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+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 147,
+ "id": "b084d51a-694e-4cc8-99cb-f2e8cc62269d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt \n",
+ "import seaborn as sns \n",
+ "import pylab\n",
+ "from sklearn.model_selection import train_test_split\n",
+ "from sklearn.tree import DecisionTreeClassifier\n",
+ "from sklearn.metrics import accuracy_score, classification_report, confusion_matrix\n",
+ "from sklearn.preprocessing import LabelEncoder, OneHotEncoder\n",
+ "from sklearn.tree import plot_tree\n",
+ "from sklearn.tree import DecisionTreeClassifier\n",
+ "from sklearn.model_selection import train_test_split\n",
+ "from sklearn.metrics import accuracy_score, f1_score, precision_score\n",
+ "from sklearn.model_selection import GridSearchCV\n",
+ "from sklearn.linear_model import LogisticRegression"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ab8e95f5-5349-423d-8c28-e80f50a61ce2",
+ "metadata": {},
+ "source": [
+ "Будем учиться классифицировать жанры музыки, полузуюсь не аудио дорожками, а уже осмысленными признаками (правда, не все из них имеют понятные названия). Сами данные можно найти [здесь](https://www.kaggle.com/purumalgi/music-genre-classification). Будем использовать файл `train.csv`. Нашей задачей будет предсказание переменной `Class` (жанр песни) при помощи деревьев решений. Можно попробовать также другие методы классификации, которые мы прошли, и сравнить результаты. При обучении всех моделей не забывайте про разделение на тренировку и тест (или кросс валидацию [ссылка](https://www.youtube.com/watch?v=fSytzGwwBVw))."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "04e0c9f5-2043-4ed7-92e4-e53677b60df8",
+ "metadata": {},
+ "source": [
+ "### Задание 1. EDA (10 баллов)\n",
+ "\n",
+ "Как обычно, начнем с того, что посмотрим на наши данные: типы переменных, пропущенные значения, баланс классов и все такое. Ваш ход:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 148,
+ "id": "1ab19c5c-4a2b-4388-8063-ec56e415408a",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "количество (строк, колонок) = (17996, 17)\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Artist Name | \n",
+ " Track Name | \n",
+ " Popularity | \n",
+ " danceability | \n",
+ " energy | \n",
+ " key | \n",
+ " loudness | \n",
+ " mode | \n",
+ " speechiness | \n",
+ " acousticness | \n",
+ " instrumentalness | \n",
+ " liveness | \n",
+ " valence | \n",
+ " tempo | \n",
+ " duration_in min/ms | \n",
+ " time_signature | \n",
+ " Class | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " Bruno Mars | \n",
+ " That's What I Like (feat. Gucci Mane) | \n",
+ " 60.0 | \n",
+ " 0.854 | \n",
+ " 0.564 | \n",
+ " 1.0 | \n",
+ " -4.964 | \n",
+ " 1 | \n",
+ " 0.0485 | \n",
+ " 0.017100 | \n",
+ " NaN | \n",
+ " 0.0849 | \n",
+ " 0.8990 | \n",
+ " 134.071 | \n",
+ " 234596.0 | \n",
+ " 4 | \n",
+ " 5 | \n",
+ "
\n",
+ " \n",
+ " | 1 | \n",
+ " Boston | \n",
+ " Hitch a Ride | \n",
+ " 54.0 | \n",
+ " 0.382 | \n",
+ " 0.814 | \n",
+ " 3.0 | \n",
+ " -7.230 | \n",
+ " 1 | \n",
+ " 0.0406 | \n",
+ " 0.001100 | \n",
+ " 0.004010 | \n",
+ " 0.1010 | \n",
+ " 0.5690 | \n",
+ " 116.454 | \n",
+ " 251733.0 | \n",
+ " 4 | \n",
+ " 10 | \n",
+ "
\n",
+ " \n",
+ " | 2 | \n",
+ " The Raincoats | \n",
+ " No Side to Fall In | \n",
+ " 35.0 | \n",
+ " 0.434 | \n",
+ " 0.614 | \n",
+ " 6.0 | \n",
+ " -8.334 | \n",
+ " 1 | \n",
+ " 0.0525 | \n",
+ " 0.486000 | \n",
+ " 0.000196 | \n",
+ " 0.3940 | \n",
+ " 0.7870 | \n",
+ " 147.681 | \n",
+ " 109667.0 | \n",
+ " 4 | \n",
+ " 6 | \n",
+ "
\n",
+ " \n",
+ " | 3 | \n",
+ " Deno | \n",
+ " Lingo (feat. J.I & Chunkz) | \n",
+ " 66.0 | \n",
+ " 0.853 | \n",
+ " 0.597 | \n",
+ " 10.0 | \n",
+ " -6.528 | \n",
+ " 0 | \n",
+ " 0.0555 | \n",
+ " 0.021200 | \n",
+ " NaN | \n",
+ " 0.1220 | \n",
+ " 0.5690 | \n",
+ " 107.033 | \n",
+ " 173968.0 | \n",
+ " 4 | \n",
+ " 5 | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " Red Hot Chili Peppers | \n",
+ " Nobody Weird Like Me - Remastered | \n",
+ " 53.0 | \n",
+ " 0.167 | \n",
+ " 0.975 | \n",
+ " 2.0 | \n",
+ " -4.279 | \n",
+ " 1 | \n",
+ " 0.2160 | \n",
+ " 0.000169 | \n",
+ " 0.016100 | \n",
+ " 0.1720 | \n",
+ " 0.0918 | \n",
+ " 199.060 | \n",
+ " 229960.0 | \n",
+ " 4 | \n",
+ " 10 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Artist Name Track Name Popularity \\\n",
+ "0 Bruno Mars That's What I Like (feat. Gucci Mane) 60.0 \n",
+ "1 Boston Hitch a Ride 54.0 \n",
+ "2 The Raincoats No Side to Fall In 35.0 \n",
+ "3 Deno Lingo (feat. J.I & Chunkz) 66.0 \n",
+ "4 Red Hot Chili Peppers Nobody Weird Like Me - Remastered 53.0 \n",
+ "\n",
+ " danceability energy key loudness mode speechiness acousticness \\\n",
+ "0 0.854 0.564 1.0 -4.964 1 0.0485 0.017100 \n",
+ "1 0.382 0.814 3.0 -7.230 1 0.0406 0.001100 \n",
+ "2 0.434 0.614 6.0 -8.334 1 0.0525 0.486000 \n",
+ "3 0.853 0.597 10.0 -6.528 0 0.0555 0.021200 \n",
+ "4 0.167 0.975 2.0 -4.279 1 0.2160 0.000169 \n",
+ "\n",
+ " instrumentalness liveness valence tempo duration_in min/ms \\\n",
+ "0 NaN 0.0849 0.8990 134.071 234596.0 \n",
+ "1 0.004010 0.1010 0.5690 116.454 251733.0 \n",
+ "2 0.000196 0.3940 0.7870 147.681 109667.0 \n",
+ "3 NaN 0.1220 0.5690 107.033 173968.0 \n",
+ "4 0.016100 0.1720 0.0918 199.060 229960.0 \n",
+ "\n",
+ " time_signature Class \n",
+ "0 4 5 \n",
+ "1 4 10 \n",
+ "2 4 6 \n",
+ "3 4 5 \n",
+ "4 4 10 "
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Popularity | \n",
+ " danceability | \n",
+ " energy | \n",
+ " key | \n",
+ " loudness | \n",
+ " mode | \n",
+ " speechiness | \n",
+ " acousticness | \n",
+ " instrumentalness | \n",
+ " liveness | \n",
+ " valence | \n",
+ " tempo | \n",
+ " duration_in min/ms | \n",
+ " time_signature | \n",
+ " Class | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | count | \n",
+ " 17568.000000 | \n",
+ " 17996.000000 | \n",
+ " 17996.000000 | \n",
+ " 15982.000000 | \n",
+ " 17996.000000 | \n",
+ " 17996.000000 | \n",
+ " 17996.000000 | \n",
+ " 17996.000000 | \n",
+ " 13619.000000 | \n",
+ " 17996.000000 | \n",
+ " 17996.000000 | \n",
+ " 17996.000000 | \n",
+ " 1.799600e+04 | \n",
+ " 17996.000000 | \n",
+ " 17996.000000 | \n",
+ "
\n",
+ " \n",
+ " | mean | \n",
+ " 44.512124 | \n",
+ " 0.543433 | \n",
+ " 0.662777 | \n",
+ " 5.952447 | \n",
+ " -7.910660 | \n",
+ " 0.636753 | \n",
+ " 0.079707 | \n",
+ " 0.247082 | \n",
+ " 0.177562 | \n",
+ " 0.196170 | \n",
+ " 0.486208 | \n",
+ " 122.623294 | \n",
+ " 2.007445e+05 | \n",
+ " 3.924039 | \n",
+ " 6.695821 | \n",
+ "
\n",
+ " \n",
+ " | std | \n",
+ " 17.426928 | \n",
+ " 0.166268 | \n",
+ " 0.235373 | \n",
+ " 3.196854 | \n",
+ " 4.049151 | \n",
+ " 0.480949 | \n",
+ " 0.083576 | \n",
+ " 0.310632 | \n",
+ " 0.304048 | \n",
+ " 0.159212 | \n",
+ " 0.240195 | \n",
+ " 29.571527 | \n",
+ " 1.119891e+05 | \n",
+ " 0.361618 | \n",
+ " 3.206073 | \n",
+ "
\n",
+ " \n",
+ " | min | \n",
+ " 1.000000 | \n",
+ " 0.059600 | \n",
+ " 0.000020 | \n",
+ " 1.000000 | \n",
+ " -39.952000 | \n",
+ " 0.000000 | \n",
+ " 0.022500 | \n",
+ " 0.000000 | \n",
+ " 0.000001 | \n",
+ " 0.011900 | \n",
+ " 0.018300 | \n",
+ " 30.557000 | \n",
+ " 5.016500e-01 | \n",
+ " 1.000000 | \n",
+ " 0.000000 | \n",
+ "
\n",
+ " \n",
+ " | 25% | \n",
+ " 33.000000 | \n",
+ " 0.432000 | \n",
+ " 0.509000 | \n",
+ " 3.000000 | \n",
+ " -9.538000 | \n",
+ " 0.000000 | \n",
+ " 0.034800 | \n",
+ " 0.004300 | \n",
+ " 0.000089 | \n",
+ " 0.097500 | \n",
+ " 0.297000 | \n",
+ " 99.620750 | \n",
+ " 1.663370e+05 | \n",
+ " 4.000000 | \n",
+ " 5.000000 | \n",
+ "
\n",
+ " \n",
+ " | 50% | \n",
+ " 44.000000 | \n",
+ " 0.545000 | \n",
+ " 0.700000 | \n",
+ " 6.000000 | \n",
+ " -7.016000 | \n",
+ " 1.000000 | \n",
+ " 0.047400 | \n",
+ " 0.081400 | \n",
+ " 0.003910 | \n",
+ " 0.129000 | \n",
+ " 0.481000 | \n",
+ " 120.065500 | \n",
+ " 2.091600e+05 | \n",
+ " 4.000000 | \n",
+ " 8.000000 | \n",
+ "
\n",
+ " \n",
+ " | 75% | \n",
+ " 56.000000 | \n",
+ " 0.659000 | \n",
+ " 0.860000 | \n",
+ " 9.000000 | \n",
+ " -5.189000 | \n",
+ " 1.000000 | \n",
+ " 0.083000 | \n",
+ " 0.434000 | \n",
+ " 0.200000 | \n",
+ " 0.258000 | \n",
+ " 0.672000 | \n",
+ " 141.969250 | \n",
+ " 2.524900e+05 | \n",
+ " 4.000000 | \n",
+ " 10.000000 | \n",
+ "
\n",
+ " \n",
+ " | max | \n",
+ " 100.000000 | \n",
+ " 0.989000 | \n",
+ " 1.000000 | \n",
+ " 11.000000 | \n",
+ " 1.355000 | \n",
+ " 1.000000 | \n",
+ " 0.955000 | \n",
+ " 0.996000 | \n",
+ " 0.996000 | \n",
+ " 1.000000 | \n",
+ " 0.986000 | \n",
+ " 217.416000 | \n",
+ " 1.477187e+06 | \n",
+ " 5.000000 | \n",
+ " 10.000000 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Popularity danceability energy key loudness \\\n",
+ "count 17568.000000 17996.000000 17996.000000 15982.000000 17996.000000 \n",
+ "mean 44.512124 0.543433 0.662777 5.952447 -7.910660 \n",
+ "std 17.426928 0.166268 0.235373 3.196854 4.049151 \n",
+ "min 1.000000 0.059600 0.000020 1.000000 -39.952000 \n",
+ "25% 33.000000 0.432000 0.509000 3.000000 -9.538000 \n",
+ "50% 44.000000 0.545000 0.700000 6.000000 -7.016000 \n",
+ "75% 56.000000 0.659000 0.860000 9.000000 -5.189000 \n",
+ "max 100.000000 0.989000 1.000000 11.000000 1.355000 \n",
+ "\n",
+ " mode speechiness acousticness instrumentalness \\\n",
+ "count 17996.000000 17996.000000 17996.000000 13619.000000 \n",
+ "mean 0.636753 0.079707 0.247082 0.177562 \n",
+ "std 0.480949 0.083576 0.310632 0.304048 \n",
+ "min 0.000000 0.022500 0.000000 0.000001 \n",
+ "25% 0.000000 0.034800 0.004300 0.000089 \n",
+ "50% 1.000000 0.047400 0.081400 0.003910 \n",
+ "75% 1.000000 0.083000 0.434000 0.200000 \n",
+ "max 1.000000 0.955000 0.996000 0.996000 \n",
+ "\n",
+ " liveness valence tempo duration_in min/ms \\\n",
+ "count 17996.000000 17996.000000 17996.000000 1.799600e+04 \n",
+ "mean 0.196170 0.486208 122.623294 2.007445e+05 \n",
+ "std 0.159212 0.240195 29.571527 1.119891e+05 \n",
+ "min 0.011900 0.018300 30.557000 5.016500e-01 \n",
+ "25% 0.097500 0.297000 99.620750 1.663370e+05 \n",
+ "50% 0.129000 0.481000 120.065500 2.091600e+05 \n",
+ "75% 0.258000 0.672000 141.969250 2.524900e+05 \n",
+ "max 1.000000 0.986000 217.416000 1.477187e+06 \n",
+ "\n",
+ " time_signature Class \n",
+ "count 17996.000000 17996.000000 \n",
+ "mean 3.924039 6.695821 \n",
+ "std 0.361618 3.206073 \n",
+ "min 1.000000 0.000000 \n",
+ "25% 4.000000 5.000000 \n",
+ "50% 4.000000 8.000000 \n",
+ "75% 4.000000 10.000000 \n",
+ "max 5.000000 10.000000 "
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "RangeIndex: 17996 entries, 0 to 17995\n",
+ "Data columns (total 17 columns):\n",
+ " # Column Non-Null Count Dtype \n",
+ "--- ------ -------------- ----- \n",
+ " 0 Artist Name 17996 non-null object \n",
+ " 1 Track Name 17996 non-null object \n",
+ " 2 Popularity 17568 non-null float64\n",
+ " 3 danceability 17996 non-null float64\n",
+ " 4 energy 17996 non-null float64\n",
+ " 5 key 15982 non-null float64\n",
+ " 6 loudness 17996 non-null float64\n",
+ " 7 mode 17996 non-null int64 \n",
+ " 8 speechiness 17996 non-null float64\n",
+ " 9 acousticness 17996 non-null float64\n",
+ " 10 instrumentalness 13619 non-null float64\n",
+ " 11 liveness 17996 non-null float64\n",
+ " 12 valence 17996 non-null float64\n",
+ " 13 tempo 17996 non-null float64\n",
+ " 14 duration_in min/ms 17996 non-null float64\n",
+ " 15 time_signature 17996 non-null int64 \n",
+ " 16 Class 17996 non-null int64 \n",
+ "dtypes: float64(12), int64(3), object(2)\n",
+ "memory usage: 2.3+ MB\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "None"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "количество уникальных значений по колонкам:\n",
+ "Artist Name 9149\n",
+ "Track Name 15129\n",
+ "Popularity 100\n",
+ "danceability 909\n",
+ "energy 1208\n",
+ "key 11\n",
+ "loudness 9002\n",
+ "mode 2\n",
+ "speechiness 1194\n",
+ "acousticness 3930\n",
+ "instrumentalness 4253\n",
+ "liveness 1459\n",
+ "valence 1320\n",
+ "tempo 13562\n",
+ "duration_in min/ms 14121\n",
+ "time_signature 4\n",
+ "Class 11\n",
+ "dtype: int64\n"
+ ]
+ }
+ ],
+ "source": [
+ "data = pd.read_csv(\"../Data/train.csv\")\n",
+ "print(\"количество (строк, колонок) = \", data.shape)\n",
+ "display(data.head())\n",
+ "display(data.describe())\n",
+ "display(data.info())\n",
+ "plt.figure(figsize=(10,7))\n",
+ "sns.heatmap(data.isna(),yticklabels=False,cbar=False)\n",
+ "plt.title('Visualize Features with Null Values')\n",
+ "plt.show()\n",
+ "print(\"количество уникальных значений по колонкам:\")\n",
+ "print(data.nunique())"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d19b38c0-2bbd-476d-8ec8-c244fb8b2a78",
+ "metadata": {},
+ "source": [
+ "Видим, что все переменные кроме строки и названия численные, строку и название уберем, так так предсказывать жанр музыки по исполнителю и название вряд ли то, что нам нужно. Есть пропущенные значения в колонках instrumentalness и key.\n",
+ "Что-то странное происходит с длиной композиции, по разбросу значений, видно, что представлено в двух единицах измерения, приведем все к минутам \n",
+ "Колонки *mode*, *time_signature*, *key* и *class* являются категориальными. \n",
+ "*Mode* принимает всего два значения, \n",
+ "*time_signature* это такт, и пока мне не очень понтно, скрыто ли что-то числовое в этой кодировке (подавлющее число имеют значение 4, и возможно это количество четвертей), возможно его стоит обработать OneHotEncoder, а возможно, нет. \n",
+ "\n",
+ "*key* это тональность, думаю тут тоже может быть смысл в распределении от 1 до 11. Так что ее оставим без изменений.\n",
+ "Class обработаем Label Encoder\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b038701c",
+ "metadata": {},
+ "source": [
+ "Посмотрим баланс классов"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 149,
+ "id": "e1e01584",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure(figsize=(14,4))\n",
+ "sns.countplot(y=data['Class'])\n",
+ "plt.title('Distribution of the Music Genre')\n",
+ "plt.ylabel('Genres')\n",
+ "plt.xlabel('Count of Genres')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "925467e9",
+ "metadata": {},
+ "source": [
+ "Не очень сбалансированы, надо будет это учесть при разбиении"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 150,
+ "id": "1dd00b0e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "number or outliers for column Popularity = 0 \n",
+ "\n",
+ "number or outliers for column danceability = 0 \n",
+ "\n",
+ "number or outliers for column energy = 0 \n",
+ "\n",
+ "number or outliers for column key = 0 \n",
+ "\n",
+ "number or outliers for column loudness = 499 \n",
+ "\n",
+ "number or outliers for column mode = 0 \n",
+ "\n",
+ "number or outliers for column speechiness = 1696 \n",
+ "\n",
+ "number or outliers for column acousticness = 0 \n",
+ "\n",
+ "number or outliers for column instrumentalness = 2141 \n",
+ "\n",
+ "number or outliers for column liveness = 722 \n",
+ "\n",
+ "number or outliers for column valence = 0 \n",
+ "\n",
+ "number or outliers for column tempo = 0 \n",
+ "\n",
+ "number or outliers for column duration_in min/ms = 409 \n",
+ "\n",
+ "number or outliers for column time_signature = 1545 \n",
+ "\n",
+ "number or outliers for column Class = 0 \n",
+ "\n",
+ "Number of dublicates = 0 \n",
+ "\n"
+ ]
+ },
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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "df = data\n",
+ "numeric = []\n",
+ "for i in range (0, df.shape[1]):\n",
+ " if df.iloc[ : , i].dtype == 'int' or df.iloc[ : ,i].dtype == 'float':\n",
+ " numeric.append(df.columns[i])\n",
+ "\n",
+ " # создание heatplot корреляции\n",
+ "tr = np.triu(df[numeric].corr())\n",
+ "plt.rcParams[\"figure.figsize\"] = 18, 15\n",
+ "#pylab.subplot (1, 2, 2)\n",
+ "sns.heatmap(df[numeric].corr(), annot = True, cbar_kws= {'orientation': 'horizontal'}, vmin=-1, vmax=1, center= 0, square=True, cmap=\"vlag\", mask = tr)\n",
+ "pylab.title (\"Корреляция между переменными\")\n",
+ "pylab.show()\n",
+ "\n",
+ "# анализ выбросов\n",
+ "for name in numeric:\n",
+ " q1 = df[name].quantile(0.25)\n",
+ " q3 = df[name].quantile(0.75) \n",
+ " outliers = df[(df[name] < q1 - 2*(q3-q1)) | (df[name] > q3 + 2*(q3-q1))]\n",
+ " print(f\"number or outliers for column {name} =\", len(outliers), \"\\n\")\n",
+ "#display(df.head())\n",
+ "#display(df.describe())\n",
+ "df.isnull().sum()\n",
+ "print('Number of dublicates =', len(df) - len(df.drop_duplicates()), \"\\n\") \n",
+ "\n",
+ "\n",
+ "df.plot(kind = \"box\" , subplots = True , figsize = (18,15), layout = (3,5))\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 151,
+ "id": "ba49b348",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#проверим дубликаты, вроде нет, но возможно это связано с тем, что имя и фамилия написаны по-разному\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d2d6c501",
+ "metadata": {},
+ "source": []
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d7dfab66-247d-423e-a4f9-5891ce11627b",
+ "metadata": {},
+ "source": [
+ "### Задание 2. Обучение дерева решений (10 баллов)\n",
+ "\n",
+ "Предобработайте признаки так, чтобы их можно было подать в модель дерева решений и обучите ее, постарайтесь подобрать оптимальные гиперпараметры, которые вам известны. Постарайтесь также обосновать выбор метрики в данном случае. При подборе гиперпараметров может помочь `GridSearchCV` [ссылка](https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "77a0d2b1",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 152,
+ "id": "f69d6a02-fac9-48ec-9ae8-1613f27283d5",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "число дубликатов = 45\n",
+ "\n",
+ "Index: 17951 entries, 0 to 17995\n",
+ "Data columns (total 15 columns):\n",
+ " # Column Non-Null Count Dtype \n",
+ "--- ------ -------------- ----- \n",
+ " 0 Popularity 17951 non-null float64\n",
+ " 1 danceability 17951 non-null float64\n",
+ " 2 energy 17951 non-null float64\n",
+ " 3 key 17951 non-null float64\n",
+ " 4 loudness 17951 non-null float64\n",
+ " 5 mode 17951 non-null int64 \n",
+ " 6 speechiness 17951 non-null float64\n",
+ " 7 acousticness 17951 non-null float64\n",
+ " 8 instrumentalness 17951 non-null float64\n",
+ " 9 liveness 17951 non-null float64\n",
+ " 10 valence 17951 non-null float64\n",
+ " 11 tempo 17951 non-null float64\n",
+ " 12 duration_in min/ms 17951 non-null float64\n",
+ " 13 time_signature 17951 non-null int64 \n",
+ " 14 Class 17951 non-null int64 \n",
+ "dtypes: float64(12), int64(3)\n",
+ "memory usage: 2.2 MB\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "None"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "df = data\n",
+ "#переведем все песни в минуты\n",
+ "\n",
+ "df['duration_in min/ms'] = df['duration_in min/ms'].apply(lambda x: x if x <= 100 else x/60000)\n",
+ "#заменим нулями NA в колонке с instrumentalness, это кажется логичным, так как там совсем нет нулевых значений, возможно NA это как раз отсутсвие таких звуков\n",
+ "df['instrumentalness'] = df['instrumentalness'].fillna(0)\n",
+ "\n",
+ "#удаляем строковые\n",
+ "df = df.drop(['Artist Name', 'Track Name'], axis=1)\n",
+ "\n",
+ "\n",
+ "# заполним NA самым частым значением в колонках key и средним в popularity\n",
+ "df['key'] = df['key'].fillna(df['key'].mode()[0])\n",
+ "df['Popularity'] = df['Popularity'].fillna(df['Popularity'].mean())\n",
+ "long_df =df\n",
+ "# теперь еще раз проверим дубликаты, так как трудно поверить, что у двух разных песен совпадут настолько числовые параметры\n",
+ "print(\"число дубликатов = \", len(df) - len(df.drop_duplicates()))\n",
+ "df = df.drop_duplicates()\n",
+ "\n",
+ "# удалим их\n",
+ "display(df.info())\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4457af7c",
+ "metadata": {},
+ "source": [
+ "Перепробовав и передумав разное я выбрала метрику balanced_accuracy, как общую метрику, которая показывает долю правильно классифицированных образцов и лучше работающую на несбалансированных данных\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 153,
+ "id": "7aa9c6c1",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'criterion': 'gini', 'max_depth': 10, 'min_samples_split': 20, 'splitter': 'best'}\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Accuracy: 0.4394319131161236\n",
+ "f1_score: 0.4127907408452206\n",
+ "Precision: 0.4143576695888733\n",
+ "Classification Report:\n",
+ " precision recall f1-score support\n",
+ "\n",
+ " 0 0.27 0.16 0.20 125\n",
+ " 1 0.14 0.01 0.02 274\n",
+ " 2 0.36 0.21 0.27 254\n",
+ " 3 0.41 0.41 0.41 80\n",
+ " 4 0.28 0.06 0.11 77\n",
+ " 5 0.68 0.62 0.65 289\n",
+ " 6 0.31 0.28 0.29 517\n",
+ " 7 0.70 0.77 0.74 115\n",
+ " 8 0.54 0.52 0.53 370\n",
+ " 9 0.44 0.45 0.45 504\n",
+ " 10 0.42 0.64 0.50 986\n",
+ "\n",
+ " accuracy 0.44 3591\n",
+ " macro avg 0.41 0.38 0.38 3591\n",
+ "weighted avg 0.41 0.44 0.41 3591\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "data = df\n",
+ "X = data.drop('Class', axis=1)\n",
+ "y = data['Class']\n",
+ "\n",
+ "# Разделение выборки\n",
+ "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=111, stratify=data['Class'])\n",
+ "param_grid = {\n",
+ " 'criterion': ['gini', 'entropy'],\n",
+ " 'max_depth': [ 5, 10, 12, 15, 20],\n",
+ " 'min_samples_split': [2, 5, 10, 15, 20],\n",
+ " 'splitter': ['best', 'random']\n",
+ "}\n",
+ "clf = DecisionTreeClassifier()\n",
+ "grid_search = GridSearchCV(clf, param_grid, cv=5, scoring = 'balanced_accuracy' )\n",
+ "grid_search.fit(X_train, y_train)\n",
+ "\n",
+ "# Получение наилучших гиперпараметров\n",
+ "best_params = grid_search.best_params_\n",
+ "print(best_params)\n",
+ "# Оценка наилучшей модели на тестовом наборе данных\n",
+ "best_model = grid_search.best_estimator_\n",
+ "y_pred = best_model.predict(X_test)\n",
+ "accuracy = accuracy_score(y_test, y_pred)\n",
+ "\n",
+ "best_model.fit(X_train, y_train)\n",
+ "y_pred = best_model.predict(X_test)\n",
+ "# Отрисовка дерева решений\n",
+ "plt.figure(figsize=(22, 10))\n",
+ "plot_tree(best_model, filled=True, feature_names=X.columns, class_names=True, fontsize=4, rounded=True, precision=2)\n",
+ "plt.show()\n",
+ "plt.show()\n",
+ "print(\"Accuracy:\", accuracy_score(y_test, y_pred))\n",
+ "print(\"f1_score:\", f1_score(y_test, y_pred, average = 'weighted'))\n",
+ "print(\"Precision:\", precision_score(y_test, y_pred, average = 'weighted'))\n",
+ "print(\"Classification Report:\\n\", classification_report(y_test, y_pred))\n",
+ "#print(\"Confusion Matrix:\\n\", confusion_matrix(y_test, y_pred))\n",
+ "#визуализация\n",
+ "cm = confusion_matrix(y_test, y_pred)\n",
+ "plt.figure(figsize=(10, 7))\n",
+ "sns.heatmap(cm, annot=True, fmt=\"d\", cmap=\"Blues\")\n",
+ "plt.xlabel('Predicted')\n",
+ "plt.ylabel('Actual')\n",
+ "plt.title('Confusion Matrix')\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9031cd99",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c0106f30",
+ "metadata": {},
+ "source": [
+ "Тут я перекодирую категориальные признаки с помощью OneHotEncoder, но лучше не стало, так что можно особо не смотреть"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 154,
+ "id": "18218d75",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data = long_df\n",
+ "#print(len(data))\n",
+ "#Повторю, прекодировав категориальные признаки, с помощью oneHotEncoder\n",
+ "encoder = OneHotEncoder()\n",
+ "cat_data = data[['key', 'time_signature']] # предположим, data - это ваш датасет\n",
+ "cat_data = encoder.fit_transform(cat_data)\n",
+ "#print(cat_data.shape[0])\n",
+ "# Обновление датасета с закодированными признаками\n",
+ "data = data.drop(['key', 'time_signature'], axis=1) # удаление старых колонок\n",
+ "#print(len(data))\n",
+ "data_encoded = pd.concat([data, pd.DataFrame(cat_data.toarray(), columns=encoder.get_feature_names_out(['key', 'time_signature']))], axis=1)\n",
+ "#data_encoded.head()\n",
+ "data_encoded = data_encoded.dropna()\n",
+ "#print(len(data_encoded))\n",
+ "X = data_encoded.drop('Class', axis=1)\n",
+ "y = data_encoded['Class']\n",
+ "#len(y)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 155,
+ "id": "e0c75145",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'criterion': 'entropy', 'max_depth': 10, 'min_samples_split': 15, 'splitter': 'best'}\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Accuracy: 0.4330555555555556\n",
+ "f1_score: 0.40966347812706416\n",
+ "Classification Report:\n",
+ " precision recall f1-score support\n",
+ "\n",
+ " 0 0.18 0.15 0.17 125\n",
+ " 1 0.13 0.03 0.05 275\n",
+ " 2 0.38 0.22 0.28 254\n",
+ " 3 0.44 0.46 0.45 80\n",
+ " 4 0.14 0.08 0.10 77\n",
+ " 5 0.61 0.58 0.60 290\n",
+ " 6 0.32 0.24 0.27 518\n",
+ " 7 0.67 0.72 0.69 115\n",
+ " 8 0.59 0.52 0.55 371\n",
+ " 9 0.42 0.47 0.44 505\n",
+ " 10 0.43 0.64 0.51 990\n",
+ "\n",
+ " accuracy 0.43 3600\n",
+ " macro avg 0.39 0.37 0.37 3600\n",
+ "weighted avg 0.41 0.43 0.41 3600\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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axUhOToK7uzsCJkwWOhSFSElORrFiHvh9/KQsp4evXY0tmzdg3MQpCN+0Hfny5cOgfr2Rmpqq4kgVx61IURw7/Zf0tXb9ZqFDUqgrly+hXYdO2LBlO1asWofPnz+jf59eSFLj4y6j/Pb2GDpiFDZv343N23ahYiVvDB8yCA8fPhA6tJ8iPY+Oy3weBb78eOndrRNcXF2xYk04tu7ai159B0Bf30DFkSqOpu+jmlY/O7v8GDB0BNZt2oG1G7ejfMXKGDtiMB4/egjgSwPCf0g/VPKpgtUbtmLNhm1o064jtLTV4+fUtatX0LpdB6xevwULl63G58+fMWxAbyQnf9leyclJGDawD6ClhcUr12Hluk1IT0/H6GGDIBaLBY6e8hotiUQiEToIRYtPUe6OXqFMcZlMxLOnT9C6eSNs2/Un3IoUBQCIxWLUr+WHQUOHo0Wr3xQeg56uak9YZUq6qzQTIRIrd7cs5+khk4mQSCSoX6saOnfrjq7dewEA4uPjUbeGL6ZOD0b9ho0Vun5VdLVcvmQRTp08gW279ip/ZVnQFqA/6bt371DTzwdrwzeifIWKSl2XUGfOalUqYcTI0WjZWvHnlYw+K/kHQ4XSxTNlIgLG+ENXVxfTgkKUuu6v9HRU/8NPlfuoEFRdv8TUz0pfR/0aPhg8fBSatmiNPl07oKK3D/oOHKr09QLKP4++f/cODWtXxbLV61G2fAVcPP8PRgzuh2NnLsDYxAQAkBAfj7rVvbFg6SpU8q6i0PVbGukodHmKlM93vMrWlfzPDLnmf/nyJcaOHYtDhw4hKSkJRYoUwbp161ChQgUAX37TTJ48GatWrcKHDx/g6+uLZcuWoWjRotJlvHv3DkOGDMG+ffugra2N1q1bY8GCBTD5/3bPCUGbzrGxsQgJCUHLli3h4+MDHx8ftGzZErNnz8bbt2+FDE0u6enpAAADg/+ulmlra0NfXx/Xr10VKiySw8sXLxAb+xaVM5wgTU1NUcqzNG7euC5cYLkUFfUMdWv6oUmDOhg3dhRev34ldEhKlRAfDwAwMzcXOBLFE4lEOHzwAJKTk1Daq6zQ4SicWCzGP2fPwNnZBYP790bd6r7o1rEdTp88LnRoCqXJ+yigWfUTiUQ4duQgUpKTUap0Gbx7F4fI2zdhaWWNvt07oXGdahjYuxtuXIsQOtSflpAgu73S0tKgpaUFPX196Tz6BgbQ1tbGjev8PZMXvH//Hr6+vtDT08OhQ4dw584dzJ07F5aWltJ5QkJCsHDhQixfvhwXL16EsbEx6tevj5SUFOk8nTp1QmRkJI4dO4b9+/fj7Nmz6Nu3r1yxCNaIuHz5MooVK4aFCxfC3Nwc1apVQ7Vq1WBubo6FCxfCw8MDV65cyXY5qamp+PTpk8xL1d1PXFxcYe/ggMULQ/Hp00ekp6chbO0qxMREI1aNGkO/sri4L9vJytpaptza2gaxsbFChJRrpUqXQeD0YCxZvhrjJk7Gyxcv0LNrZyQmJggdmlKIxWKEzAqCV9lyKFq0mNDhKMyDf+/Dp2JZVCrnienTJmPegiVwcysidFgK9+5dHJKSkhC2ZjV8fKti8YrVqFm7DkaPGIqIK5eEDk8hNHUf/UpT6vfowb+o7VsBNbzLYvaMQATPXQjXwkXw6sULAMCaFUvQrGUbzFu8Au4exTG0fy88j3omcNTyE4vFmD9nJkp7lZP2oijlWQaG+fJhyYK5SElORnJyEhbOC4FIJEJc7C/2e0ZLW3UvOcyaNQuFChXCunXrUKlSJbi6uqJevXpwc3MD8CULMX/+fEyYMAHNmzdH6dKlsX79erx69Qp79+4FANy9exeHDx/G6tWrUblyZVStWhWLFi3C1q1b8epVzi82CtaIGDJkCH777Tc8f/4cYWFhmDVrFmbNmoWwsDBERUWhTZs2GDJkSLbLCQ4Ohrm5ucxr7uyZKqjBf3T19DB73iJEPXuKWn7eqFq5HCIuX0KVqn7QVpN+kqR5qvpVQ936DVDM3R1VfP2weNlKJMR/wtHDh4UOTSmCpk/FowcPEDInVOhQFMrF1RXbdu3Fhs3b0bZtB0waPxaP/t8/W5NI/t+FsXrNWujUpTvcPYqje68+qFqtBnZt3yZwdIqhqfvoV5pSPycXF4Rv2YVV4VvQ8rd2mD5pHJ48fgiJ5EsXvxat2qJJ85Zw9yiOYaN+h5OzK/b/sVvgqOU3O3gaHj18gOkz50jLLK2sEBQSir/PnkZN3wqo41cZCQnxcC9eAlocaKw08lwQ//PPP1GhQgX89ttvsLOzQ9myZbFq1Srp9CdPniA6Ohp16vzXVdTc3ByVK1fG+fPnAQDnz5+HhYWFtPsTANSpUwfa2tq4ePFijuMW7O5MN27cQFhYGLSy6O+npaWFESNGoGzZ7FP2AQEB8Pf3lylLk+gpLM6cKl6iJDZv34OE+Hikp6fD0soK3Tq1Q4mSJVUeC8nP2toWAPAuLg62tnbS8ri4WLh7FBcqLIUyNTODk7OLWl4xy07Q9ECcPXMaa8M3Ir+9vdDhKJSenj6cnJwBACVKlkJk5C1s3rgeEycHChyZYllYWkBHVxeu/7+a9pVr4cIa0S1Uk/dRQLPqp6enj4L/P+Y8SpTE3cjb2L55I7r06A0AcCksu4+6uBZGTPRrlceZG3NmTsc/f53B8jXrYZdfdntV9vHFrn1H8OH9e+jo6sDU1AyN6vihQP2GAkUrEBWO6wsODsbUqVNlyiZPnowpU6Zkmvfx48dYtmwZ/P39MW7cOFy+fBlDhw6Fvr4+unXrhujoaABA/vz5ZT6XP39+6bTo6GjY2dnJTNfV1YWVlZV0npwQrFlpb2+PS5e+n6K+dOlSpj9AVgwMDGBmZibzyjg2QdVMTE1haWWFqGdPcffObVSvUVuwWCjnChQsCBsbW1y6eF5alpCQgNu3bqJ0GS/hAlOgpKREvHj+HDa2tkKHojASiQRB0wNx8sQxrFobjoIFCwkdktKJxWKkpaUJHYbC6enpo2TJUnj29IlMedSzp3BQ09u7Apq/j2p6/YAvx1x6ehocHAvAxtYOUc++2UejnsLeXj32UYlEgjkzp+PMyeNYvGItHAsU/O68FpaWMDU1w5VLF/D+3Tv4Va+lwkh/LQEBAfj48aPMKyAgIMt5xWIxypUrh6CgIJQtWxZ9+/ZFnz59sHz5chVHLWAmYtSoUejbty8iIiJQu3ZtaYMhJiYGJ06cwKpVqzBnzpxslqI6SUmJeB4VJX3/8uUL3L93F+bm5rB3cMTxo4dhYWkFewcHPHzwL+aGBKF6zdrwruIrYNS5k5SYiKiMdX7xAvfufqmzg6N6nDAz+t42NDM3h4ODIzp27orVK5bDyckFjgUKYNnihbC1tct0H3t1MW/2LFSrUROOjo548+YNli9ZDG0dbTRo1ETo0BQmaNpUHDq4H/MXLYWxkbF0DJKJqSkM1eCe7dlZGDoXvn7VYO/ggKTERBw6sB9XLl/C0hVrhA7tp2R3Hu3SvScCRo9EuXIVUKFSZZz752/8deY0VqwJFzDq3NH0fVTT6rdsUSi8q/hJj7mjhw/gWsRlhC5ZCS0tLXTq2gOrVyxBkWLuKFbMAwf3/4FnT59gRoh6dOGaHTwNRw8dQEjoYhgbG0vHORib/Le99v+xGy6ubrCwtMStm9cROjsY7Tt1lXmWxC9Bhd23DAwMcnwB3MHBASVKlJApK168OHbt2gXgy0V64MvvaQcHB+k8MTEx8PLyks7z5s0bmWV8/vwZ7969k34+JwS9xeu2bdsQGhqKiIgIiEQiAICOjg7Kly8Pf39/tG3b9qeWq4xbvF65fAn9e3fLVN6kWQtMmRaMrZs2YEP4WsTFxcHG1gaNmzRH734DoKenn8XSck8Vt3i9fOkievfomqm8WfOWmBak3HEnyrjF65XLF9G3Z+Zt2LRZC0ydMVP6sLndO7cjPv4TvMqWR8CESUo5caoiSzp2lD+uRlzGxw8fYGllBa+y5TF46HAUcnJS/sqhmlu8linpnmV54PRgNG/ZSqnrVsWZc8rEcbh48QJi376BiakpihVzR/eefeCjgosTyrjF65XLl9C/13fOo9ODAQB/7NmFsDUr8SYmBs4urug7cDBq1FRORlcVt3gVch9VBaHrp+hbvAZNnYgrly4gLvYtjE1MUaRoMXTu3kvm1qbr163C7u1b8enjRxQp5o5Bw/xRpmx5hcbxlaLPo95lS2RZPmHqDDRp1hIAsGTBPBzYtwefPn6Eg2MBtGzTDh06d8uy+3lu5elbvFaborJ1JZ/N+bo6duyI58+f46+//pKWjRgxAhcvXsS5c+cgkUjg6OiIUaNGYeTIkQCAT58+wc7ODmFhYWjfvj3u3r2LEiVK4MqVKyhf/su+e/ToUTRo0AAvXryAYw4vFOeJ50Skp6dL74BjY2MDPb3cjWlQ9nMi8gJVPydC1ZT9nAihCfAIBZUT4jkRqiT8mVO5lP2ciLxAiOdEkGKp4jkRQtL082iebkRUV924s+QzWT8ENyuXL19GlSpVMHXqVLRt2xaXLl1Cnz59sHLlSnTq1AnAlzs4zZw5E+Hh4XB1dcXEiRNx8+ZN3LlzR5pxatiwIWJiYrB8+XKkp6ejR48eqFChAjZvzvlDaQXrzpSRnp6eTMqFiIiIiIhkVaxYEXv27EFAQAACAwPh6uqK+fPnSxsQADBmzBgkJiaib9+++PDhA6pWrYrDhw/LdDHctGkTBg8ejNq1a0sfNrdw4UK5YskTmQhFYyZC/TETof40/Qqa5p05ZTETQeqAmQj1lqczETWnqWxdyacmqmxdisQzKBERERERySVPdGciIiIiIsoz+HC9bPEvREREREREcmEjgoiIiIiI5MLuTEREREREGWn4oHZFYCaCiIiIiIjkwkwEEREREVFGHFidLf6FiIiIiIhILsxEEBERERFlxDER2WImgoiIiIiI5MJMBBERERFRRhwTkS3+hYiIiIiISC7MRBARERERZcQxEdliJoKIiIiIiOTCTAQRERERUUYcE5Et/oWIiIiIiEguzEQQEREREWXEMRHZ0shGhLa25m94sVgidAhKpa3hB6+GVw8AINHsXVTjJaR8FjoEpTPPpyd0CEql4V8TAAAdDf++fxSTKHQISlXexUzoECgXNLIRQURERET00zgmIlv8CxERERERkVyYiSAiIiIiyuhX6HecS8xEEBERERGRXJiJICIiIiLKiGMissW/EBERERERyYWNCCIiIiIikgu7MxERERERZcTuTNniX4iIiIiIiOTCTAQRERERUUa8xWu2mIkgIiIiIiK5MBNBRERERJQRx0Rki38hIiIiIiKSCzMRREREREQZcUxEtpiJICIiIiIiuTATQURERESUEcdEZIt/ISIiIiIikgszEUREREREGXFMRLaYicihiCuXMWxwf9Sr5Ydynh44deK4zPQTx49iYN+eqFm1Msp5euD+vbsCRaoYIpEISxYtQOMGteFdoQyaNqyLlcuXQiKRCB2aUqxdvRJepdwRMnOG0KEoVMSVyxgysD/q1KiKMiXdcfKb/VaTaOo2zEjd67hu5VLUqOQp8+ryW1OZeSJvXseIAb3QoFolNKrpjaF9uyE1JUWgiHNP086lV69cxvDB/VG/th/Kl/bAqZPfP6cETZuM8qU9sHlDuAojzJ2wNSvRvWNb1KxSAQ1qVsXo4YPx7OmTTPPdunEdA/v0QHXv8qjpWxH9enZBSh7cT+/euorZk0ZgYIeG6Fi/Ii6fOy0zfeeGlRjZqw16NPND79a1MGPsQDy8d1tmnicP7iHo90Ho3aom+rapg1XzZyAlOUmFtaC8ipmIHEpJTkaxYh5o3rI1Rg0fkml6cnIyvMqWR936DTFtykQBIlSssLWrsHP7FgTOmAk3tyKIjLyNKRPHwcTUBB07dRU6PIW6fesmdu7YimLF3IUOReGSk5Pg7u6OFq1aw3/YYKHDURpN3oZfaUodXQoXwdzFq6TvdXR1pP+PvHkdY4YNQMfuvTB0VAB0dHXw6N/70NJW3+tdmnYuTU5ORjF3DzRr2RqjR2T+Lvzq5IljuHXzBmzt7FQYXe5di7iCNu06oETJUvgsEmHZovkYOqA3tu7eh3z5jAB8aUAMG9QX3Xr2waix46Cjq4sH9+9BOw/up6kpyXAuXAw16jdDaOCYTNMdCjih+6DRsHMogPTUVBzcswXBAYMRum4PzCws8T7uLYJ+HwTv6nXRfdBoJCclYsPyeVg+ZyqGT5wlQI1UR4uZiGyxEZFDvn7V4OtX7bvTmzRtDgB49fKFqkJSqhvXr6F6zdrwq1YDAOBYoCAOHzqAyFu3hA1MwZKSEjHu99GYNGU6Vq1YJnQ4ClfVrzqq+lUXOgyl0vRtCGhWHXV0dGBtY5PltMXzZ6NVu47o1K23tMzJ2VVVoSmFpp1Ls/suBIA3MTGYHTwdi5evxrDB/VQUmWIsWLpS5v2kwCA0qFUV9+7cQdnyFQAAoXNmom2HzujWs490PmeXvLmfelX0hVdF3+9O963VQOZ9577DcfrwH4h68gClylbC1Yt/QUdXFz0Gj5E2knoODcDv/Tsg+uVz2BcopNT4KW/Le81myhPKeJXFpYvnpWnc+/fv4frVq/Ct+uMvD3UTND0QftWqw9unitCh0E/6FbahJtXx5fMotG5UCx1aNMD0iWMRE/0aAPD+XRzu3r4JS0srDOrVGS0bVMewft1x8/pVgSPOnV/lXPqVWCzGxHFj0KV7L7gVKSp0OLmWkBAPADAzNwcAvHsXh8hbN2FlZYXeXTuiQS0/9O/VFdevRQgZpkJ8Tk/HyYN7YGRsAqfCxaRlurq6MlkWfX0DAMD9yOtChKkyWlpaKnupqzydiXj+/DkmT56MtWvXfnee1NRUpKamypR91tKHgYGBssPTaD169UVCQiJaNmsEHR0diEQiDBo6HI2aNM3+w2ri8MEDuHf3DjZt3Sl0KPSTfoVtqEl1LFHKE79PmoZCzi6Ii41F+OplGNq3G9Zt2SPN4oatWoYBw0aiSDEPHDnwJ0YO6o11W/agoJOzwNH/nF/hXJpR2NpV0NHVQYdOXYQOJdfEYjFCZ89Eaa9y0gbRyxdf9tNVy5dg6IjRKObhgYP7/sTgvj2xeecfcHJ2ETDin3P1wl9YFDweaakpsLCyQUDwYpiZWwAASpapgI0rQrFvxwY0bNEeKSnJ2Lp2MQDgw7tYAaOmvCBPNyLevXuH8PDwHzYigoODMXXqVJmygAmTMH7iFCVHp9mOHjmEQwf2IWjWHLi5FcH9+/cwZ1YQbG3t0Kx5S6HDy7Xo168RMnMGlq9aywanmvoVtqGm1bFyFT/p/92KuqN4KU+0b1Yfp44fgbNrYQBA01a/oWHTL+eYou7FcfXKRRzctwd9Bw0XIuRc0/RzaUZ379zG1k0bsGnbLrW+uvrV7OBpePzwAVaEbZSWScRiAEDL1m3RtEUrAIC7RwlcuXQB+/7YjUFD/QWJNTdKeFVA8NJNiP/0AacO7cXCGeMQuHAdzC2sUNDFDf1HTcHGlaHYtnYJtHW0Ub95O5hbWkFL05+joP67sNIJ2oj4888/fzj98ePH2S4jICAA/v6yB+1nLf1cxUXA/Lmz0aNXHzRo2BgAULSYO16/eoV1q1dqxBffnTuRePcuDh3atpKWiUQiXI24jG1bNuHS1VvQ0dH5wRJIaL/CNtT0OpqamqGgkzNevohCuQqVAEDamPjK2aUw3vy/y5M60vRzaUbXIiLw7l0cGtevJS0TiUQInTsLmzeFY//hkwJGJ5/ZwdPx99kzWLF2PfLnt5eW29jaAgBc3dxk5ndxLYyY1+q5nxoa5oN9gUKwL1AIRYt7YkSPVjh9+A80b98DwJdxE761GuDj+zgYGOYDtLRwcPdm2DkUEDhyEpqgjYgWLVpAS0vrh7e6y+5qhoGBQaYrdIlp6nnrvLwkJSU50x1RtHW0IZaIBYpIsSp7e2Pnnn0yZZMmBMDVtTB69Oqj1j/MfhW/wjbU9DomJSXh1cvnqGfTFPaOBWBja4fnz57KzPM86hkqV6kqTIAKoOnn0owaNW2GSt4+MmWDB/RGoybN1abBJJFIMGfmDJw5eRxLV4fBsUBBmekOjgVga2uHZ0+fypRHPXsKH18/aAKJRIz09PRM5eaW1gCA00f+hL6ePjzLVVZ1aJTHCNqIcHBwwNKlS9G8efMsp1+/fh3ly5dXcVRZS0pKxPOoKOn7ly9f4P69uzAzN4eDgyM+fvyA6Nev8fbNGwDA0/8PorO2sYGNja0gMedGteo1sWblcjg4OMDNrQju3buLjevD0KJFa6FDUwhjYxMUKVpMpixfPiOYW1hkKldnSYmJiMq43754gXt378Lc3BwOjo4CRpZ7v8I21LQ6Ll0wB1X8qiO/vSPiYt9i3col0NbWQe16DaGlpYV2nbsjbOVSuBV1//+YiD8Q9ewJps6cJ3ToP03TzqXffhe++ua70MLCUmZ+XV1d2FjbwOWbDFNeNTtoGo4cOoDZ8xfD2NgYcbFvAQDGJqYwNDSElpYWOnXriVXLF6NoMXcUc/fAgX1/4NnTJwieM1/Y4LOQkpyE6FfPpe/fRr/C00f3YWJqDhMzc+zdvBblfarBwsoG8Z8+4NifO/A+9i28/WpLP3Pkj+0oVqI0DPPlw62rF7F59UK07zkYxiamQlRJZTShS56yCdqIKF++PCIiIr7biMguS6FKdyJvo2/PbtL382bPBAA0bdYCU2fMxJlTJzFl4jjp9IDRX7pY9R0wCP0Hfv9e2nnV2HETsHTxQgRND8T7d3GwtbVDmzbt0HfAQKFDIzlERt5G7x7/3Yt+TkgwAKBZ85aYFjRTqLDoF/X2TQymTRiLTx8/wNzSEp5lymHp2k2wsLQCAPzWoQvS0lKxJDQE8Z8+wa1oMcxZtBIFCqrvbSQ17Vx6J/I2+vXK/F3YpFkLTJ2u/ueUXTu2AgAG9O4mUz5x6gw0+X82pUPnrkhLS8X8ObPw6eNHFC3mjoXLV6NgISeVx5udx//exfQx/aXvN64IBQBUq9sYPYcG4PWLp5g/7QDiP32Aiak53IqVwKS5K1HQ5b/uWo/uR2LXhpVISUmCY0EX9Bo6Dn51Gqm8LpT3aEkE/JX+119/ITExEQ0aNMhyemJiIq5cuYLq1eW7z/2v0J1J09vHmn4FQMOrBwDII+1/+kkfktKEDkHpzPPpCR2CUol/gWPws1jzuoVl9CgmUegQlKq8i5nQIXyXaTvVPWk9flu37GfKgwTNRPj5/bj/oLGxsdwNCCIiIiIiUq48fYtXIiIiIiJV0/QeEYqg4Tf5JSIiIiIiRWMmgoiIiIgoA2YissdMBBERERERyYWZCCIiIiKijJiIyBYzEUREREREJBdmIoiIiIiIMuCYiOwxE0FERERERHJhJoKIiIiIKANmIrLHTAQREREREcmFmQgiIiIiogyYicgeMxFERERERCQXZiKIiIiIiDJgJiJ7zEQQEREREZFcmIkgIiIiIsqIiYhsMRNBRERERERyYSOCiIiIiIjkwu5MREREREQZcGB19jSyEfErbHctDe+s9z4xTegQlMrcSE/oEJROW8MPRIlEInQISmWopyN0CMqn2bsodDT8GASAtM9CR6BcZvk0/7uC1JdGNiKIiIiIiH4WMxHZ45gIIiIiIiKSCzMRREREREQZMBORPWYiiIiIiIhILsxEEBERERFlxEREtpiJICIiIiIiuTATQURERESUAcdEZI+ZCCIiIiIiNTBlyhRoaWnJvDw8PKTTU1JSMGjQIFhbW8PExAStW7dGTEyMzDKioqLQuHFjGBkZwc7ODqNHj8bnz/I/dIWZCCIiIiKiDPJyJqJkyZI4fvy49L2u7n8/50eMGIEDBw5gx44dMDc3x+DBg9GqVSv8888/AACRSITGjRvD3t4e586dw+vXr9G1a1fo6ekhKChIrjjYiCAiIiIiUhO6urqwt7fPVP7x40esWbMGmzdvRq1atQAA69atQ/HixXHhwgV4e3vj6NGjuHPnDo4fP478+fPDy8sL06ZNw9ixYzFlyhTo6+vnOA52ZyIiIiIiyuDbLkPKfKWmpuLTp08yr9TU1O/G9uDBAzg6OqJw4cLo1KkToqKiAAARERFIT09HnTp1pPN6eHjAyckJ58+fBwCcP38enp6eyJ8/v3Se+vXr49OnT4iMjJTrb8RGBBERERGRQIKDg2Fubi7zCg4OznLeypUrIywsDIcPH8ayZcvw5MkT+Pn5IT4+HtHR0dDX14eFhYXMZ/Lnz4/o6GgAQHR0tEwD4uv0r9Pkwe5MREREREQZqHJMREBAAPz9/WXKDAwMspy3YcOG0v+XLl0alStXhrOzM7Zv3458+fIpNc5vMRNBRERERCQQAwMDmJmZyby+14j4loWFBYoVK4aHDx/C3t4eaWlp+PDhg8w8MTEx0jEU9vb2me7W9PV9VuMsfoSNCCIiIiKijLRU+MqFhIQEPHr0CA4ODihfvjz09PRw4sQJ6fT79+8jKioKPj4+AAAfHx/cunULb968kc5z7NgxmJmZoUSJEnKtm92ZiIiIiIjUwKhRo9C0aVM4Ozvj1atXmDx5MnR0dNChQweYm5ujV69e8Pf3h5WVFczMzDBkyBD4+PjA29sbAFCvXj2UKFECXbp0QUhICKKjozFhwgQMGjQox9mPr9iIICIiIiJSAy9evECHDh0QFxcHW1tbVK1aFRcuXICtrS0AIDQ0FNra2mjdujVSU1NRv359LF26VPp5HR0d7N+/HwMGDICPjw+MjY3RrVs3BAYGyh2LlkQikSisZnlEUrrGVSkTrdzmv/K494lpQoegVOZGekKHoHTaefhBPYqggadOGamfxUKHoHQGeprdo1fTvycAIDlNJHQIShWXoNnfhUXzq3YgsDwKDNijsnW9XNZSZetSJGYiflKjerXw+tWrTOVt23dEwIRJAkSkeNu3bsaObVvw6tVLAIBbkaLo238gqvpVFzgy+YWtWorw1ctkygo5u2D99n2IfvUSHVo2yPJzk4PmoEbt+qoIMdcirlzG+rA1uHsnErFv32Lu/MWoWfu/e0VLJBIsX7IIe3btQHz8J5TxKodxEyfDydlFuKBzSZP20e9JTEzA0sULcfLEcbx/Fwd3j+IY8/t4lCzlKXRocgtfsxKnTx7Hs6ePYWBgCM8yXhg0bCScXVyl87x4HoVFobNx49pVpKWnwadKVfiPHQ9raxsBI8+dNzExWDBvDv75+yxSUlJQyMkJU6YFqeU2/JamHYO7d2zF7h1b8fr1l/oULlwEPfsOgI9vNZn5JBIJ/If0w4Vzf2Pm3IWoXrNOVovLk5KSErFx9RKc/+sUPr5/h8JF3dF36BgUK14KALBp7TL8dfII3r6Jhq6uHoq4l0DXPoPhXkL991dSLDYiftLGrTshFv93BeThgwcY0Kcn6tZTjx+cOZHf3h5DR4yCk7MzIJHgzz/2YviQQdi6cw+KFCkqdHhycylcBHMXr5K+19HRAQDY5rfHroOnZObdt2cHtm0KQ2UfP5XGmBspyckoVswDzVu2xqjhQzJND1+7Gls2b0Dg9JlwLFAQyxYvwKB+vbHzjwNy94PMKzRtH81K4OSJePjwAaYHzYKtnR0O7v8T/fv0wK69B2D3zb2+87prV6+gdbsOKFGyFESfRVi2eD6GDeiNLbv3IV8+IyQnJ2HYwD4oUswdi1euAwCsXLoQo4cNwur1W6CtrX6Zg08fP6J7lw6oWKkyFi9fBUtLK0Q9ewozM3OhQ1MITTsGbe3yY+DQESjk5AyJBDi4by/GjBiM8C27UNjtv/ps3bRepbcAVaRFs6bi2ZOHGDl+OqxsbHHq6AFM8O+Ppet3wcY2PwoUckb/4b/D3rEgUlNT8Mf2TZg4cgBWbfkT5hZWQoevMuq6fVWJjYifZGUleyCtW70KhQo5oXzFSgJFpHjVa9SSeT9k2Ajs2LYFt25cV8svBx0dHVhlcTUzq/K/z5xEjdr1kc/ISFXh5ZqvXzX4+lXLcppEIsHmjevRu29/1KhVGwAQGDQLdWv44vTJ46jfsLEqQ1UYTdtHv5WSkoITx48idOESlK9QEQDQf+AQnD19Cju2bcGgocOFDVBO85eslHk/cWoQGtauint37qBs+Qq4ef0aXr96ifVbdsHYxAQAMCkwGHWre+PKpQuo5F1FiLBzZd3a1bC3d8DU6f89OKpAwYICRqRYmnYM+lWvKfO+/+Dh2L1zK27fuiltRPx7/y62bAzDuo3b0aSeemVcUlNT8M/ZE5gYFIpSXuUBAJ16DsClc2dxaO8OdOkzGDXqNpL5TO/BI3H0wB48efQAXuUrCxE25VHqd1knD0pPT8PB/X+iectWGttyFYlEOHzwAJKTk1Daq6zQ4fyUl8+j0KZxLXRs2QDTJ41FTPTrLOe7fzcSD/+9h0bNWqk4QuV5+eIFYmPfonKGH2GmpqYo5VkaN29cFy4wBdKEffRbItFniEQi6OvLZooMDA1x7VqEQFEpTkJCPADAzPzLVfm0tDRoaWlBT19fOo++gQG0tbVx4/pVQWLMrTOnTqJEyVIY7T8MtapVQfs2LbF753ahw1IKTTsGRSIRjh05iJTkZHiWLgPgS8Z38rjRGPX7BFjb2AocofxEIhHEIhH0vj2nGBgg8ta1TPOnp6fj8J9fGvWubsVUFWaeoKWlpbKXuhI8E5GcnIyIiAhYWVlluj9tSkoKtm/fjq5du37386mpqUhNTZUpE2nrq7R7xqkTJxAfH4+mLdRzYMyPPPj3Prp2ao+0tFTkMzLCvAVL4OZWROiw5Fa8pCfGTpqGQk4uiIuLxfrVyzCsXzes3bwHRsbGMvMe3LcHzi6FUaq0lzDBKkFc3FsAgJW1tUy5tbUNYmNjhQhJYTRlH82KsbEJSpfxwqoVS+FauDCsrW1w+OAB3LxxHYWcnIQOL1fEYjHmz5mJ0l7l4Pb/K9alPMvAMF8+LFkwFwMGD4cEEixZMA8ikQhxsW8FjvjnvHzxHDu2bUHnrt3Rq08/RN6+hZDgGdDV00Oz5prxnaFpx+DDB/+ib/cOSEtLQ758Rpg5dyFcC3+pz/y5M+FZpiyq1agtcJQ/x8jIGB4lS2Nr+EoUcnaFhaU1zp44jHuRN+FQoJB0vkvnziJk6likpqTA0toG0+Yuh7mFpYCRU14kaCbi33//RfHixVGtWjV4enqievXqeP36v6vDHz9+RI8ePX64jODgYJibm8u85swK/uFnFG3v7p3wreoHOzv16p+cEy6urti2ay82bN6Otm07YNL4sXj06KHQYcmtchU/1KhdH25F3VHJ2xczQ5ciIT4ep04ckZkvNSUFJ44c1KgshKbTlH30e6YHh0AikaB+7eqoXL40tmzegAYNG0NbS70TybODp+HRwweYPnOOtMzSygpBIaH4++xp1PStgDp+lZGQEA/34iWgpab1FYsl8CheAkOG+8OjeAm0/q0dWrb+DTu3bxU6NIXRtGPQ2cUF4Vt2Y3X4VrT8rR2mTRqHJ48f4q8zJxFx+SKGj/pd6BBzZeSEGYAE6NaqHlrWqYQ/d25GtdoNZI6x0mUrYuGabZi9NBzlK/li1uQx+PD+nYBRC0BNHjYnJEEzEWPHjkWpUqVw5coVfPjwAcOHD4evry9Onz4NpxxeZQsICIC/v79MmUhb/ztzK96rVy9x8cJ5zJm/SGXrVCU9PX04OTkDAEqULIXIyFvYvHE9Jk6W/37CeYmJqRkKOjnj1fMomfIzJ48hNSUZ9Ro1FSgy5bC2/pJ2fxcXB1tbO2l5XFws3D2KCxWWQmjqPvpVoUJOWBO2EclJSUhITICtrR3GjhqBAgULZf/hPGrOzOn4568zWL5mPezy28tMq+zji137juDD+/fQ0dWBqakZGtXxQ4H6DQWKNndsbG1R+Jur8q6F3XDi+FGBIlI8TTsG9fT0Uej/9fEoURJ3I29j2+YNMDAwxMsXz1GvurfM/ONGD0eZsuWxdFW4EOHKzaFAIcxctAYpyclISkyAlY0tZk0eA3vHAtJ5DPPlg2NBJzgWdIJHydLo06Epjh7Yg7adewkYOeU1gjYizp07h+PHj8PGxgY2NjbYt28fBg4cCD8/P5w6dQrG33QzyYqBgUGmrkuqfE7En3t2w8rKGn7V1Gtw1c8Si8VIS1P/+1YnJyXh1cvnqNtQtrFwcN9uVPGrCQtLzboDRYGCBWFjY4tLF89LGw0JCQm4fesmfmvXQeDoFEtT9tFv5TMyQj4jI3z6+BHnzv2N4SNGCR2S3CQSCebOmoEzJ49jyaowOBb4/gBjC8svXSeuXLqA9+/ewa96re/Om5d5lS2LZ0+fyJRFPXsKBwdHgSJSPk07BiViCdLT09Gn/2A0a9lGZlrnts0xbORYVK1W8zufzrsM8+WDYb58SIj/hKuXz6FH/+HfnVcikSBdg7ZpTqjzWAVVEbQRkZycDF3d/0LQ0tLCsmXLMHjwYFSvXh2bN28WMLrsicVi/LF3D5o0byFTD02xMHQufP2qwd7BAUmJiTh0YD+uXL6EpSvWCB2a3JYtmAMfv+qwt3dEbOxbhK1aAm1tHdSu99/VzZfPo3DzWgRmhi79wZLyrqSkRDyP+i+z8vLlC9y/dxdm5uZwcHBEx85dsXrFcjg5ucCxQAEsW7wQtrZ2qFFLfe5v/i1N2ke/59w/f0EiAVxcXPE86hlC582Gq2thNGuhfl3uZgdPw9FDBxASuhjGxsbScQ7GJqYwNDQEAOz/YzdcXN1gYWmJWzevI3R2MNp36irzLAl10rlLd3Tv0gFrVi5H3QYNEXnrJnbt3K62V+m/pWnH4NJF8+BT5Ut9EhMTcfTwflyNuIT5S1bB2sY2y8HU+e0dftggzmsiLp0DJBIUKOSC1y+jsHZZKAo6uaJOo+ZISU7Gtg2rUNm3BqysbfDp4wfs37MNcbFvULVmXaFDpzxG0F++Hh4euHLlCooXl+1OsXjxYgBAs2bNhAgrxy6eP4fo16/QoqX6fZnnxLt3cZgwbixi376BiakpihVzx9IVa+BTxVfo0OT29k0Mpk8ci08fP8DcwhKeZcphyZpNMhmHg/v2wNYuPypUVr/bSALAncjb6Nuzm/T9vNkzAQBNm7XA1Bkz0a1nbyQnJ2P61EmIj/8Er7LlsXj5KrV9RgSgWfvo9yTEJ2DRgnmIiYmGubkFatepi0FDR0BPT/2eer57x5dxAAP7dJMpnzB1Bpo0+zLI+NnTp1i6KBSfPn6Eg2MBdO/VDx06d8u0LHVR0tMTc+cvwqIF87By+VIUKFAQo8cGoFETzegyqWnH4Pt37xA46XfExb6FiYkp3IoWw/wlq9Ty9sLfk5QQj/CVixD7NgampuaoUr02uvYZDF1dPYhFYrx49hQnDo/Ep48fYGZmgaIeJTFr0Vo4u6rvYPmfwUxE9rQkEonq+v58Izg4GH/99RcOHjyY5fSBAwdi+fLlEIvFci1Xld2ZhKKlziNxcuB9omanTc2N1O8HoLy0NfwELOCpUyVSP8t33lVHBnrqOVg7pzT9ewIAktNE2c+kxuISNPu7sGj+fEKH8F3OQ/epbF3PFqrnRQVBGxHKwkaE+mMjQv2xEaHe2IhQf5r+PQGwEaHu8nIjwmXYfpWt6+mCJipblyJp9hmUiIiIiIgUTvNGAxMRERER5QLHRGSPmQgiIiIiIpILMxFERERERBkxEZEtZiKIiIiIiEguzEQQEREREWXAMRHZYyaCiIiIiIjkwkYEERERERHJhd2ZiIiIiIgyYHem7DETQUREREREcmEmgoiIiIgoAyYissdMBBERERERyYWZCCIiIiKiDDgmInvMRBARERERkVyYiSAiIiIiyoCJiOwxE0FERERERHJhJoKIiIiIKAOOicgeMxFERERERCQXZiLUlKY3kC2M9IQOQamS0kRCh6B0JoaafXrR9KtUBrqaf41JW8O34a/AQE+z99MCloZCh/DL4ukhe5p99BERERERkcJp9qVCIiIiIiI5aWszFZEdZiKIiIiIiEguzEQQEREREWXAMRHZYyaCiIiIiIjkwkwEEREREVEGmn4HPkVgJoKIiIiIiOTCRgQREREREcmF3ZmIiIiIiDJgb6bsMRNBRERERERyYSaCiIiIiCgDDqzOHjMRREREREQkF2YiiIiIiIgyYCYie8xEEBERERGRXJiJICIiIiLKgImI7DETQUREREREcmEmgoiIiIgoA46JyB4zEUREREREJBc2In7S8iWLULaUh8yrZdOGQoelcFs3b0LDurVQsawnOrX/Dbdu3hQ6JIVKTEzA7FlBaFivFrwrlEG3zu0RefuW0GH9lD07tqJru5aoW60S6larhL7dO+L8P38BAF6/egnf8iWzfJ08dkTgyHNHk/fRiCuXMWRgf9SpURVlSrrj5InjQoekUCKRCEsWLUDjBrXhXaEMmjasi5XLl0IikQgdmsKsWbUCHdu2hk/Fsqjh54PhQwbi6ZPHQoelcJpyHEZcuYxhg/ujXi0/lPP0wKlvjjmJRIJlixeiXk0/+FQog/69eyDq2VNhglWQX+E4/BlaWqp7qSs2InLBrUhRHDv9l/S1dv1moUNSqMOHDmJOSDD6DRyErTv2wN3dAwP69UJcXJzQoSlM4OSJuHD+HKYHzcL23X/Cp4ov+vfpgTcxMUKHJjfb/PnRf8gIrN24A2s2bEf5ipXxu/9gPH70EHb57fHnkdMyr179BiGfkRG8fasKHfpP0/R9NDk5Ce7u7giYMFnoUJQibO0q7Ny+Bb+Pm4jdfxzA0BEjEb5uNbZs3iB0aApz5fIltOvQCRu2bMeKVevw+fNn9O/TC0lJSUKHpjCadBymJCejWDEP/D5+UpbTw9d+2T/HTZyC8E3bkS9fPgzq1xupqakqjlRxfoXjkJSDYyJyQUdHBzY2tkKHoTQbwtehVZu2aNGyNQBgwuSpOHv2NPbu3oVeffoKHF3upaSk4MTxowhduATlK1QEAPQfOARnT5/Cjm1bMGjocGEDlFPVajVl3vcbNAx7dm5F5K0bKOxWBNbf7KtnT59A7boNYGRkrMowFUrT99GqftVR1a+60GEozY3r11C9Zm34VasBAHAsUBCHDx1A5C31zAZmZdnKNTLvA2fMRE0/H9y9Eyk976g7TToOff2qwdevWpbTJBIJNm9cj959+6NGrdoAgMCgWahbwxenTx5H/YaNVRmqwvwKx+HP4JiI7DETkQtRUc9Qt6YfmjSog3FjR+H161dCh6Qw6WlpuHsnEt4+VaRl2tra8Paugps3rgkYmeKIRJ8hEomgr28gU25gaIhr1yIEikoxRCIRjh85iJTkZJQqXSbT9Ht3I/Hg/j00ad5KgOgU41fYRzVdGa+yuHTxPJ49fQIAuH//Hq5fvQrfqln/iNMECfHxAAAzc3OBI1GMX+k4fPniBWJj36Ky9391NTU1RSnP0rh547pwgeXSr3gckmIInom4e/cuLly4AB8fH3h4eODevXtYsGABUlNT0blzZ9SqVeuHn09NTc2URhRp68PAwOA7n1CMUqXLIHB6MJxdXBEb+wYrli5Bz66dsXPvnzA2NlHqulXh/Yf3EIlEsLa2lim3trbGEw3pz2tsbILSZbywasVSuBYuDGtrGxw+eAA3b1xHIScnocP7KY8e/It+PToiLS0N+fIZIWjOQrgWLpJpvv17d8HFtTA8y5QVIErF+BX2UU3Xo1dfJCQkomWzRtDR0YFIJMKgocPRqElToUNTCrFYjJBZQfAqWw5FixYTOhyF+JWOw7i4twAAq0x1tUFsbKwQISnEr3Yc5hQTEdkTNBNx+PBheHl5YdSoUShbtiwOHz6MatWq4eHDh3j27Bnq1auHkydP/nAZwcHBMDc3l3nNmRWs9Nir+lVD3foNUMzdHVV8/bB42UokxH/C0cOHlb5uUpzpwSGQSCSoX7s6KpcvjS2bN6BBw8bQ1lLPJJ2TiwvCtuzCyvAtaNGmHWZMHocnjx/KzJOakoJjhw+iSfPWAkVJ9MXRI4dw6MA+BM2ag83bdiFwxkxsCFuLP//YI3RoShE0fSoePXiAkDmhQodCJPWrHYekOIJmIgIDAzF69GhMnz4dW7duRceOHTFgwADMmDEDABAQEICZM2f+MBsREBAAf39/mTKRtr5S486KqZkZnJxd8DzqmcrXrQyWFpbQ0dHJNDAuLi4ONjY2AkWleIUKOWFN2EYkJyUhITEBtrZ2GDtqBAoULCR0aD9FT08fBQs5AwA8ipfEvTu3sWPLRowZP0U6z6kTR5GSkowGTZoJFKVi/Cr7qCabP3c2evTqgwb/70tetJg7Xr96hXWrV6JZ85YCR6dYQdMDcfbMaawN34j89vZCh6Mwv9JxaG39ZVzZu7g42NraScvj4mLh7lFcqLBy7Vc6DuXBMRHZE/Rya2RkJLp37w4AaNu2LeLj49GmTRvp9E6dOuFmNreJMzAwgJmZmcxL2V2ZspKUlIgXz5/DxlYzBlrr6eujeImSuHjhvLRMLBbj4sXzKK3GXWC+J5+REWxt7fDp40ecO/c3atT8cTc6dSEWi5GWliZTtv+P3ahavSYsLa0EikoxfrV9VBOlpCRDS1v2a0hbRxtiiVigiBRPIpEgaHogTp44hlVrw1FQTS9QfM+vdBwWKFgQNja2uHTxv7omJCTg9q2bKF3GS7jAculXOA5JOQQfE/G1paetrQ1DQ0OYZxhsZmpqio8fPwoV2g/Nmz0L1WrUhKOjI968eYPlSxZDW0cbDRo1ETo0henSrQcmjhuLkiVLoZRnaWzcEI7k5GS0aKm+g3G/de6fvyCRAC4urnge9Qyh82bD1bUwmrVQvzouWxQKH18/5Ld3QFJiIo4ePoBrEZcxb/FK6Twvnj/D9atXMGfhMgEjVRxN30eTEhMRFRUlff/yxQvcu3sX5ubmcHB0FDAyxahWvSbWrFwOBwcHuLkVwb17d7FxfRhatNCcrnZB06bi0MH9mL9oKYyNjBH79ku/ehNTUxgaGgocnWJo0nGYlJSI5xmPuZcvcP/eXZiZm8PBwREdO3fF6hXL4eTkAscCBbBs8ULY2tqhRq06AkadO7/CcfgzmIjInqCNCBcXFzx48ABubm4AgPPnz8Mpw4DWqKgoODg4CBXeD8XExCBgzEh8/PABllZW8CpbHus3bYOVlXpf3c2oQcNGeP/uHZYuXojY2Ldw9yiOpStWw1qDUtQJ8QlYtGAeYmKiYW5ugdp16mLQ0BHQ09MTOjS5fXj/DtMmBSAu9i2MTUxRpGgxzFu8EpUy3Elk/x97YGeXH5W8fQWMVHE0fR+NjLyN3j26St/PCfky3qtZ85aYFjRTqLAUZuy4CVi6eCGCpgfi/bsvXUTatGmHvgMGCh2awmzftgUA0Kt7F5nywOnBaK6GP7KzoknH4Z3I2+jbs5v0/bzZX46zps1aYOqMmejWszeSk5MxfeokxMd/glfZ8li8fJUgPSAU5Vc4Dkk5tCQCPpJw+fLlKFSoEBo3zvreyuPGjcObN2+wevVquZablK75T1nU1vAmslis2dswKU0kdAhKZ2IoeKKTckHTj0EA0NbW7PPor0Ck4fuppu+hRvp5t4aVgk6rbF2XxtVQ2boUSdBGhLKwEaH+NP0HDBsRlNdp+jEIsBGhCdiIUG95uRFROfiMytZ1MUA9HyqqnvexJCIiIiIiwfBSIRERERFRBhre4UMhmIkgIiIiIiK5MBNBRERERJQBHzaXPWYiiIiIiIhILsxEEBERERFlwERE9piJICIiIiIiuTATQURERESUAcdEZI+ZCCIiIiIikgszEUREREREGTARkT1mIoiIiIiISC7MRBARERERZcAxEdljJoKIiIiIiOTCTAQRERERUQbMRGSPmQgiIiIiIjUzc+ZMaGlpYfjw4dKylJQUDBo0CNbW1jAxMUHr1q0RExMj87moqCg0btwYRkZGsLOzw+jRo/H582e5189GBBERERFRBlpaqnv9jMuXL2PFihUoXbq0TPmIESOwb98+7NixA2fOnMGrV6/QqlUr6XSRSITGjRsjLS0N586dQ3h4OMLCwjBp0iS5Y2AjgoiIiIhITSQkJKBTp05YtWoVLC0tpeUfP37EmjVrMG/ePNSqVQvly5fHunXrcO7cOVy4cAEAcPToUdy5cwcbN26El5cXGjZsiGnTpmHJkiVIS0uTKw42IoiIiIiIBJKamopPnz7JvFJTU787/6BBg9C4cWPUqVNHpjwiIgLp6eky5R4eHnBycsL58+cBAOfPn4enpyfy588vnad+/fr49OkTIiMj5YpbIwdWa3MwjNrT9AFNJoYaeejJEEskQoegVJp+ntHW1uz6kWYQizX7PJOSLhY6BKUy0s+734Wq/B0SHByMqVOnypRNnjwZU6ZMyTTv1q1bcfXqVVy+fDnTtOjoaOjr68PCwkKmPH/+/IiOjpbOk7EB8XX612nyyLtbj4iIiIhIwwUEBMDf31+mzMDAINN8z58/x7Bhw3Ds2DEYGhqqKrzvYncmIiIiIqIMVDmw2sDAAGZmZjKvrBoRERERePPmDcqVKwddXV3o6urizJkzWLhwIXR1dZE/f36kpaXhw4cPMp+LiYmBvb09AMDe3j7T3Zq+vv86T06xEUFERERElMfVrl0bt27dwvXr16WvChUqoFOnTtL/6+np4cSJE9LP3L9/H1FRUfDx8QEA+Pj44NatW3jz5o10nmPHjsHMzAwlSpSQKx52ZyIiIiIiyiAvjs00NTVFqVKlZMqMjY1hbW0tLe/Vqxf8/f1hZWUFMzMzDBkyBD4+PvD29gYA1KtXDyVKlECXLl0QEhKC6OhoTJgwAYMGDcoy+/EjbEQQEREREWmA0NBQaGtro3Xr1khNTUX9+vWxdOlS6XQdHR3s378fAwYMgI+PD4yNjdGtWzcEBgbKvS4tiUTzbqGSIv9D9yiP0by9UlYevMChcLw7ExEpW/pnzb57kabfncnWNO9ey6696LzK1nViiI/K1qVIHBNBRERERERyybtNQCIiIiIiATDbnD1mIoiIiIiISC7MRBARERERZcBERPaYiSAiIiIiIrkwE0FERERElEFefE5EXsNMBBERERERyYWZCCIiIiKiDLSZiMgWMxFERERERCQXZiKIiIiIiDLgmIjsMRNBRERERERyYSaCiIiIiCgDJiKyx0zET1qzagU6tm0Nn4plUcPPB8OHDMTTJ4+FDkvhtm7ehIZ1a6FiWU90av8bbt28KXRISrF29Up4lXJHyMwZQoeicJq8Dd/ExGD82NGo4VsZ3uXL4LeWTRF5+5bQYSmcpm7DX+U8CmjuNvxKU+p3NeIyRgwZgAZ1qqFCmeI4ffK4zPS4uFhMmRiABnWqwbdyWQwZ0AdRz54KE6wCbAhbhaoVSmLB3OBM0yQSCUYO7YeqFUri7OkTAkRHeR0bET/pyuVLaNehEzZs2Y4Vq9bh8+fP6N+nF5KSkoQOTWEOHzqIOSHB6DdwELbu2AN3dw8M6NcLcXFxQoemULdv3cTOHVtRrJi70KEonCZvw08fP6J7lw7Q1dPF4uWrsOuPA/AfNRZmZuZCh6ZQmrwNf4XzKKDZ2xDQrPolJyejqLs7xgZMzDRNIpFg1PDBePniOebOX4JN23bD3sERA/v1RLIa7rN3I2/hz9074Fa0WJbTt29eDy3wcjx9X55rREgkEqFDyJFlK9egectWKFKkKNw9PBA4YyZev36Fu3cihQ5NYTaEr0OrNm3RomVruBUpggmTp8LQ0BB7d+8SOjSFSUpKxLjfR2PSlOkw1bAfn4Bmb8N1a1fD3t4BU6cHo5RnaRQoWBA+vlVRyMlJ6NAUSpO34a9wHgU0exsCmlU/36rVMHDwcNSsXTfTtKhnT3Hr5g38Pn4ySpbyhIuLKwImTEZqSiqOHD4gQLQ/LykpEVMnjsWY8VNhapr5u+/B/bvYuikcAZOmCRBd3qClwn/qKs81IgwMDHD37l2hw5BbQnw8AMDMXDN+iKanpeHunUh4+1SRlmlra8Pbuwpu3rgmYGSKFTQ9EH7VqsvUU1No+jY8c+okSpQshdH+w1CrWhW0b9MSu3duFzoshdL0bfgtTTuPApq/DTW9fhmlp6cD+PI75SttbW3o6+vj+rWrQoX1U+bNmo4qvtVQsbJPpmkpKcmYOmEM/MdMgLWNrQDRkboQbGC1v79/luUikQgzZ86EtbU1AGDevHk/XE5qaipSU1NlyiQ6BjIHubKJxWKEzAqCV9lyKPqdtKC6ef/hPUQikXQ7fGVtbY0nGtJn+fDBA7h39w42bd0pdChKoenb8OWL59ixbQs6d+2OXn36IfL2LYQEz4Cunh6aNW8pdHgKoenbMCNNPI8Cmr8NNb1+Gbm4uMLewQGLF4Zi3MQpyJcvHzZtCEdMTDRi374VOrwcO37kIP69dxer1m/LcvrCubNQqnRZ+NWopeLI8hY+bC57gjUi5s+fjzJlysDCwkKmXCKR4O7duzA2Ns7RPXqDg4MxdepUmbLxEydjwqQpCoz2x4KmT8WjBw8QtmGzytZJuRP9+jVCZs7A8lVrVdrgJMURiyUoUbIkhgz/ckHCo3gJPHzwADu3b9WYRsSvhOdRyut09fQwe94iTJsyAbX8vKGjo4NKlX1QpaofoB49sRET/RoL5s5E6JJVWX73/X3mJK5euYi1mzTz4hoplmCNiKCgIKxcuRJz585FrVr/tXb19PQQFhaGEiVK5Gg5AQEBmbIaEh3V/SgMmh6Is2dOY234RuS3t1fZepXN0sISOjo6mQbGxcXFwcbGRqCoFOfOnUi8exeHDm1bSctEIhGuRlzGti2bcOnqLejo6AgYYe5p+ja0sbVFYbciMmWuhd1w4vhRgSJSPE3fhl9p6nkU0PxtqOn1+1bxEiWxefseJMTHIz09HZZWVujWqR1KlCwpdGg5cv/eHbx/F4denX+TlolEIty4dgW7t29Bi9bt8PLFczSsKdvNacKY4SjtVR6LV4apOGLh8GFz2ROsEfH777+jdu3a6Ny5M5o2bYrg4GDo6enJvRwDg8xdl1I+KyrK75NIJAieMQ0nTxzDmrANKFiwkPJXqkJ6+vooXqIkLl44j1q16wD40t3g4sXzaN+hs8DR5V5lb2/s3LNPpmzShAC4uhZGj1591L4BAWj+NvQqWxbPnj6RKYt69hQODo4CRaR4mr4NNf08Cmj+NtT0+n2PiakpgC/nnLt3bmPAoKECR5QzFSp6Y/3WvTJlQYHj4excGJ269YK5hQWat2orM71r+xYY4j8Wvn41VBcoqQVBHzZXsWJFREREYNCgQahQoQI2bdqkNi2/oGlTcejgfsxftBTGRsbS/pAmpqYwNDQUODrF6NKtByaOG4uSJUuhlGdpbNwQjuTkZLRo2Sr7D+dxxsYmKPJNv+t8+YxgbmGRqVydafI27NylO7p36YA1K5ejboOGiLx1E7t2bsfEyYFCh6ZQmrwNf4XzKKDZ2xDQrPolJSXieVSU9P3Lly9w/95dmJubw97BEcePHoaFpRXsHRzw8MG/mBsShOo1a8O7iq+AUeeckbExChcpKlNmaGgEMwtzaXlWg6nz2zvAsUBBlcSYV6jJz1FBCf7EahMTE4SHh2Pr1q2oU6cORCKR0CHlyPZtWwAAvbp3kSkPnB6M5mp44sxKg4aN8P7dOyxdvBCxsW/h7lEcS1eshrUGpqg1lSZvw5Kenpg7fxEWLZiHlcuXokCBghg9NgCNmjQVOjSF0uRt+CucRwHN3oaAZtXvTmQk+vfuJn0fOmcWAKBJsxaYMi0YsW/fInTOrC/dtWxt0LhJc/TuN0CocIkEpSXJQw9mePHiBSIiIlCnTh0YGxv/9HJU0Z2JlCvv7JXK8Stc4RBr+EbU/hU2IlEel/5ZLHQISpWSrtn1szUV/Fr2d7VaE6Gyde3uVV5l61KkPLX1ChYsiIIFf610GRERERGRuslTjQgiIiIiIqEx2Zy9PPfEaiIiIiIiytuYiSAiIiIiykBd7hYqJGYiiIiIiIhILsxEEBERERFlwERE9piJICIiIiIiuTATQURERESUAZ8FlD1mIoiIiIiISC5sRBARERERkVzYnYmIiIiIKAN2ZsoeMxFERERERCQXZiKIiIiIiDLgw+ayx0wEERERERHJhZkIIiIiIqIMtJmIyBYzEUREREREJBdmIoiIiIiIMuCYiOwxE0FERERERHJhJoKIiIiIKAMmIrLHRoSaEoslQoegVJqeRpRo9uYDAGhr+Da89Pid0CEolZeThdAhKJ2+LpPx6i4+5bPQIShVPn0doUMg+i42IoiIiIiIMtD0i5mKwMswREREREQkF2YiiIiIiIgy4HMissdMBBERERERyYWZCCIiIiKiDDgmIns5akT8+eefOV5gs2bNfjoYIiIiIiLK+3LUiGjRokWOFqalpQWRSJSbeIiIiIiIBMU8RPZy1IgQi8XKjoOIiIiIiNQEx0QQEREREWWg6Q9MVYSfakQkJibizJkziIqKQlpamsy0oUOHKiQwIiIiIiLKm+RuRFy7dg2NGjVCUlISEhMTYWVlhdjYWBgZGcHOzo6NCCIiIiIiDSf3cyJGjBiBpk2b4v3798iXLx8uXLiAZ8+eoXz58pgzZ44yYiQiIiIiUhktLdW91JXcjYjr169j5MiR0NbWho6ODlJTU1GoUCGEhIRg3LhxyoiRiIiIiIjyELkbEXp6etDW/vIxOzs7REVFAQDMzc3x/PlzxUZHRERERKRiWlpaKnupK7nHRJQtWxaXL19G0aJFUb16dUyaNAmxsbHYsGEDSpUqpYwYiYiIiIgoD5E7ExEUFAQHBwcAwIwZM2BpaYkBAwbg7du3WLlypcIDJCIiIiJSJY6JyJ7cmYgKFSpI/29nZ4fDhw8rNCAiIiIiIsrb+LA5IiIiIqIM+LC57MndiHB1df3hIJDHjx/nKiB1s3XzJoSvW4PY2Lco5u6B38dNhGfp0kKHlWsikQjLly7GwQN/Ii42Fra2dmjavCX69Bug1oOAMtq+dTN2bNuCV69eAgDcihRF3/4DUdWvusCRKcfa1SuxcP5cdOzcFWN+Hy90OAqjzsfgv7ev4cjuTXj26D4+vovFwHEzUdZHdv97/fwpdoUtwb+3r0EkEsGhkCsGBATB2s4eAPDxfRx2rl2MO9cvISU5CfYFnNCobXeU960pRJV+aN2alTh14hiePXkMAwNDlPYqi8HDR8LFxVU6T2pqKubPnYVjhw8iLS0d3lV8MXb8JFhb2wgYee6p8376I2tWrcCJY0fx5MljGBgawsurLIb7j4KLa2GhQ/spYauWInz1MpmyQs4uWL99H6JfvUSHlg2y/NzkoDmoUbu+KkLMlfA1K3H65HE8e/rlGPQs44VBw0bCOcMxGBf7Fovmz8GlC+eQlJgEJxcXdO/VD7Xq1BMwcsqL5G5EDB8+XOZ9eno6rl27hsOHD2P06NGKikstHD50EHNCgjFh8lR4epbBpg3hGNCvF/7YfxjW1tZCh5crYWtXYef2LQicMRNubkUQGXkbUyaOg4mpCTp26ip0eAqR394eQ0eMgpOzMyCR4M8/9mL4kEHYunMPihQpKnR4CnX71k3s3LEVxYq5Cx2KQqn7MZiakoKCrkXhW7cJlgUFZJr+5vULzBrbD1XrNkWzjr1haGSMV1FPoKevL51n7bxAJCXGY/DEEJiYWeDimaNYETIBE+athZNb3treV69cxm/tOqJEyVIQiURYuigUQ/r3wvbd+5HPyAgAEDo7GH//dRbBs+fDxNQUs4OnYYz/UKwJ3yxw9D9P3ffTH7ly+RLadeiEkp6eEH0WYdGCeejfpxd2/3kARv/fpurGpXARzF28SvpeR0cHAGCb3x67Dp6SmXffnh3YtikMlX38VBrjz7p29Qpat+vw5Rj8LMKyxfMxbEBvbNm9D/nyfdleUycGICE+HrPnL4GFhSWOHDqACWP9sW7Tdrh7lBC4BqqjIddLlUruRsSwYcOyLF+yZAmuXLmS64DUyYbwdWjVpi1atGwNAJgweSrOnj2Nvbt3oVefvgJHlzs3rl9D9Zq14VetBgDAsUBBHD50AJG3bgkbmAJVr1FL5v2QYSOwY9sW3LpxXaMaEUlJiRj3+2hMmjIdq1Ysy/4DakTdj0HPCj7wrODz3el7N6yAZ/kqaNNjsLTMzqGgzDyP7t1CpwGj4VqsJACgSbseOP7HVjx7eD/PNSIWLVsl835yYDDq1fTF3buRKFe+IhLi4/HHnt2YPnM2Klb2BgBMCgzCby0a49bN6/As7SVA1Lmn7vvpjyxbuUbmfeCMmajp54O7dyJRvkJFgaLKHR0dHVhlkfnKqvzvMydRo3Z9aSM4r5u/RPYGOBOnBqFh7aq4d+cOypb/Mub11o1rGDNuMkqW+pIp69mnP7ZuCse9O3d+qUYEZU/uuzN9T8OGDbFr1y5FLS7PS09Lw907kfD2qSIt09bWhrd3Fdy8cU3AyBSjjFdZXLp4Hs+ePgEA3L9/D9evXoVv1WoCR6YcIpEIhw8eQHJyEkp7lRU6HIUKmh4Iv2rVZfZVTaDpx6BYLMbNK+eQv0AhhE4aDv/OjRA0sheunT8jM5+bhycu/3UcifEfIRaLcensMaSnpcHdM+/vxwkJ8QAAMzNzAMDdO5H4/DkdlSr/17BycS0MewcH3LpxXYgQc03T99NvJcT/f5uamwscyc97+TwKbRrXQseWDTB90ljERL/Ocr77dyPx8N97aNSslYojVBzpMZhhe3mWKYvjRw/h48cPEIvFX7oWpqahnJo2Cn8WnxORPYUNrN65cyesrKxytYzExERs374dDx8+hIODAzp06JBtqjc1NRWpqakyZRIdAxgYGOQqluy8//AeIpEoU3zW1tZ48kT9x4X06NUXCQmJaNmsEXR0dCASiTBo6HA0atJU6NAU6sG/99G1U3ukpaUin5ER5i1YAje3IkKHpTCHDx7Avbt3sGnrTqFDUThNPwbjP75HanISDu3cgBad+6J194GIjLiAZcEBGDljMdw9ywEA+o2djhUhEzG8YwPo6OhA38AQA8fNhJ1jIYFr8GNisRjzQoJRxqscihQtBgCIi4uFnp4eTM3MZOa1srJBXGysEGHmmqbvpxmJxWKEzAqCV9lyKPr/bapuipf0xNhJ01DIyQVxcbFYv3oZhvXrhrWb98DI2Fhm3oP79sDZpTBKqWmGTCwWY/6cmSjtVQ5uGbLvM0LmYcLYkahfowp0dHVhaGiIWfMWopCTs4DRUl70Uw+by9hqkkgkiI6Oxtu3b7F06VK5llWiRAn8/fffsLKywvPnz1GtWjW8f/8exYoVw6NHjzBt2jRcuHABrq6u311GcHAwpk6dKlM2fuJkTJg0Ra5YSNbRI4dw6MA+BM2aAze3Irh//x7mzAqCra0dmjVvKXR4CuPi6optu/YiIT4ex48ewaTxY7E6bKNGNCSiX79GyMwZWL5qrdIb1aR4ErEYAOBV2Q91W3QAADgVLoZH927hzOG90kbE3k0rkZwYD//pC2FiZoFrF85iRcgEjJm5DAVd8u5+HBIUiEePHmBV2CahQyEFCZo+FY8ePEDYBvUdv1K5yn9jG9yKuqNESU+0b14fp04cQeMMGYfUlBScOHIQXXv2EyJMhZgdPA2PHj7AynUbZcpXLFmI+PhPWLR8DSwsLHHm9AmMH+OP5Ws3SBv8vwKFddXRYHI3Ipo3by7TiNDW1oatrS1q1KgBDw8PuZZ17949fP78GQAQEBAAR0dHXL9+Hebm5khISEDLli0xfvx4bN78/RNSQEAA/P39ZcokOsr/wWRpYQkdHR3ExcXJlMfFxcHGRr3vIgIA8+fORo9efdCgYWMAQNFi7nj96hXWrV6pUY0IPT19OP3/6kqJkqUQGXkLmzeux8TJgQJHlnt37kTi3bs4dGj73xefSCTC1YjL2LZlEy5dvSUdMKiONP0YNDGzgI6ODhycZC+i2BdywcM7NwB8GXh9av9OTFm8CQWcv9wNp5BrUTyMvI5TB3ahy6CxKo87J0KCpuGvs2ewcu0G5M9vLy23trZBeno64j99kslGvHsXC2s13aaavp9+FTQ9EGfPnMba8I3Ib2+f/QfUhImpGQo6OePV8yiZ8jMnjyE1JRn1Gqlndn7OzOn4568zWL5mPewyHIMvnkdh57bN2LzzDxR2+5KdKOrugetXI7Br22aMnTBFoIgpL5K7ETFlyhQlhAGcP38ey5cvh/n/++WZmJhg6tSpaN++/Q8/Z2CQuetSymelhChDT18fxUuUxMUL51Grdh0AX1KDFy+eR/sOnZUfgJKlpCRDS1u2Ha6tow2xRCxQRKohFouRlpYmdBgKUdnbGzv37JMpmzQhAK6uhdGjVx+1bkAAmn8M6urpwaVoccS8kP3xEvMyCta2X77001JTAHy5mJORlrYOJBKJagKVg0Qiwezg6Th98jiWrwlHgYKyg8SLlygJXV09XL50QXo7yadPnyD69Wt4lvESIOLc0/T9VCKRIHjGNJw8cQxrwjagYMG83Y1OXslJSXj18jnqNpRtLBzctxtV/GrCwjJ33bhVTSKRYO6sGThz8jiWrAqDYwHZYzAl5cs5RUtL9pyio6MDcR48pyiTOo9VUBW5GxE6Ojp4/fo17OzsZMrj4uJgZ2cHkUgk1/K+bqSUlBQ4ODjITCtQoADevn0rb4gq06VbD0wcNxYlS5ZCKc/S2LghHMnJyWjRUn0HWX1VrXpNrFm5HA4ODnBzK4J79+5i4/owtGjRWujQFGZh6Fz4+lWDvYMDkhITcejAfly5fAlLV6zJ/sNqwNjYJFPqOV8+I5hbWGhMSlrdj8GU5CS8ef1C+j425hWiHv8LYxMzWNvZo16rTlgZMhFFS3nBw7Mcbl+9gJuX/sGooCUAAPuCLrBzKIgNS2bht56DYWxqjusXzuLu9UsYMmmOUNX6rllBgThy6ADmzF8MI2NjxMZ+Ob+bmJjC0NAQJqamaN6yFULnzISZmTmMTUwwe+Z0eJbxUts7MwHqv5/+SNC0qTh0cD/mL1oKYyNjxP7/O9vE9Ms2VTfLFsyBj1912Ns7Ijb2LcJWLYG2tg5q12sonefl8yjcvBaBmaHydeHOC2YHT8PRQwcQEroYxsbGiPv/MWj8/2PQxcUVBQs5Ydb0KRjiPxrm5hY4c+oELl04h7kL1K++pFxaEjkvV2lrayM6OjpTI+LVq1dwc3NDcnKyXMsqVaoUdHV18eDBA4SFhaF16/9+pJ49exYdO3bEixcvfrCUzFSRifhqy6aN0gcIuXsUx9hxE1C6dBmlr1csVu4VgcTEBCxdvBAnTxzH+3dxsLW1Q4OGjdF3wEDo6elnv4BcUsUVgCkTx+HixQuIffsGJqamKFbMHd179oFPFV+lr1sovbp3gbuHh0oeNqeqizhCHYOXHr/L9TLu37qKOeMGZSr3qdUIPUdMBAD8fWwfDu1Yj/dxb5C/gDOad+wNL+//7pIW8+o5doctxYO7N5CanAw7h4Ko17IjfGo1zLRceXg5WeTq81mpWKZ4luWTAoPQ9P/dJL8+bO7ooYNIS0uTPmzOxsZW4fHo66qu17NQ+6mylSmZ9W2EA6cHo7kKGknvEhSbOQ4cPxo3r0fg08cPMLewhGeZcug1YCgKZMiwrFq6AMcP78eWvUcyZQEVLZ++YjPG3mWzvkXrhKkz0KTZl2Mw6tlTLF0YihvXryI5KQkFCzmhU9ceaNikmUJjAQBLo7ybER/+xz2VrWt+c/mGA+QVOW5ELFy4EAAwYsQITJs2DSYmJtJpIpEIZ8+exdOnT3HtWs5vWfftgGhvb2/Ur//fEx9Hjx6NFy9eYMuWLTleJqDaRoRQlN2IEBrTiOpP0zehIhoReZkyGhF5jSobEaQcim5E5DWKbkTkNWxEfKHxjYivd0h69uwZChYsKNOfWl9fHy4uLggMDETlypWVE6kc2IhQf2xEqD9N34RsRKg/NiLUHxsR6o2NiC/UtRGR4zERT558eehYzZo1sXv3blhaWiotKCIiIiIioWhr+IUwRZB7YPWpU6eUEQcREREREakJuXO5rVu3xqxZszKVh4SE4LffflNIUEREREREQtHS0lLZSx7Lli1D6dKlYWZmBjMzM/j4+ODQoUPS6SkpKRg0aBCsra1hYmKC1q1bIyYmRmYZUVFRaNy4MYyMjGBnZ4fRo0dLn9smD7kbEWfPnkWjRo0ylTds2BBnz56VOwAiIiIiIspewYIFMXPmTERERODKlSuoVasWmjdvjsjISABfboC0b98+7NixA2fOnMGrV6/QqpXsQ2cbN26MtLQ0nDt3DuHh4QgLC8OkSZPkjkXuW7zmy5cP169fh7u77G3d7t27h7Jly8p1i1dl4cBq9ceB1epP0zchB1arPw6sVn8cWK3e8vLA6tH776tsXbObZH2r5JyysrLC7Nmz0aZNG9ja2mLz5s1o06YNgC+/z4sXL47z58/D29sbhw4dQpMmTfDq1Svkz58fALB8+XKMHTsWb9++hb5+zm/jL/cZ1NPTE9u2bctUvnXrVpQokfX9h4mIiIiIKLPU1FR8+vRJ5pWamprt50QiEbZu3YrExET4+PggIiIC6enpqFOnjnQeDw8PODk54fz58wCA8+fPw9PTU9qAAID69evj06dP0mxGTsk9sHrixIlo1aoVHj16hFq1agEATpw4gc2bN2Pnzp3yLo6IiIiIKE9RZTY9ODg407PTJk+ejClTpmQ5/61bt+Dj44OUlBSYmJhgz549KFGiBK5fvw59fX1YWFjIzJ8/f35ER0cDAKKjo2UaEF+nf50mD7kbEU2bNsXevXsRFBSEnTt3Il++fChTpgxOnjwJKysreRdHRERERPTLCggIgL+/v0yZgYHBd+d3d3fH9evX8fHjR+zcuRPdunXDmTNnlB1mJnI3IgCgcePGaNy4MQDg06dP2LJlC0aNGoWIiAiIRCKFBkhEREREpEraKkxFGBgY/LDR8C19fX0UKVIEAFC+fHlcvnwZCxYsQLt27ZCWloYPHz7IZCNiYmJgb28PALC3t8elS5dklvf17k1f58mpnx5VdvbsWXTr1g2Ojo6YO3cuatWqhQsXLvzs4oiIiIiISE5isRipqakoX7489PT0cOLECem0+/fvIyoqCj4+PgAAHx8f3Lp1C2/evJHOc+zYMZiZmck9tlmuTER0dDTCwsKwZs0afPr0CW3btkVqair27t3LQdVEREREpBHy6r3bAgIC0LBhQzg5OSE+Ph6bN2/G6dOnceTIEZibm6NXr17w9/eHlZUVzMzMMGTIEPj4+MDb2xsAUK9ePZQoUQJdunRBSEgIoqOjMWHCBAwaNEiubAggRyOiadOmOHv2LBo3boz58+ejQYMG0NHRwfLly+WrPRERERERye3Nmzfo2rUrXr9+DXNzc5QuXRpHjhxB3bp1AQChoaHQ1tZG69atkZqaivr162Pp0qXSz+vo6GD//v0YMGAAfHx8YGxsjG7duiEwMFDuWHL8nAhdXV0MHToUAwYMQNGiRaXlenp6uHHjRp7KRPA5EeqPz4lQf5q+CfmcCPXH50SoPz4nQr3l5edEjD/0r8rWNaNhMZWtS5FyfAb9+++/ER8fj/Lly6Ny5cpYvHgxYmNjlRkbERERERHlQTluRHh7e2PVqlV4/fo1+vXrh61bt8LR0RFisRjHjh1DfHy8MuMkIiIiIlIJbS0tlb3Uldy5XGNjY/Ts2RN///03bt26hZEjR2LmzJmws7NDs2bNlBEjERERERHlIbnqEOru7o6QkBC8ePECW7ZsUVRMRERERESC0dJS3UtdKWRUmY6ODlq0aIE///xTEYsjIiIiIqI87KeeWJ3XpX0WCx2C0qlzyzVHcnbTMLWlq635d4XR8E2o8XcvevI2UegQlK6wrbHQIVAuqXN/8pw4fD9a6BCUqkPZAkKH8F3amr1rKYTm/5IhIiIiIiKFYiOCiIiIiIjkopHdmYiIiIiIfpamd5VTBGYiiIiIiIhILsxEEBERERFlwERE9piJICIiIiIiuTATQURERESUAW/xmj1mIoiIiIiISC7MRBARERERZaAFpiKyw0wEERERERHJhZkIIiIiIqIMOCYie8xEEBERERGRXJiJICIiIiLKgJmI7DETQUREREREcmEmgoiIiIgoAy0+sjpbzEQQEREREZFcmIkgIiIiIsqAYyKyx0wEERERERHJhZmIHFq3ZiVOnTiGZ08ew8DAEKW9ymLw8JFwcXGVzrN753YcObQf9+/eQWJiIk7+dRGmZmYCRi2fq1cuY0PYWty9G4nYt28xZ/4i1KhVR2aeJ48fYWHoXFyNuAzRZxEKu7khZN4C2Ds4ChR1zmVXvwqli2f5uaEjRqFrj16qClNp1q5eiYXz56Jj564Y8/t4ocNROE2oX3bnmY8fP2Dl0sW4cP4fxES/hoWlFWrUrI3+g4bCxNRU4Ogzu3PzKv7cvgFPHtzF+7hYjJo6B5V8awAAPn/+jK3rluLaxX/wJvoljIxN4Fm2Ejr2HgIrG1vpMmZNHIGnD//Fpw/vYWxqCs9yldCp91CZefKSqxHfnGdCZc8zSUmJWDR/Hs6cOoGPHz/AsUBBtOvQGW3athcw6pzLrn5xcbFYNH8uLpz/B/Hx8ShXrgJG/z4eTs4uwgUth3UrlyBs9TKZMidnV2zYsU+mTCKRYMzwAbh0/m9MD1kAvxq1VRlmjv21dzPuXvoLsa+ioKtvgELFSqJuxz6wcXQCACQlfMLpHWF4dPMKPsa+gZGZBTwq+qJW2x4wNDKRLudDbAwOrJmPJ5HXoW+YD17V6qF2hz7Q0dERqmpKxyER2WMjIoeuXrmM39p1RImSpSASibB0USiG9O+F7bv3I5+REQAgJSUZPlX84FPFD0sWzhM4YvklJyejqLs7mrVshdEjhmaa/uJ5FHp364RmLVuj38DBMDExwaOHD6GvbyBAtPLLrn6HT56VeX/u778wbfIE1KpbT1UhKs3tWzexc8dWFCvmLnQoSqEp9cvuPPP2zRu8ffsGw/zHoLCbG16/eoWZ06fg7ds3mDV3gdDhZ5KakgyXwkVRq0EzzJkyWmZaWkoKnjy4h9ade8PFrSgS4uMRtnQOQib5Y+bSDdL5SpapgJYdesLS2gbvYt9gw4oFmBc4FtMXrlV1dXJEep5p0Qqj/TOfZ0LnzMLlSxcRGBQCR8cCuHD+H8wKCoStnR2q16glQMTy+VH9JBIJRg0fDF1dXcydvwTGJibYtD4MA/v1xI4M35V5nWvhIpi7eLX0vY5u5h/KO7ZsUIuBt0/v3kDFes1RwM0dYrEYJ7auxoagMRg0Zx30DfMh/n0c4t/HoV7n/rAt4IwPsTHYv3o+4t/FoZ3/FACAWCzC5lnjYGJhhV6Bi5DwPg57ls6Eto4u6nToLWj9SFhsROTQomWrZN5PDgxGvZq+uHs3EuXKVwQAdOzcDQAQcfmSyuNTBF+/avD1q/bd6UsWzUcVv2oY5v/fj4GChZxUEZpCZFc/m2+ubJ45dRIVKlZGwYKFlB2aUiUlJWLc76Mxacp0rFqxLPsPqBlNql9255kiRYshZN5C6fSChZwwYMhwTBo3Bp8/f4aubt46pZet5IuylXyznGZkYoKJIUtlynoOHoNxg7shNiYaNvntAQBN2nSSTrfN74AW7bth9uRRebK+AOBbtRp8q37/PHPj+jU0adocFSpWAgC0atMWu3duQ+Ttm2rRiPhR/aKePcWtmzewbdefcCtSFAAQMGEy6tfyw5HDB9Ci1W+qDPWn6ejowNrG5rvTH/x7D9s3h2NF2Da0alRDdYH9hC4Bs2TetxgwFrP7tsKrJ//CpXgZ5C/kinb+U6XTrewLoHb7nti9OBgikQg6Ojp4dOMK3r54hq7jZ8PEwgpwKYKabXvg+OZVqPFbN+jq6qm6WpRHcEzET0pIiAcAmJmZCxyJaojFYvxz9gycnV0wuH9v1K3ui24d2+H0yeNCh6YUcXGx+PuvM2jesrXQoeRa0PRA+FWrDm+fKkKHohSaXL+cnGcSEuJhbGKSJ39QyyspMQFaWlowMjHJcnrCp4/468RhFCtRWm3rW8arLM6eOYU3MTGQSCS4cukiop49hbdP1o0tdZKeng4AMDD4Lzutra0NfX19XL92Vaiw5PbieRRaNaqJ9i0aYNrEsYiJfi2dlpKSjGkTx2D46PE/bGjkVSlJiQCAfCbf72qdkpQIg3xG0q5Kzx/cgZ2T65cGxP8VKVMRqcmJePv8qVLjFZK2lpbKXupK0EbE1atX8eTJE+n7DRs2wNfXF4UKFULVqlWxdevWbJeRmpqKT58+ybxSU1OVGTbEYjHmhQSjjFc5FClaTKnryivevYtDUlISwtasho9vVSxesRo1a9fB6BFDEXFFPTMvP7L/j70wNjJGzTp1hQ4lVw4fPIB7d+9g6PCRQoeiFJpcv5ycZz68f481K5ehZeu2Ko5O8dLSUrFp9SL41qwPI2PZRsTGVQvRpUlV9GxVG7FvojEmcK5AUebe6N8nwLWwGxrVqwHvCqUxZGAfjBk3UZrRVmcuLq6wd3DA4oWh+PTpI9LT0xC2dhViYqIR+/at0OHlSPFSpfH7pOmYvWA5/MdOxOtXLzCkb1ckJX758b04NASlPL1QtXrezxp9SywW43D4EhRyL4X8hVyznCfx00ec3b0B5Ws3kZYlfHgHE3NLmfmM//8+4cM75QVMeZ6gl3J69OiBuXPnwtXVFatXr8bQoUPRp08fdOnSBffv30efPn2QlJSEnj17fncZwcHBmDp1qkzZ7+MnIWDCZKXFHRIUiEePHmBV2CalrSOvkYglAIDqNWuhU5fuAAB3j+K4cf0adm3fhvIVKgkYneL9uXc3GjRuInNFTd1Ev36NkJkzsHzVWrWux/doev2yO88kJCRg+OD+cC1cBH37D1JxdIr1+fNnhE77HZBI0HvY75mmN2vbFbUaNkdszGvsWL8Ki2dNxu8z5qtFn/RvbduyEbdu3sC8BUvh4OiIqxFXEBI0Dba2dqjsrd7ZNF09PcyetwjTpkxALT9v6OjooFJlH1Sp6gdIhI4uZ7yr+En/71bUHcVLeaJds3o4dfwwLCytcPXKRazesFPACH/ewbUL8Ob5E/ScujDL6SlJidg8KwC2BVxQo003FUeX9/AWr9kTtBHx4MEDFC36pd/k0qVLsWDBAvTp00c6vWLFipgxY8YPGxEBAQHw9/eXKUuVKK9/XkjQNPx19gxWrt2A/P/vs/srsLC0gI6uLlzd3GTKXQsXVqs0dU5ci7iCZ0+fIHi2+g2Oz+jOnUi8exeHDm1bSctEIhGuRlzGti2bcOnqLbW+s4Ym1y+780xiYiKGDuwDI2MjzA5dBF099e2T/LUBERsTjUmzl2XKQgCAmbkFzMwt4FjQGQWcXDGgQ2M8uHsLxUqUFiDin5eSkoIlC+djTuhCVK1WAwBQtJg7/r1/FxvD16l9IwIAipcoic3b9yAhPh7p6emwtLJCt07tUKJkSaFD+ymmpmYo6OSMly+i8PjRA7x68RxNavvIzDPp9xEo7VUOC5aHCRNkDhxYuwD/Xr2AHlPmw9w6853NUpOTsDF4LPTzGaHdyEDoZOguaGJhhZeP7snMn/jxvXQa/boEbUQYGRkhNjYWzs7OePnyJSpVkr2aXblyZZnuTlkxMDDIdBXyU4pY4bFKJBLMDp6O0yePY/macBQoWFDh68jL9PT0UbJkKTx7Krs9op49hYMa3N5VHn/s2YXiJUqimLuH0KHkSmVvb+zcI3tbwkkTAuDqWhg9eqn/rfk0sX45Oc8kJCRg6IDe0NPXx7wFS9U6C/O1ARH9MgqT56yAqblFtp/5mhVNT0tTcnSK9/nzZ3z+nA4tbdmexNraOhCLFf+9JaSvtxyOevYUd+/cxoBBme9UpQ6SkpLw6uVzWNk0Rc3aDdC4uew4uR4dWmLQiDHwrVpDmACzIZFIcHDdQty7/De6TwqFpZ1DpnlSkhKxMXgsdHT10GH0dOjp68tML1S0BP7aswkJH99LuzU9uhkBg3zGsC3orJJ6CEENE50qJ2gjomHDhli2bBlWr16N6tWrY+fOnShTpox0+vbt21GkSBEBI/zPrKBAHDl0AHPmL4aRsTFiY7/07zQxMYWhoSEAIDb2LeJiY/H8+TMAwMOH/8LIyBj2Dg4wz8GXo9CSkhLxPCpK+v7lyxe4f+8uzM3NYe/giC7deyJg9EiUK1cBFSpVxrl//sZfZ05jxZpwAaPOuezqB3z5gXb86BEMHzVGqDAVxtjYJFNf+nz5jGBuYaERY3k0sX7ZnWcSEhIwpH8vpKSkIDAoBAmJCUhITAAAWFpa5bmGU0pyEqJfPpe+f/P6JZ4+vA8TU3NYWNtg3tQxePLwPsZOD4VYLMKHd7EAABNTc+jq6eHB3dt4dD8SHqW8YGxqhphXL7AtbBnyOxbMs1mI7M4z5SpUxIJ5s2FgYAgHB0dcjbiMg/v/wIhRYwWMOueyq9/xo1+6/dg7OODhg38xNyQI1WvWhncV9Rg4vnTBbFTxq4H89o6Ii32DtSuXQFtbB3XqNYKFpVWWg6nz53eAQ4G8eWHxwNoFuPXPCXQYNR36+YwQ//8xDIZGxtDTN0BKUiI2BI1Beloq2g8KQGpyElKTkwAAxmbm0NbWgVuZCrAt6Iw9S4JRt1M/JHx4h5Pb16JivebQ1dP/0epJw2lJJBLBeiq+evUKvr6+cHJyQoUKFbBs2TKUL18exYsXx/3793HhwgXs2bMHjRo1kmu5yshEVCyT9YPIJgUGoWnzlgCAlcsWY9XyJT+cR1GU0UK+cvkS+vfK3A+ySbMWmDI9GMCXq/Rha1biTUwMnF1c0XfgYNSomTcfsvOtnNRv987tmBsSjCMnzir14V262sLc06BX9y5w9/BQ24exZUeV9UsXqf48E3H5Evr3zrqv8h8Hj8OxQAGFxfLkbWKulxF5/Qqmjuqfqbx6vSb4rWtfDO7cLMvPTZ6zHCW9KiDq8UOsWzoHzx49QGpKMiysbeBVwQetO/eClY1druMrbGuc62V868p3tlGTZi0wZVowYmPfYsmCUFw4/w8+ffoIewdHtGzdFp26dFOLMR7Z1W/rpg3YEL4WcXFxsLG1QeMmzdG73wDoKenHZmKqSKHLmzp+FG5ci8Cnjx9gYWkFzzJl0XvAUBQomPXtzKtXKqXUh82devwmV5+f0j7rAeDN+49B2RoN8CTyOsKn+Wc5z7CFm2Fp96U75Ye30di/Zj6e3rkBfQNDlKlWD3U69s31hYsOZRV3zlK0Jf88Vdm6Bvm6qGxdiiRoIwIAPnz4gJkzZ2Lfvn14/PgxxGIxHBwc4OvrixEjRqBChQpyL1MZjYi8Rg2+a+gHhGpEkOIooxGRlyiiEZHXKaMRQaql6EZEXpPbRkRex0bEF+raiBD8RtsWFhaYOXMmZs6cKXQoRERERES8WJsDvBxKRERERERyETwTQURERESUl/A5EdljJoKIiIiIiOTCTAQRERERUQbaHBSRLWYiiIiIiIhILsxEEBERERFlwERE9piJICIiIiIiuTATQURERESUAcdEZI+ZCCIiIiIikgszEUREREREGTARkT1mIoiIiIiISC5sRBARERERkVzYnYmIiIiIKANeZc8e/0ZERERERCQXZiKIiIiIiDLQ4sjqbDETQUREREREcmEmgoiIiIgoA+YhssdMBBERERERyUUjMxH6uprfNpJIhI5AucSaXsFfgKZ3J9X084ybnYnQISjdm0+pQoegVI6WhkKHoHQWGn4ctvQsIHQIvyxtTf8SUwDNPvqIiIiIiEjhNDITQURERET0s5iHyB4zEUREREREJBdmIoiIiIiIMuCQiOwxE0FERERERHJhJoKIiIiIKAM+sTp7zEQQEREREZFcmIkgIiIiIsqAV9mzx78RERERERHJhZkIIiIiIqIMOCYie8xEEBERERGRXNiIICIiIiIiubA7ExERERFRBuzMlD1mIoiIiIiISC7MRBARERERZcCB1dljJoKIiIiIiOTCTAQRERERUQa8yp49/o2IiIiIiEgubET8pDWrVqBj29bwqVgWNfx8MHzIQDx98ljosBRq+9bN+K1lU/hWLgffyuXQtVM7/P3XGaHD+mkRVy5j2OD+qFfLD+U8PXDqxHGZ6RKJBMsWL0S9mn7wqVAG/Xv3QNSzp8IEqwCatv2+Z+vmTWhYtxYqlvVEp/a/4dbNm0KHpHCaUserVy5j+OD+qF/bD+VLe+DUSdljcMXSRWjVrCF8K5VFDd9KGNCnB27dvCFQtPITiURYv2oxuv/WEM1rVUKPto2xOWwFJBKJdJ6Na5ahT8fmaFGnMn5rUBUBw/riXqR6bs+MNGUf/R5Nrl/ElcsYMrA/6tSoijIl3XHym+/GX5WWlpbKXuqKjYifdOXyJbTr0AkbtmzHilXr8PnzZ/Tv0wtJSUlCh6Yw+e3tMXTEKGzevhubt+1CxUreGD5kEB4+fCB0aD8lJTkZxYp54Pfxk7KcHr52NbZs3oBxE6cgfNN25MuXD4P69UZqaqqKI1UMTdt+WTl86CDmhASj38BB2LpjD9zdPTCgXy/ExcUJHZrCaFIdk5OTUczdA2PHZX0MOjm7YOy4idi2+0+sCd8EB8cCGNS/F96/e6fiSH/Ojk3rcGDvDgwcEYCVm/ag54Dh2LkpDH/u3Cydp0AhZwwcEYBl4bswZ2kY8js4Yrz/AHx4rx51zIom7aNZ0fT6JScnwd3dHQETJgsdCuVAcHAwKlasCFNTU9jZ2aFFixa4f/++zDwpKSkYNGgQrK2tYWJigtatWyMmJkZmnqioKDRu3BhGRkaws7PD6NGj8fnzZ7li0ZJkvESiIVLk+xsoxLt371DTzwdrwzeifIWKSl+fUFutWpVKGDFyNFq2/k2p6xEruYLlPD0wd/5i1KxdB8CXLET9WtXQuVt3dO3eCwAQHx+PujV8MXV6MOo3bKzQ9WsLdOVBVdsPAFRRxU7tf0PJUp4YN+HLj1KxWIx6taujQ8cu6NWnr/IDUAGh6vhZpNxjsHxpD8yZvxg1a9X57jwJCQmoXqUClq1ch0rePgqP4c0nxV4gmDxmMCwsrTEiYKq0bPp4f+gbGGDMpOAsP5OYmIA29X0RNH8lylaorNB4HC0NFbq879H041DT65dRmZLuCF24BLVqf/+4VCTDPDwyd+/NaJWtq0Vp+xzP26BBA7Rv3x4VK1bE58+fMW7cONy+fRt37tyBsbExAGDAgAE4cOAAwsLCYG5ujsGDB0NbWxv//PMPgC9ZUy8vL9jb22P27Nl4/fo1unbtij59+iAoKCjHsTAToSAJ8fEAADNzc4EjUQ6RSITDBw8gOTkJpb3KCh2Owr188QKxsW9R2buKtMzU1BSlPEvj5o3rwgWmIJq4/dLT0nD3TiS8ff7bZtra2vD2roKbN64JGJni/Ap1/J709DTs3rkNJqamKOruIXQ4OVK8lBeuR1zCi6inAIDHD+4j8uY1VPCumuX86enpOPTHLhibmKJwkWIqjFRxNH0f1fT6kfo5fPgwunfvjpIlS6JMmTIICwtDVFQUIiIiAAAfP37EmjVrMG/ePNSqVQvly5fHunXrcO7cOVy4cAEAcPToUdy5cwcbN26El5cXGjZsiGnTpmHJkiVIS0vLcSyCtgGHDBmCtm3bws/P76eXkZqamqm7iUTHAAYGBrkNL8fEYjFCZgXBq2w5FC2qnl8E3/Pg3/vo2qk90tJSkc/ICPMWLIGbWxGhw1K4uLi3AAAra2uZcmtrG8TGxgoRkkJo8vZ7/+E9RCIRrDNtM2s80ZDxSb9CHb919swpjBszEikpybCxtcXSFWthaWkpdFg50rZzTyQlJqBvpxbQ1taBWCxCt75DUKuebCbz4j9nMHPKWKSmpMDK2gYzQpfD3EI96vgtTd9HNb1+9H2q7DCQ1W9ZA4Oc/Zb9+PEjAMDKygoAEBERgfT0dNSp8182ycPDA05OTjh//jy8vb1x/vx5eHp6In/+/NJ56tevjwEDBiAyMhJly+bsYqOgmYglS5agRo0aKFasGGbNmoXoaPlTR8HBwTA3N5d5zZ6VddpYWYKmT8WjBw8QMidUpetVBRdXV2zbtRcbNm9H27YdMGn8WDx69FDosCiHuP1I3VSsWBlbduzBuvVbUMXXD7+PGo53atL3/OzJIzh17CDGTA7GorVbMXL8NOzaEo5jh/6Uma9MuYpYsm475i5bj/KVfRE8aTQ+vFePOhKR4mX1WzY4OPvfsmKxGMOHD4evry9KlSoFAIiOjoa+vj4sLCxk5s2fP7/0d3Z0dLRMA+Lr9K/Tckrw7kxHjx5Fo0aNMGfOHDg5OaF58+bYv38/xGJxjj4fEBCAjx8/yrxGjw1QctT/CZoeiLNnTmPVunDkt895nzZ1oaenDycnZ5QoWQpDR4xEMXcPbN64XuiwFM7a2hYAMv1YiYuLhY2NjRAhKYQmbz9LC0vo6OhkGtwYFxen1tsso1+hjt/KZ2SEQk7O8CzjhUlTZ0BHVxd79+wUOqwcWbM0FG079USNOg3h6lYUtRs0Rcu2nbF9wxqZ+QzzGcGxoBOKlyqNEQFToaOjiyP79woTdC5p+j6q6fWj79OGlspeWf2WDQjI/rfsoEGDcPv2bWzdulUFf5HMBG9EeHp6Yv78+Xj16hU2btyI1NRUtGjRAoUKFcL48ePx8OGPr5oaGBjAzMxM5qWKrkwSiQRB0wNx8sQxrFobjoIFCyl9nXmBWCyWq7+cuihQsCBsbGxx6eJ5aVlCQgJu37qJ0mW8hAtMwTRp++np66N4iZK4eOG/bSYWi3Hx4nmULqMZ4z5+hTpmRywWI11N9tnUlBRoact+rWrr6ECSzUUxdarjtzR9H9X0+lHe8DO/ZQcPHoz9+/fj1KlTKFiwoLTc3t4eaWlp+PDhg8z8MTExsP//xW57e/tMd2v6+t5ejgvieWZcvJ6eHtq2bYu2bdsiKioKa9euRVhYGGbOnAmRSCR0eJkETZuKQwf3Y/6ipTA2Mkbs2y996k1MTWFoqJo7YijbwtC58PWrBnsHByQlJuLQgf24cvkSlq5Yk/2H86CkpEQ8j4qSvn/58gXu37sLM3NzODg4omPnrli9YjmcnFzgWKAAli1eCFtbO9T4wd1j8jJN235Z6dKtByaOG4uSJUuhlGdpbNwQjuTkZLRo2Uro0BTmf+3dd1hTZxsG8DvsDSpbRXGBouJG3IM6ap2tddXi1joRtxUnCu6tuHGLWledVazaoSiuOhD3BgQRkQ1Jvj/4jERQDCQ5JN6/Xrmu5uTk5H495CRPnjO0aYwfvwdf5ngPWllaYcO6IDRt1gLWNjZISHiD3bt2IPZVDLxatREw9ZfzaNgUu7asg62dPco4l8f9u3ewL2QrWn3bEQCQlpqCXVvWw6NhMxS3tkZiQgJ+37cLr+NeoXHzbwROX3Da9DeaF20fX0pyMp7m/Gx8/hx3IiJgaWkJB0dHAZMJq6hevkEqlWLEiBHYv38/zpw5A2dnZ7nHa9euDX19fYSGhuL7778HAERGRuLp06fw9Mw+y52npydmz56NV69ewdbWFgBw8uRJWFhYoEqVKl+cRdBTvOro6CA6Olo2gI9JpVKcOnUK33yj2MZVHad4dXdzyXP6TP8AdFTDhkUda22632SEhV1AXOwrmJmbo1IlF/TpNxCeDRqq/LVVcYrX8EthGNTPO9f09h06YcbsQEilUgStXI59e3fj3btE1KhZG5OmTEWZss55LK1w1HGKVyHXH6C+DfDO7duwedMGxMXFwsW1MiZMnoLq1d3V8+JqIsQYVXGK1/BLYRjcP/d78LsOnTDZbwZ+nTgWN29cR8KbN7C0soKbWzX0H/QL3KpWU3oWQPmneE1JScaWdStx/txpJLyJR3FrGzTzaouefQdDX18fGenpmDtjIiJv38DbtwmwsLBCpcpu6O49EC6Vqyo1C6C+U7wC2v8+1ObxXboYhgF9f841vUPHzpg1J1Clr12UT/F6+GZM/jMpyXdV7fKf6f+GDh2KHTt24ODBg3Bx+fBd1NLSEsbGxgCyT/F69OhRBAcHw8LCAiNGjAAA/PvvvwA+nOLV0dER8+bNQ3R0NHr37o0BAwYodIpXQYsIZ2dnhIeH5zrrQWEJcZ0IddO+q3vIU/V1IoQm1HUi1OkrGKJWU/V1IooCZRcRRY06iwiigijKRcSRm6/U9lrtqub9Y3pePnWF602bNqFPnz4Asi82N2bMGOzcuRPp6elo3bo1Vq1aJber0pMnT/DLL7/gzJkzMDU1hbe3NwIDA6Gn9+UrhReb01Dat9bksYjQfF/BELUaiwjNxyKCijoWEdkUKSKKkiK8+oiIiIiI1I8/hOVP8LMzERERERGRZmERQURERERECuHuTEREREREOeiA+zPlh50IIiIiIiJSCDsRREREREQ58MDq/LETQURERERECmEngoiIiIgoB3Yi8sdOBBERERERKYSdCCIiIiKiHEQ8O1O+2IkgIiIiIiKFsBNBRERERJSDDhsR+WIngoiIiIiIFMJOBBERERFRDjwmIn/sRBARERERkULYiSAiIiIiyoHXicgfOxFERERERKQQdiKIiIiIiHLgMRH508oiQioVOgEVli7PrUYkqK/hLehgZSR0BJUKvfNK6Agq19LVVugIKnXtcYLQEVSqfgUroSNQIWhlEUFEREREVFBfww8phcVjIoiIiIiISCEsIoiIiIiISCHcnYmIiIiIKAceWJ0/diKIiIiIiEgh7EQQEREREeXAi83lj50IIiIiIiJSCDsRREREREQ5sBGRP3YiiIiIiIhIIexEEBERERHloMODIvLFTgQRERERESmEnQgiIiIiohzYh8gfOxFERERERKQQdiKIiIiIiHJiKyJf7EQQEREREZFC2IkgIiIiIspBxFZEvtiJICIiIiIihbATQURERESUAy8TkT8WEQW0e9cO7AnZiZcvXwAAyleoiEFDhqJR46YCJ1Oer2GMALBrx3Zs3rQBcXGxqOTiiomT/VCtenWhYxXahnVrEHryDzx69BCGRkaoUaMmfHzHoqxzOaGjKc3l8EsI3rgBEbdvIjY2FouXrUSLll5Cx1IabV+HYrEYQatW4OiRQ3gdFwcbG1u079gZAwf/ApGWfIJr+nb0wa1r+PPgTjx/GInEN6/Rd/xsVPNoInv8XUI8Dm9djcjrl5CanIRyVdzRpb8PbBxLAwCS3yXiRMgGRF6/hDdxMTCzsELVeo3RtvsAGJuaCTWsL6bp78E7N6/i2G/b8Pj+HSTEx2HklHmo7fnhb2/dopn4O/SI3HOq1aqPsbOWyu6P6dsJca+i5Obp6j0U3/3ordrwVOSxiCggO3t7jBw9Fk5lygBSKQ4dPACfEcOwa+9+VKhQUeh4SvE1jPH4saNYMC8AU6bNQLVq7ti+dTN+GdwfBw8fR4kSJYSOVyjhly6iW49ecKtWDeIsMZYvXYQhA/tj36EjMDExETqeUqSmpsDFxQWdunwP31HDhY6jdNq+DoM3rsPe3Tsxc3YgypevgFu3bmK632SYmZuhZ6+fhY6nFJq+Hc1IT4Nj2Qqo17Idguf9KveYVCrFxrmToaurh34TA2BkbIozv4cgaMZojF+6FYZGxkh8E4e38a/R4edhsCtdFm9io7F3zQIkxsehzzh/gUb15TT9PZielorSzhXR+Jv2WD57Qp7zVKvtiQE+frL7+vr6uebp8tMgNG3dSXbfWAPGXlja8TOGarGIKKCmzVrI3R8xajT2hOzEjevXNOKD4Ut8DWPcunkTuvzwIzp1/h4AMGXaDJw7dwYH9v2G/gMHCZyucFav3SB3f+bsQDRv7ImI27dQu05dgVIpV6PGTTXmF92C0PZ1eP3aVTRt3hKNmzQDADiWLIXjx47g1o0bwgZTIk3fjlauVR+Va9XP87HYqGd4cvcWxi/eAnsnZwDAD4PGYHr/jrj69ynU92oPB6dy6Dv+Q7FgbV8SbXsOwvalsyAWZ0FXt2h/DdH096B7nQZwr9Pgs/Po6+vDqvjnfzQzMjbJdx76+vDAaiUQi8U4fvQIUlNTUL1GTaHjqIQ2jjEzIwMRt2+hvueHDayOjg7q12+A/65fFTCZaiS9ewcAsLC0FDgJFZS2rUP3GjVxMew8njx+BACIjLyDa1euoGGjJvk8UzNp23Y0KzMTAKBnYCCbpqOjAz19AzyK+O+Tz0tLSYKRiUmRLyDyom3vQQC4c+MKhvdsgwmDuiJ45VwkJb7NNc+RPVswtPs38BvRG0d/2wqxOEuApGomUuNNQwn+Dl6xYgUuXryIb7/9Ft27d8fWrVsREBAAiUSCLl26YObMmdDT+3TM9PR0pKeny02T6BjC0NBQ1dFx724kfu7VHRkZ6TA2McGipStRvnwFlb+uOmnzGN8kvIFYLM6121KJEiXw6NFDgVKphkQiwby5c1CjZi1UrFhJ6DhUANq4Dvv2H4SkpGR07vAtdHV1IRaLMWykD779rr3Q0ZRKW7ejdiXLoJi1HY5sW4OuQ8bBwNAIZw/vRsLrV0h88zrP5yQlJuDkns3w9Oqg5rSFp43vwWq166N2g2awsXfEq6gX2Lt5FRZM88HUBeuho6sLAPimw48oU94FpuYWuB9xA3uCVyEh/jV6DvQRNjwJTtAiwt/fH/PmzUOrVq0wevRoPHnyBPPnz8fo0aOho6ODxYsXQ19fHzNmzPjkMgICAnI9PnnKNEyZOl3F6YGyzs4I+e0Akt69w6k/TmDqrxOwPnibVnw4vPc1jPFrMMd/Bh7cu4fgrTuEjkIFpI3r8I8Tx3DsyO+YM3cBypevgMjIO1gwdw5sbGzRoWNnoeMpjbZuR3X19NBn/GyErArEFO9voaOji4rVa8O1Zn0A0lzzp6UkY/2c8bArXRatu/VTf+BC0sb3YP2mrWT/X7psBZQuWwHjBnRBxI0rcKuRvbtWm849ZfM4OVeEnp4eglcEomufodDXN8i1TPp6CFpEBAcHIzg4GF26dMH169dRu3ZtbN68Gb169QIAuLq6Yvz48Z8tIiZNmgRfX1+5aRId1XchAEBf3wBOTmUAAFXcquLWrRvYsW0L/KbNVMvrq4M2j7GYVTHo6uri9Wv5X8xev34Na2trgVIp3xz/mTh39gw2bt4GO3t7oeNQAWjrOlyycD769h+INm3bAQAqVnJB1MuX2LR+rVYVEdq8HS1d3gVjF25CanISxFmZMLMshiUTB6F0eVe5+dJSU7DWfywMjUzQd/xs6H5mD4OiSFvfgx+zdSgJcwsrvIp6JisiPlbOpSrEYjHiYqLgUKqMmhOqDy82lz9Bj4l4+fIl6tSpAwBwd3eHjo4OatSoIXu8Vq1aePny5WeXYWhoCAsLC7mbOnZlyotEIkFGRoYgr60u2jRGfQMDVK7ihrAL52XTJBIJwsLOo7q75u+vLJVKMcd/Jk6HnsS6jZtRqlRpoSORgrR9HaalpUKkI/8xpKOrA4lUIlAi9dCm7eh7xqZmMLMshtiXz/DsQSSq1m0keywtJRlrZvpCV08P/ScFQt9AmM/ogtD29+DH4uNikPTuLSyLffqHtKcP70KkowMLy2JqTEZFkaA/Bdjb2+P27dtwcnLCvXv3IBaLcfv2bbi5uQEAbt26BVtbWyEjftKyxQvRsHET2Ds4ICU5GceOHEb4pYtYtWZD/k/WEF/DGHt794Xf5Alwc6uKqtWqY9vWzUhNTUWnzl2EjlZoc2bNwLGjh7Fk+SqYmpgiLjYWAGBmbg4jIyOB0ylHSnIynj59Krv/4vlz3ImIgKWlJRwcHQVMphzavg6bNG2ODWuD4ODggPLlK+DOnQhs2xKMTp2+Fzqa0mj6djQ9NQVx0S9k9+NfReHFo3swMbNAMRs7XPv3T5hZWKGYtR2inj7A/o3LULVuY7jUqAcgu4AImumLzPQ09Brlh7SUZKSlJAMAzCysZPvdF1Wa/h5MS01BzMvnsvux0S/x5MFdmJlbwNTcAgd2rEedhs1hWawEXkW9QMjG5bB1KIVqtbPPyHU/4gYeRN5E5eq1YWRsivt3bmDHuiVo0LwNTM0thBqWWmjJpWpUSiSVSnPvuKgmfn5+WLNmDTp27IjQ0FB069YNO3bswKRJkyASiTB79mz88MMPWLRokULLTc1UUeAcpvtNRljYBcTFvoKZuTkqVXJBn34D4dmgoepfXE2EHKM637w7t2+TXWzOxbUyJkyegurV3dUXQEXc3VzynD7TPwAdtaBIAoBLF8MwoG/u6wl06NgZs+YECpBIuYRchxKJ6j8akpOTsGrFMpwOPYU38a9hY2OLNm3bYdAv6tnXWh0XtBNyO3o68lWhl3H/5lWsmjYy1/S6zdqgx4hfce7IXpw5uBPv3sbDwqoE6jRrg29+8Ibe/6818KnnA8CU1btR3NahUPlauqr2h0aht6PXHicU6vkR/11G4KShuaY3atkO3sPGY6n/eDx5cBcpye9QrLgN3GrWw/e9B8OyWPYJRx7fv4Mtq+Yh6vkTZGZmwsbOAQ1atEWbzj2V8h6tX8Gq0MtQlcuPE9X2WrXLamZBJmgRIZFIEBgYiPPnz6NBgwaYOHEiQkJCMH78eKSkpKB9+/ZYsWIFTE1NFVquOooIUi3+AkAkLHUUEULTlqtif4oyioiiTtVFhNAKW0QUdUW5iLiixiKiFouIooNFhObT8s92oiKPRYTmYxGh+VhECIdFRP406/QIRERERESqpt2/MSgFr1hNREREREQKYSeCiIiIiCgHXicif+xEEBERERGRQtiJICIiIiLKQcvPu6AU7EQQEREREZFC2IkgIiIiIsqBjYj8sRNBREREREQKYSeCiIiIiCgntiLyxU4EEREREREphJ0IIiIiIqIceJ2I/LETQURERERECmERQURERERECuHuTEREREREOfBic/ljJ4KIiIiIiBTCTgQRERERUQ5sROSPnQgiIiIiIlIIOxFERERERDmxFZEvrSwiJFKp0BFUTtsP+JFIhE6gWtq+/gDtX4fJ6VlCR1ApHR3t/yM1N9LKj0CZFi62QkdQuR1XnwodQaVq2RUTOgLRJ2n3FpSIiIiISEG82Fz+eEwEEREREREphJ0IIiIiIqIcvobdjguLnQgiIiIiIlIIOxFERERERDmwEZE/diKIiIiIiEgh7EQQEREREeXEVkS+2IkgIiIiItIA586dQ/v27eHo6AiRSIQDBw7IPS6VSjF16lQ4ODjA2NgYXl5euHfvntw88fHx6NWrFywsLGBlZYX+/fsjKSlJ4SwsIoiIiIiIchCp8T9FJCcnw93dHStXrszz8Xnz5mHZsmUICgpCWFgYTE1N0bp1a6Slpcnm6dWrF27duoWTJ0/i8OHDOHfuHAYNGqT4v5FUqn2Xd07O0Loh5aLtpx7Tvr9Kedq+/gBesVrT8YrVmk/bt6MAsPMar1ityWo4mQsd4ZPuRKWo7bVcHUwK9DyRSIT9+/ejU6dOALK7EI6OjhgzZgzGjh0LAHj79i3s7OwQHByM7t27IyIiAlWqVMGlS5dQp04dAMDx48fx7bff4vnz53B0dPzi12cngoiIiIgoB5FIfbf09HQkJibK3dLT0xXO/OjRI0RHR8PLy0s2zdLSEh4eHjh//jwA4Pz587CyspIVEADg5eUFHR0dhIWFKfR6LCKIiIiIiAQSEBAAS0tLuVtAQIDCy4mOjgYA2NnZyU23s7OTPRYdHQ1bW1u5x/X09FC8eHHZPF9Ku3u5RERERERF2KRJk+Dr6ys3zdDQUKA0X45FBBERERFRDuo8KszQ0FApRYO9vT0AICYmBg4ODrLpMTExqFGjhmyeV69eyT0vKysL8fHxsud/Ke7ORERERESk4ZydnWFvb4/Q0FDZtMTERISFhcHT0xMA4OnpiYSEBFy+fFk2z+nTpyGRSODh4aHQ67ETQURERESUUxE9QV1SUhLu378vu//o0SNcu3YNxYsXh5OTE3x8fODv74+KFSvC2dkZfn5+cHR0lJ3BqXLlymjTpg0GDhyIoKAgZGZmYvjw4ejevbtCZ2YCWEQQEREREWmE8PBwNG/eXHb//bEU3t7eCA4Oxvjx45GcnIxBgwYhISEBjRo1wvHjx2FkZCR7zvbt2zF8+HC0bNkSOjo6+P7777Fs2TKFs/A6ERpK268zoH1/lfK0ff0BvE6EpuN1IjSftm9HAV4nQtMV5etE3ItJVdtrVbQzVttrKZN2b0GV6HL4JWwJ3oCI27cQFxuLhUtWoHnL7PPwZmZmYtXypfjnr7N4/uI5zMzM4FG/AUb6+MLG1i6fJRddr2JisHTRAvzz9zmkpaWhtJMTps+aA7eq1YSOViCfW4dA9kVaglYux/7f9uDdu0S416iFyX7T4FSmrHChC0nb1uGV9+swInsdLliyAs1bfFiHa1Ytx4njRxETHQ19fX1UruKGoSN8UK26u4CpC2Zb8HqsXbkEP3T/CSPHTETUyxfo1rF1nvPOCFiI5l55P1aUbd20DmtWLEHXHj9h1NhJAICD+3bj5PGjuHvnNlKSk3HszHmYm1sInLTwdu3Yjs2bNiAuLhaVXFwxcbIfqlWvLnQspdu4fi2WLVmInj/9jPETfxU6Tr7OH9qJu5f+RnzUM+gZGKJkxSpo2m0ASjiWls1zfMMSPLl1BUlvXkPfyBglK1ZBs+4DUMLRCQBw49wJHF27IM/lD1+5G6aWwhUCt/+7gt/3bMWjuxF4Ex+HsdMXoG7DZgCyD6YN2bQKVy/+g1fRL2BiYoaqteqhZ/8RKG5tI1vGw3t3sGP9MjyIvA0dHV14NG6Bn4eMhpFxwS6QRtqDRcQXSktNRaVKrujY+XuM9Rkh/1haGu5E3MaAwUNRycUFiYmJWDB3DnxGDMX2kN8ESlw4iW/fok/vHqhbzwMrgtahWLHiePrkMSwsLIWOVmCfW4cAsHnjeuzcsRUz/QPhWLIUVq9YimGDB2DvwSMacaq1j2njOkxNTUUlF1d06Pw9xo3OvQ6dypTFhMl+KFmqNNLT0rB962YMG9IfBw//gWLFiwuQuGAibt3Aof17UL5iJdk0Wzt77D92Rm6+3/fvwc5tm+DRoLGaExZexK0bOLRPfowAkJ6WBg/PhvDwbIg1K5YIE07Jjh87igXzAjBl2gxUq+aO7Vs345fB/XHw8HGUKFFC6HhKc/PGf9i7ZxcqVXIROsoXexbxH2p90wH25VwgFYtxdvdG7J47Ef3nroeBUfavw/bOFeHWsAUsStgiNekd/tm3BSFzJ2LI4q3Q0dGFa/1mcK5eV265R9fMR1ZmhqAFBACkp6WiTLmKaN66AxbOGCf3WEZ6Gh7dv4PvfxqAMuUqIundO2xevQDzp/oiYNVWAEB8XCz8JwxFg6bfoN/w8UhJScbmVQuxav50+E6dJ8SQ1OZr2GOgsFhEfKGGjZugYeMmeT5mbm6O1es2yk2bMNkPvXt0RVTUSzg4KHagSlGwaeN62Ns7YIb/h4udlCxVSsBEhfe5dSiVSrFj2xYMGDQEzVq0BADMnDMX3zRriDOnT6F123bqjKoUX9s6BIC27drL3fcdNxEH9+/FvbuRqFffU9XxlCIlJQWzpk7E+MnTsWXjGtl0XV1dlLC2lpv3rzOhaO7VGiYmmvWLYEpKMmZMmYDxU2Zg84Y1co/92PNnAMCV8ItCRFOJrZs3ocsPP6JT5+8BAFOmzcC5c2dwYN9v6D9wkMDplCMlJRmTJ47D1On+WLdmtdBxvtiPE+Qv6NVu8DgsH9oVMY/vobRrdqeoRosP239LG3s07toXmyYPxtvYGBSzc4S+gSH0DT780JSSmIAnt6+h7UD58/4LoWa9hqhZr2Gej5mYmmHK3FVy0/oOH49fh3sj7lU0rG3tcSXsL+jp6qHfiAnQ0ck+oedAn8kYN6g7ol88g33J0nktmr4Sgp7iNSoqClOnTkWLFi1QuXJluLm5oX379tiwYQPEYrGQ0Qot6d07iEQijW3Dn/3zNKq4VcU431Fo0aQBuv/QGfv27hY6lsq8eP4ccXGx8KjfQDbN3NwcVatVx3/XrwkXrBC+tnX4sczMDOzbGwIzc3NUdHEVOs4XWzzPH54Nm6COx+eLnsiIW7h39w7adeiipmTKsyjQHw0aNUHdfMaoDTIzMhBx+xbqe37Ytujo6KB+/Qb47/pVAZMp1xz/mWjcpKncODVRekoyAMDINO999TPSUnHj3AlY2tjDooRNnvPc/Psk9A0N4VLv0z94FFUpyUkQiUQwMTUDkL0d1dPXlxUQAGDw/4Lpzs1rQkRUG5Eab5pKsCIiPDwclStXxtGjR5GZmYl79+6hdu3aMDU1xdixY9GkSRO8e/cu3+Wkp6cjMTFR7paenq6GEXw+09LFC9CmbTuYmZkJmqWgXjx/hj0hO+HkVAar1qxH127dMS9gNg4d3C90NJV4/ToWAFD8o10LSpSwRlxcnBCRCu1rW4fvnTv7Jxp51IJnHXfs2LYZq9ZsRLFimnFwYugfR3H3TgQGDfPJd94jB/ehjHM5VHOvqfpgSnTqRPYYBw8fLXQUtXiT8AZisTjXbkslSpTQ2G3Lx44fPYI7Ebcx0meM0FEKRSqRIHTbapSs5Aab0s5yj105eQiL+rfH4gEd8PD6JXSbOBe6evp5Lue/M8dRxbOFXHdCE2RkpGPH+uVo0Ly1rIioWqMuEuLjcGj3FmRlZiLpXSJ2bFgOAHgTrx1/v1RwghURPj4+GD16NMLDw/HXX38hODgYd+/exa5du/Dw4UOkpKRgypQp+S4nICAAlpaWcrcF8wLyfZ6qZGZmYsJYHwDAJL/pguUoLIlECtfKVTDCxxeulavg+67d0Pn7rti7e5fQ0egLfa3rsG5dD+zcsx+btuxEg4aNMXGsD+JfvxY6Vr5ioqOwbGEgps4KzPcYnPS0NJw6cVTjuhAx0VFYuiAQU2fP1cjjjCi36KgozAucjTmB8zV+nf6xeTlinz9Gh2G5Dwh3a9gSfWavRs8pC1HcviQOLvdHVkZGrvle3LuN1y+fonqzNuqIrDRZWVlYMmsipFIpBoycKJteumx5DB0/A4f3bkfv7xphcLfWsLUvCctiJaCj7QcNsBWRL8GOibhy5Qq2bNkiu9+zZ0/069cPMTExsLOzw7x589CnTx8sXbr0s8uZNGmS7By572WJDFSSOT+ZmZmYOHY0ol6+xJoNwRrbhQAAaxsblCtfQW6ac7nyCD31h0CJVKvE/9vS8a9fw8bGVjb99es4uLhWFipWoXxt6/A9YxMTlHYqg9JOZVDNvQY6fdcaB/bvRb8Bg4WO9ll379zGm/h4DOj9o2yaWCzG9auXsX/PTpz65wp0dXUBAGdO/4G0tFS0addBqLgFEhlxG2/iX6N/r66yaWKxGNevhGPf7p04ff6qbIzaophVMejq6uL1R4Xs69evYf3RMS6a6PbtW4iPf40eP34oaMViMa5cvoSQndtx8coNjVinJzcvx4OrYeg5ZWGeuykZmpjC0MQUxe1LwbFCZSwd3AV3w/9GlQYt5Oa7fuYYbMuUh71zpVzLKKqysrKwxH8iYl9FY+r81bIuxHuNWrRBoxZtkPDmNYyMjAGIcPi37bB10Oxj7KjwBCsibG1tERUVhXLlygEAYmJikJWVBQuL7GMIKlasiPj4+HyXY2homOvXDyGuE/G+gHj69AnWbtgMKyvN2H3iU2rUrIknjx/JTXv65LFGHiT+JUqWKgVraxtcDDsvKxqSkpJw88Z/6Nqth8DpCuZrW4efIpFIkJnHL4ZFTe269RG8U35Xs8CZU+BU1hk9f+4v90XsyMF9aNikOayKac4ZpwCgTr362BJyQG7anBm/okzZcujl3V8jvmwqSt/AAJWruCHswnm0+P8ppSUSCcLCzqN7j58ETld4HvXrY+/+3+WmTZ0yCc7O5dC3/8Aiv06lUilObVmBu+H/oMevC2Bl6/BFz5FKpRBnZcpNz0hLRWTYWTT5sZ+q4ird+wIi6sVTTJu/BuYWVp+c16pY9i55fx4/CAMDA1Sv7aGmlMIQaXKLQE0EKyI6deqEIUOGYP787BborFmz0LRpUxgbZ59SLTIyEiVLlhQqXi4pKcl49vTDRW1evHiOyDsRsLC0hLW1Dcb7jsKdiNtYujIIYokYcXHZ+9hbWlpCX1+Yzkhh/NS7D/r07oENa4PwTZu2uHXjP/y2dzf8ps0UOlqBfW4dOjg4oudPP2P9miA4OZWFY8mSWL1iGWxsbNEsx3UINMnXsA5f5liHVpZW2LAuCE2btYC1jQ0SEt5g964diH0VA69WRX/XAhNTU5SrUFFumpGxMSwsreSmP3/2FNevXsa8JZpzBpz38h6jCSwsLWXTX8fFIv51HF48y17PD+/fg4mJCezsHWBhaaXuyErR27sv/CZPgJtbVVStVh3btm5GamoqOnXWrN3R8mJqaoYKH52m19jYBJZWVrmmF0Ung5fj9vnT6DJ6BgyMTJCUkP3jpaGJKfQNDJHwKgoRF87AuVptmJhbITE+FmG/74KegQHKudeTW1bEhTOQiMVwa1h0PjPSUlMQ/eKZ7P6r6Bd4fD8SZhaWsCpujcUzx+PR/UiMn7UYEokYCf8/zsHM3BJ6+tnHfBw/EIJKbu4wMjbGjcth2LZuKXr2HwFTs6J7oThSD8GKCH9/f0RFRaF9+/YQi8Xw9PTEtm3bZI+LRCIEBAh3bMPHbt+6iUH9vGX3F80PBAC079AJg4cOx9kzpwEA3X/oJPe8tRs3o05dzavW3apVw8Ily7F86SKsDVqFkiVLYdyESfj2u/b5P7mI+tw6nDE7EN79BiA1NRX+M6bi3btE1KhZGyuC1mnsfr7aug4H98+9Dr/r0AmT/Wbg8eNHODxmJBLevIGllRXc3KphffB2lP/oi6smO3poH2xs7VC3vmafBedTDvy2G5vWfjjt5LAB2ad8nTzNH9926CxUrEJp0/ZbvImPx6oVyxAXFwsX18pYtWZ9rlP2kvpdDc3uouycPVZu+reDxqJak9bQ1dfH88gbCD++D2nJSTC1LIbSrtXw09Slua4B8d/Z46hUtxGMTIvOrswP7t7GzLFDZPe3BC0GADT95jv88PMghJ8/BwCYMKSn3POmLgiCm3sdAMD9yFvYs2Ut0tJS4Fi6LAaOmowm32jeac8Vpe2HfCiDSCqVqn/fnxzS0tKQlZWl1OMHhNidSd20/Y9b2L9K1dP29QcAEonQCVQrOT1L6AgqpaOj/X+k5kbafakkbd+OAsDOa0/zn0mD1bLT7F2j81PDqeh2Mx7FpanttZytjdT2Wsok+BbUyEgz/+GIiIiISDtp/88ohSfoxeaIiIiIiEjzCN6JICIiIiIqUtiKyBc7EUREREREpBAWEUREREREpBDuzkRERERElAMvNpc/diKIiIiIiEgh7EQQEREREeXwNVzPqbDYiSAiIiIiIoWwE0FERERElAMbEfljJ4KIiIiIiBTCTgQRERERUQ48JiJ/7EQQEREREZFC2IkgIiIiIpLDVkR+2IkgIiIiIiKFsBNBRERERJQDj4nIHzsRRERERESkEHYiiIiIiIhyYCMif+xEEBERERGRQrSyEyGWSIWOoHLavq+etq9DfV3tr9+1/W/UxEBX6Agq9SYlU+gIKmdupJUfgTLP41OFjqByjZyshY6gUu5txgsdQaVSr64QOsInaftnmDJo/zcZIiIiIiJSKu3+GYaIiIiISEEiHhWRL3YiiIiIiIhIISwiiIiIiIhIIdydiYiIiIgoJ+7NlC92IoiIiIiISCHsRBARERER5cBGRP7YiSAiIiIiIoWwE0FERERElAMvNpc/diKIiIiIiEgh7EQQEREREeXAi83lj50IIiIiIiJSCDsRREREREQ5sRGRL3YiiIiIiIhIIexEEBERERHlwEZE/tiJICIiIiIihbATQURERESUA68TkT92IoiIiIiISCHsRHyhTRvW4s/Qk3jy6CEMDY1QvUZNDPcZg7JlnWXz7Nu7GyeOHUZkxG0kJyfj9F9hMLewEDC1Yq6EX8LW4I2IiLiFuNhYLFiyHM1aeMkenz5lEg4fOiD3HM8GjbA8aJ2akyoueMNanAk9hSePs9dfNfcaGO4zBmVyrD8AuHH9GlavWIpbN/6Djq4OKrm4YumqdTAyMhIo+Ze7HH4JW4I3IOJ29vpbuGQFmrfMXn+ZmZlYtXwp/vnrLJ6/eA4zMzN41G+AkT6+sLG1Ezj5l/vcGAEg9NQf+G33LkTcvoW3b99i5579cHGtLGBixVy5/NF7cLH8ezAlJRnLlyzC2T9D8fZtAhxLlkK3Hj/hhx+7C5j6y/3UuQ1iol/mmt6+SzeMHPcrMtLTEbRsAc6cOo7MzAzU8WiAkeOmoFjxEgKkVY4N69Yg9OQfePToIQyNjFCjRk34+I5FWedyQkcrkJSUZGxbvxLn//oTb9/Eo1xFFwwaOR6VKldFVlYmtq5bifALfyM66jlMTc3hXscDfQaPRAlrW6Gjf7GUlGRsX78K5/86jbdv3qBcRRcMHDkelSq75Zp35QJ/HD/0GwYMH4uOP/YSIG3+HG0s4T+qI1o1dIOJkT4ePIvD4OnbcOX2U+jp6WD60PZo3cgNzqVKIDEpDafD7sBv2SFExb6VLaOGayn4j+qE2m5OEIulOBB6DRMW/obk1AwBR6ZavE5E/gTvRGRkZGD37t0YPXo0evTogR49emD06NHYs2cPMjKKzh/nlfBL6NqtJzZu3YUVazYgKysTI4b0R2pKimyetLRUeDZojD79BwuYtOBSU1NR0cUFEyb7fXKeBg0b4/jpc7Lb7HkL1Jiw4K5eDscP3Xpgw5adWBa0HllZWRj5ywCkpn5YfzeuX8OoYYPg4dkAm7btQvD23ejarSd0dAR/m3yRtNRUVKrkiom/Ts39WFoa7kTcxoDBQ7Ej5DcsWLwcTx4/gs+IoQIkLbjPjRHI/huuUbM2Ro4eq+ZkyiF7D07K+z24eMFcnP/3b8ycMw979h9Bj14/Y36gP86eOa3mpAWzYuMOhBw+LbvNXboWANC0ZSsAwOql83Dhn7Pwm70AC1dtwuu4WEyfOFrIyIUWfukiuvXoha07d2PNuk3IysrCkIH9kZLjs0OTLJ87A9fCL2DMr/5YEbwHNet6YorvEMTFxiA9LQ0P7kWgu/dALF2/C5P9F+LF08eYNclH6NgKWT53Jq6GX4Dvr/5YHrwbNet6ws93CF7HvpKb7/y504i8fQPFrW0ESpo/K3NjnA72RWaWBJ2Gr0LN72dj4qJ9eJOY/fdnYmSAGpVLI3DdMXj2mIvuY9ahUhk77Fny4XuMg40ljgSNwINnsWjSewE6DluJKuXtsW5mb6GGRUWEoJ2I+/fvo3Xr1nj58iU8PDxgZ5f9i+jVq1cRFBSEUqVK4dixY6hQoYKQMQEAy1fL/9o+bWYAWjVviIiIW6hVuy4AoOdP3gCAy5cuqj2fMjRs3AQNGzf57Dz6BgawLsIbzE9Zumqt3P2pM+egTYtGuHP7NmrWrgMAWLwgED/2+Ane/QbK5vu4U1GUfW79mZubY/W6jXLTJkz2Q+8eXREV9RIODo7qiFho+f2Nfte+IwDg5Yvn6oqkVA0bNUHDRp8e3/VrV/Fd+46oU7ceAKDLDz9i394Q3Lr5H5o2a6GumAVmVay43P1dWzbAsWRpVK9ZB8lJ73D89/2YNCMQNet4AADG/joL/Xt0xO2b11GlqrsQkQtt9doNcvdnzg5E88aeiLh9C7Xr1BUoVcGkp6fhn3Oh8JuzGFVr1AYA9Or3Cy7+ew7HDuxB74HD4b9ojdxzhvhMhO/gn/AqJgq2dg5CxFZIenoa/j0Xiik5xtiz3xBc/Pccjh7Yg94DhwEAXse+wpqlczFjwSrMnDBCyMifNabvN3ge/QaDp2+TTXvy8rXs/xOT0vDdLyvknjM6cDf+3j4epe2L4Vn0G7RtXBWZWWL4BOyGVCoFAIyYHYLwPZNRrrQ1Hj6LU89g1IzHRORP0J9Yf/nlF1SrVg0xMTE4c+YMQkJCEBISgjNnziAmJgZubm4YNmyYkBE/KSnpHQDAwsJS4CTqdTn8Ir5p2hBd2rdFwKzpSEh4I3SkApGtP8vs9Rcf/xq3bvyH4sWLY8DPPdGmRWMM6f8zrl29LGRMlUp69w4ikQjm5pqzy93Xzr1GTZw7+ydexcRAKpUi/GIYnj55jPqeDYWOprDMzEyEnjiC1t91gkgkwt07t5GVlYVadevL5nEq6wxbewdE3PhPwKTKlfROftujScRiMSRiMfQNDOWmGxoa4taNq3k+JyU5CSKRCGZm5uqIWGjvx2hgYCA33cDQELf/P0aJRIJF/lPQpbs3yjiXFyLmF2vXtBqu3H6K7fP64UloAM7vnIC+nRt89jkW5saQSCRIeJcKADA00ENmplhWQABAanr2niINahTt8ZNqCVpE/PPPP/D394dFHscNWFhYYNasWfjrr78+u4z09HQkJibK3dLT01UVGcD/NyDzAuBeoxYqVKyk0tcqSjwbNsIM/0CsXrcJI0ePwZXL4Rg5dDDEYrHQ0RQikUiweH4gqteohfIVKgIAXjzP/uV6XdBKdOzyA5auWgMX1yoYPqgfnj55LGBa1UhPT8fSxQvQpm07mJmZCR2HvtC4iVPgXK48vm3VDPXrVMeIoQMxfrKfrBuqSf49expJSe/Qql129+jN6zjo6+vD7KOitlixEoiP145fOiUSCebNnYMaNWuhogZ+dpiYmMLVrTp2bV6L13GvIBaL8ecfR3Dn1n948zr3OspIT8emoKVo0rINTEw1YzvzYYzr5MYYmWOMv+3YBB1dXbT/oYfAafPnXNIaA7s2xv2nsegwdCXW7fkbC8f/gF7tPfKc39BAD/4jO2L38ct4l5wGADhzMRJ2JSww+ueW0NfThZW5MfxHZr9v7W00rxgm5RG0iLCyssLjx48/+fjjx49hZWX12WUEBATA0tJS7rZofqByg35k3pyZePDgHmbPW6jS1ylqWrdth6bNW6BCpUpo1sILi1esxu2bNzRu9635AbPw8P49+M/9cDyHVCIBAHT+/ke079QFLq5VMHrcRJQp64zfD+4TKqpKZGZmYsJYHwDAJL/pgmYhxYTs3IYb/13HoqWrsG3nXviMmYB5c2Yh7MK/QkdT2LHD+1GvfkNY22jOAbeFNcd/Bh7cu4d5CxYLHaXAxkyZDUgB7y6t0NmrHg7t3YEmLdtAJJL/OpGVlYnAaeMBqRTDxvwqUNqC8Z3iD6lUij5dWqOLlwd+37tTNsb7kbdxaO9O+EyeAZEG7O+ioyPCtTvPMG3F77ge+Rwb9/2DTfv/xcAfGuWaV09PB9vm9YdIJMLIOSGy6REPozFw6laM7N0S8ecX4fGpOXj84jWi4xJln530dRL0mIgBAwbg559/hp+fH1q2bCk7JiImJgahoaHw9/fHiBGf39dw0qRJ8PX1lZuWLtVXWeZ5c2bhr3NnsXbjVtjZ2avsdTRBqVKlYVWsGJ49e4p69T2FjvNF5gf44+9zZ7Fm4xa59Wdtk32ch3N5+dZsWedyiImKUmtGVcrMzMTEsaMR9fIl1mwIZhdCg6SlpWHlsiVYsHgZGjVpBgCoWMkFdyMjsG3zJnjU//wuCkVJTNRLXL10AdMCPnyZLlbCGpmZmUh6lyjXjXjz5jWKF7cWIqZSzfGfiXNnz2Dj5m2ws9fczw6HkqURuHwD0lJTkZKchOLWNpg7bTzsHUvK5nlfQLyKicKcJWs1pgvxXt5jnAB7x5K4df0q3r6JR7+u38rml4jF2LhqEQ7t3Y4Nu48KmDy36LhERDyMlpt251E0OrWsITdNT08H2+f2h5NDMbQdtFzWhXgv5Hg4Qo6Hw7a4OZJT0yGVAiN/aoFHz1+Dvl6CFhEzZ86Eqakp5s+fjzFjxsiqeqlUCnt7e0yYMAHjx4//7DIMDQ1haCi/f2ZimvIrY6lUivkB/jhz+hSCNmxGyVKllP4amiYmOhpvExI04kBrqVSKBYGzcfb0KaxaHwzHkvLrz8GxJGxsbPHko87Y0yeP4dmwsRqTqs77AuLp0ydYu2EzrKyKCR2JFJCVlYWsrEyIPjpbmI6OLiQa9mvgiSMHYFWsODwafHhvVXKtAj09PVwND0Pj5t8AAJ49eYRX0VGoXK26UFELTSqVImD2LJwOPYkNwVtRqlRpoSMphZGxMYyMjZH0LhFXLv2LvkN8AHwoIF4+f4qApetgYWklaM7CyDnGq5f+RZ8hPmjQtCVq1JHfFWjq2KFo3qodvL7tKFDSTzt/7SEqlZHv9lV0ssXTqHjZ/fcFRHknG7QZtAzxb5M/ubxX8dnH9PzcsT7SMjIReuGOaoIXARrQaBKc4NeJmDBhAiZMmIBHjx4hOjq7Wra3t4ezc9E6K87cOTNx4tgRLFiyAiampoiLiwUAmJmZy64hEBcXi9dxcXj27AkA4P79uzAxMYW9gwMsNWBDmpKSjGdPn8ruv3jxHJF3ImBpaQkLS0usW70KLby+QQlrGzx/9hTLFi9AaScneDbM3RYtaubPmYUTx45g/pIVMDU1xev/rz/T/68/kUiEXt79sC5oBSpWckElF1cc+f0gnjx+hIAFS4QN/4U+tf4sLC1hbW2D8b6jcCfiNpauDIJYIpb9DVtaWkJf3+BTiy1SPjdGBwdHvH2bgOioKMS+yj4V4+PHjwAAJaytNaLY/dx70N7BEbXq1MXSRfNhaGgEBwdHXLl8CUcPH8TosRMETK0YiUSCE0cO4ptvO0BX78NHkKmZOdq074ygZQtgbmEJE1MzrFwYgCpV3TX2zEwAMGfWDBw7ehhLlq+CqYkp4mL//9lhbq4R15/52OWL/wJSKUqWLouoF0+xcfVilHJyhte3HZGVlYkAv3F4cDcCU+cug0QskR1HYGZhCX191e0loExXLv4LqWyMz7BJNsYO0NPTz1UY6enpoVhxa5RyKitI3s9Zvu00/gweg3H9WuG3k1dQ160s+n3fEMNn7QSQXUDsmD8ANV1Lo8uoIOjqiGBXIvsg+Pi3KcjMyj7mcUi3Jrhw/SGSUjLQsr4r5vh0gt/yg3iblCrY2Eh4ImnOw+2LmGfPnmHatGnYuHFj/jPnoIpORF33vC9YNXXmHLTv2BkAsHb1CqwLWvnZeZRFFRVy+KWLGNLfO9f07zp0wsQp0zDWZzgiIyLw7t072NjaoL5nQwwZPhIlSih/VwOxRLl/lh41quQ53W/GbHyXY91s3rgOe0N2IvHtW1Ss5ILho8egRs3aSs0CAPq6yj8cKfxSGAb1y73+2nfohMFDh+O7Nl55PAtYu3Ez6tTN+yC7ouZzY5wxOxCHDuzDdL/JuR4f9MswDBmq3NMwSpT8Nwr8/z04IO/34PRZAYiLi8XKpYtx4fw/SEx8C3sHR3T+/kf06u2t9P2z36RkKnV574WH/YtJPkOwKeRQri9dsovNnTyGzMwM1PZoiJHjfkVxFWxjAMDWwjD/mQrJ3c0lz+kz/QPQsXMXlb72s9fK/4L31+kT2Lx2OeJiY2BubokGTVvi54HDYWpmjpioF+jfrV2ez5uzdB2q11T+CQCkUP778K/Tf2DLR2PsPXAYTD9xhqn+P36LDj/0UsnF5tzbfH5vjC/RtnFVzBzRARWcbPD4xWss23Yam/ZnH0fl5FAckUdn5vm8VgOW4q/L9wAA62f1RptGVWFmYoDIxzFYsiUUO49cKnS21Ksr8p9JIG9T1dfhtTTWjOtRfaxIFxHXr19HrVq1FD77jyqKiKJG29tsyi4iihpVFBGkXqooIooSVRURRYk6igghqaKIKGpUUUQUJcooIooyFhHZNLWIEHR3pkOHDn328YcPH6opCRERERFRNm3/sVYZBC0iOnXKvsjQ55ohmnAKNSIiIiKir4mg/RMHBwfs27cPEokkz9uVK1eEjEdEREREXyGRGm+aStAionbt2rh8+fInH8+vS0FEREREROon6O5M48aNQ3Lyp89HXKFCBfz5559qTEREREREXz1NbhGoiaBFROPGn7+Il6mpKZo2baqmNERERERE9CUEv9gcEREREVFRImIrIl+aeWJaIiIiIiISDDsRREREREQ58AoD+WMngoiIiIiIFMJOBBERERFRDmxE5I+dCCIiIiIiUgg7EUREREREObEVkS92IoiIiIiISCEsIoiIiIiISCEsIoiIiIiIchCp8b+CWLlyJcqWLQsjIyN4eHjg4sWLSv4XyB+LCCIiIiIiDRESEgJfX19MmzYNV65cgbu7O1q3bo1Xr16pNQeLCCIiIiKiHEQi9d0UtWjRIgwcOBB9+/ZFlSpVEBQUBBMTE2zcuFH5/xCfwSKCiIiIiEgg6enpSExMlLulp6fnOW9GRgYuX74MLy8v2TQdHR14eXnh/Pnz6oqcTUqFkpaWJp02bZo0LS1N6Cgqo+1j1PbxSaXaP0aOT/Np+xg5Ps2n7WPU9vEVZdOmTZMCkLtNmzYtz3lfvHghBSD9999/5aaPGzdOWq9ePTWk/UAklUql6i1btEtiYiIsLS3x9u1bWFhYCB1HJbR9jNo+PkD7x8jxaT5tHyPHp/m0fYzaPr6iLD09PVfnwdDQEIaGhrnmffnyJUqWLIl///0Xnp6esunjx4/H2bNnERYWpvK87/Fic0REREREAvlUwZAXa2tr6OrqIiYmRm56TEwM7O3tVRHvk3hMBBERERGRBjAwMEDt2rURGhoqmyaRSBAaGirXmVAHdiKIiIiIiDSEr68vvL29UadOHdSrVw9LlixBcnIy+vbtq9YcLCIKydDQENOmTfviNpQm0vYxavv4AO0fI8en+bR9jByf5tP2MWr7+LRJt27dEBsbi6lTpyI6Oho1atTA8ePHYWdnp9YcPLCaiIiIiIgUwmMiiIiIiIhIISwiiIiIiIhIISwiiIiIiIhIISwiiIiIiIhIISwiCmnlypUoW7YsjIyM4OHhgYsXLwodSWnOnTuH9u3bw9HRESKRCAcOHBA6klIFBASgbt26MDc3h62tLTp16oTIyEihYynN6tWrUb16dVhYWMDCwgKenp44duyY0LFUJjAwECKRCD4+PkJHUZrp06dDJBLJ3VxdXYWOpVQvXrzATz/9hBIlSsDY2BjVqlVDeHi40LGUpmzZsrnWoUgkwrBhw4SOphRisRh+fn5wdnaGsbExypcvj1mzZkGbztny7t07+Pj4oEyZMjA2NkaDBg1w6dIloWMVWH6f7VKpFFOnToWDgwOMjY3h5eWFe/fuCROWijQWEYUQEhICX19fTJs2DVeuXIG7uztat26NV69eCR1NKZKTk+Hu7o6VK1cKHUUlzp49i2HDhuHChQs4efIkMjMz0apVKyQnJwsdTSlKlSqFwMBAXL58GeHh4WjRogU6duyIW7duCR1N6S5duoQ1a9agevXqQkdROjc3N0RFRcluf//9t9CRlObNmzdo2LAh9PX1cezYMdy+fRsLFy5EsWLFhI6mNJcuXZJbfydPngQAdO3aVeBkyjF37lysXr0aK1asQEREBObOnYt58+Zh+fLlQkdTmgEDBuDkyZPYunUrbty4gVatWsHLywsvXrwQOlqB5PfZPm/ePCxbtgxBQUEICwuDqakpWrdujbS0NDUnpSJPSgVWr1496bBhw2T3xWKx1NHRURoQECBgKtUAIN2/f7/QMVTq1atXUgDSs2fPCh1FZYoVKyZdv3690DGU6t27d9KKFStKT548KW3atKl01KhRQkdSmmnTpknd3d2FjqEyEyZMkDZq1EjoGGo1atQoafny5aUSiUToKErRrl07ab9+/eSmdenSRdqrVy+BEilXSkqKVFdXV3r48GG56bVq1ZL++uuvAqVSno8/2yUSidTe3l46f/582bSEhASpoaGhdOfOnQIkpKKMnYgCysjIwOXLl+Hl5SWbpqOjAy8vL5w/f17AZFRQb9++BQAUL15c4CTKJxaLsWvXLiQnJ8PT01PoOEo1bNgwtGvXTu69qE3u3bsHR0dHlCtXDr169cLTp0+FjqQ0hw4dQp06ddC1a1fY2tqiZs2aWLdundCxVCYjIwPbtm1Dv379IBKJhI6jFA0aNEBoaCju3r0LALh+/Tr+/vtvtG3bVuBkypGVlQWxWAwjIyO56cbGxlrVFXzv0aNHiI6OltueWlpawsPDg99tKBdesbqA4uLiIBaLc10d0M7ODnfu3BEoFRWURCKBj48PGjZsiKpVqwodR2lu3LgBT09PpKWlwczMDPv370eVKlWEjqU0u3btwpUrVzR6/+TP8fDwQHBwMFxcXBAVFYUZM2agcePGuHnzJszNzYWOV2gPHz7E6tWr4evri8mTJ+PSpUsYOXIkDAwM4O3tLXQ8pTtw4AASEhLQp08foaMozcSJE5GYmAhXV1fo6upCLBZj9uzZ6NWrl9DRlMLc3Byenp6YNWsWKleuDDs7O+zcuRPnz59HhQoVhI6ndNHR0QCQ53eb948RvcciggjZv2bfvHlT635ZcnFxwbVr1/D27Vvs3bsX3t7eOHv2rFYUEs+ePcOoUaNw8uTJXL8Saoucv+ZWr14dHh4eKFOmDHbv3o3+/fsLmEw5JBIJ6tSpgzlz5gAAatasiZs3byIoKEgri4gNGzagbdu2cHR0FDqK0uzevRvbt2/Hjh074ObmhmvXrsHHxweOjo5asw63bt2Kfv36oWTJktDV1UWtWrXQo0cPXL58WehoRILi7kwFZG1tDV1dXcTExMhNj4mJgb29vUCpqCCGDx+Ow4cP488//0SpUqWEjqNUBgYGqFChAmrXro2AgAC4u7tj6dKlQsdSisuXL+PVq1eoVasW9PT0oKenh7Nnz2LZsmXQ09ODWCwWOqLSWVlZoVKlSrh//77QUZTCwcEhV0FbuXJlrdpl670nT57g1KlTGDBggNBRlGrcuHGYOHEiunfvjmrVqqF3794YPXo0AgIChI6mNOXLl8fZs2eRlJSEZ8+e4eLFi8jMzES5cuWEjqZ077+/8LsNfQkWEQVkYGCA2rVrIzQ0VDZNIpEgNDRU6/Y511ZSqRTDhw/H/v37cfr0aTg7OwsdSeUkEgnS09OFjqEULVu2xI0bN3Dt2jXZrU6dOujVqxeuXbsGXV1doSMqXVJSEh48eAAHBwehoyhFw4YNc51W+e7duyhTpoxAiVRn06ZNsLW1Rbt27YSOolQpKSnQ0ZH/KqGrqwuJRCJQItUxNTWFg4MD3rx5gxMnTqBjx45CR1I6Z2dn2Nvby323SUxMRFhYGL/bUC7cnakQfH194e3tjTp16qBevXpYsmQJkpOT0bdvX6GjKUVSUpLcL56PHj3CtWvXULx4cTg5OQmYTDmGDRuGHTt24ODBgzA3N5ft72lpaQljY2OB0xXepEmT0LZtWzg5OeHdu3fYsWMHzpw5gxMnTggdTSnMzc1zHb9iamqKEiVKaM1xLWPHjkX79u1RpkwZvHz5EtOmTYOuri569OghdDSlGD16NBo0aIA5c+bgxx9/xMWLF7F27VqsXbtW6GhKJZFIsGnTJnh7e0NPT7s+dtu3b4/Zs2fDyckJbm5uuHr1KhYtWoR+/foJHU1pTpw4AalUChcXF9y/fx/jxo2Dq6urxn7W5/fZ7uPjA39/f1SsWBHOzs7w8/ODo6MjOnXqJFxoKpqEPj2Uplu+fLnUyclJamBgIK1Xr570woULQkdSmj///FMKINfN29tb6GhKkdfYAEg3bdokdDSl6Nevn7RMmTJSAwMDqY2NjbRly5bSP/74Q+hYKqVtp3jt1q2b1MHBQWpgYCAtWbKktFu3btL79+8LHUupfv/9d2nVqlWlhoaGUldXV+natWuFjqR0J06ckAKQRkZGCh1F6RITE6WjRo2SOjk5SY2MjKTlypWT/vrrr9L09HShoylNSEiItFy5clIDAwOpvb29dNiwYdKEhAShYxVYfp/tEolE6ufnJ7Wzs5MaGhpKW7ZsqZV/u1R4IqlUiy4rSUREREREKsdjIoiIiIiISCEsIoiIiIiISCEsIoiIiIiISCEsIoiIiIiISCEsIoiIiIiISCEsIoiIiIiISCEsIoiIiIiISCEsIoiIiIiISCEsIoiIipg+ffqgU6dOsvvNmjWDj4+P2nOcOXMGIpEICQkJan9tIiIq2lhEEBF9oT59+kAkEkEkEsHAwAAVKlTAzJkzkZWVpdLX3bdvH2bNmvVF8/KLPxERqYOe0AGIiDRJmzZtsGnTJqSnp+Po0aMYNmwY9PX1MWnSJLn5MjIyYGBgoJTXLF68uFKWQ0REpCzsRBARKcDQ0BD29vYoU6YMfvnlF3h5eeHQoUOyXZBmz54NR0dHuLi4AACePXuGH3/8EVZWVihevDg6duyIx48fy5YnFovh6+sLKysrlChRAuPHj4dUKpV7zY93Z0pPT8eECRNQunRpGBoaokKFCtiwYQMeP36M5s2bAwCKFSsGkUiEPn36AAAkEgkCAgLg7OwMY2NjuLu7Y+/evXKvc/ToUVSqVAnGxsZo3ry5XE4iIqKcWEQQERWCsbExMjIyAAChoaGIjIzEyZMncfjwYWRmZqJ169YwNzfHX3/9hX/++QdmZmZo06aN7DkLFy5EcHAwNm7ciL///hvx8fHYv3//Z1/z559/xs6dO7Fs2TJERERgzZo1MDMzQ+nSpfHbb78BACIjIxEVFYWlS5cCAAICArBlyxYEBQXh1q1bGD16NH766SecPXsWQHax06VLF7Rv3x7Xrl3DgAEDMHHiRFX9sxERkYbj7kxERAUglUoRGhqKEydOYMSIEYiNjYWpqSnWr18v241p27ZtkEgkWL9+PUQiEQBg06ZNsLKywpkzZ9CqVSssWbIEkyZNQpcuXQAAQUFBOHHixCdf9+7du9i9ezdOnjwJLy8vAEC5cuVkj7/f9cnW1hZWVlYAsjsXc+bMwalTp+Dp6Sl7zt9//401a9agadOmWL16NcqXL4+FCxcCAFxcXHDjxg3MnTtXif9qRESkLVhEEBEp4PDhwzAzM0NmZiYkEgl69uyJ6dOnY9iwYahWrZrccRDXr1/H/fv3YW5uLreMtLQ0PHjwAG/fvkVUVBQ8PDxkj+np6aFOnTq5dml679q1a9DV1UXTpk2/OPP9+/eRkpKCb775Rm56RkYGatasCQCIiIiQywFAVnAQERF9jEUEEZECmjdvjtWrV8PAwACOjo7Q0/uwGTU1NZWbNykpCbVr18b27dtzLcfGxqZAr29sbKzwc5KSkgAAR44cQcmSJeUeMzQ0LFAOIiL6urGIICJSgKmpKSpUqPBF89aqVQshISGwtbWFhYVFnvM4ODggLCwMTZo0AQBkZWXh8uXLqFWrVp7zV6tWDRKJBGfPnpXtzpTT+06IWCyWTatSpQoMDQ3x9OnTT3YwKleujEOHDslNu3DhQv6DJCKirxIPrCYiUpFevXrB2toaHTt2xF9//YVHjx7hzJkzGDlyJJ4/fw4AGDVqFAIDA3HgwAHcuXMHQ4cO/ew1HsqWLQtvb2/069cPBw4ckC1z9+7dAIAyZcpAJBLh8OHDiI2NRVJSEszNzTF27FiMHj0amzdvxoMHD3DlyhUsX74cmzdvBgAMGTIE9+7dw7hx4xAZGYkdO3YgODhY1f9ERESkoVhEEBGpiImJCc6dOwcnJyd06dIFlStXRv/+/ZGWlibrTIwZMwa9e/eGt7c3PD09YW5ujs6dO392uatXr8YPP/yAoUOHwtXVFQMHDkRycjIAoGTJkpgxYwYmTpwIOzs7DB8+HAAwa9Ys+Pn5ISAgAJUrV0abNm1w5MgRODs7AwCcnJzw22+/4cCBA3B3d0dQUBDmzJmjwn8dIiLSZCLpp47eIyIiIiIiygM7EUREREREpBAWEUREREREpBAWEUREREREpBAWEUREREREpBAWEUREREREpBAWEUREREREpBAWEUREREREpBAWEUREREREpBAWEUREREREpBAWEUREREREpBAWEUREREREpJD/AT39zBTP3GYKAAAAAElFTkSuQmCC",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "\n",
+ "\n",
+ "# Разделение выборки\n",
+ "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=111, stratify=data_encoded['Class'])\n",
+ "param_grid = {\n",
+ " 'criterion': ['gini', 'entropy'],\n",
+ " 'max_depth': [ 5, 10, 15, 20],\n",
+ " 'min_samples_split': [2, 5, 10, 15, 20],\n",
+ " 'splitter': ['best', 'random']\n",
+ "}\n",
+ "clf = DecisionTreeClassifier()\n",
+ "grid_search = GridSearchCV(clf, param_grid, cv=5, scoring = 'balanced_accuracy')\n",
+ "grid_search.fit(X_train, y_train)\n",
+ "\n",
+ "# Получение наилучших гиперпараметров\n",
+ "best_params = grid_search.best_params_\n",
+ "print(best_params)\n",
+ "# Оценка наилучшей модели на тестовом наборе данных\n",
+ "best_model = grid_search.best_estimator_\n",
+ "y_pred = best_model.predict(X_test)\n",
+ "accuracy = accuracy_score(y_test, y_pred)\n",
+ "\n",
+ "best_model.fit(X_train, y_train)\n",
+ "y_pred = best_model.predict(X_test)\n",
+ "# Отрисовка дерева решений\n",
+ "plt.figure(figsize=(22, 10))\n",
+ "plot_tree(best_model, filled=True, feature_names=X.columns, class_names=True, fontsize=6, rounded=True, precision=2)\n",
+ "plt.show()\n",
+ "plt.show()\n",
+ "print(\"Accuracy:\", accuracy_score(y_test, y_pred))\n",
+ "print(\"f1_score:\", f1_score(y_test, y_pred, average = 'weighted'))\n",
+ "print(\"Classification Report:\\n\", classification_report(y_test, y_pred))\n",
+ "#print(\"Confusion Matrix:\\n\", confusion_matrix(y_test, y_pred))\n",
+ "#визуализация\n",
+ "cm = confusion_matrix(y_test, y_pred)\n",
+ "plt.figure(figsize=(10, 7))\n",
+ "sns.heatmap(cm, annot=True, fmt=\"d\", cmap=\"Blues\")\n",
+ "plt.xlabel('Predicted')\n",
+ "plt.ylabel('Actual')\n",
+ "plt.title('Confusion Matrix')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "11c54184-da20-4f53-9d5f-575e2cad3a4d",
+ "metadata": {},
+ "source": [
+ "### Задание 3. Другие модели (без баллов, просто если есть желание)\n",
+ "\n",
+ "Проделайте операции из **Задания 2** с другими известными вам классификаторами. Стало ли лучше?"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bb2b268c",
+ "metadata": {},
+ "source": [
+ "Примерно также, но потом я поняла, что надо было нормировать бы данные для лучшего результата"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 156,
+ "id": "eb381e31-ecb5-47aa-8eb0-1fed6e248c61",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/maria/miniforge3/envs/ML/lib/python3.11/site-packages/sklearn/linear_model/_logistic.py:469: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
+ "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
+ "\n",
+ "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
+ " https://scikit-learn.org/stable/modules/preprocessing.html\n",
+ "Please also refer to the documentation for alternative solver options:\n",
+ " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
+ " n_iter_i = _check_optimize_result(\n",
+ "/home/maria/miniforge3/envs/ML/lib/python3.11/site-packages/sklearn/metrics/_classification.py:1497: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n",
+ " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
+ "/home/maria/miniforge3/envs/ML/lib/python3.11/site-packages/sklearn/metrics/_classification.py:1497: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n",
+ " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
+ "/home/maria/miniforge3/envs/ML/lib/python3.11/site-packages/sklearn/metrics/_classification.py:1497: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n",
+ " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
+ "/home/maria/miniforge3/envs/ML/lib/python3.11/site-packages/sklearn/metrics/_classification.py:1497: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n",
+ " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Accuracy: 0.29444444444444445\n",
+ "Accuracy: 0.29444444444444445\n",
+ "Classification Report:\n",
+ " precision recall f1-score support\n",
+ "\n",
+ " 0 0.00 0.00 0.00 125\n",
+ " 1 0.00 0.00 0.00 275\n",
+ " 2 0.13 0.07 0.09 254\n",
+ " 3 0.30 0.09 0.14 80\n",
+ " 4 0.00 0.00 0.00 77\n",
+ " 5 0.00 0.00 0.00 290\n",
+ " 6 0.20 0.06 0.09 518\n",
+ " 7 0.40 0.68 0.50 115\n",
+ " 8 0.29 0.09 0.14 371\n",
+ " 9 0.44 0.08 0.13 505\n",
+ " 10 0.30 0.86 0.44 990\n",
+ "\n",
+ " accuracy 0.29 3600\n",
+ " macro avg 0.19 0.18 0.14 3600\n",
+ "weighted avg 0.23 0.29 0.19 3600\n",
+ "\n",
+ "f1_score: 0.19345427574375723\n",
+ "Precision: 0.23060626669491532\n"
+ ]
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "model = LogisticRegression(multi_class='multinomial', solver='lbfgs', max_iter= 100 )\n",
+ "model.fit(X_train, y_train)\n",
+ "y_pred = model.predict(X_test)\n",
+ "\n",
+ "accuracy = accuracy_score(y_test, y_pred)\n",
+ "print(\"Accuracy:\", accuracy)\n",
+ "print(\"Accuracy:\", accuracy)\n",
+ "print(\"Classification Report:\")\n",
+ "print(classification_report(y_test, y_pred))\n",
+ "print(\"f1_score:\", f1_score(y_test, y_pred, average = 'weighted'))\n",
+ "print(\"Precision:\", precision_score(y_test, y_pred, average = 'weighted'))\n",
+ "#визуализация\n",
+ "cm = confusion_matrix(y_test, y_pred)\n",
+ "plt.figure(figsize=(10, 7))\n",
+ "sns.heatmap(cm, annot=True, fmt=\"d\", cmap=\"Blues\")\n",
+ "plt.xlabel('Predicted')\n",
+ "plt.ylabel('Actual')\n",
+ "plt.title('Confusion Matrix')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a4d857d4-15fc-456d-adb3-d0ebd1690cfa",
+ "metadata": {},
+ "source": [
+ "### Задание 4. (0.5 доп. балла)\n",
+ "\n",
+ "Расскажите про свои любимые фильмы, мультики и тд.\n",
+ "\n",
+ "1. \"Прибытие\" Д. Вильнев\n",
+ "\n",
+ "2. Сказка, Сокуров\n",
+ "\n",
+ "3. Вообще сейчас намного больше люблю документальные фильмы, Арт Док Фест и прочее надо смотреть"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9ab7a7eb-eae9-4b07-bcc1-d5deca2aba00",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "ML",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/HW4/Data/train.csv b/HW4/Data/train.csv
new file mode 100644
index 0000000..8758079
--- /dev/null
+++ b/HW4/Data/train.csv
@@ -0,0 +1,17997 @@
+Artist Name,Track Name,Popularity,danceability,energy,key,loudness,mode,speechiness,acousticness,instrumentalness,liveness,valence,tempo,duration_in min/ms,time_signature,Class
+Bruno Mars,That's What I Like (feat. Gucci Mane),60.0,0.854,0.564,1.0,-4.964,1,0.0485,0.0171,,0.0849,0.899,134.071,234596.0,4,5
+Boston,Hitch a Ride,54.0,0.382,0.814,3.0,-7.23,1,0.0406,0.0011,0.00401,0.101,0.569,116.454,251733.0,4,10
+The Raincoats,No Side to Fall In,35.0,0.434,0.614,6.0,-8.334,1,0.0525,0.486,0.000196,0.394,0.787,147.681,109667.0,4,6
+Deno,Lingo (feat. J.I & Chunkz),66.0,0.853,0.597,10.0,-6.528,0,0.0555,0.0212,,0.122,0.569,107.033,173968.0,4,5
+Red Hot Chili Peppers,Nobody Weird Like Me - Remastered,53.0,0.167,0.975,2.0,-4.279,1,0.216,0.000169,0.0161,0.172,0.0918,199.06,229960.0,4,10
+The Stooges,Search and Destroy - Iggy Pop Mix,53.0,0.235,0.977,6.0,0.878,1,0.107,0.00353,0.00604,0.172,0.241,152.952,208133.0,4,6
+Solomon Burke,None Of Us Are Free,48.0,0.674,0.658,5.0,-9.647,0,0.104,0.404,1.34e-06,0.0981,0.677,143.292,329387.0,4,2
+Randy Travis,On the Other Hand,55.0,0.657,0.415,5.0,-9.915,1,0.025,0.175,5.65e-06,0.132,0.347,96.03,3.105783333,4,4
+Professional Murder Music,Slow,29.0,0.431,0.776,10.0,-5.403,1,0.0527,2.21e-05,0.0013,0.179,0.318,120.857,237867.0,4,8
+Dudu Aharon,"דודו, יאללה יאללה",14.0,0.716,0.885,1.0,-4.348,0,0.0333,0.0614,,0.253,0.833,128.043,164093.0,4,9
+Mohammed Rafi,Meri Dosti Mera Pyar,11.0,0.491,0.563,7.0,-8.588,0,0.0331,0.957,0.0023,0.263,0.843,95.558,4.33045,4,3
+Arctic Monkeys,The View From The Afternoon,59.0,0.387,0.922,9.0,-5.192,0,0.0674,0.00487,,0.187,0.417,146.478,222947.0,4,10
+Eyal Golan,קרובה אליי,34.0,0.585,0.381,1.0,-7.622,0,0.0463,0.435,,0.126,0.322,143.876,206875.0,4,9
+"Harald Lassen, Bram de Looze",How it feels pt. 2,34.0,0.462,0.374,11.0,-12.069,0,0.0331,0.949,0.929,0.131,0.174,122.939,4.44025,3,7
+Buffalo Springfield,For What It's Worth,76.0,0.653,0.519,2.0,-10.164,1,0.0497,0.406,0.0209,0.101,0.822,98.883,153693.0,4,10
+Elmore James,Madison Blues,37.0,0.431,0.852,2.0,-6.522,1,0.0431,0.564,0.208,0.254,0.794,67.601,146800.0,4,2
+Dudu Aharon,לא יכול בלעדייך,14.0,0.713,0.939,5.0,-3.609,0,0.0372,0.11,5.88e-06,0.331,0.88,108.034,179320.0,4,9
+Velvet Two Stripes,Drinks,31.0,0.564,0.801,1.0,-4.73,0,0.0473,0.00233,0.0078,0.067,0.401,105.01,154293.0,4,10
+Eden Ben Zaken,מנגינה,29.0,0.57,0.458,9.0,-5.935,0,0.0236,0.502,2.35e-06,0.134,0.19,93.088,217529.0,4,9
+DaBaby,Baby Sitter (feat. Offset),70.0,0.852,0.73,1.0,-5.803,1,0.0579,0.0219,,0.336,0.394,92.506,157693.0,4,5
+Mura Masa,Teenage Headache Dreams (with Ellie Rowsell),48.0,0.347,0.411,6.0,-8.071,1,0.0414,0.0181,0.636,0.0975,0.395,171.991,283013.0,4,6
+Clairmont The Second,intres-ting,44.0,0.796,0.441,7.0,-9.83,1,0.292,0.16,2.89e-05,0.118,0.371,158.105,137872.0,4,1
+Krankhead,Cut Throat,29.0,0.805,0.448,7.0,-9.452,1,0.112,0.0602,1.79e-06,0.113,0.775,160.018,138000.0,4,5
+The Stone Roses,Driving South,44.0,0.472,0.947,9.0,-6.128,1,0.0774,9.43e-06,0.0155,0.364,0.75,98.784,309867.0,4,10
+R3HAB,Whiplash - Acoustic,44.0,0.556,0.188,8.0,-12.161,1,0.0316,0.494,,0.119,0.184,138.091,145217.0,4,9
+"IndianRaga, Akshay Anantapadmanabhan, Madhu Iyer, Sri Poornima Krishna Emani",Swagatham Krishna - Mohanam - Adi,,0.548,0.711,10.0,-8.44,1,0.107,0.542,9.59e-05,0.355,0.618,119.675,4.015633333,3,0
+MC Hammer,U Can't Touch This,73.0,0.867,0.517,11.0,-13.222,0,0.0875,0.00456,0.000339,0.0864,0.866,133.148,257360.0,4,9
+duendita,Open Eyes,35.0,0.341,0.47,5.0,-10.144,1,0.037,0.226,0.105,0.518,0.203,144.109,204280.0,4,1
+Rainbow,Since You Been Gone,66.0,0.733,0.726,7.0,-6.514,1,0.0371,0.379,2.58e-06,0.471,0.915,120.814,197160.0,4,8
+fijitrip,Private Social Network,30.0,0.696,0.661,6.0,-5.996,1,0.0877,0.00103,3.21e-05,0.114,0.397,121.032,180822.0,4,6
+Machine Gun Kelly,love race (feat. Kellin Quinn),81.0,0.517,0.848,10.0,-4.054,1,0.0521,0.00581,,0.214,0.429,95.906,188779.0,4,9
+ShittyCT,Mahapecha Shel Simcha,4.0,0.437,0.948,5.0,-4.287,0,0.092,0.000234,,0.0876,0.517,170.023,180293.0,4,6
+Tetrarch,Negative Noise,49.0,0.384,0.974,1.0,-3.647,0,0.141,0.000153,0.000247,0.226,0.155,194.842,247370.0,4,8
+Dreezy,Where Them $ @,42.0,0.858,0.525,,-7.332,1,0.148,0.0443,0.00738,0.197,0.351,170.875,193962.0,4,5
+The Ayoub Sisters,Mother's Pride,16.0,0.297,0.0958,,-20.316,1,0.0384,0.844,0.855,0.126,0.296,80.672,3.503783333,4,7
+Brandon Jack & The Artifacts,four days,29.0,0.516,0.948,2.0,-3.994,1,0.0644,0.0279,0.0564,0.15,0.957,170.087,130329.0,4,1
+Moon Guitar,Struna,47.0,0.32,0.242,,-15.17,1,0.0422,0.941,0.93,0.165,0.431,81.09,2.817633333,4,7
+Ivri Lider,נסיכה שלי,47.0,0.661,0.407,4.0,-9.283,1,0.0412,0.713,,0.115,0.337,127.873,216695.0,4,9
+Vieux Farka Touré,Bonheur,37.0,0.569,0.751,7.0,-12.826,1,0.0418,0.365,0.856,0.0561,0.758,105.156,338292.0,4,2
+Kvelertak,Crack of Doom (feat. Troy Sanders),44.0,0.357,0.977,1.0,-6.489,0,0.124,1.6e-05,0.892,0.105,0.28,159.81,233929.0,4,8
+Better Than Ezra,Good,63.0,0.615,0.657,7.0,-6.873,1,0.029,0.000372,0.0204,0.132,0.792,109.95,185093.0,4,10
+Lior Narkis,חלקת אלוהים - השיר של אופיר,44.0,0.479,0.444,,-6.497,1,0.0316,0.857,,0.141,0.236,107.915,174242.0,4,9
+Silversun Pickups,Lazy Eye,65.0,0.633,0.831,4.0,-5.053,1,0.0461,0.0401,0.693,0.117,0.243,127.397,354360.0,4,10
+Lilly Wood and The Prick,A Song,,0.618,0.438,11.0,-7.495,1,0.0762,0.407,,0.5,0.651,155.014,209307.0,4,6
+Orange Juice,Rip It Up,55.0,0.881,0.546,7.0,-9.357,1,0.0407,0.0532,0.000149,0.0497,0.852,102.814,320413.0,4,6
+U2,The Blackout,49.0,0.624,0.528,9.0,-9.103,0,0.0344,0.0286,0.00516,0.0866,0.33,120.049,285933.0,4,10
+Omer Adam,תגידי לי שטוב לך,37.0,0.607,0.503,2.0,-7.406,1,0.0703,0.446,,0.173,0.473,135.606,205040.0,4,9
+The Clash,The Magnificent Seven - Remastered,56.0,0.799,0.789,,-8.208,1,0.0395,0.0595,,0.0338,0.831,116.083,333520.0,4,10
+Victor Manu,Raphaela,47.0,0.494,0.0634,2.0,-19.203,1,0.044,0.984,0.926,0.11,0.15,78.227,3.014916667,4,7
+The Last Shadow Puppets,Bad Habits,49.0,0.52,0.642,9.0,-7.546,1,0.0434,0.000517,0.0017,0.0794,0.449,88.967,180968.0,4,10
+Anne-Marie,Our Song,48.0,0.595,0.759,11.0,-4.245,0,0.0423,0.141,,0.172,0.515,80.953,163733.0,4,9
+How Lucky,"Kurt Vile, John Prine",,0.523,0.441,5.0,-9.928,1,0.0311,0.465,0.00268,0.365,0.49,171.246,3.385116667,4,0
+Sly & The Family Stone,"I Want To Take You Higher - Live at The Woodstock Music & Art Fair, August 17, 1969",28.0,0.566,0.943,,-10.359,1,0.123,0.00488,0.346,0.728,0.324,117.813,403027.0,4,10
+Veruca Salt,Seether,47.0,0.612,0.86,8.0,-9.175,1,0.044,0.00253,0.00153,0.158,0.687,136.212,196467.0,4,1
+Juice WRLD,Life's A Mess (feat. Halsey),77.0,0.63,0.446,1.0,-8.9,1,0.0351,0.337,,0.166,0.177,143.078,202193.0,4,5
+BENEE,C U,53.0,0.521,0.532,9.0,-11.492,0,0.0357,0.563,0.000435,0.386,0.326,95.19,180533.0,4,9
+Berry Sakharof,נפתלי הדג,18.0,0.501,0.474,2.0,-13.893,1,0.0299,0.608,0.885,0.147,0.281,102.404,352267.0,4,10
+Ganser,Self Service - Adam Faulkner / Girl Band Remix,9.0,0.185,0.865,9.0,-10.522,1,0.0576,0.000632,0.807,0.112,0.0789,84.031,207465.0,3,6
+Dion,Blues Comin’ On,34.0,0.532,0.685,4.0,-6.577,0,0.0318,0.0208,0.000154,0.303,0.648,140.036,288071.0,4,2
+Nick Cave & The Bad Seeds,Deanna,41.0,0.415,0.94,,-4.874,1,0.0889,0.0049,,0.144,0.439,134.392,225627.0,4,1
+Soen,Lotus,49.0,0.425,0.403,4.0,-9.343,0,0.0273,0.0792,0.0049,0.113,0.135,155.761,323931.0,4,10
+Vani Jairam,Bole Re Papihara,20.0,0.373,0.707,1.0,-9.566,0,0.0562,0.668,3.68e-05,0.361,0.75,89.1,3.578883333,4,3
+Liam Gallagher,Once,59.0,0.39,0.646,6.0,-3.961,1,0.0372,0.0904,,0.114,0.271,120.755,213677.0,4,10
+The Pretty Things,She's a Lover,38.0,0.439,0.795,2.0,-9.424,1,0.0314,0.00407,0.00114,0.296,0.789,84.846,212067.0,4,6
+Tha Dogg Pound,"New York, New York",56.0,0.827,0.532,2.0,-4.775,1,0.302,0.0219,2.91e-05,0.127,0.694,87.257,290440.0,4,5
+BLAB,Casual Sex,26.0,0.709,0.685,2.0,-7.573,1,0.0281,0.0355,0.0268,0.0389,0.7,129.987,194567.0,4,1
+Mighty Sam McClain,When the Hurt Is Over,41.0,0.583,0.143,,-15.786,1,0.148,0.676,2.84e-05,0.117,0.533,156.009,371496.0,3,2
+Trillary Banks,Last Man Standing,35.0,0.704,0.579,6.0,-9.331,1,0.418,0.287,,0.139,0.712,142.815,176667.0,4,5
+El Goodo,Feel so Fine,30.0,0.247,0.88,2.0,-3.057,1,0.097,2.01e-05,0.309,0.122,0.333,134.445,237493.0,4,10
+Keb' Mo',The Medicine Man [Feat. Old Crow Medicine Show],54.0,0.801,0.637,,-6.406,1,0.0565,0.169,3.75e-05,0.0925,0.769,77.012,218360.0,4,2
+Why Bonnie,Athlete,24.0,0.539,0.578,4.0,-8.522,1,0.0278,0.0987,0.000923,0.28,0.353,102.03,191890.0,4,10
+Snoop Dogg,Beautiful,63.0,0.907,0.695,11.0,-6.268,0,0.135,0.246,,0.0808,0.961,101.007,298307.0,4,5
+MOD SUN,Stay Away (feat. Machine Gun Kelly & Goody Grace),68.0,0.667,0.636,8.0,-5.669,1,0.082,0.022,,0.0908,0.152,158.058,151891.0,4,10
+Turbo Knight,Rasengan,43.0,0.436,0.944,10.0,-7.981,1,0.0398,0.0035,0.972,0.105,0.588,110.002,307545.0,4,6
+The Black Crowes,Sometimes Salvation,41.0,0.366,0.662,4.0,-4.914,1,0.034,0.00261,,0.0594,0.362,148.34,284000.0,3,10
+"Britney Spears, will.i.am",Big Fat Bass (feat. will.i.am),41.0,0.777,0.71,,-4.717,1,0.0919,0.0295,,0.192,0.673,129.945,4.747333333,4,9
+Radiohead,Burn the Witch,57.0,0.54,0.847,11.0,-6.52,1,0.0297,0.303,0.272,0.109,0.62,148.936,220609.0,4,10
+Oceans,Shark Tooth,42.0,0.435,0.889,11.0,-6.462,0,0.0474,2.38e-05,0.000872,0.87,0.344,93.896,198345.0,4,8
+Arctic Monkeys,R U Mine?,79.0,0.288,0.758,6.0,-5.692,0,0.0371,0.00616,,0.303,0.619,97.094,201726.0,4,10
+The Stranglers,Golden Brown,71.0,0.562,0.383,6.0,-15.474,1,0.0304,0.143,0.124,0.138,0.599,93.764,206760.0,3,10
+Itay Levi,השקט של שבת,33.0,0.683,0.347,1.0,-10.392,1,0.0473,0.549,,0.0907,0.437,80.009,157630.0,4,9
+Joe Bonamassa,Cradle Rock,44.0,0.411,0.91,2.0,-4.867,1,0.0392,0.000243,0.00082,0.0931,0.613,106.675,230027.0,4,10
+LeRoi Thirteen,Stand up and Shout (Cover),41.0,0.49,0.974,8.0,-4.295,1,0.115,0.000546,0.225,0.336,0.257,108.946,229617.0,4,8
+Us The Duo,drivers license,55.0,0.374,0.35,10.0,-11.48,1,0.176,0.843,,0.188,0.129,74.464,3.81156667,1,0
+Keller Williams,Right Here,43.0,0.633,0.194,8.0,-14.543,1,0.0729,0.885,0.404,0.111,0.421,143.376,348383.0,4,2
+Primal Scream,Movin' on Up,63.0,0.523,0.76,5.0,-12.437,1,0.0325,0.103,0.00068,0.0666,0.581,94.267,228267.0,4,10
+Lil Son Jackson,Upstairs Boogie,35.0,0.593,0.438,10.0,-13.451,0,0.028,0.883,0.0167,0.317,0.758,130.225,136560.0,3,2
+Drake,Passionfruit,81.0,0.809,0.463,11.0,-11.377,1,0.0396,0.256,0.085,0.109,0.364,111.98,4.98235,4,9
+Abstract Orchestra,New Day,45.0,0.748,0.411,8.0,-6.06,0,0.0489,0.0532,0.0117,0.115,0.339,91.941,145052.0,4,5
+Luther Allison,Soul Fixin' Man,13.0,0.529,0.595,2.0,-13.696,1,0.0375,0.0227,0.0266,0.0326,0.767,134.642,187827.0,4,2
+Elena Falwell,Elegi For Cello,41.0,0.167,0.148,,-19.539,1,0.0347,0.955,0.897,0.111,0.04,76.412,2.7204,3,7
+Sharon Van Etten,Comeback Kid,51.0,0.543,0.927,,-5.209,1,0.0755,0.000342,0.543,0.0327,0.354,120.097,182333.0,4,10
+beabadoobee,"Don’t You (Forget About Me) - live from Abbey Road Studios, London",41.0,0.644,0.891,2.0,-5.147,1,0.0526,0.00111,0.00798,0.118,0.504,110.007,239488.0,4,10
+R.E.M.,Drive,62.0,0.467,0.432,7.0,-11.753,1,0.0283,0.175,0.001,0.226,0.238,142.642,271333.0,4,10
+FCG Heem,Shinin,44.0,0.514,0.387,6.0,-11.51,0,0.409,0.0753,,0.0485,0.461,84.112,186812.0,4,5
+The Beatles,She's Leaving Home - Remastered,,0.381,0.214,4.0,-11.629,1,0.0337,0.944,,0.106,0.393,127.581,3.586,3,0
+Tom The Mail Man,Taking Over,60.0,0.762,0.516,5.0,-8.016,0,0.0969,0.0288,,0.0966,0.721,156.97,158000.0,4,5
+ANSON,Ghost,28.0,0.357,0.943,4.0,-6.168,0,0.101,0.000547,,0.145,0.482,147.217,209682.0,4,10
+Jimmy Eat World,All The Way (Stay),38.0,0.576,0.931,7.0,-2.491,1,0.0563,0.00085,,0.143,0.735,133.986,245747.0,4,10
+dempsey hope,picture perfect,3.0,0.61,0.482,5.0,-9.137,1,0.137,0.299,,0.0527,0.869,73.628,147013.0,4,9
+Howie Lee,Birdy Island,24.0,0.491,0.504,4.0,-13.581,0,0.0566,0.625,0.794,0.222,0.145,159.911,258771.0,4,6
+Pit Pony,Dutch Courage,25.0,0.117,0.916,1.0,-3.281,1,0.0723,1.39e-05,0.0992,0.219,0.423,151.886,270205.0,4,1
+Niko B,Who's That What's That,63.0,0.86,0.668,7.0,-8.512,1,0.221,0.423,1.85e-06,0.096,0.237,128.096,240000.0,4,9
+Ruthi Navon,חשמל בכפות ידיך,22.0,0.766,0.526,10.0,-11.819,1,0.0392,0.784,0.000214,0.0879,0.934,141.631,238000.0,4,10
+Dan + Shay,Good Things,71.0,0.529,0.621,11.0,-6.018,1,0.0296,0.13,,0.173,0.617,97.189,2.48178333,4,9
+Gossip,Standing In the Way of Control,55.0,0.697,0.919,7.0,-6.174,1,0.029,0.00694,0.0621,0.203,0.943,118.341,256400.0,4,6
+Gone Is Gone,Breaks,28.0,0.407,0.932,11.0,-6.252,1,0.113,0.00363,0.346,0.229,0.173,102.954,235214.0,4,8
+Violent Soho,Covered in Chrome,55.0,0.564,0.753,5.0,-5.223,1,0.0433,0.00512,2.43e-06,0.167,0.414,152.064,212547.0,4,10
+Mr. Oizo,Positif,44.0,0.744,0.928,10.0,-5.628,0,0.0495,0.000409,0.624,0.132,0.507,123.014,171120.0,4,6
+Cage The Elephant,Skin and Bones,65.0,0.539,0.788,9.0,-3.227,0,0.0396,0.0089,,0.29,0.357,159.986,196173.0,4,10
+Carusella,Star Quality,11.0,0.431,0.967,1.0,-4.555,1,0.114,0.00159,0.0064,0.142,0.179,146.623,269440.0,4,6
+Faith No More,Falling to Pieces,,0.545,0.919,2.0,-7.679,1,0.0483,0.00269,0.00512,0.0978,0.386,104.364,313573.0,4,10
+FLO,D's,66.0,0.266,0.294,7.0,-11.938,0,0.0291,0.771,0.697,0.107,0.0397,137.941,811077.0,3,9
+Pathiena,The Deepest Of Sorrow,40.0,0.645,0.329,2.0,-16.642,1,0.0419,0.239,0.892,0.375,0.184,128.099,3.545833333,4,0
+The Offspring,Coming for You,59.0,0.508,0.912,,-1.798,1,0.0827,9.75e-05,1.25e-06,0.0669,0.533,139.381,228587.0,4,10
+Pain of Salvation,Meaningless,42.0,0.579,0.661,7.0,-4.011,1,0.0422,0.0675,0.000373,0.303,0.374,144.909,287467.0,3,10
+Lenny Kravitz,Stand By My Woman,,0.521,0.527,2.0,-6.371,1,0.0296,0.0931,0.0244,0.106,0.273,122.271,259627.0,4,10
+Black Sabbath,Paranoid,16.0,0.426,0.619,4.0,-11.501,0,0.0722,8.44e-05,0.00239,0.17,0.382,162.721,2.80733333,4,10
+The Dark Element,Songs the Night Sings,47.0,0.449,0.854,3.0,-8.261,1,0.0431,4.62e-05,0.016,0.246,0.408,152.142,309827.0,4,8
+Henry Gray,Let's Get High,19.0,0.698,0.609,,-6.993,1,0.0485,0.743,,0.188,0.665,131.057,232413.0,4,2
+Eyal Golan,טעיתי,38.0,0.54,0.425,5.0,-9.577,0,0.0518,0.428,,0.218,0.239,88.047,220543.0,4,9
+Noah Kahan,Young Blood - Acoustic,59.0,0.691,0.231,11.0,-10.512,1,0.0471,0.815,,0.103,0.298,85.153,3.34355,4,0
+The First Edition,Just Dropped In (To See What Condition My Condition Was In),57.0,0.58,0.551,9.0,-9.898,0,0.0582,0.181,0.00719,0.15,0.516,115.896,201213.0,4,10
+Alka Yagnik,Aaye Ho Meri Zindagi Mein - Female Version,42.0,0.565,0.754,8.0,-11.636,0,0.0344,0.678,0.0442,0.0756,0.922,135.01,6.05555,3,3
+Bryan Adams,I Think About You,43.0,0.616,0.551,7.0,-7.27,1,0.0249,0.155,,0.099,0.618,75.027,216373.0,4,10
+The Shins,Simple Song,62.0,0.546,0.878,7.0,-5.137,1,0.0525,0.0133,,0.135,0.35,119.945,255400.0,4,1
+benny blanco,Care (with Omar Apollo),50.0,0.618,0.215,2.0,-12.8,1,0.04,0.759,0.00962,0.109,0.214,90.004,290466.0,4,1
+The 1975,She's American,57.0,0.639,0.859,1.0,-3.923,1,0.0554,0.18,0.000499,0.0798,0.523,115.97,270104.0,4,10
+Winger,Seventeen,60.0,0.577,0.676,8.0,-11.931,1,0.0295,0.000895,2.29e-06,0.0625,0.676,95.98,245267.0,4,8
+Townes Van Zandt,Waitin' Around To Die,52.0,0.551,0.233,6.0,-18.251,0,0.0312,0.71,0.000949,0.11,0.659,89.574,165187.0,4,6
+Piers Faccini,Bring Down The Wall,28.0,0.454,0.387,2.0,-10.159,0,0.0417,0.406,0.00099,0.0783,0.686,97.995,205533.0,4,10
+Athletic Progression,Stepney Tale,37.0,0.632,0.8,5.0,-7.227,0,0.234,0.547,,0.147,0.496,92.757,209833.0,4,5
+Thirty Seconds To Mars,Dangerous Night,56.0,0.295,0.715,2.0,-6.533,1,0.0709,0.00212,1.55e-06,0.242,0.242,86.937,199773.0,4,10
+Pete Rock & C.L. Smooth,Straighten It Out,50.0,0.77,0.656,10.0,-11.169,0,0.246,0.11,,0.0793,0.788,98.82,253413.0,4,5
+Peter Case,Bumble Bee,45.0,0.717,0.245,7.0,-10.908,0,0.0493,0.665,0.000119,0.385,0.502,83.554,214933.0,4,2
+Menahan Street Band,Queens Highway,50.0,0.778,0.399,1.0,-8.984,1,0.0858,0.0751,0.835,0.103,0.321,137.305,67720.0,4,1
+Butcher Babies,Sleeping with the Enemy,48.0,0.438,0.951,7.0,-5.192,0,0.0736,4.63e-05,0.233,0.351,0.461,165.088,212927.0,4,8
+MICROCORPS,DOR,10.0,0.451,0.776,3.0,-11.756,0,0.0587,0.0518,0.703,0.11,0.609,177.953,331304.0,4,6
+Sarah Palu,Ikivirta,38.0,0.617,0.375,5.0,-11.889,0,0.0319,0.742,0.513,0.109,0.117,151.983,387547.0,4,1
+Saltatio Mortis,Kaufmann und Maid,54.0,0.565,0.768,2.0,-5.332,0,0.0382,0.0277,,0.0725,0.58,124.006,223907.0,4,8
+JADHU,Fling,32.0,0.62,0.835,9.0,-6.711,0,0.0319,0.273,0.00339,0.113,0.699,99.022,225072.0,4,9
+Bring Me The Horizon,Parasite Eve,69.0,0.589,0.797,9.0,-5.464,1,0.15,0.0289,4.35e-06,0.383,0.232,102.489,291813.0,4,10
+Frost*,Day and Age - Edit,38.0,0.443,0.858,8.0,-6.935,1,0.0378,0.000843,0.00243,0.18,0.34,169.951,301533.0,4,8
+Toto Espinoza,Frida Kahlo,41.0,0.605,0.162,4.0,-12.932,0,0.0353,0.98,0.899,0.104,0.126,95.576,5.735216667,3,7
+T-Bone Walker,Evil Hearted Woman - Alternate Take,30.0,0.624,0.26,1.0,-11.64,1,0.0621,0.904,0.0263,0.0825,0.551,51.0,156933.0,4,2
+K. J. Yesudas,Do Din Ki Jawani - Adalat / Soundtrack Version,7.0,0.513,0.658,6.0,-7.185,0,0.0622,0.512,,0.21,0.698,145.896,3.181333333,4,3
+Jimi Hendrix,Purple Haze,71.0,0.533,0.905,2.0,-5.27,1,0.0754,0.00876,0.578,0.0698,0.486,108.9,2.84688333,4,10
+Eskiz,Aborjinin Türküsü,21.0,0.588,0.747,7.0,-6.064,1,0.0498,0.116,7.2e-05,0.244,0.263,138.067,249000.0,4,10
+Lowest Creature,Reapers Fool,23.0,0.487,0.975,11.0,-4.974,1,0.105,7.47e-05,0.0183,0.201,0.526,139.964,202019.0,4,8
+Tomer Yeshayahu,בלי לעזוב,30.0,0.621,0.375,5.0,-11.8,1,0.0297,0.701,1.2e-06,0.122,0.508,132.611,219625.0,4,9
+Neon Trees,Animal,66.0,0.482,0.829,5.0,-5.576,1,0.0437,0.00034,,0.378,0.739,147.99,212307.0,4,10
+JJ Lin,Bedroom (feat. Anne-Marie),69.0,0.369,0.424,7.0,-5.431,1,0.0318,0.64,,0.184,0.181,179.597,203991.0,4,9
+Foreign Air,Monsters,50.0,0.552,0.673,9.0,-4.9,0,0.0298,0.00553,,0.114,0.174,89.993,224053.0,4,6
+S. P. Balasubrahmanyam,Mere Rang Mein Rangne Wali,34.0,0.548,0.347,7.0,-14.7,0,0.0362,0.771,0.00175,0.124,0.498,117.75,6.90355,4,3
+Scary Kids Scaring Kids,Holding On,49.0,0.421,0.935,8.0,-5.153,0,0.0697,0.000442,0.000212,0.1,0.455,165.02,261240.0,4,10
+Lawrence of Arcadia,David Keenan,30.0,0.524,0.336,2.0,-8.034,1,0.0415,0.841,0.00118,0.111,0.458,110.964,4.757883333,5,0
+Nirvana,In Bloom,65.0,0.436,0.876,10.0,-4.902,0,0.0647,3.33e-05,0.000104,0.205,0.512,157.044,255080.0,4,1
+Berry Sakharof,77' - Acoustic Live,17.0,0.5,0.47,,-7.996,1,0.0345,0.642,0.0511,0.276,0.346,158.809,268400.0,4,10
+Breezie 311,Shots In The Dark,32.0,0.705,0.756,9.0,-5.274,0,0.0415,0.00477,,0.0892,0.846,129.98,141875.0,4,10
+Ghali,Combo (feat. Mr Eazi),41.0,0.825,0.781,9.0,-4.732,0,0.107,0.0833,3.55e-05,0.26,0.812,100.013,176012.0,4,9
+Gwar,Sick of You,48.0,0.657,0.535,1.0,-9.715,1,0.047,0.000329,0.000492,0.318,0.738,132.257,188830.0,4,8
+Downset,Empower,42.0,0.58,0.93,1.0,-5.719,1,0.12,0.0128,,0.102,0.534,97.917,144267.0,4,8
+Blue Material,Blue Blood,37.0,0.621,0.602,9.0,-7.796,0,0.0279,0.000316,0.853,0.134,0.609,116.011,230152.0,4,6
+Sempra,B Mine?,19.0,0.754,0.92,3.0,-4.484,0,0.05,0.183,0.689,0.187,0.966,147.998,266133.0,4,1
+Malcolm McLaren,Buffalo Gals,41.0,0.881,0.636,4.0,-13.617,0,0.156,0.0257,0.000257,0.207,0.616,108.863,259427.0,4,5
+Arcade Fire,Ready to Start,58.0,0.282,0.932,9.0,-4.701,1,0.0387,0.12,0.0335,0.0692,0.536,190.08,255893.0,4,10
+Bad Nerves,Dreaming,32.0,0.449,0.958,6.0,-6.602,0,0.123,5.33e-06,0.000116,0.148,0.389,107.458,129373.0,4,6
+3 Doors Down,Your Arms Feel Like home,37.0,0.548,0.709,9.0,-6.557,0,0.0273,0.00678,3.82e-06,0.104,0.191,119.998,224213.0,4,10
+ARXX,Deep,33.0,0.65,0.6,9.0,-10.615,0,0.04,0.0278,0.00121,0.811,0.795,110.016,180203.0,4,10
+Crown Lands,Howlin' Back Again,39.0,0.494,0.969,6.0,-2.694,1,0.222,0.172,0.00158,0.148,0.165,121.214,169808.0,4,10
+The Undercover Dream Lovers,Get to You,42.0,0.761,0.707,5.0,-6.208,0,0.0356,0.68,0.421,0.0969,0.893,113.976,208421.0,4,6
+A Scent Like Wolves,Telephone,39.0,0.553,0.939,3.0,-4.04,0,0.0795,0.000833,0.000181,0.404,0.369,124.984,198840.0,4,8
+Idan Rafael Haviv,שלמים,55.0,0.417,0.355,,-12.372,1,0.0599,0.847,4.18e-05,0.113,0.0914,86.078,221025.0,4,9
+Otis Junior,When It's Sweet,30.0,0.824,0.489,9.0,-5.669,0,0.0692,0.302,,0.0887,0.771,86.815,160250.0,4,1
+Madhav Gopi Nair,Mukti,17.0,0.349,0.336,4.0,-11.111,1,0.0292,0.723,0.913,0.154,0.062,112.966,111765.0,5,6
+The Sequence,Funk You Up - 12'' Version,24.0,0.921,0.768,,-5.735,1,0.311,0.507,0.000738,0.053,0.775,103.713,652320.0,4,5
+Advaita,Ghir Ghir,33.0,0.601,0.728,4.0,-10.469,1,0.0436,0.378,0.726,0.368,0.862,137.99,5.09355,3,0
+John Campbell,Devil in My Closet,30.0,0.353,0.495,8.0,-11.503,1,0.0344,0.000119,0.0119,0.13,0.567,81.018,360600.0,4,2
+Dan + Shay,Glad You Exist,79.0,0.748,0.551,11.0,-6.12,1,0.0349,0.235,,0.119,0.66,103.953,2.408883333,4,4
+Gymshorts,Gotta Get Away,23.0,0.15,0.843,9.0,-8.369,1,0.0439,0.000127,0.502,0.665,0.729,180.034,145932.0,4,1
+Liz Phair,Fuck and Run,47.0,0.774,0.64,2.0,-7.949,1,0.0333,0.743,0.0316,0.088,0.947,136.226,187933.0,4,1
+Stephen Taranto,Pixel Heart: Verdant,28.0,0.373,0.964,11.0,-7.925,0,0.0798,0.000152,0.791,0.109,0.207,83.958,312363.0,4,8
+Deep Purple,Gettin' Tighter,43.0,0.42,0.831,7.0,-9.069,1,0.0754,0.00028,0.0711,0.153,0.752,120.867,218173.0,4,10
+Loyle Carner,Yesterday,60.0,0.428,0.98,11.0,-2.975,0,0.443,0.0734,,0.127,0.423,92.035,168654.0,4,5
+Nickelback,Rockstar,70.0,0.616,0.91,,-3.004,1,0.0386,0.0459,,0.343,0.693,144.072,252040.0,4,10
+Post Malone,Motley Crew,90.0,0.797,0.631,3.0,-3.818,0,0.0786,0.0904,3.71e-06,0.0998,0.288,129.915,3.07021667,4,9
+Yehudit Ravitz,רחבת הריקודים,20.0,0.418,0.761,9.0,-8.285,1,0.0557,0.295,1.37e-06,0.36,0.467,152.472,298693.0,4,10
+Olivia Rodrigo,good 4 u,99.0,0.563,0.664,9.0,-5.044,1,0.154,0.335,,0.0849,0.688,166.928,2.96911667,4,9
+Rema,Bounce,59.0,0.463,0.847,11.0,-6.776,0,0.0511,0.0307,,0.117,0.625,114.962,187783.0,4,9
+Charlie Puth,Cheating on You,75.0,0.749,0.535,4.0,-6.785,1,0.0336,0.0131,3.65e-05,0.0982,0.601,123.042,196607.0,4,9
+Ravid Plotnik,נענע,46.0,0.709,0.337,7.0,-13.14,1,0.106,0.447,0.000162,0.846,0.387,68.0,320333.0,4,5
+Ulver,Little Boy,33.0,0.283,0.41,4.0,-14.35,1,0.0423,0.00106,0.287,0.109,0.0612,91.127,323430.0,4,10
+Alien Ant Farm,Smooth Criminal,75.0,0.653,0.964,9.0,-4.261,0,0.0582,0.00316,0.00512,0.144,0.87,126.928,209267.0,4,9
+Live,Selling The Drama,57.0,0.45,0.914,6.0,-6.741,1,0.0647,0.0106,8.18e-05,0.101,0.336,124.42,208293.0,4,10
+Something Corporate,Punk Rock Princess,51.0,0.522,0.881,7.0,-5.231,1,0.0847,0.00303,0.000147,0.0939,0.369,130.084,232200.0,4,10
+Buzzcocks,Ever Fallen in Love (With Someone You Shouldn't've)?,64.0,0.266,0.831,4.0,-9.07,1,0.0453,0.000862,,0.0555,0.778,175.514,163693.0,4,10
+Enamour,Dragonfly,32.0,0.754,0.795,7.0,-9.793,0,0.0384,0.0186,0.906,0.0852,0.21,122.007,259606.0,4,9
+mehro,chance with you,52.0,0.562,0.494,4.0,-8.13,0,0.0278,0.864,0.0259,0.153,0.383,144.104,215516.0,4,9
+Christian Löffler,Pastoral,55.0,0.163,0.191,10.0,-20.924,1,0.0365,0.937,0.959,0.0961,0.0335,105.104,220630.0,3,1
+Mark Ronson,Uptown Funk (feat. Bruno Mars) - Radio Edit,48.0,0.823,0.66,,-4.698,1,0.103,0.00681,2.7e-05,0.269,0.956,114.489,228493.0,4,9
+Rosie Flores,Simple Case of the Blues,38.0,0.65,0.63,11.0,-6.787,0,0.04,0.278,8.55e-05,0.119,0.74,107.69,218747.0,4,2
+Ayron Jones,Take Me Away,57.0,0.475,0.844,1.0,-4.448,0,0.0622,0.00012,0.111,0.221,0.554,156.136,246933.0,4,10
+Dream Drop,Reckless Demon Youth,35.0,0.375,0.927,6.0,-5.385,0,0.123,0.000111,8.99e-06,0.193,0.414,183.998,183040.0,4,8
+Langston Hughes,I Have Known Rivers,10.0,0.713,0.146,3.0,-14.163,1,0.54,0.784,,0.212,0.474,89.267,66490.0,5,5
+Abby Wolfe,Take It Slow,40.0,0.676,0.537,10.0,-7.974,1,0.0333,0.51,,0.0898,0.388,88.001,181569.0,4,9
+Eagles,Life in the Fast Lane - 2013 Remaster,72.0,0.667,0.755,9.0,-7.246,1,0.069,0.0966,6.94e-05,0.0523,0.883,109.535,4.77033333,4,10
+Die Apokalyptischen Reiter,Tiki,34.0,0.408,0.943,,-5.247,1,0.129,0.0058,0.642,0.343,0.16,98.089,152252.0,4,8
+Icon of Sin,Virtual Empire,33.0,0.494,0.958,4.0,-7.765,0,0.0511,0.0361,0.000226,0.387,0.313,145.055,352943.0,4,8
+Spirit Adrift,Supernaut,32.0,0.425,0.925,7.0,-6.246,1,0.105,2.22e-05,0.0723,0.0973,0.313,118.066,282978.0,4,8
+Shlomo Artzi,להציל אותך,29.0,0.605,0.772,1.0,-6.679,0,0.0262,0.298,1.96e-05,0.131,0.836,129.99,280360.0,4,10
+Eric B. & Rakim,Microphone Fiend,48.0,0.586,0.795,11.0,-8.71,1,0.258,0.354,,0.187,0.694,94.101,314600.0,4,5
+"Kayla Nicole, Taylor Girlz",Bundles (feat. Taylor Girlz),78.0,0.939,0.682,11.0,-5.931,1,0.306,0.00152,,0.0552,0.584,130.022,2.5801,4,9
+The Rapture,How Deep Is Your Love?,52.0,0.472,0.826,9.0,-3.938,0,0.0594,0.000617,0.000713,0.187,0.132,122.326,385920.0,4,10
+A Day To Remember,All I Want,64.0,0.349,0.981,2.0,-3.228,0,0.141,2.58e-05,,0.343,0.207,160.042,202640.0,4,10
+Morgan Evans,Love Is Real,58.0,0.645,0.732,3.0,-5.089,1,0.0453,0.00853,2.62e-05,0.198,0.708,95.02,2.716216667,4,4
+Habalyanim,שוביניסט,15.0,0.522,0.769,10.0,-5.841,0,0.191,0.104,0.000114,0.0643,0.793,189.803,240307.0,4,10
+Wilco,Random Name Generator,39.0,0.621,0.962,2.0,-6.469,1,0.0454,0.282,0.126,0.132,0.653,143.99,229489.0,4,6
+DOECHII,Yucky Blucky Fruitcake,71.0,0.597,0.617,8.0,-7.482,0,0.282,0.463,,0.66,0.889,97.923,4.592,4,9
+Gabi Shoshan,ילדה קטנה,27.0,0.688,0.544,7.0,-11.393,0,0.037,0.576,0.000231,0.0894,0.633,135.231,240693.0,4,10
+Brothers Osborne,I Don't Remember Me (Before You),61.0,0.614,0.614,4.0,-7.497,0,0.0314,0.104,3.59e-05,0.104,0.598,146.03,3.211333333,4,4
+Zero 9:36,Come Thru,51.0,0.613,0.86,4.0,-4.065,1,0.0425,0.0247,,0.438,0.638,93.042,177227.0,4,10
+Róisín O,Lose You to Love Me,47.0,0.349,0.0929,6.0,-15.315,1,0.0529,0.944,,0.0864,0.293,176.177,3.96591667,3,0
+DIIV,Skin Game,43.0,0.484,0.754,6.0,-6.326,0,0.0383,0.00011,0.806,0.123,0.399,124.971,265467.0,4,10
+The Swellers,The Best I Ever Had,49.0,0.359,0.983,2.0,-3.69,0,0.0864,9.09e-05,3.54e-05,0.335,0.486,193.042,239560.0,4,10
+Stalos & Oren Chen,זה לא עושה לי כלום,25.0,0.681,0.929,8.0,-4.071,1,0.0324,0.214,,0.0375,0.793,109.982,229933.0,4,9
+Emery,Walls,46.0,0.274,0.915,1.0,-5.259,0,0.167,0.0139,7.37e-05,0.161,0.419,169.161,203707.0,4,10
+Lionel Richie,Stuck On You - Live,22.0,0.439,0.682,4.0,-9.044,1,0.042,0.113,1.1e-05,0.973,0.345,142.113,4.33955,4,9
+Oren Barzilay,רק אותך,17.0,0.636,0.616,7.0,-9.267,1,0.0589,0.0521,5.14e-05,0.192,0.48,82.99,207030.0,4,10
+Foo Fighters,All My Life,73.0,0.577,0.604,5.0,-5.703,1,0.0495,0.000218,0.000579,0.477,0.637,167.719,263440.0,4,10
+Gucci Mane,Jumped Out the Whip (feat. A$AP Rocky),43.0,0.811,0.46,2.0,-5.924,1,0.351,0.0694,,0.13,0.4,141.937,216373.0,4,5
+"Luiz Bonfá, Panos Megarchiotis",Passeio No Rio - Arranged by Carlos Barbosa-Lima,40.0,0.571,0.158,2.0,-16.835,1,0.0779,0.964,0.919,0.108,0.308,114.315,3.068233333,4,7
+Concha Piquer,Ojos verdes,35.0,0.658,0.12,,-9.397,0,0.136,0.983,,0.101,0.278,104.208,198213.0,3,9
+Supergrass,"Tales of Endurance, Pt. 4, 5 & 6",53.0,0.282,0.648,9.0,-7.604,0,0.0291,0.012,0.401,0.216,0.117,91.536,331427.0,4,1
+The New Respects,Trouble,43.0,0.516,0.7,2.0,-5.621,1,0.0631,0.0182,,0.689,0.343,147.914,203187.0,4,10
+Hadag Nahash,רסיסים על החוף,27.0,0.631,0.547,4.0,-8.488,0,0.119,0.35,2.7e-05,0.113,0.719,164.988,204030.0,4,9
+Julia Jacklin,Pressure To Party,48.0,0.471,0.811,4.0,-3.956,1,0.0389,0.000125,4.08e-05,0.117,0.37,141.967,182307.0,4,6
+Little G Weevil,Apple Picker (Acoustic),37.0,0.692,0.102,,-11.721,1,0.061,0.818,0.00328,0.337,0.475,114.136,336863.0,4,2
+Lazy Queen,Self-care 101,17.0,0.415,0.774,1.0,-6.445,1,0.041,0.00403,,0.205,0.466,87.415,320522.0,4,10
+No Somos Marineros,Los Bajos Fondos,33.0,0.483,0.603,4.0,-9.907,1,0.0386,0.348,0.878,0.0911,0.0907,179.392,173107.0,3,10
+Ghost Town Blues Band,Tip of My Hat (Live),33.0,0.799,0.73,,-6.648,1,0.0414,0.29,9.74e-05,0.975,0.898,120.336,268650.0,4,2
+"Keethan, Pavitra Krishnan, Shravan Sridhar",Seher,34.0,0.315,0.565,11.0,-8.667,1,0.0369,0.65,0.671,0.107,0.0617,99.49,3.48,4,0
+Amaranthe,Archangel,60.0,0.407,0.967,,-7.104,1,0.0666,0.000316,0.00142,0.089,0.227,180.027,203373.0,4,8
+Acollective,Happiest of All Memorial Days,37.0,0.412,0.51,6.0,-8.276,0,0.0298,0.348,0.57,0.0787,0.23,147.904,281093.0,4,6
+No Memories of Tomorrow,Graeme James,8.0,0.579,0.304,2.0,-14.271,0,0.0301,0.751,0.0612,0.129,0.479,129.867,4.34655,4,0
+The All-American Rejects,"Swing, Swing",68.0,0.553,0.717,7.0,-5.857,1,0.0318,6.48e-05,0.128,0.0385,0.318,127.947,233267.0,4,9
+Nattali Rize,Indestructible,41.0,0.845,0.681,6.0,-4.693,0,0.111,0.265,,0.0519,0.654,86.001,183694.0,4,10
+Apoorva Krishna,Tinky Winky,13.0,0.293,0.877,7.0,-4.172,1,0.0486,0.0849,0.392,0.0787,0.87,171.47,317784.0,4,6
+Ronnie Robinson Trio,Pent-Up House,38.0,0.674,0.335,7.0,-13.903,1,0.0444,0.885,0.914,0.101,0.662,168.741,2.303233333,3,7
+Peled,אלפים,41.0,0.706,0.679,7.0,-5.392,0,0.0803,0.543,,0.371,0.5,113.038,195699.0,4,5
+Tay Money,Asthma Pump (with Flo Milli),65.0,0.908,0.663,1.0,-4.032,1,0.359,0.0163,,0.287,0.399,119.983,178973.0,4,5
+Allegaeon,Concerto in Dm,35.0,0.556,0.969,2.0,-3.778,1,0.0402,0.000119,0.829,0.378,0.325,103.994,441035.0,4,8
+Quami,Squeeze Me,17.0,0.694,0.907,9.0,-3.854,1,0.0458,0.0765,6.2e-05,0.13,0.573,114.98,290600.0,4,5
+Oasis,Whatever,56.0,0.247,0.913,7.0,-2.437,1,0.0388,0.0418,0.00839,0.257,0.34,91.157,382267.0,4,6
+Ghost Iris,Coda,43.0,0.489,0.994,1.0,-2.236,0,0.113,2.05e-05,0.00683,0.333,0.218,90.015,243000.0,4,8
+Slowdive,Alison,60.0,0.276,0.449,4.0,-11.428,1,0.0375,0.00782,0.783,0.108,0.278,101.687,230987.0,4,6
+Billie Eilish,I Didn't Change My Number,77.0,0.849,0.48,9.0,-5.835,1,0.226,0.612,0.269,0.295,0.677,142.021,2.64105,4,9
+Garbage,Wolves - Edit,18.0,0.484,0.956,5.0,-6.388,0,0.0357,2.59e-05,0.705,0.257,0.643,145.004,219541.0,4,10
+Britney Spears,Liar,40.0,0.59,0.776,6.0,-5.272,0,0.0705,0.00705,1.69e-05,0.414,0.81,159.946,3.276883333,4,9
+Ruff Sqwad,Functions On the Low,37.0,0.737,0.649,8.0,-7.709,0,0.142,0.816,0.147,0.201,0.579,139.961,282067.0,4,5
+Shlomo Artzi,שינויי מזג האוויר,32.0,0.543,0.606,6.0,-10.46,0,0.0361,0.312,,0.374,0.833,86.537,340680.0,4,10
+Manal,Casa Con Diez Pinos,34.0,0.528,0.563,2.0,-6.975,1,0.041,0.706,0.0155,0.149,0.652,168.403,254467.0,3,2
+The Black Keys,Little Black Submarines,67.0,0.365,0.466,2.0,-7.514,1,0.0418,0.161,6.68e-06,0.106,0.487,95.163,251267.0,4,10
+Noah Cyrus,July,83.0,0.708,0.186,9.0,-8.953,0,0.042,0.868,,0.0779,0.322,72.541,156106.0,4,9
+Tomberlin,Wasted,55.0,0.765,0.563,4.0,-9.765,1,0.0397,0.422,0.122,0.142,0.703,93.073,149423.0,4,6
+The Yardbirds,Over Under Sideways Down - The Mono Album,46.0,0.529,0.861,11.0,-10.581,1,0.0784,0.292,0.225,0.314,0.387,96.52,142507.0,4,6
+Wolfmother,Woman,60.0,0.191,0.948,9.0,-3.496,0,0.217,2.78e-05,0.0864,0.0945,0.215,150.753,175667.0,4,10
+Led Zeppelin,No Quarter - Remaster,56.0,0.339,0.34,11.0,-14.377,1,0.0385,0.657,0.459,0.375,0.117,142.362,419133.0,4,10
+Hollow Front,Falling Apart,48.0,0.534,0.979,9.0,-3.645,0,0.0987,0.00292,,0.256,0.236,119.993,244000.0,4,10
+San Holo,"you’ve changed, i’ve changed",,0.416,0.623,5.0,-7.898,1,0.045,0.121,0.00225,0.27,0.194,130.175,311625.0,4,6
+The Beatles,I Want To Hold Your Hand - Remastered 2015,72.0,0.49,0.715,7.0,-5.549,1,0.0476,0.386,,0.311,0.866,130.726,145747.0,4,10
+Beloved,Only Our Faces Hide,30.0,0.361,0.954,2.0,-4.097,1,0.0575,2e-05,0.223,0.309,0.176,172.944,232853.0,4,10
+The Cult,She Sells Sanctuary,69.0,0.55,0.765,7.0,-8.684,1,0.0287,4.76e-06,0.873,0.132,0.419,139.46,252533.0,4,10
+Carach Angren,Franckensteina Strataemontanus,39.0,0.57,0.916,8.0,-6.899,1,0.043,0.00439,0.138,0.135,0.359,100.041,183008.0,4,8
+Damien,To The Moon,49.0,0.375,0.0412,,-21.749,1,0.0444,0.995,0.96,0.107,0.127,100.74,171000.0,4,5
+Fleshkiller,Parallel Kingdom,20.0,0.45,0.977,1.0,-4.172,1,0.122,4.26e-06,0.532,0.414,0.256,130.009,266222.0,3,8
+Robert Counts,What Do I Know (feat. HARDY),52.0,0.533,0.589,,-6.14,1,0.0299,0.0405,,0.111,0.351,140.049,208418.0,4,10
+Edgar Winter's White Trash,Keep Playin' That Rock 'n' Roll,16.0,0.695,0.864,9.0,-9.509,1,0.0344,0.0935,,0.222,0.962,129.613,224707.0,4,2
+Drake,What’s Next,87.0,0.781,0.594,,-6.959,0,0.0485,0.0136,,0.162,0.0628,129.895,178154.0,4,5
+Julia Kent,Carapace,31.0,0.479,0.325,4.0,-14.01,0,0.0333,0.161,0.752,0.104,0.222,132.046,211216.0,4,1
+Michael Chapman,The Man Who Hated Mornings,33.0,0.551,0.58,,-8.581,1,0.0363,0.493,0.0559,0.213,0.473,63.321,247224.0,4,2
+"Arthur ""Big Boy"" Crudup",My Mama Don't Allow Me,30.0,0.621,0.118,2.0,-14.222,1,0.0393,0.993,0.000878,0.12,0.474,93.082,190041.0,4,2
+Big Brother & The Holding Company,Piece of My Heart,69.0,0.443,0.727,4.0,-7.951,1,0.145,0.263,0.000141,0.169,0.566,160.82,253333.0,4,10
+Timothy Kay Band,I'll Know,51.0,0.445,0.159,,-14.159,1,0.0419,0.924,0.865,0.113,0.155,68.868,5.01885,4,7
+Cody Johnson,Sad Songs and Waltzes (with Willie Nelson),54.0,0.546,0.351,11.0,-8.279,1,0.0271,0.701,3.14e-06,0.0997,0.283,105.79,211867.0,3,1
+Britney Spears,Just Like Me,,0.753,0.591,9.0,-7.091,0,0.045,0.0741,1.87e-05,0.108,0.563,101.941,2.742216667,4,9
+The Weeknd,Save Your Tears,93.0,0.68,0.826,,-5.487,1,0.0309,0.0212,1.24e-05,0.543,0.644,118.051,215627.0,4,9
+SOJA,Something To Believe In,35.0,0.812,0.645,,-5.044,1,0.0377,0.499,,0.0793,0.724,139.974,209824.0,4,10
+Best Friends Club,Evil Containment Wave (Part II),20.0,0.814,0.569,9.0,-13.422,0,0.0796,0.554,0.821,0.132,0.514,120.005,250000.0,4,9
+Van Halen,Hot For Teacher,69.0,0.552,0.947,2.0,-4.671,1,0.15,0.000652,0.00025,0.0637,0.465,127.631,282747.0,4,10
+Johnny Adams,It Ain't The Same Thing,12.0,0.916,0.537,9.0,-9.303,0,0.0358,0.241,0.000685,0.0549,0.908,106.951,252907.0,4,2
+Olivia Lunny,Sad To See You Happy,56.0,0.643,0.648,8.0,-5.734,1,0.0428,0.0139,,0.162,0.552,139.997,174921.0,4,9
+Rand Aldo,Desert Parade,42.0,0.211,0.109,,-18.827,1,0.0371,0.882,0.937,0.0965,0.144,106.225,3.14015,4,7
+Merle Haggard,It's Not Love (But It's Not Bad),35.0,0.659,0.281,7.0,-13.564,1,0.0268,0.189,,0.112,0.518,108.287,3.35645,4,4
+"Blxst, Tyga, Ty Dolla $ign",Chosen (feat. Ty Dolla $ign),82.0,0.571,0.767,2.0,-5.16,1,0.287,0.336,,0.0809,0.605,93.421,2.69473333,4,9
+MOSSS,Here If You Want (Pale Blue),54.0,0.761,0.6,7.0,-7.348,1,0.0765,0.269,0.864,0.108,0.557,96.015,199036.0,4,6
+The Sounds,Painted By Numbers,47.0,0.475,0.807,3.0,-3.959,0,0.0332,0.0136,6.74e-05,0.109,0.731,145.179,200000.0,4,10
+The Lumineers,Ho Hey,75.0,0.682,0.471,,-9.182,1,0.0301,0.765,,0.0908,0.421,79.907,163133.0,4,9
+Charlotte Day Wilson,Take Care of You (feat. Syd),63.0,0.683,0.486,4.0,-9.726,0,0.11,0.822,0.0227,0.276,0.279,126.985,213071.0,4,6
+Lower Than Atlantis,Had Enough,45.0,0.561,0.823,2.0,-4.851,1,0.097,0.0029,0.00017,0.492,0.525,93.504,200760.0,4,1
+Jeris Johnson,One Night,54.0,0.625,0.778,1.0,-7.207,1,0.0642,0.00921,,0.103,0.961,160.039,163492.0,4,1
+Andi,Over,65.0,0.522,0.531,10.0,-6.459,0,0.215,0.093,,0.43,0.149,94.225,153244.0,4,9
+Elton John,"Rocket Man (I Think It's Going To Be A Long, Long Time)",80.0,0.601,0.532,10.0,-9.119,1,0.0286,0.432,6.25e-06,0.0925,0.341,136.571,4.69355,4,10
+The Ben Webster Quintet,Makin' Whoopee,40.0,0.529,0.0582,8.0,-19.131,1,0.0617,0.883,0.125,0.116,0.357,93.486,4.53155,4,7
+The Allergies,Get Yourself Some,30.0,0.731,0.647,5.0,-7.937,0,0.0355,0.00487,,0.34,0.879,108.017,180707.0,4,2
+Kings of Leon,Echoing,58.0,0.293,0.778,,-5.581,1,0.034,0.0147,0.227,0.102,0.24,147.882,217347.0,4,10
+Shubha Mudgal,Awakning Main Sutti,1.0,0.276,0.659,6.0,-6.642,0,0.0352,0.00219,4.4e-05,0.146,0.309,81.611,6.236083333,4,0
+Galleons,Playing With Fire is Such a Cliché,42.0,0.471,0.925,7.0,-4.633,1,0.0598,0.000254,2.65e-05,0.356,0.0768,100.012,303000.0,4,8
+Zara Larsson,Morning,34.0,0.619,0.631,11.0,-6.018,1,0.104,0.131,1.18e-06,0.246,0.772,106.309,175305.0,4,9
+A. K. Paul,Be Honest,38.0,0.806,0.197,,-12.945,1,0.207,0.252,2.35e-06,0.0835,0.337,124.005,237027.0,4,6
+Marilyn Manson,Third Day Of A Seven Day Binge,49.0,0.607,0.938,,-3.072,1,0.0487,0.00228,0.000709,0.149,0.65,110.014,266702.0,4,8
+Hadag Nahash,סע!,40.0,0.83,0.819,1.0,-4.78,0,0.0686,0.00741,5.45e-06,0.134,0.846,113.002,228117.0,4,5
+Tori Harper,After Dark,46.0,0.647,0.512,11.0,-8.479,1,0.0381,0.856,,0.134,0.0716,111.957,4.13833333,4,0
+Saint Sister,Causing Trouble - Kormac Remix,50.0,0.306,0.54,5.0,-7.196,1,0.0414,0.625,0.00454,0.152,0.147,75.382,227707.0,4,1
+ISLAND,Do You Remember The Times,28.0,0.572,0.949,9.0,-3.498,1,0.0362,0.14,7.44e-05,0.0705,0.607,138.013,224840.0,4,1
+Don Henley,Sunset Grill,48.0,0.557,0.577,8.0,-12.175,1,0.027,0.0796,2.31e-05,0.0604,0.445,91.877,379000.0,4,10
+"Mukesh, Lata Mangeshkar",Aa Ab Laut Chalen,23.0,0.293,0.567,9.0,-7.705,0,0.0394,0.872,0.00212,0.44,0.669,146.359,4.381783333,4,3
+Ron Gallo,Kill the Medicine Man,32.0,0.41,0.823,9.0,-6.237,1,0.0655,0.0554,0.000215,0.154,0.284,90.471,153717.0,4,1
+Thieves Like Us,Drugs in My Body,45.0,0.689,0.657,2.0,-10.419,0,0.0449,0.00843,0.459,0.15,0.802,116.872,216600.0,4,6
+Dermot Kennedy,Shelter,,0.368,0.274,1.0,-14.878,1,0.0413,0.956,0.0112,0.0658,0.0459,84.549,4.5,4,0
+"Car, the garden",A Kid From Bathroom,23.0,0.616,0.754,5.0,-3.887,0,0.0404,0.324,0.00049,0.0897,0.484,113.959,163875.0,4,10
+Sense Field,Dreams,23.0,0.505,0.659,3.0,-12.146,1,0.0256,0.0321,0.00986,0.116,0.461,101.53,262600.0,1,10
+Television,Venus,47.0,0.55,0.631,,-11.493,1,0.0385,0.000898,0.18,0.0503,0.908,114.553,229027.0,4,1
+"Earth, Wind & Fire",September,80.0,0.697,0.832,9.0,-7.264,1,0.0298,0.168,0.00131,0.269,0.979,125.926,215093.0,4,10
+The Foxies,Screws,38.0,0.576,0.829,,-4.323,0,0.0593,0.00265,0.00515,0.304,0.652,167.99,165323.0,4,10
+AJ Tracey,Kukoč (feat. NAV),68.0,0.741,0.851,9.0,-6.03,0,0.0672,0.207,,0.296,0.84,141.987,195000.0,4,5
+Type O Negative,Cinnamon Girl,45.0,0.484,0.913,1.0,-5.942,1,0.045,0.13,0.78,0.0992,0.465,99.052,248333.0,4,8
+Avril Lavigne,Head Above Water,69.0,0.578,0.694,5.0,-5.351,1,0.0706,0.0112,,0.102,0.268,129.921,220850.0,4,9
+Tempa T,Next Hype - Instrumental,19.0,0.869,0.761,8.0,-6.449,1,0.105,0.0016,0.829,0.0736,0.281,139.973,239640.0,4,5
+Viscera,Lamb to the Slaughter,33.0,0.423,0.958,7.0,-5.251,0,0.188,2.46e-05,0.127,0.388,0.174,119.967,230500.0,4,8
+Skating Polly,Hollywood Factory,30.0,0.605,0.722,11.0,-5.852,1,0.0517,0.47,0.000461,0.104,0.961,124.711,175053.0,4,1
+"Samuel Lindon, Ensemble Cordes De La Mer",La Tour - Orchestral Version,44.0,0.179,0.059,2.0,-18.992,0,0.0387,0.985,0.951,0.101,0.0845,74.702,2.320266667,4,7
+Black Pumas,Colors,66.0,0.546,0.696,4.0,-6.537,1,0.0335,0.0887,1.84e-05,0.195,0.596,89.882,246587.0,4,10
+The Jesus and Mary Chain,April Skies,54.0,0.545,0.717,3.0,-6.869,1,0.036,0.00417,0.406,0.136,0.589,118.515,239621.0,4,10
+Charlie Feathers,One Hand Loose,31.0,0.661,0.762,4.0,-9.581,1,0.038,0.792,3.38e-05,0.121,0.911,89.292,144480.0,4,10
+Chicocurlyhead,Modelo,47.0,0.594,0.666,3.0,-5.237,0,0.211,0.565,,0.0891,0.507,81.75,160244.0,4,5
+Westlife,If Your Heart's Not In It,,0.533,0.565,,-7.092,1,0.0249,0.399,,0.315,0.34,82.973,4.339333333,4,9
+Rochelle Jordan,Something,34.0,0.778,0.703,1.0,-5.978,0,0.0391,0.0193,4.21e-05,0.069,0.493,126.015,239516.0,3,6
+Nasty Cherry,Win,49.0,0.778,0.552,7.0,-5.987,1,0.0367,0.00661,0.000607,0.0815,0.499,115.032,164203.0,4,1
+Psymon Spine,Milk,34.0,0.765,0.476,,-8.069,0,0.0969,0.213,0.0177,0.106,0.598,107.004,254461.0,4,6
+Power Trip,Executioner's Tax (Swing of the Axe),54.0,0.484,0.991,8.0,-4.028,0,0.0676,0.000289,0.657,0.359,0.559,167.035,225245.0,4,8
+Nothing,Blue Line Baby,36.0,0.248,0.687,2.0,-6.233,1,0.0393,0.00224,0.85,0.0639,0.17,164.622,270853.0,4,6
+Alien Sex Fiend,I Walk The Line,36.0,0.564,0.804,2.0,-11.786,1,0.0733,0.0311,0.81,0.0463,0.397,123.716,291600.0,4,10
+Lush,Sweetness and Light,45.0,0.46,0.878,4.0,-7.903,1,0.0514,0.326,0.813,0.0967,0.34,109.903,317093.0,4,6
+DJ Khaled,"I DID IT (feat. Post Malone, Megan Thee Stallion, Lil Baby & DaBaby)",83.0,0.757,0.721,4.0,-2.906,0,0.0691,0.00196,,0.647,0.364,124.036,165366.0,4,9
+Remi Wolf,Photo ID (with Dominic Fike),67.0,0.747,0.822,1.0,-5.15,1,0.0893,0.192,,0.288,0.862,115.937,207927.0,4,6
+Data,Rapture,27.0,0.541,0.882,3.0,-3.929,0,0.219,0.158,,0.079,0.423,142.867,218373.0,4,1
+Paladin,The River Dragon Has Come,28.0,0.485,0.975,6.0,-4.956,1,0.0692,3.07e-05,0.00077,0.0443,0.265,139.91,305052.0,4,8
+Michael Kiwanuka,You Ain't The Problem,59.0,0.643,0.773,1.0,-7.998,1,0.0414,0.188,0.000412,0.0986,0.653,124.538,249333.0,4,9
+Death Valley Girls,Street Justice,25.0,0.324,0.948,9.0,-4.609,1,0.0522,8.85e-06,0.561,0.165,0.342,90.542,160587.0,4,1
+MONOEYES,リザードマン,40.0,0.472,0.862,9.0,-4.835,1,0.0324,2.49e-05,6.08e-06,0.076,0.0956,94.984,247067.0,4,10
+The Cult,She Sells Sanctuary,69.0,0.55,0.765,7.0,-8.684,1,0.0287,4.76e-06,0.873,0.132,0.419,139.46,252533.0,4,6
+Tuna,מרפקים,42.0,0.542,0.812,6.0,-6.485,1,0.107,0.0798,,0.693,0.577,72.936,286470.0,4,5
+Part-Time Friends,Paris en août,37.0,0.709,0.554,,-9.802,1,0.0734,0.375,0.000796,0.108,0.631,138.117,210147.0,4,6
+Concha Piquer,Tatuaje,35.0,0.46,0.223,2.0,-8.974,0,0.138,0.995,0.0957,0.253,0.306,78.306,188200.0,4,9
+Arcade Fire,Wake Up,65.0,0.252,0.8,,-4.845,1,0.0368,0.12,0.0538,0.118,0.29,139.361,335333.0,4,1
+Ana Alcaide,Elenion,40.0,0.701,0.204,4.0,-17.527,0,0.0406,0.964,0.835,0.0985,0.27,104.983,4.314666667,3,7
+TDJ,Open Air,37.0,0.667,0.51,1.0,-10.133,1,0.0436,0.176,0.00283,0.0857,0.16,141.077,251555.0,4,1
+Britney Spears,Don't Let Me Be the Last to Know,57.0,0.633,0.755,4.0,-6.566,1,0.0421,0.158,,0.273,0.729,138.96,3.848883333,4,9
+Miri Mesika,חדשות טובות,15.0,0.437,0.469,2.0,-6.321,0,0.0293,0.73,,0.104,0.369,139.824,177493.0,3,9
+Institute,Bulletproof Skin,44.0,0.327,0.852,6.0,-4.798,1,0.0613,0.00295,,0.12,0.222,180.075,265107.0,4,10
+James Taylor,Fire and Rain - 2019 Remaster,73.0,0.597,0.271,5.0,-17.293,1,0.0394,0.766,0.0119,0.0933,0.338,76.271,203613.0,4,10
+James Otto,Just Got Started Lovin' You,62.0,0.705,0.606,7.0,-7.047,1,0.0243,0.159,0.00149,0.242,0.876,98.001,3.910666667,4,4
+elegant slims,Not Human,46.0,0.52,0.815,11.0,-4.758,0,0.0488,0.00172,1.92e-06,0.089,0.466,91.972,199387.0,4,10
+Ms. Lauryn Hill,Lost Ones,61.0,0.832,0.749,2.0,-6.129,1,0.37,0.0998,3.74e-06,0.0837,0.65,94.899,333907.0,4,5
+Goldfinger,Put The Knife Away,45.0,0.241,0.916,8.0,-3.9,1,0.168,0.000868,,0.031,0.67,186.797,177924.0,4,10
+Dire Straits,Money For Nothing,42.0,0.666,0.667,2.0,-9.305,0,0.0371,0.043,0.0005,0.074,0.679,134.219,8.51555,4,10
+Eyal Golan,מאמי,32.0,0.552,0.653,6.0,-4.52,0,0.0327,0.48,,0.11,0.473,140.046,302466.0,4,9
+Bleachers,Chinatown (feat. Bruce Springsteen),64.0,0.442,0.689,4.0,-5.289,1,0.0251,0.00458,,0.11,0.208,89.001,247968.0,3,6
+MAX RAD,Where Are We Now?,32.0,0.742,0.657,9.0,-10.579,0,0.105,0.0687,0.000613,0.274,0.656,107.479,197477.0,4,6
+The Faint,The Geeks Were Right,37.0,0.737,0.668,5.0,-6.261,0,0.0323,0.00405,6.04e-05,0.385,0.961,131.009,176240.0,4,6
+Kojaque,Town's Dead,45.0,0.529,0.746,8.0,-8.288,1,0.0649,0.0271,7.94e-06,0.158,0.184,83.978,186334.0,4,10
+Limp Bizkit,Take A Look Around,72.0,0.425,0.852,11.0,-5.607,1,0.046,0.0175,0.306,0.0935,0.512,101.968,321040.0,4,10
+Freddie King,Going Down,59.0,0.565,0.526,,-11.352,1,0.0365,0.0339,0.000119,0.11,0.637,167.936,204333.0,4,2
+Nick Hakim,QADIR - Single Version,29.0,0.766,0.488,8.0,-6.402,0,0.0595,0.257,0.0132,0.155,0.582,142.035,241920.0,4,6
+"Pritam, Arijit Singh","Hardum Humdum (From ""Ludo"")",50.0,0.59,0.821,2.0,-4.933,1,0.0444,0.346,8.38e-06,0.454,0.784,116.942,3.133333333,4,3
+Omer Adam,מביט מהצד,36.0,0.715,0.755,1.0,-5.213,0,0.0534,0.501,,0.0663,0.615,132.003,223760.0,4,9
+Van Halen,Poundcake,39.0,0.487,0.948,4.0,-7.754,1,0.043,0.000662,0.102,0.0506,0.242,105.395,321707.0,4,8
+The Who,Behind Blue Eyes,71.0,0.394,0.622,4.0,-8.258,0,0.0336,0.213,4.45e-05,0.0892,0.342,126.844,221427.0,4,10
+Garmarna,Två Systrar,39.0,0.516,0.655,,-9.428,0,0.0306,0.664,0.107,0.0891,0.19,120.028,352787.0,3,8
+Caitlyn Smith,Cheap Date,54.0,0.587,0.299,2.0,-6.649,1,0.0327,0.853,2.11e-06,0.149,0.184,96.657,190067.0,3,9
+Leroy Carr,Papa's on the House Top,29.0,0.683,0.285,3.0,-12.101,1,0.0366,0.994,0.603,0.122,0.783,94.913,175400.0,4,2
+Fickle Friends,Cosmic Coming of Age,46.0,0.603,0.674,6.0,-8.193,1,0.0591,0.139,3.41e-06,0.116,0.732,93.004,204259.0,4,6
+Trippie Redd,PILL BREAKER (feat. blackbear & Machine Gun Kelly),71.0,0.527,0.79,2.0,-6.268,1,0.0788,0.016,,0.37,0.236,153.034,177059.0,3,10
+bl00dwave,Blue,33.0,0.626,0.861,9.0,-7.384,0,0.0285,0.0114,0.562,0.101,0.501,110.014,146182.0,4,6
+Johnny Winter,Third Degree,42.0,0.256,0.573,,-12.179,1,0.0408,0.141,0.0279,0.111,0.824,205.057,395600.0,3,2
+"Gaetano Donizetti, Academy of St. Martin in the Fields, Sir Neville Marriner",String Quartet in D - Arr. for string orchestra: 1. Allegro,20.0,0.269,0.154,9.0,-18.072,1,0.0387,0.93,0.751,0.109,0.104,134.817,6.858216667,4,7
+Chapterhouse,Breather,37.0,0.267,0.94,9.0,-7.052,1,0.0629,0.000126,0.161,0.358,0.21,155.581,258760.0,4,6
+ILLENIUM,Crawl Outta Love - The Glitch Mob Remix,41.0,0.476,0.798,2.0,-5.405,1,0.0869,0.00677,0.0914,0.583,0.0372,92.781,309677.0,4,10
+Kaiser Chiefs,Oh My God,41.0,0.367,0.938,7.0,-4.643,1,0.0464,0.0052,5.18e-06,0.428,0.556,177.916,214880.0,4,1
+"ATB, Topic, A7S",Your Love (9PM),88.0,0.669,0.784,7.0,-5.603,1,0.112,0.194,6.28e-06,0.115,0.517,125.993,2.50088333,4,9
+LO,Ani Oogiot,3.0,0.559,0.463,,-11.841,1,0.0257,0.201,0.00226,0.122,0.155,99.014,229520.0,4,6
+MOSES,Cause You Got Me,46.0,0.494,0.805,1.0,-6.437,1,0.0293,0.000595,7.12e-05,0.0636,0.571,96.996,232526.0,4,10
+ILLENIUM,First Time,74.0,0.526,0.667,9.0,-5.451,1,0.0437,0.0505,,0.321,0.43,155.085,165779.0,4,10
+Shreya Ghoshal,Mann Bheetar,19.0,0.616,0.547,7.0,-7.63,1,0.0342,0.739,0.0362,0.121,0.345,110.025,6.484166667,4,0
+MOD SUN,Heavy (feat. blackbear),65.0,0.367,0.707,5.0,-4.698,0,0.044,0.00806,,0.358,0.377,83.032,167765.0,4,1
+Glass Animals,Tangerine,69.0,0.845,0.583,9.0,-5.948,0,0.0773,0.114,0.000536,0.1,0.842,149.941,200584.0,4,6
+Aerosmith,Train Kept a Rollin',53.0,0.359,0.854,11.0,-9.799,0,0.0418,0.00194,0.00767,0.841,0.472,99.414,333227.0,4,10
+Eyal Golan,פרחים במדבר,33.0,0.478,0.447,10.0,-4.828,0,0.0295,0.55,,0.145,0.321,75.053,216496.0,4,9
+Bathtub Cig,My Friend,26.0,0.689,0.208,7.0,-15.944,1,0.0344,0.96,0.635,0.0933,0.194,96.052,220514.0,4,6
+Louf,Formation - Otik Remix,33.0,0.434,0.599,10.0,-11.966,0,0.0734,0.00189,0.891,0.0929,0.436,109.188,436630.0,5,1
+Black Sabbath,Iron Man - 2012 - Remaster,38.0,0.336,0.796,6.0,-10.845,0,0.0896,0.00361,0.00143,0.0621,0.417,155.28,353613.0,4,10
+Yung Bleu,Ghetto Love Birds,57.0,0.604,0.522,8.0,-6.796,1,0.0924,0.734,0.000172,0.113,0.287,93.169,186039.0,4,5
+George Strait,The Fireman,56.0,0.664,0.601,2.0,-13.379,1,0.0616,0.137,3.09e-05,0.0567,0.934,168.979,2.572666667,4,4
+BENEE,Night Garden (feat. Kenny Beats & Bakar),55.0,0.712,0.625,9.0,-4.925,0,0.29,0.0154,,0.0509,0.48,177.94,221865.0,4,6
+DDG,Get What You Want (feat. PnB Rock),50.0,0.799,0.494,7.0,-12.029,1,0.266,0.147,0.000929,0.115,0.234,136.019,186196.0,4,5
+Eugene Bridges,In Your Arms Again,8.0,0.668,0.614,4.0,-7.882,0,0.0278,0.127,,0.367,0.46,103.57,308573.0,4,2
+Dead Pony,Speak of the Devil,32.0,0.431,0.777,7.0,-7.853,1,0.0494,0.000207,1.25e-05,0.105,0.361,76.027,215296.0,4,10
+iann dior,Darkside,58.0,0.695,0.869,5.0,-6.914,1,0.0264,0.71,,0.343,0.92,123.991,154871.0,4,10
+Idan Amedi,אני רוצה,45.0,0.632,0.499,2.0,-7.975,0,0.0313,0.788,,0.199,0.332,105.876,207020.0,4,9
+Johnny Adams,This Time I'm Gone For Good,29.0,0.418,0.387,5.0,-11.79,0,0.0634,0.216,0.0127,0.142,0.361,202.033,280360.0,3,2
+Lime Cordiale,On Our Own,57.0,0.705,0.692,9.0,-7.271,1,0.0303,0.00149,0.000193,0.137,0.772,125.933,216636.0,4,6
+Isaac DaBom,תבטיחי לי,15.0,0.831,0.632,8.0,-8.875,0,0.13,0.139,2.71e-06,0.112,0.647,103.023,281477.0,4,9
+Ghetts,IC3 (feat. Skepta) - Single Version,48.0,0.663,0.645,8.0,-7.977,1,0.398,0.443,,0.166,0.394,128.023,231107.0,4,5
+Shivam Pathak,Ek Dil Ek Jaan,57.0,0.528,0.664,2.0,-7.262,1,0.0377,0.226,,0.121,0.109,97.893,3.6645,4,3
+The Soft Cavalry,Dive,28.0,0.5,0.528,2.0,-10.051,1,0.0276,0.044,0.000243,0.0911,0.094,78.0,255385.0,4,6
+Willie J Healey,Big Nothing,38.0,0.466,0.699,7.0,-6.101,1,0.0319,0.475,0.0065,0.221,0.716,190.384,142246.0,4,6
+The Kinks,Lola - Remastered,57.0,0.468,0.839,9.0,-7.39,1,0.0365,0.459,0.461,0.151,0.935,151.842,242027.0,4,10
+Suldusk,The Elm,38.0,0.601,0.439,4.0,-10.507,0,0.0253,0.43,0.00107,0.125,0.186,106.973,210834.0,4,8
+Kurt Vile,Pretty Pimpin,63.0,0.566,0.663,8.0,-9.068,1,0.0278,0.0945,0.294,0.0915,0.762,91.108,298760.0,4,6
+Yameii Online,Baby My Phone,70.0,0.427,0.666,5.0,-7.902,0,0.0415,0.176,0.229,0.0856,0.232,85.022,215771.0,4,9
+Nikola Zolkiewska,Smoothness,55.0,0.325,0.164,,-17.19,0,0.0438,0.958,0.899,0.112,0.211,49.196,2.5641,3,7
+The Rolling Stones,Gimme Shelter,,0.63,0.616,1.0,-8.128,0,0.0309,0.463,0.0408,0.173,0.509,118.65,4.51288333,4,10
+Rod Stewart,The First Cut Is the Deepest,60.0,0.546,0.627,,-9.037,1,0.0244,0.316,0.00114,0.096,0.764,81.278,4.52,4,0
+Jackie Hayes,eye 2 eye,48.0,0.638,0.666,4.0,-6.951,0,0.0392,0.00784,6.65e-05,0.314,0.651,131.962,185455.0,4,6
+Jack Fruit,wrong but worth it,30.0,0.627,0.5,9.0,-9.615,0,0.046,0.0957,0.0385,0.522,0.353,120.025,178711.0,4,9
+Phoria,Current,49.0,0.254,0.117,8.0,-21.35,0,0.0376,0.964,0.875,0.111,0.0447,78.533,350974.0,4,1
+Shocking Blue,Inkpot,37.0,0.655,0.648,4.0,-8.708,1,0.0345,0.102,,0.0946,0.712,125.603,159000.0,4,2
+James Bay,If You Ever Wanna Be In Love - James Bay Spotify Session 2015,66.0,0.68,0.315,11.0,-8.425,1,0.0391,0.913,,0.712,0.361,117.614,3.94645,4,0
+Elliott Ok,72,14.0,0.398,0.338,7.0,-10.084,1,0.0304,0.328,0.0319,0.099,0.188,135.75,222906.0,4,6
+The Zombies,Time of the Season - Mono Version,66.0,0.537,0.7,4.0,-6.852,0,0.0366,0.142,1.58e-06,0.383,0.695,117.111,214027.0,4,10
+AC/DC,Big Gun,59.0,0.569,0.901,9.0,-5.197,1,0.0544,0.00555,0.26,0.16,0.839,133.194,259413.0,4,8
+Webb Pierce,There Stands The Glass,20.0,0.524,0.176,3.0,-11.14,1,0.0345,0.911,,0.366,0.676,115.996,146000.0,4,10
+Swamp Dogg,Please Let Me Go Round Again,34.0,0.716,0.33,,-13.283,1,0.046,0.193,2.94e-05,0.124,0.572,139.927,280840.0,4,6
+The Pale White,Wisdom Tooth,29.0,0.441,0.884,,-4.319,1,0.104,0.00408,0.000812,0.406,0.468,129.931,171107.0,4,10
+Machine Gun Kelly,forget me too (feat. Halsey),80.0,0.654,0.875,1.0,-4.845,1,0.0744,0.000417,0.0086,0.194,0.522,99.975,171621.0,4,10
+Wallice,Hey Michael,60.0,0.759,0.636,4.0,-6.387,1,0.0473,0.0386,0.000117,0.643,0.921,120.019,179852.0,4,6
+Tim Montana,Be A Cowboy,49.0,0.512,0.885,11.0,-3.558,1,0.0359,0.0208,,0.101,0.47,85.017,201707.0,4,10
+Low (Acoustic),Angel Snow,33.0,0.557,0.264,9.0,-10.625,1,0.028,0.874,1.16e-05,0.0984,0.433,77.099,3.445166667,4,0
+Johnny Cash,Big River,54.0,0.632,0.559,5.0,-10.49,1,0.0674,0.854,0.000103,0.127,0.884,182.942,151427.0,4,10
+LILHUDDY,The Eulogy of You and Me,64.0,0.513,0.848,4.0,-4.644,1,0.0676,0.000161,,0.336,0.394,143.968,183362.0,4,9
+BTS,Butter,,0.759,0.459,8.0,-5.187,1,0.0948,0.00323,,0.0906,0.695,109.997,164442.0,4,9
+Shimi Tavori,עוד סיפור אחד של אהבה,29.0,0.477,0.342,,-13.44,1,0.0273,0.304,,0.206,0.346,84.871,252467.0,4,9
+The Wallflowers,Sleepwalker,44.0,0.534,0.892,4.0,-5.04,0,0.028,0.000697,,0.109,0.749,128.834,211027.0,4,10
+Five Finger Death Punch,"Blue On Black (feat. Kenny Wayne Shepherd, Brantley Gilbert & Brian May)",58.0,0.45,0.872,7.0,-4.91,1,0.0353,0.0018,1.61e-05,0.0833,0.396,156.059,274615.0,4,8
+2 Chainz,Grey Area,70.0,0.897,0.767,11.0,-4.544,1,0.0959,0.0679,0.000364,0.129,0.675,134.913,171838.0,4,5
+Faze Miyake,Stay Woke,2.0,0.655,0.438,,-11.276,1,0.0433,0.012,0.648,0.222,0.557,148.018,174724.0,4,5
+Jess Locke,Universe,28.0,0.653,0.543,11.0,-7.154,0,0.026,0.0852,5.37e-06,0.295,0.419,97.029,219753.0,4,6
+Jeremy Zucker,emily,66.0,0.551,0.249,,-11.392,1,0.06,0.68,0.0022,0.112,0.257,156.02,233747.0,3,9
+Wild Pink,The Shining but Tropical,40.0,0.501,0.792,4.0,-7.31,1,0.0255,0.00708,0.00318,0.67,0.645,88.014,291613.0,4,1
+Jeezy,And Then What,33.0,0.75,0.723,,-5.452,1,0.231,0.00829,,0.0588,0.747,170.006,245480.0,4,5
+"Mukesh, Lata Mangeshkar",Begani Shadi Men Abdulla Diwana,17.0,0.715,0.446,4.0,-10.887,0,0.0591,0.908,0.000198,0.427,0.932,102.673,3.61555,4,3
+Passion Pit,Take a Walk,71.0,0.566,0.755,11.0,-5.526,1,0.0368,0.0338,,0.315,0.445,101.006,264493.0,4,6
+Shawnna,Gettin' Some,47.0,0.823,0.586,4.0,-6.044,0,0.336,0.0901,,0.0605,0.611,78.054,202760.0,4,5
+Walter Wolfman Washington,Landslide,18.0,0.705,0.811,11.0,-5.483,0,0.133,0.27,0.0248,0.0233,0.549,97.938,313813.0,4,2
+Jamestown Revival,Prospector's Blues,45.0,0.529,0.652,4.0,-7.592,1,0.0348,0.607,,0.0893,0.486,76.052,239733.0,4,1
+Second to Sun,Marsch der Wölfe,28.0,0.313,0.933,2.0,-4.574,1,0.062,4.82e-06,0.139,0.717,0.0958,76.01,315790.0,4,8
+Baby Keem,durag activity (with Travis Scott),80.0,0.89,0.701,,-5.712,0,0.342,0.00306,3.06e-06,0.0895,0.505,80.462,225020.0,4,5
+Armon,Hot Summer,8.0,0.352,0.648,9.0,-7.426,1,0.0375,0.37,0.432,0.27,0.36,82.436,349822.0,4,6
+Long Distance Calling,Hazard,34.0,0.287,0.77,2.0,-7.477,1,0.0546,0.000483,0.445,0.0519,0.293,71.072,368973.0,4,8
+The Jungle Giants,Treat You Right,56.0,0.664,0.759,9.0,-4.926,0,0.0428,0.0169,0.0025,0.179,0.771,160.023,221466.0,4,9
+Sha Na Na,At the Hop - Live at Woodstock,22.0,0.294,0.923,4.0,-12.239,0,0.212,0.198,0.000128,0.992,0.208,135.384,184787.0,4,10
+Wallice,23,55.0,0.576,0.597,5.0,-4.974,1,0.0391,0.22,,0.0914,0.614,133.686,164782.0,4,6
+Dead by April,Let It Go,51.0,0.42,0.937,,-2.672,0,0.152,0.00938,,0.166,0.412,156.059,191154.0,4,8
+Beck,Dreams,59.0,0.582,0.938,1.0,-5.726,0,0.0392,0.000733,0.0202,0.0841,0.8,113.999,314487.0,4,6
+The Killers,Mr. Brightside,82.0,0.352,0.911,1.0,-5.23,1,0.0747,0.00121,,0.0995,0.236,148.033,222973.0,4,10
+"Hemanth Bhagavath, Vignesh Prabhu, Swayam Prakash Prabhu",Jog Fusion,13.0,0.645,0.504,9.0,-13.495,1,0.145,0.974,0.786,0.23,0.511,124.904,4.725,4,0
+Parker Millsap,Hades Pleads,48.0,0.568,0.632,9.0,-6.958,1,0.161,0.0245,0.000246,0.401,0.711,164.823,156107.0,4,10
+bbno$,bad to the bone,67.0,0.95,0.574,11.0,-7.969,0,0.251,0.0973,0.000274,0.0801,0.656,106.042,141509.0,4,9
+No sé a quién matar,No Sé a Quién Matar,34.0,0.561,0.704,9.0,-6.062,1,0.0232,0.0412,0.857,0.217,0.678,98.99,219475.0,4,6
+AWOLNATION,The Best (feat. Alice Merton),53.0,0.645,0.86,2.0,-5.041,0,0.031,0.128,0.00517,0.0929,0.04,111.029,223320.0,4,10
+Bruce Springsteen,Ghosts,58.0,0.532,0.736,11.0,-6.901,1,0.0383,0.000146,0.000961,0.292,0.656,125.105,354813.0,4,10
+Jamie O'Neal,When I Think About Angels,46.0,0.507,0.843,11.0,-3.421,1,0.108,0.274,,0.295,0.504,193.708,3.04355,4,4
+Braid,Killing A Camera,32.0,0.39,0.885,11.0,-6.98,0,0.0549,0.0014,2.11e-05,0.371,0.592,83.661,153800.0,4,10
+Rekha Bhardwaj,Badi Dheere Jali,25.0,0.439,0.364,10.0,-10.723,1,0.0341,0.877,0.007,0.0776,0.111,80.202,7.023266667,4,0
+Tyla Yaweh,All the Smoke (feat. Gunna & Wiz Khalifa),71.0,0.712,0.822,6.0,-3.728,0,0.131,0.0321,,0.239,0.469,91.011,211237.0,4,5
+JunkBunny,Another Summer Song,27.0,0.343,0.85,1.0,-7.51,1,0.0567,5.37e-05,5.01e-05,0.0905,0.437,161.794,230747.0,4,10
+Lisa Mann,"Hard Times, Bad Decisions",29.0,0.624,0.849,11.0,-4.261,0,0.0358,0.0862,5.3e-05,0.362,0.717,94.066,271867.0,4,2
+Kylie V,On My Mind,30.0,0.605,0.428,6.0,-7.93,1,0.0261,0.685,0.00924,0.201,0.228,152.969,260013.0,4,1
+Hazvuvim,זרזירים,14.0,0.682,0.749,4.0,-10.759,0,0.0435,0.00883,0.00166,0.12,0.686,117.871,330493.0,4,10
+Illinois Jacquet,Port Of Rico,34.0,0.769,0.25,,-11.141,1,0.0556,0.711,0.0823,0.0855,0.615,127.147,164573.0,4,2
+The Walkmen,The Rat,57.0,0.167,0.921,6.0,-4.881,0,0.061,0.000141,0.0716,0.239,0.315,168.225,262227.0,4,6
+OK Go,This Too Shall Pass,43.0,0.43,0.669,5.0,-3.398,1,0.0448,5.07e-05,0.0105,0.121,0.417,160.001,188120.0,4,10
+Half the Animal,Magic,43.0,0.539,0.654,1.0,-6.454,0,0.0813,0.0296,1.49e-06,0.0595,0.511,170.138,210820.0,5,10
+bloody/bath,Arp-87,37.0,0.527,0.878,1.0,-4.932,1,0.0561,0.2,0.876,0.104,0.198,152.017,169728.0,4,6
+Evolution Empire,Fist of God,,0.568,0.981,7.0,-5.161,1,0.0835,0.000322,0.0354,0.133,0.183,122.04,224028.0,4,10
+Donny Hathaway,"To Be Young, Gifted and Black",,0.408,0.242,,-15.35,1,0.0328,0.538,0.0706,0.0931,0.364,131.152,410257.0,3,5
+Fontaines D.C.,Too Real,46.0,0.495,0.96,4.0,-6.235,0,0.061,0.0281,1.05e-05,0.111,0.182,172.808,248409.0,4,1
+Lowertown,Tourist Trap,32.0,0.516,0.698,,-8.008,1,0.031,0.00741,0.0087,0.575,0.227,84.014,181397.0,4,9
+Eyal Golan,צאי אל החלון,31.0,0.619,0.893,,-7.089,0,0.0438,0.0784,2.13e-05,0.291,0.939,104.014,242293.0,4,9
+DaBaby,8 Figures (feat. Meek Mill),56.0,0.703,0.555,8.0,-8.199,1,0.382,0.0382,,0.246,0.702,177.205,178949.0,4,5
+Monolink,Harlem River,51.0,0.845,0.429,1.0,-11.706,0,0.0973,0.183,0.267,0.0727,0.443,116.007,277609.0,4,6
+The Beaches,Give It Up,41.0,0.691,0.62,6.0,-3.339,0,0.0455,0.0129,0.000686,0.0821,0.552,109.027,179973.0,4,10
+Dua Lipa,"I'm Not the Only One - Live from Spotify, London",65.0,0.455,0.265,5.0,-8.468,1,0.0491,0.861,,0.685,0.324,176.036,3.264,4,0
+Suli Breaks,Adulthood,22.0,0.885,0.517,4.0,-12.067,0,0.5,0.186,,0.446,0.705,110.012,178909.0,4,5
+Malfunkshun,Jezebel Woman,42.0,0.217,0.736,9.0,-7.309,0,0.0409,0.000689,2.46e-06,0.0821,0.246,130.404,271333.0,4,10
+George Harrison,Give Me Love (Give Me Peace On Earth),62.0,0.373,0.57,5.0,-11.56,1,0.0441,0.497,0.0124,0.128,0.631,81.28,215693.0,4,10
+Mavi Phoenix,Grass And The Sun,46.0,0.818,0.459,8.0,-10.073,1,0.0399,0.916,0.906,0.111,0.246,110.126,174545.0,4,6
+Jade Bird,I Get No Joy,43.0,0.673,0.722,5.0,-5.497,1,0.0855,0.364,,0.0605,0.717,91.962,162070.0,4,1
+King of Asgard,Ammobi√¶rg,26.0,0.0809,0.993,2.0,-4.093,1,0.163,5.49e-05,0.932,0.183,0.0397,70.972,483440.0,1,8
+Middle Kids,Cellophane (Brain),34.0,0.545,0.421,,-7.201,1,0.0276,0.0469,2.28e-06,0.214,0.314,149.955,210133.0,4,6
+Touché Amoré,Reminders,40.0,0.352,0.927,8.0,-8.144,1,0.11,6.9e-05,4.48e-05,0.0409,0.355,98.336,183338.0,4,10
+Misplaced,idk why i try,33.0,0.495,0.949,1.0,-3.789,1,0.0407,4.2e-05,0.711,0.438,0.683,105.013,187571.0,4,10
+The Maccabees,Precious Time,,0.339,0.821,7.0,-5.549,1,0.143,0.048,,0.0938,0.428,169.541,259787.0,4,6
+Pote Baby,In The Kitchen,51.0,0.881,0.475,1.0,-8.794,1,0.5,0.303,,0.229,0.615,146.931,182870.0,4,5
+Run–D.M.C.,It's Tricky,73.0,0.965,0.857,11.0,-8.458,0,0.17,0.00131,,0.0726,0.951,127.656,183760.0,4,9
+Darkcell,Burn the Witches,33.0,0.486,0.975,,-4.016,1,0.11,0.00177,1.51e-05,0.929,0.131,105.005,281838.0,4,8
+Journers,Yok Mu ?,28.0,0.485,0.706,9.0,-7.165,1,0.0333,0.00782,0.000568,0.108,0.349,135.954,274750.0,4,10
+Miss May I,Shadows Inside,56.0,0.381,0.969,10.0,-4.956,0,0.141,4.59e-06,1.47e-05,0.143,0.338,179.987,236549.0,4,8
+wave to earth,daisy.,33.0,0.442,0.576,6.0,-5.611,0,0.0321,0.362,9.77e-06,0.308,0.643,202.081,218500.0,4,10
+Fallen,Tolo,30.0,0.538,0.507,2.0,-11.016,1,0.0312,0.029,0.264,0.354,0.169,103.021,4.065783333,4,0
+Greta Van Fleet,Age of Machine,63.0,0.222,0.807,7.0,-4.738,1,0.045,0.000696,0.00844,0.0801,0.106,136.344,413524.0,4,10
+Godsticks,Victim - Edit,24.0,0.292,0.775,4.0,-6.192,0,0.0488,0.00796,1.98e-06,0.111,0.368,150.475,333137.0,4,10
+Jan & Dean,Surf City - Remastered 1990/Stereo Remix,45.0,0.469,0.647,8.0,-13.913,1,0.0315,0.595,1.65e-06,0.339,0.942,147.878,163027.0,4,10
+The Pharcyde,Drop,56.0,0.853,0.754,10.0,-7.158,0,0.259,0.335,6.21e-06,0.252,0.69,95.081,334467.0,4,5
+Justus Bennetts,Nightstand,60.0,0.669,0.648,5.0,-4.66,1,0.067,0.34,,0.314,0.616,80.974,161747.0,4,9
+Salt-N-Pepa,Push It,68.0,0.913,0.596,11.0,-12.477,0,0.0707,0.00658,0.00349,0.078,0.973,127.215,272133.0,4,9
+Jake Milliner,Juno,35.0,0.811,0.453,6.0,-9.54,0,0.0948,0.438,0.853,0.345,0.605,93.014,207250.0,4,1
+21 Savage,Runnin,80.0,0.819,0.626,10.0,-4.574,0,0.202,0.00748,0.101,0.167,0.415,143.01,195906.0,4,5
+George Moir,Baked Beans,35.0,0.663,0.604,11.0,-5.252,1,0.186,0.367,0.000269,0.134,0.567,82.536,177000.0,4,6
+Amber Run,Neon Circus,38.0,0.486,0.908,2.0,-4.43,1,0.0369,0.0023,0.24,0.389,0.241,89.991,216667.0,4,10
+Whitney,Strange Overtones,52.0,0.728,0.572,2.0,-10.043,1,0.0348,0.242,4.1e-05,0.102,0.744,110.346,206995.0,4,6
+P.O.D.,Boom - 2006 Remaster,50.0,0.563,0.924,2.0,-5.567,1,0.0734,0.00156,1.15e-06,0.0468,0.539,90.928,187240.0,4,10
+Monster Magnet,Powertrip,49.0,0.522,0.853,11.0,-5.861,1,0.0383,7.44e-05,0.582,0.131,0.637,140.727,211440.0,4,8
+Press Club,Behave,26.0,0.447,0.949,4.0,-4.245,0,0.0841,0.000283,2.4e-05,0.132,0.364,104.724,197263.0,4,1
+The Futureheads,The Beginning Of The Twist,43.0,0.42,0.988,5.0,-2.622,1,0.157,0.00164,,0.286,0.353,155.993,216040.0,4,6
+Gorgoroth,Begravelsesnatt,35.0,0.17,0.98,7.0,-12.697,1,0.0652,2.48e-06,0.852,0.515,0.0504,144.475,153240.0,4,8
+YONAKA,Call Me a Saint,56.0,0.503,0.685,9.0,-6.48,0,0.0423,0.0421,,0.0674,0.508,146.997,200067.0,4,10
+Fleetwood Mac,The Chain - 2004 Remaster,82.0,0.545,0.67,9.0,-8.81,1,0.0496,0.009,0.000822,0.0451,0.481,151.553,270213.0,4,10
+Arik Einstein,מדוע הילד צחק בחלום,23.0,0.409,0.231,1.0,-15.002,1,0.0353,0.451,1.02e-05,0.084,0.125,116.036,253000.0,4,10
+Mohammed Rafi,Dekhi Zamane Ki Yaari,9.0,0.261,0.14,6.0,-15.33,1,0.0412,0.983,0.69,0.116,0.188,72.286,9.006,4,3
+Pinkshinyultrablast,Songs,42.0,0.12,0.87,9.0,-6.984,1,0.0995,0.0018,0.815,0.0834,0.0536,179.815,950210.0,3,6
+"Britney Spears, Tinashe",Slumber Party (feat. Tinashe),,0.752,0.784,,-4.942,1,0.0753,0.322,,0.11,0.464,135.039,3.558916667,4,9
+Migrant Motel,New Religion,35.0,0.571,0.405,1.0,-8.907,1,0.025,0.00157,0.000991,0.0911,0.398,72.974,184000.0,4,10
+Bleachers,Stop Making This Hurt,54.0,0.691,0.864,,-7.206,1,0.0417,0.0766,,0.0853,0.756,109.201,199627.0,4,1
+John Denver,"Take Me Home, Country Roads",,0.456,0.383,9.0,-9.516,1,0.0263,0.715,,0.127,0.67,82.026,3.167333333,4,4
+Teenage Wrist,Earth Is A Black Hole,47.0,0.553,0.902,11.0,-4.35,0,0.0588,0.00286,,0.2,0.572,132.089,175577.0,4,10
+"Atif Aslam, Tulsi Kumar",Paniyon Sa,54.0,0.523,0.768,,-4.953,0,0.0566,0.447,0.000226,0.0833,0.669,75.03,3.937333333,4,3
+Radiohead,Just,63.0,0.291,0.767,7.0,-6.913,0,0.0862,0.000401,0.012,0.0763,0.359,175.702,234800.0,4,1
+Red Fang,Arrows,46.0,0.187,0.913,7.0,-8.185,1,0.0558,0.224,0.843,0.102,0.344,156.715,232980.0,4,10
+Omer Adam,יעשו לנו כבוד,44.0,0.767,0.498,11.0,-5.995,1,0.376,0.566,,0.325,0.61,129.919,201500.0,4,9
+INXS,Listen Like Thieves,,0.567,0.919,7.0,-4.425,1,0.0713,0.0108,0.0106,0.0819,0.593,116.033,3.77245,4,10
+The Devil and the Almighty Blues,The Ghosts of Charlie Barracuda,40.0,0.298,0.584,11.0,-7.257,1,0.0322,0.0435,0.328,0.1,0.388,143.927,466382.0,3,10
+Will Paquin,Chandelier,62.0,0.331,0.5,2.0,-9.119,0,0.0514,0.677,6.61e-06,0.116,0.421,86.963,127465.0,4,6
+David Shaul,רק תגידי,25.0,0.538,0.362,,-8.97,1,0.0258,0.463,,0.177,0.24,76.045,251194.0,4,10
+Pixies,Debaser,64.0,0.489,0.913,5.0,-9.152,0,0.0479,0.00015,0.709,0.0703,0.539,135.756,171747.0,4,1
+Sha Na Na,Silhouettes - Live at Woodstock,21.0,0.4,0.682,5.0,-11.927,1,0.0563,0.183,0.000803,0.803,0.778,117.528,177640.0,1,10
+Electric Light Orchestra,Mr. Blue Sky,81.0,0.388,0.338,10.0,-10.054,1,0.0329,0.652,3.73e-06,0.248,0.478,177.765,303373.0,4,9
+Rat Tally,Shrug,26.0,0.446,0.373,,-9.192,1,0.0312,0.0949,2.13e-06,0.116,0.201,144.073,151257.0,4,6
+Johnny Cash,Man in Black,57.0,0.676,0.58,5.0,-14.217,1,0.0506,0.589,0.000145,0.218,0.89,95.358,2.883116667,4,4
+Mötley Crüe,"Girls, Girls, Girls",71.0,0.6,0.931,7.0,-4.647,1,0.0734,0.0296,7.1e-05,0.392,0.542,140.123,270427.0,4,9
+Ravid Plotnik,מוזיקה טובה (נצ'י נצ'),38.0,0.646,0.559,7.0,-6.751,1,0.181,0.128,,0.167,0.648,85.444,201173.0,4,5
+Lauv,I Like Me Better,83.0,0.752,0.505,9.0,-7.621,1,0.253,0.535,2.55e-06,0.104,0.419,91.97,197437.0,4,9
+Elton John,"Rocket Man (I Think It's Going To Be A Long, Long Time)",82.0,0.601,0.532,10.0,-9.119,1,0.0286,0.432,6.25e-06,0.0925,0.341,136.571,281613.0,4,10
+Willie Dixon,Little Red Rooster,48.0,0.584,0.278,4.0,-18.566,1,0.0312,0.55,0.21,0.255,0.75,81.712,215027.0,4,2
+Hollow,Caterpillar,44.0,0.401,0.764,1.0,-5.476,1,0.145,0.00705,0.000142,0.0506,0.109,99.949,205200.0,4,10
+Stick Figure,World on Fire (with Slightly Stoopid),51.0,0.866,0.518,,-7.372,1,0.0457,0.303,0.0512,0.104,0.644,141.01,240029.0,4,10
+N.Flying,Pardon?,33.0,0.583,0.981,4.0,-0.741,1,0.102,0.0701,,0.187,0.907,145.021,169173.0,4,10
+Life On Venus,What Lies Beneath,39.0,0.433,0.676,8.0,-5.953,1,0.0304,0.000364,0.531,0.101,0.404,133.957,233731.0,4,10
+"Pritam, Arijit Singh","Shayad (From ""Love Aaj Kal"")",64.0,0.487,0.456,8.0,-7.144,1,0.0319,0.789,1.79e-06,0.141,0.348,136.088,4.13235,4,3
+The Robert Cray Band,Phone Booth,2.0,0.575,0.838,4.0,-11.252,0,0.0534,0.0297,0.0836,0.974,0.488,113.303,278693.0,4,2
+Ivri Lider,הייתי כאן,35.0,0.37,0.411,4.0,-9.684,1,0.032,0.627,,0.108,0.169,106.773,263034.0,4,9
+Sammy Hagar,Give To Live,40.0,0.423,0.63,2.0,-9.778,1,0.0312,0.0129,5.86e-06,0.0479,0.393,153.945,4.40155,4,10
+My Morning Jacket,Circuital,29.0,0.44,0.505,10.0,-9.517,1,0.031,0.22,0.413,0.129,0.501,102.354,439680.0,4,10
+Kansas,Carry on Wayward Son,75.0,0.482,0.786,7.0,-5.735,1,0.032,0.00321,8.88e-05,0.446,0.793,126.755,5.38333333,4,10
+Rita Ora,Your Song - Acoustic,55.0,0.846,0.559,6.0,-4.306,1,0.0644,0.109,,0.0445,0.721,114.037,3.03178333,4,0
+Russell Dickerson,Every Little Thing,2.0,0.638,0.854,1.0,-4.664,1,0.11,0.216,,0.0357,0.859,93.869,3.177333333,4,4
+Dilated Peoples,Work The Angles,47.0,0.656,0.767,11.0,-7.032,0,0.321,0.191,,0.641,0.739,181.33,240667.0,4,5
+Veil Of Maya,Viscera,56.0,0.537,0.96,2.0,-3.705,1,0.0594,0.000175,4.25e-06,0.0892,0.382,137.986,220000.0,4,8
+Kenny Neal,Hooked On Your Love,13.0,0.576,0.693,9.0,-9.936,1,0.0374,0.546,0.109,0.186,0.908,159.786,285093.0,3,2
+Look What You've Done,Ron Pope,39.0,0.57,0.571,7.0,-7.282,1,0.0291,0.00995,0.000181,0.133,0.25,134.012,3.746266667,4,0
+Monster Magnet,Learning to Die,40.0,0.253,0.802,9.0,-6.866,1,0.0495,0.00192,0.148,0.398,0.279,160.099,387936.0,4,8
+Flõstate,Dream Dance,27.0,0.318,0.359,9.0,-8.549,0,0.0305,0.681,0.00799,0.0951,0.0397,127.747,227333.0,3,9
+Florence + The Machine,Ship To Wreck,59.0,0.564,0.923,9.0,-3.843,0,0.0325,0.00147,,0.277,0.587,141.991,234526.0,4,10
+Waterparks,Numb,56.0,0.61,0.974,6.0,-3.407,1,0.166,0.000625,1.2e-06,0.429,0.71,125.077,146897.0,4,10
+YSN Flow,Money Man,48.0,0.8,0.52,5.0,-7.251,0,0.328,0.175,,0.326,0.599,120.244,143998.0,4,5
+Gotye,Somebody That I Used To Know,80.0,0.865,0.521,,-6.932,1,0.0371,0.548,0.000115,0.0989,0.748,129.059,244885.0,4,9
+Bun B,Get Throwed,56.0,0.704,0.803,7.0,-4.77,1,0.351,0.165,,0.54,0.529,124.087,233840.0,4,5
+TOOL,Pneuma,65.0,0.415,0.53,9.0,-9.338,0,0.0314,0.00209,0.75,0.11,0.0586,114.174,713192.0,1,8
+Yungeen Ace,All in All,53.0,0.553,0.667,7.0,-6.686,0,0.214,0.266,,0.0679,0.366,131.18,124000.0,5,5
+The Strokes,Last Nite,72.0,0.624,0.91,,-5.703,1,0.0297,0.0285,0.000198,0.0789,0.767,104.042,193051.0,4,6
+Fleetwood Mac,Hellhound on My Trail,26.0,0.451,0.0589,,-16.082,1,0.0361,0.954,0.00473,0.1,0.266,64.826,125293.0,4,2
+The Standells,Dirty Water,46.0,0.62,0.781,9.0,-5.938,1,0.0379,0.181,,0.187,0.864,144.707,167253.0,4,6
+Van Halen,And the Cradle Will Rock... - 2015 Remaster,51.0,0.509,0.928,2.0,-5.833,1,0.0329,0.189,1.41e-06,0.269,0.736,107.921,213150.0,4,10
+Miranda Lambert,The House That Built Me,66.0,0.525,0.3,5.0,-8.005,1,0.0286,0.578,8.3e-06,0.116,0.206,80.993,3.943783333,4,4
+Airbourne,Runnin' Wild,65.0,0.503,0.96,10.0,-2.672,1,0.0626,9.25e-05,0.578,0.274,0.489,162.022,218040.0,4,8
+The Fall,Fiery Jack - Bonus Track,30.0,0.704,0.917,1.0,-7.902,0,0.122,9.12e-05,0.00546,0.0459,0.336,110.606,283947.0,4,6
+Haley Reinhart,Free As a Bird,27.0,0.498,0.28,11.0,-11.026,0,0.0261,0.955,0.155,0.149,0.189,76.078,268328.0,3,10
+The Last Poets,When The Revolution Comes,28.0,0.669,0.567,8.0,-12.381,0,0.335,0.614,,0.246,0.909,81.93,150867.0,4,5
+Code Orange,Bleeding In The Blur,41.0,0.529,0.908,,-5.405,1,0.0522,2.46e-05,0.947,0.0942,0.183,126.032,244693.0,4,8
+Pixies,Here Comes Your Man,69.0,0.669,0.795,2.0,-10.865,1,0.0285,0.00772,0.0781,0.401,0.882,124.594,201187.0,4,6
+John Mayer,Slow Dancing in a Burning Room - Acoustic,55.0,0.611,0.313,4.0,-10.242,1,0.0339,0.835,0.000315,0.111,0.378,134.858,3.87845,3,0
+Foreign Air,Monsters,50.0,0.552,0.673,9.0,-4.9,0,0.0298,0.00553,,0.114,0.174,89.993,224053.0,4,9
+Sad Night Dynamite,Smoke Hole,52.0,0.835,0.523,3.0,-7.227,0,0.0459,0.00536,0.137,0.157,0.588,100.026,167613.0,4,1
+Julian Lynch,Contribution to the Catalog of Spatial and Temporal Events,23.0,0.912,0.182,9.0,-22.639,0,0.0786,0.995,0.952,0.103,0.972,96.014,214788.0,4,6
+Einherjer,West Coast Groove,28.0,0.489,0.95,4.0,-8.544,1,0.0397,1.5e-05,0.707,0.477,0.602,75.997,247387.0,4,8
+Kris Barras Band,Ignite (Light It Up),37.0,0.604,0.818,6.0,-6.083,1,0.0379,0.00335,0.00103,0.0411,0.697,102.993,196104.0,4,2
+Honey Lung,Sophomore,36.0,0.399,0.744,7.0,-8.303,1,0.0455,8.44e-05,0.0335,0.0497,0.125,91.918,353956.0,4,6
+Heart of Somebody,Caroline Spence,,0.631,0.461,11.0,-7.912,1,0.0246,0.417,1.64e-05,0.099,0.455,105.872,3.534216667,4,0
+The Alchemist,Stained Glass (feat. Westside Gunn),35.0,0.698,0.644,1.0,-8.554,0,0.321,0.562,,0.567,0.374,145.868,110147.0,4,5
+Miri Mesika,אשה חרסינה,28.0,0.526,0.622,7.0,-5.492,0,0.0374,0.536,1.97e-05,0.251,0.224,123.958,249852.0,4,9
+Rick Wakeman,Catherine Of Aragon,39.0,0.351,0.307,3.0,-12.071,1,0.0336,0.433,0.85,0.328,0.0951,105.092,229147.0,4,10
+Mondo Cozmo,Bittersweet Symphony - Jim Eno Sessions,41.0,0.396,0.774,9.0,-8.22,1,0.03,0.0266,0.0347,0.0702,0.462,169.959,323467.0,4,10
+Alluvial,Colony,35.0,0.413,0.987,7.0,-3.675,1,0.17,0.000403,0.667,0.125,0.167,149.992,176800.0,4,8
+Joe Nichols,Brokenheartsville,59.0,0.686,0.631,10.0,-5.182,1,0.0232,0.126,0.000183,0.107,0.509,103.953,3.839333333,4,4
+Itay Levi,חוטים ומיקרופונים,21.0,0.7,0.701,2.0,-4.973,0,0.0414,0.199,,0.111,0.774,149.917,208917.0,4,9
+Orions Belte,Joe Frazier,44.0,0.432,0.63,7.0,-9.511,0,0.0384,0.0663,0.687,0.223,0.569,133.77,338613.0,4,6
+Sarit Hadad,כשהכל יגמר,42.0,0.52,0.305,8.0,-7.227,1,0.0384,0.791,,0.0882,0.53,101.335,173824.0,4,9
+The Darkness,All the Pretty Girls,30.0,0.248,0.943,7.0,-4.252,1,0.172,0.000119,0.00428,0.136,0.378,172.435,198347.0,4,10
+Brittany Howard,Stay High,54.0,0.598,0.853,9.0,-5.373,1,0.0545,0.132,0.00297,0.132,0.312,121.988,191396.0,1,10
+If We Were Vampires,Jason Isbell and the 400 Unit,,0.629,0.208,5.0,-16.225,1,0.0324,0.824,3.7e-06,0.107,0.685,96.609,3.592733333,4,0
+Erik Ekholm,Extinction,36.0,0.437,0.776,7.0,-9.259,1,0.0348,0.000153,0.816,0.0989,0.193,140.021,243857.0,4,8
+Sean Ono Lennon,Parachute,43.0,0.538,0.532,6.0,-9.61,0,0.0249,0.555,7.27e-05,0.118,0.433,77.018,199320.0,4,10
+Nick Cave & The Bad Seeds,Tupelo - 2009 Remastered Version,38.0,0.504,0.69,5.0,-10.309,0,0.0849,0.0553,0.0365,0.255,0.577,109.038,438227.0,4,10
+FKA twigs,mary magdalene,56.0,0.391,0.444,1.0,-13.137,0,0.119,0.488,3.26e-05,0.111,0.159,171.831,321067.0,5,6
+Glom,Immortalized,14.0,0.491,0.835,4.0,-6.445,1,0.0416,0.0466,0.289,0.261,0.504,118.447,183366.0,3,10
+"Antonín Dvořák, Busch Trio, Maria Milstein, Miguel Da Silva","Bagatelles, Op. 47: IV. Canon (Andante con moto)",23.0,0.121,0.0825,4.0,-24.735,1,0.0537,0.935,0.662,0.107,0.0735,75.31,2.395333333,3,7
+Paul McCartney,Seize The Day (feat. Phoebe Bridgers),58.0,0.214,0.457,1.0,-10.538,0,0.0502,0.627,0.0191,0.108,0.432,178.011,209421.0,4,6
+AC/DC,Highway to Hell,83.0,0.574,0.913,6.0,-4.793,0,0.133,0.061,0.00158,0.156,0.423,115.728,208400.0,4,8
+Lata Mangeshkar,Jeevan Ke Safar Mein Rahi - Female Vocals,3.0,0.521,0.39,5.0,-6.973,1,0.0319,0.833,,0.295,0.464,102.272,2.562216667,4,3
+"Sandeep Chowta, Abhay Nayampally, Alex Sill, Anthony Crawford",Kaleidoscope,11.0,0.55,0.486,5.0,-11.0,1,0.0264,0.62,0.821,0.171,0.311,79.988,4.05,4,0
+Hiatus Kaiyote,Red Room,64.0,0.687,0.361,7.0,-9.782,1,0.0501,0.631,0.00479,0.117,0.453,80.935,232053.0,4,1
+Yuval Dayan,תשאל את המים,39.0,0.653,0.523,8.0,-10.083,1,0.0576,0.326,0.00539,0.373,0.35,89.024,187053.0,4,9
+Arlo Parks,Eugene,65.0,0.606,0.589,7.0,-7.194,0,0.0456,0.75,0.0102,0.0922,0.889,174.285,221804.0,4,6
+Volumes,Pixelate,40.0,0.376,0.956,1.0,-4.936,1,0.0921,7.25e-05,0.112,0.117,0.406,200.211,190436.0,3,8
+Jasta,Strength to Draw the Line,41.0,0.353,0.994,6.0,-3.38,1,0.204,0.0002,,0.39,0.154,184.932,168164.0,4,8
+Mudvayne,Dig,64.0,0.623,0.983,11.0,-3.548,0,0.151,9.62e-05,0.0617,0.261,0.271,134.975,162293.0,4,8
+Mick Fleetwood and Friends,Rattlesnake Shake (with Steven Tyler & Billy Gibbons) - Live from The London Palladium,38.0,0.492,0.871,2.0,-8.919,1,0.0623,0.0157,0.00405,0.847,0.354,106.399,289800.0,4,2
+Westy,Residence,12.0,0.618,0.448,9.0,-10.248,0,0.0676,0.027,0.767,0.0924,0.074,107.181,167889.0,3,5
+Gracie Abrams,Brush Fire,7.0,0.528,0.367,2.0,-9.227,1,0.055,0.878,0.000146,0.0795,0.293,128.715,190427.0,4,9
+Deap Vally,Bring It On,38.0,0.612,0.622,2.0,-6.698,1,0.0559,0.266,0.000677,0.174,0.594,81.972,179268.0,4,10
+Hether,Sex Wax,43.0,0.722,0.85,1.0,-4.967,0,0.0542,0.000554,0.61,0.546,0.809,133.055,216677.0,4,1
+Confusing Paradise,Skylla,34.0,0.533,0.942,10.0,-6.067,0,0.0722,3.9e-05,0.704,0.106,0.0469,120.012,258429.0,4,8
+Nothing But Thieves,Sorry,63.0,0.667,0.776,8.0,-4.535,0,0.0281,0.00238,4.52e-05,0.134,0.519,128.005,214707.0,4,10
+LCY,Decay,17.0,0.172,0.236,1.0,-17.666,1,0.0394,0.715,0.765,0.148,0.034,123.078,206222.0,4,6
+Westlife,You Must Have Had A Broken Heart,,0.447,0.581,4.0,-4.513,1,0.0315,0.511,,0.126,0.261,143.798,4.026666667,4,9
+KISS,I Was Made For Lovin' You,79.0,0.768,0.852,4.0,-6.215,1,0.038,0.214,7.36e-05,0.0723,0.867,128.373,271240.0,4,9
+Aya Zahavi Feiglin,לא לבכות,25.0,0.541,0.458,2.0,-7.742,1,0.0257,0.216,0.00159,0.144,0.292,145.013,220410.0,4,9
+Black Violin,Stereotypes,31.0,0.338,0.58,2.0,-8.703,0,0.0573,0.506,7.76e-05,0.147,0.262,157.801,209667.0,4,5
+Kaiser Chiefs,Ruby,62.0,0.443,0.934,5.0,-3.398,0,0.0501,0.00604,6.66e-06,0.0779,0.401,93.43,202800.0,4,10
+Sarit Hadad,יאללה לך הביתה מוטי,28.0,0.722,0.896,7.0,-4.581,0,0.0365,0.144,3.49e-06,0.196,0.928,114.008,201227.0,4,9
+IMMERSE,With You,41.0,0.448,0.526,4.0,-8.513,0,0.0292,0.0069,0.139,0.208,0.119,100.007,186503.0,4,10
+Ina Wroldsen,Haloes - Acoustic,52.0,0.801,0.383,3.0,-6.098,1,0.0323,0.826,,0.113,0.564,100.033,182502.0,4,9
+Itzik Kala,מאמי מאמי,20.0,0.78,0.603,2.0,-12.064,0,0.0376,0.22,2.39e-05,0.336,0.836,145.486,286800.0,4,9
+The Vines,Outtathaway,45.0,0.505,0.948,7.0,-4.724,1,0.0659,0.00018,0.00313,0.128,0.594,133.561,182907.0,4,10
+Villain of the Story,Animals,40.0,0.553,0.977,,-3.271,1,0.0629,0.000468,0.0397,0.0713,0.632,153.868,182338.0,4,8
+Sentenced,Noose,45.0,0.53,0.893,7.0,-5.426,0,0.0704,0.00027,0.37,0.095,0.585,135.076,241267.0,4,8
+Marianne Faithfull,It's All Over Now Baby Blue,53.0,0.651,0.414,2.0,-10.572,1,0.0301,0.524,0.00267,0.118,0.445,111.175,3.83266667,4,0
+Infinity Ripple,Torn Apart,39.0,0.149,0.0366,1.0,-22.291,1,0.0382,0.755,0.88,0.121,0.121,89.643,3.009833333,3,7
+Johnny B. Moore,Lonesome Blues,32.0,0.439,0.326,,-14.278,1,0.0348,0.448,0.000518,0.135,0.548,159.619,443053.0,3,2
+Lil Skies,Ice Water (feat. Trippie Redd),66.0,0.712,0.671,4.0,-7.198,0,0.112,0.125,,0.0954,0.446,160.028,180325.0,4,9
+Swamp Dogg,"Sleeping Without You Is a Dragg (feat. Justin Vernon, Jenny Lewis)",41.0,0.674,0.313,5.0,-11.384,1,0.0425,0.289,0.0803,0.091,0.514,77.019,241773.0,4,2
+Savel,Forgetting - Tennyson Remix,36.0,0.348,0.45,6.0,-13.748,1,0.0501,0.37,0.947,0.137,0.141,171.042,212992.0,3,1
+Rexx Life Raj,Aura (feat. Kojey Radical),48.0,0.731,0.693,1.0,-7.372,0,0.0893,0.603,0.0677,0.111,0.798,161.991,203033.0,4,5
+Surfing,Enough,26.0,0.648,0.772,,-7.339,0,0.0445,0.504,0.0018,0.0379,0.944,91.999,177625.0,4,6
+Kartell,Crossing Paths,44.0,0.827,0.745,4.0,-6.832,0,0.0443,0.0762,0.83,0.0753,0.387,115.047,244707.0,4,6
+The Bloody Beetroots,My Name Is Thunder,54.0,0.457,0.95,2.0,-2.533,1,0.0776,0.000482,0.00189,0.141,0.27,128.034,167344.0,4,10
+Trace Kotik,Hesitant,18.0,0.44,0.477,10.0,-11.709,1,0.0399,0.77,0.584,0.259,0.254,132.082,300816.0,4,6
+Ov Sulfur,Behind the Hand of God,34.0,0.454,0.993,6.0,-2.521,1,0.205,0.00104,0.000315,0.36,0.149,130.032,200308.0,3,8
+black midi,953,46.0,0.272,0.909,6.0,-4.921,1,0.111,0.00202,0.145,0.286,0.245,124.227,320667.0,4,10
+Lauren Sanderson,QUEEN BEE,46.0,0.8,0.627,7.0,-8.477,1,0.0585,0.101,,0.19,0.862,120.036,148250.0,4,10
+my bloody valentine,Soon,50.0,0.431,0.927,6.0,-9.072,0,0.0432,5.99e-06,0.869,0.42,0.632,109.55,419307.0,4,10
+"Antonio Vivaldi, Raphael Wallfisch, City of London Sinfonia, Nicholas Kraemer","Cello Concerto in C Major, RV 398: II. Largo",34.0,0.352,0.03,9.0,-23.518,0,0.0401,0.979,0.838,0.109,0.22,114.834,1.75,3,7
+Ouzo Bazooka,Space Camel,38.0,0.483,0.931,,-5.787,1,0.0319,0.00181,0.0427,0.236,0.887,91.575,397813.0,4,1
+Joyner Lucas,Zim Zimma,65.0,0.883,0.621,11.0,-6.063,0,0.212,0.0871,,0.499,0.676,149.052,239702.0,4,5
+Mabel,Boyfriend - Acoustic,40.0,0.651,0.623,11.0,-5.183,0,0.0368,0.476,,0.302,0.523,92.934,239840.0,4,9
+Ozzy Osbourne,Crazy Train,20.0,0.453,0.905,9.0,-4.001,1,0.115,0.36,0.000569,0.26,0.474,137.571,4.93666667,4,10
+Keith Jarrett Trio,I Thought About You,45.0,0.337,0.0281,5.0,-28.315,1,0.0327,0.89,0.325,0.184,0.0804,101.031,4.027783333,4,7
+St. Vincent,The Melting Of The Sun,61.0,0.52,0.463,10.0,-10.429,1,0.0958,0.609,0.0014,0.426,0.469,159.931,257520.0,4,6
+Michael Swissa,מספר לא מזוהה,28.0,0.866,0.438,2.0,-10.146,1,0.447,0.0851,,0.21,0.841,139.982,101303.0,4,5
+Power Trip,Divine Apprehension,46.0,0.168,0.979,9.0,-3.963,0,0.184,8.44e-06,0.204,0.0644,0.153,169.925,257695.0,4,8
+Good Health Good Wealth,Guinness - Edit,19.0,0.366,0.61,8.0,-9.472,0,0.0483,0.00144,0.507,0.101,0.216,152.047,208463.0,4,6
+Grip,Chicken N Dumplins,52.0,0.677,0.596,4.0,-8.852,0,0.298,0.0798,,0.102,0.172,163.152,226174.0,4,5
+Omer Adam,תענה לה,30.0,0.774,0.687,,-6.204,0,0.0629,0.154,1.52e-06,0.0984,0.53,115.931,211293.0,4,9
+Advaita,Gamapani,6.0,0.677,0.736,4.0,-9.916,1,0.0432,0.274,0.146,0.195,0.974,129.933,1.365333333,4,0
+New Order,Blue Monday,70.0,0.762,0.651,,-13.34,1,0.0655,0.00198,0.856,0.111,0.941,130.395,449160.0,4,1
+Unknown Mortal Orchestra,Swim and Sleep (Like a Shark),60.0,0.766,0.806,8.0,-10.011,1,0.0403,0.124,0.171,0.119,0.76,123.509,165227.0,4,1
+FEVER 333,(The First Stone) Changes [feat. Yelawolf],37.0,0.689,0.869,2.0,-5.031,1,0.249,0.0124,4.57e-05,0.381,0.372,118.956,189743.0,4,10
+Billie Holiday,Strange Fruit,61.0,0.313,0.0437,6.0,-22.627,1,0.0315,0.989,0.148,0.209,0.0625,100.827,192867.0,1,5
+Chris Isaak,San Francisco Days,31.0,0.486,0.527,,-8.272,1,0.027,0.265,1.26e-05,0.158,0.534,133.993,2.994,4,0
+Motorjesus,Hellbreaker,35.0,0.527,0.944,5.0,-4.763,0,0.0519,0.000105,,0.0915,0.534,125.009,247747.0,4,10
+"Jubin Nautiyal, Gourov Dasgupta","Hanjugam (From ""Bhuj The Pride Of India"")",55.0,0.549,0.665,4.0,-3.603,1,0.0288,0.129,,0.0886,0.465,94.959,3.7571,4,3
+The Teskey Brothers,Never Tear Us Apart,48.0,0.311,0.583,,-5.068,1,0.0343,0.846,0.172,0.124,0.324,188.873,204605.0,3,2
+Carlos Cano,A Rafael de León,19.0,0.404,0.266,4.0,-12.272,1,0.0399,0.958,2.72e-05,0.11,0.322,100.831,349240.0,4,9
+Tui,La la la,26.0,0.576,0.749,1.0,-5.768,1,0.0308,0.0187,,0.122,0.434,95.999,241027.0,4,6
+Little Milton,Guitar Man,15.0,0.623,0.675,5.0,-4.903,0,0.112,0.414,1.81e-06,0.0442,0.83,170.601,257560.0,4,2
+Houston Stackhouse,Cool Drink Of Water,29.0,0.538,0.0814,5.0,-18.022,1,0.0788,0.989,0.000334,0.0935,0.26,174.765,196827.0,4,2
+Parkway Drive,Carrion,58.0,0.228,0.969,6.0,-4.07,0,0.1,0.000275,,0.0982,0.428,155.212,187960.0,4,8
+Fab Samperi,That's Alright,21.0,0.816,0.771,2.0,-6.414,1,0.0342,0.276,0.00242,0.157,0.893,109.965,161253.0,4,2
+Wanda Jackson,Funnel Of Love,53.0,0.6,0.593,,-9.799,1,0.0452,0.726,,0.399,0.912,134.979,128427.0,4,6
+The Pineapple Thief,Demons,40.0,0.607,0.503,1.0,-12.523,1,0.0283,0.116,0.183,0.0625,0.354,140.031,273921.0,4,10
+The Red Jumpsuit Apparatus,Cat And Mouse,54.0,0.466,0.653,,-4.583,1,0.0298,0.0157,,0.263,0.205,143.034,208907.0,3,10
+Green Day,Still Breathing,62.0,0.54,0.902,1.0,-3.577,1,0.0442,0.0142,,0.0756,0.692,75.033,224760.0,4,10
+Shalom Gad,ההונאה של המאה,20.0,0.353,0.546,11.0,-7.88,0,0.0307,0.255,,0.121,0.48,93.056,174683.0,4,6
+Palm Reader,A Bird and Its Feathers,20.0,0.445,0.776,9.0,-7.21,1,0.0399,0.00237,0.799,0.0636,0.0503,134.895,392507.0,3,8
+Not Dead Yet,Lord Huron,61.0,0.491,0.809,10.0,-7.68,1,0.0332,0.33,0.158,0.0874,0.656,74.008,2.9561,4,0
+Kickin Valentina,End Of The Road,38.0,0.559,0.875,9.0,-6.894,1,0.0367,7.69e-06,0.0125,0.359,0.626,133.03,252213.0,4,10
+Angel Bat Dawid,Harkening Etudes,22.0,0.622,0.394,10.0,-11.777,1,0.115,0.835,0.0181,0.182,0.243,120.089,1083755.0,5,6
+Oliver Tree,Let Me Down,69.0,0.457,0.648,7.0,-5.762,1,0.0552,0.0114,1.69e-05,0.212,0.736,160.021,111210.0,4,10
+Stroke 9,Little Black Backpack - Remastered,51.0,0.453,0.847,7.0,-4.918,1,0.0515,0.000136,,0.0988,0.319,118.077,224939.0,4,10
+Sports,The Look,46.0,0.818,0.867,10.0,-4.864,0,0.0756,0.0725,0.842,0.0613,0.921,117.003,236496.0,4,1
+Montaña,Andes,23.0,0.461,0.551,8.0,-8.121,0,0.0307,0.194,0.763,0.0916,0.212,158.088,209971.0,3,10
+Imagine Dragons,Blank Space/Stand By Me - Live From Spotify London,63.0,0.774,0.553,9.0,-6.815,1,0.0823,0.379,,0.739,0.514,102.055,5.057233333,4,9
+The Cold Stares,Head Bent,33.0,0.563,0.939,1.0,-7.322,1,0.061,0.000633,0.00673,0.287,0.587,112.48,154507.0,1,10
+Coal Chamber,Sway,48.0,0.486,0.763,7.0,-6.719,1,0.111,0.00154,0.047,0.0612,0.342,133.929,215133.0,4,8
+Avril Lavigne,Keep Holding On,65.0,0.162,0.786,7.0,-2.353,1,0.038,0.0374,,0.143,0.138,161.192,239907.0,3,10
+Aya Zahavi Feiglin,גיטרה ופסנתר,27.0,0.594,0.554,,-6.215,0,0.0314,0.385,0.000603,0.0962,0.507,134.041,228215.0,4,10
+Sam Hunt,Body Like A Back Road,75.0,0.732,0.458,5.0,-7.225,1,0.0311,0.447,,0.136,0.661,98.938,2.75645,4,4
+Josh Turner,Would You Go With Me,76.0,0.605,0.864,6.0,-5.365,1,0.0292,0.13,0.000827,0.113,0.736,122.918,3.803116667,4,4
+Wig Wam,Kilimanjaro,33.0,0.448,0.585,1.0,-12.226,1,0.0284,0.000604,0.546,0.0632,0.399,84.994,235727.0,4,8
+Gary Moore,Parisienne Walkways,55.0,0.149,0.243,9.0,-13.188,0,0.0305,0.3,0.00506,0.12,0.215,174.451,200640.0,3,10
+Sia,1+1,68.0,0.862,0.641,,-4.109,1,0.0442,0.12,1.04e-05,0.336,0.674,109.998,178656.0,4,9
+Blackstratblues,Tiny Bit of Sky,27.0,0.488,0.327,7.0,-11.4,1,0.0293,0.858,0.759,0.206,0.2,175.945,319652.0,4,6
+BROCKHAMPTON,BUZZCUT (feat. Danny Brown),66.0,0.717,0.758,2.0,-5.576,0,0.268,0.0791,7.08e-06,0.293,0.252,91.983,201160.0,4,5
+gabriel black,king of the nosebleeds,57.0,0.549,0.502,10.0,-6.781,1,0.0308,0.339,,0.122,0.371,157.041,162997.0,4,9
+David Keenan,The Healing,17.0,0.396,0.415,6.0,-7.271,0,0.0715,0.571,1.83e-05,0.0894,0.539,166.706,200920.0,4,1
+Ikiatari,Gatatttack!,25.0,0.466,0.654,3.0,-7.545,0,0.0346,0.337,0.331,0.123,0.693,156.874,204906.0,4,10
+Mountain,"Waiting To Take You Away - Live at Woodstock, Bethel, NY - August 1969",25.0,0.255,0.586,7.0,-8.314,1,0.044,0.147,0.0171,0.97,0.334,164.121,279840.0,4,10
+Spock's Beard,To Breathe Another Day,29.0,0.468,0.967,2.0,-5.143,1,0.0884,0.00364,0.00013,0.519,0.486,140.029,338093.0,1,10
+Ghostemane,Lazaretto,59.0,0.542,0.923,9.0,-5.924,1,0.306,0.00334,0.505,0.397,0.321,149.883,113333.0,4,10
+The Naked And Famous,Punching In A Dream,62.0,0.473,0.883,6.0,-3.65,1,0.047,0.00201,0.000967,0.142,0.164,115.048,238133.0,4,6
+Syberia,Empire of Oppression,29.0,0.369,0.897,7.0,-8.644,1,0.0528,3.06e-05,0.732,0.0805,0.255,169.985,367547.0,4,8
+Omer Adam,וואי,38.0,0.603,0.499,11.0,-7.448,0,0.035,0.523,,0.091,0.331,144.005,188241.0,4,9
+Yuval Banay,החיים זה עכשיו,18.0,0.656,0.928,5.0,-3.757,0,0.114,0.158,,0.0596,0.821,131.916,245909.0,4,10
+P.O.D.,Alive - 2006 Remaster,57.0,0.409,0.952,2.0,-3.761,0,0.0756,1.23e-05,0.000156,0.31,0.55,80.899,203693.0,4,8
+The Jesus and Mary Chain,Reverence,,0.444,0.991,11.0,-5.412,0,0.101,1.65e-05,0.787,0.118,0.665,104.882,220693.0,4,10
+Sarit Hadad,ככה בלי שלום,47.0,0.63,0.496,8.0,-9.303,0,0.0339,0.319,,0.0821,0.419,139.878,223071.0,4,9
+Yuval Dayan,אחכה לך,33.0,0.533,0.415,1.0,-10.708,0,0.0454,0.879,0.000488,0.141,0.264,137.571,234900.0,4,9
+Meshuggah,Bleed,60.0,0.242,0.998,3.0,-5.64,0,0.0895,8.12e-06,0.88,0.284,0.18,114.831,442733.0,4,8
+Weezer,Hash Pipe,5.0,0.578,0.883,7.0,-6.354,1,0.0439,0.000123,0.459,0.284,0.627,125.603,186533.0,4,6
+Carson Beyer,Bones,50.0,0.423,0.748,7.0,-3.681,1,0.0318,0.0343,,0.218,0.144,175.948,237923.0,4,10
+Future Islands,For Sure,59.0,0.587,0.766,10.0,-5.735,1,0.0305,0.0406,0.249,0.0833,0.758,134.977,205246.0,4,6
+Citizen King,Better Days (And the Bottom Drops Out),58.0,0.758,0.896,9.0,-3.311,1,0.0501,0.173,3.18e-05,0.136,0.797,94.911,207027.0,4,10
+Tears For Fears,Woman In Chains,68.0,0.434,0.609,5.0,-8.295,1,0.0306,0.0232,0.00108,0.0557,0.372,159.994,391000.0,4,10
+Imperio Argentina,Falsa Moneda,23.0,0.554,0.431,7.0,-5.89,1,0.0962,0.912,7.54e-05,0.397,0.418,116.303,217133.0,4,9
+Allman Brothers Band,Blue Sky,63.0,0.491,0.47,4.0,-13.45,1,0.0264,0.747,0.747,0.128,0.846,93.964,311704.0,4,10
+Brooks & Dunn,Play Something Country,59.0,0.685,0.909,,-3.797,1,0.032,0.0782,1.25e-06,0.369,0.864,115.043,3.259783333,4,4
+Black Pistol Fire,Fleet Foot,38.0,0.335,0.959,7.0,-3.864,1,0.258,0.0117,,0.157,0.207,106.685,196360.0,4,10
+Walking On Cars,Catch Me If You Can,50.0,0.508,0.844,2.0,-5.989,1,0.0454,0.00329,0.093,0.118,0.303,129.031,261491.0,4,10
+Kills Birds,Volcano,38.0,0.274,0.984,7.0,-3.378,1,0.29,0.00155,0.0503,0.314,0.359,169.235,168824.0,4,10
+Clairy Browne & The Bangin' Rackettes,Love Letter,37.0,0.598,0.871,3.0,-3.614,0,0.102,0.535,,0.0801,0.544,126.856,184640.0,4,9
+Frances Forever,space girl (feat. chloe moriondo),58.0,0.661,0.407,9.0,-8.643,1,0.0295,0.566,0.000116,0.185,0.227,125.993,232600.0,4,9
+Eric Von Schmidt,Turtle Beach,35.0,0.535,0.141,5.0,-16.568,1,0.0325,0.968,0.0738,0.0932,0.536,95.664,233933.0,4,2
+The Magnetic Fields,The Book of Love,32.0,0.485,0.262,7.0,-13.286,1,0.0263,0.978,5.99e-05,0.117,0.332,98.536,2.70688333,4,0
+The Cash Box Kings,The Wine Talkin',17.0,0.627,0.859,9.0,-3.334,1,0.0975,0.722,,0.315,0.807,123.179,229507.0,4,2
+NanowaR of Steel,Uranus (feat. Michael Starr),39.0,0.549,0.92,8.0,-6.046,1,0.0497,0.00105,3.52e-05,0.0322,0.41,101.955,253390.0,4,8
+Walter Egan,Magnet and Steel,29.0,0.768,0.331,1.0,-14.248,0,0.0321,0.653,2.89e-05,0.0943,0.52,114.037,208107.0,3,10
+Pretty Sick,Bet My Blood,1.0,0.423,0.984,9.0,-4.261,0,0.1,2.29e-05,0.00676,0.321,0.199,103.218,179785.0,4,6
+Toby Keith,As Good As I Once Was,69.0,0.68,0.87,5.0,-4.461,1,0.0393,0.266,,0.109,0.646,119.075,3.797333333,4,4
+Carey Bell,Everything's Gonna Be All Right,34.0,0.692,0.625,,-10.375,1,0.0362,0.883,0.0888,0.282,0.842,118.774,279800.0,4,2
+L.A. Guns,The Ballad Of Jayne,53.0,0.474,0.369,6.0,-14.216,1,0.0296,0.0291,5.86e-05,0.128,0.156,61.207,274107.0,4,8
+Eddie Bo,Hard Times,,0.533,0.417,5.0,-14.248,1,0.0402,0.607,,0.252,0.739,143.935,148082.0,4,2
+I Prevail,Every Time You Leave,63.0,0.473,0.749,1.0,-5.047,0,0.0287,0.000466,5.5e-06,0.0883,0.167,150.022,216627.0,4,10
+The Black Keys,Crawling Kingsnake - Edit,56.0,0.395,0.824,5.0,-5.659,0,0.0317,0.0516,0.395,0.206,0.514,83.422,232049.0,4,1
+London Grammar,Wasting My Young Years,30.0,0.547,0.303,5.0,-10.344,0,0.0347,0.838,0.000615,0.0982,0.109,126.882,204246.0,4,6
+Temples,Shelter Song,47.0,0.493,0.898,9.0,-3.321,1,0.0372,0.000219,0.000109,0.173,0.536,126.054,190558.0,4,1
+THE SCOTTS,THE SCOTTS,82.0,0.716,0.537,,-7.648,0,0.0514,0.233,,0.157,0.28,129.979,165978.0,4,9
+Rose Cousins,Chains,42.0,0.381,0.593,2.0,-7.376,1,0.0382,0.396,0.00245,0.113,0.477,79.848,194571.0,4,2
+Semisonic,Secret Smile,59.0,0.551,0.516,10.0,-9.587,0,0.027,0.289,0.00015,0.0853,0.547,99.045,279813.0,4,10
+Betcha,July,55.0,0.607,0.658,6.0,-5.552,0,0.0262,0.0103,0.0224,0.0537,0.567,99.983,207587.0,4,10
+Young Stoner Life,Solid (feat. Drake),86.0,0.887,0.485,11.0,-9.358,0,0.2,0.0392,,0.141,0.328,125.987,215693.0,4,5
+Nirvana,The Man Who Sold The World,74.0,0.483,0.753,1.0,-8.937,0,0.0832,0.425,0.000142,0.257,0.42,115.102,261093.0,4,10
+IOU,Olivia Chaney,23.0,0.509,0.289,4.0,-8.3,1,0.0286,0.88,0.0036,0.111,0.156,158.799,4.05045,3,0
+"Ivan Bielsa, Timothy Reiger",Blue In Green,40.0,0.567,0.123,5.0,-16.546,1,0.0594,0.969,0.848,0.111,0.0492,113.205,2.490833333,4,7
+Armlock,Turf War,27.0,0.694,0.379,2.0,-14.014,1,0.0301,0.835,0.869,0.111,0.346,79.981,200020.0,4,6
+Atreyu,Catastrophe,59.0,0.54,0.968,5.0,-3.167,1,0.0766,0.00429,1.2e-05,0.111,0.354,130.015,164867.0,4,10
+The Killers,Be Still,55.0,0.548,0.254,3.0,-8.981,1,0.0314,0.59,1.55e-05,0.0937,0.0386,143.769,273240.0,4,10
+Benny Carter,Crazy Rhythm,12.0,0.634,0.637,7.0,-8.07,0,0.0542,0.272,0.251,0.0874,0.839,118.997,3.398883333,4,7
+Cedric Burnside,Coldwater,34.0,0.604,0.612,4.0,-6.92,1,0.0262,0.314,4.39e-05,0.104,0.375,102.969,247145.0,4,2
+Lando Burch,Disco Dad,37.0,0.672,0.808,,-6.657,1,0.325,2.74e-05,0.666,0.0655,0.646,123.053,300488.0,4,6
+Electric Enemy,Heartache Melody,42.0,0.393,0.926,1.0,-2.368,0,0.116,0.00195,0.0287,0.371,0.36,145.92,172140.0,4,10
+Seaway,Mrs. David,48.0,0.537,0.943,11.0,-4.505,1,0.0707,0.000132,6.16e-05,0.204,0.477,130.034,201500.0,4,10
+Slash,"Sweet Child O' Mine (feat. Myles Kennedy and The Conspirators) - Live at Spotify, London",58.0,0.566,0.538,6.0,-5.729,1,0.0346,0.406,0.000497,0.979,0.315,121.154,396968.0,4,10
+Lloyd Cole and the Commotions,Rattlesnakes,49.0,0.457,0.884,9.0,-9.954,1,0.0675,0.02,4.17e-05,0.09,0.682,151.747,207427.0,4,6
+The Black Crowes,Waitin' Guilty,42.0,0.359,0.938,,-4.182,1,0.0773,0.00364,9.04e-06,0.0972,0.378,113.468,184720.0,4,10
+Advaita,Mere Yaar,23.0,0.578,0.455,11.0,-11.265,1,0.0252,0.813,0.0532,0.112,0.217,99.988,3.763333333,4,0
+Shlomo Artzi,מנגב לך ת'דמעות,37.0,0.552,0.57,1.0,-6.973,0,0.0274,0.71,2.18e-06,0.0886,0.734,147.268,187413.0,4,10
+Nitin Sawhney,The Namesake Reprise,27.0,0.524,0.224,2.0,-11.612,1,0.0327,0.896,0.686,0.0937,0.148,130.093,304080.0,4,6
+Years & Years,Starstruck,74.0,0.555,0.879,9.0,-2.484,0,0.0983,0.011,,0.298,0.691,113.852,207755.0,4,9
+Ludacris,Stand Up,3.0,0.754,0.854,6.0,-4.192,1,0.328,0.344,,0.0825,0.772,99.095,216341.0,4,5
+Onslaught,Strike Fast Strike Hard,34.0,0.469,0.975,,-6.912,0,0.0706,2.87e-06,0.0851,0.293,0.502,105.003,278400.0,4,8
+Pixies,Wave of Mutilation,59.0,0.642,0.355,5.0,-14.196,1,0.0329,0.0951,3.44e-05,0.0865,0.725,180.26,180133.0,4,10
+ONR,It Gets To A Point,45.0,0.545,0.964,1.0,-4.326,1,0.0565,0.000114,3.87e-06,0.0842,0.698,142.002,233439.0,4,10
+Kid Ink,Red Light,55.0,0.829,0.619,9.0,-8.275,0,0.0996,0.0871,1.3e-06,0.119,0.217,102.025,160161.0,4,5
+Points of Conception,Transformation,23.0,0.441,0.984,,-3.449,1,0.167,7.71e-05,,0.0581,0.135,120.023,201625.0,4,8
+Tommy Johnson,Canned Heat Blues,32.0,0.747,0.162,2.0,-16.498,1,0.031,0.964,0.000291,0.132,0.716,93.09,219141.0,1,2
+Guns N' Roses,Paradise City,77.0,0.273,0.952,11.0,-8.762,1,0.0843,0.0169,0.0111,0.142,0.472,100.271,6.76066667,4,10
+Omer Adam,פעם בחיים,41.0,0.718,0.304,9.0,-10.176,1,0.0688,0.772,,0.141,0.556,99.788,243187.0,4,9
+The Dandy Warhols,Ride,33.0,0.11,0.729,9.0,-7.247,1,0.0395,0.000413,0.137,0.108,0.498,182.476,249963.0,4,10
+Me And That Man,My Church Is Black,40.0,0.38,0.843,4.0,-2.939,0,0.0346,0.0279,0.519,0.113,0.306,106.149,178987.0,4,2
+The Mayries,Voices,48.0,0.481,0.175,11.0,-15.214,1,0.03,0.882,,0.114,0.207,110.224,186129.0,4,9
+Yonatan Rozen,אוטומוביל,33.0,0.765,0.813,2.0,-4.76,1,0.0398,0.102,,0.0701,0.624,94.088,217200.0,4,6
+Johnny Cash,One Piece at a Time,58.0,0.721,0.539,10.0,-14.064,1,0.351,0.685,,0.282,0.963,102.648,241813.0,4,10
+LPB Poody,Batman,78.0,0.893,0.565,1.0,-4.74,1,0.268,0.0754,,0.0375,0.808,81.009,156432.0,4,9
+VED,Ett visst f√§ngelse,18.0,0.546,0.918,8.0,-10.854,0,0.0328,0.063,0.946,0.403,0.956,90.103,277313.0,4,6
+Soundgarden,The Day I Tried To Live,58.0,0.472,0.752,,-6.051,1,0.0555,0.000164,0.181,0.0903,0.305,133.248,320107.0,4,10
+Jonas Blue,Younger,64.0,0.784,0.845,3.0,-2.793,1,0.0596,0.286,1.59e-05,0.074,0.888,105.981,194721.0,4,9
+Tropidelic,Cali,45.0,0.646,0.807,5.0,-5.169,1,0.0353,0.00445,,0.108,0.825,142.038,223348.0,4,10
+Michael Kiwanuka,Hero,57.0,0.532,0.942,4.0,-3.395,0,0.0348,0.0232,0.848,0.104,0.533,95.065,199133.0,4,9
+Skindred,Nobody,59.0,0.627,0.91,10.0,-4.629,0,0.052,0.018,,0.369,0.751,97.867,236013.0,4,8
+Crossfaith,RedZone,47.0,0.405,0.943,6.0,-5.399,0,0.0929,7.95e-05,0.000672,0.159,0.521,175.008,227707.0,4,10
+The 1975,People,51.0,0.492,0.926,,-5.257,1,0.188,3.74e-05,0.0187,0.475,0.479,149.957,160008.0,4,10
+N.O.R.E.,N.O.R.E.,48.0,0.881,0.622,10.0,-7.366,0,0.307,0.00137,,0.0524,0.708,93.455,194973.0,4,5
+Pink Sweat$,At My Worst (feat. Kehlani),74.0,0.731,0.484,,-5.579,1,0.0354,0.73,3.01e-06,0.326,0.35,92.043,169128.0,4,9
+"Christone ""Kingfish"" Ingram",Listen,35.0,0.617,0.593,4.0,-7.761,1,0.028,0.385,0.000123,0.137,0.614,95.086,329237.0,4,2
+NTMY,Ransom,48.0,0.806,0.149,8.0,-14.023,0,0.0583,0.924,,0.111,0.635,112.001,166699.0,4,9
+Rory Gallagher,Bourbon,17.0,0.301,0.813,11.0,-8.145,1,0.0459,0.0949,0.001,0.308,0.563,158.675,234901.0,4,2
+Cheap Trick,The Flame,66.0,0.629,0.581,4.0,-11.856,1,0.027,0.513,2.06e-06,0.0755,0.359,97.074,338800.0,4,10
+Dispatch,Only the Wild Ones,63.0,0.492,0.7,8.0,-7.001,1,0.0437,0.413,0.00013,0.0996,0.605,110.741,253165.0,4,10
+"Kina Grannis, Imaginary Future",God Only Knows,58.0,0.658,0.125,8.0,-15.901,1,0.0323,0.877,,0.287,0.507,106.686,2.2757,4,0
+Cosmo Sheldrake,Skylark,36.0,0.79,0.143,9.0,-17.285,1,0.39,0.948,2.65e-05,0.339,0.589,119.964,135040.0,3,6
+Eagles,Take It to the Limit - 2013 Remaster,66.0,0.435,0.423,11.0,-8.795,1,0.024,0.0916,0.000659,0.132,0.451,91.137,287091.0,3,10
+Son Little,belladonna,37.0,0.586,0.401,6.0,-11.063,0,0.223,0.128,0.00472,0.263,0.405,115.951,195341.0,4,2
+Pee Wee Crayton,Let The Good Times Roll,36.0,0.619,0.839,9.0,-10.204,1,0.416,0.265,0.00363,0.0789,0.743,162.385,173000.0,4,2
+"Barbara Mandrell, George Jones","I Was Country When Country Wasn't Cool - Live At The Roy Acuff Theater Nashville, TN, 1981",47.0,0.597,0.473,,-14.271,1,0.0318,0.0759,0.000119,0.937,0.533,105.031,3.67,4,4
+Philip Sayce Group,Morning Star,41.0,0.393,0.913,8.0,-5.009,1,0.0713,0.00683,0.00328,0.0547,0.651,78.157,309533.0,4,10
+MO3,Outside,63.0,0.57,0.431,9.0,-8.685,0,0.178,0.583,,0.105,0.433,154.918,215496.0,4,5
+Ryan Adams,Wonderwall,60.0,0.321,0.22,7.0,-12.608,0,0.0352,0.828,0.00398,0.0873,0.301,157.037,248280.0,4,10
+Altin Gün,Kara Toprak,46.0,0.792,0.634,4.0,-11.178,0,0.0723,0.116,0.162,0.065,0.556,90.04,252036.0,4,10
+Iggy Pop,The Passenger,73.0,0.498,0.889,,-5.413,1,0.0546,0.0947,1.62e-06,0.733,0.696,134.88,283360.0,4,1
+Bobby Verne,Red Hot Car,27.0,0.299,0.578,9.0,-7.567,1,0.0341,0.67,7.1e-05,0.125,0.707,90.612,154680.0,4,10
+Good Thing,Maple Glider,33.0,0.704,0.2,8.0,-12.217,0,0.035,0.755,0.00186,0.126,0.139,111.947,4.207583333,4,0
+Peeping Drexels,Pit,11.0,0.599,0.617,8.0,-9.81,1,0.0425,0.0209,5e-06,0.146,0.279,135.002,239107.0,4,6
+Justin Timberlake,SexyBack (feat. Timbaland),80.0,0.967,0.583,7.0,-5.562,0,0.0789,0.0584,,0.0519,0.964,117.0,242733.0,4,9
+Beartooth,Devastation,63.0,0.501,0.988,1.0,-3.339,1,0.12,6.02e-05,5.54e-05,0.394,0.192,94.953,221748.0,4,10
+M-Beat,Incredible,54.0,0.807,0.903,4.0,-11.09,1,0.113,0.211,3.13e-06,0.0565,0.94,165.034,269867.0,4,5
+Moshe Peretz,אשמור עלייך,25.0,0.684,0.892,1.0,-3.262,0,0.0508,0.122,,0.415,0.854,126.004,244187.0,4,9
+The Strangeloves,I Want Candy,41.0,0.669,0.848,8.0,-10.072,0,0.03,0.0273,0.0869,0.0881,0.661,102.048,177507.0,4,6
+Genesis Owusu,Gold Chains,43.0,0.66,0.708,10.0,-9.142,1,0.117,0.101,0.00185,0.0869,0.908,75.219,218307.0,4,6
+The Vaccines,If You Wanna,64.0,0.353,0.866,2.0,-3.274,1,0.0392,3.03e-05,3e-05,0.295,0.544,165.215,174013.0,4,10
+Bonded,Suit Murderer,10.0,0.496,0.984,11.0,-3.899,0,0.136,3.41e-05,0.000335,0.368,0.247,107.48,252840.0,4,8
+Moshe Peretz,ברצלונה,32.0,0.557,0.674,4.0,-4.547,0,0.0328,0.0484,,0.105,0.362,143.886,218478.0,4,9
+Don Rimini,Let Me Back Up - Crookers Tetsujin Remix,26.0,0.764,0.961,2.0,-3.658,1,0.0559,0.172,0.0524,0.0473,0.432,126.008,351095.0,4,1
+Imperia,Starlight,45.0,0.51,0.944,5.0,-5.773,0,0.0385,5.68e-05,0.000167,0.228,0.635,109.985,326160.0,4,8
+Steep Canyon Rangers,Honey on My Tongue,47.0,0.409,0.566,,-6.234,1,0.0347,0.582,3.51e-06,0.11,0.423,181.783,203347.0,4,1
+Shemekia Copeland,Promised Myself,31.0,0.602,0.324,4.0,-7.498,1,0.0479,0.57,,0.108,0.261,124.136,319458.0,3,2
+Passafire,Greatest Hits,43.0,0.693,0.538,7.0,-6.191,1,0.0557,0.207,,0.109,0.821,95.992,175440.0,4,10
+Reese Quartet,Lost and Found,55.0,0.488,0.153,5.0,-17.966,1,0.033,0.918,0.384,0.141,0.155,143.907,3.441083333,4,7
+Ozzy Osbourne,Straight to Hell,55.0,0.436,0.761,8.0,-2.43,1,0.0506,0.00127,0.00403,0.173,0.282,142.027,225027.0,4,8
+serpentwithfeet,Fellowship,50.0,0.861,0.642,7.0,-8.634,0,0.0793,0.421,0.000262,0.0828,0.775,113.976,219320.0,4,9
+Briston Maroney,It's Still Cool If You Don't,56.0,0.597,0.655,9.0,-6.188,1,0.0299,0.00473,5.15e-05,0.607,0.36,121.06,237413.0,4,1
+Transatlantic,Heart Like a Whirlwind,35.0,0.393,0.895,10.0,-6.187,1,0.0524,0.00416,1.13e-06,0.71,0.281,131.256,311267.0,4,8
+Fleece,Do U Mind? (Leave the Light On),55.0,0.625,0.358,5.0,-8.545,0,0.0279,0.309,0.0171,0.11,0.238,84.609,222929.0,4,6
+Paul Simon,Father and Daughter,54.0,0.775,0.56,4.0,-7.085,1,0.0314,0.195,0.000863,0.183,0.811,106.003,251187.0,4,10
+Arca,Mequetrefe,49.0,0.674,0.823,,-8.654,1,0.202,0.0199,1.25e-05,0.666,0.673,94.118,140742.0,4,6
+Attila,Clarity,57.0,0.45,0.993,6.0,-2.216,1,0.292,3.45e-05,0.0308,0.451,0.217,160.029,211875.0,4,8
+Maudits,Verloren Strijd,22.0,0.189,0.872,2.0,-4.918,1,0.0528,3.16e-05,0.9,0.125,0.122,109.953,315856.0,4,8
+Laura Marling,Strange Girl,54.0,0.682,0.74,2.0,-9.886,1,0.0445,0.286,2.13e-06,0.0812,0.904,98.999,201893.0,4,1
+Boston,More Than a Feeling,79.0,0.377,0.682,7.0,-8.039,1,0.0299,0.000894,0.00217,0.0504,0.288,108.736,285133.0,4,10
+Dan Mangan,Fool For Waiting,42.0,0.325,0.342,7.0,-8.86,1,0.0358,0.748,6.63e-05,0.101,0.264,92.08,243193.0,4,9
+Hermie,I Will Wait For You,40.0,0.44,0.114,2.0,-18.43,0,0.037,0.953,0.849,0.119,0.144,92.895,2.2809,4,7
+Kelsea Ballerini,Peter Pan,64.0,0.514,0.659,1.0,-6.142,1,0.0309,0.0284,,0.266,0.463,76.483,3.334,4,4
+Charli XCX,pink diamond,5.0,0.675,0.787,11.0,-2.468,0,0.334,0.0693,,0.0494,0.647,140.959,124067.0,4,6
+P!nk,Just Give Me a Reason (feat. Nate Ruess),82.0,0.778,0.547,2.0,-7.273,1,0.0489,0.346,0.000302,0.132,0.441,95.002,242733.0,4,9
+Gwendolyn Brooks,"Beverly Hills, Chicago",10.0,0.587,0.0595,11.0,-26.964,1,0.73,0.857,,0.128,0.376,172.18,136867.0,3,5
+West Thebarton,Moving Out,31.0,0.489,0.925,7.0,-4.679,1,0.0644,7.37e-05,0.00543,0.347,0.651,169.832,172387.0,4,10
+Porridge Radio,Strong Enough,29.0,0.405,0.715,,-8.197,1,0.0374,0.541,0.223,0.0819,0.116,132.407,191267.0,4,6
+Arrested Youth,The Kid I Used to Know,63.0,0.639,0.776,9.0,-4.61,1,0.0829,0.0731,1.97e-06,0.18,0.267,160.101,145801.0,4,10
+Eyal Golan,רכבת הרים,43.0,0.643,0.378,10.0,-9.741,0,0.0301,0.792,,0.129,0.484,126.052,170000.0,4,9
+Trapdoor,Valhöll,33.0,0.52,0.761,2.0,-6.873,0,0.0304,0.000596,0.306,0.178,0.276,118.908,358000.0,4,10
+Yung Mal,Wassup With Me (feat. G Herbo),32.0,0.841,0.843,11.0,-8.777,0,0.374,0.0586,,0.102,0.652,89.996,202206.0,4,5
+The Warning,Survive,42.0,0.628,0.795,11.0,-6.941,0,0.0282,0.00406,1.36e-05,0.132,0.731,134.999,308387.0,4,10
+Nicki Minaj,Seeing Green (with Drake & Lil Wayne),80.0,0.573,0.867,5.0,-2.876,0,0.168,0.0853,,0.38,0.231,74.861,339506.0,4,9
+Sleater-Kinney,A New Wave,36.0,0.32,0.932,7.0,-4.85,1,0.0992,0.0024,0.0145,0.508,0.607,173.83,218533.0,4,1
+Skegss,Fantasising,47.0,0.176,0.962,5.0,-3.139,1,0.103,1.66e-05,0.522,0.321,0.425,153.951,206733.0,4,10
+Kinneret,No Wind Resistance!,63.0,0.692,0.494,1.0,-12.232,0,0.0581,0.234,0.00453,0.122,0.469,139.874,198924.0,4,9
+Post Malone,Circles,88.0,0.695,0.762,,-3.497,1,0.0395,0.192,0.00244,0.0863,0.553,120.042,215280.0,4,9
+No Vacation,Yam Yam,64.0,0.445,0.591,7.0,-9.004,0,0.0316,0.319,0.766,0.107,0.0774,137.864,216038.0,4,6
+Little Feat,The Weight,30.0,0.334,0.884,7.0,-4.923,1,0.0399,0.135,3.71e-06,0.126,0.552,163.04,318320.0,4,10
+Conquer Divide,Messy,45.0,0.406,0.804,6.0,-6.341,0,0.0504,0.00546,5.25e-05,0.473,0.48,155.023,216000.0,4,8
+Lucky Peterson,Funky Broadway,16.0,0.584,0.635,8.0,-9.223,1,0.127,0.219,0.00227,0.351,0.915,91.121,281013.0,4,2
+טל אורן,שבת,13.0,0.598,0.772,7.0,-9.139,1,0.0339,0.00297,0.015,0.924,0.707,126.019,306902.0,3,9
+Beggars & Thieves,Your Love Is in Vain,21.0,0.4,0.456,7.0,-11.607,1,0.0338,0.104,2.73e-06,0.0981,0.273,117.623,308973.0,4,10
+After The Burial,Collapse,50.0,0.373,0.97,1.0,-4.905,1,0.181,2.02e-05,0.668,0.446,0.277,153.786,252469.0,4,8
+The 1975,Somebody Else,73.0,0.618,0.793,,-5.711,1,0.0601,0.204,0.0154,0.126,0.459,101.015,347526.0,4,9
+Jake Bugg,Lost,62.0,0.723,0.896,10.0,-2.512,1,0.0435,0.0598,7.76e-05,0.0689,0.938,124.013,208402.0,4,9
+"Majestic, Boney M.",Rasputin,89.0,0.758,0.913,6.0,-2.926,0,0.113,0.00364,6.92e-05,0.193,0.658,128.04,3.1035,4,9
+Hannah Jadagu,Sundown,32.0,0.55,0.716,,-5.084,1,0.0397,0.299,0.0396,0.141,0.202,110.027,216367.0,4,9
+whenyoung,Given Up,31.0,0.506,0.832,7.0,-3.913,1,0.0596,0.00154,2.15e-05,0.087,0.32,140.903,195587.0,4,1
+Shordie Shordie,Good Evening,54.0,0.699,0.666,9.0,-7.883,0,0.282,0.0229,,0.127,0.433,99.888,137640.0,4,5
+Liquid Liquid,Cavern,45.0,0.682,0.78,7.0,-9.948,1,0.0538,0.0114,0.735,0.0862,0.317,115.564,319760.0,4,1
+Long John Hunter,Crazy Love,30.0,0.47,0.401,5.0,-12.476,1,0.0355,0.297,0.00594,0.174,0.407,188.037,341933.0,3,2
+C. Ramchandra,"Subhaschandra Ke Naam Se, Pt. 1",1.0,0.611,0.402,4.0,-11.807,1,0.328,0.936,,0.149,0.444,103.809,2.639333333,4,3
+Harmony Byrne,Sweeter Than Sugar,25.0,0.501,0.818,,-4.631,1,0.0317,0.00203,0.000957,0.0877,0.338,92.01,221880.0,4,6
+Cake,The Distance,64.0,0.463,0.749,11.0,-8.118,0,0.0891,0.00796,0.00219,0.0558,0.888,183.048,179653.0,4,6
+The Pretty Reckless,Make Me Wanna Die - Acoustic Version,37.0,0.582,0.338,5.0,-6.416,0,0.0369,0.665,4.01e-05,0.107,0.298,97.785,213880.0,4,10
+Handbook,Eyes - Edit,21.0,0.567,0.461,1.0,-7.124,1,0.0459,0.00107,0.136,0.4,0.184,83.021,2.939766667,4,0
+The Vaselines,Son Of A Gun,47.0,0.531,0.943,7.0,-6.025,1,0.0489,0.5,0.232,0.932,0.778,144.746,225760.0,4,6
+Stellar,Ashes,76.0,0.712,0.568,5.0,-7.864,0,0.0546,0.0947,,0.169,0.46,130.019,166356.0,4,9
+The Detroit Cobras,Cha Cha Twist,43.0,0.537,0.823,9.0,-5.874,1,0.0322,0.00784,2.19e-06,0.122,0.759,132.241,151827.0,4,6
+Prasanna,Bowling For Peace,26.0,0.349,0.443,3.0,-15.045,1,0.0328,0.964,0.925,0.0872,0.657,135.03,426413.0,4,6
+Vantage,Right on Time,42.0,0.834,0.856,5.0,-3.309,0,0.206,0.00118,0.0494,0.389,0.772,125.984,209529.0,4,6
+Ministry,Alert Level (Quarantined Mix),44.0,0.547,0.949,9.0,-6.244,1,0.0546,0.00038,0.177,0.101,0.169,119.991,366427.0,4,8
+Parker McCollum,Hold Me Back,2.0,0.737,0.409,,-10.917,1,0.026,0.18,0.00423,0.128,0.405,106.965,183653.0,4,1
+Jimi Hendrix,All Along the Watchtower,78.0,0.438,0.805,8.0,-6.237,1,0.0624,0.00255,5.69e-05,0.0842,0.564,113.253,240800.0,4,6
+"Lata Mangeshkar, S. P. Balasubrahmanyam",Mujhse Juda Hokar,45.0,0.553,0.38,5.0,-18.311,0,0.0397,0.446,2.87e-05,0.307,0.861,161.161,6.036216667,4,3
+Berry Sakharof,ראי איזה פלא,39.0,0.487,0.738,,-6.066,0,0.0369,0.0301,1.98e-05,0.0455,0.694,158.059,278107.0,4,10
+Benaia Barabi,כמה רקדנו,45.0,0.419,0.339,7.0,-7.694,0,0.0366,0.784,1.56e-06,0.16,0.378,90.566,181390.0,3,9
+FCG Heem,Need Dat Crack,,0.494,0.506,10.0,-8.298,0,0.398,0.373,,0.105,0.533,90.175,223977.0,4,5
+Kate Tempest,The Beigeness,37.0,0.887,0.855,,-6.21,1,0.186,0.146,3.66e-05,0.109,0.67,116.982,188777.0,4,6
+Jacob Simon Band,Perdido,44.0,0.571,0.41,,-11.428,1,0.0413,0.716,0.755,0.0832,0.499,81.218,3.381733333,4,7
+Psychic Ills,I Don't Mind,41.0,0.191,0.376,1.0,-9.946,1,0.0341,0.47,0.775,0.104,0.194,159.53,280720.0,3,6
+Fuel,Hemorrhage (In My Hands),48.0,0.313,0.831,1.0,-3.894,1,0.0404,0.000127,0.000341,0.24,0.332,152.034,236867.0,4,9
+BOYTOY,NY Rip Off,25.0,0.709,0.783,5.0,-7.073,0,0.0334,0.0533,0.00162,0.11,0.899,128.031,204406.0,4,6
+Mike Shinoda,Happy Endings (feat. iann dior and UPSAHL),67.0,0.652,0.876,7.0,-3.323,1,0.0359,0.0307,,0.449,0.695,126.007,212513.0,4,10
+Quaker City Night Hawks,Good Evening,42.0,0.527,0.606,5.0,-6.799,1,0.0305,0.0134,0.00029,0.418,0.267,105.509,279107.0,4,10
+Yan Wagner,Fais comme si,33.0,0.75,0.681,,-6.906,1,0.0401,0.011,0.549,0.0684,0.967,125.005,201080.0,4,6
+SKÁLD,Rún,54.0,0.555,0.422,8.0,-11.541,0,0.0372,0.405,0.0569,0.135,0.35,170.115,160400.0,4,8
+Carla Geneve,Greg's Discount Chemist,37.0,0.696,0.598,7.0,-5.413,1,0.0301,0.0146,0.000517,0.104,0.515,132.941,209661.0,4,6
+Muse,Stockholm Syndrome,60.0,0.434,0.977,2.0,-4.845,1,0.0786,0.00187,0.166,0.347,0.0939,128.223,297000.0,4,10
+Razorlight,America,67.0,0.447,0.568,2.0,-4.975,1,0.0305,0.295,3.26e-06,0.355,0.149,90.933,249760.0,4,6
+Egypt Central,Let Me Out,49.0,0.434,0.955,2.0,-2.637,0,0.0719,0.000127,1.09e-05,0.0572,0.336,89.113,212900.0,4,10
+Civil Twilight,Letters From The Sky,49.0,0.342,0.7,8.0,-5.955,1,0.0449,0.561,0.00121,0.0994,0.118,150.04,275040.0,4,10
+Ten Years After,Hear Me Calling - Mono,21.0,0.413,0.705,9.0,-9.565,1,0.0356,0.0446,0.00325,0.0951,0.571,128.54,348240.0,4,2
+Bon Jovi,I'll Be There For You,68.0,0.437,0.727,2.0,-5.432,1,0.0293,0.0532,,0.103,0.233,73.029,5.77645,4,10
+Amir Ve Ben,תל אביב זה אני ואת,50.0,0.847,0.608,8.0,-4.925,1,0.0645,0.511,,0.0862,0.707,104.993,221235.0,4,9
+TEMPOREX,U Open Up a Window,41.0,0.604,0.609,6.0,-7.104,1,0.0327,0.0219,0.0178,0.342,0.351,143.579,191664.0,4,6
+"Antônio Carlos Jobim, Sharon Isbin",Jobim: Road to the Sun,48.0,0.356,0.0145,2.0,-31.366,1,0.0526,0.991,0.922,0.0945,0.196,78.685,2.533333333,3,7
+The Orphan The Poet,The Moxie,45.0,0.673,0.782,,-5.456,1,0.0817,0.00166,1.85e-05,0.341,0.883,135.082,163333.0,4,10
+Linkin Park,Guilty All the Same (feat. Rakim),59.0,0.566,0.969,2.0,-3.369,0,0.046,0.0287,0.000442,0.281,0.641,100.012,355120.0,4,10
+Nitty Gritty Dirt Band,Fishin' in the Dark,60.0,0.771,0.283,2.0,-16.326,1,0.0444,0.198,,0.0888,0.906,77.756,3.379783333,4,4
+"The Kid LAROI, Polo G, Stunna Gambino",NOT SOBER (feat. Polo G & Stunna Gambino),83.0,0.671,0.639,2.0,-6.852,0,0.134,0.0928,,0.0941,0.385,119.82,3.6,5,9
+Andromida,Supernova,39.0,0.427,0.992,11.0,-2.642,1,0.101,1.63e-05,0.944,0.108,0.267,143.052,273566.0,4,8
+Matthewdavid,La Tierra de la Culebra,37.0,0.208,0.433,5.0,-12.396,1,0.0498,0.991,0.94,0.172,0.278,82.92,124000.0,4,6
+Le Shiv,When The Kids Grow Up,31.0,0.404,0.514,,-6.849,1,0.031,0.00137,0.00177,0.252,0.163,120.2,219998.0,4,6
+Muddy Waters,Got My Mojo Working,49.0,0.519,0.779,4.0,-9.159,1,0.0648,0.573,8.13e-05,0.286,0.888,113.487,173040.0,4,2
+Yemi Alade,Boyz,46.0,0.8,0.841,10.0,-3.771,0,0.073,0.355,0.000694,0.0784,0.711,100.0,214000.0,4,9
+The Wrecks,I Want My Life Back Now,43.0,0.523,0.918,5.0,-5.535,1,0.0879,0.0037,,0.161,0.245,109.987,188707.0,4,10
+Danielle Bradbery,Slow Burn - Yours Truly: 2018,44.0,0.425,0.314,2.0,-9.072,1,0.0312,0.924,0.0124,0.129,0.311,73.69,3.49645,4,0
+T. Rex,Jeepster,49.0,0.394,0.863,9.0,-6.239,1,0.101,0.0157,0.0116,0.0609,0.907,193.552,247773.0,4,10
+The Suitcase Junket,On Our Own,43.0,0.509,0.504,1.0,-6.789,1,0.0267,0.351,0.15,0.31,0.327,104.755,161320.0,4,10
+TWIN XL,Slow Heart,49.0,0.583,0.881,9.0,-4.099,0,0.0904,0.00134,3.49e-05,0.341,0.813,140.09,190487.0,4,9
+A Perfect Circle,The Doomed,54.0,0.367,0.903,4.0,-5.956,0,0.175,0.0477,0.00124,0.235,0.239,106.329,281781.0,3,10
+Lynyrd Skynyrd,I Know A Little,51.0,0.384,0.575,2.0,-11.808,1,0.0635,0.0818,0.00387,0.161,0.775,196.495,207973.0,4,10
+Mazen,Dork,31.0,0.858,0.561,7.0,-8.628,0,0.145,0.135,,0.372,0.411,125.016,207915.0,4,9
+Rostam,These Kids We Knew,46.0,0.675,0.649,4.0,-8.937,1,0.0562,0.334,0.0655,0.11,0.496,148.0,148267.0,4,1
+Diamanda Gal√°s,Do You Take This Man?,34.0,0.632,0.8,11.0,-10.833,0,0.0361,0.00676,0.00773,0.148,0.767,131.371,369400.0,4,10
+patchymate,babyur2nice,,0.74,0.646,6.0,-5.838,0,0.375,0.0766,1.15e-05,0.386,0.776,127.896,120000.0,4,6
+Yuval Dayan,תנגן,29.0,0.667,0.694,10.0,-7.44,0,0.0265,0.168,,0.149,0.417,125.023,198693.0,4,9
+Against The Current,weapon,64.0,0.402,0.924,7.0,-4.089,0,0.156,0.00021,,0.237,0.443,180.075,197209.0,4,10
+The Undertones,Teenage Kicks,61.0,0.415,0.782,2.0,-6.745,1,0.0461,0.0011,,0.14,0.564,135.029,148480.0,4,6
+Defamed,Wounds,34.0,0.27,0.957,1.0,-3.848,1,0.145,0.000525,0.706,0.389,0.454,92.99,216913.0,5,8
+REO Speedwagon,Take It On the Run,68.0,0.371,0.758,7.0,-5.679,1,0.036,0.0958,,0.116,0.452,77.81,239680.0,4,10
+grandson,War,54.0,0.369,0.835,1.0,-4.462,0,0.0777,0.000105,0.0523,0.253,0.525,160.156,211500.0,4,10
+"Bruno Mars, Anderson .Paak, Silk Sonic",Skate,77.0,0.719,0.631,5.0,-7.779,1,0.0312,0.0384,,0.109,0.761,111.982,3.38538333,4,9
+Claud,Gold,6.0,0.74,0.121,7.0,-21.824,1,0.0565,0.996,0.939,0.139,0.917,81.616,97600.0,4,6
+Kutiman,Sakla Beni,23.0,0.456,0.513,5.0,-11.221,0,0.0277,0.00447,0.0273,0.114,0.771,153.995,280603.0,3,1
+Tyler Leads,Hellhounds,27.0,0.293,0.978,5.0,-4.882,1,0.087,5.51e-05,0.00604,0.518,0.514,141.714,174378.0,4,8
+Nulbarich,Be Alright feat. Mummy-D,32.0,0.673,0.538,,-8.64,1,0.36,0.486,3.13e-06,0.101,0.455,179.987,220400.0,4,9
+Flat Duo Jets,Frog Went a Courtin',32.0,0.189,0.997,4.0,-8.196,1,0.119,0.193,0.0472,0.193,0.084,186.337,138413.0,4,2
+MARINA,Man's World,29.0,0.5,0.499,7.0,-8.069,0,0.0485,0.285,,0.105,0.292,126.059,239830.0,3,6
+We Were Sharks,New Low,,0.493,0.968,1.0,-3.615,1,0.0974,8.56e-05,3.65e-05,0.323,0.592,119.641,164927.0,4,10
+Billie Marten,Human Replacement,28.0,0.533,0.663,1.0,-8.301,0,0.0341,0.237,0.0814,0.0709,0.702,175.927,185627.0,4,1
+Starcastle,Lady of the Lake,26.0,0.359,0.699,1.0,-11.195,1,0.0402,0.0064,0.222,0.117,0.514,148.092,626933.0,4,10
+Doja Cat,Kiss Me More (feat. SZA),98.0,0.762,0.701,8.0,-3.541,1,0.0286,0.235,0.000158,0.123,0.742,110.968,208867.0,4,5
+Courtney Marie Andrews,It Must Be Someone Else’s Fault,45.0,0.563,0.535,8.0,-7.922,1,0.0296,0.509,2.35e-06,0.0838,0.391,94.574,198173.0,4,1
+Lynch Mob,Wicked Sensation,46.0,0.559,0.875,,-7.575,0,0.0339,0.000157,5.21e-05,0.0609,0.425,98.159,281840.0,4,8
+Eden Ben Zaken,תאמין לי,29.0,0.492,0.727,7.0,-4.736,0,0.0344,0.286,,0.166,0.371,145.978,267747.0,4,9
+Joey Gilmore,Blues All Over You,11.0,0.723,0.595,11.0,-7.407,0,0.03,0.161,0.000273,0.181,0.892,122.477,221587.0,4,2
+Mohammed Rafi,Khush Rahe Tu Sada,12.0,0.426,0.426,7.0,-10.955,0,0.0545,0.455,,0.256,0.506,115.618,3.680216667,4,3
+Tropidelic,Sleepers (with RDGLDGRN),39.0,0.61,0.683,,-6.168,1,0.0998,0.238,,0.151,0.379,140.055,223027.0,4,10
+Gorillaz,She's My Collar (feat. Kali Uchis),70.0,0.726,0.815,11.0,-5.886,1,0.0313,0.00799,0.081,0.112,0.462,140.158,209560.0,4,9
+Fox Stevenson,Dreamland,56.0,0.413,0.879,11.0,-4.934,1,0.0747,0.000132,,0.384,0.59,167.94,241159.0,4,10
+New Found Glory,My Friends Over You,66.0,0.404,0.98,2.0,-4.038,1,0.107,0.000193,,0.0742,0.433,177.793,220200.0,4,10
+Favourite People,Shell Island,41.0,0.522,0.817,4.0,-9.069,1,0.0668,0.118,0.888,0.135,0.678,170.97,203680.0,4,6
+Wiley,Step 2001 - Instrumental,12.0,0.903,0.869,2.0,-10.167,0,0.125,0.0978,0.000749,0.258,0.896,139.982,205714.0,4,5
+La Rata Bluesera,Blues de la Transición,24.0,0.412,0.379,9.0,-12.424,0,0.0603,0.327,0.000336,0.692,0.248,102.96,212815.0,4,2
+The National Parks,Wind & Anchor,50.0,0.44,0.324,6.0,-9.468,1,0.0307,0.777,1.41e-06,0.0621,0.328,79.382,3.14155,4,0
+Suffer Like G Did,Beow,29.0,0.442,0.61,9.0,-9.986,0,0.0581,0.0392,0.88,0.173,0.413,140.43,208893.0,4,10
+Major Murphy,Attention,43.0,0.533,0.876,2.0,-5.452,1,0.0311,0.000754,0.178,0.0823,0.606,101.011,177326.0,4,6
+The War and Treaty,Set My Soul on Fire,44.0,0.507,0.328,11.0,-10.767,0,0.0382,0.484,,0.128,0.299,122.416,299680.0,4,2
+John Mayer,Daughters,67.0,0.674,0.413,2.0,-7.816,1,0.0274,0.836,1.95e-05,0.098,0.503,124.893,3.96511667,3,0
+Nascent,Bottom Dollar,26.0,0.654,0.78,1.0,-4.612,1,0.0676,0.0239,0.0523,0.239,0.626,148.149,184288.0,4,9
+Marmozets,Captivate You,39.0,0.401,0.904,11.0,-5.297,0,0.098,0.000385,1.63e-06,0.0643,0.251,153.422,240667.0,4,1
+Petter Bergander Trio,One Night At Fasching,52.0,0.514,0.186,,-18.769,1,0.0342,0.885,0.765,0.099,0.414,114.744,4.304216667,3,7
+Metallica,The Day That Never Comes,63.0,0.334,0.982,4.0,-2.293,0,0.0619,9.11e-05,0.149,0.106,0.501,126.883,476267.0,4,8
+박혜진 Park Hye Jin,CLOUDS,51.0,0.81,0.425,6.0,-14.68,0,0.0686,0.638,0.802,0.104,0.542,104.953,196008.0,4,1
+All That Remains,Madness,44.0,0.465,0.874,4.0,-5.058,0,0.0523,5.83e-05,,0.16,0.379,85.947,204427.0,4,10
+POLICE CAR COLLECTIVE,ALLTHETIME,41.0,0.2,0.63,5.0,-5.679,1,0.0291,0.000713,0.0879,0.137,0.145,42.956,425681.0,4,6
+Gary Clark Jr.,Come Together,63.0,0.447,0.788,2.0,-4.994,0,0.0464,0.00257,1.68e-05,0.0744,0.505,80.04,193714.0,4,10
+Krokus,Screaming in the Night,53.0,0.475,0.576,9.0,-13.059,1,0.0312,0.0218,0.0221,0.391,0.524,96.378,397773.0,4,10
+Slaves,One More Day Won’t Hurt,44.0,0.633,0.878,11.0,-5.985,1,0.11,0.00287,0.00256,0.0631,0.724,140.976,167000.0,4,10
+Damien Burbank,Sarah Tonin,31.0,0.363,0.191,3.0,-19.055,0,0.0367,0.744,,0.114,0.292,87.64,154511.0,4,6
+Mc Rebecca,Tô Preocupada (Calma Amiga) (feat. Anitta),72.0,0.895,0.671,7.0,-3.126,1,0.137,0.243,3.57e-06,0.0768,0.905,84.956,120000.0,4,9
+The Surfaris,Wipe Out,45.0,0.461,0.955,11.0,-6.684,1,0.0489,0.111,0.532,0.952,0.725,160.073,166092.0,4,6
+Lata Mangeshkar,Mere Khwabon Mein,51.0,0.621,0.512,7.0,-11.074,0,0.0547,0.634,,0.0803,0.926,114.802,4.274,4,3
+Whitesnake,Still Of The Night,3.0,0.357,0.853,4.0,-7.529,0,0.0492,0.00235,0.0013,0.158,0.294,100.157,397768.0,4,8
+The Peterson Brothers,Lose a Good Thing,35.0,0.641,0.646,8.0,-5.987,1,0.0231,0.0166,0.662,0.127,0.313,94.007,329511.0,4,2
+Fleetwood Mac,Go Your Own Way - 2004 Remaster,76.0,0.583,0.947,5.0,-5.12,1,0.0378,0.0185,0.00109,0.0679,0.803,135.448,223613.0,4,10
+Powderfinger,Waiting For The Sun,46.0,0.201,0.961,2.0,-5.234,1,0.0822,0.000525,0.294,0.329,0.154,109.135,234400.0,4,10
+Trivium,In Waves,60.0,0.477,0.94,9.0,-3.435,1,0.103,0.000211,0.0518,0.346,0.338,76.517,302467.0,4,8
+Bebe Rexha,Sacrifice,80.0,0.659,0.877,11.0,-5.089,0,0.0288,0.0878,,0.094,0.471,119.992,160871.0,4,9
+Ed Sheeran,Shape of You,86.0,0.825,0.652,1.0,-3.183,0,0.0802,0.581,,0.0931,0.931,95.977,233713.0,4,9
+Grizzly Bear,Two Weeks,69.0,0.537,0.712,5.0,-5.597,1,0.0286,0.289,0.00568,0.08,0.704,159.871,243160.0,4,6
+Marcia Ball,The Party's Still Going On,21.0,0.592,0.94,2.0,-4.265,1,0.0454,0.225,,0.276,0.967,159.713,205280.0,4,2
+Fenyan,Break Your Rules,29.0,0.697,0.867,,-8.685,0,0.0425,0.00739,0.381,0.396,0.478,121.996,259408.0,4,1
+Jerry Reed,Amos Moses,45.0,0.75,0.711,2.0,-10.633,1,0.0641,0.526,0.000653,0.0282,0.961,105.636,2.329333333,4,4
+The Police,Every Breath You Take - Remastered 2003,,0.82,0.452,1.0,-9.796,1,0.0348,0.543,0.00294,0.0714,0.737,117.401,253920.0,4,10
+MOD SUN,Amnesia,58.0,0.457,0.804,6.0,-4.756,0,0.0362,0.000206,,0.197,0.523,155.022,171033.0,4,9
+The Killers,The World We Live In,51.0,0.597,0.852,,-6.89,1,0.0248,0.0265,0.00425,0.266,0.559,105.996,278493.0,4,10
+Bombay Bicycle Club,Shuffle,61.0,0.627,0.959,7.0,-4.744,1,0.0298,0.316,0.00576,0.112,0.397,109.981,235293.0,4,6
+James TW,Butterflies - Acoustic,46.0,0.674,0.406,,-9.327,0,0.0534,0.786,,0.101,0.429,99.701,200547.0,4,9
+Aviv Geffen,בוקר טוב איראן,17.0,0.278,0.944,10.0,-6.169,1,0.0577,0.000132,0.16,0.304,0.494,164.968,182293.0,4,10
+SawanoHiroyuki[nZk]:mizuki,Avid,57.0,0.468,0.753,4.0,-4.329,0,0.031,0.179,5.65e-06,0.148,0.18,155.929,250293.0,4,10
+Jean Charnaux,Entrelaços,24.0,0.425,0.14,5.0,-14.161,1,0.0432,0.979,0.734,0.0994,0.183,83.518,2.658333333,4,7
+Tame Impala,The Less I Know The Better,84.0,0.64,0.74,4.0,-4.083,1,0.0284,0.0115,0.00678,0.167,0.785,116.879,216320.0,4,9
+Metallica,All Nightmare Long,59.0,0.268,0.974,9.0,-2.948,1,0.114,0.00067,0.00106,0.0772,0.342,182.095,477027.0,4,8
+Sea Girls,Forever,37.0,0.592,0.811,7.0,-8.282,1,0.0392,0.00118,0.00231,0.13,0.453,124.029,240640.0,4,10
+Blonde Redhead,Misery Is a Butterfly,42.0,0.548,0.77,9.0,-6.676,0,0.026,0.193,0.286,0.291,0.41,144.242,307667.0,4,6
+Total Control,Flesh War,39.0,0.579,0.636,2.0,-8.574,0,0.0276,0.0821,0.922,0.446,0.898,132.652,280853.0,4,6
+"Midival Punditz, Kutle Khan",Nukhta,15.0,0.501,0.659,1.0,-8.786,1,0.0355,0.0514,0.327,0.107,0.0756,175.998,4.315666667,4,0
+Godsmack,Bulletproof,59.0,0.362,0.915,5.0,-3.244,0,0.181,0.000181,,0.166,0.603,162.226,177048.0,4,10
+PawPaw Rod,Glass House,,0.801,0.391,7.0,-8.063,1,0.178,0.151,1.09e-05,0.137,0.86,180.926,171978.0,4,6
+Idan Yaniv,כמה לילות,39.0,0.676,0.512,11.0,-8.693,1,0.0463,0.624,,0.119,0.63,134.077,186269.0,4,9
+Archetypes Collide,Your Misery,46.0,0.447,0.913,1.0,-4.842,1,0.0551,1.02e-05,0.0706,0.0767,0.254,140.055,202286.0,4,10
+Far Away the Hills Are Green,"Joshua Burnside, Laura Quirke",40.0,0.467,0.114,7.0,-13.973,1,0.0318,0.941,2.25e-05,0.292,0.24,134.647,4.012233333,4,0
+Coldplay,Talk,63.0,0.415,0.554,7.0,-10.839,0,0.0334,0.00541,0.00202,0.155,0.163,120.318,311292.0,4,10
+Patrick Paige II,Freestyle,,0.824,0.812,1.0,-5.367,1,0.18,0.189,,0.269,0.775,164.04,129856.0,4,5
+Megan Thee Stallion,Circles,66.0,0.842,0.789,6.0,-8.733,0,0.178,0.0265,,0.355,0.795,111.113,170641.0,4,5
+Ravi Chary,Funk Jog,6.0,0.582,0.662,,-8.493,1,0.0346,0.282,0.504,0.0615,0.381,140.075,4.78,4,0
+Chapterhouse,Mesmerise,42.0,0.477,0.578,10.0,-7.965,1,0.0312,0.000224,0.169,0.195,0.666,88.043,252200.0,4,6
+Praying Mantis,Children of the Earth,47.0,0.208,0.787,9.0,-6.763,0,0.0728,0.00131,0.0171,0.0626,0.472,170.626,337880.0,4,8
+Lehakat Tzliley Haud,מחרוזת: חנה'לה התבלבלה,24.0,0.379,0.654,9.0,-10.798,1,0.0447,0.694,0.000111,0.275,0.698,135.069,343800.0,4,9
+Jerry Garcia,House Of The Rising Sun,23.0,0.521,0.193,9.0,-17.467,0,0.0664,0.948,0.0337,0.152,0.236,138.78,485227.0,5,10
+Dudu Faruk,מסתפר ככה,22.0,0.832,0.629,10.0,-8.245,1,0.344,0.225,0.000481,0.0713,0.52,130.062,136615.0,4,5
+Dave Matthews Band,Ants Marching,48.0,0.637,0.856,2.0,-4.34,1,0.034,0.0187,1.99e-05,0.0157,0.846,113.32,271187.0,4,9
+Las Penas,Enrejado,46.0,0.469,0.216,2.0,-14.891,1,0.0565,0.98,0.912,0.114,0.316,98.962,3.6279,4,7
+Zubi,sugar,66.0,0.774,0.609,3.0,-10.13,0,0.213,0.397,0.0458,0.111,0.891,95.598,205000.0,4,9
+LaSalle Street Trio,Deep In A Dream,56.0,0.476,0.0808,5.0,-21.66,1,0.0357,0.971,0.828,0.0978,0.182,113.985,4.702066667,4,7
+YSI,Shake well before use,44.0,0.602,0.496,10.0,-9.765,0,0.0407,0.386,0.87,0.112,0.504,158.433,340197.0,4,6
+"The Ayoub Sisters, Royal Philharmonic Orchestra, Mark Messenger",Pie Jesu,,0.159,0.126,9.0,-19.521,1,0.0467,0.921,0.585,0.0847,0.0442,78.151,3.31045,4,7
+Saweetie,"Best Friend (feat. Doja Cat, Jamie & CHANMINA) [Remix]",63.0,0.842,0.807,1.0,-3.59,0,0.134,0.0052,1.06e-06,0.0613,0.441,93.996,206000.0,4,9
+Valley,Kevin Morby,48.0,0.59,0.575,1.0,-6.42,0,0.0246,0.602,0.067,0.128,0.5,79.563,4.076216667,4,0
+Ofdrykkja,Herr Mannelig,43.0,0.614,0.143,9.0,-18.164,0,0.0267,0.981,0.803,0.114,0.112,119.48,419067.0,4,8
+Softcult,Gloomy Girl,36.0,0.427,0.623,9.0,-6.248,1,0.0321,0.000439,0.013,0.109,0.175,150.077,186411.0,4,6
+This Will Destroy You,Quiet,45.0,0.482,0.463,1.0,-7.927,1,0.0573,0.282,0.848,0.36,0.0427,115.011,293173.0,4,10
+Snail Mail,Pristine,57.0,0.483,0.688,,-5.508,1,0.0316,0.00435,0.00101,0.102,0.292,126.241,295333.0,4,6
+Thirty Seconds To Mars,Hurricane,54.0,0.533,0.747,10.0,-5.678,0,0.0443,0.041,5.7e-06,0.261,0.277,124.97,372133.0,4,10
+Trivium,Drowning in the Sound,50.0,0.478,0.972,6.0,-4.157,1,0.153,0.00114,0.000122,0.354,0.245,100.05,223200.0,4,8
+Lucy Dacus,Thumbs,52.0,0.474,0.0964,7.0,-15.87,0,0.0406,0.961,,0.134,0.272,97.595,265440.0,4,6
+Metronomy,The Bay - Mr. Mitch Remix,51.0,0.854,0.467,1.0,-9.528,1,0.251,0.00784,0.406,0.099,0.154,129.963,299837.0,4,1
+Sea Girls,Ready For More,45.0,0.481,0.856,1.0,-5.733,1,0.0331,0.0223,2.26e-05,0.275,0.564,97.515,207373.0,4,6
+Bruce Hornsby,The Way It Is,70.0,0.582,0.689,7.0,-12.203,1,0.0277,0.607,0.0571,0.145,0.531,111.166,297853.0,4,10
+Duran Duran,Five Years,36.0,0.544,0.507,7.0,-6.285,1,0.0385,0.00456,2.02e-05,0.258,0.407,154.718,285246.0,3,10
+Ariana Grande,successful,68.0,0.847,0.603,,-4.607,0,0.0397,0.107,7.4e-06,0.106,0.735,114.045,227387.0,4,9
+Popp Hunna,Adderall (Corvette Corvette) - Remix,70.0,0.921,0.718,4.0,-3.545,0,0.299,0.217,,0.189,0.677,141.06,176383.0,4,5
+Sizzy Rocket,That Bitch,47.0,0.593,0.651,1.0,-4.425,0,0.0508,0.000115,,0.0655,0.345,86.085,152900.0,4,1
+Why Don't We,Fallin’ (Adrenaline),74.0,0.606,0.9,,-4.504,1,0.119,0.0101,,0.075,0.233,133.963,216504.0,4,9
+Kaiser Chiefs,Everyday I Love You Less and Less,51.0,0.481,0.956,1.0,-4.557,0,0.0394,0.00465,8.48e-06,0.285,0.57,160.015,217707.0,4,10
+Maximo Park,Apply Some Pressure,57.0,0.378,0.953,9.0,-3.632,1,0.138,0.000719,2.89e-05,0.0936,0.512,167.808,200347.0,4,10
+Dolly Parton,Here You Come Again,65.0,0.585,0.511,1.0,-9.37,1,0.0391,0.647,0.007,0.0392,0.552,105.898,2.991516667,4,4
+WALK THE MOON,Work This Body,59.0,0.421,0.831,4.0,-5.128,1,0.106,0.0283,,0.464,0.488,134.184,175907.0,4,10
+Bring Me The Horizon,Can You Feel My Heart,77.0,0.15,0.859,4.0,-2.827,0,0.0595,0.00201,0.194,0.387,0.354,170.527,228147.0,5,8
+Coldplay,Trouble,72.0,0.565,0.546,11.0,-7.496,0,0.0314,0.189,0.0015,0.17,0.195,139.757,273427.0,4,10
+IDLES,Grounds,50.0,0.562,0.537,7.0,-6.273,0,0.073,0.00623,,0.316,0.465,100.757,188716.0,4,6
+Slomosa,There is Nothing New Under the Sun,34.0,0.46,0.756,5.0,-9.251,0,0.0426,0.0371,0.0113,0.645,0.552,152.059,237424.0,4,10
+Kanye West,Nah Nah Nah (feat. DaBaby & 2 Chainz) - Remix,69.0,0.733,0.743,2.0,-5.045,1,0.371,0.00494,,0.261,0.623,150.024,191353.0,4,5
+Aya Korem,חורף,30.0,0.378,0.664,5.0,-7.502,1,0.0383,0.541,0.329,0.117,0.327,87.261,188292.0,4,9
+Pepe Pecas,Lo Que Vales (Para Mí),40.0,0.255,0.684,9.0,-11.969,1,0.152,0.0423,0.00629,0.386,0.399,171.682,211023.0,4,6
+TORRES,Three Futures,38.0,0.535,0.287,7.0,-11.5,1,0.0368,0.237,0.205,0.0893,0.206,121.148,244641.0,4,6
+U2,So Cruel,48.0,0.598,0.56,9.0,-10.89,1,0.0458,0.00428,0.0067,0.121,0.38,92.086,349213.0,4,10
+Ravid Plotnik,מדינת משטרה,35.0,0.724,0.532,2.0,-10.13,0,0.0596,0.157,0.0233,0.694,0.456,130.021,241080.0,4,5
+Rajna Swaminathan,Peregrination (feat. Anjna Swaminathan),14.0,0.39,0.219,9.0,-14.722,0,0.0456,0.937,0.861,0.11,0.133,89.534,249064.0,3,6
+Def Leppard,Too Late For Love,53.0,0.536,0.812,4.0,-7.379,0,0.0441,0.00306,0.000455,0.116,0.338,94.677,266729.0,4,8
+Thirty Seconds To Mars,The Kill (Bury Me),63.0,0.179,0.912,4.0,-3.881,0,0.0791,0.0014,0.000294,0.582,0.289,182.99,231533.0,3,10
+James,Laid,66.0,0.457,0.909,,-9.451,1,0.0317,0.0016,0.000276,0.135,0.755,115.998,156667.0,4,1
+Dave Matthews Band,Crash into Me,57.0,0.541,0.677,4.0,-10.764,1,0.0373,0.122,0.0191,0.0938,0.555,101.1,316467.0,4,10
+Kevin Gates,Plug Daughter 2,65.0,0.763,0.806,7.0,-5.082,0,0.172,0.668,6.99e-06,0.527,0.739,127.998,226875.0,4,5
+Grateful Dead,Dire Wolf - 2013 Remaster,50.0,0.615,0.376,9.0,-11.331,1,0.0347,0.763,,0.0524,0.725,76.711,194491.0,4,10
+Japandroids,Near To The Wild Heart Of Life,41.0,0.232,0.946,7.0,-4.395,1,0.0661,0.0122,3.34e-06,0.088,0.262,181.958,297120.0,4,6
+18 Carat Affair,Memphis Design,22.0,0.361,0.578,5.0,-6.399,0,0.0427,0.631,0.00249,0.708,0.247,130.107,56000.0,3,6
+Ólafur Arnalds,Loom (feat. Bonobo),61.0,0.545,0.18,5.0,-21.022,0,0.0337,0.988,0.906,0.0686,0.31,156.694,226867.0,4,6
+Loverground,Be Patient,52.0,0.688,0.462,,-13.723,1,0.032,0.224,0.217,0.0987,0.35,114.036,216794.0,4,1
+Elder Island,Feral - letherette Remix,46.0,0.46,0.405,8.0,-10.547,1,0.132,0.487,0.717,0.108,0.153,92.714,239556.0,4,1
+Carla Geneve,Greg's Discount Chemist,37.0,0.696,0.598,7.0,-5.413,1,0.0301,0.0146,0.000517,0.104,0.515,132.941,209661.0,4,1
+Kishore Kumar,Ham The Woh Thi,10.0,0.797,0.458,4.0,-10.843,1,0.438,0.866,,0.134,0.868,114.768,3.7316,4,3
+blink-182,All The Small Things,80.0,0.434,0.897,,-4.918,1,0.0488,0.0103,,0.612,0.684,148.726,167067.0,4,10
+Doja Cat,Need To Know,86.0,0.664,0.609,1.0,-6.509,1,0.0707,0.304,,0.0926,0.194,130.041,3.509333333,4,9
+Velvet Revolver,Slither,66.0,0.478,0.974,7.0,-3.866,1,0.102,0.000266,0.0984,0.0738,0.268,141.077,248307.0,4,10
+Lil Nas X,SUN GOES DOWN,42.0,0.551,0.636,2.0,-6.798,1,0.054,0.0837,4.28e-06,0.112,0.148,174.065,168276.0,4,9
+Henry Park,Wasted Time,11.0,0.499,0.65,5.0,-8.688,1,0.0444,0.282,0.244,0.0731,0.246,66.116,240000.0,4,6
+Kayzo,Breakdown,49.0,0.447,0.988,2.0,-0.846,1,0.446,0.0164,0.000833,0.0727,0.113,179.968,249333.0,4,1
+War,Slippin' Into Darkness,53.0,0.676,0.625,4.0,-8.747,0,0.0729,0.144,0.00658,0.0796,0.655,90.999,227373.0,4,5
+TheHxliday,MiSSed Calls,45.0,0.704,0.491,8.0,-6.831,1,0.0591,0.0266,,0.338,0.123,137.036,247080.0,4,5
+Good Woman,The Staves,53.0,0.628,0.345,1.0,-12.505,1,0.0289,0.425,0.0165,0.119,0.116,99.991,3.294,4,0
+Lata Mangeshkar,Neela Aasman So Gaya - Lata Mangeshkar,25.0,0.265,0.249,5.0,-12.076,1,0.0288,0.86,0.0696,0.0748,0.228,93.079,5.473333333,3,3
+Def Leppard,When Love And Hate Collide,57.0,0.477,0.564,4.0,-8.582,1,0.028,0.0111,,0.254,0.292,67.965,256867.0,4,10
+Shlomo Artzi,חוזרים הביתה,41.0,0.601,0.484,11.0,-7.502,0,0.046,0.849,,0.113,0.447,78.124,218147.0,4,10
+Mayhem,Funeral Fog,44.0,0.114,0.959,6.0,-9.419,0,0.0963,1.31e-06,0.9,0.104,0.126,153.904,347253.0,4,8
+Baseball Gregg,Let Me Help You,23.0,0.786,0.596,7.0,-8.393,0,0.0416,0.133,1.76e-05,0.324,0.773,124.984,181235.0,4,6
+Marillion,Forgotten Sons - 1997 Remaster,36.0,0.352,0.656,2.0,-9.05,0,0.114,0.000865,0.00259,0.184,0.498,142.976,503307.0,4,10
+Fredo Bang,Oppanese,57.0,0.78,0.648,1.0,-4.952,0,0.332,0.262,,0.0841,0.881,159.984,148500.0,4,5
+Hein Talbot,Suji,43.0,0.222,0.158,8.0,-15.982,1,0.043,0.954,0.961,0.1,0.0308,80.005,2.228783333,4,7
+Khruangbin,Time (You and I),65.0,0.751,0.49,11.0,-13.679,1,0.0453,0.00932,0.145,0.0725,0.925,105.407,342189.0,4,6
+Tim McGraw,My Next Thirty Years,54.0,0.605,0.804,5.0,-7.521,1,0.0363,0.265,4.93e-06,0.345,0.601,98.866,3.628883333,4,4
+Eli Luzon,ילדה,22.0,0.604,0.558,,-12.885,0,0.0362,0.106,2.91e-05,0.0854,0.968,156.618,305973.0,4,9
+Rainbow,Stone Cold,50.0,0.419,0.613,7.0,-8.995,1,0.0316,0.0523,6.35e-05,0.361,0.733,112.638,317307.0,4,10
+Leif Vollebekk,Long Blue Light,63.0,0.552,0.485,9.0,-9.111,1,0.0332,0.517,0.106,0.164,0.51,71.548,200173.0,4,1
+Miles Kane,Come Closer,57.0,0.511,0.696,6.0,-5.157,0,0.0421,0.0272,0.000249,0.0875,0.788,164.614,179240.0,4,6
+Ratt,Givin' Yourself Away,51.0,0.594,0.752,11.0,-10.661,0,0.0263,0.00847,0.00161,0.0578,0.736,101.582,326000.0,4,10
+Jimmy Cliff,"Wonderful World, Beautiful People - Single Version",58.0,0.767,0.568,2.0,-8.516,1,0.0261,0.00382,,0.0448,0.901,105.571,194867.0,4,10
+Django Django,Hail Bop,42.0,0.615,0.751,10.0,-7.38,0,0.0321,0.0129,0.592,0.24,0.531,123.739,243693.0,4,6
+The Goon Sax,In the Stone,35.0,0.649,0.798,11.0,-5.589,0,0.0264,0.136,0.00376,0.269,0.792,111.941,247051.0,4,6
+Don Henley,The End Of The Innocence,56.0,0.62,0.416,8.0,-13.048,1,0.0294,0.299,5.4e-05,0.0746,0.371,116.552,316360.0,4,10
+Magic Bronson,Nervous,41.0,0.573,0.715,4.0,-7.016,0,0.0497,0.0175,0.0296,0.135,0.0881,96.439,173152.0,4,6
+The Futureheads,The Beginning Of The Twist,43.0,0.42,0.988,5.0,-2.622,1,0.157,0.00164,,0.286,0.353,155.993,216040.0,4,1
+Shlomo Artzi,האם עודך יפה,20.0,0.579,0.631,1.0,-6.869,1,0.0471,0.0846,,0.51,0.646,103.98,129907.0,3,10
+courtship.,Prom,50.0,0.665,0.725,10.0,-6.777,1,0.0329,0.0651,0.000214,0.13,0.445,119.947,249078.0,4,6
+Frankie Ballard,Sunshine & Whiskey,67.0,0.67,0.737,9.0,-6.794,1,0.0434,0.223,,0.325,0.754,92.983,3.04,4,4
+Yehuda Poliker,האור בקצה,35.0,0.626,0.483,6.0,-9.458,0,0.0298,0.499,1.65e-05,0.202,0.461,110.971,248300.0,3,10
+Arik Einstein,שיר השיירה,31.0,0.652,0.655,3.0,-12.066,1,0.0351,0.361,,0.389,0.962,116.592,252000.0,4,10
+Downtown Boys,A Wall,27.0,0.262,0.951,,-3.917,1,0.065,0.0043,0.0419,0.172,0.315,166.418,242647.0,4,6
+Franz Ferdinand,Take Me Out,78.0,0.277,0.663,4.0,-8.821,0,0.0377,0.000409,0.00051,0.136,0.527,104.561,237027.0,4,6
+Paul McCartney,Every Night - Remastered 2011,49.0,0.605,0.404,4.0,-12.366,1,0.0256,0.588,0.00143,0.104,0.867,94.285,153413.0,4,10
+Eve,Satisfaction,48.0,0.843,0.553,11.0,-3.198,0,0.437,0.236,,0.0523,0.63,93.383,258733.0,4,5
+Liily,Toro,47.0,0.432,0.878,1.0,-4.109,1,0.132,0.00315,0.0398,0.11,0.554,177.922,219342.0,4,6
+Shea Diamond,Keisha Complexion,10.0,0.634,0.745,9.0,-7.405,1,0.258,0.159,8.17e-05,0.408,0.75,176.048,198991.0,4,2
+Darlingside,Paradise Bay,26.0,0.29,0.386,10.0,-9.728,1,0.0279,0.51,0.000191,0.101,0.228,86.889,149328.0,4,1
+Marina Maximilian,Silence,21.0,0.56,0.506,,-7.259,0,0.0392,0.273,6.78e-05,0.109,0.19,124.057,213917.0,4,9
+George Strait,Baby's Gotten Good At Goodbye,45.0,0.468,0.41,3.0,-11.782,1,0.028,0.587,6.27e-06,0.0699,0.519,183.898,3.513333333,4,4
+Estrons,Drop,28.0,0.385,0.91,11.0,-4.941,0,0.0624,1.54e-05,0.64,0.206,0.514,185.047,203502.0,4,10
+Doobie Bronson,The Brook & The Bluff,47.0,0.551,0.832,2.0,-4.629,1,0.0903,0.364,0.067,0.233,0.303,122.065,3.392466667,4,0
+Britney Spears,Man On The Moon,,0.711,0.668,7.0,-5.962,0,0.0385,0.0311,9.51e-06,0.101,0.318,110.028,3.777333333,4,9
+Dudu Aharon,בייבי,18.0,0.743,0.701,1.0,-6.362,0,0.0508,0.101,,0.0493,0.721,95.984,211321.0,4,9
+"Kishore Kumar, Amitabh Bachchan",My Name Is Anthony Gonsalves - From 'Amar Akbar Anthony' / Soundtrack Version,31.0,0.626,0.579,3.0,-9.198,1,0.242,0.68,,0.0665,0.757,92.754,5.535783333,4,3
+DPR IAN,No Blueberries,62.0,0.721,0.63,4.0,-6.126,0,0.0409,0.534,,0.245,0.908,148.045,185107.0,4,5
+Spoon,The Underdog,50.0,0.693,0.528,7.0,-10.855,1,0.0365,0.0714,0.0015,0.671,0.905,145.157,222107.0,4,6
+Merle Haggard,Big City,56.0,0.707,0.401,4.0,-14.222,1,0.0533,0.275,0.000296,0.201,0.602,136.188,2.988883333,4,4
+Gorillaz,Stylo (feat. Mos Def and Bobby Womack),64.0,0.686,0.751,10.0,-5.747,0,0.0604,0.00604,0.000849,0.0979,0.851,100.222,270520.0,4,1
+pizzagirl,bullet train,48.0,0.527,0.928,10.0,-6.866,1,0.0424,9.48e-06,0.798,0.135,0.557,109.993,270326.0,4,6
+Holy Fawn,Dark Stone,43.0,0.304,0.583,6.0,-5.313,1,0.061,0.052,0.185,0.179,0.0764,105.929,382167.0,4,10
+Ellie Goulding,"Love Me Like You Do - From ""Fifty Shades Of Grey""",78.0,0.262,0.606,8.0,-6.646,1,0.0484,0.247,,0.125,0.275,189.857,252534.0,4,9
+Rhys Lewis,No Right To Love You - Acoustic,1.0,0.531,0.269,1.0,-10.6,1,0.0406,0.866,,0.116,0.52,84.186,3.82595,4,0
+PENPALS,The Stars My Destination,46.0,0.503,0.554,5.0,-7.551,0,0.305,0.389,,0.108,0.188,79.497,180290.0,4,5
+JUVENILE,Back That Azz Up,68.0,0.874,0.714,7.0,-6.664,1,0.129,0.0155,,0.0968,0.541,95.826,265600.0,4,5
+YUKIKA,Insomnia - JP Ver.,32.0,0.738,0.802,,-3.827,0,0.0572,0.588,1.82e-05,0.234,0.744,104.95,207125.0,4,9
+LEN,Steal My Sunshine - Single Version,57.0,0.405,0.944,4.0,-8.473,1,0.249,0.527,,0.214,0.71,192.147,211467.0,4,9
+Kishore Kumar,Zindagi Ki Yahi Reet Hai,42.0,0.349,0.744,5.0,-8.625,1,0.0468,0.646,5.95e-06,0.262,0.749,93.584,5.22355,4,3
+David Bowie,Loving The Alien - 2018 Remaster,42.0,0.604,0.779,,-7.549,1,0.0262,0.0151,0.0026,0.141,0.762,118.24,7.21133333,4,10
+Suicide,Dream Baby Dream,51.0,0.688,0.716,1.0,-10.437,0,0.032,0.00905,0.732,0.0921,0.977,144.122,384907.0,4,6
+Hadag Nahash,מערבולת של חול,22.0,0.818,0.947,11.0,-3.064,0,0.0566,0.591,0.000394,0.0984,0.936,107.012,277933.0,4,5
+Depths of Hatred,Illusive Obsession,25.0,0.337,0.989,4.0,-5.035,1,0.134,1.54e-05,0.0714,0.424,0.0397,114.985,287364.0,4,8
+Brittany Howard,Stay High,54.0,0.598,0.853,9.0,-5.373,1,0.0545,0.132,0.00297,0.132,0.312,121.988,191396.0,1,2
+"Asha Bhosle, Mahendra Kapoor",Dheere Dheere Bol Koi Sun Lega,2.0,0.455,0.504,3.0,-11.032,1,0.0525,0.96,,0.107,0.767,94.544,5.633333333,4,3
+Lawrence Rothman,Kate's Not Here - Day Wave & Lawrence Rothman Remix,52.0,0.482,0.866,7.0,-4.534,1,0.0293,0.000368,0.116,0.247,0.372,147.994,187364.0,4,6
+Dead Meadow,What Needs Must Be,45.0,0.274,0.606,4.0,-6.493,1,0.03,0.00962,0.0264,0.115,0.685,77.336,256960.0,4,10
+Yuni Wa,Holding On,31.0,0.517,0.768,8.0,-4.739,0,0.0427,0.000122,0.732,0.111,0.73,172.032,245596.0,4,6
+Le Tigre,Deceptacon,74.0,0.603,0.864,4.0,-3.341,0,0.0668,0.055,0.00493,0.0986,0.616,160.488,184627.0,4,9
+Yael Levi,בלדה לנאיבית,30.0,0.588,0.248,9.0,-19.068,0,0.0448,0.291,,0.146,0.357,123.012,216733.0,4,10
+Jade Bird,Headstart,60.0,0.536,0.704,10.0,-7.612,1,0.0417,0.0932,,0.227,0.702,103.134,142819.0,4,6
+Bush,The Kingdom,49.0,0.366,0.845,2.0,-3.893,1,0.096,5.62e-05,9.98e-05,0.197,0.446,174.118,227207.0,4,10
+Kansas,Dust in the Wind,77.0,0.475,0.322,7.0,-10.687,1,0.0283,0.367,0.00056,0.11,0.387,93.503,206267.0,4,10
+Fred Hersch Trio,Infant Eyes,,0.429,0.118,10.0,-19.942,0,0.039,0.898,0.569,0.298,0.172,112.864,7.621133333,3,7
+Fred again..,Angie (I’ve Been Lost),59.0,0.72,0.888,11.0,-9.254,1,0.0847,0.14,0.23,0.0806,0.378,131.97,285093.0,4,6
+Truffel the Phunky Phaqir,Bionic Muscle,43.0,0.897,0.706,10.0,-3.925,0,0.149,0.0143,6.55e-05,0.157,0.841,91.022,180000.0,4,5
+The Black Keys,Howlin' for You,67.0,0.725,0.747,11.0,-5.545,1,0.0876,0.0272,0.0468,0.104,0.38,132.921,191956.0,4,1
+Big Spring,Keep The Lights On Me,38.0,0.445,0.886,7.0,-6.592,1,0.0647,0.00158,5.44e-06,0.0424,0.382,81.37,227262.0,4,10
+Audioslave,Getaway Car,50.0,0.574,0.456,7.0,-5.66,1,0.0259,0.157,,0.251,0.234,62.261,298893.0,4,10
+Suicide,Dream Baby Dream,51.0,0.688,0.716,1.0,-10.437,0,0.032,0.00905,0.732,0.0921,0.977,144.122,384907.0,4,1
+Powerwolf,Resurrection by Erection - Rerecorded Version,43.0,0.208,0.909,3.0,-5.24,0,0.0802,0.000652,,0.26,0.358,160.001,242807.0,4,8
+Coma Cinema,Her Sinking Sun,43.0,0.466,0.445,1.0,-5.257,0,0.0262,0.275,0.00133,0.361,0.129,90.091,153234.0,4,6
+"John McLaughlin, Shankar Mahadevan, Zakir Hussain",Sakhi,25.0,0.468,0.546,5.0,-9.335,1,0.0654,0.738,0.0298,0.114,0.32,99.934,8.44555,4,0
+ALO,Barbeque,27.0,0.683,0.616,,-9.765,1,0.0398,0.798,2.98e-06,0.134,0.704,123.446,241667.0,4,10
+The Police,Invisible Sun,51.0,0.573,0.396,10.0,-10.927,1,0.031,0.425,0.267,0.0934,0.149,120.308,224200.0,4,10
+Emil Landman,Falling,45.0,0.534,0.679,9.0,-8.346,1,0.0328,0.269,0.0197,0.112,0.209,88.007,202484.0,4,9
+Sara Evans,A Little Bit Stronger,62.0,0.536,0.65,2.0,-5.603,1,0.0337,0.282,1.16e-06,0.0876,0.288,147.93,5.033116667,4,4
+Backstreet Boys,If You Want to Be a Good Girl (Get Yourself a Bad Boy),35.0,0.758,0.869,9.0,-5.474,0,0.0568,0.146,,0.0946,0.83,113.918,4.832216667,4,9
+Bon Jovi,Do What You Can - Single Edit,52.0,0.332,0.771,8.0,-5.05,1,0.0362,0.00906,2.53e-06,0.288,0.686,172.107,231400.0,4,10
+Kadinja,The Modern Rage,31.0,0.515,0.973,11.0,-4.272,0,0.167,2.11e-05,0.000888,0.233,0.134,129.965,246720.0,4,8
+Sumo Cyco,Bad News,33.0,0.603,0.898,5.0,-5.777,0,0.125,0.00835,0.0716,0.386,0.755,156.001,234770.0,4,8
+Eloise,Who's She,15.0,0.49,0.224,5.0,-12.681,0,0.0522,0.835,3.74e-05,0.138,0.216,116.567,199400.0,4,9
+Primal Fear,Vote of No Confidence,46.0,0.439,0.984,9.0,-4.755,1,0.0915,6.25e-06,0.000746,0.0849,0.2,153.99,365987.0,4,8
+Britney Spears,Work Bitch,73.0,0.629,0.824,9.0,-6.53,1,0.159,0.155,0.000628,0.0651,0.852,128.01,247960.0,4,9
+Maggie Lindemann,Knife Under My Pillow,59.0,0.562,0.876,,-4.448,1,0.0463,0.00147,0.000678,0.217,0.525,149.971,122999.0,4,9
+Thelonious Monk Septet,Well You Needn't,31.0,0.472,0.23,5.0,-18.543,0,0.035,0.472,0.000114,0.141,0.498,93.099,682173.0,4,2
+Dire Straits,Why Worry?,49.0,0.596,0.134,4.0,-21.216,1,0.0282,0.933,0.225,0.111,0.107,93.652,504827.0,4,10
+Mondo Cozmo,Come On,39.0,0.225,0.727,,-3.78,1,0.0458,5.14e-06,5.12e-06,0.255,0.365,171.83,209529.0,4,1
+Earth Trax,Ambient Dance - Radio Mix,38.0,0.684,0.69,1.0,-9.885,1,0.0412,0.00512,0.936,0.101,0.167,120.033,231821.0,4,6
+John Harvie,Bleach (On the Rocks),63.0,0.616,0.839,2.0,-4.281,1,0.054,0.0601,,0.294,0.722,85.029,174309.0,4,10
+Ten Thousand Crows,The Lovers,40.0,0.355,0.922,,-2.061,1,0.0753,0.00013,4.3e-05,0.351,0.13,117.585,202360.0,4,8
+The Clash,Rudie Can't Fail - Remastered,50.0,0.636,0.684,6.0,-9.37,0,0.0596,0.00312,,0.0402,0.684,96.989,208867.0,4,10
+The Easybeats,Friday On My Mind,57.0,0.374,0.991,9.0,-1.101,1,0.0813,0.38,0.000719,0.0929,0.51,95.105,2.72155,4,10
+Activity,White Phosphorus,18.0,0.541,0.811,11.0,-7.292,1,0.03,0.0321,0.515,0.211,0.211,137.095,303666.0,4,10
+Olivia Meyer,Landsort,41.0,0.385,0.00573,11.0,-36.214,1,0.0365,0.991,0.699,0.0921,0.302,101.688,2.328166667,4,7
+Kate Nash,Foundations,61.0,0.502,0.904,,-4.01,1,0.0774,0.0886,,0.0839,0.868,84.461,245173.0,4,6
+John Hanks,Grenada Plaza,47.0,0.649,0.103,9.0,-18.252,0,0.0511,0.978,0.45,0.11,0.118,50.767,2.818866667,4,7
+Tame Impala,Lost In Yesterday,71.0,0.569,0.84,1.0,-4.123,1,0.118,0.0295,0.000118,0.0995,0.749,183.059,249587.0,3,6
+Full House Brew Crew,Unforgiving Land,28.0,0.499,0.956,,-5.443,1,0.079,7.29e-05,0.000383,0.412,0.605,159.988,216707.0,4,8
+bloodsimple,Dead Man Walking,50.0,0.541,0.98,1.0,-3.463,1,0.0832,0.000172,1.6e-06,0.319,0.388,107.779,237693.0,4,8
+Tamikrest,Aratane N' Adagh,18.0,0.48,0.382,10.0,-9.017,0,0.0339,0.976,0.911,0.113,0.102,144.069,312333.0,3,2
+David Bowie,The Jean Genie - 2013 Remaster,60.0,0.58,0.571,9.0,-9.116,1,0.0321,0.378,5.13e-06,0.358,0.818,128.15,248013.0,4,1
+Mandevilla,Sno Peas,49.0,0.413,0.266,3.0,-16.193,0,0.0287,0.963,0.918,0.104,0.214,61.237,2.880383333,4,7
+Carbine,Desensitised,29.0,0.179,0.921,6.0,-6.935,0,0.15,4.31e-05,0.691,0.916,0.0848,168.78,201333.0,4,8
+Young Stoner Life,Litty (feat. DaBaby),69.0,0.894,0.472,4.0,-9.837,1,0.307,0.0597,,0.139,0.464,139.977,216053.0,4,5
+daydream Masi,Night Like This,46.0,0.656,0.669,5.0,-8.371,0,0.0415,0.0788,,0.136,0.509,149.909,183218.0,4,6
+John Prine,That's the Way the World Goes Round,55.0,0.636,0.454,5.0,-16.548,1,0.0615,0.599,0.00343,0.304,0.806,155.547,3.33733333,4,0
+Mimi Webb,Dumb Love,80.0,0.569,0.422,,-5.856,1,0.0302,0.0296,,0.0613,0.175,76.96,3.45113333,4,9
+Adri√°n Otero,Me Gusta Ese Tajo,22.0,0.777,0.594,2.0,-6.35,1,0.0419,0.107,,0.125,0.724,108.073,168386.0,4,2
+Arik Einstein,אני ואתה - בדשא אצל אביגדור-רימאסטרינג,32.0,0.572,0.455,2.0,-14.201,1,0.0339,0.39,0.000121,0.0756,0.306,133.701,214571.0,4,10
+Waylon Jennings,"Luckenbach, Texas (Back to the Basics of Love)",56.0,0.684,0.45,7.0,-10.422,1,0.0332,0.704,0.00191,0.243,0.639,102.902,3.34155,4,4
+Shlomo Artzi,לא הפסקתי לחפש אותך,41.0,0.597,0.666,7.0,-5.323,0,0.0372,0.183,,0.12,0.436,136.81,238421.0,4,10
+"Suresh Wadkar, Bela",Pardesi Pardesi - Sad Version,34.0,0.408,0.402,9.0,-9.485,0,0.0397,0.784,,0.218,0.308,73.831,2.670666667,4,3
+Lil Poppa,A.M. Flights (feat. Toosii),51.0,0.482,0.635,5.0,-5.422,0,0.4,0.368,,0.122,0.817,172.231,123123.0,3,5
+Jeff Beck,I Ain't Superstitious,30.0,0.421,0.596,5.0,-10.877,1,0.362,0.536,0.000915,0.107,0.516,167.873,293027.0,3,2
+ILIRA,Dynamite,74.0,0.761,0.821,8.0,-5.238,1,0.202,0.185,,0.0692,0.388,108.13,125879.0,4,9
+Billie Eilish,Therefore I Am,88.0,0.889,0.34,11.0,-7.773,0,0.0697,0.218,0.13,0.055,0.716,94.009,174321.0,4,10
+Eric Carmen,"Hungry Eyes - From ""Dirty Dancing"" Soundtrack",75.0,0.712,0.549,5.0,-9.484,1,0.0254,0.011,,0.118,0.552,109.882,251067.0,4,10
+Sepultura,Refuse / Resist,56.0,0.475,0.953,2.0,-6.951,1,0.15,0.000291,0.00338,0.104,0.232,118.033,199227.0,4,8
+The Devil Wears Prada,Nightfall,55.0,0.261,0.985,8.0,-3.237,1,0.129,0.000187,0.00177,0.316,0.239,159.838,268200.0,3,8
+Dikla,שבועיים,38.0,0.598,0.69,5.0,-4.758,0,0.303,0.363,,0.0519,0.653,187.934,198300.0,4,9
+Billy Boy Arnold,I Wish You Would,25.0,0.654,0.568,7.0,-11.979,1,0.0272,0.226,0.00356,0.114,0.762,95.116,219560.0,4,2
+Fly Right,Oliver Hazard,31.0,0.686,0.382,10.0,-9.37,1,0.0319,0.518,3.63e-05,0.104,0.273,132.961,3.38845,4,0
+Haricharan,Jagadananda Karaka,15.0,0.597,0.686,2.0,-10.458,1,0.0749,0.288,2.93e-05,0.0876,0.804,152.049,11.61245,4,0
+NOROZ,אין מצב,23.0,0.8,0.604,8.0,-7.067,1,0.163,0.0159,1.35e-05,0.031,0.515,150.079,133046.0,4,5
+Ehud Banai,הגיטרה,17.0,0.389,0.865,,-4.622,1,0.0348,0.00158,0.000134,0.159,0.382,129.726,263720.0,4,10
+The Adverts,Gary Gilmore's Eyes,39.0,0.421,0.598,4.0,-6.078,0,0.0487,0.0349,4.8e-06,0.416,0.778,157.927,136960.0,4,1
+Cedric Burnside,We Made It,45.0,0.725,0.746,2.0,-7.785,1,0.0292,0.0223,0.0357,0.293,0.819,107.205,214613.0,4,2
+Kula Shaker,Hush,53.0,0.484,0.852,8.0,-6.83,1,0.0451,0.000251,1.05e-06,0.0761,0.806,117.792,174787.0,4,10
+Qrion,Monolith,43.0,0.731,0.644,8.0,-11.248,0,0.0416,0.0267,0.824,0.0639,0.24,120.0,322058.0,4,1
+Proxy,Raven,11.0,0.345,0.698,1.0,-8.214,1,0.171,0.00735,0.872,0.14,0.0395,127.992,354129.0,4,1
+"Amitabh Bachchan, Pran",Sir Main Vijay Bol Raha Hun - Dialogues,2.0,0.396,0.347,8.0,-15.483,1,0.373,0.95,0.289,0.398,0.497,73.548,29.45,4,3
+Lloyd Cole and the Commotions,Rattlesnakes,49.0,0.457,0.884,9.0,-9.954,1,0.0675,0.02,4.17e-05,0.09,0.682,151.747,207427.0,4,1
+Sam Flax,Fire Doesn't Burn Itself,35.0,0.547,0.757,6.0,-2.479,0,0.0362,0.000577,0.197,0.0789,0.335,112.919,327489.0,4,9
+SEB,seaside_demo,62.0,0.706,0.824,,-7.959,1,0.0694,0.355,0.000133,0.111,0.86,94.98,132000.0,4,9
+Scorpions,Blackout - 2015 Remaster,42.0,0.186,0.943,9.0,-2.154,1,0.0874,0.0068,0.0622,0.59,0.603,179.557,230840.0,4,8
+"Britney Spears, G-Eazy",Make Me... (feat. G-Eazy),,0.702,0.7,7.0,-6.672,0,0.0925,0.146,,0.206,0.591,122.982,3.849333333,4,9
+"Kishore Kumar, Alisha Chinai",Kate Nahin Kat Te,39.0,0.569,0.55,8.0,-10.342,1,0.0702,0.589,,0.0931,0.495,131.082,6.628216667,4,3
+Erick the Architect,I Can't Lose,56.0,0.678,0.627,10.0,-10.659,0,0.164,0.21,,0.397,0.365,115.062,197500.0,4,5
+Nasta Super,Que Curioso,17.0,0.701,0.612,8.0,-9.65,0,0.0325,0.367,5e-05,0.103,0.26,99.131,314840.0,3,2
+The Beths,Jump Rope Gazers,39.0,0.56,0.412,5.0,-11.908,1,0.0255,0.00795,1.43e-06,0.107,0.44,99.979,312182.0,4,1
+Sonic Youth,I Love You Mary Jane,45.0,0.643,0.271,,-16.505,0,0.0842,0.00235,0.461,0.546,0.263,79.402,229267.0,4,10
+Old Dominion,I Was On a Boat That Day,72.0,0.535,0.915,11.0,-3.819,1,0.0991,0.00699,,0.224,0.731,140.13,2.976883333,4,4
+Peled,פלאטו,22.0,0.797,0.475,9.0,-10.674,0,0.158,0.258,2.1e-06,0.168,0.584,120.041,285179.0,4,5
+Dudu Aharon,אל תסגרי לי ת׳דלת,19.0,0.532,0.5,4.0,-6.3,0,0.0265,0.51,,0.0959,0.642,99.739,274880.0,4,9
+The Killers,Somebody Told Me,74.0,0.497,0.97,10.0,-4.851,0,0.0836,9.04e-05,0.000674,0.101,0.689,138.081,197200.0,4,10
+Big Audio Dynamite,E=MC2,50.0,0.721,0.782,2.0,-9.723,0,0.0529,0.716,,0.204,0.844,129.975,354627.0,4,6
+Cradle Of Filth,Cruelty Brought Thee Orchids,39.0,0.262,0.983,,-4.855,0,0.102,0.000977,0.00687,0.294,0.366,132.606,438733.0,4,8
+"Johnny ""Guitar"" Watson",Cuttin' In,29.0,0.537,0.356,10.0,-12.071,1,0.0315,0.721,,0.0973,0.564,85.307,195133.0,3,2
+D√òDSENGEL,AZONEI WYRDWALKER,25.0,0.138,0.951,10.0,-3.951,0,0.178,2.22e-05,0.484,0.244,0.0262,140.345,478302.0,4,8
+Flying Lotus,Black Gold,62.0,0.401,0.918,8.0,-5.274,1,0.367,0.0149,0.77,0.397,0.525,86.063,95973.0,4,1
+Boy 8-Bit,Suspense Is Killing Me,19.0,0.962,0.253,5.0,-11.178,0,0.335,0.00578,,0.0751,0.137,127.003,293883.0,4,6
+Mazzy Star,Fade Into You,73.0,0.42,0.33,9.0,-13.925,1,0.0275,0.245,0.000679,0.0677,0.175,157.143,295600.0,3,6
+The Clash,Rock the Casbah - Remastered,71.0,0.797,0.872,9.0,-6.727,0,0.0575,0.291,,0.284,0.866,129.885,3.70711667,4,10
+Cheap Trick,California Man,36.0,0.527,0.939,9.0,-7.97,1,0.0467,0.0065,3.83e-05,0.177,0.865,155.838,224800.0,4,2
+Eden Ben Zaken,חצי מדינה,36.0,0.585,0.633,5.0,-5.243,0,0.0371,0.512,,0.206,0.367,150.093,177337.0,4,9
+Cracker,Low,58.0,0.329,0.646,7.0,-6.962,1,0.0283,0.0093,0.00469,0.101,0.471,173.974,276132.0,4,10
+Alan Jackson,Chattahoochee,72.0,0.606,0.706,,-9.665,1,0.0379,0.362,,0.16,0.819,174.533,2.469333333,4,4
+Billy Joel,"Lullabye (Goodnight, My Angel)",57.0,0.442,0.157,7.0,-13.791,1,0.0324,0.948,,0.224,0.22,76.48,214400.0,4,10
+Britney Spears,Overprotected - The Darkchild Remix - Remastered,39.0,0.433,0.815,5.0,-4.737,0,0.38,0.0072,1.92e-06,0.356,0.911,191.803,3.334216667,4,9
+Junkyard Drive,Let It Burn,36.0,0.367,0.856,1.0,-11.546,1,0.065,6.98e-05,0.00609,0.0492,0.322,167.849,220000.0,4,10
+Jake Wesley Rogers,Middle of Love,47.0,0.563,0.612,10.0,-6.785,1,0.0369,0.0406,6.33e-06,0.432,0.341,134.896,200902.0,4,1
+Hannah Wicklund,Bomb Through the Breeze,44.0,0.401,0.591,2.0,-4.65,1,0.0299,0.00252,0.00278,0.313,0.691,82.133,164645.0,4,2
+Middle Kids,Stacking Chairs,39.0,0.549,0.758,8.0,-5.991,1,0.0262,0.0267,0.000376,0.213,0.486,109.975,188347.0,4,6
+Hatikva 6,לחזור הביתה,43.0,0.521,0.65,8.0,-6.474,1,0.0436,0.272,,0.0844,0.743,156.003,231526.0,4,9
+Sad Night Dynamite,Krunk - LARRY PINK THE HUMAN Remix,34.0,0.599,0.815,1.0,-3.426,1,0.0373,0.00608,0.282,0.118,0.213,100.013,250800.0,4,10
+Dylan Scott,My Girl,67.0,0.652,0.719,1.0,-7.251,1,0.033,0.0353,,0.108,0.24,94.969,3.294,4,4
+Freak Slug,Radio,42.0,0.693,0.528,1.0,-8.468,1,0.0259,0.699,0.846,0.114,0.597,107.949,191528.0,4,6
+Reymour,De ma Tour,37.0,0.632,0.787,10.0,-7.42,0,0.0326,0.295,0.302,0.572,0.808,149.967,196986.0,3,6
+Kishore Kumar,Hum To Mohabbat Karega,9.0,0.806,0.427,9.0,-7.701,0,0.209,0.948,0.00097,0.112,0.878,103.606,3.254,4,3
+The Cold Stares,In the Middle,27.0,0.703,0.606,9.0,-9.871,1,0.0303,0.0392,0.0322,0.139,0.567,90.065,214818.0,4,2
+Syl Johnson,Who's Still in Love,9.0,0.749,0.857,,-6.188,1,0.0603,0.0709,0.000516,0.067,0.847,118.728,189093.0,4,2
+Helena Deland,Someone New,45.0,0.535,0.763,1.0,-10.16,0,0.0788,0.578,0.573,0.103,0.166,148.027,229502.0,4,1
+Eleine,Mein Herz brennt,44.0,0.546,0.667,7.0,-9.884,1,0.0401,0.000272,0.125,0.108,0.185,83.235,281373.0,4,8
+Declan McKenna,Brazil,73.0,0.687,0.617,4.0,-5.213,1,0.0287,0.0941,1.27e-05,0.0898,0.665,121.079,252307.0,4,6
+Josh Teskey,Push The Blues Away,51.0,0.538,0.381,2.0,-8.119,1,0.0349,0.797,3.56e-06,0.115,0.193,86.023,209619.0,4,2
+Tones And I,Cloudy Day,73.0,0.705,0.776,4.0,-6.096,1,0.0445,0.0643,2.81e-06,0.0246,0.366,116.011,3.0884,4,9
+Pavement,Gold Soundz,53.0,0.448,0.614,9.0,-9.357,1,0.031,0.0675,,0.14,0.479,126.459,159707.0,4,6
+LASTMONDAY,Freestyle Cruda,29.0,0.636,0.824,,-7.458,1,0.134,0.137,,0.208,0.765,184.05,149348.0,4,9
+Britney Spears,Invitation,,0.366,0.652,6.0,-7.17,1,0.11,0.0332,6.85e-05,0.0947,0.156,112.33,3.333116667,4,9
+TV On The Radio,Wolf Like Me,59.0,0.346,0.785,7.0,-4.991,1,0.0434,0.00165,0.00806,0.124,0.186,175.986,277467.0,4,1
+Ali Handal,Shut Your Mouth and Do Something,31.0,0.611,0.688,7.0,-6.044,1,0.0848,0.00402,1.84e-06,0.15,0.691,119.995,200449.0,4,2
+Wetter,Love Is All Around,36.0,0.547,0.514,8.0,-5.856,1,0.0298,0.45,,0.0373,0.415,80.943,265265.0,4,10
+Giraffes? Giraffes!,At the Turf Field Behind My Parents' House,37.0,0.563,0.648,9.0,-13.441,1,0.0284,0.529,0.882,0.342,0.685,80.002,273782.0,4,10
+Morray,Trenches,58.0,0.644,0.607,2.0,-8.066,1,0.47,0.00685,,0.0786,0.403,161.796,193200.0,3,5
+–∏—Å—Ç–æ—á–Ω–∏–∫,—Å—Ç—Ä–∞—Ö,40.0,0.379,0.685,11.0,-6.433,0,0.0353,0.0134,0.00778,0.294,0.112,105.584,203333.0,4,6
+TOOL,Fear Inoculum,62.0,0.31,0.584,7.0,-10.091,1,0.042,0.000827,0.512,0.0528,0.16,86.913,620101.0,4,8
+Tesher,Jalebi Baby,77.0,0.68,0.895,2.0,-7.144,1,0.0378,0.0156,0.000374,0.145,0.824,93.037,189375.0,4,9
+UniBe@t,Expectations,17.0,0.77,0.665,9.0,-7.58,0,0.43,0.00592,0.156,0.268,0.725,113.974,271579.0,4,6
+Guns N' Roses,Nightrain,61.0,0.4,0.992,6.0,-6.995,1,0.0725,0.107,0.0117,0.179,0.243,149.412,266173.0,4,10
+U2,Stuck In A Moment You Can't Get Out Of,64.0,0.526,0.665,4.0,-4.997,1,0.0243,0.407,0.000271,0.169,0.285,158.493,273467.0,4,10
+blink-182,Darkside,62.0,0.497,0.923,4.0,-3.04,1,0.11,0.00627,,0.082,0.545,155.11,180960.0,4,10
+Mac Curtis,That Ain't Nothin' but Right,23.0,0.691,0.749,9.0,-5.686,1,0.042,0.603,0.00376,0.0469,0.867,94.989,134493.0,4,10
+luxury elite,Strut (猫 シ Corp. Remix),38.0,0.582,0.94,1.0,-7.675,1,0.0389,0.0406,0.923,0.696,0.671,92.946,145087.0,4,6
+Down for Tomorrow,Trouble Prone,28.0,0.471,0.927,2.0,-3.165,1,0.0743,1.78e-05,,0.135,0.479,138.025,149629.0,4,10
+Mickey Lamantia,Honky Tonk Confessions,44.0,0.671,0.667,2.0,-5.451,1,0.0271,0.0328,,0.08,0.671,111.967,228853.0,4,10
+Omer Adam,בוקרשט,37.0,0.653,0.941,,-2.939,0,0.114,0.134,,0.318,0.613,129.96,227840.0,4,9
+Samia,Big Wheel,58.0,0.553,0.512,5.0,-7.759,1,0.0465,0.569,3.87e-05,0.107,0.259,94.96,195773.0,4,6
+"Udit Narayan, Sadhana Sargam",Pehla Nasha,55.0,0.458,0.339,5.0,-14.309,1,0.0333,0.775,2.04e-05,0.0799,0.529,151.986,4.856666667,4,3
+ZZ Top,Cheap Sunglasses,48.0,0.617,0.461,5.0,-14.485,0,0.0434,0.148,0.0151,0.12,0.828,93.853,288400.0,4,10
+Queensrÿche,Silent Lucidity - Remastered 2003,63.0,0.462,0.628,7.0,-5.659,1,0.0274,0.0534,0.00025,0.12,0.0981,140.049,347760.0,4,8
+Young Stoner Life,Ski,82.0,0.953,0.621,8.0,-7.638,0,0.221,0.017,,0.0398,0.883,123.016,152333.0,4,5
+Curley Weaver,You Was Born To Die,37.0,0.564,0.269,2.0,-13.749,1,0.0443,0.995,0.00483,0.132,0.602,103.355,171546.0,4,2
+Talking Heads,Once in a Lifetime - 2005 Remaster,70.0,0.644,0.919,2.0,-6.289,1,0.0561,0.181,0.134,0.622,0.871,117.459,259907.0,4,6
+Fuel,Hemorrhage (In My Hands),48.0,0.313,0.831,1.0,-3.894,1,0.0404,0.000127,0.000341,0.24,0.332,152.034,236867.0,4,10
+Eric B. & Rakim,Paid In Full,50.0,0.902,0.743,7.0,-11.136,1,0.229,0.000755,0.00104,0.0555,0.423,98.944,228267.0,4,5
+bonsi,Mouth of Shame,32.0,0.468,0.539,4.0,-12.652,0,0.241,0.5,0.00714,0.132,0.0824,115.083,221217.0,4,1
+SID,声色,37.0,0.408,0.591,5.0,-4.151,1,0.0305,0.0836,,0.102,0.269,74.783,303667.0,4,10
+Van Halen,Jump - 2015 Remaster,78.0,0.572,0.835,,-6.219,1,0.0317,0.171,0.000377,0.0702,0.795,129.981,4.02666667,4,10
+Prince Rapid,Gladiator - Instrumental,9.0,0.78,0.972,6.0,0.119,0,0.253,0.0107,0.0296,0.1,0.958,137.056,198000.0,4,5
+Aura Blum,Dolor,29.0,0.533,0.562,6.0,-6.664,0,0.0247,0.526,0.616,0.182,0.278,103.055,196408.0,4,6
+WSTR,Filthy,51.0,0.614,0.885,8.0,-6.485,1,0.0891,0.0123,,0.312,0.577,117.98,187207.0,4,10
+Aviv Geffen,גשם כבד עומד ליפול,34.0,0.263,0.753,7.0,-3.842,1,0.0341,0.123,9.48e-05,0.724,0.47,126.388,242693.0,4,10
+Langston Hughes,Dreams,8.0,0.745,0.102,2.0,-19.061,1,0.937,0.982,,0.124,0.371,88.247,57443.0,4,5
+From Sorrow To Serenity,Reclaim,30.0,0.503,0.979,,-3.685,0,0.0596,0.00102,0.862,0.14,0.391,106.015,196320.0,4,8
+MC Lyte,Poor Georgie,44.0,0.837,0.688,10.0,-7.307,0,0.216,0.0329,,0.0999,0.708,95.565,270093.0,4,5
+Songhoy Blues,Soubour,43.0,0.62,0.875,11.0,-5.957,0,0.0256,0.0159,0.374,0.344,0.903,101.872,212307.0,4,2
+Dustin Tebbutt,Love Is Blind,34.0,0.571,0.477,2.0,-12.319,1,0.0392,0.6,0.391,0.111,0.466,77.954,3.88453333,4,0
+The Smashing Pumpkins,Farewell And Goodnight - Remastered 2012,43.0,0.648,0.295,11.0,-15.026,1,0.0292,0.811,0.0164,0.0806,0.175,140.062,264240.0,4,10
+U2,Red Hill Mining Town - Remastered 2007,43.0,0.337,0.657,,-9.316,1,0.033,0.161,0.0029,0.257,0.415,69.129,292867.0,4,10
+American Authors,Luck,53.0,0.554,0.806,,-3.463,1,0.046,0.00177,,0.165,0.646,144.923,220693.0,4,10
+Kali,Do A Bitch (Remix) [feat. Rico Nasty],64.0,0.874,0.531,11.0,-8.425,1,0.34,0.0252,,0.305,0.514,111.999,198951.0,4,5
+boy-ish,time again,23.0,0.875,0.408,10.0,-10.056,1,0.247,0.841,0.183,0.0579,0.472,131.972,150828.0,4,6
+Jason Aldean,Amarillo Sky,60.0,0.491,0.776,2.0,-3.887,1,0.0393,0.314,,0.146,0.428,154.988,3.375783333,4,4
+fanclubwallet,Bike Song,31.0,0.821,0.695,7.0,-5.841,1,0.042,0.0402,0.0312,0.0599,0.903,107.006,144667.0,4,6
+Biddu,Baat Ban Jaye - Qurbani / Soundtrack Version,26.0,0.689,0.617,7.0,-10.666,1,0.0314,0.645,0.574,0.0546,0.978,108.811,3.25645,4,3
+Jme,96 Bars of Revenge,42.0,0.566,0.907,1.0,-8.277,1,0.522,0.0546,,0.119,0.56,93.164,224213.0,5,5
+The Smashing Pumpkins,Landslide,59.0,0.422,0.208,10.0,-15.886,1,0.0318,0.896,0.0265,0.192,0.354,111.549,190587.0,3,10
+Neumatic Parlo,Real Insight,21.0,0.397,0.835,11.0,-8.619,1,0.0383,1.32e-05,0.694,0.21,0.389,147.017,202953.0,4,10
+Nick Lowe,Cruel To Be Kind,57.0,0.694,0.656,,-10.598,1,0.026,0.0586,1.81e-06,0.0505,0.803,131.679,210131.0,4,10
+Fantastic Negrito,Chocolate Samurai,46.0,0.739,0.669,5.0,-8.79,1,0.0386,0.0274,0.00464,0.123,0.547,128.26,295839.0,4,10
+Alessia Cara,Sweet Dream,71.0,0.76,0.532,,-9.177,1,0.127,0.252,,0.252,0.5,123.064,3.03136667,4,9
+Northlane,Clockwork,60.0,0.48,0.97,8.0,-5.006,0,0.0595,3.72e-05,0.309,0.29,0.346,136.123,238373.0,4,8
+Mahendra Kapoor,Jai Janani Jai Bharat Maa,1.0,0.571,0.585,1.0,-8.611,1,0.123,0.974,1.59e-05,0.113,0.825,82.565,3.34,3,3
+"Pritam, Arijit Singh, Antara Mitra, Nikhil D'Souza",Dil Hi Toh Hai,55.0,0.482,0.694,,-5.368,1,0.042,0.452,,0.11,0.573,90.196,4.674933333,4,3
+Mohammed Rafi,Chahoonga Main Tujhe,25.0,0.352,0.331,8.0,-12.489,1,0.0489,0.994,0.663,0.245,0.255,77.039,4.908216667,4,3
+Icewear Vezzo,Up The Sco (feat. Lil Durk),58.0,0.828,0.663,10.0,-6.158,0,0.357,0.172,,0.206,0.691,78.477,165121.0,4,5
+Dayglow,Woah Man,,0.497,0.675,2.0,-7.442,1,0.0332,0.0035,0.000367,0.219,0.338,79.965,208587.0,4,6
+Tame Impala,Remember Me,52.0,0.631,0.851,7.0,-5.871,1,0.04,0.392,0.0647,0.57,0.469,107.008,261040.0,4,10
+The Isley Brothers,That Lady - Live,22.0,0.465,0.903,,-6.971,0,0.081,0.000515,0.00783,0.853,0.787,142.687,216907.0,4,10
+Robert Plant,Big Log - 2006 Remaster,59.0,0.554,0.639,9.0,-7.163,0,0.0278,0.359,0.00274,0.205,0.644,180.638,5.08,4,10
+Mos Def,Ms. Fat Booty,69.0,0.782,0.589,1.0,-4.827,1,0.189,0.148,,0.164,0.869,90.438,223547.0,4,5
+Sonna,Something's Gotta Give,31.0,0.666,0.463,1.0,-7.806,0,0.086,0.413,,0.232,0.497,84.903,140965.0,4,5
+Glen Hansard,Wedding Ring,41.0,0.481,0.385,4.0,-12.981,1,0.0458,0.62,0.117,0.114,0.363,148.504,4.78888333,3,0
+Hyro The Hero,Bullet,51.0,0.59,0.857,6.0,-3.982,0,0.0831,4.67e-05,6.4e-06,0.284,0.652,110.027,173733.0,4,8
+Faith Hill,Cry,47.0,0.512,0.645,8.0,-5.631,1,0.029,0.141,,0.0987,0.283,111.015,3.771783333,3,4
+R.E.M.,Losing My Religion,82.0,0.666,0.855,9.0,-5.051,0,0.0295,0.179,1.2e-06,0.0987,0.803,125.639,268427.0,4,10
+"Alexander Glazunov, Julian Lloyd Webber, Royal Philharmonic Orchestra, James Judd","Mélodie, Op.20, No.1",,0.105,0.092,2.0,-23.655,1,0.0422,0.99,0.864,0.116,0.0838,89.542,6.625333333,4,7
+Sorry,Starstruck - Single Version,53.0,0.608,0.759,11.0,-7.246,0,0.034,0.0569,0.302,0.169,0.861,124.504,204080.0,4,1
+WHOKILLEDXIX,spy?,77.0,0.87,0.565,11.0,-5.356,0,0.0581,0.0631,0.0579,0.104,0.646,100.041,2.565366667,4,9
+The Orwells,Who Needs You,42.0,0.3,0.88,5.0,-4.573,1,0.0465,1.37e-05,0.0273,0.0746,0.563,207.92,199147.0,4,6
+James Smith,I Don't Wanna Know,44.0,0.254,0.266,7.0,-8.603,1,0.0347,0.791,1.42e-06,0.114,0.221,165.336,208954.0,3,9
+Mark Morton,All I Had To Lose (feat. Mark Morales),45.0,0.328,0.232,9.0,-16.28,0,0.0339,0.419,,0.11,0.412,149.444,195700.0,4,10
+Audioslave,Cochise,67.0,0.452,0.873,9.0,-4.867,1,0.0613,0.000519,,0.0592,0.433,80.473,222027.0,4,10
+Girlhood,It Might Take A Woman,49.0,0.59,0.864,4.0,-5.478,1,0.0327,0.000453,1.06e-06,0.275,0.272,102.972,190960.0,4,6
+Sticky,Booo! (feat. Ms Dynamite) - Original Dirty Mix,46.0,0.6,0.77,6.0,-7.077,1,0.195,0.0004,0.000264,0.0533,0.625,131.582,327293.0,4,5
+Mr Eazi,The Don,55.0,0.637,0.457,2.0,-8.455,1,0.259,0.402,0.000129,0.231,0.4,66.743,168896.0,3,9
+Processor,Royal Leash,47.0,0.6,0.833,1.0,-3.736,1,0.0402,3.68e-05,0.805,0.646,0.16,118.023,223729.0,4,8
+Glass Heart,Loved & Lost,10.0,0.499,0.905,11.0,-9.354,0,0.0585,0.000186,,0.072,0.418,110.019,244500.0,4,8
+Leah Nobel,Over the Moon,39.0,0.641,0.435,2.0,-9.88,1,0.0485,0.461,0.000153,0.132,0.22,76.01,208882.0,4,9
+Flyleaf,All Around Me,53.0,0.472,0.88,9.0,-4.925,1,0.0519,0.0257,,0.0506,0.5,146.929,198467.0,4,10
+Dan Mangan,Fool For Waiting,45.0,0.325,0.342,7.0,-8.86,1,0.0358,0.748,6.63e-05,0.101,0.264,92.08,4.05333333,4,0
+Jammz,The World,14.0,0.856,0.336,1.0,-10.061,0,0.0777,0.0403,0.0857,0.116,0.249,143.002,229700.0,4,5
+Gary Moore,Cold Wind Blows,11.0,0.608,0.739,4.0,-10.582,0,0.0416,0.0102,0.552,0.202,0.268,97.884,329733.0,4,2
+Abbath,Winter Bane,39.0,0.471,0.959,8.0,-6.042,1,0.0545,1.02e-05,0.844,0.183,0.194,141.969,409840.0,4,8
+Daniel Lee,Huckleberry,44.0,0.442,0.615,,-7.909,1,0.0321,0.0557,5.73e-05,0.182,0.44,84.944,230412.0,4,10
+Rush,What You're Doing,37.0,0.436,0.826,11.0,-9.457,0,0.0532,0.0305,0.00572,0.128,0.56,99.106,262107.0,4,10
+Whitney Houston,Greatest Love of All - Live from That's What Friends Are For: Arista Records 15th Anniversary Concert,36.0,0.321,0.604,8.0,-6.718,1,0.0554,0.643,,0.977,0.267,112.01,6.838,4,9
+Ali Gatie,Sunrise,55.0,0.684,0.495,5.0,-8.282,0,0.0297,0.223,,0.154,0.19,99.991,184710.0,4,9
+Omer Adam,נשבעתי לעולם,27.0,0.447,0.59,10.0,-4.331,0,0.0281,0.477,2.43e-06,0.144,0.304,145.014,295093.0,4,9
+Chelsea Cutler,Walking Away,69.0,0.551,0.381,2.0,-8.919,1,0.203,0.748,,0.135,0.271,97.216,2.93953333,4,9
+The Animals,House of the Rising Sun,74.0,0.316,0.484,9.0,-9.11,0,0.0308,0.000334,0.00445,0.0912,0.299,117.363,269907.0,3,6
+New Order,Blue Monday - 2016 Remaster,67.0,0.793,0.703,,-9.548,1,0.0581,0.000726,0.88,0.075,0.856,130.27,450800.0,4,6
+Blind Faith,Can't Find My Way Home,34.0,0.32,0.545,1.0,-14.043,1,0.0415,0.586,0.00262,0.605,0.605,87.618,373893.0,4,6
+Hiatus Kaiyote,Get Sun (feat. Arthur Verocai) - Pocket Size Radio Edit,55.0,0.311,0.632,7.0,-6.852,1,0.0878,0.0206,0.000429,0.0714,0.467,90.713,280375.0,4,1
+BONES UK,Pretty Waste,51.0,0.66,0.835,4.0,-3.79,1,0.114,0.0001,0.000443,0.247,0.544,94.014,170500.0,4,10
+Eddie Burns,You Got To Love Me With A Feeling,5.0,0.49,0.485,2.0,-8.14,1,0.132,0.733,0.0188,0.0867,0.523,185.73,336040.0,3,2
+Sonny Boy Williamson I,Got The Bottle Up And Gone,35.0,0.612,0.117,9.0,-15.357,1,0.177,0.99,0.00031,0.0788,0.781,172.444,153260.0,4,2
+The Chemical Brothers,Block Rockin' Beats,4.0,0.558,0.982,10.0,-3.125,0,0.063,0.0221,0.508,0.117,0.684,109.372,313667.0,4,6
+Apoorva Krishna,Valencia,13.0,0.61,0.712,5.0,-6.822,1,0.0408,0.135,0.483,0.175,0.349,99.975,294999.0,5,6
+CLOVES,Better Now - Acoustic,45.0,0.741,0.164,11.0,-12.18,0,0.0334,0.924,0.000889,0.108,0.299,100.491,234551.0,3,9
+Dani de Morón,Creer Para Ver,41.0,0.4,0.285,5.0,-12.209,0,0.0625,0.969,0.862,0.109,0.105,79.115,5.96645,4,7
+The Searchers,Needles and Pins - Mono,57.0,0.565,0.953,9.0,-6.504,1,0.0393,0.0546,2.95e-05,0.0637,0.887,124.287,131360.0,4,10
+REINDIER,You Took It All,20.0,0.509,0.333,6.0,-12.622,0,0.0779,0.0835,2.6e-06,0.133,0.243,111.002,181127.0,4,9
+Judas Priest,Lightning Strike,54.0,0.521,0.915,9.0,-5.705,0,0.0544,1.69e-05,0.43,0.065,0.336,112.507,209453.0,3,8
+Sam Hunt,Break Up In A Small Town,68.0,0.579,0.776,8.0,-5.365,1,0.173,0.0749,,0.239,0.434,136.044,3.831333333,4,4
+Daya,Montana,39.0,0.602,0.405,2.0,-7.157,1,0.0319,0.903,,0.133,0.321,137.743,203869.0,4,9
+Rasmus Jenzen,The Well,46.0,0.619,0.3,9.0,-8.95,1,0.0982,0.942,0.908,0.141,0.443,106.717,1.75025,4,7
+Moon Fever,Cocaine,45.0,0.48,0.879,11.0,-4.67,0,0.0933,8.87e-05,,0.0828,0.289,141.063,143400.0,4,8
+Deathbeds AU,A Night in Hell,32.0,0.396,0.968,3.0,-4.322,1,0.131,5.49e-05,0.494,0.263,0.178,161.021,212143.0,4,8
+The Stranglers,No More Heroes - 1996 Remaster,52.0,0.293,0.933,,-8.082,1,0.0701,0.000109,0.145,0.336,0.837,150.994,207440.0,4,10
+Muddy Waters,I'm Your Hoochie Coochie Man,3.0,0.469,0.297,7.0,-12.576,1,0.0733,0.908,,0.0604,0.802,71.683,172373.0,4,2
+SMOKIN’theJAZZ,Look up at the sky,36.0,0.699,0.678,5.0,-11.312,1,0.0398,0.0132,0.000215,0.103,0.862,110.974,277951.0,4,9
+Noel Gallagher's High Flying Birds,AKA... What A Life!,40.0,0.447,0.927,6.0,-3.3,0,0.0508,0.000297,0.362,0.0972,0.104,119.034,264480.0,4,6
+The Heavy,Short Change Hero,60.0,0.68,0.64,1.0,-6.691,0,0.0336,0.29,0.00593,0.124,0.738,105.981,322267.0,4,9
+Nekromantheon,Thanatos,16.0,0.0646,0.995,6.0,-7.07,0,0.143,7.39e-05,0.868,0.295,0.0351,204.316,214544.0,4,8
+Blue Öyster Cult,(Don't Fear) The Reaper,75.0,0.333,0.927,9.0,-8.55,0,0.0733,0.0029,0.000208,0.297,0.385,141.466,5.13533333,4,10
+Richard Thompson,1952 Vincent Black Lightning,56.0,0.488,0.209,10.0,-19.549,1,0.0369,0.374,5.05e-06,0.103,0.362,120.63,4.72488333,4,0
+YBN Almighty Jay,Bring Out The Hoochies,51.0,0.768,0.733,10.0,-7.057,0,0.068,0.0823,0.0163,0.113,0.64,116.98,150976.0,4,5
+La La Lars,Pour Qui Pourquoi,34.0,0.29,0.58,7.0,-8.18,0,0.0346,0.692,0.933,0.368,0.505,89.848,4.814666667,4,7
+Scotty McCreery,This Is It,1.0,0.557,0.511,8.0,-6.788,1,0.0291,0.254,,0.099,0.602,156.042,3.84955,4,4
+Fickle Friends,IRL,46.0,0.666,0.815,5.0,-5.692,1,0.0622,0.0702,3.57e-05,0.762,0.788,101.972,204065.0,4,9
+Saves The Day,Shoulder to the Wheel,45.0,0.35,0.958,4.0,-4.597,1,0.0949,0.000436,,0.314,0.555,190.501,199573.0,4,10
+Gaffa Tape Sandy,Kill the Chord,34.0,0.358,0.912,9.0,-4.651,1,0.05,3.36e-06,0.00271,0.122,0.578,156.873,205400.0,4,10
+TV On The Radio,Golden Age,30.0,0.71,0.807,5.0,-5.83,0,0.0622,0.0147,5.6e-05,0.0949,0.565,110.051,251893.0,4,6
+The Cars,Magic,49.0,0.683,0.806,9.0,-7.574,1,0.042,0.125,0.000548,0.191,0.962,118.032,3.95155,4,10
+Osi And The Jupiter,Baldur,46.0,0.104,0.352,9.0,-15.31,0,0.0422,0.194,0.858,0.0904,0.0373,90.265,395337.0,3,8
+The Surfaris,Wipe Out,45.0,0.461,0.955,11.0,-6.684,1,0.0489,0.111,0.532,0.952,0.725,160.073,166092.0,4,10
+Johnny Duncan,Thinkin' of a Rendezvous - Single Version,45.0,0.674,0.552,9.0,-9.904,1,0.04,0.23,,0.274,0.787,127.313,3.379783333,4,4
+Dimmu Borgir,The Serpentine Offering,45.0,0.135,0.964,7.0,-3.492,0,0.113,3.18e-05,0.0297,0.0731,0.0799,154.486,309213.0,3,8
+Climax Blues Band,"Hey Baby, Everything's Gonna Be Alright, Yeh Yeh Yeh",31.0,0.462,0.877,7.0,-9.245,0,0.0459,0.147,0.857,0.362,0.852,133.131,266120.0,4,2
+Beastie Boys,Fight For Your Right,70.0,0.503,0.858,8.0,-6.296,1,0.0657,0.00757,0.00234,0.0803,0.419,133.615,208653.0,5,10
+Elmore James,The Sky Is Crying,53.0,0.294,0.611,2.0,-6.268,1,0.0348,0.0226,0.435,0.114,0.567,178.191,166400.0,3,2
+Brent Faiyaz,"Gravity (feat. Tyler, The Creator)",79.0,0.539,0.615,1.0,-8.746,0,0.252,0.173,0.0056,0.144,0.493,163.924,214693.0,4,5
+Phani Narayana,Cheri Yasodaku,15.0,0.607,0.281,,-15.041,1,0.0475,0.956,0.667,0.116,0.414,151.986,320993.0,4,6
+Loverboy,Working for the Weekend,68.0,0.515,0.766,7.0,-12.768,1,0.0343,0.0249,0.00103,0.455,0.774,146.911,221000.0,4,10
+Sonny Landreth,Soul Salvation - Live,27.0,0.561,0.836,9.0,-8.904,1,0.0913,0.184,0.00355,0.859,0.495,132.041,272160.0,3,2
+Nirvana,Polly,62.0,0.83,0.382,2.0,-11.231,0,0.0566,0.884,0.301,0.11,0.54,121.12,173853.0,4,10
+Atmosphere,God's Bathroom Floor,53.0,0.596,0.712,6.0,-5.305,1,0.313,0.146,,0.103,0.2,81.846,238800.0,4,5
+Fishbone,Bonin' In the Boneyard,40.0,0.663,0.96,1.0,-4.927,1,0.108,0.0344,0.445,0.371,0.408,130.404,284627.0,4,10
+Tion Wayne,"Body (Remix) [feat. ArrDee, E1 (3x3), ZT (3x3), Bugzy Malone, Buni, Fivio Foreign & Darkoo]",90.0,0.883,0.674,11.0,-8.043,0,0.357,0.21,,0.0678,0.73,141.02,278085.0,4,5
+Thyla,Blue,23.0,0.566,0.686,9.0,-8.101,1,0.0403,9.78e-05,3.62e-05,0.372,0.738,120.952,180224.0,4,10
+Hobosexual,Trans Am Sunday,24.0,0.326,0.904,10.0,-2.683,0,0.129,0.195,0.00966,0.675,0.244,128.696,353583.0,4,10
+Keane,Somewhere Only We Know,77.0,0.448,0.665,9.0,-4.203,1,0.026,0.06,2.55e-05,0.0828,0.304,172.004,237147.0,4,10
+Marina Maximilian,Tango,36.0,0.572,0.695,7.0,-7.929,0,0.028,0.00298,0.123,0.171,0.252,140.005,250018.0,4,9
+Aviana,Heavy Feather - Instrumental,27.0,0.22,0.964,8.0,-3.927,1,0.166,4.93e-06,0.939,0.394,0.134,199.996,271333.0,4,8
+Danny Bassan,לילה,17.0,0.473,0.358,2.0,-8.795,1,0.0276,0.85,5.73e-06,0.106,0.237,98.248,267211.0,3,10
+Bryan Adams,I Thought I'd Seen Everything,32.0,0.537,0.818,6.0,-7.206,1,0.0294,0.00398,0.00133,0.0979,0.386,130.365,306547.0,4,10
+THE DRIVER ERA,Feel You Now,50.0,0.535,0.724,7.0,-5.192,1,0.191,0.102,0.000121,0.207,0.501,180.077,258477.0,4,10
+"Peter, Paul and Mary","Puff, the Magic Dragon",57.0,0.507,0.088,9.0,-23.309,1,0.0343,0.51,,0.0984,0.398,144.226,206867.0,4,10
+Runtown,Kini Issue,44.0,0.802,0.672,6.0,-4.349,1,0.0932,0.108,0.0259,0.0724,0.767,101.029,194952.0,4,9
+Arik Einstein,אהבה ממבט ראשון,41.0,0.589,0.447,7.0,-9.538,1,0.0316,0.901,2.12e-05,0.123,0.153,103.586,200827.0,3,10
+Billy Strings,Away From The Mire,53.0,0.379,0.593,6.0,-9.113,0,0.0295,0.584,0.00547,0.122,0.511,143.207,463653.0,4,1
+Wolf Alice,Giant Peach,49.0,0.503,0.812,6.0,-7.829,0,0.0754,4.75e-05,0.0639,0.691,0.136,140.902,275493.0,4,10
+BlabberMouf,Put in Work,40.0,0.908,0.609,10.0,-9.669,0,0.278,0.0611,,0.132,0.625,94.99,212211.0,4,5
+The Rolling Stones,All The Rage,41.0,0.544,0.876,7.0,-4.33,1,0.0362,0.0176,0.665,0.063,0.907,133.026,251173.0,4,10
+Aviana,Oblivion,47.0,0.26,0.981,6.0,-4.521,1,0.169,2.05e-05,0.0334,0.344,0.194,116.259,248226.0,3,8
+The Replacements,Bastards of Young - 2008 Remaster,51.0,0.438,0.916,4.0,-8.318,1,0.124,0.00573,1.07e-06,0.334,0.391,143.101,218067.0,4,10
+The Offspring,Original Prankster,63.0,0.664,0.877,2.0,-4.251,1,0.0334,0.000542,2.95e-05,0.284,0.961,146.804,220947.0,4,10
+Avenged Sevenfold,Bat Country,69.0,0.541,0.968,,-4.129,1,0.0396,0.000248,8.28e-06,0.423,0.505,125.04,311813.0,4,10
+The Verve,The Drugs Don't Work,64.0,0.442,0.52,,-8.648,1,0.0261,0.184,,0.154,0.177,77.437,304880.0,4,10
+Hoobastank,Crawling In The Dark,66.0,0.57,0.915,6.0,-4.802,0,0.105,0.000273,8.48e-05,0.178,0.676,93.54,175227.0,4,8
+Death From Above 1979,Freeze Me,60.0,0.511,0.724,,-5.927,1,0.0311,0.000826,0.00019,0.23,0.536,130.029,198081.0,4,1
+Opeth,Harvest,44.0,0.501,0.686,4.0,-6.457,0,0.0246,0.0405,0.014,0.0846,0.218,62.509,361467.0,4,8
+Chattanooga Trio,Jazzanooga,52.0,0.588,0.0493,1.0,-20.4,1,0.0355,0.882,0.496,0.136,0.202,99.929,2.792833333,4,7
+The dB's,Black And White,35.0,0.299,0.971,1.0,-6.816,0,0.069,0.000656,0.00565,0.0364,0.734,174.192,189093.0,4,10
+Kendra Collins Band,Pure Imagination,51.0,0.483,0.292,8.0,-16.653,1,0.0305,0.865,0.778,0.115,0.175,139.348,5.2579,5,7
+Nectar,Birthday,24.0,0.467,0.896,4.0,-3.31,1,0.0441,7.97e-05,0.358,0.3,0.145,109.953,242116.0,4,10
+SAULT,Why Why Why Why Why,59.0,0.805,0.61,9.0,-6.64,0,0.0357,0.338,0.0616,0.112,0.686,114.762,238679.0,4,6
+Mouth Culture,ihatesadsongs,34.0,0.651,0.71,11.0,-4.345,1,0.0302,0.0406,1.12e-06,0.309,0.521,117.079,159000.0,4,10
+The Telescopes,The Perfect Needle,31.0,0.278,0.568,2.0,-9.636,1,0.033,1.04e-05,0.664,0.331,0.216,95.514,208040.0,4,10
+Alice In Chains,Check My Brain,59.0,0.441,0.845,10.0,-3.315,1,0.0462,3.28e-06,0.0533,0.723,0.304,113.989,237907.0,4,8
+The All-American Rejects,"Swing, Swing",68.0,0.553,0.717,7.0,-5.857,1,0.0318,6.48e-05,0.128,0.0385,0.318,127.947,233267.0,4,10
+Pillow Queens,Liffey,45.0,0.319,0.771,4.0,-5.824,1,0.0456,0.000142,0.00324,0.0996,0.187,97.959,259218.0,4,6
+TOOL,Stinkfist,66.0,0.286,0.728,,-6.608,1,0.0616,0.000174,0.836,0.133,0.467,171.441,312120.0,4,8
+Backstreet Boys,Everything But Mine,31.0,0.58,0.911,11.0,-3.849,0,0.0321,0.00589,,0.327,0.597,129.908,4.11445,4,9
+Inner Wave,Mushroom,51.0,0.703,0.781,4.0,-5.536,1,0.0262,0.262,0.544,0.155,0.845,100.909,166229.0,4,6
+Heaven Shall Burn,Thoughts and Prayers,38.0,0.17,0.986,5.0,-3.951,1,0.0953,7.89e-06,0.783,0.338,0.161,162.782,298429.0,4,8
+Willie Dixon,The Little Red Rooster,35.0,0.477,0.29,4.0,-18.066,1,0.0374,0.554,0.178,0.283,0.727,122.589,215203.0,3,2
+Kings of Leon,The Bucket,58.0,0.494,0.637,,-6.004,1,0.0336,0.0789,2.77e-05,0.215,0.175,140.034,175547.0,4,10
+The Hives,Walk Idiot Walk,58.0,0.623,0.947,9.0,-3.934,1,0.103,0.00386,0.00575,0.582,0.684,146.318,211813.0,4,10
+Arca,Watch,45.0,0.669,0.732,6.0,-8.724,0,0.244,0.00308,,0.0492,0.727,150.043,148577.0,4,6
+Amitabh Bachchan,Rang Barse Bheege Chunarwali,37.0,0.656,0.5,9.0,-12.391,1,0.295,0.849,,0.1,0.598,120.608,6.10445,4,3
+Christina Perri,A Thousand Years,68.0,0.423,0.407,10.0,-7.45,1,0.0267,0.312,0.000961,0.11,0.161,139.048,285120.0,3,9
+Strapping Young Lad,Love?,51.0,0.412,0.964,6.0,-7.557,0,0.169,1.84e-06,0.146,0.502,0.232,142.536,293347.0,3,8
+Julia Michaels,Love Is Weird,70.0,0.536,0.404,11.0,-9.315,0,0.0367,0.619,,0.127,0.325,112.807,150394.0,4,9
+The Gathering,Strange Machines,43.0,0.228,0.85,,-6.23,1,0.0489,0.00223,0.00136,0.056,0.391,130.566,364693.0,4,8
+Trushinitas,By the River,37.0,0.695,0.292,1.0,-18.11,1,0.0614,0.978,0.651,0.0917,0.458,85.206,146270.0,4,6
+Idan Amedi,זוכר כמעט הכל,39.0,0.491,0.622,2.0,-9.051,0,0.0935,0.637,,0.341,0.513,80.913,209817.0,3,9
+Grimes,Violence - REZZ Remix,59.0,0.596,0.661,2.0,-7.533,0,0.0382,0.0713,0.817,0.209,0.124,99.951,195300.0,4,10
+Hundredth,Youth,43.0,0.442,0.978,8.0,-4.568,0,0.0846,2.93e-05,0.465,0.0763,0.356,89.986,210480.0,4,1
+Sarah de Warren,Flow (Acoustic Version),41.0,0.748,0.41,7.0,-8.312,0,0.0307,0.688,3e-05,0.114,0.86,100.016,191000.0,4,9
+Michael Soriano Trio,Send In the Clowns,47.0,0.408,0.239,3.0,-14.704,1,0.0341,0.941,0.851,0.104,0.172,151.622,3.449383333,3,7
+Just Geo,iBunk,8.0,0.74,0.733,,-7.142,1,0.0427,0.00349,0.485,0.106,0.643,140.012,182179.0,4,5
+COUNTERFEIT.,Getting Over It,29.0,0.406,0.986,10.0,-3.662,0,0.14,0.000288,,0.261,0.423,168.068,157694.0,4,10
+Spin Doctors,Two Princes,71.0,0.543,0.912,7.0,-10.71,1,0.0601,0.00162,2.1e-06,0.0565,0.836,103.731,256733.0,4,9
+Harlott,As We Breach,24.0,0.34,0.951,8.0,-5.376,1,0.114,5.99e-05,0.00864,0.298,0.122,100.093,292147.0,4,8
+Biig Piig,Feels Right,65.0,0.811,0.452,7.0,-8.676,1,0.115,0.162,0.00305,0.12,0.556,121.058,199006.0,4,6
+Asha Bhosle,Jeene Ke Bahane Lakhon Hain,27.0,0.636,0.692,3.0,-11.06,0,0.0351,0.31,,0.0979,0.9,123.611,6.019783333,4,3
+Buffalo Fuzz,My Cosmic Love,23.0,0.411,0.679,2.0,-6.48,1,0.0341,0.00814,,0.13,0.229,79.081,285677.0,3,8
+Slow Pulp,Steel Birds,39.0,0.581,0.432,2.0,-7.305,1,0.0262,0.461,0.00127,0.0972,0.253,140.062,203500.0,4,10
+Nothing But Thieves,Sorry - Acoustic,52.0,0.672,0.429,8.0,-7.364,0,0.0298,0.818,4.69e-06,0.205,0.481,127.912,214413.0,4,10
+Coldplay,Magic,73.0,0.738,0.482,6.0,-8.917,0,0.0402,0.0266,0.621,0.106,0.352,93.457,285014.0,4,10
+Nicholas Payton,The Last Goodbye,,0.32,0.156,2.0,-12.258,1,0.033,0.96,0.904,0.0775,0.0664,159.618,5.423333333,3,7
+DIAMANTE,Serves You Right,43.0,0.517,0.795,4.0,-6.34,0,0.0399,0.0031,,0.126,0.358,141.008,214321.0,4,8
+Lata Mangeshkar,Aji Rooth Kar Ab Kahan Jaiyega,12.0,0.428,0.413,3.0,-6.638,1,0.0319,0.985,0.288,0.174,0.654,125.296,5.0696,3,3
+Cut out Club,We Are the Ghosts,9.0,0.388,0.848,5.0,-6.939,0,0.0503,0.00381,1.39e-06,0.102,0.536,166.216,192493.0,4,6
+Emily Wolfe,Atta Blues,38.0,0.44,0.533,9.0,-5.318,1,0.0292,0.00279,0.0158,0.191,0.461,144.039,208173.0,4,10
+Johnny Cosmic,Kingdom (with The Movement),47.0,0.742,0.503,5.0,-8.396,0,0.0621,0.0604,0.066,0.12,0.444,74.004,282323.0,4,10
+Bon Jovi,Bad Medicine,69.0,0.555,0.973,9.0,-3.804,1,0.035,0.048,,0.0853,0.805,118.642,316707.0,4,10
+VVV [Trippin'you],Invierno Nuclear,37.0,0.532,0.836,9.0,-7.683,0,0.0359,0.0179,0.000772,0.0873,0.184,139.997,274000.0,3,6
+The Record Company,I Wanna Get High,42.0,0.494,0.548,9.0,-6.753,0,0.0355,0.0213,0.0294,0.183,0.129,78.028,233077.0,4,10
+To Kill Achilles,fourpercent,36.0,0.309,0.931,1.0,-9.859,1,0.167,2.16e-05,1.94e-06,0.414,0.131,197.044,174004.0,4,8
+Billy Branch,Nobody But You,24.0,0.567,0.765,10.0,-6.625,1,0.0517,0.282,3.82e-05,0.22,0.768,147.923,187187.0,4,2
+ליל אר פי ג'י,פקסס אותי יא מניאק עם ביטון,9.0,0.814,0.557,3.0,-9.184,0,0.476,0.132,,0.201,0.715,87.451,157889.0,4,5
+Culture Wars,Hunger,,0.612,0.761,3.0,-6.317,0,0.0481,0.0979,0.108,0.111,0.531,154.042,200809.0,4,10
+The Offspring,Self Esteem,75.0,0.488,0.862,,-7.595,1,0.0476,0.0204,,0.359,0.706,104.56,257827.0,4,10
+Patti Smith,People Have the Power,51.0,0.622,0.737,2.0,-9.296,1,0.0289,0.0349,4.6e-06,0.318,0.742,130.255,310400.0,4,1
+Adi Rennert,סיטואציה,15.0,0.596,0.481,11.0,-11.191,0,0.0258,0.829,0.00124,0.197,0.485,105.99,267560.0,4,10
+Jordana,I Guess This is Life,41.0,0.639,0.544,,-7.355,1,0.0318,0.261,0.00567,0.114,0.324,92.018,211630.0,4,1
+Shalom Hanoch,כדי לחיות,18.0,0.732,0.757,,-12.541,1,0.0413,0.0561,0.000251,0.244,0.916,102.233,374733.0,4,10
+"Hank Williams, Jr.",All My Rowdy Friends Are Coming Over Tonight,49.0,0.607,0.904,2.0,-7.693,1,0.0435,0.13,,0.134,0.877,146.831,2.980666667,4,4
+Hanni El Khatib,You Rascal You,41.0,0.604,0.665,5.0,-7.981,1,0.305,0.516,6.77e-06,0.0766,0.48,84.691,141093.0,4,9
+Bryan Adams,Heaven,76.0,0.382,0.589,9.0,-7.315,0,0.0267,0.0465,,0.122,0.335,140.059,243360.0,4,10
+Prithviraj Kapoor,Agar Aisa Na Hua Toh Salim Tujhe Marne Nahin Dega - Dialogues,1.0,0.597,0.31,2.0,-12.812,1,0.0847,0.979,,0.438,0.963,125.608,0.533916667,4,3
+Jamiroquai,Virtual Insanity - Remastered,70.0,0.662,0.949,6.0,-4.758,1,0.108,0.128,,0.135,0.516,91.954,229360.0,4,10
+Nadia Reid,All of My Love,33.0,0.515,0.239,1.0,-13.68,1,0.0296,0.714,9.13e-05,0.112,0.27,115.72,247041.0,4,1
+Heretical Sect,The Depths of Weeping Infinity,18.0,0.0814,0.902,7.0,-4.89,1,0.0841,2.28e-06,0.866,0.2,0.0898,83.631,277383.0,4,8
+Kate Bush,Wuthering Heights,69.0,0.481,0.392,1.0,-11.381,1,0.0312,0.366,0.0452,0.124,0.52,124.572,269067.0,4,6
+Shlomo Artzi,כרטיס ללונה פארק,23.0,0.61,0.409,4.0,-12.84,1,0.0306,0.19,4.32e-05,0.244,0.561,122.549,454240.0,4,10
+Jesse Cook,Canción Triste,49.0,0.655,0.165,1.0,-16.415,0,0.034,0.954,0.926,0.0941,0.494,138.02,5.03045,4,7
+False Advertising,You Won't Feel Love,6.0,0.495,0.783,2.0,-8.835,1,0.0361,3.65e-05,0.261,0.574,0.567,144.072,226587.0,4,10
+little hurricane,Sun Sets West,33.0,0.439,0.698,,-6.764,1,0.0643,0.171,3.73e-06,0.286,0.815,112.726,148800.0,3,10
+"Charles Gounod, Yo-Yo Ma",Ave Maria,59.0,0.132,0.0195,,-29.76,1,0.0445,0.993,0.888,0.0569,0.14,81.616,2.721116667,3,7
+Patti Smith,People Have the Power,51.0,0.622,0.737,2.0,-9.296,1,0.0289,0.0349,4.6e-06,0.318,0.742,130.255,310400.0,4,6
+Fun Lovin' Criminals,Scooby Snacks,57.0,0.76,0.577,2.0,-7.899,1,0.0339,0.0139,0.0306,0.0745,0.293,104.61,184000.0,4,10
+John Diva & the Rockets of Love,American Amadeus,29.0,0.446,0.973,1.0,-4.111,1,0.0539,0.0156,1.81e-06,0.322,0.52,169.998,240840.0,4,8
+Hole,Doll Parts,61.0,0.245,0.542,7.0,-7.159,1,0.0324,0.147,4.05e-06,0.102,0.365,204.824,211960.0,4,10
+Les Sexareenos,(Oh Mom) Teach Me How to Uncle Willy,10.0,0.34,0.807,2.0,-8.196,1,0.0528,0.657,0.947,0.266,0.858,205.773,154387.0,4,2
+The Seeds,It's A Hard Life,20.0,0.679,0.489,10.0,-14.14,0,0.0327,0.0224,0.0159,0.0848,0.863,102.357,160496.0,4,2
+Babyface Ray,Allowance (feat. Kash Doll),51.0,0.77,0.748,1.0,-4.944,1,0.0449,0.00651,0.00402,0.144,0.263,101.501,143480.0,4,5
+Allison Ponthier,Harshest Critic,45.0,0.542,0.493,11.0,-8.022,1,0.0254,0.861,5.72e-05,0.151,0.273,101.022,196211.0,4,9
+Devin Townsend,Genesis,41.0,0.536,0.841,9.0,-9.336,1,0.0912,0.00112,0.0233,0.645,0.216,128.04,365861.0,4,8
+Remi Wolf,Hello Hello Hello,54.0,0.736,0.669,1.0,-8.305,1,0.136,0.107,,0.224,0.797,86.531,172023.0,4,6
+Peled,שרשרים,26.0,0.643,0.713,4.0,-4.852,0,0.0831,0.0646,,0.131,0.449,150.003,174523.0,4,5
+HAIM,The Wire,61.0,0.548,0.632,2.0,-5.569,1,0.145,0.0126,4.95e-06,0.0769,0.535,113.682,245800.0,4,6
+Carrie Underwood,Before He Cheats,75.0,0.519,0.749,6.0,-3.318,0,0.0405,0.271,,0.119,0.29,147.905,3.33245,4,4
+ED.,Sonic Boom,32.0,0.899,0.726,10.0,-9.273,1,0.172,0.000726,0.02,0.109,0.708,115.009,219136.0,4,6
+"Nazia Hassan, Feroz Khan",Aap Jaisa Koi - Qurbani / Soundtrack Version,45.0,0.712,0.529,2.0,-8.46,1,0.0411,0.728,0.0528,0.371,0.962,108.363,4.151783333,4,3
+Marina Maximilian,תני לו לראות,26.0,0.489,0.548,7.0,-9.199,0,0.0463,0.538,0.0248,0.112,0.249,75.308,235000.0,4,9
+bl00dwave,Pink Skies,25.0,0.717,0.534,6.0,-11.072,1,0.0333,0.68,0.379,0.0716,0.124,99.998,158400.0,4,6
+HUNNY,Xbox Luvr,52.0,0.693,0.824,7.0,-8.139,0,0.0415,0.00726,0.0662,0.0826,0.822,108.018,176708.0,4,10
+Aaron Aye,Potion,26.0,0.396,0.474,3.0,-5.725,1,0.0625,0.629,,0.295,0.699,70.551,170164.0,4,9
+renforshort,"fuck, i luv my friends",3.0,0.443,0.551,4.0,-5.667,1,0.026,0.121,,0.334,0.683,168.099,163852.0,4,9
+Briston Maroney,Bottle Rocket,54.0,0.583,0.931,11.0,-4.975,0,0.125,0.0174,3.6e-06,0.405,0.319,127.034,190360.0,4,10
+Tee Grizzley,White Lows Off Designer (feat. Lil Durk),68.0,0.747,0.574,1.0,-6.587,1,0.24,0.561,,0.1,0.436,127.981,175031.0,4,5
+DMX,X Gon' Give It To Ya,78.0,0.761,0.899,10.0,-3.09,0,0.183,0.0135,,0.0719,0.673,95.027,217587.0,4,5
+Plainride,Devil At Your Heels,35.0,0.478,0.834,5.0,-6.891,0,0.0439,0.00138,0.321,0.0588,0.387,139.995,389547.0,4,8
+Like A Storm,Teardrop,42.0,0.445,0.779,9.0,-7.435,1,0.044,0.0236,0.028,0.121,0.25,75.983,238613.0,4,10
+Heart,What About Love?,,0.257,0.595,2.0,-6.692,0,0.0354,0.444,,0.416,0.294,160.6,222000.0,4,10
+"Arijit Singh, Parampara Tandon",Pal Pal Dil Ke Paas- Title Track,54.0,0.56,0.512,1.0,-7.185,0,0.0333,0.592,,0.056,0.39,123.991,4.241933333,4,3
+Anz,Unravel in the Designated Zone,41.0,0.733,0.762,3.0,-6.516,0,0.068,0.000433,0.901,0.384,0.749,130.005,288000.0,4,6
+Bile,In League,36.0,0.497,0.909,5.0,-11.786,0,0.0802,2.08e-05,0.578,0.68,0.125,139.915,292037.0,4,8
+Maisie Peters,"I'll Be There For You - Recorded at Metropolis Studios, London",53.0,0.528,0.116,2.0,-14.375,1,0.0388,0.94,,0.108,0.438,78.245,2.81331667,4,0
+Emma Hoet,jeunesse exemplaire,37.0,0.715,0.645,7.0,-6.84,0,0.0497,0.399,0.0103,0.115,0.316,117.023,228813.0,4,6
+Quaker City Night Hawks,Suit in the Back,38.0,0.744,0.562,10.0,-8.883,0,0.0327,0.0836,0.00148,0.149,0.523,104.035,173253.0,4,2
+The Clovers,"Hey, Miss Fannie - 2007 Remaster",35.0,0.613,0.279,1.0,-13.187,1,0.0432,0.757,,0.0874,0.955,165.259,146000.0,4,2
+Son House,Death Letter Blues,45.0,0.803,0.288,7.0,-15.418,0,0.0629,0.865,0.0593,0.0833,0.865,115.685,259160.0,4,2
+Black Rebel Motorcycle Club,Spread Your Love,61.0,0.415,0.901,2.0,-3.124,1,0.0428,0.00987,0.361,0.136,0.424,128.216,225333.0,4,10
+Cian Ducrot,Know Me Again (with Cate),54.0,0.558,0.407,4.0,-10.381,1,0.0281,0.842,2.77e-06,0.107,0.478,133.959,255255.0,4,9
+Lita Ford,Kiss Me Deadly,57.0,0.468,0.743,,-10.846,1,0.0326,0.00819,7.88e-05,0.369,0.648,156.103,241800.0,4,10
+LOKI,Gonz√°lez,33.0,0.52,0.307,,-16.509,1,0.0345,0.952,0.53,0.0941,0.515,140.008,238000.0,4,6
+Miley Cyrus,Midnight Sky,79.0,0.705,0.814,4.0,-5.466,0,0.0346,0.00115,0.00312,0.203,0.259,110.0,223279.0,4,10
+'68,Bad Bite,36.0,0.558,0.977,1.0,-5.082,1,0.211,0.000618,0.0013,0.316,0.473,167.984,190031.0,4,1
+Mickey Hawks,Bip Bop Boom,32.0,0.421,0.922,5.0,-5.875,1,0.0601,0.501,0.637,0.0863,0.894,88.387,96227.0,4,10
+אביב מארק,לילה של רוק טיפתי,4.0,0.4,0.723,2.0,-7.679,1,0.0626,0.349,0.00124,0.265,0.201,184.475,183164.0,4,6
+Jessy Martens and Band,Stronger,35.0,0.718,0.676,6.0,-7.442,0,0.0307,0.219,0.000167,0.338,0.595,97.027,230467.0,4,2
+Volumes,holywater,42.0,0.503,0.992,6.0,-5.407,1,0.18,1.88e-05,0.000226,0.327,0.113,139.965,164571.0,4,8
+Fredo Bang,Top (Remix) feat. Lil Durk,70.0,0.537,0.674,5.0,-6.3,1,0.274,0.0657,,0.1,0.468,98.642,158427.0,4,5
+Gretchen Wilson,Here for the Party,65.0,0.656,0.717,,-4.871,1,0.0279,0.0127,1.22e-05,0.904,0.809,123.988,3.279333333,4,4
+John Cooper Clarke,(I Married a) Monster from Outer Space,31.0,0.562,0.545,9.0,-14.392,0,0.0487,0.764,0.65,0.347,0.342,132.495,211560.0,4,6
+Alabama,High Cotton,55.0,0.661,0.581,5.0,-9.67,1,0.032,0.423,,0.11,0.863,91.11,3.005333333,4,4
+Megadeth,Symphony Of Destruction,72.0,0.61,0.891,4.0,-5.452,0,0.0587,0.000805,0.0928,0.0657,0.51,139.903,246733.0,4,8
+Bobby Timmons Trio,They Didn't Believe Me,39.0,0.518,0.12,8.0,-25.934,1,0.0467,0.808,0.8,0.117,0.354,95.735,6.78845,4,7
+Earl Hooker,You Don't Want Me,49.0,0.593,0.464,7.0,-16.925,1,0.0374,0.509,0.000214,0.166,0.763,113.001,316667.0,4,2
+Highly Suspect,Little One,47.0,0.474,0.363,7.0,-7.489,1,0.0295,0.0126,7.77e-06,0.109,0.11,139.889,241667.0,3,1
+Amy Macdonald,This Is The Life,72.0,0.628,0.882,1.0,-5.024,0,0.0323,0.259,,0.065,0.853,95.083,184413.0,4,9
+King Calaway,World For Two,53.0,0.677,0.446,10.0,-8.096,1,0.025,0.315,,0.212,0.44,96.947,3.094,4,4
+cleopatrick,hometown,63.0,0.315,0.826,7.0,-4.314,0,0.0636,0.00064,0.000687,0.0703,0.359,139.161,256072.0,4,10
+Of Monsters and Men,Sloom,46.0,0.479,0.411,1.0,-8.833,1,0.0282,0.555,0.00053,0.0797,0.316,89.779,283947.0,4,10
+Dave Edmunds,King Of Love,28.0,0.388,0.831,4.0,-8.686,1,0.055,0.16,,0.156,0.8,173.636,191320.0,4,10
+BLOXX,Coming Up Short,46.0,0.53,0.721,2.0,-4.599,1,0.0431,0.0047,5.79e-06,0.0568,0.594,150.988,195534.0,4,1
+Masked Wolf,Astronaut In The Ocean,16.0,0.778,0.695,4.0,-6.865,0,0.0913,0.174,,0.151,0.472,149.996,2.213,4,9
+STACEY,Strange (But I Like It),3.0,0.605,0.779,9.0,-4.816,0,0.0317,0.272,,0.221,0.812,122.009,224801.0,4,1
+Kyuss,Son of a Bitch,34.0,0.456,0.7,5.0,-13.014,1,0.0464,0.0353,0.0469,0.182,0.471,101.023,363307.0,4,8
+Omer Adam,שקט,37.0,0.581,0.223,7.0,-6.41,0,0.0335,0.868,,0.176,0.257,139.59,205773.0,4,9
+Joanne Shaw Taylor,Creepin',27.0,0.427,0.85,8.0,-5.524,1,0.0407,0.0493,0.46,0.348,0.695,135.208,221430.0,4,2
+Minutemen,Corona,54.0,0.47,0.913,7.0,-10.196,1,0.0343,6.59e-05,0.267,0.222,0.977,130.425,145533.0,4,1
+fern,Wasting Time,38.0,0.542,0.752,9.0,-6.463,1,0.218,0.229,0.0891,0.129,0.514,172.511,144706.0,4,6
+Luke Combs,Cold As You,70.0,0.598,0.846,6.0,-4.956,1,0.0355,0.0527,,0.113,0.328,144.04,3.101783333,4,4
+Jimmie Allen,Make Me Want To,,0.519,0.872,2.0,-3.212,1,0.0616,0.0793,,0.111,0.74,179.965,2.871333333,4,4
+Sonder,Nobody But You,73.0,0.637,0.299,7.0,-11.314,1,0.0366,0.742,,0.359,0.364,83.872,213214.0,4,6
+Biffy Clyro,End Of,42.0,0.474,0.956,2.0,-4.442,0,0.0809,0.00124,0.000597,0.114,0.589,168.148,277427.0,3,6
+The Only Ones,"Another Girl, Another Planet - 2008 re-mastered version",51.0,0.325,0.838,1.0,-6.501,0,0.144,0.0327,0.00042,0.126,0.449,156.507,181173.0,4,10
+The Vintage Caravan,Whispers,32.0,0.259,0.976,11.0,-4.654,0,0.1,1.17e-05,0.0355,0.2,0.283,149.351,224956.0,4,8
+Pepper,Warning (feat. Stick Figure),51.0,0.801,0.527,1.0,-7.191,0,0.118,0.0192,0.118,0.131,0.52,76.022,232160.0,4,10
+Machine Gun Kelly,DAYWALKER! (feat. CORPSE),79.0,0.632,0.922,7.0,-2.173,1,0.0794,0.00558,1.81e-05,0.0927,0.497,88.972,137747.0,4,10
+Sepultura,Orgasmatron,49.0,0.495,0.98,9.0,-5.467,1,0.091,0.000177,0.000451,0.227,0.326,138.217,254387.0,4,8
+Belle Mt.,Famous Son,36.0,0.72,0.742,,-5.889,1,0.0559,0.0324,,0.306,0.718,118.063,180561.0,4,10
+From Sorrow To Serenity,Red Mist,27.0,0.282,0.903,11.0,-5.554,1,0.0633,4.25e-05,0.378,0.0838,0.276,177.097,224383.0,4,8
+Built To Spill,Mountain Top,29.0,0.503,0.759,7.0,-8.7,1,0.0315,0.00755,2.15e-06,0.338,0.965,142.856,125765.0,4,6
+Svalbard,Listen to Someone,38.0,0.225,0.926,3.0,-5.378,0,0.0556,1.27e-05,0.595,0.0804,0.165,128.574,310547.0,3,8
+–ì—Ä—É–ø–ø–∞ –•–º—É—Ä—ã–π,–†–æ–¥–∏–Ω–∞,29.0,0.539,0.701,7.0,-13.176,1,0.0673,0.29,0.694,0.31,0.498,139.967,261536.0,4,6
+Lil Zay Osama,61st to 64th,56.0,0.843,0.535,6.0,-8.922,1,0.507,0.403,,0.101,0.409,73.063,121853.0,4,5
+Fontaines D.C.,I Don't Belong,50.0,0.657,0.716,9.0,-7.76,0,0.0264,0.2,0.000728,0.173,0.513,112.045,271107.0,4,6
+Bryce Janey,Funky Guitar Blues,43.0,0.563,0.871,5.0,-5.825,1,0.029,0.000197,0.0128,0.0928,0.517,114.894,261627.0,4,2
+Pharrell Williams,Frontin' (feat. Jay-Z) - Club Mix,66.0,0.894,0.404,9.0,-5.913,0,0.13,0.453,1.57e-06,0.0801,0.759,102.009,236507.0,4,5
+OurR,MUNG,36.0,0.562,0.572,9.0,-5.943,1,0.03,0.0019,0.422,0.0712,0.791,120.026,299000.0,4,10
+The Shelters,Rebel Heart,49.0,0.392,0.884,,-3.374,1,0.0385,0.00132,6.79e-05,0.35,0.508,169.123,238924.0,4,10
+Aretha Franklin,I Get High,34.0,0.444,0.406,1.0,-12.765,0,0.0535,0.119,2.46e-06,0.351,0.411,95.373,251827.0,4,5
+Casper The Ghost,Again,54.0,0.572,0.73,5.0,-7.617,1,0.0358,0.00479,,0.104,0.635,148.052,158973.0,4,10
+Alaska Reid,Oblivion,32.0,0.522,0.457,4.0,-6.094,1,0.0267,0.175,,0.209,0.25,74.914,251579.0,4,6
+MISSIO,Sing To Me,64.0,0.55,0.872,2.0,-4.742,0,0.0588,0.0864,0.000291,0.0617,0.618,142.041,189920.0,4,10
+SAINt JHN,Roses - Imanbek Remix,47.0,0.784,0.721,8.0,-5.457,1,0.0506,0.0149,0.00424,0.285,0.895,121.966,176219.0,4,9
+Bettye LaVette,Blues For The Weepers,33.0,0.617,0.57,6.0,-6.823,0,0.105,0.761,1.32e-05,0.109,0.64,145.035,226027.0,4,2
+Big Brother & The Holding Company,Ball and Chain,53.0,0.398,0.266,11.0,-14.661,0,0.0396,0.516,0.0165,0.218,0.25,81.045,567973.0,4,10
+Kishore Kumar,Tu Rutha Dil Tuta - Yaarana / Soundtrack Version,23.0,0.237,0.484,5.0,-8.521,0,0.0363,0.9,0.374,0.0909,0.642,87.352,3.08755,4,3
+The Cure,Fascination Street - Remastered,52.0,0.506,0.909,,-5.746,0,0.08,0.00145,0.457,0.17,0.499,100.101,315187.0,4,10
+John Mayer,Waiting On the World to Change,73.0,0.578,0.756,2.0,-5.82,1,0.115,0.157,0.000232,0.249,0.663,176.739,201173.0,4,10
+blond,Les bonnes manières,37.0,0.762,0.471,8.0,-9.657,1,0.166,0.658,0.631,0.101,0.658,167.033,178973.0,4,6
+Shed Seven,Chasing Rainbows,54.0,0.202,0.853,4.0,-6.326,1,0.0475,0.0245,9.5e-05,0.143,0.37,100.625,265133.0,4,6
+Everything Everything,No Reptiles,49.0,0.631,0.515,5.0,-9.038,1,0.0245,0.0339,0.00124,0.116,0.381,154.935,282853.0,4,6
+"Langhorne Slim, Jill Andrews",Sea Of Love,54.0,0.538,0.272,11.0,-10.783,1,0.0381,0.904,0.000613,0.108,0.316,118.382,3.38651667,4,0
+Black Honey,Beaches,40.0,0.594,0.851,7.0,-3.47,1,0.0514,0.00881,8.26e-06,0.0749,0.898,83.522,180356.0,4,1
+Heathen,Empire of the Blind,40.0,0.474,0.974,7.0,-3.715,0,0.0688,2.26e-06,0.0177,0.499,0.227,105.018,351613.0,4,8
+KISS,Psycho Circus,49.0,0.556,0.929,1.0,-5.055,1,0.0637,7.36e-05,0.38,0.237,0.44,121.48,330360.0,4,8
+Golden Vessel,Hesitate,59.0,0.406,0.53,2.0,-9.556,1,0.045,0.739,0.0161,0.108,0.0701,122.773,251279.0,4,6
+Beastie Boys,Intergalactic - Remastered,69.0,0.734,0.864,2.0,-6.119,1,0.303,0.022,9.85e-06,0.246,0.47,105.932,231493.0,4,5
+Smash Into Pieces,Merry Go Round,46.0,0.528,0.939,1.0,-3.085,1,0.0437,0.076,,0.412,0.577,95.98,222973.0,4,10
+R.B James,Let Me Reach That Mountain,47.0,0.704,0.111,9.0,-19.914,0,0.0599,0.925,0.889,0.106,0.179,74.969,3.525,4,7
+All Time Low,Once In A Lifetime,68.0,0.492,0.911,1.0,-3.891,0,0.113,0.015,,0.345,0.429,168.024,189543.0,4,9
+David Banner,Like A Pimp,58.0,0.844,0.846,7.0,-5.167,1,0.176,0.00487,,0.0784,0.91,144.079,254707.0,4,5
+Cage The Elephant,Too Late To Say Goodbye,62.0,0.482,0.55,4.0,-7.098,0,0.0356,0.135,,0.294,0.105,67.559,252787.0,4,10
+Truckfighters,Desert Cruiser,51.0,0.198,0.756,1.0,-7.04,1,0.0518,0.00229,0.715,0.16,0.246,121.924,449947.0,4,8
+Arijit Singh,Kalank (Title Track),,0.57,0.55,10.0,-8.343,1,0.035,0.524,3.73e-05,0.0921,0.435,117.999,5.186433333,4,3
+Five Finger Death Punch,Lift Me Up (feat. Rob Halford of Judas Priest),61.0,0.508,0.988,1.0,-3.613,0,0.165,8.45e-05,,0.209,0.174,75.018,246209.0,4,8
+Car Bomb,Lights Out,37.0,0.284,0.951,4.0,-5.134,1,0.0992,0.000189,0.85,0.369,0.181,104.722,257916.0,3,8
+"Asha Bhosle, Kishore Kumar",Phool Se Galon Pe,,0.52,0.37,4.0,-13.84,1,0.384,0.981,0.843,0.18,0.95,84.061,2.580266667,4,3
+SEND MEDICINE,She Believes in the Devil,30.0,0.596,0.658,7.0,-7.44,1,0.0337,0.258,0.000624,0.0975,0.956,88.842,269621.0,4,1
+Rauw Alejandro,El Efecto - Remix,75.0,0.771,0.769,,-3.504,0,0.0694,0.18,1.57e-05,0.345,0.931,167.969,289899.0,4,9
+Travis Tritt,Country Club,53.0,0.805,0.57,4.0,-8.215,1,0.0272,0.194,1.46e-05,0.106,0.76,126.478,3.18,4,4
+Sorry,Starstruck - Single Version,53.0,0.608,0.759,11.0,-7.246,0,0.034,0.0569,0.302,0.169,0.861,124.504,204080.0,4,10
+Phoenix,If I Ever Feel Better,66.0,0.755,0.553,6.0,-9.449,0,0.107,0.0492,0.00607,0.0646,0.836,119.7,266600.0,4,6
+ghost orange,Phantoms,27.0,0.409,0.0965,4.0,-22.079,1,0.0387,0.919,0.725,0.379,0.219,135.024,239222.0,3,6
+LOWLIVES,I Don't Like You,36.0,0.527,0.969,1.0,-3.97,1,0.0692,0.000114,0.00812,0.109,0.386,125.079,175533.0,4,10
+Nadia Reid,Oh Canada,45.0,0.6,0.613,10.0,-10.711,1,0.0258,0.0104,0.0142,0.217,0.558,129.995,287150.0,4,6
+YSN Flow,Do It Again (feat. Doe Boy),52.0,0.729,0.741,7.0,-6.537,0,0.253,0.171,,0.0972,0.877,137.457,155024.0,4,5
+Kjell Braaten,√òstavind,33.0,0.677,0.817,8.0,-8.569,0,0.0369,0.625,0.887,0.104,0.0903,95.009,193833.0,4,8
+Eli Brown,Trouble (with Talk Show),38.0,0.631,0.948,,-4.459,1,0.11,0.0286,0.0198,0.0556,0.57,130.053,197043.0,4,10
+Mooski,Track Star,81.0,0.641,0.598,7.0,-5.7,0,0.324,0.381,,0.0921,0.285,131.459,199706.0,5,5
+Primal Scream,Rocks,60.0,0.619,0.855,7.0,-4.164,1,0.0376,0.000247,0.00292,0.0318,0.935,127.671,216160.0,4,10
+Barracuda Sound,Eres Divina,40.0,0.93,0.409,4.0,-8.347,0,0.077,0.759,0.87,0.0925,0.927,119.875,2.784,4,7
+Tommy Castro,Love Is,41.0,0.76,0.776,5.0,-5.094,0,0.0645,0.0315,0.000124,0.102,0.935,99.006,280480.0,4,2
+Leon Bridges,River,74.0,0.635,0.184,8.0,-10.785,1,0.0456,0.665,,0.146,0.177,128.424,240200.0,4,2
+Hong Kong Express,"Time-Data. The Stars. The Essence. Love. Abstract Beauty. Desire. Ariseth, As The Sun.",29.0,0.637,0.287,11.0,-14.732,0,0.155,0.734,0.935,0.112,0.199,82.008,187317.0,4,6
+Memorex Memories,Curious Alice,47.0,0.383,0.512,8.0,-17.868,1,0.0601,0.0951,0.892,0.115,0.293,170.034,206158.0,4,6
+Classixx,Weekends,36.0,0.722,0.727,7.0,-7.797,1,0.0382,0.00336,0.0104,0.0944,0.708,116.024,233337.0,4,6
+Alicia Keys,No One,79.0,0.644,0.549,1.0,-5.415,0,0.0285,0.0209,8.85e-06,0.134,0.167,90.04,253813.0,4,9
+George Harrison,All Things Must Pass - 2020 Mix,64.0,0.46,0.586,9.0,-6.32,1,0.0281,0.446,1.74e-05,0.0831,0.489,122.014,226960.0,4,10
+Aretha Franklin,Jump to It,42.0,0.823,0.611,8.0,-8.899,0,0.136,0.127,4.08e-06,0.206,0.872,119.569,401267.0,4,5
+Of Monsters and Men,Slow And Steady,51.0,0.316,0.803,8.0,-7.143,0,0.0543,0.0172,0.166,0.36,0.308,117.233,301613.0,4,10
+Nairobi,Funky Soul Makossa,27.0,0.915,0.827,6.0,-7.715,1,0.137,0.0411,4.83e-06,0.0618,0.791,118.07,296253.0,4,5
+Sepultura,Arise,53.0,0.372,0.961,9.0,-6.765,0,0.0931,1.52e-05,0.0548,0.0916,0.159,115.336,198227.0,4,8
+Remi Wolf,Photo ID,71.0,0.822,0.66,1.0,-3.637,1,0.0819,0.111,,0.143,0.802,113.956,265263.0,4,6
+Tiwa Savage,Koroba,55.0,0.85,0.645,11.0,-6.302,0,0.0611,0.358,1.12e-05,0.09,0.93,104.022,156454.0,4,9
+Geeshie Wiley,Last Kind Words Blues,32.0,0.393,0.315,8.0,-11.066,1,0.0305,0.939,0.000106,0.252,0.376,137.741,181000.0,4,2
+The Kid LAROI,WITHOUT YOU,91.0,0.662,0.413,,-7.357,1,0.0299,0.213,,0.134,0.467,93.005,161385.0,4,9
+mui zyu,pour a brain,30.0,0.557,0.289,7.0,-12.165,1,0.0282,0.562,0.853,0.108,0.138,120.031,207915.0,4,6
+Metallica,Enter Sandman,79.0,0.577,0.828,6.0,-8.691,0,0.0298,0.00213,0.0114,0.0581,0.604,123.257,331267.0,4,10
+Thee Mighty Caesars,Oh Yeah,10.0,0.478,0.714,3.0,-4.033,1,0.0417,0.694,,0.353,0.731,112.234,161427.0,4,2
+Phantom Elite,The Race,42.0,0.351,0.937,2.0,-5.445,1,0.0768,0.000429,6.07e-06,0.34,0.286,199.935,230920.0,4,8
+Acceptance,In Too Far,42.0,0.423,0.885,1.0,-4.003,1,0.0481,0.000672,,0.106,0.628,75.192,173493.0,4,10
+Parquet Courts,Black And White,37.0,0.318,0.975,9.0,-4.21,1,0.0926,0.00562,0.826,0.345,0.668,174.206,182987.0,4,1
+Talking Heads,Once in a Lifetime - 2005 Remaster,70.0,0.644,0.919,2.0,-6.289,1,0.0561,0.181,0.134,0.622,0.871,117.459,259907.0,4,10
+Classic Case,Hospitalized,35.0,0.432,0.965,2.0,-3.673,0,0.0954,2.5e-05,,0.348,0.396,96.508,181400.0,4,10
+CHUNG HA,Demente - Spanish Version,58.0,0.802,0.852,7.0,-1.851,1,0.0604,0.0404,0.000437,0.0539,0.685,100.029,163799.0,4,9
+Hands Like Houses,The Water,52.0,0.47,0.902,4.0,-4.544,1,0.129,0.00419,1.78e-05,0.153,0.607,156.094,194000.0,4,10
+Sodom,Glock 'n' Roll,28.0,0.443,0.991,7.0,-5.792,1,0.121,7.19e-06,0.219,0.738,0.0654,102.478,302267.0,4,8
+Felix Trapp,Die Wanderbiene,51.0,0.629,0.123,7.0,-19.583,1,0.077,0.994,0.954,0.112,0.313,101.034,3.163533333,4,7
+Superbloom,Level Head,24.0,0.505,0.987,,-4.037,1,0.0464,1.28e-05,0.0621,0.137,0.848,140.148,112583.0,4,10
+The Struts,Primadonna Like Me,44.0,0.53,0.949,11.0,-2.699,1,0.0459,3.59e-05,0.522,0.378,0.836,137.011,203705.0,4,10
+Howlin' Wolf,How Many More Years,45.0,0.657,0.642,7.0,-12.98,1,0.085,0.926,0.0165,0.12,0.737,110.543,163027.0,4,2
+Soccer Mommy,bloodstream,53.0,0.59,0.647,9.0,-6.195,1,0.0246,0.483,0.0744,0.141,0.615,172.033,337427.0,4,6
+Nita Strauss,Our Most Desperate Hour,34.0,0.514,0.943,2.0,-3.932,0,0.0471,5.98e-06,0.965,0.15,0.454,110.01,244754.0,4,8
+Udit Narayan,Papa Kahte They,30.0,0.173,0.307,5.0,-12.555,1,0.0329,0.398,0.433,0.116,0.0658,97.36,3.97355,3,3
+Shalom Hanoch,אל תקרא לי עם,23.0,0.536,0.62,9.0,-7.859,1,0.0268,0.672,1.51e-06,0.088,0.644,112.406,246733.0,4,10
+Prospective,Against All Odds,31.0,0.444,0.979,8.0,-4.319,1,0.158,0.000188,6.61e-05,0.293,0.277,161.978,181507.0,4,8
+J. Cole,p u n c h i n ‘ . t h e . c l o c k,81.0,0.769,0.74,11.0,-6.579,0,0.378,0.197,,0.171,0.692,94.104,112579.0,4,5
+Hein Cooper,Rusty,47.0,0.87,0.571,6.0,-7.667,1,0.0391,0.157,0.00263,0.0992,0.858,119.983,198582.0,4,9
+Big Walter Horton,Little Boy Blue,25.0,0.382,0.33,,-15.964,0,0.0784,0.385,0.000707,0.196,0.647,205.835,194573.0,3,2
+Courtney Barnett,"Nameless, Faceless",38.0,0.552,0.873,5.0,-5.146,0,0.033,5.99e-05,1.1e-05,0.067,0.508,121.965,194867.0,4,1
+Little Walter,Juke,50.0,0.566,0.657,4.0,-10.33,1,0.0693,0.751,0.896,0.156,0.643,145.359,164893.0,4,2
+Gomez,Whippin' Piccadilly,37.0,0.731,0.489,1.0,-10.365,1,0.0439,0.564,,0.318,0.691,114.673,192227.0,4,10
+King's X,Dogman,44.0,0.543,0.891,11.0,-7.084,1,0.0431,0.000262,0.000386,0.165,0.393,142.633,241573.0,4,8
+Father John Misty,Everything Is Free - Recorded at Spotify Studios NYC,48.0,0.506,0.0952,7.0,-13.51,1,0.0385,0.91,3.55e-06,0.111,0.162,111.163,265687.0,4,1
+Lamb of God,Redneck,63.0,0.512,0.996,2.0,-2.1,1,0.114,5.63e-05,0.000167,0.347,0.0601,130.931,220880.0,4,8
+Dudu Aharon,הכי יפה,19.0,0.794,0.912,2.0,-3.699,0,0.0406,0.251,,0.261,0.859,96.973,242934.0,4,9
+Chris Stapleton,Whiskey Sunrise,60.0,0.545,0.537,7.0,-6.989,1,0.0352,0.39,0.00248,0.12,0.525,114.385,202440.0,3,10
+P!nk,Get the Party Started,69.0,0.802,0.904,11.0,-3.267,0,0.0459,0.00108,,0.173,0.961,128.931,192533.0,4,9
+Lunatic Soul,Navvie,37.0,0.639,0.701,2.0,-12.343,1,0.0316,0.699,0.935,0.15,0.7,102.031,243180.0,3,8
+Zach Zoya,Patience,44.0,0.441,0.583,1.0,-8.489,1,0.305,0.273,,0.126,0.449,171.702,200422.0,4,5
+Brittany Howard,13th Century Metal - Michael Kiwanuka Mix,42.0,0.55,0.602,7.0,-10.286,1,0.0467,0.689,0.92,0.0866,0.681,101.328,302437.0,4,10
+Shipi,ביצ’הביתה,17.0,0.849,0.73,8.0,-7.734,0,0.271,0.28,,0.248,0.494,95.023,162000.0,4,5
+Chilly Gonzales,The Tearjerker Returns,48.0,0.354,0.00717,7.0,-23.13,0,0.0413,0.987,0.671,0.0959,0.116,80.517,212991.0,4,6
+Jon Batiste,I NEED YOU,59.0,0.818,0.639,6.0,-6.383,1,0.165,0.0172,,0.137,0.886,112.955,157133.0,4,9
+Breaking Benjamin,Dear Agony,61.0,0.358,0.75,3.0,-3.572,1,0.0414,8.49e-05,,0.113,0.218,125.103,258253.0,4,10
+Sofía Valdés,Handful of Water,53.0,0.631,0.503,1.0,-7.857,0,0.0648,0.327,,0.14,0.753,209.06,151747.0,4,1
+Hound Dog Taylor,"Wild About You, Baby",33.0,0.509,0.53,8.0,-15.929,0,0.0389,0.14,0.00456,0.321,0.969,123.037,219067.0,4,2
+Mekaal Hassan Band,Kinaray,24.0,0.433,0.464,8.0,-10.741,1,0.0341,0.635,4.06e-05,0.121,0.128,143.78,4.350166667,4,0
+In The Whale,Drug Dealer,32.0,0.275,0.933,2.0,-5.14,0,0.0879,6.86e-05,0.0457,0.206,0.164,100.47,169284.0,4,6
+Caliban,Memorial,44.0,0.448,0.913,11.0,-3.094,0,0.0399,3.92e-05,1.46e-05,0.236,0.233,92.482,260947.0,4,8
+Daniel Deluxe,Darkness,52.0,0.638,0.637,2.0,-10.727,1,0.0332,0.0429,0.752,0.11,0.0664,95.989,257490.0,4,6
+Fear Factory,Replica,54.0,0.574,0.943,11.0,-5.238,1,0.0769,3.69e-05,0.0317,0.366,0.72,112.009,237360.0,4,8
+Ehud Banai,ג`מלי פורוש,21.0,0.415,0.593,8.0,-11.603,1,0.0467,0.635,0.00226,0.229,0.473,120.138,241000.0,4,10
+Shem-Tov Levi,התעוררות,28.0,0.567,0.653,,-14.148,1,0.0497,0.294,1.45e-06,0.0771,0.538,119.347,220000.0,4,10
+Velvet Revolver,Sucker Train Blues,43.0,0.261,0.993,9.0,-5.622,1,0.377,0.000292,0.0029,0.637,0.0958,173.371,267773.0,4,10
+Omer Adam,מאושרת בלעדיי,39.0,0.548,0.52,7.0,-7.553,0,0.056,0.373,,0.128,0.445,159.726,193965.0,4,9
+Architechs,Body Groove - Mix Mc Version,56.0,0.872,0.707,1.0,-7.911,1,0.0513,0.0362,5.59e-06,0.27,0.92,132.955,315533.0,4,5
+Naïka,African Sun,46.0,0.802,0.442,1.0,-8.908,1,0.423,0.59,2.35e-05,0.107,0.486,103.047,158486.0,4,9
+Gym Class Heroes,Cupid's Chokehold / Breakfast in America,85.0,0.72,0.744,1.0,-6.938,0,0.12,0.237,,0.255,0.619,78.953,243773.0,4,9
+Dixie,FUCKBOY,73.0,0.759,0.475,8.0,-7.226,1,0.0443,0.205,,0.085,0.505,89.471,190347.0,4,9
+The Prodigy,Breathe,65.0,0.673,0.808,9.0,-6.183,1,0.0491,0.0121,0.878,0.037,0.303,130.041,336280.0,4,1
+Violet Cold,Contact,35.0,0.454,0.563,4.0,-7.653,0,0.0367,0.211,0.957,0.126,0.0621,119.939,214250.0,4,8
+Berry Sakharof,רוח רוח,23.0,0.34,0.542,,-5.746,1,0.0462,0.316,0.000698,0.113,0.616,169.284,204893.0,4,10
+Britney Spears,Cinderella,47.0,0.667,0.898,1.0,-1.843,0,0.0448,0.00293,0.000722,0.159,0.751,110.056,3.653783333,4,9
+Blackbriar,Selkie,46.0,0.171,0.653,7.0,-6.641,0,0.046,0.0106,,0.367,0.105,199.663,263799.0,4,8
+"Hari & Sukhmani, Noori",Yariyaan,31.0,0.373,0.403,2.0,-10.829,1,0.0312,0.183,6.33e-05,0.0757,0.206,116.41,5.186433333,4,0
+Alabama,Mountain Music,61.0,0.467,0.526,9.0,-9.982,1,0.0433,0.119,,0.124,0.753,109.555,3.64355,4,4
+Mike Shinoda,Happy Endings (feat. iann dior and UPSAHL),67.0,0.652,0.876,7.0,-3.323,1,0.0359,0.0307,,0.449,0.695,126.007,212513.0,4,1
+Kim Wilde,Kids In America,69.0,0.557,0.782,4.0,-3.899,1,0.0475,0.0953,6.75e-06,0.118,0.305,159.621,205533.0,4,10
+Big Sean,Dance (A$$),65.0,0.787,0.73,11.0,-6.788,0,0.35,0.0276,0.00157,0.0828,0.739,159.825,220293.0,4,5
+Van Halen,Eruption,64.0,0.225,0.689,8.0,-9.12,1,0.0555,0.469,0.813,0.337,0.5,93.798,102080.0,4,10
+Henry Webb-Jenkins,Months,16.0,0.687,0.199,8.0,-13.854,1,0.0402,0.839,0.00796,0.117,0.153,112.417,194000.0,3,6
+Eels,Last Stop: This Town,44.0,0.65,0.729,4.0,-8.641,1,0.0434,0.37,0.544,0.323,0.752,103.706,207067.0,4,6
+GUM,Airwalkin',36.0,0.598,0.875,7.0,-5.66,1,0.31,0.0491,0.00114,0.342,0.616,168.871,215969.0,4,6
+Rayland Baxter,Bad Things,54.0,0.318,0.586,2.0,-7.606,0,0.0375,0.383,,0.145,0.211,80.806,313868.0,4,10
+Dimmu Borgir,Mourning Palace,47.0,0.167,0.932,6.0,-5.22,0,0.0828,1.57e-05,0.772,0.0962,0.221,129.093,313360.0,3,8
+Death Cab for Cutie,Soul Meets Body,57.0,0.63,0.772,2.0,-8.366,0,0.0251,0.124,0.000432,0.116,0.717,128.133,230907.0,4,6
+Johnny Winter,Mean Mistreater,48.0,0.554,0.49,9.0,-8.725,1,0.0267,0.736,0.00728,0.327,0.578,67.591,232453.0,4,2
+The Raincoats,Lola,50.0,0.523,0.854,9.0,-8.27,1,0.0954,0.478,0.000939,0.271,0.83,146.688,243507.0,4,1
+Sarit Hadad,אמן,29.0,0.788,0.839,4.0,-5.163,0,0.0465,0.0261,0.000259,0.137,0.765,109.968,169872.0,4,9
+Bryan Adams,Heaven - Live At Sydney Opera House / 2013,35.0,0.415,0.456,,-7.878,1,0.048,0.762,,0.986,0.423,135.085,4.898233333,4,9
+New Radicals,You Get What You Give,74.0,0.621,0.901,2.0,-5.396,1,0.0302,0.17,,0.0875,0.744,113.967,300773.0,4,6
+"America, George Martin",A Horse with No Name,76.0,0.654,0.506,11.0,-17.18,0,0.0535,0.686,0.0155,0.155,0.831,123.179,4.204,4,0
+Itay Levi,המחשבות הורגות אותי,34.0,0.518,0.465,2.0,-6.065,0,0.0383,0.407,,0.175,0.183,141.867,277731.0,4,9
+galen tipton,Courageous Grieving,30.0,0.721,0.759,11.0,-7.9,0,0.208,0.0125,0.67,0.061,0.369,160.025,246000.0,4,6
+Matthew Sweet,Girlfriend,52.0,0.529,0.714,6.0,-6.315,1,0.031,0.00901,6.26e-06,0.0772,0.814,120.598,219800.0,4,10
+Richie Kotzen,Go Faster,38.0,0.504,0.939,,-1.786,0,0.0554,0.133,0.00758,0.626,0.741,118.09,175773.0,4,2
+Kanye West,POWER,78.0,0.542,0.914,,-4.747,0,0.113,0.0161,,0.744,0.576,153.993,292093.0,4,10
+Remlarr,Diagonale,33.0,0.575,0.843,7.0,-6.44,0,0.392,0.177,3.71e-05,0.238,0.631,109.987,205091.0,4,6
+Ben Harper And The Innocent Criminals,Call It What It Is,39.0,0.615,0.56,,-7.721,1,0.0389,0.442,3.99e-06,0.132,0.502,131.859,227600.0,4,2
+"Shashi Kapoor, Asha Bhosle, Bappi Lahiri",Raat Baaqi Baat Baaqi,27.0,0.633,0.35,4.0,-12.982,1,0.0684,0.347,0.000336,0.0604,0.222,123.468,6.330216667,4,3
+Westlife,Desperado,,0.384,0.39,2.0,-7.325,1,0.0293,0.557,,0.242,0.211,120.515,3.636216667,4,9
+Mike Garson,"Introduction (Greensleeves) - Live, Glastonbury, 2000",27.0,0.285,0.542,2.0,-16.67,0,0.0669,0.771,0.302,0.497,0.383,107.762,108720.0,3,10
+Kaleidoscope,The Sky Children,41.0,0.576,0.591,,-9.959,1,0.027,0.191,,0.0678,0.479,108.444,480800.0,4,10
+Hadag Nahash,"שלום, סלאם, פיס",24.0,0.711,0.772,1.0,-7.322,1,0.0665,0.183,1.53e-05,0.0568,0.92,107.955,260267.0,4,5
+The Doors,Five To One,56.0,0.615,0.401,4.0,-14.07,0,0.0507,0.203,,0.086,0.672,87.959,264960.0,4,10
+Pulp,Common People,69.0,0.314,0.797,,-9.026,1,0.038,0.0057,5.59e-05,0.0718,0.569,145.393,351627.0,4,6
+Rotterdam,Pokey LaFarge,43.0,0.473,0.753,7.0,-4.878,0,0.1,0.549,2.57e-06,0.168,0.87,169.695,3.4247,4,0
+"Asha Bhosle, Kishore Kumar",O Meri Soni Meri Tamanna,18.0,0.297,0.585,10.0,-11.217,0,0.0576,0.678,0.000352,0.0778,0.366,117.525,4.502666667,4,3
+The Beach Boys,Good Vibrations - Remastered 2001,72.0,0.396,0.473,10.0,-7.67,0,0.0345,0.326,0.000124,0.109,0.385,133.449,219027.0,4,10
+Riot Ten,Ready For War (feat. Joe Buras of Born Of Osiris),43.0,0.446,0.971,9.0,-3.25,1,0.263,0.000551,1.28e-06,0.108,0.159,72.493,185379.0,4,10
+Action Pack,Minute Phone,39.0,0.755,0.556,6.0,-9.535,0,0.332,0.0481,,0.297,0.504,140.028,185053.0,4,5
+Kenny Neal,Old Friends,25.0,0.559,0.639,7.0,-9.845,1,0.0327,0.126,0.103,0.0928,0.857,118.925,277933.0,3,2
+Dire Straits,Sultans of Swing,80.0,0.733,0.794,5.0,-10.023,1,0.0307,0.0614,0.0367,0.33,0.931,148.174,348624.0,4,10
+Grow into Love,Half Moon Run,,0.641,0.533,7.0,-8.909,1,0.0287,0.279,6.06e-05,0.113,0.364,95.776,2.701783333,3,0
+347aidan,Dancing in My Room,3.0,0.979,0.41,8.0,-11.056,0,0.112,0.658,3.42e-05,0.205,0.74,119.971,3.002033333,4,9
+jxdn,So What!,67.0,0.598,0.662,4.0,-5.797,1,0.048,0.00301,0.000167,0.0812,0.531,174.937,141207.0,4,9
+"Lata Mangeshkar, S. D. Burman",Piya Tose Naina Laage Re,38.0,0.438,0.449,4.0,-10.066,1,0.0439,0.907,0.127,0.179,0.608,129.037,8.4911,3,3
+Joywave,Every Window Is A Mirror,,0.503,0.667,,-4.166,1,0.0307,0.00104,0.000438,0.0991,0.68,105.033,173227.0,4,9
+Yelle,Noir - Radio Edit,42.0,0.848,0.496,6.0,-7.738,1,0.0647,0.00079,0.00843,0.0777,0.903,121.047,161653.0,4,6
+The Wrecks,James Dean,52.0,0.383,0.868,4.0,-4.074,0,0.179,0.00146,,0.3,0.688,180.077,198668.0,4,10
+CFCF,Life is Perfecto,33.0,0.641,0.569,1.0,-13.311,0,0.0436,0.063,0.565,0.192,0.323,147.019,437551.0,4,6
+Buck Owens,Love's Gonna Live Here,50.0,0.621,0.552,8.0,-6.986,1,0.0242,0.464,0.00135,0.0735,0.969,92.668,2.069116667,4,4
+Foals,Like Lightning,49.0,0.552,0.779,,-4.151,1,0.0364,0.0419,0.000222,0.364,0.541,100.28,214446.0,4,6
+Black Sabbath,Paranoid - 2012 - Remaster,38.0,0.415,0.647,4.0,-12.021,0,0.0696,4.14e-05,0.000847,0.208,0.409,163.047,166693.0,4,10
+Philip Sayce,Burning Out,44.0,0.255,0.947,,-4.14,1,0.071,0.000103,,0.397,0.235,159.905,208974.0,4,2
+Carolyn Wonderland,Open Eyes,35.0,0.482,0.402,4.0,-11.261,1,0.0472,0.228,0.133,0.0742,0.314,173.302,321494.0,3,2
+The Police,Every Little Thing She Does Is Magic - Remastered 2003,5.0,0.556,0.767,2.0,-10.028,1,0.0345,0.123,0.0697,0.133,0.397,81.933,260933.0,4,10
+Taj Mahal,All Around The World,35.0,0.782,0.846,2.0,-5.69,1,0.0284,0.00415,0.00153,0.0603,0.892,106.997,202160.0,4,2
+LASTELLE,Only Apathy,25.0,0.226,0.908,2.0,-7.469,0,0.104,9.01e-05,0.000314,0.251,0.245,170.359,274588.0,4,8
+Orson Wilds,Stand Up,39.0,0.481,0.845,1.0,-4.657,0,0.0326,0.000447,,0.103,0.332,130.126,194155.0,4,10
+Kasabian,Club Foot,54.0,0.18,0.915,,-6.855,1,0.0946,0.0224,1.43e-05,0.0929,0.101,94.578,215360.0,1,1
+Altin Gün,Gelin Halayı,36.0,0.407,0.704,,-10.505,1,0.0361,0.0395,0.0829,0.12,0.948,104.695,197125.0,4,6
+Breaking Benjamin,The Diary of Jane - Single Version,74.0,0.392,0.964,10.0,-4.441,0,0.0644,7.13e-05,0.0387,0.106,0.269,167.024,200547.0,4,10
+Orson,No Tomorrow,33.0,0.653,0.638,3.0,-4.667,0,0.0684,0.00593,,0.061,0.771,124.069,171707.0,4,9
+Omer Adam,שירו של שפשף,38.0,0.562,0.314,7.0,-10.825,0,0.0825,0.634,,0.151,0.546,104.648,205143.0,4,9
+Brass Against,Stinkfist,36.0,0.226,0.88,9.0,-6.96,1,0.0976,0.000304,0.725,0.258,0.341,88.184,309696.0,4,8
+Haricharan,"Bharathiyar Medley - Aasai Mugam Maranthu, Paayum Oli, Chinnam Chiru Kiliye",18.0,0.452,0.347,2.0,-10.989,1,0.0475,0.456,1.6e-05,0.0953,0.388,75.001,12.56333333,4,0
+Crafty 893,100 Racks,32.0,0.678,0.558,1.0,-7.023,1,0.27,0.0376,0.000486,0.235,0.451,155.129,137806.0,4,5
+Chris Patrick,Typical Shit,50.0,0.601,0.633,5.0,-8.723,1,0.504,0.629,,0.679,0.601,80.812,182278.0,4,5
+Arik Einstein,מה איתי - פלסטלינה - רימאסטרינג,27.0,0.395,0.456,10.0,-15.065,0,0.0315,0.635,,0.499,0.45,85.526,301824.0,4,10
+Trevor Morris,Sacrifice for the Crops,48.0,0.396,0.495,1.0,-16.163,1,0.0324,0.221,0.765,0.392,0.231,150.062,108773.0,3,8
+Idan Amedi,משום מה,30.0,0.382,0.702,6.0,-4.865,0,0.0332,0.147,,0.0985,0.485,163.982,249520.0,4,9
+Bugzy Malone,Skeletons,60.0,0.732,0.568,2.0,-8.929,1,0.279,0.395,0.000808,0.34,0.591,97.943,229866.0,4,5
+Lonely The Brave,"The Blue, The Green",40.0,0.412,0.852,1.0,-4.345,0,0.0333,0.000257,,0.0979,0.241,90.613,276107.0,4,10
+Tomi Saario,I Think We Need To Talk,39.0,0.73,0.428,3.0,-6.802,1,0.137,0.192,,0.637,0.664,80.493,179479.0,4,9
+Algeir,קיטש,24.0,0.272,0.977,2.0,-4.339,0,0.205,0.00013,0.000397,0.0908,0.321,140.653,194040.0,4,6
+Internet Money,"His & Hers (feat. Don Toliver, Lil Uzi Vert & Gunna)",78.0,0.792,0.707,7.0,-5.218,0,0.0623,0.116,,0.12,0.408,134.997,224042.0,4,5
+Sons Of Apollo,Goodbye Divinity,37.0,0.297,0.964,4.0,-5.716,1,0.13,9.77e-05,0.0139,0.332,0.23,126.287,433000.0,4,8
+The Blue Room Band,Emily,52.0,0.524,0.265,,-15.365,1,0.0282,0.933,0.886,0.186,0.218,106.487,4.8995,3,7
+Steve Winwood,Arc Of A Diver,45.0,0.564,0.744,5.0,-7.485,1,0.0661,0.77,,0.196,0.656,185.699,325960.0,4,10
+Tommy Lefroy,The Cause,43.0,0.666,0.474,,-6.763,1,0.0534,0.157,0.000208,0.124,0.447,115.911,185782.0,4,10
+Marshmello,Leave Before You Love Me (with Jonas Brothers),,0.721,0.738,7.0,-4.77,1,0.0403,0.00226,4.41e-06,0.118,0.637,119.976,154983.0,4,9
+Lady A,Bartender,62.0,0.631,0.937,11.0,-3.858,0,0.034,0.0198,7.38e-06,0.327,0.654,101.011,3.30445,4,4
+Bon Jovi,Beautiful Drug,43.0,0.506,0.957,5.0,-5.197,0,0.0612,0.00097,0.000307,0.082,0.571,116.013,228360.0,4,10
+Wishbone Ash,We Stand as One,43.0,0.49,0.776,9.0,-7.367,1,0.033,0.000239,0.00911,0.0881,0.709,160.052,255520.0,4,10
+NiNE8,FVR105 - p-rallel Remix,44.0,0.82,0.62,5.0,-9.755,0,0.364,0.0384,1.31e-05,0.114,0.898,120.009,193000.0,4,6
+Ozzy Osbourne,Shot in the Dark,62.0,0.581,0.791,6.0,-7.262,1,0.0324,0.00835,6.02e-05,0.142,0.619,123.887,256293.0,3,8
+Joe Louis Walker,Uptown to Harlem,12.0,0.85,0.761,5.0,-7.328,1,0.0506,0.154,6.78e-05,0.0787,0.746,120.929,263725.0,4,2
+Ploho,–ü—Ä–æ—Å—Ç–∏,33.0,0.528,0.901,8.0,-7.724,1,0.0265,0.00677,0.802,0.128,0.665,154.938,209129.0,4,6
+U2,Pride (In The Name Of Love),68.0,0.458,0.843,4.0,-7.201,1,0.0316,0.00135,0.000296,0.778,0.713,105.701,228427.0,4,10
+Foals,On The Luna,51.0,0.525,0.976,,-2.023,1,0.0479,0.0662,0.000392,0.0804,0.855,138.984,192695.0,4,6
+"Jatin-Lalit, Amit Kumar, Udit Narayan",Deewana Dil Deewana,37.0,0.605,0.621,2.0,-7.484,1,0.0323,0.445,3.36e-06,0.104,0.864,105.535,7.617116667,4,3
+Phillip Walker,Dressin' Tasty,13.0,0.484,0.802,8.0,-9.15,1,0.0339,0.00469,0.00658,0.186,0.944,130.967,231332.0,4,2
+Thrice,The Artist In The Ambulance,62.0,0.522,0.88,5.0,-4.104,0,0.0633,9.38e-05,0.00111,0.0812,0.701,174.762,219267.0,4,10
+bülow,First Place,61.0,0.666,0.642,3.0,-6.385,1,0.0445,0.293,,0.0873,0.427,165.076,153545.0,4,9
+Swervedriver,Rave Down,26.0,0.129,0.962,9.0,-4.327,1,0.0706,1.55e-06,0.825,0.0968,0.324,170.165,308253.0,4,6
+Omer Adam,טמפרטורה,47.0,0.817,0.753,8.0,-3.427,1,0.0497,0.0173,4.31e-06,0.049,0.604,97.998,182449.0,4,9
+L.A. WITCH,True Believers,28.0,0.26,0.837,9.0,-3.526,1,0.0455,0.00172,0.685,0.0604,0.486,185.972,121560.0,4,10
+beabadoobee,Bobby,53.0,0.488,0.164,11.0,-14.138,0,0.0402,0.974,0.256,0.105,0.317,128.455,205176.0,4,6
+King Princess,Only Time Makes It Human,55.0,0.729,0.672,2.0,-4.815,1,0.0351,0.00353,7.06e-05,0.275,0.663,115.023,204633.0,4,6
+The Lumineers,Ho Hey,75.0,0.682,0.471,,-9.182,1,0.0301,0.765,,0.0908,0.421,79.907,163133.0,4,6
+Echosmith,Over My Head,53.0,0.656,0.723,11.0,-4.975,0,0.0262,0.0968,,0.343,0.904,105.049,208233.0,4,10
+Nikki Hill,Nothin' With You,29.0,0.397,0.367,10.0,-9.16,1,0.0363,0.586,0.000417,0.103,0.524,178.975,216547.0,3,2
+Peled,זה לא מעניין אותי,31.0,0.825,0.726,10.0,-6.953,0,0.265,0.241,,0.122,0.389,133.006,188295.0,4,5
+Joe Louis Walker,Old Time Used to Be,39.0,0.654,0.616,9.0,-9.803,1,0.0569,0.0704,0.297,0.198,0.759,123.437,317820.0,4,2
+Dirty Heads,Bum Bum,57.0,0.608,0.801,2.0,-6.045,1,0.0664,0.0043,4.72e-06,0.316,0.373,180.084,239667.0,4,10
+Howlin' Wolf,Spoonful,55.0,0.821,0.376,,-13.622,1,0.0487,0.669,1.39e-05,0.106,0.824,119.039,170000.0,4,2
+Billie Marten,Garden of Eden,55.0,0.577,0.72,5.0,-8.08,1,0.0421,0.0496,0.00423,0.0977,0.465,150.085,199480.0,4,9
+Petit Biscuit,Night Trouble,67.0,0.411,0.364,1.0,-15.335,1,0.0743,0.951,0.93,0.126,0.0685,95.967,391257.0,3,9
+Colin James,See That My Grave Is Kept Clean,37.0,0.604,0.0518,6.0,-14.453,1,0.0506,0.82,9.22e-05,0.119,0.399,133.217,183312.0,4,2
+August Burns Red,Invisible Enemy,48.0,0.201,0.977,11.0,-5.218,1,0.278,9.27e-06,0.015,0.0969,0.0512,134.192,277693.0,4,8
+Sum 41,So Long Goodbye,49.0,0.328,0.447,7.0,-6.857,1,0.027,0.119,,0.113,0.189,144.429,181613.0,3,10
+Metallica,Devil's Dance,52.0,0.611,0.792,,-4.836,0,0.0327,4.04e-05,0.146,0.0587,0.477,92.609,318960.0,4,8
+Aya Korem,כוח,19.0,0.491,0.797,1.0,-5.212,0,0.0519,0.287,,0.109,0.369,81.006,228090.0,4,10
+Phil Campbell and the Bastard Sons,Born to Roam,41.0,0.366,0.888,9.0,-5.462,0,0.0382,0.000759,,0.0648,0.748,184.992,298703.0,4,8
+Evergreen Terrace,Sweet Nothings Gone Forever,31.0,0.34,0.911,7.0,-6.196,0,0.0557,0.00161,0.000441,0.597,0.173,104.427,202480.0,4,8
+Big Thief,UFOF,53.0,0.623,0.614,10.0,-9.24,0,0.0309,0.638,0.566,0.143,0.744,147.168,188413.0,4,1
+Karsh Kale,Butterfly Effect (Feat. Ankita Joshi),7.0,0.563,0.922,2.0,-4.565,1,0.055,0.00254,0.116,0.141,0.0887,149.993,4.382483333,4,0
+Outkast,Ms. Jackson,82.0,0.843,0.806,4.0,-5.946,0,0.269,0.143,,0.0771,0.613,94.948,270507.0,4,5
+Conway the Machine,Blood Roses (feat. Jae Skeese),47.0,0.552,0.765,1.0,-8.21,1,0.334,0.234,,0.275,0.77,155.093,187386.0,4,5
+James Arthur,Say You Won't Let Go,55.0,0.358,0.557,10.0,-7.398,1,0.059,0.695,,0.0902,0.494,85.043,211467.0,4,9
+King Princess,Only Time Makes It Human,55.0,0.729,0.672,2.0,-4.815,1,0.0351,0.00353,7.06e-05,0.275,0.663,115.023,204633.0,4,9
+"Lata Mangeshkar, Kishore Kumar",Tere Mere Milan Ki Yeh Raina (with Dialogues),11.0,0.434,0.511,7.0,-6.433,1,0.0371,0.742,8e-05,0.205,0.632,90.392,4.98955,3,3
+Billie Eilish,bad guy,87.0,0.701,0.425,7.0,-10.965,1,0.375,0.328,0.13,0.1,0.562,135.128,194088.0,4,9
+Tigers Jaw,Hesitation,44.0,0.544,0.951,6.0,-4.227,0,0.0784,0.00233,0.00302,0.129,0.601,154.969,163925.0,4,10
+TORA,Cry for Me,32.0,0.703,0.313,9.0,-9.755,0,0.0484,0.667,0.00114,0.131,0.547,101.036,180583.0,5,2
+Prospa,WANT NEED LOVE,55.0,0.429,0.683,8.0,-7.297,1,0.038,0.000823,0.00342,0.0801,0.0536,126.873,241890.0,4,1
+Cradle Of Filth,From the Cradle to Enslave,46.0,0.342,0.926,7.0,-6.313,0,0.0939,3.96e-05,0.683,0.186,0.0972,147.313,396829.0,4,8
+Arlo Parks,Green Eyes,58.0,0.618,0.75,5.0,-6.938,0,0.0641,0.324,0.0168,0.431,0.864,88.179,197525.0,4,1
+DMX,Party Up,1.0,0.487,0.954,11.0,-1.584,1,0.326,0.0798,,0.163,0.596,202.532,272920.0,4,5
+Lady A,Ocean,,0.58,0.36,6.0,-7.93,1,0.0303,0.841,6.15e-06,0.129,0.302,99.194,3.501883333,4,4
+Sky Ferreira,Lost In My Bedroom,43.0,0.607,0.831,11.0,-5.195,0,0.0461,9.12e-05,7.14e-06,0.266,0.335,125.037,194587.0,4,10
+Justin Townes Earle,Ain’t Got No Money,57.0,0.445,0.655,2.0,-7.402,0,0.0694,0.418,5.19e-06,0.0829,0.62,108.406,185096.0,4,1
+The Temperance Movement,Love and Devotion,28.0,0.443,0.909,,-3.995,1,0.031,0.0351,0.000229,0.349,0.623,90.272,203720.0,4,2
+Ryan Hurd,Diamonds or Twine,,0.621,0.568,2.0,-8.795,1,0.0311,0.145,1.65e-06,0.108,0.724,148.047,3.518083333,4,4
+Jared James Nichols,Honey Forgive Me,31.0,0.596,0.932,5.0,-4.331,0,0.034,0.000943,0.0178,0.229,0.839,93.057,142063.0,4,2
+Lake Street Dive,Mistakes,54.0,0.753,0.39,6.0,-7.294,0,0.0403,0.371,0.000815,0.125,0.374,136.747,248387.0,4,2
+Buddy Guy,(Baby) You Got What It Takes (feat. Joss Stone),29.0,0.632,0.542,,-4.724,1,0.108,0.755,1.48e-06,0.383,0.752,136.318,197947.0,4,2
+New Star,Watchhouse,31.0,0.683,0.488,2.0,-8.733,1,0.0266,0.605,0.0554,0.13,0.424,113.387,3.095466667,4,0
+Cake,Short Skirt / Long Jacket,66.0,0.778,0.899,2.0,-6.552,1,0.0451,0.0028,0.0345,0.0263,0.881,119.995,204133.0,4,9
+Lil Baby,Real As It Gets (feat. EST Gee),80.0,0.779,0.705,6.0,-5.891,0,0.163,0.00471,,0.0971,0.196,140.005,192804.0,4,5
+Drakum,Urashima,38.0,0.402,0.892,5.0,-5.857,0,0.0447,1.74e-06,0.515,0.162,0.423,94.982,269938.0,4,8
+Amit Lewis,ספרי לי,32.0,0.5,0.606,1.0,-7.988,0,0.0702,0.588,,0.0871,0.251,159.956,160653.0,4,9
+Wolfmother,Vagabond - Acoustic Version,40.0,0.585,0.534,2.0,-7.802,1,0.0298,0.213,,0.16,0.358,101.025,160347.0,4,10
+Coleman Hawkins Quartet,Don't Love Me,55.0,0.42,0.116,,-18.078,1,0.0419,0.943,0.0801,0.124,0.142,120.071,4.650216667,4,7
+"Lata Mangeshkar, Bhupinder Singh",Honthon Mein Aisi Baat,20.0,0.567,0.666,9.0,-6.888,1,0.274,0.905,0.247,0.443,0.795,111.315,7.927683333,4,3
+Dudu Tassa,הדלת,18.0,0.422,0.665,4.0,-9.552,0,0.0347,0.428,0.175,0.159,0.113,84.993,233160.0,4,10
+Matti Caspi,מקום לדאגה,26.0,0.476,0.381,1.0,-12.557,0,0.0312,0.285,0.00482,0.0979,0.319,115.024,250467.0,4,10
+Acid King,Electric Machine,43.0,0.321,0.662,5.0,-10.374,1,0.0349,0.00352,0.503,0.105,0.199,117.853,384867.0,4,8
+Jóhann Jóhannsson,Wrestling,35.0,0.124,0.0712,10.0,-24.035,1,0.0418,0.939,0.789,0.0801,0.0407,154.206,168230.0,3,1
+The Soft Cavalry,Dive,28.0,0.5,0.528,2.0,-10.051,1,0.0276,0.044,0.000243,0.0911,0.094,78.0,255385.0,4,10
+Shemekia Copeland,When A Woman's Had Enough,18.0,0.694,0.774,8.0,-4.858,1,0.195,0.218,3.7e-06,0.195,0.867,171.919,234907.0,4,2
+Danheim,Runar,51.0,0.564,0.63,11.0,-11.022,0,0.0668,0.107,0.897,0.0854,0.31,184.206,260557.0,4,8
+Atreyu,Lip Gloss And Black,48.0,0.318,0.808,8.0,-7.186,1,0.0703,0.000257,0.0146,0.283,0.219,147.74,304613.0,4,10
+Biffy Clyro,Space,63.0,0.457,0.559,10.0,-5.17,1,0.027,0.206,,0.193,0.41,156.907,235947.0,3,10
+Beck,Loser,66.0,0.615,0.616,6.0,-10.39,0,0.133,0.0399,0.000129,0.348,0.836,170.776,235000.0,4,10
+Crumb,Ghostride,63.0,0.665,0.35,2.0,-9.426,1,0.028,0.508,0.83,0.109,0.467,87.061,126120.0,4,6
+Catholic Country,"Kings of Convenience, Feist",61.0,0.794,0.408,2.0,-11.661,0,0.102,0.788,0.00145,0.105,0.576,93.916,3.019,4,0
+Bush,Glycerine - Remastered,63.0,0.421,0.335,5.0,-11.384,1,0.0324,0.0342,0.00236,0.0944,0.0889,114.227,266493.0,4,10
+Apate,Under My Skin,24.0,0.384,0.995,,-1.549,1,0.272,0.000519,0.0187,0.787,0.209,159.957,159373.0,4,8
+"Toumani Diabaté, Sidiki Diabaté",Claudia & Salma,35.0,0.501,0.315,5.0,-13.706,1,0.0389,0.922,0.831,0.114,0.593,155.994,4.663816667,3,7
+The Black Keys,Ten Cent Pistol,50.0,0.59,0.551,,-6.693,0,0.0305,0.25,0.00668,0.111,0.304,105.482,269829.0,4,10
+The Catheters,Nothing,38.0,0.198,0.964,,-3.874,1,0.21,0.000245,0.00321,0.172,0.191,163.424,214467.0,4,1
+SKÁLD,Fimbulvetr,43.0,0.63,0.448,2.0,-14.446,1,0.0349,0.254,0.232,0.38,0.186,100.021,196747.0,1,8
+The Libertines,Gunga Din,45.0,0.596,0.727,6.0,-5.763,0,0.0405,0.00481,3.28e-05,0.0554,0.678,135.091,178813.0,4,6
+PÆRISH,Violet,31.0,0.338,0.851,6.0,-4.193,1,0.0333,1.92e-05,0.182,0.0916,0.62,172.534,252170.0,4,10
+Elton John,Rocket Man (I Think It's Going To Be A Long Long Time),82.0,0.601,0.532,10.0,-9.119,1,0.0286,0.432,6.25e-06,0.0925,0.341,136.571,281613.0,4,10
+Ahuva Ozeri,צלצולי פעמונים,37.0,0.51,0.731,4.0,-6.715,0,0.0343,0.164,0.000467,0.363,0.227,95.955,302160.0,4,9
+U2,Sleep Like A Baby Tonight,42.0,0.559,0.354,6.0,-12.5,0,0.0309,0.454,0.00132,0.11,0.471,171.98,301525.0,4,10
+"Willie Nelson, Ray Charles",Seven Spanish Angels (with Ray Charles),57.0,0.549,0.287,5.0,-13.135,1,0.0362,0.373,,0.115,0.382,132.439,3.85045,4,4
+Geist,Shannon Lay,40.0,0.565,0.292,8.0,-13.124,1,0.0255,0.889,0.00126,0.112,0.217,78.535,3.503633333,1,0
+Medium Medium,"Hungry, So Angry",40.0,0.81,0.835,4.0,-10.18,1,0.0847,0.365,0.00201,0.0523,0.948,125.67,239027.0,4,6
+"Edvard Grieg, Mischa Maisky, Lily Maisky","Peer Gynt, Op. 23 / Act 3: Solveig's Song (Arr. for Cello and Piano by Georg Goltermann)",35.0,0.134,0.0174,4.0,-28.408,1,0.0535,0.973,0.963,0.0659,0.0551,170.917,5.709116667,3,7
+S. J. Jananiy,Kaana Vendaamo,16.0,0.391,0.577,9.0,-6.53,1,0.0324,0.488,9.34e-05,0.0758,0.708,173.933,5.378216667,3,0
+jxdn,Angels & Demons,75.0,0.554,0.8,8.0,-3.936,1,0.0395,0.119,,0.629,0.463,115.056,160120.0,4,5
+The Black Moods,Sunshine,44.0,0.252,0.978,11.0,-2.341,1,0.166,1.21e-05,7.13e-05,0.408,0.563,86.754,217060.0,4,10
+Garbage,Queer,44.0,0.553,0.621,10.0,-7.474,0,0.0274,0.00591,0.00247,0.347,0.425,95.055,276493.0,4,6
+Cake,Comfort Eagle,53.0,0.736,0.782,11.0,-6.171,1,0.0528,0.09,,0.211,0.899,120.987,220227.0,4,10
+Mary Bragg,Fool,17.0,0.543,0.342,,-8.647,0,0.0292,0.502,4.07e-05,0.106,0.153,117.934,229630.0,4,1
+Paulo Mendonca,U got 2 believe,38.0,0.616,0.908,10.0,-6.867,0,0.0551,0.00194,0.00235,0.0345,0.808,92.984,208332.0,4,10
+Foo Fighters,Everlong,78.0,0.413,0.881,11.0,-5.541,0,0.0367,5.99e-05,0.000308,0.0805,0.364,158.066,250547.0,4,10
+Disturbed,Are You Ready,61.0,0.392,0.976,7.0,-2.189,1,0.107,0.000107,,0.271,0.521,199.888,261680.0,4,10
+Mrigya,Rock The Raag,8.0,0.299,0.811,7.0,-7.647,1,0.0948,0.068,0.112,0.459,0.709,89.986,7.54045,4,0
+Robin Schulz,One More Time (feat. Alida),77.0,0.5,0.701,,-6.261,0,0.0499,0.0302,8.97e-06,0.307,0.159,123.985,199358.0,4,9
+Lorde,Royals,76.0,0.674,0.428,7.0,-9.504,1,0.122,0.121,,0.132,0.337,84.878,190185.0,4,9
+Wait for Springtime,Kishi Bashi,37.0,0.572,0.246,,-13.668,1,0.0267,0.489,0.00601,0.108,0.465,95.34,4.005583333,4,0
+Icon For Hire,Last One Standing,45.0,0.467,0.809,5.0,-5.2,0,0.0944,0.000506,,0.337,0.336,180.001,204004.0,4,8
+Boogie Down Productions,My Philosophy,45.0,0.875,0.907,4.0,-11.434,0,0.166,0.0166,,0.36,0.743,94.005,340133.0,4,5
+"Rekha, Sapan Chakraborty",Qayda Qayda,11.0,0.659,0.288,2.0,-14.641,1,0.0848,0.895,0.00128,0.213,0.882,93.444,3.802666667,4,3
+Eddy Clearwater,Gotta Move On,32.0,0.31,0.718,8.0,-3.837,1,0.0706,0.179,1.7e-06,0.336,0.274,185.561,280440.0,3,2
+Alan Jackson,Write It In Red,48.0,0.679,0.401,2.0,-13.766,1,0.0275,0.348,0.000534,0.303,0.448,117.993,255148.0,4,1
+Peled,בלבלה,27.0,0.858,0.873,7.0,-3.717,1,0.21,0.213,,0.132,0.598,130.139,184827.0,4,5
+Carolina Story,Dandelion,29.0,0.666,0.501,,-8.951,1,0.0298,0.0342,0.000203,0.0904,0.487,122.021,222973.0,4,1
+Aerosmith,Hole In My Soul,63.0,0.465,0.701,,-4.809,1,0.0268,0.00506,,0.207,0.216,75.427,370093.0,4,10
+Mötley Crüe,Live Wire,65.0,0.422,0.901,7.0,-6.655,0,0.0631,9.22e-05,6.78e-06,0.56,0.673,112.445,194587.0,4,8
+Manga Saint Hilare,Contraband,32.0,0.868,0.73,,-7.478,0,0.337,0.332,8.94e-06,0.141,0.947,140.091,164571.0,4,5
+Pretty Sick,Devil in Me,36.0,0.288,0.936,2.0,-6.148,1,0.0705,0.000621,0.309,0.21,0.332,103.706,276493.0,4,10
+The Zombies,She's Not There,63.0,0.523,0.803,4.0,-5.189,0,0.045,0.579,,0.0948,0.898,132.316,145293.0,4,1
+Chelsea Cutler,Sad Tonight - Acoustic,46.0,0.463,0.31,9.0,-8.364,0,0.0386,0.473,,0.218,0.463,124.25,193800.0,5,9
+The War and Treaty,Love Like There's No Tomorrow,41.0,0.485,0.286,3.0,-12.266,1,0.0462,0.934,,0.331,0.327,70.634,144107.0,4,2
+Black Pistol Fire,Hope in Hell,47.0,0.338,0.521,9.0,-10.15,0,0.0341,0.0202,,0.325,0.287,145.687,267427.0,4,10
+Tre' Amani,Come Thru,38.0,0.563,0.593,,-6.166,1,0.414,0.158,1.36e-05,0.291,0.591,147.442,293159.0,4,5
+Aubrie Sellers,Just to Be with You,35.0,0.336,0.739,,-5.394,0,0.0481,0.0325,5.9e-05,0.137,0.578,169.932,203653.0,4,10
+Lexa,Chama Ela (feat. Pedro Sampaio),60.0,0.888,0.841,6.0,-1.933,1,0.147,0.46,9.12e-05,0.0568,0.964,149.994,120200.0,4,9
+You Me At Six,Stay With Me - Acoustic Version,50.0,0.62,0.701,2.0,-8.241,0,0.0296,0.172,7.4e-05,0.242,0.447,134.966,198573.0,4,10
+Pip Millett,Heavenly Mother,59.0,0.871,0.397,11.0,-7.872,0,0.394,0.14,0.0196,0.0681,0.486,88.167,239767.0,4,1
+Advaita,Rasiya,,0.493,0.582,8.0,-11.906,1,0.0315,0.596,0.925,0.115,0.25,149.981,5.647333333,4,0
+"Franz Schubert, vision string quartet","Schubert: String Quartet No. 14 in D Minor, D. 810, ""Death and the Maiden"": II. Theme -",25.0,0.175,0.0483,7.0,-22.434,0,0.0471,0.975,0.858,0.143,0.0387,130.585,2.2702,4,7
+"Quasheba, Quasheba","Our Native Daughters, Rhiannon Giddens, Leyla McCalla, Allison Russell",32.0,0.574,0.351,,-10.911,1,0.0549,0.153,6.19e-06,0.103,0.319,80.578,4.709783333,4,0
+Honey Lung,Sophomore,36.0,0.399,0.744,7.0,-8.303,1,0.0455,8.44e-05,0.0335,0.0497,0.125,91.918,353956.0,4,10
+Eyal Golan,באור גדול,54.0,0.595,0.489,9.0,-6.947,0,0.0427,0.636,,0.114,0.489,139.723,190500.0,4,9
+BRONCHO,Class Historian,51.0,0.576,0.97,6.0,-5.143,1,0.0507,0.214,0.706,0.262,0.965,158.111,212236.0,4,6
+Fleetwood Mac,Landslide,76.0,0.414,0.161,7.0,-22.32,0,0.0318,0.883,0.000223,0.117,0.423,159.375,3.32488333,4,0
+Foo Fighters,My Hero,70.0,0.398,0.927,9.0,-4.212,1,0.0567,6.2e-05,0.000177,0.0575,0.311,77.106,260027.0,4,10
+Michael Romeo,Black,34.0,0.449,0.978,2.0,-5.409,1,0.11,0.00176,0.000313,0.351,0.151,177.952,378840.0,4,8
+Gojira,The Heaviest Matter of the Universe,26.0,0.244,0.967,5.0,-3.01,0,0.0905,2.79e-06,0.074,0.0794,0.225,103.259,240293.0,4,8
+iann dior,Sick and Tired (ft. Machine Gun Kelly and Travis Barker),75.0,0.748,0.492,11.0,-8.584,1,0.0498,0.151,,0.146,0.483,145.097,144000.0,4,5
+Van Halen,(Oh) Pretty Woman - 2015 Remaster,57.0,0.441,0.97,1.0,-2.1,0,0.0708,0.192,1.68e-06,0.312,0.5,128.289,172671.0,4,10
+Dead Ghosts,Roky Said,48.0,0.288,0.696,7.0,-7.315,1,0.0436,0.00228,0.0228,0.295,0.167,136.531,196053.0,4,10
+Eliza & The Delusionals,YOU,41.0,0.428,0.804,,-4.84,1,0.0564,0.0544,7.74e-06,0.124,0.595,184.238,197232.0,4,6
+Sun June,Bad girl,44.0,0.578,0.374,8.0,-9.501,1,0.0279,0.281,0.126,0.114,0.449,175.867,247507.0,4,6
+Elmore James,CrossRoads,33.0,0.632,0.765,7.0,-4.577,1,0.0331,0.315,0.000246,0.244,0.95,99.617,178907.0,4,2
+Stunna Gambino,Demons,60.0,0.553,0.68,6.0,-7.929,0,0.328,0.44,,0.12,0.33,122.007,177197.0,5,5
+King Promise,Alright (feat. Shatta Wale),56.0,0.604,0.501,6.0,-6.717,1,0.164,0.463,2.49e-05,0.0989,0.909,68.988,178663.0,5,9
+The Libertines,Time For Heroes,56.0,0.344,0.925,2.0,-4.157,1,0.0554,0.0106,0.000211,0.0136,0.712,152.395,160280.0,4,6
+Geva Alon,The Wind Whispers,37.0,0.448,0.546,9.0,-6.681,0,0.0272,0.518,,0.147,0.335,133.435,242160.0,4,6
+Joe Cocker,I Shall Be Released,43.0,0.379,0.363,9.0,-13.502,1,0.0308,0.823,0.013,0.0951,0.411,60.564,275960.0,4,2
+Kanye West,School Spirit,55.0,0.483,0.787,5.0,-5.422,0,0.21,0.339,,0.236,0.592,84.81,182387.0,4,5
+Eden Ben Zaken,אלבינה,28.0,0.711,0.91,8.0,-3.896,0,0.0406,0.57,0.00011,0.347,0.75,106.004,211954.0,4,9
+Cortes,Facing My Fear,40.0,0.411,0.813,6.0,-3.419,0,0.0598,0.00024,,0.275,0.643,168.034,201827.0,4,10
+Shalom Gad,סוף המדבר,23.0,0.368,0.521,8.0,-9.874,0,0.0258,0.36,,0.339,0.468,91.433,193587.0,4,6
+Sublime,Santeria,77.0,0.682,0.765,1.0,-5.021,0,0.0395,0.0268,3.42e-05,0.188,0.567,90.807,182747.0,4,10
+Eric Clapton,Milkcow's Calf Blues,38.0,0.458,0.758,5.0,-6.193,0,0.0286,0.262,0.000504,0.18,0.784,168.974,199133.0,4,2
+Keith Urban,Long Hot Summer,61.0,0.657,0.785,3.0,-8.428,1,0.037,0.0301,4.62e-06,0.0927,0.769,127.987,4.559783333,4,4
+BTS,Permission to Dance,95.0,0.702,0.741,9.0,-5.33,1,0.0427,0.00544,,0.337,0.646,124.925,3.12641667,4,9
+The Rapture,Echoes,40.0,0.603,0.946,8.0,-3.369,0,0.228,0.000335,0.0604,0.0936,0.3,133.986,186520.0,4,1
+Megan Davies,Only Us (Acoustic),48.0,0.504,0.315,9.0,-11.79,0,0.0286,0.775,3.49e-06,0.112,0.27,101.298,3.6397,4,0
+Kadavar,All Our Thoughts,39.0,0.139,0.912,2.0,-1.884,1,0.0679,0.167,0.0038,0.114,0.609,80.895,275000.0,4,10
+Kishore Kumar,Dekha Na Haye Re,8.0,0.536,0.763,5.0,-5.384,1,0.063,0.856,,0.117,0.814,133.275,4.21435,4,3
+Tried to Tell You,The Weather Station,34.0,0.776,0.57,,-8.767,1,0.03,0.704,0.00215,0.109,0.784,131.0,3.643383333,4,0
+Gunna,DOLLAZ ON MY HEAD (feat. Young Thug),79.0,0.825,0.458,,-7.47,1,0.0577,0.114,,0.102,0.161,145.115,197760.0,4,5
+The Kooks,See Me Now,44.0,0.354,0.549,1.0,-6.031,1,0.0384,0.715,3.69e-06,0.124,0.319,174.223,181027.0,4,10
+Tino Sutra,TROY BOLTON,40.0,0.774,0.674,2.0,-6.362,1,0.072,0.022,0.00323,0.0831,0.449,81.994,140488.0,4,5
+Shalom Hanoch,אדם בתוך עצמו,42.0,0.633,0.376,9.0,-11.434,1,0.0277,0.822,0.0195,0.0814,0.303,88.276,431933.0,4,10
+Geeta Dutt,Pyare Darshan Dijo Aaj,1.0,0.399,0.222,6.0,-12.37,1,0.0545,0.994,0.339,0.104,0.29,85.134,2.7581,4,3
+Steppenwolf,Born To Be Wild - Single Version,2.0,0.468,0.81,9.0,-8.33,1,0.0724,0.00169,0.0314,0.567,0.464,145.589,216693.0,4,10
+Rosie Tucker,Gay Bar,43.0,0.348,0.521,7.0,-5.617,1,0.0388,0.253,0.00729,0.116,0.331,175.819,183480.0,4,1
+Dan + Shay,Speechless,74.0,0.616,0.438,1.0,-5.968,1,0.0298,0.356,,0.24,0.386,135.929,3.55645,4,4
+Useless ID,Stopwatch,16.0,0.286,0.992,9.0,-2.333,1,0.21,0.000531,2.06e-05,0.104,0.49,178.619,81573.0,4,6
+TheHxliday,Wit Dat,57.0,0.683,0.54,7.0,-5.308,0,0.332,0.0114,,0.127,0.432,140.217,164736.0,4,5
+King Crimson,Starless And Bible Black,29.0,0.257,0.403,7.0,-17.972,1,0.0604,0.0131,0.353,0.126,0.0399,148.854,550633.0,4,10
+Sara Montiel,Fumando Espero,38.0,0.465,0.256,9.0,-9.653,0,0.0787,0.947,,0.102,0.341,168.353,124760.0,4,9
+Underoath,Reinventing Your Exit,57.0,0.45,0.978,9.0,-4.198,0,0.0637,0.000124,7.14e-06,0.361,0.268,155.014,262573.0,4,10
+Counting Crows,Goodnight Elisabeth,48.0,0.558,0.499,9.0,-8.182,1,0.0384,0.593,1.08e-05,0.0755,0.217,80.178,318200.0,4,10
+Backstreet Boys,Don't Want You Back,52.0,0.73,0.638,6.0,-5.32,0,0.0336,0.0999,,0.131,0.893,103.049,3.44155,4,9
+"Miles Davis, John Coltrane, Bill Evans",Blue in Green (feat. John Coltrane & Bill Evans),62.0,0.421,0.0162,2.0,-25.358,0,0.0388,0.808,0.0024,0.0978,0.154,110.479,5.628883333,4,7
+Ludacris,S.O.T.L. (Silence of the Lambs) [feat. Lil Wayne],53.0,0.924,0.766,10.0,-4.092,0,0.256,0.051,,0.0981,0.455,132.06,191713.0,4,5
+Jonas Brothers,Sucker,83.0,0.842,0.734,1.0,-5.065,0,0.0588,0.0427,,0.106,0.952,137.958,181027.0,4,9
+Parazit,Asleep Reason Horror,24.0,0.553,0.937,11.0,-5.314,1,0.0447,0.00258,0.689,0.201,0.545,159.978,322512.0,4,8
+Rallye,Univers,36.0,0.435,0.798,7.0,-5.882,1,0.0327,0.000757,0.00115,0.162,0.438,100.018,228053.0,4,6
+Manna Dey,Yeh Natak Kavi Likh Gaye Kalidas,1.0,0.333,0.373,2.0,-9.087,1,0.0481,0.936,,0.246,0.434,78.08,5.156566667,3,3
+Exhorder,My Time,37.0,0.354,0.994,7.0,-4.254,1,0.151,3.38e-05,0.000701,0.0746,0.0761,203.921,233146.0,4,8
+Nevertel,new friend,,0.599,0.816,2.0,-5.87,1,0.053,0.00154,0.000131,0.462,0.249,120.022,178250.0,4,10
+Moose Blood,Honey,42.0,0.493,0.951,2.0,-5.138,1,0.0805,4.49e-05,,0.101,0.375,143.041,208160.0,4,10
+Burning Witches,Dance with the Devil,37.0,0.458,0.951,6.0,-4.936,1,0.075,0.000254,0.00262,0.109,0.495,155.073,266467.0,4,8
+Lil Wayne,Let The Beat Build,39.0,0.493,0.527,8.0,-8.128,1,0.246,0.144,3.35e-06,0.38,0.887,154.055,309000.0,4,5
+Olivia Holt,love on you.,51.0,0.885,0.594,,-9.005,1,0.0936,0.431,0.000121,0.131,0.841,111.997,151449.0,5,9
+Sjowgren,Human Condition,46.0,0.561,0.798,10.0,-4.619,0,0.0389,0.0219,0.217,0.109,0.422,93.028,131619.0,4,6
+6th Street Jazz,Tonda,48.0,0.479,0.179,2.0,-18.337,1,0.0315,0.952,0.936,0.208,0.201,68.672,5.184483333,3,7
+Potter Payper,Topshottas Freestyle,34.0,0.601,0.724,1.0,-6.769,0,0.48,0.0859,,0.14,0.669,125.117,130542.0,5,9
+Sylvester Cotton,When I'm Gone,4.0,0.569,0.249,11.0,-12.789,1,0.0421,0.96,0.305,0.0817,0.462,105.513,169348.0,4,2
+Molly Burch,Emotion feat. Wild Nothing,52.0,0.831,0.66,8.0,-5.284,0,0.0301,0.362,0.00431,0.0674,0.942,110.019,245580.0,4,6
+Nathan Goshen,נחכה לך,52.0,0.542,0.465,2.0,-7.736,1,0.027,0.491,,0.0737,0.464,74.911,207443.0,4,9
+The Chambers Brothers,Time Has Come Today,52.0,0.528,0.514,2.0,-11.909,1,0.133,0.0252,0.0894,0.0725,0.44,122.872,290933.0,4,10
+Tuna,שניצלים,39.0,0.363,0.714,4.0,-5.743,0,0.19,0.195,,0.184,0.631,75.155,224144.0,4,5
+Jamie Lenman,I Don't Wanna Be Your Friend,30.0,0.538,0.899,9.0,-5.426,1,0.105,0.000942,0.00509,0.0385,0.267,159.941,154251.0,4,6
+the sleepover disaster,Dark Star,31.0,0.107,0.57,11.0,-7.209,0,0.0348,0.00378,0.706,0.449,0.159,80.74,297813.0,4,10
+The Cure,A Forest,64.0,0.587,0.493,,-14.927,1,0.0505,0.423,0.712,0.0909,0.451,161.222,354640.0,4,6
+Lil Skies,My Baby (feat. Zhavia Ward),52.0,0.8,0.597,9.0,-9.082,1,0.203,0.0299,,0.177,0.449,95.072,132300.0,4,5
+Hania Rani,Buka,43.0,0.604,0.258,2.0,-19.848,1,0.0398,0.982,0.94,0.175,0.413,103.019,302724.0,3,6
+Omer Adam,ניפגש בשמחות,37.0,0.851,0.322,1.0,-11.078,0,0.323,0.293,,0.168,0.503,129.93,187846.0,4,9
+Helena Deland,Someone New,45.0,0.535,0.763,1.0,-10.16,0,0.0788,0.578,0.573,0.103,0.166,148.027,229502.0,4,6
+BackRoad Gee,A Yo,56.0,0.839,0.793,,-5.885,1,0.407,0.547,,0.134,0.771,143.978,161344.0,4,5
+The Amazons,Black Magic,54.0,0.375,0.777,10.0,-3.92,0,0.0407,6.51e-05,0.00186,0.153,0.48,114.968,271560.0,4,10
+Freeds,Fruit Bats,42.0,0.897,0.466,10.0,-10.18,1,0.0478,0.556,0.000165,0.119,0.522,104.944,175313.0,4,9
+Youngbloodz,Damn! (feat. Lil' Jon) - Club Mix,56.0,0.772,0.724,6.0,-5.799,0,0.307,0.0149,,0.355,0.518,84.038,298600.0,4,5
+Eyal Golan,האם להיות בך מאוהב,31.0,0.62,0.494,,-6.298,1,0.029,0.222,,0.122,0.197,114.945,203078.0,4,9
+Taylor Swift,Soon You’ll Get Better (feat. The Chicks),65.0,0.433,0.182,,-12.566,1,0.0641,0.907,,0.123,0.421,207.476,201587.0,4,9
+Foster,fools (can't help falling in love) (feat. Sody),75.0,0.706,0.604,2.0,-6.932,1,0.303,0.418,,0.242,0.361,82.03,165029.0,4,9
+GRAE,Spinning,46.0,0.641,0.857,7.0,-7.572,1,0.0431,0.0388,0.727,0.339,0.781,150.0,188173.0,4,6
+Volumes,Weighted,47.0,0.439,0.93,1.0,-7.056,1,0.0652,5e-05,0.488,0.212,0.383,83.992,224792.0,4,8
+ICE-T,Colors - 2014 Remaster,44.0,0.847,0.92,10.0,-7.261,0,0.287,0.0902,1.33e-05,0.126,0.519,93.532,266027.0,4,5
+Yehudit Ravitz,עשה שיהיה לי קל,14.0,0.455,0.202,4.0,-16.988,1,0.0277,0.687,0.166,0.104,0.0675,73.108,422067.0,3,10
+Fit For An Autopsy,Fear Tomorrow,46.0,0.22,0.972,11.0,-5.017,0,0.155,0.000162,7.15e-06,0.335,0.0761,91.921,269381.0,3,8
+Ruston Kelly,Teenage Dirtbag - Acoustic,45.0,0.354,0.321,,-10.068,1,0.0314,0.862,4.21e-05,0.0953,0.356,146.079,4.59378333,4,0
+Kelly Joe Phelps,Lead Me On,41.0,0.345,0.307,9.0,-13.97,1,0.031,0.834,0.000239,0.101,0.483,176.666,287947.0,4,2
+Ariel Segal,תראי אותי,1.0,0.305,0.373,8.0,-10.742,0,0.0656,0.889,5.78e-06,0.253,0.343,82.531,170250.0,5,9
+Love Battery,Between The Eyes,44.0,0.634,0.909,2.0,-8.332,1,0.0289,0.171,0.00318,0.102,0.816,103.398,268467.0,4,10
+Warren G,Regulate,75.0,0.849,0.521,11.0,-12.999,0,0.216,0.304,1.65e-06,0.115,0.763,95.265,248867.0,4,5
+John Legend,Hang on in There,32.0,0.366,0.686,9.0,-7.004,1,0.048,0.318,8.79e-06,0.239,0.611,84.01,435373.0,4,5
+Red Hot Chili Peppers,Good Time Boys - Remastered,42.0,0.454,0.973,11.0,-2.884,0,0.139,0.0096,3.46e-06,0.0911,0.563,93.914,301680.0,4,10
+Thee Headcoatees,Round Every Corner,14.0,0.592,0.547,,-13.09,1,0.0627,0.303,,0.0709,0.736,133.581,145400.0,4,2
+Passenger,The Way That I Love You - Acoustic,34.0,0.569,0.111,1.0,-18.174,1,0.0406,0.929,,0.104,0.284,118.6,2.624,4,0
+Ell Murphy,Arms Around,32.0,0.778,0.825,11.0,-6.73,0,0.105,0.00588,0.581,0.0659,0.725,133.015,306569.0,4,1
+AC/DC,Safe in New York City,50.0,0.494,0.881,9.0,-4.773,1,0.037,0.0111,0.00953,0.104,0.623,160.942,239467.0,4,8
+Little Walter,Last Night - Single Version,6.0,0.468,0.419,7.0,-10.746,1,0.139,0.977,0.00159,0.143,0.472,207.452,163213.0,3,2
+The Backyardigans,Castaways,72.0,0.756,0.211,5.0,-17.646,1,0.409,0.784,8.65e-06,0.11,0.307,81.253,1.461783333,4,9
+Medhane,Off Tha Strength,33.0,0.344,0.826,6.0,-5.971,0,0.195,0.67,0.000399,0.0731,0.526,81.796,152000.0,4,5
+"Jazim Sharma, Tajasvi Sharma",Inteha,19.0,0.456,0.353,9.0,-9.607,1,0.0349,0.874,9.82e-06,0.107,0.335,124.318,4.267633333,3,0
+Rossdale Junction,Sleeper,49.0,0.563,0.126,11.0,-17.326,1,0.0315,0.858,0.617,0.132,0.103,104.959,3.759116667,4,7
+Eli Hurts,TOO MUCH,36.0,0.785,0.424,,-4.299,1,0.0952,0.00386,,0.0724,0.757,118.977,149153.0,4,10
+Iron Maiden,The Number Of The Beast - 1998 Remastered Version,24.0,0.287,0.997,,-3.124,1,0.107,0.00206,0.000397,0.944,0.268,99.545,294627.0,4,8
+moe.,Nebraska,48.0,0.645,0.623,2.0,-7.836,1,0.0359,0.566,,0.204,0.624,95.968,229667.0,4,10
+John Lee Hooker,Moon Is Rising,35.0,0.654,0.159,5.0,-15.9,1,0.0698,0.979,0.00706,0.0911,0.322,129.481,169600.0,4,2
+TOPS,Witching Hour,40.0,0.727,0.905,6.0,-5.274,0,0.0376,0.126,0.0358,0.125,0.876,135.969,193227.0,3,6
+Imad Royal,Heart-Shaped Box - VIRTU Remix,41.0,0.459,0.677,7.0,-5.719,1,0.0626,0.0373,0.000587,0.12,0.146,160.154,244500.0,4,10
+Yuval Dayan,לילותיי,43.0,0.602,0.329,11.0,-7.788,1,0.0285,0.81,7.46e-05,0.126,0.135,111.986,246579.0,4,9
+Topaz Jones,Black Tame,49.0,0.627,0.81,11.0,-4.971,1,0.284,0.314,,0.546,0.637,100.136,252374.0,4,5
+Ghostemane,Anti-Social Masochistic Rage [ASMR],51.0,0.51,0.709,1.0,-7.86,1,0.0598,0.0125,0.869,0.0716,0.267,120.633,193952.0,3,8
+Reeshabh Purohit,Soona Soona,,0.467,0.193,1.0,-18.895,1,0.0315,0.731,0.107,0.105,0.108,100.006,5.4,4,0
+AWOLNATION,The Best,57.0,0.635,0.875,2.0,-4.756,0,0.0306,0.11,0.236,0.0993,0.0485,111.005,223320.0,4,10
+"Kenny Chesney, P!nk",Setting the World On Fire (with P!nk),61.0,0.61,0.822,,-4.422,1,0.0355,0.0171,1.88e-06,0.093,0.437,93.993,3.62445,4,4
+Oasis,Live Forever - Remastered,53.0,0.191,0.829,9.0,-3.381,0,0.0447,2.72e-05,2.11e-05,0.362,0.191,116.007,276667.0,5,10
+Myd,Let You Speak,52.0,0.777,0.694,10.0,-9.237,0,0.0305,0.101,0.0134,0.0763,0.801,124.022,187880.0,4,6
+Sing-Sing,Feels Like Summer,23.0,0.586,0.813,9.0,-5.126,0,0.0276,0.156,0.000391,0.276,0.568,132.64,248467.0,4,6
+The Hirsch Effekt,Torka,16.0,0.138,0.883,10.0,-6.656,0,0.0885,0.000273,0.283,0.159,0.116,171.903,381133.0,5,8
+Melanie,Animal Crackers - Live at Woodstock,23.0,0.595,0.158,2.0,-17.446,1,0.0576,0.752,4.41e-06,0.139,0.392,135.968,173760.0,4,10
+Saving Abel,Drowning (Face Down),51.0,0.384,0.871,7.0,-4.034,1,0.04,0.00991,1.55e-06,0.349,0.321,159.939,235613.0,4,10
+Rajhesh Vaidhya,Nagumomu - Abheri - Adi,19.0,0.395,0.774,2.0,-7.731,0,0.0433,0.346,0.841,0.0898,0.762,91.578,1284507.0,4,6
+Jarren Benton,Andre 3K's,37.0,0.783,0.757,11.0,-6.166,0,0.188,0.158,0.00371,0.0925,0.713,155.96,135334.0,5,5
+Wolf King,Sanctuary,19.0,0.446,0.997,6.0,-3.952,0,0.103,9.44e-05,0.00394,0.391,0.104,155.108,246212.0,4,8
+North Mississippi Allstars,Meet Me In the City,51.0,0.867,0.503,8.0,-8.431,1,0.0334,0.827,0.464,0.184,0.474,111.016,276760.0,4,10
+Fear Factory,Linchpin,59.0,0.693,0.871,,-3.389,1,0.0844,0.00358,2.01e-05,0.11,0.533,111.989,204853.0,4,8
+Saweetie,Best Friend (feat. Doja Cat),89.0,0.84,0.766,4.0,-4.12,1,0.136,0.00302,3.61e-06,0.0684,0.402,94.018,155884.0,4,9
+Seething Akira,Ded,38.0,0.282,0.939,5.0,-4.938,0,0.269,0.0037,0.00036,0.162,0.201,150.058,236625.0,4,10
+Death,Painkiller,47.0,0.428,0.995,8.0,-2.53,1,0.0918,2.06e-05,0.429,0.305,0.123,103.24,362347.0,4,8
+Busta Rhymes,Everything Remains Raw,50.0,0.759,0.809,1.0,-7.886,0,0.293,0.0955,1.71e-06,0.35,0.508,86.848,220800.0,4,5
+Built To Spill,Life in Vain,37.0,0.488,0.775,4.0,-9.387,1,0.0567,0.0435,0.000443,0.181,0.826,81.004,205506.0,4,6
+The Kooks,Naive,74.0,0.391,0.808,8.0,-6.209,0,0.0892,0.0759,,0.149,0.737,100.304,203507.0,4,10
+שילה בן סעדון,Forever,41.0,0.471,0.436,11.0,-7.493,1,0.0546,0.688,,0.0813,0.421,143.213,220972.0,4,9
+"Britney Spears, will.i.am",It Should Be Easy (feat. will.i.am),39.0,0.706,0.56,7.0,-5.482,0,0.0777,0.246,,0.0807,0.539,129.851,3.443116667,4,9
+Scar$,Your Ex Is A Bitch And I Hate Her,32.0,0.609,0.6,10.0,-9.005,1,0.0877,0.0183,,0.0461,0.184,81.504,156074.0,4,10
+Sheryl Crow,Strong Enough,62.0,0.58,0.265,2.0,-15.267,1,0.0317,0.796,0.00019,0.11,0.583,154.595,189827.0,3,10
+Dudu Aharon,ביום שנפגש,22.0,0.604,0.429,10.0,-7.237,1,0.0247,0.674,,0.249,0.42,96.009,257720.0,4,9
+Metric,Synthetica,39.0,0.373,0.862,,-3.988,1,0.0383,4.78e-05,0.00486,0.109,0.21,158.932,234707.0,4,10
+Yung Bae,Bad Boy,67.0,0.861,0.82,1.0,-4.807,0,0.0728,0.032,4.76e-06,0.0706,0.781,118.04,187571.0,4,9
+Public Enemy,Fight The Power,58.0,0.797,0.582,2.0,-12.97,1,0.255,0.00484,2.04e-06,0.517,0.415,105.974,282640.0,4,5
+Electric Boys,Super God,34.0,0.45,0.894,2.0,-6.033,1,0.0519,9.45e-06,0.109,0.421,0.339,128.04,208863.0,4,8
+Volturian,Broken,33.0,0.475,0.908,,-5.519,1,0.0432,3.37e-05,0.00171,0.339,0.374,95.018,219133.0,4,8
+Big Joe Williams,Baby Please Don't Go,40.0,0.499,0.302,7.0,-15.15,1,0.0495,0.752,0.0266,0.129,0.564,167.075,164507.0,4,2
+Chris Young,Gettin' You Home,65.0,0.639,0.678,7.0,-5.02,1,0.0278,0.44,1.45e-06,0.221,0.531,106.966,3.53555,4,4
+NEEDTOBREATHE,Brother - Acoustic,48.0,0.386,0.561,9.0,-5.879,1,0.0324,0.806,,0.11,0.416,78.884,3.60618333,4,0
+Damn Yankees,Where You Goin' Now,47.0,0.48,0.72,7.0,-5.607,1,0.0283,0.0116,,0.114,0.383,76.54,279847.0,4,10
+Joshua Ray Walker,Voices,42.0,0.515,0.447,,-10.533,1,0.0394,0.291,0.00012,0.0923,0.184,76.575,264947.0,4,1
+Miri Mesika,הצל ואני,18.0,0.589,0.673,10.0,-7.344,0,0.0435,0.0916,4.68e-06,0.112,0.508,135.011,327080.0,4,9
+George Strait,Ocean Front Property,59.0,0.656,0.326,2.0,-15.756,1,0.0283,0.111,,0.25,0.787,78.298,3.142216667,4,4
+UPSAHL,People I Don't Like,72.0,0.747,0.573,11.0,-6.562,0,0.295,0.268,,0.302,0.551,90.036,142766.0,4,10
+kostromin,–ú–æ—è –≥–æ–ª–æ–≤–∞ –≤–∏–Ω—Ç–æ–º (My head is spinning like a screw),77.0,0.833,0.748,1.0,-5.963,1,0.229,0.0331,1.44e-06,0.0728,0.484,119.925,140000.0,4,9
+Kenny Chesney,American Kids,72.0,0.782,0.589,,-7.37,1,0.0803,0.0476,5.84e-06,0.0366,0.849,85.022,3.049333333,4,4
+Ido B & Zooki,קודם כל המשפחה,30.0,0.634,0.931,3.0,-4.768,0,0.267,0.159,,0.0873,0.557,143.996,256667.0,4,5
+Corey Harris,Station Blues,7.0,0.686,0.452,1.0,-13.339,1,0.0914,0.54,0.222,0.059,0.833,106.944,209467.0,4,2
+Didirri,I Can't Get Last Night Out Of My Head,45.0,0.571,0.375,,-12.281,1,0.0641,0.359,,0.0963,0.599,153.573,195418.0,4,9
+Nine Inch Nails,Hurt,56.0,0.566,0.124,11.0,-18.166,0,0.0431,0.709,0.0104,0.132,0.11,79.924,374440.0,4,10
+Jake Owen,Yee Haw,51.0,0.672,0.934,7.0,-3.322,1,0.0333,0.0956,,0.109,0.948,129.123,2.875116667,4,4
+Indosoul by Karthick Iyer,Rejoicing in Raghuvamsa,31.0,0.374,0.656,2.0,-11.757,1,0.045,0.475,0.965,0.118,0.476,100.597,285048.0,4,6
+Fenton Robinson,Somebody Loan Me A Dime,48.0,0.69,0.584,3.0,-8.864,1,0.0746,0.47,2.46e-05,0.297,0.809,118.017,179693.0,3,2
+24HOURS,Step By Step,20.0,0.688,0.926,10.0,-3.869,1,0.0927,0.00422,0.000891,0.0765,0.609,140.016,211290.0,4,10
+Sreevalsan J. Menon,Yamuna,23.0,0.31,0.373,,-10.775,1,0.0329,0.89,7.91e-06,0.144,0.282,135.15,8.3397,1,0
+Tidal Wave,End of the Line,22.0,0.364,0.729,8.0,-10.391,1,0.0334,2.05e-05,0.258,0.457,0.373,83.017,213479.0,4,10
+Nirvana,The Man Who Sold The World - Live Version,56.0,0.476,0.706,1.0,-7.839,0,0.0289,0.379,0.000242,0.877,0.368,114.858,227467.0,4,10
+Westlife,How to Break a Heart,2.0,0.555,0.727,7.0,-4.694,1,0.0327,0.0507,,0.287,0.13,156.0,4.068883333,4,9
+Lala Lala,Destroyer,47.0,0.604,0.594,10.0,-6.706,1,0.0259,0.757,0.635,0.148,0.333,109.931,192550.0,4,6
+Sugaray Rayford,Homemade Disaster,28.0,0.556,0.87,7.0,-4.816,0,0.166,0.162,0.463,0.0941,0.955,169.826,194564.0,4,2
+Asha Bhosle,Tora Man Bada Papi,3.0,0.37,0.601,7.0,-10.958,1,0.141,0.93,,0.306,0.487,85.953,4.683783333,4,3
+Elina,Free,60.0,0.627,0.213,10.0,-12.634,1,0.0349,0.877,,0.204,0.18,92.054,199463.0,4,9
+LUMP,Animal - Edit,52.0,0.76,0.652,1.0,-8.896,1,0.0311,0.137,0.213,0.11,0.398,119.978,185536.0,3,1
+Dugong Jr,Ceramic,43.0,0.789,0.745,8.0,-9.841,1,0.418,0.565,6.08e-05,0.0883,0.578,111.045,241834.0,4,6
+Eldad Cohen,בכל קיץ,26.0,0.493,0.617,,-6.229,0,0.0384,0.492,3.01e-06,0.258,0.597,145.974,208023.0,4,9
+Cam Wallace,Retail (Remix) (with Wiz Khalifa),,0.776,0.482,8.0,-8.039,1,0.0545,0.439,0.000512,0.17,0.372,83.967,165340.0,4,5
+TOOL,The Pot,68.0,0.469,0.79,7.0,-6.889,1,0.0391,0.000148,0.372,0.282,0.466,107.45,381947.0,4,8
+Buckshot LeFonque,Breakfast At Denny's,42.0,0.76,0.65,7.0,-9.233,1,0.189,0.00805,0.524,0.0772,0.581,87.433,354640.0,4,5
+Harmonica Shah,Who's the Fool,16.0,0.527,0.657,6.0,-6.333,0,0.196,0.321,0.000152,0.591,0.556,124.075,337247.0,4,2
+The Members,The Sound Of The Suburbs,38.0,0.399,0.747,7.0,-10.62,1,0.0741,0.032,7.45e-06,0.0688,0.597,181.964,233200.0,4,6
+Blur,Song 2 - 2012 Remaster,76.0,0.674,0.789,8.0,-6.903,1,0.0676,0.00178,0.0071,0.0754,0.918,129.804,121160.0,4,1
+Van Halen,When It's Love,51.0,0.562,0.63,2.0,-12.332,1,0.0255,0.0483,0.000102,0.0926,0.402,99.369,5.664,4,10
+Guns N' Roses,Rocket Queen,57.0,0.448,0.945,10.0,-7.978,1,0.0394,0.0219,0.246,0.0254,0.437,111.705,373467.0,4,10
+a crowd of rebellion,Meteor,36.0,0.474,0.943,7.0,-1.973,0,0.0577,3.6e-05,0.000114,0.364,0.423,103.441,202567.0,4,10
+The Cardigans,Lovefool,72.0,0.704,0.636,9.0,-6.029,1,0.0252,0.0344,,0.35,0.89,111.845,193953.0,4,10
+10cc,The Things We Do For Love,64.0,0.637,0.528,1.0,-9.837,1,0.0394,0.163,,0.122,0.781,106.949,207573.0,4,10
+The Gaslight Anthem,"""45""",50.0,0.312,0.975,8.0,-4.628,1,0.0853,0.000667,1.15e-06,0.133,0.37,178.117,207547.0,4,10
+Call Me A Fool [Feat. Carla Thomas],"Valerie June, Carla Thomas",45.0,0.495,0.537,,-4.959,0,0.0296,0.754,0.0109,0.633,0.171,132.395,3.731333333,3,0
+Black Stone Cherry,White Trash Millionaire,56.0,0.485,0.898,4.0,-3.75,1,0.0568,0.000776,0.00244,0.642,0.494,99.983,198680.0,4,10
+The Starting Line,The Best Of Me,59.0,0.533,0.802,4.0,-4.212,1,0.0384,0.001,,0.314,0.293,106.969,258267.0,4,10
+Michael Shynes,Chasing after the moon,52.0,0.555,0.412,3.0,-6.284,1,0.0354,0.692,1.52e-06,0.112,0.282,163.887,238995.0,3,9
+Mia X,The Party Don't Stop,35.0,0.817,0.595,6.0,-10.144,0,0.264,0.0207,,0.155,0.383,92.931,253107.0,4,5
+"Kelsea Ballerini, Kenny Chesney",half of my hometown (feat. Kenny Chesney),70.0,0.571,0.618,10.0,-4.966,1,0.0445,0.147,,0.159,0.288,138.03,3.863866667,4,4
+MY FIRST STORY,LEADER,53.0,0.291,0.97,4.0,-2.839,0,0.382,0.00301,,0.31,0.28,180.292,245027.0,4,10
+Paulo Mendonca,Just in case,37.0,0.536,0.969,6.0,-2.62,0,0.0915,0.43,1.26e-06,0.082,0.805,84.881,239575.0,4,2
+Pappo's Blues,El Hombre Suburbano,40.0,0.618,0.819,7.0,-4.979,1,0.0941,0.555,0.0167,0.122,0.678,124.523,138978.0,4,2
+TOOL,7empest,59.0,0.323,0.804,7.0,-7.397,1,0.0369,7.35e-05,0.835,0.0957,0.384,144.756,943529.0,5,8
+The Lumineers,Angela (Single Version),53.0,0.652,0.601,4.0,-7.988,1,0.0317,0.625,0.000165,0.17,0.302,130.308,178840.0,4,9
+Itay Levi,שתשרף האהבה,36.0,0.414,0.632,10.0,-5.971,0,0.301,0.273,,0.56,0.35,62.18,205130.0,4,9
+Foals,Exits,57.0,0.483,0.858,9.0,-2.94,0,0.0346,0.0559,0.00107,0.514,0.712,188.055,357419.0,4,1
+Buzzcocks,Why Can't I Touch It? - 2001 Remastered Version,52.0,0.587,0.613,,-9.444,0,0.0341,0.000179,0.151,0.178,0.655,85.693,396333.0,4,10
+NTMY,Boyfriend,41.0,0.347,0.117,6.0,-17.072,0,0.0549,0.936,,0.134,0.46,173.601,179746.0,3,9
+Yelle,Je veux te voir,51.0,0.924,0.651,7.0,-3.894,1,0.124,0.0203,0.0069,0.059,0.898,126.947,261920.0,4,1
+Isaiah Rashad,Lay Wit Ya (feat. Duke Deuce),73.0,0.925,0.859,1.0,-7.335,1,0.196,0.0347,1.86e-06,0.2,0.967,140.034,197387.0,4,5
+Auguste Henrique,Serenade For Strings,43.0,0.475,0.128,9.0,-17.601,0,0.0341,0.958,0.914,0.101,0.154,116.029,2.225366667,4,7
+In This Moment,The In-Between,60.0,0.469,0.951,10.0,-4.222,1,0.111,0.0119,,0.0976,0.283,149.976,254811.0,4,8
+Southern Empire,Goliath's Moon,26.0,0.433,0.779,6.0,-5.72,0,0.0723,0.0319,6.24e-06,0.922,0.315,169.897,551947.0,4,10
+Perfume Genius,Otherside,57.0,0.279,0.137,8.0,-11.45,1,0.0381,0.906,0.000494,0.223,0.206,142.848,160169.0,3,6
+The Lathums,Oh My Love,47.0,0.426,0.819,6.0,-3.24,0,0.0295,0.00639,2.08e-06,0.212,0.643,177.916,140189.0,4,6
+Imagine Dragons,Radioactive - Live,41.0,0.495,0.553,6.0,-6.859,1,0.0397,0.0816,,0.424,0.377,138.999,270160.0,4,10
+The Chords,Sh-Boom - Single Version,47.0,0.667,0.467,5.0,-8.991,1,0.0499,0.851,,0.272,0.905,136.676,144320.0,4,2
+Shygirl,TWELVE,46.0,0.669,0.612,2.0,-8.525,1,0.122,0.0138,0.000208,0.102,0.209,170.188,152000.0,4,6
+Hikaru Utada,One Last Kiss,75.0,0.592,0.54,8.0,-11.249,0,0.0587,0.692,0.00187,0.0965,0.354,111.955,252027.0,4,9
+L7,Shitlist,50.0,0.419,0.916,1.0,-8.373,1,0.0604,9.2e-06,0.184,0.0751,0.495,128.981,175293.0,4,10
+We Were Giants,The Final Encounter,36.0,0.558,0.982,10.0,-2.99,0,0.117,0.00171,0.117,0.334,0.202,119.977,196000.0,4,8
+Neal Morse,Get Behind Me Satan,25.0,0.353,0.971,6.0,-6.117,0,0.144,7.14e-05,0.000191,0.0713,0.543,173.87,203107.0,4,10
+"Crosby, Stills & Nash",Helplessly Hoping - 2005 Remaster,64.0,0.567,0.159,7.0,-13.648,1,0.0331,0.914,,0.111,0.436,146.913,2.63155,4,0
+Sheryl Crow,Real Gone,65.0,0.608,0.785,11.0,-5.346,0,0.0472,0.00173,,0.0762,0.806,117.983,200733.0,4,10
+Maglore,N√£o Existe Saudade No Cosmos,38.0,0.421,0.716,5.0,-5.548,1,0.0367,0.00184,0.00137,0.112,0.767,78.66,214224.0,4,6
+Black Grape,Reverend Black Grape,41.0,0.606,0.923,8.0,-6.842,1,0.0661,0.000676,0.00289,0.081,0.599,108.107,313067.0,4,1
+Miss May I,Hey Mister,52.0,0.384,0.992,10.0,-3.249,0,0.125,3.36e-05,7.79e-05,0.565,0.0988,160.038,235640.0,4,8
+Yehudit Ravitz & Avi Balelli,החלון,12.0,0.522,0.363,7.0,-11.422,1,0.0285,0.709,0.00136,0.0952,0.186,82.542,256747.0,3,10
+Peter Green,A Fool No More,48.0,0.393,0.132,4.0,-18.825,0,0.0321,0.0776,0.108,0.0956,0.293,87.168,464667.0,4,2
+Bury Tomorrow,Man on Fire,45.0,0.392,0.971,4.0,-2.05,0,0.0898,0.00795,,0.177,0.24,159.822,241707.0,4,8
+Sleep Token,The Offering,52.0,0.48,0.861,6.0,-6.836,1,0.0477,0.00329,0.0559,0.0907,0.377,135.055,349653.0,4,8
+Stone Temple Pilots,Sex Type Thing,1.0,0.397,0.969,9.0,-3.892,1,0.0463,1.52e-06,0.517,0.0513,0.702,134.289,218293.0,4,10
+James Gang,The Bomber A: Closet Queen B: Bolero C: Cast Your Fate To The Wind - Medley,45.0,0.235,0.675,9.0,-8.739,1,0.041,0.0519,0.481,0.0999,0.584,184.723,424733.0,4,10
+Starcrawler,Hollywood Ending,31.0,0.325,0.912,4.0,-3.39,0,0.0514,0.0016,0.000973,0.132,0.652,132.609,205933.0,4,10
+My Chemical Romance,Helena,73.0,0.356,0.96,4.0,-3.487,1,0.104,0.0142,,0.209,0.0857,125.921,204733.0,4,10
+Piroshka,Everlastingly Yours,37.0,0.464,0.769,11.0,-8.48,1,0.0316,1.49e-05,0.000357,0.213,0.397,120.096,269747.0,4,6
+Ravid Plotnik,גודזילה (נצ'י נצ'),28.0,0.763,0.77,6.0,-3.507,1,0.299,0.0858,,0.566,0.576,89.876,192000.0,4,5
+The Doors,Love Her Madly,66.0,0.565,0.587,4.0,-7.393,0,0.0317,0.0573,0.00493,0.0416,0.966,147.462,198467.0,4,1
+Soft Machine,Slightly All The Time - Remastered 2006,30.0,0.337,0.405,2.0,-10.535,0,0.0323,0.686,0.901,0.121,0.206,135.756,1090787.0,4,10
+Melpo Mene,Wrong At Last,20.0,0.487,0.582,11.0,-10.795,1,0.0353,0.00949,0.0797,0.0977,0.199,123.352,208773.0,4,6
+Astronaut Project,Girl,36.0,0.548,0.345,9.0,-9.82,1,0.0262,0.187,0.65,0.125,0.387,78.007,139250.0,4,6
+Itay Levi,מקסיקו,25.0,0.839,0.588,,-7.441,0,0.043,0.199,1.57e-05,0.661,0.439,107.954,194254.0,4,9
+Redman,Let's Get Dirty (I Can't Get In Da Club),43.0,0.539,0.966,1.0,-5.02,1,0.433,0.0542,,0.466,0.432,99.142,235533.0,4,5
+"Asha Bhosle, Mahendra Kapoor",Maine Ek Khwab Sa Dekha,10.0,0.451,0.103,3.0,-14.311,1,0.0341,0.969,0.0222,0.123,0.261,78.478,5.505316667,4,3
+wordsbyjuni,cause it's dark outside,33.0,0.629,0.459,10.0,-8.22,0,0.107,0.616,0.0217,0.106,0.427,80.988,244444.0,4,1
+Pantera,Cemetery Gates,66.0,0.274,0.726,9.0,-11.541,1,0.0449,0.000212,0.0113,0.0993,0.426,146.449,422933.0,4,8
+Biig Piig,American Beauty,14.0,0.643,0.622,7.0,-10.569,0,0.0304,0.345,0.928,0.156,0.833,120.202,172067.0,4,9
+Baby Charles,I Bet You Look Good On The Dancefloor,50.0,0.588,0.976,1.0,-4.943,0,0.0615,0.0308,0.000317,0.0928,0.592,101.811,268040.0,4,6
+"Up, Bustle & Out",Tabla Talkin' Dub,18.0,0.681,0.567,6.0,-9.229,1,0.0385,0.00152,0.903,0.112,0.941,152.624,5.55755,4,0
+Pearl Street Trio,Dreamsville,60.0,0.359,0.0686,2.0,-21.495,0,0.0345,0.916,0.929,0.104,0.0762,102.41,4.351033333,4,7
+Hush Kids,Love Is a Made up Word,35.0,0.624,0.727,2.0,-7.194,1,0.0316,0.21,0.000191,0.0999,0.193,116.039,3.10063333,4,0
+Hard Working Americans,It Runs Together,30.0,0.61,0.548,9.0,-10.408,0,0.0555,0.775,0.0347,0.425,0.413,103.983,202423.0,4,10
+Testament,Down For Life,48.0,0.344,0.955,1.0,-10.614,1,0.0444,5.4e-06,0.111,0.0665,0.352,111.671,203680.0,4,8
+Young M.A,Hello Baby feat. Fivio Foreign,65.0,0.893,0.537,7.0,-6.822,0,0.364,0.211,,0.0599,0.588,140.038,178562.0,4,5
+Muse,Something Human (Acoustic),49.0,0.609,0.832,9.0,-5.284,1,0.039,0.425,4.44e-05,0.17,0.654,105.023,226333.0,4,10
+Siena Root,Final Stand,27.0,0.442,0.748,2.0,-10.139,1,0.0626,0.0429,0.00468,0.0967,0.229,135.422,369221.0,4,10
+RY X,Berlin,66.0,0.397,0.0666,7.0,-20.405,1,0.0383,0.963,0.158,0.107,0.0389,137.313,174172.0,4,6
+Hozier,"Wasteland, Baby!",57.0,0.427,0.407,2.0,-9.665,1,0.0382,0.612,0.386,0.109,0.244,168.844,266467.0,4,9
+Zoe Wees,Girls Like Us,84.0,0.444,0.648,1.0,-4.955,1,0.0476,0.288,,0.059,0.171,125.706,189000.0,5,9
+Metallica,Nothing Else Matters,79.0,0.553,0.362,4.0,-11.218,0,0.0263,0.0458,6.01e-06,0.075,0.158,142.352,388267.0,3,10
+Taleban Dooda,More Than Average,48.0,0.774,0.645,10.0,-5.531,1,0.321,0.197,2.85e-06,0.22,0.415,76.552,183286.0,4,5
+Westy,Karachi,15.0,0.705,0.188,4.0,-13.843,0,0.372,0.223,0.744,0.104,0.145,139.815,247040.0,4,5
+Elia Rosilio,עם הזמן,34.0,0.546,0.298,6.0,-10.78,1,0.0263,0.523,0.00084,0.116,0.157,96.806,133608.0,4,9
+Pink Floyd,Comfortably Numb,73.0,0.472,0.366,11.0,-12.595,0,0.0286,0.15,0.308,0.0837,0.171,127.167,382297.0,4,10
+Tyla Yaweh,Tommy Lee (feat. Post Malone) - Tommy Lee Remix,62.0,0.504,0.597,10.0,-6.237,1,0.1,0.206,,0.0949,0.557,117.974,230489.0,4,10
+Dot,User,28.0,0.789,0.372,7.0,-14.553,1,0.0484,0.44,0.433,0.107,0.162,107.016,181500.0,4,6
+Sudha Malhotra,Mil Gaye Nain,1.0,0.554,0.367,1.0,-11.983,1,0.0382,0.848,0.000177,0.0862,0.945,144.563,2.588666667,4,3
+Gucci Mane,Money Make Ya Handsome,45.0,0.697,0.663,10.0,-6.0,0,0.0512,0.154,,0.282,0.548,134.108,205027.0,4,5
+Henry Lindon,First Season,53.0,0.53,0.123,,-22.841,0,0.0294,0.978,0.914,0.111,0.334,100.696,3.374383333,4,7
+Kipp Stone,Faygo Baby,41.0,0.725,0.66,9.0,-4.013,1,0.152,0.0684,3.62e-06,0.105,0.734,132.949,202194.0,4,5
+Tim McGraw,"I Like It, I Love It",68.0,0.643,0.961,,-5.298,1,0.0315,0.0196,,0.948,0.96,124.027,3.42845,4,4
+Lilla Vargen,Downtown,43.0,0.431,0.334,1.0,-9.88,1,0.032,0.651,0.0184,0.147,0.0448,94.483,249429.0,4,6
+Koralle,Keep It Stepping,42.0,0.579,0.668,6.0,-10.288,1,0.497,0.345,0.000851,0.212,0.575,78.322,180027.0,1,5
+Beartooth,Hated,62.0,0.458,0.99,8.0,-3.717,1,0.183,0.000285,0.000893,0.454,0.46,166.904,211430.0,4,10
+Cactus,Evil - Single Version,43.0,0.25,0.821,7.0,-7.694,1,0.075,0.000551,0.00181,0.335,0.81,190.203,195827.0,4,10
+Corrosion Of Conformity,Clean My Wounds,55.0,0.544,0.917,5.0,-6.086,1,0.0788,0.0306,5.32e-06,0.064,0.642,140.639,212693.0,4,8
+Monti Fiori,אין דרך חזרה,20.0,0.673,0.577,1.0,-10.076,0,0.0359,0.0806,0.00198,0.0811,0.856,94.936,182405.0,4,9
+Pink Floyd,Echoes,57.0,0.285,0.322,6.0,-16.58,0,0.044,0.366,0.651,0.107,0.142,134.042,1412451.0,4,10
+Welshly Arms,save me from the monster in my head,42.0,0.649,0.672,,-6.191,1,0.0552,0.0092,,0.0757,0.305,123.004,192976.0,4,10
+Westlife,Us Against the World,,0.513,0.703,9.0,-4.57,1,0.0312,0.18,,0.0686,0.337,119.918,3.981116667,4,9
+Soulfly,Bleed,43.0,0.349,0.974,7.0,-4.724,1,0.197,0.00843,0.00595,0.358,0.158,118.409,246733.0,3,8
+Guy Verlinde,Love Light Shine,7.0,0.635,0.793,,-6.744,1,0.0375,0.106,1.29e-06,0.189,0.775,96.042,257573.0,4,2
+Coi Leray,Bout Me,67.0,0.706,0.733,6.0,-5.477,0,0.0672,0.255,0.000122,0.103,0.66,141.914,162387.0,4,5
+Annisokay,STFU,56.0,0.51,0.9,6.0,-6.278,0,0.05,0.00569,,0.285,0.381,130.067,210406.0,4,8
+Buzzcocks,Ever Fallen In Love With Someone (You Shouldn't Have Fallen In Love With),36.0,0.243,0.958,9.0,-3.348,1,0.0619,0.000192,8e-06,0.702,0.426,95.252,184853.0,4,10
+Occasionally,Lydia Luce,33.0,0.457,0.291,6.0,-13.43,1,0.0325,0.548,0.209,0.175,0.193,77.904,3.242666667,4,0
+Shire T,Blue Kiss,43.0,0.633,0.969,7.0,-6.112,1,0.0581,0.0113,0.654,0.123,0.603,138.946,255760.0,4,1
+Nana Adjoa,No Room,49.0,0.561,0.439,9.0,-12.044,1,0.0369,0.458,0.0503,0.105,0.307,145.425,209839.0,3,6
+Powfu,ill come back to you,67.0,0.652,0.483,8.0,-9.964,0,0.291,0.658,,0.393,0.372,75.987,134881.0,4,5
+Lior Narkis,חיבוק,40.0,0.747,0.708,2.0,-7.008,0,0.0722,0.0907,,0.0842,0.915,139.944,159143.0,4,9
+Dalis Car,His Box,33.0,0.815,0.336,4.0,-15.521,0,0.0495,0.0738,0.00671,0.0539,0.976,115.808,282667.0,4,10
+Paddy Echo,The View,36.0,0.646,0.697,11.0,-8.726,0,0.0542,0.0226,1.17e-06,0.129,0.645,150.023,181608.0,4,9
+Demon Head,The Triumphal Chariot of Antimony,29.0,0.296,0.533,1.0,-6.588,1,0.0318,0.0119,0.216,0.0908,0.107,137.991,339053.0,4,8
+Arik Einstein,קפה טורקי - בדשא אצל אביגדור-רימאסטרינג,26.0,0.724,0.612,1.0,-10.86,0,0.0358,0.000175,,0.185,0.494,138.728,226645.0,4,10
+Saccades,Islands Past,32.0,0.596,0.474,,-11.263,1,0.0266,0.547,0.833,0.0928,0.379,112.983,220619.0,4,6
+Future Palace,Ghost Chapter,36.0,0.356,0.907,2.0,-6.446,0,0.0458,0.00051,,0.0639,0.389,170.057,263204.0,4,8
+Lamine Cissokho,Folon,26.0,0.338,0.356,,-11.65,1,0.0325,0.874,0.842,0.121,0.493,79.298,5.145733333,4,7
+Asaf Avidan,Lost Horse,33.0,0.71,0.696,5.0,-5.674,0,0.0415,0.0403,0.00395,0.131,0.594,75.496,232247.0,4,10
+"Felix Mendelssohn, Ensemble Explorations, Roel Dieltiens","Octet, Op. 20: II. Andante",20.0,0.171,0.055,5.0,-24.659,0,0.0437,0.833,0.74,0.158,0.054,96.665,6.968883333,4,7
+Lovejoy,One Day,80.0,0.332,0.737,10.0,-8.572,0,0.0349,0.00696,,0.0519,0.761,183.333,144616.0,4,9
+Vinay Kaushal,A Tune for Peace - an Interlude,16.0,0.465,0.352,4.0,-11.768,1,0.03,0.846,0.864,0.134,0.164,74.895,224455.0,4,6
+U2,Beautiful Day,73.0,0.536,0.928,11.0,-6.492,0,0.0589,0.0154,0.00134,0.2,0.389,136.258,248400.0,4,10
+Freya Ridings,Unconditional,2.0,0.403,0.213,2.0,-7.731,1,0.0366,0.923,,0.348,0.291,119.497,197053.0,4,9
+The Omnific,The Stoic,25.0,0.461,0.811,8.0,-7.643,1,0.0349,0.129,0.673,0.108,0.214,150.016,244906.0,4,8
+Eyal Golan,הייתי בגן עדן,33.0,0.46,0.579,3.0,-5.857,0,0.0292,0.322,,0.172,0.395,136.206,250053.0,4,9
+Metallica,The Unforgiven II,64.0,0.497,0.89,8.0,-4.559,0,0.0445,0.00055,0.00129,0.255,0.249,133.047,396440.0,4,8
+Torche,Loose Men,22.0,0.279,0.928,9.0,-4.464,1,0.061,2.11e-06,0.891,0.217,0.299,159.939,148473.0,4,8
+Melodiesinfonie,Strong Ankles,37.0,0.597,0.404,2.0,-9.832,0,0.0358,0.767,0.0589,0.108,0.145,71.551,242667.0,4,1
+Justin Jesso,Bigger Than - Acoustic,51.0,0.503,0.342,2.0,-8.028,1,0.0375,0.857,,0.0916,0.392,82.677,213080.0,4,9
+Tired Lion,With Or Without,36.0,0.469,0.759,10.0,-5.119,1,0.0409,0.000357,0.154,0.145,0.332,130.045,210629.0,4,6
+Eliad,סימן,28.0,0.649,0.353,4.0,-9.883,1,0.0352,0.0187,,0.146,0.231,89.968,216840.0,4,9
+Erkut Taçkın,Sevmek İstiyorum,49.0,0.769,0.348,9.0,-10.088,0,0.207,0.586,0.00865,0.113,0.539,74.883,171333.0,4,10
+Mazen,Dork,31.0,0.858,0.561,7.0,-8.628,0,0.145,0.135,,0.372,0.411,125.016,207915.0,4,5
+Twin Atlantic,Barcelona,43.0,0.561,0.789,10.0,-5.297,1,0.0401,0.000168,,0.106,0.149,96.994,275960.0,4,10
+Kendell Marvel,Hard Time with the Truth,45.0,0.535,0.612,7.0,-9.219,0,0.0333,0.328,0.217,0.125,0.163,92.477,251437.0,4,10
+T.G. Sheppard,Party Time,42.0,0.586,0.535,5.0,-11.517,1,0.0274,0.527,0.0162,0.143,0.759,99.799,3.545116667,4,4
+Cynik Scald,Lullaby,39.0,0.483,0.941,6.0,-4.083,0,0.109,2.66e-05,9.42e-06,0.175,0.395,109.979,243693.0,4,8
+Kenny Chesney,The Good Stuff,51.0,0.586,0.675,7.0,-7.819,1,0.0776,0.26,,0.144,0.473,143.92,3.32645,4,4
+Twenty One Pilots,Choker,79.0,0.7,0.664,7.0,-8.211,1,0.0394,0.306,1.89e-05,0.249,0.585,142.009,223066.0,4,9
+Allman Brothers Band,Melissa,63.0,0.533,0.362,4.0,-14.791,1,0.0244,0.478,0.245,0.0857,0.45,82.993,235224.0,4,10
+The Band,Tears Of Rage - Remastered,41.0,0.457,0.523,5.0,-8.144,1,0.0355,0.376,0.000141,0.199,0.382,116.047,319951.0,4,10
+Snow Patrol,Same,35.0,0.544,0.459,5.0,-8.821,1,0.0264,0.264,0.16,0.179,0.195,129.058,235747.0,3,10
+Los Queltehues,Pescado Frito,16.0,0.575,0.914,2.0,-6.432,1,0.0731,0.397,0.000498,0.455,0.854,127.029,260399.0,4,2
+JXN,Solitude,44.0,0.72,0.494,5.0,-7.779,0,0.0843,0.125,1.53e-06,0.123,0.357,161.896,178000.0,3,10
+Curtis Waters,System,43.0,0.717,0.866,2.0,-3.662,1,0.0474,0.248,,0.385,0.734,154.889,129117.0,4,10
+The National,Bloodbuzz Ohio,56.0,0.402,0.835,9.0,-6.367,1,0.043,0.0558,0.18,0.103,0.69,157.066,275933.0,4,6
+EARTHGANG,Options (with Wale),55.0,0.778,0.713,1.0,-5.852,1,0.289,0.0452,,0.0405,0.321,140.024,154253.0,4,5
+Britney Spears,Lace and Leather,43.0,0.863,0.586,7.0,-6.512,1,0.0617,0.0074,0.000646,0.103,0.823,111.968,2.792666667,4,9
+David Bowie,Sound and Vision - 1999 Remaster,32.0,0.657,0.732,2.0,-10.007,1,0.0399,0.00146,0.412,0.146,0.835,106.213,184533.0,4,1
+Juraj Stanik Trio,I Sing This Song for You,49.0,0.413,0.0771,3.0,-22.29,1,0.0381,0.956,0.694,0.257,0.099,124.912,4.64445,4,7
+Bandit Bandit,Maux,33.0,0.593,0.854,2.0,-6.023,1,0.039,0.0379,0.00394,0.0749,0.295,105.004,194929.0,4,10
+Backstreet Boys,Never Gone,36.0,0.583,0.587,5.0,-6.44,1,0.0421,0.521,,0.115,0.31,118.005,3.764,4,9
+The Clash,Rock the Casbah - Remastered,72.0,0.797,0.872,9.0,-6.727,0,0.0575,0.291,,0.284,0.866,129.885,222427.0,4,10
+Siouxsie and the Banshees,Spellbound,58.0,0.415,0.853,7.0,-11.098,1,0.038,0.0107,0.000499,0.536,0.302,148.494,197013.0,4,6
+"Devdutta Manisha Baji, Aanandi Joshi, Asad Khan",More Piya,24.0,0.49,0.508,7.0,-10.719,1,0.0318,0.471,0.000767,0.077,0.0844,93.022,4.301083333,4,0
+Skegss,Save It For The Weekend,45.0,0.424,0.83,9.0,-5.298,1,0.028,0.000307,0.000717,0.36,0.544,101.596,181608.0,4,10
+Ruthie Foster,What Are You Listening To?,37.0,0.526,0.646,1.0,-4.113,1,0.0351,0.159,,0.1,0.473,147.675,257853.0,4,2
+A Day To Remember,The Downfall of Us All,66.0,0.588,0.881,,-4.62,1,0.0666,0.000252,,0.326,0.709,129.947,209093.0,4,10
+Rise Against,"Broken Dreams, Inc.",56.0,0.324,0.976,1.0,-5.231,1,0.12,0.000113,,0.293,0.463,166.939,231938.0,4,1
+Freedom Fry,Linger,56.0,0.572,0.285,5.0,-12.367,1,0.0316,0.789,,0.0944,0.168,88.012,3.35226667,4,0
+American Hi-Fi,Steppin' Out,30.0,0.433,0.914,9.0,-8.137,1,0.041,5.99e-06,0.165,0.0742,0.789,173.985,257184.0,4,10
+Maximo Park,Apply Some Pressure,57.0,0.378,0.953,9.0,-3.632,1,0.138,0.000719,2.89e-05,0.0936,0.512,167.808,200347.0,4,6
+Dozer,Big Sky Theory,44.0,0.356,0.849,7.0,-5.59,1,0.0399,0.000256,0.077,0.115,0.306,133.166,508307.0,4,8
+Tribute Trio,These Foolish Things,59.0,0.449,0.142,10.0,-18.201,1,0.0421,0.945,0.914,0.111,0.131,112.211,4.845166667,4,7
+Dance With the Dead,Invader,50.0,0.528,0.864,11.0,-5.702,0,0.0441,0.000332,0.869,0.0702,0.159,126.012,274286.0,4,6
+Rapaz Ego,Gr√£o Mestre,26.0,0.634,0.737,9.0,-5.135,0,0.0303,0.267,0.00203,0.252,0.613,99.386,242916.0,4,6
+Outkast,Hey Ya!,80.0,0.727,0.974,4.0,-2.261,0,0.0664,0.103,0.000532,0.174,0.965,79.526,235213.0,4,5
+"Car, the garden",31,31.0,0.565,0.382,,-7.698,1,0.026,0.24,1.28e-05,0.0864,0.474,142.064,194577.0,4,10
+Aortah,OYA,37.0,0.786,0.722,5.0,-9.029,0,0.0616,0.0481,0.00132,0.111,0.566,98.008,178776.0,4,9
+Replikas,Seyyah,16.0,0.534,0.744,2.0,-9.455,1,0.0337,0.0572,0.000202,0.166,0.344,100.721,235000.0,4,10
+Anathema,Deep,45.0,0.425,0.643,2.0,-7.626,1,0.0316,0.000446,0.0229,0.149,0.165,136.019,293293.0,4,8
+Benjamin Ingrosso,Smile,29.0,0.592,0.749,6.0,-6.165,0,0.0295,0.000618,0.00122,0.166,0.799,127.038,192921.0,4,9
+Johnny Winter,"Leland Mississippi Blues - Live at The Woodstock Music & Art Fair, August 17, 1969",25.0,0.27,0.736,11.0,-8.351,0,0.0388,0.0013,0.712,0.401,0.82,147.251,290947.0,4,10
+O.C.,Time's Up,49.0,0.664,0.621,2.0,-6.521,1,0.0671,0.162,0.0694,0.353,0.489,89.566,205613.0,4,5
+Jungle,Keep Moving,72.0,0.724,0.603,10.0,-6.261,0,0.0317,0.183,0.000469,0.0948,0.569,111.493,240880.0,4,9
+Jacob Pavek,Aurora,51.0,0.121,0.147,,-16.843,0,0.0384,0.93,0.939,0.158,0.0366,74.451,265873.0,5,1
+Cheap Trick,The Flame,65.0,0.629,0.581,4.0,-11.856,1,0.027,0.513,2.06e-06,0.0755,0.359,97.074,5.64666667,4,10
+Melii,You Ain't Worth It (with 6LACK),58.0,0.542,0.561,1.0,-10.013,0,0.53,0.126,3.59e-05,0.0931,0.527,73.969,183078.0,4,5
+Sech,911,89.0,0.795,0.655,7.0,-3.815,1,0.0422,0.076,1.76e-06,0.296,0.744,93.029,215891.0,4,9
+Molchat Doma,–¢–∞–Ω—Ü–µ–≤–∞—Ç—å,62.0,0.541,0.803,7.0,-4.494,1,0.036,0.521,0.839,0.0786,0.814,84.982,202846.0,4,6
+Floating Points,Movement 6,55.0,0.115,0.257,,-14.611,0,0.0349,0.805,0.819,0.184,0.0725,93.784,530894.0,4,6
+Backstreet Boys,Poster Girl,36.0,0.69,0.712,10.0,-3.597,0,0.0703,0.0275,,0.122,0.665,97.989,3.92155,4,9
+Miri Mesika,Al Hayofi,14.0,0.601,0.589,,-6.358,1,0.0275,0.602,,0.249,0.303,96.972,229227.0,3,9
+Highline,Chasing Heaven,34.0,0.498,0.817,7.0,-4.165,1,0.0451,0.000516,1.98e-06,0.392,0.402,124.093,276667.0,4,6
+George Michael,Star People - Live,43.0,0.852,0.73,11.0,-9.918,1,0.041,0.157,,0.799,0.946,105.017,6.260616667,4,9
+Papa Charlie's Boys,You Can't Play Me Cheap,24.0,0.692,0.301,2.0,-14.094,0,0.0403,0.938,1.42e-05,0.11,0.713,92.059,172042.0,4,2
+Back Room Jazz Trio,I Should Care,37.0,0.474,0.274,9.0,-16.446,0,0.0309,0.98,0.932,0.11,0.326,62.969,4.171816667,4,7
+Asha Bhosle,Chhoti Si Kahani Se,21.0,0.568,0.482,9.0,-11.23,0,0.0446,0.0294,3.18e-05,0.545,0.548,111.939,7.233133333,4,3
+Omer Adam,המלכה של השכונה,39.0,0.786,0.57,6.0,-7.193,0,0.0329,0.241,,0.123,0.903,111.992,155427.0,4,9
+Aya Korem,תופעות לוואי,20.0,0.339,0.976,9.0,-2.9,1,0.188,0.102,8.53e-06,0.556,0.402,88.473,218304.0,4,5
+Kids Return,Melody,35.0,0.577,0.474,6.0,-8.976,1,0.0293,0.518,1.04e-05,0.099,0.582,146.03,193107.0,4,6
+Isaac DaBom,נמאס כבר לא להנות - ג'יגה ג'וס רמיקס,20.0,0.758,0.821,2.0,-6.911,1,0.275,0.173,,0.042,0.878,105.896,298019.0,4,5
+I Prevail,Gasoline,67.0,0.546,0.945,1.0,-4.399,1,0.0531,0.000311,,0.724,0.545,135.128,153613.0,4,8
+Pink Floyd,Shine On You Crazy Diamond (Pts. 1-5),66.0,0.266,0.294,7.0,-11.938,0,0.0291,0.771,0.697,0.107,0.0397,137.941,811077.0,3,10
+Rich The Kid,Laughin (feat. DaBaby),59.0,0.674,0.672,10.0,-5.507,0,0.264,0.139,,0.0868,0.559,180.115,160448.0,4,5
+Ghost,Year Zero,52.0,0.469,0.705,7.0,-5.134,1,0.0458,0.0304,0.0155,0.659,0.137,122.025,350187.0,4,8
+Ozzy Osbourne,Ordinary Man (feat. Elton John),59.0,0.428,0.599,4.0,-2.135,1,0.0286,0.0665,9.86e-06,0.137,0.134,125.83,301730.0,4,10
+The Thermals,Here's Your Future,42.0,0.245,0.96,9.0,-3.465,1,0.216,0.0514,0.000101,0.0922,0.145,175.968,148867.0,4,10
+Slow Pulp,Track,42.0,0.427,0.666,,-8.276,1,0.0318,0.0211,0.000557,0.203,0.526,164.96,214475.0,4,6
+Smith/Kotzen,Taking My Chances,44.0,0.469,0.92,11.0,-4.03,1,0.0685,0.00302,3.46e-06,0.329,0.379,110.988,286810.0,4,10
+Liturgy,Antigone,23.0,0.169,0.55,6.0,-9.754,0,0.0938,0.0115,0.892,0.106,0.0382,124.849,316228.0,3,8
+Aşık Emrah,Yirminci Asrın Bozuk Düzeni,22.0,0.63,0.748,,-11.289,1,0.0487,0.0264,6.78e-06,0.644,0.783,112.176,222627.0,4,10
+Jeremie Albino,Saw That Light,21.0,0.601,0.912,9.0,-2.001,0,0.0439,0.169,,0.274,0.641,115.0,111893.0,4,2
+Depths of Hatred,Fastidious Imitation,27.0,0.433,0.971,1.0,-5.083,0,0.111,2.15e-05,0.0256,0.372,0.146,114.922,215441.0,4,8
+Downtown Boys,A Wall,27.0,0.262,0.951,,-3.917,1,0.065,0.0043,0.0419,0.172,0.315,166.418,242647.0,4,1
+MICHELLE,SUNRISE (feat. Arlo Parks),53.0,0.787,0.422,,-8.552,1,0.0569,0.287,0.111,0.3,0.607,87.018,176667.0,4,6
+Street Sweeper Social Club,Clap For The Killers,34.0,0.648,0.867,4.0,-5.184,1,0.142,0.0849,0.00218,0.321,0.874,164.399,235394.0,4,10
+FALL or FLIGHT,Best Part of Me (gALAXYWAVE vARIANT),42.0,0.62,0.849,11.0,-6.582,0,0.0394,0.149,7.15e-06,0.109,0.891,149.998,221554.0,4,9
+"Antonín Dvořák, Alisa Weilerstein, Anna Polonsky","Silent Woods, Op.68/5 - version for Cello and Piano: Silent Woods",32.0,0.166,0.0286,6.0,-28.399,1,0.0389,0.977,0.931,0.103,0.0517,91.62,5.063333333,4,7
+Advaita,MoFunk,28.0,0.574,0.677,7.0,-8.009,0,0.0638,0.476,0.0759,0.0877,0.661,169.899,6.108666667,4,0
+R. Missing,Crimeless,18.0,0.8,0.748,8.0,-10.781,0,0.0893,0.00454,0.844,0.576,0.0961,120.028,339079.0,4,6
+"Vishal-Shekhar, Julius Packiam, Atif Aslam, Irshad Kamil",Dil Diyan Gallan,64.0,0.716,0.64,2.0,-8.726,1,0.025,0.565,0.00139,0.127,0.485,105.012,4.342283333,4,3
+Writing The Future,As Above So Below,48.0,0.489,0.962,5.0,-5.497,0,0.105,0.000414,4.27e-05,0.252,0.34,160.055,210000.0,4,10
+Kadialy Kouyate,Kanou Foro,31.0,0.564,0.292,5.0,-12.407,1,0.0397,0.912,0.875,0.087,0.508,94.918,4.213283333,4,7
+The Normal,Warm Leatherette,34.0,0.482,0.368,2.0,-13.35,1,0.307,0.344,1.75e-05,0.0489,0.62,197.807,203907.0,4,6
+Fleetwood Mac,My Heart Beat Like a Hammer,28.0,0.493,0.627,9.0,-9.554,1,0.0443,0.73,4.69e-06,0.153,0.829,117.035,212093.0,4,2
+Great White,Call It Rock N' Roll,45.0,0.6,0.716,2.0,-8.693,1,0.0347,0.00773,0.000338,0.108,0.741,136.484,236560.0,4,8
+Flotsam & Jetsam,Saturday Night's Alright (For Fighting) - Rerecorded,34.0,0.47,0.978,,-5.661,1,0.0645,0.00278,0.00237,0.879,0.815,163.02,246160.0,4,8
+Jill & Henry,My One and Only Love,55.0,0.487,0.146,,-20.742,1,0.0366,0.982,0.938,0.117,0.109,114.488,3.421783333,4,7
+Rise Against,I Don’t Want To Be Here Anymore,59.0,0.236,0.971,6.0,-3.98,0,0.0987,0.000759,3.87e-05,0.172,0.403,159.001,239960.0,4,10
+The Cold Stares,Third World War,20.0,0.521,0.887,7.0,-4.474,1,0.0375,0.0228,4.04e-05,0.198,0.739,87.047,202908.0,4,2
+Twilight Jazz Trio,Doxy,36.0,0.672,0.395,2.0,-12.655,0,0.0328,0.887,0.905,0.139,0.287,104.722,3.3777,4,7
+Fatboy Slim,The Rockafeller Skank,61.0,0.666,0.992,7.0,-6.701,1,0.25,0.0111,0.00437,0.22,0.0806,152.589,413880.0,4,9
+Robert Cray,This Man,49.0,0.759,0.852,10.0,-6.535,0,0.0448,0.774,0.0267,0.0917,0.889,80.619,306533.0,4,2
+HANNI,Talking To Myself In The Mirror,42.0,0.714,0.594,11.0,-8.379,1,0.0404,0.246,0.00388,0.0818,0.395,101.127,173465.0,4,9
+Storm Seeker,How to be a Pirate,38.0,0.491,0.907,7.0,-6.087,0,0.0511,0.011,,0.0643,0.535,139.889,203613.0,4,8
+Wallice,Punching Bag,51.0,0.621,0.766,1.0,-1.73,0,0.0392,0.433,9.2e-06,0.323,0.612,138.974,153784.0,4,6
+No sé a quién matar,S.O.S.,27.0,0.447,0.733,4.0,-6.186,1,0.0283,0.0151,0.876,0.209,0.419,180.036,177772.0,4,6
+Roz Harding,THIS IS MY FUCK YOU SONG,44.0,0.769,0.632,6.0,-4.956,1,0.138,0.652,1.35e-06,0.125,0.533,110.058,228000.0,4,9
+Rainmaker,Zenith,9.0,0.338,0.896,11.0,-11.876,0,0.0619,0.312,0.853,0.358,0.0918,126.008,220741.0,4,6
+Creedence Clearwater Revival,Down On The Corner,73.0,0.858,0.544,,-9.289,1,0.0751,0.583,0.00109,0.0707,0.874,108.217,2.77133333,4,10
+Dexter Gordon,Tenor madness,32.0,0.442,0.677,8.0,-9.76,1,0.144,0.513,0.1,0.282,0.649,123.31,762667.0,4,2
+Moshe Peretz,סוכר בקפה,34.0,0.812,0.722,6.0,-5.736,0,0.0725,0.176,,0.325,0.855,97.925,168980.0,4,9
+Albert Collins,"Honey, Hush aka Talking Woman Blues",47.0,0.862,0.707,,-6.742,1,0.0324,0.0947,0.00665,0.124,0.863,122.21,268160.0,4,2
+Nas,Nas Is Like,67.0,0.634,0.845,11.0,-5.058,0,0.352,0.00602,5.29e-06,0.0598,0.929,94.0,237027.0,4,5
+Emam & Friends,Jai Ganesha (Mix for Chebiji),13.0,0.618,0.746,6.0,-6.917,0,0.0322,0.684,0.925,0.0995,0.683,124.031,318107.0,1,6
+Toxik,Heart Attack,31.0,0.19,0.971,9.0,-5.581,1,0.224,0.000152,0.845,0.0548,0.115,96.523,228587.0,4,8
+Shalom Hanoch,הדרכים הידועות,35.0,0.447,0.751,8.0,-5.065,0,0.0422,0.324,3.51e-05,0.174,0.174,124.151,330413.0,4,10
+Fantastic Negrito,Nothing Without You,32.0,0.674,0.493,8.0,-6.821,1,0.0318,0.397,2.96e-06,0.101,0.35,124.941,255785.0,3,2
+Megaherz,Jagdzeit,48.0,0.638,0.912,11.0,-5.229,0,0.0682,0.000304,0.00912,0.113,0.725,138.02,258107.0,4,8
+Bakar,Hell N Back,75.0,0.584,0.684,10.0,-4.314,0,0.567,0.312,9.05e-05,0.112,0.72,210.164,213573.0,4,10
+Exodus,Blacklist,54.0,0.534,0.969,3.0,-3.378,1,0.0535,0.000359,0.564,0.269,0.598,75.005,376920.0,4,8
+"Frédéric Chopin, Magdalena Hoffmann","Valse in A Minor, Op. posth. B. 150 (Version for Harp in A Flat Minor)",43.0,0.391,0.0939,8.0,-25.725,0,0.0531,0.982,0.933,0.107,0.101,127.162,2.3773,4,7
+Sorry,More,31.0,0.533,0.768,,-5.217,1,0.0589,0.00165,0.000623,0.29,0.653,121.75,142320.0,4,10
+The Smashing Pumpkins,Thirty-Three - Remastered 2012,54.0,0.607,0.333,6.0,-12.717,1,0.0324,0.000968,0.4,0.151,0.0802,126.619,250293.0,4,10
+3uki,Lose Control feat. Micah Martin (Radio Edit),26.0,0.572,0.896,11.0,-4.282,0,0.0333,0.0013,5.13e-05,0.113,0.442,126.022,188095.0,4,10
+FLEE,Clark Kent,35.0,0.858,0.442,1.0,-10.549,1,0.263,0.000797,,0.115,0.224,135.953,98827.0,4,5
+Children Of Bodom,Somebody Put Something In My Drink,40.0,0.245,0.922,11.0,-4.154,0,0.0738,2.53e-06,0.125,0.108,0.533,177.041,200813.0,4,8
+Taboo Plus,41,15.0,0.606,0.554,,-8.875,0,0.299,0.714,,0.159,0.654,139.355,210429.0,4,5
+FKA twigs,cellophane,67.0,0.431,0.284,2.0,-11.858,1,0.0432,0.871,0.000136,0.0899,0.229,98.317,204067.0,1,6
+DoFlame,Bat House,39.0,0.251,0.962,1.0,-2.481,1,0.114,9.37e-05,0.00969,0.344,0.0769,95.941,162334.0,4,6
+G Flip,Queen,41.0,0.669,0.627,5.0,-5.415,0,0.0622,0.216,3.26e-05,0.158,0.643,180.043,196302.0,4,9
+K-Trap,Warm,57.0,0.883,0.658,7.0,-6.162,1,0.31,0.371,,0.134,0.658,143.028,152323.0,4,5
+Chet Faker,Low,64.0,0.651,0.533,1.0,-8.726,1,0.0592,0.131,0.181,0.158,0.573,79.538,274424.0,4,1
+Hinds,Riding Solo,37.0,0.399,0.91,2.0,-5.285,1,0.0482,0.000125,0.204,0.196,0.537,175.978,216987.0,4,10
+The Black Crowes,Seeing Things,48.0,0.618,0.441,2.0,-6.074,1,0.0266,0.0553,9.06e-06,0.113,0.0894,116.2,318200.0,3,10
+Doe Boy,Low Key (feat. Lil Uzi Vert),63.0,0.81,0.611,,-7.978,0,0.221,0.155,,0.0739,0.679,119.956,189809.0,4,5
+Zac Brown Band,Colder Weather,68.0,0.667,0.381,3.0,-7.494,1,0.0294,0.455,,0.116,0.199,135.975,4.564883333,4,4
+"Lata Mangeshkar, Mohammed Rafi",Jhilmil Sitaron Ka Angan Hoga - Duet,25.0,0.354,0.615,7.0,-11.288,1,0.0888,0.81,0.425,0.657,0.599,143.758,5.478216667,4,3
+Belly,Money On The Table (ft. Benny The Butcher),59.0,0.678,0.552,11.0,-7.915,0,0.374,0.528,,0.135,0.603,83.951,124834.0,4,5
+Dandila,Melanin In The Hamptons,31.0,0.595,0.579,1.0,-7.253,0,0.397,0.0146,,0.379,0.485,129.766,129242.0,5,5
+Don Rimini,Let Me Back Up - Crookers Tetsujin Remix,26.0,0.764,0.961,2.0,-3.658,1,0.0559,0.172,0.0524,0.0473,0.432,126.008,351095.0,4,6
+Sarit Hadad,חגיגה,26.0,0.731,0.893,5.0,-2.836,0,0.0496,0.185,,0.194,0.792,124.993,253440.0,4,9
+Crown Lands,Right Way Back,31.0,0.321,0.803,5.0,-4.752,1,0.0398,0.00168,0.0125,0.0896,0.418,179.869,231180.0,4,10
+Whitesnake,Here I Go Again - 2018 Remaster,70.0,0.292,0.823,7.0,-6.763,1,0.0407,0.0117,7.79e-05,0.155,0.244,89.939,275395.0,4,10
+Greta Van Fleet,Highway Tune,70.0,0.582,0.962,4.0,-3.037,1,0.0542,0.0096,0.128,0.283,0.506,123.971,180640.0,4,10
+Madhuthva Music,A Tryst with Reethigowla,23.0,0.401,0.708,,-6.816,1,0.0489,0.0577,6.85e-05,0.0679,0.486,149.914,4.96,3,0
+lil aaron,THAT ONE SONG,32.0,0.5,0.9,2.0,-3.654,1,0.0863,0.000375,,0.381,0.632,159.826,182953.0,4,9
+Taking Back Sunday,Cute Without The 'E' (Cut From The Team),68.0,0.398,0.89,1.0,-2.248,0,0.0473,0.0252,,0.0472,0.572,95.095,212938.0,4,10
+The Dandy Warhols,Get Off,51.0,0.458,0.863,4.0,-4.876,0,0.0336,0.0161,,0.345,0.654,146.224,190960.0,4,10
+"Bruno Mars, Anderson .Paak, Silk Sonic",Leave The Door Open,92.0,0.586,0.616,5.0,-7.964,1,0.0324,0.182,,0.0927,0.719,148.088,4.03493333,4,9
+Primal Scream,Loaded - Edit,26.0,0.67,0.716,8.0,-8.097,1,0.0656,0.000318,0.477,0.107,0.777,91.136,273240.0,4,1
+Phosphorescent,New Birth in New England,51.0,0.56,0.959,6.0,-5.493,1,0.0652,0.245,0.652,0.531,0.618,103.006,299685.0,4,10
+Curtis Waters,System,43.0,0.717,0.866,2.0,-3.662,1,0.0474,0.248,,0.385,0.734,154.889,129117.0,4,6
+DJ Flex,Why (Afrobeat),39.0,0.748,0.715,1.0,-4.987,0,0.0605,0.108,0.00597,0.1,0.688,102.991,159066.0,4,9
+Madeline Kenney,Sucker,44.0,0.511,0.674,9.0,-9.536,1,0.0274,0.117,0.0105,0.129,0.663,173.949,283371.0,4,1
+Matt Schofield,Black Cat Bone,21.0,0.529,0.555,10.0,-10.687,1,0.0566,0.0265,0.0282,0.676,0.632,109.579,590720.0,4,2
+Combichrist,One Fire,36.0,0.551,0.714,11.0,-5.691,0,0.0383,0.00911,5.3e-05,0.353,0.0517,84.959,240517.0,4,8
+Arcade Fire,Rebellion (Lies),65.0,0.401,0.933,8.0,-5.682,1,0.0344,0.00744,0.627,0.318,0.734,127.193,310893.0,4,1
+Fangclub,All Fall Down - Acoustic,33.0,0.499,0.627,4.0,-8.04,0,0.0309,0.0243,1.74e-05,0.0799,0.241,119.889,238910.0,4,10
+"Johnny Drille, Simi",Halleluya,43.0,0.674,0.522,4.0,-7.77,1,0.0275,0.669,,0.116,0.59,96.974,3.90823333,4,0
+Magic Sam,All Your Love,49.0,0.433,0.7,11.0,-8.197,1,0.163,0.843,0.324,0.102,0.8,80.623,176186.0,4,2
+Thumbs,Lucy Dacus,44.0,0.474,0.0964,7.0,-15.87,0,0.0406,0.961,,0.134,0.272,97.595,4.424,4,0
+Nirvana,In Bloom,65.0,0.436,0.876,10.0,-4.902,0,0.0647,3.33e-05,0.000104,0.205,0.512,157.044,255080.0,4,6
+24kGoldn,Company (feat. Future),79.0,0.831,0.727,8.0,-3.657,0,0.169,0.447,,0.111,0.703,125.068,213080.0,4,5
+The Easybeats,Friday On My Mind,59.0,0.374,0.991,9.0,-1.101,1,0.0813,0.38,0.000719,0.0929,0.51,95.105,163293.0,4,6
+St. Vincent,Los Ageless,58.0,0.527,0.716,5.0,-6.029,0,0.0616,0.0698,8.71e-05,0.0737,0.331,99.426,281347.0,4,10
+Jake Bugg,Messed Up Kids,32.0,0.543,0.911,6.0,-4.077,1,0.0291,0.00119,,0.0857,0.376,130.259,179893.0,4,6
+Jimbo Mathus,Sweet Oblivion,47.0,0.644,0.432,7.0,-5.722,1,0.0323,0.758,0.00139,0.109,0.472,93.966,192600.0,4,1
+Mott The Hoople,All the Young Dudes,64.0,0.429,0.668,4.0,-7.539,0,0.044,0.208,,0.538,0.398,77.737,211067.0,4,1
+Fall Out Boy,My Songs Know What You Did In The Dark (Light Em Up),72.0,0.558,0.924,9.0,-4.341,0,0.064,0.0271,3.32e-06,0.537,0.567,151.99,186827.0,4,10
+Assaf Amdursky,את ואני נוסעים לאט,39.0,0.537,0.371,2.0,-12.68,1,0.0289,0.634,0.206,0.0928,0.299,143.839,252770.0,4,9
+Orgy,Karma Kastles,43.0,0.503,0.906,8.0,-4.627,1,0.0538,0.000553,0.000128,0.127,0.723,151.001,243249.0,4,10
+Journey,"Any Way You Want It - Live at Cobo Hall in Detroit, Michigan, August 1980",72.0,0.529,0.932,7.0,-7.501,1,0.0488,0.00251,0.00109,0.136,0.571,138.158,201693.0,4,10
+Billy Lee Riley,Pearly Lee,23.0,0.476,0.715,,-10.623,1,0.0386,0.741,,0.155,0.791,78.936,155973.0,4,10
+Firewind,Rising Fire,45.0,0.477,0.887,2.0,-4.272,1,0.0626,7.68e-05,,0.0588,0.387,119.948,206427.0,4,8
+SASAMI,Not The Time,33.0,0.42,0.79,6.0,-7.824,0,0.06,0.00384,0.41,0.0943,0.507,137.968,170760.0,4,10
+YONAKA,Seize the Power,63.0,0.633,0.788,5.0,-4.075,0,0.127,0.0111,1.6e-06,0.0582,0.412,134.13,161617.0,4,9
+Trevor Hall,Put Down What You Are Carrying (with Brett Dennen),60.0,0.644,0.467,7.0,-9.398,1,0.0385,0.502,1.6e-05,0.231,0.69,79.022,268007.0,4,10
+Jinjer,Pisces,55.0,0.6,0.849,9.0,-5.788,0,0.0376,0.0174,0.00205,0.0745,0.257,140.002,305571.0,1,8
+Piers Faccini,Bring Down The Wall,28.0,0.454,0.387,2.0,-10.159,0,0.0417,0.406,0.00099,0.0783,0.686,97.995,205533.0,4,2
+Dudu Tassa,בסוף מתרגלים להכל,42.0,0.507,0.883,11.0,-4.465,0,0.0411,0.0179,5.25e-05,0.265,0.689,90.025,241640.0,4,10
+Alanis Morissette,Ironic,70.0,0.408,0.582,11.0,-8.305,1,0.0508,0.218,,0.159,0.365,114.926,230000.0,5,10
+Cautious Clay,Dying in the Subtlety,57.0,0.721,0.559,9.0,-8.152,1,0.0309,0.00256,5.08e-05,0.223,0.397,91.015,139301.0,4,6
+Alcest,Sapphire,48.0,0.402,0.76,8.0,-8.138,0,0.0386,1.05e-05,0.85,0.0791,0.199,74.999,300503.0,4,6
+EPMD,Strictly Business,48.0,0.712,0.895,10.0,-4.212,0,0.254,0.181,1.8e-05,0.108,0.727,96.338,285413.0,4,5
+Swamp,Riot,17.0,0.354,0.689,,-3.504,1,0.0385,0.16,,0.14,0.41,137.444,175109.0,3,2
+PRONOUN,I WANNA DIE BUT I CAN’T (CUZ I GOTTA KEEP LIVING),47.0,0.505,0.928,5.0,-5.457,0,0.0319,0.000193,0.134,0.205,0.513,138.023,170080.0,4,9
+Giveon,Heartbreak Anniversary,78.0,0.443,0.459,,-8.955,1,0.074,0.546,1.05e-06,0.307,0.565,87.064,3.30618333,5,9
+Faces,Had Me a Real Good Time - 2018 Remaster,19.0,0.456,0.834,7.0,-6.685,1,0.0328,0.225,,0.126,0.9,114.817,174093.0,4,2
+Citizen Cope,Bullet and a Target,56.0,0.732,0.835,5.0,-3.279,0,0.0819,0.335,2.43e-06,0.0354,0.892,80.696,263400.0,4,10
+Louis Myers,Bluesy,4.0,0.605,0.601,11.0,-14.501,0,0.0838,0.959,0.94,0.527,0.88,138.213,167146.0,4,2
+Bruce Dickinson,Navigate The Seas Of The Sun,47.0,0.525,0.619,4.0,-8.096,0,0.0242,0.127,,0.172,0.381,92.501,351760.0,4,8
+Intervals,5-HTP,45.0,0.498,0.939,3.0,-6.022,1,0.119,4.68e-05,0.93,0.243,0.348,157.979,181280.0,4,8
+Paradise Lost,Ghosts,44.0,0.506,0.637,2.0,-10.392,1,0.0422,8.18e-06,0.909,0.0876,0.317,136.993,275733.0,4,8
+Blur,Song 2 - 2012 Remaster,76.0,0.674,0.789,8.0,-6.903,1,0.0676,0.00178,0.0071,0.0754,0.918,129.804,121160.0,4,10
+Jason Isbell and the 400 Unit,If We Were Vampires,66.0,0.629,0.208,5.0,-16.225,1,0.0324,0.824,3.7e-06,0.107,0.685,96.609,215564.0,4,9
+Chuck Berry,Johnny B. Goode,,0.522,0.806,10.0,-9.097,1,0.0817,0.748,5.48e-05,0.313,0.969,168.078,2.69266667,4,10
+Tulkas,The Shortest Straw - Metallica Cover,30.0,0.344,0.891,2.0,-5.937,1,0.062,0.000107,0.042,0.0763,0.692,147.382,378070.0,4,8
+Liza Anne,Desire,26.0,0.66,0.578,7.0,-5.27,1,0.0301,0.0248,0.00204,0.119,0.587,110.976,179884.0,4,6
+YUNGBLUD,parents,77.0,0.618,0.823,7.0,-4.76,1,0.0447,0.0132,,0.288,0.58,82.004,171880.0,4,10
+The B-52's,Rock Lobster,38.0,0.556,0.849,8.0,-8.967,1,0.0443,0.00107,0.00582,0.154,0.456,91.19,409440.0,4,1
+Raviv Kaner,רוצה שלום,58.0,0.727,0.431,2.0,-10.007,0,0.0937,0.173,2.84e-05,0.0813,0.157,94.95,208681.0,4,9
+Moshe Peretz,אמא,33.0,0.546,0.475,11.0,-5.569,0,0.0267,0.473,,0.117,0.202,93.856,234463.0,4,9
+Boris,Farewell,43.0,0.208,0.498,8.0,-3.294,1,0.0533,0.000402,0.827,0.357,0.0382,124.635,453440.0,4,6
+Merle Haggard,I Think I'll Just Stay Here And Drink,46.0,0.609,0.681,9.0,-11.491,1,0.0394,0.0999,0.0495,0.0422,0.895,172.609,4.527783333,4,4
+Alison Mosshart,Rise,35.0,0.469,0.653,10.0,-7.101,0,0.0512,0.00131,1e-05,0.304,0.107,145.084,251293.0,4,10
+Resolve,Seasick Sailor,43.0,0.468,0.964,1.0,-5.384,0,0.0931,0.00914,1.44e-05,0.35,0.185,95.035,219185.0,4,8
+Rad Horror,Die Tonight,42.0,0.823,0.844,11.0,-4.953,0,0.249,0.0868,,0.29,0.456,94.99,150316.0,4,1
+Haim Moshe,עיישה,31.0,0.53,0.701,10.0,-8.572,1,0.0827,0.347,,0.09,0.421,172.813,267093.0,4,9
+Elvenking,No Prayer for the Dying,43.0,0.197,0.914,4.0,-5.982,0,0.0777,1.49e-05,0.00967,0.164,0.604,200.038,268076.0,4,8
+Sir Sly,&Run,60.0,0.764,0.661,5.0,-8.276,1,0.0526,0.0203,0.000179,0.179,0.479,92.018,226587.0,4,1
+The Chronicles of Manimal and Samara,Love in the Time of Pestilence,28.0,0.278,0.834,9.0,-10.08,0,0.105,0.113,0.0172,0.192,0.118,133.523,461307.0,5,8
+Mastodon,Forged By Neron,56.0,0.333,0.972,4.0,-3.323,0,0.123,0.000273,0.00168,0.104,0.137,169.806,185120.0,4,8
+Surfaces,Next Thing (Loverboy),64.0,0.719,0.415,2.0,-8.983,1,0.0902,0.558,,0.293,0.463,160.02,183109.0,4,9
+Harry Styles,Sweet Creature,78.0,0.427,0.262,7.0,-8.541,1,0.0276,0.746,,0.068,0.228,104.085,224867.0,4,9
+Gnoomes,Sword In the Stone,33.0,0.417,0.747,,-8.742,1,0.0331,0.00033,0.676,0.368,0.342,86.982,208994.0,4,10
+"nothing,nowhere.",pretend,1.0,0.533,0.838,1.0,-5.625,0,0.0837,0.0251,,0.318,0.722,80.049,179690.0,4,10
+Alter Bridge,Watch Over You,61.0,0.276,0.658,7.0,-5.418,1,0.0329,0.0836,0.000553,0.161,0.16,172.326,259133.0,4,8
+The Doobie Brothers,What a Fool Believes,71.0,0.758,0.378,8.0,-15.308,0,0.0449,0.284,,0.049,0.985,120.736,223867.0,4,10
+Metalite,We Bring You the Stars,43.0,0.437,0.926,9.0,-6.056,1,0.0751,0.000586,7.69e-06,0.099,0.751,169.937,180373.0,4,8
+"Robert Palmer, Eric 'ET' Thorngren",Addicted To Love,68.0,0.702,0.578,2.0,-13.415,1,0.031,0.382,5.89e-06,0.0425,0.975,111.617,6.06066667,4,10
+Carrie Underwood,"Jesus, Take the Wheel",62.0,0.359,0.518,2.0,-3.537,1,0.0302,0.665,,0.106,0.135,76.572,3.774883333,4,4
+John Conlee,Rose Colored Glasses,55.0,0.396,0.379,8.0,-14.236,1,0.043,0.382,,0.105,0.368,114.447,3.34155,3,4
+Younger Hunger,Charlie Kaufman,42.0,0.712,0.629,6.0,-6.461,1,0.0365,0.0181,,0.126,0.407,97.486,201973.0,4,1
+Jamestown Revival,Crazy World (Judgement Day),51.0,0.632,0.562,7.0,-7.794,1,0.0248,0.44,0.000911,0.153,0.297,97.991,280813.0,4,1
+Cold War Kids,First,68.0,0.468,0.692,2.0,-4.015,1,0.0295,0.0202,2.39e-06,0.523,0.561,78.009,200360.0,4,10
+American Teeth,Fix You,41.0,0.654,0.784,9.0,-4.906,1,0.0418,0.000314,2.2e-06,0.0775,0.545,116.996,197565.0,4,10
+French Cassettes,City Kitty,46.0,0.648,0.528,,-10.335,1,0.0296,0.419,0.000591,0.126,0.731,86.017,216000.0,4,1
+Vampire Weekend,Harmony Hall,65.0,0.653,0.76,11.0,-6.086,1,0.0479,0.475,0.000129,0.0917,0.6,98.008,308733.0,4,6
+Jimmy Eat World,My Sundown,41.0,0.528,0.428,3.0,-12.206,1,0.026,0.133,0.874,0.117,0.161,96.187,347867.0,4,10
+The Drums,Lets Go Surfing,1.0,0.577,0.814,1.0,-5.694,1,0.0316,0.209,0.000525,0.0765,0.783,174.027,175427.0,4,6
+Gaye Su Akyol,İsyan Manifestosu,40.0,0.602,0.711,5.0,-9.887,0,0.0438,0.166,0.0403,0.1,0.646,121.875,286000.0,4,1
+Social State,Aerial,30.0,0.59,0.853,8.0,-7.546,0,0.044,0.0581,0.803,0.334,0.188,160.003,254453.0,4,6
+CAN,I Want More,41.0,0.806,0.6,9.0,-11.02,1,0.0535,0.0251,0.187,0.0408,0.932,113.544,214227.0,4,6
+Bananagun,Do Yeah,25.0,0.491,0.817,,-9.656,1,0.0644,0.129,0.0479,0.275,0.895,156.248,177893.0,3,1
+Shalom Hanoch,ילדים של החיים,27.0,0.402,0.0943,9.0,-16.791,1,0.036,0.653,,0.388,0.175,117.173,243893.0,4,10
+Black Sabbath,Changes,54.0,0.289,0.238,,-12.244,1,0.0326,0.0421,2.73e-05,0.109,0.187,81.264,282493.0,3,8
+JC Stewart,I Need You To Hate Me - Piano Version,1.0,0.361,0.302,2.0,-7.403,1,0.0359,0.854,,0.104,0.365,144.247,170047.0,4,9
+Johnny Winter,"Tobacco Road - Live at The Woodstock Music & Art Fair, August 18, 1969",28.0,0.461,0.466,,-10.561,1,0.0557,0.781,0.00886,0.698,0.533,106.672,640733.0,4,10
+Michael Bolton,"When A Man Loves A Woman - Bolton Live! Royal Albert Hall, London",30.0,0.369,0.562,9.0,-7.778,1,0.045,0.115,,0.75,0.347,165.377,4.270666667,3,9
+Hot Chip,Ready For The Floor,60.0,0.764,0.759,1.0,-5.443,0,0.0413,0.00903,,0.0746,0.937,128.999,234240.0,4,1
+"Kumar Sanu, Sonali Vajpai",Tere Chehre Pe,30.0,0.574,0.721,7.0,-9.826,0,0.0519,0.69,7.99e-06,0.324,0.921,148.238,7.138216667,3,3
+Eyal Golan,רוקדת בלילות,33.0,0.762,0.902,6.0,-3.409,0,0.031,0.151,,0.11,0.954,120.021,252173.0,4,9
+Herbie Hancock,Rockit,50.0,0.878,0.951,7.0,-5.077,1,0.069,0.0317,0.544,0.0614,0.607,111.334,325133.0,4,5
+Greentea Peng,Hu Man,62.0,0.684,0.638,9.0,-8.279,0,0.0585,0.393,3.5e-06,0.103,0.692,126.959,203240.0,4,1
+Magda Drozd,Vertical Misunderstanding,5.0,0.235,0.732,8.0,-17.339,0,0.146,0.978,0.906,0.547,0.0688,88.027,130489.0,4,6
+DARKSIDE,The Limit,60.0,0.434,0.596,9.0,-10.013,0,0.16,0.518,0.493,0.122,0.139,89.0,321204.0,4,6
+CJ,Whoopty,85.0,0.719,0.648,3.0,-7.6,0,0.125,0.2,,0.127,0.66,140.201,123263.0,4,9
+Harold Melvin & The Blue Notes,Wake up Everybody (feat. Teddy Pendergrass),60.0,0.565,0.644,6.0,-8.116,1,0.0696,0.426,,0.264,0.633,97.716,452773.0,4,5
+Mark Turner,Skylark,40.0,0.477,0.0775,,-19.338,0,0.0481,0.927,0.253,0.112,0.205,115.488,5.926666667,4,7
+Itay Levi,פתאום אהבה,35.0,0.684,0.459,,-6.673,1,0.0671,0.461,,0.367,0.399,105.975,212500.0,4,9
+Violet Nine,Crash and Burn,33.0,0.471,0.932,8.0,-4.867,1,0.103,0.00245,,0.4,0.332,97.924,224167.0,4,8
+The Used,Blow Me,43.0,0.385,0.951,10.0,-3.09,0,0.125,0.000361,7.39e-05,0.455,0.423,89.838,200765.0,4,10
+Noa Kirel,'פאוץ,49.0,0.795,0.658,7.0,-6.896,0,0.057,0.233,0.0883,0.247,0.786,139.917,167108.0,4,9
+Ariana Grande,motive (with Doja Cat),82.0,0.789,0.742,10.0,-5.664,0,0.0652,0.0681,,0.166,0.661,116.965,167990.0,4,9
+Procol Harum,A Whiter Shade Of Pale - Live,24.0,0.365,0.525,,-9.865,1,0.0304,0.511,0.00416,0.807,0.325,142.261,437360.0,4,10
+The Rolling Stones,Fool To Cry - Remastered 2009,55.0,0.444,0.454,5.0,-7.434,1,0.0419,0.892,0.0546,0.114,0.236,67.848,305400.0,4,10
+Gabe Goodman,Grand Caravan,,0.706,0.316,2.0,-13.249,1,0.0362,0.679,0.116,0.163,0.664,120.97,177101.0,4,1
+The Sword,She,39.0,0.359,0.685,5.0,-6.036,0,0.0286,0.0001,0.446,0.0875,0.732,84.282,266442.0,4,10
+Elton John,Salvation,40.0,0.59,0.78,4.0,-7.832,1,0.0304,0.233,1.51e-05,0.129,0.581,133.086,238800.0,4,10
+Eminem,Lose Yourself,76.0,0.686,0.735,2.0,-4.616,1,0.264,0.00921,0.00066,0.342,0.0596,171.355,322227.0,4,5
+Primitive Radio Gods,Standing Outside a Broken Phone Booth with Money in My Hand,57.0,0.725,0.614,,-7.015,1,0.0409,0.136,0.792,0.062,0.429,95.039,336800.0,4,10
+Kamasi Washington,Song for Fraser,,0.4,0.0763,,-19.201,0,0.0571,0.968,0.828,0.106,0.173,59.235,2.3334,4,7
+Mukesh,Kai Baar Yun Bhi Dekha Hai,20.0,0.615,0.465,7.0,-13.834,0,0.0486,0.827,3.11e-06,0.134,0.54,118.178,3.37445,4,3
+הלם תרבות,עושים את זה שוב,28.0,0.745,0.632,9.0,-7.974,0,0.288,0.39,5.01e-06,0.103,0.581,128.05,212344.0,4,5
+Allie Crow Buckley,Moonlit and Devious,35.0,0.466,0.45,,-11.199,1,0.0296,0.0426,0.626,0.113,0.133,113.065,303717.0,4,6
+Saint Motel,It's All Happening,55.0,0.618,0.662,,-4.797,1,0.0262,0.0028,0.000724,0.107,0.398,127.985,180187.0,4,1
+DJ Mesh,אוליגרכיים בקייב (feat. פלד),17.0,0.82,0.555,8.0,-6.251,1,0.348,0.394,,0.102,0.715,105.543,155302.0,4,5
+LUX€ BOYZ,DM,9.0,0.877,0.61,10.0,-7.817,0,0.0731,0.0238,0.611,0.115,0.634,135.951,137647.0,4,5
+Freddie King,Palace Of The King,39.0,0.656,0.773,1.0,-9.156,0,0.0363,0.335,0.00142,0.155,0.867,114.979,220240.0,4,2
+Freddy Fender,Before the Next Teardrop Falls,50.0,0.799,0.345,10.0,-11.52,1,0.0276,0.748,2.39e-05,0.169,0.776,90.417,2.614566667,4,4
+Andrew W.K.,Babalon,44.0,0.169,0.956,2.0,-2.94,1,0.0631,0.00127,0.0566,0.208,0.159,95.249,257240.0,3,10
+John Leyton,Johnny Remember Me,37.0,0.345,0.727,7.0,-9.711,0,0.0778,0.252,1.7e-06,0.0882,0.509,143.874,160600.0,4,1
+Brass Against,Heathens / Jumpsuit - Cover,31.0,0.373,0.676,7.0,-6.606,0,0.0483,0.18,1.56e-05,0.297,0.253,88.339,219643.0,4,10
+Jonathan Tyler,Old Friend,45.0,0.657,0.507,7.0,-7.523,1,0.0253,0.278,7.28e-05,0.0932,0.735,94.008,265802.0,4,1
+Turnstile,I Don't Wanna Be Blind,46.0,0.451,0.911,2.0,-3.92,0,0.032,0.00434,0.74,0.19,0.669,77.217,124880.0,4,10
+Black Pumas,Colors,66.0,0.546,0.696,4.0,-6.537,1,0.0335,0.0887,1.84e-05,0.195,0.596,89.882,246587.0,4,1
+Marty Robbins,Singing the Blues,50.0,0.546,0.469,5.0,-8.967,1,0.0289,0.391,,0.091,0.779,142.712,145640.0,4,10
+Slowdive,Sugar for the Pill,60.0,0.533,0.545,7.0,-7.681,1,0.0243,0.207,0.797,0.113,0.419,98.014,270918.0,4,6
+Plague Vendor,Night Sweats - Edit,32.0,0.498,0.685,11.0,-5.732,0,0.0949,0.0113,0.000688,0.0875,0.628,163.171,166995.0,4,10
+Boris,Farewell,43.0,0.208,0.498,8.0,-3.294,1,0.0533,0.000402,0.827,0.357,0.0382,124.635,453440.0,4,10
+Ryler Smith,Patek,38.0,0.661,0.567,,-12.432,1,0.261,0.105,0.0157,0.111,0.539,85.938,146513.0,4,5
+Wontolla,Raindancer,30.0,0.431,0.959,2.0,-7.376,1,0.0601,3.36e-05,0.916,0.481,0.378,120.027,263026.0,4,8
+Eyal Golan,אמא,29.0,0.705,0.692,9.0,-4.694,0,0.0264,0.124,,0.0491,0.666,111.992,244518.0,4,9
+Robbie Williams,Angels,46.0,0.229,0.903,4.0,-4.321,1,0.0664,0.00673,1.02e-05,0.948,0.266,150.08,5.927783333,4,9
+White Denim,Holda You (I'm Psycho),25.0,0.381,0.868,,-5.885,1,0.183,0.00429,0.00877,0.259,0.499,110.727,239507.0,4,1
+1010 Benja SL,Wind Up Space,37.0,0.27,0.217,8.0,-8.433,0,0.0353,0.731,,0.0902,0.13,203.815,205470.0,4,6
+KUNZITE,JUPITER,,0.703,0.874,5.0,-2.74,0,0.0458,0.0141,0.025,0.314,0.768,99.991,243011.0,4,6
+Sleepy John Estes,Little Laura Blues,33.0,0.812,0.248,8.0,-11.129,1,0.0534,0.986,3.38e-05,0.137,0.742,125.33,151301.0,4,2
+The Band,The Night They Drove Old Dixie Down - Concert Version,41.0,0.367,0.864,,-7.073,1,0.0894,0.126,0.0021,0.96,0.401,121.018,277493.0,4,10
+Gojira,Stranded,65.0,0.513,0.88,7.0,-4.69,0,0.0309,9.59e-05,0.00614,0.0824,0.495,92.358,269533.0,4,8
+Cream,Sunshine Of Your Love,68.0,0.684,0.481,2.0,-12.59,1,0.0384,0.475,6.57e-05,0.118,0.784,115.078,250000.0,4,6
+Jet,Are You Gonna Be My Girl,76.0,0.613,0.953,2.0,-3.435,1,0.0855,0.00148,0.000582,0.152,0.537,105.046,213800.0,4,1
+Madi Diaz,Nervous,45.0,0.724,0.616,9.0,-6.073,1,0.0426,0.312,,0.115,0.729,107.964,166453.0,4,6
+Rainer Maria,Breakfast Of Champions,34.0,0.233,0.848,11.0,-6.322,1,0.0461,0.039,1.87e-05,0.135,0.223,177.44,217480.0,4,10
+George Thorogood,No Expectations,40.0,0.511,0.276,9.0,-9.215,1,0.0393,0.746,0.00624,0.0994,0.269,122.265,236813.0,1,2
+Miko Marks,Hold It Together,38.0,0.58,0.755,2.0,-7.137,1,0.0377,0.123,0.000312,0.0854,0.921,162.075,232021.0,4,1
+"Fear, and Loathing in Las Vegas","One Shot, One Mind",41.0,0.406,0.992,5.0,-0.467,1,0.143,0.000218,0.0156,0.289,0.33,194.926,210986.0,4,10
+Spirit Mother,Space Cadets,23.0,0.224,0.889,5.0,-6.345,1,0.0672,0.0116,8.74e-05,0.411,0.34,134.936,210573.0,4,1
+Backstreet Boys,Try,17.0,0.704,0.512,,-6.269,1,0.0281,0.131,,0.12,0.53,88.045,3.366283333,4,9
+Craig Morgan,That's What I Love About Sunday,62.0,0.6,0.56,8.0,-6.311,1,0.0325,0.479,,0.111,0.417,139.469,3.358216667,4,4
+The Doors,People Are Strange - New Stereo Mix,49.0,0.7,0.418,4.0,-11.238,0,0.033,0.655,,0.195,0.721,119.627,130747.0,4,6
+Yung Heazy,U Got Me,35.0,0.615,0.744,4.0,-3.993,1,0.0741,0.136,3.33e-06,0.0839,0.683,121.828,240903.0,4,9
+Helion Prime,The Final Theory (Demo),34.0,0.413,0.921,,-5.759,0,0.0689,4.19e-05,0.0134,0.178,0.309,170.025,262059.0,4,8
+Counting Crows,Sullivan Street,47.0,0.566,0.378,2.0,-7.714,1,0.0248,0.457,1.7e-05,0.0943,0.185,80.772,268000.0,4,10
+ILLENIUM,First Time (feat. iann dior) - Kayzo Remix,56.0,0.402,0.962,9.0,0.943,1,0.0656,0.0105,,0.356,0.527,155.015,166452.0,4,10
+Baby Queen,Raw Thoughts,51.0,0.642,0.816,1.0,-4.786,1,0.0439,0.0309,,0.0719,0.703,114.007,205762.0,4,9
+Nick Drake,One Of These Things First,59.0,0.604,0.37,4.0,-18.45,1,0.0362,0.836,0.346,0.0954,0.666,90.339,290733.0,3,1
+We Are Scientists,After Hours,46.0,0.392,0.981,1.0,-4.564,0,0.0799,2.9e-05,0.0422,0.174,0.335,160.047,232014.0,4,1
+Del Shannon,Runaway,60.0,0.594,0.533,10.0,-7.993,0,0.0438,0.153,1.49e-05,0.172,0.729,78.552,2.28845,4,10
+fanclubwallet,What's Up,51.0,0.618,0.684,4.0,-6.163,1,0.039,0.117,0.455,0.273,0.823,170.029,141750.0,4,1
+Rise Against,Hero Of War,65.0,0.645,0.417,4.0,-7.022,1,0.029,0.543,,0.0982,0.256,77.054,253080.0,4,10
+ABBA,Waterloo - Live,37.0,0.396,0.811,2.0,-10.441,1,0.0419,0.000601,0.000599,0.677,0.343,159.426,3.850666667,4,9
+Junge Junge,I Don't Love You (I'm Just Lonely) - Acoustic,50.0,0.818,0.456,,-7.419,1,0.038,0.823,7.35e-05,0.127,0.784,113.992,3.06205,4,0
+BarbWalters,Casino,31.0,0.673,0.901,1.0,-4.356,1,0.294,0.0353,0.915,0.181,0.548,119.971,178000.0,4,6
+Albert Collins,Put The Shoe On The Other Foot,17.0,0.489,0.586,2.0,-13.885,1,0.0596,0.0352,0.0635,0.059,0.882,167.722,332560.0,4,2
+Puddle Of Mudd,Blurry,65.0,0.432,0.936,3.0,-4.537,0,0.0562,0.00691,,0.14,0.499,157.469,303920.0,4,10
+Taner Öngür,Zehra,21.0,0.699,0.243,9.0,-17.724,0,0.0285,0.806,0.00117,0.153,0.321,99.946,283200.0,4,10
+"Nilotpal Sinha, Shruti Dhasmana",Naino Ke Ishaare,19.0,0.444,0.475,2.0,-10.77,1,0.0461,0.771,0.0632,0.094,0.421,169.863,4.6316,4,0
+Catfish and the Bottlemen,Longshot,61.0,0.481,0.765,7.0,-4.025,1,0.0388,0.00381,0.000737,0.119,0.465,102.829,232960.0,4,6
+Fleetwood Mac,Dreams - 2004 Remaster,85.0,0.828,0.492,,-9.744,1,0.0276,0.0644,0.00428,0.128,0.789,120.151,257800.0,4,9
+Birdman,STUNNAMAN (with Roddy Ricch & feat. Lil Wayne),,0.865,0.699,8.0,-6.062,0,0.196,0.0867,,0.295,0.705,144.949,219121.0,4,5
+Say It Ain't So,"Kirby Brown, Molly Parden",39.0,0.686,0.579,5.0,-8.183,0,0.0225,0.245,0.00327,0.113,0.5,102.013,3.728216667,4,0
+Sarit Hadad,מרוץ החיים,28.0,0.537,0.781,9.0,-3.704,0,0.0385,0.0467,3.22e-05,0.0883,0.38,134.943,220653.0,4,9
+Celldweller,My Disintegration,40.0,0.236,0.903,8.0,-3.02,1,0.18,6.05e-05,0.154,0.105,0.395,184.05,380886.0,4,8
+Dudu Aharon,רומנטי או סימפטי,18.0,0.706,0.937,5.0,-3.88,1,0.0444,0.0914,,0.323,0.729,127.99,239667.0,4,9
+Returning We Hear the Larks,Thousand-Arms Fortress,35.0,0.519,0.916,9.0,-5.32,1,0.0839,0.000975,0.546,0.185,0.265,101.484,349193.0,4,8
+SL,Excuse Me (feat. Unknown T),61.0,0.808,0.694,1.0,-8.467,1,0.263,0.215,7.33e-05,0.374,0.776,145.987,189493.0,4,5
+Woods,Midnight Moment,21.0,0.743,0.673,,-8.209,1,0.0277,0.23,0.114,0.26,0.964,119.988,177409.0,4,1
+Leah Kate,Boy Next Door,53.0,0.876,0.576,9.0,-5.377,0,0.0866,0.199,6.03e-06,0.174,0.585,111.008,142500.0,4,9
+Sam & Dave,"Hold On, I'm Comin'",67.0,0.803,0.338,6.0,-14.029,1,0.0349,0.196,0.038,0.097,0.912,106.841,155707.0,4,10
+Swiss Portrait,Cassette,40.0,0.591,0.732,10.0,-8.522,1,0.0329,0.435,0.924,0.148,0.712,117.981,218450.0,4,6
+"Swedish House Mafia, Ty Dolla $ign, 070 Shake",Lifetime (with Ty Dolla $ign & 070 Shake),75.0,0.591,0.719,11.0,-7.824,0,0.215,0.0201,3.17e-06,0.906,0.142,100.014,3.11341667,4,9
+OneRepublic,Stop And Stare,60.0,0.492,0.859,4.0,-4.274,1,0.0332,0.0659,,0.0756,0.251,92.474,223853.0,4,10
+Hillbilly Casino,Debt With the Devil,36.0,0.624,0.946,9.0,-4.684,1,0.122,0.00876,,0.34,0.655,98.994,133693.0,4,10
+Audioslave,Gasoline,59.0,0.379,0.716,4.0,-4.312,1,0.0326,0.000272,0.00123,0.0786,0.239,92.721,279333.0,4,10
+The Gun Club,Promise Me,23.0,0.246,0.565,4.0,-13.624,1,0.0824,5.6e-05,0.00349,0.208,0.474,73.506,157200.0,4,2
+Brett Young,Catch,66.0,0.566,0.765,2.0,-6.337,1,0.0439,0.0248,,0.0783,0.604,156.036,3.274,4,4
+Guitarras de Luna,Inolvidable,42.0,0.847,0.492,8.0,-11.104,1,0.0451,0.804,0.859,0.122,0.855,112.034,4.04155,4,7
+The Breeders,Cannonball,66.0,0.502,0.758,3.0,-9.76,1,0.0407,0.00915,0.783,0.284,0.729,112.499,213693.0,4,6
+Pathiena,The Deepest Of Sorrow,41.0,0.645,0.329,2.0,-16.642,1,0.0419,0.239,0.892,0.375,0.184,128.099,212750.0,4,6
+Lenny Kravitz,Fly Away,71.0,0.587,0.872,7.0,-5.066,1,0.0484,0.018,,0.622,0.735,159.925,221333.0,4,10
+Anathema,Fragile Dreams,45.0,0.364,0.752,7.0,-6.709,0,0.052,0.0071,0.0682,0.189,0.0394,135.533,332373.0,4,8
+Robert Finley,Starting To See,,0.635,0.705,5.0,-6.64,1,0.0369,0.194,0.000136,0.193,0.75,100.307,174107.0,4,2
+POORSTACY,Nothing Left,53.0,0.527,0.973,11.0,-3.203,0,0.19,0.000756,8.93e-05,0.361,0.131,134.942,122222.0,4,1
+Moe Bandy,Barstool Mountain,35.0,0.73,0.225,2.0,-15.429,1,0.032,0.23,4.27e-06,0.258,0.596,123.61,2.816666667,4,4
+Crystal Gayle,Don't It Make My Brown Eyes Blue,62.0,0.736,0.321,6.0,-13.474,1,0.0444,0.799,0.00897,0.0619,0.342,84.928,2.62755,4,4
+Pradeep Kumar,Aao Bachcho Tumhen Dikhayeh,5.0,0.853,0.484,4.0,-11.655,1,0.0792,0.942,0.0259,0.151,0.962,111.737,3.162666667,4,3
+Million Miles,Ice Cream & Cigarettes,49.0,0.743,0.448,7.0,-7.173,1,0.0317,0.816,5.07e-06,0.319,0.562,90.062,172240.0,4,2
+Joyfriend,Bailey,18.0,0.4,0.403,8.0,-10.004,1,0.0372,0.575,0.00208,0.0677,0.133,121.964,184503.0,3,10
+Fall Out Boy,The Phoenix,69.0,0.562,0.964,4.0,-2.991,0,0.072,0.000539,1.57e-06,0.579,0.41,138.063,244960.0,4,10
+"Joep Beving, Maarten Vos",The One As Two,45.0,0.185,0.106,9.0,-21.724,0,0.0324,0.99,0.919,0.0791,0.0635,62.988,5.257333333,4,7
+Gavin DeGraw,Chariot,59.0,0.281,0.779,7.0,-5.104,1,0.0514,0.0437,,0.37,0.344,167.172,239173.0,4,10
+Slayer,Bloodline,50.0,0.408,0.971,9.0,-3.876,1,0.125,5.7e-05,0.191,0.135,0.237,118.445,216973.0,4,8
+The Deadly Snakes,Playboys,30.0,0.21,0.86,4.0,-2.187,1,0.0738,0.0121,7.65e-05,0.142,0.402,164.762,167507.0,3,2
+Creedence Clearwater Revival,Suzie Q - Live At The Woodstock Music & Art Fair / 1969,37.0,0.332,0.899,9.0,-5.638,1,0.0463,0.0348,0.432,0.684,0.66,136.696,652187.0,4,10
+Larkin Poe,Easy Street,30.0,0.562,0.667,,-5.106,1,0.0287,0.00534,,0.0784,0.503,106.965,137110.0,4,2
+Dave,Titanium,77.0,0.959,0.394,,-8.687,0,0.437,0.152,1.38e-06,0.105,0.51,121.008,127750.0,4,5
+The Big Bopper,Chantilly Lace,56.0,0.489,0.806,3.0,-6.054,1,0.0858,0.841,2.96e-05,0.0687,0.944,172.269,145267.0,4,10
+הלם תרבות,אלף קנאים,23.0,0.753,0.722,10.0,-5.348,0,0.305,0.533,,0.599,0.858,92.152,260543.0,4,5
+Josh Turner,Your Man,72.0,0.744,0.637,6.0,-4.483,1,0.0241,0.337,0.000222,0.0696,0.785,100.511,3.53155,4,4
+Blay Vision,Gone Mad,35.0,0.708,0.763,8.0,-5.74,0,0.0428,0.054,0.000102,0.132,0.221,119.977,212009.0,4,5
+Sly & The Family Stone,"Dance To The Music - Live at The Woodstock Music & Art Fair, August 17, 1969",28.0,0.625,0.922,,-8.92,1,0.0816,0.00624,0.00674,0.839,0.427,139.712,268013.0,4,10
+Ivan & Alyosha,Don't Lose Your Love,42.0,0.435,0.153,10.0,-11.536,1,0.0499,0.953,0.00155,0.11,0.326,182.647,3.42,4,0
+Jane's Addiction,Jane Says,66.0,0.402,0.597,2.0,-9.258,1,0.0327,0.0385,2.09e-06,0.109,0.496,81.806,287000.0,4,10
+Freddie Gibbs,Big Boss Rabbit,67.0,0.699,0.907,1.0,-4.661,1,0.273,0.143,,0.302,0.859,96.912,178859.0,4,5
+Pop Smoke,AP - Music from the film Boogie,80.0,0.751,0.744,1.0,-6.859,1,0.177,0.152,0.000568,0.252,0.634,148.014,171892.0,4,5
+Izo FitzRoy,Red Line,36.0,0.626,0.725,,-8.013,0,0.035,0.115,,0.109,0.943,87.357,214667.0,4,9
+WARGASM (UK),Your Patron Saints,48.0,0.46,0.906,1.0,-8.201,1,0.15,2.99e-05,0.0348,0.17,0.566,161.055,204160.0,4,1
+Dan Mangan,Losing My Religion,23.0,0.279,0.4,7.0,-8.353,0,0.0426,0.673,0.00371,0.103,0.109,167.56,246223.0,4,6
+Richie Kotzen,Riot,41.0,0.599,0.906,11.0,-5.133,0,0.0641,0.0158,2.47e-05,0.108,0.712,120.024,302423.0,4,2
+Margaret Glaspy,Devotion,29.0,0.476,0.3,,-11.227,1,0.06,0.47,0.00307,0.0951,0.403,76.71,237187.0,4,6
+MoonSun,Falling,44.0,0.434,0.639,8.0,-11.659,1,0.0509,0.00658,0.00489,0.0592,0.159,130.245,297404.0,4,8
+Stan Getz,Pennies From Heaven,37.0,0.701,0.137,,-16.397,1,0.0417,0.991,0.912,0.155,0.68,92.341,311813.0,4,2
+MICHELLE,SUNRISE (feat. Arlo Parks),53.0,0.787,0.422,,-8.552,1,0.0569,0.287,0.111,0.3,0.607,87.018,176667.0,4,1
+Mother Mother,Hayloft,84.0,0.527,0.922,9.0,-2.666,0,0.0728,0.00475,0.000162,0.422,0.49,95.975,181680.0,4,9
+Echosmith,Over My Head,53.0,0.656,0.723,11.0,-4.975,0,0.0262,0.0968,,0.343,0.904,105.049,208233.0,4,9
+BLOXX,Off My Mind,35.0,0.568,0.741,2.0,-5.64,1,0.0395,0.0122,,0.371,0.771,104.056,189466.0,4,10
+a-ha,Take on Me,85.0,0.573,0.902,6.0,-7.638,0,0.054,0.018,0.00125,0.0928,0.876,84.412,225280.0,4,10
+Bad/Love,Come Clean,41.0,0.457,0.759,4.0,-9.06,1,0.0613,0.000736,4.22e-05,0.0848,0.309,138.017,235761.0,4,8
+Temples,Holy Horses,26.0,0.508,0.776,9.0,-5.438,1,0.0336,0.00114,0.00935,0.293,0.549,101.952,185427.0,4,1
+KID BRUNSWICK,4AM,54.0,0.648,0.437,6.0,-6.386,1,0.0316,0.0631,,0.15,0.365,62.483,165301.0,4,10
+Rory Gallagher,Cradle Rock,31.0,0.353,0.921,2.0,-8.303,1,0.0644,0.00118,0.0122,0.327,0.556,103.156,375682.0,4,2
+Kaspar Mann,Ordino,50.0,0.631,0.183,9.0,-17.128,1,0.0846,0.994,0.929,0.113,0.399,83.481,2.629666667,1,7
+Elley Duhé,Kids Of The Night,53.0,0.684,0.729,1.0,-3.8,1,0.0407,0.0231,0.000628,0.124,0.49,159.975,185787.0,4,9
+Beastie Boys,Sure Shot,57.0,0.692,0.799,1.0,-7.924,1,0.164,0.388,,0.301,0.549,97.978,199667.0,4,6
+Shlomo Gronich,שיר בין ערביים,37.0,0.525,0.298,2.0,-12.438,1,0.033,0.714,0.000287,0.111,0.106,119.827,273307.0,4,10
+Sting,It's Probably Me,60.0,0.791,0.41,4.0,-12.604,0,0.084,0.167,4.38e-06,0.0763,0.511,91.021,302040.0,4,10
+Hardcastle,Mundane,48.0,0.598,0.751,6.0,-5.869,1,0.0327,0.0299,1.64e-06,0.139,0.671,120.033,187768.0,4,10
+Dorrough Music,Ice Cream Paint Job,61.0,0.851,0.598,,-8.356,1,0.439,0.000595,,0.343,0.654,180.046,237320.0,4,5
+LOOK MUM NO COMPUTER,Waiting for the World to End,39.0,0.434,0.974,7.0,-6.188,1,0.152,0.000127,0.000171,0.956,0.12,125.016,226865.0,4,10
+The Only Ones,Another Girl Another Planet,51.0,0.325,0.838,1.0,-6.501,0,0.144,0.0327,0.00042,0.126,0.449,156.507,181173.0,4,6
+a kid named rufus,wasting time,12.0,0.87,0.467,11.0,-8.741,0,0.0652,0.0779,,0.198,0.84,120.016,135067.0,4,6
+Aerosmith,"I Don't Want to Miss a Thing - From ""Armageddon"" Soundtrack",75.0,0.383,0.662,2.0,-5.162,1,0.0333,0.165,,0.248,0.138,121.154,298760.0,4,10
+MUNA,I Know A Place - Acoustic,50.0,0.547,0.347,3.0,-4.101,1,0.0421,0.865,,0.175,0.562,132.845,4.85898333,5,0
+jxdn,Better Off Dead,70.0,0.684,0.672,10.0,-5.762,0,0.0341,0.151,,0.116,0.381,93.965,155674.0,4,9
+–†—É—Ç–∏–Ω–∞,–ß—ë—Ä–Ω–∞—è –¥—ã—Ä–∞,24.0,0.547,0.817,11.0,-11.861,0,0.0362,0.0266,0.666,0.0767,0.856,114.976,200121.0,4,6
+John Mayer,Heartbreak Warfare,65.0,0.624,0.554,2.0,-8.113,1,0.0225,0.191,0.00131,0.299,0.311,97.031,269720.0,4,10
+bbno$,my oh my,61.0,0.704,0.657,1.0,-9.431,0,0.0934,0.00873,0.000226,0.297,0.527,107.931,155556.0,4,1
+Tame Impala,Half Full Glass Of Wine,54.0,0.679,0.768,,-7.246,1,0.0787,0.254,0.0401,0.0916,0.685,126.117,266627.0,4,10
+Stephen Malkmus & The Jicks,Chartjunk,29.0,0.361,0.795,3.0,-7.563,1,0.0347,0.0348,0.0858,0.114,0.556,143.445,228667.0,4,1
+KISS,Rock And Roll All Nite,75.0,0.654,0.929,1.0,-5.906,1,0.0998,0.0468,,0.0539,0.902,144.774,2.814,4,10
+Stain the Canvas,End,40.0,0.336,0.699,9.0,-6.481,1,0.0794,0.000334,0.00163,0.104,0.21,170.317,218647.0,4,8
+Rory Block,Make Me A Pallet On Your Floor,,0.391,0.397,,-9.493,1,0.0327,0.773,0.00231,0.097,0.72,180.094,282429.0,4,2
+Massive Attack,Paradise Circus,62.0,0.81,0.591,8.0,-13.385,1,0.0638,0.414,0.799,0.072,0.297,136.028,297775.0,4,6
+Atreyu,Right Side Of The Bed,53.0,0.253,0.924,8.0,-4.83,1,0.162,0.00179,0.00856,0.281,0.72,171.971,222467.0,4,10
+NOVACUB,Change Your Mind,37.0,0.372,0.94,4.0,-3.586,0,0.14,0.00178,9.87e-05,0.154,0.49,163.099,201543.0,4,6
+Charlie Houston,Calls,37.0,0.87,0.41,8.0,-8.804,1,0.182,0.243,2.92e-05,0.127,0.576,83.974,171202.0,4,9
+Roy Rieck,שנים,12.0,0.773,0.759,7.0,-6.158,1,0.0353,0.15,0.0421,0.74,0.964,112.99,172030.0,4,6
+Bon Jovi,Limitless,53.0,0.453,0.816,10.0,-5.656,1,0.0706,0.00524,1.05e-05,0.363,0.374,144.154,221947.0,4,10
+Nirvana,Aneurysm,62.0,0.298,0.823,7.0,-9.793,1,0.0816,7.66e-05,7.53e-05,0.132,0.235,135.596,275600.0,4,10
+Lil Nas X,Panini - DaBaby Remix,73.0,0.717,0.598,5.0,-5.613,0,0.0809,0.22,,0.122,0.496,153.905,151040.0,4,9
+R.E.M.,It's The End Of The World As We Know It (And I Feel Fine),69.0,0.381,0.894,7.0,-8.638,1,0.037,0.0258,,0.0251,0.797,205.528,246933.0,4,10
+Reignwolf,Black and Red,54.0,0.368,0.921,8.0,-4.897,0,0.0919,0.000716,0.0449,0.295,0.451,119.113,219523.0,3,1
+Deftones,Change (In the House of Flies),68.0,0.269,0.853,7.0,-4.647,0,0.0854,0.000249,0.000246,0.118,0.179,141.581,299533.0,4,10
+banzai florist,Get Back Baby,33.0,0.53,0.656,9.0,-9.099,1,0.0557,0.0826,0.949,0.0461,0.911,156.793,233360.0,4,6
+The Steampacket,Cry Me A River,27.0,0.486,0.439,7.0,-14.008,0,0.0446,0.57,0.00608,0.303,0.313,109.134,166067.0,4,2
+The Spencer Davis Group,I'm A Man,2.0,0.281,0.614,,-9.066,1,0.0551,0.088,,0.252,0.498,134.665,522267.0,4,1
+Toby Keith,Should've Been A Cowboy,56.0,0.579,0.731,7.0,-5.659,1,0.0323,0.244,,0.297,0.618,133.582,3.497783333,4,4
+Rush,Natural Science,40.0,0.412,0.821,7.0,-9.453,1,0.075,0.0156,0.00095,0.327,0.316,130.997,559893.0,4,10
+Bizzy Crook,Come Again,44.0,0.897,0.337,1.0,-11.375,1,0.353,0.117,2.77e-06,0.111,0.443,120.038,192000.0,4,5
+Walking On Cars,Speeding Cars,60.0,0.501,0.743,5.0,-6.379,0,0.0348,0.207,1.55e-05,0.0793,0.224,91.01,242093.0,4,10
+Red Desert,Older No Wiser,41.0,0.262,0.841,5.0,-7.043,1,0.0557,1.28e-05,0.776,0.109,0.339,136.216,336720.0,4,8
+Ed Sheeran,BLOW (with Chris Stapleton & Bruno Mars),66.0,0.631,0.796,1.0,-5.35,1,0.0401,0.000245,0.0115,0.38,0.596,92.469,209120.0,4,9
+Rival Sons,Keep On Swinging,50.0,0.218,0.836,1.0,-5.441,0,0.0994,0.000995,0.00194,0.522,0.41,173.806,239413.0,4,10
+Papa Roach,American Dreams,53.0,0.587,0.879,2.0,-5.887,1,0.0547,0.00122,,0.125,0.395,108.905,203119.0,4,10
+The Bobby Fuller Four,I Fought the Law - Single Version,57.0,0.593,0.804,7.0,-5.497,1,0.0319,0.105,2.22e-06,0.047,0.962,148.959,138360.0,4,10
+Ka$tro,migraine,30.0,0.385,0.848,11.0,-4.31,1,0.0604,0.0772,0.0168,0.287,0.0381,109.985,160670.0,4,10
+Bring Me The Horizon,Throne,73.0,0.426,0.888,,-3.72,0,0.0987,0.000455,,0.306,0.387,144.111,191520.0,4,8
+Nessa Barrett,la di die (feat. jxdn),80.0,0.484,0.643,1.0,-4.72,1,0.0416,0.0036,,0.243,0.345,163.97,195191.0,4,10
+Laxmikant–Pyarelal,Dandia Music,24.0,0.301,0.969,2.0,-11.283,1,0.302,0.804,0.329,0.801,0.0428,185.722,4.789116667,3,3
+Bob Dylan,Shelter from the Storm,61.0,0.486,0.241,4.0,-17.337,1,0.0366,0.413,3.51e-05,0.0928,0.614,106.574,5.01888333,4,0
+Radioclit,Divine Gosa - Switch Remix,18.0,0.982,0.641,8.0,-4.956,1,0.0553,0.000222,0.291,0.0563,0.866,131.023,355413.0,3,1
+Chris Stapleton,Worry B Gone,59.0,0.564,0.873,2.0,-6.078,1,0.0314,0.019,0.0207,0.101,0.832,113.885,195547.0,4,10
+Eric Reed,Up Jumped Spring,43.0,0.389,0.169,10.0,-14.333,1,0.0453,0.913,0.0781,0.114,0.186,77.79,8.815783333,3,7
+Giggs,Look What the Cat Dragged In,48.0,0.743,0.71,9.0,-5.042,0,0.0362,0.0139,7.45e-06,0.289,0.239,98.008,153000.0,4,5
+The Jesus and Mary Chain,Taste of Cindy,35.0,0.18,0.905,11.0,-2.767,1,0.0453,0.000146,0.831,0.327,0.552,138.02,102333.0,4,6
+VIC MENSA,"SHELTER ft Wyclef Jean, ft Chance The Rapper",55.0,0.664,0.66,,-5.284,1,0.291,0.181,2.23e-06,0.19,0.47,90.106,261467.0,4,5
+Lil Peep,california world,67.0,0.301,0.514,8.0,-6.976,1,0.0617,0.0723,2.19e-06,0.251,0.153,145.59,291400.0,4,5
+Phoebe Green,Reinvent,48.0,0.573,0.734,8.0,-5.576,1,0.0416,0.000796,0.112,0.102,0.13,101.023,243382.0,4,1
+Austin TV,Shiva,32.0,0.637,0.703,,-5.378,1,0.0298,3.05e-05,0.849,0.129,0.613,97.496,217827.0,4,10
+Gotts Street Park,Everything,54.0,0.658,0.496,,-9.303,1,0.0484,0.14,0.192,0.184,0.625,82.122,215573.0,4,1
+River Tiber,Hypnotized,41.0,0.474,0.64,10.0,-9.053,0,0.037,0.026,0.507,0.123,0.383,171.705,249563.0,4,1
+Anne Müller,Drifting Circles,36.0,0.801,0.346,7.0,-14.296,1,0.11,0.957,0.913,0.0989,0.309,137.971,420901.0,4,1
+R√òRY,fuck fame,37.0,0.601,0.698,,-5.924,0,0.0376,0.0218,,0.0586,0.594,110.055,174486.0,4,10
+Rad Horror,Stay Out,38.0,0.581,0.847,7.0,-5.48,0,0.0638,0.000259,0.00897,0.0875,0.394,120.07,188000.0,4,10
+Jorja Smith,By Any Means,65.0,0.75,0.418,11.0,-10.412,1,0.244,0.149,1.72e-06,0.0857,0.442,104.981,225631.0,4,5
+Ne Obliviscaris,Intra Venus,38.0,0.483,0.968,1.0,-5.737,0,0.101,0.00128,0.48,0.331,0.0695,110.035,448837.0,3,8
+YBN Nahmir,Opp Stoppa (feat. Lil Eazzyy),57.0,0.836,0.367,7.0,-4.267,1,0.126,0.0297,,0.151,0.212,78.009,135421.0,4,5
+Mantra,I Want,21.0,0.45,0.945,6.0,-4.765,0,0.0757,0.00567,0.000195,0.363,0.458,99.985,151680.0,4,10
+Current Joys,Kids,75.0,0.827,0.66,6.0,-9.669,1,0.0337,0.508,0.403,0.0756,0.904,113.449,269143.0,4,9
+Miguel De Molina,La bien pag√°,37.0,0.418,0.28,,-6.856,0,0.0321,0.748,,0.238,0.454,103.251,215053.0,4,9
+ForesTT,To the Sea,36.0,0.553,0.442,1.0,-9.975,0,0.0274,0.304,0.00976,0.113,0.31,139.927,236156.0,4,6
+Rammstein,Du hast,72.0,0.64,0.922,9.0,-6.283,0,0.0385,0.00369,0.055,0.332,0.716,125.105,234227.0,4,10
+Mason Lindahl,"Sky Breaking, Clouds Falling",40.0,0.283,0.659,5.0,-11.879,0,0.0329,0.0959,0.834,0.119,0.515,103.059,264093.0,4,6
+Orrin Evans,Dave,49.0,0.243,0.0652,1.0,-21.076,1,0.0354,0.962,0.497,0.115,0.0419,78.164,3.724216667,4,7
+Nathan Goshen,חיים מאושרים,55.0,0.673,0.427,6.0,-7.629,0,0.0458,0.143,0.000112,0.105,0.393,113.556,203947.0,4,9
+Dizzee Rascal,Stand Up Tall (Instrumental),11.0,0.821,0.845,11.0,-6.392,0,0.0481,0.000241,0.491,0.284,0.892,134.998,189667.0,4,5
+Eddie 9V,3AM in Chicago,24.0,0.614,0.545,5.0,-9.036,0,0.064,0.483,0.000678,0.203,0.68,145.173,216787.0,4,2
+Teams,Stunts,32.0,0.702,0.852,6.0,-6.337,1,0.101,0.00109,0.893,0.102,0.519,97.085,326374.0,4,6
+Young Clancy,GRIM REAP,30.0,0.599,0.316,1.0,-14.436,1,0.081,0.679,0.00113,0.653,0.355,147.963,125266.0,4,1
+Backstreet Boys,PDA,30.0,0.798,0.84,6.0,-6.559,0,0.0879,0.00518,,0.142,0.867,122.958,3.806666667,4,9
+Brandon's Three,the point above,55.0,0.45,0.0767,2.0,-22.482,0,0.0378,0.869,0.747,0.0853,0.167,100.427,2.810266667,4,7
+At Vance,Four Seasons - Summer,30.0,0.451,0.813,7.0,-9.569,1,0.0462,1.8e-05,0.836,0.0885,0.114,120.551,200627.0,3,8
+Sting,Englishman / African in New York (with Shirazee),51.0,0.851,0.674,2.0,-4.488,1,0.0619,0.0101,3.9e-05,0.218,0.518,101.011,193828.0,4,9
+Interpol,Evil,65.0,0.489,0.769,5.0,-3.524,1,0.038,0.00135,0.56,0.0727,0.637,128.985,215827.0,4,6
+Reveille,What You Got,47.0,0.563,0.937,1.0,-5.243,1,0.0461,0.000111,,0.315,0.522,101.159,146693.0,4,8
+"Rhiannon Giddens, Iron & Wine",Forever Young - From NBC's Parenthood,56.0,0.384,0.366,7.0,-10.65,1,0.0329,0.371,9.17e-05,0.101,0.199,138.134,4.35616667,4,0
+The Beaches,Want What You Got,46.0,0.774,0.714,,-5.009,0,0.0427,0.00388,0.000466,0.045,0.811,111.964,268053.0,4,1
+Jimmy Dawkins,It Serves Me Right To Suffer,17.0,0.53,0.629,7.0,-7.869,1,0.0529,0.46,0.159,0.0873,0.827,85.549,251427.0,4,2
+Spooky Tooth,Evil Woman,37.0,0.379,0.687,,-10.778,1,0.0645,0.16,0.00622,0.323,0.525,141.878,548827.0,4,10
+Derek & The Dominos,Layla - 40th Anniversary Version / 2010 Remastered,1.0,0.403,0.903,1.0,-3.88,1,0.0664,0.574,0.305,0.287,0.498,115.669,423840.0,4,10
+The Jesus and Mary Chain,Degenerate,29.0,0.321,0.827,2.0,-7.726,1,0.0401,0.00602,0.622,0.394,0.14,132.106,330040.0,4,10
+Lifehouse,Somewhere In Between,41.0,0.501,0.415,1.0,-8.882,0,0.0242,0.0375,2.6e-06,0.336,0.227,76.608,253067.0,4,10
+Pale Saints,Sight of You,46.0,0.459,0.465,7.0,-13.564,1,0.0388,0.11,0.259,0.0915,0.117,123.94,337600.0,4,6
+Laura Cannell,Earthly Unearthly,14.0,0.172,0.0494,10.0,-21.748,1,0.0387,0.866,0.155,0.0791,0.0391,51.134,278698.0,4,6
+Demon King,"The Watcher, Wreathed in Flame",25.0,0.256,0.961,5.0,-4.055,1,0.18,2.5e-05,0.817,0.119,0.171,115.929,304421.0,4,8
+VANT,DO YOU KNOW ME?,39.0,0.385,0.963,1.0,-2.532,0,0.0846,8.96e-05,0.000141,0.132,0.412,144.901,154267.0,4,10
+shame,Alphabet,46.0,0.49,0.817,2.0,-5.912,1,0.0272,8.49e-05,0.0129,0.0962,0.369,99.335,173573.0,4,1
+Childish Gambino,This Is America,73.0,0.854,0.463,5.0,-6.159,1,0.137,0.117,,0.354,0.549,120.024,225773.0,4,5
+Dennis Quaid & The Sharks,On My Way To Heaven,23.0,0.612,0.573,7.0,-6.921,1,0.0246,0.525,0.000271,0.0892,0.722,110.031,276574.0,4,10
+Sir Sly,High,61.0,0.743,0.733,2.0,-5.576,1,0.0352,0.00705,0.00753,0.0565,0.726,122.975,231897.0,4,1
+Sum 41,Catching Fire (Acoustic),51.0,0.68,0.454,1.0,-4.262,1,0.0392,0.232,0.000111,0.112,0.238,139.012,240019.0,4,10
+DijahSB,New Harrison,45.0,0.697,0.484,1.0,-7.398,1,0.4,0.82,,0.102,0.32,82.629,230511.0,4,5
+1000mods,Mirrors,35.0,0.333,0.82,5.0,-7.361,1,0.0531,0.000288,0.264,0.0891,0.162,115.12,436333.0,4,10
+Ignea,Jinnslammer,40.0,0.311,0.988,7.0,-3.397,1,0.113,2.83e-05,0.13,0.132,0.269,195.058,279692.0,3,8
+Elderbrook,My House,51.0,0.856,0.605,6.0,-7.691,0,0.048,0.0202,0.833,0.0661,0.6,123.998,181935.0,4,6
+Dark Funeral,666 Voices Inside,30.0,0.447,0.994,8.0,-5.143,1,0.185,1.42e-06,0.934,0.148,0.0771,126.057,278000.0,4,8
+Velvet Revolver,Fall to Pieces,63.0,0.464,0.887,6.0,-4.65,1,0.0499,0.000429,0.333,0.126,0.23,132.759,271240.0,4,8
+Eyal Golan,שישי בצהריים,42.0,0.705,0.897,1.0,-4.751,0,0.0344,0.137,,0.098,0.711,102.012,222320.0,4,9
+Drakeo the Ruler,Talk To Me,72.0,0.773,0.281,1.0,-9.781,1,0.11,0.24,,0.112,0.465,102.019,227706.0,4,5
+The Jeff Healey Band,While My Guitar Gently Weeps,55.0,0.431,0.666,7.0,-11.141,1,0.0337,0.00151,0.00213,0.0527,0.619,134.777,315667.0,4,10
+NOAHFINNCE,Stupid,51.0,0.519,0.682,9.0,-7.335,1,0.0897,0.0176,,0.0926,0.814,156.994,155733.0,4,10
+BTS,ON (Feat. Sia),65.0,0.591,0.848,9.0,-4.397,0,0.0828,0.137,,0.372,0.386,105.922,246816.0,4,9
+Gary Clark Jr.,Take Me Down,41.0,0.404,0.398,7.0,-9.907,1,0.0289,0.205,0.0125,0.0917,0.251,75.867,287484.0,4,2
+Superflat,We The People - Skeleton Lipstick Remix,30.0,0.788,0.93,11.0,-7.996,0,0.103,0.0578,0.484,0.0683,0.427,120.006,208500.0,4,6
+Daddy Yankee,PROBLEMA,85.0,0.773,0.8,10.0,-3.17,0,0.0987,0.0613,0.00403,0.0327,0.842,89.988,184507.0,4,9
+Kadavar,All Our Thoughts,39.0,0.139,0.912,2.0,-1.884,1,0.0679,0.167,0.0038,0.114,0.609,80.895,275000.0,4,8
+Masterkraft,Hallelu,55.0,0.691,0.794,1.0,-4.251,0,0.278,0.0739,,0.0816,0.737,112.849,213493.0,4,9
+Vokonis,Blackened Wings,24.0,0.208,0.932,5.0,-6.872,0,0.0791,1.74e-06,0.828,0.365,0.336,146.02,244853.0,4,8
+Zero 9:36,The End / Undead,58.0,0.584,0.957,1.0,-4.789,1,0.13,0.00356,,0.407,0.701,108.029,186682.0,4,10
+ZIN,Pouring Rain,24.0,0.479,0.443,9.0,-9.239,1,0.0273,0.047,6.91e-06,0.104,0.193,92.959,299020.0,4,9
+Margo Price,Twinkle Twinkle,46.0,0.49,0.847,10.0,-2.915,1,0.0298,0.038,,0.107,0.537,83.994,211587.0,4,2
+"David Hazeltine, David Williams, Joe Farnsworth",Dear Ruth,39.0,0.44,0.206,7.0,-18.234,1,0.033,0.881,0.356,0.0989,0.167,86.624,6.046,4,7
+Big Ups,Goes Black,31.0,0.377,0.976,6.0,-3.686,0,0.217,0.000107,0.0936,0.142,0.264,116.062,141560.0,4,1
+Love and Rockets,Mirror People '88 - (Single Edit),33.0,0.407,0.872,7.0,-9.205,0,0.0462,5.78e-05,0.00116,0.0654,0.388,137.381,238400.0,4,10
+Rosey,Bermuda Triangle,39.0,0.541,0.392,7.0,-10.635,1,0.0445,0.539,5.57e-05,0.0864,0.351,152.993,3.76665,4,0
+Bitterwood,Paradigm,31.0,0.22,0.913,1.0,-5.229,1,0.0799,2.72e-05,0.00482,0.166,0.207,90.02,132780.0,4,8
+Ron Gallo,"Young Lady, You're Scaring Me",59.0,0.371,0.921,9.0,-5.533,1,0.0784,0.0113,2.7e-05,0.43,0.508,109.675,220538.0,4,10
+The Velvet Underground,Rock & Roll,60.0,0.494,0.735,5.0,-8.347,1,0.0345,0.00401,3.14e-06,0.544,0.742,132.526,283000.0,4,1
+Rami Fortis,בבוקר של קטיפה - Remastered,23.0,0.2,0.47,4.0,-8.411,1,0.032,0.494,0.0811,0.156,0.118,129.876,243000.0,1,10
+Rv,Steady,52.0,0.719,0.612,6.0,-7.555,1,0.435,0.0791,,0.136,0.552,102.91,169175.0,4,5
+Ravid Plotnik,סרט הודי (נצ'י נצ'),27.0,0.508,0.808,,-5.197,1,0.253,0.121,,0.379,0.558,81.781,200133.0,4,5
+Deniro Farrar,Wu-Tang,41.0,0.603,0.753,,-5.251,0,0.283,0.131,,0.105,0.452,99.836,153078.0,4,5
+Otis Junior,You and Me,40.0,0.489,0.726,5.0,-6.204,1,0.345,0.2,6.5e-05,0.349,0.672,190.297,236000.0,3,1
+Devon Gilfillian,Troublemaker,45.0,0.555,0.927,,-4.167,0,0.0708,0.00155,0.0288,0.209,0.848,156.031,212016.0,4,10
+Sipper,woah,37.0,0.605,0.555,5.0,-10.323,1,0.0823,0.357,0.00145,0.226,0.212,86.984,136552.0,4,1
+Lianne La Havas,Weird Fishes,55.0,0.396,0.415,7.0,-10.106,1,0.0599,0.0362,0.02,0.0913,0.263,151.458,354533.0,4,6
+Swimming,Maple Glider,36.0,0.715,0.432,9.0,-6.769,1,0.0275,0.724,0.000109,0.164,0.175,109.927,4.206883333,4,0
+Or Edry,על המסך,16.0,0.562,0.606,7.0,-8.072,1,0.0286,0.0878,7.84e-06,0.146,0.56,142.058,198078.0,4,9
+Dirty Honey,California Dreamin',56.0,0.458,0.98,1.0,-3.651,1,0.0808,0.000205,6.29e-05,0.127,0.4,118.964,258333.0,4,10
+John Lee Hooker,Love Money Can't Buy,1.0,0.453,0.542,5.0,-7.379,1,0.0391,0.975,0.011,0.0927,0.487,81.921,156373.0,4,2
+Sarcastic Sounds,say goodbye,63.0,0.71,0.415,8.0,-9.561,1,0.0908,0.902,0.00236,0.149,0.418,92.016,86749.0,4,6
+Kansas,Carry on Wayward Son,76.0,0.482,0.786,7.0,-5.735,1,0.032,0.00321,8.88e-05,0.446,0.793,126.755,323000.0,4,9
+The Kingsmen,Louie Louie,66.0,0.623,0.709,1.0,-9.818,0,0.0636,0.102,,0.0967,0.948,122.394,165381.0,4,6
+Ratboys,Go Outside,42.0,0.578,0.633,7.0,-7.552,1,0.0355,0.0869,0.00327,0.113,0.928,141.971,169067.0,3,1
+Supergrass,"Tales of Endurance, Pt. 4, 5 & 6",53.0,0.282,0.648,9.0,-7.604,0,0.0291,0.012,0.401,0.216,0.117,91.536,331427.0,4,6
+Yuval Dayan,לאסוף,37.0,0.437,0.382,4.0,-8.529,1,0.0303,0.834,0.00137,0.103,0.0834,81.703,222649.0,3,9
+cleopatrick,hometown,63.0,0.315,0.826,7.0,-4.314,0,0.0636,0.00064,0.000687,0.0703,0.359,139.161,256072.0,4,1
+Quiet Riot,Cum on Feel the Noize,71.0,0.409,0.92,11.0,-5.439,0,0.12,0.00719,0.00105,0.0823,0.37,145.085,290960.0,4,9
+Brad Mehldau,"Bewitched, Bothered and Bewildered",45.0,0.433,0.0662,,-19.398,1,0.0403,0.954,0.852,0.0713,0.162,107.241,5.97555,4,7
+Itay Levi,שורטת,32.0,0.774,0.618,3.0,-5.58,0,0.199,0.215,,0.147,0.501,148.19,186487.0,4,9
+Type O Negative,My Girlfriend's Girlfriend,52.0,0.539,0.762,4.0,-6.908,0,0.0339,0.158,0.908,0.0648,0.661,114.08,228827.0,4,8
+Primal Fear,Along Came the Devil,45.0,0.55,0.96,11.0,-4.148,0,0.0452,8.84e-06,0.000558,0.0955,0.47,128.016,261160.0,4,8
+iogi,you\me\everyone,46.0,0.843,0.564,11.0,-6.267,0,0.0398,0.0561,0.234,0.0376,0.738,99.016,219525.0,4,6
+Westlife,Safe,2.0,0.456,0.492,2.0,-8.133,1,0.0268,0.266,,0.104,0.207,139.79,3.888,4,9
+KK's Priest,Hellfire Thunderbolt,46.0,0.414,0.978,8.0,-3.144,0,0.0913,0.000268,0.364,0.0998,0.253,174.045,229901.0,4,8
+Drop Nineteens,Kick The Tragedy,50.0,0.414,0.404,5.0,-14.677,1,0.0293,2.44e-05,0.433,0.121,0.156,102.883,535600.0,4,6
+Shankar Jaikishan,"Yahudi Theme, Pt. 1 - Instrumental",,0.506,0.73,4.0,-12.034,1,0.0754,0.585,0.914,0.395,0.823,100.849,2.84445,4,3
+grandson,Blood // Water,80.0,0.51,0.882,8.0,-5.659,0,0.159,0.00158,0.00206,0.0764,0.653,154.029,216721.0,4,10
+The Sword,Freya,48.0,0.354,0.867,5.0,-5.078,1,0.0362,4.64e-05,0.404,0.0748,0.436,93.389,274400.0,4,10
+Mark Knopfler,Sailing To Philadelphia,57.0,0.594,0.468,6.0,-10.117,0,0.0246,0.606,0.0872,0.0913,0.174,99.067,353120.0,4,10
+Kingdom Come,What Love Can Be,36.0,0.297,0.642,10.0,-7.946,0,0.0384,0.32,1.76e-06,0.1,0.282,126.161,314160.0,4,10
+The Struts,Ballroom Blitz,42.0,0.703,0.838,8.0,-5.882,1,0.0328,0.0106,0.000237,0.103,0.484,110.061,249853.0,4,10
+Bruno Mars,Talking to the Moon,82.0,0.523,0.606,1.0,-4.754,0,0.0301,0.512,,0.106,0.065,145.837,217867.0,4,9
+Offset Jim,Specialist,39.0,0.887,0.609,11.0,-9.295,0,0.311,0.0212,,0.0763,0.571,92.506,152000.0,4,5
+J. Cole,p r i d e . i s . t h e . d e v i l (with Lil Baby),85.0,0.861,0.656,4.0,-7.867,0,0.425,0.104,,0.0986,0.331,88.967,218210.0,4,5
+XTC,Dear God - Remastered 2001,52.0,0.577,0.464,7.0,-7.943,1,0.024,0.0979,1.3e-06,0.154,0.346,90.557,219507.0,4,6
+Destruction,Bestial Invasion,32.0,0.161,0.976,11.0,-8.428,0,0.0913,3.48e-06,0.446,0.0915,0.241,173.229,276107.0,4,8
+Young Rising Sons,Skeletons,32.0,0.591,0.758,8.0,-2.522,1,0.0317,0.0254,0.0494,0.371,0.543,97.03,197938.0,4,9
+Bud Powell,Blues In The Closet,31.0,0.697,0.134,,-19.991,1,0.0545,0.862,0.937,0.1,0.416,96.519,180533.0,4,2
+Tangent,The Origin of Structures,27.0,0.427,0.394,2.0,-22.414,1,0.0658,0.828,0.903,0.126,0.111,180.111,273827.0,4,6
+bennytheghost,Papercut,54.0,0.602,0.516,2.0,-7.575,0,0.0533,0.521,1.69e-06,0.214,0.337,140.057,193448.0,4,9
+Matt Maeson,Hallucinogenics,73.0,0.549,0.653,,-7.47,1,0.0503,0.457,,0.0969,0.287,121.348,187173.0,4,9
+Zdot,Spin A Man,31.0,0.823,0.482,,-10.503,1,0.394,0.343,0.000155,0.0988,0.53,68.437,197956.0,4,5
+"Stan Getz, Bob Brookmeyer",Love Jumped Out,39.0,0.58,0.256,2.0,-17.45,0,0.0482,0.759,3.88e-05,0.0897,0.499,79.122,7.770666667,4,7
+Luz,counting houses,54.0,0.567,0.494,10.0,-12.093,1,0.0544,0.569,6.63e-05,0.33,0.42,149.839,200853.0,4,9
+Ride,Leave Them All Behind - 2001 Remaster,46.0,0.282,0.846,4.0,-4.641,1,0.0728,8.29e-05,0.482,0.521,0.174,184.617,497467.0,4,10
+Soundgarden,Spoonman,68.0,0.457,0.902,7.0,-5.624,1,0.0313,2.17e-05,0.196,0.258,0.834,92.711,246920.0,4,10
+Kenny Wayne Shepherd,Woman Like You - Live,30.0,0.143,0.912,7.0,-6.754,1,0.0823,0.00733,0.000667,0.727,0.415,172.514,260133.0,4,2
+Zongamin,Bongo Song,34.0,0.783,0.929,1.0,-12.052,0,0.0455,0.000406,0.927,0.0738,0.644,123.687,314653.0,4,6
+Trisha Yearwood,She's In Love With The Boy - Single Version,66.0,0.783,0.698,3.0,-8.268,1,0.0323,0.522,2.52e-06,0.0754,0.758,124.996,4.136666667,4,4
+Britney Spears,Lucky,67.0,0.765,0.791,8.0,-5.707,1,0.0317,0.262,0.000154,0.0669,0.966,95.026,3.437116667,4,9
+Dress the Dead,Promises and Kisses,26.0,0.424,0.885,7.0,-5.997,0,0.0717,0.000915,0.000305,0.102,0.156,139.077,256664.0,4,8
+INXS,Kick,45.0,0.507,0.863,4.0,-5.109,1,0.0482,0.00181,0.134,0.354,0.926,156.67,194280.0,4,10
+C. Tangana,Muriendo De Envidia,66.0,0.845,0.717,,-6.773,1,0.359,0.428,0.0023,0.0822,0.255,93.997,182640.0,4,9
+King Charles,Freak - Radio Edit,28.0,0.597,0.457,2.0,-5.931,0,0.0479,0.0374,0.313,0.114,0.416,170.017,219978.0,4,1
+Friedberg,Midi 8,28.0,0.733,0.944,6.0,-5.059,0,0.064,0.0017,0.855,0.097,0.718,104.005,143063.0,4,6
+Ballaké Sissoko,Boubalaka,34.0,0.441,0.173,5.0,-17.286,1,0.0445,0.959,0.505,0.109,0.386,72.379,4.718216667,4,7
+Terror Danjah,Red Card Riddim,14.0,0.434,0.718,1.0,-9.707,0,0.258,9.42e-05,0.908,0.0829,0.816,209.383,219793.0,3,5
+Hot Mulligan,Featuring Mark Hoppus,53.0,0.51,0.98,,-3.341,1,0.105,0.000722,,0.339,0.4,147.991,173800.0,4,9
+Black Foxxes,S√¶la,21.0,0.528,0.715,8.0,-4.772,1,0.0334,0.000781,0.0315,0.0961,0.301,127.989,169784.0,4,10
+Gin Blossoms,Hey Jealousy,3.0,0.385,0.919,6.0,-4.154,0,0.0642,0.00019,,0.358,0.469,153.02,235840.0,4,10
+Clipse,Grindin',56.0,0.592,0.77,1.0,-3.402,1,0.318,0.122,1.22e-06,0.103,0.361,191.692,264760.0,4,5
+Cold Hart,Decompose,33.0,0.66,0.692,6.0,-9.156,1,0.0364,0.0618,0.0112,0.0743,0.41,135.058,187093.0,4,5
+Tom Odell,Another Love,84.0,0.445,0.537,4.0,-8.532,0,0.04,0.695,1.65e-05,0.0944,0.131,122.769,4.072666667,4,9
+Jimi Hendrix,"Purple Haze - Live at The Woodstock Music & Art Fair, August 18, 1969",36.0,0.269,0.974,2.0,-3.295,1,0.152,0.00152,0.314,0.199,0.375,118.44,263867.0,4,10
+"Benjamin Britten, English Chamber Orchestra","Simple Symphony, Op.4: 3. Sentimental Saraband",25.0,0.0789,0.0701,7.0,-19.808,0,0.0424,0.902,0.894,0.345,0.0505,81.68,7.934,4,7
+Omer Adam,תשמח,34.0,0.503,0.404,4.0,-9.388,1,0.0505,0.656,,0.11,0.473,152.041,193320.0,4,9
+Mergui,דיבור נגוע,44.0,0.895,0.49,5.0,-4.452,0,0.165,0.0617,,0.0802,0.728,96.995,166165.0,4,9
+John Legend,Preach,63.0,0.508,0.729,11.0,-5.712,0,0.0443,0.0681,,0.1,0.412,91.906,236880.0,4,9
+The Rolling Stones,Beast Of Burden - Remastered,13.0,0.786,0.87,1.0,-3.875,0,0.0316,0.413,0.000494,0.0389,0.864,100.66,4.41955,4,10
+Michael Wollny,Mondenkind,20.0,0.474,0.0389,4.0,-19.06,0,0.0749,0.865,0.859,0.0839,0.0353,79.31,280120.0,4,6
+Give In (feat. Ciaran Lavery),"Axel Flóvent, Ciaran Lavery",42.0,0.554,0.187,,-13.753,1,0.0281,0.809,0.000756,0.0602,0.104,139.994,3.822583333,4,0
+Deftones,Be Quiet and Drive (Far Away),65.0,0.206,0.965,1.0,-5.116,1,0.079,9.91e-06,0.827,0.367,0.168,92.615,299867.0,4,10
+Sugar Ray,Every Morning,66.0,0.833,0.679,8.0,-4.496,1,0.0365,0.0834,0.00258,0.0769,0.975,109.916,219867.0,4,9
+Baroness,Shock Me,34.0,0.393,0.911,7.0,-4.027,0,0.0877,4.31e-05,0.57,0.13,0.158,125.958,257120.0,4,10
+Faraquet,Cut Self Not,36.0,0.318,0.86,2.0,-6.76,0,0.0943,0.0622,0.000353,0.0858,0.446,96.262,174267.0,4,10
+Chico Getz,Faith Struggle,51.0,0.543,0.146,4.0,-15.836,0,0.0658,0.989,0.866,0.0973,0.387,99.258,2.945833333,4,7
+Alexander 23,Come Here and Leave Me Alone,57.0,0.691,0.388,1.0,-12.401,0,0.0537,0.767,0.00337,0.0996,0.304,117.001,186130.0,4,9
+Taj Mahal,Mississippi-Mali Blues,12.0,0.855,0.304,,-13.163,0,0.0657,0.892,0.922,0.0831,0.809,82.57,197960.0,4,2
+WESTSIDE BOOGIE,Outside (with Joey Bada$$),58.0,0.573,0.815,11.0,-7.581,0,0.582,0.109,,0.101,0.573,91.813,188418.0,4,5
+Luke Bryan,I Don't Want This Night To End,65.0,0.616,0.728,9.0,-4.02,0,0.0278,0.0275,,0.228,0.375,111.934,3.666216667,4,4
+Dinosaur Pile-Up,Back Foot,55.0,0.547,0.922,6.0,-5.845,1,0.0858,0.00619,1.13e-05,0.349,0.844,160.128,188653.0,4,1
+Faces,Ooh La La,70.0,0.601,0.574,2.0,-8.166,1,0.03,0.579,1.14e-05,0.216,0.8,147.964,214080.0,4,10
+Nine Days,Absolutely (Story of a Girl) - Radio Mix,68.0,0.481,0.94,7.0,-5.204,1,0.066,0.000891,,0.0939,0.66,96.493,189333.0,4,10
+Magic Dick,Pontiac Blues,14.0,0.392,0.872,3.0,-4.834,1,0.0421,0.16,9.34e-06,0.18,0.48,176.432,319493.0,4,2
+Strawberry Alarm Clock,Incense And Peppermints,45.0,0.473,0.735,9.0,-8.921,1,0.0296,0.0603,,0.15,0.754,132.506,169800.0,4,6
+The Killers,Dying Breed,60.0,0.656,0.78,1.0,-4.743,1,0.0854,0.00112,0.02,0.151,0.607,151.401,246000.0,4,10
+John Harvie,Bleach (On the Rocks),63.0,0.616,0.839,2.0,-4.281,1,0.054,0.0601,,0.294,0.722,85.029,174309.0,4,9
+Mission Of Burma,That's When I Reach For My Revolver,50.0,0.3,0.915,4.0,-5.691,1,0.049,0.00194,0.000332,0.147,0.51,147.116,233573.0,4,1
+Washboard Willie,I Feel So Fine,6.0,0.547,0.486,,-8.282,1,0.0404,0.0941,,0.0761,0.927,135.534,142107.0,4,2
+"IndianRaga, Shraddha Mohan, Aravind Sundar, Vignesh Srinivasan, Sri Poornima Krishna Emani, Mahesh Raghvan",Sri Vighna Rajam Bhaje - Ghambira Natai - Kanda Chapu,,0.7,0.74,11.0,-7.803,1,0.0697,0.673,,0.101,0.543,140.003,4.108716667,5,0
+Big Star,September Gurls,40.0,0.374,0.895,4.0,-4.552,1,0.0351,0.000163,0.0119,0.164,0.533,113.992,166400.0,4,10
+Lady Gaga,Always Remember Us This Way,79.0,0.553,0.502,,-5.972,1,0.0409,0.299,,0.764,0.296,129.976,210200.0,4,9
+Johnny Kidd & The Pirates,Shakin' All Over,47.0,0.766,0.579,9.0,-9.722,1,0.0385,0.179,1.25e-05,0.264,0.755,125.206,2.366,4,10
+The Rolling Stones,Ruby Tuesday,62.0,0.524,0.553,,-10.767,1,0.0292,0.831,,0.174,0.517,104.578,196493.0,4,10
+Eyehategod,Dixie Whiskey - remastered 2007,36.0,0.221,0.9,1.0,-4.622,0,0.0693,3.37e-05,0.0105,0.0641,0.474,74.745,175387.0,4,8
+Adam Doleac,Coulda Loved You Longer,71.0,0.634,0.621,11.0,-6.261,1,0.0811,0.334,,0.459,0.741,93.034,2.940216667,4,4
+New Hope Club,Worse,50.0,0.605,0.653,11.0,-6.658,0,0.0593,0.0602,7.65e-06,0.177,0.755,94.995,194744.0,4,9
+"Emerson, Lake & Palmer",Trilogy,41.0,0.372,0.644,11.0,-13.5,1,0.0636,0.0188,0.213,0.312,0.236,116.433,532027.0,3,10
+At The Drive In,Napoleon Solo,41.0,0.477,0.641,4.0,-7.254,0,0.0295,0.0239,0.000212,0.184,0.215,108.09,288067.0,1,10
+Toby Romeo,Where The Lights Are Low,79.0,0.759,0.807,8.0,-5.812,0,0.122,0.448,,0.105,0.62,123.904,136996.0,4,9
+HYDE,ON MY OWN,52.0,0.438,0.931,4.0,-5.281,0,0.0643,0.224,0.00117,0.104,0.379,149.933,219448.0,4,10
+Backstreet Boys,Unmistakable,35.0,0.498,0.84,2.0,-5.003,0,0.0362,0.0348,,0.103,0.35,139.991,3.778883333,4,9
+Beach Bunny,Cloud 9 (feat. Tegan and Sara),67.0,0.585,0.892,9.0,-4.466,1,0.0424,0.00108,,0.281,0.878,161.985,148207.0,4,9
+The Vaselines,Son Of A Gun,47.0,0.531,0.943,7.0,-6.025,1,0.0489,0.5,0.232,0.932,0.778,144.746,225760.0,4,1
+Texas Is The Reason,Back And To The Left,38.0,0.23,0.979,2.0,-3.84,1,0.0931,7.35e-05,0.0541,0.109,0.22,183.619,235467.0,4,10
+"Pyotr Ilyich Tchaikovsky, The Russian Virtuosi of Europe, Yuri Zhislin","Serenade for String Orchestra in C Major, Op. 48, TH 48: III. Elegie",24.0,0.19,0.0748,2.0,-20.995,1,0.0452,0.937,0.697,0.169,0.0366,112.111,8.978,3,7
+Morray,That’s On God,54.0,0.788,0.456,7.0,-8.575,0,0.0691,0.469,,0.146,0.424,136.05,138040.0,4,5
+Eliad,חופשי,21.0,0.28,0.261,3.0,-11.941,1,0.03,0.854,,0.0862,0.396,85.163,239000.0,5,9
+Arctic Monkeys,Teddy Picker,66.0,0.637,0.963,9.0,-5.116,1,0.0882,0.000286,0.000889,0.0449,0.823,150.1,165000.0,4,10
+R.E.M.,Everybody Hurts,75.0,0.467,0.324,2.0,-10.451,1,0.0255,0.615,0.0248,0.118,0.166,94.301,320267.0,3,10
+Die 12 Cellisten der Berliner Philharmoniker,Nobody Knows the Trouble I've Seen,34.0,0.105,0.0655,1.0,-24.937,1,0.0417,0.908,0.941,0.0923,0.0389,90.828,3.211783333,4,7
+Ol' Burger Beats,Athens,39.0,0.625,0.546,3.0,-9.363,0,0.417,0.0768,,0.351,0.596,90.951,150080.0,4,5
+The Movement,Mountain,48.0,0.736,0.796,,-6.02,0,0.0486,0.00361,0.102,0.197,0.742,93.986,316381.0,4,10
+Olivia O'Brien,Sociopath,64.0,0.719,0.698,7.0,-6.297,1,0.245,0.0185,,0.0426,0.292,132.914,153500.0,4,9
+Mndsgn,Slowdance,37.0,0.481,0.488,1.0,-9.776,0,0.0524,0.0589,0.42,0.136,0.177,137.967,315799.0,1,1
+Westerman,Your Hero Is Not Dead,39.0,0.714,0.335,2.0,-9.099,1,0.0292,0.728,0.0242,0.154,0.272,109.029,215107.0,4,6
+Bugzy Malone,Salvador,63.0,0.556,0.675,11.0,-9.837,0,0.413,0.272,3.82e-06,0.0874,0.431,137.436,176793.0,4,5
+PJ Harvey,Sheela-na-gig,32.0,0.469,0.902,10.0,-6.147,1,0.0651,0.00617,0.000521,0.0813,0.413,123.972,199107.0,4,1
+Mark Wills,19 Somethin' - Greatest Hits Version,61.0,0.58,0.816,4.0,-5.165,1,0.0726,0.132,,0.0776,0.814,89.938,3.341116667,4,4
+Michael Brun,Pa Pale,37.0,0.829,0.611,3.0,-8.415,0,0.204,0.334,,0.0987,0.66,118.034,158644.0,4,9
+fanclubwallet,Car Crash in G Major,53.0,0.709,0.517,7.0,-8.077,1,0.0335,0.277,0.118,0.484,0.429,105.369,132000.0,4,9
+Jacob Whitesides,Faking In Love - Acoustic,41.0,0.401,0.196,,-13.299,1,0.0346,0.812,,0.154,0.171,105.001,196652.0,4,9
+Don Williams,It Must Be Love - Single Version,45.0,0.92,0.399,5.0,-17.627,1,0.0608,0.129,8.66e-06,0.0721,0.966,110.824,2.44555,4,4
+Sevendust,Angel's Son,44.0,0.212,0.809,1.0,-4.97,0,0.0356,0.018,,0.16,0.202,93.01,230360.0,4,10
+The Rolling Stones,Send It To Me - Remastered,40.0,0.768,0.799,6.0,-6.079,0,0.0831,0.104,0.0768,0.155,0.731,94.268,222960.0,4,10
+Zehava Ben,טיפת מזל,33.0,0.472,0.543,,-9.695,0,0.029,0.525,4.8e-05,0.109,0.265,165.012,272227.0,3,9
+River Floor,Joe Henry,18.0,0.486,0.699,2.0,-8.211,1,0.0693,0.436,0.00459,0.161,0.394,137.927,4.579033333,4,0
+Backstreet Boys,New Love,46.0,0.839,0.54,,-6.814,1,0.0357,0.00786,2.75e-05,0.0589,0.718,119.981,3.00155,4,9
+Counting Crows,Mr. Jones,77.0,0.578,0.817,,-6.542,1,0.0363,0.183,3.06e-06,0.285,0.726,141.621,272293.0,4,10
+Jessie Ware,Adore You,52.0,0.669,0.668,10.0,-11.039,0,0.0391,0.299,0.199,0.105,0.201,106.989,226373.0,4,6
+Heart,Secret,51.0,0.499,0.536,9.0,-8.755,0,0.0352,0.444,,0.287,0.284,127.792,254373.0,4,10
+Julia Stone,Dance,45.0,0.608,0.471,9.0,-9.709,0,0.031,0.458,0.0145,0.124,0.295,113.032,179965.0,4,6
+Jyrki 69,White Rabbit,26.0,0.529,0.885,2.0,-5.384,1,0.125,2.72e-05,0.613,0.145,0.299,111.995,250179.0,4,10
+Trina,Bad Bitch Anthem,49.0,0.83,0.725,11.0,-7.128,0,0.36,0.055,,0.065,0.725,160.132,121365.0,4,5
+K Theory,Good & Gone - Original Mix,14.0,0.854,0.846,11.0,-3.055,0,0.0885,0.00692,0.00211,0.0549,0.799,102.99,252284.0,4,2
+Wednesday 13,Screwdriver 2 - The Return,37.0,0.464,0.941,7.0,-8.879,1,0.0815,4.07e-06,0.00606,0.115,0.535,137.978,134091.0,4,8
+joe p,Off My Mind,54.0,0.57,0.688,,-7.48,1,0.032,0.308,1.96e-05,0.151,0.749,111.993,213716.0,4,10
+Cocteau Twins,Lorelei,55.0,0.373,0.679,,-9.195,1,0.0393,7.83e-05,0.116,0.247,0.42,90.974,223267.0,4,6
+Cold War Kids,So Tied Up - moreBishop,42.0,0.607,0.912,,-4.122,0,0.0461,0.0488,0.000883,0.154,0.819,104.996,191027.0,4,10
+Gautam Kale,Jiyara,38.0,0.382,0.594,1.0,-8.402,1,0.0528,0.549,1.81e-06,0.107,0.521,160.251,2.6125,4,0
+"Anhad Khanna, Isheeta Chakrvarty, Tanner Willeford",Jiya,8.0,0.494,0.512,1.0,-9.698,1,0.0328,0.000709,0.503,0.274,0.0329,120.047,4.776066667,4,0
+iogi,oh yes,34.0,0.654,0.843,1.0,-7.264,0,0.0286,0.0392,0.0457,0.17,0.97,145.026,240661.0,4,6
+Fruit Bats,Today,53.0,0.28,0.258,4.0,-14.109,1,0.029,0.206,0.000423,0.112,0.186,172.098,255633.0,3,6
+Oded Gadir,ישאר תמיד,12.0,0.604,0.442,8.0,-10.076,1,0.0307,0.802,6.75e-05,0.145,0.419,78.03,197829.0,4,10
+Willow Kayne,Two Seater,35.0,0.779,0.493,7.0,-8.536,1,0.189,0.194,4.95e-06,0.125,0.535,97.982,147310.0,4,10
+Puma Blue,Bruise Cruise,45.0,0.657,0.375,1.0,-9.212,0,0.0911,0.163,0.0805,0.106,0.211,126.231,345827.0,4,9
+Bade Ghulam Ali Khan,Prem Jogan Ban Ke,18.0,0.267,0.347,5.0,-14.454,0,0.0335,0.992,0.953,0.173,0.395,68.164,3.56615,4,3
+Mahesh Raghvan,Marugelara,24.0,0.547,0.798,2.0,-8.668,0,0.0375,0.0383,0.000375,0.0771,0.1,90.501,4.184933333,4,0
+Hadag Nahash,קליפורניה,23.0,0.539,0.951,10.0,-4.138,0,0.0478,0.174,4.36e-05,0.218,0.78,159.731,213560.0,4,5
+Tora-i,Call Your Name,52.0,0.603,0.633,5.0,-4.148,0,0.0334,0.0473,2.8e-05,0.433,0.0894,86.971,196082.0,4,6
+Concha Piquer,"Parrala, La",24.0,0.351,0.237,1.0,-16.727,1,0.0525,0.98,0.0196,0.323,0.457,80.894,227093.0,4,9
+Arch Enemy,Symphony of Destruction - cover version,23.0,0.586,0.944,11.0,-5.508,0,0.0706,0.000179,0.0109,0.133,0.554,136.991,242840.0,4,8
+"Hariharan, Sukhwinder Singh",Nahin Saamne Tu,47.0,0.455,0.247,7.0,-17.85,1,0.0333,0.13,0.000387,0.0718,0.0827,175.812,6.066216667,4,3
+Spang Sisters,"Thank You, Will Shortz",30.0,0.769,0.342,11.0,-14.044,0,0.0413,0.395,0.000154,0.136,0.274,104.932,245480.0,4,6
+Rod Stewart,The First Cut Is the Deepest - 2008 Remaster,36.0,0.538,0.502,,-13.22,1,0.0331,0.219,8.33e-05,0.0856,0.414,81.297,267853.0,4,10
+Jazz Liberatorz,"Ease My Mind - Feat. Tre Hardson, Fat Lip & Omni",49.0,0.69,0.567,7.0,-10.875,0,0.311,0.599,9.2e-05,0.116,0.609,96.002,328573.0,4,5
+Ida Mae,Little Liars,24.0,0.723,0.341,,-9.546,0,0.0547,0.519,0.000753,0.0611,0.737,143.884,235339.0,4,2
+Mergui,לא יוצא למסיבות,47.0,0.818,0.553,,-5.694,1,0.0882,0.107,4.24e-06,0.118,0.842,118.043,199322.0,4,9
+JAY1,Patiently,63.0,0.905,0.564,8.0,-9.221,1,0.307,0.368,,0.112,0.547,141.983,152199.0,4,5
+Metric,Help I'm Alive,60.0,0.565,0.877,5.0,-4.561,0,0.0614,0.00813,0.00251,0.26,0.389,118.484,285920.0,4,6
+Joywave,It's A Trip!,59.0,0.673,0.716,8.0,-4.982,0,0.0291,0.088,0.00256,0.209,0.727,97.925,183525.0,4,10
+The Amazons,Mother - Single Version,44.0,0.429,0.873,5.0,-6.121,1,0.0539,0.00362,0.299,0.111,0.439,79.529,305345.0,4,10
+Martin Kohlstedt,QUO,32.0,0.328,0.0391,9.0,-23.658,0,0.0474,0.98,0.803,0.11,0.292,171.043,164949.0,3,6
+Delta Sleep,Camp Adventure,46.0,0.407,0.841,8.0,-8.161,0,0.0339,0.15,0.153,0.296,0.422,135.389,189829.0,4,10
+HELLYEAH,Moth,54.0,0.241,0.923,8.0,-3.495,1,0.0529,0.000446,,0.22,0.451,172.046,291132.0,3,8
+Muse,Psycho,69.0,0.555,0.883,2.0,-3.426,1,0.0341,0.00114,0.041,0.868,0.507,125.02,316718.0,4,10
+Darwin Deez,Radar Detector,51.0,0.749,0.714,4.0,-5.055,1,0.199,0.102,0.00794,0.173,0.782,96.515,189827.0,4,6
+E-Z,בין הבודדים,36.0,0.814,0.794,1.0,-5.248,1,0.213,0.138,5.75e-05,0.328,0.737,95.233,174397.0,4,5
+Kamara Thomas & the Ghost Gamblers,My Kentucky,33.0,0.498,0.391,,-9.158,1,0.0284,0.773,,0.112,0.348,159.787,421080.0,4,2
+Rosie Frater-Taylor,Better Days,36.0,0.643,0.502,7.0,-12.373,1,0.0366,0.679,0.00251,0.143,0.418,107.783,271441.0,4,1
+Deaf Havana,Happiness - Reworked,46.0,0.376,0.511,2.0,-6.608,1,0.0294,0.00513,3.79e-06,0.118,0.253,153.895,234613.0,4,10
+Jacquard Looms,MOTH,42.0,0.678,0.467,1.0,-11.192,1,0.0375,0.656,0.003,0.356,0.187,109.974,276000.0,4,6
+"Imaginary Future, Kina Grannis",I Will Spend My Whole Life Loving You,64.0,0.637,0.129,11.0,-17.082,1,0.0346,0.887,,0.0719,0.298,125.802,3.79365,4,0
+The Bops,Runnin',16.0,0.487,0.609,9.0,-8.111,0,0.0249,0.291,0.769,0.336,0.349,99.983,175307.0,4,6
+Patti Smith,Easter,32.0,0.464,0.47,5.0,-12.03,1,0.031,0.145,0.0031,0.128,0.134,119.158,362133.0,4,10
+Say Anything,Alive With the Glory of Love,59.0,0.338,0.93,9.0,-4.619,1,0.131,0.0111,,0.172,0.589,203.101,255175.0,4,10
+Turmion Kätilöt,Naitu,48.0,0.412,0.977,7.0,-6.063,1,0.0717,8.57e-05,0.000156,0.0956,0.421,154.918,251200.0,4,8
+Jordana,Reason,40.0,0.629,0.458,2.0,-8.177,1,0.0422,0.00269,0.903,0.0969,0.467,79.362,220377.0,4,6
+Lucifer,Pull Away/So Many Times,36.0,0.302,0.686,9.0,-5.655,1,0.0496,0.0234,0.00013,0.28,0.489,150.432,316000.0,4,8
+Pierre Lune,Le Louvre,49.0,0.615,0.0947,7.0,-15.896,1,0.0645,0.99,0.938,0.111,0.273,95.989,2.94245,4,7
+Cannons,Bad Dream,60.0,0.662,0.845,5.0,-6.173,0,0.0352,0.0211,0.108,0.342,0.679,114.957,202502.0,4,6
+Ahuva Ozeri,Baseter,17.0,0.619,0.608,4.0,-7.719,0,0.0293,0.593,0.0164,0.152,0.718,110.014,305653.0,4,10
+Khalid,Better,76.0,0.596,0.552,,-10.278,0,0.097,0.0765,0.334,0.104,0.112,97.949,229320.0,4,9
+Flowdan,Dumpers,21.0,0.775,0.604,2.0,-12.625,1,0.222,0.0252,,0.0633,0.697,142.04,168253.0,4,5
+Everyone Loves A Villain,Let It Die,34.0,0.356,0.963,5.0,-4.216,0,0.15,0.000296,0.000435,0.346,0.352,180.015,197167.0,4,8
+Endezzma,The Name of the Night is a Strong Tower,21.0,0.0896,0.974,5.0,-6.697,0,0.149,8.1e-06,0.000319,0.138,0.0466,195.168,279123.0,3,8
+Taylor Swift,Our Song,67.0,0.668,0.672,2.0,-4.931,1,0.0303,0.111,,0.329,0.539,89.011,3.351783333,4,4
+Jamie Lenman,I Don't Wanna Be Your Friend,30.0,0.538,0.899,9.0,-5.426,1,0.105,0.000942,0.00509,0.0385,0.267,159.941,154251.0,4,1
+Alchemy,Sakhi Tore Naina,13.0,0.343,0.78,1.0,-6.479,1,0.0375,0.0133,3.58e-05,0.157,0.412,100.895,4.622866667,4,0
+MFnMelo,Mario Kart,40.0,0.579,0.734,8.0,-4.644,1,0.303,0.321,,0.159,0.407,79.994,194500.0,4,5
+Mt. Joy,My Vibe,51.0,0.673,0.704,6.0,-5.766,0,0.0339,0.493,2.04e-06,0.0732,0.578,93.547,157267.0,4,10
+fun.,We Are Young (feat. Janelle Mon√°e),76.0,0.378,0.638,10.0,-5.576,1,0.075,0.02,7.66e-05,0.0849,0.735,184.086,250627.0,4,9
+The Blue Stones,One By One,54.0,0.611,0.734,,-7.741,1,0.0451,0.0675,0.00214,0.585,0.556,91.001,251267.0,4,10
+Melé,Groove La Afrika,40.0,0.873,0.886,7.0,-4.53,1,0.357,0.0241,0.864,0.0347,0.274,127.061,169134.0,4,6
+Shane Tyler,The Clouds Cleared the Way,40.0,0.786,0.659,6.0,-8.929,0,0.0525,0.236,0.88,0.312,0.823,118.033,244000.0,4,6
+Turisas,Rasputin,61.0,0.262,0.928,9.0,-2.795,1,0.0894,8.08e-05,4.76e-05,0.195,0.533,161.925,233520.0,4,8
+Rivals,Alkaline,38.0,0.539,0.935,6.0,-3.379,0,0.0937,0.00957,7.38e-05,0.0773,0.306,109.979,214554.0,4,10
+WHIT3 COLLR,16 Sweet,31.0,0.388,0.978,1.0,-3.57,1,0.123,0.00032,0.000491,0.302,0.166,133.988,174053.0,4,10
+Jeff Beck,Cause We've Ended as Lovers,56.0,0.549,0.294,,-13.181,0,0.0337,0.144,0.798,0.108,0.146,115.299,342067.0,4,10
+Geri Halliwell,Scream If You Wanna Go Faster,38.0,0.531,0.904,11.0,-5.334,0,0.0443,0.000104,0.00887,0.0786,0.847,147.846,205267.0,4,9
+Kaunan,Vallåt,39.0,0.458,0.377,,-11.406,1,0.0343,0.575,0.000127,0.204,0.145,104.607,252000.0,4,8
+Alanis Morissette,Hands Clean,57.0,0.513,0.82,7.0,-5.428,1,0.0299,0.00192,2.83e-06,0.504,0.52,99.952,269400.0,4,10
+Patrick Paige II,Whisper (Want My Luv),52.0,0.725,0.629,4.0,-6.208,0,0.0461,0.172,0.0186,0.347,0.499,91.961,229558.0,4,1
+"Sultan Khan, Shankar Mahadevan, Kavita Krishnamurthy",Albela Sajan,40.0,0.64,0.744,2.0,-7.9,1,0.0442,0.0874,0.000292,0.0586,0.768,92.983,3.314,4,3
+Bryan Ferry,Let's Stick Together,59.0,0.785,0.892,9.0,-4.71,1,0.0356,0.0711,0.00051,0.113,0.974,120.115,179160.0,4,6
+Eden Ben Zaken,שונה מהנוף,44.0,0.718,0.761,9.0,-4.172,0,0.148,0.0907,0.000258,0.0647,0.692,170.006,175071.0,4,9
+"Doja Cat, SZA",Kiss Me More (feat. SZA),95.0,0.762,0.701,8.0,-3.541,1,0.0286,0.235,0.000158,0.123,0.742,110.968,3.481116667,4,9
+Tandra,Marching to Infinity,36.0,0.243,0.987,4.0,-4.011,0,0.293,0.0016,0.0372,0.158,0.112,130.032,381120.0,4,8
+Decco,I Didn't Know (feat. James Gillespie) - Acoustic,48.0,0.401,0.577,,-9.008,0,0.0807,0.47,,0.132,0.559,77.983,126499.0,4,9
+Sikkil Gurucharan,Samajavaragamana,17.0,0.357,0.738,5.0,-7.858,1,0.181,0.465,,0.0885,0.52,176.281,6.177116667,4,0
+LIL DUSTY G,Squash,54.0,0.703,0.653,11.0,-3.969,0,0.0376,0.0543,1.27e-05,0.345,0.414,148.02,123446.0,4,5
+Philip Glass,The Poet Acts,51.0,0.249,0.0279,7.0,-29.617,0,0.039,0.975,0.966,0.103,0.037,84.122,223267.0,3,6
+Architects,Early Grave,43.0,0.367,0.979,1.0,-2.977,1,0.109,7.04e-06,0.00243,0.242,0.176,170.037,212467.0,4,8
+George Strait,All My Ex's Live In Texas,59.0,0.764,0.333,9.0,-15.921,1,0.0308,0.217,1.02e-05,0.11,0.738,130.541,3.347116667,4,4
+Echo Collective,The See Within,9.0,0.306,0.0632,4.0,-25.363,0,0.0363,0.917,0.895,0.105,0.0308,101.071,2.89095,1,7
+Foals,Exits,57.0,0.483,0.858,9.0,-2.94,0,0.0346,0.0559,0.00107,0.514,0.712,188.055,357419.0,4,10
+Zikney Tzfat,השכן,26.0,0.537,0.558,7.0,-8.683,1,0.0296,0.0243,1.28e-06,0.106,0.828,96.967,202333.0,4,10
+Kasabian,L.S.F.,51.0,0.617,0.754,9.0,-7.395,1,0.0363,0.00754,0.000171,0.256,0.397,105.282,196853.0,4,10
+Aviv Geffen,עורי עור,25.0,0.449,0.508,7.0,-7.444,0,0.0304,0.609,0.148,0.153,0.191,122.275,255373.0,4,10
+George Ezra,Hold My Girl (Acoustic Version),60.0,0.717,0.391,10.0,-7.425,1,0.0309,0.888,,0.0938,0.507,121.924,211715.0,4,9
+ufo ufo,Strange Clouds,53.0,0.653,0.722,4.0,-7.3,1,0.0292,0.0571,0.0492,0.107,0.888,128.018,206240.0,4,1
+Hunter Hayes,I Want Crazy - Encore,64.0,0.562,0.878,8.0,-4.806,1,0.0387,0.0539,,0.112,0.558,103.029,3.94775,4,4
+Inhaler,My Honest Face,56.0,0.414,0.949,5.0,-6.038,1,0.0767,0.000498,0.000317,0.102,0.46,159.999,274053.0,4,10
+Fireballet,Night On Bald Mountain,19.0,0.401,0.535,9.0,-11.402,0,0.0457,0.0315,0.365,0.622,0.151,98.23,141375.0,4,10
+Best Frenz,Ugly Ending,47.0,0.718,0.4,2.0,-6.901,1,0.0315,0.0341,0.00143,0.109,0.429,86.014,238547.0,4,9
+Albert King,Answer To The Laundromat Blues,39.0,0.703,0.525,2.0,-9.626,1,0.0528,0.22,0.000172,0.0475,0.786,97.067,277013.0,4,2
+Asha Bhosle,O Saathi Re - Female Vocals,25.0,0.343,0.532,6.0,-7.347,1,0.0318,0.934,0.000465,0.316,0.476,104.775,5.583433333,4,3
+Herman Brood & His Wild Romance,Hot Shot,21.0,0.45,0.923,2.0,-7.518,1,0.102,0.0473,0.0882,0.325,0.529,185.989,210200.0,4,6
+Paul Moretti Trio,Someone To Watch Over Me,46.0,0.513,0.0658,,-21.082,1,0.0409,0.949,0.877,0.117,0.152,121.391,3.71905,4,7
+Napkey,Glow,38.0,0.743,0.644,11.0,-7.378,0,0.0549,0.0389,0.00193,0.0708,0.653,114.994,229976.0,4,6
+MC Lyte,Paper Thin,39.0,0.873,0.751,10.0,-7.606,0,0.126,0.0766,0.00053,0.422,0.774,104.487,314600.0,4,5
+JUNG,Jungle,,0.661,0.626,11.0,-8.49,0,0.0446,0.743,0.000896,0.208,0.58,121.938,160327.0,4,9
+salem ilese,Dinosaurs (S4E7),31.0,0.409,0.338,4.0,-7.951,1,0.0432,0.731,,0.25,0.273,184.043,144446.0,3,9
+Leah Kate,Fuck Up the Friendship,70.0,0.745,0.736,1.0,-5.258,0,0.29,0.142,1.1e-05,0.11,0.77,104.008,172758.0,4,9
+Aviv Geffen,זיגוטה,13.0,0.276,0.389,7.0,-12.124,0,0.0314,0.293,0.0748,0.0807,0.155,65.603,254373.0,4,10
+Airbourne,"Too Much, Too Young, Too Fast",60.0,0.592,0.813,9.0,-7.154,1,0.0465,0.0014,0.000966,0.336,0.384,114.038,224773.0,4,10
+Ravid Plotnik,עגל הזהב,32.0,0.635,0.548,10.0,-12.39,0,0.118,0.274,1.08e-05,0.465,0.476,96.951,257853.0,4,5
+Underoath,Rapture,52.0,0.546,0.937,7.0,-4.247,1,0.0736,3.44e-05,0.00333,0.104,0.389,96.033,214987.0,4,10
+James Jackson Jazz Trio,On a Clear Day (You Can See Forever),53.0,0.691,0.179,7.0,-15.682,1,0.0373,0.842,0.931,0.0943,0.222,108.573,3.4312,4,7
+GirlzLuhDev,Day 1 Starter (feat. Remble),47.0,0.783,0.571,8.0,-9.746,0,0.55,0.408,,0.19,0.655,103.902,133846.0,4,5
+IDLES,Danny Nedelko,52.0,0.402,0.931,6.0,-4.455,1,0.0562,0.000277,0.00403,0.243,0.32,102.185,204844.0,4,6
+Grateful Dead,High Time - 2013 Remaster,44.0,0.528,0.159,4.0,-13.696,1,0.0267,0.76,0.000205,0.209,0.423,82.986,315795.0,3,10
+Tainted Lady,Hey Mr. Music Man,37.0,0.489,0.322,8.0,-8.785,0,0.0265,0.787,,0.127,0.416,87.381,238971.0,4,9
+Enter Shikari,THE GREAT UNKNOWN,52.0,0.541,0.887,1.0,-6.429,1,0.0322,0.000498,0.000392,0.222,0.708,140.003,205042.0,4,10
+Lucille Crew,Big City,29.0,0.696,0.837,,-5.961,1,0.123,0.098,1.15e-05,0.35,0.469,105.984,282280.0,4,5
+In This Moment,"As Above, So Below",58.0,0.497,0.99,6.0,-3.436,1,0.13,0.000778,,0.129,0.101,131.99,249050.0,4,8
+BIA,WHOLE LOTTA MONEY,79.0,0.897,0.371,1.0,-5.019,1,0.368,0.0904,,0.325,0.441,81.008,156005.0,4,9
+Mike Posner,Please Don't Go,80.0,0.699,0.882,4.0,-3.896,0,0.0311,0.00296,0.0544,0.13,0.657,120.016,196813.0,4,9
+R.L. Burnside,Shuck Dub,30.0,0.602,0.467,1.0,-11.087,1,0.301,0.155,0.807,0.32,0.171,185.113,268227.0,4,2
+House Of Pain,Jump Around,74.0,0.854,0.71,4.0,-6.32,0,0.0793,0.0113,8.72e-05,0.166,0.818,106.894,214947.0,4,9
+Slowdive,When the Sun Hits,63.0,0.33,0.532,2.0,-11.764,1,0.0263,0.00101,0.709,0.101,0.218,93.512,285907.0,4,6
+Meshuggah,Future Breed Machine,31.0,0.454,0.97,1.0,-6.759,1,0.13,0.00102,0.084,0.299,0.157,87.968,348627.0,4,8
+Geto Boys,Damn It Feels Good to Be a Gangsta,61.0,0.785,0.793,1.0,-7.915,1,0.163,0.22,0.718,0.124,0.655,88.902,310600.0,4,5
+Eve 6,Inside Out,68.0,0.483,0.818,11.0,-7.666,1,0.0444,0.114,,0.367,0.691,175.668,219467.0,4,10
+God Is An Astronaut,Epitaph,32.0,0.218,0.196,1.0,-15.586,0,0.0333,0.586,0.853,0.0991,0.0858,170.196,473600.0,4,8
+Splurgeboys,Like Who,44.0,0.802,0.699,5.0,-7.677,0,0.304,0.159,1.11e-06,0.122,0.348,124.173,211412.0,4,5
+Motorpsycho,Psychotzar,29.0,0.501,0.652,1.0,-10.403,1,0.0319,0.0262,0.346,0.173,0.476,142.013,523467.0,4,8
+P!nk,Cover Me In Sunshine,88.0,0.476,0.594,5.0,-6.879,1,0.135,0.0599,,0.0785,0.314,159.702,141050.0,4,9
+Dream Theater,As I Am,51.0,0.514,0.95,7.0,-4.657,1,0.0725,1.09e-05,0.0135,0.19,0.149,130.027,467827.0,4,8
+Besphrenz,better off alone,45.0,0.621,0.799,8.0,-10.119,1,0.0648,0.0668,0.0266,0.111,0.739,157.925,198228.0,4,9
+Cryptic Slaughter,Lowlife,36.0,0.25,0.979,,-2.075,1,0.176,1.06e-05,0.0554,0.0609,0.651,93.122,152280.0,4,8
+Suede,Saturday Night,46.0,0.504,0.888,8.0,-5.948,1,0.0661,0.0588,0.000101,0.256,0.303,116.44,281053.0,4,10
+The Parting Glass (feat. Darlingside),"Henry Jamison, Darlingside",42.0,0.432,0.183,7.0,-8.276,1,0.0368,0.736,,0.104,0.319,131.848,2.858333333,3,0
+NEEDTOBREATHE,Brother - Acoustic,49.0,0.386,0.561,9.0,-5.879,1,0.0324,0.806,,0.11,0.416,78.884,216371.0,4,9
+Theodor Bastard,Urzala,39.0,0.383,0.515,,-7.771,1,0.0341,0.394,0.000171,0.116,0.141,139.85,244253.0,4,8
+The Kinks,You Really Got Me,72.0,0.573,0.939,8.0,-6.441,1,0.0808,0.493,,0.0994,0.963,137.382,134253.0,4,10
+Aviv Geffen,שנינו שווים,24.0,0.308,0.304,,-11.801,1,0.0293,0.418,0.00153,0.37,0.0755,149.056,190000.0,4,10
+Ultra Vivid Scene,Mercy Seat,33.0,0.439,0.891,11.0,-8.025,1,0.0371,0.015,0.919,0.0461,0.509,155.406,249853.0,4,6
+Ezhel,Allah'ından Bul,59.0,0.893,0.49,5.0,-6.563,0,0.0589,0.197,0.000387,0.102,0.517,108.032,181074.0,4,9
+The Beta Band,Dry The Rain (Remaster),42.0,0.593,0.693,4.0,-8.576,1,0.0305,0.0283,0.084,0.172,0.749,150.489,363538.0,4,6
+Julia Cooper,Alaska,50.0,0.299,0.229,7.0,-10.635,0,0.0281,0.89,,0.129,0.147,83.413,3.19791667,4,0
+Noel Gallagher's High Flying Birds,In The Heat Of The Moment,60.0,0.547,0.827,6.0,-4.339,1,0.0282,1.09e-05,0.000125,0.409,0.467,105.913,209480.0,4,10
+BAMBII,TRUCK RIDDIM (feat. BEAM),31.0,0.574,0.688,10.0,-8.4,0,0.38,0.0256,,0.334,0.522,91.254,128076.0,1,1
+Ted Nugent,Stranglehold,67.0,0.484,0.711,2.0,-7.784,1,0.0331,0.0183,0.173,0.0941,0.49,148.189,8.38445,4,10
+Maniac,Quadratic,10.0,0.457,0.985,2.0,-5.362,1,0.048,0.0154,0.692,0.0878,0.641,87.382,195862.0,4,5
+U2,Mysterious Ways,61.0,0.674,0.659,8.0,-8.049,1,0.0277,0.00156,0.00765,0.108,0.697,99.768,243587.0,4,1
+RALPH TV,Making Movements,33.0,0.647,0.701,9.0,-10.689,0,0.0497,0.407,0.808,0.144,0.369,120.048,293900.0,4,9
+Editors,Ocean of Night,54.0,0.567,0.666,,-9.647,1,0.0298,0.0244,0.251,0.107,0.251,106.001,305489.0,4,6
+Eyal Golan,צליל מיתר,41.0,0.602,0.371,2.0,-7.343,0,0.0286,0.715,,0.123,0.16,129.955,260560.0,4,9
+Trisha Yearwood,Shallow (The Duet with Garth Brooks and Trisha Yearwood),60.0,0.359,0.392,5.0,-7.879,1,0.0292,0.569,,0.112,0.369,95.494,3.697816667,4,4
+Tommy Newport,Stargazer (with EARTHGANG),57.0,0.613,0.721,2.0,-6.245,1,0.305,0.0922,,0.261,0.45,179.804,180000.0,4,1
+Foy Vance,She Burns,54.0,0.73,0.403,4.0,-10.146,1,0.0483,0.718,0.00242,0.0985,0.502,124.901,3.82045,4,0
+Cody Chesnutt,That's Still Mama,23.0,0.494,0.78,,-4.283,0,0.0406,0.00305,,0.183,0.547,98.95,255240.0,4,9
+Ezra Collective,Quest For Coin II,45.0,0.898,0.604,1.0,-4.184,1,0.377,0.0413,8.91e-05,0.0876,0.492,135.144,176760.0,4,5
+Woolbright,Tuesday,23.0,0.514,0.819,11.0,-6.713,0,0.0375,0.0122,0.0158,0.283,0.316,142.953,162973.0,4,10
+Luke Combs,When It Rains It Pours,77.0,0.551,0.801,6.0,-5.069,1,0.0303,0.013,6.03e-06,0.265,0.625,128.027,4.012666667,4,4
+Violent Soho,Jesus Stole My Girlfriend,46.0,0.433,0.815,5.0,-2.991,1,0.0778,0.00171,0.000266,0.473,0.372,175.672,177453.0,4,10
+Nurit Galron,ככה זה (לאהוב אותך),28.0,0.564,0.316,7.0,-10.147,1,0.0315,0.635,0.0064,0.128,0.183,139.908,223080.0,4,10
+Daniel Tompkins,Tyrant,29.0,0.526,0.894,11.0,-6.671,1,0.0472,0.000245,0.235,0.0849,0.344,132.044,296430.0,4,8
+Julien Baker,Souvenir,61.0,0.605,0.299,6.0,-11.192,0,0.0264,0.751,0.474,0.0943,0.181,109.008,212467.0,4,6
+Little Richard,Tutti Frutti,42.0,0.491,0.719,5.0,-5.78,1,0.065,0.74,,0.0518,0.933,184.918,2.43066667,4,10
+Alberta Adams,Chains Of Love,6.0,0.528,0.336,5.0,-6.532,1,0.04,0.284,0.0343,0.335,0.256,172.565,414253.0,3,2
+Dimmu Borgir,Puritania,49.0,0.303,0.969,8.0,-2.466,1,0.162,9.03e-05,0.844,0.417,0.163,109.384,186488.0,5,8
+Carlos Cano,No te llames Dolores,28.0,0.642,0.475,5.0,-7.88,0,0.209,0.587,,0.126,0.475,97.437,197547.0,3,9
+Connie Constance,Monty Python,40.0,0.658,0.471,11.0,-10.973,0,0.219,0.336,,0.215,0.491,164.009,197573.0,3,6
+I Need Your Love,Charley Crockett,53.0,0.494,0.366,7.0,-8.433,1,0.0378,0.729,,0.183,0.484,173.779,3.352716667,3,0
+The White Stripes,Seven Nation Army - The Glitch Mob Remix,66.0,0.701,0.844,4.0,-6.629,1,0.133,0.152,0.626,0.194,0.198,120.04,257022.0,4,10
+"Paolo Fresu, Dino Rubino, Marco Bardoscia",The Silence of Your Heart,49.0,0.439,0.0554,3.0,-15.183,1,0.0349,0.984,0.00382,0.111,0.178,101.015,4.356916667,4,7
+Ceramic Animal,Patiently 4 U,30.0,0.551,0.885,9.0,-6.242,1,0.0424,0.212,0.086,0.53,0.789,120.033,221208.0,4,6
+sokodomo,MM (feat. Jay Park),47.0,0.586,0.893,1.0,-3.494,0,0.157,0.0676,,0.255,0.492,89.93,178793.0,4,5
+Noel Gallagher's High Flying Birds,If I Had A Gun,49.0,0.295,0.754,6.0,-3.16,0,0.0349,0.0465,0.0514,0.164,0.18,152.465,249107.0,4,10
+Warish,Woven,35.0,0.346,0.948,2.0,-6.858,1,0.0687,0.00172,0.85,0.0675,0.282,96.15,204438.0,4,8
+Angelus Apatrida,Bleed the Crown,31.0,0.527,0.983,1.0,-4.31,1,0.11,0.000153,0.158,0.275,0.449,94.995,266347.0,4,8
+Ali Farka Touré,Heygana,38.0,0.489,0.536,5.0,-13.289,0,0.0384,0.654,0.000433,0.337,0.61,136.908,358627.0,4,2
+Garmarna,Sven i Rosengård,43.0,0.505,0.853,9.0,-8.976,0,0.0594,0.311,0.108,0.115,0.368,126.995,324414.0,4,8
+Groovy Kaiju,VTEC,34.0,0.734,0.694,10.0,-8.141,0,0.145,0.000702,0.192,0.387,0.652,109.837,243168.0,4,6
+The Offspring,Come Out and Play,69.0,0.519,0.77,7.0,-8.788,1,0.0809,0.0675,3.48e-06,0.0762,0.921,158.29,197800.0,4,10
+L7,Pretend We're Dead,60.0,0.569,0.789,4.0,-8.559,1,0.0309,5.62e-06,0.642,0.0811,0.911,115.152,235093.0,4,6
+Siriusmo,Nights Off,41.0,0.695,0.928,5.0,-5.33,0,0.0288,0.0591,0.732,0.115,0.639,120.998,247827.0,4,1
+In Flames,Come Clarity,45.0,0.37,0.928,10.0,-4.859,0,0.115,0.000941,0.346,0.145,0.0965,149.714,255713.0,4,8
+Atar Mayner,לילה אחד,36.0,0.854,0.381,5.0,-7.481,0,0.0622,0.291,2.62e-06,0.15,0.261,100.096,216750.0,4,5
+"Justin Timberlake, Timbaland",SexyBack (feat. Timbaland),78.0,0.967,0.583,7.0,-5.562,0,0.0789,0.0584,,0.0519,0.964,117.0,4.04555,4,9
+A. G. Cook,Jumper,32.0,0.491,0.526,,-7.066,1,0.0317,0.0896,5.5e-06,0.295,0.22,159.954,184920.0,4,6
+Beck,Chemical,43.0,0.546,0.445,9.0,-6.503,1,0.0268,0.0402,0.000307,0.3,0.143,75.012,258660.0,4,1
+Oscar Lang,Are You Happy?,47.0,0.554,0.849,4.0,-4.479,0,0.0362,0.00399,0.000132,0.0842,0.842,115.996,192601.0,4,6
+Philip Sayce,Sailin' Shoes,24.0,0.473,0.913,8.0,-6.05,1,0.0594,0.02,0.000109,0.487,0.594,94.518,203347.0,4,10
+Cameo Blush,Lucky - Edit,39.0,0.574,0.857,7.0,-6.973,1,0.0359,0.0268,0.476,0.0786,0.145,132.999,191653.0,4,1
+Anitta,Girl From Rio (feat. DaBaby),27.0,0.732,0.604,,-7.472,1,0.0443,0.0112,,0.219,0.732,139.982,195429.0,4,9
+Drones,Epitaph,13.0,0.361,0.902,6.0,-3.462,1,0.0524,1.68e-05,0.000329,0.339,0.427,164.976,183091.0,4,10
+The Hives,Hate To Say I Told You So,68.0,0.459,0.931,5.0,-5.024,1,0.0612,0.00126,0.00881,0.412,0.419,135.826,200693.0,4,1
+Buzzcocks,What Do I Get?,50.0,0.234,0.947,,-7.293,1,0.117,0.0108,,0.212,0.16,176.279,175973.0,4,10
+RENE,Leaving Anyway,26.0,0.419,0.681,2.0,-5.451,1,0.0309,0.0353,1.49e-06,0.12,0.279,171.871,249000.0,4,10
+Sick Joy,Smiling Shame,28.0,0.313,0.89,1.0,-5.344,1,0.0798,0.000155,,0.236,0.481,131.1,216644.0,4,10
+Automatic Loveletter,Hush,42.0,0.33,0.587,7.0,-5.865,1,0.0371,0.221,1.69e-05,0.119,0.154,149.204,240040.0,4,10
+OneRepublic,Run,82.0,0.682,0.72,11.0,-8.173,0,0.0381,0.326,,0.148,0.673,117.003,169011.0,4,9
+Dead Pony,"23, Never Me",43.0,0.487,0.797,6.0,-5.634,0,0.0697,9.37e-05,0.0826,0.248,0.452,156.016,175432.0,4,1
+Ski Lift,Portal,30.0,0.436,0.897,9.0,-3.695,1,0.0377,0.000192,3e-06,0.327,0.919,161.971,123104.0,4,10
+Muse,Madness,68.0,0.502,0.417,10.0,-7.665,1,0.0718,0.127,0.00419,0.106,0.218,180.301,281040.0,4,10
+Europe,The Final Countdown,77.0,0.529,0.843,6.0,-6.908,0,0.0616,0.0628,0.000827,0.0608,0.188,117.662,310333.0,4,10
+Joey Alexander,Tis Our Prayer,45.0,0.35,0.215,8.0,-14.659,1,0.0374,0.933,0.911,0.126,0.135,99.903,4.14445,4,7
+The Cult,Fire Woman,1.0,0.495,0.798,7.0,-9.173,1,0.0387,0.000272,0.000922,0.234,0.461,132.007,5.18378333,4,10
+Long Beach Dub Allstars,Owens Brothers,46.0,0.621,0.897,7.0,-8.113,0,0.0317,0.135,0.00239,0.208,0.906,162.127,195253.0,4,10
+Kasabian,Shoot the Runner,55.0,0.526,0.776,7.0,-4.169,1,0.0852,0.000431,0.0157,0.334,0.524,131.194,207373.0,4,1
+The Tracks,Strange Moments,22.0,0.329,0.905,7.0,-5.728,1,0.0546,8.63e-05,0.0037,0.11,0.711,145.149,183560.0,4,10
+Aurelia,If I Go Do You Follow,42.0,0.636,0.201,11.0,-15.965,0,0.0506,0.97,0.944,0.101,0.434,82.955,3.953816667,4,7
+Daniel Avery,Endless Hours,41.0,0.512,0.883,7.0,-8.808,1,0.0323,0.0133,0.901,0.106,0.452,135.957,317464.0,4,1
+Benjamin Booker,Believe,40.0,0.482,0.567,,-8.548,1,0.0286,0.189,0.00462,0.357,0.646,167.581,234274.0,4,2
+Charlie Rich,Behind Closed Doors,46.0,0.472,0.338,2.0,-11.196,1,0.0273,0.85,0.000221,0.0761,0.522,85.66,2.913783333,4,4
+Izaak Opatz,Not Yet,42.0,0.648,0.577,4.0,-10.153,1,0.0552,0.703,0.000332,0.11,0.887,80.368,238680.0,4,1
+Henrik Freischlader,A Better Man,33.0,0.312,0.772,,-6.007,0,0.0544,0.123,0.069,0.679,0.628,142.413,368213.0,4,2
+Remble,No Competition,40.0,0.859,0.617,3.0,-5.891,0,0.249,0.792,,0.122,0.667,100.079,115733.0,4,5
+"Pyotr Ilyich Tchaikovsky, Jan Vogler","String Sextet in D Minor, Op. 70, ""Souvenir de Florence"": II. Adagio cantabile e con moto",26.0,0.214,0.128,2.0,-19.714,1,0.0458,0.781,0.675,0.122,0.0524,127.208,9.86245,3,7
+Mr Gabriel,DANDELION,14.0,0.582,0.81,3.0,-6.117,1,0.0379,0.0261,0.44,0.0699,0.684,90.947,183552.0,4,6
+Baird,BITE,45.0,0.683,0.485,7.0,-7.353,1,0.0715,0.598,0.132,0.117,0.674,81.743,160680.0,3,6
+Eric Clapton,Crossroads - Crossroad 2 Box/Set Version/Live Version,30.0,0.538,0.707,7.0,-13.823,1,0.033,0.208,0.37,0.899,0.782,92.698,321973.0,4,2
+Alienist,Landslide,35.0,0.261,0.973,11.0,-3.996,1,0.146,2.24e-05,0.0204,0.142,0.21,199.868,211894.0,4,8
+Left Lane Cruiser,The Waltz,38.0,0.364,0.747,1.0,-5.743,1,0.0367,0.000166,1.87e-06,0.118,0.0939,151.909,328093.0,3,2
+Olivia Dean,The Hardest Part,43.0,0.512,0.204,5.0,-8.376,1,0.036,0.942,,0.106,0.296,129.947,175987.0,3,9
+KSI,Holiday,82.0,0.356,0.684,8.0,-7.347,1,0.0878,0.152,,0.101,0.347,87.188,3.22888333,4,9
+Margaritas Podridas,Ceremonia,23.0,0.4,0.425,4.0,-12.059,1,0.0297,0.0632,0.983,0.105,0.369,152.052,299999.0,4,6
+Eliad,כל השבוע לך,24.0,0.692,0.521,2.0,-6.769,1,0.0414,0.643,4.16e-06,0.119,0.734,76.958,152580.0,4,9
+Teapacks,למה הלכת ממנו,23.0,0.65,0.766,10.0,-5.938,0,0.0429,0.0178,0.000139,0.115,0.926,110.302,186653.0,4,9
+Eyal Golan,אני מקווה,31.0,0.548,0.541,2.0,-5.087,0,0.0284,0.444,,0.138,0.267,77.991,220773.0,4,9
+Johnny Cash,Ring of Fire,71.0,0.659,0.585,7.0,-8.189,1,0.0288,0.623,0.000213,0.348,0.784,104.111,158427.0,4,10
+Vous Autres,Sans Sèves,21.0,0.0726,0.787,4.0,-6.58,0,0.0639,2.13e-06,0.9,0.199,0.0771,80.052,253042.0,4,8
+Marshall Crenshaw,"Crying, Waiting, Hoping - 2006 Remaster",42.0,0.603,0.484,10.0,-12.79,1,0.0337,0.0926,0.00165,0.1,0.585,128.018,141000.0,4,10
+Michael Schenker Group,"Doctor, Doctor",41.0,0.338,0.844,1.0,-6.577,0,0.0452,3.91e-05,0.00126,0.0774,0.284,135.984,367507.0,4,10
+Fozzy,Judas,62.0,0.418,0.907,,-3.675,1,0.0584,0.000101,0.000433,0.346,0.473,99.17,250793.0,4,8
+girl in red,Serotonin,77.0,0.58,0.788,2.0,-4.714,1,0.259,0.0123,1.84e-05,0.368,0.72,148.992,182426.0,4,1
+Alien Ant Farm,Movies,60.0,0.55,0.934,9.0,-5.076,1,0.0595,0.000113,0.000736,0.18,0.527,112.846,195707.0,4,10
+Clawfinger,Nigger,41.0,0.568,0.993,2.0,-3.08,1,0.0773,0.0257,0.03,0.232,0.608,94.992,227747.0,4,8
+The Wilder Blue,Feelin' the Miles,39.0,0.712,0.483,2.0,-9.664,1,0.034,0.174,0.0931,0.161,0.632,121.127,257193.0,4,1
+COWBOY BOY,PET,22.0,0.469,0.827,4.0,-9.694,1,0.0699,4.17e-05,3.79e-05,0.253,0.558,85.017,180359.0,4,10
+flora cash,Soul Mate,61.0,0.429,0.371,1.0,-11.803,1,0.0351,0.768,0.00181,0.119,0.305,129.842,3.96301667,4,0
+"Manna Dey, Mohammed Rafi, S. D. Batish, Sudha Malhotra",Yeh Hai Ishq Ishq,8.0,0.651,0.589,1.0,-12.709,1,0.0735,0.959,0.858,0.115,0.914,103.622,7.105333333,4,3
+Taj Mahal,Leaving Trunk,56.0,0.542,0.502,3.0,-10.607,0,0.0515,0.195,0.00812,0.174,0.948,174.11,289560.0,4,2
+Marika Hackman,Between the Bars,32.0,0.497,0.26,11.0,-12.461,0,0.0349,0.932,0.00686,0.123,0.154,84.393,155853.0,4,6
+Walk Through Fire,Yola,38.0,0.597,0.576,7.0,-5.276,1,0.0259,0.623,1.14e-06,0.109,0.754,112.436,3.792583333,4,0
+Sarit Hadad,קרנבל,10.0,0.647,0.86,7.0,-5.307,0,0.0409,0.0805,,0.0484,0.818,130.112,219627.0,4,9
+Aviv Geffen,סוף העולם,31.0,0.328,0.429,6.0,-9.162,0,0.0291,0.878,1.42e-05,0.684,0.29,81.719,303160.0,3,10
+Britney Spears,From the Bottom of My Broken Heart,55.0,0.677,0.665,7.0,-5.171,1,0.0305,0.56,1.01e-06,0.338,0.706,74.981,5.208883333,4,9
+Luke Bryan,Rain Is A Good Thing,66.0,0.622,0.932,11.0,-4.66,0,0.0498,0.105,2.37e-06,0.328,0.519,108.051,2.936,4,4
+Danzig,Her Black Wings,43.0,0.585,0.671,4.0,-10.897,1,0.0466,0.0118,8.12e-05,0.104,0.49,146.287,287240.0,4,10
+Nate Richert,The Girl I Haven't Met,37.0,0.636,0.256,3.0,-12.127,1,0.0353,0.89,0.00414,0.117,0.274,104.921,2.98955,4,0
+Bodysnatcher,Break The Cycle,39.0,0.301,0.921,1.0,-3.689,1,0.153,0.00051,0.0059,0.0626,0.165,100.662,235239.0,4,8
+Red Handed Denial,Empire,39.0,0.41,0.959,8.0,-4.425,1,0.0738,3.59e-06,0.000163,0.388,0.375,149.983,190812.0,4,8
+The Cure,Friday I'm In Love,75.0,0.526,0.763,,-12.663,0,0.0341,0.00126,6.75e-05,0.359,0.514,136.205,215160.0,4,10
+Stepan I Meduza,–°–Ω–µ–∂–∞–Ω–∞,30.0,0.573,0.954,9.0,-5.576,0,0.0322,0.0262,0.114,0.144,0.685,128.011,243755.0,4,6
+CABAL,Death March,38.0,0.381,0.96,9.0,-5.177,0,0.137,2.31e-05,,0.318,0.236,175.994,191080.0,4,8
+Linkin Park,BURN IT DOWN,74.0,0.585,0.972,9.0,-4.45,0,0.0534,0.0143,,0.0707,0.585,110.006,230253.0,4,10
+DREAMERS,Heat Seeker,60.0,0.5,0.949,1.0,-3.123,1,0.0833,0.00847,,0.514,0.648,159.824,175343.0,4,10
+Salem,DRACULADS,40.0,0.357,0.94,6.0,-2.74,0,0.158,0.00323,2.28e-05,0.206,0.444,174.978,137143.0,3,10
+Dead Or Alive,You Spin Me Round (Like a Record),72.0,0.554,0.963,6.0,-3.762,0,0.035,0.000244,0.0702,0.431,0.918,128.175,195147.0,4,10
+Nelson Freitas,Tellin Me Something,56.0,0.808,0.792,7.0,-4.436,1,0.113,0.0189,0.0115,0.0876,0.542,99.027,167876.0,4,9
+SOJA,Walk Away,50.0,0.857,0.746,9.0,-4.235,0,0.03,0.0813,1.12e-05,0.284,0.813,112.008,231649.0,4,10
+DYGL,Sink,44.0,0.654,0.472,4.0,-9.441,1,0.0266,0.709,0.0523,0.123,0.282,82.976,225106.0,4,10
+North Mississippi Allstars,Bump that Mother,27.0,0.725,0.6,1.0,-8.296,1,0.0397,0.0718,0.000289,0.198,0.667,84.02,191933.0,4,2
+Surfaces,Sunday Best,82.0,0.878,0.525,5.0,-6.832,1,0.0578,0.183,,0.0714,0.694,112.022,158571.0,4,9
+Small Town Titans,Let Me Breathe,36.0,0.472,0.951,3.0,-3.357,1,0.0528,3.81e-05,,0.105,0.566,77.494,317032.0,4,8
+Marina Maximilian,Easy Life,21.0,0.403,0.579,5.0,-8.123,0,0.0388,0.128,0.0219,0.096,0.236,100.019,209400.0,4,9
+Sundara Karma,Flame,58.0,0.528,0.855,7.0,-4.641,1,0.051,0.00113,,0.281,0.206,100.042,227367.0,4,6
+Lata Mangeshkar,Chal Chal Re Kanhai Chhalia,,0.492,0.312,5.0,-12.445,1,0.123,0.986,0.914,0.227,0.891,83.447,3.292733333,3,3
+Badfinger,Name Of The Game - Remastered 2010,39.0,0.324,0.566,9.0,-8.765,1,0.0295,0.032,0.00536,0.138,0.292,138.414,321160.0,4,10
+Arlo Parks,Hurt,60.0,0.675,0.38,4.0,-8.622,0,0.0315,0.715,0.000201,0.174,0.7,94.92,216095.0,4,1
+Yehudit Ravitz,הילדה הכי יפה בגן,39.0,0.597,0.184,2.0,-18.215,1,0.0537,0.937,,0.115,0.427,73.037,148107.0,4,10
+Guitar Tom and the High Cats,Favourite Song,36.0,0.446,0.974,9.0,-5.626,1,0.043,2.45e-05,0.00352,0.227,0.407,99.148,149053.0,4,10
+Ronkini Gupta,Anjuman,22.0,0.563,0.542,11.0,-5.414,1,0.114,0.951,1.68e-05,0.0954,0.653,83.226,3.648866667,4,0
+Shannon Curfman,Few And Far Between,38.0,0.574,0.627,11.0,-6.182,0,0.122,0.0846,,0.0351,0.864,190.415,234160.0,4,2
+Chappaqua Wrestling,The Rift,44.0,0.294,0.675,5.0,-3.562,1,0.0435,3.15e-05,0.000711,0.321,0.37,148.186,228853.0,4,10
+Sólstafir,Ótta,46.0,0.0916,0.463,3.0,-10.333,1,0.0331,0.509,0.873,0.328,0.0412,86.505,578000.0,4,8
+Sleeper,Inbetweener,43.0,0.416,0.898,5.0,-7.609,1,0.0499,0.000105,,0.796,0.802,134.984,199493.0,4,6
+Zack Tabudlo,Nangangamba,75.0,0.62,0.547,1.0,-6.772,1,0.0248,0.112,,0.19,0.208,98.032,210355.0,4,9
+Feeder,Feeling A Moment,51.0,0.261,0.66,4.0,-4.483,1,0.0394,0.0199,0.0127,0.266,0.198,166.68,248760.0,4,10
+The Groundhogs,Eccentric Man - 2003 Remastered Version,34.0,0.498,0.734,,-8.522,1,0.0451,0.0198,0.0583,0.244,0.64,110.034,304933.0,4,2
+Tessa Violet,Games,61.0,0.682,0.736,1.0,-5.004,1,0.0458,0.017,,0.14,0.812,150.021,209748.0,4,9
+Salt-N-Pepa,Let's Talk About Sex,61.0,0.863,0.543,6.0,-13.497,1,0.13,0.0507,,0.241,0.799,106.929,213267.0,4,5
+Wilkinson,Keep Dancing,59.0,0.553,0.893,9.0,-4.062,0,0.0545,0.0502,0.00145,0.145,0.138,174.019,220690.0,4,9
+Laura Evans,Solo,24.0,0.535,0.534,11.0,-8.98,0,0.0349,0.337,,0.222,0.396,169.938,206495.0,4,2
+Gas Giant,Too Stoned,36.0,0.186,0.811,1.0,-3.859,1,0.0403,0.000119,0.0439,0.0984,0.164,148.019,371984.0,4,10
+Mallory Knox,Ghost in the Mirror,38.0,0.306,0.989,6.0,-1.487,0,0.0815,0.000993,0.000273,0.376,0.416,173.938,216160.0,4,10
+"WizKid, Tems",Essence (feat. Tems),78.0,0.849,0.707,,-6.002,1,0.113,0.0266,8.58e-06,0.618,0.602,104.027,4.134,4,9
+Aesthetic Perfection,S E X,46.0,0.572,0.838,10.0,-4.93,0,0.0394,0.000223,1.03e-05,0.252,0.345,107.004,220554.0,4,8
+The Blue Stones,Black Holes (Solid Ground),60.0,0.559,0.845,11.0,-4.236,0,0.0362,0.00757,3.66e-05,0.115,0.262,91.98,185960.0,4,1
+Winona Oak,Piano In The Sky,58.0,0.5,0.28,7.0,-10.764,0,0.0404,0.88,2.6e-06,0.102,0.0832,92.457,190253.0,4,9
+Claire Rosinkranz,Frankenstein,60.0,0.826,0.745,2.0,-6.091,1,0.141,0.13,1.32e-05,0.178,0.883,119.92,202249.0,4,9
+Dorothy,Who Do You Love,37.0,0.22,0.848,10.0,-3.686,1,0.0501,0.0429,0.000175,0.142,0.389,121.948,253613.0,4,8
+Palma Violets,Best of Friends,44.0,0.237,0.88,,-3.945,1,0.0505,8.54e-06,0.842,0.085,0.309,130.128,210067.0,4,6
+Lake Haze,Dog Walking in the Park,48.0,0.805,0.775,5.0,-8.329,0,0.0365,0.707,0.9,0.11,0.715,134.999,233744.0,4,6
+Witchcraft,Deconstruction,48.0,0.297,0.872,3.0,-5.881,0,0.0405,0.000119,0.0232,0.32,0.533,80.384,309987.0,4,8
+"Galantis, David Guetta, Little Mix",Heartbreak Anthem (with David Guetta & Little Mix),89.0,0.595,0.784,1.0,-4.878,1,0.102,0.216,,0.0608,0.479,124.111,3.0621,4,9
+The Audition,Warm Me Up,46.0,0.474,0.948,8.0,-2.487,0,0.057,0.00855,,0.123,0.75,163.029,212187.0,4,10
+"Purbayan Chatterjee, Kaushiki Chakraborty, Yogesh Samsi, V. Selvaganesh",Sargam Surge,8.0,0.538,0.828,9.0,-11.304,1,0.0831,0.391,0.744,0.146,0.773,128.03,2.353733333,4,0
+Lake Street Dive,I Can Change,60.0,0.546,0.193,,-11.903,1,0.0426,0.868,4.18e-05,0.087,0.311,139.795,191693.0,4,9
+Russ,SMALL TALK,72.0,0.794,0.649,1.0,-4.294,1,0.348,0.0584,,0.314,0.611,144.343,121148.0,4,5
+Bad Bunny,PA' ROMPERLA,73.0,0.772,0.83,7.0,-5.019,1,0.0599,0.016,,0.0843,0.697,94.011,194200.0,4,9
+Garbage,Queer,44.0,0.553,0.621,10.0,-7.474,0,0.0274,0.00591,0.00247,0.347,0.425,95.055,276493.0,4,1
+Gregory Alan Isakov,The Stable Song,65.0,0.625,0.432,2.0,-11.948,1,0.0283,0.633,0.00242,0.127,0.361,137.926,360933.0,4,9
+Fit For A King,Breaking the Mirror,56.0,0.348,0.958,10.0,-4.19,0,0.112,3.95e-06,0.000225,0.0744,0.434,185.774,214211.0,4,8
+Red Hot Chili Peppers,Parallel Universe,63.0,0.343,0.983,,-2.359,0,0.212,0.00107,0.296,0.0708,0.186,124.536,269360.0,4,10
+Pictish Trail,Dream Wall,27.0,0.314,0.287,9.0,-12.141,1,0.0291,0.856,0.00731,0.0966,0.0374,58.344,281040.0,4,6
+Sharon Jones & The Dap-Kings,Call On God,35.0,0.47,0.492,5.0,-7.204,1,0.0317,0.657,,0.199,0.478,120.311,217920.0,3,2
+Oakwood Station,Blue Spaces,51.0,0.49,0.157,,-18.181,1,0.0657,0.922,0.687,0.117,0.262,191.828,3.055766667,3,7
+The Lonely Island,Boombox,47.0,0.52,0.795,1.0,-3.452,1,0.345,0.177,,0.107,0.394,67.875,193013.0,4,9
+Lyri Hardof Jaffe,Astronaut,7.0,0.72,0.534,2.0,-6.491,1,0.163,0.219,,0.0508,0.203,118.017,216864.0,4,5
+Joe Russo's Almost Dead,Throwing Stones - Live 2016-12-30,17.0,0.382,0.443,2.0,-15.925,1,0.0474,0.375,0.387,0.874,0.341,100.425,1069773.0,4,10
+Bea Miller,FEEL SOMETHING DIFFERENT,62.0,0.78,0.715,,-4.606,1,0.102,0.125,9.31e-06,0.218,0.365,125.015,207328.0,4,6
+Layto,Hate Me,9.0,0.688,0.779,5.0,-5.988,1,0.0406,0.0221,,0.08,0.505,133.97,168500.0,4,9
+Shalom Gad,ההונאה של המאה,20.0,0.353,0.546,11.0,-7.88,0,0.0307,0.255,,0.121,0.48,93.056,174683.0,4,10
+All Them Witches,41,44.0,0.406,0.819,5.0,-6.8,0,0.0392,0.0134,0.504,0.371,0.25,123.763,320351.0,1,10
+Great Peacock,Let You Go,32.0,0.616,0.616,7.0,-8.662,1,0.0282,0.00104,0.0806,0.178,0.598,117.997,286891.0,4,10
+Eternal Void,Willow,18.0,0.373,0.989,7.0,-3.861,1,0.166,9.96e-06,0.387,0.086,0.102,120.069,251427.0,4,8
+Mark Deutrom,The Happiness Machine,20.0,0.65,0.533,,-8.634,0,0.0425,0.00118,0.403,0.0348,0.643,142.208,256713.0,1,8
+Slaves,Chokehold,41.0,0.609,0.88,11.0,-4.391,0,0.0676,0.00061,0.0182,0.0814,0.645,120.006,203547.0,4,1
+Earl King,Mother's Love,36.0,0.572,0.552,9.0,-9.134,1,0.0507,0.512,0.00825,0.0836,0.489,95.06,163293.0,3,2
+Octo Octa,Find Your Way Home,47.0,0.788,0.871,1.0,-8.016,0,0.0471,0.0207,0.876,0.0677,0.534,127.999,497138.0,4,1
+"Wolfgang Amadeus Mozart, Mirijam Contzen, Bayerische Kammerphilharmonie, Reinhard Goebel","Violin Concerto No. 5 in A Major, K. 219, ""Turkish"": II. Adagio",20.0,0.283,0.0595,4.0,-19.631,1,0.0456,0.95,0.0345,0.11,0.143,137.768,6.880216667,3,7
+Red Hot Chili Peppers,Breaking the Girl,62.0,0.348,0.686,8.0,-12.748,0,0.0319,0.0233,0.00256,0.145,0.635,178.466,295373.0,3,10
+Gracie and Rachel,Speak (Future Generations Remix),24.0,0.753,0.321,5.0,-9.758,1,0.0897,0.16,0.000624,0.117,0.504,152.04,180276.0,4,6
+Backstreet Boys,Bye Bye Love,34.0,0.762,0.691,6.0,-3.761,0,0.033,0.0556,,0.242,0.713,126.978,4.341333333,4,9
+Kushal Chokshi,Kaahe Kanha,30.0,0.593,0.857,10.0,-5.858,0,0.108,0.255,0.0035,0.205,0.448,124.842,2.632,4,0
+Olivia Rodrigo,traitor,94.0,0.38,0.339,3.0,-7.885,1,0.0338,0.691,,0.12,0.0849,100.607,3.82045,4,9
+Cloud Nothings,The Spirit Of,31.0,0.136,0.945,11.0,-7.602,0,0.13,0.000312,0.0883,0.203,0.485,188.429,150629.0,4,10
+Bruce Springsteen,Thunder Road,,0.37,0.673,5.0,-8.507,1,0.0338,0.683,3.75e-05,0.387,0.666,140.302,4.81,4,0
+Mabes,Bigger Picture,34.0,0.532,0.375,6.0,-7.969,0,0.0437,0.776,,0.1,0.535,170.341,195658.0,4,9
+"Bhavya Pandit, Avijeet Satapathy",Ghir Ghir Ke,,0.512,0.726,1.0,-5.846,1,0.0653,0.207,0.0218,0.131,0.426,80.015,4.119266667,4,0
+Sugar High,Alone,35.0,0.475,0.43,2.0,-10.652,1,0.0252,0.446,0.322,0.126,0.058,77.951,182000.0,4,6
+Nirvana,About A Girl,71.0,0.409,0.932,11.0,-4.538,0,0.0339,1.87e-05,1.6e-06,0.31,0.591,131.761,166640.0,4,10
+HILMA,After the Storm,43.0,0.187,0.0275,5.0,-27.442,0,0.0348,0.977,0.866,0.116,0.0894,81.322,2.9375,4,7
+Queen,Heaven For Everyone - Remastered 2011,58.0,0.593,0.425,,-9.775,1,0.0288,0.29,1.34e-06,0.167,0.268,110.208,336160.0,4,10
+The Pale White,Glue,38.0,0.301,0.887,4.0,-3.68,1,0.0525,0.00237,1.6e-05,0.197,0.622,176.054,217246.0,4,10
+YoungBoy Never Broke Again,White Teeth,68.0,0.638,0.66,3.0,-7.115,0,0.299,0.246,,0.134,0.738,157.996,174684.0,4,5
+Body Count,Body Count's in the House,49.0,0.478,0.953,8.0,-7.294,1,0.0892,0.0328,0.000508,0.597,0.407,96.622,204200.0,4,10
+Hunter Hayes,Wanted,68.0,0.421,0.476,,-7.692,1,0.0298,0.268,,0.0816,0.3,169.784,3.814,4,4
+Anne Murray,Shadows In The Moonlight,39.0,0.63,0.689,,-5.927,1,0.0253,0.00351,4.7e-05,0.103,0.422,104.683,3.49555,4,4
+Goldpark,Beautiful Desperation,36.0,0.331,0.914,6.0,-4.251,0,0.0845,0.000949,,0.0807,0.375,160.04,195536.0,4,6
+TOOL,Schism,69.0,0.567,0.714,9.0,-8.512,0,0.0302,0.0012,0.417,0.186,0.191,107.441,403533.0,3,8
+Osi And The Jupiter,Grå Hest,34.0,0.48,0.347,7.0,-12.288,1,0.0316,0.658,0.996,0.106,0.228,117.299,189545.0,4,8
+Homeschool,Smartest Man (feat. Samia),40.0,0.581,0.576,1.0,-6.938,1,0.0276,0.207,1.74e-05,0.109,0.526,77.001,221760.0,4,1
+Tones And I,Fly Away,82.0,0.806,0.513,4.0,-6.208,1,0.0685,0.217,,0.217,0.503,124.988,178157.0,4,9
+Shy Glizzy,Ridiculous,48.0,0.826,0.5,7.0,-8.266,1,0.147,0.0445,,0.202,0.493,130.014,200368.0,4,5
+Sy Ari Da Kid,Top 10,41.0,0.561,0.543,1.0,-10.709,0,0.283,0.624,,0.324,0.908,79.337,211958.0,4,5
+Dead Quiet,Of Sound and Fury,24.0,0.262,0.925,,-7.136,1,0.0721,0.00305,0.0151,0.075,0.374,84.963,365684.0,4,8
+Live,Lightning Crashes,67.0,0.385,0.433,11.0,-9.256,1,0.0435,0.241,7.07e-06,0.11,0.427,89.974,325600.0,4,10
+Onyx,Slam,62.0,0.876,0.71,11.0,-12.908,1,0.347,0.0654,0.00312,0.918,0.724,98.305,218333.0,4,5
+Amy Allen,Difficult,43.0,0.768,0.523,2.0,-5.088,1,0.0374,0.343,7.56e-05,0.1,0.538,115.934,200320.0,4,6
+Still Woozy,Goodie Bag,77.0,0.739,0.522,7.0,-12.304,0,0.151,0.821,0.00124,0.233,0.619,138.263,146390.0,4,9
+Keb' Mo',Howl For Me Daddy,32.0,0.649,0.71,4.0,-6.656,0,0.0875,0.424,0.0243,0.118,0.733,149.928,145480.0,4,2
+Flea,I Make My Own Rules,11.0,0.723,0.989,2.0,-2.944,1,0.176,0.0565,,0.689,0.333,105.986,273373.0,4,10
+The Rods,Let Them Eat Metal,43.0,0.626,0.721,9.0,-6.35,0,0.0305,0.0014,0.00575,0.203,0.493,116.414,237440.0,4,8
+Helena Deland,Lylz,28.0,0.672,0.696,1.0,-7.885,1,0.034,0.547,0.629,0.175,0.455,112.762,183068.0,4,6
+Flotsam & Jetsam,Burn the Sky,36.0,0.405,0.983,11.0,-5.272,1,0.11,2.7e-06,1.47e-05,0.372,0.275,174.959,266920.0,4,8
+My Perfect End,River of Denial,27.0,0.458,0.992,1.0,-1.836,0,0.113,0.00035,0.0419,0.347,0.414,164.978,231080.0,4,8
+Persona La Ave,GottasaythatIneedyou,30.0,0.679,0.684,8.0,-7.691,1,0.166,0.124,0.45,0.587,0.786,169.939,324800.0,3,6
+Arlo Parks,Hope,57.0,0.59,0.521,1.0,-8.823,0,0.0335,0.404,0.000101,0.357,0.423,99.165,270067.0,4,9
+Basement,Disconnect,29.0,0.385,0.979,3.0,-3.436,1,0.109,0.000934,,0.282,0.25,154.977,209213.0,4,10
+The Velvet Underground,Rock & Roll,60.0,0.494,0.735,5.0,-8.347,1,0.0345,0.00401,3.14e-06,0.544,0.742,132.526,283000.0,4,6
+Bishop Gunn,Alabama,56.0,0.472,0.626,9.0,-8.499,1,0.0849,0.312,0.00243,0.121,0.296,75.007,214293.0,4,10
+Tuns,In Another Life,27.0,0.537,0.828,4.0,-4.707,1,0.0451,0.057,0.000159,0.164,0.795,133.816,155594.0,4,10
+Sowulo,Spatle «¢ghwas,39.0,0.379,0.452,2.0,-10.551,1,0.0313,0.224,0.116,0.105,0.0928,119.929,260000.0,4,8
+Machine Gun Kelly,my ex's best friend (with blackbear),85.0,0.731,0.675,5.0,-5.134,0,0.0434,0.00473,,0.141,0.298,124.939,139461.0,4,9
+Rabea Massaad,Brute Force,38.0,0.504,0.964,1.0,-8.113,1,0.13,2.53e-06,0.746,0.0728,0.224,125.03,150125.0,4,8
+Hurts,Miracle,42.0,0.396,0.813,2.0,-3.911,0,0.0348,0.0114,3.94e-06,0.324,0.422,85.019,224973.0,4,10
+Elder,Illusory Motion,42.0,0.311,0.619,3.0,-9.076,1,0.0314,0.0377,0.894,0.109,0.241,79.92,593387.0,4,10
+Big Ups,Fear,24.0,0.464,0.41,4.0,-8.721,1,0.0435,0.0954,0.0902,0.284,0.232,126.682,283850.0,3,1
+Josh Teskey,Hungry Heart,40.0,0.702,0.206,1.0,-10.468,1,0.0394,0.835,1.95e-05,0.0932,0.54,122.839,201302.0,4,10
+Noam Rotem,השמיכה הלבנה,23.0,0.489,0.738,9.0,-10.405,1,0.0383,0.0885,0.349,0.104,0.514,141.912,172300.0,4,10
+Netta,Supercalifragilisticexpialidocious,31.0,0.878,0.46,8.0,-11.155,1,0.701,0.227,,0.081,0.937,82.003,183597.0,4,9
+Tash Sultana,Mystik,54.0,0.548,0.699,2.0,-7.149,0,0.0517,0.0223,0.000392,0.0903,0.308,132.798,249296.0,4,6
+Rowdy Rebel,Jesse Owens (feat. NAV),63.0,0.821,0.745,10.0,-4.844,0,0.286,0.0653,,0.166,0.432,142.023,185785.0,4,5
+The Cure,A Night Like This,47.0,0.634,0.868,6.0,-6.858,0,0.0287,0.00867,0.00656,0.205,0.655,121.955,256320.0,4,10
+Kembe X,Back At It,46.0,0.489,0.832,2.0,-5.717,1,0.19,0.208,2.02e-06,0.139,0.253,148.068,194605.0,4,5
+Elvin T,Get Close - Edit,,0.705,0.862,,-5.962,0,0.0921,0.0884,0.918,0.26,0.424,125.303,237342.0,4,1
+Kali Uchis,telepatía,88.0,0.653,0.524,11.0,-9.016,0,0.0502,0.112,,0.203,0.553,83.97,2.66985,4,9
+Loud Luxury,Body,75.0,0.752,0.764,1.0,-4.399,1,0.038,0.0476,9.44e-05,0.0543,0.582,121.958,163216.0,4,9
+The Elovaters,Let It All Out,49.0,0.719,0.883,3.0,-5.948,1,0.0308,0.0469,0.000981,0.438,0.964,132.992,275244.0,4,10
+O.R.k.,Kneel to Nothing,29.0,0.384,0.79,2.0,-6.104,0,0.0457,0.00518,6.56e-05,0.117,0.404,167.989,278227.0,4,10
+Eyal Golan,נראתה לאחרונה,35.0,0.711,0.731,2.0,-6.016,0,0.0346,0.213,3.38e-06,0.133,0.66,104.999,236312.0,4,9
+Patrick Paige II,Whisper (Want My Luv),52.0,0.725,0.629,4.0,-6.208,0,0.0461,0.172,0.0186,0.347,0.499,91.961,229558.0,4,5
+Yehudit Ravitz,ארבע לפנות בוקר,28.0,0.86,0.5,9.0,-12.881,1,0.0435,0.642,0.000473,0.0822,0.972,125.562,188040.0,4,10
+Creedence Clearwater Revival,Fortunate Son,82.0,0.64,0.663,,-7.516,1,0.0374,0.201,0.00806,0.152,0.663,132.77,140773.0,4,10
+Pratik Tushar,Uncooked Blues,15.0,0.403,0.206,4.0,-17.154,1,0.0522,0.829,0.843,0.136,0.5,90.689,179003.0,4,6
+Tigercub,Stop Beating on My Heart (Like a Bass Drum),45.0,0.493,0.711,5.0,-5.994,1,0.0684,0.00496,2.71e-05,0.519,0.313,138.032,225068.0,4,1
+John Denver,"Take Me Home, Country Roads",77.0,0.255,0.43,9.0,-12.564,1,0.0322,0.546,1.87e-05,0.188,0.546,164.267,197813.0,4,9
+Fruit Bats,Shane,53.0,0.678,0.789,2.0,-10.243,1,0.0277,0.00227,0.575,0.324,0.745,125.941,221326.0,4,6
+Enslaved,Loke,30.0,0.189,0.995,11.0,-7.07,1,0.116,2.86e-06,0.88,0.771,0.0336,81.58,261920.0,4,8
+Spring King,Us Vs Them,24.0,0.548,0.895,9.0,-4.408,1,0.0356,0.0318,,0.162,0.654,117.083,222111.0,4,10
+Iron Maiden,The Wicker Man - 2015 Remaster,57.0,0.424,0.98,4.0,-4.33,0,0.154,0.000855,5.72e-06,0.129,0.296,101.502,275253.0,4,8
+Youngest,בא לך עליי,18.0,0.469,0.565,5.0,-7.408,0,0.204,0.196,,0.206,0.352,95.022,193263.0,4,5
+Limp Bizkit,Break Stuff,74.0,0.432,0.884,8.0,-6.659,1,0.13,0.0127,0.000527,0.166,0.624,108.948,166707.0,4,10
+Quicksand,Inversion,41.0,0.424,0.944,11.0,-2.552,0,0.0391,9.04e-06,1.09e-05,0.357,0.389,158.089,158333.0,4,6
+Jonny Lang,Before You Hit The Ground,41.0,0.724,0.876,11.0,-5.854,0,0.0873,0.16,0.00278,0.116,0.812,92.169,234133.0,4,10
+"Lata Mangeshkar, Babla Mehta",Tere Mere Honthon Pe,30.0,0.262,0.419,6.0,-17.099,1,0.041,0.807,1.08e-05,0.0932,0.356,73.918,5.553333333,3,3
+Broken Bells,After the Disco,53.0,0.729,0.74,9.0,-5.444,1,0.0258,0.00226,0.0305,0.13,0.966,115.984,219293.0,4,6
+Dudu Aharon,מעליות,23.0,0.695,0.727,,-6.589,0,0.0405,0.0573,,0.19,0.537,101.992,197667.0,4,9
+Fates Warning,Scars,25.0,0.547,0.922,4.0,-6.352,1,0.0986,0.00211,0.0275,0.112,0.31,121.978,304932.0,4,8
+JP Cooper,Holy Water,25.0,0.58,0.616,9.0,-5.928,0,0.0406,0.184,,0.148,0.528,78.943,219438.0,4,9
+Bubba Sparxxx,Ugly,14.0,0.76,0.831,6.0,-5.743,1,0.164,0.265,8.12e-05,0.201,0.712,90.81,265227.0,4,5
+Agnes Obel,September Song,62.0,0.23,0.0971,,-27.043,1,0.0415,0.934,0.764,0.106,0.133,134.926,204332.0,1,6
+Allah-Las,Catamaran,52.0,0.564,0.846,4.0,-5.897,0,0.0437,0.00692,0.00175,0.0452,0.696,122.035,212986.0,4,9
+Black Sabbath,The Wizard,53.0,0.523,0.706,2.0,-11.521,1,0.0935,0.0307,0.000274,0.337,0.407,99.684,260640.0,4,8
+Rich The Kid,Richard Mille Patek,64.0,0.722,0.635,,-4.59,0,0.363,0.219,,0.272,0.557,68.461,153005.0,4,5
+Gene Loves Jezebel,Break the Chain,42.0,0.664,0.815,9.0,-6.839,0,0.0306,0.0025,5.16e-05,0.604,0.594,118.451,288400.0,4,10
+"Timeflies, Kira Kosarin",Raincoat - Acoustic,52.0,0.709,0.285,10.0,-7.503,1,0.0795,0.618,,0.154,0.438,76.884,3.59421667,4,0
+Golden Earring,Twilight Zone,52.0,0.656,0.756,11.0,-6.516,0,0.0399,0.00785,3.49e-05,0.0927,0.542,118.56,478107.0,4,10
+Survivor,High on You,55.0,0.659,0.714,7.0,-9.811,1,0.0321,0.398,1.15e-05,0.174,0.871,125.152,248200.0,4,10
+Morrissey,Back on the Chain Gang,53.0,0.49,0.841,9.0,-7.452,1,0.0342,8.01e-05,0.129,0.119,0.718,152.087,231000.0,4,6
+"Igor Stravinsky, Concertgebouworkest, Riccardo Chailly",Apollon musagète (1947 Version): 8. Pas de deux (Apollo And Terpsichore),21.0,0.0993,0.0154,,-34.797,1,0.0375,0.942,0.47,0.064,0.0764,88.646,3.916666667,4,7
+Cautious Clay,Cold War,68.0,0.654,0.47,1.0,-10.383,0,0.0586,0.274,0.249,0.103,0.462,77.083,202597.0,4,6
+Dudu Tassa,לשים ת'ראש,22.0,0.488,0.874,6.0,-4.059,0,0.0353,5.89e-05,0.0053,0.102,0.525,99.945,269165.0,4,10
+Eagles Of Death Metal,I Only Want You,45.0,0.547,0.945,9.0,-3.207,1,0.118,0.594,0.00141,0.102,0.902,173.862,168920.0,4,9
+Lata Mangeshkar,Bhai Battur,12.0,0.48,0.467,6.0,-10.235,1,0.0545,0.969,0.00376,0.0843,0.735,131.746,4.707783333,4,3
+Moshe Peretz,איך שאת יפה,18.0,0.363,0.548,,-5.046,1,0.0279,0.493,,0.318,0.374,159.812,254133.0,4,9
+Lion's Share,Aim Higher,31.0,0.573,0.981,4.0,-3.479,1,0.0426,0.000401,0.0055,0.403,0.641,131.037,279031.0,4,8
+Loretta Lynn,Coal Miner's Daughter,,0.6,0.517,9.0,-9.567,1,0.032,0.791,0.0187,0.108,0.645,136.521,3.027766667,4,4
+Martin Luke Brown,Opalite,41.0,0.728,0.664,2.0,-5.543,1,0.0438,0.00973,0.000515,0.37,0.105,104.021,211749.0,4,10
+Tokyo Ska Paradise Orchestra,多重露光 feat.川上洋平,45.0,0.382,0.944,7.0,-2.311,0,0.1,0.0705,,0.323,0.672,97.037,193360.0,4,10
+Deaf Wish,FFS,23.0,0.332,0.943,9.0,-7.401,1,0.0794,0.00198,0.561,0.381,0.125,78.566,133479.0,4,1
+Jack Johnson,My Mind Is For Sale,63.0,0.83,0.682,2.0,-7.16,1,0.134,0.676,0.000367,0.123,0.762,97.849,239840.0,4,9
+prettyboys,WINTER HOOKUP,36.0,0.786,0.46,1.0,-8.028,1,0.241,0.438,2.35e-05,0.114,0.413,139.981,174962.0,4,5
+"Christone ""Kingfish"" Ingram",Rock & Roll,51.0,0.532,0.473,2.0,-7.179,1,0.0295,0.647,8.03e-06,0.0753,0.345,145.072,290483.0,3,10
+Sylvan Esso,Radio,55.0,0.557,0.895,,-6.547,1,0.0329,0.642,0.0186,0.254,0.591,119.993,212333.0,4,6
+Lala Lala,Destroyer,47.0,0.604,0.594,10.0,-6.706,1,0.0259,0.757,0.635,0.148,0.333,109.931,192550.0,4,1
+Sullivan King,LOUD (feat. Jason Aalon from FEVER 333),,0.401,0.969,11.0,-3.636,1,0.157,0.000246,7.84e-06,0.326,0.273,144.706,208000.0,4,8
+Dorothy,Down To The Bottom,55.0,0.613,0.608,11.0,-5.429,0,0.0263,0.0147,,0.245,0.523,87.467,152468.0,4,10
+Winnetka Bowling League,barcelona,57.0,0.549,0.86,10.0,-4.147,1,0.0498,0.017,4.26e-06,0.206,0.512,83.971,225413.0,4,9
+"Dublin, Texas",RF Shannon,43.0,0.513,0.524,8.0,-8.608,0,0.0273,0.0127,0.184,0.0927,0.553,78.381,4.488116667,4,0
+Nirvana,Love Buzz,64.0,0.479,0.865,5.0,-8.281,0,0.0339,3.1e-05,0.228,0.182,0.77,137.902,215203.0,4,1
+Kojey Radical,No Gangster,40.0,0.552,0.627,1.0,-8.455,1,0.344,0.448,0.00711,0.134,0.643,123.59,213947.0,5,5
+Coheed and Cambria,Jessie's Girl 2 - Director's Cut,31.0,0.492,0.942,7.0,-4.201,1,0.0815,0.00518,,0.0875,0.662,155.266,231578.0,4,10
+Austin Meade,Happier Alone,44.0,0.532,0.833,8.0,-6.556,1,0.0357,0.00195,,0.0764,0.429,99.989,224028.0,4,8
+Outline In Color,Why Should You Survive,46.0,0.472,0.932,1.0,-3.894,1,0.246,0.00064,,0.133,0.159,131.948,241800.0,4,8
+Mukesh,Kahin Door Jab Din Dhal Jaye,36.0,0.524,0.423,5.0,-7.392,1,0.0348,0.852,1.04e-06,0.301,0.484,91.372,5.623116667,4,3
+Hannah Jadagu,Sundown,31.0,0.55,0.716,,-5.084,1,0.0397,0.299,0.0396,0.141,0.202,110.027,216367.0,4,6
+Lucia & The Best Boys,Blueheart,29.0,0.348,0.726,,-4.73,1,0.0449,0.000363,0.000142,0.383,0.661,182.587,169164.0,4,10
+שם טוב האבי,האזרח הקטן,42.0,0.668,0.632,1.0,-6.611,1,0.338,0.228,2.91e-06,0.123,0.363,120.156,202372.0,4,5
+In Hearts Wake,Worldwide Suicide,42.0,0.391,0.997,1.0,-2.383,1,0.244,0.000329,0.0074,0.288,0.156,86.44,116500.0,4,8
+Mammoth WVH,Distance,50.0,0.404,0.962,2.0,-5.106,1,0.387,0.000495,0.654,0.384,0.418,177.045,252417.0,4,10
+Lily Rose,Villain,70.0,0.632,0.642,,-7.957,1,0.0646,0.313,,0.092,0.175,107.377,2.9348,4,4
+ZZ Top,La Grange - 2005 Remaster,76.0,0.545,0.64,4.0,-9.937,0,0.224,0.00249,0.0304,0.196,0.606,80.544,230480.0,4,10
+Kid Rock,Bawitdaba,,0.556,0.997,6.0,-1.524,0,0.202,0.0107,0.0355,0.204,0.662,181.005,229107.0,4,8
+Skylar Spence,Kratos in Love,38.0,0.718,0.776,7.0,-7.046,0,0.0329,0.00338,0.369,0.239,0.677,127.006,170635.0,4,6
+The New Mastersounds,Take What You Need,35.0,0.641,0.993,9.0,-3.262,1,0.0504,0.302,0.744,0.41,0.505,105.966,191160.0,4,10
+Peled,לא רוצה לישון,20.0,0.804,0.582,5.0,-10.401,1,0.266,0.439,,0.11,0.461,120.1,281992.0,4,5
+ilyTOMMY,10 outta 10,41.0,0.865,0.286,7.0,-11.117,1,0.34,0.207,,0.108,0.201,79.935,132000.0,4,5
+Richard D. James,#20 (Lichen),33.0,0.162,0.112,,-17.167,1,0.0379,0.954,0.915,0.116,0.0504,70.04,237832.0,3,1
+Moses Boyd,2 Far Gone - Vocal Mix,41.0,0.415,0.79,1.0,-7.349,1,0.0515,0.0192,0.0319,0.132,0.376,123.912,309625.0,4,1
+Cage The Elephant,Cigarette Daydreams,78.0,0.636,0.676,2.0,-3.442,1,0.0263,0.0807,,0.0831,0.273,113.98,208760.0,4,6
+Mike Zito,Death Row,39.0,0.714,0.596,2.0,-8.288,1,0.0288,0.511,0.00718,0.0593,0.665,141.496,247907.0,4,2
+Gary Clark Jr.,This Land,47.0,0.506,0.921,10.0,-2.967,0,0.0606,0.019,8.09e-05,0.0677,0.279,82.033,341667.0,4,10
+Held Down,Laura Marling,54.0,0.476,0.493,7.0,-7.87,1,0.0346,0.178,2.2e-06,0.353,0.412,79.712,4.132,4,0
+VAPERROR,Thickedge,35.0,0.25,0.751,8.0,-9.246,1,0.0554,0.451,0.863,0.11,0.295,180.675,196375.0,5,6
+KennyHoopla,lost cause// (with grandson),54.0,0.698,0.675,4.0,-4.941,0,0.0412,0.000348,0.251,0.0916,0.484,116.02,171285.0,4,10
+DāM-FunK,Night Kruise,37.0,0.792,0.41,11.0,-7.344,1,0.058,0.00226,0.777,0.0898,0.581,103.993,257455.0,4,6
+That Spell,Andrea von Kampen,35.0,0.836,0.335,5.0,-9.608,1,0.0325,0.749,0.0831,0.0884,0.479,128.939,3.391783333,4,0
+Major Murphy,In the Meantime,28.0,0.572,0.931,4.0,-5.403,1,0.0411,0.00103,0.000897,0.106,0.59,121.974,226583.0,4,6
+Billy Adams,Rock Pretty Mama,28.0,0.454,0.683,10.0,-11.151,0,0.0904,0.691,2.45e-06,0.206,0.59,167.226,131400.0,4,10
+Marika Hackman,Realiti,32.0,0.401,0.295,5.0,-10.624,0,0.0305,0.873,0.00096,0.0978,0.166,99.622,186827.0,4,6
+Rannar Sillard,Distant Glow,53.0,0.199,0.045,,-22.016,1,0.0385,0.913,0.93,0.11,0.0513,74.677,2.1886,4,7
+Eva Under Fire,Heroin(e),44.0,0.524,0.896,,-2.425,0,0.0488,0.00938,,0.104,0.376,91.537,199190.0,4,10
+Candlebox,Far Behind,66.0,0.552,0.645,7.0,-6.595,1,0.0268,0.00187,1.38e-06,0.0424,0.588,89.518,299733.0,4,10
+Ghum,Saturn,37.0,0.343,0.701,10.0,-5.365,1,0.0297,0.00225,0.00516,0.115,0.416,91.601,232485.0,4,10
+Lil Wayne,6 Foot 7 Foot,64.0,0.364,0.752,2.0,-5.429,1,0.304,0.0007,,0.318,0.606,79.119,248587.0,4,5
+Carlie Hanson,Gucci Knife (feat. MASN),20.0,0.68,0.623,11.0,-6.657,0,0.0464,0.055,,0.596,0.379,145.002,151642.0,4,9
+AJR,Weak,68.0,0.673,0.637,5.0,-4.518,1,0.0429,0.137,,0.184,0.678,123.98,201160.0,4,9
+Red Garland,Ralph J. Gleason Blues,33.0,0.497,0.315,10.0,-19.926,1,0.0426,0.968,0.875,0.106,0.822,92.858,400373.0,4,2
+Reflections,Cicada,42.0,0.621,0.963,1.0,-4.547,1,0.133,0.00388,9.39e-05,0.444,0.101,95.041,181823.0,4,8
+Backstreet Boys,Unsuspecting Sunday Afternoon,31.0,0.423,0.425,,-5.018,1,0.028,0.208,,0.111,0.228,73.755,3.368216667,4,9
+The Jungle Giants,Treat You Right,56.0,0.664,0.759,9.0,-4.926,0,0.0428,0.0169,0.0025,0.179,0.771,160.023,221466.0,4,6
+Meaningful Stone,Footsteps,19.0,0.666,0.801,9.0,-6.342,1,0.0342,0.292,1.83e-06,0.0893,0.6,119.986,245199.0,4,10
+EKKSTACY,i want to be by your side (feat. herhexx),54.0,0.75,0.593,9.0,-12.074,1,0.0331,0.0792,0.785,0.283,0.846,119.985,157523.0,4,9
+Skegss,Up In The Clouds,51.0,0.553,0.64,,-9.246,1,0.0288,0.0109,,0.205,0.478,104.989,149623.0,4,1
+The Verve,Lucky Man,65.0,0.407,0.663,2.0,-7.591,1,0.0305,0.255,0.000166,0.0913,0.211,75.989,293587.0,4,6
+Lost Symphony,Conflagration,25.0,0.143,0.954,4.0,-5.157,0,0.172,0.000102,0.923,0.393,0.142,94.851,281660.0,3,8
+Genesis,Follow You Follow Me - Remastered 2007,63.0,0.531,0.747,7.0,-9.368,1,0.0344,0.146,0.0722,0.07,0.761,93.559,240991.0,4,10
+The Spencer Davis Group,I'm A Man,2.0,0.281,0.614,,-9.066,1,0.0551,0.088,,0.252,0.498,134.665,522267.0,4,10
+Ray Charles,Georgia on My Mind - Original Master Recording,60.0,0.138,0.399,7.0,-8.756,1,0.0311,0.782,3.65e-06,0.188,0.296,179.93,217415.0,4,5
+Foreign Air,Monsters,50.0,0.552,0.673,9.0,-4.9,0,0.0298,0.00553,,0.114,0.174,89.993,224053.0,4,10
+Polyphia,LIT,46.0,0.54,0.789,1.0,-5.27,0,0.0382,0.00414,0.207,0.124,0.54,99.022,252464.0,4,8
+Donny Hathaway,Little Ghetto Boy,41.0,0.535,0.509,6.0,-7.519,0,0.0562,0.729,3.59e-06,0.601,0.594,92.249,232093.0,4,5
+Echo & the Bunnymen,The Cutter,51.0,0.471,0.955,7.0,-5.219,1,0.121,0.00485,1.44e-06,0.162,0.35,139.266,232746.0,4,1
+We Three Trio,Skating,49.0,0.526,0.341,10.0,-17.948,0,0.036,0.886,0.921,0.0953,0.169,123.366,3.283333333,3,7
+Rostam,These Kids We Knew,46.0,0.675,0.649,4.0,-8.937,1,0.0562,0.334,0.0655,0.11,0.496,148.0,148267.0,4,6
+Wale,JUNE 5th / QueenZnGodZ,30.0,0.701,0.839,1.0,-3.583,0,0.259,0.575,,0.0943,0.527,86.504,309615.0,4,5
+Trash Boat,Silence Is Golden,55.0,0.463,0.908,10.0,-4.373,0,0.0756,0.00893,2.82e-06,0.366,0.459,99.993,204745.0,4,6
+Freak Kitchen,Raw,40.0,0.536,0.796,3.0,-9.392,0,0.034,0.00297,0.12,0.0559,0.696,95.902,258640.0,4,8
+Thomas Rhett,Unforgettable,69.0,0.661,0.75,7.0,-5.497,1,0.0314,0.0303,0.000132,0.0849,0.828,130.077,2.618,4,4
+DUSTY LOCANE,MOVE DOLEY,61.0,0.792,0.676,2.0,-8.825,1,0.344,0.208,1.65e-06,0.103,0.68,143.877,200078.0,4,5
+The Order,Supreme Hypocrisy,27.0,0.548,0.967,7.0,-4.182,1,0.0381,0.00012,0.0744,0.0636,0.365,102.968,235733.0,4,8
+Paris Green,Redrum,23.0,0.616,0.784,10.0,-8.2,0,0.0366,6.57e-05,0.902,0.0717,0.368,121.999,352636.0,4,1
+George Clanton,Driving in My Car,43.0,0.597,0.678,1.0,-6.391,1,0.0261,0.0278,0.882,0.117,0.646,97.003,217940.0,4,9
+Surfing,Lifetime,40.0,0.523,0.923,5.0,-7.203,0,0.0329,0.00152,0.878,0.353,0.796,94.012,203387.0,4,6
+"Hemant Kumar, Geeta Dutt",Jai Jagdish Hare,11.0,0.312,0.347,1.0,-9.723,1,0.0297,0.971,0.172,0.422,0.308,90.522,3.186883333,4,3
+Blxst,Fck Boys,70.0,0.63,0.491,4.0,-5.549,0,0.41,0.766,,0.101,0.497,98.368,163200.0,4,5
+"Leonard Cohen, Sheku Kanneh-Mason, Didier Osindero, Alinka Rowe, Yong Jun Lee",Hallelujah (Arr. Hodge for Cello and Strings),50.0,0.159,0.0321,9.0,-22.421,0,0.0565,0.977,0.696,0.0963,0.142,180.407,3.442,3,7
+Weezer,Why Bother?,47.0,0.55,0.965,3.0,-3.819,1,0.0679,0.0309,,0.11,0.601,140.344,128400.0,4,10
+Elm Tree Circle,Feel the Burn,18.0,0.371,0.899,6.0,-4.056,1,0.0657,2.99e-05,0.000158,0.0367,0.524,139.922,172458.0,4,10
+Roddy Ricch,Roll Dice,57.0,0.876,0.443,2.0,-8.995,1,0.178,0.279,,0.105,0.496,153.029,170995.0,3,5
+Joanne Shaw Taylor,Here Comes the Flood,31.0,0.233,0.951,10.0,-4.393,0,0.0843,0.000299,0.579,0.351,0.655,182.737,315178.0,4,2
+8485,southview,44.0,0.424,0.691,9.0,-5.823,1,0.0558,0.0785,,0.0818,0.27,143.97,170031.0,4,1
+Roachford,Cuddly Toy,49.0,0.664,0.837,10.0,-9.027,0,0.0497,0.107,,0.293,0.732,125.628,3.8,4,10
+Omer Adam,Names Mimeh,31.0,0.552,0.875,,-4.192,0,0.077,0.238,,0.11,0.635,164.0,233053.0,4,9
+Nick Mulvey,Moment Of Surrender,54.0,0.61,0.662,2.0,-9.182,1,0.0402,0.57,0.00846,0.13,0.527,104.122,299180.0,4,1
+Britney Spears,...Baby One More Time,78.0,0.759,0.699,,-5.745,0,0.0307,0.202,0.000131,0.443,0.907,92.96,3.517783333,4,9
+Verzache,The Loser,73.0,0.748,0.297,1.0,-10.613,1,0.132,0.485,0.27,0.138,0.114,123.983,131587.0,4,6
+Gugun Power Trio,Vixen Eyes,35.0,0.687,0.853,6.0,-7.761,1,0.0567,0.0801,0.00171,0.109,0.918,110.051,256680.0,4,2
+The Sounds,No One Sleeps When I’m Awake,42.0,0.527,0.851,6.0,-4.117,1,0.0438,0.00156,1.52e-05,0.147,0.519,131.968,264307.0,4,1
+Phat Phunktion,Well Run Dry,40.0,0.71,0.914,9.0,-3.592,1,0.0749,0.0602,0.00377,0.165,0.742,125.039,244840.0,4,2
+Wallie the Sensei,03 Flow,,0.775,0.38,1.0,-12.778,1,0.183,0.65,,0.0654,0.507,92.008,208500.0,4,5
+Akiva,אל תעזבי ידיים,50.0,0.598,0.455,1.0,-7.951,0,0.0475,0.737,6.74e-06,0.224,0.257,88.078,208500.0,4,9
+"Johnny Duncan, Janie Fricke",Stranger,42.0,0.57,0.555,5.0,-9.147,1,0.0273,0.121,,0.304,0.901,117.646,3.163116667,4,4
+Fousheé,Deep End,79.0,0.711,0.592,4.0,-7.136,0,0.23,0.758,,0.156,0.535,124.749,141224.0,4,10
+Slikback,Quoios,16.0,0.593,0.835,,-9.882,0,0.0781,0.0297,0.844,0.127,0.0616,130.044,218233.0,4,6
+The Goo Goo Dolls,Come to Me,50.0,0.589,0.669,,-4.835,1,0.0253,0.0505,,0.131,0.421,92.06,225333.0,4,10
+The Promise Ring,Red & Blue Jeans,39.0,0.527,0.653,,-7.24,1,0.0317,0.000629,0.685,0.118,0.811,76.257,175107.0,4,10
+Tkay Maidza,Where Is My Mind?,59.0,0.544,0.507,1.0,-4.963,0,0.0314,0.0056,0.000192,0.288,0.151,148.002,177261.0,4,6
+Elina Filice,Thinking of You,43.0,0.674,0.597,2.0,-9.791,1,0.236,0.587,3.93e-06,0.0935,0.347,99.854,260750.0,4,1
+Demob Happy,Mother Machine,35.0,0.298,0.677,6.0,-8.85,1,0.0888,0.00416,0.00297,0.088,0.344,129.397,216239.0,4,10
+The Moody Blues,Nights In White Satin - Single Edit,1.0,0.182,0.451,4.0,-7.841,0,0.0303,0.249,0.203,0.186,0.205,158.623,265400.0,3,10
+Twin Wild,Willow Tree,47.0,0.457,0.887,8.0,-4.138,1,0.0533,0.000186,,0.11,0.221,95.015,199413.0,4,1
+Movulango,Leave,31.0,0.744,0.481,2.0,-8.819,1,0.0393,0.0121,0.0498,0.0722,0.702,112.008,171013.0,4,6
+J.I the Prince of N.Y,R&B Shit (feat. A Boogie Wit da Hoodie),65.0,0.542,0.458,6.0,-10.885,0,0.386,0.493,,0.0875,0.496,99.218,212695.0,4,5
+Kansas,Carry on Wayward Son,76.0,0.482,0.786,7.0,-5.735,1,0.032,0.00321,8.88e-05,0.446,0.793,126.755,323000.0,4,10
+Lofofora,La surface,11.0,0.529,0.908,4.0,-5.727,1,0.0732,0.000285,0.000445,0.113,0.582,146.055,255107.0,4,10
+Carlton Maison Quartet,Time After Time,58.0,0.477,0.14,,-13.756,1,0.0385,0.975,0.0893,0.0993,0.28,78.842,3.614233333,4,7
+MICHELLE,SUNRISE,53.0,0.787,0.422,,-8.552,1,0.0569,0.287,0.111,0.3,0.607,87.018,176667.0,4,6
+Deftones,Do You Believe,40.0,0.258,0.918,,-7.533,1,0.0657,1.53e-05,0.0567,0.342,0.528,182.868,208493.0,4,8
+The Smashing Pumpkins,Bullet With Butterfly Wings,73.0,0.404,0.72,10.0,-9.18,0,0.0623,5.59e-05,0.836,0.0466,0.475,121.864,258467.0,4,10
+The Wrecks,Fvck Somebody,54.0,0.533,0.661,6.0,-5.196,0,0.0418,0.0239,2.45e-06,0.347,0.603,142.079,181013.0,4,1
+Trinidad Cardona,Dinero,88.0,0.708,0.782,2.0,-4.687,1,0.0674,0.00772,,0.107,0.484,119.997,2.68133333,4,9
+Leon Bridges,Motorbike,68.0,0.721,0.485,5.0,-11.213,0,0.0681,0.158,0.275,0.107,0.614,150.027,188617.0,4,9
+Amaarae,JUMPING SHIP,52.0,0.758,0.601,4.0,-7.042,0,0.141,0.151,0.00809,0.169,0.575,126.03,201637.0,4,9
+"Lata Mangeshkar, Mukesh",Dil Ki Nazar Se,26.0,0.56,0.224,5.0,-15.601,0,0.0368,0.879,3.24e-05,0.384,0.775,82.944,4.671116667,3,3
+Martin Garrix,Summer Days (feat. Macklemore & Patrick Stump of Fall Out Boy),78.0,0.661,0.723,5.0,-6.976,0,0.0566,0.179,1.23e-05,0.14,0.316,113.778,163805.0,4,9
+Shekel,ילד עיקש,25.0,0.833,0.727,2.0,-5.387,1,0.198,0.0485,,0.12,0.414,104.985,188047.0,4,5
+Emeli Sandé,Next To Me,61.0,0.664,0.799,7.0,-5.121,0,0.0368,0.0932,0.000108,0.105,0.35,94.991,196747.0,4,9
+War & Pierce,Amen,50.0,0.785,0.43,4.0,-9.453,0,0.0653,0.316,0.00159,0.0829,0.491,85.99,247478.0,4,10
+Ash,Shining Light,50.0,0.482,0.934,2.0,-3.486,1,0.0452,1.55e-05,0.00204,0.108,0.526,106.616,309013.0,4,10
+Gong,My Sawtooth Wake,23.0,0.546,0.784,11.0,-8.566,1,0.043,0.00175,0.146,0.0912,0.256,120.057,795013.0,4,10
+THE DRIVER ERA,Preacher Man,55.0,0.689,0.947,1.0,-3.926,1,0.0897,0.00209,,0.228,0.393,119.993,219390.0,4,10
+E the profit,Bluegrass,32.0,0.781,0.479,,-8.385,1,0.411,0.0249,,0.168,0.72,149.904,117200.0,4,9
+Local Boy,Horizon,39.0,0.722,0.462,1.0,-11.224,0,0.141,0.143,2.44e-06,0.528,0.743,158.074,224810.0,4,6
+Shrezzers,Demure,44.0,0.365,0.94,1.0,-3.325,0,0.151,0.000727,0.000226,0.093,0.318,199.918,252300.0,4,10
+Foxy Brown,Oh Yeah,52.0,0.618,0.691,10.0,-7.041,0,0.308,0.00452,3.17e-06,0.0614,0.762,170.446,260827.0,4,5
+Britney Spears,Gasoline,42.0,0.757,0.733,7.0,-4.722,1,0.0511,0.178,4.47e-06,0.101,0.552,119.984,3.14045,4,9
+France Gall,Laisse tomber les filles,39.0,0.663,0.699,2.0,-9.659,1,0.0313,0.485,,0.0994,0.965,132.817,124973.0,4,6
+Faye Webster,Better Distractions,52.0,0.707,0.513,6.0,-9.54,1,0.0242,0.063,0.0222,0.0916,0.574,96.345,249985.0,4,6
+my bloody valentine,only shallow,59.0,0.14,0.641,,-10.435,1,0.0422,0.000243,0.837,0.108,0.352,170.207,256573.0,4,6
+COIN,Sprite,57.0,0.563,0.691,2.0,-8.006,1,0.0357,0.0129,0.000404,0.0744,0.425,157.034,190813.0,4,6
+Joshua Burnside,Under the Concrete,46.0,0.431,0.392,6.0,-9.994,0,0.0585,0.705,7.33e-06,0.174,0.3,98.667,205876.0,3,1
+patchymate,Mirages,42.0,0.566,0.612,6.0,-4.672,1,0.106,0.0676,,0.066,0.732,118.402,128607.0,4,9
+Mirrors,Damien,37.0,0.447,0.979,5.0,-2.962,0,0.198,0.00537,8.55e-06,0.17,0.0833,111.998,259286.0,4,8
+M|O|O|N,Dust,58.0,0.418,0.66,2.0,-7.959,0,0.0447,0.0106,0.87,0.0727,0.245,100.007,302400.0,4,6
+Wolfheart,The Hammer,19.0,0.444,0.946,5.0,-6.98,1,0.0804,7.72e-05,0.793,0.108,0.0453,104.978,368696.0,4,8
+Palaye Royale,Lonely,68.0,0.622,0.619,2.0,-6.4,0,0.0561,0.0624,,0.081,0.483,147.965,186250.0,4,10
+Rosie Flores,If There Was a Way,31.0,0.35,0.496,7.0,-6.232,0,0.0307,0.382,0.000244,0.099,0.491,178.57,265867.0,3,2
+Villagers,A Trick of the Light,61.0,0.563,0.606,11.0,-8.159,1,0.0267,0.513,0.0391,0.132,0.425,150.0,248253.0,4,1
+Preston Shannon,Baby I Will,10.0,0.744,0.496,7.0,-10.81,0,0.0265,0.438,2.22e-05,0.0375,0.961,87.95,269000.0,4,2
+Lemon [Feat. Sharon Van Etten],"Local Natives, Sharon Van Etten",55.0,0.614,0.275,3.0,-8.744,1,0.027,0.904,2.26e-05,0.118,0.303,130.875,3.298,3,0
+Blue Öyster Cult,Veteran of the Psychic Wars,49.0,0.453,0.776,,-9.937,1,0.0432,0.162,3.81e-05,0.349,0.568,85.992,289587.0,4,10
+Bleed From Within,The End of All We Know,53.0,0.311,0.959,6.0,-5.104,0,0.107,0.000505,0.00012,0.328,0.336,149.406,251512.0,3,8
+Eden Ben Zaken,תזיזו,42.0,0.732,0.904,8.0,-4.106,1,0.0492,0.146,3.07e-05,0.143,0.816,105.014,221827.0,4,9
+Karnatriix,Entharo Pallavi & Charanam,28.0,0.66,0.475,7.0,-10.152,1,0.0299,0.751,0.916,0.108,0.214,123.031,294013.0,4,6
+Inhaler,When It Breaks,54.0,0.429,0.964,2.0,-6.165,0,0.0901,0.000453,0.00268,0.191,0.206,146.048,220587.0,4,10
+Charming Liars,White Leather Electric Chair,,0.594,0.733,9.0,-6.379,0,0.0467,0.00681,1.63e-06,0.0588,0.649,104.006,207106.0,4,10
+Chris Marshall,Tun Up,42.0,0.745,0.828,2.0,-4.041,0,0.0594,0.214,7.25e-05,0.0667,0.853,94.913,226867.0,4,9
+Friedberg,Lizzy,40.0,0.5,0.817,1.0,-5.876,1,0.0457,0.000255,0.0922,0.136,0.48,130.978,230127.0,4,6
+To The Grave,(•REC),39.0,0.174,0.821,9.0,-7.16,1,0.116,1.54e-05,0.0353,0.0926,0.16,73.179,163200.0,4,8
+ABSOLUTE.,Convalesce (feat. REGALJASON),42.0,0.57,0.804,8.0,-6.739,1,0.037,0.00611,0.784,0.114,0.0795,122.991,249148.0,4,1
+Billy Joel,She's Always a Woman,70.0,0.292,0.324,3.0,-11.996,1,0.0346,0.797,0.000473,0.12,0.384,176.631,3.35621667,3,0
+Laura Marling,Devil's Resting Place,42.0,0.397,0.58,2.0,-12.208,0,0.0543,0.511,0.0285,0.0974,0.643,89.57,194480.0,4,2
+Seas on the Moon,Door to Life (2017),23.0,0.508,0.958,11.0,-4.543,1,0.0515,5.14e-06,0.742,0.509,0.317,115.002,264000.0,3,8
+Miri Mesika,תשים תשים,20.0,0.609,0.768,6.0,-5.057,0,0.218,0.194,,0.145,0.339,90.036,220440.0,4,9
+Young K,Insomnia,43.0,0.499,0.653,1.0,-2.258,1,0.0666,0.0702,,0.145,0.626,184.037,185040.0,4,10
+Alabama Shakes,Hold On,59.0,0.575,0.666,5.0,-5.425,1,0.0301,0.206,0.341,0.0852,0.546,88.311,226187.0,4,9
+ROMES,Chillthefuckout.,,0.671,0.756,2.0,-5.914,1,0.0504,0.00178,0.00224,0.273,0.277,110.016,167000.0,4,1
+Big Brother & The Holding Company,Piece of My Heart,69.0,0.443,0.727,4.0,-7.951,1,0.145,0.263,0.000141,0.169,0.566,160.82,253333.0,4,2
+Skid Row,Slave to the Grind,1.0,0.486,0.977,7.0,-7.566,1,0.105,6.8e-06,0.355,0.242,0.307,133.173,208667.0,4,8
+Mt. Eddy,Metaphor,39.0,0.558,0.921,4.0,-4.409,1,0.0639,0.0234,0.00035,0.154,0.357,93.468,211087.0,4,1
+The Hollies,Long Cool Woman (In a Black Dress) - 1999 Remaster,69.0,0.757,0.868,9.0,-9.326,1,0.062,0.411,0.00221,0.355,0.815,138.923,199200.0,4,10
+Attila,Clarity,57.0,0.45,0.993,6.0,-2.216,1,0.292,3.45e-05,0.0308,0.451,0.217,160.029,211875.0,4,10
+Bad Habits,Let It Roll,31.0,0.524,0.977,,-2.723,1,0.0874,0.000462,1.5e-06,0.26,0.415,102.525,154531.0,4,8
+Humbear,Take Your Time,43.0,0.426,0.484,7.0,-12.239,1,0.0397,0.152,1.13e-05,0.151,0.509,123.578,3.40898333,4,0
+Central Cee,Gangbiz,62.0,0.74,0.679,11.0,-5.397,0,0.162,0.708,,0.111,0.783,141.893,150000.0,4,5
+Itay Levi,טעיתי,24.0,0.428,0.703,3.0,-5.042,0,0.0584,0.311,,0.0815,0.489,175.799,301327.0,4,9
+Chain Reaction,"Mick Flannery, Susan O'Neill",43.0,0.333,0.58,7.0,-7.553,1,0.0265,0.617,0.408,0.258,0.655,180.227,3.336033333,4,0
+clipping.,Say the Name,53.0,0.455,0.426,2.0,-9.406,1,0.0475,0.172,0.0843,0.168,0.04,84.643,299605.0,4,5
+Tuna,גם זה יעבור,47.0,0.56,0.62,11.0,-7.778,0,0.089,0.36,0.000106,0.1,0.411,156.178,302939.0,4,5
+Patient Sixty-Seven,Antisocial,45.0,0.542,0.99,6.0,-3.22,1,0.145,0.00324,6.07e-06,0.285,0.749,151.957,154243.0,4,8
+Ehud Banai,ז׳אן ז׳אק מון אמי,15.0,0.332,0.622,4.0,-7.538,0,0.0357,0.481,0.000335,0.109,0.242,179.756,260758.0,3,10
+Rory Gallagher,They Don't Make Them Like You Anymore,35.0,0.578,0.784,9.0,-8.238,0,0.0367,0.0637,1.01e-05,0.303,0.912,88.559,244557.0,4,2
+The Knickerbockers,Lies (are breaking my heart),34.0,0.491,0.696,9.0,-10.114,1,0.0301,0.707,,0.211,0.893,144.765,165360.0,4,6
+Cro-Mags,Hard Times,42.0,0.224,0.996,9.0,-4.578,1,0.131,0.00326,0.896,0.0305,0.207,214.396,96026.0,4,8
+SAFE,Trap Smarter,45.0,0.542,0.339,7.0,-11.49,0,0.477,0.73,,0.105,0.765,182.089,94892.0,4,5
+We Are Scientists,The Great Escape,46.0,0.472,0.925,9.0,-4.57,1,0.0415,0.000305,4.44e-06,0.0755,0.746,146.97,198833.0,4,6
+Paul McCartney,No More Lonely Nights (Ballad) - Remastered 1993,53.0,0.32,0.428,5.0,-14.262,1,0.0536,0.00349,0.000276,0.519,0.411,172.603,312733.0,4,10
+Thornhill,Reptile,39.0,0.467,0.985,11.0,-2.347,0,0.211,6.36e-05,0.0101,0.378,0.258,125.06,224160.0,4,8
+Patti Smith,Free Money,45.0,0.343,0.718,9.0,-7.632,0,0.0918,0.0585,3.49e-05,0.157,0.452,77.772,232040.0,4,1
+Hayley Kiyoko,Found My Friends,61.0,0.621,0.724,11.0,-4.528,0,0.0315,0.005,,0.133,0.39,96.005,214049.0,4,9
+UniBe@t,This Is Just a Test,33.0,0.671,0.539,11.0,-12.448,0,0.328,0.000242,,0.181,0.677,114.009,363156.0,4,6
+"Anja Lechner, François Couturier",Flow,39.0,0.249,0.0387,1.0,-25.66,0,0.0453,0.992,0.907,0.0747,0.0511,117.595,6.33555,4,7
+The Glorious Sons,Closer To The Sky,49.0,0.629,0.881,7.0,-4.525,1,0.0731,0.003,0.00716,0.109,0.454,93.933,206360.0,4,10
+Ricky Nelson,Poor Little Fool - Remastered,56.0,0.474,0.338,,-11.528,1,0.0299,0.648,,0.13,0.81,154.596,153933.0,4,10
+Whitesnake,Too Many Tears - 2020 Remix,29.0,0.572,0.751,,-5.39,1,0.0313,0.248,0.000168,0.109,0.391,92.072,345445.0,4,10
+Accept,The Best Is yet to Come,46.0,0.402,0.647,11.0,-7.243,0,0.032,0.00281,1.77e-05,0.111,0.508,167.973,287467.0,4,8
+Tender Organs,Amythyst Kiah,40.0,0.391,0.519,5.0,-7.452,0,0.0354,0.508,4e-05,0.0842,0.337,135.018,4.753333333,4,0
+Blur,The Universal,54.0,0.317,0.571,9.0,-7.669,1,0.0283,0.158,2.95e-06,0.0848,0.234,163.036,240120.0,3,6
+Katy Kirby,Juniper,44.0,0.695,0.535,8.0,-9.149,1,0.0302,0.535,1.26e-05,0.238,0.811,116.03,159453.0,4,1
+Grizfolk,The Ripple,47.0,0.589,0.781,1.0,-6.533,0,0.0243,0.00378,0.000745,0.0772,0.687,102.047,204442.0,4,10
+Tyler Rich,The Difference,,0.538,0.764,9.0,-5.235,1,0.0556,0.12,1.41e-06,0.111,0.699,169.919,3.131116667,4,4
+Jefferson Airplane,Somebody to Love,71.0,0.504,0.578,4.0,-9.302,1,0.031,0.408,,0.321,0.654,132.411,2.914,4,10
+Gin Wigmore,Man Like That,40.0,0.607,0.885,8.0,-3.086,1,0.0763,0.00091,0.00391,0.558,0.539,103.047,170467.0,4,9
+Tyler Lawlor,St Martin,45.0,0.466,0.161,2.0,-14.696,1,0.045,0.989,0.945,0.12,0.322,127.806,2.779916667,3,7
+Sir Sly,Loverboy,44.0,0.669,0.786,6.0,-6.459,1,0.0871,0.306,0.0596,0.383,0.738,88.997,163813.0,4,9
+Pixey,Free to Live in Colour,42.0,0.553,0.74,9.0,-5.54,1,0.0363,0.0987,,0.134,0.656,115.957,194313.0,4,1
+Lata Mangeshkar,Vande Mataram - Female Vocals,9.0,0.369,0.387,5.0,-11.381,0,0.0359,0.993,0.702,0.129,0.746,167.715,2.974383333,4,3
+Bryan Adams,Cuts Like A Knife,35.0,0.468,0.462,7.0,-17.189,1,0.0262,0.0199,4.48e-06,0.584,0.588,95.99,5.3,4,10
+Story Of The Year,Until the Day I Die,66.0,0.597,0.931,11.0,-4.591,0,0.0984,0.127,,0.0504,0.534,92.003,235200.0,4,10
+Gavin DeGraw,I Don't Want to Be,64.0,0.423,0.862,,-5.13,0,0.0695,0.00791,,0.133,0.462,154.746,217760.0,4,9
+Inhaler,Fade Into You,56.0,0.468,0.362,9.0,-10.704,1,0.0262,0.29,0.00529,0.128,0.257,140.031,315491.0,3,10
+Gedy Ronen,כח עליון,21.0,0.696,0.749,7.0,-6.079,0,0.0353,0.00125,2.75e-05,0.235,0.637,115.931,271900.0,4,10
+Buddy Whittington,Pay the Band,32.0,0.692,0.791,9.0,-4.895,1,0.0494,0.155,1.46e-06,0.239,0.41,118.14,273427.0,4,2
+Holly Golightly,There's an End,35.0,0.719,0.58,7.0,-7.694,1,0.0281,0.0393,0.769,0.0945,0.761,118.683,213800.0,4,9
+Anthrax,Madhouse,61.0,0.329,0.885,9.0,-10.661,1,0.0904,0.0242,0.00433,0.735,0.481,163.538,259760.0,4,8
+Scorcher,Trend Setters,18.0,0.703,0.934,7.0,-5.045,1,0.315,0.0194,,0.282,0.613,97.654,282400.0,4,5
+Sipper,Cure,22.0,0.615,0.527,3.0,-8.182,1,0.0308,0.16,0.921,0.142,0.503,144.937,159125.0,4,9
+BANNERS,Someone To You,79.0,0.52,0.903,2.0,-5.497,1,0.042,0.00517,,0.254,0.652,74.988,219801.0,4,9
+"Gene Vincent, The Blue Caps",Lotta Lovin',43.0,0.565,0.495,7.0,-14.611,1,0.0506,0.766,0.000111,0.287,0.952,168.21,2.19955,4,10
+All Them Witches,Fishbelly 86 Onions,35.0,0.202,0.839,7.0,-8.0,0,0.0845,0.0205,0.0792,0.0935,0.481,72.236,362227.0,4,10
+All Time Low,Monsters (feat. blackbear),77.0,0.369,0.845,,-3.449,0,0.0611,0.0493,,0.416,0.782,78.532,174068.0,4,10
+Chaos (feat. Plàsi),"Axel Flóvent, Plàsi",39.0,0.391,0.291,8.0,-9.408,1,0.0326,0.867,0.00207,0.104,0.107,121.171,4.110066667,3,0
+The Stone Roses,Waterfall - Remastered,62.0,0.491,0.686,11.0,-8.22,1,0.0289,0.0236,0.263,0.451,0.437,103.715,278827.0,4,6
+There,Swimming Backwards,27.0,0.68,0.596,5.0,-8.342,1,0.031,0.522,0.889,0.111,0.124,120.953,222378.0,4,1
+The Rolling Stones,Street Fighting Man,57.0,0.583,0.855,,-7.213,1,0.0333,0.1,0.0177,0.262,0.69,128.178,195147.0,4,10
+Evergrey,Where August Mourns,42.0,0.37,0.963,2.0,-5.773,1,0.1,3.05e-05,0.000815,0.146,0.305,200.317,331907.0,4,8
+Destroy Boys,Crybaby,61.0,0.416,0.944,1.0,-2.485,1,0.0394,0.000302,,0.306,0.624,97.018,190927.0,4,6
+namesbliss,Strikers,23.0,0.596,0.765,1.0,-4.064,1,0.342,0.0533,,0.268,0.32,96.762,158897.0,5,5
+Asha Bhosle,Kahe Dil Ye Diwana,,0.456,0.298,11.0,-12.464,0,0.0895,0.983,0.497,0.231,0.811,133.859,3.425966667,5,3
+Foo Fighters,Run,61.0,0.365,0.892,4.0,-8.036,0,0.0786,3.31e-05,0.0948,0.751,0.176,136.133,323373.0,4,10
+Momma,Biohazard,40.0,0.565,0.769,6.0,-7.863,0,0.0594,0.0135,0.794,0.171,0.464,124.069,145920.0,4,10
+Ratt,Lay It Down,60.0,0.442,0.759,10.0,-13.475,1,0.0354,0.000402,0.0081,0.174,0.279,198.117,205560.0,4,8
+21 Savage,Spiral,63.0,0.814,0.659,2.0,-4.475,1,0.0829,0.00155,0.0251,0.568,0.13,88.506,171527.0,4,5
+Kasabian,Fire,66.0,0.525,0.742,10.0,-5.643,1,0.0311,0.0874,0.149,0.117,0.179,117.029,252280.0,4,1
+Mark Roswell Trio,It Might As Well Be Spring,60.0,0.331,0.169,9.0,-18.095,0,0.0373,0.956,0.951,0.121,0.114,171.169,4.597333333,3,7
+Jaded Heart,Reap What You Sow,24.0,0.459,0.934,11.0,-7.161,1,0.0764,2.63e-05,0.0116,0.332,0.441,169.93,186093.0,4,8
+Eyal Golan,מכל האהבות הזמניות,41.0,0.613,0.414,6.0,-7.575,0,0.0276,0.627,,0.118,0.297,91.033,230422.0,3,9
+The 1975,Chocolate,66.0,0.614,0.938,11.0,-4.461,1,0.0611,0.000532,,0.368,0.607,100.058,224674.0,4,10
+Grouplove,Deleter,60.0,0.421,0.991,8.0,-3.678,1,0.124,3.81e-06,0.0466,0.13,0.446,159.998,234387.0,4,10
+Bullet For My Valentine,Tears Don't Fall,64.0,0.214,0.931,7.0,-3.347,0,0.143,0.000705,3.09e-06,0.0797,0.233,162.115,348387.0,4,10
+Michael Jackson,Billie Jean,84.0,0.92,0.654,11.0,-3.051,0,0.0401,0.0236,0.0158,0.0359,0.847,117.046,293827.0,4,10
+Daryl Hall & John Oates,She's Gone,65.0,0.523,0.341,4.0,-14.034,1,0.0388,0.313,0.000114,0.621,0.355,77.487,313373.0,4,10
+Kaiser Chiefs,Oh My God,41.0,0.367,0.938,7.0,-4.643,1,0.0464,0.0052,5.18e-06,0.428,0.556,177.916,214880.0,4,10
+Satellite Citi,Getaway,26.0,0.451,0.912,2.0,-4.33,1,0.0671,0.000452,0.00429,0.348,0.513,116.039,219141.0,4,6
+Noga Erez,VIEWS,54.0,0.778,0.63,9.0,-7.135,0,0.182,0.216,,0.0968,0.705,97.035,165862.0,4,10
+Hatchie,Adored,16.0,0.425,0.694,4.0,-9.29,1,0.0323,0.000405,0.000289,0.121,0.605,105.014,234427.0,4,6
+Beige Banquet,Wired/Weird,23.0,0.648,0.95,1.0,-4.829,1,0.101,0.00227,0.776,0.0413,0.675,172.022,219053.0,4,6
+Abiotic,Emerald,32.0,0.317,0.94,5.0,-9.713,1,0.142,0.000699,0.84,0.391,0.0754,112.506,285000.0,3,8
+1349,Slaves,26.0,0.209,0.927,4.0,-7.263,0,0.101,1.82e-06,0.667,0.652,0.298,194.048,293320.0,4,8
+Steve Cropper,Fire It Up,34.0,0.63,0.896,4.0,-4.437,1,0.0309,0.325,0.00152,0.712,0.829,91.077,182620.0,4,2
+Bumpin Uglies,Cali Sober (with Pepper),40.0,0.72,0.789,1.0,-4.9,1,0.056,0.0166,0.0121,0.0605,0.681,140.101,210874.0,4,10
+Joni Mitchell,Big Yellow Taxi,70.0,0.611,0.47,4.0,-9.135,1,0.0356,0.579,,0.581,0.97,85.527,134800.0,4,10
+Cage The Elephant,Social Cues,69.0,0.668,0.913,9.0,-3.097,1,0.0348,0.0119,6.7e-06,0.111,0.933,132.039,219053.0,4,6
+Arlo Parks,Hope,57.0,0.59,0.521,1.0,-8.823,0,0.0335,0.404,0.000101,0.357,0.423,99.165,270067.0,4,1
+AUDREY NUNA,Top Again,12.0,0.771,0.546,,-6.096,0,0.149,0.119,9.33e-06,0.153,0.613,94.117,187467.0,4,9
+The Sanctuary,hold on,,0.704,0.81,,-6.398,0,0.0583,0.0482,0.735,0.0768,0.27,127.001,208897.0,4,1
+Makeup And Vanity Set,"A Glowing Light, a Promise",49.0,0.572,0.958,8.0,-4.526,1,0.047,0.651,0.886,0.105,0.0335,101.009,333810.0,4,6
+Tash Sultana,Blame It On Society,56.0,0.624,0.559,9.0,-6.932,1,0.0465,0.469,0.000109,0.181,0.529,92.973,298350.0,4,6
+I've Been The One (feat. Meg Baird),"Bill Callahan, Bonnie Prince Billy, Meg Baird",36.0,0.625,0.196,9.0,-11.448,1,0.0375,0.834,0.00185,0.0931,0.3,119.637,3.93045,4,0
+Then Comes Silence,Strangers,39.0,0.425,0.936,2.0,-4.276,1,0.037,2.98e-06,0.823,0.0466,0.499,138.007,238560.0,4,10
+Deep Purple,Space Truckin' - Remastered 2012,49.0,0.62,0.878,9.0,-9.064,1,0.0443,0.0264,0.776,0.235,0.708,129.236,272996.0,4,10
+The Wombats,Cheetah Tongue,55.0,0.533,0.967,2.0,-3.066,1,0.057,0.0426,0.000432,0.132,0.603,95.008,219482.0,4,6
+Bryan's Magic Tears,Ghetto Blaster,21.0,0.0993,0.735,2.0,-6.51,1,0.0403,1.77e-05,0.805,0.209,0.323,196.637,302811.0,4,10
+Anna Zak,כל החברים שלך,41.0,0.725,0.704,5.0,-6.522,0,0.111,0.227,0.000244,0.19,0.575,140.014,165817.0,4,5
+Eagle-Eye Cherry,Save Tonight,72.0,0.547,0.707,,-8.74,1,0.0338,8.14e-05,0.000149,0.285,0.654,119.576,242733.0,4,10
+X-Ray Spex,Germ Free Adolescents,45.0,0.832,0.704,7.0,-8.973,1,0.0707,0.201,0.0377,0.0937,0.905,128.41,194267.0,4,6
+Galantis,Heartbreak Anthem (with David Guetta & Little Mix),57.0,0.595,0.784,1.0,-4.878,1,0.102,0.216,,0.0608,0.479,124.111,183726.0,4,9
+Bathory,Hades,42.0,0.26,0.922,11.0,-7.592,0,0.104,3.03e-06,0.914,0.0802,0.2,101.185,170000.0,4,8
+Dudu Tassa,2006,20.0,0.584,0.627,6.0,-7.598,0,0.0413,0.485,,0.109,0.809,139.965,237707.0,4,10
+Riot In Belgium,La musique - Jbag's Boomboxed Re-Edit,27.0,0.573,0.929,3.0,-6.103,0,0.0458,0.000282,0.724,0.269,0.526,128.125,251867.0,4,1
+"Kishore Kumar, Asha Bhosle",O Nigahe Mastana,8.0,0.504,0.322,5.0,-14.529,1,0.0388,0.944,3.57e-05,0.126,0.733,115.607,3.787783333,4,3
+Eric Gales,Steep Climb,43.0,0.482,0.822,11.0,-7.153,1,0.0589,0.00344,0.013,0.17,0.562,78.98,326013.0,4,2
+Nicole Atkins,Domino,50.0,0.773,0.634,4.0,-6.894,1,0.0279,0.449,0.469,0.0844,0.963,104.998,243770.0,4,9
+YG,FTP,44.0,0.768,0.506,11.0,-8.749,0,0.236,0.0136,3.95e-05,0.349,0.395,99.978,162191.0,4,5
+The Beach Boys,I Get Around (Mono),66.0,0.39,0.625,9.0,-7.813,0,0.0537,0.36,,0.0663,0.514,144.338,134387.0,4,10
+Blue Stahli,Crimewave,46.0,0.622,0.812,2.0,-7.339,1,0.0324,8.53e-05,0.717,0.425,0.0556,121.982,162824.0,4,8
+Bill Charlap Trio,The One I Love Belongs To Somebody Else,37.0,0.557,0.184,2.0,-21.95,1,0.0523,0.914,0.869,0.0978,0.516,107.2,5.021783333,4,7
+Karen Nyame KG,Koko,38.0,0.812,0.725,8.0,-8.947,1,0.0579,0.0277,0.574,0.0826,0.617,115.038,172489.0,4,1
+Philip Sayce,Burning Out,44.0,0.255,0.947,,-4.14,1,0.071,0.000103,,0.397,0.235,159.905,208974.0,4,10
+Echo & the Bunnymen,The Killing Moon,61.0,0.568,0.829,7.0,-7.066,1,0.0303,0.218,0.00418,0.0976,0.79,124.201,348293.0,4,6
+Gang Starr,DWYCK,53.0,0.911,0.614,7.0,-11.176,1,0.338,0.00432,8.75e-06,0.0985,0.601,99.025,243267.0,4,5
+Pixey,Electric Dream,32.0,0.455,0.759,4.0,-5.268,1,0.0488,0.00814,0.0011,0.275,0.327,120.098,208992.0,4,6
+The Rolling Stones,Sway - 2009 Mix,48.0,0.33,0.895,5.0,-3.435,1,0.0399,0.221,0.737,0.408,0.54,144.945,232533.0,4,10
+Japandroids,North East South West,37.0,0.167,0.953,7.0,-2.919,1,0.0694,0.0472,,0.0941,0.46,145.06,260867.0,4,10
+Stevie Nicks,Stop Draggin' My Heart Around (with Tom Petty and The Heartbreakers) - 2016 Remaster,61.0,0.631,0.597,4.0,-7.382,0,0.026,0.379,0.00273,0.146,0.665,107.26,244440.0,4,10
+A Static Lullaby,Stand Up,43.0,0.412,0.978,2.0,-3.076,1,0.123,4.75e-05,,0.168,0.353,151.991,222093.0,4,10
+Ruth Dolores Weiss,Mishirei Eretz Ahavati,23.0,0.465,0.39,7.0,-6.993,0,0.0341,0.843,1.24e-05,0.127,0.338,130.559,308373.0,3,10
+Red Hot Chili Peppers,Road Trippin',65.0,0.378,0.474,4.0,-8.202,0,0.0271,0.28,0.00138,0.117,0.38,102.379,204960.0,4,10
+LAUREL,Appetite,51.0,0.644,0.842,7.0,-4.551,1,0.036,0.0296,0.000386,0.264,0.551,105.138,212280.0,4,6
+Enuff Z'Nuff,Fly High Michelle,36.0,0.233,0.863,2.0,-4.319,1,0.0434,0.00999,,0.228,0.496,175.657,230827.0,4,10
+Billie Jo Spears,Blanket On The Ground,55.0,0.465,0.519,5.0,-11.819,1,0.0239,0.394,0.00156,0.204,0.881,86.6,3.589333333,4,4
+Thin Lizzy,The Boys Are Back In Town,75.0,0.445,0.706,8.0,-9.803,1,0.0461,0.234,0.000252,0.205,0.768,80.823,266720.0,4,10
+The Collective Projekt,Dama Dam Mast Kalandar,10.0,0.232,0.895,2.0,-2.834,1,0.0517,0.66,,0.124,0.343,175.443,5.227266667,4,0
+Omer Adam,מאמי זה נגמר,34.0,0.376,0.703,,-5.215,0,0.0517,0.741,,0.167,0.285,87.828,256227.0,4,9
+The Cure,Lovesong - Remastered,66.0,0.611,0.791,9.0,-7.7,0,0.0286,0.326,0.862,0.217,0.856,140.12,208267.0,4,10
+SZA,Good Days,89.0,0.436,0.655,1.0,-8.37,0,0.0583,0.499,8.1e-06,0.688,0.412,121.002,279204.0,4,5
+Backstreet Boys,In a World Like This - Live in Japan,17.0,0.528,0.835,7.0,-5.863,1,0.0384,0.00013,0.000207,0.923,0.542,125.02,3.878933333,4,9
+Whitesnake,Your Precious Love - 2020 Remix,25.0,0.323,0.648,9.0,-5.122,1,0.0369,0.282,6.78e-06,0.169,0.338,182.234,273893.0,3,10
+Yoke Lore,Truly Madly Deeply - Recorded at Spotify Studios NYC,68.0,0.675,0.368,,-14.072,0,0.0375,0.83,0.00158,0.136,0.176,106.004,190393.0,4,6
+Vàli,Nordavindens Klagesang,41.0,0.482,0.33,2.0,-14.292,0,0.0342,0.836,0.85,0.128,0.177,129.951,177680.0,3,8
+Virtual Mage,Aether,52.0,0.699,0.491,9.0,-10.454,1,0.0348,4.49e-05,0.811,0.119,0.693,123.968,206000.0,4,6
+Family Jools,Georgia,40.0,0.664,0.664,6.0,-7.132,1,0.0498,0.284,0.000244,0.0627,0.674,74.931,211000.0,4,6
+Spare Parts For Broken Hearts,Mush,31.0,0.554,0.915,8.0,-8.52,1,0.0522,0.00105,0.000231,0.13,0.327,127.997,220878.0,4,10
+Yishai Kiczales,החומר פה זול,5.0,0.631,0.513,7.0,-9.505,1,0.0292,0.283,1.03e-05,0.154,0.366,110.001,200962.0,4,6
+Shlomi Shabat,האדמירל,19.0,0.338,0.421,4.0,-11.879,0,0.0309,0.635,7.83e-06,0.0655,0.356,97.064,247000.0,3,9
+The Clash,Train in Vain (Stand by Me) - Remastered,65.0,0.762,0.722,2.0,-8.712,1,0.0428,0.0922,0.000368,0.132,0.966,122.769,194667.0,4,6
+Moshe Peretz,כמו השקט,21.0,0.506,0.934,11.0,-3.496,0,0.0345,0.218,1.23e-06,0.217,0.898,165.05,203480.0,4,9
+Maximo Park,Our Velocity,53.0,0.535,0.92,7.0,-4.39,0,0.0535,0.031,1.43e-05,0.0493,0.587,95.987,200387.0,4,6
+grandson,Identity,52.0,0.495,0.731,8.0,-6.304,1,0.0458,0.000348,,0.0598,0.284,120.004,216000.0,4,10
+Eels,Last Stop: This Town,44.0,0.65,0.729,4.0,-8.641,1,0.0434,0.37,0.544,0.323,0.752,103.706,207067.0,4,1
+Ehud Banai,בלוז כנעני,41.0,0.469,0.447,7.0,-8.79,1,0.0257,0.586,2.55e-05,0.309,0.394,96.953,253040.0,4,10
+Little Richard,Get Down with It,46.0,0.547,0.806,5.0,-8.947,1,0.0418,0.569,0.000146,0.427,0.971,141.78,3.244,4,10
+Grimes,4ÆM,60.0,0.482,0.905,7.0,-4.371,0,0.0418,0.00971,0.29,0.288,0.116,93.017,270983.0,4,6
+070 Shake,Guilty Conscience,65.0,0.539,0.638,7.0,-6.049,1,0.136,0.00676,,0.123,0.222,179.822,213333.0,4,6
+Electric Light Orchestra,Livin' Thing,70.0,0.549,0.651,,-7.097,1,0.0323,0.583,,0.121,0.368,122.818,212307.0,4,10
+Awaken I Am,Roses,52.0,0.525,0.931,3.0,-3.304,0,0.0661,0.00238,1.34e-06,0.129,0.394,138.01,193309.0,4,8
+beabadoobee,Together,44.0,0.595,0.838,11.0,-4.878,1,0.0334,0.00252,0.0776,0.0594,0.279,127.042,200280.0,4,6
+Jacques Burtin,Las morillas de Jaén,29.0,0.516,0.0977,5.0,-23.899,1,0.087,0.912,0.873,0.0914,0.15,124.846,2.8703,4,7
+Phani Narayana,Kurai Ondrum Illai - Ragamalika - Adi,14.0,0.687,0.596,2.0,-9.219,0,0.0614,0.349,0.196,0.107,0.731,159.968,333507.0,4,6
+Gene Ammons,My Romance - Rudy Van Gelder Remaster,49.0,0.519,0.0422,1.0,-10.778,1,0.0537,0.966,0.929,0.124,0.397,130.436,4.215783333,3,7
+Kenny Mason,Much Money (feat. Freddie Gibbs),56.0,0.753,0.605,8.0,-6.792,1,0.0832,0.0874,2.33e-05,0.169,0.37,112.991,187120.0,4,5
+Boom Pam,Benİ Yalniz Koma,43.0,0.504,0.772,1.0,-4.886,0,0.0354,0.102,1.32e-05,0.108,0.708,127.065,218129.0,4,10
+Career Woman,Teacher's Pet,28.0,0.427,0.931,,-4.202,1,0.0487,9.15e-06,0.024,0.169,0.383,150.102,236650.0,4,6
+Yak,Fried,25.0,0.471,0.77,11.0,-5.136,0,0.0346,0.0004,4.75e-05,0.197,0.558,118.096,203001.0,4,6
+Steely Dan,Hey Nineteen,65.0,0.952,0.301,2.0,-13.936,1,0.0612,0.0126,0.000931,0.0387,0.728,119.629,307400.0,4,10
+Phantom Handshakes,Cricket Songs,33.0,0.494,0.514,1.0,-8.098,1,0.0269,0.272,0.877,0.104,0.26,133.982,230480.0,4,6
+Solence,Deafening,55.0,0.42,0.949,7.0,-6.214,1,0.189,0.000181,0.00498,0.101,0.171,77.064,227379.0,4,10
+T-Pain,I Like Dat,66.0,0.565,0.491,1.0,-6.902,1,0.221,0.0049,,0.137,0.337,175.694,242085.0,4,9
+Bloody Knees,Not Done,36.0,0.401,0.827,5.0,-5.243,1,0.0499,0.00866,2e-06,0.134,0.324,125.025,239602.0,4,10
+Arctic Monkeys,When The Sun Goes Down,73.0,0.348,0.875,11.0,-4.758,0,0.199,0.0341,,0.117,0.407,169.152,202133.0,4,1
+Amaarae,LEAVE ME ALONE,49.0,0.752,0.634,,-6.764,1,0.0928,0.523,0.531,0.102,0.521,99.975,156365.0,4,9
+James Vincent McMorrow,Paradise,40.0,0.706,0.518,2.0,-11.036,1,0.0509,0.1,0.00044,0.077,0.616,87.626,220440.0,4,9
+Wet Wet Wet,"Love Is All Around - Live at Live 8, Murrayfield Stadium, Edinburgh, 6th July 2004",24.0,0.397,0.769,10.0,-7.042,1,0.0449,0.0358,2.57e-05,0.935,0.426,83.718,6.236683333,4,9
+Janis Joplin,Piece Of My Heart,54.0,0.482,0.883,4.0,-3.348,1,0.0754,0.0891,0.00422,0.266,0.594,80.687,253805.0,4,1
+Jamie T,Sticks 'N' Stones,61.0,0.545,0.851,6.0,-3.569,1,0.0935,0.0572,,0.403,0.787,179.947,240833.0,4,6
+The Offspring,The Kids Aren't Alright,78.0,0.523,0.943,1.0,-4.203,1,0.0337,0.00704,3.81e-05,0.0579,0.766,99.607,180160.0,4,10
+Nothing But Thieves,Amsterdam,65.0,0.511,0.934,3.0,-4.561,1,0.242,0.00403,3.48e-05,0.242,0.668,168.062,272240.0,4,10
+Sonny Boy Williamson II,"Good Morning, Little Schoolgirl",1.0,0.668,0.133,,-15.12,1,0.0689,0.986,0.0899,0.12,0.773,92.243,180747.0,4,2
+W.A.S.P.,Scream,38.0,0.366,0.929,5.0,-4.413,0,0.123,8.19e-05,0.448,0.419,0.283,77.728,295560.0,4,8
+K.Flay,Blood In The Cut,63.0,0.77,0.655,2.0,-5.369,1,0.0316,0.118,0.0234,0.125,0.639,129.964,188707.0,4,10
+Bastille,Pompeii,74.0,0.679,0.715,9.0,-6.383,1,0.0407,0.0755,,0.271,0.571,127.435,214148.0,4,9
+ILLENIUM,Good Things Fall Apart (with Jon Bellion) - Stripped,53.0,0.575,0.314,2.0,-7.048,1,0.0344,0.763,,0.101,0.653,150.459,208438.0,4,9
+The Bravery,An Honest Mistake,57.0,0.46,0.889,2.0,-4.281,0,0.0294,3.21e-06,0.645,0.121,0.639,140.038,219707.0,4,6
+Jessica Pratt,This Time Around,40.0,0.424,0.0977,11.0,-13.594,1,0.0512,0.939,,0.109,0.236,132.08,217360.0,5,6
+Lilly Hiatt,Trinity Lane,35.0,0.578,0.811,10.0,-6.228,0,0.027,0.144,0.0054,0.113,0.752,145.056,233922.0,4,2
+Louis Silva Band,Pretty Ballad,51.0,0.422,0.174,2.0,-15.427,1,0.0378,0.936,0.929,0.367,0.0858,95.089,3.447583333,4,7
+Miike Snow,Animal,55.0,0.763,0.721,1.0,-6.767,0,0.0986,0.0117,7.69e-06,0.0752,0.657,118.049,263880.0,4,6
+Show Me A Dinosaur,Red River,38.0,0.179,0.798,3.0,-7.618,0,0.0586,0.0207,0.846,0.095,0.155,152.972,576912.0,4,8
+Ehud Banai,דוד ושאול,29.0,0.598,0.589,4.0,-13.802,0,0.0286,0.131,0.0124,0.156,0.665,130.703,258933.0,4,10
+Future,Life Is Good (feat. Drake),83.0,0.676,0.609,2.0,-5.831,0,0.481,0.0706,,0.152,0.508,142.037,237735.0,4,9
+"Clarence ""Gatemouth"" Brown",Grape Jelly,17.0,0.574,0.882,5.0,-2.892,1,0.0874,0.183,0.282,0.0582,0.797,171.202,266227.0,4,2
+Asha Bhosle,Haye Haye Ye Thanda Pani,2.0,0.56,0.684,4.0,-8.624,1,0.221,0.786,0.00385,0.656,0.7,95.918,3.4843,4,3
+Westlife,Can't Lose What You Never Had,2.0,0.599,0.647,2.0,-6.023,1,0.0396,0.279,,0.0719,0.465,204.312,4.352883333,4,9
+Tears For Fears,Shout,71.0,0.511,0.942,,-10.407,1,0.0429,0.174,1.87e-05,0.139,0.498,97.909,393667.0,4,10
+DENM,Blow It Up,48.0,0.649,0.824,1.0,-6.709,0,0.142,0.0674,,0.106,0.777,156.062,205788.0,4,10
+Hanan Ben Ari,הלב יגיע בקרוב,33.0,0.724,0.734,2.0,-7.405,0,0.0466,0.418,,0.531,0.807,106.96,216912.0,3,9
+Ayreon,"Get Out! Now! (feat. Tom Baker, Dee Snider, Marcela Bovio, Caroline Westendorp, Joe Satriani, Joost van den Broek)",35.0,0.606,0.853,4.0,-8.516,1,0.054,0.0017,4.29e-05,0.621,0.439,131.969,302851.0,4,8
+blink-182,I Miss You,,0.652,0.766,11.0,-6.481,1,0.0345,0.000761,6.34e-06,0.0739,0.641,110.011,227813.0,4,10
+Lee Fields,Let a Man Do What He Wanna Do,38.0,0.845,0.743,9.0,-7.445,0,0.0931,0.0799,0.00209,0.694,0.956,112.493,170387.0,4,9
+Albert King,The Hunter,38.0,0.798,0.482,9.0,-8.899,1,0.0312,0.722,0.000113,0.0755,0.744,133.882,164560.0,4,2
+Nick Waterhouse,Place Names,43.0,0.512,0.667,3.0,-5.463,1,0.0273,0.63,0.0684,0.256,0.495,103.944,233357.0,4,9
+Primer 55,Loose,48.0,0.649,0.923,1.0,-4.537,1,0.0348,4.51e-05,0.623,0.369,0.517,108.217,182200.0,4,8
+Sleepy Hallow,2055,72.0,0.775,0.518,6.0,-5.857,0,0.311,0.455,,0.121,0.646,161.011,123987.0,4,5
+Good Charlotte,The Anthem,74.0,0.494,0.939,1.0,-3.127,1,0.126,0.00666,,0.139,0.893,177.751,175093.0,4,9
+Kishore Kumar,Yeh Kya Hua,32.0,0.49,0.369,,-10.137,1,0.0313,0.892,0.0067,0.233,0.696,105.887,4.542016667,4,3
+Fred again..,Marea (We’ve Lost Dancing),76.0,0.761,0.781,5.0,-6.778,0,0.141,0.0681,0.108,0.0607,0.473,123.023,285375.0,4,1
+Sonia Leigh,Jack Is Back,33.0,0.677,0.766,10.0,-7.98,0,0.0419,0.00625,0.000123,0.141,0.589,131.999,161869.0,4,2
+IDER,Cross Yourself,41.0,0.66,0.655,4.0,-8.041,1,0.0879,0.419,0.00327,0.265,0.249,159.94,194250.0,4,6
+Seckou Keita,Mikhi Nathan Mu-Toma,28.0,0.371,0.246,4.0,-19.136,1,0.0432,0.922,0.917,0.208,0.413,113.846,6.624216667,4,7
+Robert Finley,Souled Out On You,49.0,0.392,0.519,2.0,-7.438,0,0.031,0.526,0.000502,0.283,0.403,174.22,213093.0,3,2
+Backstreet Boys,All of Your Life (You Need Love),32.0,0.666,0.821,,-5.038,1,0.0251,0.00386,,0.185,0.582,130.954,3.922883333,4,9
+Guns N' Roses,Chinese Democracy,53.0,0.474,0.8,2.0,-10.472,1,0.0775,0.000769,0.0309,0.131,0.156,133.94,283213.0,4,8
+Bono,Eden (To Find Love),,0.588,0.58,9.0,-9.348,1,0.0623,0.309,2.22e-05,0.346,0.36,130.026,268114.0,4,10
+Tobe Nwigwe,GIVE IT BACK,38.0,0.817,0.608,9.0,-6.768,1,0.26,0.000848,0.000618,0.125,0.11,118.661,131092.0,4,5
+John Denver,Thank God I'm a Country Boy,67.0,0.762,0.537,9.0,-9.58,1,0.0478,0.785,0.000669,0.0551,0.958,105.603,193093.0,4,10
+Mr. Oizo,Gay Dentists,25.0,0.736,0.97,1.0,-4.955,1,0.128,0.000228,0.0104,0.148,0.703,128.59,218493.0,4,6
+bbrainz,kappa,26.0,0.608,0.812,1.0,-7.156,1,0.0312,0.00272,0.12,0.159,0.229,84.244,165952.0,4,6
+White Void,The Shovel and the Cross,29.0,0.393,0.85,9.0,-11.458,0,0.0545,0.000473,0.282,0.339,0.344,130.082,336413.0,4,8
+Metallica,The Four Horsemen - Remastered,57.0,0.224,0.938,,-6.907,1,0.408,0.00157,0.0765,0.106,0.327,203.79,432547.0,4,8
+David Darling,Darkwood 1,40.0,0.0985,0.00711,5.0,-30.47,0,0.0486,0.91,0.927,0.108,0.114,172.161,2.39445,4,7
+Jane's Addiction,Just Because,57.0,0.369,0.996,10.0,-1.531,0,0.0931,3.83e-05,0.14,0.249,0.209,98.162,231853.0,4,1
+Zohar Argov,בדד,29.0,0.544,0.539,5.0,-7.721,0,0.0265,0.0362,2.13e-06,0.329,0.347,68.546,286187.0,4,9
+George Clanton,Driving in My Car,43.0,0.597,0.678,1.0,-6.391,1,0.0261,0.0278,0.882,0.117,0.646,97.003,217940.0,4,6
+VEXED,Fake,9.0,0.413,0.994,5.0,-3.621,1,0.171,0.00116,3.36e-06,0.286,0.0424,124.993,215253.0,4,10
+Matchbox,Rockabilly Rebel,45.0,0.639,0.964,7.0,-6.029,1,0.0407,0.556,0.00483,0.143,0.925,107.809,167040.0,4,10
+Nico,These Days,63.0,0.401,0.13,5.0,-17.638,1,0.0312,0.989,0.305,0.101,0.213,93.091,210653.0,4,1
+The Killers,When You Were Young,,0.441,0.976,8.0,-3.09,0,0.147,0.000335,0.0475,0.298,0.248,130.411,220413.0,4,1
+R. D. Burman,Bombay To Goa Theme - Instrumental,3.0,0.306,0.719,8.0,-8.044,1,0.204,0.854,0.77,0.0903,0.392,170.909,2.71555,4,3
+Allman Brothers Band,Trouble No More,52.0,0.556,0.567,9.0,-11.426,0,0.0333,0.0581,0.00143,0.0907,0.858,141.345,227751.0,4,2
+aswekeepsearching,The Moment,19.0,0.277,0.243,8.0,-18.456,0,0.0348,0.966,0.889,0.105,0.0379,150.074,110000.0,3,6
+BVDLVD,WHATS UP?,42.0,0.5,0.967,1.0,1.355,1,0.446,0.159,0.000237,0.358,0.292,80.034,168160.0,4,10
+Avenged Sevenfold,Nightmare,71.0,0.554,0.949,2.0,-4.928,1,0.0787,0.000318,9.98e-05,0.2,0.233,129.984,374453.0,4,8
+Somerset,–ö–∞–π–º–∞–Ω—ã,30.0,0.621,0.76,11.0,-7.493,0,0.0345,0.000168,0.225,0.14,0.839,119.993,244000.0,4,6
+Gene Watson,Love In The Hot Afternoon,,0.536,0.404,4.0,-11.265,1,0.0351,0.532,,0.101,0.29,112.682,3.354,3,4
+Elai Botner,עוד אחד ששר לך,50.0,0.677,0.71,1.0,-7.914,1,0.0756,0.00978,,0.196,0.864,107.965,226002.0,4,9
+Martin Kohlstedt,JUL,44.0,0.338,0.136,2.0,-20.596,0,0.0319,0.967,0.929,0.089,0.0572,88.494,301190.0,5,6
+Mastodon,Iron Tusk,45.0,0.468,0.982,2.0,-6.274,1,0.074,7.63e-06,0.752,0.177,0.261,127.616,183013.0,4,8
+Pastime,Samantha Crain,1.0,0.595,0.543,7.0,-5.614,1,0.0232,0.164,0.0324,0.13,0.605,96.043,3.457116667,4,0
+Lovegod,JUMP!,33.0,0.58,0.888,4.0,-5.424,0,0.0305,0.00143,,0.367,0.678,125.982,163610.0,4,10
+Jimmy Eat World,The Middle,79.0,0.643,0.849,2.0,-5.428,1,0.0526,0.0371,,0.058,0.903,162.152,165853.0,4,10
+Melanie C,Never Be The Same Again - Acoustic,40.0,0.686,0.387,7.0,-8.148,0,0.0316,0.7,2.66e-06,0.114,0.471,80.991,205134.0,4,9
+The Offspring,Want You Bad,69.0,0.491,0.966,4.0,-4.28,1,0.0538,5.59e-05,,0.307,0.614,105.544,202573.0,4,10
+Stratovarius,Hunting High And Low,53.0,0.505,0.978,6.0,-3.166,0,0.11,0.000163,0.268,0.346,0.389,93.793,248867.0,4,8
+אביב מארק,לילה של רוק טיפתי,4.0,0.4,0.723,2.0,-7.679,1,0.0626,0.349,0.00124,0.265,0.201,184.475,183164.0,4,10
+FEVER 333,BITE BACK,50.0,0.545,0.998,8.0,-3.645,1,0.234,0.0192,,0.877,0.142,129.992,190657.0,4,10
+Monthly Mu & New Caledonia,ISSUE,36.0,0.886,0.49,9.0,-9.215,0,0.109,0.317,5.04e-06,0.12,0.499,108.006,251507.0,4,9
+KISS,We Are One,50.0,0.507,0.873,5.0,-4.683,0,0.0432,0.00561,1.27e-06,0.268,0.362,89.137,281373.0,4,8
+Yung Bleu,Thieves In Atlanta (feat. Coi Leray),59.0,0.534,0.499,10.0,-7.968,1,0.104,0.672,,0.122,0.581,170.012,192048.0,4,5
+Gods and Monsters,"Johnny Flynn, Robert Macfarlane",30.0,0.39,0.588,2.0,-8.032,1,0.0341,0.693,0.00174,0.108,0.434,122.284,3.60955,4,0
+Bloc Party,Helicopter,59.0,0.47,0.954,11.0,-3.631,0,0.134,0.000159,0.0043,0.405,0.412,170.1,220173.0,4,6
+Courteeners,Not Nineteen Forever,32.0,0.406,0.916,2.0,-2.945,1,0.041,0.000181,,0.0864,0.275,139.787,241453.0,4,6
+Yung Baby Tate,I Am (feat. Flo Milli),73.0,0.932,0.835,1.0,-3.905,1,0.156,0.105,,0.0847,0.926,144.02,182465.0,4,5
+Lotte Kestner,Halo,56.0,0.576,0.121,9.0,-17.343,1,0.036,0.952,0.00111,0.1,0.063,116.826,4.49866667,4,0
+Dudu Tassa,ישר,19.0,0.334,0.306,11.0,-9.242,0,0.0299,0.951,,0.181,0.152,99.477,140547.0,4,10
+Meg Ward,Make U Mine,,0.814,0.785,1.0,-10.308,1,0.167,0.144,0.0117,0.316,0.63,131.955,261822.0,4,6
+Money Man,Whole Lotta,,0.8,0.629,7.0,-8.096,1,0.113,0.227,0.00418,0.124,0.199,139.921,152494.0,4,5
+Meek Mill,Going Bad (feat. Drake),81.0,0.889,0.496,4.0,-6.365,0,0.0905,0.259,,0.252,0.544,86.003,180522.0,4,9
+Little Sonny,The Creeper Returns,15.0,0.443,0.704,4.0,-5.695,1,0.0574,0.347,0.795,0.388,0.851,183.416,253733.0,4,2
+Metric,Combat Baby,51.0,0.649,0.914,9.0,-6.199,1,0.0455,0.00573,0.000165,0.0997,0.739,139.125,209760.0,4,1
+John Mayall & The Bluesbreakers,Hideaway - Mono Instrumental,49.0,0.369,0.759,9.0,-4.718,1,0.0361,0.000815,0.364,0.329,0.868,132.281,193560.0,4,2
+Mono Death,–õ–µ—Ç–æ,30.0,0.532,0.582,7.0,-7.804,1,0.0321,0.188,0.429,0.108,0.366,150.124,216059.0,4,6
+Mukesh,Sab Kuchh Seekha Ham Ne,23.0,0.581,0.543,,-11.163,1,0.0385,0.473,1.33e-05,0.448,0.755,98.354,3.646,4,3
+Republica,Ready to Go,49.0,0.559,0.952,7.0,-4.68,1,0.0544,0.000242,0.192,0.204,0.243,130.047,301533.0,4,1
+Ambient Jazz Ensemble,Aura,27.0,0.365,0.305,8.0,-10.089,0,0.0276,0.11,0.937,0.11,0.0958,82.858,276027.0,3,6
+Nicki Minaj,Fractions,75.0,0.924,0.523,,-6.362,1,0.132,0.011,,0.17,0.144,131.892,181690.0,4,5
+Semisonic,Closing Time,72.0,0.478,0.854,7.0,-5.454,1,0.0289,0.0204,1.21e-06,0.115,0.274,91.854,274160.0,4,9
+RJD2,Ghostwriter,62.0,0.747,0.68,1.0,-6.187,1,0.0346,0.0107,0.803,0.0964,0.594,93.804,317933.0,4,9
+Merrell Fankhauser & H.M.S Bounty,A Visit With Ashiya,23.0,0.501,0.437,5.0,-14.575,1,0.0255,0.0688,0.000393,0.349,0.406,91.145,209347.0,4,10
+Swifta Beater,Yeah Yeah 2,26.0,0.557,0.764,1.0,-7.928,0,0.117,0.00875,0.148,0.213,0.524,140.041,185213.0,4,5
+Winter Jazz Trio,Peace,44.0,0.511,0.19,2.0,-15.757,0,0.0332,0.957,0.737,0.189,0.113,97.135,3.421316667,4,7
+The Sundays,Here's Where The Story Ends,53.0,0.622,0.693,7.0,-8.619,1,0.0274,0.288,1.06e-06,0.136,0.843,109.055,230040.0,4,1
+Yehudit Ravitz,אמרת - אמרת,14.0,0.833,0.538,5.0,-12.777,1,0.033,0.272,0.00303,0.285,0.896,119.586,224000.0,4,10
+KISS,Rock And Roll All Nite,75.0,0.654,0.929,1.0,-5.906,1,0.0998,0.0468,,0.0539,0.902,144.774,168840.0,4,8
+Deftones,Swerve City,54.0,0.457,0.964,10.0,-2.963,1,0.0656,0.0001,0.00811,0.67,0.372,111.972,164987.0,4,8
+Backstreet Boys,Downpour,32.0,0.507,0.797,8.0,-3.333,0,0.0315,0.165,,0.112,0.394,108.91,3.357783333,4,9
+A Tribe Called Quest,We The People....,55.0,0.71,0.805,1.0,-5.471,1,0.0637,0.00909,,0.141,0.897,92.601,172013.0,4,10
+Nils Frahm,My Friend the Forest,51.0,0.253,0.0118,8.0,-33.838,1,0.042,0.952,0.614,0.245,0.149,82.843,316167.0,3,1
+Eric B. & Rakim,Follow The Leader,42.0,0.787,0.623,10.0,-18.273,0,0.178,0.19,4.55e-06,0.107,0.818,109.906,336867.0,4,5
+Pixies,Debaser,64.0,0.489,0.913,5.0,-9.152,0,0.0479,0.00015,0.709,0.0703,0.539,135.756,171747.0,4,6
+"Alanis Morissette, Willie Nelson",On The Road Again,44.0,0.527,0.415,,-8.065,1,0.0347,0.789,9.07e-05,0.152,0.251,93.326,2.32178333,4,0
+Kacey Musgraves,Rainbow,72.0,0.581,0.197,3.0,-7.697,1,0.0329,0.88,,0.107,0.349,130.367,214293.0,4,9
+Wax Tailor,I Had a Woman,34.0,0.569,0.566,7.0,-7.644,1,0.369,0.122,0.106,0.354,0.459,180.057,159554.0,4,2
+Harriette,at least i'm pretty,53.0,0.86,0.422,1.0,-9.785,1,0.0296,0.541,0.00449,0.139,0.523,99.958,106800.0,4,6
+Blxst,Got It All,62.0,0.605,0.583,,-5.068,0,0.294,0.357,,0.314,0.534,92.713,159130.0,4,5
+Guru,Insert A (Mental Relaxation)/Medicine,43.0,0.728,0.481,6.0,-13.32,1,0.179,0.088,2.87e-05,0.309,0.652,82.944,259533.0,4,5
+Pearl Jam,Alive,75.0,0.284,0.875,11.0,-6.069,0,0.0422,0.00752,0.000461,0.402,0.595,75.009,340907.0,4,10
+jxdn,Better Off Dead,70.0,0.684,0.672,10.0,-5.762,0,0.0341,0.151,,0.116,0.381,93.965,155674.0,4,5
+Memphis La Blusera,La Bifurcada,46.0,0.471,0.957,5.0,-5.695,1,0.137,0.00498,0.00806,0.819,0.17,112.815,457892.0,4,2
+Tim Montana,Stronger Than You,50.0,0.66,0.619,9.0,-4.193,0,0.0265,0.665,2.6e-05,0.0893,0.531,144.869,188400.0,4,10
+Shokran,Creatures from the Mud,40.0,0.472,0.989,11.0,-3.127,0,0.119,5.48e-05,0.00102,0.313,0.137,122.535,265714.0,4,8
+The Robert Cray Band,All the Way,34.0,0.561,0.398,9.0,-12.848,1,0.0607,0.686,0.0025,0.135,0.363,171.834,311667.0,4,2
+The Cold Stares,In The Night Time,41.0,0.679,0.728,2.0,-9.478,1,0.0325,0.0795,0.0127,0.151,0.748,120.014,188142.0,4,2
+The Housemartins,Happy Hour,48.0,0.535,0.858,10.0,-11.109,1,0.0453,0.101,2.18e-06,0.141,0.926,95.792,142093.0,4,1
+Lata Mangeshkar,Tum Mujhse Door Chale Jana Na,6.0,0.309,0.258,8.0,-12.18,0,0.0458,0.99,0.000234,0.136,0.157,77.03,4.55555,1,3
+ShrekDiMC,עוד,27.0,0.655,0.846,1.0,-4.01,1,0.119,0.144,,0.0517,0.618,195.901,210689.0,4,5
+Disturbed,The Vengeful One,67.0,0.238,0.967,4.0,-2.602,0,0.136,0.000213,1.18e-06,0.26,0.58,170.128,252003.0,4,8
+Rich The Kid,Nasty (feat. Rubi Rose),53.0,0.877,0.54,1.0,-7.398,1,0.391,0.0503,,0.0883,0.544,158.07,185133.0,4,5
+Little Milton,Grits Ain't Groceries (All Around The World),32.0,0.683,0.507,1.0,-14.429,0,0.0726,0.517,,0.151,0.904,120.63,159920.0,4,2
+Refused,Born On The Outs,44.0,0.615,0.821,9.0,-6.422,0,0.0647,0.00918,0.0193,0.219,0.391,125.039,214760.0,4,1
+Rat Tally,Shrug,26.0,0.446,0.373,,-9.192,1,0.0312,0.0949,2.13e-06,0.116,0.201,144.073,151257.0,4,1
+Sir Sly,Material Boy,44.0,0.625,0.8,,-4.385,1,0.0277,0.00271,0.000762,0.0521,0.127,110.0,224625.0,4,10
+Nego True,Pick Your Poison,20.0,0.648,0.437,5.0,-13.245,0,0.368,0.849,,0.0901,0.551,130.654,240020.0,3,5
+Squeeze,Tempted,59.0,0.729,0.356,6.0,-13.743,0,0.0347,0.0916,0.0905,0.052,0.392,95.026,240333.0,4,1
+Outkast,ATLiens,67.0,0.918,0.734,11.0,-2.832,0,0.269,0.0296,8.01e-06,0.191,0.608,97.044,230693.0,4,5
+Barbaro,Barbaro,46.0,0.467,0.329,2.0,-11.429,1,0.0295,0.662,0.0445,0.096,0.362,108.777,3.43355,4,0
+The Stone Roses,I Am the Resurrection - Remastered,58.0,0.357,0.866,4.0,-6.324,1,0.0411,0.00191,0.114,0.0815,0.721,129.071,492947.0,4,10
+DBN Gogo,Khuza Gogo,58.0,0.632,0.541,1.0,-12.129,1,0.242,0.341,0.00215,0.0937,0.484,113.007,380500.0,4,9
+Chloe George,ghost town (voice memo),74.0,0.471,0.229,8.0,-6.504,1,0.0358,0.953,,0.0909,0.358,68.41,2.2875,3,9
+Paulo Mendonca,Going Up,40.0,0.613,0.793,,-6.82,0,0.0666,0.0319,,0.341,0.806,180.026,187532.0,4,2
+Britney Spears,Better,36.0,0.657,0.824,1.0,-3.155,1,0.0347,0.0189,0.00108,0.0859,0.76,96.996,3.16555,4,9
+The Go Getters,Welcome to My Hell,43.0,0.583,0.92,9.0,-5.607,0,0.0948,0.202,0.00371,0.0744,0.632,97.722,188480.0,4,10
+"Louise Farrenc, David Berlin, Benjamin Martin","Cello Sonata in B-Flat Major, Op. 46: II. Andante sostenuto",37.0,0.252,0.034,3.0,-29.298,1,0.0407,0.971,0.928,0.112,0.147,118.01,5.53555,3,7
+Omer Adam,רחוק מכולם,45.0,0.804,0.492,9.0,-6.609,0,0.0511,0.674,,0.0923,0.856,120.063,175213.0,4,9
+The Kinks,All Day and All of the Night,68.0,0.551,0.86,7.0,-7.839,1,0.0796,0.262,4.57e-06,0.0558,0.723,136.921,141507.0,4,10
+Robert Finley,Country Boy,44.0,0.685,0.727,7.0,-7.619,1,0.0648,0.0431,0.021,0.102,0.731,143.551,344973.0,4,2
+NOFX,Linewleum (feat. Avenged Sevenfold),49.0,0.489,0.953,4.0,-3.475,1,0.0607,2.3e-05,0.06,0.0408,0.354,99.939,199782.0,4,10
+Exhorder,The Man That Never Was,40.0,0.476,0.984,2.0,-4.457,1,0.088,1.4e-05,0.00861,0.363,0.351,93.992,203000.0,4,8
+In Flames,The Truth,45.0,0.482,0.992,10.0,-4.001,0,0.0959,0.00179,0.00179,0.198,0.186,125.065,184531.0,4,10
+Scar Of The Sun,Inertia,31.0,0.474,0.907,11.0,-12.085,0,0.0548,3.62e-05,2.23e-05,0.182,0.149,101.201,230187.0,3,8
+The Dose,Cold Hands,36.0,0.61,0.678,2.0,-8.776,1,0.0326,0.0125,0.023,0.146,0.315,125.012,258425.0,4,10
+"Black Country, New Road",Science Fair,48.0,0.555,0.667,2.0,-9.73,1,0.0626,0.0672,0.264,0.382,0.253,126.132,380093.0,4,6
+Taylor Swift,Out Of The Woods,67.0,0.553,0.841,7.0,-6.937,1,0.0396,0.000743,1.19e-05,0.341,0.338,92.008,235800.0,4,9
+Lielle,תרשום,24.0,0.768,0.598,6.0,-9.952,1,0.185,0.326,2.9e-05,0.161,0.761,122.019,190940.0,4,6
+Aaron Goldberg,Perhaps,,0.471,0.34,,-18.042,1,0.0405,0.672,0.753,0.12,0.46,99.424,5.290666667,3,7
+Black Pumas,Black Moon Rising,51.0,0.538,0.605,3.0,-7.608,0,0.0368,0.128,0.00445,0.151,0.729,158.181,221947.0,4,2
+BLOXX,Off My Mind,35.0,0.568,0.741,2.0,-5.64,1,0.0395,0.0122,,0.371,0.771,104.056,189466.0,4,6
+Mem Shannon,Doing The Best That I Can,4.0,0.691,0.809,7.0,-5.338,1,0.0499,0.233,0.000981,0.173,0.749,95.655,220333.0,4,2
+Fall Out Boy,Beat It - Studio Version,54.0,0.56,0.93,7.0,-4.492,1,0.0661,0.0378,2.37e-06,0.317,0.807,149.93,227880.0,4,10
+Eels,Mr. E's Beautiful Blues - Remix,8.0,0.8,0.649,,-8.248,1,0.0293,0.453,0.000152,0.0804,0.864,114.074,234520.0,4,2
+Belle Mt.,Hollow,58.0,0.415,0.23,11.0,-9.666,1,0.0499,0.803,5.4e-06,0.0908,0.203,177.999,236627.0,3,10
+"Scott Hamilton, Dena DeRose, Ignasi González, Jo Krause",Young and Foolish,48.0,0.456,0.276,5.0,-7.419,1,0.0316,0.965,0.0525,0.0775,0.157,103.335,5.51025,4,7
+Fugazi,Waiting Room,65.0,0.616,0.727,1.0,-8.176,0,0.0365,0.00401,0.86,0.157,0.54,92.259,173267.0,4,10
+The Rasmus,In the Shadows,69.0,0.6,0.796,2.0,-4.481,1,0.0275,0.000109,5.2e-05,0.484,0.75,105.991,257920.0,4,10
+Chuck Berry,Sweet Little Sixteen,53.0,0.507,0.627,1.0,-7.838,1,0.0354,0.575,,0.198,0.962,175.309,3.01245,4,10
+Disturbed,Stricken,73.0,0.404,0.969,8.0,-2.938,1,0.195,8.51e-05,0.0114,0.268,0.29,173.878,245227.0,4,8
+Sinead O Brien,Kid Stuff - Edit,33.0,0.571,0.926,11.0,-3.246,0,0.15,0.00178,0.00117,0.35,0.582,131.023,192035.0,4,6
+Robben Ford,White Rock Beer...8 Cents,31.0,0.348,0.799,4.0,-6.018,0,0.0455,0.0781,0.49,0.178,0.564,107.979,353684.0,4,2
+Jefferson Starship,Miracles,54.0,0.617,0.335,9.0,-15.914,0,0.0301,0.366,,0.115,0.655,113.226,412040.0,4,10
+Black Veil Brides,Lost It All,49.0,0.254,0.563,10.0,-7.495,0,0.0392,0.0895,0.00221,0.195,0.0979,111.685,319947.0,4,10
+Manfred Mann's Earth Band,Blinded By The Light,59.0,0.456,0.696,5.0,-10.0,1,0.0653,0.291,0.000207,0.0853,0.508,142.156,428133.0,4,10
+Fiona Apple,Criminal,62.0,0.595,0.804,7.0,-7.911,0,0.0326,0.0129,1.97e-05,0.299,0.586,89.846,341533.0,4,10
+Dream Wife,Hasta La Vista,36.0,0.929,0.626,4.0,-5.996,1,0.0383,0.0483,0.000113,0.102,0.859,123.134,222215.0,4,1
+Mohammed Rafi,Tumsa Nahin Dekha,22.0,0.756,0.526,6.0,-9.258,1,0.037,0.619,0.000522,0.155,0.966,126.612,3.512216667,4,3
+Childish Gambino,35.31,53.0,0.798,0.559,5.0,-10.868,1,0.0592,0.286,,0.349,0.604,102.018,236507.0,4,6
+Marcus King,Say You Will,41.0,0.437,0.82,11.0,-5.854,0,0.0341,0.079,4.05e-05,0.633,0.634,107.088,234547.0,4,2
+Loft Trio,Dave’s Waltz,53.0,0.467,0.157,10.0,-19.59,1,0.0354,0.939,0.929,0.148,0.153,90.97,4.41955,3,7
+RINSE,Back Into Your Arms,37.0,0.5,0.794,3.0,-7.579,1,0.029,0.00478,0.00582,0.0926,0.257,90.007,263801.0,4,6
+The Cure,10:15 Saturday Night,49.0,0.651,0.409,9.0,-10.864,0,0.0879,0.00428,0.0277,0.176,0.363,173.76,222093.0,4,10
+Narkis,ממה אתה בורח,36.0,0.702,0.763,2.0,-5.237,0,0.0518,0.0175,1.91e-05,0.189,0.6,103.004,223511.0,4,5
+"Britney Spears, Ape Drums",Mood Ring (By Demand) - Ape Drums Remix,30.0,0.821,0.582,8.0,-3.908,0,0.0621,0.133,0.00039,0.0527,0.88,104.991,3.644333333,4,9
+Metallica,Fuel,67.0,0.49,0.951,1.0,-3.777,1,0.0477,2.02e-05,0.0027,0.0314,0.589,106.946,269800.0,4,8
+Borito,Song for Dawn,20.0,0.674,0.772,9.0,-8.414,1,0.0401,0.0101,0.67,0.15,0.928,134.979,185800.0,4,6
+One Minute Silence,Rise And Shine,38.0,0.686,0.932,7.0,-5.562,0,0.0612,0.018,0.0052,0.151,0.48,118.116,196133.0,4,8
+Billie Marten,Human Replacement,28.0,0.533,0.663,1.0,-8.301,0,0.0341,0.237,0.0814,0.0709,0.702,175.927,185627.0,4,6
+Beck,Devils Haircut,51.0,0.686,0.729,7.0,-4.848,1,0.0298,0.175,0.000833,0.137,0.79,123.546,192933.0,4,1
+Ishman Bracey,Saturday Blues,30.0,0.643,0.0574,,-17.999,0,0.0462,0.993,8.76e-06,0.113,0.572,112.408,209267.0,4,2
+The Black Keys,Ten Cent Pistol,50.0,0.59,0.551,,-6.693,0,0.0305,0.25,0.00668,0.111,0.304,105.482,269829.0,4,2
+Jessica Andrews,Who I Am,58.0,0.463,0.674,7.0,-5.422,1,0.0319,0.0115,,0.123,0.259,84.039,4.2539,4,4
+Josh Ritter,Old Black Magic,47.0,0.344,0.821,,-6.377,1,0.0321,0.0164,0.000468,0.131,0.761,205.418,286440.0,4,1
+Travis Tritt,It's A Great Day To Be Alive,71.0,0.595,0.653,7.0,-4.935,1,0.0265,0.246,,0.264,0.542,128.93,4.02555,4,4
+Finger Eleven,Paralyzer,72.0,0.644,0.939,11.0,-3.486,0,0.0456,0.157,,0.233,0.861,106.031,208107.0,4,10
+Scott Hamilton,Good Morning Heartache,45.0,0.526,0.17,9.0,-13.089,0,0.0411,0.823,0.777,0.114,0.18,117.414,5.368883333,4,7
+Bryce Janey,Funky Guitar Blues,43.0,0.563,0.871,5.0,-5.825,1,0.029,0.000197,0.0128,0.0928,0.517,114.894,261627.0,4,10
+T Garcia,Poquito,54.0,0.844,0.785,11.0,-5.405,0,0.0833,0.343,0.00011,0.505,0.454,99.992,171211.0,4,9
+Jane's Addiction,Been Caught Stealing,57.0,0.639,0.929,,-4.762,1,0.212,0.00326,0.0501,0.242,0.688,103.758,214707.0,4,10
+Big Homie Ty.Ni,Jelly,62.0,0.886,0.708,10.0,-4.391,0,0.36,0.176,1.53e-05,0.328,0.533,145.967,142808.0,4,5
+Cash Cash,Too Late (feat. Wiz Khalifa & Lukas Graham),70.0,0.552,0.74,2.0,-2.335,1,0.124,0.074,,0.113,0.601,97.049,193918.0,4,9
+Jay Fendi,Lie To Me,36.0,0.831,0.385,8.0,-10.151,1,0.248,0.73,,0.117,0.502,137.954,125257.0,4,5
+The Detroit Cobras,Cha Cha Twist,43.0,0.537,0.823,9.0,-5.874,1,0.0322,0.00784,2.19e-06,0.122,0.759,132.241,151827.0,4,10
+Eyal Golan,גבר מאוהב,29.0,0.666,0.948,4.0,-2.709,0,0.0466,0.28,3.65e-06,0.299,0.768,103.997,231467.0,4,9
+Ariel View,Temporary,37.0,0.576,0.519,6.0,-8.847,1,0.0269,0.0839,0.0882,0.266,0.546,110.07,214375.0,4,10
+The Killers,Here With Me,59.0,0.5,0.731,10.0,-4.535,1,0.0312,0.192,0.00045,0.158,0.112,135.97,292320.0,4,10
+MARINA,Purge The Poison,70.0,0.581,0.822,,-5.082,1,0.0591,0.0519,,0.08,0.544,139.98,196573.0,4,9
+Babyface Ray,Paperwork Party - Remix,47.0,0.76,0.531,5.0,-8.728,0,0.298,0.276,,0.15,0.508,100.027,202067.0,4,5
+Pixies,Bone Machine,22.0,0.576,0.519,,-13.799,1,0.0302,0.0652,0.13,0.937,0.658,112.105,197648.0,4,10
+Le Tigre,Deceptacon,74.0,0.603,0.864,4.0,-3.341,0,0.0668,0.055,0.00493,0.0986,0.616,160.488,184627.0,4,1
+"Lata Mangeshkar, Padmini Kolhapure, Shivangi Kolhapure","Yaadon Ki Baaraat, Pt. 2",15.0,0.423,0.501,2.0,-10.4,0,0.0445,0.865,,0.206,0.701,154.046,3.846666667,3,3
+Crim,A Song and a Promise,22.0,0.428,0.987,11.0,-4.197,0,0.127,0.000534,7.3e-05,0.227,0.139,96.9,209931.0,4,8
+Kelvyn Boy,Tele,49.0,0.848,0.743,1.0,-7.095,0,0.0804,0.362,0.0014,0.102,0.706,100.036,194400.0,4,9
+סלט גרוב,בא ליהנות - רמיקס,17.0,0.537,0.871,11.0,-2.89,0,0.328,0.283,,0.132,0.811,86.331,220000.0,4,5
+Flume,Voices,50.0,0.567,0.758,9.0,-3.998,1,0.095,0.0937,0.00249,0.601,0.242,133.687,114645.0,4,6
+Afterglow,Black Hole,44.0,0.26,0.901,7.0,-5.871,1,0.051,1.6e-05,0.292,0.314,0.218,90.369,242079.0,3,8
+Masayoshi Fujita,Sadness - Carlos Cipa Rework,33.0,0.158,0.0356,4.0,-32.22,1,0.0419,0.975,0.928,0.156,0.0369,98.614,386085.0,1,1
+Moshe Peretz,כשאת הלכת,25.0,0.782,0.502,1.0,-8.356,0,0.0366,0.694,,0.124,0.397,109.052,213487.0,4,9
+Balmorhea,The Myth,43.0,0.528,0.163,7.0,-19.696,0,0.0295,0.895,0.929,0.105,0.141,98.417,221797.0,4,1
+Movement At Night,No Matter What,25.0,0.484,0.833,7.0,-5.453,1,0.0522,6.29e-05,0.00556,0.0296,0.279,87.516,260250.0,4,10
+Mike WiLL Made-It,"Perfect Pint (feat. Kendrick Lamar, Gucci Mane & Rae Sremmurd)",60.0,0.741,0.562,4.0,-5.474,0,0.165,0.172,,0.0751,0.292,180.068,240926.0,4,5
+The Maine,Sticky,59.0,0.669,0.819,,-4.716,1,0.0363,0.11,,0.212,0.762,105.055,178901.0,4,10
+Kelpe,All the Way Round - Edit,40.0,0.252,0.147,2.0,-19.74,0,0.0365,0.911,0.949,0.103,0.0317,108.025,270025.0,4,1
+The Strokes,Heart In a Cage,59.0,0.418,0.857,8.0,-5.133,1,0.0404,2.73e-06,0.805,0.368,0.12,140.02,206173.0,4,10
+Boy Bjorn,Too Young,36.0,0.624,0.613,4.0,-6.709,1,0.0262,0.409,0.00364,0.386,0.808,76.002,192625.0,4,10
+Alan Jackson,Drive (For Daddy Gene),60.0,0.713,0.579,11.0,-8.066,1,0.0413,0.338,,0.174,0.511,125.179,4.04555,4,4
+Unprocessed,Exhale,29.0,0.339,0.984,1.0,-2.535,1,0.255,9.59e-05,0.784,0.262,0.374,142.385,207177.0,3,8
+Finch,Letters To You,43.0,0.412,0.847,1.0,-3.948,1,0.0522,2.43e-05,,0.101,0.377,117.96,199600.0,4,10
+Big X,Mad Love,29.0,0.461,0.706,6.0,-6.34,1,0.0526,0.00373,,0.324,0.24,126.387,148810.0,4,10
+Death From Above 1979,One + One,49.0,0.508,0.797,8.0,-8.07,1,0.123,0.000457,0.0539,0.095,0.516,149.969,226296.0,4,10
+Harlott,Detritus of the Final Age,14.0,0.283,0.949,8.0,-5.636,1,0.107,1.79e-05,0.0176,0.271,0.107,102.783,294240.0,3,8
+Glen Campbell,Rhinestone Cowboy,62.0,0.644,0.633,,-8.006,1,0.0261,0.102,6.82e-05,0.227,0.647,115.193,3.240883333,4,4
+Sonic Boom,Almost Nothing Is Nearly Enough - Remix,11.0,0.193,0.738,9.0,-7.32,1,0.081,0.249,0.148,0.108,0.0694,111.535,478067.0,4,6
+Anthrax,Bring The Noise,55.0,0.601,0.831,2.0,-8.582,1,0.17,0.00086,,0.102,0.296,120.962,211787.0,4,8
+≈™la,strawberry cheeks,49.0,0.623,0.445,,-7.827,1,0.0331,0.716,,0.21,0.393,90.065,134724.0,3,9
+Porno for Pyros,Pets,57.0,0.578,0.515,11.0,-9.541,1,0.0347,0.05,0.0268,0.119,0.302,112.879,216733.0,4,10
+Kadinja,Stone of Mourning,34.0,0.376,0.987,2.0,-3.882,1,0.23,2.13e-05,8.83e-06,0.179,0.274,75.052,219700.0,4,8
+Blac Rabbit,Seize the Day,34.0,0.368,0.715,5.0,-7.718,1,0.0452,0.00394,0.000383,0.313,0.498,146.105,302877.0,4,1
+G. Love & Special Sauce,Go Crazy (feat. Keb' Mo'),25.0,0.741,0.789,2.0,-4.733,1,0.0594,0.183,0.000824,0.162,0.863,95.986,220960.0,4,2
+Afterglow,Ephemeral,42.0,0.54,0.934,4.0,-5.232,1,0.0612,3.26e-05,0.000261,0.405,0.494,115.061,246000.0,4,8
+James Arthur,Train Wreck - Acoustic,61.0,0.529,0.364,6.0,-8.112,0,0.0381,0.748,,0.0913,0.384,75.024,209390.0,4,9
+Knesiyat Hasechel,Lemaya Yesh Ekdach (Maya Has A Gun),31.0,0.594,0.772,9.0,-6.423,1,0.0288,0.0333,0.0022,0.107,0.338,108.036,241787.0,4,10
+Times Of Grace,The Burden of Belief,,0.405,0.621,5.0,-6.611,0,0.0387,0.0256,0.0353,0.418,0.192,120.001,339492.0,4,8
+U2,Vertigo,64.0,0.416,0.819,9.0,-3.974,1,0.0613,0.000138,0.00108,0.147,0.632,140.083,193520.0,4,1
+Bloc Party,Flux,54.0,0.49,0.963,1.0,-3.755,0,0.148,0.00052,0.00281,0.055,0.317,152.029,216613.0,4,10
+Gene Hart Trio,Dolphin Dance,36.0,0.473,0.258,,-16.261,1,0.031,0.959,0.851,0.11,0.205,125.929,4.9,4,7
+Bob Marley & The Wailers,Could You Be Loved,78.0,0.916,0.72,,-8.548,1,0.1,0.36,0.00016,0.0958,0.76,103.312,237000.0,4,10
+"Maria Theresia von Paradis, Jian Wang, Göran Söllscher",Sicilienne (Arr. by Söllscher),18.0,0.331,0.0236,5.0,-27.06,1,0.0473,0.99,0.857,0.108,0.101,34.132,3.168,4,7
+Electric Six,Danger! High Voltage - Soulchild Radio Mix,59.0,0.66,0.698,11.0,-4.722,0,0.0302,1.92e-05,0.166,0.0517,0.511,123.005,214600.0,4,10
+Kalan.FrFr,Never Lose You,56.0,0.561,0.598,11.0,-8.339,0,0.0882,0.395,,0.108,0.477,97.697,181867.0,4,5
+Jensen McRae,Immune,57.0,0.545,0.365,6.0,-8.97,1,0.0396,0.136,4.86e-06,0.201,0.233,150.125,3.50276667,4,0
+Larkin Poe,Tears Of Blue To Gold,36.0,0.56,0.801,,-5.745,1,0.0557,0.0088,1.36e-06,0.0789,0.566,140.095,192352.0,4,2
+Luc Brooks,London Plane,55.0,0.463,0.108,,-19.102,0,0.0419,0.975,0.818,0.125,0.159,114.066,3.328966667,4,7
+Apoorva Krishna,Blossom,14.0,0.309,0.307,8.0,-9.591,1,0.0335,0.869,0.808,0.345,0.0392,103.553,358000.0,4,6
+Glenn Astro,The Yancey,30.0,0.793,0.656,7.0,-9.665,1,0.0541,0.102,0.87,0.0902,0.588,123.021,269290.0,4,1
+Lanai String Section,Escapes within,42.0,0.212,0.0284,7.0,-25.232,0,0.0453,0.87,0.908,0.0815,0.0391,88.931,1.4818,4,7
+INXS,New Sensation,,0.682,0.954,9.0,-4.952,1,0.0627,0.00756,3.9e-05,0.0508,0.927,115.472,3.66933333,4,10
+Champion Jack Dupree,"One Scotch, One Bourbon, One Beer - Bonus Track",33.0,0.432,0.667,,-7.849,1,0.0439,0.127,0.000294,0.181,0.907,173.727,254200.0,4,2
+Penfold,M,27.0,0.264,0.927,2.0,-5.659,1,0.082,0.00395,0.000133,0.0962,0.111,150.024,263440.0,4,10
+Radiohead,Everything In Its Right Place,66.0,0.296,0.463,5.0,-11.412,0,0.0449,0.705,0.0482,0.0954,0.0629,123.943,251427.0,5,10
+Twenty One Pilots,Saturday,68.0,0.687,0.89,8.0,-5.99,1,0.0344,0.00396,0.000939,0.0436,0.854,113.06,172232.0,4,9
+Eliad,מקסיקו,26.0,0.723,0.854,8.0,-7.936,1,0.0585,0.00139,0.000195,0.276,0.52,95.001,237584.0,4,9
+Plini,Handmade Cities,44.0,0.588,0.755,8.0,-6.842,1,0.0434,0.0497,0.684,0.163,0.437,102.941,285040.0,4,8
+Quaker City Night Hawks,Good Evening,42.0,0.527,0.606,5.0,-6.799,1,0.0305,0.0134,0.00029,0.418,0.267,105.509,279107.0,4,2
+Malkat Haplakat,מיליון פעם,16.0,0.604,0.598,1.0,-6.155,0,0.0268,0.00218,0.0259,0.107,0.414,108.029,244987.0,4,6
+Maximo Park,Books From Boxes,59.0,0.611,0.568,5.0,-6.142,1,0.032,0.0906,,0.117,0.567,95.546,208653.0,4,10
+Sarit Hadad,לו יהי,13.0,0.385,0.479,9.0,-6.427,0,0.026,0.521,1.28e-06,0.139,0.359,82.858,214307.0,4,9
+Eric Gales,Southpaw Serenade (feat. Doyle Bramhall II),36.0,0.448,0.725,10.0,-5.883,0,0.0581,0.31,0.000173,0.34,0.569,124.946,511427.0,3,2
+Gemma Griffiths,Ndinewe,37.0,0.571,0.639,9.0,-6.242,1,0.0481,0.101,0.428,0.121,0.341,94.946,234424.0,4,9
+Yehudit Ravitz,עין גדי,28.0,0.527,0.0596,,-19.036,1,0.0358,0.831,,0.111,0.41,143.34,236693.0,4,10
+Oscar Peterson Trio,C Jam Blues,,0.471,0.309,5.0,-18.649,1,0.038,0.803,0.0156,0.115,0.848,116.213,3.39,4,7
+Trophie,Recover,32.0,0.638,0.471,4.0,-8.565,1,0.0651,0.181,3.66e-05,0.0619,0.24,129.973,206769.0,4,6
+Scorpion Child,Acid Roulette,37.0,0.187,0.938,,-3.635,1,0.0658,2.25e-05,0.192,0.231,0.423,133.635,349467.0,4,8
+Willie Nelson,Blue Skies,51.0,0.381,0.335,2.0,-12.797,1,0.0362,0.207,0.088,0.1,0.259,83.792,3.557333333,4,4
+John Henriksson,The Distance,45.0,0.375,0.131,6.0,-19.125,1,0.033,0.946,0.936,0.111,0.0366,64.128,2.591916667,4,7
+R.L. Beats,Ill Die for U,29.0,0.924,0.247,10.0,-9.562,1,0.0711,0.0491,0.427,0.0894,0.341,119.979,147000.0,4,6
+Tame Impala,Alter Ego - 2020 Mix,58.0,0.408,0.903,,-2.924,1,0.0561,0.00256,0.000821,0.117,0.368,128.942,289867.0,4,6
+Liza Anne,"1,000 Years",48.0,0.437,0.301,,-8.519,1,0.0384,0.645,,0.117,0.203,126.016,3.65,4,0
+Altered Five Blues Band,Mischief Man,29.0,0.669,0.852,7.0,-5.718,1,0.0549,0.409,0.0235,0.335,0.851,111.028,198603.0,4,2
+Yuni Wa,Satellite,37.0,0.612,0.942,9.0,-6.472,1,0.43,0.0193,0.954,0.0993,0.83,128.007,142567.0,4,6
+Sarah Proctor,The Breaks,41.0,0.579,0.212,,-11.439,1,0.0439,0.903,9.52e-06,0.089,0.0634,130.18,200476.0,4,9
+PVRIS,Use Me (feat. 070 Shake),56.0,0.315,0.618,10.0,-6.71,0,0.053,0.0353,0.0118,0.113,0.226,79.175,203027.0,4,10
+Young Stoner Life,That Go! (feat. T-Shyne),65.0,0.703,0.589,1.0,-6.193,1,0.0534,0.00584,,0.116,0.223,145.927,225867.0,4,5
+Cold Cave,Prayer From Nowhere,40.0,0.464,0.875,11.0,-9.198,0,0.0256,0.00116,0.748,0.104,0.683,104.986,303120.0,4,10
+Memphis Minnie,If You See My Rooster (Please Run Him Home),35.0,0.792,0.142,3.0,-16.024,1,0.0442,0.985,0.184,0.112,0.669,94.375,195307.0,4,2
+Backstreet Boys,Love Somebody,19.0,0.577,0.85,11.0,-3.932,1,0.0568,0.00454,,0.124,0.561,127.993,3.4298,4,9
+Rammstein,DEUTSCHLAND,73.0,0.521,0.895,7.0,-5.242,1,0.0442,5.54e-05,0.349,0.0985,0.237,120.117,322340.0,4,10
+HUNNY,Xbox Luvr,52.0,0.693,0.824,7.0,-8.139,0,0.0415,0.00726,0.0662,0.0826,0.822,108.018,176708.0,4,6
+Coal Chamber,Loco,56.0,0.497,0.914,6.0,-6.532,1,0.0601,0.00178,0.00105,0.258,0.16,133.738,254693.0,4,8
+Fall Out Boy,"Dance, Dance",,0.63,0.966,11.0,-2.879,0,0.134,0.00474,,0.0354,0.5,114.455,181440.0,4,10
+Kathleen Edwards,Glenfern,47.0,0.666,0.803,2.0,-6.156,1,0.028,0.0228,0.000493,0.193,0.54,123.011,270120.0,4,1
+Itay Levi,חסרה לי בנוף,31.0,0.559,0.745,1.0,-5.775,0,0.081,0.43,,0.105,0.213,147.155,202449.0,4,9
+Rotting Christ,Χ Ξ Σ - 666,47.0,0.39,0.758,3.0,-6.329,1,0.0312,0.00114,0.829,0.0978,0.0993,84.003,348053.0,4,8
+The Oil Barons,Vitch,23.0,0.273,0.889,5.0,-7.038,1,0.0998,0.00878,0.652,0.411,0.22,130.041,358283.0,4,6
+Yuppies With Jeeps,Kiss My Lie,4.0,0.619,0.303,11.0,-10.348,1,0.0308,0.203,0.0221,0.0988,0.281,114.921,214987.0,4,6
+Bon Iver,PDLIF,57.0,0.328,0.461,6.0,-8.79,1,0.0434,0.447,7.49e-05,0.155,0.232,126.015,177286.0,4,6
+AC/DC,Hard as a Rock,61.0,0.481,0.724,4.0,-5.642,1,0.0324,0.0018,0.177,0.11,0.2,116.322,271000.0,4,10
+"Jo Dee Messina, Tim McGraw",Bring On The Rain,54.0,0.468,0.404,5.0,-7.25,1,0.0286,0.689,,0.177,0.148,138.115,4.002883333,4,4
+Survivor,Is This Love,49.0,0.679,0.772,3.0,-8.946,1,0.0328,0.557,,0.0338,0.749,118.129,222560.0,4,10
+Gurr,She Says,36.0,0.63,0.768,6.0,-5.667,1,0.0294,0.353,0.0814,0.108,0.519,119.978,212638.0,4,6
+Yehudit Ravitz,ילדה קטנה ביער,11.0,0.656,0.494,4.0,-10.666,1,0.0302,0.0189,0.149,0.11,0.316,139.151,297733.0,4,10
+Vokonis,Grasping Time - Single Version,31.0,0.199,0.824,5.0,-7.814,0,0.0444,6.65e-06,0.799,0.15,0.412,142.911,260652.0,4,8
+Pop Up!,Answer,37.0,0.72,0.555,6.0,-7.385,1,0.157,0.0183,0.852,0.0794,0.662,121.993,230656.0,4,6
+Vintage Trouble,Blues Hand Me Down,38.0,0.399,0.97,5.0,-3.381,0,0.0625,0.00298,0.000113,0.116,0.701,161.801,225853.0,4,9
+Liam Gallagher,Shockwave,50.0,0.434,0.891,2.0,-3.238,0,0.0439,7.56e-06,,0.257,0.39,123.958,211192.0,4,10
+Des Rocs,Dead Ringer,48.0,0.568,0.9,7.0,-3.629,0,0.139,0.0377,,0.363,0.375,94.963,162743.0,4,10
+Combichrist,Hate Like Me,42.0,0.646,0.906,5.0,-3.848,0,0.0449,0.000172,,0.28,0.625,125.944,255194.0,4,8
+Kate Tempest,The Beigeness,37.0,0.887,0.855,,-6.21,1,0.186,0.146,3.66e-05,0.109,0.67,116.982,188777.0,4,1
+Black Pool,Olive Juice,38.0,0.74,0.363,9.0,-8.706,1,0.0377,0.515,0.000441,0.124,0.308,145.562,197028.0,4,9
+Sierpien,–í–∞–ª—é—Ç—ã –æ–±–µ–∏—Ö —Å—Ç—Ä–∞–Ω,27.0,0.627,0.736,2.0,-8.394,1,0.0358,0.298,0.646,0.356,0.856,125.101,159564.0,4,6
+Sucker,Madeline Kenney,42.0,0.511,0.674,9.0,-9.536,1,0.0274,0.117,0.0105,0.129,0.663,173.949,4.72285,4,0
+alexmaax,Bets Off,31.0,0.456,0.499,,-11.231,0,0.0338,0.754,0.295,0.0941,0.533,104.919,256924.0,4,6
+End of the World,Forever (feat. NIKI),41.0,0.582,0.762,11.0,-5.792,1,0.0633,0.258,,0.364,0.372,81.009,176187.0,4,10
+At The Drive In,One Armed Scissor,48.0,0.253,0.931,4.0,-4.189,0,0.142,0.0611,3.1e-05,0.639,0.25,162.374,260293.0,4,10
+Volumes,NO LOVE,36.0,0.544,0.985,1.0,-5.236,1,0.0895,0.00106,0.000143,0.311,0.424,109.991,197474.0,4,8
+Matt Andersen,Last Surrender,31.0,0.714,0.435,7.0,-5.696,1,0.0346,0.276,4.9e-05,0.11,0.187,92.936,197748.0,3,2
+Mötley Crüe,"Girls, Girls, Girls",70.0,0.6,0.931,7.0,-4.647,1,0.0734,0.0296,7.1e-05,0.392,0.542,140.123,4.50711667,4,10
+"Jatin-Lalit, Asha Bhosle, Udit Narayan",Ajnabi Mujhko Itna Bata,46.0,0.535,0.727,5.0,-4.532,0,0.0442,0.768,3.86e-05,0.0713,0.621,98.23,6.23,4,3
+Frankie Goes To Hollywood,Relax,71.0,0.676,0.695,11.0,-13.395,0,0.0392,0.326,1.09e-05,0.0462,0.691,114.93,236800.0,4,9
+Bon Jovi,Thank You For Loving Me,66.0,0.385,0.342,2.0,-7.749,1,0.0285,0.416,,0.119,0.131,132.864,308933.0,4,10
+LUNA,Blind,47.0,0.776,0.656,8.0,-7.081,0,0.0631,0.229,0.0305,0.164,0.658,119.938,190000.0,4,6
+DED,Anti-Everything,49.0,0.678,0.967,1.0,-3.548,1,0.0873,0.00251,,0.264,0.365,109.03,194868.0,4,8
+Laney Keyz,What Love (feat. Calboy),51.0,0.7,0.845,1.0,-2.892,1,0.0707,0.137,,0.152,0.785,130.033,190093.0,4,5
+Ravid Plotnik,נתראה בגלגול הבא,47.0,0.51,0.396,6.0,-13.945,0,0.0389,0.184,0.51,0.68,0.197,111.506,213720.0,3,5
+YONAKA,Guilty,48.0,0.643,0.262,11.0,-5.686,1,0.0376,0.807,,0.0943,0.394,122.904,276107.0,4,10
+The Killers,Jenny Was A Friend Of Mine,55.0,0.542,0.961,11.0,-5.606,1,0.0518,0.000128,0.00119,0.286,0.472,114.048,243933.0,4,10
+Jake Bugg,The Love We’re Hoping For,37.0,0.524,0.512,1.0,-7.809,0,0.034,0.361,,0.113,0.278,126.397,188667.0,4,10
+Borai,Make Me,43.0,0.581,0.933,10.0,-6.315,0,0.0426,0.000311,0.0958,0.0704,0.546,130.0,298411.0,4,6
+New Sylveon,—è –±–æ–ª—å—à–µ –Ω–µ –∫—É—Å–∞—é—Å—å,33.0,0.37,0.599,6.0,-5.5,1,0.0387,0.0911,2.37e-06,0.237,0.488,176.785,165424.0,4,6
+The Flower Kings,Black Flag,28.0,0.399,0.59,4.0,-8.305,1,0.0315,0.0737,0.00133,0.333,0.199,139.912,459640.0,4,10
+Between The Buried And Me,The Coma Machine,44.0,0.273,0.971,7.0,-4.495,1,0.139,7e-05,0.00079,0.284,0.249,145.088,455920.0,4,8
+Travis,Side,61.0,0.455,0.849,7.0,-5.461,0,0.0284,0.000493,1.52e-05,0.466,0.533,90.955,239240.0,4,10
+Young Clancy,PARABLE 3,28.0,0.677,0.772,3.0,-7.438,1,0.424,0.303,2.15e-05,0.299,0.721,148.163,106048.0,4,1
+Lil Nas X,SUN GOES DOWN,42.0,0.551,0.636,2.0,-6.798,1,0.054,0.0837,4.28e-06,0.112,0.148,174.065,168276.0,4,5
+Rhodes Rodosu,Luna,39.0,0.594,0.944,7.0,-5.084,0,0.19,0.114,0.00102,0.286,0.3,103.004,242330.0,4,6
+Polo & Pan,Ani Kuni - Edit,60.0,0.704,0.669,,-5.691,1,0.0309,0.0862,0.348,0.108,0.305,121.005,169267.0,4,6
+Jan Harbeck Quartet,Lighter Shades,42.0,0.508,0.162,7.0,-12.7,0,0.0302,0.928,0.418,0.101,0.38,71.541,5.804216667,4,7
+VRSTY,MONTERO (Call Me By Your Name),34.0,0.469,0.884,11.0,-5.626,1,0.315,0.0506,3.98e-06,0.0861,0.174,178.944,180000.0,4,10
+Jerry Garcia Band,The Harder They Come (feat. Béla Fleck) - Live,20.0,0.498,0.881,,-6.433,1,0.0626,0.507,0.0388,0.97,0.617,113.988,645680.0,4,10
+Lo Greco Bros Quartet,Naima,34.0,0.364,0.501,10.0,-6.138,0,0.0349,0.744,0.113,0.305,0.177,175.564,4.661783333,5,7
+The Fall of Troy,F.C.P.R.E.M.I.X.,59.0,0.226,0.891,9.0,-5.531,0,0.0702,0.000631,9.75e-06,0.225,0.511,167.876,237680.0,4,10
+The Damned,The Shadow Of Love,37.0,0.483,0.6,5.0,-11.83,1,0.0323,0.159,0.299,0.521,0.655,109.925,229960.0,4,10
+Atreyu,Save Us,59.0,0.409,0.816,,-4.59,1,0.0743,0.00384,2.86e-06,0.0932,0.385,164.841,141608.0,4,10
+Architects,Gravedigger,49.0,0.529,0.943,2.0,-4.446,1,0.0571,5.11e-05,4.34e-05,0.142,0.226,119.983,245300.0,4,8
+"Mauricio Hernandez Monterrubio, José Isidoro",Campeche,47.0,0.57,0.278,2.0,-7.268,1,0.0528,0.953,0.849,0.0997,0.287,122.99,3.638216667,3,7
+Omar and The Howlers,"Honest I Do (feat. Gary Clark, Jr.)",35.0,0.72,0.412,9.0,-8.139,1,0.0305,0.421,0.00071,0.102,0.463,111.444,141107.0,3,2
+The Civil Wars,Billie Jean,61.0,0.532,0.203,9.0,-8.524,0,0.0668,0.829,,0.108,0.543,89.646,259920.0,4,10
+Hundreds,Untold - Pure Current,29.0,0.59,0.129,5.0,-17.165,1,0.0546,0.958,0.864,0.107,0.0377,116.271,267443.0,4,6
+Editors,Papillon,56.0,0.505,0.947,7.0,-5.157,1,0.0613,2.07e-05,0.00635,0.301,0.629,125.995,324134.0,4,6
+E-Z,לא הכל מן אללה,40.0,0.596,0.709,1.0,-6.479,1,0.0359,0.27,,0.421,0.595,152.182,220263.0,4,5
+Justice,We Are Your Friends - Justice Vs Simian,61.0,0.615,0.97,9.0,1.342,0,0.119,0.0104,0.384,0.178,0.507,122.993,262773.0,4,1
+Blackbriar,Deadly Diminuendo,46.0,0.424,0.82,10.0,-6.895,0,0.0538,0.00484,0.000975,0.12,0.153,115.1,300579.0,4,8
+Little Walter,My Babe,56.0,0.676,0.334,5.0,-10.572,1,0.0508,0.862,,0.32,0.867,158.0,162040.0,4,2
+Little Sonny,It's Hard Going Up (But Twice As Hard Coming Down),5.0,0.702,0.685,2.0,-9.264,1,0.0346,0.451,0.0532,0.159,0.885,126.404,234200.0,3,2
+P.O.D.,Youth of the Nation,71.0,0.563,0.86,8.0,-7.533,1,0.0621,0.00834,0.0106,0.39,0.517,97.867,256240.0,4,10
+Merle Haggard,Are the Good Times Really Over (I Wish a Buck Was Still Silver),55.0,0.616,0.217,,-15.439,1,0.0335,0.808,0.000109,0.122,0.141,130.613,4.22155,3,4
+Robert Wilkins,That's No Way To Get Along,30.0,0.448,0.315,8.0,-14.961,1,0.0353,0.904,,0.235,0.372,98.548,172533.0,4,2
+Fibre,The Only One,36.0,0.654,0.92,1.0,-6.389,1,0.514,0.0254,0.339,0.143,0.709,120.065,168000.0,4,6
+Becca Mancari,Golden (Acoustic),49.0,0.359,0.17,4.0,-10.915,1,0.0308,0.91,0.000238,0.11,0.178,137.062,5.12186667,3,0
+Cannibal Corpse,Necrogenic Resurrection,53.0,0.462,0.974,1.0,-5.82,1,0.0816,2.94e-05,0.723,0.0751,0.399,107.877,186576.0,3,8
+"Astronauts, etc.",Cherry Plum,42.0,0.667,0.659,4.0,-10.264,0,0.04,0.728,0.249,0.141,0.826,139.947,174857.0,4,6
+otta,just like the rain,19.0,0.507,0.516,11.0,-6.133,0,0.0391,0.452,3.15e-05,0.135,0.27,109.821,187147.0,4,6
+Jagwar Twin,Happy Face,64.0,0.396,0.77,9.0,-4.728,1,0.06,0.0184,,0.12,0.412,177.542,170733.0,4,9
+Vundabar,Montage Music,32.0,0.493,0.856,7.0,-6.686,1,0.0556,0.0277,0.0026,0.258,0.818,159.641,194867.0,4,6
+"Conner Youngblood, Nylo",Everyday - Edit,41.0,0.469,0.607,7.0,-10.174,1,0.0371,0.369,0.0124,0.119,0.287,184.986,3.55395,4,0
+Marcus Miller,For the Love of Freedom,46.0,0.538,0.0687,2.0,-17.993,0,0.0371,0.967,0.461,0.0854,0.132,103.808,2.535116667,4,7
+Jasmin Moallem,אור הירח,51.0,0.625,0.624,9.0,-8.391,1,0.14,0.179,7.15e-05,0.22,0.394,150.005,208200.0,4,5
+The 1975,It's Not Living (If It's Not With You),70.0,0.618,0.837,1.0,-5.338,1,0.0304,0.000254,0.000378,0.0618,0.526,121.227,248336.0,4,10
+4 Non Blondes,What's Up?,80.0,0.565,0.564,2.0,-10.044,1,0.0292,0.161,,0.114,0.454,134.355,295533.0,4,10
+Bashar Murad,Maskhara,35.0,0.647,0.864,5.0,-4.496,1,0.0428,0.00881,,0.273,0.5,94.986,186411.0,4,9
+Holly Humberstone,Haunted House,62.0,0.366,0.269,9.0,-9.197,1,0.0439,0.871,,0.101,0.238,127.523,133227.0,4,9
+The Derek Trucks Band,Sweet Inspiration,48.0,0.629,0.748,9.0,-6.3,1,0.0406,0.0924,,0.0449,0.439,111.066,278907.0,4,2
+Little Big Town,Girl Crush,69.0,0.5,0.225,,-10.22,1,0.0302,0.842,,0.112,0.355,173.788,3.222,3,4
+The Fray,Heartbeat,53.0,0.458,0.821,9.0,-5.076,1,0.0334,0.000594,9.46e-05,0.161,0.323,144.46,220693.0,4,10
+The Marías,Hush,65.0,0.846,0.431,5.0,-6.549,0,0.0351,0.071,0.176,0.0861,0.684,93.038,181893.0,4,6
+Sean Leon,free,34.0,0.736,0.502,10.0,-9.4,0,0.0587,0.481,0.00028,0.0866,0.296,103.985,151731.0,4,1
+Mrigya,Bhaag Bihag,11.0,0.383,0.696,7.0,-7.557,1,0.0417,0.265,0.763,0.281,0.379,139.068,8.096216667,4,0
+Oceanhoarse,Reaching Skywards,34.0,0.32,0.967,7.0,-5.898,0,0.0548,2.06e-06,0.859,0.305,0.081,130.338,246534.0,4,8
+Westlife,We Are One,2.0,0.529,0.528,8.0,-6.566,1,0.029,0.157,,0.135,0.278,118.03,3.74,4,9
+Garbage,Push It,46.0,0.568,0.907,4.0,-7.002,0,0.0318,0.000324,0.174,0.0702,0.895,123.886,242533.0,4,10
+Megan Davies,"Love Yourself, Out of the Woods, Roses - Acoustic Mashup",50.0,0.589,0.183,11.0,-13.31,1,0.0583,0.708,,0.393,0.36,90.556,3.95605,4,0
+Rascal Flatts,What Hurts The Most,70.0,0.537,0.674,5.0,-5.134,0,0.0277,0.0088,,0.265,0.33,136.002,3.56845,4,4
+Led Zeppelin,The Ocean - Remaster,56.0,0.443,0.555,4.0,-9.303,0,0.0474,0.0533,0.024,0.311,0.755,87.982,271027.0,4,10
+Matt Andersen,Been My Last,34.0,0.353,0.348,4.0,-9.934,1,0.0381,0.376,1.98e-05,0.0825,0.154,127.566,224867.0,3,2
+Catatonia,Road Rage,51.0,0.495,0.594,8.0,-6.447,1,0.0291,0.0178,0.000243,0.215,0.428,93.445,308386.0,4,6
+"Shashwat Singh, Rishabh Shankar",Albela,25.0,0.446,0.617,1.0,-7.883,1,0.0478,0.582,0.00292,0.0972,0.0696,159.768,2.25,4,0
+The Black Crowes,Jealous Guy,40.0,0.472,0.634,,-5.361,1,0.0324,0.0588,,0.105,0.641,124.27,297707.0,4,10
+Pepper,Stone Love,62.0,0.837,0.478,6.0,-5.861,0,0.0627,0.0571,0.00129,0.0569,0.81,78.746,254800.0,4,10
+Common,What Do You Say (Move It Baby) [Feat. PJ],54.0,0.793,0.699,6.0,-9.849,1,0.37,0.0199,0.000183,0.108,0.897,98.957,242347.0,4,5
+"Landon Austin, Aubrey Toone",Driver's License (Acoustic),43.0,0.614,0.327,11.0,-9.49,1,0.0314,0.585,,0.0885,0.43,145.051,3.8862,4,0
+Colonial Cousins,Krishna,35.0,0.594,0.619,1.0,-11.123,0,0.0478,0.597,0.000144,0.0694,0.385,89.691,5.835783333,1,0
+D Double E,Grinding Away,31.0,0.484,0.775,3.0,-7.761,0,0.46,0.0462,,0.173,0.907,61.024,210057.0,4,5
+King Gizzard & The Lizard Wizard,East West Link,50.0,0.461,0.75,,-8.688,0,0.0436,0.0243,0.451,0.116,0.798,166.019,188786.0,4,6
+DZ Deathrays,Make Yourself Mad,38.0,0.472,0.871,1.0,-4.89,1,0.0597,0.000115,,0.335,0.489,128.004,160160.0,4,10
+Leony,Faded Love,76.0,0.748,0.748,11.0,-3.852,1,0.0465,0.374,,0.261,0.393,132.101,148346.0,4,9
+"Camille Saint-Saëns, Sol Gabetta","The Carnival of the Animals, R. 125: XIII. The Swan",8.0,0.197,0.0527,7.0,-24.809,1,0.0432,0.991,0.945,0.0731,0.0386,82.876,3.222883333,4,7
+Carmella Gross & Wagner,תמונה אימפרסיוניסטית,28.0,0.735,0.385,2.0,-15.624,1,0.0356,0.367,0.567,0.0659,0.533,126.023,196000.0,4,10
+Henry Webb-Jenkins,Months,20.0,0.687,0.199,8.0,-13.854,1,0.0402,0.839,0.00796,0.117,0.153,112.417,194000.0,3,9
+Ajotabeats,ANOTHER NIGHT,41.0,0.772,0.941,6.0,-7.609,0,0.165,0.076,0.625,0.0793,0.693,125.016,236175.0,4,6
+N.O.R.E.,Superthug,48.0,0.845,0.921,2.0,-4.711,1,0.184,0.00766,9.75e-06,0.0419,0.367,95.84,300360.0,4,5
+BTS,Butter,96.0,0.759,0.459,8.0,-5.187,1,0.0948,0.00323,,0.0906,0.695,109.997,2.7407,4,9
+Mustasch,Down in Black,39.0,0.524,0.94,10.0,-5.602,0,0.0504,0.000337,0.242,0.287,0.654,95.919,162827.0,4,8
+Katatonia,Lacquer,46.0,0.527,0.453,,-11.677,0,0.033,0.219,3.93e-05,0.104,0.179,120.024,282107.0,3,8
+Beware Of Darkness,Howl,46.0,0.23,0.888,2.0,-3.414,1,0.0512,0.000776,0.000292,0.414,0.368,90.716,243823.0,4,10
+Trippie Redd,Miss The Rage (feat. Playboi Carti),88.0,0.584,0.859,8.0,-5.616,1,0.121,0.0144,,0.847,0.369,77.005,236883.0,4,9
+Kaunis Kuolematon,Hyv√§sti,34.0,0.436,0.907,4.0,-6.784,0,0.0608,0.000493,0.793,0.348,0.0692,115.017,452900.0,4,8
+You Me At Six,WYDRN,46.0,0.556,0.881,4.0,-4.656,0,0.04,0.0391,1.78e-05,0.187,0.736,133.058,209960.0,4,10
+Shlomo Artzi,דבק,35.0,0.637,0.625,10.0,-8.169,0,0.0342,0.641,5.64e-06,0.12,0.491,113.993,226667.0,4,10
+Melike Şahin,Uykumun Boynunu Bükme,53.0,0.538,0.477,9.0,-10.481,0,0.027,0.0322,0.000244,0.0939,0.721,105.898,273993.0,4,10
+John Garcia,Jim's Whiskers,32.0,0.343,0.872,5.0,-5.602,0,0.0914,0.0207,0.364,0.147,0.588,115.991,222169.0,4,10
+Marina Maximilian,Not Afraid,37.0,0.334,0.536,9.0,-6.649,0,0.0381,0.378,,0.106,0.235,152.429,204947.0,4,9
+Leon Bridges,Motorbike,67.0,0.721,0.485,5.0,-11.213,0,0.0681,0.158,0.275,0.107,0.614,150.027,188617.0,4,1
+"Clifford Brown, Max Roach Quintet",If I Love Again,27.0,0.552,0.69,2.0,-9.203,0,0.045,0.604,0.0976,0.24,0.948,128.789,3.39955,4,7
+The Raconteurs,"Steady, As She Goes",66.0,0.525,0.578,9.0,-4.563,1,0.12,0.0132,0.00916,0.108,0.537,123.696,215267.0,4,1
+Machine Head,Battery,38.0,0.277,0.993,6.0,-5.27,0,0.147,0.00067,0.0701,0.0985,0.0736,99.456,304667.0,4,8
+Peer Tasi,כתבתי מילים,32.0,0.485,0.392,5.0,-7.744,0,0.0302,0.787,,0.111,0.313,71.375,245135.0,4,9
+Candlemass,The Pendulum,34.0,0.217,0.807,8.0,-4.802,1,0.0469,1.19e-05,0.179,0.0733,0.249,103.893,299293.0,3,8
+Muse,Supermassive Black Hole,76.0,0.668,0.921,7.0,-3.727,1,0.0439,0.0492,0.00517,0.0877,0.782,120.0,212440.0,4,1
+Alvaro Soler,Magia,76.0,0.757,0.671,8.0,-7.541,0,0.0422,0.104,,0.0729,0.837,133.008,192500.0,4,9
+10-FEET,アオ,43.0,0.327,0.952,,-2.345,1,0.128,0.0017,,0.0259,0.296,189.938,224267.0,4,10
+Sheryl Crow,Soak Up The Sun,1.0,0.717,0.732,4.0,-4.985,1,0.0426,0.0394,,0.136,0.708,119.996,292307.0,4,10
+Kid Ink,Champion,59.0,0.287,0.956,5.0,-2.847,0,0.258,0.0937,,0.423,0.475,82.578,156848.0,4,5
+Philip Sayce,Spirit,42.0,0.479,0.905,4.0,-6.606,0,0.0565,0.00076,0.00219,0.326,0.274,90.007,218088.0,4,2
+"Molly Parden, Hollow Hum",Landslide,56.0,0.366,0.262,2.0,-12.635,1,0.0322,0.767,2.06e-05,0.119,0.181,151.11,4.09845,4,0
+Dudu Aharon,פריז או ארומה,19.0,0.719,0.928,,-3.215,0,0.0326,0.0736,,0.339,0.929,105.004,204067.0,4,9
+Post-Party,Wasting Time,39.0,0.459,0.747,3.0,-5.439,1,0.0309,0.000956,0.000146,0.104,0.673,89.974,167556.0,4,6
+Forth Wanderers,Nevermine,41.0,0.385,0.637,4.0,-5.176,1,0.0315,0.0455,0.349,0.286,0.246,163.913,234098.0,4,6
+Westlife,Talk Me Down,1.0,0.345,0.346,4.0,-8.168,1,0.0284,0.496,6.21e-06,0.117,0.155,149.713,4.03045,4,9
+Bettye LaVette,The High Road,16.0,0.649,0.448,8.0,-7.6,1,0.0278,0.785,0.00192,0.0953,0.36,80.521,269533.0,3,2
+Itay Levi,זוכרת,39.0,0.506,0.583,9.0,-6.989,0,0.108,0.133,,0.254,0.445,170.014,229037.0,4,9
+Yuval Dayan,צבעים,32.0,0.37,0.57,4.0,-8.316,0,0.0361,0.285,0.0054,0.102,0.362,113.595,260506.0,4,9
+Red Hot Chili Peppers,Taste The Pain - Remastered,40.0,0.641,0.828,11.0,-5.412,0,0.0722,0.0864,8.85e-06,0.246,0.776,104.714,271933.0,4,10
+Death,God of Thunder,40.0,0.446,0.892,,-4.809,1,0.0524,2.45e-05,0.00131,0.115,0.377,107.465,240693.0,4,8
+The Lemonheads,Mrs. Robinson - Remastered,63.0,0.494,0.936,11.0,-7.195,0,0.0398,0.0112,0.000693,0.276,0.834,107.543,224480.0,4,6
+N.W.A.,Straight Outta Compton,55.0,0.773,0.947,8.0,-5.824,1,0.249,0.117,,0.44,0.464,102.146,266194.0,4,5
+Bernard Allison,Same Ole Feeling,20.0,0.742,0.696,9.0,-7.198,0,0.0384,0.294,2.34e-06,0.0802,0.765,82.252,244624.0,4,2
+Yoshinori Hayashi,Make up One’s Mind,27.0,0.409,0.48,,-11.899,1,0.0311,0.0133,0.86,0.138,0.152,163.33,210000.0,4,6
+Wars,"High Art, Low Culture",39.0,0.46,0.949,9.0,-1.026,1,0.0751,0.00026,0.58,0.0421,0.255,142.917,158349.0,4,8
+Under the Concrete,Joshua Burnside,45.0,0.431,0.392,6.0,-9.994,0,0.0585,0.705,7.33e-06,0.174,0.3,98.667,3.431266667,3,0
+The James Hunter Six,He's Your Could've Been,39.0,0.908,0.517,2.0,-9.919,0,0.108,0.784,0.0025,0.0851,0.762,114.68,160635.0,4,9
+FINNEAS,American Cliché,64.0,0.772,0.503,11.0,-7.603,0,0.0873,0.0732,,0.0785,0.496,138.046,203389.0,4,9
+Erkin Koray,Fesuphanallah,52.0,0.58,0.422,5.0,-14.462,0,0.0342,0.409,9.79e-05,0.0581,0.844,134.912,217400.0,4,10
+Lady Leshurr,Queen's Speech 4,47.0,0.661,0.531,7.0,-10.113,0,0.548,0.141,,0.136,0.672,93.287,196615.0,5,5
+The Jesus and Mary Chain,Head On,49.0,0.561,0.871,,-5.48,1,0.0314,0.000179,0.237,0.0925,0.517,138.978,251480.0,4,10
+The Haunted,99,51.0,0.39,0.967,9.0,-3.619,1,0.0625,4.45e-06,0.0591,0.608,0.416,177.041,238813.0,4,8
+Warpaint,Ashes to Ashes,51.0,0.696,0.871,1.0,-6.482,1,0.0357,0.186,0.0282,0.173,0.8,118.938,310227.0,4,6
+Adult Mom,Breathing,31.0,0.542,0.668,,-5.924,1,0.0309,0.225,1.87e-06,0.096,0.651,104.914,194631.0,4,6
+Billie Marten,Garden of Eden,55.0,0.577,0.72,5.0,-8.08,1,0.0421,0.0496,0.00423,0.0977,0.465,150.085,199480.0,4,6
+Flavour,Berna,53.0,0.84,0.859,9.0,-4.28,0,0.129,0.233,,0.142,0.939,113.938,238576.0,4,9
+Maya De Vitry,When the Memories Come Around,14.0,0.421,0.491,,-9.252,1,0.0295,0.182,,0.195,0.731,147.726,184832.0,4,1
+Dirty Heads,Lift Me Up,56.0,0.621,0.668,,-5.15,1,0.046,0.0954,,0.114,0.685,163.901,153680.0,4,10
+The Voidz,Leave It In My Dreams,59.0,0.6,0.746,4.0,-4.696,0,0.0355,0.0226,0.0119,0.109,0.614,118.551,239442.0,4,6
+ENVYYOU,New Friends,46.0,0.545,0.651,11.0,-5.966,0,0.044,0.000792,1.43e-05,0.484,0.502,99.926,176349.0,4,1
+Sugar Ray,Fly,66.0,0.835,0.648,1.0,-8.15,1,0.0488,0.0202,0.225,0.308,0.674,99.701,244640.0,4,9
+Dan Kye,Moving,49.0,0.899,0.763,2.0,-11.548,1,0.0601,0.262,0.627,0.0869,0.905,122.005,315608.0,4,1
+Laura Les,Haunted,70.0,0.51,0.817,9.0,-8.666,1,0.0373,0.000654,0.0344,0.146,0.547,169.481,102007.0,4,10
+"Britney Spears, Backstreet Boys",Matches,49.0,0.957,0.507,,-6.206,1,0.0539,0.0451,,0.0543,0.817,123.998,2.881783333,4,9
+Whethan,Hurting on Purpose (feat. K.Flay),50.0,0.796,0.698,,-5.867,1,0.0676,0.0162,0.00115,0.312,0.727,140.966,129408.0,4,10
+Zuzu Bollin,Why Don't You Eat Where You Slept Last Night?,37.0,0.606,0.393,10.0,-16.296,1,0.0506,0.736,0.69,0.0823,0.832,131.863,174133.0,4,2
+Thou,Them Bones,32.0,0.159,0.785,9.0,-6.162,1,0.0388,3.44e-06,0.722,0.373,0.535,152.348,167842.0,4,8
+Galantis,Faith (with Dolly Parton) [feat. Mr. Probz] - Acoustic,47.0,0.557,0.518,7.0,-7.043,1,0.0315,0.339,,0.0867,0.354,110.291,173218.0,4,9
+Henrik Schwarz,Come Together - Beatless,29.0,0.286,0.413,7.0,-9.539,0,0.0386,0.609,0.163,0.0769,0.0521,184.368,343627.0,3,6
+Pale Waves,Easy,50.0,0.405,0.811,8.0,-3.82,1,0.0528,0.0407,0.000221,0.0727,0.63,175.018,174333.0,4,6
+Remy Ma,Conceited (There's Something About Remy),57.0,0.704,0.568,11.0,-7.786,1,0.51,0.216,,0.184,0.586,123.855,219560.0,5,5
+Scissor Sisters,Take Your Mama,56.0,0.758,0.954,8.0,-4.573,1,0.108,0.196,4.11e-05,0.0531,0.924,153.973,271907.0,4,9
+Long Distance Calling,Immunity,30.0,0.517,0.831,4.0,-7.821,0,0.045,0.00139,0.807,0.113,0.347,174.955,340147.0,3,10
+Mother Mother,Forgotten Souls,61.0,0.528,0.621,,-8.559,1,0.0455,0.346,1.47e-06,0.11,0.46,98.419,175737.0,4,10
+Superlove,btw! i adore u,37.0,0.536,0.836,,-5.976,1,0.0948,0.000233,0.00177,0.402,0.576,82.526,200909.0,4,10
+Nili Fink,Dmoot,3.0,0.613,0.292,6.0,-14.464,0,0.0331,0.694,0.0811,0.0827,0.275,122.124,269522.0,4,6
+Måneskin,I WANNA BE YOUR SLAVE,95.0,0.75,0.608,1.0,-4.008,1,0.0387,0.00165,,0.178,0.958,132.507,2.88911667,4,9
+Angels & Airwaves,Euphoria,42.0,0.318,0.919,2.0,-2.433,1,0.0774,0.00771,,0.115,0.38,88.981,264067.0,4,10
+Big Ups,Goes Black,31.0,0.377,0.976,6.0,-3.686,0,0.217,0.000107,0.0936,0.142,0.264,116.062,141560.0,4,10
+Igor Starshinov,101 Km,32.0,0.539,0.996,6.0,-2.57,1,0.0405,0.000895,0.91,0.331,0.656,130.01,265837.0,4,6
+Tash Sultana,Greed,,0.668,0.206,1.0,-19.407,0,0.0452,0.462,0.241,0.292,0.125,87.994,220909.0,4,10
+Total Control,Flesh War,39.0,0.579,0.636,2.0,-8.574,0,0.0276,0.0821,0.922,0.446,0.898,132.652,280853.0,4,1
+David Shaw,Heavy Soul,47.0,0.72,0.747,7.0,-4.413,1,0.0313,0.204,2.55e-05,0.139,0.919,145.047,182690.0,4,10
+Fleet Foxes,Tiger Mountain Peasant Song,49.0,0.645,0.132,6.0,-12.635,1,0.0327,0.927,0.00143,0.0845,0.257,131.011,208973.0,3,6
+Olive Amun,Blues,56.0,0.694,0.576,11.0,-7.064,1,0.0275,0.501,2.35e-06,0.264,0.445,117.997,150127.0,4,10
+Brass Against,The Pot,42.0,0.495,0.759,,-6.304,1,0.0381,0.0197,0.00138,0.167,0.387,107.12,381398.0,4,10
+Lost Frequencies,Rise,80.0,0.689,0.612,6.0,-6.014,1,0.0387,0.228,7.77e-06,0.368,0.461,122.076,193018.0,4,9
+Kaunis Kuolematon,Kylm√§ maa,29.0,0.406,0.963,11.0,-7.108,1,0.18,6.16e-05,0.849,0.176,0.052,124.932,421000.0,4,8
+Guitar Tom and the High Cats,Evelina,37.0,0.355,0.949,9.0,-5.356,1,0.0578,2.37e-05,1.34e-05,0.0728,0.792,83.704,154680.0,4,10
+MGMT,Electric Feel - Justice Remix,51.0,0.625,0.815,11.0,-3.915,1,0.177,0.0476,0.0977,0.07,0.528,107.273,327387.0,4,1
+Destroy Boys,Fences,55.0,0.377,0.991,4.0,-1.205,0,0.0932,0.00081,4.84e-06,0.298,0.258,122.147,238040.0,4,6
+The Beatles,She Loves You - Mono / Remastered,66.0,0.377,0.916,4.0,-3.199,0,0.0481,0.26,,0.074,0.912,75.533,140920.0,4,10
+Rews,Heart Is On Fire,30.0,0.436,0.64,2.0,-6.406,1,0.0519,0.0158,2.38e-05,0.259,0.284,203.7,187253.0,4,10
+TOOL,The Grudge,60.0,0.423,0.795,2.0,-7.408,1,0.0374,0.000162,0.843,0.269,0.307,96.045,515080.0,5,8
+BUZZ,Dreaming,36.0,0.602,0.698,,-3.167,1,0.0712,0.0597,,0.127,0.53,114.977,225893.0,4,10
+Fear No Empire,Revolt,31.0,0.488,0.99,6.0,-2.874,1,0.219,0.00494,,0.127,0.169,160.089,154962.0,4,1
+Roni Bar Hadas,Calm the Beast,20.0,0.455,0.658,9.0,-6.113,1,0.0508,0.0261,0.0154,0.0912,0.25,134.06,190720.0,3,6
+Conway Twitty,Don't Take It Away - Single Version,41.0,0.721,0.302,4.0,-16.424,1,0.0592,0.517,,0.168,0.433,88.461,3.69,4,4
+Great White,House Of Broken Love,49.0,0.581,0.468,9.0,-15.763,0,0.0314,0.0251,0.0845,0.0831,0.49,116.04,358427.0,3,10
+SR,Practice Makes Perfect,70.0,0.801,0.633,4.0,-7.069,1,0.293,0.102,,0.354,0.945,139.931,167143.0,4,5
+"Christone ""Kingfish"" Ingram",Empty Promises (Live),46.0,0.383,0.511,2.0,-7.143,0,0.0369,0.168,0.0061,0.256,0.294,121.049,469445.0,4,2
+my bloody valentine,Sometimes,53.0,0.356,0.609,7.0,-14.697,1,0.0514,1.09e-05,0.878,0.1,0.0952,128.432,319160.0,4,6
+Mashina,להתראות נעורים שלום אהבה,26.0,0.615,0.755,4.0,-8.794,0,0.0292,0.00924,0.000233,0.272,0.933,124.964,258920.0,4,10
+Liz Lawrence,Down For Fun,12.0,0.677,0.791,7.0,-5.34,1,0.0307,0.00394,0.0853,0.101,0.857,102.974,155000.0,4,1
+Night Tempo,Turn the Lights On,31.0,0.649,0.882,7.0,-5.461,1,0.327,0.0254,0.835,0.303,0.585,128.052,153750.0,4,6
+Metallica,One (Remastered),46.0,0.439,0.691,7.0,-9.158,1,0.0608,0.000666,0.0777,0.423,0.433,103.281,446146.0,3,10
+LANDMVRKS,Rainfall,45.0,0.247,0.981,7.0,-3.973,1,0.0964,9.38e-05,2.64e-05,0.398,0.193,136.611,194502.0,4,8
+Gary Allan,Smoke Rings In The Dark,51.0,0.534,0.596,2.0,-7.148,1,0.0279,0.277,0.000359,0.148,0.147,114.957,4.2941,4,4
+Orion Sun,Ne Me Quitte Pas (Don't Leave Me),57.0,0.617,0.5,6.0,-5.747,1,0.034,0.386,0.00521,0.107,0.516,90.026,168747.0,4,6
+Metal Church,For No Reason,33.0,0.362,0.968,9.0,-2.629,0,0.0741,6.56e-06,0.00204,0.0672,0.427,164.167,284518.0,4,8
+Joel Corry,Head & Heart (feat. MNEK),90.0,0.734,0.874,8.0,-3.158,1,0.0662,0.168,1.14e-05,0.0489,0.905,122.953,166028.0,4,9
+Louis Baker,Rainbow,43.0,0.448,0.263,2.0,-10.362,1,0.0459,0.708,1.87e-06,0.119,0.423,88.109,3.86246667,4,0
+Porsh Bet$,Peanut Butter,53.0,0.793,0.698,5.0,-8.089,1,0.0337,0.0478,,0.104,0.786,107.979,132058.0,4,9
+Sabbat,The Clerical Conspiracy - 2007 Remastered Version,28.0,0.267,0.982,6.0,-5.72,1,0.123,5.09e-06,0.712,0.147,0.228,142.271,337787.0,3,8
+Kan Sano,Think Twice,41.0,0.761,0.679,,-9.796,0,0.0668,0.102,0.826,0.13,0.861,94.998,269573.0,4,1
+ODB,Shimmy Shimmy Ya,68.0,0.814,0.481,,-5.183,1,0.245,0.097,3.83e-05,0.0495,0.193,96.252,161400.0,4,5
+Keb' Mo',The Medicine Man [Feat. Old Crow Medicine Show],54.0,0.801,0.637,,-6.406,1,0.0565,0.169,3.75e-05,0.0925,0.769,77.012,218360.0,4,1
+Alvin Youngblood Hart,Motivational Speaker,40.0,0.608,0.849,2.0,-6.66,1,0.0389,0.00371,0.0259,0.112,0.644,101.517,235720.0,4,2
+Fells,Searching For Nothing,38.0,0.542,0.733,3.0,-5.815,1,0.0318,0.0261,,0.0968,0.329,119.963,221938.0,4,10
+Loyle Carner,You Don't Know,49.0,0.716,0.83,1.0,-4.67,0,0.222,0.244,1.69e-06,0.103,0.674,92.147,250451.0,4,5
+Moneybagg Yo,Said Sum,72.0,0.929,0.667,8.0,-6.789,0,0.353,0.0185,,0.1,0.274,126.998,155168.0,4,5
+Walk Into a Storm,The Lone Bellow,32.0,0.461,0.272,7.0,-8.795,1,0.0328,0.335,1.33e-06,0.102,0.258,73.806,5.10355,4,0
+Jimi Hendrix,Are You Experienced?,49.0,0.403,0.763,8.0,-6.727,1,0.118,0.0277,0.00985,0.148,0.455,82.812,255613.0,4,10
+Greenleaf,Stray Bullit Woman,45.0,0.477,0.648,6.0,-7.687,1,0.0498,0.0254,0.0184,0.115,0.571,89.753,185440.0,4,10
+Guapdad 4000,Chicken Adobo,56.0,0.887,0.401,5.0,-8.132,1,0.0646,0.164,1.96e-06,0.0728,0.601,128.047,182833.0,4,5
+Corey Taylor,Black Eyes Blue,51.0,0.551,0.98,8.0,-3.755,0,0.0451,0.000899,4.16e-06,0.142,0.561,119.041,202446.0,4,10
+Lonely Time,Chris Smither,28.0,0.606,0.452,4.0,-10.376,1,0.0394,0.815,2.24e-05,0.118,0.657,126.687,3.37795,4,0
+Kasabian,L.S.F.,51.0,0.617,0.754,9.0,-7.395,1,0.0363,0.00754,0.000171,0.256,0.397,105.282,196853.0,4,6
+Two Feet,Never Enough,53.0,0.611,0.743,11.0,-4.272,0,0.0346,0.00244,,0.39,0.429,105.052,162787.0,4,10
+Eden Hason,סיבובים,53.0,0.888,0.786,6.0,-4.2,0,0.0517,0.135,2.95e-06,0.0754,0.771,100.03,185400.0,4,9
+Shireen,Umai,41.0,0.257,0.626,7.0,-7.156,1,0.0318,0.313,0.00368,0.188,0.293,83.979,378987.0,1,8
+Pretty Sick,Superstar,47.0,0.554,0.606,7.0,-5.74,1,0.0256,0.152,7.67e-06,0.282,0.599,93.991,220768.0,4,6
+Common,Black America Again,30.0,0.408,0.911,1.0,-5.647,1,0.344,0.201,,0.108,0.104,93.917,365480.0,4,5
+Johnny Winter,"I Can't Stand It - Live at The Woodstock Music & Art Fair, August 18, 1969",27.0,0.345,0.706,,-9.351,0,0.0448,0.191,0.168,0.836,0.766,88.069,369893.0,4,10
+Ella Lee,מה אתה רוצה,53.0,0.694,0.669,6.0,-6.722,1,0.0385,0.0685,,0.114,0.618,115.146,146087.0,4,9
+"Mukesh, Vyjayanthimala","Bol Radha Bol, Pt. 2",10.0,0.427,0.545,11.0,-13.159,0,0.0799,0.864,4.46e-06,0.555,0.954,98.489,4.649116667,4,3
+Ella Henderson,Let’s Go Home Together - Stripped,51.0,0.649,0.441,4.0,-4.042,1,0.0421,0.619,,0.152,0.331,153.603,221299.0,4,9
+bandofyou,Oblivion,29.0,0.627,0.865,9.0,-3.896,0,0.0431,0.0113,0.00364,0.35,0.705,129.996,202240.0,4,10
+Dead Pony,"23, Never Me",43.0,0.487,0.797,6.0,-5.634,0,0.0697,9.37e-05,0.0826,0.248,0.452,156.016,175432.0,4,6
+James Brown,Get Up Offa That Thing,61.0,0.864,0.813,2.0,-6.909,1,0.361,0.217,,0.874,0.72,118.006,239733.0,4,9
+Harbours & Oceans,Ripples (Echoes),44.0,0.182,0.0457,9.0,-21.788,0,0.0452,0.908,0.841,0.0716,0.136,108.549,2.906666667,4,7
+Hellryder,Night Rider,35.0,0.363,0.94,6.0,-5.773,0,0.1,0.000131,0.365,0.116,0.277,191.998,194587.0,4,8
+Neil Cowley,Don’t Walk Alone,41.0,0.448,0.154,10.0,-23.811,1,0.0405,0.795,0.878,0.275,0.154,79.955,278436.0,4,6
+Weezer,Troublemaker,38.0,0.652,0.739,8.0,-7.927,1,0.0314,0.0167,,0.146,0.82,131.483,164693.0,4,10
+UPSAHL,People I Don't Like,72.0,0.747,0.573,11.0,-6.562,0,0.295,0.268,,0.302,0.551,90.036,142766.0,4,1
+Enter Shikari,thē kĭñg,39.0,0.526,0.878,,-6.793,1,0.0835,0.0181,,0.834,0.627,148.104,168927.0,4,10
+Sarit Hadad,שיר הפריחה,24.0,0.659,0.835,9.0,-6.185,0,0.0421,0.437,,0.102,0.564,132.033,223800.0,4,9
+Satyricon,Hvite Krists D√∏d,36.0,0.179,0.964,2.0,-7.878,0,0.081,3.12e-05,0.575,0.353,0.0769,151.258,507627.0,3,8
+Teenage Wrist,High Again,36.0,0.484,0.891,,-5.943,0,0.0805,0.00041,0.00219,0.0597,0.292,145.929,206157.0,4,10
+The Midnighters,Sexy Ways,1.0,0.371,0.76,8.0,-2.684,1,0.0418,0.411,,0.0732,0.907,128.74,147591.0,4,2
+Palaye Royale,Mad World,56.0,0.302,0.73,2.0,-6.369,1,0.0901,0.122,8.99e-06,0.0956,0.183,114.558,210998.0,4,10
+Evildead,Word of God,13.0,0.392,0.969,1.0,-3.339,1,0.0572,6.64e-06,0.0342,0.29,0.297,99.921,184533.0,4,8
+The Moon & The Nightspirit,A Hajnal Köszöntése,34.0,0.202,0.458,2.0,-8.776,1,0.0298,0.0092,0.00187,0.309,0.0962,75.034,356173.0,4,8
+Fear,Let's Have A War,37.0,0.399,0.828,2.0,-9.06,1,0.0517,0.0177,,0.39,0.374,99.094,140760.0,4,10
+moanday,Blue Ceiling,55.0,0.85,0.687,6.0,-8.967,0,0.0411,0.0522,0.229,0.0816,0.797,109.995,166909.0,4,9
+Balents,One V One,28.0,0.551,0.44,9.0,-9.699,0,0.0429,0.815,0.881,0.189,0.281,140.12,165514.0,4,6
+Santana,"Savor - Live at The Woodstock Music & Art Fair, August 16, 1969",29.0,0.461,0.834,8.0,-13.794,1,0.0441,0.0259,0.869,0.381,0.63,133.12,325267.0,4,10
+The Felice Brothers,Plunder,36.0,0.383,0.828,,-6.322,1,0.0359,0.033,3.05e-05,0.35,0.845,135.067,221907.0,4,10
+Placebo,Every You Every Me,67.0,0.478,0.923,10.0,-7.547,1,0.0569,2.7e-05,0.719,0.325,0.165,133.134,213800.0,4,1
+Alan Jackson,Where Have You Gone,50.0,0.447,0.21,9.0,-14.754,1,0.0265,0.715,3.04e-05,0.202,0.266,80.951,286961.0,4,1
+Peter Bjorn and John,Young Folks,72.0,0.699,0.812,,-6.005,1,0.0377,0.0164,0.000763,0.105,0.662,138.185,276693.0,4,6
+Brent Cobb,Soapbox,46.0,0.892,0.47,,-8.413,1,0.0368,0.75,,0.0817,0.784,108.92,242347.0,4,1
+Filthy Gears,Duck Duck Goose,13.0,0.619,0.663,2.0,-7.249,1,0.0608,0.000538,0.0324,0.286,0.277,93.427,193074.0,5,5
+Egzod,Mirage,40.0,0.513,0.919,10.0,-3.987,1,0.299,0.182,0.00166,0.116,0.207,150.0,207750.0,4,10
+Idan Raichel,מתגעגעת אותך (Mitga'aga'at Ot'cha),47.0,0.529,0.431,,-8.973,0,0.0339,0.742,0.00104,0.364,0.38,156.106,134875.0,4,9
+Jayshri Prakash,Samagana Lolanae,17.0,0.666,0.709,5.0,-3.806,0,0.0733,0.0635,,0.118,0.475,150.037,5.98,4,0
+The Cure,Close To Me,68.0,0.724,0.523,11.0,-11.139,1,0.116,0.0745,0.703,0.0811,0.965,185.075,203267.0,4,1
+Red Hot Chili Peppers,Show Me Your Soul,43.0,0.672,0.906,2.0,-10.217,1,0.0592,0.011,5.46e-05,0.0756,0.242,121.971,263173.0,4,10
+Of Monsters and Men,Alligator,60.0,0.581,0.934,8.0,-5.511,1,0.0547,0.000169,0.00297,0.0901,0.391,120.024,184027.0,4,6
+"Robert Lockwood, Jr.",Little Boy Blues,26.0,0.727,0.292,2.0,-13.609,1,0.0408,0.906,0.000255,0.104,0.694,83.543,187638.0,4,2
+Men At Work,Down Under,73.0,0.746,0.79,11.0,-4.7,0,0.0257,0.0485,0.0261,0.0534,0.891,107.231,220867.0,4,9
+Tantara,Punish the Punisher,18.0,0.577,0.974,7.0,-5.491,1,0.0993,5.18e-05,0.264,0.0722,0.178,102.501,300293.0,4,8
+Mukesh,Jane Kahan Gaye Woh Din,26.0,0.335,0.325,5.0,-8.615,0,0.0353,0.621,0.00142,0.136,0.269,140.954,4.43405,3,3
+Shlomo Artzi,אלוהיי,30.0,0.547,0.536,2.0,-6.218,0,0.024,0.778,0.000246,0.203,0.293,85.957,256400.0,4,10
+Minutemen,Corona,54.0,0.47,0.913,7.0,-10.196,1,0.0343,6.59e-05,0.267,0.222,0.977,130.425,145533.0,4,6
+Melissa Etheridge,Like The Way I Do,58.0,0.596,0.835,2.0,-13.021,0,0.0418,0.0418,1.11e-05,0.059,0.637,101.359,324333.0,4,10
+Charlie Beale,Tale of A.G. Smith,20.0,0.762,0.685,11.0,-7.599,0,0.0268,0.275,0.00692,0.151,0.664,109.964,217125.0,4,2
+Busta Rhymes,Woo Hah!! Got You All in Check,59.0,0.842,0.831,1.0,-7.072,1,0.242,0.127,,0.0881,0.814,92.053,271973.0,4,5
+Beware Of Darkness,Muthafucka,44.0,0.355,0.8,9.0,-4.548,1,0.0432,1.42e-05,,0.218,0.299,139.9,212853.0,4,10
+Korin Allal,כשזה עמוק,36.0,0.476,0.517,7.0,-10.441,1,0.03,0.0364,1.01e-05,0.341,0.254,82.937,296667.0,4,9
+Des Rocs,This is Our Life,58.0,0.367,0.877,7.0,-3.92,1,0.109,0.00108,1.08e-05,0.351,0.395,157.68,224307.0,4,1
+KiNG MALA,she calls me daddy,61.0,0.796,0.426,9.0,-7.994,1,0.0324,0.031,0.00446,0.171,0.572,100.006,183570.0,4,9
+Waterparks,Just Kidding,47.0,0.677,0.87,11.0,-4.569,0,0.0356,0.199,,0.304,0.737,94.984,149050.0,4,10
+Sue Foley,The Lucky Ones,21.0,0.691,0.822,,-5.665,1,0.041,0.678,8.26e-06,0.136,0.859,109.861,223560.0,4,2
+Ricky Warwick,When Life Was Hard & Fast,30.0,0.459,0.973,5.0,-5.917,0,0.0672,0.000718,0.156,0.39,0.417,144.95,248320.0,4,8
+Coroner,Semtex Revolution,43.0,0.427,0.79,10.0,-12.396,1,0.0513,4.18e-05,0.51,0.344,0.443,111.298,330987.0,4,8
+Davy Knowles,Uprising,20.0,0.479,0.802,2.0,-4.968,1,0.0569,0.0418,,0.213,0.416,80.043,216552.0,4,2
+The Game,Dreams,58.0,0.63,0.78,6.0,-5.353,1,0.221,0.00499,,0.206,0.281,155.779,286453.0,4,5
+Courtney Marie Andrews,To Ramona,44.0,0.403,0.209,5.0,-10.437,1,0.0474,0.932,2.73e-06,0.125,0.486,166.597,3.62645,3,0
+Jj Thames,Oh Lord,36.0,0.544,0.197,,-14.654,1,0.0323,0.947,9.77e-05,0.358,0.251,133.432,201747.0,4,2
+Eden Ben Zaken,ילדה קטנה,27.0,0.552,0.659,4.0,-3.515,0,0.0521,0.398,7.56e-06,0.329,0.283,139.976,251987.0,4,9
+Bon Jovi,This Ain't A Love Song,61.0,0.348,0.635,4.0,-6.836,1,0.0386,0.0932,,0.126,0.144,87.974,306240.0,3,10
+Jo Dee Messina,My Give A Damn's Busted,51.0,0.665,0.874,2.0,-4.082,1,0.0308,0.143,1.05e-05,0.251,0.766,103.98,3.316,4,4
+Ki Oni,A Single Heron Takes Flight,31.0,0.272,0.251,11.0,-16.73,0,0.0498,0.976,0.897,0.111,0.292,86.118,402000.0,3,6
+YG,Toot It Up,,0.6,0.672,2.0,-8.479,1,0.359,0.115,,0.338,0.614,132.952,206249.0,5,5
+Robin Trower,The Fool and Me - 2007 Remaster,35.0,0.409,0.766,9.0,-8.028,0,0.0565,0.000144,0.361,0.269,0.783,122.692,235720.0,4,2
+Protest The Hero,Blindfolds Aside,39.0,0.243,0.69,6.0,-10.783,1,0.0497,0.000521,0.000833,0.125,0.114,151.665,358813.0,4,10
+Convictions,Teeth,40.0,0.335,0.931,9.0,-4.488,1,0.188,0.000112,0.00136,0.315,0.206,84.024,128677.0,4,8
+Momma,Biohazard,40.0,0.565,0.769,6.0,-7.863,0,0.0594,0.0135,0.794,0.171,0.464,124.069,145920.0,4,6
+Washed Out,Too Late,59.0,0.43,0.874,8.0,-5.054,0,0.0543,0.127,0.0418,0.126,0.576,195.891,252409.0,4,6
+Erol Alkan,Waves,40.0,0.34,0.533,11.0,-12.554,0,0.034,0.939,0.852,0.156,0.121,128.918,258546.0,4,6
+Blue Cheer,Summertime Blues,44.0,0.456,0.514,7.0,-9.733,0,0.053,0.462,0.00037,0.268,0.657,138.377,226907.0,4,10
+Lindemann,Skills in Pills,51.0,0.391,0.94,11.0,-4.86,0,0.0795,0.00645,0.548,0.17,0.116,170.014,255680.0,4,8
+Alien Weaponry,Holding My Breath,41.0,0.474,0.94,7.0,-6.429,1,0.141,0.000156,0.00899,0.0667,0.456,174.953,274311.0,4,8
+Molassess,Through the Hollow,27.0,0.199,0.807,6.0,-9.125,0,0.0502,0.00192,0.0122,0.531,0.0577,158.507,665451.0,4,10
+Dierks Bentley,Come A Little Closer,54.0,0.579,0.57,5.0,-5.869,1,0.0227,0.0644,0.00636,0.105,0.368,80.028,4.69955,4,4
+Fu Manchu,Intelligent Worship,37.0,0.381,0.897,2.0,-5.784,1,0.0924,0.000328,0.288,0.0592,0.554,146.056,187053.0,3,10
+Aerosmith,Dream On,78.0,0.307,0.433,1.0,-10.057,1,0.029,0.388,9.08e-05,0.332,0.224,160.9,266960.0,4,8
+El Invento,José González,50.0,0.5,0.37,9.0,-11.581,1,0.0376,0.949,0.0761,0.104,0.37,78.785,2.556883333,4,0
+Mazare,Berserker,48.0,0.221,0.809,10.0,-2.879,1,0.0665,0.00218,4.27e-05,0.138,0.0945,118.021,265875.0,5,10
+Westside Gunn,The Hurt Business,42.0,0.528,0.816,7.0,-6.841,1,0.265,0.464,,0.146,0.773,165.97,236837.0,4,5
+Teapacks,בקרוב תהיה לי הופעה,31.0,0.637,0.769,9.0,-5.697,0,0.0314,0.0069,,0.0504,0.797,103.975,209596.0,4,10
+Love and Rockets,No Big Deal - (Single Edit),35.0,0.614,0.764,9.0,-8.156,1,0.031,2.43e-05,0.545,0.0622,0.8,120.317,235173.0,4,10
+John Mayall & The Bluesbreakers,All Your Love - Stereo Album Version,1.0,0.359,0.561,2.0,-7.713,0,0.0313,0.344,0.000106,0.275,0.846,121.601,213653.0,4,2
+Gang Starr,Discipline,50.0,0.729,0.749,6.0,-5.543,1,0.265,0.114,,0.18,0.852,92.971,257067.0,4,5
+Martina McBride,Concrete Angel,53.0,0.622,0.392,1.0,-9.737,1,0.0253,0.498,,0.146,0.274,77.991,4.216666667,4,4
+Tor,Inkeri,42.0,0.659,0.73,11.0,-10.74,0,0.0368,0.0889,0.857,0.355,0.0795,99.987,202992.0,4,1
+bennytheghost,Papercut,54.0,0.602,0.516,2.0,-7.575,0,0.0533,0.521,1.69e-06,0.214,0.337,140.057,193448.0,4,10
+Dardust,Rückenfigur,43.0,0.627,0.468,7.0,-10.916,0,0.0291,0.522,0.927,0.326,0.13,95.002,278008.0,4,1
+Axum,Hakshivu Na,16.0,0.824,0.905,7.0,-4.861,1,0.133,0.302,,0.289,0.921,116.026,173787.0,4,5
+System Of A Down,Chop Suey!,80.0,0.417,0.934,7.0,-3.908,0,0.119,0.000278,0.0015,0.132,0.287,127.066,210240.0,4,9
+Emily Burns,Is It Just Me?,50.0,0.574,0.345,4.0,-7.868,1,0.0761,0.674,,0.0875,0.403,137.665,213107.0,4,9
+alt-J,Left Hand Free,67.0,0.698,0.875,3.0,-4.45,1,0.0482,0.456,0.0157,0.0826,0.811,101.989,173631.0,4,6
+The Feeling,Never Be Lonely,47.0,0.496,0.837,5.0,-3.682,1,0.0332,0.0612,,0.267,0.704,169.995,211533.0,4,10
+Beck,Dear Life,49.0,0.511,0.672,1.0,-5.44,1,0.0279,0.0026,0.00688,0.254,0.553,165.997,224237.0,4,10
+FCG Heem,Beef (feat. Pooh Shiesty),46.0,0.701,0.54,1.0,-7.43,0,0.201,0.55,,0.108,0.683,84.967,225879.0,4,5
+Beyond The Black,Human,40.0,0.446,0.798,,-7.089,1,0.0365,0.00147,,0.102,0.642,76.003,309267.0,4,8
+Arik Einstein,הימים הארוכים העצובים,31.0,0.462,0.388,2.0,-13.023,0,0.0375,0.336,5.15e-05,0.103,0.606,96.479,213000.0,4,10
+The Cranberries,I Still Do,48.0,0.428,0.436,4.0,-11.754,0,0.0313,0.264,4.02e-05,0.11,0.159,117.649,196107.0,4,10
+Prides,Are You Ready? - Acoustic,37.0,0.557,0.321,,-13.467,0,0.0375,0.653,,0.0842,0.434,74.804,270054.0,4,9
+Olive Amun,Blues,56.0,0.694,0.576,11.0,-7.064,1,0.0275,0.501,2.35e-06,0.264,0.445,117.997,150127.0,4,1
+The Pretty Reckless,You,52.0,0.197,0.546,6.0,-7.33,1,0.0274,0.185,0.071,0.116,0.267,82.716,212627.0,4,10
+T-Bone Walker,Mean Old World,50.0,0.73,0.235,,-15.276,1,0.0355,0.527,0.0112,0.0663,0.624,87.226,247373.0,4,2
+Greeley Estates,Blue Morning,34.0,0.197,0.96,7.0,-4.482,1,0.145,0.00184,0.0198,0.191,0.0933,177.166,255013.0,4,10
+Bishop Briggs,Dream - Acoustic,43.0,0.447,0.278,9.0,-6.678,0,0.0475,0.748,,0.103,0.352,75.024,198693.0,4,9
+Gabriel Balachsan,גם כשעיניי פקוחות,17.0,0.417,0.26,,-10.537,1,0.0322,0.915,0.000151,0.111,0.0987,132.318,297107.0,3,6
+The Japanese House,Lilo,50.0,0.557,0.558,7.0,-8.797,1,0.0463,0.471,,0.0957,0.22,119.787,250067.0,4,6
+ISLAND,The Day I Die,43.0,0.643,0.542,6.0,-6.11,0,0.0291,0.0363,0.000183,0.0553,0.64,132.164,202960.0,4,10
+Keith Anderson,Pickin' Wildflowers,63.0,0.561,0.716,8.0,-3.341,1,0.0291,0.0353,,0.122,0.667,152.089,3.098666667,4,4
+Vide,Parachute,51.0,0.496,0.413,1.0,-9.671,1,0.0751,0.556,,0.125,0.192,87.592,124803.0,4,9
+Joe Bonamassa,Drive - Live,34.0,0.612,0.829,4.0,-10.027,0,0.0356,0.55,0.415,0.913,0.662,125.821,378973.0,4,2
+Mahendra Kapoor,Yeh Pyari Tumhari Aankhen,4.0,0.388,0.282,3.0,-13.7,1,0.182,0.951,0.8,0.137,0.582,74.501,2.971566667,3,3
+The Big Moon,Formidable,11.0,0.401,0.65,,-5.204,1,0.037,0.447,2.56e-06,0.105,0.385,144.802,175800.0,4,1
+Josh Ritter,Miles Away,51.0,0.556,0.592,3.0,-7.121,1,0.0393,0.185,0.324,0.109,0.196,138.041,232000.0,4,9
+The Marcus King Band,Boone,38.0,0.357,0.757,7.0,-7.487,0,0.041,0.000843,0.00435,0.262,0.488,169.981,329544.0,4,10
+Avtipus,מי אמר למי,12.0,0.462,0.855,2.0,-7.227,1,0.0344,0.315,0.504,0.334,0.762,145.659,243947.0,4,10
+Olive Amun,Bad Dreams,35.0,0.721,0.685,,-8.776,1,0.093,0.187,3.06e-05,0.106,0.669,134.045,175690.0,4,10
+Santa Cruz,Crossfire,40.0,0.405,0.963,6.0,-2.115,0,0.133,0.000911,0.00476,0.188,0.403,175.068,243000.0,4,8
+Matti Caspi,הנה הנה,35.0,0.544,0.691,5.0,-8.654,0,0.0765,0.564,9.72e-06,0.151,0.411,94.808,328053.0,4,10
+Yusuf / Cat Stevens,The Wind,64.0,0.758,0.187,2.0,-18.963,1,0.0437,0.927,0.1,0.122,0.78,115.75,1.70333333,4,0
+Metric,Synthetica,39.0,0.373,0.862,,-3.988,1,0.0383,4.78e-05,0.00486,0.109,0.21,158.932,234707.0,4,6
+Born Of Osiris,Empires Erased,41.0,0.294,0.96,,-3.374,0,0.0918,3.05e-05,0.364,0.34,0.538,109.989,205530.0,4,8
+Ginger Jamie,Goodbye to Love,41.0,0.428,0.257,11.0,-10.805,1,0.0535,0.829,,0.0986,0.267,174.773,204307.0,4,9
+Olivia's World,Hellbent,21.0,0.629,0.781,9.0,-10.932,0,0.0458,0.0297,0.657,0.1,0.467,134.867,208565.0,4,10
+BRS Kash,Feel Better (feat. Toosii),51.0,0.863,0.583,1.0,-9.282,1,0.248,0.0226,,0.0654,0.416,112.018,156510.0,5,5
+One String Sam,I Need A Hundred Dollars,7.0,0.688,0.226,8.0,-13.052,1,0.114,0.974,0.867,0.158,0.638,76.927,181107.0,4,2
+Abby Sage,Smoke Break,30.0,0.573,0.452,11.0,-6.642,1,0.0312,0.196,5.64e-06,0.124,0.149,76.014,207353.0,4,6
+The Wallflowers,One Headlight,71.0,0.701,0.539,2.0,-8.968,1,0.0277,0.000655,0.005,0.0589,0.752,107.531,312627.0,4,10
+Niall Horan,Slow Hands,76.0,0.735,0.425,,-6.648,1,0.0464,0.011,,0.055,0.848,85.896,188174.0,4,9
+Neil Young,Vacancy,29.0,0.509,0.623,7.0,-12.032,1,0.0273,0.129,0.00286,0.0977,0.808,163.172,238957.0,4,10
+Taylor Swift,willow,81.0,0.392,0.574,7.0,-9.195,1,0.17,0.833,0.00179,0.145,0.529,81.112,214707.0,4,9
+Vampire Weekend,A-Punk,70.0,0.551,0.819,2.0,-4.489,1,0.0525,0.0103,0.0437,0.153,0.846,174.917,137760.0,4,1
+Royal Tusk,Curse the Weather,47.0,0.311,0.884,11.0,-4.313,1,0.0703,0.000133,0.0265,0.124,0.364,131.733,223560.0,4,1
+The Heavy Eyes,God Damn Wolf Man,38.0,0.383,0.892,9.0,-5.613,0,0.0758,0.000643,0.767,0.409,0.75,82.979,169781.0,4,10
+The Cult,Lil' Devil,49.0,0.567,0.863,7.0,-8.155,1,0.0328,0.00277,0.00468,0.346,0.492,130.004,166040.0,4,10
+Arlo Parks,Too Good,61.0,0.718,0.772,5.0,-5.155,0,0.0529,0.298,,0.337,0.843,95.917,221000.0,4,6
+my bloody valentine,Feed Me with Your Kiss,36.0,0.0921,0.953,2.0,-5.084,0,0.0949,1.06e-06,0.942,0.13,0.201,164.765,234933.0,4,10
+Altin Gün,Leyla,43.0,0.462,0.753,1.0,-9.086,1,0.0343,0.0136,0.695,0.151,0.858,96.44,197754.0,4,1
+Bad Bunny,DÁKITI,89.0,0.731,0.573,4.0,-10.059,0,0.0544,0.401,5.22e-05,0.113,0.145,109.928,205090.0,4,9
+Yehudit Ravitz,וידוי,21.0,0.407,0.197,9.0,-12.756,0,0.0412,0.825,,0.0909,0.422,69.032,245227.0,4,10
+El Cruce,Trato de hacer blues,15.0,0.429,0.593,9.0,-5.342,1,0.031,0.14,0.00208,0.151,0.279,100.644,349443.0,3,2
+Kishore Kumar,Thodisi Jo Pee Lee Hai,35.0,0.479,0.346,7.0,-11.37,1,0.0737,0.329,,0.102,0.405,115.31,6.852666667,4,3
+Moshe Peretz,ואולי,23.0,0.495,0.471,11.0,-5.998,0,0.0279,0.485,,0.0938,0.186,130.098,246133.0,4,9
+Long Distance Calling,Hazard,34.0,0.287,0.77,2.0,-7.477,1,0.0546,0.000483,0.445,0.0519,0.293,71.072,368973.0,4,10
+Rush,2112: Overture / The Temples Of Syrinx / Discovery / Presentation / Oracle / Soliloquy / Grand Finale - Medley,52.0,0.344,0.79,2.0,-7.456,1,0.0983,0.0823,0.0017,0.187,0.202,133.186,1233667.0,4,10
+Miley Cyrus,Slide Away,74.0,0.53,0.538,5.0,-6.672,1,0.0335,0.17,2.83e-06,0.248,0.288,148.051,233654.0,4,9
+Rhys Lewis,Under The Sun - Acoustic,44.0,0.907,0.333,4.0,-11.178,1,0.079,0.896,,0.332,0.615,105.896,190960.0,4,9
+Santana,"Waiting - Live at The Woodstock Music & Art Fair, August 16, 1969",35.0,0.338,0.598,,-13.432,1,0.101,0.765,0.839,0.459,0.678,91.594,284427.0,3,10
+Gwar,Saddam A GoGo,41.0,0.543,0.851,6.0,-8.604,1,0.088,0.00605,8.7e-05,0.498,0.486,122.155,150227.0,4,8
+Matt Maltese,Mystery,,0.609,0.339,2.0,-8.745,1,0.0252,0.862,0.142,0.189,0.229,78.481,223467.0,4,6
+lentra,upside down,41.0,0.428,0.516,9.0,-8.296,0,0.0391,0.695,0.185,0.108,0.42,175.692,122925.0,4,6
+Maren Morris,The Bones,75.0,0.561,0.597,11.0,-6.0,0,0.0405,0.286,,0.0979,0.355,76.826,197299.0,4,9
+With Confidence,Cult,50.0,0.556,0.697,7.0,-5.959,1,0.0407,0.000128,1.15e-05,0.531,0.165,106.071,193794.0,4,9
+חנן בן ארי,החיים שלנו תותים - Vazan & Nir & Moshe Remix - Mix Of Twenty Six,30.0,0.631,0.932,7.0,-3.834,1,0.1,0.0052,1.76e-05,0.0535,0.44,128.024,293994.0,4,9
+In Flames,Deliver Us,51.0,0.503,0.968,10.0,-2.665,0,0.057,2.58e-05,0.35,0.0962,0.379,110.022,210646.0,4,8
+Red Fang,Wires,51.0,0.172,0.904,11.0,-4.831,1,0.0586,5.37e-05,0.229,0.267,0.302,135.149,343307.0,4,8
+Mohammed Rafi,Kahin Na Kahin Dil Lagana Padega,11.0,0.68,0.487,8.0,-9.761,1,0.0471,0.753,,0.263,0.939,111.698,4.942666667,4,3
+Sebastian Hardie,Openings,31.0,0.279,0.607,2.0,-9.079,0,0.0366,0.131,0.33,0.0576,0.429,135.096,787547.0,4,10
+TOTO,Hold the Line,77.0,0.473,0.898,6.0,-4.797,0,0.0561,0.00783,0.0618,0.173,0.808,96.556,235547.0,4,10
+Fall Out Boy,I Don't Care,60.0,0.55,0.938,11.0,-3.556,0,0.0522,0.00171,2.18e-05,0.555,0.433,133.99,214493.0,4,10
+The Kills,Future Starts Slow,55.0,0.677,0.743,6.0,-5.876,1,0.0611,0.0135,0.00222,0.0581,0.469,127.971,248200.0,4,10
+Syrup,Sunlit Days,46.0,0.747,0.351,6.0,-11.993,1,0.53,0.507,2.46e-06,0.125,0.378,86.928,218240.0,4,5
+Liron Amram,למה את שותקת,17.0,0.576,0.797,2.0,-6.846,1,0.0283,0.000363,0.19,0.132,0.698,146.016,228250.0,4,6
+The Marías,I Don't Know You,66.0,0.884,0.333,9.0,-9.753,0,0.0617,0.293,0.0205,0.103,0.587,118.065,209450.0,4,6
+Briston Maroney,It's Still Cool If You Don't,56.0,0.597,0.655,9.0,-6.188,1,0.0299,0.00473,5.15e-05,0.607,0.36,121.06,237413.0,4,10
+Justin Morgan,Angel,52.0,0.664,0.302,6.0,-11.694,1,0.0499,0.694,,0.139,0.592,146.089,219378.0,4,9
+Cohen@Mushon,Hype,21.0,0.634,0.942,7.0,-1.765,1,0.387,0.291,,0.463,0.739,91.069,215625.0,4,5
+I Don't Speak French,Untie Your Feelings,21.0,0.815,0.647,7.0,-4.879,0,0.0396,0.307,,0.0842,0.79,170.09,155647.0,4,9
+Samir Shukri,רונה,32.0,0.691,0.514,4.0,-15.287,0,0.0522,0.4,1.16e-06,0.368,0.837,95.515,267933.0,4,9
+anything,Adrianne Lenker,,0.388,0.291,3.0,-12.952,1,0.0421,0.774,1.93e-05,0.0874,0.51,83.943,3.36745,4,0
+The Cure,Close To Me,68.0,0.724,0.523,11.0,-11.139,1,0.116,0.0745,0.703,0.0811,0.965,185.075,203267.0,4,6
+Flatland Cavalry,Some Things Never Change,51.0,0.517,0.691,2.0,-6.266,1,0.0406,0.0732,1.4e-05,0.315,0.535,88.996,200673.0,4,1
+Robert Cray,Promises You Can't Keep,32.0,0.52,0.459,3.0,-5.629,1,0.0292,0.316,0.00103,0.076,0.407,154.109,355907.0,3,2
+The Faint,I Disappear,45.0,0.627,0.86,2.0,-7.646,1,0.0443,0.00207,0.0329,0.108,0.677,138.086,247173.0,4,1
+The Sonics,Have Love Will Travel,58.0,0.506,0.948,10.0,-5.626,1,0.105,0.727,,0.0904,0.934,130.195,160400.0,4,1
+blessthefall,Dream On,37.0,0.355,0.69,4.0,-5.827,0,0.0437,0.0815,1.82e-05,0.189,0.106,152.022,292427.0,4,8
+Shlomo Artzi,תתארו לכם,50.0,0.537,0.636,10.0,-6.384,1,0.0331,0.774,,0.156,0.55,91.003,227333.0,4,10
+Erinrad Viker Sinfonietta,Appel et Réponse,42.0,0.151,0.197,,-16.215,0,0.0424,0.607,0.152,0.126,0.0326,136.523,2.53875,3,7
+Ocean Colour Scene,The Day We Caught The Train,58.0,0.516,0.651,2.0,-7.76,1,0.0386,0.0537,,0.256,0.483,88.628,186067.0,4,1
+Guns N' Roses,Patience,67.0,0.457,0.266,6.0,-14.465,1,0.0313,0.711,0.000261,0.124,0.372,120.459,354400.0,4,8
+Lola Marsh,היו לילות,29.0,0.486,0.466,5.0,-9.463,0,0.0268,0.568,0.471,0.121,0.323,75.43,264196.0,4,9
+Willie Walker,What's It Take?,9.0,0.686,0.493,2.0,-6.541,1,0.0325,0.529,1.38e-05,0.13,0.637,103.556,249893.0,4,2
+Backstreet Boys,In a World Like This,26.0,0.605,0.858,7.0,-3.982,1,0.0303,0.00688,,0.344,0.555,125.048,3.670283333,4,9
+Heathen,Dying Season - Remastered,29.0,0.313,0.969,9.0,-7.556,1,0.146,1.56e-06,0.375,0.115,0.188,177.037,340840.0,4,8
+Ryskinder,Oi,17.0,0.699,0.545,1.0,-10.316,1,0.175,0.165,0.0716,0.0906,0.703,88.744,273350.0,4,6
+Keith Whitley,When You Say Nothing at All,53.0,0.673,0.346,3.0,-12.803,1,0.0245,0.721,4.48e-06,0.0475,0.396,80.012,3.708216667,4,4
+The Beaches,Want What You Got,46.0,0.774,0.714,,-5.009,0,0.0427,0.00388,0.000466,0.045,0.811,111.964,268053.0,4,10
+Bauhaus,Bela Lugosi's Dead (Official Version),54.0,0.593,0.691,11.0,-9.442,0,0.113,0.0133,0.68,0.0691,0.532,153.486,576703.0,4,6
+Maor Edri,ניצחת נשמה,36.0,0.66,0.682,1.0,-6.002,0,0.0404,0.474,,0.177,0.719,136.143,182760.0,4,9
+Tom Robinson Band,2-4-6-8 Motorway,53.0,0.672,0.706,9.0,-5.551,1,0.0779,0.0578,7.43e-05,0.0595,0.658,124.782,197933.0,4,6
+The Graham Bond Organisation,Harmonica,37.0,0.583,0.94,2.0,-10.566,1,0.0928,0.633,3.26e-06,0.342,0.662,130.221,169851.0,4,2
+Pain,Shut Your Mouth,58.0,0.562,0.912,2.0,-4.461,1,0.0383,0.0032,,0.115,0.55,120.021,192987.0,4,8
+Skeets McDonald,You Oughta See Grandma Rock,22.0,0.463,0.867,9.0,-7.458,1,0.0678,0.487,,0.841,0.869,90.026,123440.0,4,10
+Wayne Hancock,Flat Land Boogie,31.0,0.605,0.514,2.0,-14.208,1,0.0535,0.147,0.00378,0.079,0.781,98.797,209573.0,4,10
+Biffy Clyro,Machines,45.0,0.644,0.337,7.0,-10.906,1,0.0295,0.606,0.0169,0.301,0.31,108.041,236080.0,4,10
+Tuna,אנרגיה,35.0,0.574,0.633,2.0,-7.469,1,0.1,0.43,,0.12,0.793,86.731,193286.0,4,5
+Eric Church,Bunch Of Nothing,60.0,0.513,0.889,3.0,-4.924,1,0.0599,0.457,0.000366,0.217,0.791,171.917,209413.0,4,1
+Moonlight Haze,The Rabbit of the Moon,34.0,0.458,0.966,7.0,-6.52,1,0.0622,0.0112,1.66e-06,0.348,0.609,74.995,231613.0,4,8
+Kishore Kumar,Manzilen Apni Jagah Hai,26.0,0.263,0.429,1.0,-8.279,1,0.0329,0.962,0.0203,0.168,0.294,150.104,5.876583333,3,3
+Brian World,Sitar Fusion,12.0,0.583,0.405,9.0,-9.74,0,0.0267,0.495,0.106,0.0782,0.323,76.078,4.10645,4,0
+Pineapple Express,Relentless,19.0,0.313,0.913,1.0,-5.227,0,0.201,0.0663,3.28e-05,0.457,0.466,180.133,4.30435,4,0
+Me And That Man,My Church Is Black,40.0,0.38,0.843,4.0,-2.939,0,0.0346,0.0279,0.519,0.113,0.306,106.149,178987.0,4,10
+–î–∞–π—Ç–µ —Ç–∞–Ω–∫ (!),–í—ã,44.0,0.374,0.946,7.0,-2.672,0,0.0904,0.178,3.88e-05,0.248,0.505,180.149,168200.0,4,6
+Liquid Tension Experiment,Paradigm Shift,43.0,0.295,0.914,7.0,-3.411,1,0.0526,0.000326,0.881,0.399,0.654,137.44,535360.0,4,8
+Franc Moody,Tired of Waiting,50.0,0.776,0.844,10.0,-7.092,0,0.0438,0.00395,0.164,0.0963,0.938,124.988,264696.0,4,6
+Edwyn Collins,A Girl Like You,64.0,0.619,0.781,5.0,-7.455,0,0.0393,0.0243,0.000286,0.402,0.533,126.267,236583.0,4,1
+Frisco,Frisco's Pattern,34.0,0.744,0.612,11.0,-10.158,1,0.362,0.157,,0.199,0.701,138.296,57391.0,4,5
+Fall Out Boy,Fourth Of July,59.0,0.481,0.974,4.0,-3.388,0,0.136,0.139,0.00998,0.406,0.516,79.964,224360.0,4,10
+"Anuradha Paudwal, Kumar Sanu",Pehli Baarish Main Aur Tu,24.0,0.495,0.671,8.0,-9.58,0,0.0423,0.72,,0.106,0.757,82.005,4.87155,4,3
+Siiickbrain,Power (feat. Pussy Riot),47.0,0.474,0.962,2.0,-4.074,1,0.259,0.000433,2.3e-05,0.0782,0.45,165.097,176000.0,3,10
+Eyal Golan,לקנות לך יהלום,38.0,0.671,0.746,6.0,-5.729,0,0.0259,0.239,,0.337,0.697,104.035,229493.0,4,9
+The Smashing Pumpkins,Spaceboy - Remastered,42.0,0.363,0.32,,-11.539,1,0.0384,0.0136,0.582,0.105,0.207,121.428,267307.0,4,10
+BLAB,Casual Sex,26.0,0.709,0.685,2.0,-7.573,1,0.0281,0.0355,0.0268,0.0389,0.7,129.987,194567.0,4,10
+IDK,King Alfred,45.0,0.836,0.573,1.0,-6.526,0,0.231,0.0202,,0.0849,0.399,145.93,157473.0,4,5
+Rude Kid,Bloody Hell,12.0,0.652,0.764,4.0,-5.177,0,0.0337,1.99e-05,0.0364,0.13,0.0479,140.044,210862.0,4,5
+Javi That's Me,CHERRY BLOSSOMS,37.0,0.595,0.767,5.0,-13.412,0,0.678,0.109,0.00212,0.505,0.774,108.047,149029.0,4,6
+Built To Spill,Carry the Zero,57.0,0.264,0.812,4.0,-5.651,1,0.031,1.35e-05,0.108,0.0962,0.458,94.095,343893.0,4,6
+Richie Havens,Here Comes The Sun,56.0,0.698,0.643,2.0,-16.985,1,0.0649,0.803,0.0799,0.704,0.714,128.22,4.23333333,4,0
+Townes Van Zandt,Lungs,50.0,0.544,0.34,2.0,-13.947,1,0.0411,0.785,3.89e-06,0.734,0.556,97.005,154187.0,4,2
+King Nun,Chinese Medicine,29.0,0.481,0.938,1.0,-3.116,0,0.14,0.000116,0.000105,0.0835,0.608,162.971,165014.0,4,1
+Adia Victoria,Dead Eyes,28.0,0.28,0.635,9.0,-8.271,1,0.056,0.0685,0.121,0.107,0.375,193.756,141800.0,4,2
+Dexter Gordon,Le Coiffeur,42.0,0.686,0.372,,-12.663,1,0.0356,0.78,2.73e-05,0.101,0.536,118.562,7.04,4,7
+Buddy Guy,Damn Right I've Got The Blues - Live,31.0,0.348,0.587,9.0,-10.04,0,0.12,0.0209,0.0818,0.486,0.557,102.043,461533.0,4,2
+Miri Mesika,שיר לשירה,34.0,0.495,0.462,10.0,-6.68,1,0.026,0.176,,0.391,0.256,101.901,300933.0,3,9
+Night Ranger,Sister Christian,64.0,0.448,0.35,5.0,-16.239,1,0.0393,0.147,2.27e-06,0.0842,0.234,177.279,302933.0,4,10
+Fitz and The Tantrums,The Walker,19.0,0.792,0.649,2.0,-4.55,1,0.045,0.00663,,0.334,0.763,130.019,243289.0,4,9
+maye,Yours,64.0,0.67,0.707,11.0,-9.726,0,0.0358,0.714,0.065,0.0634,0.799,89.008,220887.0,4,1
+Lifehouse,You And Me,76.0,0.459,0.427,7.0,-7.734,1,0.0267,0.114,,0.168,0.354,139.902,195493.0,3,10
+Danheim,Reida,44.0,0.694,0.647,7.0,-12.731,1,0.311,0.268,0.817,0.943,0.308,109.99,270750.0,4,8
+"Kishore Kumar, Asha Bhosle",Aaj Rapat Jaayen To,38.0,0.486,0.481,1.0,-9.418,1,0.0937,0.779,,0.0838,0.674,104.529,6.79955,4,3
+Friedberg,Midi 8,28.0,0.733,0.944,6.0,-5.059,0,0.064,0.0017,0.855,0.097,0.718,104.005,143063.0,4,1
+The Sound,Winning,47.0,0.426,0.721,1.0,-9.391,0,0.0309,2.73e-05,0.023,0.0867,0.248,151.13,258080.0,4,1
+"Niladri Kumar, Talvin Singh",River,6.0,0.515,0.894,9.0,-6.396,0,0.132,0.169,0.757,0.037,0.406,175.942,5.930383333,4,0
+Sycco,Germs,45.0,0.656,0.763,6.0,-5.946,0,0.0845,0.102,2.43e-06,0.0373,0.903,144.952,231972.0,4,6
+Hemant Kumar,Hai Apna Dil To Aawara - Happy Version,36.0,0.604,0.469,6.0,-10.606,1,0.0571,0.572,0.000994,0.59,0.934,110.447,4.363783333,4,3
+Meadow Park,When I Fall In Love,55.0,0.424,0.103,3.0,-18.281,1,0.0417,0.937,0.861,0.114,0.135,104.45,4.832416667,4,7
+Johnny Rodriguez,Pass Me By,38.0,0.661,0.4,7.0,-6.499,1,0.0245,0.678,,0.0697,0.397,101.025,2.629116667,4,4
+jxdn,So What!,67.0,0.598,0.662,4.0,-5.797,1,0.048,0.00301,0.000167,0.0812,0.531,174.937,141207.0,4,10
+Lizz Wright,Singing In My Soul,34.0,0.579,0.678,1.0,-7.031,1,0.0834,0.134,3.14e-05,0.219,0.811,140.793,226933.0,4,2
+Hailey Whitters,Glad To Be Here (feat. Brent Cobb),48.0,0.632,0.673,3.0,-6.525,1,0.0418,0.0476,2.69e-05,0.107,0.623,88.99,273538.0,4,1
+Aria Ohlsson,Love on the Weekend,54.0,0.672,0.431,1.0,-8.164,0,0.106,0.556,,0.0969,0.284,82.99,153253.0,4,9
+Hariharan,Yeh Lamhe Yeh Pal,32.0,0.573,0.435,7.0,-14.986,1,0.0314,0.678,,0.0465,0.745,127.239,3.557783333,4,3
+Darius Rucker,Alright,70.0,0.601,0.806,7.0,-4.579,1,0.0345,0.0527,,0.185,0.711,89.87,3.865333333,4,4
+Asha Bhosle,Aage Bhi Jane Na Tu,25.0,0.506,0.276,3.0,-6.934,1,0.0278,0.98,0.00418,0.0807,0.539,76.136,7.417133333,4,3
+Opeth,Heart in Hand,43.0,0.457,0.911,9.0,-6.835,1,0.0956,0.00011,0.143,0.339,0.205,120.016,509600.0,4,8
+Omer Adam,בניתי עלייך,38.0,0.67,0.967,,-3.313,0,0.0495,0.172,,0.319,0.87,132.023,210600.0,4,9
+JOELMY,Porque Te Vas,34.0,0.822,0.704,9.0,-6.423,0,0.0675,0.0909,0.00056,0.22,0.529,90.049,192667.0,4,9
+Greyhaven,Echo and Dust Pt. I,43.0,0.261,0.992,6.0,-2.653,1,0.32,0.000101,0.00071,0.679,0.204,138.443,255346.0,4,8
+Tai Verdes,A-O-K,71.0,0.731,0.626,11.0,-6.919,1,0.0805,0.125,,0.183,0.862,82.488,173640.0,4,9
+The Word Alive,Heartless,40.0,0.396,0.92,1.0,-4.749,1,0.068,0.000816,,0.229,0.243,174.995,240000.0,4,8
+The Kinks,Apeman - 2014 Remastered Version,44.0,0.683,0.728,9.0,-8.92,1,0.259,0.568,5.08e-05,0.0384,0.833,75.311,233400.0,4,10
+Votum,Prey,27.0,0.569,0.893,2.0,-5.708,1,0.0623,0.0061,0.757,0.0861,0.254,137.96,330435.0,4,8
+Son of Stone,Give my regards,23.0,0.193,0.951,10.0,-3.282,0,0.173,0.102,,0.146,0.0979,188.204,181188.0,4,8
+Path of Destiny,The Division of a Spiral Synergy,,0.188,0.883,,-9.815,0,0.0594,9.67e-06,0.0939,0.213,0.108,154.966,358267.0,4,8
+Elkka,Euphoric Melodies,,0.796,0.825,10.0,-10.017,0,0.0807,0.00316,0.902,0.109,0.887,128.003,401100.0,4,6
+frown line,September,40.0,0.554,0.702,7.0,-5.704,1,0.0344,0.0934,0.0917,0.334,0.741,216.091,178750.0,4,1
+Candye Kane,You Need Love,29.0,0.57,0.567,4.0,-7.958,0,0.0595,0.0458,0.000407,0.205,0.806,155.153,246293.0,4,2
+Jack Kays,MY HEAD :(,53.0,0.942,0.439,,-8.519,1,0.0864,0.346,,0.107,0.231,125.018,92160.0,4,9
+Murcof,Dividing Space,20.0,0.0599,0.219,,-16.775,0,0.0467,0.0283,0.802,0.11,0.0259,55.361,282680.0,4,6
+Thousand Thoughts,Heads or Tails,31.0,0.419,0.917,8.0,-4.822,1,0.0676,0.000761,,0.118,0.461,169.989,229047.0,4,8
+Weezer,Pork And Beans,47.0,0.599,0.626,6.0,-6.622,1,0.0339,0.0108,8.8e-06,0.158,0.708,119.837,189400.0,4,10
+Britney Spears,Mood Ring (By Demand) - Pride Remix,44.0,0.612,0.818,11.0,-5.2,1,0.0298,0.000762,0.00349,0.179,0.574,119.985,3.183633333,4,9
+Tyler Terrance,Fernweh,50.0,0.548,0.0988,9.0,-18.816,1,0.0714,0.994,0.94,0.112,0.231,147.367,3.546733333,4,7
+The Rolling Stones,Miss You - Remastered,69.0,0.795,0.71,9.0,-4.746,0,0.0392,0.443,0.0215,0.344,0.845,109.689,288667.0,4,10
+Smash Into Pieces,Wake Up,55.0,0.648,0.931,1.0,-3.299,0,0.0562,0.014,1.24e-05,0.123,0.588,124.996,219363.0,4,10
+Led Zeppelin,Since I've Been Loving You - Remaster,63.0,0.393,0.364,5.0,-10.945,0,0.0345,0.0021,0.0703,0.121,0.308,118.566,444148.0,3,2
+Toumani Diabaté,Kaira,30.0,0.433,0.0648,1.0,-20.872,1,0.0552,0.643,0.685,0.0953,0.291,152.817,8.142216667,4,7
+Faith No More,From out of Nowhere,,0.277,0.989,,-5.37,0,0.077,0.00102,0.006,0.264,0.0862,161.178,201133.0,4,10
+Rachel Yaron,מאחורינו,22.0,0.549,0.389,8.0,-9.532,1,0.03,0.236,0.49,0.102,0.4,122.011,219483.0,4,10
+John Mayer,Crossroads,49.0,0.894,0.507,7.0,-6.945,1,0.0564,0.221,0.0661,0.0642,0.916,114.216,149387.0,4,2
+"Shafqat Amanat Ali, Shafqat Ali Khan",Shafqat with Shafqat (Lakh Jatan / Khamaj),30.0,0.299,0.437,5.0,-9.258,1,0.0334,0.88,0.00034,0.11,0.38,160.084,7.35,4,0
+24kGoldn,CITY OF ANGELS,78.0,0.686,0.541,,-4.993,0,0.0493,0.042,,0.0675,0.724,120.082,112493.0,4,9
+Blur,Tender,62.0,0.587,0.566,9.0,-9.932,1,0.0276,0.47,,0.0644,0.529,76.054,461947.0,4,1
+Robert Johnson,Come On In My Kitchen,42.0,0.556,0.0643,10.0,-15.305,0,0.175,0.927,2.37e-06,0.0991,0.283,81.673,172307.0,4,2
+Queensrÿche,Blood of the Levant,33.0,0.501,0.903,1.0,-4.951,0,0.0496,6.08e-05,0.00418,0.153,0.402,128.051,207227.0,4,8
+Buffalo Fuzz,Perfect Man,38.0,0.459,0.58,4.0,-9.7,1,0.0353,0.00872,0.0203,0.124,0.185,128.789,325313.0,4,8
+Green-House,Nocturnal Bloom,42.0,0.439,0.0193,10.0,-20.404,1,0.0326,0.925,0.495,0.111,0.192,60.053,292000.0,4,6
+Chip,Every Gyal (feat. Mavado),33.0,0.542,0.827,11.0,-4.321,0,0.315,0.317,,0.397,0.667,106.403,251827.0,5,5
+Masego,Mystery Lady (feat. Don Toliver),76.0,0.747,0.494,3.0,-7.957,0,0.141,0.393,,0.0982,0.624,76.006,228453.0,4,5
+Grace Davies,Amsterdam,54.0,0.44,0.293,,-10.607,1,0.0439,0.799,0.000132,0.0784,0.209,135.258,208787.0,4,9
+Mergui,תני לי רגע,36.0,0.504,0.735,7.0,-4.667,0,0.244,0.139,0.000196,0.326,0.487,100.039,173246.0,4,9
+Martha Hill,Grilled Cheese,34.0,0.748,0.596,2.0,-5.49,1,0.0431,0.0262,2.65e-05,0.0592,0.449,130.066,203060.0,4,1
+Tafia,Break The Bank feat. Meek Mill,46.0,0.784,0.453,10.0,-11.458,0,0.351,0.0159,,0.248,0.389,82.018,193902.0,4,5
+Cold,Quiet Now,42.0,0.547,0.812,3.0,-4.703,1,0.0326,0.0213,,0.0855,0.383,117.976,254643.0,4,10
+Kelsy Karter,Love Me or Hate Me,45.0,0.479,0.937,8.0,-5.269,1,0.0521,0.00214,0.00105,0.25,0.56,165.982,196988.0,4,9
+Ben Howard,Only Love,71.0,0.545,0.485,8.0,-9.941,1,0.151,0.3,0.00137,0.119,0.341,80.401,249173.0,4,9
+Editors,Ocean of Night,54.0,0.567,0.666,,-9.647,1,0.0298,0.0244,0.251,0.107,0.251,106.001,305489.0,4,10
+Saxon,Princess of the Night,51.0,0.362,0.797,3.0,-8.824,0,0.0424,0.00328,2e-06,0.0668,0.753,107.249,242573.0,4,8
+50 Cent,How To Rob,49.0,0.774,0.676,6.0,-8.476,0,0.304,0.0575,,0.169,0.791,96.984,264320.0,4,5
+DreamDoll,Different - Freestyle,48.0,0.764,0.738,8.0,-6.293,1,0.354,0.0186,,0.282,0.493,95.378,108069.0,4,5
+Vedo,You Got It - Remix,58.0,0.773,0.448,5.0,-7.593,1,0.189,0.188,,0.179,0.49,121.96,245345.0,4,5
+Marianas Rest,Pointless Tale,27.0,0.477,0.843,5.0,-7.448,0,0.0358,0.00429,0.0195,0.0959,0.351,120.025,351431.0,4,8
+Stone Temple Pilots,Interstate Love Song,72.0,0.215,0.927,9.0,-7.327,1,0.0452,0.000273,0.00661,0.126,0.49,170.814,194853.0,4,6
+Mystery Jets,Two Doors Down,51.0,0.564,0.965,1.0,-3.17,0,0.0642,0.00912,,0.0997,0.848,123.963,219013.0,4,6
+Idan Amedi,תסתכלי לי בעיניים,51.0,0.735,0.635,5.0,-7.22,0,0.0477,0.766,1.01e-06,0.481,0.696,115.043,198420.0,4,9
+James Cotton,Play With Your Poodle,38.0,0.515,0.43,7.0,-10.912,1,0.25,0.81,0.0069,0.126,0.624,165.888,219000.0,4,2
+Brett Dennen,See the World,51.0,0.616,0.638,7.0,-7.981,1,0.0334,0.0245,3.59e-05,0.296,0.507,89.989,257893.0,4,1
+Mrigya,Ganga,14.0,0.381,0.738,7.0,-7.783,1,0.0573,0.295,0.495,0.393,0.538,166.037,5.588666667,4,0
+Freeds,Fruit Bats,42.0,0.897,0.466,10.0,-10.18,1,0.0478,0.556,0.000165,0.119,0.522,104.944,175313.0,4,6
+Lil Mosey,Enough,66.0,0.739,0.338,6.0,-11.224,1,0.0412,0.598,,0.105,0.401,100.996,159966.0,4,5
+Palmiyeler,Karbeyaz,42.0,0.674,0.63,6.0,-5.475,0,0.0253,0.52,0.0468,0.0934,0.714,97.033,242690.0,4,10
+TV On The Radio,Happy Idiot,60.0,0.617,0.948,11.0,-4.236,0,0.0621,0.00226,0.00221,0.0755,0.863,139.996,183002.0,4,6
+Pat Benatar,Hit Me With Your Best Shot,71.0,0.741,0.58,4.0,-9.05,1,0.0304,0.117,3.31e-05,0.212,0.944,127.402,171267.0,4,10
+Bumpin Uglies,Serotonin,41.0,0.684,0.788,8.0,-5.627,1,0.0424,0.0311,3.17e-05,0.0632,0.793,83.011,181370.0,4,10
+Metallica,Master Of Puppets,74.0,0.543,0.836,4.0,-9.11,0,0.0353,0.000647,0.431,0.153,0.56,105.173,515387.0,4,8
+The Outfield,Your Love,72.0,0.555,0.757,1.0,-7.868,0,0.0601,0.103,1.16e-06,0.0631,0.582,129.607,221840.0,4,10
+Wolfmother,Joker And The Thief,64.0,0.264,0.8,,-2.427,1,0.0537,0.0195,0.00744,0.406,0.465,155.558,279667.0,4,10
+Sugar Ray,Someday - Remastered,60.0,0.743,0.67,1.0,-4.547,0,0.0293,0.0108,0.0702,0.22,0.934,110.832,243333.0,4,10
+fanclubwallet,What's Up,51.0,0.618,0.684,4.0,-6.163,1,0.039,0.117,0.455,0.273,0.823,170.029,141750.0,4,6
+"Blood, Sweat & Tears",More and More - Live at Woodstock,23.0,0.442,0.634,1.0,-14.148,0,0.223,0.207,0.042,0.655,0.69,135.48,184853.0,4,10
+Glass Animals,Heat Waves,84.0,0.761,0.525,11.0,-6.9,1,0.0944,0.44,6.7e-06,0.0921,0.531,80.87,238805.0,4,9
+Lata Mangeshkar,Yeh Dil Ki Lagi Kya Hogi,4.0,0.502,0.318,6.0,-8.763,1,0.0493,0.995,0.281,0.498,0.816,105.436,3.38895,3,3
+Chet Faker,Whatever Tomorrow,63.0,0.4,0.506,7.0,-8.078,1,0.0412,0.14,0.0278,0.129,0.248,165.155,263818.0,4,6
+Tiamat,Whatever That Hurts,36.0,0.271,0.707,10.0,-10.531,1,0.0492,0.0216,0.125,0.318,0.108,137.106,346133.0,4,8
+Filmore,Who Cares,66.0,0.583,0.828,7.0,-4.768,1,0.0539,0.25,,0.512,0.765,95.035,2.974366667,4,4
+Omer Adam,שני משוגעים,49.0,0.695,0.528,11.0,-5.903,0,0.0571,0.434,,0.0666,0.487,116.776,170773.0,4,9
+"Shakir Khan, Aarya Ambekar",Bairan,20.0,0.591,0.452,1.0,-11.248,0,0.0383,0.867,0.0194,0.0831,0.18,140.077,5.028566667,4,0
+Electroforez,–ê–ª–∫–æ–≥–æ–ª—å –º–æ–π –≤—Ä–∞–≥,46.0,0.682,0.877,7.0,-4.888,0,0.041,0.0309,,0.0847,0.827,111.964,167000.0,4,6
+Sarcoptes,The Vertigo Soul,19.0,0.247,0.961,1.0,-6.027,0,0.169,1.88e-06,0.0027,0.186,0.0386,135.987,407613.0,4,8
+Somehow Jo,The Grey,31.0,0.579,0.899,5.0,-5.431,1,0.0402,0.00703,,0.125,0.589,100.034,235740.0,4,8
+AFI,Snow Cats,43.0,0.294,0.775,4.0,-4.271,0,0.0454,0.00291,0.000727,0.254,0.471,131.092,200920.0,3,10
+Avalanche,Maja Lena,43.0,0.415,0.355,6.0,-10.494,0,0.0316,0.985,0.0932,0.103,0.36,113.993,2.98845,4,0
+IRONTOM,Big Shot,45.0,0.504,0.938,8.0,-2.696,0,0.0583,0.00743,,0.0741,0.612,145.91,220527.0,4,10
+Ivy Sole,HEAVY,42.0,0.538,0.768,6.0,-6.41,1,0.182,0.225,,0.639,0.619,142.067,290850.0,4,5
+Simple Minds,Kick It In - Remastered 2002,33.0,0.552,0.828,11.0,-6.047,0,0.053,0.0276,0.129,0.0972,0.352,130.032,6.18733333,4,10
+Giant Rooks,Wild Stare,50.0,0.646,0.82,10.0,-3.618,0,0.0521,0.026,0.000171,0.191,0.438,128.061,194480.0,4,10
+Spare Parts For Broken Hearts,Big Win,24.0,0.491,0.71,7.0,-9.06,1,0.0307,0.000981,4.6e-05,0.228,0.418,122.003,205687.0,4,10
+Creedence Clearwater Revival,Fortunate Son,82.0,0.64,0.663,,-7.516,1,0.0374,0.201,0.00806,0.152,0.663,132.77,140773.0,4,1
+Rise Against,"Broken Dreams, Inc. - HEALTH Remix",45.0,0.247,0.833,1.0,-5.086,1,0.0706,0.0272,0.471,0.215,0.228,165.995,274825.0,4,1
+Mister Misery,Ballad of the Headless Horseman,36.0,0.301,0.822,1.0,-6.918,1,0.0579,8.8e-06,0.00951,0.115,0.254,175.085,276000.0,4,8
+Bruce Springsteen,The River,67.0,0.587,0.536,7.0,-11.248,1,0.0304,0.179,2.75e-05,0.305,0.59,117.498,301547.0,4,10
+Sunflower Bean,Moment In The Sun,41.0,0.687,0.63,2.0,-5.13,1,0.031,0.0576,,0.257,0.548,115.986,189635.0,4,6
+2KBABY,Great White,52.0,0.829,0.555,6.0,-6.512,0,0.342,0.0943,2.83e-05,0.183,0.399,129.911,111388.0,4,5
+Rhode & Brown,Everything in Motion,,0.709,0.387,9.0,-12.586,0,0.0355,0.021,0.904,0.0871,0.304,115.029,225671.0,4,6
+Obituary,Redneck Stomp,51.0,0.245,0.861,2.0,-8.728,1,0.0415,0.000256,0.871,0.216,0.483,91.056,212840.0,4,8
+The Rolling Stones,Wild Horses - 2009 Mix,70.0,0.432,0.389,7.0,-6.517,1,0.0255,0.687,0.0107,0.0788,0.158,139.506,5.69621667,4,10
+"John Prine, The Secret Sisters","I Just Called to Say I Love You - Recorded at RCA Studio A, Nashville",48.0,0.477,0.297,3.0,-13.955,1,0.0328,0.664,0.000595,0.103,0.455,137.067,4.11836667,4,0
+Nathan Day,She Came Down From The Stars,48.0,0.487,0.766,5.0,-7.596,1,0.0377,0.0027,,0.219,0.574,155.081,216774.0,4,10
+Dafnis Prieto Sextet,Amanecer Contigo,34.0,0.528,0.7,7.0,-9.43,1,0.0305,0.522,0.417,0.122,0.672,126.214,6.351016667,4,7
+The Goo Goo Dolls,Miracle Pill,49.0,0.503,0.727,,-3.256,1,0.0257,0.0487,,0.128,0.717,160.043,197968.0,4,10
+RETRIEVER,Weekend Spiders,32.0,0.66,0.418,5.0,-13.686,0,0.0325,0.0742,0.898,0.0725,0.577,92.998,251051.0,4,6
+Tribute Trio,I Remember Clifford,41.0,0.533,0.244,,-16.662,0,0.0399,0.922,0.906,0.163,0.166,118.732,4.960066667,4,7
+Hot Chip,Straight To The Morning - Myd Remix,53.0,0.819,0.829,1.0,-7.571,0,0.177,0.0852,2.64e-05,0.0753,0.864,115.995,206577.0,4,6
+Pearl Jam,Alive,75.0,0.284,0.875,11.0,-6.069,0,0.0422,0.00752,0.000461,0.402,0.595,75.009,340907.0,4,6
+King Gizzard & The Lizard Wizard,Sense,46.0,0.535,0.605,5.0,-9.144,0,0.287,0.51,0.286,0.188,0.662,202.06,210653.0,4,1
+Mondo Generator,"So High, So Low",34.0,0.538,0.863,4.0,-6.123,0,0.139,0.00495,2.07e-05,0.314,0.606,127.618,155067.0,4,10
+Belle Mt.,Hollow (Acoustic),,0.499,0.229,11.0,-9.642,1,0.0361,0.822,4.59e-06,0.0914,0.239,178.461,3.94363333,3,0
+Tim McGraw,Something Like That,68.0,0.507,0.85,5.0,-5.679,1,0.0472,0.378,,0.0567,0.847,171.8,3.062216667,4,4
+Eyal Golan,הוזה אותך מולי,36.0,0.563,0.76,4.0,-5.048,0,0.0578,0.572,,0.191,0.444,155.975,242920.0,4,9
+"Lata Mangeshkar, S. P. Balasubrahmanyam",Aate Jaate Hanste Gaate,31.0,0.546,0.436,8.0,-11.929,1,0.0353,0.667,0.0223,0.337,0.466,120.644,3.406,4,3
+Dudu Tassa,הימים האבודים - אקוסטי,26.0,0.338,0.216,11.0,-9.206,0,0.0465,0.91,,0.124,0.172,169.343,214333.0,4,10
+Dudu Aharon,גיבור,17.0,0.507,0.668,4.0,-3.942,0,0.0291,0.595,,0.108,0.371,77.999,274147.0,4,9
+Mastodon,Show Yourself,54.0,0.468,0.977,8.0,-4.198,1,0.0645,4.99e-06,0.0213,0.0543,0.493,134.996,182893.0,4,8
+Kiasmos,Blurred - Sven Helbig Rework,42.0,0.0855,0.122,2.0,-18.526,1,0.0436,0.946,0.945,0.134,0.0372,85.44,284619.0,4,1
+Alice In Chains,Heaven Beside You,62.0,0.551,0.724,10.0,-7.09,0,0.032,0.00451,0.000167,0.116,0.559,111.243,327893.0,4,10
+Twin Wild,My Heart,29.0,0.48,0.905,7.0,-3.851,1,0.0896,0.000197,8.66e-06,0.29,0.295,95.055,227046.0,4,10
+Jørgen Emborg,On The Second Day,46.0,0.524,0.608,4.0,-10.14,0,0.0356,0.235,0.724,0.0595,0.633,115.161,4.546583333,4,7
+girl in red,Rue,68.0,0.579,0.77,4.0,-9.163,0,0.0586,0.12,0.0553,0.172,0.275,125.011,216832.0,4,6
+My Chemical Romance,Na Na Na (Na Na Na Na Na Na Na Na Na),70.0,0.411,0.986,8.0,-2.522,0,0.0583,0.000264,0.00148,0.371,0.649,165.981,205960.0,4,10
+Billie Eilish,Therefore I Am,88.0,0.889,0.34,11.0,-7.773,0,0.0697,0.218,0.13,0.055,0.716,94.009,174321.0,4,9
+BENEE,Supalonely,79.0,0.863,0.631,7.0,-4.689,1,0.0534,0.305,3.04e-05,0.123,0.817,128.977,223480.0,4,9
+Arctic Monkeys,When The Sun Goes Down,73.0,0.348,0.875,11.0,-4.758,0,0.199,0.0341,,0.117,0.407,169.152,202133.0,4,6
+Damien Jurado,Lincoln,22.0,0.494,0.139,,-14.209,1,0.043,0.925,0.000403,0.143,0.16,136.024,189120.0,4,1
+Aldous Harding,Horizon,51.0,0.406,0.0949,8.0,-11.713,1,0.0454,0.878,,0.122,0.236,119.199,249137.0,4,6
+Ray Alder,What The Water Wanted,30.0,0.532,0.876,11.0,-5.933,1,0.0344,0.00103,1.05e-06,0.322,0.32,98.012,226191.0,4,10
+Vivian Lobo,I Love You,15.0,0.62,0.573,8.0,-10.286,1,0.0423,0.939,0.24,0.102,0.872,86.059,3.156666667,4,3
+Westlife,Miss You,2.0,0.491,0.627,2.0,-6.207,1,0.0255,0.436,1.25e-06,0.264,0.402,78.047,3.88155,4,9
+Them,Gloria - Stereo Version,62.0,0.641,0.703,9.0,-10.434,1,0.0518,0.397,0.00546,0.104,0.722,129.118,156800.0,4,6
+LOUDNESS,Lost Without Your Love,33.0,0.492,0.565,9.0,-13.952,0,0.0277,0.0617,1.07e-05,0.193,0.309,136.135,296373.0,4,10
+Uzi Ramirez,Cheese in My Pocket,10.0,0.573,0.709,4.0,-7.163,0,0.0318,0.118,6.3e-06,0.241,0.574,119.114,231299.0,4,6
+YoungBoy Never Broke Again,I Ain't Scared,65.0,0.663,0.557,5.0,-7.954,1,0.0811,0.301,,0.137,0.584,154.099,162481.0,4,5
+Ravid Plotnik,חארבו דארב,38.0,0.631,0.621,9.0,-11.371,1,0.361,0.0362,,0.395,0.532,85.99,225613.0,4,5
+Alexa Rose,Clearwater Park,20.0,0.322,0.277,11.0,-9.685,1,0.0317,0.919,3.2e-06,0.0888,0.17,132.013,291262.0,3,6
+JESSIA,I'm not Pretty,66.0,0.645,0.544,2.0,-6.202,1,0.335,0.112,,0.068,0.867,74.88,118400.0,4,9
+Sylvan Esso,Ferris Wheel,57.0,0.836,0.74,9.0,-4.77,0,0.057,0.0622,0.0034,0.121,0.445,101.986,177920.0,4,6
+J. Cole,i n t e r l u d e,81.0,0.77,0.574,1.0,-5.525,1,0.106,0.0617,,0.104,0.104,98.962,133022.0,3,5
+Fiendz YT,Speed in My Coffee,18.0,0.547,0.884,10.0,-5.676,0,0.064,0.00354,5.76e-06,0.408,0.356,89.987,206133.0,4,6
+Disturbed,The Sound of Silence,73.0,0.322,0.28,6.0,-9.367,0,0.0281,0.468,1.1e-06,0.102,0.175,85.794,248467.0,4,8
+Nati Hassid,כספומט,13.0,0.856,0.679,5.0,-5.862,0,0.0859,0.454,,0.284,0.901,102.008,211176.0,4,5
+Shlomo Artzi,שפויים,23.0,0.432,0.6,4.0,-7.866,1,0.0444,0.715,,0.0641,0.396,118.282,302400.0,4,10
+Public Image Ltd.,Rise,52.0,0.533,0.739,7.0,-9.361,1,0.0561,0.00299,3.69e-06,0.475,0.636,86.345,378373.0,4,1
+HARDY,GIVE HEAVEN SOME HELL,64.0,0.639,0.843,11.0,-4.975,1,0.0362,0.0525,,0.0854,0.528,126.047,217802.0,4,10
+Sufjan Stevens,To Be Alone With You,61.0,0.519,0.163,,-18.131,0,0.0489,0.926,0.751,0.115,0.356,142.116,168040.0,4,6
+Anvil,Nabbed in Nebraska,29.0,0.53,0.946,4.0,-4.387,0,0.126,0.000105,0.000445,0.328,0.369,120.006,273480.0,4,8
+Luke Combs,The Great Divide,66.0,0.671,0.686,8.0,-8.269,0,0.0271,0.597,2.24e-06,0.283,0.547,111.007,211990.0,4,1
+Metal Church,Start the Fire,,0.524,0.752,4.0,-14.268,1,0.0412,3.5e-05,0.464,0.305,0.515,148.699,225680.0,4,8
+The Ghost Inside,Aftermath,53.0,0.298,0.953,5.0,-3.334,0,0.192,0.000375,,0.1,0.127,172.023,298826.0,4,8
+KALI,I Just Wanna,46.0,0.693,0.586,11.0,-5.59,0,0.0361,0.147,0.000431,0.111,0.51,108.579,254399.0,4,6
+42 Dugg,Maybach (feat. Future),21.0,0.506,0.473,5.0,-9.79,1,0.331,0.0229,,0.15,0.199,100.535,199086.0,5,5
+Jimmy Eat World,Pain,40.0,0.393,0.964,,-3.363,0,0.0936,0.019,,0.58,0.255,168.016,181307.0,4,10
+Ed Sheeran,Thinking out Loud,83.0,0.781,0.445,2.0,-6.061,1,0.0295,0.474,,0.184,0.591,78.998,281560.0,4,9
+Nine Inch Nails,Closer,60.0,0.546,0.724,10.0,-8.639,0,0.0427,0.000273,0.667,0.133,0.586,89.991,373307.0,4,8
+girlfriends,Congratulations (feat. Jasiah),52.0,0.57,0.891,11.0,-3.6,0,0.128,0.00478,,0.0248,0.831,169.979,114809.0,4,10
+Limp Bizkit,Counterfeit,47.0,0.462,0.943,1.0,-5.343,1,0.245,0.0364,0.00148,0.0871,0.218,95.483,308093.0,4,8
+Queen,Another One Bites The Dust - Remastered 2011,74.0,0.933,0.528,5.0,-6.472,0,0.162,0.112,0.329,0.163,0.756,109.975,3.57755,4,10
+Donatella Monza,Via Venezia,45.0,0.708,0.125,2.0,-15.726,0,0.0515,0.951,0.241,0.0819,0.125,107.29,2.1322,4,7
+"Jean Sibelius, Anne-Sophie Mutter, Staatskapelle Dresden, André Previn","Two Serenades, Op.69: 2. Lento assai, Op.69 No.2 - In G Minor",25.0,0.295,0.0251,,-29.891,0,0.0463,0.94,0.439,0.0985,0.0393,103.992,6.95,4,7
+Yemi Alade,True Love,43.0,0.749,0.602,5.0,-5.097,1,0.0798,0.0313,0.000543,0.0337,0.965,120.022,235875.0,4,9
+Backstreet Boys,Make Believe,19.0,0.572,0.845,1.0,-5.036,1,0.0301,0.0617,,0.137,0.446,129.994,4.776833333,4,9
+Black Mountain,What's Your Conquest?,24.0,0.122,0.88,1.0,-4.649,1,0.0687,0.000172,,0.0895,0.317,160.39,206133.0,4,10
+Erkin Koray,Çöpçüler,54.0,0.469,0.486,9.0,-15.076,0,0.0427,0.149,1.21e-05,0.123,0.595,130.737,239267.0,4,10
+Miki Howard,Until You Come Back to Me (That's What I Am Gonna Do),33.0,0.601,0.893,7.0,-7.784,1,0.0381,0.00839,4.09e-05,0.244,0.815,95.837,247733.0,4,5
+Mahendra Kapoor,Bhool Sakta Hai Bhala Kaun Tumhari Aankhen,4.0,0.395,0.26,3.0,-18.287,1,0.105,0.95,0.623,0.115,0.558,154.329,3.013783333,3,3
+Chris Stapleton,Tennessee Whiskey,79.0,0.392,0.37,9.0,-10.888,1,0.0298,0.205,0.0096,0.0821,0.512,48.718,4.888216667,4,4
+From Autumn To Ashes,Short Stories With Tragic Endings,43.0,0.215,0.752,9.0,-6.481,0,0.0441,0.000717,0.009,0.112,0.0585,93.758,565973.0,3,10
+Kahbum,Zombie da Spiaggia (feat. Aine & Hyst),31.0,0.703,0.261,1.0,-12.558,1,0.333,0.539,0.000135,0.0678,0.221,96.008,213120.0,4,5
+Muse,Uprising,75.0,0.602,0.905,2.0,-4.046,1,0.0775,0.000202,0.064,0.117,0.411,128.019,304840.0,4,1
+Josh Teskey,Thinking 'Bout Myself,51.0,0.644,0.53,4.0,-8.296,0,0.0884,0.787,0.0303,0.259,0.678,99.733,221214.0,4,2
+BlueBucksClan,Lil League (feat. Quavo & Hit-Boy),54.0,0.828,0.489,1.0,-5.644,1,0.238,0.0124,,0.0721,0.136,98.002,129796.0,3,5
+White Zombie,More Human Than Human,61.0,0.673,0.911,1.0,-6.725,1,0.0707,0.000367,0.628,0.101,0.54,101.467,268760.0,4,8
+The Fratellis,Creepin Up The Backstairs - Composite Edit (do not put on a/w),19.0,0.601,0.907,11.0,-8.43,0,0.187,0.000229,3.17e-06,0.219,0.281,122.368,185387.0,4,10
+Steve Miller Band,You Send Me,32.0,0.376,0.353,4.0,-13.606,0,0.0309,0.827,3.24e-05,0.194,0.384,109.78,162360.0,3,10
+Local Boy,Thoughts,28.0,0.629,0.878,2.0,-6.194,1,0.0701,0.00811,5.83e-05,0.419,0.516,160.022,204000.0,4,6
+Loop,Vapour (Remastered),4.0,0.201,0.989,2.0,-5.715,1,0.132,4.91e-06,0.846,0.0697,0.382,128.774,368373.0,4,6
+Doug Kaufman,The Garden,46.0,0.214,0.243,6.0,-17.301,1,0.0319,0.917,0.912,0.0657,0.0381,80.187,176062.0,4,1
+Def Leppard,Rock Of Ages,63.0,0.706,0.785,11.0,-7.666,0,0.041,0.00802,0.0319,0.195,0.636,105.893,4.13048333,4,10
+Poundz,Chocolate Darling (feat. BackRoad Gee & iLL BLU),52.0,0.795,0.745,9.0,-7.58,0,0.27,0.0869,,0.112,0.75,144.112,213333.0,4,5
+Brand New,Sic Transit Gloria ... Glory Fades,57.0,0.645,0.704,8.0,-6.02,1,0.0396,0.0124,,0.543,0.758,92.774,186493.0,4,10
+The White Stripes,My Doorbell,57.0,0.614,0.663,8.0,-9.965,1,0.0352,0.29,0.00682,0.0986,0.823,97.083,241867.0,4,1
+AC/DC,T.N.T.,78.0,0.754,0.759,9.0,-5.218,1,0.302,0.153,0.000108,0.101,0.435,126.366,214667.0,4,10
+Wings of Desire,Better Late Than Never,22.0,0.435,0.933,9.0,-7.668,1,0.07,0.000101,0.00808,0.115,0.321,132.005,232022.0,4,10
+Thirty Seconds To Mars,Capricorn (A Brand New Name),46.0,0.468,0.801,5.0,-5.724,0,0.0453,0.000164,0.0212,0.18,0.163,90.034,233000.0,4,10
+V3ctors,The Quartz Grave,30.0,0.123,0.983,6.0,-4.818,0,0.301,1.68e-05,0.000214,0.103,0.0792,78.098,259432.0,4,8
+S7N,Insane,26.0,0.499,0.931,7.0,-4.045,1,0.132,2.16e-05,0.211,0.218,0.513,91.061,182085.0,4,8
+Brett Young,Not Yet,73.0,0.464,0.783,1.0,-6.108,1,0.0378,0.000689,0.00016,0.323,0.734,170.029,2.90245,4,4
+Downswing,Stressed Out,41.0,0.2,0.985,7.0,-2.583,1,0.25,5.2e-05,1.51e-05,0.314,0.0726,183.245,172636.0,4,10
+The Stone Roses,Waterfall - Remastered,62.0,0.491,0.686,11.0,-8.22,1,0.0289,0.0236,0.263,0.451,0.437,103.715,278827.0,4,1
+Radolescent,406,18.0,0.368,0.85,,-2.646,1,0.0485,0.014,,0.226,0.397,159.928,193053.0,4,10
+Boy Destroy,Favourite,41.0,0.6,0.732,7.0,-3.848,0,0.0297,0.00713,,0.242,0.453,141.926,188880.0,4,1
+All Good Things,For The Glory (feat. Hollywood Undead),61.0,0.473,0.845,2.0,-3.774,0,0.0575,0.000396,,0.1,0.543,142.012,281197.0,4,10
+Ricky Reed,Catch You,39.0,0.66,0.639,,-8.716,1,0.0336,0.482,0.635,0.111,0.36,110.014,225753.0,4,6
+Chapterhouse,Guilt,30.0,0.13,0.982,4.0,-8.215,0,0.0636,0.0014,0.734,0.644,0.136,154.94,253000.0,4,6
+KennyHoopla,lost cause// (with grandson),54.0,0.698,0.675,4.0,-4.941,0,0.0412,0.000348,0.251,0.0916,0.484,116.02,171285.0,4,1
+"Seamus Blake, Chris Cheek",A Little Evil,34.0,0.603,0.427,,-11.434,1,0.0328,0.704,0.0263,0.0676,0.627,128.363,5.518216667,4,7
+The Stooges,I Wanna Be Your Dog,60.0,0.527,0.871,4.0,-8.708,1,0.0354,0.0229,0.155,0.419,0.107,120.722,188560.0,4,10
+Rihanna,Take A Bow,76.0,0.697,0.467,9.0,-7.536,1,0.0715,0.248,,0.0941,0.572,82.082,229413.0,4,9
+Berry Sakharof,יסמין. שיר על נייר זכוכית,21.0,0.589,0.775,4.0,-7.519,0,0.0507,0.305,0.00819,0.0598,0.251,89.967,284986.0,4,10
+Flasher,Punching Up,24.0,0.267,0.734,2.0,-7.999,1,0.0727,0.00186,0.0534,0.116,0.307,207.72,211494.0,4,1
+"IndianRaga, Mahesh Raghvan, Vivek Ramanan",Swalla (Jathi Mix),,0.891,0.914,4.0,-5.265,1,0.157,0.58,,0.0944,0.667,97.998,1.707266667,4,0
+Jonny Lang,Make It Move,25.0,0.633,0.469,4.0,-6.082,1,0.11,0.479,,0.118,0.665,77.589,209120.0,4,10
+Sueco,SOS (feat. Travis Barker),67.0,0.615,0.785,1.0,-4.88,1,0.0632,0.0186,1.19e-05,0.166,0.369,150.03,169600.0,4,10
+Bastille,WHAT YOU GONNA DO???,59.0,0.529,0.853,7.0,-4.481,1,0.0382,0.00717,,0.339,0.646,127.987,131303.0,4,10
+Dent May,Sea Salt & Caramel,26.0,0.684,0.71,9.0,-4.837,1,0.0323,0.252,,0.37,0.934,119.039,189946.0,4,6
+Anand-Milind,Humne Ghar Chhoda Hai (Instrumental),22.0,0.361,0.605,9.0,-10.283,0,0.0312,0.599,0.761,0.316,0.62,97.436,6.40555,4,3
+Jade Bird,Something American,51.0,0.378,0.377,7.0,-6.513,1,0.038,0.789,,0.101,0.267,158.443,182828.0,3,9
+Deftones,Radiant City,48.0,0.167,0.962,10.0,-2.538,1,0.103,2.25e-06,0.888,0.0908,0.236,77.691,215450.0,4,10
+Keni,Proximity,27.0,0.612,0.669,2.0,-6.047,1,0.109,0.0235,,0.168,0.452,96.871,173400.0,4,10
+The B-52's,Rock Lobster,38.0,0.556,0.849,8.0,-8.967,1,0.0443,0.00107,0.00582,0.154,0.456,91.19,409440.0,4,6
+Whiskey Myers,Lightning Bugs and Rain,55.0,0.473,0.888,9.0,-6.343,1,0.0587,0.00182,,0.0435,0.853,77.622,191866.0,4,10
+Jeremy Zucker,HONEST,67.0,0.744,0.627,11.0,-6.882,1,0.265,0.13,,0.0993,0.781,99.977,2.95051667,4,9
+Coroner,Reborn Through Hate,29.0,0.133,0.895,9.0,-6.546,0,0.0945,1.47e-05,0.0847,0.164,0.194,155.204,292573.0,1,8
+Preditah,Sword,16.0,0.53,0.308,1.0,-11.618,0,0.424,0.292,0.83,0.0837,0.346,212.049,306880.0,3,5
+Circa Survive,Act Appalled,47.0,0.38,0.924,7.0,-5.782,0,0.0719,0.000173,2.33e-06,0.176,0.28,153.99,200800.0,4,10
+Jacob Bryant,More Than One Year,47.0,0.473,0.9,2.0,-4.383,1,0.0537,0.0123,4.08e-06,0.825,0.444,88.016,232476.0,4,10
+Ensiferum,"Rum, Women, Victory",42.0,0.351,0.984,11.0,-4.569,1,0.121,2.98e-05,0.0139,0.419,0.242,175.102,256280.0,4,8
+Veruca Salt,Seether,47.0,0.612,0.86,8.0,-9.175,1,0.044,0.00253,0.00153,0.158,0.687,136.212,196467.0,4,10
+Nana,Come & Go,44.0,0.59,0.675,6.0,-6.737,0,0.438,0.0522,,0.119,0.584,94.925,185056.0,4,5
+Noam Banai,בסוף זה תמיד שמח,35.0,0.541,0.554,5.0,-7.886,1,0.0362,0.339,,0.311,0.198,99.007,233333.0,4,9
+Alex Yarmak,Narcs,34.0,0.402,0.925,2.0,-4.107,1,0.0837,0.0,0.876,0.335,0.186,126.98,258873.0,4,8
+Leikeli47,Droppin',31.0,0.91,0.464,1.0,-6.676,0,0.287,0.0287,0.000558,0.0989,0.336,140.006,220000.0,4,5
+Jonny Lang,Last Goodbye,26.0,0.392,0.187,6.0,-12.211,1,0.0358,0.812,2.48e-06,0.175,0.227,134.708,236013.0,4,2
+A Flock Of Seagulls,I Ran,56.0,0.525,0.858,9.0,-4.927,0,0.0345,0.000466,0.878,0.166,0.669,145.492,220307.0,4,10
+Tedeschi Trucks Band,All That I Need,33.0,0.602,0.694,9.0,-7.988,1,0.0297,0.308,0.0134,0.122,0.716,109.487,311640.0,4,2
+Liz Phair,Spanish Doors,31.0,0.621,0.936,5.0,-4.957,1,0.0301,0.0164,,0.105,0.558,127.937,237200.0,4,1
+Rival Schools,Travel By Telephone,34.0,0.124,0.77,9.0,-3.969,1,0.0559,6.47e-05,,0.323,0.358,174.328,167400.0,4,10
+Dudu Tassa,Lola,14.0,0.348,0.61,11.0,-6.015,0,0.0583,0.71,0.000666,0.971,0.241,145.115,265300.0,4,10
+Thrills in +41,Machine Dream,28.0,0.768,0.69,9.0,-12.43,1,0.0613,0.0129,0.92,0.346,0.102,141.029,295688.0,4,1
+B.B. King,Everyday I Have The Blues - Live (San Quentin),33.0,0.426,0.791,3.0,-6.888,1,0.0543,0.356,2.85e-06,0.373,0.592,137.365,281867.0,4,2
+OK Go,Get Over It,55.0,0.389,0.767,2.0,-4.314,1,0.149,0.00127,,0.435,0.544,184.926,196760.0,4,1
+Mötley Crüe,"Girls, Girls, Girls",71.0,0.6,0.931,7.0,-4.647,1,0.0734,0.0296,7.1e-05,0.392,0.542,140.123,270427.0,4,8
+Ray LaMontagne,"Trouble - Live at Bonnaroo, Manchester, TN - June 2005",19.0,0.349,0.672,7.0,-7.927,1,0.0463,0.373,0.000254,0.981,0.593,85.478,289160.0,3,10
+Stone Temple Pilots,Interstate Love Song - 2019 Remaster,72.0,0.215,0.927,9.0,-7.327,1,0.0452,0.000273,0.00661,0.126,0.49,170.814,194853.0,4,10
+Rendezvous Point,Apollo,32.0,0.42,0.746,7.0,-7.67,1,0.0605,0.0343,1.51e-05,0.121,0.103,123.87,332533.0,4,10
+Leon Vynehall,An Exhale,44.0,0.801,0.846,2.0,-8.001,1,0.266,0.0722,0.128,0.0957,0.258,134.017,262587.0,4,1
+Kid Bailey,Rowdy Blues,28.0,0.589,0.116,,-17.218,1,0.0463,0.994,0.0419,0.122,0.577,97.815,180976.0,3,2
+Bhaskar Dutta,The Last Cadenza,16.0,0.363,0.186,7.0,-13.641,0,0.0522,0.983,0.201,0.0747,0.196,102.905,347379.0,3,6
+Everlast,What It's Like,67.0,0.678,0.556,,-7.423,1,0.0281,0.0904,0.0334,0.0866,0.405,85.158,303133.0,4,10
+A.C. Reed,She's Fine,32.0,0.501,0.44,9.0,-14.466,1,0.0372,0.202,0.00145,0.107,0.868,82.489,258227.0,4,2
+Paper Idol,James Bond,49.0,0.791,0.727,1.0,-5.138,1,0.268,0.003,0.000193,0.117,0.876,109.956,254952.0,4,6
+T-Bone Walker,Call It Stormy Monday (But Tuesday Is Just As Bad),4.0,0.659,0.166,2.0,-14.523,0,0.0753,0.877,0.0502,0.101,0.345,49.32,186973.0,4,2
+SKÁLD,Norðrljós,42.0,0.651,0.372,4.0,-13.259,0,0.0314,0.759,0.359,0.0738,0.167,139.024,200787.0,3,8
+Chapterhouse,Guilt,30.0,0.13,0.982,4.0,-8.215,0,0.0636,0.0014,0.734,0.644,0.136,154.94,253000.0,4,10
+Dudu Aharon,שימי לק,23.0,0.673,0.595,6.0,-6.241,0,0.0491,0.0495,,0.318,0.625,140.027,199757.0,4,9
+Manchester Air,Saint Sister,41.0,0.304,0.218,10.0,-10.744,1,0.0334,0.46,0.00434,0.0828,0.0707,150.514,4.12215,3,0
+Ricky Kej,One Family (Live),14.0,0.567,0.34,,-9.996,1,0.0264,0.757,,0.102,0.268,140.047,4.002283333,4,0
+Ty Dolla $ign,"By Yourself (feat. Bryson Tiller, Jhené Aiko & Mustard) - Remix",65.0,0.753,0.524,10.0,-6.291,0,0.0461,0.055,,0.188,0.199,103.965,184722.0,4,5
+Eagles,Life in the Fast Lane - 2013 Remaster,73.0,0.667,0.755,9.0,-7.246,1,0.069,0.0966,6.94e-05,0.0523,0.883,109.535,286220.0,4,10
+Dirty Fly,Is My Heart,10.0,0.307,0.587,9.0,-7.795,0,0.032,0.36,0.163,0.101,0.507,180.133,224520.0,3,6
+Pop Smoke,What You Know Bout Love,87.0,0.709,0.548,10.0,-8.493,1,0.353,0.65,1.59e-06,0.133,0.543,83.995,160000.0,4,9
+Kishore Kumar,Roop Tera Mastana,28.0,0.451,0.53,8.0,-8.787,0,0.095,0.668,7.13e-06,0.234,0.543,83.351,3.75355,4,3
+Cage The Elephant,Broken Boy (feat. Iggy Pop),51.0,0.492,0.939,6.0,-3.501,0,0.118,0.00247,0.0021,0.131,0.484,166.03,163208.0,4,1
+Violent Femmes,Blister In The Sun,70.0,0.726,0.537,,-8.896,1,0.113,0.316,,0.0707,0.887,96.91,145707.0,4,6
+Jebediah,Leaving Home,51.0,0.522,0.812,6.0,-6.606,1,0.0346,0.0253,2.87e-05,0.131,0.459,121.529,181333.0,4,10
+Eclipse,Saturday Night (Hallelujah),,0.596,0.951,9.0,-6.398,1,0.0545,0.00155,,0.0353,0.649,129.967,196550.0,4,8
+Atreyu,Ex's And Oh's,57.0,0.348,0.987,2.0,-3.172,0,0.232,1.62e-05,0.0365,0.286,0.135,159.995,211893.0,4,10
+Rude Kid,fabric,21.0,0.682,0.806,6.0,-4.326,0,0.0433,0.775,0.873,0.0992,0.186,139.996,157637.0,4,5
+London Grammar,Lose Your Head,,0.556,0.712,6.0,-7.261,1,0.0604,0.376,0.185,0.201,0.467,98.008,199996.0,4,6
+The Beatles,Come Together - Remastered 2015,54.0,0.559,0.343,9.0,-13.072,0,0.0424,0.0601,0.138,0.1,0.183,164.53,258693.0,4,10
+Camilla Solheim,Sostenuto,45.0,0.119,0.0735,,-23.969,1,0.0425,0.977,0.934,0.0997,0.0959,151.549,2.1644,3,7
+girlhouse,loaded gun,35.0,0.772,0.692,11.0,-8.192,1,0.0513,0.00742,0.00246,0.268,0.869,126.97,230905.0,4,1
+Jimi Hendrix,Voodoo Child (Slight Return),68.0,0.214,0.91,8.0,-6.662,1,0.389,0.477,0.00833,0.0517,0.448,175.549,313373.0,4,10
+Cheap Trick,Boys & Girls & Rock N Roll,37.0,0.49,0.964,2.0,-3.626,1,0.0743,0.000495,0.0527,0.375,0.348,134.996,233880.0,4,10
+The Doobie Brothers,"Another Park, Another Sunday - 2006 Remaster",50.0,0.516,0.547,9.0,-9.693,1,0.0273,0.315,2.45e-05,0.163,0.741,113.417,267627.0,4,10
+The Faim,Summer Is a Curse,54.0,0.473,0.757,9.0,-5.103,1,0.0483,0.000727,,0.151,0.425,168.005,181216.0,4,10
+Robert Cray,Do It,20.0,0.773,0.961,11.0,-4.419,1,0.0865,0.284,0.886,0.267,0.659,108.818,205587.0,4,2
+Maddie & Tae,Die From A Broken Heart,67.0,0.607,0.514,4.0,-6.631,1,0.0323,0.363,,0.258,0.414,75.978,3.138183333,4,4
+Juan Wauters,Locura,43.0,0.718,0.63,4.0,-9.147,0,0.0373,0.0905,0.000169,0.483,0.666,115.537,164524.0,4,9
+Melody's Echo Chamber,"Some Time Alone, Alone",45.0,0.444,0.958,10.0,-3.866,0,0.0485,0.00867,0.00652,0.323,0.551,108.478,226400.0,4,6
+Etta James,I Just Want To Make Love To You - Single Version,64.0,0.642,0.523,3.0,-8.579,1,0.11,0.772,3.26e-06,0.527,0.654,101.635,185627.0,4,2
+Neha Karode,Piya Bin,19.0,0.436,0.521,10.0,-7.948,1,0.0399,0.388,,0.0729,0.738,91.562,3.710166667,4,0
+Skrizzly Adams,New Dress,47.0,0.552,0.667,6.0,-5.713,1,0.0383,0.22,,0.21,0.801,94.412,174843.0,4,10
+Glasvegas,Shake the Cage (für Theo),32.0,0.27,0.856,9.0,-10.371,1,0.267,0.0136,0.0633,0.0565,0.156,94.787,296149.0,5,6
+The Avalanches,Interstellar Love (feat. Leon Bridges),52.0,0.448,0.83,2.0,-6.784,1,0.105,0.388,0.000156,0.649,0.27,116.311,218507.0,4,9
+Peled,זומבי,26.0,0.854,0.661,9.0,-7.978,1,0.0922,0.0922,,0.0995,0.128,117.062,248317.0,4,5
+Xasthur,Screaming at Forgotten Tears,37.0,0.383,0.978,8.0,-5.693,0,0.0534,0.00448,0.784,0.245,0.161,102.256,495000.0,4,8
+Metalite,Cloud Connected,46.0,0.281,0.944,1.0,-6.307,0,0.0738,0.000127,7.09e-06,0.47,0.451,84.792,228013.0,4,8
+Alan Lomax,"No More, My Lawd",30.0,0.569,0.0171,9.0,-13.325,0,0.0388,0.958,0.00185,0.173,0.269,136.807,129400.0,4,2
+Avtipus,בוקר טוב עולם,35.0,0.617,0.52,7.0,-12.329,1,0.0292,0.26,1.45e-05,0.0914,0.395,141.217,199840.0,4,10
+The Fray,"Over My Head (Cable Car) - Live at Sirius Radio, NYC, NY - May 2006",50.0,0.6,0.467,8.0,-9.056,1,0.0274,0.445,,0.321,0.583,117.121,230133.0,4,9
+1349,Atomic Chapel,25.0,0.168,0.917,7.0,-6.882,0,0.092,0.0,0.815,0.217,0.0388,126.099,384680.0,4,8
+Rexx Life Raj,Tesla In A Pandemic,39.0,0.618,0.812,4.0,-6.554,0,0.313,0.162,8.65e-05,0.0653,0.186,174.182,145011.0,4,5
+Amitabh Bachchan,Mein Panch Lakh Ka Sauda Karne Aaya Hoon - Dialogues,1.0,0.585,0.493,2.0,-15.246,1,0.543,0.89,2.23e-05,0.0952,0.96,85.416,0.50165,3,3
+braev,fools,30.0,0.573,0.462,1.0,-8.969,1,0.118,0.513,2.78e-05,0.0836,0.225,160.846,201813.0,4,9
+The Smashing Pumpkins,The Colour Of Love,53.0,0.499,0.724,9.0,-10.146,1,0.0344,7.52e-05,0.338,0.124,0.455,151.094,263733.0,4,10
+Papon,Aerii Sakhi Morae - Qawwaali Remake,30.0,0.506,0.646,9.0,-8.083,1,0.0518,0.691,0.000288,0.104,0.395,79.209,5.05165,4,0
+Saë,NeoVintage,26.0,0.593,0.919,1.0,-7.338,1,0.0437,0.0035,0.901,0.25,0.859,122.993,213689.0,4,6
+Boysetsfire,Empire,42.0,0.515,0.875,5.0,-3.061,1,0.065,0.0109,,0.455,0.383,107.603,219360.0,4,10
+Trey Anastasio,"First Tube (Live, 11/3/2017)",25.0,0.532,0.882,4.0,-8.58,0,0.104,0.0432,0.456,0.973,0.392,127.484,471880.0,3,10
+Joe Bonamassa,Mainline Florida - Live,37.0,0.489,0.889,9.0,-6.916,1,0.0382,0.0151,0.247,0.866,0.703,120.183,421219.0,4,2
+The Chicks,Cowboy Take Me Away,68.0,0.467,0.622,6.0,-7.255,1,0.031,0.365,0.00527,0.0982,0.455,164.418,4.787783333,4,4
+Molly Burch,Emotion feat. Wild Nothing,52.0,0.831,0.66,8.0,-5.284,0,0.0301,0.362,0.00431,0.0674,0.942,110.019,245580.0,4,1
+Ginger Root,B4,40.0,0.797,0.726,7.0,-5.267,1,0.0804,0.476,0.472,0.0769,0.969,104.432,172329.0,4,9
+Culted,Lifers,23.0,0.343,0.928,5.0,-9.02,1,0.0673,2.82e-06,0.895,0.171,0.27,134.119,298991.0,4,8
+Blame My Youth,Go To Sleep,35.0,0.577,0.614,3.0,-6.944,1,0.0393,0.517,,0.35,0.525,141.927,197165.0,4,10
+Pantera,Cowboys from Hell,71.0,0.415,0.908,2.0,-9.701,1,0.0765,0.00437,0.0345,0.082,0.437,114.816,243533.0,4,8
+Yuval Dayan,אל תאמר,33.0,0.576,0.643,7.0,-7.71,0,0.0258,0.259,0.17,0.0737,0.627,109.012,218576.0,4,9
+Bee Gees,How Deep Is Your Love - Live At The MGM Grand,44.0,0.629,0.531,4.0,-8.078,1,0.0282,0.512,,0.984,0.361,104.529,3.900666667,4,9
+Andrew McMahon in the Wilderness,Cecilia And The Satellite,62.0,0.381,0.844,5.0,-7.123,1,0.144,0.0131,,0.318,0.239,194.0,223880.0,4,10
+All Time Low,Some Kind Of Disaster,55.0,0.55,0.837,11.0,-5.411,1,0.044,0.0104,,0.306,0.637,89.821,223994.0,4,10
+Bessie Smith,"Empty Bed Blues, Pt. 1",26.0,0.709,0.062,5.0,-12.207,1,0.048,0.995,0.00341,0.12,0.553,85.854,181173.0,4,2
+Blue Mitchell,The People In Nassau,41.0,0.688,0.552,7.0,-9.313,1,0.0359,0.689,0.194,0.0853,0.892,110.082,5.65445,4,7
+OneRepublic,Run,88.0,0.682,0.72,11.0,-8.173,0,0.0381,0.326,,0.148,0.673,117.003,2.81685,4,9
+3 Doors Down,Here Without You,75.0,0.557,0.533,10.0,-6.817,0,0.0252,0.0492,,0.205,0.233,143.994,238733.0,4,10
+Coldplay,Every Teardrop Is a Waterfall,69.0,0.425,0.732,9.0,-6.883,1,0.0396,0.00194,0.0103,0.171,0.333,117.98,240796.0,4,10
+Interplanetary Criminal,Supreme Level,38.0,0.824,0.846,1.0,-5.912,1,0.139,0.0123,0.604,0.153,0.887,130.003,305246.0,4,6
+Katori Walker,Many Men (Curtis),49.0,0.488,0.681,10.0,-5.552,0,0.351,0.626,0.0516,0.101,0.798,84.255,138710.0,4,5
+Eviatar Banai,תתחנני אליי,29.0,0.424,0.201,7.0,-13.993,0,0.0355,0.913,3.19e-05,0.223,0.366,94.571,172747.0,3,10
+Hollywood Undead,California Dreaming,57.0,0.503,0.967,7.0,-2.492,1,0.176,3.16e-05,,0.299,0.254,95.006,234775.0,4,10
+Roger Eno,Verdigris,37.0,0.204,0.00301,3.0,-32.42,1,0.0482,0.991,0.887,0.0792,0.0387,72.248,243307.0,5,1
+Wu-Tang Clan,Triumph (feat. Cappadonna),64.0,0.722,0.639,2.0,-6.959,1,0.373,0.000917,2.79e-05,0.352,0.324,90.972,338187.0,4,5
+Lords Of The New Church,Dance With Me,38.0,0.528,0.921,6.0,-5.838,0,0.0693,0.000959,0.258,0.13,0.768,134.517,205693.0,4,10
+Anathema,Springfield,45.0,0.428,0.535,8.0,-9.232,1,0.0411,0.000379,0.794,0.086,0.159,142.063,349400.0,4,10
+Thrice,Stare At The Sun,49.0,0.234,0.98,,-3.233,0,0.148,0.000266,0.00746,0.0992,0.245,186.728,203240.0,4,10
+PnB Rock,Need Somebody,62.0,0.684,0.535,8.0,-7.24,1,0.317,0.0741,9.26e-06,0.223,0.304,94.691,154660.0,4,5
+Low Hummer,Never Enough,33.0,0.43,0.835,2.0,-5.599,1,0.0415,0.000683,0.297,0.0843,0.327,142.034,228588.0,4,6
+Make Them Suffer,Erase Me,53.0,0.488,0.903,6.0,-5.244,1,0.0698,0.000103,0.000219,0.218,0.189,94.037,224611.0,4,8
+Dennis Lloyd,Never Go Back,67.0,0.421,0.653,9.0,-4.85,0,0.398,0.0135,,0.114,0.733,78.6,175424.0,4,9
+Llyr,Winged Chamber Music,12.0,0.361,0.487,5.0,-21.52,0,0.239,0.302,0.862,0.363,0.0788,126.346,371382.0,4,6
+Van Der Graaf Generator,A Plague Of Lighthouse Keepers (Medley) - 2005 Digital Remaster,29.0,0.115,0.668,,-8.363,1,0.0594,0.0178,1.85e-05,0.101,0.0728,74.857,1392667.0,4,10
+Pale Waves,She's My Religion,52.0,0.522,0.726,4.0,-4.115,1,0.0383,0.348,5.47e-06,0.148,0.331,161.867,189587.0,4,10
+Fred again..,Diana (You Don't Even Know),41.0,0.837,0.71,2.0,-7.109,1,0.0762,0.0286,0.019,0.0649,0.694,123.021,204878.0,4,6
+Dirty Deep,Two Rocks in a Whiskey,19.0,0.182,0.747,9.0,-8.191,1,0.0597,0.0111,0.0357,0.328,0.387,175.728,323055.0,4,10
+My Chemical Romance,Dead!,67.0,0.481,0.973,7.0,-1.945,1,0.0542,0.0037,0.000877,0.325,0.362,99.331,195520.0,4,10
+Sonic Youth,Teen Age Riot (Album Version),63.0,0.286,0.907,7.0,-9.67,1,0.0374,0.000277,0.202,0.0837,0.746,156.395,417800.0,4,1
+The Cult,Edie (Ciao Baby),51.0,0.478,0.808,7.0,-9.159,1,0.0459,0.0766,0.0011,0.209,0.29,102.109,286533.0,4,10
+Hadag Nahash,להביא את המכה,19.0,0.407,0.736,2.0,-7.27,1,0.329,0.0633,0.000437,0.464,0.352,93.924,621000.0,4,5
+Slipknot,Left Behind,62.0,0.229,0.994,6.0,-3.431,1,0.22,7.03e-05,0.00548,0.318,0.115,156.623,241467.0,4,8
+Omer Adam,לרקוד ולזוז,36.0,0.65,0.621,5.0,-7.201,0,0.148,0.347,,0.0966,0.714,93.95,188073.0,4,9
+So It Begins,Fenrir,44.0,0.257,0.984,1.0,-2.448,1,0.212,0.000209,0.0106,0.367,0.139,100.047,272100.0,4,10
+girl in red,Body And Mind,69.0,0.575,0.572,10.0,-5.928,0,0.0635,0.0718,,0.0995,0.551,150.894,186672.0,4,6
+Calling Me Home (with Francesco Turrisi),"Rhiannon Giddens, Francesco Turrisi",29.0,0.32,0.0846,9.0,-9.769,1,0.035,0.852,,0.119,0.122,79.094,3.83155,4,0
+AC/DC,You Shook Me All Night Long,80.0,0.532,0.767,7.0,-5.509,1,0.0574,0.00287,0.000513,0.39,0.755,127.361,210173.0,4,10
+Mura Masa,vicarious living anthem,38.0,0.481,0.747,7.0,-6.672,1,0.0487,0.00404,0.53,0.218,0.506,173.933,125840.0,4,10
+Nathan Goshen,Thinking About It (Let It Go) - KVR Remix,37.0,0.693,0.763,4.0,-7.077,0,0.0299,0.0143,,0.154,0.578,100.985,183564.0,4,9
+The HU,Yuve Yuve Yu,61.0,0.624,0.857,10.0,-6.25,0,0.0542,0.0208,0.206,0.11,0.324,131.926,282920.0,4,8
+Sisters of Mercy,Temple of Love - 1992,55.0,0.451,0.931,9.0,-7.442,1,0.0413,0.0776,0.208,0.164,0.652,166.301,488012.0,4,10
+Dudu Aharon,שם טבעת עליה,32.0,0.697,0.734,2.0,-5.586,1,0.0382,0.287,,0.126,0.706,102.029,225063.0,4,9
+The Aces,Stuck,49.0,0.721,0.746,6.0,-4.247,0,0.0317,0.0114,0.0952,0.0844,0.705,124.968,206467.0,4,10
+Juggaknots,Loosifa,41.0,0.527,0.736,2.0,-8.46,0,0.102,0.00246,0.00595,0.134,0.264,148.66,309759.0,4,5
+"Sergei Rachmaninoff, Alisa Weilerstein, Inon Barnatan","Vocalise, Op 34, No.14",31.0,0.194,0.0452,4.0,-26.488,0,0.0417,0.993,0.776,0.0731,0.0395,86.499,5.987783333,4,7
+Fishi Hagadol,סמל מיני,18.0,0.807,0.617,9.0,-6.137,1,0.305,0.299,,0.264,0.775,170.634,217480.0,4,5
+Yehudit Ravitz,בלי אור הים,20.0,0.295,0.512,10.0,-4.274,1,0.0345,0.087,,0.0939,0.238,114.871,197283.0,4,10
+Teenage Bad Girl,Cocotte,25.0,0.67,0.834,10.0,-4.174,0,0.496,0.000219,0.855,0.0843,0.626,126.972,262240.0,4,1
+"Britney Spears, The Neptunes",Boys (The Co-Ed Remix) - Remastered,37.0,0.776,0.836,6.0,-3.812,0,0.117,0.126,0.000646,0.0696,0.925,106.966,3.768883333,4,9
+Benny The Butcher,Plug Talk (feat. 2 Chainz),58.0,0.733,0.595,1.0,-5.732,1,0.392,0.558,,0.304,0.316,139.721,195989.0,4,5
+"Nisha Satpute, Reeshabh Purohit, Palindroma",Main Ek Saaya,1.0,0.558,0.439,1.0,-9.676,1,0.0274,0.248,0.00165,0.102,0.0381,103.958,4.947116667,1,0
+Battle Tapes,Last Resort & Spa,51.0,0.478,0.899,5.0,-4.114,1,0.143,0.124,0.0035,0.109,0.679,186.028,254270.0,4,1
+Varg,Zeichen,22.0,0.197,0.962,9.0,-6.897,0,0.114,0.0007,0.736,0.343,0.0399,167.144,313000.0,3,8
+Eviatar Banai,דברים מסוכנים,20.0,0.221,0.533,5.0,-7.042,0,0.0346,0.206,3.01e-05,0.143,0.12,171.563,237893.0,3,10
+Sick Puppies,All The Same,55.0,0.311,0.76,,-6.301,1,0.0364,0.000962,,0.104,0.189,177.592,258587.0,3,10
+Black Foxxes,Husk,37.0,0.349,0.958,3.0,-1.917,0,0.0886,8.59e-05,0.0615,0.0836,0.44,134.144,158435.0,4,10
+girlfriends,Congratulations (feat. Jasiah),53.0,0.57,0.891,11.0,-3.6,0,0.128,0.00478,,0.0248,0.831,169.979,114809.0,4,9
+Rihanna,Stay,76.0,0.621,0.31,9.0,-10.164,0,0.0283,0.945,6.12e-05,0.117,0.125,111.893,240707.0,4,9
+Bebe Rexha,Meant to Be (feat. Florida Georgia Line),78.0,0.643,0.783,10.0,-6.458,1,0.0856,0.047,,0.083,0.579,154.084,163870.0,4,9
+Lord Huron,Not Dead Yet,66.0,0.491,0.809,10.0,-7.68,1,0.0332,0.33,0.158,0.0874,0.656,74.008,177366.0,4,1
+Trivium,Master of Puppets,51.0,0.577,0.959,1.0,-4.29,1,0.0915,8.68e-05,0.000615,0.154,0.396,111.003,489960.0,4,8
+SEB,seaside_demo,59.0,0.706,0.824,,-7.959,1,0.0694,0.355,0.000133,0.111,0.86,94.98,132000.0,4,6
+The Beach Boys,In My Room - Remastered,52.0,0.341,0.416,11.0,-9.574,1,0.0265,0.184,6.28e-05,0.0917,0.499,102.886,134133.0,3,10
+Indigo,Katherine Priddy,28.0,0.377,0.478,10.0,-8.992,0,0.0362,0.892,0.0123,0.359,0.138,139.842,4.243883333,4,0
+TOBi,Shine,38.0,0.629,0.468,6.0,-9.208,1,0.256,0.531,,0.0698,0.525,148.101,259232.0,4,5
+Two Door Cinema Club,Something Good Can Work,63.0,0.65,0.836,,-5.101,1,0.0334,0.00553,0.00101,0.192,0.656,119.933,162907.0,4,10
+Jammz,Danger - Instrumental,17.0,0.716,0.57,11.0,-7.966,0,0.0441,0.0647,0.221,0.0749,0.303,139.906,252000.0,4,5
+"Mohammed Rafi, Asha Bhosle, R. D. Burman",Pal Do Pal Ka Saath Humara,21.0,0.484,0.508,8.0,-12.399,1,0.11,0.227,0.000343,0.062,0.858,102.073,10.94266667,4,3
+Greta Van Fleet,"Lover, Leaver",55.0,0.496,0.924,9.0,-3.895,1,0.0507,0.00214,0.22,0.136,0.594,91.882,214987.0,4,10
+Lisel,In the Dome,13.0,0.317,0.479,2.0,-10.785,1,0.0341,0.835,0.543,0.0978,0.112,88.383,176695.0,4,6
+WALK THE MOON,Shut Up and Dance - Live Acoustic - 2015,62.0,0.82,0.615,,-4.548,1,0.0466,0.151,,0.204,0.768,129.874,193987.0,4,9
+Fivio Foreign,Unruly,59.0,0.843,0.762,9.0,-7.915,0,0.449,0.143,,0.35,0.542,144.856,158955.0,3,5
+Le Tigre,Deceptacon,74.0,0.603,0.864,4.0,-3.341,0,0.0668,0.055,0.00493,0.0986,0.616,160.488,184627.0,4,6
+Adam Melchor,Moon in the Morning,60.0,0.458,0.464,5.0,-9.126,0,0.031,0.799,3.42e-05,0.109,0.256,122.821,194267.0,4,6
+Peach Tree Rascals,Deer,43.0,0.951,0.464,2.0,-5.252,1,0.0477,0.0704,0.0332,0.135,0.947,137.039,174100.0,4,6
+Oasis,Wonderwall,78.0,0.378,0.896,2.0,-4.066,1,0.0407,0.000452,,0.194,0.469,174.302,258773.0,4,10
+Kelly Clarkson,Where Is Your Heart,37.0,0.48,0.614,5.0,-4.62,1,0.0301,0.128,,0.327,0.17,141.816,279093.0,4,10
+Deep Purple,Smoke On The Water - Remastered 2012,74.0,0.598,0.676,,-9.211,1,0.0279,0.13,0.225,0.112,0.805,114.169,340742.0,4,10
+Surfer Blood,Parkland (Into the Silence),26.0,0.414,0.828,9.0,-6.395,1,0.0354,0.0411,0.00942,0.107,0.894,175.883,225987.0,4,1
+Def Leppard,Switch 625,44.0,0.311,0.959,,-7.191,0,0.0832,0.000523,0.875,0.15,0.0997,141.497,183200.0,4,10
+Bfb Da Packman,Honey Pack (feat. Lil Yachty & DDG) - Remix,54.0,0.566,0.622,4.0,-5.912,1,0.369,0.312,,0.238,0.347,185.08,231432.0,4,5
+Namita Choudhary,Chaap Tilak,41.0,0.544,0.38,6.0,-8.339,1,0.0318,0.859,,0.0762,0.149,84.267,3.247016667,4,0
+Headie One,Only You Freestyle,69.0,0.68,0.826,5.0,-2.561,1,0.27,0.562,,0.254,0.804,146.95,248937.0,4,5
+KISS,Strutter,63.0,0.511,0.912,1.0,-5.618,1,0.0594,0.0247,0.0553,0.0943,0.833,131.339,190867.0,4,8
+Black Map,Run Rabbit Run,40.0,0.371,0.981,9.0,-2.232,1,0.0737,2.54e-05,0.0209,0.819,0.45,161.988,200899.0,4,10
+Adult Mom,Breathing,31.0,0.542,0.668,,-5.924,1,0.0309,0.225,1.87e-06,0.096,0.651,104.914,194631.0,4,1
+ONE OK ROCK,Renegades,68.0,0.536,0.857,5.0,-4.254,0,0.0614,0.000849,0.000151,0.152,0.332,153.943,244538.0,4,9
+Johnny Copeland,Rolling With The Punches,35.0,0.73,0.799,8.0,-8.254,1,0.0258,0.0742,0.01,0.176,0.884,99.785,394333.0,4,2
+Venus VNR,Idéal Turfu,31.0,0.693,0.72,8.0,-6.491,0,0.0447,0.0165,,0.295,0.633,116.026,161587.0,4,6
+Hot Hot Heat,Bandages,53.0,0.376,0.947,4.0,-3.778,0,0.0902,0.00757,,0.107,0.859,150.212,212333.0,4,1
+Curtis Salgado,Is There Something I Should Know,36.0,0.559,0.463,3.0,-5.693,1,0.0289,0.382,1.12e-05,0.139,0.319,107.89,269520.0,3,2
+Ozzy Osbourne,Let Me Hear You Scream,54.0,0.492,0.979,,-2.315,1,0.0888,0.000367,,0.953,0.315,130.005,205800.0,4,8
+Killswitch Engage,In Due Time,56.0,0.486,0.959,,-3.857,0,0.0485,0.000203,0.0259,0.173,0.527,84.997,197573.0,4,8
+Einar Selvik,Hrafnsm√°l - The Words of the Raven,46.0,0.558,0.428,1.0,-10.608,1,0.0284,0.065,0.00357,0.0931,0.164,110.022,320173.0,5,8
+Aretha Franklin,One Step Ahead,49.0,0.384,0.206,,-11.961,0,0.0319,0.826,,0.553,0.667,170.172,153600.0,4,5
+Whethan,Freefall (feat. Oliver Tree),54.0,0.559,0.674,7.0,-6.554,1,0.0552,0.00681,,0.546,0.808,127.009,155498.0,4,1
+Martha and the Muffins,Echo Beach,58.0,0.54,0.746,7.0,-9.412,1,0.045,0.13,8.73e-06,0.0976,0.826,163.809,219867.0,4,6
+I Prevail,Breaking Down,64.0,0.503,0.568,4.0,-7.182,0,0.0341,0.00131,0.00144,0.0856,0.0705,126.935,206147.0,4,10
+Michael Kaeshammer,Who Are You,26.0,0.448,0.896,5.0,-7.168,0,0.11,0.123,0.00247,0.986,0.691,95.495,252107.0,4,2
+Ketan Mohite,Space Trip,18.0,0.484,0.552,2.0,-13.993,1,0.034,0.00344,0.881,0.0902,0.231,149.984,134400.0,4,6
+Col. Bruce Hampton & The Aquarium Rescue Unit,Working On A Building - Live,30.0,0.555,0.809,2.0,-13.029,1,0.0374,0.022,0.219,0.977,0.651,108.347,285573.0,4,10
+Fred again..,Dermot (See Yourself In My Eyes),57.0,0.573,0.727,,-7.616,1,0.0664,0.132,0.0584,0.192,0.22,150.034,228858.0,4,1
+Mere Notilde,Unlimited,27.0,0.697,0.706,6.0,-2.784,0,0.133,0.00156,0.0827,0.379,0.669,113.034,174159.0,4,6
+The Snuts,Glasgow,56.0,0.22,0.896,11.0,-0.885,1,0.083,0.00041,8.51e-05,0.0653,0.18,135.279,266227.0,4,6
+Lupe Fiasco,Daydreamin' (feat. Jill Scott),59.0,0.533,0.739,5.0,-3.573,0,0.0602,0.029,,0.266,0.617,81.37,234307.0,4,5
+Denzel Curry,So.Incredible.pkg [Robert Glasper Version Feat. Smino],56.0,0.66,0.816,10.0,-5.993,0,0.366,0.383,,0.414,0.853,88.323,195630.0,4,5
+Eddie Cochran,Sittin' In The Balcony,26.0,0.508,0.479,7.0,-14.201,1,0.0685,0.625,7.03e-05,0.356,0.825,143.253,121800.0,4,10
+JAWS,Untitled,31.0,0.469,0.84,5.0,-7.203,1,0.0465,0.00249,0.0273,0.352,0.234,104.489,261787.0,4,6
+The Monks,Complication,34.0,0.476,0.731,,-7.658,1,0.148,0.484,0.000392,0.129,0.613,126.8,142613.0,4,1
+Hebron,Wolves All Around Me,36.0,0.583,0.532,5.0,-5.762,0,0.0558,0.212,0.00256,0.0695,0.724,184.111,207991.0,4,2
+Kelly Clarkson,I Dare You (كنتحداك) [feat. Faouzia],43.0,0.607,0.688,2.0,-7.194,1,0.0358,0.012,,0.11,0.384,123.979,216123.0,4,9
+Blonder,In and Out,35.0,0.58,0.674,4.0,-6.66,0,0.0327,0.0013,0.562,0.142,0.49,126.976,199741.0,4,10
+Blackalicious,Swan Lake,51.0,0.894,0.53,9.0,-9.995,0,0.22,0.121,0.012,0.353,0.627,95.864,339387.0,4,5
+Alexisonfire,Young Cardinals,46.0,0.382,0.957,8.0,-4.715,1,0.0941,0.000173,0.000166,0.119,0.178,153.88,217827.0,4,10
+David Nail,Whatever She's Got,64.0,0.527,0.723,1.0,-6.134,1,0.0411,0.217,,0.037,0.888,160.465,3.946666667,4,4
+Everything Everything,Distant Past,51.0,0.694,0.812,11.0,-6.473,0,0.0355,0.0666,0.000533,0.211,0.522,129.988,221693.0,4,1
+First Aid Kit,On the Road Again,43.0,0.645,0.537,,-13.35,1,0.0361,0.078,,0.0749,0.616,111.663,145305.0,4,6
+Allison Russell,Nightflyer,55.0,0.482,0.333,2.0,-9.78,1,0.0636,0.705,,0.106,0.414,73.271,295547.0,4,1
+Calica,Little Girl,47.0,0.58,0.712,2.0,-8.514,1,0.0318,0.611,2.27e-05,0.196,0.33,110.007,202909.0,4,6
+Beck,Loser,66.0,0.615,0.616,6.0,-10.39,0,0.133,0.0399,0.000129,0.348,0.836,170.776,235000.0,4,9
+The Vaccines,I Can't Quit,52.0,0.497,0.788,,-4.396,1,0.0319,1.71e-05,0.378,0.421,0.498,128.037,162747.0,4,10
+Boys Like Girls,The Great Escape,64.0,0.423,0.94,1.0,-4.012,0,0.0635,0.00166,,0.178,0.505,149.934,206520.0,4,10
+Jacco Gardner,Find Yourself,35.0,0.579,0.74,10.0,-5.926,0,0.0277,0.0164,0.653,0.0996,0.752,150.02,214176.0,4,6
+Sodom,Friendly Fire,27.0,0.431,0.992,7.0,-5.391,1,0.0655,3.45e-05,0.512,0.403,0.111,95.06,216787.0,4,8
+Regev Hod,"אחי, אל תלך לי",38.0,0.612,0.529,4.0,-5.317,0,0.0294,0.22,,0.341,0.3,139.979,273661.0,4,9
+Queen,Under Pressure - Remastered 2011,80.0,0.671,0.712,2.0,-7.815,1,0.0476,0.429,,0.103,0.462,113.805,248440.0,4,10
+Dani Litani,משבר אמון,32.0,0.485,0.652,7.0,-8.903,1,0.0655,0.757,,0.131,0.406,77.95,225867.0,4,10
+Jimmy Dawkins,Kold Actions,34.0,0.62,0.0827,,-20.88,1,0.0625,0.368,0.051,0.0621,0.424,145.108,437573.0,3,2
+Kisnue,NIGHTMARE,31.0,0.727,0.591,7.0,-5.712,1,0.0336,0.0454,0.011,0.352,0.665,131.999,162947.0,4,10
+"Rajery, Ballaké Sissoko, Driss El Maloumi",Kadiatou,25.0,0.389,0.236,5.0,-11.633,1,0.0388,0.803,0.74,0.11,0.139,137.499,4.537783333,4,7
+LILHUDDY,America's Sweetheart,71.0,0.589,0.438,1.0,-7.431,0,0.0277,0.573,,0.128,0.0752,127.329,204825.0,4,10
+Joshua Bassett,Telling Myself,64.0,0.771,0.813,11.0,-4.002,0,0.0485,0.177,,0.0717,0.886,131.024,169216.0,4,9
+Jools,How Can Some Experience What Pride Is Without Liberation for All?,40.0,0.477,0.941,8.0,-4.152,1,0.0623,0.00287,0.00108,0.123,0.466,74.959,212743.0,4,10
+"David ""Honeyboy"" Edwards",Crossroads,27.0,0.537,0.356,9.0,-8.6,1,0.0458,0.927,0.0653,0.307,0.312,92.399,206467.0,4,2
+The Groans,Colors,24.0,0.529,0.835,4.0,-6.128,1,0.0358,0.00225,0.00545,0.151,0.694,134.791,249339.0,4,1
+Vulvodynia,The Shadowy Descent of Gaia,37.0,0.453,0.983,,-3.649,1,0.176,2.91e-06,0.879,0.166,0.0728,124.998,282915.0,4,8
+Hanan Ben Ari,דור,36.0,0.531,0.588,2.0,-5.799,0,0.0364,0.0416,,0.432,0.264,145.937,221199.0,4,9
+Shadow and Light,Kahaani,,0.629,0.451,2.0,-10.076,1,0.0271,0.508,0.000947,0.07,0.314,116.966,4.3376,1,0
+TORA,Desire,28.0,0.62,0.613,7.0,-6.578,1,0.113,0.00229,0.000114,0.107,0.687,82.03,183965.0,4,2
+Papa Roach,Born for Greatness - Cymek Remix,51.0,0.48,0.648,1.0,-8.708,1,0.172,0.0735,8.74e-05,0.114,0.282,134.845,192000.0,4,10
+War & Pierce,Amen,50.0,0.785,0.43,4.0,-9.453,0,0.0653,0.316,0.00159,0.0829,0.491,85.99,247478.0,4,2
+LAYNE,Dumb Girl,32.0,0.625,0.722,3.0,-6.073,1,0.0276,0.0162,0.122,0.133,0.797,120.024,181248.0,4,9
+Miley Cyrus,Midnight Sky,79.0,0.705,0.814,4.0,-5.466,0,0.0346,0.00115,0.00312,0.203,0.259,110.0,223279.0,4,1
+Eydís Evensen,Bylur,49.0,0.184,0.207,2.0,-17.119,1,0.033,0.94,0.931,0.0772,0.089,79.979,251173.0,3,1
+Dent May,Sea Salt & Caramel,26.0,0.684,0.71,9.0,-4.837,1,0.0323,0.252,,0.37,0.934,119.039,189946.0,4,1
+Low Island,Feel Young Again,37.0,0.681,0.717,9.0,-8.112,0,0.0346,0.143,0.000299,0.409,0.177,124.048,222284.0,4,9
+The Church,Reptile,49.0,0.435,0.671,7.0,-13.126,0,0.0396,0.0206,0.0096,0.208,0.497,156.979,295973.0,4,10
+Lil Wayne,Uproar,71.0,0.743,0.87,1.0,-2.188,1,0.212,0.0595,,0.299,0.884,99.079,194184.0,4,5
+Billy Idol,White Wedding,62.0,0.677,0.62,9.0,-11.766,1,0.0364,0.0335,0.0529,0.285,0.672,146.74,8.43711667,4,10
+Travis Barker,Forever,45.0,0.444,0.909,1.0,-6.766,1,0.258,0.000323,0.0559,0.152,0.594,169.765,171427.0,4,10
+Dermot Kennedy,Glory,58.0,0.551,0.604,2.0,-7.448,1,0.0434,0.0327,,0.0836,0.18,76.514,222173.0,4,9
+Motorbike James,Common Sensei,28.0,0.569,0.695,9.0,-7.01,0,0.0283,0.0107,0.038,0.108,0.277,111.968,257300.0,4,10
+Billy Idol,Sweet Sixteen,56.0,0.595,0.594,9.0,-12.682,0,0.0326,0.563,0.0339,0.114,0.703,156.342,257813.0,4,10
+Keane,Silenced By The Night,55.0,0.515,0.809,1.0,-5.051,1,0.0288,0.00188,9.86e-06,0.0983,0.237,111.985,196467.0,4,10
+The Brian Jonestown Massacre,Who dreams of cats?,38.0,0.492,0.952,,-5.915,1,0.0407,6.4e-06,0.916,0.105,0.294,111.994,214533.0,4,10
+James,Born Of Frustration,45.0,0.521,0.935,10.0,-4.261,1,0.0425,0.0361,1.56e-06,0.277,0.332,111.023,276027.0,4,6
+Tides From Nebula,Ghost Horses,39.0,0.202,0.891,1.0,-7.289,1,0.098,2.5e-05,0.961,0.0717,0.0518,130.708,353000.0,4,8
+KiDi,Touch It,50.0,0.893,0.757,10.0,-2.843,1,0.0738,0.112,0.0634,0.107,0.681,95.018,165000.0,4,9
+EL VY,"Return to the Moon (Political Song for Didi Bloome to Sing, with Crescendo)",45.0,0.698,0.901,2.0,-6.664,1,0.0392,0.00954,0.415,0.11,0.834,124.973,253053.0,4,1
+"Akhil Sachdeva, Mansheel Gujral",Humsafar,60.0,0.319,0.552,7.0,-6.401,1,0.0307,0.719,,0.144,0.221,93.991,4.474383333,4,3
+The Dangerous Summer,The Permanent Rain,55.0,0.57,0.844,10.0,-4.797,1,0.0542,0.0486,,0.0936,0.709,124.983,203560.0,4,10
+Green Day,Oh Yeah!,58.0,0.623,0.792,11.0,-6.37,1,0.0664,7e-05,0.00467,0.159,0.584,127.041,171161.0,4,10
+Ryan Corn,The Pressure - Acoustic,44.0,0.714,0.305,5.0,-9.072,1,0.0284,0.752,,0.113,0.54,96.975,3.63868333,4,0
+Savannah Conley,Being Around You,26.0,0.598,0.591,8.0,-5.387,1,0.0262,0.179,0.00066,0.0714,0.467,93.071,178484.0,3,1
+Kelly Lee Owens,Re-Wild (Breaka Remix),26.0,0.623,0.852,6.0,-8.573,0,0.0446,0.0241,0.795,0.297,0.341,128.984,316304.0,4,1
+"In My Frame, Sarthak Kalyani",Tore Bina Mohe,20.0,0.412,0.571,4.0,-10.853,0,0.0644,0.629,0.000108,0.27,0.165,139.913,3.60675,3,0
+Shire T,Blue Kiss,43.0,0.633,0.969,7.0,-6.112,1,0.0581,0.0113,0.654,0.123,0.603,138.946,255760.0,4,6
+Etran Finatawa,Tiguedimma,16.0,0.597,0.702,4.0,-6.246,0,0.0412,0.156,0.0146,0.266,0.403,158.899,276387.0,3,2
+Joe Ely,Musta Notta Gotta Lotta,38.0,0.417,0.79,4.0,-10.237,1,0.0666,0.0781,0.00014,0.0823,0.847,95.001,155000.0,4,10
+Train,Ramble On,41.0,0.568,0.686,9.0,-6.08,1,0.0284,0.0978,0.0523,0.109,0.886,98.333,262293.0,4,10
+Jefferson Airplane,White Rabbit,69.0,0.551,0.293,2.0,-12.503,1,0.0272,0.486,0.000273,0.0864,0.322,106.798,150640.0,4,10
+Don't Let Me Disappear,Ben Harper,51.0,0.491,0.465,7.0,-12.068,1,0.0269,0.361,0.268,0.157,0.0498,139.897,4.408716667,4,0
+Creedence Clearwater Revival,Bad Moon Rising,78.0,0.508,0.774,2.0,-5.973,1,0.0321,0.0586,4.87e-06,0.063,0.942,178.946,141600.0,4,10
+Harkla,We the Shaded,33.0,0.446,0.922,2.0,-6.953,1,0.0447,4.84e-06,0.00821,0.195,0.403,140.055,301750.0,4,8
+Pankaj Udhas,Jeeye to Jeeye Kaise,43.0,0.486,0.489,,-11.968,1,0.0306,0.249,,0.156,0.682,128.731,3.499333333,4,3
+Elton Willis Trio,I Can’t Get Started,53.0,0.496,0.146,,-19.599,1,0.0362,0.896,0.925,0.137,0.117,121.34,4.413916667,4,7
+Brad Mehldau Trio,Friends,40.0,0.453,0.313,2.0,-15.476,1,0.036,0.714,0.805,0.107,0.404,124.846,8.256,3,7
+Monica Sex,מכה אפורה,46.0,0.561,0.67,11.0,-9.373,0,0.0369,0.0666,0.000144,0.352,0.624,141.784,223160.0,4,10
+JunkBunny,See You In Heaven,30.0,0.653,0.545,11.0,-8.189,1,0.0792,0.000217,4.82e-06,0.0393,0.563,118.006,252040.0,4,10
+U2,The Fly,50.0,0.507,0.934,11.0,-8.888,0,0.0553,3.52e-05,0.0253,0.161,0.417,108.345,269053.0,4,10
+Phat Phunktion,Well Run Dry,40.0,0.71,0.914,9.0,-3.592,1,0.0749,0.0602,0.00377,0.165,0.742,125.039,244840.0,4,10
+Awake Again,Busy Doing Nothing,,0.42,0.985,6.0,-4.362,1,0.109,4.74e-05,2.86e-05,0.277,0.506,111.566,190245.0,4,8
+Scott Hamilton,Forelsket i København,47.0,0.385,0.1,2.0,-13.827,1,0.043,0.96,0.198,0.11,0.199,54.041,5.455116667,4,7
+Shawn Mendes,Monster (Shawn Mendes & Justin Bieber),82.0,0.652,0.383,2.0,-7.076,0,0.0516,0.0676,,0.0828,0.549,145.765,178994.0,4,9
+Adult Oriented Pop,Once in a Lifetime,17.0,0.583,0.817,11.0,-5.692,0,0.0358,0.0569,0.0119,0.344,0.679,118.008,271741.0,4,9
+Dead Poetic,New Medicines,49.0,0.489,0.891,6.0,-4.507,0,0.0574,1.33e-05,3.16e-06,0.0722,0.558,145.016,242040.0,4,10
+"Udit Narayan, Alka Yagnik",Mera Mann,40.0,0.405,0.762,8.0,-9.49,1,0.0629,0.488,2.21e-06,0.157,0.721,129.704,4.597333333,4,3
+Tru,No More,29.0,0.829,0.588,,-4.954,1,0.036,0.0531,0.00431,0.0779,0.497,104.968,224000.0,4,5
+Young the Giant,Superposition,68.0,0.593,0.697,7.0,-5.416,1,0.0399,0.00289,0.0257,0.14,0.428,170.0,230960.0,4,10
+Fitila,Need You,43.0,0.848,0.626,6.0,-3.675,0,0.0939,0.335,5.64e-05,0.115,0.718,93.995,198602.0,4,9
+LAYNE,Dumb Girl,32.0,0.625,0.722,3.0,-6.073,1,0.0276,0.0162,0.122,0.133,0.797,120.024,181248.0,4,6
+Deante' Hitchcock,Déjà Vu (feat. Guapdad 4000),41.0,0.763,0.605,8.0,-6.199,1,0.255,0.174,1.49e-06,0.169,0.404,139.023,228112.0,4,5
+Yard Act,Dark Days,41.0,0.628,0.855,4.0,-6.967,0,0.234,0.000668,,0.107,0.897,130.061,185248.0,4,6
+moanday,Blue Ceiling,55.0,0.85,0.687,6.0,-8.967,0,0.0411,0.0522,0.229,0.0816,0.797,109.995,166909.0,4,6
+Westlife,Try Again,4.0,0.571,0.613,5.0,-6.278,1,0.0245,0.024,,0.144,0.165,81.948,3.588883333,4,9
+Transformation,Van Morrison,,0.443,0.654,4.0,-5.812,1,0.0325,0.733,1.11e-05,0.122,0.728,154.306,3.529783333,3,0
+Jason Mraz,I'm Yours,37.0,0.549,0.107,,-16.147,1,0.0844,0.957,,0.111,0.307,74.63,219053.0,4,9
+Swarm,The Deed Is Done,10.0,0.504,0.99,1.0,-1.858,1,0.128,3.38e-05,0.0578,0.356,0.182,115.047,203600.0,4,8
+All Our Exes Live in Texas,When the Sun Comes Up,24.0,0.253,0.375,7.0,-9.15,1,0.0295,0.8,0.00023,0.11,0.132,174.782,3.92645,3,0
+Feeder,Children of the Sun,43.0,0.485,0.739,9.0,-4.938,0,0.0273,0.00913,4.17e-06,0.186,0.15,135.91,260481.0,4,10
+Sasha Sloan,when was it over? (feat. Sam Hunt),75.0,0.626,0.453,7.0,-9.295,1,0.0306,0.816,1.91e-06,0.0904,0.494,129.958,218093.0,4,9
+Eden Hason,אל תשברי לי את הלב,48.0,0.603,0.265,11.0,-9.893,0,0.0335,0.844,,0.0758,0.371,139.539,160591.0,4,9
+Tune-Yards,Cannonball,41.0,0.226,0.926,3.0,-5.39,1,0.262,0.00141,0.000111,0.103,0.747,184.66,189108.0,3,6
+Joey Landreth,Where Did I Go Wrong,29.0,0.677,0.608,1.0,-6.225,1,0.0957,0.239,7.24e-05,0.258,0.914,76.034,260013.0,4,2
+Runnin' Wild,How You Want It Done,27.0,0.614,0.953,9.0,-3.539,1,0.0517,0.0771,0.0333,0.372,0.796,108.965,190240.0,4,10
+Berry Sakharof,אמונה עיוורת,31.0,0.457,0.534,7.0,-13.65,1,0.03,0.0891,5.53e-06,0.183,0.424,94.117,293000.0,4,10
+MARINA,Ancient Dreams In A Modern Land,60.0,0.578,0.793,10.0,-5.002,0,0.0453,0.0166,,0.304,0.638,137.915,206080.0,4,9
+Franz Ferdinand,Walk Away,56.0,0.584,0.836,2.0,-4.487,1,0.0348,0.132,1.1e-06,0.144,0.495,124.131,220347.0,4,6
+Andreas Dalvik,My Hidden Treasure,45.0,0.492,0.177,9.0,-17.666,1,0.0731,0.986,0.961,0.111,0.67,179.466,4.08275,4,7
+Rob Thomas,Ever the Same,63.0,0.435,0.729,1.0,-4.818,0,0.0307,0.0152,2.63e-05,0.11,0.524,188.017,256600.0,4,10
+Blood Cultures,Set it on Fire,46.0,0.586,0.851,2.0,-4.287,1,0.0302,0.00078,0.000608,0.106,0.435,112.062,213053.0,4,9
+Zlatan,Gbeku,42.0,0.94,0.843,3.0,-1.854,0,0.167,0.168,0.00154,0.0536,0.856,112.06,234888.0,4,9
+"Florence Beatrice Price, Randall Goosby, Zhu Wang",Adoration,50.0,0.151,0.0857,7.0,-25.567,1,0.0521,0.984,0.0636,0.0899,0.0621,78.785,3.635116667,4,7
+Walter Trout,Pray For Rain,43.0,0.425,0.0863,5.0,-15.163,1,0.0357,0.962,0.00615,0.124,0.362,154.328,194013.0,4,2
+Internet Money,JETSKI (feat. Lil Mosey & Lil Tecca),79.0,0.883,0.446,8.0,-8.723,0,0.296,0.0253,,0.103,0.463,92.95,165161.0,4,5
+Sala,Together,12.0,0.347,0.8,3.0,-5.527,1,0.0608,0.0343,,0.551,0.712,171.226,261867.0,4,9
+Kenny Dorham,Alone Together - Rudy Van Gelder Remaster,52.0,0.336,0.0619,5.0,-20.494,0,0.0363,0.985,0.891,0.11,0.197,60.705,3.173333333,4,7
+Joana Serrat,Pictures,28.0,0.589,0.777,7.0,-7.537,1,0.0314,0.000987,0.249,0.318,0.482,132.031,306057.0,4,1
+Dermot Kennedy,A closeness,60.0,0.526,0.458,5.0,-9.472,1,0.0384,0.766,0.000335,0.109,0.501,76.972,251173.0,4,9
+System Of A Down,Aerials,73.0,0.364,0.922,,-4.217,0,0.0567,0.000915,0.0346,0.0697,0.227,79.342,235053.0,4,10
+CHASE WRIGHT,Why Should We,69.0,0.578,0.763,8.0,-7.498,0,0.0443,0.472,,0.135,0.561,92.01,2.880433333,4,4
+Mere Notilde,Mono,33.0,0.839,0.773,11.0,-5.941,1,0.12,0.013,0.353,0.69,0.761,118.008,187119.0,4,6
+Haley Heynderickx,Francis,40.0,0.653,0.337,,-14.722,0,0.0347,0.878,6.22e-05,0.0841,0.214,84.146,123000.0,4,1
+"blackbear, Tate McRae",u love u (with Tate McRae),76.0,0.544,0.704,4.0,-5.678,0,0.0435,0.0156,,0.164,0.265,80.029,3.15103333,4,9
+Rage Against The Machine,Bullet In The Head,59.0,0.431,0.855,9.0,-4.205,1,0.15,0.00673,0.00114,0.639,0.397,163.014,306680.0,4,10
+Mooki,עוקף מלמעלה,25.0,0.629,0.829,2.0,-4.734,0,0.0694,0.039,,0.764,0.72,92.018,254147.0,4,5
+Graveyard,Please Don't,40.0,0.319,0.866,2.0,-4.722,0,0.0359,1.42e-06,0.756,0.155,0.554,109.626,252693.0,4,8
+Ray LaMontagne,Strong Enough,56.0,0.717,0.706,2.0,-8.612,1,0.0278,0.116,1.51e-05,0.184,0.967,130.543,214653.0,4,10
+Power Trip,Hornet's Nest,50.0,0.22,0.982,4.0,-3.912,1,0.121,5.85e-05,0.289,0.661,0.241,171.928,279811.0,4,8
+Peter Broderick,Earnest Leslye,39.0,0.266,0.0667,2.0,-20.758,1,0.0399,0.975,0.918,0.0996,0.0391,126.037,229000.0,4,1
+Fleetwood Mac,Dreams,85.0,0.828,0.492,,-9.744,1,0.0276,0.0644,0.00428,0.128,0.789,120.151,257800.0,4,10
+Wooden Shjips,Everybody Knows,38.0,0.352,0.621,2.0,-9.036,1,0.033,0.000114,0.855,0.0974,0.218,123.817,318560.0,4,10
+Little Dragon,The Other Lover (Little Dragon & Moses Sumney),58.0,0.633,0.451,3.0,-9.66,1,0.133,0.75,0.0581,0.0995,0.475,162.112,244883.0,4,6
+Bonnie Tyler,Dreams Are Not Enough,36.0,0.594,0.872,,-4.73,0,0.0338,0.00263,,0.351,0.832,115.965,211627.0,4,10
+Mob Rich,Everything and Nothing,23.0,0.764,0.601,6.0,-8.287,0,0.0421,0.0353,0.0268,0.335,0.622,105.994,187607.0,4,9
+Boom Pam,בום פם - גרסה קצרה,26.0,0.569,0.809,4.0,-7.921,0,0.0363,0.194,0.00559,0.158,0.72,102.736,248160.0,4,10
+Mad Bliss,Everyone,2.0,0.332,0.444,2.0,-6.772,1,0.0293,0.00442,2.92e-06,0.126,0.128,125.568,297267.0,4,6
+Godsmack,1000hp,52.0,0.52,0.948,6.0,-3.951,0,0.0515,4.36e-05,1.41e-05,0.0525,0.471,92.091,226540.0,4,8
+Briston Maroney,Sinkin',45.0,0.589,0.75,4.0,-7.086,1,0.0654,0.00162,,0.262,0.43,130.097,189560.0,4,6
+Defamed,In Tenebris,39.0,0.263,0.957,1.0,-4.867,1,0.149,0.00126,0.864,0.0756,0.151,179.512,256788.0,3,8
+Django Django,Default,54.0,0.747,0.875,1.0,-5.635,1,0.0282,0.00733,1.1e-06,0.184,0.913,115.967,185640.0,4,10
+Tooth & Nail,Done Me Wrong,41.0,0.247,0.774,6.0,-8.412,0,0.0399,0.00425,0.0146,0.0678,0.638,96.026,193155.0,4,10
+Sam Smith,Stay With Me,82.0,0.418,0.42,,-6.444,1,0.0414,0.588,6.39e-05,0.11,0.184,84.094,172724.0,4,9
+Damageplan,Save Me,47.0,0.486,0.944,7.0,-3.924,1,0.0552,5.25e-05,0.00931,0.103,0.573,108.799,214040.0,4,8
+"Asha Bhosle, Mahendra Kapoor",Hum Jab Simat Ke Aapki Bahon Men,21.0,0.457,0.252,9.0,-11.058,1,0.0349,0.988,0.231,0.114,0.511,108.79,5.4624,4,3
+The Subways,Fight,42.0,0.446,0.963,6.0,-5.972,1,0.0987,0.0612,,0.323,0.727,165.028,161613.0,4,10
+Depeche Mode,"Just Can't Get Enough - Live at Rose Bowl, Pasadena, CA - June 18, 1988",41.0,0.632,0.962,7.0,-8.995,1,0.0407,0.119,0.0132,0.639,0.965,128.085,4.02155,4,9
+Taylor Swift,evermore (feat. Bon Iver),69.0,0.39,0.27,1.0,-10.673,1,0.0308,0.937,0.00227,0.111,0.32,125.177,304107.0,5,9
+Masterpiece - (solo),Big Thief,44.0,0.555,0.183,4.0,-8.58,1,0.0375,0.884,,0.116,0.223,131.22,4.015916667,4,0
+Booka Shade,Hope,46.0,0.608,0.648,8.0,-9.342,1,0.0358,0.00073,0.834,0.0923,0.361,121.997,371500.0,4,6
+Sum 41,Fat Lip,73.0,0.402,0.914,9.0,-5.215,1,0.142,0.000579,,0.065,0.626,196.505,178267.0,4,9
+Led Zeppelin,Kashmir - Remaster,70.0,0.48,0.536,2.0,-11.166,1,0.0427,0.488,4.22e-05,0.155,0.581,80.617,508200.0,3,10
+Chase Rice,Eyes On You,73.0,0.606,0.652,9.0,-6.982,1,0.0281,0.323,,0.201,0.476,97.155,3.04155,4,4
+Pressa,Attachments (feat. Coi Leray),58.0,0.806,0.501,9.0,-7.096,0,0.168,0.065,,0.125,0.345,160.03,171000.0,4,5
+Jealous of the Birds,Young Neanderthal,34.0,0.549,0.867,2.0,-4.666,1,0.0371,0.0108,4.46e-06,0.171,0.486,110.032,186760.0,4,6
+Shining Black,Just Another Day,36.0,0.491,0.937,6.0,-5.041,1,0.0864,1.5e-05,0.0038,0.0721,0.623,80.002,257824.0,4,8
+Homeschool,Smartest Man,40.0,0.581,0.576,1.0,-6.938,1,0.0276,0.207,1.74e-05,0.109,0.526,77.001,221760.0,4,10
+Jean Charnaux,Santuário,23.0,0.476,0.129,,-13.856,1,0.0604,0.981,0.905,0.112,0.42,71.794,1.695833333,5,7
+JOSEPH,All,,0.51,0.303,2.0,-9.122,1,0.027,0.829,6.36e-05,0.115,0.211,137.917,3.41526667,4,0
+Architects,Animals,67.0,0.532,0.759,1.0,-3.842,0,0.0319,0.000123,0.02,0.073,0.293,95.01,244365.0,4,10
+Lord Huron,Love Me Like You Used To,,0.511,0.701,7.0,-5.813,0,0.027,0.589,0.0022,0.15,0.797,76.019,220738.0,4,6
+Nelson Gomes,Lost in the North Sea,46.0,0.596,0.0942,7.0,-17.052,1,0.0612,0.993,0.942,0.108,0.294,108.71,3.941083333,4,7
+Dudu Aharon,"האוטו שלי, היופי שלך",34.0,0.681,0.919,11.0,-4.377,0,0.0408,0.0444,,0.349,0.727,130.013,233533.0,4,9
+Rod Stewart,True Blue,28.0,0.593,0.683,11.0,-10.432,0,0.0361,0.148,3.1e-06,0.296,0.649,116.742,211933.0,4,2
+Dayglow,Close To You,73.0,0.875,0.649,6.0,-5.754,1,0.0433,0.429,0.00237,0.0704,0.833,140.031,194693.0,4,6
+SKYND,Jim Jones,46.0,0.532,0.788,5.0,-6.113,0,0.0451,0.00035,0.674,0.319,0.185,112.055,394286.0,4,8
+Nadav Guedj,2 מטר,37.0,0.76,0.667,10.0,-7.61,0,0.258,0.0264,0.00352,0.192,0.548,121.986,149508.0,4,9
+Jesu,Silver,31.0,0.263,0.432,9.0,-6.299,1,0.0375,3.23e-06,0.81,0.0889,0.195,94.878,406227.0,4,6
+Argonaut & Wasp,Dog Days,42.0,0.78,0.653,2.0,-7.085,1,0.0311,0.42,0.0316,0.0997,0.527,116.008,215293.0,4,1
+Raspberries,Go All The Way,64.0,0.305,0.849,9.0,-4.892,1,0.0999,0.548,0.000134,0.0995,0.555,134.287,205347.0,4,10
+Cave In,Inspire,32.0,0.375,0.965,10.0,-3.843,0,0.0527,0.00101,3.31e-06,0.345,0.23,95.555,260933.0,4,10
+Eyal Golan,אהיה בכל מקום,31.0,0.672,0.496,3.0,-6.568,0,0.0604,0.22,,0.134,0.189,123.999,224564.0,4,9
+Nick Waterhouse,Say I Wanna Know,34.0,0.463,0.57,4.0,-6.573,0,0.0864,0.459,,0.091,0.628,62.411,249907.0,4,9
+Thirty Seconds To Mars,Love Is Madness (feat. Halsey),58.0,0.382,0.675,,-6.56,1,0.0441,0.0128,0.000246,0.219,0.449,106.171,234867.0,1,10
+chemical club,Everything I Know,34.0,0.553,0.543,6.0,-6.294,1,0.0313,0.011,1.47e-05,0.0844,0.658,112.977,164500.0,4,6
+Pearl Jam,Yellow Ledbetter,70.0,0.504,0.354,4.0,-11.3,1,0.0339,0.29,4.71e-06,0.157,0.292,140.87,303587.0,4,10
+The Armed,AVERAGE DEATH,40.0,0.314,0.901,2.0,-5.317,1,0.0683,2.62e-05,0.945,0.529,0.122,110.166,271900.0,3,8
+Distant,Oedipism,36.0,0.399,0.96,7.0,-4.826,1,0.129,6.84e-06,0.815,0.142,0.05,139.925,208850.0,4,8
+Willowdale,Darn That Dream,49.0,0.462,0.155,7.0,-15.232,1,0.0344,0.93,0.897,0.116,0.169,113.82,3.864766667,4,7
+Miri Mesika,זוכרת את הים,21.0,0.639,0.657,8.0,-6.077,1,0.0526,0.226,,0.0878,0.873,100.0,194600.0,4,9
+Bahamas,Whole Wide World,63.0,0.729,0.447,5.0,-9.038,1,0.0387,0.598,0.000279,0.116,0.595,108.837,2.58733333,4,0
+Kid Cudi,Day 'N' Nite (Nightmare),72.0,0.88,0.443,11.0,-6.359,0,0.0653,0.462,7.13e-06,0.122,0.803,138.018,3.687333333,4,9
+Temples,Shelter Song,47.0,0.493,0.898,9.0,-3.321,1,0.0372,0.000219,0.000109,0.173,0.536,126.054,190558.0,4,6
+Ying Yang Twins,Wait (The Whisper Song),59.0,0.933,0.513,7.0,-13.203,1,0.347,0.00112,0.00248,0.107,0.595,102.017,179160.0,4,5
+Gigi D'Agostino,In & Out,21.0,0.634,0.887,3.0,-5.151,1,0.0276,0.0188,2.84e-06,0.111,0.657,124.035,199765.0,4,9
+INA IVY,Pricey,27.0,0.786,0.469,7.0,-5.639,0,0.0286,0.257,,0.133,0.598,100.032,185626.0,4,9
+Megan Thee Stallion,Body,82.0,0.914,0.732,8.0,-6.1,0,0.241,0.0166,,0.107,0.469,94.066,171067.0,4,9
+Eddie Vedder,Hard Sun,,0.439,0.83,8.0,-6.544,1,0.0331,0.0521,0.000279,0.325,0.643,143.416,5.36266667,4,0
+The Who,Pinball Wizard,69.0,0.543,0.715,2.0,-8.89,1,0.0356,0.0192,,0.256,0.468,124.011,180943.0,4,10
+Charlie Parker Quintet,Blues For Alice,34.0,0.571,0.437,10.0,-11.839,1,0.0329,0.896,0.0328,0.0798,0.797,83.762,166613.0,4,2
+blink-182,All The Small Things,80.0,0.434,0.897,,-4.918,1,0.0488,0.0103,,0.612,0.684,148.726,167067.0,4,9
+Mukesh,Honthon Pe Sachai,4.0,0.51,0.516,4.0,-9.128,0,0.0347,0.99,0.00383,0.178,0.779,114.844,4.303683333,3,3
+Ana Popovic,Johnnie Ray,35.0,0.515,0.5,11.0,-8.986,0,0.0607,0.644,2.24e-06,0.119,0.634,155.383,224640.0,3,2
+Keren Peles,בך לא נוגע,40.0,0.257,0.397,,-8.463,1,0.0307,0.551,0.0184,0.144,0.203,90.302,218919.0,1,9
+Froth,Passing Thing,29.0,0.404,0.926,9.0,-4.471,1,0.0722,0.0072,0.901,0.109,0.348,166.761,291740.0,4,6
+Frost*,Heartstrings,32.0,0.402,0.71,9.0,-6.215,1,0.046,0.000411,0.00114,0.149,0.243,124.922,380920.0,4,8
+Parquet Courts,Total Football,53.0,0.267,0.831,7.0,-3.213,1,0.0428,0.126,0.000375,0.103,0.685,171.276,241200.0,4,6
+Gene Vincent & His Blue Caps,Who Slapped John?,26.0,0.513,0.818,9.0,-8.612,1,0.056,0.398,,0.309,0.807,97.143,118507.0,4,10
+El-P,Flyentology,29.0,0.57,0.903,3.0,-5.694,0,0.112,0.0678,0.000413,0.47,0.782,84.002,241240.0,4,10
+Miles Davis,Freddie Freeloader,52.0,0.629,0.278,8.0,-12.229,1,0.0329,0.662,0.000229,0.106,0.503,128.453,586493.0,4,2
+Interpol,Obstacle 1,62.0,0.377,0.938,5.0,-4.9,1,0.0618,5.18e-05,0.58,0.0705,0.385,120.514,251293.0,4,6
+Mooski,"Track Star (feat. Chris Brown, A Boogie wit da Hoodie & Yung Bleu)",60.0,0.551,0.438,7.0,-10.297,0,0.187,0.243,,0.0972,0.248,130.814,221054.0,5,9
+Chico García,Dos Cruces,47.0,0.828,0.268,2.0,-14.826,1,0.0542,0.896,0.867,0.112,0.748,99.993,2.88,4,7
+Joy Oladokun,jordan,50.0,0.364,0.316,4.0,-9.381,1,0.0307,0.51,3.93e-06,0.0956,0.209,143.888,241197.0,3,9
+Shadeemus,Butterflies,28.0,0.621,0.608,10.0,-8.82,0,0.0245,0.593,5.15e-05,0.116,0.311,90.046,220000.0,4,6
+The Yellow Diary,Marz,42.0,0.433,0.599,9.0,-7.293,1,0.0717,0.479,2.04e-06,0.12,0.338,71.798,3.70965,4,0
+Krewella,Martyr,37.0,0.453,0.665,10.0,-5.424,0,0.201,0.0244,0.002,0.0505,0.166,112.042,157223.0,3,10
+The OBGMs,All My Friends,30.0,0.516,0.923,7.0,-5.288,1,0.0345,3.47e-05,0.000145,0.0944,0.541,104.982,200117.0,4,1
+Moshe Peretz,אלף פעמים,31.0,0.611,0.973,9.0,-1.353,0,0.0644,0.135,,0.445,0.892,132.073,182973.0,4,9
+Bob Seger,Like A Rock,55.0,0.399,0.645,1.0,-5.356,1,0.0271,0.112,0.000551,0.255,0.384,82.795,355798.0,4,10
+Amor Amor,Pieces Of Summer,32.0,0.611,0.88,9.0,-4.02,0,0.0416,0.00202,0.000183,0.378,0.965,114.023,172636.0,4,6
+Save for Love,Suzanne Santo,40.0,0.545,0.534,,-7.531,0,0.0297,0.812,5.17e-06,0.0972,0.476,94.014,4.47635,4,0
+Miri Mesika,Birkat HaMelech (The King's Bless),15.0,0.523,0.451,9.0,-8.292,0,0.0419,0.425,3.97e-05,0.0879,0.506,124.275,258880.0,4,9
+Simon & Garfunkel,The Boxer,,0.438,0.459,11.0,-14.932,1,0.0636,0.684,0.000365,0.162,0.593,92.514,5.14066667,4,0
+Rafferty,Making a Home,48.0,0.412,0.571,11.0,-6.006,1,0.0387,0.304,,0.237,0.473,159.697,238173.0,4,9
+The Primitives,Sick Of It,27.0,0.53,0.816,9.0,-10.778,1,0.0408,0.0368,0.000623,0.551,0.922,131.014,3.20666667,4,10
+Little Axe,Hard Times,,0.49,0.511,9.0,-9.636,0,0.0316,0.183,0.00648,0.172,0.676,125.052,263400.0,3,2
+Fabianossa,Crowd,35.0,0.607,0.817,,-5.561,1,0.0415,0.00409,0.000123,0.0851,0.749,125.005,204853.0,4,9
+Jon Hopkins,Singularity,48.0,0.526,0.776,1.0,-8.873,1,0.0597,0.00389,0.841,0.0865,0.0504,132.996,389200.0,4,6
+Fred Falke,So Good,44.0,0.723,0.875,4.0,-6.717,0,0.394,0.0642,0.000369,0.748,0.391,121.035,234000.0,4,6
+The Groundhogs,Still A Fool - Single Edit,31.0,0.509,0.326,11.0,-13.065,1,0.0747,0.0405,0.000551,0.082,0.865,207.373,251800.0,3,2
+The Secret Sea,Afterlife,8.0,0.494,0.815,10.0,-6.972,0,0.0305,0.0188,0.00244,0.0721,0.445,88.0,210040.0,4,6
+ufo ufo,Strange Clouds,53.0,0.653,0.722,4.0,-7.3,1,0.0292,0.0571,0.0492,0.107,0.888,128.018,206240.0,4,10
+Sirens Of Lesbos,Cobra,36.0,0.767,0.592,10.0,-10.397,1,0.066,0.0995,0.732,0.464,0.555,97.966,241346.0,4,1
+Methyl Ethel,Neon Cheap,51.0,0.855,0.871,1.0,-5.214,0,0.0317,0.0339,0.0103,0.358,0.925,112.002,261825.0,4,6
+Dan + Shay,Tequila,5.0,0.423,0.835,11.0,-6.494,1,0.0878,0.229,,0.427,0.475,123.123,170103.0,4,9
+Jatayu,Shringara,17.0,0.528,0.783,4.0,-6.504,0,0.0497,0.3,0.74,0.0658,0.713,114.925,325762.0,3,6
+"Crosby, Stills, Nash & Young",Sea of Madness - Live at Woodstock,35.0,0.472,0.775,2.0,-7.147,1,0.0366,0.194,0.0137,0.683,0.955,107.37,196507.0,4,10
+Television,Lula Wiles,30.0,0.508,0.584,3.0,-6.826,1,0.0267,0.555,0.617,0.127,0.3,78.003,4.484983333,4,0
+Sleater-Kinney,Worry With You,51.0,0.607,0.758,9.0,-6.855,1,0.0306,0.00505,0.435,0.372,0.727,90.031,231783.0,4,6
+Beartooth,The Past Is Dead,65.0,0.44,0.95,1.0,-2.993,1,0.0769,0.00449,1.6e-06,0.363,0.51,144.981,215925.0,4,10
+Theodor Bastard,Les,36.0,0.659,0.359,2.0,-11.148,0,0.0393,0.611,0.266,0.113,0.126,119.999,249370.0,4,8
+Berry Sakharof,לב שלם,30.0,0.37,0.576,7.0,-7.963,0,0.0291,0.00112,0.000338,0.121,0.392,163.784,267600.0,4,10
+Bloody Knees,Spinning,21.0,0.338,0.713,11.0,-3.64,1,0.0392,0.000307,0.000241,0.0856,0.238,79.664,246282.0,4,10
+Itay Levi,קירות,43.0,0.78,0.569,,-7.822,0,0.068,0.395,,0.184,0.5,123.03,197073.0,4,9
+Kendra Morris,Banshee,38.0,0.499,0.523,5.0,-7.845,1,0.0574,0.268,0.000173,0.248,0.41,190.96,226973.0,3,10
+Yehudit Ravitz,דרך המשי,22.0,0.747,0.264,11.0,-14.975,0,0.0287,0.54,,0.0457,0.245,108.248,265000.0,4,10
+Guns N' Roses,Live And Let Die,69.0,0.262,0.777,11.0,-8.671,1,0.0632,0.0109,0.113,0.12,0.264,152.5,182733.0,4,10
+Aukai,Akal Ki,40.0,0.652,0.515,11.0,-12.034,0,0.0324,0.239,0.751,0.0991,0.203,134.969,244000.0,1,1
+Yella Beezy,On Fleek (feat. Gunna),55.0,0.759,0.656,8.0,-7.592,1,0.0873,0.0371,,0.104,0.174,141.955,260282.0,4,5
+Mr. Airplane Man,Like That,19.0,0.328,0.893,3.0,-10.854,1,0.0594,0.353,0.441,0.0763,0.508,135.322,188546.0,4,2
+Megadeth,Rust In Peace...Polaris - Remastered 2004,52.0,0.259,0.965,7.0,-4.335,1,0.16,0.000612,3.35e-05,0.0787,0.392,168.641,344067.0,4,8
+Phoebe Bridgers,Kyoto,71.0,0.599,0.742,11.0,-6.886,1,0.0419,0.0488,0.32,0.0916,0.493,131.014,184524.0,4,1
+Noah Kahan,Part of Me,65.0,0.689,0.687,7.0,-7.832,1,0.0361,0.0674,,0.0933,0.247,109.98,237230.0,4,1
+Manna Dey,Aao Aao Sanwariya,10.0,0.441,0.547,9.0,-9.189,1,0.113,0.853,2.2e-06,0.248,0.62,91.738,4.61355,3,3
+Jacky Terrasson,Sous Le Ciel De Paris,48.0,0.323,0.118,5.0,-22.751,0,0.0449,0.195,0.694,0.241,0.0747,79.554,4.081116667,4,7
+KID BRUNSWICK,When You Were Young,48.0,0.51,0.718,1.0,-6.129,0,0.0439,0.00183,,0.14,0.713,199.992,187907.0,4,10
+Eades,Present in the Moment,26.0,0.426,0.867,7.0,-4.538,1,0.0368,4.93e-05,0.000946,0.121,0.809,90.484,194039.0,4,10
+Ron Shoval,לפעמים,26.0,0.288,0.448,9.0,-13.62,0,0.0365,0.0383,2e-05,0.0736,0.506,75.047,244000.0,4,9
+Nathan Goshen,כי הנה כחומר,27.0,0.342,0.464,4.0,-8.166,0,0.0277,0.681,0.00105,0.198,0.11,82.249,235000.0,3,9
+MOD SUN,Bones,43.0,0.588,0.282,4.0,-6.676,1,0.0327,0.786,,0.1,0.308,125.048,167973.0,4,1
+Anne-Marie,Birthday - Acoustic,48.0,0.682,0.435,8.0,-6.728,0,0.0569,0.169,,0.0914,0.637,152.022,179523.0,4,9
+The Drums,What We Had,43.0,0.414,0.482,7.0,-7.607,1,0.0287,0.656,0.904,0.233,0.112,127.983,232813.0,4,6
+Death Cab for Cutie,Waterfalls,,0.483,0.436,8.0,-8.734,1,0.0389,0.663,0.000586,0.103,0.241,171.842,264160.0,4,6
+Blossoms,Lost - In Isolation,49.0,0.817,0.86,10.0,-4.283,1,0.0457,0.0497,0.00109,0.0879,0.843,124.11,231282.0,4,6
+Cake,I Will Survive,59.0,0.507,0.683,7.0,-8.079,1,0.0316,0.303,0.000132,0.142,0.901,95.732,310600.0,4,10
+S. D. Burman,Kala Pani Theme - Instrumental,,0.401,0.595,10.0,-7.573,1,0.0504,0.871,0.88,0.555,0.271,125.821,2.802666667,4,3
+Tom Odell,Magnetised - Acoustic,56.0,0.487,0.0746,10.0,-12.952,0,0.0327,0.952,,0.108,0.123,106.328,292187.0,4,9
+Stone Temple Pilots,Trippin' on a Hole in a Paper Heart,,0.494,0.951,11.0,-7.886,0,0.0393,0.000193,0.289,0.234,0.724,106.356,190707.0,4,10
+Wanderlust,Baile Amargo,29.0,0.299,0.941,,-7.28,1,0.0478,0.000554,0.0953,0.0519,0.674,130.036,174000.0,3,10
+"Denis Solee, The Beegie Adair Trio",That Old Black Magic,36.0,0.568,0.418,5.0,-9.218,1,0.0298,0.762,0.882,0.096,0.576,92.956,4.418216667,4,7
+Talya Eliav,קיר,15.0,0.715,0.73,,-6.771,0,0.0556,0.0271,0.000249,0.375,0.621,131.921,202830.0,4,6
+JD McPherson,LUCKY PENNY,51.0,0.698,0.736,2.0,-5.525,1,0.0481,0.0664,2.16e-05,0.119,0.822,127.979,214267.0,4,2
+Josh Fudge,Summer Something,31.0,0.602,0.667,11.0,-6.293,1,0.0264,0.392,0.935,0.135,0.448,122.986,194634.0,4,6
+WATTS,Feels (feat. Khalid),73.0,0.548,0.35,7.0,-12.52,1,0.0579,0.273,0.0041,0.362,0.0802,167.682,221975.0,4,9
+"Tesher, Jason Derulo",Jalebi Baby (Tesher x Jason Derulo),80.0,0.691,0.829,,-7.179,1,0.0412,0.0289,,0.254,0.866,93.059,2.81923333,4,9
+Khruangbin,Midnight,65.0,0.663,0.552,5.0,-8.925,0,0.0308,0.0574,0.0131,0.0973,0.687,132.867,314684.0,4,6
+Tom Cochrane,Life Is A Highway,63.0,0.683,0.751,5.0,-10.184,1,0.0346,0.0681,8.36e-06,0.248,0.841,103.036,266560.0,4,10
+Soccer Mommy,Your Dog,58.0,0.652,0.669,11.0,-7.797,0,0.0262,0.122,0.00039,0.169,0.769,115.047,194009.0,4,6
+The Cranberries,Linger,76.0,0.439,0.434,7.0,-14.918,1,0.0265,0.0783,4.87e-05,0.14,0.204,94.845,274707.0,4,10
+"Rashmi Vartak, Vidyadhar Bhave",Jhooti Jhooti Batiyaan,9.0,0.54,0.754,10.0,-8.26,0,0.0516,0.0434,6.32e-05,0.128,0.556,135.134,4.6963,4,0
+Mystery Jets,Bubblegum,51.0,0.258,0.723,3.0,-6.049,1,0.058,0.0232,0.0453,0.485,0.344,81.132,264947.0,4,1
+–ê—Ä—Å–µ–Ω–∏–π –ö—Ä–µ—Å—Ç–∏—Ç–µ–ª—å,–ú–æ–π –≤–µ–π–ø,33.0,0.439,0.607,7.0,-8.02,1,0.0326,0.104,0.0908,0.146,0.487,84.085,236310.0,4,6
+Bodom After Midnight,Payback's a Bitch,43.0,0.306,0.98,6.0,-5.421,0,0.0909,3.72e-05,0.193,0.157,0.348,196.925,245946.0,4,8
+shame,Water in the Well,43.0,0.447,0.923,11.0,-4.636,0,0.0669,2.91e-05,1.45e-05,0.171,0.683,131.552,187627.0,4,1
+Canterbury,Something Better,41.0,0.357,0.938,6.0,-4.46,0,0.0932,8.06e-06,,0.749,0.35,159.996,210893.0,4,10
+Joy Division,Disorder - 2007 Remaster,69.0,0.32,0.798,10.0,-7.078,0,0.124,0.00033,0.692,0.176,0.74,84.696,209040.0,4,6
+2Pac,California Love - Original Version,74.0,0.763,0.85,7.0,-3.052,1,0.0417,0.0304,1.21e-06,0.371,0.761,91.519,284907.0,4,5
+Rammstein,AMERIKA,66.0,0.608,0.885,2.0,-4.296,0,0.0963,0.00258,1.33e-05,0.392,0.518,125.023,226760.0,4,8
+Megaraptor,Wonder Woman Theme,28.0,0.409,0.982,11.0,-9.38,0,0.0501,3.64e-05,0.731,0.187,0.0761,149.992,216000.0,1,8
+Pom Pom Squad,Lux,38.0,0.492,0.926,11.0,-5.666,1,0.208,3.23e-06,0.00132,0.505,0.407,121.172,99762.0,4,6
+Saindhavi,Rhythm Ecstasy - Bantureethi Koluvu,20.0,0.637,0.613,8.0,-7.343,1,0.0748,0.318,2.6e-06,0.111,0.571,90.06,4.4,4,0
+Versiple,Daydream,39.0,0.526,0.791,10.0,-6.364,0,0.497,0.0597,,0.099,0.707,130.209,303148.0,4,6
+The White Stripes,Ball and Biscuit,59.0,0.511,0.67,9.0,-7.135,1,0.188,0.0509,0.145,0.102,0.605,78.138,439067.0,4,10
+Routine,Cady Road,43.0,0.498,0.731,2.0,-7.25,1,0.0243,0.128,0.0489,0.156,0.6,97.055,190696.0,4,6
+The Clash,Lost in the Supermarket - Remastered,58.0,0.608,0.634,4.0,-11.24,1,0.0727,0.0568,0.00615,0.116,0.84,147.515,226947.0,4,10
+Chevelle,Mars Simula,57.0,0.388,0.98,,-5.984,0,0.149,2.28e-05,0.825,0.926,0.166,196.004,251440.0,4,8
+The Police,Message In A Bottle - Remastered 2003,36.0,0.573,0.807,1.0,-7.062,0,0.0383,0.034,1.11e-05,0.257,0.876,150.982,289253.0,4,10
+49th & Main,I Want You,40.0,0.68,0.442,11.0,-10.94,1,0.179,0.748,6.75e-06,0.514,0.536,127.996,235245.0,4,6
+Geeder,When Sunny Gets Blue,52.0,0.444,0.109,,-15.574,1,0.0411,0.924,0.699,0.215,0.182,73.094,3.99855,3,7
+Naïka,Sauce,54.0,0.864,0.669,11.0,-5.827,0,0.154,0.229,0.00087,0.0796,0.663,127.002,126584.0,4,9
+Metal Church,Conductor (Redux),32.0,0.535,0.95,4.0,-2.93,0,0.053,0.000172,2.67e-05,0.349,0.599,104.627,249094.0,4,8
+Wolf People,Silbury Sands,36.0,0.221,0.81,9.0,-5.689,1,0.0427,0.00579,0.0853,0.103,0.366,87.285,318960.0,4,10
+The Cure,Pictures Of You - Remastered,61.0,0.476,0.764,9.0,-6.454,1,0.032,0.00325,0.112,0.138,0.545,171.903,448307.0,4,10
+Lady A,Need You Now,70.0,0.587,0.622,4.0,-5.535,1,0.0303,0.0927,0.000636,0.2,0.231,107.943,4.626216667,4,4
+The Hollies,The Air That I Breathe - 2008 Remaster,69.0,0.279,0.473,4.0,-8.375,0,0.0309,0.242,0.00164,0.158,0.246,167.792,257107.0,4,10
+Los Lobos,Two Dogs And A Bone,19.0,0.551,0.616,6.0,-10.415,0,0.0533,0.0179,0.228,0.321,0.443,111.127,145307.0,4,2
+Omer Adam,בדיוק כמוני,34.0,0.474,0.574,7.0,-5.614,0,0.036,0.48,,0.158,0.384,135.924,217173.0,4,9
+BIBI,Life is a Bi…,62.0,0.722,0.501,10.0,-6.113,0,0.0625,0.255,,0.0857,0.541,144.076,156742.0,4,5
+Tampa Red,Anna Lou Blues,34.0,0.555,0.393,10.0,-11.949,1,0.0327,0.965,0.015,0.151,0.782,102.5,174158.0,4,2
+Harriis,Damaged,31.0,0.87,0.548,1.0,-8.193,1,0.332,0.0304,0.00334,0.0826,0.77,163.93,152021.0,4,5
+Younger Hunger,Charlie Kaufman,42.0,0.712,0.629,6.0,-6.461,1,0.0365,0.0181,,0.126,0.407,97.486,201973.0,4,6
+Cage The Elephant,Aberdeen,53.0,0.154,0.972,7.0,-3.624,1,0.111,0.000904,0.225,0.368,0.225,205.478,192920.0,4,10
+Brownie McGhee,Diggin' My Potatoes,32.0,0.65,0.383,10.0,-13.074,1,0.0464,0.505,,0.392,0.864,110.522,217227.0,4,2
+Akiva,רק עוד רגע,40.0,0.564,0.382,2.0,-11.035,1,0.033,0.826,0.000165,0.0835,0.427,147.939,190557.0,4,9
+Greg Puciato,Down When I'm Not,31.0,0.209,0.928,10.0,-5.885,0,0.0783,8.57e-06,0.498,0.088,0.35,90.258,186584.0,4,10
+tg.blk,Love Being Used,29.0,0.492,0.555,,-7.974,1,0.217,0.736,,0.56,0.389,69.748,89000.0,4,6
+RamonPang,Webs,26.0,0.516,0.853,6.0,-3.867,0,0.0747,0.335,0.333,0.0654,0.169,131.949,218182.0,4,6
+Amit Ulman,אלוהים בג'ימייל (געגועים),20.0,0.602,0.732,11.0,-7.194,0,0.299,0.357,,0.106,0.662,80.892,308689.0,4,5
+Mr. Mister,Broken Wings - Single Version,56.0,0.283,0.657,1.0,-8.556,0,0.0353,0.0833,1.67e-05,0.136,0.376,97.995,284493.0,4,10
+Halestorm,Mayhem,50.0,0.398,0.982,2.0,-3.979,1,0.178,0.00306,0.0243,0.44,0.401,172.822,216760.0,4,10
+Twin Atlantic,Heart and Soul (Acoustic),38.0,0.634,0.507,4.0,-9.157,1,0.0456,0.622,,0.101,0.49,76.483,245260.0,4,10
+ZZ Top,Sure Got Cold After the Rain Fell,,0.398,0.423,2.0,-10.813,1,0.03,0.306,0.177,0.106,0.205,128.894,440947.0,3,2
+Moshe Peretz,תהיה מאושר,21.0,0.772,0.921,5.0,-1.995,0,0.0485,0.0236,,0.339,0.903,128.018,190141.0,3,9
+Indigo Girls,Closer to Fine,61.0,0.54,0.677,9.0,-6.349,1,0.0286,0.368,,0.224,0.748,98.339,241600.0,4,10
+Tomer Yosef,רוץ הכי מהר,21.0,0.778,0.734,5.0,-5.526,0,0.0308,0.0324,0.000547,0.258,0.945,101.979,211400.0,4,9
+No Love For The Middle Child,Older,53.0,0.383,0.885,9.0,-5.683,1,0.123,0.0295,,0.381,0.504,168.06,188656.0,4,10
+Modest Mouse,Float On,72.0,0.649,0.888,6.0,-4.807,1,0.0293,0.013,2.23e-06,0.0888,0.553,100.975,208467.0,4,10
+Joanne Shaw Taylor,Time Has Come,38.0,0.569,0.564,8.0,-7.34,1,0.0337,0.0496,0.0138,0.304,0.526,96.112,351960.0,3,2
+deep tan,hollow scene,22.0,0.802,0.648,1.0,-8.515,1,0.08,0.386,0.00896,0.0934,0.857,106.057,183922.0,4,6
+Mike Bloomfield,Blues for Nothing,31.0,0.272,0.546,,-9.06,1,0.0435,0.218,0.0495,0.247,0.63,184.996,255067.0,3,2
+Kids Insane,Left Right Left,8.0,0.466,0.992,1.0,-3.595,1,0.0914,0.0436,,0.432,0.0787,132.908,145360.0,4,6
+Westside Gunn,The Hurt Business (feat. M V P) - Remix,35.0,0.46,0.876,7.0,-5.69,1,0.297,0.471,,0.144,0.557,166.715,294825.0,4,5
+Keb' Mo',Am I Wrong,52.0,0.882,0.476,,-9.235,1,0.0528,0.458,2.47e-06,0.0445,0.964,112.65,138533.0,4,2
+New Found Glory,Kiss Me,48.0,0.546,0.906,2.0,-3.354,1,0.0407,0.00101,3.69e-05,0.259,0.61,111.971,175229.0,4,10
+Austin Burke,Town Home,62.0,0.63,0.683,5.0,-5.7,1,0.0307,0.15,,0.133,0.486,155.927,2.840216667,4,4
+The Maccabees,Marks To Prove It,44.0,0.18,0.916,7.0,-6.788,1,0.0923,0.000975,0.224,0.0945,0.186,85.614,254547.0,4,1
+Figgy Mold,Stairway to the Stars,60.0,0.463,0.0769,,-21.855,1,0.0389,0.96,0.856,0.105,0.178,116.2,4.643133333,4,7
+Derek & The Dominos,Layla,75.0,0.404,0.902,1.0,-3.88,1,0.0665,0.577,0.297,0.287,0.497,115.669,423840.0,4,10
+Estrellita Castro,Campanera,35.0,0.482,0.487,10.0,-4.125,0,0.0372,0.849,1.08e-05,0.255,0.663,122.754,215000.0,4,9
+Lifehouse,Learn You Inside Out,36.0,0.209,0.473,,-7.365,1,0.0283,0.0162,4.1e-05,0.123,0.153,189.544,265613.0,3,10
+Bill Nace,When The Top One is Locked,14.0,0.137,0.0017,7.0,-30.124,1,0.0439,0.979,0.483,0.0746,0.0386,175.208,252000.0,4,6
+Young MC,Bust A Move,53.0,0.946,0.772,4.0,-7.537,0,0.0953,0.0516,2.28e-06,0.0612,0.772,116.97,263914.0,4,5
+Ajebo Hustlers,Pronto,55.0,0.861,0.817,2.0,-5.07,0,0.235,0.724,0.0617,0.104,0.671,102.969,160777.0,4,9
+Biohazard,Punishment,47.0,0.298,0.983,6.0,-6.566,0,0.464,0.00128,5.63e-05,0.78,0.106,89.629,284067.0,4,8
+Marcus King,The Well,53.0,0.58,0.573,9.0,-8.137,1,0.061,0.00305,0.0015,0.182,0.477,121.225,177093.0,4,2
+Blur,Coffee & TV,66.0,0.743,0.743,2.0,-10.117,1,0.0367,0.0511,0.233,0.0987,0.707,121.604,358773.0,4,6
+The Yardbirds,Heart Full of Soul,55.0,0.494,0.666,9.0,-9.743,0,0.0351,0.229,5.69e-05,0.0469,0.699,140.832,147893.0,4,10
+The Violent,Impression,43.0,0.532,0.891,1.0,-5.349,0,0.0551,0.000316,0.000164,0.0836,0.487,106.003,197127.0,4,10
+Foo Fighters,Everlong,78.0,0.413,0.881,11.0,-5.541,0,0.0367,5.99e-05,0.000308,0.0805,0.364,158.066,250547.0,4,1
+joey maxwell,too much,33.0,0.608,0.844,3.0,-7.486,1,0.0437,0.311,0.0264,0.0982,0.499,136.1,172813.0,4,9
+"Jatin-Lalit, Kumar Sanu",Ae Kash Ke Hum,52.0,0.364,0.687,,-7.967,1,0.0571,0.656,,0.175,0.663,161.008,5.173783333,3,3
+Lil Baby,Drip Too Hard (Lil Baby & Gunna),81.0,0.897,0.662,1.0,-6.903,0,0.292,0.0852,,0.534,0.389,112.511,145543.0,4,5
+The Anchoress,Unravel,25.0,0.493,0.661,,-8.043,0,0.0365,0.00788,2.15e-05,0.128,0.161,120.071,244867.0,4,10
+Young Devyn,Straight To It,39.0,0.776,0.571,10.0,-6.979,0,0.449,0.477,,0.121,0.45,150.768,112846.0,4,5
+Vokonis,Rebellion,32.0,0.359,0.854,5.0,-6.645,1,0.0512,1.68e-05,0.815,0.1,0.548,112.208,197400.0,4,8
+Castaways,"Liar, Liar",40.0,0.525,0.623,7.0,-6.253,0,0.0291,0.247,0.742,0.148,0.839,144.583,115925.0,4,1
+Busta Rhymes,Gimme Some More,60.0,0.591,0.855,11.0,-8.339,0,0.339,0.00832,5.87e-05,0.771,0.78,136.734,158467.0,4,5
+"Britney Spears, Jamie Lynn Spears",Chillin' With You (feat. Jamie Lynn),34.0,0.75,0.752,1.0,-5.776,1,0.0399,0.209,9.14e-05,0.131,0.527,140.001,3.639116667,4,9
+Don Caballero,Railroad Cancellation,35.0,0.547,0.937,11.0,-6.284,1,0.045,0.166,0.855,0.104,0.236,124.029,316213.0,4,10
+Noah And The Whale,L.I.F.E.G.O.E.S.O.N.,51.0,0.608,0.745,4.0,-5.82,1,0.0354,0.205,,0.342,0.595,82.003,226947.0,4,6
+Max Frost,White Lies - EP Version,63.0,0.695,0.878,1.0,-3.429,0,0.0441,0.153,,0.0764,0.969,162.898,177835.0,4,9
+Dark The Suns,Everywhere,30.0,0.403,0.931,11.0,-4.924,0,0.0509,6.05e-05,0.775,0.641,0.167,147.999,305446.0,4,8
+Kings Elliot,I'm Getting Tired of Me,50.0,0.599,0.357,2.0,-9.55,1,0.0299,0.753,,0.0902,0.421,83.26,216224.0,4,9
+tobi lou,I Was Sad Last Night I'm OK Now,68.0,0.87,0.637,5.0,-8.368,0,0.0614,0.497,3.15e-05,0.205,0.78,120.99,190561.0,4,9
+JVLA,Such a Whore (Stellular Remix),76.0,0.624,0.614,2.0,-4.165,1,0.0448,0.00391,0.0278,0.187,0.139,168.87,147638.0,4,9
+Count Five,Psychotic Reaction - Rarities Version,39.0,0.355,0.761,11.0,-6.309,1,0.0978,0.000288,0.0141,0.189,0.685,165.209,189848.0,4,10
+French Cassettes,City Kitty,46.0,0.648,0.528,,-10.335,1,0.0296,0.419,0.000591,0.126,0.731,86.017,216000.0,4,6
+Lucky Peterson,50 Years,31.0,0.498,0.824,5.0,-7.832,0,0.132,0.0641,0.000112,0.18,0.549,157.04,251627.0,4,2
+"Megan Davies, Jaclyn Davies",Blank Space / Jealous (Acoustic Mashup),47.0,0.716,0.3,3.0,-7.5,1,0.0493,0.793,,0.0924,0.367,94.936,4.67895,4,0
+Grup Ses,Motorize (with Da Poet & Elektro Hafız),29.0,0.535,0.667,6.0,-8.977,0,0.0278,0.00204,0.079,0.629,0.194,87.01,153301.0,4,10
+ShrekDiMC,הבשורה,11.0,0.727,0.722,,-6.023,0,0.275,0.367,,0.089,0.425,80.017,267000.0,4,5
+Kahlil Blu,"FREESMOKE, Pt. 2",26.0,0.815,0.705,5.0,-7.913,0,0.289,0.569,,0.347,0.964,144.064,136787.0,4,9
+Ween,Ocean Man,65.0,0.72,0.912,4.0,-6.13,1,0.0363,0.551,0.00122,0.0982,0.973,122.782,126947.0,4,10
+Slim Harpo,Baby Scratch My Back - Single Version,39.0,0.802,0.455,5.0,-11.673,1,0.0537,0.803,0.585,0.0607,0.932,122.853,173600.0,4,2
+Def Leppard,Rock Rock (Till You Drop),49.0,0.557,0.94,2.0,-5.692,1,0.0539,0.000486,0.0163,0.074,0.451,133.301,234753.0,4,10
+Avigail Roz,מלחמה יומיומית,8.0,0.688,0.764,6.0,-5.265,1,0.0392,0.206,,0.108,0.603,115.943,192333.0,4,6
+Miri Mesika,ואולי,16.0,0.634,0.844,4.0,-6.174,0,0.0421,0.533,1.39e-05,0.106,0.526,139.933,198868.0,4,9
+Tirzah,Send Me,56.0,0.791,0.521,9.0,-11.746,1,0.0688,0.0704,0.218,0.0756,0.616,167.659,243269.0,4,6
+Jakob Ahlbom,Quiet,44.0,0.264,0.123,8.0,-21.152,1,0.0324,0.96,0.91,0.124,0.153,127.219,2.754916667,4,7
+nimino,What I Want,43.0,0.782,0.449,8.0,-10.136,0,0.308,0.71,0.000811,0.345,0.354,106.904,192801.0,4,6
+Fruit Bats,Humbug Mountain Song,61.0,0.593,0.926,6.0,-5.361,0,0.0319,0.0355,0.0582,0.311,0.945,100.011,184347.0,4,6
+Shlomo Artzi,אהבתה של תרזה דימון,20.0,0.504,0.569,5.0,-13.76,1,0.0495,0.549,0.00471,0.105,0.61,75.248,255333.0,4,10
+The Cardigans,My Favourite Game,67.0,0.586,0.777,5.0,-6.185,0,0.0303,4.78e-05,0.00147,0.0729,0.424,143.339,220468.0,4,6
+Noa Kirel,מיליון דולר,52.0,0.757,0.826,8.0,-5.691,1,0.0739,0.134,0.204,0.508,0.384,100.023,173400.0,4,9
+Dee Watkins,Gucci Bucket Hat,43.0,0.877,0.594,2.0,-7.009,0,0.525,0.104,,0.219,0.63,153.012,113143.0,4,5
+CORPSE,agoraphobic,76.0,0.815,0.697,7.0,-9.57,1,0.219,0.778,0.000398,0.102,0.147,97.987,129796.0,4,5
+Marcy Playground,Saint Joe On The School Bus,50.0,0.716,0.686,4.0,-7.127,1,0.0329,0.00333,0.00368,0.126,0.854,103.931,200156.0,4,10
+Rage Against The Machine,Renegades Of Funk,67.0,0.651,0.908,2.0,-4.019,1,0.0577,0.00184,0.000579,0.384,0.769,123.851,274160.0,4,10
+Paul McCartney,Dominoes,40.0,0.726,0.703,,-6.093,1,0.0239,0.156,0.00225,0.202,0.662,100.994,302219.0,4,9
+Twenty One Pilots,Heathens,82.0,0.732,0.396,4.0,-9.348,0,0.0286,0.0841,3.58e-05,0.105,0.548,90.024,195920.0,4,9
+Everything Everything,Distant Past,51.0,0.694,0.812,11.0,-6.473,0,0.0355,0.0666,0.000533,0.211,0.522,129.988,221693.0,4,6
+Rico Nasty,OHFR?,63.0,0.86,0.717,1.0,-5.542,0,0.48,0.414,,0.0843,0.812,158.019,120964.0,4,5
+Eels,Mr. E's Beautiful Blues,52.0,0.662,0.682,7.0,-7.833,1,0.0285,0.178,0.000232,0.335,0.624,114.067,239240.0,4,10
+Pain of Salvation,ACCELERATOR,35.0,0.518,0.647,11.0,-11.024,0,0.0899,0.0102,0.000217,0.102,0.298,127.393,331000.0,5,8
+Pigs Pigs Pigs Pigs Pigs Pigs Pigs,Reducer,34.0,0.226,0.955,2.0,-6.291,1,0.11,3.54e-05,0.863,0.111,0.24,101.866,267880.0,4,10
+Allen Toussaint,St. James Infirmary,47.0,0.892,0.191,5.0,-14.977,0,0.0599,0.522,0.761,0.109,0.46,106.55,231107.0,4,2
+"Mohammed Rafi, Mehmood",Khayalon Mein,7.0,0.586,0.809,7.0,-7.988,1,0.193,0.769,0.000299,0.479,0.789,108.256,6.376883333,4,3
+Guè Pequeno,Chico (feat. Rose Villain & Luchè),67.0,0.778,0.819,,-3.873,0,0.0531,0.164,,0.111,0.637,144.953,201931.0,4,9
+Dan Owen,Hideaway - Acoustic,37.0,0.369,0.236,7.0,-9.019,1,0.0308,0.908,,0.107,0.286,180.972,219373.0,3,9
+Mazzy Star,She Hangs Brightly,39.0,0.239,0.471,9.0,-13.404,1,0.0333,0.0069,0.148,0.118,0.501,106.999,384400.0,4,6
+keita keith,Call You Mine,28.0,0.724,0.751,5.0,-7.232,0,0.0387,0.234,,0.125,0.633,108.941,153000.0,4,9
+Cem Karaca,Ceviz Ağacı,33.0,0.555,0.896,9.0,-8.561,0,0.135,0.483,,0.339,0.923,135.566,349160.0,4,10
+Godfather Don,Watching You,44.0,0.876,0.5,11.0,-8.274,0,0.298,0.155,,0.107,0.559,106.096,207993.0,4,5
+Juls,Chance,49.0,0.807,0.458,1.0,-11.491,0,0.148,0.0813,2.51e-06,0.0996,0.639,96.967,225384.0,4,9
+WuW,"Voir En Même Temps L'humour Et La Tragédie, En Toute Chose, À Chaque Instant",19.0,0.246,0.605,7.0,-8.764,1,0.0398,3.35e-05,0.811,0.175,0.169,104.252,469987.0,5,8
+Shemekia Copeland,Clotilda's On Fire,45.0,0.599,0.681,1.0,-4.652,0,0.0341,0.118,0.000107,0.211,0.57,83.961,266072.0,4,2
+ev.exi,Mode,39.0,0.509,0.929,10.0,-5.17,0,0.38,0.00216,0.713,0.756,0.689,116.129,232699.0,4,6
+Robert Ellis,When You're Away,40.0,0.582,0.502,3.0,-7.135,0,0.0305,0.255,0.045,0.15,0.427,86.144,206933.0,4,1
+Larkin Poe,Holy Ghost Fire,48.0,0.522,0.811,4.0,-5.343,0,0.0372,0.0263,,0.299,0.466,92.889,202917.0,4,10
+Shout Out Louds,The Comeback,32.0,0.61,0.844,,-3.586,1,0.0343,0.000142,0.00184,0.145,0.449,129.39,168520.0,4,6
+The Stills,Still in Love Song,41.0,0.566,0.796,4.0,-5.436,0,0.0255,0.000541,0.313,0.121,0.406,130.986,220627.0,4,1
+Albert Collins,If Trouble Was Money,40.0,0.48,0.349,5.0,-15.027,0,0.0385,0.515,0.0209,0.148,0.281,108.939,561067.0,3,2
+Butch Dawson,Hummer,38.0,0.783,0.678,,-7.149,0,0.0543,0.0144,0.00156,0.0734,0.101,147.056,93000.0,4,5
+Bad Nerves,Dreaming,32.0,0.449,0.958,6.0,-6.602,0,0.123,5.33e-06,0.000116,0.148,0.389,107.458,129373.0,4,1
+Franz Ferdinand,Take Me Out,78.0,0.277,0.663,4.0,-8.821,0,0.0377,0.000409,0.00051,0.136,0.527,104.561,237027.0,4,1
+Mink Mussel Creek,Cat Love Power,33.0,0.345,0.614,2.0,-6.976,1,0.0357,0.0309,0.0249,0.134,0.042,123.016,407533.0,4,6
+Patti Smith,Rock N Roll Nigger,44.0,0.41,0.804,9.0,-8.478,1,0.0454,0.00635,3.85e-06,0.207,0.634,152.205,204360.0,4,10
+The Who,"See Me, Feel Me - Single Version",39.0,0.375,0.336,,-10.513,1,0.0308,0.0914,,0.077,0.0759,93.988,216596.0,4,10
+Albert Collins,Cold Cuts,20.0,0.618,0.83,6.0,-10.65,0,0.0328,0.00188,0.759,0.704,0.516,107.233,360733.0,4,2
+Neil Mukherjee,It Could Be Rain,21.0,0.495,0.21,4.0,-16.945,1,0.0391,0.874,0.555,0.0917,0.491,113.427,251000.0,4,6
+The Libertines,Time For Heroes,56.0,0.344,0.925,2.0,-4.157,1,0.0554,0.0106,0.000211,0.0136,0.712,152.395,160280.0,4,1
+Jimi Hendrix,Red House,56.0,0.277,0.479,5.0,-8.483,0,0.0495,0.585,0.0224,0.16,0.483,53.905,230360.0,4,2
+Angel Du$t,Turn Off The Guitar,40.0,0.637,0.878,9.0,-5.09,0,0.0565,0.0154,9.04e-05,0.362,0.684,152.074,189023.0,4,10
+Vance Joy,Lay It on Me - Acoustic,45.0,0.483,0.49,5.0,-4.736,1,0.0318,0.768,1.2e-06,0.112,0.43,137.606,201561.0,4,9
+Emery,The Party Song,37.0,0.383,0.893,5.0,-3.998,0,0.109,0.0325,,0.146,0.558,178.077,211453.0,4,10
+Lee Fields & The Expressions,Two Timer,41.0,0.529,0.772,,-4.967,0,0.0334,0.00745,7.76e-06,0.0951,0.913,99.678,157714.0,4,9
+Mark Collie,Book of My Blues,28.0,0.535,0.804,10.0,-6.929,1,0.0458,0.00706,0.000255,0.101,0.441,120.003,208970.0,4,2
+Beyoncé,BLACK PARADE,64.0,0.824,0.555,1.0,-5.817,1,0.05,0.00337,6.42e-06,0.217,0.0611,120.002,281273.0,4,5
+"Asha Bhosle, Dilraj Kaur",Mausam Mastana - Satte Pe Satta / Soundtrack Version,32.0,0.507,0.668,6.0,-4.934,0,0.0309,0.668,,0.0585,0.805,95.367,4.629333333,4,3
+"Anwar Khan Manganiyar, Swaroop Khan, Niyaz Khan",Mehandi,9.0,0.54,0.565,5.0,-10.648,1,0.0927,0.427,,0.365,0.396,103.486,3.927866667,4,0
+Lata Mangeshkar,Piya Bina Piya Bina,17.0,0.444,0.399,8.0,-7.673,1,0.0292,0.968,0.00664,0.195,0.521,105.647,4.19955,4,3
+John Diva & the Rockets of Love,American Amadeus,29.0,0.446,0.973,1.0,-4.111,1,0.0539,0.0156,1.81e-06,0.322,0.52,169.998,240840.0,4,10
+Ashley Kutcher,Love You From a Distance,69.0,0.333,0.538,4.0,-8.653,1,0.0325,0.557,,0.0977,0.63,149.377,204000.0,4,9
+Sam Fischer,This City,83.0,0.605,0.377,11.0,-6.213,1,0.0443,0.733,,0.0808,0.519,73.877,194853.0,4,9
+Leaves' Eyes,Chain of the Golden Horn,45.0,0.437,0.984,3.0,-3.071,0,0.172,0.00471,0.0213,0.324,0.331,76.002,240131.0,4,8
+Old Swing,Bruised,25.0,0.748,0.759,8.0,-8.927,1,0.032,0.0066,0.00947,0.161,0.88,129.965,178485.0,4,9
+Natural Child,Out in the Country,49.0,0.425,0.515,2.0,-10.005,1,0.037,0.682,0.0534,0.105,0.814,93.174,174587.0,4,6
+The Police,Every Little Thing She Does Is Magic,74.0,0.558,0.768,2.0,-9.997,1,0.0343,0.121,0.0626,0.124,0.429,81.909,260573.0,4,10
+Desert Sessions,Crucifire,48.0,0.331,0.904,6.0,-6.297,0,0.0407,0.00629,0.275,0.413,0.923,154.675,104611.0,4,8
+Sukhwinder Singh,Taal Se Taal - Western Version,47.0,0.771,0.72,7.0,-11.742,1,0.0867,0.203,0.0011,0.335,0.492,94.968,2.57,4,3
+Dead & Company,"Sugaree - Live at TD Garden, Boston, MA 11/17/17",38.0,0.412,0.46,1.0,-13.222,0,0.0336,0.118,0.411,0.719,0.604,102.135,838157.0,4,10
+Onlap,The Edge,46.0,0.525,0.989,,-2.869,1,0.108,0.000216,1.51e-05,0.384,0.223,102.495,186732.0,4,8
+All Time Low,Missing You,60.0,0.56,0.731,2.0,-6.121,1,0.0281,0.0472,,0.282,0.4,99.978,244824.0,4,10
+The Knocks,R U HIGH (feat. Mallrat),53.0,0.643,0.803,1.0,-6.971,1,0.045,0.00189,0.943,0.145,0.634,121.001,359934.0,4,6
+Sonny Rollins Quartet,Paul's Pal - Rudy Van Gelder Remaster,47.0,0.565,0.212,7.0,-15.718,1,0.0518,0.807,0.252,0.104,0.489,77.386,5.167116667,4,7
+Baby Queen,Internet Religion,41.0,0.592,0.817,3.0,-3.997,1,0.0436,0.0503,,0.209,0.53,124.02,233364.0,4,6
+Karsh Kale,High,22.0,0.296,0.764,6.0,-8.241,1,0.0563,0.118,0.823,0.145,0.113,167.999,2.775066667,4,0
+Kenny Wayne Shepherd,Diamonds & Gold,41.0,0.571,0.852,8.0,-5.752,1,0.0323,0.0418,2.37e-05,0.0527,0.804,92.155,317773.0,4,2
+Andy Kong,Into The Mystic,46.0,0.454,0.43,,-10.657,1,0.04,0.585,0.00043,0.102,0.0703,138.607,2.80591667,5,0
+Polo G,RAPSTAR,89.0,0.789,0.536,6.0,-6.862,1,0.242,0.41,,0.129,0.437,81.039,2.76543333,4,9
+347aidan,Dancing in My Room,82.0,0.98,0.413,8.0,-11.052,0,0.101,0.671,7.95e-05,0.17,0.764,119.993,180139.0,4,5
+Bad Habits,Let It Roll,31.0,0.524,0.977,,-2.723,1,0.0874,0.000462,1.5e-06,0.26,0.415,102.525,154531.0,4,10
+Latto,On God,54.0,0.905,0.528,1.0,-5.116,1,0.0721,0.351,,0.149,0.179,105.99,113238.0,4,5
+Joel Corry,Head & Heart (feat. MNEK) - Acoustic,55.0,0.329,0.392,5.0,-8.441,0,0.0362,0.799,,0.117,0.333,87.664,218526.0,1,9
+And That,At Capacity,18.0,0.718,0.548,9.0,-7.703,1,0.0247,0.288,3.89e-06,0.23,0.349,96.947,150947.0,4,10
+Olivia Rodrigo,"Even When/The Best Part - From ""High School Musical: The Musical: The Series (Season 2)""",73.0,0.522,0.336,,-8.577,1,0.0275,0.714,,0.109,0.566,90.646,106881.0,4,9
+Buddy Guy,Best in Town,24.0,0.586,0.897,,-3.661,1,0.0592,0.233,0.0123,0.0523,0.773,100.133,295747.0,4,2
+Big Spring,Coming Down,42.0,0.355,0.872,3.0,-5.877,1,0.0644,5.28e-05,8.39e-05,0.2,0.208,76.037,242475.0,4,10
+Sports Team,Happy (God’s Own Country),49.0,0.464,0.919,1.0,-2.497,1,0.111,0.00315,0.000497,0.154,0.703,167.865,151588.0,4,1
+The Zombies,She's Not There,63.0,0.523,0.803,4.0,-5.189,0,0.045,0.579,,0.0948,0.898,132.316,145293.0,4,6
+John Mayer,Love on the Weekend,63.0,0.729,0.546,7.0,-9.305,1,0.0285,0.547,0.00287,0.0651,0.406,119.941,3.54378333,4,0
+Moshiko Mor,מה שהיה היה,33.0,0.544,0.519,4.0,-7.536,0,0.0637,0.357,,0.482,0.327,161.891,186890.0,4,9
+David Lee Roth,Somewhere over the Rainbow Bar and Grill,37.0,0.659,0.736,4.0,-7.594,1,0.0345,0.112,0.000112,0.106,0.426,137.461,251340.0,4,10
+Lene Lovich,Bird Song,32.0,0.612,0.562,8.0,-11.215,0,0.0338,0.00918,0.493,0.117,0.497,142.825,268733.0,4,10
+Goat,I Sing in Silence,32.0,0.475,0.719,,-7.684,1,0.0437,0.0562,1.92e-06,0.0669,0.869,88.136,208550.0,3,1
+KennyHoopla,hollywood sucks//,65.0,0.578,0.894,2.0,-4.671,1,0.0593,0.00158,7.51e-06,0.383,0.522,139.99,153040.0,4,1
+Van Halen,Tattoo,37.0,0.497,0.886,2.0,-3.314,1,0.0435,0.00929,9.77e-05,0.198,0.508,100.118,283040.0,4,8
+Fields Of The Nephilim,Moonchild,43.0,0.332,0.823,,-8.09,1,0.0357,0.0118,0.847,0.105,0.454,150.299,340627.0,4,10
+Eleine,Memoriam,45.0,0.559,0.943,1.0,-7.119,0,0.053,2.38e-05,0.00461,0.112,0.146,112.963,375187.0,4,8
+Sarit Hadad,אתה תותח,35.0,0.8,0.851,3.0,-5.077,0,0.0299,0.0845,,0.321,0.818,115.959,210200.0,4,9
+Saweetie,Tap In,77.0,0.954,0.696,10.0,-7.117,0,0.204,0.00576,0.000498,0.0754,0.432,100.036,139413.0,4,5
+Infectzia,פתח תקווה,22.0,0.525,0.66,4.0,-8.17,0,0.0399,0.149,0.0111,0.114,0.289,121.496,215827.0,4,6
+Southern Avenue,"Slipped, Tripped And Fell In Love",19.0,0.693,0.683,9.0,-4.621,0,0.032,0.111,1.34e-05,0.171,0.94,121.817,202747.0,4,2
+Korin Allal,זן נדיר,33.0,0.534,0.656,2.0,-11.192,0,0.0311,0.0142,1.56e-05,0.113,0.384,123.879,287000.0,4,9
+Christie Front Drive,Radio,12.0,0.133,0.691,7.0,-7.003,1,0.0362,0.0149,0.753,0.143,0.184,171.764,228453.0,4,10
+Ramírez Exposure,Exit Times,12.0,0.544,0.899,,-5.081,1,0.0355,0.00588,0.000397,0.112,0.479,126.954,160267.0,4,6
+Kasabian,Club Foot,54.0,0.18,0.915,,-6.855,1,0.0946,0.0224,1.43e-05,0.0929,0.101,94.578,215360.0,1,6
+JC Stewart,Break My Heart - Piano Acoustic,58.0,0.448,0.247,6.0,-10.454,0,0.0466,0.943,3.61e-05,0.109,0.276,134.5,218293.0,4,9
+Black Label Society,The Blessed Hellride,47.0,0.618,0.707,7.0,-7.242,1,0.0372,0.0673,0.00677,0.107,0.434,157.21,272360.0,4,10
+Hydromag,What We Left Behind,33.0,0.531,0.623,4.0,-7.383,1,0.0233,0.0965,0.587,0.164,0.452,100.006,235462.0,4,6
+Yellowcard,Breathing,62.0,0.382,0.932,4.0,-3.726,0,0.0716,3.5e-05,,0.243,0.57,179.581,218707.0,4,10
+Herman Düne,Life on the Run,40.0,0.55,0.755,9.0,-7.64,1,0.0903,0.0572,1.27e-06,0.14,0.614,88.171,271000.0,4,6
+Yossi Elephant,הנה היא באה,17.0,0.323,0.525,2.0,-13.084,1,0.0382,0.621,0.604,0.104,0.081,84.033,256387.0,4,10
+Cast,Walkaway,53.0,0.467,0.481,11.0,-10.17,1,0.0233,0.034,0.0102,0.106,0.328,80.043,231733.0,4,6
+Thornetta Davis,Try To Remember,10.0,0.377,0.808,7.0,-7.116,1,0.0373,0.00623,0.13,0.523,0.67,92.853,253627.0,4,2
+Rostam,Under Control,47.0,0.606,0.338,1.0,-11.33,1,0.026,0.953,0.178,0.109,0.201,77.943,197507.0,4,6
+Alestorm,Keelhauled,54.0,0.477,0.965,10.0,-3.245,0,0.155,0.000706,1.03e-06,0.301,0.584,110.015,222253.0,4,8
+Joe Diffie,Pickup Man,61.0,0.709,0.757,7.0,-7.006,1,0.0408,0.434,,0.336,0.852,140.664,3.61155,4,4
+Vader,Fight Fire With Fire,43.0,0.404,0.996,6.0,-2.738,1,0.141,4.34e-06,0.162,0.303,0.185,187.018,245853.0,4,8
+Nmesh,New Jack City,27.0,0.443,0.974,11.0,-5.784,0,0.0678,0.000847,0.868,0.789,0.571,196.766,87865.0,4,6
+The Beta Band,Dry The Rain,58.0,0.593,0.626,4.0,-11.287,1,0.0317,0.0931,0.166,0.218,0.753,150.483,366827.0,4,6
+Angie Martinez,Take You Home (feat. Kelis),37.0,0.595,0.639,7.0,-3.159,1,0.275,0.0663,,0.0588,0.7,95.912,233227.0,4,5
+JUMBO,Chump,25.0,0.381,0.597,2.0,-8.669,1,0.0313,0.521,0.000247,0.203,0.463,174.108,274764.0,4,6
+Emily Burns,Is It Just Me? (feat. JP Cooper) (Acoustic),50.0,0.574,0.345,4.0,-7.868,1,0.0761,0.674,,0.0875,0.403,137.665,213107.0,4,9
+NewDad,Slowly,45.0,0.597,0.762,9.0,-8.199,0,0.0321,0.189,0.537,0.0821,0.566,121.993,185813.0,4,10
+Russian Circles,Arluck,40.0,0.299,0.666,4.0,-7.244,0,0.0419,0.00191,0.81,0.111,0.24,85.404,393027.0,4,8
+Burna Boy,Kilometre,68.0,0.724,0.806,9.0,-3.993,1,0.175,0.054,,0.053,0.449,102.924,152824.0,4,5
+Clever,Call Me Nobody (feat. Lil Wayne & Isaiah Lyric),52.0,0.685,0.573,5.0,-7.085,0,0.051,0.208,2.11e-06,0.12,0.182,113.876,221485.0,4,5
+Ballroom Jazz Collective,The Old Country,37.0,0.612,0.264,,-14.132,1,0.0339,0.723,0.26,0.371,0.5,131.611,3.643183333,4,7
+Haya Miller,שמועה,6.0,0.35,0.829,2.0,-5.694,1,0.0681,0.155,,0.483,0.435,122.361,165314.0,4,6
+Faith No More,Ashes to Ashes,55.0,0.572,0.81,,-7.407,1,0.0274,8.52e-05,0.000138,0.0998,0.313,98.459,216200.0,4,8
+The Beatles,Here Comes The Sun - Remastered,,0.557,0.54,9.0,-10.484,1,0.0347,0.0339,0.00248,0.179,0.394,129.171,3.09555,4,0
+Ost+Front,Ikarus,39.0,0.505,0.954,5.0,-4.276,0,0.033,0.000395,0.00745,0.421,0.616,149.997,211294.0,4,8
+Little Simz,Woman,65.0,0.531,0.648,1.0,-7.638,1,0.209,0.712,0.000191,0.0973,0.799,86.739,269413.0,4,5
+Twin Shadow,Johnny & Jonnie,48.0,0.64,0.902,8.0,-3.822,1,0.0437,0.0198,0.00094,0.105,0.847,87.033,169267.0,4,6
+PÆRISH,Undone,31.0,0.466,0.877,3.0,-6.253,1,0.0535,0.00104,0.515,0.2,0.223,121.041,218288.0,4,10
+Paul McCartney,Junk - Remastered 2011,51.0,0.712,0.0862,9.0,-17.696,1,0.0325,0.814,0.000259,0.191,0.315,90.666,115293.0,3,10
+Moshiko Mor,טיפוס של חורף,36.0,0.739,0.494,11.0,-7.889,0,0.0482,0.455,,0.0971,0.565,135.986,189044.0,4,9
+Mohammed Rafi,Pardah Hai Pardah - From 'Amar Akbar Anthony' / Soundtrack Version,32.0,0.379,0.741,2.0,-8.546,1,0.165,0.684,,0.336,0.578,87.618,7.987116667,4,3
+spookyghostboy,yr face,42.0,0.464,0.576,9.0,-8.315,1,0.0343,0.477,0.968,0.118,0.0666,143.931,275172.0,4,6
+Pearl Jam,Just Breathe,69.0,0.473,0.348,,-11.1,1,0.0288,0.721,7.42e-05,0.0823,0.283,107.819,215853.0,4,10
+Scott McKeon,Take Me Back,34.0,0.688,0.464,5.0,-9.119,0,0.0317,0.448,0.0636,0.0987,0.401,91.985,336920.0,4,2
+Lou Phelps,Supersexe Freestyle,42.0,0.836,0.726,4.0,-5.066,0,0.182,0.119,,0.105,0.902,144.995,227760.0,4,1
+Dio,Holy Diver,66.0,0.473,0.783,10.0,-10.671,0,0.0869,0.0125,0.475,0.268,0.124,91.976,340640.0,4,8
+Valravn,Sjón,39.0,0.323,0.515,8.0,-9.314,1,0.0289,0.484,0.892,0.0733,0.0366,126.689,274867.0,4,8
+Mo Lowda & the Humble,Pearls,42.0,0.569,0.743,,-6.947,0,0.0504,0.0492,0.00176,0.13,0.767,81.501,208402.0,4,10
+John Mellencamp,Pink Houses - Bonus Track,36.0,0.692,0.112,7.0,-10.944,1,0.0428,0.678,,0.197,0.429,109.849,224867.0,4,10
+Wavy Trees,I Wanna Go Out,22.0,0.489,0.975,7.0,-3.861,1,0.122,2.58e-05,0.000155,0.322,0.461,158.014,156097.0,4,10
+C. Diab,Love,62.0,0.709,0.57,4.0,-9.574,0,0.352,0.9,,0.0784,0.605,80.003,150073.0,4,6
+The Jackson 5,"I'll Be There - Live at the Forum, 1972",22.0,0.511,0.643,5.0,-5.737,1,0.0287,0.137,8.22e-05,0.201,0.604,83.005,4.06355,4,9
+Lost Stars,Here's To Being Single,52.0,0.587,0.788,1.0,-6.198,1,0.311,0.00969,6.17e-05,0.0459,0.821,111.276,175405.0,4,9
+archipiélagos,minet,32.0,0.376,0.837,2.0,-6.927,1,0.0555,7.8e-05,0.199,0.212,0.224,115.859,225335.0,4,10
+namesbliss,Levels,31.0,0.82,0.658,1.0,-7.197,1,0.151,0.0289,,0.244,0.647,141.956,145352.0,4,5
+Creedence Clearwater Revival,Fortunate Son,81.0,0.64,0.663,,-7.516,1,0.0374,0.201,0.00806,0.152,0.663,132.77,2.34621667,4,10
+Joy Division,Disorder - 2007 Remaster,69.0,0.32,0.798,10.0,-7.078,0,0.124,0.00033,0.692,0.176,0.74,84.696,209040.0,4,1
+Lowertown,Tourist Trap,32.0,0.516,0.698,,-8.008,1,0.031,0.00741,0.0087,0.575,0.227,84.014,181397.0,4,6
+ENOX,Stacker,38.0,0.515,0.974,6.0,-3.211,1,0.047,2.61e-05,0.000466,0.252,0.856,145.891,204010.0,4,8
+The Devil Wears Prada,Still Fly,53.0,0.365,0.923,2.0,-4.459,0,0.139,0.00103,,0.391,0.203,177.988,295227.0,4,8
+Rob Barron,A Time For Love,48.0,0.475,0.104,7.0,-21.265,0,0.0365,0.932,0.941,0.0966,0.122,115.003,6.479116667,4,7
+Neurosis,Locust Star,41.0,0.29,0.717,9.0,-9.439,0,0.0556,2.71e-05,0.816,0.706,0.236,110.271,348640.0,4,8
+Every Time I Die,Wanderlust,43.0,0.259,0.952,10.0,-4.175,1,0.134,0.00019,,0.405,0.212,107.977,250307.0,3,8
+Muse,"Hungry Like the Wolf - Recorded Live at AIR Studios, London",54.0,0.51,0.963,,-3.659,1,0.0422,0.00111,,0.743,0.732,129.035,189249.0,4,10
+Laurence Guy,Mutual Excitement is a Wonderful Thing,43.0,0.683,0.47,11.0,-15.561,1,0.0494,0.0268,0.827,0.11,0.205,128.02,293709.0,4,6
+The xx,Angels,65.0,0.424,0.157,9.0,-18.141,1,0.0428,0.95,0.0593,0.101,0.342,91.537,171653.0,4,6
+Hussy,I Tried,32.0,0.604,0.515,2.0,-6.242,1,0.0247,0.0176,1.58e-05,0.113,0.416,106.99,210365.0,4,6
+A1 x J1,Latest Trends (feat. Aitch) - Remix,74.0,0.654,0.491,10.0,-11.715,0,0.252,0.0809,,0.369,0.807,142.037,158000.0,4,5
+Audio Two,Top Billin - Acapella,41.0,0.913,0.351,10.0,-13.57,0,0.354,0.0102,,0.401,0.727,91.499,175707.0,4,5
+"Martin Landström, Gustav Lundgren",Think Forward,47.0,0.52,0.219,7.0,-13.53,1,0.037,0.929,0.356,0.121,0.158,115.459,4.5052,4,7
+Digga D,Bringing It Back,69.0,0.848,0.758,2.0,-6.866,1,0.31,0.252,,0.363,0.816,143.032,190938.0,4,5
+Freddie King,Going Down - Remastered,40.0,0.555,0.669,9.0,-7.46,0,0.0311,0.0459,0.000521,0.105,0.691,167.652,202600.0,4,2
+The Beta Band,Dry the Rain,58.0,0.593,0.626,4.0,-11.287,1,0.0317,0.0931,0.166,0.218,0.753,150.483,366827.0,4,10
+System Of A Down,Snowblind,37.0,0.394,0.852,8.0,-7.449,1,0.0742,0.00533,0.449,0.35,0.553,148.188,280293.0,4,8
+Besphrenz,better off alone,45.0,0.621,0.799,8.0,-10.119,1,0.0648,0.0668,0.0266,0.111,0.739,157.925,198228.0,4,6
+Within Temptation,Entertain You,55.0,0.559,0.878,1.0,-4.341,0,0.0403,0.000471,2.19e-06,0.218,0.597,137.114,211045.0,4,8
+Pale Saints,Sight of You,46.0,0.459,0.465,7.0,-13.564,1,0.0388,0.11,0.259,0.0915,0.117,123.94,337600.0,4,10
+L.A. Guns,All That You Are,28.0,0.504,0.907,,-3.287,0,0.0641,0.00133,3.61e-06,0.187,0.275,126.991,219211.0,4,8
+Snow,Informer,64.0,0.763,0.742,6.0,-10.975,0,0.188,0.0984,,0.38,0.483,98.145,268910.0,4,9
+Lionel Richie,Easy - Live In Paris,27.0,0.432,0.885,1.0,-4.555,1,0.104,0.371,,0.928,0.35,143.858,7.416,4,9
+Aluna,Trouble - Spotify Singles,62.0,0.737,0.615,8.0,-7.971,1,0.0682,0.0516,0.00219,0.0954,0.717,109.992,170087.0,4,9
+LunchMoney Lewis,Ocean (feat. Meghan Trainor),64.0,0.574,0.31,8.0,-10.547,1,0.0376,0.813,1.07e-05,0.111,0.279,99.043,216402.0,4,9
+Westlife,To Be Loved,,0.518,0.356,3.0,-8.321,1,0.0286,0.259,,0.108,0.135,82.054,3.322216667,4,9
+Pink Sweat$,Heaven,66.0,0.78,0.389,6.0,-8.877,0,0.0776,0.491,0.00242,0.0699,0.188,121.919,169749.0,3,9
+Stone Sour,Bother,66.0,0.272,0.281,1.0,-7.634,1,0.0287,0.388,2.29e-05,0.158,0.141,89.914,240400.0,4,10
+Ehud Banai,הכנאפה מתוקה,23.0,0.495,0.176,7.0,-15.763,1,0.0338,0.751,0.00142,0.0854,0.154,129.149,329000.0,4,10
+Life Of Agony,Love to Let You Down,39.0,0.259,0.971,5.0,-3.243,1,0.154,0.00128,,0.21,0.732,184.341,220173.0,4,8
+J. Cole,m y . l i f e (with 21 Savage & Morray),86.0,0.597,0.587,7.0,-7.026,0,0.137,0.0622,,0.214,0.0753,140.021,218802.0,4,9
+Modern Color,Pale,41.0,0.241,0.728,8.0,-4.92,1,0.043,0.000242,0.00131,0.124,0.366,77.499,190672.0,4,10
+Spiritbox,Constance,58.0,0.338,0.673,6.0,-7.67,0,0.0459,0.00344,0.129,0.211,0.132,112.255,270416.0,4,8
+Natalie Oaks,One of A Kind,27.0,0.715,0.522,8.0,-9.451,0,0.0945,0.708,,0.118,0.503,82.003,240026.0,4,9
+Quixotic,Highway Violence,34.0,0.62,0.694,9.0,-9.496,0,0.0663,0.0409,0.937,0.0996,0.109,125.031,332000.0,4,6
+Crash Kings,Mountain Man,48.0,0.525,0.923,2.0,-5.217,0,0.0929,0.0265,7.47e-05,0.454,0.668,155.114,197093.0,4,10
+Omer Adam,אף אחד לא יושב פה,37.0,0.78,0.684,8.0,-5.55,0,0.0657,0.308,5.52e-05,0.105,0.778,95.035,216027.0,4,9
+CHIKA,SAVE YOU,46.0,0.556,0.516,10.0,-5.977,0,0.371,0.476,0.000191,0.138,0.589,90.977,129720.0,4,5
+Future Utopia,Children Of The Internet - Ezra Collective Remix,49.0,0.514,0.638,,-5.033,1,0.0861,0.0204,0.0704,0.327,0.521,173.628,353347.0,4,5
+Eden Ben Zaken,לזאת שניצחה,34.0,0.497,0.663,7.0,-3.813,0,0.0381,0.164,,0.257,0.0661,149.744,239680.0,4,9
+The Cold Stares,I Was A Fool,42.0,0.571,0.919,7.0,-6.568,1,0.0719,0.00171,,0.227,0.321,121.01,203667.0,4,10
+KALEO,Hot Blood,63.0,0.325,0.903,2.0,-3.173,1,0.117,0.00327,6.13e-06,0.0962,0.401,148.446,218600.0,4,10
+Rosario,Te lo Juro Yo,29.0,0.73,0.404,,-9.225,1,0.0389,0.404,,0.308,0.425,97.926,185027.0,4,9
+Sigala,Just Got Paid,64.0,0.732,0.922,6.0,-1.829,0,0.0975,0.0348,,0.146,0.589,120.033,218250.0,4,9
+The Apple Pie Motherhood Band,Grandmother Hooker,15.0,0.462,0.791,9.0,-11.879,1,0.0937,0.257,0.0203,0.251,0.59,77.977,180880.0,4,2
+Vishal Mishra,Kaise Hua,65.0,0.37,0.467,2.0,-6.973,1,0.0411,0.442,,0.109,0.162,137.796,3.912033333,4,3
+The Jesus and Mary Chain,Just Like Honey,64.0,0.341,0.552,8.0,-10.503,1,0.0423,8.02e-05,0.616,0.0591,0.486,121.361,182493.0,4,1
+Oblivians,Christina,24.0,0.26,0.997,9.0,-3.877,1,0.145,0.0174,0.733,0.158,0.216,173.717,119027.0,4,2
+BarbWalters,Girl Like You,29.0,0.663,0.819,5.0,-5.046,0,0.185,0.528,4.31e-05,0.527,0.797,120.057,201482.0,4,6
+