diff --git a/readme.md b/readme.md index 0eec6bb..2ef6d9b 100644 --- a/readme.md +++ b/readme.md @@ -23,10 +23,15 @@ chronologically. - [University Course Programs](#university-course-programs) - __[Selected Papers With Reproducibility Packages](#selected-papers)__ - __[Software](#software)__ - - [R](#R) + - [Excel](#excel) + - [Julia](#julia) - [Python](#python) + - [R](#R) + - [SAS](#sas) + - [Standalone](#standalone) - [Stata](#stata) - + - [Web](#web) +- __[Data and Materials](#data-and-materials)__ - __[Miscellaneous](#miscellaneous)__ - [GitHub Organizations](#github-organizations) - __[Relevant Awesome Lists](#relevant-awesome-lists)__ @@ -37,17 +42,24 @@ chronologically. > Entries are ordered chronologically. +- [Methods and Materials of Demography](https://www.google.com/books/edition/_/DRpWZlKIqwoC?hl=en&gbpv=0), by Shryock, H. S., & Siegel, J. S. (1980) - [Demography: Measuring and Modeling Population Processes](https://books.google.de/books/about/Demography.html?id=xlv2H6LpNAwC), by Preston, S., Heuveline, P., & Guillot, M. (2000) +- [Population Estimation Bibliography & Glossary](https://github.com/AppliedDemogToolbox/Swanson_PopulationEstimationBibliography/raw/main/PopEstBiblio_Swanson.pdf), by Swanson, D. (2009) +- [Demographic Methods for the Statistical Office](http://share.scb.se/ov9993/data/publikationer/statistik/_publikationer/ov9999_2009a01_br_x103br0902.pdf), by Hartmann, M. (2009) - [Essential Demographic Methods](https://www.hup.harvard.edu/books/9780674045576), by Wachter, K. W. (2014) +- [A checklist for reviewing draft population projections](https://www.researchgate.net/publication/317040767_A_checklist_for_reviewing_draft_population_projections), by Wilson, T. (2017) +- [United Nations Demographic Manuals](https://web.archive.org/web/20180605173207/http://www.un.org/en/development/desa/population/publications/manual/), by United Nations (2017) -### Online books +### Online Books > Entries are ordered chronologically. +- [Tools for Demographic Estimation](http://demographicestimation.iussp.org/) by International Union for the Scientific Study of Population (IUSSP) (2012) +- [Introduction to Small Area Estimation Techniques: A Practical Guide for National Statistics Offices](https://www.adb.org/publications/small-area-estimation-guide-national-statistics-offices) by Asian Development Bank (2020) +- [Analyzing US Census Data: Methods, Maps, and Models in R](https://walker-data.com/census-r/index.html) by Walker, K. (2022) - [Research Methods in Demography at the University of Washington](https://hanowell.github.io/uwsoc533a/index.html) by Hanowell, B. (2022) -- [Applied Demographic Data Analysis](https://coreysparks.github.io/appdem_Book/) by Applied Demographic Data Analysis (2023) - [The Epidemiologist R Handbook](https://epirhandbook.com/en/) by The Epidemiologist R Handbook (2024) -- [Demographic methods for the Statistical office](https://share.scb.se/ov9993/data/publikationer/statistik/_publikationer/ov9999_2009a01_br_x103br0902.pdf) by Hartmann, M. (2009) +- [Applied Demographic Data Analysis](https://coreysparks.github.io/appdem_Book/) by Sparks C. S. (2026) ## Education @@ -59,11 +71,11 @@ chronologically. > See also the [Software](#software) section for material on software tools. Ordered alphabetically. +- [Demographic Methods Course Materials](https://grodri.github.io/demography/) by Germán Rodríguez (2022) - [Ernesto Amaral's 2025 course](https://www.ernestoamaral.com/soci633-25spring.html) - [LSHTM course on Introduction to Demographic Methods and Population Analysis](https://open.lshtm.ac.uk/mod/resource/view.php?id=7416) - [Monica Alexander's 2025-2026 course](https://github.com/MJAlexander/soc6708) University of Toronto, Canada - [University of California (UC) Berkeley's formal demography workshop](https://populationsciences.berkeley.edu/population-center/annual-workshop-on-formal-demography/berkeley-formal-demography-workshop-2024/) -- [Statistics and Population](https://grodri.github.io/demography/) by Germán Rodríguez (2022) ### Videos and Lectures @@ -105,33 +117,101 @@ chronologically. - [Analyzing the young adult mortality hump in R with MortHump](https://doi.org/10.4054/MPIDR-TR-2018-003) by Remund, A., Camarda, C. G., & Riffe, T. (2018) - [Forecast accuracy hardly improves with method complexity when completing cohort fertility](https://doi.org/10.1073/pnas.1722364115) by Bohk-Ewald, C., Li, P., & Myrskylä, M. (2018) - [Reproducible materials for “APC Curvature Plots: Displaying Nonlinear Age-Period-Cohort Patterns on Lexis Plots.”](https://osf.io/5bmyz/) by Acosta, E. (2019) +- [IRS County-to-County Migration Data, 1990 to 2010, Replication Code](https://github.com/mathewhauer/irs-migration-replication) by Hauer, M., & Byars, J. (2019) +- [e0_social_disparities_nfhs: Code for Life Expectancy Disparity Analysis with the Indian NFHS](https://github.com/lekhajokha/e0_social_disparities_nfhs) by Gupta, A., & Sudharsanan, N. (2022) +- [World Mortality Dataset](https://github.com/akarlinsky/world_mortality) by Karlinsky, A., & Kobak, D. (2025) ## Software > Focus on publicly available tools, packages and software for demographic methods, preferably or only open source material. Ordered alphabetically (from second item onwards). +### Excel + +> Ordered alphabetically. + +- [Age Preference Measures (Whipple's and Myers' Indexes)](https://github.com/AppliedDemogToolbox/AgorastakisMichou_Tools/raw/master/IndexesOfAgePreference.xlsx) by Agorastakis, M., & Michou, Z. (2012) +- [American Community Survey Calculator](https://github.com/AppliedDemogToolbox/OKCommerce_ACSCalculator/raw/master/ACS_Calculator.xlsx) by Oklahoma Department of Commerce (2011) +- [American Community Survey Statistical Testing Tool](https://www.census.gov/programs-surveys/acs/guidance/statistical-testing-tool.html) by US Census Bureau (2016) +- [API2Excel: Retrieve data from the Census Bureau API in Excel](https://pad.human.cornell.edu/tools/API2Excel/) by Vink, J., & Reynolds, L. (2025) +- [Calculating Migration Expectancy Using ACS Data](https://www.census.gov/topics/population/migration/guidance/calculating-migration-expectancy.html) by US Census Bureau (2012) + +- [Direct and Indirect Standardization](https://github.com/AppliedDemogToolbox/AgorastakisMichou_Tools/raw/master/DirectAndIndirectStandardization.xlsx) by Agorastakis, M., & Michou, Z. (2012) +- [Implied Total Fertility Rate Calculator](https://github.com/AppliedDemogToolbox/HauerBakerBrown_ImpliedTFR/raw/master/ITFR.xlsx) by Hauer, M., Baker, J., & Brown, W. (2014) + +- [MAPE-R Calculation Spreadsheet](https://github.com/AppliedDemogToolbox/MAPE-R/raw/refs/heads/master/MAPE-RTemplate10000Records_TomBryan.xlsm) by Bryan, T. (2011) +- [Median Age Calculation Spreadsheet](https://github.com/AppliedDemogToolbox/Wilson_MedianAge/raw/master/MedianAge_TomWilson.xlsx) by Wilson, T. (2011) +- [Median Calculation Spreadsheet](https://github.com/AppliedDemogToolbox/DoigHoyerHoyer_MedianCalculator/raw/master/MedianGroupingFormula.xls) by Doig, S., Hoyer, B., & Hoyer, M. (2011) +- [Model Migration Schedule Fitting Example](https://figshare.com/articles/Model_Migration_Schedule_fitting_example/12415475) by Wilson, T. (2020) +- [PAS: Population Analysis System](https://www.census.gov/data/software/pas.html) by US Census Bureau (2011) +- [Percentile (Median) Calculation Spreadsheet](https://github.com/AppliedDemogToolbox/Dunstan_PercentileCalculator/raw/master/Percentiles.xls) by Dunstan, K. (2011) +- [Population Pyramids and Age Measures](https://github.com/AppliedDemogToolbox/AgorastakisMichou_Tools/raw/master/PopulationPyramidsAndBasicPopulationStructureMeasures.xlsx) by Agorastakis, M., & Michou, Z. (2012) +- [PRB Population Pyramid Spreadsheets](https://github.com/AppliedDemogToolbox/ExcelPyramids/raw/master/ExcelPyramids.zip) by Population Reference Bureau (2011) +- [Recode In Excel](https://github.com/AppliedDemogToolbox/AgorastakisMichou_Tools/raw/master/RecodeInExcel.xlsx) by Agorastakis, M., & Michou, Z. (2012) +- [Subnational Projections Toolkit (SPToolkit)](https://www.census.gov/data/software/sp-toolkit.html) by US Census Bureau (2017) +- [XlXtrFun: Extra Functions for Microsoft Excel](http://www.xlxtrfun.com/) by XlXtrFun (2011) + +### Julia + +> Ordered alphabetically. + +- [HMD.jl: Human Mortality Database Access in Julia](https://github.com/patrickm663/HMD.jl) by Moehrke, P. (2024) + + +### Python + +- [Awesome Python](https://github.com/vinta/awesome-python) (other lists: [1](https://github.com/kirang89/pycrumbs), [2](https://github.com/svaksha/pythonidae), [3](https://github.com/trekhleb/learn-python)) for general resources in Python +- [Brass Relational Gompertz Fertility Model Code](https://github.com/AppliedDemogToolbox/Hunsinger_BrassRelationalGompertz/blob/master/BrassRelationalGompertzCode.ipynb) by Hunsinger, E. (2011) +- [Brass Relational Logit Mortality Model Code](https://github.com/AppliedDemogToolbox/Hunsinger_BrassRelationalLogit/blob/master/BrassRelationalLogitCode.ipynb) by Hunsinger, E. (2011) +- [Cacrespo/pylexis](https://github.com/cacrespo/pylexis) by Crespo, C. A. (2024) +- [ipumspy](https://ipumspy.readthedocs.io/en/latest/) by ipums (2021) +- [Period Life Table Code](https://github.com/AppliedDemogToolbox/StanfordCourseLifeTable/blob/master/StanfordCourseLifeTableCode.ipynb) by Stanford Formal Demography Workshop (2011) +- [PyCCM: cohort component based projections](https://github.com/crahal/PyCCM) +- [Solving Actuarial Math with Python](https://actuarialmath-guide.readthedocs.io/en/latest/README.html) by Terence Lim + ### R - [Awesome R](https://github.com/qinwf/awesome-R) for general resources in R - [Alysonvanraalte/LifeIneq](https://github.com/alysonvanraalte/LifeIneq) by Raalte, A. van. (2025) +- [Basic Population Projection Code](https://raw.githubusercontent.com/AppliedDemogToolbox/Hunsinger_BasicProjection/master/BasicProjectionCode.R) by Hunsinger, E. (2011) - [Bayesian Probabilistic Projection of International Migration](https://doi.org/10.1007/s13524-015-0415-0) by Azose, J. J., & Raftery, A. E. (2015) - [bayesPop: Probabilistic Population Projections](https://doi.org/10.18637/jss.v075.i05) by Ševčíková, H., & Raftery, A. E. (2016) - [biogrowth: Modelling of Population Growth](https://cran.r-project.org/web/packages/biogrowth/index.html) by Garre, A., Koomen, J., Besten, H. den, & Zwietering, M. (2025) +- [Brass Relational Gompertz Fertility Model Code](https://github.com/AppliedDemogToolbox/Hunsinger_BrassRelationalGompertz/raw/master/BrassRelationalGompertzCode.R) by Hunsinger, E. (2011) +- [Brass Relational Logit Mortality Model Code](https://github.com/AppliedDemogToolbox/Hunsinger_BrassRelationalLogit/raw/master/BrassRelationalLogitCode.R) by Hunsinger, E. (2011) - [Christiandudel/dtms [R]](https://github.com/christiandudel/dtms) by Dudel, C. (2026) +- [County Characteristics Graphing Code](https://github.com/AppliedDemogToolbox/Howell_CountyCharacteristicsGraphing/raw/master/CountyCharacteristicsGraphing.zip) by Howell, D. (2014) - [DemoDecomp: Decompose Demographic Functions](https://cran.r-project.org/web/packages/DemoDecomp/index.html) by Riffe, T. (2024) - [demogR: Analysis of Age-Structured Demographic Models](https://cran.r-project.org/web/packages/demogR/index.html) by Jones, J. H., & Oeppen, J. (2018) - [demography: Forecasting Mortality, Fertility, Migration and Population Data](https://cran.r-project.org/web/packages/demography/index.html) by Hyndman, R., Booth, H., Tickle, L., Maindonald, J., Wood, S., & R Core Team. (2025) - [DemoKin: Estimate Population Kin Distribution](https://cran.r-project.org/web/packages/DemoKin/index.html) by Williams, I., Alburez-Gutierrez, D., Song, X., & Hal, C. (2023) - [DemoTools](https://timriffe.github.io/DemoTools/index.html) by Riffe, T. (2025) +- [Employment-Based Population and Housing Projection Code](https://raw.githubusercontent.com/AppliedDemogToolbox/Hunsinger_EmplPopHousProj/master/ForecastScript.R) by Hunsinger, E. (2014) +- [Get USA Mortality Data](https://github.com/sinafala/usa-mortality) by Clark, S. (2019) +- [Hamilton-Perry Projection with Components and Stable Population Information Code](https://raw.githubusercontent.com/AppliedDemogToolbox/Hunsinger_CCRStable/master/CCRStable.R) by Hunsinger, E. (2020) +- [HMD2R: Human Mortality Database Data Grabber](https://github.com/AppliedDemogToolbox/Boe_HMD2R/raw/master/HMD2R.R) by Boe, C. (2012) - [HMDHFDplus: Read Human Mortality Database and Human Fertility Database Data from the Web](https://cran.r-project.org/web/packages/HMDHFDplus/index.html) by Riffe, T., Boe, C., Hilton, J., Goldstein, J., Holzman, S., & Yoo, S. H. (2025) +- [Iterative Proportional Fitting R Code](https://github.com/AppliedDemogToolbox/IPF_R/raw/master/IPF.zip) by Tomlinson, N., & Hunsinger, E. (2011) +- [ipumsr: An R Interface for Downloading, Reading, and Handling IPUMS Data](https://cran.r-project.org/web/packages/ipumsr/) by Ellis, G. F., Burk, D., Roberts, F., Grover, J., Ehrlich, D., Rodgers, R., & Innovation, I. for S. R. and D. (2026) +- [Kannisto Extrapolation of Mortality Rates to Oldest Ages (Kannisto.R)](https://bonecave.schmert.net/Kannisto.html) by Schmertmann, C. (2022) - [LexisPlotR: Plot Lexis Diagrams for Demographic Purposes](https://cran.r-project.org/web/packages/LexisPlotR/index.html) by Ottolinger, P., & Smilde-Becker, M. (2020) +- [Median Age Calculation Code](https://github.com/AppliedDemogToolbox/Hunsinger_MedianAge/raw/master/MedianAge.R) by Hunsinger, E. (2011) - [migest: Tools for Estimating, Measuring and Working with Migration Data](https://cran.r-project.org/web/packages/migest/index.html) by Abel, G. J. (2025) +- [Migration Indices](http://cran.r-project.org/web/packages/migration.indices/) by Daróczi, G. (2014) +- [Model Migration Schedule Fitting R Code](https://raw.githubusercontent.com/AppliedDemogToolbox/Hunsinger_MMSRCode/master/MMSRCode.R) by Hunsinger, E. (2018) +- [Modeling and Mapping of Brazil's Fertility Transition](http://schmert.net/BayesLogistic/) by Potter, J., Schmertmann, C., Assunção, R., Cavenaghi, S., & Jakobi, G. (2010) +- [MortCast: Estimation and Projection of Age-Specific Mortality Rates](https://cran.r-project.org/web/packages/MortCast/) by Ševčíková, H., Li, N., & Gerland, P. (2021) +- [Period Life Table Code](https://github.com/AppliedDemogToolbox/StanfordCourseLifeTable/raw/master/StanfordCourseLifeTableCode.R) by Stanford Formal Demography Workshop (2011) - [popdemo: Demographic Modelling Using Projection Matrices](https://cran.r-project.org/web/packages/popdemo/index.html) by Stott, I., Hodgson, D., Townley, S., & Ellner, S. (2026) +- [Population Pyramid Code (three variables)](https://github.com/CescRf/population-PYRAMID-WITH-A-DECOMPOSITION-FOR-THREE-VARIABLES) by Cristancho, C. (2020) +- [Quadratic Spline Interpolation of Fertility Schedules](https://htmlpreview.github.io/?https://raw.githubusercontent.com/schmert/Quadratic-splines/master/docs/QS_examples.html) by Schmertmann, C. (2011) +- [Ratio-Correlation Population Estimates Code](https://github.com/AppliedDemogToolbox/Hunsinger_RatioCorrelationEstimates/raw/master/RCScript.R) by Hunsinger, E. (2011) - [rcbayes: Estimate Rogers-Castro Migration Age Schedules with Bayesian Models](https://cran.r-project.org/web/packages/rcbayes/) by Yeung, J., Alexander, M., & Riffe, T. (2022) - [Rcompadre: Utilities for using the “COM(P)ADRE” Matrix Model Database](https://cran.r-project.org/web/packages/Rcompadre/index.html) by Barks, P., Buss, D., Salguero-Gomez, R., Stott, I., Petry, W. K., James, T., … Levin, S. (2026) -- [rsocsim: SOCSIM](https://cran.r-project.org/web/packages/rsocsim/index.html) by Theile [aut, T., cre, cph, Alburez-Gutierrez, D., Snyder, M., & Calderón-Bernal, L. P. (2026) +- [rsocsim: SOCSIM](https://cran.r-project.org/web/packages/rsocsim/index.html) by Theile T., Alburez-Gutierrez, D., Snyder, M., & Calderón-Bernal, L. P. (2026) +- [Schmertmann's Calibrated Spline Fertility Estimation](http://calibrated-spline.schmert.net/REBEP/) by Schmertmann, C. (2013) +- [Stochastic Population Forecast Code](https://github.com/AppliedDemogToolbox/Hunsinger_StochasticForecast/raw/master/ForecastScript_AK.R) by Hunsinger, E. (2011) - [tidycensus: Load US Census Boundary and Attribute Data as “tidyverse” and ’sf’-Ready Data Frames](https://cran.r-project.org/web/packages/tidycensus/) by Walker, K., Herman, M., & Eberwein, K. (2026) - [TwoTimeScales: Analysis of Event Data with Two Time Scales](https://cloud.r-project.org/web/packages/TwoTimeScales/index.html) by Carollo, A., Eilers, P. H. C., & Gampe, J. (2026) - [ungroup: Penalized Composite Link Model for Efficient Estimation of Smooth Distributions from Coarsely Binned Data](https://cran.r-project.org/web/packages/ungroup/index.html) by Pascariu, M. D., Rizzi, S., Schoeley, J., & Danko, M. J. (2024) @@ -139,20 +219,83 @@ chronologically. - [wcde: Download Data from the Wittgenstein Centre Human Capital Data Explorer](https://cran.r-project.org/web/packages/wcde/index.html) by Abel, G. J., K.C, S., Potancokova, M., Reiter, C., Tamburini, A., & Yildiz, D. (2024) +### SAS -### Python +> Ordered alphabetically. + +- [Constraining Arrays SAS Code](https://sourceforge.net/projects/constrainingarrays/) by Coleman, C. (2016) +- [Iterative Proportional Fitting Macro](https://github.com/AppliedDemogToolbox/Sprague_IPFSAS/raw/master/ipf2way.sas) by Sprague, W. (2011) +- [Life Table Smoothing Macro](https://github.com/AppliedDemogToolbox/Hulikova_LTEstSmooth/raw/master/SMOOTH32.sas) by Hulíková, K. (2012) +- [MAPE-R Calculation Code](https://github.com/AppliedDemogToolbox/MAPE-R/raw/master/mape-r.sas) by Coleman, C. (2011) + + +### Standalone + +> Ordered alphabetically. + +- [BAZI: Calculation of Allocations by Apportionment Methods](https://www.math.uni-augsburg.de/htdocs/emeriti/pukelsheim/bazi/) by Pukelsheim, F. (University of Augsburg) (2012) +- [Census and Survey Processing System (CSPro)](https://www.census.gov/data/software/cspro.html) by US Census Bureau (2010) +- [Demographic Analysis & Population Projection System (DAPPS) Software](https://www.census.gov/data/software/dapps.html) by US Census Bureau (2017) + + + +- [MORTPAK: United Nations Software Package for Mortality Measurement](https://www.un.org/development/desa/pd/content/mortpak-UN-software-package-mortality-measurement) by United Nations (2017) +- [Rural Urban Projection (RUP) Software](https://www.census.gov/data/software/rup.html) by US Census Bureau (2010) +- [Spectrum: Policy Models (including "DemProj")](https://www.avenirhealth.org/software-spectrum.php) by Avenir Health (2011) -- [Awesome Python](https://github.com/vinta/awesome-python) (other lists: [1](https://github.com/kirang89/pycrumbs), [2](https://github.com/svaksha/pythonidae), [3](https://github.com/trekhleb/learn-python)) for general resources in Python -- [Cacrespo/pylexis](https://github.com/cacrespo/pylexis) by Crespo, C. A. (2024) -- [PyCCM: cohort component based projections](https://github.com/crahal/PyCCM) -- [Solving Actuarial Math with Python](https://actuarialmath-guide.readthedocs.io/en/latest/README.html) by Terence Lim ### Stata +> Ordered alphabetically. + +- [mslt: Multistate Life Tables Using Stata](https://doi.org/10.1177/1536867X20953577) by Muniz, J. O. (2020) - + +### Web + +> Ordered alphabetically. + +- [ACS Calculator (Cornell PAD)](http://pad.human.cornell.edu/acscalc/index.cfm) by Vink, J. (2011) +- [Census Geocoder](https://geocoding.geo.census.gov/geocoder/) by US Census Bureau (2017) +- [County Characteristics Explorer](https://pad.human.cornell.edu/tools/countychar.cfm) by Vink, J. (2016) +- [Mapper (Cornell PAD)](http://pad.human.cornell.edu/mapper/index.cfm) by Vink, J. (2011) +- [Next Year Population Possibilities Reviewer](https://applieddemogtoolbox.shinyapps.io/NextYearPop/) by Hunsinger, E. (2017) + + +## Data and Materials + +> Ordered alphabetically. + +- [Address Count Listing Files](https://www.census.gov/geographies/reference-files/2025/geo/addcountlisting.html) by US Census Bureau (2025) +- [Alaska PFD-Based Migration Data](http://live.laborstats.alaska.gov/pop/migration.cfm) by Sandberg, E., & Howell, D. (2017) +- [Building Permits Survey Database](https://www.census.gov/construction/bps/index.html) by US Census Bureau (2011) +- [Canadian Human Mortality Database](http://www.bdlc.umontreal.ca/CHMD/) by Human Mortality Database Project (2019) +- [Census SF1-ACS Master Index Files](https://groups.tti.tamu.edu/transit-mobility/sf1acsindex/) by Texas A&M Transportation Institute (2013) +- [Census Surname Data](https://www.census.gov/topics/population/genealogy/data.html) by US Census Bureau (2025) +- [Cohort Change Ratio Files](https://github.com/AppliedDemogToolbox/BakerSwansonTaymanTedrow_CCRAppsSupporting/raw/master/CCRAppsSupporting.zip) by Baker, J., Swanson, D., Tayman, J., & Tedrow, L. (2017) +- [data.census.gov: US Census Data Access](https://data.census.gov/cedsci/advanced) by US Census Bureau (2020) +- [Decennial Census of Population and Housing Questionnaires & Instructions](https://www.census.gov/programs-surveys/decennial-census/technical-documentation/questionnaires.html) by US Census Bureau (2012) +- [Early California Population Project](http://www.huntington.org/Information/ECPPmain.htm) by The Huntington (2017) +- [Global Population Mapping and Spatial Analysis Products](https://www.census.gov/programs-surveys/international-programs/about/global-mapping.html) by US Census Bureau (2023) +- [Historical Census Publications](https://www.census.gov/programs-surveys/decennial-census/decade/decennial-publications.html) by US Census Bureau (2012) +- [HUD Zip Code Crosswalk Files](https://www.huduser.gov/portal/datasets/usps_crosswalk.html) by US Department of Housing and Urban Development (2018) +- [Human Fertility Database](http://www.humanfertility.org/) by Human Fertility Database Project (2011) +- [Human Life-Table Database](https://www.lifetable.de/) by Human Mortality Database Project (2022) +- [Human Mortality Database](http://www.mortality.org/) by Human Mortality Database Project (2011) +- [IPUMS](http://www.ipums.org/) by IPUMS (2011) +- [IPUMS NHGIS: National Historical Geographic Information System](https://www.nhgis.org/) by IPUMS (2013) +- [IRS Migration Data](http://www.irs.gov/uac/SOI-Tax-Stats-Migration-Data) by IRS Tax Statistics (2013) +- [Latin American Human Mortality Database](https://lamortalidad.github.io/) by Urdinola, B., & Queiroz, B. L. (2022) +- [Population and Housing Unit Estimates (PEP)](https://www.census.gov/programs-surveys/popest.html) by US Census Bureau (2022) +- [TIGER: Topologically Integrated Geographic Encoding and Referencing](https://www.census.gov/programs-surveys/geography/guidance/tiger-data-products-guide.html) by US Census Bureau (2017) +- [The Association of Religion Data Archives](http://www.thearda.com/) by Association of Religion Data Archives (2013) +- [United States Mortality Database](https://usa.mortality.org/) by Human Mortality Database Project (2019) +- [US Census Bureau Datasets (www2)](http://www2.census.gov/) by US Census Bureau (2011) +- [US Census Bureau's American Community Survey Questionnaire Archive](https://www.census.gov/programs-surveys/acs/methodology/questionnaire-archive.html) by US Census Bureau (2012) +- [WONDER Databases (CDC WONDER)](http://wonder.cdc.gov/) by CDC (2011) +- [World Population Prospects](https://population.un.org/wpp/) by United Nations (2021) +- [WorldPop: Open Spatial Demographic Data and Research](https://www.worldpop.org/) by WorldPop (2025) @@ -162,7 +305,6 @@ chronologically. - [Applied Demography Toolbox](https://applieddemogtoolbox.github.io/) and [here](https://github.com/AppliedDemogToolbox/applieddemogtoolbox.github.io) - [BayesPop; materials by group at the University of Washington](https://bayespop.csss.washington.edu/) -- [Tools for Demographic Estimation by IUSSP and UNFPA](https://demographicestimation.iussp.org/) ### GitHub Organizations @@ -190,8 +332,8 @@ chronologically. - [Awesome Causality](https://github.com/napsternxg/awesome-causality) - [Awesome Community Detection](https://github.com/benedekrozemberczki/awesome-community-detection) - [Awesome Computational Social Science](https://github.com/gesiscss/awesome-computational-social-science) -- [Awesome Data Science with Python](https://github.com/r0f1/datascience) ([another](https://github.com/krzjoa/awesome-python-data-science)) - [Awesome Data Science](https://github.com/academic/awesome-datascience) +- [Awesome Data Science with Python](https://github.com/r0f1/datascience) ([another](https://github.com/krzjoa/awesome-python-data-science)) - [Awesome Data Visualization](https://github.com/javierluraschi/awesome-dataviz) - [Awesome Deep Learning](https://github.com/ChristosChristofidis/awesome-deep-learning) - [Awesome Digital Humanities](https://github.com/dh-tech/awesome-digital-humanities) @@ -215,3 +357,5 @@ chronologically. ## Contributing Contributions welcome! Read the [contribution guidelines](contributing.md) first. + +[Back to top](#contents) \ No newline at end of file