Aliakbar Akbaritabar's repositories
bibliometric_data_for_demographic_research
Materials for workshop on "Using bibliometric data in demographic research". A report here: https://iussp.org/en/using-bibliometric-data-demographic-research-0
dask-duckdb-dbeaver
Parallelised and out of memory data analysis using Dask in Python and DuckDB and DBeaver in SQL. Using example of publicly accessible ORCID 2019 XML files
BiblioDemography_IMPRS_PHDS_2022_IDEM187
Materials for the day 4 of the course on "Topics in Digital and Computational Demography" on Using large-scale bibliometric data for demographic research; Advantages and pitfalls of using Scopus data to trace internal and international scholarly migration worldwide, Instructor: Aliakbar Akbaritabar
gScholarShinyApp
A brief application to work with google scholar and show coauthorship network
writing_with_git_advanced
2nd video to describe how to use R Markdown, Git and Github for academic writing for social scientists (please see the basic one first here: https://akbaritabar.github.io/git_github_for_academic_writing.html )
awesome-computational-social-science-1
A list of awesome resources for Computational Social Science
Berlin-HJL-presentation
Presentation: A Quantitative View of the Structure of Institutional Scientific Collaborations; Aliakbar Akbaritabar (Ali); Max Planck Institute for Demographic Research (MPIDR); Rostock, DEU; akbaritabar@demogr.mpg.de; (@akbaritabar on Twitter)
Global-flows-and-rates-of-international-migration-of-scholars
Scripts and data to reproduce the paper Global flows and rates of international migration of scholars
Parallelised-analysis-of-large-scale-bibliometric-and-text-data
Materials for the lecture on "Parallelised analysis of large-scale bibliometric and text data (with Dask in Python, DuckDB and DBeaver in SQL)"
QSS-2021-replication-of-methodology
Scripts needed to replicate methodology used in "A Quantitative View of the Structure of Institutional Scientific Collaborations Using the Example of Berlin" to appear in Quantitative Science Studies.
A-global-perspective-on-social-stratification-in-science
Replication materials for "A global perspective on social stratification in science"
akbaritabar.github.io
Computational Social Scientist with background in Sociology | Postdoc at The MPl for Demographic Research | Intro, CV and archive of presentations by Aliakbar Akbaritabar, use under GPL-3.0 License
igraph-from-pandas-dataframe
A simple function and sample data to build python-igraph graph from pandas DataFrame of vertices and edges tables which adds all node attributes to graph
Kalick-Hamilton-1986
A model following Andre Grow's Netlogo tutorial of Kalick & Hamilton, 1986 replicated using Mesa in Python. I have took impression and code from multiple Mesa examples in this prototype.
MPIDR-Xaringan-presentation
A simple example of Rmarkdown (RMD) presentation using Xaringan, trying to adopt MPIDR's colour schemes
Network-tie-formation-mechanisms
Tie formation mechanisms in social networks; Network analysis; an introduction (with igraph in R)
SPP-ANVUR-sociologists-2021
Replication materials for "The Impact of a National Research Assessment on the Publications of Sociologists in Italy" to appear in Science and Public Policy
agentpy
AgentPy is an open-source framework for the development and analysis of agent-based models in Python.
cdlib
Community Discovery Library - (for networkx and igraph)
dataviz-mpidr
Data visualization course at MPIDR
Global-Migration-of-Scholars-code-and-data-repositry-for-PNAS
Data and code for performing analyses and plotting figures in "Global Migration of Scholars: Trends and Patterns Revealed by Bibliometric Data"
mpidr-beamer-template-21
LaTeX Beamer template based upon the 2021 Powerpoint templates
Open-social-network-surveys
List of social network surveys with links to questionnaires and codebooks
ror-api
ROR API
S2AFF
link raw affiliation to ROR ids
Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.