computational-social-science | Topic

Topic: "computational-social-science"

JasonKessler/scattertext

Beautiful visualizations of how language differs among document types.

Language: Python - Size: 40.7 MB - Last synced at: 18 days ago - Pushed at: 7 months ago - Stars: 2,289 - Forks: 292

CSSLab/maia-chess

Maia is a human-like neural network chess engine trained on millions of human games.

Language: Python - Size: 29.2 MB - Last synced at: 13 days ago - Pushed at: almost 2 years ago - Stars: 1,007 - Forks: 123

t-davidson/hate-speech-and-offensive-language

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

Language: Jupyter Notebook - Size: 3.48 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 788 - Forks: 327

booknlp/booknlp

BookNLP, a natural language processing pipeline for books

Language: Python - Size: 7.39 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 769 - Forks: 90

gesiscss/awesome-computational-social-science

A list of awesome resources for Computational Social Science

Language: R - Size: 209 KB - Last synced at: 4 days ago - Pushed at: 20 days ago - Stars: 672 - Forks: 84

graphbrain/graphbrain

Language, Knowledge, Cognition

Language: Python - Size: 103 MB - Last synced at: 19 days ago - Pushed at: about 2 months ago - Stars: 598 - Forks: 69

ConvoKit is a toolkit for extracting conversational features and analyzing social phenomena in conversations. It includes several large conversational datasets along with scripts exemplifying the use of the toolkit on these datasets.

Language: Jupyter Notebook - Size: 112 MB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 578 - Forks: 133

cardiffnlp/tweetnlp

TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/understand tweets such as sentiment analysis, emoji prediction, and named entity recognition, powered by state-of-the-art language models specialised on Twitter.

Language: Python - Size: 497 KB - Last synced at: 21 days ago - Pushed at: 24 days ago - Stars: 340 - Forks: 29

jboynyc/textnets

Text analysis with networks.

Language: Python - Size: 2.92 MB - Last synced at: 5 days ago - Pushed at: 22 days ago - Stars: 284 - Forks: 24

ryanjgallagher/shifterator

Interpretable data visualizations for understanding how texts differ at the word level

Language: Python - Size: 40.1 MB - Last synced at: 14 days ago - Pushed at: 2 months ago - Stars: 274 - Forks: 29

MengtingWan/goodreads

code samples for the goodreads datasets

Language: Jupyter Notebook - Size: 78.1 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 264 - Forks: 59

wondonghyeon/protest-detection-violence-estimation

Implementation of the model used in the paper Protest Activity Detection and Perceived Violence Estimation from Social Media Images (ACM Multimedia 2017)

Language: Jupyter Notebook - Size: 4.68 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 168 - Forks: 47

fhbzc/CSS_program

A list of computational social science (CSS) program, people and groups

Size: 154 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 165 - Forks: 20

JasonKessler/Scattertext-PyData

Notebooks for the Seattle PyData 2017 talk on Scattertext

Language: HTML - Size: 20.7 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 142 - Forks: 53

chengjun/mybook

Lectures on Computational Communication

Language: Jupyter Notebook - Size: 538 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 85 - Forks: 25

jaeyk/comp_thinking_social_science

Computational Thinking for Social Scientists book project

Language: TeX - Size: 384 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 65 - Forks: 12

telmomenezes/synthetic

Symbolic Generators for Complex Networks

Language: Python - Size: 19.6 MB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 46 - Forks: 9

chkla/CSS-Events

Summer/ winter schools, workshops and conferences in computational social science 🫂

Size: 225 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 40 - Forks: 2

Ahren09/AgentReview

Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."

Language: Jupyter Notebook - Size: 2.67 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 40 - Forks: 5

arsena-k/Word2Vec-bias-extraction

How are words loaded with meaning? Repository accompanying research by Alina Arseniev-Koehler and Jacob G. Foster, titled "Machine learning as a model for cultural learning: teaching an algorithm what it means to be fat." https://journals.sagepub.com/doi/full/10.1177/00491241221122603

Language: Jupyter Notebook - Size: 5.32 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 35 - Forks: 12

facorread/rust-agent-based-models

Reliable and efficient agent-based models in Rust

Language: Rust - Size: 227 KB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 35 - Forks: 2

hate-alert/Countering_Hate_Speech_ICWSM2019

Repository for the paper "Thou shalt not hate: Countering Online Hate Speech" accepted at ICWSM 2019.

Language: Jupyter Notebook - Size: 28.7 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 30 - Forks: 9

sagepublishing/sage_tools_social_science

Tools and technologies for social science research, a SAGE whitepaper

Language: Jupyter Notebook - Size: 39.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 29 - Forks: 6

denadai2/google_street_view_deep_neural

Deep Neural Network model to predict security perception from Google Street View images. Model based on AlexNet CNNs

Language: Jupyter Notebook - Size: 3.68 MB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 27 - Forks: 5

umanlp/SemScale Fork of codogogo/topfish

A tool for Semantic Scaling of Political Text (branch of Topfish, a suite of tools for Political Text Analysis)

Language: Python - Size: 17.5 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 4

lukasgebhard/Political-News-Filter

A classifier that distinguishes political from non-political news articles.

Language: Python - Size: 62.5 KB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 6

dustinstoltz/CMDist 📦

DEPRECATED - The Concept Mover's Distance Method is now available in the text2map package. Concept Mover's Distance is a way to measure a document's conceptual engagement using word embeddings.

Language: R - Size: 1.37 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 5

ma-ji/npo_classifier

Automated coding using machine-learning and remapping the U.S. nonprofit sector: A guide and benchmark

Language: Jupyter Notebook - Size: 1.76 GB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 6

oguerrer/PPI4SD

Data and code repository for the project Policy Priority Inference for Sustainable Development

Language: Jupyter Notebook - Size: 18 MB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 21 - Forks: 14

rmovva/HypotheSAEs

Hypothesizing interpretable relationships in text datasets using sparse autoencoders.

Language: Jupyter Notebook - Size: 11.5 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 20 - Forks: 2

PsiPhiTheta/Computational-SocSci-Labs

Academic paper reviews & publication presentations for the UofT Computational Social Science course

Size: 4.51 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 20 - Forks: 0

jisungyoon/persona2vec

Persona2vec: A Flexible Multi-role Representations Learning Framework for Graphs

Language: Jupyter Notebook - Size: 3.88 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 19 - Forks: 5

UWNETLAB/dcss_supplementary

Supplementary materials for McLevey 2021 Doing Computational Social Science (Sage, UK).

Language: HTML - Size: 436 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 18 - Forks: 9

rubingshen/AugmentedSocialScientist

A package to easily train Bert-like models for text classification

Language: Python - Size: 1.71 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

MarHai/ScrapeBot

A Selenium-driven tool for automated website interaction and scraping.

Language: Python - Size: 76.6 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 7

danielagduca/teaching_materials Fork of invinst/ipra-table

Teaching materials and resources for computational and quantitative social science methods.

Language: CSS - Size: 324 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 6

chkla/NLP2CSS-Tutorial

Tutorial on Transformers 🤖, HuggingFace 🤗 and Social Science Applications 👥 @ IC2S2

Size: 53.7 KB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 1

socialcomquant/css_methods_python_workshop

Materials for the 2023 SOCIAL COMQUANT "Introduction to CSS Methods with Python"

Language: Jupyter Notebook - Size: 52.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 3

acrooks2/ClassModels

Within this Repository there are a collection of end of semester projects created by students from various classes I have given over the years. The purpose of this repository is to highlight how NetLogo can be used to explore a variety of social and environmental issues from the bottom up.

Language: NetLogo - Size: 213 MB - Last synced at: 17 days ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 10

ttavni/2D_Text_Clustering

Using word embeddings, TFIDF and text-hashing to cluster and visualise text documents

Language: Python - Size: 8.15 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 14 - Forks: 5

haoopeng/echo

A d3 visualization of the emergence of online echo chambers.

Language: HTML - Size: 2.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 8

denadai2/jacobs_urban_planning

Code to repeat some experiments of the paper "The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective"

Language: Jupyter Notebook - Size: 1.06 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 3

fedenanni/Computational-Text-Analysis-2018-19

2018 Computational Text Analysis Notebooks, University of Mannheim

Language: Jupyter Notebook - Size: 25.3 MB - Last synced at: 18 days ago - Pushed at: over 6 years ago - Stars: 13 - Forks: 7

CSSLab/maia-individual

Learning Models of Individual Behavior in Chess

Language: Python - Size: 7.38 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 4

bywords/directed_sentiment_analysis

Dataset and code for directed sentiment analysis in news text.

Language: Python - Size: 3.78 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 12 - Forks: 0

LaserStefan/IchbinHanna

This is a collaborative, interdisciplinary endeavour of scholars from the German academic context. We look at Twitter data from the 2021 hashtag #IchbinHanna et al. and combine organising-specific concerns with academic social media research. You may use and share the code and plots provided. To join the team and get access to all tweet data, just drop a message.

Language: Jupyter Notebook - Size: 48.2 MB - Last synced at: about 13 hours ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 1

SiddhantBikram/MemeCLIP

MemeCLIP framework and PrideMM Dataset @ EMNLP 2024

Language: Python - Size: 244 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 10 - Forks: 0

virtualcommons/port-of-mars

Port of Mars is an online, game-based, social science experiment set on the first human community on the Red Planet. We are now in an open beta where anyone aged 18 and over can participate.

Language: TypeScript - Size: 73.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 16

akbaritabar/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

Language: Python - Size: 29 MB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 10 - Forks: 0

InPhyT/Algorithmic_Bias_in_Echo_Chamber_Formation

Computational Social Science Project: "Algorithmic Bias in Echo Chamber Formation".

Language: Jupyter Notebook - Size: 59.4 MB - Last synced at: 21 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 0

elaaf/stance-detect

[NLP] Unsupervised User Stance Detection on Twitter.

Language: Python - Size: 7.43 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 2

davidbroska/Computational-Political-Science

Repository for Computational Political Science course at Zeppelin University

Language: HTML - Size: 227 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 10 - Forks: 1

umbertomig/POLI30Dpublic

Public Repo for POLI 30

Language: R - Size: 60.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 5

vmussa/sdbase

Scripts Básicos para Sociologia Digital

Language: Python - Size: 17.6 KB - Last synced at: 16 days ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 0

nkremerh/sugarscape

Development repository for the Digital Terraria Lab implementation of the Sugarscape agent-based societal simulation.

Language: Python - Size: 450 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 8 - Forks: 12

RochanaChaturvedi/it-is-all-in-the-name

We predict religion from personal names only.

Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 8 - Forks: 3

akbaritabar/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

Language: HTML - Size: 29.7 MB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 7 - Forks: 0

MichiganNLP/michigannlp.github.io

LIT group website

Language: JavaScript - Size: 224 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 11

hlbao/classification_in_CSS

The tutorial on scraping, processing, and classification of text-based digital trace data in Natural Language Processing and Computational Social Science.

Language: Python - Size: 23.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 4

MohammadForouhesh/tracking-policy-agendas

This repository contains the implementation for Tracking Legislators’ Expressed Policy Agendas in Real Time paper

Language: Python - Size: 860 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

SALT-NLP/Persuasion_Strategy Fork of jiaaoc/Persuasion_Strategy

"Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms"

Size: 39.1 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0

ciwang/deep_hatespeech

Classifying hate speech with deep learning (honors thesis 2017-18)

Language: Jupyter Notebook - Size: 3.96 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 5

naitian/social-memeing

Code and data for "Social Meme-ing: Measuring Linguistic Variation in Memes"

Language: Jupyter Notebook - Size: 3.03 MB - Last synced at: 27 days ago - Pushed at: 9 months ago - Stars: 5 - Forks: 0

SALT-NLP/framing-police-violence

Language: Jupyter Notebook - Size: 916 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

davidemiceli/watch-complexity

A package to understand and analyze complex networks and more in general complex data. It is a collection of clustering techniques inspired by social science and communication theories.

Language: JavaScript - Size: 1.08 MB - Last synced at: 5 days ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 3

PsiPhiTheta/The-Digital-Deluge

A project exploiting GDPR legislation to uncover the state of consumer data privacy in 2019.

Language: R - Size: 24.5 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 0

liuziwei7/nlp-toolkit

NLP Toolkit for Social Science (NTSS)

Language: Matlab - Size: 1.58 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 5 - Forks: 3

culturalcartography/text2map

R Tools for Text Matrices

Last synced at: 5 days ago - Stars: 5 - Forks: 0

YSocialTwin/YSocial

Where the digital world comes to life!

Language: JavaScript - Size: 501 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 4 - Forks: 0

zalkikar/mlm-bias

Measuring Biases in Masked Language Models for PyTorch Transformers. Support for multiple social biases and evaluation measures.

Language: Python - Size: 45.9 KB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 4 - Forks: 1

mattwfranchi/urban-fingerprinting

Language: Jupyter Notebook - Size: 65.8 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 4 - Forks: 2

mattwfranchi/police-deployment-patterns

Code to reproduce results in "Detecting disparities in police deployments using dashcam data" (FAccT 2023)

Language: Jupyter Notebook - Size: 96.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

CogComp/iclr_database Fork of zjiayao/iclr_database

ICLR Database maintained by CogComp@UPenn

Language: Jupyter Notebook - Size: 4.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0