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Search results for computational social science

42 search results found

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Maia Chess ⭐ 764

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

Hate Speech And Offensive Language ⭐ 698

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

Graphbrain ⭐ 551

Language, Knowledge, Cognition

Convokit ⭐ 483

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.

Awesome Computational Social Science ⭐ 401

A list of awesome resources for Computational Social Science

Booknlp ⭐ 400

BookNLP, a natural language processing pipeline for books

Textnets ⭐ 270

Text analysis with networks.

Shifterator ⭐ 247

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

Tweetnlp ⭐ 226

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.

Goodreads ⭐ 186

code samples for the goodreads datasets

Scattertext Pydata ⭐ 125

Notebooks for the Seattle PyData 2017 talk on Scattertext

Protest Detection Violence Estimation ⭐ 87

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

Comp_thinking_social_science ⭐ 50

Computational Thinking for Social Scientists book project

Synthetic ⭐ 37

Symbolic Generators for Complex Networks

Word2vec Bias Extraction ⭐ 35

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/10.1177/0049

Css Events ⭐ 26

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

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

Countering_hate_speech_icwsm2019 ⭐ 21

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

Npo_classifier ⭐ 21

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

Political News Filter ⭐ 20

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

Sage_tools_social_science ⭐ 16

Tools and technologies for social science research, a SAGE whitepaper

Css_methods_python_workshop ⭐ 14

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

Scrapebot ⭐ 13

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

Ichbinhanna ⭐ 11

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.

Nlp2css Tutorial ⭐ 11

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

Dcss_supplementary ⭐ 10

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

Augmentedsocialscientist ⭐ 10

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

2d_text_clustering ⭐ 8

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

Michigannlp.github.io ⭐ 7

LIT group website

Hostile Narrative Analysis ⭐ 7

This repository contains code for developing a spaCy pipeline for Hostile Narrative Analysis.

Classification_in_css ⭐ 7

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

Algorithmic_bias_in_echo_chamber_formation ⭐ 7

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

Port Of Mars ⭐ 7

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.

Google_street_view_deep_neural ⭐ 6

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

Bibliometric_data_for_demographic_research ⭐ 6

Materials for workshop on "Using bibliometric data in demographic research". A report here: https://iussp.org/en/using-bibliometric-data-demog

Jacobs_urban_planning ⭐ 6

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

Tracking Policy Agendas ⭐ 6

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

Persona2vec ⭐ 6

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

Nlp Toolkit ⭐ 5

NLP Toolkit for Social Science (NTSS)

Rust Agent Based Models ⭐ 5

Reliable and efficient agent-based models in Rust

Computational Socsci Labs ⭐ 5

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

1-42 of 42 search results

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