Political Discourse Analysis NLP Tools

Tools and projects for analyzing political speeches, statements, and discourse using NLP techniques to extract insights on rhetoric, sentiment, polarization, and linguistic patterns. Does NOT include general sentiment analysis, social media analytics for non-political content, or prediction of election outcomes.

There are 39 political discourse analysis tools tracked. The highest-rated is PhantomInsights/mexican-government-report at 48/100 with 476 stars.

Get all 39 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=political-discourse-analysis&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	PhantomInsights/mexican-government-report Text Mining on the 2019 Mexican Government Report, covering from extracting...	48	Emerging	476	Python
2	AndreCNF/polids Analysis of electoral manifestos and output of it through apps.	45	Emerging	14	Python
3	stdlib-js/datasets-sotu State of the Union addresses by U.S. Presidents.	43	Emerging	8	JavaScript
4	gyunggyung/National-Petition 청와대 국민청원 분석으로 국민의 생각 알아보기 📈🔬	42	Emerging	46	Jupyter Notebook
5	NLP-UMUTeam/Spanish-PoliCorpus-2020 This dataset contains the code of the paper entitled Predicting Political...	40	Emerging	2	Python
6	AutoViML/featurewiz_polars New Polars implementation of the classic featurewiz MRMR algorithm. Created...	40	Emerging	47	Python
7	ParticipaPY/civic-crowdanalytics Analytics tool that applies Natural Language Processing (NLP) and Machine...	34	Emerging	10	CSS
8	Open-Data-Government-of-Alberta/NLP-of-Premier-Rachel-Notley---2015-to-2017-Speeches Natural Language Processing of Premier Rachel Notley - 2015 to 2017 Speeches	31	Emerging	4	JavaScript
9	dibuja/polarisation-nlp Analysing Political Polarisation using Natural Language Processing.	30	Emerging	1	Jupyter Notebook
10	TsukiyamaChloe/Comparative-Semantic-Network-Analysis-of-AI-Governance-Discourses Comparative Semantic Network Analysis (SNA) of AI Policy Discourses in the...	28	Experimental	4	Python
11	kfinity/capstone-speeches A text analysis of the 2020 US presidential campaign speeches. Capstone...	28	Experimental	8	Jupyter Notebook
12	CompNet/Influence Twitter and Influence	28	Experimental	8	Java
13	Wittline/text-analysis-speeches-amlo Text analysis of the speeches, conferences and interviews of the current...	27	Experimental	9	Jupyter Notebook
14	katreparitosh/Discourse-Analytics-of-Political-Speech-Transcripts Political Discourse Analysis (PDA) of Political Speech Transcripts using...	27	Experimental	16	Jupyter Notebook
15	tigboatnc/spectatorSport what in the love of god is media doing?	23	Experimental	1	Jupyter Notebook
16	saizk/NLP-with-Spanish-Politicians-Tweets Scraping and NLP Analysis of Tweets published by Spanish Congress politicians	23	Experimental	2	Jupyter Notebook
17	sasha1107/italian_news_analysis 이탈리아 온라인 뉴스 데이터 분석을 활용한 한국 드라마에 대한...	21	Experimental	1	Jupyter Notebook
18	cosmoduende/r-twitter Explore your Twitter activity with R: Sentiment Analysis and Data...	21	Experimental	1	R
19	chirindaopensource/measuring_corruption_from_text_data End-to-End Python implementation of Muço’s (2025) corruption measurement...	20	Experimental	1	Jupyter Notebook
20	BrianWeinstein/state-of-the-union A dataset of transcripts from every State of the Union (SOTU) address	19	Experimental	13	R
21	ssantamaria94/PoliticES2022 Participation of the LosCalis team in the PoliticEs: Spanish Author...	19	Experimental	3	Jupyter Notebook
22	isabel-mm/streaming-neology A series of scripts for the semi-automatic detection of neologisms on...	19	Experimental	1	Python
23	youzhaozhao/Computational-Analysis-of-U.S.-Think-Tanks-1980-2001 Computational discourse analysis using GPT-2 and perplexity to measure...	19	Experimental	—	—
24	WD-Scott/WordsofWar Classifying US Presidential speeches based on whether they occurred within...	17	Experimental	1	Jupyter Notebook
25	lykmapipo/US-Inaugural-Addresses Python scripts to download, process, and analyze US Inaugural Addresses	17	Experimental	1	Python
26	ErikKjellberg/Speech-Classification This repository contains models which classify speeches in the Swedish...	17	Experimental	1	Jupyter Notebook
27	LeximusUSAL/musica-legitima-modernismo-espanol Análisis léxico de la prensa musical española del modernismo (El Sol,...	15	Experimental	—	HTML
28	StLaurentMTL/Xi-Jin-Ping-Speech-Analysis A computational analysis of President Xi Jinping's speeches using Markov...	14	Experimental	1	Jupyter Notebook
29	chkla/Populism-Text-Analysis Literature 📄 and datasets 📚 on automatic populism detection	14	Experimental	19	—
30	cornelius-erfort/partypress Political parties emphasize different issues in their public communication...	14	Experimental	15	TeX
31	kiwiwu02/GroupBT_UM_Programming_Project 这是一个端到端的中文新闻数据分析项目：从爬取中国新闻网和新浪新闻的文章开始，完成清洗与管理后，用相邻字符共现、PMI、词频与文档互信息等可解释指标进行分析...	12	Experimental	1	Jupyter Notebook
32	chloeanalyst/Twitter-TV-Show-Sentiment-Analysis NLP Personal Project using Tweets about TV shows to learn R Programming.	12	Experimental	5	R
33	Keerthiraj-Nagaraj/NLP-ML-for-US-political-data-analysis USA political party affiliation and ideology classification from text data...	12	Experimental	5	Jupyter Notebook
34	ritvik-iyer/State-of-the-Union What happens if we use natural language processing to analyze every...	11	Experimental	3	Jupyter Notebook
35	paigesaez/civic-nlp Experimental recreation of the CivicSearch/LocalView approach to civic...	11	Experimental	—	Python
36	IanHGray/confirmation_hearing_analysis Text analysis designed to work with the R Street Institute's "Confirmation...	11	Experimental	3	Jupyter Notebook
37	E-Election-Assist-Project/Manifesto-Explainer Analyzing Political Parties Manifesto With Text Mining. Part Of My B.Tech...	11	Experimental	—	Python
38	RohinJ444/NEPA_TextClassification Classifies the presence of key exogenous variables in projects subject to...	10	Experimental	2	Jupyter Notebook
39	NICD-UK/IWD-twitterxhuggingface Resources for the 2023 International Womens Day masterclass on NLP with...	10	Experimental	2	HTML