Reddit Sentiment Analysis NLP Tools
Projects analyzing sentiment, emotions, and opinions expressed in Reddit discussions and comments. Does NOT include general sentiment analysis tools, social media analysis beyond Reddit, or Reddit data collection/scraping utilities without sentiment/emotion analysis components.
There are 45 reddit sentiment analysis tools tracked. 1 score above 50 (established tier). The highest-rated is cannlytics/cannlytics at 56/100 with 73 stars and 86 monthly downloads.
Get all 45 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=reddit-sentiment-analysis&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
cannlytics/cannlytics
š„ Cannlytics = cannabis + analytics. Data pipelines, user interfaces, and... |
|
Established |
| 2 |
rahulkumaran/merkalysis
A marketing tool that helps you to market your products using organic... |
|
Emerging |
| 3 |
kariemoorman/tiktok-analyzer
TikTok video scraping and multimodal content analysis tool. |
|
Emerging |
| 4 |
PhantomInsights/subreddit-analyzer
A comprehensive Data and Text Mining workflow for submissions and comments... |
|
Emerging |
| 5 |
eaglewarrior/scrape_do_nlp
I have made a package which will extract google news and twitter tweets and... |
|
Emerging |
| 6 |
oluobiri/nba-hate-tracker
Which NBA player does r/NBA hate the most? Sentiment analysis of 1.57M... |
|
Experimental |
| 7 |
Erfaniaa/trump-vs-harris-on-reddit
Analyze Reddit comments using NLP to predict the potential winner of the US... |
|
Experimental |
| 8 |
joaopn/social-data-pipeline
Pipeline for processing, classifying, and ingesting large-scale social data |
|
Experimental |
| 9 |
alebels/medianalytics
Platform for the analysis of media and other relevant sources that influence... |
|
Experimental |
| 10 |
Adeyeha/Media-Monitoring-Tool-NLP
An NLP - based media monitoring tool that crawls google news and analyzes... |
|
Experimental |
| 11 |
brendanartley/NHL-Event-Detection
NHL event detection project using 500GB+ of Twitter and Reddit data. |
|
Experimental |
| 12 |
ryanchanwk/NewsScorer
Simple News parser and sentiment analyser with Django + Redis + Celery +... |
|
Experimental |
| 13 |
avisionary/NYT-article-popularity
Machine Learning project to predict popularity of NYT articles |
|
Experimental |
| 14 |
yehchunhung/RED
Retrieve dialogues from Reddit and generate an empathetic conversation dataset. |
|
Experimental |
| 15 |
giocoal/reddit-tldr-summarizer-and-topic-modeling
Extreme Extractive Text Summarization and Topic Modeling (using LSA and LDA... |
|
Experimental |
| 16 |
khushi2704rj-sephora/social-media-brand-equity-nlp
Automated multi-platform sentiment analysis pipeline (Reddit, YouTube,... |
|
Experimental |
| 17 |
howardyclo/Digestant
Modules for effectively digesting data from Twitter and Reddit using ML, NLP... |
|
Experimental |
| 18 |
SatyamSaxena1/Reddit-scrape-to-zettelkasten-obsidian-workflow
From Reddit to Knowledge Graph: a Zettelkasten System from Saved Posts |
|
Experimental |
| 19 |
wafer110/Python-NLP-Analyze_TextualData_on_Reddit_Comments
Data retrieved from Kaggle.com; it is titled āPolitical Social Media Postsā... |
|
Experimental |
| 20 |
Nakshjainsonigara/Cyber-Risk-Sentiment-Analysis
A NLP project that analyzes cyber risk sentiment from cybersecurity... |
|
Experimental |
| 21 |
kennethhuang7/SupaScrapeR
Advanced Reddit data collection tool with intelligent scraping, trending... |
|
Experimental |
| 22 |
Abbentai/RedditCommentAnalyser
This is a simple python project which scrapes top level comments from... |
|
Experimental |
| 23 |
premchand9985/Sentiment-Analysis-OpenAI-s-GPT-Model
This project employs OpenAI's GPT models to conduct sentiment analysis on... |
|
Experimental |
| 24 |
86lekwenshiung/Natural-Language-Processing-with-Reddit-Post
Using Random Forest , Bi Direction LSTM and Tensorflow Transfer Learning to... |
|
Experimental |
| 25 |
RMoodsTeam/RMoods
Web app for NLP analysis of Reddit |
|
Experimental |
| 26 |
mattc1745/reddit-mental-health-sentiment-analysis
NLP analysis of 3,553 Reddit posts across 10 mental health communities using... |
|
Experimental |
| 27 |
Ronit26Mehta/Reddit-Sentiment-Analysis-and-ETL-Pipeline
we have created a project which would focus on using of synthetic data... |
|
Experimental |
| 28 |
imskr/reFlair
Reddit Flair Detection Web Application for r/india |
|
Experimental |
| 29 |
A-Hassan7/Reddit-Sentiment-Analysis
Analyse Reddit sentiment for popular stocks using the Python Natural... |
|
Experimental |
| 30 |
gabegagster/Reddit-US-Election-Analysis
A data science project analyzing 2024 US Election discourse on Reddit using... |
|
Experimental |
| 31 |
lironbdolah/reddify
Reddify Creates a Spotify playlist, based on the top posts of a specific... |
|
Experimental |
| 32 |
neokd/Anveshaka
Anveshaka is a news analysis tool developed to search for news articles... |
|
Experimental |
| 33 |
InPhyT/Reddit_Text_Classification
Kaggle Challenge: User Gender Classification on Reddit using NLP. |
|
Experimental |
| 34 |
SomethingObvious/tiktok-activity-data-scraper
Python-based tool for scraping, processing, and analyzing TikTok user... |
|
Experimental |
| 35 |
peterdarryl/NLP-for-Ethical-AI
Analyzing Reddit discussions on AI ethics using topic modeling (LDA) and... |
|
Experimental |
| 36 |
tsear/reddit-discourse-project
Mapping emotional and conceptual discourse across Reddit philosophy communities. |
|
Experimental |
| 37 |
princerg/reddit-sentiment-classifier
An NLP + LSTM based sentiment classifier trained on Reddit posts to predict... |
|
Experimental |
| 38 |
james-mugabo/narrative-drift-analyzer
Project Focus: Data Sourcing: Dual-stream scraping from Google News and... |
|
Experimental |
| 39 |
samuelajala01/sm_nlp_scrapper
A tool that scraps comments from social medium like Nairaland and Reddit... |
|
Experimental |
| 40 |
rossbm/udacity-ml-capstone
Final project for Udacity's Machine Learning Engineer Nanodegree. Evaluation... |
|
Experimental |
| 41 |
shubh11220/Reddit-Vaccine-Data
Analysing COVID-19 Vaccine related user comments on Reddit Platform using... |
|
Experimental |
| 42 |
kkastr/reddit-sentiment
Sentiment Analysis on comments scraped from reddit. |
|
Experimental |
| 43 |
sdarjunwadkar/Identifying-the-Communication-Intent-in-Cancer-Sub-Reddit
Understanding cancer's impact is vital for mental and physical health.... |
|
Experimental |
| 44 |
Tashhfia/GoodNewsOnly
A sentiment analyzer to detect sentimental polarity of the news article. |
|
Experimental |
| 45 |
krishnapriya-n/analysis-of-valorant-reddit-posts
Sentiment and Engagement Across Post Categories in r/VALORANT |
|
Experimental |