Game Review Analysis NLP Tools
Projects analyzing user reviews from gaming platforms (Steam, Epic Games Store, etc.) using NLP and ML techniques to extract sentiment, detect bugs, identify topics, and understand player feedback. Does NOT include general sentiment analysis, game content analysis, or non-review gaming datasets.
There are 15 game review analysis tools tracked. The highest-rated is jteijema/asreview-plugin-model-cnn-17-layer at 25/100 with 4 stars.
Get all 15 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=game-review-analysis&limit=20"
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
jteijema/asreview-plugin-model-cnn-17-layer
A convolutional neural network model plugin for ASReview |
|
Experimental |
| 2 |
RishiDarkDevil/Amazon-PAE
A comprehensive study of the product listing and product attribute... |
|
Experimental |
| 3 |
vibuverma/steam-reviews-topic-modeling
Topic Identification for Steam Reviews. |
|
Experimental |
| 4 |
eduardocornelsen/epic-store-analysis
⚡ Epic Game Store (EGS) Ecosystem Intelligence: A strategic Data Science &... |
|
Experimental |
| 5 |
gpsyrou/Text_Analysis_of_Consumer_Reviews
Natural Language Processing (NLP) and analysis on reviews about delivery... |
|
Experimental |
| 6 |
aalrubaiya/game-reviews-sentiment-analysis
Identify if profanity was used in making game reviews on Steam platform |
|
Experimental |
| 7 |
regiaharun/source-engine-articles
🛠️ Simplify complex concepts in the Source Engine with detailed articles,... |
|
Experimental |
| 8 |
ludus-scrinium/patch-notes-oracle
turn player comments into a realistic dev to-do list. |
|
Experimental |
| 9 |
vinit714/Steam-Game-Review-Analysis-Using-NLP-and-Clustering
This project uses Natural Language Processing (NLP) and Machine Learning... |
|
Experimental |
| 10 |
mrafifrbbn/steam-reviews
An end-to-end NLP project of mine. |
|
Experimental |
| 11 |
JamesLi197412/Customer-Review-Analysis
Hybrid NLP pipeline for Chinese customer feedback: LDA topics + TensorFlow... |
|
Experimental |
| 12 |
tSopermon/Baldur-s-Gate-3-game-reviews-sentiment-analysis
This repository contains a sentiment analysis project on Baldur's Gate 3... |
|
Experimental |
| 13 |
filki/Machine-Learning-Class-Project2024-2025
This repository uses BERTopic as a tool to examine reviews from Steam platform. |
|
Experimental |
| 14 |
juan-burtet/SteamReviewsClassification
Trying different PLN strategies to classifies Brazilian Portuguese Steam... |
|
Experimental |
| 15 |
informatica92/BGG-fixed-ratings
BGG is the biggest boardgame (and not only) enciclopedia. If you want... |
|
Experimental |