Academic Capstone Projects NLP Tools
Student thesis, graduation, and capstone projects applying NLP techniques to real-world problems. Does NOT include published research papers, production tools, or tutorials—only original student work with defined scope and deliverables.
There are 34 academic capstone projects tools tracked. The highest-rated is IlyaGusev/tgcontest at 45/100 with 94 stars.
Get all 34 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=academic-capstone-projects&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
IlyaGusev/tgcontest
Telegram Data Clustering contest solution by Mindful Squirrel |
|
Emerging |
| 2 |
snoop2head/yonsei-exchange-program
✈️ MAU 200+ Website | Student Exchange Program Analysis |
|
Emerging |
| 3 |
youheekil/project_europa
A final project to research the European Central bank's green economy... |
|
Emerging |
| 4 |
huyle93/hjh-capstone
A Data Science Project sponsored and proposed by the Liberty Mutual... |
|
Emerging |
| 5 |
Prati5/WeatherPrediction
Weather prediction using python. |
|
Emerging |
| 6 |
redwanhuq/campaign-critic
A web app that helps Kickstarter creators increase their chances of being funded |
|
Experimental |
| 7 |
MMBazel/Predicting-Kickstarter-Campaign-Outcomes-Using-NLP-Feature-Engineering
Turning raw kickstarter text data => Campaign predictions using SpaCy,... |
|
Experimental |
| 8 |
jeffersonlicet/santander-questions-classification
🥈 Second Place Solution - Public Leaderboard Top 3 - 0.86639 | Clasificación... |
|
Experimental |
| 9 |
BeatsLeo/Social-Mindset-Analysis
2023年四川大学大创项目—基于开放域事件提取的社会心态交互式挖掘与引导系统 |
|
Experimental |
| 10 |
cbozan/graduation-project
Graduation project categorizes popular search phrases using Python and Spark... |
|
Experimental |
| 11 |
ehtisham-sadiq/Final-Year-Project-Material-
This repository contains all the material and data related to final year project. |
|
Experimental |
| 12 |
Razvan48/Project-Practical-Machine-Learning-PML
Project Practical Machine Learning (PML), MSc Artificial Intelligence, Year... |
|
Experimental |
| 13 |
IU-KaiW/DLBDSEDA02_Projekt_Advanced-Data-Analysis
under construction / Projekt: Advanced-Data-Analysis (DLBDSEDA02) |
|
Experimental |
| 14 |
asaee/ML_capstone_springboard
An end-to-end ML - NLP project for labeling news articles. |
|
Experimental |
| 15 |
iid-ulaval/FIJO-code
Here is our code repository to reproduce the basic results of the article... |
|
Experimental |
| 16 |
toastdeini/Wikipedia-article-quality
Using natural language processing to classify entries on Wikipedia as either... |
|
Experimental |
| 17 |
atTC2/fyp
Final Version of my Final Year Project at University of Birmingham as part... |
|
Experimental |
| 18 |
roupenminassian/UTS-DSI-x-Disability-Research-Network
This repository contains work conducted with the Data Science Institute and... |
|
Experimental |
| 19 |
kparnis3/IAPT
Code and Report relating to the University Individual Assigned Practical Task |
|
Experimental |
| 20 |
ordass00/Text-Analytics-Project-Elective-TH.OHM
IT project for the elective course Text Analytics as undergrad student at... |
|
Experimental |
| 21 |
Oisin003/Final-Year-Project
L00172671 - Oisin Gibson |
|
Experimental |
| 22 |
daniau23/dbs_final_year_project_deployment
Comparative Study of Representation Techniques for LDA Labelled E-Commerce... |
|
Experimental |
| 23 |
SagharShafaati/Emerging-Academic-Disciplines-After-2020
This repository contains the final analytical code used in the article... |
|
Experimental |
| 24 |
angela2505/Grammy-Awards-Data-Science
Work done with a teammate as part of the graduate "Information Research and... |
|
Experimental |
| 25 |
prash5t/final-year-project-undergrad
Undergraduate Final Year Project |
|
Experimental |
| 26 |
deryk96/pirates-of-monterey
An Analysis on Trends of Piracy in Major Shipping Lanes |
|
Experimental |
| 27 |
halilergul1/NLP_project
This is my final project on NLP via using topic modeling and sentiment analysis |
|
Experimental |
| 28 |
kurtmarais/phd
This repository serves as a space for the artefacts yielded from this research. |
|
Experimental |
| 29 |
gbikram/iSoon-Leak-Exploration
Data Analysis of iSoon's Leaked Data Dump |
|
Experimental |
| 30 |
DzmitryPihulski/MachineLearningUniversityProject
University Research Project in one class classification |
|
Experimental |
| 31 |
jedick/MLE-capstone-project
ML enginering capstone project for automated citation verification |
|
Experimental |
| 32 |
pmckim1/Capstone
GWU 2021 Capstone Project- Data Science MS |
|
Experimental |
| 33 |
lelliott-geo/Springboard_Capstone_Project2
This repository houses all files related to my second Springboard Capstone:... |
|
Experimental |
| 34 |
brea-koenes/ProductOutageClassifier
Capstone project for my MS in Data Science, applying NLP and machine... |
|
Experimental |