storopoli / topic-modellingLinks
Handy Jupyter Notebooks that I use in for Topic Modeling. Including text mining from PDF files, text preprocessing, Latent Dirichlet Allocation (LDA), hyperparameters grid search and Topic Modeling visualiation.
☆42Updated 6 years ago
Alternatives and similar repositories for topic-modelling
Users that are interested in topic-modelling are comparing it to the libraries listed below
Sorting:
- Using the Gmail API to topic model my recommended Medium reads☆24Updated 4 years ago
- Text analysis with networks.☆288Updated 2 weeks ago
- SentimentArcs: a large ensemble of dozens of sentiment analysis models to analyze emotion in text over time☆40Updated 2 years ago
- Fast, flexible extraction of moral information from textual input data.☆113Updated last month
- A Python wrapper around the topic modeling functions of MALLET.☆103Updated 11 months ago
- HDBSCAN Tuning for BERTopic Models☆49Updated 2 years ago
- Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*☆82Updated last year
- The objective of this project is to scrape a corpus of news articles from a set of web pages, pre-process the corpus, and then to apply u…☆49Updated 8 years ago
- Introduction to Cultural Analytics & Python, course website and online textbook powered by Jupyter Book☆271Updated last year
- Train, evaluate, and use different unsupervised topic modelling algorithms using a RESTful API.☆37Updated last year
- Small tutorial on how you can use BERT for Topic Modeling☆18Updated 4 years ago
- Code for the CUP Elements on text analysis in Python for social scientists☆137Updated 3 years ago
- Code for the paper "Content Analysis of Textbooks via Natural Language Processing".☆60Updated 2 years ago
- A tool for Semantic Scaling of Political Text (branch of Topfish, a suite of tools for Political Text Analysis)☆28Updated 3 months ago
- An affect generator based on TextBlob and the NRC affect lexicon. Note that lexicon license is for research purposes only.☆75Updated 2 years ago
- Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k se…☆155Updated 2 months ago
- Social Media Mining Toolkit (SMMT) main repository☆137Updated 2 years ago
- Interpretable data visualizations for understanding how texts differ at the word level☆281Updated 7 months ago
- Using stochastic block models for topic modeling☆196Updated last year
- Metaphor detection using NLP techniques, made in Python using NLTK☆18Updated 11 years ago
- Notebooks for A Gospel of Health and Salvation☆27Updated 6 years ago
- A curated collection of resources on scholarly data analysis ranging from datasets, papers, and code about bibliometrics, citation analys…☆193Updated 2 months ago
- Scrape news articles and analyze them using NLP to quantify the gender gap in Canadian mainstream media☆44Updated last year
- ☆23Updated 4 years ago
- Topic modeling streamlit app.☆12Updated last year
- A Python client for the GDELT 2.0 Doc API☆152Updated 5 months ago
- A set of jupyter notebooks demonstrating how to use the Media Cloud API.☆38Updated 3 months ago
- How are words loaded with meaning? Repository accompanying research by Alina Arseniev-Koehler and Jacob G. Foster, titled "Machine learn…☆41Updated 2 years ago
- ☆55Updated last year
- Linguistic Inquiry and Word Count (LIWC) analyzer☆222Updated 3 years ago