Projects in Awesome Lists tagged with text-analytics

https://github.com/dipanjans/text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization

Last synced: 15 May 2025

https://github.com/dipanjanS/text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization

Last synced: 05 May 2025

https://github.com/obsei/obsei

Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .

anonymization artificial-intelligence business-process-automation customer-engagement customer-support issue-tracking-system low-code lowcode natural-language-processing nlp process-automation python sentiment-analysis social-listening social-network-analysis text-analysis text-analytics text-classification workflow workflow-automation

Last synced: 14 Jan 2026

https://github.com/quanteda/quanteda

An R package for the Quantitative Analysis of Textual Data

corpus natural-language-processing quanteda r text-analytics

Last synced: 16 May 2025

https://github.com/meta-toolkit/meta

A Modern C++ Data Sciences Toolkit

c-plus-plus graph-algorithms inverted-index language-modeling nlp nlp-parsing pos-tag search-engine text-analysis text-analytics text-classification word-embeddings

Last synced: 15 Mar 2025

https://github.com/ahmedkhemiri95/PDFs-TextExtract

Multiple and Large PDF Documents Text Extraction.

data-science extract-text parser pdf pdf-document pdf-processing pdfminer pdfs pdfs-textextract pypdf2 python text-analytics

Last synced: 04 Apr 2025

https://github.com/SergeyShk/ruTS

Библиотека для извлечения статистик из текстов на русском языке.

computational-linguistics natural-language-processing nlp russian-specific text-analytics

Last synced: 19 Jul 2025

https://github.com/senderle/topic-modeling-tool

A point-and-click tool for creating and analyzing topic models produced by MALLET.

data-science digital-humanities mallet text-analytics topic-modeling

Last synced: 21 Jan 2026

https://github.com/fareedkhan-dev/basiclingua-llm-based-nlp

LLM Based NLP Library.

anyscale api deep-learning gemini-api large-language-models llm llms machine-learning natural-language-processing nlp nlp-library openai python text-analytics

Last synced: 01 Mar 2025

https://github.com/TheCodeTraveler/azure-for-developers-workshop

The Azure cloud is huge and the vast service catalog may appear daunting at first, but it doesn’t have to be!

azure azure-active-directory azure-app-service azure-blob azure-cli azure-functions azure-resource-manager azure-storage cognitive-services text-analytics xamarin xamarin-android xamarin-forms xamarin-ios

Last synced: 18 Apr 2025

https://github.com/ibmstreams/samples

This repository contains open-source sample applications for IBM Streams.

database geofence geofencing hdfs healthcare ibm-streams samples stream-processing text-analytics timeseries

Last synced: 15 Jul 2025

https://github.com/rosette-api/rosette-elasticsearch-plugin

Document Enrichment plugin for Elasticsearch

categorization elasticsearch elasticsearch-plugin entity-extraction fuzzy-name-matching fuzzy-search identity-resolution machine-learning named-entity-recognition natural-language-processing nlp rosette-plugin sentiment-analysis text-analytics text-mining

Last synced: 17 Mar 2025

https://github.com/bartczernicki/MachineIntelligence-TextAnalytics-TPLDataFlows

Machine Intelligence using OpenAI, Semantic Kernel, Vector Search, SQL Server

dotnet-core machine-intelligence machine-learning openai semantic-kernel sql-server text-analytics

Last synced: 03 Apr 2025

https://github.com/easonlai/facebook_post_scraping_and_text_analytics

This is demo repo to demostrate how to scrape post data from Facebook by Python with library facebook_scraper. And then use Azure Text Analytics to perform sentiment analysis for post text content.

azure azure-text-analysis azure-text-analytics data-scraping facebook facebook-post facebook-scraper facebook-scraping key-phrase-extraction microsoft-azure microsoft-cognitive-services pandas python python3 scraping-python seaborn text-analytics wordcloud

Last synced: 26 Apr 2025

https://github.com/wittline/tf-idf

Term Frequency-Inverse Document Frequency from Scratch

feature-engineering python text-analytics tfidf

Last synced: 13 Apr 2025

https://github.com/easonlai/playstore_reviews_scraping_and_text_analytics

This is demo repo to demostrate how to scrape apps review data from Google Play Store by Python with library Google-Play-Scraper. And then use Azure Text Analytics to perform sentiment analysis for reviews content (aka comments).

azure azure-text-analysis azure-text-analytics data-scraping datascraping google-play-store google-play-store-data-analysis google-play-store-scraper microsoft-azure microsoft-cognitive-services pandas python python3 seaborn sentiment-analysis text-analytics

Last synced: 08 Aug 2025

https://github.com/liamca/medical-ner-search

Leveraging Apache CTakes and Azure Search to Build and Medical Search App

azure azure-search ctakes medical natural-language-processing ner nlp search-engine text-analytics

Last synced: 14 May 2025

https://github.com/rosette-api/java

Rosette API Client Library for Java

entity-extraction entity-linking fuzzy-matching java machine-learning name-translation natural-language-processing nlp rosette text-analytics text-mining tokenization

Last synced: 07 Apr 2025

https://github.com/meaningcloud/meaningcloud-php

MeaningCloud's official PHP SDK

meaningcloud nlp php text-analytics

Last synced: 17 Mar 2026

https://github.com/rosette-api/csharp

Babel Street Analytics Client Library for C#

capi csharp entity-extraction language-identification machine-learning morphology name-translation natural-language-processing nlp nuget rosette text-analysis text-analytics text-embedding visual-studio

Last synced: 02 May 2025

https://github.com/rosette-api/php

Babel Street Analytics Client Library for PHP

entity-extraction language-identification lemma morphology named-entity-recognition natural-language-processing nlp php text-analytics text-embedding tokenization

Last synced: 09 May 2025

https://github.com/mathworks/hospitalreadmission_mimic_textanalytics_matlab

Predict Hospital Readmissions using Text Analytics in MATLAB

matlab mimic-iii natural-language-processing text-analytics text-classification

Last synced: 04 Oct 2025

https://github.com/rosette-api/ruby

Babel Street Analytics Client Library for Ruby

deduplication entity-extraction language-identification machine-learning morphology named-entity-recognition natural-language-processing nlp ruby sentiment-analysis text-analytics text-embedding tokenization

Last synced: 02 May 2025

https://github.com/cosmoduende/r-holy-books-sentiment-data-analysis

What's the most positive or negative religion? . Sentiment and Data Analysis of Holy Books with R. Analysis of religious dogmas by exploring their Holy Books (The Bible, The Quran, The Dhammapada, and The Book of Mormon) with R

bible book-of-mormon data-analysis data-analytics data-visualisation data-visualization dataviz dhammapada holy-scriptures quran religions-studies religious religious-studies sentiment-analysis sentiment-polarity sentimental-analysis text-analysis text-analytics text-mining text-mining-analysis

Last synced: 07 Mar 2026

https://github.com/rosette-api/shell

Shell scripts for accessing Babel Street Analytics

bash-script categorization entity-extraction entity-linking linked-entities machine-learning name-translation natural-language-processing nlp sentiment shell-script shell-scripting text-analysis text-analytics text-mining tokenization

Last synced: 02 May 2025

https://github.com/lykmapipo/us-inaugural-addresses

Python scripts to download, process, and analyze US Inaugural Addresses

beautifulsoup4 gensim joblib lykmapipo natural-language-processing nlp nltk python python-scripts requests spacy text-analysis text-analytics text-extraction text-processing web-scraping

Last synced: 16 May 2026

https://github.com/dbracewell/hermes

A Natural Language Processing framework for Java

natural-language-processing nlp text-analytics text-mining

Last synced: 14 Jan 2026

https://github.com/easonlai/demo_for_azure_cognitive_services

Demo repository for Azure Cognitive Services

azure cognitive-services computer-vision face-detection face-recognition microsoft-azure microsoft-cognitive-services speech-to-text text-analytics text-to-speech

Last synced: 15 Jun 2026

https://github.com/easonlai/content_based_product_recommendation_samples

The sample code repository leverages Azure Text Analytics to extract key phrases from the product description as additional product features. And perform text relationship analysis with TF-IDF vectorization and Cosine Similarity for product recommendation.

azure-cognitive-services azure-text-analytics content-based-filtering content-based-recommendation cosine-similarity key-phrase-extraction machine-learning product-recommendation python python3 text-analytics tf-idf

Last synced: 15 Jun 2026

https://github.com/dajoker29/asimov

A Text Analysis Engine

text-analysis text-analytics writing-tool

Last synced: 18 Apr 2026

https://github.com/uts-cic/tap-api

A streaming version of the text analytics pipeline

akka-http akka-streams learning-analytics natural-language-processing text-analytics

Last synced: 12 May 2026

https://github.com/felipecruz91/twitter-analytics-pi

Twitter Analytics running in a Raspberry Pi 3 Model B

azure azure-cognitive-services docker influxdb raspberry-pi-3 sentiment-analysis text-analytics twitter

Last synced: 12 Apr 2026

https://github.com/rosette-api-community/rosette-for-excel

Microsoft Excel add-in that implements many endpoints through ribbon functions and formula support

entity-extraction excel machine-learning natural-language-processing nlp nlp-apis rosette text-analytics

Last synced: 28 Feb 2025

https://github.com/markomanninen/grcriddles

Study and examination of alphabetical and isopsephical riddles of the Ancient Greeks

greek jupyter-notebooks language-processing python semiotic text-analytics

Last synced: 14 May 2026

https://github.com/junioralive/sms-spam-detection

An interactive SMS Spam Detection application using Streamlit and machine learning. This app allows users to classify messages as spam or ham and view performance metrics for different models.

classification data-science machine-learning nlp sms-or-ham sms-spam sms-spam-classification sms-spam-detection spam-detection streamlit text-analytics

Last synced: 18 Apr 2026

https://github.com/aayushpatel007/docprofiler

A Python package to generate document profiles and extract metadata from text in parallel using several Docker images and NLP tools/frameworks.

aiohttp asynchronous-programming asyncio containerization docker entity-linking information-retrieval keyphrase-extraction metadata-extraction named-entity-recognition natural-language-processing python3 text-analytics text-summarization unsupervised-learning

Last synced: 05 May 2026

https://github.com/aayush-bhargav/text-analyst-app

The Text Analyst App is a versatile and user-friendly application developed using React, designed to enhance your writing and text manipulation experience.

css frontend-web html javascript react react-components react-router-dom reactjs text-analytics text-to-speech texteditor

Last synced: 27 Apr 2026

https://github.com/till-tietz/gsdmm

GSDMM Short Text Clustering via Dirichlet Mixture Models

cpp r rcpp text-analytics text-clustering

Last synced: 26 Feb 2026

https://github.com/rosette-api/curl-examples

cUrl examples for Babel Street Analytics

categorization curl entity-extraction lemmatization morphology natural-language-processing nlp relation-extraction sentiment text-analytics text-embedding text-mining tokenization

Last synced: 02 May 2025

https://github.com/avidlearnerinprogress/text_analytics_101

Coursework solutions for the course COMP47600 - Text Analytics

data-science data-visualization natural-language-processing nlp python3 r text-analytics

Last synced: 05 May 2026

https://github.com/craigtrim/tfidf-zones

TF IDF Zones

artificial-intelligence natural-language-processing stylometry text-analytics tf-idf tfidf

Last synced: 05 Feb 2026

https://github.com/zenklinov/introduction_to_text_analysis

This repository contains materials and resources for learning Text Analysis. The included Jupyter Notebook demonstrates key concepts using TextBlob for sentiment analysis.

nlp text-analytics

Last synced: 12 Oct 2025

https://github.com/shiyis/politics

The political text ideology classification tool provides a solution to expedite interpreting an author's intentions and subjectivity through quantitative measures.

political-analysis political-nlp text-analytics variational-inference

Last synced: 15 Feb 2026

https://github.com/cintia-shinoda/test-birdie

Data Science Internship @ Birdie

nlp python text-analytics

Last synced: 18 Apr 2026

https://github.com/rosette-api-community/rosette-for-docs

Google Docs add-on offering users the ability to extract entities, translate names, and research entities on wikipedia from within their multilingual document.

entities entity-extraction extract-entities language machine-learning name-translation natural-language-processing nlp text-analytics unstructured-data

Last synced: 03 Jun 2026

https://github.com/basemax/smartfilter

A Smart Filtering to keep and remove the character or words of the text. (SOON)

extract extract-data extract-features extract-information extract-text extraction extractive-summarization extractor php split splitter splitting text text-analysis text-analytics text-analyzer text-mining

Last synced: 02 May 2026

https://github.com/avijay24/wsd_from_scratch

Implemented a dictionary-based Word Sense Disambiguation(WSD) system that disambiguates the sense by comparing the definitions of the target word to the definitions of relevant words in the context. (Simple Lesk and Corpus Lesk)

corpus-lesk predictive-modeling python simple-lesk supervised-learning supervised-wsd text-analytics word-sense-disambiguation