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45 search results found

Text Analytics With Python ⭐ 1,073

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.

Obsei ⭐ 1,020

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 .

Whatlang Rs ⭐ 919

Natural language detection library for Rust. Try demo online: https://whatlang.org/

Quanteda ⭐ 818

An R package for the Quantitative Analysis of Textual Data

A Modern C++ Data Sciences Toolkit

Graphbrain ⭐ 551

Language, Knowledge, Cognition

Awesome Sentiment Analysis ⭐ 513

Repository with all what is necessary for sentiment analysis and related areas

Text_mining_resources ⭐ 511

Resources for learning about Text Mining and Natural Language Processing

Php Text Analysis ⭐ 484

PHP Text Analysis is a library for performing Information Retrieval (IR) and Natural Language Processing (NLP) tasks using the PHP language

Legal Text Analytics ⭐ 481

A list of selected resources, methods, and tools dedicated to Legal Text Analytics.

Giveme5w1h ⭐ 451

Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?

Pykospacing ⭐ 348

Automatic Korean word spacing with Python

Textpipe ⭐ 290

Textpipe: clean and extract metadata from text

Textnets ⭐ 270

Text analysis with networks.

Shifterator ⭐ 247

Interpretable data visualizations for understanding how texts differ at the word level

Blueprints Text ⭐ 198

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

Textvec ⭐ 190

Text vectorization tool to outperform TFIDF for classification tasks

Awesome Text Classification ⭐ 144

Awesome-Text-Classification Projects,Papers,Tutorial .

Stanza Old ⭐ 141

Stanford NLP group's shared Python tools.

R Text Data ⭐ 109

List of textual data sources to be used for text mining in R

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Библиотека для извлечения статистик из текстов на русском языке.

[BEA @ ACL 2023] General-purpose tool for linguistic features extraction; Tested on readability assessment, essay scoring, fake news detection, hate speech detection, etc.

Nlpbuddy ⭐ 82

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

Wordhoard ⭐ 81

This Python module can be used to obtain antonyms, synonyms, hypernyms, hyponyms, homophones and definitions.

Chinesetextanalysisresouce ⭐ 78

中文文本分析相关资源汇总

ITP A2Z Course for Fall 2018

Oneai Node ⭐ 61

Natural language processing - summarization, sentiment analysis, topic detection and more.

Apache Spark (Scala, PySpark, SparkR) Code, Tricks, and References

BERT, LDA, and TFIDF based keyword extraction in Python

Biomedicus2 ⭐ 44

Code for the old version of BioMedICUS, for the new version see the biomedicus3 repository.

Oleanderstemminglibrary ⭐ 43

Porter stemming library (C++)

Corpus Db ⭐ 38

A textual corpus database for the digital humanities.

Rosette API Client Library for Python

Gendergaptracker ⭐ 36

Scrape news articles and analyze them using NLP to quantify the gender gap in Canadian mainstream media

Oneai Python ⭐ 35

Python SDK for One AI APIs. One AI is an NLP-as-a-service platform. Our APIs enables language comprehension in context, transforming texts from any source into structured data to use in code.

A tool for learning significant phrase/term models, and efficiently labeling with them.

Terminology EXtraction and Text Analytics (TEXTA) Toolkit

Py Lingualytics ⭐ 32

A text analytics library with support for codemixed data

Autobrewml ⭐ 24

With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.

Deeplearning And Nlp ⭐ 24

Deep Learning notes and practical implementation with Tensorflow and keras. Text Analytics and practical application implementation with NLTK, Spacy and Gensim.

Rosette Elasticsearch Plugin ⭐ 24

Document Enrichment plugin for Elasticsearch

Text Summarization Using Nlp ⭐ 23

Text Summarization using NLP to fetch BBC News Article and summarize its text and also it includes custom article Summarization

DEPRECATED - The Concept Mover's Distance Method is now available in the text2map package. Concept Mover's Distance measure a document's conceptual engagement using word embeddings.

Nlp_public_policy ⭐ 20

NLP: An Application for Public Policy, PyCon Ireland 2018

Schrutepy ⭐ 20

The Entire Transcript from the Office in Tidy Format

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

Knime Textprocessing ⭐ 18

KNIME - Text Processing Extension (Labs)

Textdatasetcleaner ⭐ 18

Настраиваемый пайплайн для очистки текстовых датасетов от мусора

Corpusexplorer2.0 ⭐ 17

Korpuslinguistik war noch nie so einfach...

Package for extracting emotions from social media text. Tailored for financial data.

Text_analytics_on_mpp ⭐ 16

Collection of tutorials on text analytics/NLP, including vector space models, neural language models and topic models on the Pivotal MPP platform (Greenplum/HAWQ).

Text Analytics Pipeline (TAP)

NLPiper is a package that agglomerates different NLP tools and applies their transformations in the target document.

Psychwordvec ⭐ 15

🔜 Integrative Toolbox of Word Embedding Research for Psychological Science.

Giveme5w ⭐ 15

Extraction of the five journalistic W-questions (5W) from news articles

Trunajod2.0 ⭐ 14

An easy-to-use library to extract indices from texts.

Biomedicus ⭐ 14

BioMedICUS: A biomedical and clinical NLP engine.

Hidden Markov Model For Nlp ⭐ 13

This is about spam classification using HMM model in python language

DHLAB is a library of python modules for accessing text and pictures at the National Library of Norway.

🚀 Tokenize and clean strings in Python

Aylien_newsapi_python ⭐ 12

AYLIEN's officially supported Python client library for accessing News API

Chronologicalpersianpoetrydataset ⭐ 11

A chronological (up to the century in which the poet has lived) of Persian poetry, extracted from the brilliant Ganjoor database

Split Markdown4gpt ⭐ 11

A Python tool for splitting large Markdown files into smaller sections based on a specified token limit. This is particularly useful for processing large Markdown files with GPT models, as it allows the models to handle the data in manageable chunks.

uncover old chinese textual parallels based on sound

Mint Youtube ⭐ 11

Comment analytics tool for YouTube videos

Textplorer ⭐ 11

Visual analytics application for qualitative text analysis

R Shiny app for tweet analysis

Jgtextrank ⭐ 10

jgtextrank: Yet another Python implementation of TextRank

Dcss_supplementary ⭐ 10

Supplementary materials for McLevey 2021 Doing Computational Social Science (Sage, UK).

Tools that support "Natural Language Processing" for Korean text analytics.

Rosette API Client Library for Java

Gsoc2019 Text Extraction ⭐ 10

GSoC 2019: Development of a Tool for Extracting Quantitative Text Profiles

Lingmatch ⭐ 9

An all-in-one R package for the assessment of linguistic similarity

Word-Based Dictionaries for Natural Language

Russian_subtitles_dataset ⭐ 9

Preprocessing of the dataset of 347 subtitles for the TV series (thanks to Taiga Corpus) to build a word2vec model, JamSpell model, neural network training, chat bot training or in any other NLP task.

Googleapis ⭐ 8

R client for accessing Google Cloud Natural Language APIs

Data Science Portfolio ⭐ 8

Portfolio including my data science projects for academic, self-learning, and hobby.

Lexicon The Auto Tagger ⭐ 8

A browser extension to automatically generate tags for your online blog, article or post.

Rosette API Client Library for Node.js

Textanalysis ⭐ 8

Text Analysis in R

Napkin Text Analysis ⭐ 8

Napkin is a simple tool to produce statistical analysis of a text

Nlp Hashtag Parser ⭐ 7

split lower case twitter hash tags by word entropy 🤯

Meaningcloud Php ⭐ 7

MeaningCloud's official PHP SDK

Covid 19_textanalytics_matlab ⭐ 6

Nltk_model ⭐ 6

The NLTK Model Submodule.

Moviereviewclassification ⭐ 6

Movie Review Classification using NLP(Natural Language Processing) and ML(Machine Learning)

Financialanalysisusingnlpandmachinelearning ⭐ 6

Used text analytics (NLP) and machine learning to determine the true earnings quality of publicly listed companies

News Sentiment Development ⭐ 6

Analyzing the sentiment development of news articles with the topic "migration" over time.

Discourse Analytics Of Political Speech Transcripts ⭐ 6

Political Discourse Analysis (PDA) using Natural Language Processing (NLP)

Aylien_newsapi_nodejs ⭐ 6

AYLIEN's officially supported Node.js client library for accessing News API

Digitalowl Pysemantics ⭐ 6

Free Python client, that utilizes the digitalowl.org NLP API.

Sentiment Analysis Of Twitter Data Using Logistic Regression ⭐ 6

Sentiment Analysis of Twitter Data Using Logistic Regression

Rosette API Client Library for C#

Digital_tekstanalyse ⭐ 5

Nasjonalbiblioteket har utviklet et API (Application Programming Interface) mot tekstene i NB Digital (bøker og aviser) og en funksjonalitet for bruk av API-et i Jupyter Notebook som kan benyttes av forskere.

Aylien_newsapi_go ⭐ 5

AYLIEN's officially supported Go client library for accessing News API

Course Computational Literary Analysis Readings ⭐ 5

Syllabus and course readings for Introduction to Computational Literary Analysis, a course taught at UC-Berkeley in Summer 2018, 2019, and 2020, and at Columbia University in Fall 2020.

Nlp_workshops ⭐ 5

Let's dive into text analysis

An end-to-end event extraction and summarization system.

Lyric Sentiment ⭐ 5

Sentiment analysis of all songs that entered the Billboard Hot 100 charts from 1958-2019

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