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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.

Python For Text Analysis ⭐ 410

If you want to use Python for text analysis, this course is for you!

Python Course ⭐ 369

Tutorial and introduction into programming with Python for the humanities and social sciences

Fake_news_detection ⭐ 251

Fake News Detection in Python

Blueprints Text ⭐ 198

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

CS579: Online Social Network Analysis at the Illinois Institute of Technology

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Matlab With Python ⭐ 86

Files demonstrating MATLAB and Python interoperability

Almost state of art text generation library

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

Natural Language Processing And Computational Linguistics ⭐ 55

Natural Language Processing and Computational Linguistics, published by Packt

Dadengandhispython ⭐ 51

【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384 Python网络爬虫快速入门https://www.bilibili.com/video/av720 我的联系邮箱[email protected]

Corpus Db ⭐ 38

A textual corpus database for the digital humanities.

Contexto ⭐ 38

Librería en Python para minería de texto y NLP

Text Analytics W Python 2e ⭐ 36

Source Code for 'Text Analytics with Python,' 2nd Edition by Dipanjan Sarkar

Comp90042 ⭐ 34

Align Linguistic Alignment ⭐ 33

Python library for extracting quantitative, reproducible metrics of multi-level alignment between two speakers in naturalistic language corpora.

Text Analysis ⭐ 32

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

Text Summarization And Visualization Using Watson Studio ⭐ 31

Can we quickly summarize & visualize text to get the details about the unstructured data? Yes we can! Please review this code pattern for all the steps involved to quickly summarize & visualize the data.

Diachronic Text Analysis ⭐ 25

Diachronic text analysis in Python

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.

Text Analysis 2017 ⭐ 21

Material for a 3 day workshop on computational text analysis for humanists and social scientists

Text Analysis For Humanities Research ⭐ 21

Berkeley DLab Python Intensive May 23-26

Nlp_public_policy ⭐ 20

NLP: An Application for Public Policy, PyCon Ireland 2018

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

Text Analysis Course ⭐ 17

Syllabus and material for a semester-long course on text analysis for the social science and humanities.

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).

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

Advanced Text Analytics for Business

Text_ml_course_2018 ⭐ 14

Slides and jupter notebooks for course on text analysis and machine learning for social science

Rediscovering Text As Data ⭐ 14

L&S 88-5 Connector Course to Data 8

Edgar Reports Text Analysis ⭐ 13

Data from EDGAR filling was extracted and text analysis was performed.

Covid19search ⭐ 12

Covid-19 Search App

Legalst 190 ⭐ 11

Data, Prediction, and Law

Group Project Work of Text Analytics and Natural Language Processing in Finance and Fintech

Bengali Text Summarization ⭐ 8

Text analysis for Bengali Text Summarization using Deep Learning

Lexicon The Auto Tagger ⭐ 8

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

Azure Ai Ml Workathon ⭐ 8

This series of workshops on various services is created to help you gain expertise on Azure cognitive and ML Services. You will be able to explore each functionality offered by the service through the GUI & REST APIs and observe the outcomes. We have also shared sample datasets related to each service to replicate what we have built in our workshops. Once you complete these labs, you’ll go from Zero to Hero on the respective service and should be able to Demo, Develop and Deploy your own custom

Xrhetor R1a ⭐ 8

Module for The Craft of Writing

Fakenews_pscore_match ⭐ 7

A Viz Of Ice And Fire ⭐ 7

Summarizing Entertainment Video Using Color and Dialogue

Text Analysis 2016 ⭐ 7

DH Computational Text Analysis Workshop Materials

Mahabharata ⭐ 7

A visualization of Mahabharata - the Indian Epic. An analysis of the charachters Karna and Arjuna from the text; exploring their appearances, descriptions and associations in the epic.

Late Style Pca ⭐ 7

An attempt to experimentally test Edward Said's claims about late style using computational text analysis and principal component analysis.

Text Analytics Tool ⭐ 7

This is an application that automates the process of text analysis with a user-friendly GUI. 📱 It has been implemented using Python and deployed with the Streamlit package.

Computational_text_analysis_4session ⭐ 7

And introduction to CTA in four 2hr sessions designed to help beginners build intuition, and to interact with workflows for natural language processing, supervised, and unsupervised approaches.

Moviereviewclassification ⭐ 6

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

Documentsearchengine ⭐ 6

Document Search Engine project with TF-IDF abd Google universal sentence encoder model

Financialanalysisusingnlpandmachinelearning ⭐ 6

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

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.

Gameofthrones ⭐ 5

Deep Learning Game of Thrones Subtitles

Thaitoxicitytweetcorpus ⭐ 5

Info3350 F20 ⭐ 5

Cornell INFO 3350: Text mining for history and literature, Fall 2020

Health_socialmedia ⭐ 5

Global Health Social Media Text Analytics

Machine Learning In Python ⭐ 5

My learnings on different algorithms of Machine Learning with Python .

Text_seminar ⭐ 5

Text analysis: planning to publication

Computational Text Analysis ⭐ 5

D-Lab's introduction to computational text analysis in four 2-hour sessions

Nlp_workshops ⭐ 5

Let's dive into text analysis

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

Dissertation ⭐ 5

A dissertation in computational literary analysis, called "The Eye of Modernism: Visual Imaginations of British literature, 1880-1930"

Predict_bitcoin_using_reddit_sentiment ⭐ 5

Sentiment analysis of Reddit comments to predict bitcoin price movement

Text Mining Minor Projects ⭐ 5

SPSS for text mining, web crawling, sentiment analysis, POS, stemming, etc

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