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The Top 23 Python Sentiment Open Source Projects

Open source projects categorized as Python Sentiment
Vadersentiment ⭐ 3,779
VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.
dependent packages 47total releases 15most recent commit a year agopypi vaderSentiment} Downloads
Course Nlp ⭐ 3,271
A Code-First Introduction to NLP course
most recent commit a year ago
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148most recent commit 8 months agopypi scattertext} Downloads
Absa Pytorch ⭐ 1,782
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
most recent commit 10 months ago
Ml Class ⭐ 1,754
Machine learning lessons and teaching projects designed for engineers
most recent commit 2 years ago
Stocksight ⭐ 1,557
Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
most recent commit a year ago
Generating Reviews Discovering Sentiment ⭐ 1,484
Code for "Learning to Generate Reviews and Discovering Sentiment"
most recent commit 10 months ago
Twitter Sentiment Analysis ⭐ 1,322
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
most recent commit a year ago
Senta ⭐ 1,272
Baidu's open-source Sentiment Analysis System.
total releases 6most recent commit 3 years ago
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.
most recent commit 3 years ago
Sentiment Discovery ⭐ 997
Unsupervised Language Modeling at scale for robust sentiment classification
most recent commit 4 years ago
Nlu ⭐ 775
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
most recent commit 3 months ago
Awesome Sentiment Analysis ⭐ 770
😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤
most recent commit 6 years ago
Sentimentpolarityanalysis ⭐ 674
情感极性分析repository1：基于情感词典、k-NN、Bayes、最大熵、SVM的情感极性分析
most recent commit 6 years ago
Sentiment Analysis Twitter ⭐ 628
🎓RESEARCH [NLP 💭] We use different feature sets and machine learning classifiers to determine the best combination for sentiment analysis of twitter.
most recent commit 3 years ago
Tutorials ⭐ 552
Code for some of my articles
most recent commit 2 years ago
Data Science Your Way ⭐ 532
Ways of doing Data Science Engineering and Machine Learning in R and Python
most recent commit 3 years ago
Mmsa ⭐ 494
MMSA is a unified framework for Multimodal Sentiment Analysis.
total releases 11most recent commit 4 months ago
Sentibridge ⭐ 488
SentiBridge: A Knowledge Base for Entity-Sentiment Representation
most recent commit 6 years ago
Chinese_sentiment ⭐ 463
中文情感分析，CNN，BI-LSTM，文本分类
most recent commit 2 years ago
Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460
Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation
most recent commit 3 months ago
Ajax Movie Recommendation System With Sentiment Analysis ⭐ 449
A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user
most recent commit 3 months ago
Ccf Bdci Sentiment Analysis Baseline ⭐ 416
The code for CCF-BDCI-Sentiment-Analysis-Baseline
most recent commit a year ago
The 10 Most Depended On Python Sentiment Open Source Projects
Meaningcloud Python ⭐ 23
MeaningCloud's official Python SDK
dependent packages 7total releases 11latest release September 15, 2020most recent commit 2 years agopypi MeaningCloud-python} Downloads
Pytreebank ⭐ 83
:rage::innocent: Stanford Sentiment Treebank loader in Python
dependent packages 3total releases 21latest release February 18, 2020most recent commit 4 years agopypi pytreebank} Downloads
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148latest release April 18, 2023most recent commit 8 months agopypi scattertext} Downloads
Dostoevsky ⭐ 296
Sentiment analysis library for russian language
dependent packages 2total releases 10latest release January 11, 2021most recent commit 6 months agopypi dostoevsky} Downloads
Ekonlpy ⭐ 49
Korean NLP Python Library for Economic Analysis
dependent packages 2total releases 13latest release July 24, 2023most recent commit 3 months agopypi ekonlpy} Downloads
Evomsa ⭐ 11
Sentiment Analysis System based on B4MSA and EvoDAG
dependent packages 1total releases 85latest release November 28, 2023most recent commit 3 months agopypi EvoMSA} Downloads
Emoji_translate ⭐ 5
Translate your emojis
dependent packages 1total releases 2latest release July 19, 2022most recent commit 2 years agopypi emoji-translate} Downloads
Oseti ⭐ 87
Dictionary based Sentiment Analysis for Japanese
dependent packages 1total releases 9latest release August 20, 2022most recent commit 3 months agopypi oseti} Downloads
The 10 Latest Releases In Python Sentiment Open Source Projects
Evomsa ⭐ 11
Sentiment Analysis System based on B4MSA and EvoDAG
dependent packages 1total releases 85latest release November 28, 2023most recent commit 3 months agopypi EvoMSA} Downloads
Senpy ⭐ 70
A sentiment and emotion analysis server in Python
total releases 79latest release October 02, 2023most recent commit 7 months ago
Sdk Python ⭐ 11
total releases 30latest release September 26, 2023most recent commit a year ago
Ekonlpy ⭐ 49
Korean NLP Python Library for Economic Analysis
dependent packages 2total releases 13latest release July 24, 2023most recent commit 3 months agopypi ekonlpy} Downloads
Surv_ai ⭐ 70
A framework to empower quantitative modeling using Large Language Models (LLMs)
total releases 12latest release June 13, 2023most recent commit 10 months ago
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148latest release April 18, 2023most recent commit 8 months agopypi scattertext} Downloads
Hyperdrive ⭐ 42
algorithmic trading using machine learning
total releases 87latest release January 15, 2023most recent commit 10 months ago
Spacy Sentiws ⭐ 34
German sentiment scores with SentiWS as extension for spaCy
total releases 4latest release November 26, 2022most recent commit a year ago
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