Text Analytics With PythonLearn 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.
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Stock Market Prediction Web App Using Machine Learning And Sentiment AnalysisStock 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 whether the price is going to rise or fall
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billboard🎤 Lyrics/associated NLP data for Billboard's Top 100, 1950-2015.
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Orange3 Text🍊 📄 Text Mining add-on for Orange3
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stocktwits-sentimentStocktwits market sentiment analysis in Python with Keras and TensorFlow.
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StewardA stock portfolio manager that provides neural net based short-term predictions for stocks and natural language processing based analysis on community sentiments.
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Twitter Sentiment AnalysisThis script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event
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Pytreebank😡😇 Stanford Sentiment Treebank loader in Python
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brand-sentiment-analysisScripts utilizing Heartex platform to build brand sentiment analysis from the news
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stansentNo description or website provided.
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GroupDocs.Classification-for-.NETGroupDocs.Classification-for-.NET samples and showcase (text and documents classification and sentiment analysis)
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Whatsapp-analyticsperforming sentiment analysis on the whatsapp chats.
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chronistLong-term analysis of emotion, age, and sentiment using Lifeslice and text records.
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LSTM-sentiment-analysisLSTM sentiment analysis. Please look at my another repo for SVM and Naive algorithem
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stoxA Python Module That Uses ANN To Predict A Stocks Price And Also Provides Accurate Technical Analysis With Many High Potential Implementations!
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pystocklibPython library to Fetch & Analyze Stock Market data.
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tweets-preprocessorRepo containing the Twitter preprocessor module, developed by the AUTH OSWinds team
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Emotion and Polarity SOAn emotion classifier of text containing technical content from the SE domain
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wink-sentimentAccurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉
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sentiment-thermometerMeasure the sentiment towards a word, name or sentence on social networks
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SentimentrDictionary based sentiment analysis that considers valence shifters
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Adam qasADAM - A Question Answering System. Inspired from IBM Watson
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hmm market behaviorUnsupervised Learning to Market Behavior Forecasting Example
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finance-news-aggregatorA news aggregator in python, that focuses primarily on business and market news sources.
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Senti4SDAn emotion-polarity classifier specifically trained on developers' communication channels
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FAIGFully Automated IG Trading
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TextblobSimple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
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Beibo🤖 Predict the stock market with AI 用AI预测股票市场
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Deep Convolution Stock Technical AnalysisUses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.
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Stock Prediction ModelsGathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
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Nlp.jsAn NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
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stock-news-sentiment-analysisThis program uses Vader SentimentIntensityAnalyzer to calculate the news headline overall sentiment for a stock
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StocksentA Python library for sentiment analysis of various tickers from the latest news by trusted sources, and tools to plot results. 📈📊📰
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TradeTheEventImplementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021
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LanguagecrunchLanguageCrunch NLP server docker image
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Chatbot nerchatbot_ner: Named Entity Recognition for chatbots.
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TrollLanguage sentiment analysis and neural networks... for trolls.
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Twitter Sent DnnDeep Neural Network for Sentiment Analysis on Twitter
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Text mining resourcesResources for learning about Text Mining and Natural Language Processing
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hashformersHashformers is a framework for hashtag segmentation with transformers.
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BertsearchElasticsearch with BERT for advanced document search.
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StocktalkData collection tool for social media analytics
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Nlp With RubyCurated List: Practical Natural Language Processing done in Ruby
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Conv EmotionThis repo contains implementation of different architectures for emotion recognition in conversations.
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Media BiasMeasures public sentiment on Twitter towards politicians
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TwintAn advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.
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