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58 search results found

Stocksight ⭐ 1,557

Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

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

Lstm_rnn_tutorials_with_demo ⭐ 268

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

Stock Predictor ⭐ 250

Listens for Stock news on Twitter, performs sentiment analysis by mining information from an online news source, performs supervised predictive modeling and suggests buy or sell decisions of the stock. Computes portfolio returns over time.

Reddit Sentiment Analysis ⭐ 203

This program goes thru reddit, finds the most mentioned tickers and uses Vader SentimentIntensityAnalyzer to calculate the ticker compound value.

Real Time Stock Market Prediction Using Ensemble Dl And Rainbow Dqn ⭐ 125

Nlp_papers ⭐ 104

NLP papers applicable to financial markets

Awesome Financial Nlp ⭐ 98

Researches for Natural Language Processing for Financial Domain

Sentiment Analysis Of Financial News Data ⭐ 98

Sentiment Analysis of news on stock prices

Showmethemoney ⭐ 72

A Sentiment Analysis Tool on Financial Data

Strtsmrt ⭐ 57

Stock price trend prediction with news sentiment analysis using deep learning

Predicting the stock market with sentiment analysis and LSTM techniques

Pyspider Stock ⭐ 56

A project using pyspider to collect data and NLP techs to analyze the correlation among the data

Deepearnings ⭐ 52

Emm For Stock Prediction ⭐ 48

We propose a model to analyze sentiment of online stock forum and use the information to predict stock volatility in the Chinese market. By generating a sentimental dictionary, we analyze the sentimental tendencies of each post as sentiment indicators. Such sentimental information will be fused with market data for prediction based on Recurrent Neural Networks (RNNs). We manually labeled the sentiment of forum post and make the data public available for research. Empirical evidence shows that 8

Stock Market Sentiment Analysis ⭐ 38

Identification of trends in the stock prices of a company by performing fundamental analysis of the company. News articles were provided as training data-sets to the model which classified the articles as positive or neutral. Sentiment score was computed by calculating the difference between positive and negative words present in the news article. Comparisons were made between the actual stock prices and the sentiment scores. Naive Bayes, OneR and Random Forest algorithms were used to observe th

Financial Web Scraper & Sentiment Classifier

Stock Prediction ⭐ 37

LSTM RNN for sentiment-based stock prediction

Equity Portfolio Prediction ⭐ 36

Stocktwits Sentiment ⭐ 28

Stocktwits market sentiment analysis in Python with Keras and TensorFlow.

Chinese Stock Prediction Using Weibo Baidu News Sentiment ⭐ 25

📈 A neural network regression model trained to predict the mean stock price percentage change everyday using financial factors like previous close price, actual previous close price, open price, market capitalization, total market value, price-to-earning ratio and price-to-book ratio, along with corresponding Sina Weibo and Baidu News sentiment scores.

Analyzing social media sentiment and its impact on stock market

Code implementation of "SENN: Stock Ensemble-based Neural Network for Stock Market Prediction using Historical Stock Data and Sentiment Analysis"

Alpaca Stock Trading Bot ⭐ 22

📈 Q-Learning and Sentiment Analysis Stock Trade Bot Powered by Alpaca

Chart Stock Market ⭐ 22

A company tracking app that requests real time stock data via websocket connections and draws interactive graphs with d3.js and HTML5 canvas. Uses Twitter streaming data and algorithmic analysis to explore relationship between company performance and Twitter sentiment. HTML/CSS, Javascript, React, Node, Express, MongoDB, d3.js

Stock Prediction Nlp ⭐ 20

Repo for my MSc Thesis

A stock portfolio manager that provides neural net based short-term predictions for stocks and natural language processing based analysis on community sentiments.

Stock News Sentiment Analysis ⭐ 18

This program uses Vader SentimentIntensityAnalyzer to calculate the news headline overall sentiment for a stock

💰 Interactive dashboard for Stock Market Investments

Stockmarketanalysis ⭐ 13

Using the power of Big Data Tools to analyze Stock Market

Hashtagcashtag ⭐ 13

insight data engineering project

Stockpredictionwithsentiment ⭐ 12

This repository delineates the affect of social perception on the stock price of a company

Twitter Stock Sentiment ⭐ 10

Stock market sentiment analysis on twitter

Stock Market Prediction Using Sentiment Analysis ⭐ 10

stock market predictions using sentiment analysis, a deep learning project(data and news based on pakistani stock exchange and news(Dawn news))

Rnn_lstm_stock_model ⭐ 10

Using recurrent neural networks with LSTM cells to predict stock prices. Takes into account twitter trends.

Prediction In Stock Market Based On Svm ⭐ 9

ML Scikit-learn

Stockingtrump ⭐ 8

Selling stocks based on Trump's tweets

Sentimental Stock Prediction ⭐ 8

Analyzes the sentiment of SEC quarterly earnings reports to predict future stock prices

Tipranks Api V2 ⭐ 8

tipranks.com API to access price targets, news sentiments and trending stocks.

Bert_stock_forecasting ⭐ 8

Stock price forecasting stuff with BERT

Getting Rich With Rnn Nlp Stocks ⭐ 7

Top of the line stock predictor from 1995

Stock_market_sentiment ⭐ 7

Resources for Sentiment Analysis on Stock Market Text

Hackmit Stock Prediction ⭐ 7

Stock price prediction through market data and sentiment analysed twitter data

Ceo Tweets Analysis Natural Language Processing ⭐ 7

Analyzed the impact of CEO tweets on stock market and made recommendations to make them more influential

Sentimento ⭐ 7

An intelligent stock market sentiment analytic engine 🚀

Sentimentstock ⭐ 7

Simple Stock Sentiment Analysis with news data in Keras

Twitter Sentiment Analysis And Stock Prediction ⭐ 7

My capstone project for Udacity Machine Learning Nanodegree

Ik1701_fyp ⭐ 6

Stock Market Prediction with Social Media and News Data through a Deep Learning Model

Stock_tweets_analysis ⭐ 6

Stock Market Analysis ⭐ 6

Main idea is to get an comprehensive idea about a certain stock with prediction values for next few days; sentiment analysis on the news related to stocks and many more visualizations with built in comparison feature which support a powerful search engine.

Nse_sentiment_analysis ⭐ 6

A tool that crawls Nairobi Stock Exchange(NSE) Listed Companies' financial news then computes the polarity for that day(Positive, Negative or Neutral).

Extract sentiment information from 10Q/K forms and predict short term stock return

Stocksprediction Ml ⭐ 5

Effect of Tweets' sentiment on Stock prices.

Sentiment Analysis ⭐ 5

Twitter Sentiment Analysis for Stock prediction

Columbia Coms4995 Stockprediction ⭐ 5

Stock Market Prediction Clustering ⭐ 5

Using Stock Market data and Multiple Clustering Algorithm to predict best approach

Cs229stockprediction ⭐ 5

Novel approaches to sentiment analysis for stock prediction

Sentimenttrader ⭐ 5

Cryptocurrency Sentiment Trader

Stock Predict ⭐ 5

Big Data Analytics project to predict the value of the company stocks using sentiment analysis of Social Media (Twitter) and News Data Sets (Wall Street Journal)

Investor Sentiment On Twitter ⭐ 5

Sentiment analysis on stock related Tweets and subsequent investigation of investor sentiment impact on stock prices

Bullishtweets ⭐ 5

Stock Sentiment Analysis

Group 7 Stocktweets ⭐ 5

Group 7 - StockTweets (Zhiwen Guan, Yubo Pan, Yuanda Li)

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