kaushikjadhav01 / Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis

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 whether the price is going to rise or fall

Date Created 2020-06-13 (3 years ago)

Commits 42 (last one 3 months ago)

Stargazers 565 (5 this week)

Watchers 28 (0 this week)

Forks 199

License mit

Ranking

RepositoryStats indexes 523,840 repositories, of these kaushikjadhav01/Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis is ranked #77,410 (85th percentile) for total stargazers, and #76,763 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #12,127/100,813.

kaushikjadhav01/Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis is also tagged with popular topics, for these it's ranked: python (#4,037/20132), machine-learning (#1,780/7264), tensorflow (#632/2146), wordpress (#147/1038), flask (#159/943), keras (#200/751), twitter (#114/586), sentiment-analysis (#37/234), stock-market (#42/202)

Other Information

kaushikjadhav01/Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis has 3 open pull requests on Github, 1 pull request has been merged over the lifetime of the repository.

Github issues are enabled, there are 19 open issues and 6 closed issues.

There have been 1 release, the latest one was published on 2024-01-18 (4 months ago) with the name v1.1.0.

All Topics

lstm arima flask keras python tweepy twitter yfinance wordpress tensorflow alphavantage stock-market machine-learning linear-regression sentiment-analysis stock-price-prediction

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

15 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The only known language in this repository is Python

updated: 2024-05-31 @ 08:45pm, id: 272013415 / R_kgDOEDaYZw