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StockStream is a web application developed using Streamlit, designed to provide users with real-time stock price data, stock price prediction, and stock price analysis. This repository contains the source code and related files for the StockStream web app. Explore the code and unleash the potential of StockStream for your financial analysis needs.
Web scraped S&P 500 Data from Wikipedia using Pandas and performed Exploratory Data Analysis on the data. Then used Yahoo Finance to get the related stock data and displayed them in the form of charts.
An analysis of Tata Power's historical (July 2021- July 2022) stock data, that provides insights about Tata Power's stock value increase/ decrease on any given day.
A simple multipage Streamlit web app for classifying three datasets on the basis of three classifiers ('KNN', 'SVM', 'Random Forest') and on second page we have Stock Data Analysis which retrieve data like opening price, closing price, and other additional information and plotting graphs with the help of the information obtained using yfinance l…
Predicting the stock market is, without a doubt, one of the most challenging tasks in the finance industry. It is difficult to keep track of the market as many variables play an essential role in controlling it. Stock data analysis is used by investors and traders to make critical decisions related to the stocks. Investors and traders study and