https://github.com/yashverma3/stock-prediction-dash

An interactive stock dashboard, enabling users to input stock codes, select dates, and visualize trends, indicators, and forecasts. Utilized yfinance for historical data and integrated SVR model for predictive analysis, showcasing interactive charts and forecasts.
https://github.com/yashverma3/stock-prediction-dash

css dash flask html pandas plotly python sk-learn yfinance

Last synced: 3 months ago
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An interactive stock dashboard, enabling users to input stock codes, select dates, and visualize trends, indicators, and forecasts. Utilized yfinance for historical data and integrated SVR model for predictive analysis, showcasing interactive charts and forecasts.

• Host: GitHub
• URL: https://github.com/yashverma3/stock-prediction-dash
• Owner: yashverma3
• Created: 2023-08-22T21:14:02.000Z (almost 3 years ago)
• Default Branch: master
• Last Pushed: 2023-08-27T20:08:29.000Z (almost 3 years ago)
• Last Synced: 2025-08-02T01:40:35.834Z (11 months ago)
• Topics: css, dash, flask, html, pandas, plotly, python, sk-learn, yfinance
• Language: Python
• Homepage:
• Size: 184 KB
• Stars: 0
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Stock Prediction Dashboard

An interactive stock dashboard, enabling users to input stock codes, select dates, and visualize trends, indicators, and forecasts.

Utilized yfinance for historical data and integrated SVR model for predictive analysis, showcasing interactive charts and forecasts.

## Home Page

![Screenshot (22)](https://github.com/yashverma3/stock-prediction-dash/assets/87441621/ffcf71f2-24be-496e-aff1-5197de75f1ed)

## Fetching Details of a company using Stock Code

![Screenshot (23)](https://github.com/yashverma3/stock-prediction-dash/assets/87441621/8e308838-0347-4dc7-8dbe-f99f5b4c8552)

## Stock Price prediction graph

![Screenshot (24)](https://github.com/yashverma3/stock-prediction-dash/assets/87441621/ac799752-b39c-47f7-a44d-761338fb829c)

## Indicators and forecast graph

![Screenshot (25)](https://github.com/yashverma3/stock-prediction-dash/assets/87441621/963bc519-b484-4740-a2c1-f13f24081f5d)

## Run Locally

Clone the project

```bash

  git clone https://github.com/yashverma3/stock-prediction-dash

```

Install dependencies

```bash

  pip install -r requirements.txt

```

Run

```bash

  flask run

```

## Tech Stack

Python, Dash, Flask, Pandas, Sk-learn, Plotly, yFinance, HTML, CSS