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https://github.com/khanovico/python-stock-analyzer
This is a Webapp implemented by python and several data science frameworks, enabling online stock trend analyzing.
https://github.com/khanovico/python-stock-analyzer
amcharts-js-charts data-analysis data-visualization flask javascript pandas python scikit-learn
Last synced: about 1 month ago
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This is a Webapp implemented by python and several data science frameworks, enabling online stock trend analyzing.
- Host: GitHub
- URL: https://github.com/khanovico/python-stock-analyzer
- Owner: khanovico
- Created: 2024-08-04T23:21:01.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2024-08-04T23:34:22.000Z (6 months ago)
- Last Synced: 2024-11-10T04:03:06.289Z (3 months ago)
- Topics: amcharts-js-charts, data-analysis, data-visualization, flask, javascript, pandas, python, scikit-learn
- Language: HTML
- Homepage:
- Size: 7.68 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Python Stock Analyser
This is hand-crafted python webapp project, built with Pandas and Scikit-learn frameworks as data analyzing tools, AmCharts as visualization tool and with Flask python backend.
This stock analyser plays the role of data entry and center at the same time.Usage:
1. Download latest miniconda version and install it on local os.
2. Set up python enviroment for running the app.
```
$ pip install -r requirements.txt
$ export FLASK_APP=app.py
$ flask run
```## WebApp Usage:
### Once in webapp input stock symbol you want to analyze, then select start date and end date, be weary of date selection for every stock. App is using Pandas_DataReader to retrieve the data. After hitting submit, you'll be presented with a beautiful AmCharts graph.
## TODO:
#### * Create APIs for data processing instead of running the whole logica app for the data process
#### * Create other views for data analysis
#### * Make the top bar work correctly, returning the data to the ORIGIN request***This is beta software so remember everything might probably come crashing down...
Made with ❤ by KhanovicAI