Metadata-Version: 2.1
Name: analyze_stocks_india
Version: 1.0.0
Summary: A python package to download historic stock prices from NSE website and process them to find best stock to purchase
Author: Prasanna Raut
Author-email: Prasanna Raut <prasannaraut36@gmail.com>
Project-URL: Homepage, https://github.com/prasannaraut/analyze_stocks_india
Project-URL: Issues, https://github.com/prasannaraut/analyze_stocks_india/blob/main/issues
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Requires-Python: >=3.10
Description-Content-Type: text/x-rst
License-File: LICENSE
Requires-Dist: numpy>=2.0.0
Requires-Dist: pandas>=2.2.2
Requires-Dist: nltk>=3.8.1
Requires-Dist: plotly>=5.22.0
Requires-Dist: requests>=2.32.3
Requires-Dist: bs4
Requires-Dist: tenacity>=8.3.0

Objective
    Library of functions for stock price trend prediction

Python Requirement
    version >= 3.10

Packages requirement
    As mentioned in requirements.txt

Folder Structure
    All required library files are in directory analyze_stocks_india

Stock Files
    All the downloaded files are in directory data_files --> raw
    All the processed data files are in directory data_files --> processed
    Note: After installation of library 'data_files' folder will not be present,

Sample Scripts
    Few sample scripts have been created in sample_scripts folder for ease of understanding

Library Packages
    create_plot.py --> to create plots of stock trend and trading volume
    download_historic_data.py --> to download data files from nse webseite and process them
    get_stock_moment_from_optionChain.py --> Recomends stocks using option chain data
    Mean_Reverser_Strategy.py --> Apply Mean Reverser Strategy and recommend stocks
    news_sentiment_analysis_Indian_Stocks.py --> performs a sentiment analysis on stock based on google news headline from last 7 days

Extra Information for different types of data from NSE website.
	SYMBOL: Symbol of the listed company.
	SERIES: Series of the equity. Values are [EQ, BE, BL, BT, GC and IL]
	OPEN: The opening market price of the equity symbol on the date.
	HIGH: The highest market price of the equity symbol on the date.
	LOW: The lowest recorded market price of the equity symbol on the date.
	CLOSE: The closing recorded price of the equity symbol on the date.
	LAST: The last traded price of the equity symbol on the date.
	PREVCLOSE: The previous day closing price of the equity symbol on the date.
	TOTTRDQTY: Total traded quantity of the equity symbol on the date.
	TOTTRDVAL: Total traded volume of the equity symbol on the date.
	TIMESTAMP: Date of record.
	TOTALTRADES: Total trades executed on the day.
	ISIN: International Securities Identification Number.
