https://github.com/centralfloridaattorney/yahoostocks

YahooStock is a simple tool to make training and testing splits of stock market data from Yahoo using a ticker symbol.
https://github.com/centralfloridaattorney/yahoostocks

data-science machine-learning stock-market training-data

Last synced: 11 days ago
JSON representation

YahooStock is a simple tool to make training and testing splits of stock market data from Yahoo using a ticker symbol.

• Host: GitHub
• URL: https://github.com/centralfloridaattorney/yahoostocks
• Owner: CentralFloridaAttorney
• Created: 2023-01-01T16:25:37.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2023-04-23T18:28:29.000Z (about 2 years ago)
• Last Synced: 2025-04-09T11:50:24.285Z (2 months ago)
• Topics: data-science, machine-learning, stock-market, training-data
• Language: Python
• Homepage:
• Size: 137 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Explanation of what the code does

This module uses publicly available data from the yahoo finance api and creates training sets to be used by the neural network

# Why use yahoostocks?

    Get a stock's historical market data: 

        tsla_stock = YahooStock('TSLA')

    Create testing and training sets for machine learning: 

        x_training, y_training, x_target, y_target = stock_object.get_test_train_split(

            _data=stock_object.price_frame,

            _train_end_col=3,

            _batch_size=6,

            _train_ratio=.87,

            _target_column_start=5

        )

_yahoostock is not affiliated with the company Yahoo(exclamation) or Tesla_

# tsla_stock.price_frame:

    date|high|low|open|close|volume|adjclose|formatted_date

    

    ---|---|---|---|---|---|---|---

    1277818200|1.6666669845581055|1.1693329811096191|1.2666670083999634|1.5926669836044312|281494500|1.5926669836044312|2010-06-29

    

    1277904600|2.0280001163482666|1.553333044052124|1.7193330526351929|1.5886670351028442|257806500|1.5886670351028442|2010-06-30

    

    1277991000|1.7280000448226929|1.3513330221176147|1.6666669845581055|1.4639999866485596|123282000|1.4639999866485596|2010-07-01

    

    1278077400|1.5399999618530273|1.24733304977417|1.5333329439163208|1.2799999713897705|77097000|1.2799999713897705|2010-07-02

_Tesla's stock market data is never guaranteed to be accurate_

### x_train:

    date|high|low

    ---|---|---

    

    1277818200|1.6666669845581055|1.1693329811096191

    

    1277904600|2.0280001163482666|1.553333044052124

    

    1277991000|1.7280000448226929|1.3513330221176147

    

    1278077400|1.5399999618530273|1.24733304977417

### x_target:

    volume

    ---

    

    281494500

    

    257806500

    

    123282000

    

    77097000

### y_train:

    date|high|low

    

    ---|---|---

    1604932200|150.8333282470703|140.3333282470703

    

    1605018600|140.02999877929688|132.00999450683594

    

    1605105000|139.56666564941406|136.86000061035156

    

    1605191400|141.0|136.5066680908203

### y_target:

    volume

    

    ---

    

    104499000

    

    90852600

    

    52073100

    

    59565300