jb3 0.1.1

JB3 package – unified access to LJSE and NASDAQ financial data

JB3

JB3 is a Python package providing unified access to LJSE and NASDAQ financial data. It allows easy download, cleaning, and pivoting of historical stock data for analysis and research.

Features

•	Download historical NASDAQ and LJSE stock data
•	Clean and format numeric columns (close, open, high, low, volume)
•	Pivot data by ticker for easy analysis
•	Flexible filtering by exchange, market cap, analyst rating, sector, region, and country

Installation

Run the following command to install JB3:

pip install jb3

Usage

Import the module and download data as follows:

from jb3 import nasdaq

Download NASDAQ data for AAPL

df = nasdaq.download_ticker_data(“AAPL”, clean=True, pivot_col=“close”)
print(df.head())

Parameters for Screeners

•	**Exchange**: NASDAQ, Global Select, Global Market, Capital Market, ADR, NYSE, AMEX
•	**Market Cap**: Mega (>$200B), Large ($10B-$200B), Medium ($2B-$10B), Small ($300M-$2B), Micro ($50M-$300M), Nano (<$50M)
•	**Analyst Rating**: Strong Buy, Hold, Buy, Sell, Strong Sell
•	**Sector**: Technology, Telecommunications, Healthcare, Financials, Real Estate, Consumer Discretionary, Consumer Staples, Industrials, Basic Materials, Energy, Utilities
•	**Region**: Africa, Asia, Australia and South Pacific, Caribbean, Europe, Middle East, North America, South America
•	**Country**: United States, Israel, Malaysia, United Kingdom, Netherlands, China, Canada, South Korea, Guernsey, Singapore, Taiwan, Switzerland, Belgium, Cayman Islands, Norway, Brazil, Ireland, Australia

LJSE Documentation

https://pypi.org/project/LJSE/