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A Python library for processing Google Analytics 4 data

Project description

GA4 Analytics Processor

A Python library for processing Google Analytics 4 data with built-in data transformations and channel grouping logic.

Installation

pip install ga4-analytics-processor

Quick Start

from ga4_analytics import GA4Processor
from datetime import datetime, timedelta

# Initialize processor
processor = GA4Processor(
    credentials_path="/path/to/your/credentials.json",
    property_id="your_ga4_property_id"
)

# Define date range
end_date = datetime.now().date()
start_date = end_date - timedelta(days=7)

# Fetch and process general report
df = processor.get_general_report(start_date, end_date)
print(df.head())

Features

  • Easy GA4 API integration
  • Built-in data transformations and cleaning
  • Channel grouping and campaign labeling
  • Revenue reallocation logic
  • Email campaign data integration
  • Configurable data formatting

Requirements

  • Python 3.8+
  • Google Analytics Data API credentials
  • pandas, numpy, google-analytics-data

License

MIT License

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