This project automates the collection, analysis and reporting of business data using Python.
Manual reporting processes are time-consuming, error-prone and difficult to scale. This system provides an end-to-end automated solution for generating reliable business reports.
- Fetches sales data from APIs
- Cleans and processes raw data using pandas
- Calculates key business KPIs
- Generates Excel reports with charts
- Supports scheduled execution (cron / task scheduler)
- Optional email delivery of reports
- Sales performance reporting
- Marketing campaign analysis
- Financial summaries
- Operational KPI tracking
- Python
- pandas
- requests
- openpyxl
- Excel report with:
- KPI summary
- Daily revenue trends
- Revenue by sales channel
- Top-performing products
pip install -r requirements.txt