Automate Excel reports with Python | Query database with Pandas | Split and save Dataframe to file

Опубликовано: 11 Февраль 2026
на канале: BI Insights Inc
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Excel is a powerful and widely used tool for data analysis. In this video, we will look at how to automate excel reports with Python. How to query a database and import data into a dataframe. Slice and dice this data in a dataframe. How to use OS module to create a directory structure and finally save the files in the directory.

SQL Server ODBC driver 11 for SQL Server for Windows
https://www.microsoft.com/en-us/downl...

Command to install pyodbc package: pip install pyodbc
https://pypi.org/project/pyodbc/

GitHub repo link for excel file, Notebook and SQL code
https://github.com/hnawaz007/pythonda...

GitHub link for AdventureWorks2012 database file
https://github.com/Microsoft/sql-serv...

How to install Pycharm IDE on windows:
   • How to Install PyCharm IDE on Windows 10  

Getting started with Jupyter Notebook:
   • Install Jupyter Notebook on Windows | Pyth...  

Video Outline!
0:00 - Intro: business scenario
0:48 - Data Overview
1:50 - Import required libraries
2:40 - Create Database connection
3:40 - Importing the data used in this video
5:07 - Split dataframe per requirement
5:37 - Create Folder structure
7:29 - Execute code


YouTube:    / haqnawaz  
Github: https://github.com/hnawaz007
Instagram:   / bi_insights_inc  
LinkedIn: www.linkedin.com/in/haq-nawaz