Migrating data with Python and Pandas is a snap, once you learn how to use the to_sql dataframe method. This is great for big systems like SQL Server and Oracle, but it won’t work for Microsoft Access until you add a small library to support the Access dialect. Today we’ll migrate data from Excel to a Pandas dataframe, then to an Access database using the to_sql method, after first installing sqlalchemy-access to support our Access operations. You can use this migration for all kinds of different data that you need in your MS Access database. While not nearly as fast as a native MS Access / VBA import procedure, it is handy for those who need to script operations for overnight or other scheduled tasks. It also saves you from the headache of having to write a loop to insert rows one-by-one. Related Videos: How to Install Pandas in Python https://www.youtube.com/watch?v=mlzWbimEwEw How to Filter and Sort a Pandas DataFrame https://www.youtube.com/watch?v=J622f4td668 How to Create Summary Statistics in Pandas https://www.youtube.com/watch?v=ceIQTbA0rbs How to Append Two Pandas DataFrames Together https://www.youtube.com/watch?v=KzK-yfkB4Fc How to Merge Pandas Dataframes in Python https://www.youtube.com/watch?v=IjGGx-xdMqw Excel to Access Using Python Pandas You are watching this video now! How to Group Pandas Data with Totals https://www.youtube.com/watch?v=QuZTECujzTk CSV to Microsoft Access Using Python and Pandas https://www.youtube.com/watch?v=_fvCKUs4k30 Follow us on social media: https://www.facebook.com/mackenziedat... https://twitter.com/seamacke https://www.instagram.com/seamacke/ https://www.reddit.com/user/seamacke https://www.linkedin.com/in/psmackenzie/ Get Microsoft Office including Access: https://click.linksynergy.com/fs-bin/click?id=BdGJecFFM8A&offerid=1160033.10004289&type=3&subid=0 Got a YouTube Channel? I use TubeBuddy, it is awesome. Give it a try: https://www.tubebuddy.com/seanmackenziedataengineering excel to access insert excel data into access tables using python copy excel data into access using python migrate from excel to access migrate data pandas sqlalchemy access pandas to_sql access dataframe to accdb Migrate Data Using Panda sqlalchemy python access dataframe to ms access sqlalchemy python sqlalchemy access relationship sqlalchemy access data analysis sean mackenzie