I am working on my 2nd note book on Kaggle to train.

See URL to –> https://github.com/IJns46/Arrest-Data-2006—2020-by-NYPD

What I am trying to do is to get a proper bar chart with labels.
I have made this work, but the values changed as soon I made the chart.

See Out 13 – Correct Values and Out 14 after the chart has been created.

How can I fix this?.
I tried as well the change the “0” in the ax.container to the true column name of the Age group.
If I try to change the age group : In 8, the code breaks.

Also somehow this code slows down the code running a lot.

I would be really happy if someone can look to the full code I have so far and advise?
And how to get the true values above the bars?

Tried several solutions found on stack overflow, Geeksforgeek
But everything seems to mess something up, either the code for the chart, or something else.

Currently on GitHub – URL added code working so far, but the bar end result not the desired one.

Thanks in advance.