Pandas info not showing all columns and datatypes
Question:
I am have imported a csv file onto my Jupyter notebook and trying to obtain all the columns names and datatypes using the info() function. However, I get the following image. Any idea how to resolve it? I can’t view all the columns and datatypes, only this vague information
Thanks!
Answers:
use verbose as argument to info, it gives option to print the full summary. see full documentation here
You can also use show_counts (or null_counts for older pandas version since it was deprecated since pandas 1.2.0) argument to see null count information
For pandas >= 1.2.0:
df.info(verbose=True, show_counts=True)
For pandas <1.2.0:
df.info(verbose=True, null_counts=True)
I am have imported a csv file onto my Jupyter notebook and trying to obtain all the columns names and datatypes using the info() function. However, I get the following image. Any idea how to resolve it? I can’t view all the columns and datatypes, only this vague information
Thanks!
use verbose as argument to info, it gives option to print the full summary. see full documentation here
You can also use show_counts (or null_counts for older pandas version since it was deprecated since pandas 1.2.0) argument to see null count information
For pandas >= 1.2.0:
df.info(verbose=True, show_counts=True)
For pandas <1.2.0:
df.info(verbose=True, null_counts=True)