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VisualizaçõesPandas - How to Save A Styled Dataframe to Image
I have styled a dataframe output and have gotten it to display how I want it in a Jupyter Notebook but I am having issues find a good way to save this as an image. I have tried https://pypi.org/project/dataframe-image/ but the way I have this working it seem to be a NoneType as it's a styler object and errors out when trying to use this library.
This is just a snippet of the whole code, this is intended to loop through several 'col_names' and I want to save these as images (to explain some of the coding).
import pandas as pd
import numpy as np
col_name = 'TestColumn'
temp_df = pd.DataFrame({'TestColumn':['A','B','A',np.nan]})
t1 = (temp_df[col_name].fillna("Unknown").value_counts()/len(temp_df)*100).to_frame().reset_index()
t1.rename(columns={'index':' '}, inplace=True)
t1[' '] = t1[' '].astype(str)
display(t1.style.bar(subset=[col_name], color='#5e81f2', vmax=100, vmin=0).set_table_attributes('style="font-size: 17px"').set_properties(
**{'color': 'black !important',
'border': '1px black solid !important'}
).set_table_styles([{
'selector': 'th',
'props': [('border', '1px black solid !important')]
}]).set_properties( **{'width': '500px'}).hide_index().set_properties(subset=[" "], **{'text-align': 'left'}))
[OUTPUT]
1 Respostas
Responde à pergunta0
Was able to change how I was using dataframe-image on the styler object and got it working. Passing it into the export() function rather than calling it off the object directly seems to be the right way to do this.
The .render() did get the HTML but was often losing much of the styling when converting it to image or when not viewed with Ipython HTML display. See comparision below.
Working Code:
import pandas as pd
import numpy as np
import dataframe_image as dfi
col_name = 'TestColumn'
temp_df = pd.DataFrame({'TestColumn':['A','B','A',np.nan]})
t1 = (temp_df[col_name].fillna("Unknown").value_counts()/len(temp_df)*100).to_frame().reset_index()
t1.rename(columns={'index':' '}, inplace=True)
t1[' '] = t1[' '].astype(str)
style_test = t1.style.bar(subset=[col_name], color='#5e81f2', vmax=100, vmin=0).set_table_attributes('style="font-size: 17px"').set_properties(
**{'color': 'black !important',
'border': '1px black solid !important'}
).set_table_styles([{
'selector': 'th',
'props': [('border', '1px black solid !important')]
}]).set_properties( **{'width': '500px'}).hide_index().set_properties(subset=[" "], **{'text-align': 'left'})
dfi.export(style_test, 'successful_test.png')