pandas-styles

Style background color of dataframe cells based on rule

Style background color of dataframe cells based on rule Question: I’m trying to style a simple multiplication table. I have the following rule, and if a cell doesn’t satisfy it, I must colorize it in a different color. Example 1: Given numbers 10 and 11, the rule is broken since -798010 != 110, so the …

Total answers: 1

Styling Pandas Columns

Styling Pandas Columns Question: I am working on a dataframe df. I am trying to set the background color of the cells of the ‘SupTrend’ column. The background should be red when the value in ‘Price’ column is lower than the value in ‘SupTrend’ column, and it should be green otherwise. I tried everything, checked …

Total answers: 1

Unhandled color format: '' " while using xlsxwriter pandas

Unhandled color format: '' " while using xlsxwriter pandas Question: I am trying to highlight cells when a certain criteria is met but if not, I don’t want to add any color. If I try with space, I get the aforementioned error. I can’t use white as the cell linings in excel vanish. Code: def …

Total answers: 1

Apply styler to pivot table

Apply styler to pivot table Question: I try to apply styler to the pivot table based on the next condition: if the percentage is in the range from 0 to 100, then color it yellow, if more than 100, then color it red, but after that I take a correction for another value df[‘Value’] and …

Total answers: 2

how to color highlight pandas data frame on selected rows

how to highlight pandas data frame on selected rows Question: I have the data like this: df: A-A A-B A-C A-D A-E Tg 0.37 10.24 5.02 0.63 20.30 USL 0.39 10.26 5.04 0.65 20.32 LSL 0.35 10.22 5.00 0.63 20.28 1 0.35 10.23 5.05 0.65 20.45 2 0.36 10.19 5.07 0.67 20.25 3 0.34 10.25 …

Total answers: 1

how to display multiple correlation heatmaps in a loop using pandas?

how to display multiple correlation heatmaps in a loop using pandas? Question: I found this post to display correlation heatmap very easily just using pandas. This approach only work to show one heatmap in jupyter notebook. Now I’d like to display multiple dataframe in a loop using jupyter notebook. How to do it? It didn’t …

Total answers: 1

How to hide dataframe index on streamlit?

How to hide dataframe index on streamlit? Question: I want to use some pandas style resources and I want to hide table indexes on streamlit. I tryed this: import streamlit as st import pandas as pd table1 = pd.DataFrame({‘N’:[10, 20, 30], ‘mean’:[4.1, 5.6, 6.3]}) st.dataframe(table1.style.hide_index().format(subset=[‘mean’], decimal=’,’, precision=2).bar(subset=[‘mean’], align="mid")) but regardless the .hide_index() I got this: …

Total answers: 2

How can I highlight cells with categorical variables?

How can I highlight cells with categorical variables? Question: I have a pandas dataframe called value_matrix_classification which looks as follows: {(‘wind_on_share’, ‘Wind-onshore power generation’): {(‘AIM/CGE 2.0’, ‘ADVANCE_2020_WB2C’): ‘high’, (‘AIM/CGE 2.0’, ‘ADVANCE_2030_Price1.5C’): ‘high’, (‘AIM/CGE 2.0’, ‘ADVANCE_2030_WB2C’): ‘high’, (‘IMAGE 3.0.1’, ‘ADVANCE_2020_WB2C’): ‘low’, (‘IMAGE 3.0.1’, ‘ADVANCE_2030_WB2C’): ‘low’, (‘MESSAGE-GLOBIOM 1.0’, ‘ADVANCE_2020_WB2C’): ‘low’}, (‘wind_off_share’, ‘Wind-offshore power generation’): {(‘AIM/CGE 2.0’, ‘ADVANCE_2020_WB2C’): …

Total answers: 3

Why background_gradient is not working for two different colors?

Why background_gradient is not working for two different colors? Question: I’m trying to put background gradient in different colors for different columns. Why the last color override the one before? What to to do to keep both colors? import pandas as pd import numpy as np arrays = [np.hstack([[‘One’]*2, [‘Two’]*2]) , [‘A’, ‘B’, ‘A’, ‘B’]] …

Total answers: 2

Conditionally format cells in each column based on columns in another dataframe

Conditionally format cells in each column based on columns in another dataframe Question: I have a dataframe that contains threshold values for 20+ elements that’s formatted like so df1: Li Se Be Upper 30 40 10 Lower 10 5 1 I have another dataframe which contains values for those elements df2: Li Se Be Sample …

Total answers: 2