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AutoViML / AutoViz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Apache License 2.0
1.7k stars 196 forks source link

Bar Charts customization and skipping WordArt. #109

Closed jackfood closed 4 months ago

jackfood commented 4 months ago

Bar_Plots

  1. Could I adjust the 'Counts' displayed in the bar plots based on selected variables, or can i manually input two variables to compare in bar chart for 'depVar'? The bar generated seems lacks meaningful insights.
from autoviz import AutoViz_Class
AV = AutoViz_Class()

filename = "C:\\Users\\gxu\\Desktop\\Book1.csv"
target_variable = "Administered Time"

dft = AV.AutoViz(
    filename,
    sep=",",
    depVar=target_variable,
    dfte=None,
    header=0,
    verbose=2,
    lowess=False,
    chart_format ='html',
    max_rows_analyzed=300000,
    max_cols_analyzed=30,
    save_plot_dir="C:\\Users\\gxu\\Desktop\\"
)

  1. Also, is there a way to skip generating WordCloud?

  2. for chartformat = 'server', some of the charts are too small, can i adjust the size of the chart? image

Anyway, Great work on this Python tool for visualization! It's incredibly helpful and has saved me a lot of time in getting an overview. I'll definitely be checking back regularly for updates.

AutoViML commented 4 months ago

Hi @jackfood 👍 Thank you for trying out AutoViz and providing your feedback. Though I wish I could do the changes you requested, these are very specific and I feel that they could be better done by Seaborn in one line of code by yourself. Instead, I want AutoViz to be a general purpose library to fit a lot of use cases. I think there are some errors in the charts that you have pointed out which I will fix when I get some time. In the meantime, enjoy auto visualization! Ram