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Data_Explorer App

simple & fast EDA (Exploration Data Analysis) tool,

it allows you to explore data along many files.

App is built on simple building code blocks - each block contain an analysis

that is required for understanding the data.

Data File Overview code blocks:

get_preview

get_data

get_columns_info

get_numerics_desc

get_categorical_desc

Visualization code blocks:

get_dist_plot() :

Explore Numeric values distribution with verious outliers options: get_dist_plot_iqr get_dist_plot_3perc

get_relation_plot() :

exploring relation between 2 numeric columns:

  • include all data points (=no outliers): get_relation_plot_no_categories_no_outliers
  • include only inlier data points (= outliers excluded based on LocalOutlierFactor density value): get_relation_plot_no_categories_5perc_outliers
  • break the data to categories: get_relation_plot_2_categories_5perc_outliers

get_dist_plot

get_comapre

Visualization/Tabular code blocks:

get_corralations() :

can be shown in tabular/chart - allows an overview of linear correlation magnitude(=r^2) get_correlations

Contact me:

Help me improve,

see anything missing?

think that some function/code block might be helpful to you?

leave a comment

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simple eda for data handling

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