Audit, inspect, and survey data from the terminal.
Project description
Audity
Audit, inspect, and survey data by generating visuals with matplotlib on the fly. Audity is a CLI tool that loads a data file (csv/xlsx) a offers charting options allowing you to chose x and y axis. Visuals are rendered in a new window and all data manipulation is in memory.
Usage
Just run audity in the directory of your data file(s). File selection is handled within audity. Simply use the arrow keys and enter on your desired file. Audity will then load the file as a Pandas Dataframe and then the fun begins.
Features
- Directory navigation for file selection
- Preview or describe Dataframes
- Edit column names
- Edit column data types
- Remove columns
- Remove outliers (IQR)
- Render charts (see Supported Visuals below)
Supported Visuals
- Box Plot
- Violin Plot
- Line Plot
- Bar Plot
- Scatter Plot
- Joint Grid Plot
- Relation Plot
- Pair Plot
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