A library for advanced DataFrame statistics analysis.
Project description
Advanced Dataframe Statistics Library
A library for advanced DataFrame statistics analysis, returns:
=========================== df_name ============================
Leading Zeros in Columns
| col1 | col2 |
|---|---|
| 0000000000 | 0D2 |
| 0000001999 | 0D4 |
| 0000006669 | 0D1 |
General Stats
| Columns | DTypes | NaNs | Unique | Duplicates | Totals | Min | Max | Mean | Median | STD | STD(%) | Outliers |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| col_1 | str |
0 | 5000 | 0 | - | - | - | - | - | - | - | - |
| col_3 | str, NoneType |
1254 | 9 | 4991 | - | - | - | - | - | - | - | - |
| col_5 | float |
0 | 74 | 116 | 863.66 | -66 | 79.36 | 172.73 | 23.08 | 1.62 | 938.89 | 613.00 |
Installation
You can install the library using pip:
pip install stat-df
Importing the Library
import stat_df as sd
Usage
sd.show(my_df)
This command will print out "Leading Zeros in Columns" and "General Stats" data in a nice unified table.
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