kungfuai / kaishi

Tool kit to accelerate exploratory data analysis and data cleaning
https://kaishi.readthedocs.io/en/latest/
MIT License
11 stars 2 forks source link

column summary, missing value fraction for csv,json #7

Closed zzsi closed 4 years ago

zzsi commented 4 years ago

In the project root directory, run python -m examples.tabular_example.

Output:

Dataframe 0. Shape = (3, 2)
source: sample_data/simple_csv/0.csv
====================================
2 columns: ['a', 'b']

---  Column a
count    3.0
mean     2.0
std      1.0
min      1.0
25%      1.5
50%      2.0
75%      2.5
max      3.0
Name: a, dtype: float64
Fraction of missing values: 0.0.

---  Column b
count       3
unique      3
top       one
freq        1
Name: b, dtype: object
Fraction of missing values: 0.0.
mwharton3 commented 4 years ago

Merged the labeling branch and looks like there are no conflicts @zzsi