@@ -46,7 +46,7 @@ If you need to a dataset to try *skimpy* out on, you can use the built-in test *
4646
4747
4848``` python
49- from skimpy import skim, generate_test_data
49+ from skimpy import generate_test_data, skim
5050
5151df = generate_test_data()
5252skim(df)
@@ -68,14 +68,14 @@ skim(df)
6868│ │ timedelta64 │ 1 │ │
6969│ └─────────────┴───────┘ │
7070│ <span style =" font-style : italic " > number </span > │
71- │ ┏━━━━━━━━━━━━━━━ ┳━━━━━━ ┳━━━━━━━ ┳━━━━━━━━━━━ ┳━━━━━━━━━ ┳━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━┳ ━━━━━━┳━━━━━━━━┓ │
72- │ ┃<span style =" font-weight : bold " > column_name </span >┃<span style =" font-weight : bold " > NA </span >┃<span style =" font-weight : bold " > NA % </span >┃<span style =" font-weight : bold " > mean </span >┃<span style =" font-weight : bold " > sd </span >┃<span style =" font-weight : bold " > p0 </span >┃<span style =" font-weight : bold " > p25 </span >┃<span style =" font-weight : bold " > p50 </span >┃<span style =" font-weight : bold " > p75 </span >┃<span style =" font-weight : bold " > p100 </span >┃<span style =" font-weight : bold " > hist </span >┃ │
73- │ ┡━━━━━━━━━━━━━━━ ╇━━━━━━ ╇━━━━━━━ ╇━━━━━━━━━━━ ╇━━━━━━━━━ ╇━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━╇ ━━━━━━╇━━━━━━━━┩ │
74- │ │ <span style =" color : #af87ff ; text-decoration-color : #af87ff " >length </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.5016</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.3597</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 1.6e -06</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.13 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.5 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.86 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 1</span > │ <span style =" color : #008000 ; text-decoration-color : #008000 " >▇▃▃▃▅▇</span > │ │
75- │ │ <span style =" color : #af87ff ; text-decoration-color : #af87ff " >width </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 2.037</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 1.929</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.0021 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.6 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 1.5 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 3 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 14 </span > │ <span style =" color : #008000 ; text-decoration-color : #008000 " > ▇▃▁ </span > │ │
76- │ │ <span style =" color : #af87ff ; text-decoration-color : #af87ff " >depth </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 10.02</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 3.208</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 2</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 8</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 10</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 12</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 20</span > │ <span style =" color : #008000 ; text-decoration-color : #008000 " >▁▃▇▆▃▁</span > │ │
77- │ │ <span style =" color : #af87ff ; text-decoration-color : #af87ff " >rnd </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 118</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 11.8</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > -0.01977</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 1.002</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > -2.8 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > -0.74 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > -0.00077 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.66 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 3.7 </span > │ <span style =" color : #008000 ; text-decoration-color : #008000 " >▁▅▇▅▁ </span > │ │
78- │ └─────────────── ┴────── ┴─────── ┴─────────── ┴───────── ┴──────────┴────────┴───────────┴───────┴ ──────┴────────┘ │
71+ │ ┏━━━━━━━━━━━━━━┳━━━━━┳━━━━━━┳━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━ ┳━━━━━━━━━ ┳━━━━━━━━━━━━ ┳━━━━━━━━┳━ ━━━━━━┳━━━━━━━━┓ │
72+ │ ┃<span style =" font-weight : bold " > column_name </span >┃<span style =" font-weight : bold " > NA </span >┃<span style =" font-weight : bold " > NA % </span >┃<span style =" font-weight : bold " > mean </span >┃<span style =" font-weight : bold " > sd </span >┃<span style =" font-weight : bold " > p0 </span >┃<span style =" font-weight : bold " > p25 </span >┃<span style =" font-weight : bold " > p50 </span >┃<span style =" font-weight : bold " > p75 </span >┃<span style =" font-weight : bold " > p100 </span >┃<span style =" font-weight : bold " > hist </span >┃ │
73+ │ ┡━━━━━━━━━━━━━━╇━━━━━╇━━━━━━╇━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━ ╇━━━━━━━━━ ╇━━━━━━━━━━━━ ╇━━━━━━━━╇━ ━━━━━━╇━━━━━━━━┩ │
74+ │ │ <span style =" color : #af87ff ; text-decoration-color : #af87ff " >length </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.5016</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >0.3597</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >1.573e -06</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.134 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.4976 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >0.8602 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 1</span > │ <span style =" color : #008000 ; text-decoration-color : #008000 " >▇▃▃▃▅▇</span > │ │
75+ │ │ <span style =" color : #af87ff ; text-decoration-color : #af87ff " >width </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 2.037</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 1.929</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.002057 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0.603 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 1.468 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 2.953 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >13.91 </span > │ <span style =" color : #008000 ; text-decoration-color : #008000 " > ▇▃▁ </span > │ │
76+ │ │ <span style =" color : #af87ff ; text-decoration-color : #af87ff " >depth </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 0</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 10.02</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 3.208</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 2</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 8</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 10</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 12</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 20</span > │ <span style =" color : #008000 ; text-decoration-color : #008000 " >▁▃▇▆▃▁</span > │ │
77+ │ │ <span style =" color : #af87ff ; text-decoration-color : #af87ff " >rnd </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >118</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >11.8</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >-0.01977</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > 1.002</span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " > -2.809 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >-0.7355 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >-0.0007736 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >0.6639 </span > │ <span style =" color : #008080 ; text-decoration-color : #008080 " >3.717 </span > │ <span style =" color : #008000 ; text-decoration-color : #008000 " >▁▅▇▅▁ </span > │ │
78+ │ └──────────────┴─────┴──────┴──────────┴────────┴─────────── ┴───────── ┴──────────── ┴────────┴─ ──────┴────────┘ │
7979│ <span style =" font-style : italic " > category </span > │
8080│ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┓ │
8181│ ┃<span style =" font-weight : bold " > column_name </span >┃<span style =" font-weight : bold " > NA </span >┃<span style =" font-weight : bold " > NA % </span >┃<span style =" font-weight : bold " > ordered </span >┃<span style =" font-weight : bold " > unique </span >┃ │
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