Overview

Dataset statistics

Number of variables1
Number of observations10028
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory78.5 KiB
Average record size in memory8.0 B

Variable types

IMAGE1

Variable descriptions

filesPaths linking to the cats and dogs found https://www.kaggle.com/tongpython/cat-and-dog.

Warnings

files has unique values Unique

Reproduction

Analysis started2020-10-25 20:10:43.204215
Analysis finished2020-10-25 20:11:07.501938
Duration24.3 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

files
Image

UNIQUE

Paths linking to the cats and dogs found https://www.kaggle.com/tongpython/cat-and-dog.

Distinct10028
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size78.3 KiB
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.2493.jpg
 
1
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.404.jpg
 
1
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.3431.jpg
 
1
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.1067.jpg
 
1
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.3016.jpg
 
1
Other values (10023)
10023 
ValueCountFrequency (%) 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.2493.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.404.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.3431.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.1067.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.3016.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.3754.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.2536.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.1855.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.2667.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.3102.jpg1< 0.1%
 
Other values (10018)1001899.9%
 
2020-10-25T20:11:07.671343image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Frequencies of value counts

Unique

Unique10028 ?
Unique (%)100.0%
2020-10-25T20:11:07.886940image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length115
Median length112
Mean length110.173215
Min length104
Common prefix/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/t
Unique stems10028
Unique names10028
Unique extensions1
Unique directories4
Unique anchors1
ValueCountFrequency (%) 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.2493.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.404.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.3431.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.1067.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.3016.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.3754.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.2536.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.1855.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats/cat.2667.jpg1< 0.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs/dog.3102.jpg1< 0.1%
 
Other values (10018)1001899.9%
 
ValueCountFrequency (%) 
dog.1301< 0.1%
 
dog.32471< 0.1%
 
cat.20411< 0.1%
 
cat.20451< 0.1%
 
cat.30201< 0.1%
 
dog.6491< 0.1%
 
dog.20151< 0.1%
 
cat.37931< 0.1%
 
cat.32691< 0.1%
 
cat.31101< 0.1%
 
Other values (10018)1001899.9%
 
ValueCountFrequency (%) 
dog.4593.jpg1< 0.1%
 
dog.3185.jpg1< 0.1%
 
cat.1801.jpg1< 0.1%
 
dog.4563.jpg1< 0.1%
 
dog.4310.jpg1< 0.1%
 
cat.1385.jpg1< 0.1%
 
dog.332.jpg1< 0.1%
 
dog.507.jpg1< 0.1%
 
cat.2699.jpg1< 0.1%
 
dog.4304.jpg1< 0.1%
 
Other values (10018)1001899.9%
 
ValueCountFrequency (%) 
.jpg10028100.0%
 
ValueCountFrequency (%) 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/dogs400539.9%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/training_set/training_set/cats400039.9%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/test_set/test_set/dogs101210.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/cat-and-dog/test_set/test_set/cats101110.1%
 
ValueCountFrequency (%) 
/10028100.0%
 
2020-10-25T20:11:08.113809image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins of file sizes (in bytes) (bins=50)
ValueCountFrequency (%) 
2020-10-25 20:10:41368336.7%
 
2020-10-25 20:10:40329632.9%
 
2020-10-25 20:10:42304930.4%
 
ValueCountFrequency (%) 
2020-10-25 20:10:4310028100.0%
 
ValueCountFrequency (%) 
2020-10-25 20:10:41368336.7%
 
2020-10-25 20:10:40329632.9%
 
2020-10-25 20:10:42304930.4%
 

Overview

Min width57
Median width446.5
Max width1050
Min height33
Median height374
Max height768
Min area2340
Median area174650
Max area785664

Scatter plot

2020-10-25T20:11:08.354677image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/