Overview

Dataset statistics

Number of variables4
Number of observations968
Missing cells0
Missing cells (%)0.0%
Total size in memory30.4 KiB
Average record size in memory32.1 B

Variable types

Categorical1
Numeric3

Alerts

image_height has constant value ""Constant

Reproduction

Analysis started2023-02-22 19:11:57.484629
Analysis finished2023-02-22 19:11:57.507560
Duration0.02 seconds
Software versionydata-profiling vv4.0.0
Download configurationconfig.json

Variables

label
Categorical

Distinct4
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size7.7 KiB
CNV
242 
NORMAL
242 
DRUSEN
242 
DME
242 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowCNV
2nd rowCNV
3rd rowNORMAL
4th rowDRUSEN
5th rowDRUSEN

Common Values

ValueCountFrequency (%)
CNV 242
25.0%
NORMAL 242
25.0%
DRUSEN 242
25.0%
DME 242
25.0%

Common Values (Plot)

2023-02-22T21:11:57.544051image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

image_width
Real number (ℝ)

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean571.768595
Minimum512
Maximum1536
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.7 KiB
2023-02-22T21:11:57.597693image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum512
5-th percentile512
Q1512
median512
Q3512
95-th percentile768
Maximum1536
Range1024
Interquartile range (IQR)0

Descriptive statistics

Standard deviation112.0440717
Coefficient of variation (CV)0.1959605209
Kurtosis4.934234933
Mean571.768595
Median Absolute Deviation (MAD)0
Skewness1.779120277
Sum553472
Variance12553.87401
MonotonicityNot monotonic
2023-02-22T21:11:57.649858image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
512 745
77.0%
768 222
 
22.9%
1536 1
 
0.1%
ValueCountFrequency (%)
512 745
77.0%
768 222
 
22.9%
1536 1
 
0.1%
ValueCountFrequency (%)
1536 1
 
0.1%
768 222
 
22.9%
512 745
77.0%

image_height
Real number (ℝ)

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean496
Minimum496
Maximum496
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.7 KiB
2023-02-22T21:11:57.705781image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum496
5-th percentile496
Q1496
median496
Q3496
95-th percentile496
Maximum496
Range0
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0
Coefficient of variation (CV)0
Kurtosis0
Mean496
Median Absolute Deviation (MAD)0
Skewness0
Sum480128
Variance0
MonotonicityIncreasing
2023-02-22T21:11:57.759059image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=1)
ValueCountFrequency (%)
496 968
100.0%
ValueCountFrequency (%)
496 968
100.0%
ValueCountFrequency (%)
496 968
100.0%

aspect_ratio_of_image
Real number (ℝ)

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.152759264
Minimum1.032258065
Maximum3.096774194
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.7 KiB
2023-02-22T21:11:57.815064image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum1.032258065
5-th percentile1.032258065
Q11.032258065
median1.032258065
Q31.032258065
95-th percentile1.548387097
Maximum3.096774194
Range2.064516129
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2258953059
Coefficient of variation (CV)0.1959605209
Kurtosis4.934234933
Mean1.152759264
Median Absolute Deviation (MAD)0
Skewness1.779120277
Sum1115.870968
Variance0.05102868922
MonotonicityNot monotonic
2023-02-22T21:11:57.866521image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
1.032258065 745
77.0%
1.548387097 222
 
22.9%
3.096774194 1
 
0.1%
ValueCountFrequency (%)
1.032258065 745
77.0%
1.548387097 222
 
22.9%
3.096774194 1
 
0.1%
ValueCountFrequency (%)
3.096774194 1
 
0.1%
1.548387097 222
 
22.9%
1.032258065 745
77.0%