Overview

Dataset info

Number of variables10
Number of observations625
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory49.0 KiB
Average record size in memory80.2 B

Variables types

Numeric6
Categorical1
Boolean2
Date0
URL0
Text (Unique)1
Rejected0
Unsupported0

Warnings

IAH has 31 (5.0%) zeros Zeros

Variables

Age
Numeric

Distinct count63
Unique (%)10.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean49.4432
Minimum20
Maximum88
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum20
5-th percentile32
Q140
Median49
Q359
95-th percentile70
Maximum88
Range68
Interquartile range19

Descriptive statistics

Standard deviation12.36272271
Coef of variation0.2500388873
Kurtosis-0.4652701576
Mean49.4432
MAD10.20209152
Skewness0.225299668
Sum30902
Variance152.8369128
Memory size5.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[20. 28.5 31.5 66.5 71.5 88. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
51 25 4.0%
 
40 23 3.7%
 
49 23 3.7%
 
48 22 3.5%
 
47 20 3.2%
 
53 19 3.0%
 
39 19 3.0%
 
34 19 3.0%
 
41 18 2.9%
 
35 18 2.9%
 
Other values (53) 419 67.0%
 

Minimum 5 values

ValueCountFrequency (%) 
20 1 0.2%
 
21 2 0.3%
 
22 1 0.2%
 
23 1 0.2%
 
25 2 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
88 1 0.2%
 
85 1 0.2%
 
83 1 0.2%
 
82 1 0.2%
 
81 1 0.2%
 

BMI
Numeric

Distinct count511
Unique (%)81.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean29.82012404
Minimum18.28989483
Maximum63.65495158
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum18.28989483
5-th percentile22.8359091
Q126.03749399
Median28.73174689
Q332.65306122
95-th percentile40.01211018
Maximum63.65495158
Range45.36505675
Interquartile range6.615567233

Descriptive statistics

Standard deviation5.578711104
Coef of variation0.1870787357
Kurtosis2.783987687
Mean29.82012404
MAD4.273656361
Skewness1.185935217
Sum18637.57753
Variance31.12201758
Memory size5.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[18.28989483 21.22962139 23.12264698 28.07198055 28.0894493 ... 29.0692818 32.9573346 38.60307546 43.36318535 63.65495158], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
29.06574394 4 0.6%
 
29.75778547 4 0.6%
 
29.62962963 4 0.6%
 
26.12244898 3 0.5%
 
28.08901095 3 0.5%
 
32.40740741 3 0.5%
 
26.42356982 3 0.5%
 
24.69135802 3 0.5%
 
25.60553633 3 0.5%
 
23.14814815 3 0.5%
 
Other values (501) 592 94.7%
 

Minimum 5 values

ValueCountFrequency (%) 
18.28989483 1 0.2%
 
18.59012493 1 0.2%
 
19.13265306 1 0.2%
 
20.02884153 1 0.2%
 
20.0617284 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
63.65495158 1 0.2%
 
52.29855372 1 0.2%
 
49.69135802 1 0.2%
 
49.2138988 1 0.2%
 
49.01297999 1 0.2%
 

Cervical
Numeric

Distinct count24
Unique (%)3.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean40.628
Minimum30
Maximum53
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum30
5-th percentile34
Q138
Median41
Q343
95-th percentile47
Maximum53
Range23
Interquartile range5

Descriptive statistics

Standard deviation3.977049544
Coef of variation0.09788937541
Kurtosis-0.1686578654
Mean40.628
MAD3.186432
Skewness0.0209242515
Sum25392.5
Variance15.81692308
Memory size5.0 KiB
Histogram
Histogram with fixed size bins (bins=24)
Histogram
Histogram with variable size bins (bins=[30. 32.75 36.5 39.5 42.5 46.5 47.5 53. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
42 84 13.4%
 
40 68 10.9%
 
41 57 9.1%
 
38 46 7.4%
 
37 46 7.4%
 
43 44 7.0%
 
44 43 6.9%
 
39 38 6.1%
 
46 32 5.1%
 
45 31 5.0%
 
Other values (14) 136 21.8%
 

Minimum 5 values

ValueCountFrequency (%) 
30 1 0.2%
 
31 3 0.5%
 
32 2 0.3%
 
32.5 1 0.2%
 
33 20 3.2%
 

Maximum 5 values

ValueCountFrequency (%) 
53 1 0.2%
 
52 3 0.5%
 
50 6 1.0%
 
49 4 0.6%
 
48 7 1.1%
 

Gender==Man
Boolean

Distinct count2
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
1
450
0
175
ValueCountFrequency (%) 
1 450 72.0%
 
0 175 28.0%
 

Gender==Woman
Boolean

Distinct count2
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
0
450
1
175
ValueCountFrequency (%) 
0 450 72.0%
 
1 175 28.0%
 

Height
Numeric

Distinct count51
Unique (%)8.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean171.368
Minimum144
Maximum197
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum144
5-th percentile155
Q1165
Median171
Q3178
95-th percentile187
Maximum197
Range53
Interquartile range13

Descriptive statistics

Standard deviation9.498090226
Coef of variation0.05542510986
Kurtosis-0.2631381769
Mean171.368
MAD7.6209664
Skewness-0.1078131702
Sum107105
Variance90.21371795
Memory size5.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[144. 149.5 153.5 161.5 169.5 170.5 179.5 180.5 188.5 197. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
170 53 8.5%
 
180 49 7.8%
 
175 32 5.1%
 
165 27 4.3%
 
168 27 4.3%
 
174 27 4.3%
 
178 25 4.0%
 
172 24 3.8%
 
173 20 3.2%
 
169 19 3.0%
 
Other values (41) 322 51.5%
 

Minimum 5 values

ValueCountFrequency (%) 
144 1 0.2%
 
148 2 0.3%
 
149 1 0.2%
 
150 5 0.8%
 
151 3 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
197 1 0.2%
 
196 1 0.2%
 
195 1 0.2%
 
194 1 0.2%
 
193 3 0.5%
 

IAH
Numeric

Distinct count301
Unique (%)48.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean20.379296
Minimum0
Maximum108.6
Zeros (%)5.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.46
Q16.3
Median14.4
Q330
95-th percentile58.14
Maximum108.6
Range108.6
Interquartile range23.7

Descriptive statistics

Standard deviation18.64298193
Coef of variation0.9148000955
Kurtosis2.527687041
Mean20.379296
MAD14.51971768
Skewness1.459641722
Sum12737.06
Variance347.5607751
Memory size5.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.2 1.95 11.85 38.15 65.5 108.6 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 31 5.0%
 
30 11 1.8%
 
11 10 1.6%
 
3 9 1.4%
 
9 9 1.4%
 
10 8 1.3%
 
22 7 1.1%
 
34 7 1.1%
 
15 7 1.1%
 
20 7 1.1%
 
Other values (291) 519 83.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 31 5.0%
 
0.4 1 0.2%
 
0.7 3 0.5%
 
0.8 1 0.2%
 
1 2 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
108.6 1 0.2%
 
108.4 1 0.2%
 
102 1 0.2%
 
87 1 0.2%
 
84.8 1 0.2%
 

Patient
Categorical, Unique

First 5 values
P0002
P0004
P0005
P0006
P0007
Last 5 values
P0679
P0680
P0682
P0683
P9999

First 5 values

ValueCountFrequency (%) 
P0002 1 0.2%
 
P0004 1 0.2%
 
P0005 1 0.2%
 
P0006 1 0.2%
 
P0007 1 0.2%
 

Last 5 values

ValueCountFrequency (%) 
P9999 1 0.2%
 
P0683 1 0.2%
 
P0682 1 0.2%
 
P0680 1 0.2%
 
P0679 1 0.2%
 

Smoker
Categorical

Distinct count4
Unique (%)0.6%
Missing (%)0.0%
Missing (n)0
0
351
3
154
1
113
ValueCountFrequency (%) 
0 351 56.2%
 
3 154 24.6%
 
1 113 18.1%
 
2 7 1.1%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Weight
Numeric

Distinct count88
Unique (%)14.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean87.6928
Minimum48
Maximum165
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum48
5-th percentile63
Q175
Median86
Q398
95-th percentile120
Maximum165
Range117
Interquartile range23

Descriptive statistics

Standard deviation18.27194052
Coef of variation0.2083630642
Kurtosis1.584539311
Mean87.6928
MAD14.03008512
Skewness0.910961397
Sum54808
Variance333.8638103
Memory size5.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 48. 59.5 64.5 79.5 80.5 100.5 104.5 105.5 120.5 165. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
80 35 5.6%
 
86 22 3.5%
 
90 20 3.2%
 
85 20 3.2%
 
78 19 3.0%
 
70 19 3.0%
 
105 18 2.9%
 
75 17 2.7%
 
100 17 2.7%
 
95 16 2.6%
 
Other values (78) 422 67.5%
 

Minimum 5 values

ValueCountFrequency (%) 
48 1 0.2%
 
50 2 0.3%
 
52 1 0.2%
 
53 1 0.2%
 
54 2 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
165 1 0.2%
 
162 1 0.2%
 
161 1 0.2%
 
160 1 0.2%
 
149 1 0.2%
 

Correlations

Missing values

Sample

First rows

AgeBMICervicalGender==ManGender==WomanHeightIAHPatientSmokerWeight
056.039.30506048.010174.029.6P00023.0119.0
139.027.63605442.010168.019.7P00040.078.0
232.026.72992740.010173.09.0P00050.080.0
332.030.19390642.010190.02.0P00060.0109.0
439.030.11099142.010169.034.0P00070.086.0
547.049.01298044.010172.060.0P00080.0145.0
640.026.44628142.010165.022.0P00090.072.0
728.024.69135838.010180.011.0P00100.080.0
850.020.02884235.001158.07.0P00143.050.0
962.022.60026338.001156.05.0P00153.055.0

Last rows

AgeBMICervicalGender==ManGender==WomanHeightIAHPatientSmokerWeight
61535.035.75595644.001163.0108.6P06721.095.0
61625.035.08303040.001173.04.6P06733.0105.0
61757.028.08901142.010179.033.0P06740.090.0
61849.025.55932934.001169.04.7P06753.073.0
61983.025.64891840.010171.027.9P06760.075.0
62064.030.11937639.001165.036.3P06771.082.0
62135.032.40740745.010180.09.2P06790.0105.0
62250.027.77777842.010180.052.2P06800.090.0
62357.024.53896535.001164.05.4P06823.066.0
62460.026.34649435.001163.031.9P06831.070.0