Overview

Brought to you by YData

Dataset statistics

Number of variables25
Number of observations25976
Missing cells83
Missing cells (%)< 0.1%
Total size in memory5.0 MiB
Average record size in memory200.0 B

Variable types

Numeric25

Alerts

Unnamed: 0 has unique values Unique
id has unique values Unique
Gender has 13172 (50.7%) zeros Zeros
Customer Type has 21177 (81.5%) zeros Zeros
Type of Travel has 18038 (69.4%) zeros Zeros
Class has 12495 (48.1%) zeros Zeros
Inflight wifi service has 813 (3.1%) zeros Zeros
Departure/Arrival time convenient has 1381 (5.3%) zeros Zeros
Ease of Online booking has 1195 (4.6%) zeros Zeros
Online boarding has 652 (2.5%) zeros Zeros
Departure Delay in Minutes has 14688 (56.5%) zeros Zeros
Arrival Delay in Minutes has 14594 (56.2%) zeros Zeros
Satisfaction has 14573 (56.1%) zeros Zeros

Reproduction

Analysis started2025-04-26 21:10:34.835391
Analysis finished2025-04-26 21:10:35.249772
Duration0.41 seconds
Software versionydata-profiling vv4.16.1
Download configurationconfig.json

Variables

Unnamed: 0
Real number (ℝ)

Unique 

Distinct25976
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12987.5
Minimum0
Maximum25975
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:35.494342image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1298.75
Q16493.75
median12987.5
Q319481.25
95-th percentile24676.25
Maximum25975
Range25975
Interquartile range (IQR)12987.5

Descriptive statistics

Standard deviation7498.769632
Coefficient of variation (CV)0.5773836098
Kurtosis-1.2
Mean12987.5
Median Absolute Deviation (MAD)6494
Skewness0
Sum337363300
Variance56231546
MonotonicityStrictly increasing
2025-04-26T21:10:36.124390image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1
 
< 0.1%
17314 1
 
< 0.1%
17324 1
 
< 0.1%
17323 1
 
< 0.1%
17322 1
 
< 0.1%
17321 1
 
< 0.1%
17320 1
 
< 0.1%
17319 1
 
< 0.1%
17318 1
 
< 0.1%
17317 1
 
< 0.1%
Other values (25966) 25966
> 99.9%
ValueCountFrequency (%)
0 1
< 0.1%
1 1
< 0.1%
2 1
< 0.1%
3 1
< 0.1%
4 1
< 0.1%
ValueCountFrequency (%)
25975 1
< 0.1%
25974 1
< 0.1%
25973 1
< 0.1%
25972 1
< 0.1%
25971 1
< 0.1%

id
Real number (ℝ)

Unique 

Distinct25976
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65005.65799
Minimum17
Maximum129877
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:36.576267image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum17
5-th percentile6111.25
Q132170.5
median65319.5
Q397584.25
95-th percentile123292.5
Maximum129877
Range129860
Interquartile range (IQR)65413.75

Descriptive statistics

Standard deviation37611.52665
Coefficient of variation (CV)0.5785885077
Kurtosis-1.206141951
Mean65005.65799
Median Absolute Deviation (MAD)32689.5
Skewness-0.0113641172
Sum1688586972
Variance1414626937
MonotonicityNot monotonic
2025-04-26T21:10:37.491285image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
19556 1
 
< 0.1%
100210 1
 
< 0.1%
50564 1
 
< 0.1%
122974 1
 
< 0.1%
21037 1
 
< 0.1%
45237 1
 
< 0.1%
632 1
 
< 0.1%
34017 1
 
< 0.1%
102477 1
 
< 0.1%
129593 1
 
< 0.1%
Other values (25966) 25966
> 99.9%
ValueCountFrequency (%)
17 1
< 0.1%
20 1
< 0.1%
35 1
< 0.1%
44 1
< 0.1%
49 1
< 0.1%
ValueCountFrequency (%)
129877 1
< 0.1%
129876 1
< 0.1%
129872 1
< 0.1%
129868 1
< 0.1%
129847 1
< 0.1%

Gender
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4929165383
Minimum0
Maximum1
Zeros13172
Zeros (%)50.7%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:37.748638image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4999594456
Coefficient of variation (CV)1.014288235
Kurtosis-1.999350883
Mean0.4929165383
Median Absolute Deviation (MAD)0
Skewness0.02833832682
Sum12804
Variance0.2499594473
MonotonicityNot monotonic
2025-04-26T21:10:38.066516image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 13172
50.7%
1 12804
49.3%
ValueCountFrequency (%)
0 13172
50.7%
1 12804
49.3%
ValueCountFrequency (%)
1 12804
49.3%
0 13172
50.7%

Customer Type
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1847474592
Minimum0
Maximum1
Zeros21177
Zeros (%)81.5%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:38.246760image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3881000309
Coefficient of variation (CV)2.100705648
Kurtosis0.639762223
Mean0.1847474592
Median Absolute Deviation (MAD)0
Skewness1.624719351
Sum4799
Variance0.150621634
MonotonicityNot monotonic
2025-04-26T21:10:38.404070image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 21177
81.5%
1 4799
 
18.5%
ValueCountFrequency (%)
0 21177
81.5%
1 4799
 
18.5%
ValueCountFrequency (%)
1 4799
 
18.5%
0 21177
81.5%

Age
Real number (ℝ)

Distinct75
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean39.62095781
Minimum7
Maximum85
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:38.560324image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile15
Q127
median40
Q351
95-th percentile64
Maximum85
Range78
Interquartile range (IQR)24

Descriptive statistics

Standard deviation15.13568526
Coefficient of variation (CV)0.3820120991
Kurtosis-0.7178773091
Mean39.62095781
Median Absolute Deviation (MAD)12
Skewness-8.798600324 × 10-5
Sum1029194
Variance229.0889683
MonotonicityNot monotonic
2025-04-26T21:10:38.821647image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
39 723
 
2.8%
25 713
 
2.7%
40 635
 
2.4%
41 633
 
2.4%
43 626
 
2.4%
44 622
 
2.4%
45 600
 
2.3%
27 595
 
2.3%
23 589
 
2.3%
48 580
 
2.2%
Other values (65) 19660
75.7%
ValueCountFrequency (%)
7 123
0.5%
8 157
0.6%
9 167
0.6%
10 139
0.5%
11 159
0.6%
ValueCountFrequency (%)
85 8
 
< 0.1%
80 32
0.1%
79 10
 
< 0.1%
78 11
 
< 0.1%
77 19
0.1%

Type of Travel
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3055897752
Minimum0
Maximum1
Zeros18038
Zeros (%)69.4%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:39.014994image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4606656424
Coefficient of variation (CV)1.507464188
Kurtosis-1.287585097
Mean0.3055897752
Median Absolute Deviation (MAD)0
Skewness0.8441054706
Sum7938
Variance0.2122128341
MonotonicityNot monotonic
2025-04-26T21:10:39.153228image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 18038
69.4%
1 7938
30.6%
ValueCountFrequency (%)
0 18038
69.4%
1 7938
30.6%
ValueCountFrequency (%)
1 7938
30.6%
0 18038
69.4%

Class
Real number (ℝ)

Zeros 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5927779489
Minimum0
Maximum2
Zeros12495
Zeros (%)48.1%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:39.284838image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile2
Maximum2
Range2
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.6237026618
Coefficient of variation (CV)1.052169135
Kurtosis-0.6138697838
Mean0.5927779489
Median Absolute Deviation (MAD)1
Skewness0.5586397629
Sum15398
Variance0.3890050103
MonotonicityNot monotonic
2025-04-26T21:10:39.436350image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
0 12495
48.1%
1 11564
44.5%
2 1917
 
7.4%
ValueCountFrequency (%)
0 12495
48.1%
1 11564
44.5%
2 1917
 
7.4%
ValueCountFrequency (%)
2 1917
 
7.4%
1 11564
44.5%
0 12495
48.1%

Flight Distance
Real number (ℝ)

Distinct3281
Distinct (%)12.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1193.788459
Minimum31
Maximum4983
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:39.611904image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum31
5-th percentile177
Q1414
median849
Q31744
95-th percentile3363
Maximum4983
Range4952
Interquartile range (IQR)1330

Descriptive statistics

Standard deviation998.6839989
Coefficient of variation (CV)0.8365669744
Kurtosis0.2537313463
Mean1193.788459
Median Absolute Deviation (MAD)521
Skewness1.10292692
Sum31009849
Variance997369.7297
MonotonicityNot monotonic
2025-04-26T21:10:39.794943image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
337 181
 
0.7%
594 110
 
0.4%
862 104
 
0.4%
2475 101
 
0.4%
447 95
 
0.4%
391 95
 
0.4%
192 91
 
0.4%
404 88
 
0.3%
370 88
 
0.3%
236 87
 
0.3%
Other values (3271) 24936
96.0%
ValueCountFrequency (%)
31 3
 
< 0.1%
56 3
 
< 0.1%
67 32
0.1%
73 18
0.1%
74 12
 
< 0.1%
ValueCountFrequency (%)
4983 4
< 0.1%
4963 6
< 0.1%
4817 1
 
< 0.1%
4502 4
< 0.1%
4243 5
< 0.1%

Inflight wifi service
Real number (ℝ)

Zeros 

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.724745919
Minimum0
Maximum5
Zeros813
Zeros (%)3.1%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:39.955924image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.33538405
Coefficient of variation (CV)0.4900948894
Kurtosis-0.8582525553
Mean2.724745919
Median Absolute Deviation (MAD)1
Skewness0.04079166953
Sum70778
Variance1.783250561
MonotonicityNot monotonic
2025-04-26T21:10:40.175901image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2 6490
25.0%
3 6317
24.3%
4 4981
19.2%
1 4488
17.3%
5 2887
11.1%
0 813
 
3.1%
ValueCountFrequency (%)
0 813
 
3.1%
1 4488
17.3%
2 6490
25.0%
3 6317
24.3%
4 4981
19.2%
ValueCountFrequency (%)
5 2887
11.1%
4 4981
19.2%
3 6317
24.3%
2 6490
25.0%
1 4488
17.3%

Departure/Arrival time convenient
Real number (ℝ)

Zeros 

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.046812442
Minimum0
Maximum5
Zeros1381
Zeros (%)5.3%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:40.321035image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median3
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.533370555
Coefficient of variation (CV)0.5032704125
Kurtosis-1.053304715
Mean3.046812442
Median Absolute Deviation (MAD)1
Skewness-0.3246845303
Sum79144
Variance2.351225258
MonotonicityNot monotonic
2025-04-26T21:10:40.482823image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
4 6334
24.4%
5 5595
21.5%
3 4412
17.0%
2 4343
16.7%
1 3911
15.1%
0 1381
 
5.3%
ValueCountFrequency (%)
0 1381
 
5.3%
1 3911
15.1%
2 4343
16.7%
3 4412
17.0%
4 6334
24.4%
ValueCountFrequency (%)
5 5595
21.5%
4 6334
24.4%
3 4412
17.0%
2 4343
16.7%
1 3911
15.1%

Ease of Online booking
Real number (ℝ)

Zeros 

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.756775485
Minimum0
Maximum5
Zeros1195
Zeros (%)4.6%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:40.652238image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.412951334
Coefficient of variation (CV)0.5125376883
Kurtosis-0.9263333995
Mean2.756775485
Median Absolute Deviation (MAD)1
Skewness-0.02065526946
Sum71610
Variance1.996431473
MonotonicityNot monotonic
2025-04-26T21:10:40.791552image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2 6030
23.2%
3 5944
22.9%
4 4873
18.8%
1 4361
16.8%
5 3573
13.8%
0 1195
 
4.6%
ValueCountFrequency (%)
0 1195
 
4.6%
1 4361
16.8%
2 6030
23.2%
3 5944
22.9%
4 4873
18.8%
ValueCountFrequency (%)
5 3573
13.8%
4 4873
18.8%
3 5944
22.9%
2 6030
23.2%
1 4361
16.8%

Gate location
Real number (ℝ)

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.977094241
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:40.933706image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.282132654
Coefficient of variation (CV)0.4306657935
Kurtosis-1.036609694
Mean2.977094241
Median Absolute Deviation (MAD)1
Skewness-0.05579812393
Sum77333
Variance1.643864141
MonotonicityNot monotonic
2025-04-26T21:10:41.113713image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
3 7140
27.5%
4 6040
23.3%
2 4837
18.6%
1 4429
17.1%
5 3530
13.6%
ValueCountFrequency (%)
1 4429
17.1%
2 4837
18.6%
3 7140
27.5%
4 6040
23.3%
5 3530
13.6%
ValueCountFrequency (%)
5 3530
13.6%
4 6040
23.3%
3 7140
27.5%
2 4837
18.6%
1 4429
17.1%

Food and drink
Real number (ℝ)

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.215352633
Minimum0
Maximum5
Zeros25
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:41.272052image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.331506378
Coefficient of variation (CV)0.4141089734
Kurtosis-1.144654489
Mean3.215352633
Median Absolute Deviation (MAD)1
Skewness-0.1702292448
Sum83522
Variance1.772909235
MonotonicityNot monotonic
2025-04-26T21:10:41.412963image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
4 6204
23.9%
5 5644
21.7%
3 5494
21.2%
2 5395
20.8%
1 3214
12.4%
0 25
 
0.1%
ValueCountFrequency (%)
0 25
 
0.1%
1 3214
12.4%
2 5395
20.8%
3 5494
21.2%
4 6204
23.9%
ValueCountFrequency (%)
5 5644
21.7%
4 6204
23.9%
3 5494
21.2%
2 5395
20.8%
1 3214
12.4%

Online boarding
Real number (ℝ)

Zeros 

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.261664613
Minimum0
Maximum5
Zeros652
Zeros (%)2.5%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:41.543721image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median4
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.355535695
Coefficient of variation (CV)0.4155962847
Kurtosis-0.6850429428
Mean3.261664613
Median Absolute Deviation (MAD)1
Skewness-0.4692175622
Sum84725
Variance1.837477021
MonotonicityNot monotonic
2025-04-26T21:10:41.675281image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
4 7706
29.7%
3 5313
20.5%
5 5307
20.4%
2 4429
17.1%
1 2569
 
9.9%
0 652
 
2.5%
ValueCountFrequency (%)
0 652
 
2.5%
1 2569
 
9.9%
2 4429
17.1%
3 5313
20.5%
4 7706
29.7%
ValueCountFrequency (%)
5 5307
20.4%
4 7706
29.7%
3 5313
20.5%
2 4429
17.1%
1 2569
 
9.9%

Seat comfort
Real number (ℝ)

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.449222359
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:41.804273image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.320090181
Coefficient of variation (CV)0.3827211017
Kurtosis-0.9110614247
Mean3.449222359
Median Absolute Deviation (MAD)1
Skewness-0.4980474918
Sum89597
Variance1.742638086
MonotonicityNot monotonic
2025-04-26T21:10:41.951389image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
4 7991
30.8%
5 6688
25.7%
3 4632
17.8%
2 3632
14.0%
1 3033
 
11.7%
ValueCountFrequency (%)
1 3033
 
11.7%
2 3632
14.0%
3 4632
17.8%
4 7991
30.8%
5 6688
25.7%
ValueCountFrequency (%)
5 6688
25.7%
4 7991
30.8%
3 4632
17.8%
2 3632
14.0%
1 3033
 
11.7%

Inflight entertainment
Real number (ℝ)

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.357753311
Minimum0
Maximum5
Zeros4
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:42.091489image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median4
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.33829936
Coefficient of variation (CV)0.3985698878
Kurtosis-1.06283454
Mean3.357753311
Median Absolute Deviation (MAD)1
Skewness-0.3713533702
Sum87221
Variance1.791045177
MonotonicityNot monotonic
2025-04-26T21:10:42.269714image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
4 7368
28.4%
5 6331
24.4%
3 4745
18.3%
2 4331
16.7%
1 3197
12.3%
0 4
 
< 0.1%
ValueCountFrequency (%)
0 4
 
< 0.1%
1 3197
12.3%
2 4331
16.7%
3 4745
18.3%
4 7368
28.4%
ValueCountFrequency (%)
5 6331
24.4%
4 7368
28.4%
3 4745
18.3%
2 4331
16.7%
1 3197
12.3%

On-board service
Real number (ℝ)

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.38566369
Minimum0
Maximum5
Zeros2
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:42.419103image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median4
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.282088364
Coefficient of variation (CV)0.3786815472
Kurtosis-0.8747008504
Mean3.38566369
Median Absolute Deviation (MAD)1
Skewness-0.4265065438
Sum87946
Variance1.643750574
MonotonicityNot monotonic
2025-04-26T21:10:42.560292image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
4 7836
30.2%
5 5844
22.5%
3 5709
22.0%
2 3670
14.1%
1 2915
 
11.2%
0 2
 
< 0.1%
ValueCountFrequency (%)
0 2
 
< 0.1%
1 2915
 
11.2%
2 3670
14.1%
3 5709
22.0%
4 7836
30.2%
ValueCountFrequency (%)
5 5844
22.5%
4 7836
30.2%
3 5709
22.0%
2 3670
14.1%
1 2915
 
11.2%

Leg room service
Real number (ℝ)

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.350169387
Minimum0
Maximum5
Zeros126
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:42.688755image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median4
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.318862333
Coefficient of variation (CV)0.3936703434
Kurtosis-0.9939224105
Mean3.350169387
Median Absolute Deviation (MAD)1
Skewness-0.3412095225
Sum87024
Variance1.739397854
MonotonicityNot monotonic
2025-04-26T21:10:42.859515image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
4 7097
27.3%
5 6238
24.0%
2 5015
19.3%
3 4958
19.1%
1 2542
 
9.8%
0 126
 
0.5%
ValueCountFrequency (%)
0 126
 
0.5%
1 2542
 
9.8%
2 5015
19.3%
3 4958
19.1%
4 7097
27.3%
ValueCountFrequency (%)
5 6238
24.0%
4 7097
27.3%
3 4958
19.1%
2 5015
19.3%
1 2542
 
9.8%

Baggage handling
Real number (ℝ)

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.633238374
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:43.010469image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.176524661
Coefficient of variation (CV)0.3238225903
Kurtosis-0.3700286142
Mean3.633238374
Median Absolute Deviation (MAD)1
Skewness-0.67886276
Sum94377
Variance1.384210279
MonotonicityNot monotonic
2025-04-26T21:10:43.154147image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
4 9378
36.1%
5 6747
26.0%
3 5219
20.1%
2 2841
 
10.9%
1 1791
 
6.9%
ValueCountFrequency (%)
1 1791
 
6.9%
2 2841
 
10.9%
3 5219
20.1%
4 9378
36.1%
5 6747
26.0%
ValueCountFrequency (%)
5 6747
26.0%
4 9378
36.1%
3 5219
20.1%
2 2841
 
10.9%
1 1791
 
6.9%

Checkin service
Real number (ℝ)

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.314174623
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:43.308657image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.269332062
Coefficient of variation (CV)0.3830009601
Kurtosis-0.8337545697
Mean3.314174623
Median Absolute Deviation (MAD)1
Skewness-0.3730155987
Sum86089
Variance1.611203885
MonotonicityNot monotonic
2025-04-26T21:10:43.462220image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
4 7278
28.0%
3 7007
27.0%
5 5264
20.3%
1 3218
12.4%
2 3209
12.4%
ValueCountFrequency (%)
1 3218
12.4%
2 3209
12.4%
3 7007
27.0%
4 7278
28.0%
5 5264
20.3%
ValueCountFrequency (%)
5 5264
20.3%
4 7278
28.0%
3 7007
27.0%
2 3209
12.4%
1 3218
12.4%

Inflight service
Real number (ℝ)

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.649253157
Minimum0
Maximum5
Zeros2
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:43.616887image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q13
median4
Q35
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.180680959
Coefficient of variation (CV)0.3235404364
Kurtosis-0.3608397891
Mean3.649253157
Median Absolute Deviation (MAD)1
Skewness-0.696802644
Sum94793
Variance1.394007527
MonotonicityNot monotonic
2025-04-26T21:10:43.751806image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
4 9378
36.1%
5 6950
26.8%
3 5017
19.3%
2 2851
 
11.0%
1 1778
 
6.8%
0 2
 
< 0.1%
ValueCountFrequency (%)
0 2
 
< 0.1%
1 1778
 
6.8%
2 2851
 
11.0%
3 5017
19.3%
4 9378
36.1%
ValueCountFrequency (%)
5 6950
26.8%
4 9378
36.1%
3 5017
19.3%
2 2851
 
11.0%
1 1778
 
6.8%

Cleanliness
Real number (ℝ)

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.286225747
Minimum0
Maximum5
Zeros2
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:43.927379image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.319330066
Coefficient of variation (CV)0.4014727433
Kurtosis-1.02373461
Mean3.286225747
Median Absolute Deviation (MAD)1
Skewness-0.3042846613
Sum85363
Variance1.740631822
MonotonicityNot monotonic
2025-04-26T21:10:44.075319image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
4 6790
26.1%
3 6065
23.3%
5 5727
22.0%
2 3981
15.3%
1 3411
13.1%
0 2
 
< 0.1%
ValueCountFrequency (%)
0 2
 
< 0.1%
1 3411
13.1%
2 3981
15.3%
3 6065
23.3%
4 6790
26.1%
ValueCountFrequency (%)
5 5727
22.0%
4 6790
26.1%
3 6065
23.3%
2 3981
15.3%
1 3411
13.1%

Departure Delay in Minutes
Real number (ℝ)

Zeros 

Distinct313
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.30609024
Minimum0
Maximum1128
Zeros14688
Zeros (%)56.5%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:44.246624image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q312
95-th percentile74
Maximum1128
Range1128
Interquartile range (IQR)12

Descriptive statistics

Standard deviation37.42316004
Coefficient of variation (CV)2.615890116
Kurtosis102.1830814
Mean14.30609024
Median Absolute Deviation (MAD)0
Skewness7.193969793
Sum371615
Variance1400.492908
MonotonicityNot monotonic
2025-04-26T21:10:44.468746image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 14688
56.5%
1 734
 
2.8%
2 581
 
2.2%
3 526
 
2.0%
4 455
 
1.8%
5 444
 
1.7%
6 367
 
1.4%
7 356
 
1.4%
8 323
 
1.2%
10 306
 
1.2%
Other values (303) 7196
27.7%
ValueCountFrequency (%)
0 14688
56.5%
1 734
 
2.8%
2 581
 
2.2%
3 526
 
2.0%
4 455
 
1.8%
ValueCountFrequency (%)
1128 1
< 0.1%
951 1
< 0.1%
815 1
< 0.1%
794 1
< 0.1%
756 1
< 0.1%

Arrival Delay in Minutes
Real number (ℝ)

Zeros 

Distinct320
Distinct (%)1.2%
Missing83
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean14.7408566
Minimum0
Maximum1115
Zeros14594
Zeros (%)56.2%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:44.644994image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q313
95-th percentile76
Maximum1115
Range1115
Interquartile range (IQR)13

Descriptive statistics

Standard deviation37.51753859
Coefficient of variation (CV)2.545139648
Kurtosis97.45486328
Mean14.7408566
Median Absolute Deviation (MAD)0
Skewness6.984497404
Sum381685
Variance1407.565702
MonotonicityNot monotonic
2025-04-26T21:10:44.823805image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 14594
56.2%
1 536
 
2.1%
2 523
 
2.0%
3 490
 
1.9%
4 466
 
1.8%
5 425
 
1.6%
6 405
 
1.6%
8 357
 
1.4%
7 313
 
1.2%
11 309
 
1.2%
Other values (310) 7475
28.8%
ValueCountFrequency (%)
0 14594
56.2%
1 536
 
2.1%
2 523
 
2.0%
3 490
 
1.9%
4 466
 
1.8%
ValueCountFrequency (%)
1115 1
< 0.1%
940 1
< 0.1%
822 1
< 0.1%
795 1
< 0.1%
748 1
< 0.1%

Satisfaction
Real number (ℝ)

Zeros 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4389821374
Minimum0
Maximum1
Zeros14573
Zeros (%)56.1%
Negative0
Negative (%)0.0%
Memory size203.1 KiB
2025-04-26T21:10:44.984870image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4962724068
Coefficient of variation (CV)1.130507063
Kurtosis-1.939670907
Mean0.4389821374
Median Absolute Deviation (MAD)0
Skewness0.2459236508
Sum11403
Variance0.2462863017
MonotonicityNot monotonic
2025-04-26T21:10:45.121265image/svg+xmlMatplotlib v3.7.5, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0 14573
56.1%
1 11403
43.9%
ValueCountFrequency (%)
0 14573
56.1%
1 11403
43.9%
ValueCountFrequency (%)
1 11403
43.9%
0 14573
56.1%