Overview

Dataset statistics

Number of variables10
Number of observations104970
Missing cells0
Missing cells (%)0.0%
Total size in memory8.8 MiB
Average record size in memory88.0 B

Variable types

Numeric10

Alerts

fault_idx has constant value "1.0"Constant

Reproduction

Analysis started2023-03-05 01:24:21.074967
Analysis finished2023-03-05 01:24:21.220347
Duration0.15 seconds
Software versionpandas-profiling vv3.6.2
Download configurationconfig.json

Variables

latitude
Real number (ℝ)

Distinct23844
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-6.625510105
Minimum-7.464482406
Maximum-5.695694645
Zeros0
Zeros (%)0.0%
Negative104970
Negative (%)100.0%
Memory size1.6 MiB
2023-03-04T18:24:21.295084image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-7.464482406
5-th percentile-6.980946551
Q1-6.790070034
median-6.664250751
Q3-6.474564828
95-th percentile-6.152211543
Maximum-5.695694645
Range1.768787761
Interquartile range (IQR)0.3155052064

Descriptive statistics

Standard deviation0.250133664
Coefficient of variation (CV)-0.03775311788
Kurtosis0.3097716213
Mean-6.625510105
Median Absolute Deviation (MAD)0.1502087963
Skewness0.5553792763
Sum-695479.7957
Variance0.06256684986
MonotonicityNot monotonic
2023-03-04T18:24:21.378814image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-6.314586497 138
 
0.1%
-5.926789849 104
 
0.1%
-6.043954948 102
 
0.1%
-6.374169009 81
 
0.1%
-6.51553687 80
 
0.1%
-6.219335192 73
 
0.1%
-6.74858866 67
 
0.1%
-6.434772135 62
 
0.1%
-6.336892835 61
 
0.1%
-6.303245101 60
 
0.1%
Other values (23834) 104142
99.2%
ValueCountFrequency (%)
-7.464482406 1
 
< 0.1%
-7.45790317 3
< 0.1%
-7.454768862 4
< 0.1%
-7.435743577 2
< 0.1%
-7.432386154 4
< 0.1%
ValueCountFrequency (%)
-5.695694645 2
 
< 0.1%
-5.706998126 9
< 0.1%
-5.745466335 15
< 0.1%
-5.748826375 11
< 0.1%
-5.749976307 9
< 0.1%

longitude
Real number (ℝ)

Distinct23844
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean119.9346662
Minimum119.4406239
Maximum120.4031058
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.6 MiB
2023-03-04T18:24:21.465172image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum119.4406239
5-th percentile119.6995493
Q1119.8348724
median119.9316344
Q3120.0305534
95-th percentile120.1816928
Maximum120.4031058
Range0.9624819215
Interquartile range (IQR)0.1956809555

Descriptive statistics

Standard deviation0.1455911026
Coefficient of variation (CV)0.001213920105
Kurtosis-0.1065420345
Mean119.9346662
Median Absolute Deviation (MAD)0.09790975949
Skewness0.08122053218
Sum12589541.91
Variance0.02119676915
MonotonicityNot monotonic
2023-03-04T18:24:21.657614image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
120.0008443 138
 
0.1%
120.1197646 104
 
0.1%
120.0767599 102
 
0.1%
119.6933572 81
 
0.1%
119.9671384 80
 
0.1%
120.1025386 73
 
0.1%
119.9499826 67
 
0.1%
120.1282926 62
 
0.1%
119.7787115 61
 
0.1%
120.1248642 60
 
0.1%
Other values (23834) 104142
99.2%
ValueCountFrequency (%)
119.4406239 3
 
< 0.1%
119.4733851 2
 
< 0.1%
119.4754927 14
< 0.1%
119.4780718 2
 
< 0.1%
119.4801843 8
< 0.1%
ValueCountFrequency (%)
120.4031058 2
 
< 0.1%
120.3999879 5
< 0.1%
120.3809397 1
 
< 0.1%
120.3804388 1
 
< 0.1%
120.3587938 1
 
< 0.1%

magnitude
Real number (ℝ)

Distinct23844
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.590200806
Minimum8.325298104
Maximum8.999095141
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.6 MiB
2023-03-04T18:24:21.737295image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum8.325298104
5-th percentile8.411227385
Q18.492496647
median8.578464042
Q38.673905581
95-th percentile8.812697143
Maximum8.999095141
Range0.6737970366
Interquartile range (IQR)0.1814089334

Descriptive statistics

Standard deviation0.1236065482
Coefficient of variation (CV)0.01438925014
Kurtosis-0.3411260611
Mean8.590200806
Median Absolute Deviation (MAD)0.09045550171
Skewness0.4545235123
Sum901713.3786
Variance0.01527857875
MonotonicityNot monotonic
2023-03-04T18:24:21.813654image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8.682577452 138
 
0.1%
8.744512022 104
 
0.1%
8.326069411 102
 
0.1%
8.468676549 81
 
0.1%
8.692047625 80
 
0.1%
8.540043004 73
 
0.1%
8.459957398 67
 
0.1%
8.526206069 62
 
0.1%
8.462076648 61
 
0.1%
8.462264 60
 
0.1%
Other values (23834) 104142
99.2%
ValueCountFrequency (%)
8.325298104 5
 
< 0.1%
8.326069411 102
0.1%
8.329767262 2
 
< 0.1%
8.329773772 6
 
< 0.1%
8.334637703 2
 
< 0.1%
ValueCountFrequency (%)
8.999095141 14
< 0.1%
8.997690779 3
 
< 0.1%
8.995948474 16
< 0.1%
8.994830422 6
 
< 0.1%
8.991567311 4
 
< 0.1%

delta_logl
Real number (ℝ)

Distinct23844
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.2311099077
Minimum-0.6638337022
Maximum0.0394253559
Zeros0
Zeros (%)0.0%
Negative104366
Negative (%)99.4%
Memory size1.6 MiB
2023-03-04T18:24:21.896015image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-0.6638337022
5-th percentile-0.4135473603
Q1-0.3015296258
median-0.224615497
Q3-0.1548953206
95-th percentile-0.06751737576
Maximum0.0394253559
Range0.7032590581
Interquartile range (IQR)0.1466343052

Descriptive statistics

Standard deviation0.1064830385
Coefficient of variation (CV)-0.4607463157
Kurtosis0.05132602005
Mean-0.2311099077
Median Absolute Deviation (MAD)0.07322197906
Skewness-0.3525835361
Sum-24259.60701
Variance0.01133863748
MonotonicityNot monotonic
2023-03-04T18:24:21.971345image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.1154883716 138
 
0.1%
-0.05733817847 104
 
0.1%
-0.02215033678 102
 
0.1%
0.01616658163 81
 
0.1%
-0.1612292505 80
 
0.1%
0.01716461834 73
 
0.1%
-0.1115716005 67
 
0.1%
-0.04426309589 62
 
0.1%
0.02953308725 61
 
0.1%
-0.2297159945 60
 
0.1%
Other values (23834) 104142
99.2%
ValueCountFrequency (%)
-0.6638337022 2
 
< 0.1%
-0.6609612528 13
< 0.1%
-0.6557650336 1
 
< 0.1%
-0.6534467785 1
 
< 0.1%
-0.6493831625 4
 
< 0.1%
ValueCountFrequency (%)
0.0394253559 6
 
< 0.1%
0.02953308725 61
0.1%
0.02429658608 33
< 0.1%
0.01895606156 11
 
< 0.1%
0.01794345251 25
< 0.1%

delta_logw
Real number (ℝ)

Distinct23844
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.2096383261
Minimum-0.7087244958
Maximum0.04411382906
Zeros0
Zeros (%)0.0%
Negative103875
Negative (%)99.0%
Memory size1.6 MiB
2023-03-04T18:24:22.052863image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-0.7087244958
5-th percentile-0.4060335637
Q1-0.2833148204
median-0.2019926947
Q3-0.1256232268
95-th percentile-0.04208345974
Maximum0.04411382906
Range0.7528383249
Interquartile range (IQR)0.1576915936

Descriptive statistics

Standard deviation0.1135653223
Coefficient of variation (CV)-0.5417202304
Kurtosis0.3418491368
Mean-0.2096383261
Median Absolute Deviation (MAD)0.07868743378
Skewness-0.5406354633
Sum-22005.73509
Variance0.01289708243
MonotonicityNot monotonic
2023-03-04T18:24:22.129806image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.007755715231 138
 
0.1%
-0.1275066616 104
 
0.1%
-0.4788315962 102
 
0.1%
-0.143519917 81
 
0.1%
0.002490170996 80
 
0.1%
-0.4464403274 73
 
0.1%
-0.03602395283 67
 
0.1%
-0.08232158251 62
 
0.1%
-0.1310012214 61
 
0.1%
-0.6666439077 60
 
0.1%
Other values (23834) 104142
99.2%
ValueCountFrequency (%)
-0.7087244958 2
 
< 0.1%
-0.7067233507 4
 
< 0.1%
-0.7027332055 13
< 0.1%
-0.6871927335 1
 
< 0.1%
-0.6751968521 1
 
< 0.1%
ValueCountFrequency (%)
0.04411382906 27
< 0.1%
0.03735767223 9
 
< 0.1%
0.03459567044 6
 
< 0.1%
0.03214233005 30
< 0.1%
0.03021443059 5
 
< 0.1%

depth_offset
Real number (ℝ)

Distinct23844
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.522111535
Minimum-18.29232236
Maximum11.80878068
Zeros0
Zeros (%)0.0%
Negative65326
Negative (%)62.2%
Memory size1.6 MiB
2023-03-04T18:24:22.212224image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-18.29232236
5-th percentile-9.252017397
Q1-4.464967762
median-1.441920967
Q31.648328336
95-th percentile5.619433561
Maximum11.80878068
Range30.10110304
Interquartile range (IQR)6.113296098

Descriptive statistics

Standard deviation4.496827492
Coefficient of variation (CV)-2.954335073
Kurtosis-0.1005060647
Mean-1.522111535
Median Absolute Deviation (MAD)3.05522538
Skewness-0.1708867422
Sum-159776.0478
Variance20.22145749
MonotonicityNot monotonic
2023-03-04T18:24:22.284522image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-4.742818249 138
 
0.1%
-0.3466281434 104
 
0.1%
-1.358687443 102
 
0.1%
-5.002828017 81
 
0.1%
6.670259174 80
 
0.1%
-0.7769277294 73
 
0.1%
-7.350130775 67
 
0.1%
-0.0609587976 62
 
0.1%
-4.961206166 61
 
0.1%
-0.9992955555 60
 
0.1%
Other values (23834) 104142
99.2%
ValueCountFrequency (%)
-18.29232236 1
 
< 0.1%
-18.01287761 6
< 0.1%
-17.85262544 4
< 0.1%
-17.66295933 3
< 0.1%
-17.64610581 7
< 0.1%
ValueCountFrequency (%)
11.80878068 1
 
< 0.1%
11.46085306 8
< 0.1%
11.2360026 1
 
< 0.1%
11.1346363 2
 
< 0.1%
10.94975959 8
< 0.1%

dip_offset
Real number (ℝ)

Distinct23844
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.1422815691
Minimum-14.29563966
Maximum13.72478134
Zeros0
Zeros (%)0.0%
Negative53993
Negative (%)51.4%
Memory size1.6 MiB
2023-03-04T18:24:22.361213image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-14.29563966
5-th percentile-5.815521242
Q1-2.438339891
median-0.1233068394
Q32.157569392
95-th percentile5.505374038
Maximum13.72478134
Range28.02042101
Interquartile range (IQR)4.595909283

Descriptive statistics

Standard deviation3.446640501
Coefficient of variation (CV)-24.22408273
Kurtosis0.01623173771
Mean-0.1422815691
Median Absolute Deviation (MAD)2.295083274
Skewness-0.01525200439
Sum-14935.29631
Variance11.87933074
MonotonicityNot monotonic
2023-03-04T18:24:22.436385image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.405679403 138
 
0.1%
-1.739601534 104
 
0.1%
5.879196329 102
 
0.1%
-2.326354082 81
 
0.1%
-5.413336033 80
 
0.1%
1.004100084 73
 
0.1%
4.400969767 67
 
0.1%
3.141596509 62
 
0.1%
0.5580423321 61
 
0.1%
-0.8376129899 60
 
0.1%
Other values (23834) 104142
99.2%
ValueCountFrequency (%)
-14.29563966 18
< 0.1%
-13.55503961 5
 
< 0.1%
-13.38557429 9
< 0.1%
-13.26737001 1
 
< 0.1%
-13.17085178 10
< 0.1%
ValueCountFrequency (%)
13.72478134 2
< 0.1%
12.78125349 1
< 0.1%
12.65836578 1
< 0.1%
12.59023043 1
< 0.1%
12.533655 2
< 0.1%

strike_offset
Real number (ℝ)

Distinct23844
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.06686201847
Minimum-17.78216674
Maximum18.90127263
Zeros0
Zeros (%)0.0%
Negative53169
Negative (%)50.7%
Memory size1.6 MiB
2023-03-04T18:24:22.519181image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-17.78216674
5-th percentile-8.148553004
Q1-3.365071876
median-0.0642914823
Q33.203359745
95-th percentile7.964313707
Maximum18.90127263
Range36.68343937
Interquartile range (IQR)6.568431621

Descriptive statistics

Standard deviation4.877434464
Coefficient of variation (CV)-72.94775981
Kurtosis-0.02053760122
Mean-0.06686201847
Median Absolute Deviation (MAD)3.284031312
Skewness0.00307088066
Sum-7018.506079
Variance23.78936695
MonotonicityNot monotonic
2023-03-04T18:24:22.598456image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-3.664900468 138
 
0.1%
3.150499421 104
 
0.1%
3.948116015 102
 
0.1%
-1.143853089 81
 
0.1%
3.839288688 80
 
0.1%
0.5666860376 73
 
0.1%
2.870825717 67
 
0.1%
4.010828902 62
 
0.1%
1.829400771 61
 
0.1%
7.032602508 60
 
0.1%
Other values (23834) 104142
99.2%
ValueCountFrequency (%)
-17.78216674 4
< 0.1%
-17.27910175 4
< 0.1%
-17.16997278 2
 
< 0.1%
-16.60821115 5
< 0.1%
-16.43249596 1
 
< 0.1%
ValueCountFrequency (%)
18.90127263 6
< 0.1%
18.1949527 9
< 0.1%
17.67086026 3
 
< 0.1%
17.09442481 4
< 0.1%
17.03336753 1
 
< 0.1%

rake_offset
Real number (ℝ)

Distinct23844
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.137840795
Minimum-21.72135506
Maximum19.65670514
Zeros0
Zeros (%)0.0%
Negative53623
Negative (%)51.1%
Memory size1.6 MiB
2023-03-04T18:24:22.680992image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-21.72135506
5-th percentile-9.141576099
Q1-3.820754473
median-0.1355994789
Q33.58779617
95-th percentile8.919359792
Maximum19.65670514
Range41.3780602
Interquartile range (IQR)7.408550643

Descriptive statistics

Standard deviation5.485287703
Coefficient of variation (CV)-39.79437076
Kurtosis-0.06169287879
Mean-0.137840795
Median Absolute Deviation (MAD)3.702315301
Skewness-0.009962447166
Sum-14469.14825
Variance30.08838119
MonotonicityNot monotonic
2023-03-04T18:24:22.754894image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5.114755895 138
 
0.1%
-1.058552877 104
 
0.1%
-3.489296197 102
 
0.1%
-3.469792925 81
 
0.1%
-3.79841804 80
 
0.1%
2.092545067 73
 
0.1%
-4.2347462 67
 
0.1%
5.769389832 62
 
0.1%
-3.959455378 61
 
0.1%
3.914759679 60
 
0.1%
Other values (23834) 104142
99.2%
ValueCountFrequency (%)
-21.72135506 5
< 0.1%
-21.39920878 3
< 0.1%
-20.152331 6
< 0.1%
-19.74001726 2
 
< 0.1%
-19.19561397 4
< 0.1%
ValueCountFrequency (%)
19.65670514 1
< 0.1%
19.37382274 1
< 0.1%
18.5676473 1
< 0.1%
18.55534762 1
< 0.1%
18.24187565 1
< 0.1%

fault_idx
Real number (ℝ)

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1
Minimum1
Maximum1
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.6 MiB
2023-03-04T18:24:22.815945image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31
95-th percentile1
Maximum1
Range0
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0
Coefficient of variation (CV)0
Kurtosis0
Mean1
Median Absolute Deviation (MAD)0
Skewness0
Sum104970
Variance0
MonotonicityIncreasing
2023-03-04T18:24:22.863357image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=1)
ValueCountFrequency (%)
1 104970
100.0%
ValueCountFrequency (%)
1 104970
100.0%
ValueCountFrequency (%)
1 104970
100.0%