Overview

Dataset statistics

Number of variables10
Number of observations127690
Missing cells0
Missing cells (%)0.0%
Total size in memory10.7 MiB
Average record size in memory88.0 B

Variable types

Numeric10

Alerts

fault_idx has constant value "0.0"Constant
fault_idx has 127690 (100.0%) zerosZeros

Reproduction

Analysis started2023-02-07 17:17:44.068448
Analysis finished2023-02-07 17:17:44.332221
Duration0.26 seconds
Software versionpandas-profiling vv3.6.2
Download configurationconfig.json

Variables

latitude
Real number (ℝ)

Distinct67908
Distinct (%)53.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-7.883354514
Minimum-9.093607235
Maximum-7.198245447
Zeros0
Zeros (%)0.0%
Negative127690
Negative (%)100.0%
Memory size1.9 MiB
2023-02-07T10:17:44.410540image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-9.093607235
5-th percentile-8.491607324
Q1-8.099204911
median-7.836986332
Q3-7.623589853
95-th percentile-7.433623755
Maximum-7.198245447
Range1.895361787
Interquartile range (IQR)0.4756150582

Descriptive statistics

Standard deviation0.3294816536
Coefficient of variation (CV)-0.04179460064
Kurtosis-0.1354647168
Mean-7.883354514
Median Absolute Deviation (MAD)0.2324255017
Skewness-0.6021855584
Sum-1006625.538
Variance0.1085581601
MonotonicityNot monotonic
2023-02-07T10:17:44.493270image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-7.667129471 33
 
< 0.1%
-7.694935424 32
 
< 0.1%
-7.527342234 31
 
< 0.1%
-7.670923709 29
 
< 0.1%
-8.028628243 29
 
< 0.1%
-8.051190843 28
 
< 0.1%
-7.451519175 28
 
< 0.1%
-7.685779808 28
 
< 0.1%
-7.638036861 27
 
< 0.1%
-7.849611026 25
 
< 0.1%
Other values (67898) 127400
99.8%
ValueCountFrequency (%)
-9.093607235 6
< 0.1%
-9.089024965 6
< 0.1%
-9.086784252 1
 
< 0.1%
-9.086458042 1
 
< 0.1%
-9.082216777 1
 
< 0.1%
ValueCountFrequency (%)
-7.198245447 1
 
< 0.1%
-7.209644635 10
< 0.1%
-7.211767694 1
 
< 0.1%
-7.212647817 7
< 0.1%
-7.21413565 5
< 0.1%

longitude
Real number (ℝ)

Distinct67908
Distinct (%)53.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean119.6833022
Minimum117.6057984
Maximum121.5874902
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 MiB
2023-02-07T10:17:44.573644image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum117.6057984
5-th percentile118.738874
Q1119.2189065
median119.6081445
Q3120.1283207
95-th percentile120.8111106
Maximum121.5874902
Range3.981691865
Interquartile range (IQR)0.9094142007

Descriptive statistics

Standard deviation0.6343694987
Coefficient of variation (CV)0.005300401032
Kurtosis-0.5215885213
Mean119.6833022
Median Absolute Deviation (MAD)0.4408607247
Skewness0.2976852377
Sum15282360.86
Variance0.4024246608
MonotonicityNot monotonic
2023-02-07T10:17:44.646932image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
119.2993767 33
 
< 0.1%
121.4000027 32
 
< 0.1%
119.1142197 31
 
< 0.1%
121.0648138 29
 
< 0.1%
121.3228083 29
 
< 0.1%
119.4846617 28
 
< 0.1%
119.2629014 28
 
< 0.1%
121.0759672 28
 
< 0.1%
121.1504343 27
 
< 0.1%
121.00597 25
 
< 0.1%
Other values (67898) 127400
99.8%
ValueCountFrequency (%)
117.6057984 1
 
< 0.1%
117.6206813 3
< 0.1%
117.6215935 1
 
< 0.1%
117.6833939 3
< 0.1%
117.6940033 1
 
< 0.1%
ValueCountFrequency (%)
121.5874902 2
< 0.1%
121.5426571 2
< 0.1%
121.5323732 1
< 0.1%
121.5091396 1
< 0.1%
121.5046694 2
< 0.1%

magnitude
Real number (ℝ)

Distinct67908
Distinct (%)53.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.760657282
Minimum8.263420885
Maximum9.08314285
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 MiB
2023-02-07T10:17:44.725961image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum8.263420885
5-th percentile8.489025546
Q18.664754396
median8.777699123
Q38.875064512
95-th percentile8.970559009
Maximum9.08314285
Range0.819721965
Interquartile range (IQR)0.2103101155

Descriptive statistics

Standard deviation0.1468902124
Coefficient of variation (CV)0.01676703102
Kurtosis-0.2761929854
Mean8.760657282
Median Absolute Deviation (MAD)0.1042358185
Skewness-0.536249621
Sum1118648.328
Variance0.02157673449
MonotonicityNot monotonic
2023-02-07T10:17:44.792461image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8.526367048 33
 
< 0.1%
8.83003733 32
 
< 0.1%
8.34944138 31
 
< 0.1%
8.803688027 29
 
< 0.1%
8.945634348 29
 
< 0.1%
8.950052845 28
 
< 0.1%
8.465179134 28
 
< 0.1%
8.883549714 28
 
< 0.1%
8.993924959 27
 
< 0.1%
8.895707642 25
 
< 0.1%
Other values (67898) 127400
99.8%
ValueCountFrequency (%)
8.263420885 1
 
< 0.1%
8.26530795 2
< 0.1%
8.266099478 1
 
< 0.1%
8.268908545 4
< 0.1%
8.269043254 3
< 0.1%
ValueCountFrequency (%)
9.08314285 2
 
< 0.1%
9.040656043 4
< 0.1%
9.012940955 2
 
< 0.1%
8.999953894 8
< 0.1%
8.999942833 2
 
< 0.1%

delta_logl
Real number (ℝ)

Distinct67908
Distinct (%)53.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.2050594412
Minimum-0.7974803815
Maximum0.2803728772
Zeros0
Zeros (%)0.0%
Negative121702
Negative (%)95.3%
Memory size1.9 MiB
2023-02-07T10:17:44.863526image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-0.7974803815
5-th percentile-0.4448324783
Q1-0.2872827215
median-0.1948706952
Q3-0.1136874361
95-th percentile-0.003453085124
Maximum0.2803728772
Range1.077853259
Interquartile range (IQR)0.1735952853

Descriptive statistics

Standard deviation0.1345689722
Coefficient of variation (CV)-0.6562437284
Kurtosis0.4239249376
Mean-0.2050594412
Median Absolute Deviation (MAD)0.08591345541
Skewness-0.3828629657
Sum-26184.04005
Variance0.01810880829
MonotonicityNot monotonic
2023-02-07T10:17:44.938233image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.1103598704 33
 
< 0.1%
-0.3327819003 32
 
< 0.1%
-0.1417477276 31
 
< 0.1%
-0.1405976006 29
 
< 0.1%
-0.2700637496 29
 
< 0.1%
-0.1100133667 28
 
< 0.1%
-0.214100072 28
 
< 0.1%
-0.1573284091 28
 
< 0.1%
-0.3530336706 27
 
< 0.1%
-0.1382618873 25
 
< 0.1%
Other values (67898) 127400
99.8%
ValueCountFrequency (%)
-0.7974803815 4
< 0.1%
-0.7945943073 4
< 0.1%
-0.7844830284 2
< 0.1%
-0.7828423161 1
 
< 0.1%
-0.7801682864 1
 
< 0.1%
ValueCountFrequency (%)
0.2803728772 2
< 0.1%
0.270367994 4
< 0.1%
0.2587694387 4
< 0.1%
0.2564372456 2
< 0.1%
0.2521438018 1
 
< 0.1%

delta_logw
Real number (ℝ)

Distinct67908
Distinct (%)53.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.1714567359
Minimum-0.7860369654
Maximum0.2071545996
Zeros0
Zeros (%)0.0%
Negative112102
Negative (%)87.8%
Memory size1.9 MiB
2023-02-07T10:17:45.017616image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-0.7860369654
5-th percentile-0.4209964299
Q1-0.2677938889
median-0.1656499832
Q3-0.06337526699
95-th percentile0.05216738185
Maximum0.2071545996
Range0.993191565
Interquartile range (IQR)0.2044186219

Descriptive statistics

Standard deviation0.1441259059
Coefficient of variation (CV)-0.840596347
Kurtosis-0.2191422083
Mean-0.1714567359
Median Absolute Deviation (MAD)0.1022188519
Skewness-0.3129688921
Sum-21893.31061
Variance0.02077227675
MonotonicityNot monotonic
2023-02-07T10:17:45.097649image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.04431615576 33
 
< 0.1%
-0.1032312479 32
 
< 0.1%
-0.07754762082 31
 
< 0.1%
-0.1008856591 29
 
< 0.1%
0.0165398609 29
 
< 0.1%
-0.04345547159 28
 
< 0.1%
-0.187016708 28
 
< 0.1%
-0.1588800888 28
 
< 0.1%
-0.2036380505 27
 
< 0.1%
-0.02164474989 25
 
< 0.1%
Other values (67898) 127400
99.8%
ValueCountFrequency (%)
-0.7860369654 1
< 0.1%
-0.7850131372 1
< 0.1%
-0.7774607277 1
< 0.1%
-0.7703376705 2
< 0.1%
-0.7615849691 1
< 0.1%
ValueCountFrequency (%)
0.2071545996 3
< 0.1%
0.1965998944 1
 
< 0.1%
0.1953734328 5
< 0.1%
0.1937522926 1
 
< 0.1%
0.1910773754 2
 
< 0.1%

depth_offset
Real number (ℝ)

Distinct67908
Distinct (%)53.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.03690824056
Minimum-4.016942095
Maximum4.895802178
Zeros0
Zeros (%)0.0%
Negative62088
Negative (%)48.6%
Memory size1.9 MiB
2023-02-07T10:17:45.178612image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-4.016942095
5-th percentile-1.251805482
Q1-0.4053205599
median0.02067059573
Q30.4575112299
95-th percentile1.378987083
Maximum4.895802178
Range8.912744274
Interquartile range (IQR)0.8628317898

Descriptive statistics

Standard deviation0.8049068407
Coefficient of variation (CV)21.80832325
Kurtosis1.986073564
Mean0.03690824056
Median Absolute Deviation (MAD)0.4312186446
Skewness0.1890818732
Sum4712.813238
Variance0.6478750222
MonotonicityNot monotonic
2023-02-07T10:17:45.250429image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.7000663591 33
 
< 0.1%
1.421835394 32
 
< 0.1%
-0.9042448523 31
 
< 0.1%
-1.247399362 29
 
< 0.1%
-0.245907482 29
 
< 0.1%
-0.02790926635 28
 
< 0.1%
4.500628289 28
 
< 0.1%
-0.9257286968 28
 
< 0.1%
0.3004624857 27
 
< 0.1%
0.1785142993 25
 
< 0.1%
Other values (67898) 127400
99.8%
ValueCountFrequency (%)
-4.016942095 3
 
< 0.1%
-3.947204336 2
 
< 0.1%
-3.876857212 1
 
< 0.1%
-3.86273358 14
< 0.1%
-3.803619657 2
 
< 0.1%
ValueCountFrequency (%)
4.895802178 1
 
< 0.1%
4.805609011 1
 
< 0.1%
4.745074059 2
 
< 0.1%
4.500628289 28
< 0.1%
4.449594482 3
 
< 0.1%

dip_offset
Real number (ℝ)

Distinct67908
Distinct (%)53.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.3632556951
Minimum-22.76872721
Maximum20.14467623
Zeros0
Zeros (%)0.0%
Negative68376
Negative (%)53.5%
Memory size1.9 MiB
2023-02-07T10:17:45.326125image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-22.76872721
5-th percentile-6.592769082
Q1-2.30669716
median-0.2493954675
Q31.700428142
95-th percentile5.39743565
Maximum20.14467623
Range42.91340344
Interquartile range (IQR)4.007125302

Descriptive statistics

Standard deviation3.684225744
Coefficient of variation (CV)-10.14223808
Kurtosis2.007489048
Mean-0.3632556951
Median Absolute Deviation (MAD)1.996763986
Skewness-0.197114397
Sum-46384.1197
Variance13.57351934
MonotonicityNot monotonic
2023-02-07T10:17:45.397785image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.05043644871 33
 
< 0.1%
-10.09348758 32
 
< 0.1%
-0.03125866821 31
 
< 0.1%
3.987775154 29
 
< 0.1%
-5.531240168 29
 
< 0.1%
-3.428547608 28
 
< 0.1%
-7.826891946 28
 
< 0.1%
-2.95249268 28
 
< 0.1%
-3.137234205 27
 
< 0.1%
-2.81549306 25
 
< 0.1%
Other values (67898) 127400
99.8%
ValueCountFrequency (%)
-22.76872721 1
 
< 0.1%
-22.5363377 1
 
< 0.1%
-22.1708854 1
 
< 0.1%
-21.56055633 1
 
< 0.1%
-21.0289523 3
< 0.1%
ValueCountFrequency (%)
20.14467623 1
 
< 0.1%
20.11393548 6
< 0.1%
19.46934598 1
 
< 0.1%
18.89864135 1
 
< 0.1%
18.64154066 1
 
< 0.1%

strike_offset
Real number (ℝ)

Distinct67908
Distinct (%)53.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.200546574
Minimum-15.83122836
Maximum13.93179053
Zeros0
Zeros (%)0.0%
Negative67657
Negative (%)53.0%
Memory size1.9 MiB
2023-02-07T10:17:45.470691image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-15.83122836
5-th percentile-4.995457748
Q1-1.975079791
median-0.1879692018
Q31.595766122
95-th percentile4.568808161
Maximum13.93179053
Range29.76301888
Interquartile range (IQR)3.570845913

Descriptive statistics

Standard deviation2.915204805
Coefficient of variation (CV)-14.53629821
Kurtosis0.8205970646
Mean-0.200546574
Median Absolute Deviation (MAD)1.785511969
Skewness-0.03375471327
Sum-25607.79204
Variance8.498419054
MonotonicityNot monotonic
2023-02-07T10:17:45.540404image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.02096535456 33
 
< 0.1%
-3.555133917 32
 
< 0.1%
-7.175083475 31
 
< 0.1%
0.211965294 29
 
< 0.1%
-1.942336324 29
 
< 0.1%
0.9777528308 28
 
< 0.1%
-5.79914421 28
 
< 0.1%
-2.496069804 28
 
< 0.1%
-5.563438454 27
 
< 0.1%
1.331673183 25
 
< 0.1%
Other values (67898) 127400
99.8%
ValueCountFrequency (%)
-15.83122836 3
< 0.1%
-14.6000919 1
 
< 0.1%
-14.5580983 1
 
< 0.1%
-14.49954901 1
 
< 0.1%
-14.26301356 1
 
< 0.1%
ValueCountFrequency (%)
13.93179053 2
 
< 0.1%
13.56314259 1
 
< 0.1%
13.25935129 1
 
< 0.1%
13.09572068 3
 
< 0.1%
12.95698225 8
< 0.1%

rake_offset
Real number (ℝ)

Distinct67908
Distinct (%)53.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.110028889
Minimum-29.84332762
Maximum29.36117565
Zeros0
Zeros (%)0.0%
Negative65148
Negative (%)51.0%
Memory size1.9 MiB
2023-02-07T10:17:45.620003image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-29.84332762
5-th percentile-7.850080303
Q1-2.7243435
median-0.09898836454
Q32.492744736
95-th percentile7.521463945
Maximum29.36117565
Range59.20450327
Interquartile range (IQR)5.217088236

Descriptive statistics

Standard deviation4.719352992
Coefficient of variation (CV)-42.89194442
Kurtosis1.849966468
Mean-0.110028889
Median Absolute Deviation (MAD)2.607027305
Skewness0.06294957509
Sum-14049.58884
Variance22.27229266
MonotonicityNot monotonic
2023-02-07T10:17:45.691920image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.123249887 33
 
< 0.1%
-0.04360509932 32
 
< 0.1%
-4.096900132 31
 
< 0.1%
4.267454944 29
 
< 0.1%
-3.340247302 29
 
< 0.1%
-1.079370382 28
 
< 0.1%
-1.69053704 28
 
< 0.1%
-4.746884734 28
 
< 0.1%
-11.19322671 27
 
< 0.1%
0.2876555215 25
 
< 0.1%
Other values (67898) 127400
99.8%
ValueCountFrequency (%)
-29.84332762 2
< 0.1%
-26.18605157 2
< 0.1%
-25.23817042 2
< 0.1%
-25.07871393 1
< 0.1%
-24.18056912 1
< 0.1%
ValueCountFrequency (%)
29.36117565 3
< 0.1%
28.30883623 2
 
< 0.1%
26.23126762 6
< 0.1%
26.00950442 1
 
< 0.1%
25.68653549 2
 
< 0.1%

fault_idx
Real number (ℝ)

CONSTANT  ZEROS 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0
Minimum0
Maximum0
Zeros127690
Zeros (%)100.0%
Negative0
Negative (%)0.0%
Memory size1.9 MiB
2023-02-07T10:17:45.752916image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum0
Range0
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0
Coefficient of variation (CV)nan
Kurtosis0
Mean0
Median Absolute Deviation (MAD)0
Skewness0
Sum0
Variance0
MonotonicityIncreasing
2023-02-07T10:17:45.798265image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=1)
ValueCountFrequency (%)
0 127690
100.0%
ValueCountFrequency (%)
0 127690
100.0%
ValueCountFrequency (%)
0 127690
100.0%