Dataset statistics
Number of variables | 10 |
---|---|
Number of observations | 104970 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Total size in memory | 8.8 MiB |
Average record size in memory | 88.0 B |
Variable types
Numeric | 10 |
---|
fault_idx has constant value "1.0" | Constant |
Reproduction
Analysis started | 2023-03-05 01:24:21.074967 |
---|---|
Analysis finished | 2023-03-05 01:24:21.220347 |
Duration | 0.15 seconds |
Software version | pandas-profiling vv3.6.2 |
Download configuration | config.json |
latitude
Real number (ℝ)
Distinct | 23844 |
---|---|
Distinct (%) | 22.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -6.625510105 |
Minimum | -7.464482406 |
---|---|
Maximum | -5.695694645 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 104970 |
Negative (%) | 100.0% |
Memory size | 1.6 MiB |
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 |
Range | 1.768787761 |
Interquartile range (IQR) | 0.3155052064 |
Descriptive statistics
Standard deviation | 0.250133664 |
---|---|
Coefficient of variation (CV) | -0.03775311788 |
Kurtosis | 0.3097716213 |
Mean | -6.625510105 |
Median Absolute Deviation (MAD) | 0.1502087963 |
Skewness | 0.5553792763 |
Sum | -695479.7957 |
Variance | 0.06256684986 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-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 |
Value | Count | Frequency (%) |
-7.464482406 | 1 | < 0.1% |
-7.45790317 | 3 | |
-7.454768862 | 4 | |
-7.435743577 | 2 | |
-7.432386154 | 4 |
Value | Count | Frequency (%) |
-5.695694645 | 2 | < 0.1% |
-5.706998126 | 9 | |
-5.745466335 | 15 | |
-5.748826375 | 11 | |
-5.749976307 | 9 |
longitude
Real number (ℝ)
Distinct | 23844 |
---|---|
Distinct (%) | 22.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 119.9346662 |
Minimum | 119.4406239 |
---|---|
Maximum | 120.4031058 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.6 MiB |
Quantile statistics
Minimum | 119.4406239 |
---|---|
5-th percentile | 119.6995493 |
Q1 | 119.8348724 |
median | 119.9316344 |
Q3 | 120.0305534 |
95-th percentile | 120.1816928 |
Maximum | 120.4031058 |
Range | 0.9624819215 |
Interquartile range (IQR) | 0.1956809555 |
Descriptive statistics
Standard deviation | 0.1455911026 |
---|---|
Coefficient of variation (CV) | 0.001213920105 |
Kurtosis | -0.1065420345 |
Mean | 119.9346662 |
Median Absolute Deviation (MAD) | 0.09790975949 |
Skewness | 0.08122053218 |
Sum | 12589541.91 |
Variance | 0.02119676915 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
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 |
Value | Count | Frequency (%) |
119.4406239 | 3 | < 0.1% |
119.4733851 | 2 | < 0.1% |
119.4754927 | 14 | |
119.4780718 | 2 | < 0.1% |
119.4801843 | 8 |
Value | Count | Frequency (%) |
120.4031058 | 2 | < 0.1% |
120.3999879 | 5 | |
120.3809397 | 1 | < 0.1% |
120.3804388 | 1 | < 0.1% |
120.3587938 | 1 | < 0.1% |
magnitude
Real number (ℝ)
Distinct | 23844 |
---|---|
Distinct (%) | 22.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.590200806 |
Minimum | 8.325298104 |
---|---|
Maximum | 8.999095141 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.6 MiB |
Quantile statistics
Minimum | 8.325298104 |
---|---|
5-th percentile | 8.411227385 |
Q1 | 8.492496647 |
median | 8.578464042 |
Q3 | 8.673905581 |
95-th percentile | 8.812697143 |
Maximum | 8.999095141 |
Range | 0.6737970366 |
Interquartile range (IQR) | 0.1814089334 |
Descriptive statistics
Standard deviation | 0.1236065482 |
---|---|
Coefficient of variation (CV) | 0.01438925014 |
Kurtosis | -0.3411260611 |
Mean | 8.590200806 |
Median Absolute Deviation (MAD) | 0.09045550171 |
Skewness | 0.4545235123 |
Sum | 901713.3786 |
Variance | 0.01527857875 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
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 |
Value | Count | Frequency (%) |
8.325298104 | 5 | < 0.1% |
8.326069411 | 102 | |
8.329767262 | 2 | < 0.1% |
8.329773772 | 6 | < 0.1% |
8.334637703 | 2 | < 0.1% |
Value | Count | Frequency (%) |
8.999095141 | 14 | |
8.997690779 | 3 | < 0.1% |
8.995948474 | 16 | |
8.994830422 | 6 | < 0.1% |
8.991567311 | 4 | < 0.1% |
delta_logl
Real number (ℝ)
Distinct | 23844 |
---|---|
Distinct (%) | 22.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -0.2311099077 |
Minimum | -0.6638337022 |
---|---|
Maximum | 0.0394253559 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 104366 |
Negative (%) | 99.4% |
Memory size | 1.6 MiB |
Quantile statistics
Minimum | -0.6638337022 |
---|---|
5-th percentile | -0.4135473603 |
Q1 | -0.3015296258 |
median | -0.224615497 |
Q3 | -0.1548953206 |
95-th percentile | -0.06751737576 |
Maximum | 0.0394253559 |
Range | 0.7032590581 |
Interquartile range (IQR) | 0.1466343052 |
Descriptive statistics
Standard deviation | 0.1064830385 |
---|---|
Coefficient of variation (CV) | -0.4607463157 |
Kurtosis | 0.05132602005 |
Mean | -0.2311099077 |
Median Absolute Deviation (MAD) | 0.07322197906 |
Skewness | -0.3525835361 |
Sum | -24259.60701 |
Variance | 0.01133863748 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-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 |
Value | Count | Frequency (%) |
-0.6638337022 | 2 | < 0.1% |
-0.6609612528 | 13 | |
-0.6557650336 | 1 | < 0.1% |
-0.6534467785 | 1 | < 0.1% |
-0.6493831625 | 4 | < 0.1% |
Value | Count | Frequency (%) |
0.0394253559 | 6 | < 0.1% |
0.02953308725 | 61 | |
0.02429658608 | 33 | |
0.01895606156 | 11 | < 0.1% |
0.01794345251 | 25 |
delta_logw
Real number (ℝ)
Distinct | 23844 |
---|---|
Distinct (%) | 22.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -0.2096383261 |
Minimum | -0.7087244958 |
---|---|
Maximum | 0.04411382906 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 103875 |
Negative (%) | 99.0% |
Memory size | 1.6 MiB |
Quantile statistics
Minimum | -0.7087244958 |
---|---|
5-th percentile | -0.4060335637 |
Q1 | -0.2833148204 |
median | -0.2019926947 |
Q3 | -0.1256232268 |
95-th percentile | -0.04208345974 |
Maximum | 0.04411382906 |
Range | 0.7528383249 |
Interquartile range (IQR) | 0.1576915936 |
Descriptive statistics
Standard deviation | 0.1135653223 |
---|---|
Coefficient of variation (CV) | -0.5417202304 |
Kurtosis | 0.3418491368 |
Mean | -0.2096383261 |
Median Absolute Deviation (MAD) | 0.07868743378 |
Skewness | -0.5406354633 |
Sum | -22005.73509 |
Variance | 0.01289708243 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
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 |
Value | Count | Frequency (%) |
-0.7087244958 | 2 | < 0.1% |
-0.7067233507 | 4 | < 0.1% |
-0.7027332055 | 13 | |
-0.6871927335 | 1 | < 0.1% |
-0.6751968521 | 1 | < 0.1% |
Value | Count | Frequency (%) |
0.04411382906 | 27 | |
0.03735767223 | 9 | < 0.1% |
0.03459567044 | 6 | < 0.1% |
0.03214233005 | 30 | |
0.03021443059 | 5 | < 0.1% |
depth_offset
Real number (ℝ)
Distinct | 23844 |
---|---|
Distinct (%) | 22.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -1.522111535 |
Minimum | -18.29232236 |
---|---|
Maximum | 11.80878068 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 65326 |
Negative (%) | 62.2% |
Memory size | 1.6 MiB |
Quantile statistics
Minimum | -18.29232236 |
---|---|
5-th percentile | -9.252017397 |
Q1 | -4.464967762 |
median | -1.441920967 |
Q3 | 1.648328336 |
95-th percentile | 5.619433561 |
Maximum | 11.80878068 |
Range | 30.10110304 |
Interquartile range (IQR) | 6.113296098 |
Descriptive statistics
Standard deviation | 4.496827492 |
---|---|
Coefficient of variation (CV) | -2.954335073 |
Kurtosis | -0.1005060647 |
Mean | -1.522111535 |
Median Absolute Deviation (MAD) | 3.05522538 |
Skewness | -0.1708867422 |
Sum | -159776.0478 |
Variance | 20.22145749 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-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 |
Value | Count | Frequency (%) |
-18.29232236 | 1 | < 0.1% |
-18.01287761 | 6 | |
-17.85262544 | 4 | |
-17.66295933 | 3 | |
-17.64610581 | 7 |
Value | Count | Frequency (%) |
11.80878068 | 1 | < 0.1% |
11.46085306 | 8 | |
11.2360026 | 1 | < 0.1% |
11.1346363 | 2 | < 0.1% |
10.94975959 | 8 |
dip_offset
Real number (ℝ)
Distinct | 23844 |
---|---|
Distinct (%) | 22.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -0.1422815691 |
Minimum | -14.29563966 |
---|---|
Maximum | 13.72478134 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 53993 |
Negative (%) | 51.4% |
Memory size | 1.6 MiB |
Quantile statistics
Minimum | -14.29563966 |
---|---|
5-th percentile | -5.815521242 |
Q1 | -2.438339891 |
median | -0.1233068394 |
Q3 | 2.157569392 |
95-th percentile | 5.505374038 |
Maximum | 13.72478134 |
Range | 28.02042101 |
Interquartile range (IQR) | 4.595909283 |
Descriptive statistics
Standard deviation | 3.446640501 |
---|---|
Coefficient of variation (CV) | -24.22408273 |
Kurtosis | 0.01623173771 |
Mean | -0.1422815691 |
Median Absolute Deviation (MAD) | 2.295083274 |
Skewness | -0.01525200439 |
Sum | -14935.29631 |
Variance | 11.87933074 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-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 |
Value | Count | Frequency (%) |
-14.29563966 | 18 | |
-13.55503961 | 5 | < 0.1% |
-13.38557429 | 9 | |
-13.26737001 | 1 | < 0.1% |
-13.17085178 | 10 |
Value | Count | Frequency (%) |
13.72478134 | 2 | |
12.78125349 | 1 | |
12.65836578 | 1 | |
12.59023043 | 1 | |
12.533655 | 2 |
strike_offset
Real number (ℝ)
Distinct | 23844 |
---|---|
Distinct (%) | 22.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -0.06686201847 |
Minimum | -17.78216674 |
---|---|
Maximum | 18.90127263 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 53169 |
Negative (%) | 50.7% |
Memory size | 1.6 MiB |
Quantile statistics
Minimum | -17.78216674 |
---|---|
5-th percentile | -8.148553004 |
Q1 | -3.365071876 |
median | -0.0642914823 |
Q3 | 3.203359745 |
95-th percentile | 7.964313707 |
Maximum | 18.90127263 |
Range | 36.68343937 |
Interquartile range (IQR) | 6.568431621 |
Descriptive statistics
Standard deviation | 4.877434464 |
---|---|
Coefficient of variation (CV) | -72.94775981 |
Kurtosis | -0.02053760122 |
Mean | -0.06686201847 |
Median Absolute Deviation (MAD) | 3.284031312 |
Skewness | 0.00307088066 |
Sum | -7018.506079 |
Variance | 23.78936695 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-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 |
Value | Count | Frequency (%) |
-17.78216674 | 4 | |
-17.27910175 | 4 | |
-17.16997278 | 2 | < 0.1% |
-16.60821115 | 5 | |
-16.43249596 | 1 | < 0.1% |
Value | Count | Frequency (%) |
18.90127263 | 6 | |
18.1949527 | 9 | |
17.67086026 | 3 | < 0.1% |
17.09442481 | 4 | |
17.03336753 | 1 | < 0.1% |
rake_offset
Real number (ℝ)
Distinct | 23844 |
---|---|
Distinct (%) | 22.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -0.137840795 |
Minimum | -21.72135506 |
---|---|
Maximum | 19.65670514 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 53623 |
Negative (%) | 51.1% |
Memory size | 1.6 MiB |
Quantile statistics
Minimum | -21.72135506 |
---|---|
5-th percentile | -9.141576099 |
Q1 | -3.820754473 |
median | -0.1355994789 |
Q3 | 3.58779617 |
95-th percentile | 8.919359792 |
Maximum | 19.65670514 |
Range | 41.3780602 |
Interquartile range (IQR) | 7.408550643 |
Descriptive statistics
Standard deviation | 5.485287703 |
---|---|
Coefficient of variation (CV) | -39.79437076 |
Kurtosis | -0.06169287879 |
Mean | -0.137840795 |
Median Absolute Deviation (MAD) | 3.702315301 |
Skewness | -0.009962447166 |
Sum | -14469.14825 |
Variance | 30.08838119 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
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 |
Value | Count | Frequency (%) |
-21.72135506 | 5 | |
-21.39920878 | 3 | |
-20.152331 | 6 | |
-19.74001726 | 2 | < 0.1% |
-19.19561397 | 4 |
Value | Count | Frequency (%) |
19.65670514 | 1 | |
19.37382274 | 1 | |
18.5676473 | 1 | |
18.55534762 | 1 | |
18.24187565 | 1 |
fault_idx
Real number (ℝ)
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1 |
Minimum | 1 |
---|---|
Maximum | 1 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.6 MiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 1 |
median | 1 |
Q3 | 1 |
95-th percentile | 1 |
Maximum | 1 |
Range | 0 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 0 |
---|---|
Coefficient of variation (CV) | 0 |
Kurtosis | 0 |
Mean | 1 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 0 |
Sum | 104970 |
Variance | 0 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
1 | 104970 |
Value | Count | Frequency (%) |
1 | 104970 |
Value | Count | Frequency (%) |
1 | 104970 |