Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 1059 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 165.6 KiB |
| Average record size in memory | 160.1 B |
Variable types
| NUM | 20 |
|---|
Reproduction
| Analysis started | 2020-08-24 23:58:20.318631 |
|---|---|
| Analysis finished | 2020-08-24 23:59:18.655093 |
| Duration | 58.34 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
V27 is highly correlated with V54 and 1 other fields | High correlation |
V54 is highly correlated with V27 and 1 other fields | High correlation |
V19 is highly correlated with V54 and 1 other fields | High correlation |
V114 is highly correlated with V106 | High correlation |
V106 is highly correlated with V114 | High correlation |
V77 is highly correlated with V86 | High correlation |
V86 is highly correlated with V77 | High correlation |
V11 has unique values | Unique |
V12 has unique values | Unique |
V41 has unique values | Unique |
V63 has unique values | Unique |
V45
Real number (ℝ)
| Distinct count | 1058 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0034789810280146946 |
|---|---|
| Minimum | -2.5113799571990967 |
| Maximum | 5.179880142211914 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -2.511379957 |
|---|---|
| 5-th percentile | -1.303158176 |
| Q1 | -0.604341507 |
| median | -0.1717039943 |
| Q3 | 0.3996820003 |
| 95-th percentile | 2.027093935 |
| Maximum | 5.179880142 |
| Range | 7.691260099 |
| Interquartile range (IQR) | 1.004023507 |
Descriptive statistics
| Standard deviation | 1.010523011 |
|---|---|
| Coefficient of variation (CV) | 290.4652262 |
| Kurtosis | 3.158654604 |
| Mean | 0.003478981028 |
| Median Absolute Deviation (MAD) | 0.5005899966 |
| Skewness | 1.352836806 |
| Sum | 3.684240909 |
| Variance | 1.021156756 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.05273700133 | 2 | 0.2% | |
| -1.050780058 | 1 | 0.1% | |
| 1.261180043 | 1 | 0.1% | |
| 0.1325690001 | 1 | 0.1% | |
| -0.0314120017 | 1 | 0.1% | |
| -0.7076709867 | 1 | 0.1% | |
| -0.09232500196 | 1 | 0.1% | |
| 0.01111499965 | 1 | 0.1% | |
| -0.2921710014 | 1 | 0.1% | |
| 0.5787810087 | 1 | 0.1% | |
| -0.2981370091 | 1 | 0.1% | |
| -0.4500460029 | 1 | 0.1% | |
| -0.7871779799 | 1 | 0.1% | |
| -0.1710540056 | 1 | 0.1% | |
| -1.704427958 | 1 | 0.1% | |
| 0.01654700004 | 1 | 0.1% | |
| 0.1285759956 | 1 | 0.1% | |
| -0.4166769981 | 1 | 0.1% | |
| -0.2796120048 | 1 | 0.1% | |
| -1.115846992 | 1 | 0.1% | |
| -1.095002055 | 1 | 0.1% | |
| -0.00992800016 | 1 | 0.1% | |
| -0.9407820106 | 1 | 0.1% | |
| -0.4014140069 | 1 | 0.1% | |
| -0.306968987 | 1 | 0.1% | |
| Other values (1033) | 1033 | 97.5% |
| Value | Count | Frequency (%) | |
| -2.511379957 | 1 | 0.1% | |
| -2.081393957 | 1 | 0.1% | |
| -2.076484919 | 1 | 0.1% | |
| -1.983317018 | 1 | 0.1% | |
| -1.970491052 | 1 | 0.1% | |
| -1.937551022 | 1 | 0.1% | |
| -1.900676012 | 1 | 0.1% | |
| -1.897634983 | 1 | 0.1% | |
| -1.772397995 | 1 | 0.1% | |
| -1.770877004 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 5.179880142 | 1 | 0.1% | |
| 4.84110117 | 1 | 0.1% | |
| 4.746273041 | 1 | 0.1% | |
| 4.732657909 | 1 | 0.1% | |
| 3.987513065 | 1 | 0.1% | |
| 3.881716967 | 1 | 0.1% | |
| 3.855602026 | 1 | 0.1% | |
| 3.770106077 | 1 | 0.1% | |
| 3.675777912 | 1 | 0.1% | |
| 3.567440033 | 1 | 0.1% |
V5
Real number (ℝ)
| Distinct count | 1058 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.025363653081243224 |
|---|---|
| Minimum | -3.3863890171051025 |
| Maximum | 2.2802300453186035 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -3.386389017 |
|---|---|
| 5-th percentile | -1.884827089 |
| Q1 | -0.5996769965 |
| median | 0.1573960036 |
| Q3 | 0.7358705103 |
| 95-th percentile | 1.469519842 |
| Maximum | 2.280230045 |
| Range | 5.666619062 |
| Interquartile range (IQR) | 1.335547507 |
Descriptive statistics
| Standard deviation | 0.9993633017 |
|---|---|
| Coefficient of variation (CV) | 39.40139453 |
| Kurtosis | 0.1426196983 |
| Mean | 0.02536365308 |
| Median Absolute Deviation (MAD) | 0.6386630088 |
| Skewness | -0.6116487792 |
| Sum | 26.86010861 |
| Variance | 0.9987270088 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.01139300037 | 2 | 0.2% | |
| 0.2319329977 | 1 | 0.1% | |
| 1.270774007 | 1 | 0.1% | |
| -0.2218409926 | 1 | 0.1% | |
| 0.2483740002 | 1 | 0.1% | |
| 1.141911983 | 1 | 0.1% | |
| -1.389055014 | 1 | 0.1% | |
| -2.772085905 | 1 | 0.1% | |
| -0.07242999971 | 1 | 0.1% | |
| -0.04947799817 | 1 | 0.1% | |
| 0.1110050008 | 1 | 0.1% | |
| -0.699804008 | 1 | 0.1% | |
| 0.968272984 | 1 | 0.1% | |
| 0.7467179894 | 1 | 0.1% | |
| 0.02009999938 | 1 | 0.1% | |
| 0.9039670229 | 1 | 0.1% | |
| -1.739519954 | 1 | 0.1% | |
| 1.534404993 | 1 | 0.1% | |
| -2.533716917 | 1 | 0.1% | |
| -0.1282639951 | 1 | 0.1% | |
| -1.509042025 | 1 | 0.1% | |
| 1.73950696 | 1 | 0.1% | |
| 0.110427998 | 1 | 0.1% | |
| 1.469970942 | 1 | 0.1% | |
| -0.2477110028 | 1 | 0.1% | |
| Other values (1033) | 1033 | 97.5% |
| Value | Count | Frequency (%) | |
| -3.386389017 | 1 | 0.1% | |
| -3.326891899 | 1 | 0.1% | |
| -3.047365904 | 1 | 0.1% | |
| -2.962755919 | 1 | 0.1% | |
| -2.856396914 | 1 | 0.1% | |
| -2.85392499 | 1 | 0.1% | |
| -2.772085905 | 1 | 0.1% | |
| -2.748428106 | 1 | 0.1% | |
| -2.727989912 | 1 | 0.1% | |
| -2.717222929 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2.280230045 | 1 | 0.1% | |
| 2.126458883 | 1 | 0.1% | |
| 2.045556068 | 1 | 0.1% | |
| 1.968122005 | 1 | 0.1% | |
| 1.966400027 | 1 | 0.1% | |
| 1.949445963 | 1 | 0.1% | |
| 1.904955029 | 1 | 0.1% | |
| 1.887887955 | 1 | 0.1% | |
| 1.874964952 | 1 | 0.1% | |
| 1.855895042 | 1 | 0.1% |
| Distinct count | 681 |
|---|---|
| Unique (%) | 64.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.010905199575262554 |
|---|---|
| Minimum | -0.8308749794960022 |
| Maximum | 9.76649570465088 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -0.8308749795 |
|---|---|
| 5-th percentile | -0.7907828152 |
| Q1 | -0.6273179948 |
| median | -0.3246900141 |
| Q3 | 0.2263849974 |
| 95-th percentile | 2.090909052 |
| Maximum | 9.766495705 |
| Range | 10.59737068 |
| Interquartile range (IQR) | 0.8537029922 |
Descriptive statistics
| Standard deviation | 1.01758214 |
|---|---|
| Coefficient of variation (CV) | 93.31164764 |
| Kurtosis | 14.75025216 |
| Mean | 0.01090519958 |
| Median Absolute Deviation (MAD) | 0.3560329974 |
| Skewness | 2.972362558 |
| Sum | 11.54860635 |
| Variance | 1.035473412 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.781340003 | 7 | 0.7% | |
| -0.8123000264 | 6 | 0.6% | |
| -0.7132300138 | 5 | 0.5% | |
| -0.5212820172 | 5 | 0.5% | |
| -0.238003999 | 5 | 0.5% | |
| -0.7828879952 | 5 | 0.5% | |
| -0.7983679771 | 5 | 0.5% | |
| -0.7612169981 | 5 | 0.5% | |
| -0.7705039978 | 5 | 0.5% | |
| -0.8153949976 | 5 | 0.5% | |
| -0.3014709949 | 4 | 0.4% | |
| -0.6869140267 | 4 | 0.4% | |
| -0.4531719983 | 4 | 0.4% | |
| -0.4113770127 | 4 | 0.4% | |
| -0.1017829999 | 4 | 0.4% | |
| -0.6280919909 | 4 | 0.4% | |
| -0.3989929855 | 4 | 0.4% | |
| -0.799916029 | 4 | 0.4% | |
| -0.4330480099 | 4 | 0.4% | |
| -0.01045399997 | 4 | 0.4% | |
| -0.6559550166 | 4 | 0.4% | |
| -0.5429540277 | 4 | 0.4% | |
| -0.519734025 | 4 | 0.4% | |
| -0.6141600013 | 4 | 0.4% | |
| -0.7658609748 | 4 | 0.4% | |
| Other values (656) | 946 | 89.3% |
| Value | Count | Frequency (%) | |
| -0.8308749795 | 1 | 0.1% | |
| -0.8262310028 | 1 | 0.1% | |
| -0.8231350183 | 2 | 0.2% | |
| -0.8215870261 | 3 | 0.3% | |
| -0.8200389743 | 1 | 0.1% | |
| -0.8184909821 | 2 | 0.2% | |
| -0.8169429898 | 2 | 0.2% | |
| -0.8153949976 | 5 | 0.5% | |
| -0.8138480186 | 1 | 0.1% | |
| -0.8123000264 | 6 | 0.6% |
| Value | Count | Frequency (%) | |
| 9.766495705 | 1 | 0.1% | |
| 7.70770216 | 1 | 0.1% | |
| 6.0482831 | 1 | 0.1% | |
| 4.955419064 | 1 | 0.1% | |
| 4.780498981 | 1 | 0.1% | |
| 4.639634132 | 1 | 0.1% | |
| 4.633442879 | 1 | 0.1% | |
| 4.34242487 | 1 | 0.1% | |
| 4.116422176 | 1 | 0.1% | |
| 4.051407814 | 1 | 0.1% |
V43
Real number (ℝ)
| Distinct count | 1058 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007005758248040905 |
|---|---|
| Minimum | -2.589081048965454 |
| Maximum | 4.892819881439209 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -2.589081049 |
|---|---|
| 5-th percentile | -1.431166017 |
| Q1 | -0.606038481 |
| median | -0.139091 |
| Q3 | 0.4636314958 |
| 95-th percentile | 1.812300956 |
| Maximum | 4.892819881 |
| Range | 7.48190093 |
| Interquartile range (IQR) | 1.069669977 |
Descriptive statistics
| Standard deviation | 1.007847763 |
|---|---|
| Coefficient of variation (CV) | 143.8599118 |
| Kurtosis | 2.506259071 |
| Mean | 0.007005758248 |
| Median Absolute Deviation (MAD) | 0.523522988 |
| Skewness | 1.000359047 |
| Sum | 7.419097985 |
| Variance | 1.015757114 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.2911739945 | 2 | 0.2% | |
| -1.652343035 | 1 | 0.1% | |
| 0.03946999833 | 1 | 0.1% | |
| -0.1793709993 | 1 | 0.1% | |
| -0.6627939939 | 1 | 0.1% | |
| -0.6959930062 | 1 | 0.1% | |
| 0.5422019958 | 1 | 0.1% | |
| -0.6491159797 | 1 | 0.1% | |
| 0.03903200105 | 1 | 0.1% | |
| -0.4166539907 | 1 | 0.1% | |
| -0.09920500219 | 1 | 0.1% | |
| -2.443078041 | 1 | 0.1% | |
| -1.09118104 | 1 | 0.1% | |
| 0.1451929957 | 1 | 0.1% | |
| 0.3279350102 | 1 | 0.1% | |
| 0.9186319709 | 1 | 0.1% | |
| -1.511430979 | 1 | 0.1% | |
| 0.2076919973 | 1 | 0.1% | |
| -0.533469975 | 1 | 0.1% | |
| -0.6139389873 | 1 | 0.1% | |
| -0.5988569856 | 1 | 0.1% | |
| 0.6393269897 | 1 | 0.1% | |
| 0.518230021 | 1 | 0.1% | |
| 1.974938989 | 1 | 0.1% | |
| 1.368484974 | 1 | 0.1% | |
| Other values (1033) | 1033 | 97.5% |
| Value | Count | Frequency (%) | |
| -2.589081049 | 1 | 0.1% | |
| -2.544800043 | 1 | 0.1% | |
| -2.472568989 | 1 | 0.1% | |
| -2.443078041 | 1 | 0.1% | |
| -2.355325937 | 1 | 0.1% | |
| -2.344099045 | 1 | 0.1% | |
| -2.294794083 | 1 | 0.1% | |
| -2.159367085 | 1 | 0.1% | |
| -2.157366991 | 1 | 0.1% | |
| -2.114356041 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 4.892819881 | 1 | 0.1% | |
| 4.689994812 | 1 | 0.1% | |
| 4.589025974 | 1 | 0.1% | |
| 4.267261028 | 1 | 0.1% | |
| 4.093464851 | 1 | 0.1% | |
| 4.063389778 | 1 | 0.1% | |
| 3.591126919 | 1 | 0.1% | |
| 3.433346033 | 1 | 0.1% | |
| 3.398336887 | 1 | 0.1% | |
| 3.325139046 | 1 | 0.1% |
| Distinct count | 1059 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.009739462412982595 |
|---|---|
| Minimum | -5.6895928382873535 |
| Maximum | 5.912188053131104 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -5.689592838 |
|---|---|
| 5-th percentile | -1.655115068 |
| Q1 | -0.5348394811 |
| median | 0.05620700121 |
| Q3 | 0.5799339712 |
| 95-th percentile | 1.382916164 |
| Maximum | 5.912188053 |
| Range | 11.60178089 |
| Interquartile range (IQR) | 1.114773452 |
Descriptive statistics
| Standard deviation | 1.021861272 |
|---|---|
| Coefficient of variation (CV) | -104.9196792 |
| Kurtosis | 5.110004594 |
| Mean | -0.009739462413 |
| Median Absolute Deviation (MAD) | 0.5449030101 |
| Skewness | -0.2235348409 |
| Sum | -10.3140907 |
| Variance | 1.04420046 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.7382799983 | 1 | 0.1% | |
| 1.14183104 | 1 | 0.1% | |
| -1.895797968 | 1 | 0.1% | |
| -0.2711209953 | 1 | 0.1% | |
| -0.6451479793 | 1 | 0.1% | |
| -0.328433007 | 1 | 0.1% | |
| 0.4984320104 | 1 | 0.1% | |
| 0.7037389874 | 1 | 0.1% | |
| 0.01288800035 | 1 | 0.1% | |
| -0.5357679725 | 1 | 0.1% | |
| -0.2047419995 | 1 | 0.1% | |
| -1.684473991 | 1 | 0.1% | |
| 0.3840929866 | 1 | 0.1% | |
| 0.0630640015 | 1 | 0.1% | |
| -1.743397951 | 1 | 0.1% | |
| 0.2481980026 | 1 | 0.1% | |
| 0.521476984 | 1 | 0.1% | |
| 0.04910099879 | 1 | 0.1% | |
| 0.2242709994 | 1 | 0.1% | |
| -1.786352992 | 1 | 0.1% | |
| -0.4494250119 | 1 | 0.1% | |
| 0.8892660141 | 1 | 0.1% | |
| 1.56912601 | 1 | 0.1% | |
| -0.04862099886 | 1 | 0.1% | |
| 0.3372620046 | 1 | 0.1% | |
| Other values (1034) | 1034 | 97.6% |
| Value | Count | Frequency (%) | |
| -5.689592838 | 1 | 0.1% | |
| -5.154426098 | 1 | 0.1% | |
| -4.986618996 | 1 | 0.1% | |
| -4.721209049 | 1 | 0.1% | |
| -4.166832924 | 1 | 0.1% | |
| -3.545084 | 1 | 0.1% | |
| -3.418700933 | 1 | 0.1% | |
| -3.219417095 | 1 | 0.1% | |
| -3.163759947 | 1 | 0.1% | |
| -3.088083982 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 5.912188053 | 1 | 0.1% | |
| 5.874960899 | 1 | 0.1% | |
| 4.897839069 | 1 | 0.1% | |
| 4.372835159 | 1 | 0.1% | |
| 3.451889038 | 1 | 0.1% | |
| 3.330768108 | 1 | 0.1% | |
| 2.608910084 | 1 | 0.1% | |
| 2.456115007 | 1 | 0.1% | |
| 2.243189096 | 1 | 0.1% | |
| 2.185832977 | 1 | 0.1% |
| Distinct count | 680 |
|---|---|
| Unique (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01565590216163713 |
|---|---|
| Minimum | -0.7507569789886475 |
| Maximum | 8.999587059020996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -0.750756979 |
|---|---|
| 5-th percentile | -0.7072460055 |
| Q1 | -0.565158993 |
| median | -0.3414900005 |
| Q3 | 0.1609160006 |
| 95-th percentile | 1.993235946 |
| Maximum | 8.999587059 |
| Range | 9.750344038 |
| Interquartile range (IQR) | 0.7260749936 |
Descriptive statistics
| Standard deviation | 1.021475594 |
|---|---|
| Coefficient of variation (CV) | 65.24539969 |
| Kurtosis | 17.01048747 |
| Mean | 0.01565590216 |
| Median Absolute Deviation (MAD) | 0.2882549986 |
| Skewness | 3.414825004 |
| Sum | 16.57960039 |
| Variance | 1.043412389 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.6773329973 | 6 | 0.6% | |
| -0.6351829767 | 6 | 0.6% | |
| -0.6623769999 | 6 | 0.6% | |
| -0.7086060047 | 6 | 0.6% | |
| -0.6610170007 | 6 | 0.6% | |
| -0.5277670026 | 5 | 0.5% | |
| -0.5372849703 | 5 | 0.5% | |
| -0.6120679975 | 5 | 0.5% | |
| -0.6596570015 | 5 | 0.5% | |
| -0.5671979785 | 5 | 0.5% | |
| -0.6664559841 | 5 | 0.5% | |
| -0.4788179994 | 4 | 0.4% | |
| -0.5168899894 | 4 | 0.4% | |
| -0.4992139935 | 4 | 0.4% | |
| -0.5291270018 | 4 | 0.4% | |
| -0.6365429759 | 4 | 0.4% | |
| -0.7113260031 | 4 | 0.4% | |
| -0.7072460055 | 4 | 0.4% | |
| -0.7276419997 | 4 | 0.4% | |
| -0.7358000278 | 4 | 0.4% | |
| -0.6882110238 | 4 | 0.4% | |
| -0.3741219938 | 4 | 0.4% | |
| -0.2599079907 | 4 | 0.4% | |
| -0.7262820005 | 4 | 0.4% | |
| -0.4638620019 | 4 | 0.4% | |
| Other values (655) | 943 | 89.0% |
| Value | Count | Frequency (%) | |
| -0.750756979 | 1 | 0.1% | |
| -0.7398790121 | 1 | 0.1% | |
| -0.7385190129 | 2 | 0.2% | |
| -0.7358000278 | 4 | 0.4% | |
| -0.7344400287 | 1 | 0.1% | |
| -0.7330809832 | 1 | 0.1% | |
| -0.731720984 | 1 | 0.1% | |
| -0.7290009856 | 2 | 0.2% | |
| -0.7276419997 | 4 | 0.4% | |
| -0.7262820005 | 4 | 0.4% |
| Value | Count | Frequency (%) | |
| 8.999587059 | 1 | 0.1% | |
| 8.194649696 | 1 | 0.1% | |
| 7.348921776 | 1 | 0.1% | |
| 5.846464157 | 1 | 0.1% | |
| 5.739048004 | 1 | 0.1% | |
| 5.482067108 | 1 | 0.1% | |
| 4.794063091 | 1 | 0.1% | |
| 4.659453869 | 1 | 0.1% | |
| 4.626821041 | 1 | 0.1% | |
| 4.586030006 | 1 | 0.1% |
V73
Real number (ℝ)
| Distinct count | 1058 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.029523265911257413 |
|---|---|
| Minimum | -1.3112000226974487 |
| Maximum | 5.0807318687438965 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -1.311200023 |
|---|---|
| 5-th percentile | -0.9841762841 |
| Q1 | -0.6242035031 |
| median | -0.2636229992 |
| Q3 | 0.3160720021 |
| 95-th percentile | 2.176464915 |
| Maximum | 5.080731869 |
| Range | 6.391931891 |
| Interquartile range (IQR) | 0.9402755052 |
Descriptive statistics
| Standard deviation | 1.014314457 |
|---|---|
| Coefficient of variation (CV) | 34.35644484 |
| Kurtosis | 4.939229598 |
| Mean | 0.02952326591 |
| Median Absolute Deviation (MAD) | 0.4345750213 |
| Skewness | 2.012679848 |
| Sum | 31.2651386 |
| Variance | 1.028833817 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.2083179951 | 2 | 0.2% | |
| 0.6230739951 | 1 | 0.1% | |
| -0.5358219743 | 1 | 0.1% | |
| -0.2982600033 | 1 | 0.1% | |
| -0.5553460121 | 1 | 0.1% | |
| -0.5519809723 | 1 | 0.1% | |
| 5.005311966 | 1 | 0.1% | |
| -1.014013052 | 1 | 0.1% | |
| 0.8073080182 | 1 | 0.1% | |
| -0.3675140142 | 1 | 0.1% | |
| -0.5398939848 | 1 | 0.1% | |
| 0.1541900039 | 1 | 0.1% | |
| 0.7233269811 | 1 | 0.1% | |
| -0.9016720057 | 1 | 0.1% | |
| 4.364780903 | 1 | 0.1% | |
| -0.3976500034 | 1 | 0.1% | |
| -0.1261399984 | 1 | 0.1% | |
| 0.2503249943 | 1 | 0.1% | |
| 2.799616098 | 1 | 0.1% | |
| -0.7311180234 | 1 | 0.1% | |
| -0.0289479997 | 1 | 0.1% | |
| -0.4270789921 | 1 | 0.1% | |
| -0.1905899942 | 1 | 0.1% | |
| -0.6607080102 | 1 | 0.1% | |
| 1.869150043 | 1 | 0.1% | |
| Other values (1033) | 1033 | 97.5% |
| Value | Count | Frequency (%) | |
| -1.311200023 | 1 | 0.1% | |
| -1.282417059 | 1 | 0.1% | |
| -1.267434001 | 1 | 0.1% | |
| -1.265998006 | 1 | 0.1% | |
| -1.256214976 | 1 | 0.1% | |
| -1.222180963 | 1 | 0.1% | |
| -1.135388017 | 1 | 0.1% | |
| -1.133044004 | 1 | 0.1% | |
| -1.130449057 | 1 | 0.1% | |
| -1.124034047 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 5.080731869 | 1 | 0.1% | |
| 5.005311966 | 1 | 0.1% | |
| 4.975736141 | 1 | 0.1% | |
| 4.756514072 | 1 | 0.1% | |
| 4.618542194 | 1 | 0.1% | |
| 4.443428993 | 1 | 0.1% | |
| 4.364780903 | 1 | 0.1% | |
| 4.208959103 | 1 | 0.1% | |
| 4.165892124 | 1 | 0.1% | |
| 4.124122143 | 1 | 0.1% |
V95
Real number (ℝ)
| Distinct count | 1055 |
|---|---|
| Unique (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.018174391598581415 |
|---|---|
| Minimum | -1.4669439792633057 |
| Maximum | 5.030543804168701 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -1.466943979 |
|---|---|
| 5-th percentile | -1.074967754 |
| Q1 | -0.7116774917 |
| median | -0.2486550063 |
| Q3 | 0.4668245018 |
| 95-th percentile | 2.145988965 |
| Maximum | 5.030543804 |
| Range | 6.497487783 |
| Interquartile range (IQR) | 1.178501993 |
Descriptive statistics
| Standard deviation | 1.006144714 |
|---|---|
| Coefficient of variation (CV) | 55.36057197 |
| Kurtosis | 2.034164151 |
| Mean | 0.0181743916 |
| Median Absolute Deviation (MAD) | 0.5150829703 |
| Skewness | 1.38182981 |
| Sum | 19.2466807 |
| Variance | 1.012327186 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.02681699954 | 2 | 0.2% | |
| -0.4657469988 | 2 | 0.2% | |
| -0.9991850257 | 2 | 0.2% | |
| -0.8442220092 | 2 | 0.2% | |
| -0.7382799983 | 1 | 0.1% | |
| -0.1759459972 | 1 | 0.1% | |
| -0.208930999 | 1 | 0.1% | |
| -1.071635962 | 1 | 0.1% | |
| 0.5280060172 | 1 | 0.1% | |
| -1.455639005 | 1 | 0.1% | |
| 0.615891993 | 1 | 0.1% | |
| -0.7037940025 | 1 | 0.1% | |
| 0.02437400073 | 1 | 0.1% | |
| -1.212280989 | 1 | 0.1% | |
| -0.119957 | 1 | 0.1% | |
| -0.2198950052 | 1 | 0.1% | |
| 0.5416920185 | 1 | 0.1% | |
| -0.1905129999 | 1 | 0.1% | |
| 0.337240994 | 1 | 0.1% | |
| -0.2571760118 | 1 | 0.1% | |
| -0.2277009934 | 1 | 0.1% | |
| 1.852671027 | 1 | 0.1% | |
| 1.857527018 | 1 | 0.1% | |
| -0.2399069965 | 1 | 0.1% | |
| -1.001286983 | 1 | 0.1% | |
| Other values (1030) | 1030 | 97.3% |
| Value | Count | Frequency (%) | |
| -1.466943979 | 1 | 0.1% | |
| -1.46579504 | 1 | 0.1% | |
| -1.455639005 | 1 | 0.1% | |
| -1.416908026 | 1 | 0.1% | |
| -1.415882945 | 1 | 0.1% | |
| -1.407703996 | 1 | 0.1% | |
| -1.342905045 | 1 | 0.1% | |
| -1.32593596 | 1 | 0.1% | |
| -1.307031989 | 1 | 0.1% | |
| -1.307000995 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 5.030543804 | 1 | 0.1% | |
| 4.475737095 | 1 | 0.1% | |
| 4.288337231 | 1 | 0.1% | |
| 4.014345169 | 1 | 0.1% | |
| 3.664994001 | 1 | 0.1% | |
| 3.526988983 | 1 | 0.1% | |
| 3.461091995 | 1 | 0.1% | |
| 3.351433039 | 1 | 0.1% | |
| 3.334299088 | 1 | 0.1% | |
| 3.21656394 | 1 | 0.1% |
V37
Real number (ℝ)
| Distinct count | 1057 |
|---|---|
| Unique (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.013942580479005926 |
|---|---|
| Minimum | -3.0928781032562256 |
| Maximum | 4.691177845001222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -3.092878103 |
|---|---|
| 5-th percentile | -1.266635537 |
| Q1 | -0.6467019916 |
| median | -0.1996510029 |
| Q3 | 0.4419170022 |
| 95-th percentile | 1.881997168 |
| Maximum | 4.691177845 |
| Range | 7.784055948 |
| Interquartile range (IQR) | 1.088618994 |
Descriptive statistics
| Standard deviation | 0.9978365684 |
|---|---|
| Coefficient of variation (CV) | -71.56756742 |
| Kurtosis | 1.685105455 |
| Mean | -0.01394258048 |
| Median Absolute Deviation (MAD) | 0.5125219822 |
| Skewness | 0.9075303842 |
| Sum | -14.76519273 |
| Variance | 0.9956778173 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3436479867 | 2 | 0.2% | |
| 0.6160709858 | 2 | 0.2% | |
| 0.4501950145 | 1 | 0.1% | |
| -0.06624499708 | 1 | 0.1% | |
| 2.590790033 | 1 | 0.1% | |
| -0.08187299967 | 1 | 0.1% | |
| 0.9583010077 | 1 | 0.1% | |
| 0.9114279747 | 1 | 0.1% | |
| 0.4612770081 | 1 | 0.1% | |
| -0.4778780043 | 1 | 0.1% | |
| 0.8971560001 | 1 | 0.1% | |
| -0.8600460291 | 1 | 0.1% | |
| -0.7267429829 | 1 | 0.1% | |
| -0.8131660223 | 1 | 0.1% | |
| 0.0273839999 | 1 | 0.1% | |
| 0.2757230103 | 1 | 0.1% | |
| -1.362331033 | 1 | 0.1% | |
| -0.2424820065 | 1 | 0.1% | |
| 1.151054025 | 1 | 0.1% | |
| 0.5143309832 | 1 | 0.1% | |
| -1.286470056 | 1 | 0.1% | |
| -2.596358061 | 1 | 0.1% | |
| -0.424962014 | 1 | 0.1% | |
| -0.010671 | 1 | 0.1% | |
| -0.1926739961 | 1 | 0.1% | |
| Other values (1032) | 1032 | 97.5% |
| Value | Count | Frequency (%) | |
| -3.092878103 | 1 | 0.1% | |
| -2.796399117 | 1 | 0.1% | |
| -2.77500391 | 1 | 0.1% | |
| -2.684484005 | 1 | 0.1% | |
| -2.596358061 | 1 | 0.1% | |
| -2.585650921 | 1 | 0.1% | |
| -2.549222946 | 1 | 0.1% | |
| -2.390974045 | 1 | 0.1% | |
| -2.226262093 | 1 | 0.1% | |
| -2.137396097 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 4.691177845 | 1 | 0.1% | |
| 4.352297783 | 1 | 0.1% | |
| 3.697869062 | 1 | 0.1% | |
| 3.637574911 | 1 | 0.1% | |
| 3.588037968 | 1 | 0.1% | |
| 3.366255999 | 1 | 0.1% | |
| 3.254555941 | 1 | 0.1% | |
| 3.069431067 | 1 | 0.1% | |
| 3.060072899 | 1 | 0.1% | |
| 3.023900986 | 1 | 0.1% |
| Distinct count | 1059 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.02058421170883799 |
|---|---|
| Minimum | -5.088503837585449 |
| Maximum | 4.1434831619262695 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -5.088503838 |
|---|---|
| 5-th percentile | -1.826680195 |
| Q1 | -0.4537834972 |
| median | 0.05708999932 |
| Q3 | 0.5793604851 |
| 95-th percentile | 1.378768504 |
| Maximum | 4.143483162 |
| Range | 9.231987 |
| Interquartile range (IQR) | 1.033143982 |
Descriptive statistics
| Standard deviation | 1.019823621 |
|---|---|
| Coefficient of variation (CV) | -49.5439726 |
| Kurtosis | 2.734708304 |
| Mean | -0.02058421171 |
| Median Absolute Deviation (MAD) | 0.5169160217 |
| Skewness | -0.7509692455 |
| Sum | -21.7986802 |
| Variance | 1.040040218 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.9941369891 | 1 | 0.1% | |
| 0.0188790001 | 1 | 0.1% | |
| 0.026021 | 1 | 0.1% | |
| 0.9693880081 | 1 | 0.1% | |
| -0.5982919931 | 1 | 0.1% | |
| 0.7584450245 | 1 | 0.1% | |
| 0.1749619991 | 1 | 0.1% | |
| -0.2815630138 | 1 | 0.1% | |
| -0.05403799936 | 1 | 0.1% | |
| 0.40753901 | 1 | 0.1% | |
| -0.2441889942 | 1 | 0.1% | |
| -0.9928089976 | 1 | 0.1% | |
| 0.7447609901 | 1 | 0.1% | |
| -0.04923300073 | 1 | 0.1% | |
| 0.5011379719 | 1 | 0.1% | |
| -0.7252230048 | 1 | 0.1% | |
| 0.6431000233 | 1 | 0.1% | |
| 0.3179439902 | 1 | 0.1% | |
| 0.5016570091 | 1 | 0.1% | |
| -0.1905809939 | 1 | 0.1% | |
| 0.4664959908 | 1 | 0.1% | |
| -0.572412014 | 1 | 0.1% | |
| 0.2097849995 | 1 | 0.1% | |
| 1.134003043 | 1 | 0.1% | |
| 2.36917901 | 1 | 0.1% | |
| Other values (1034) | 1034 | 97.6% |
| Value | Count | Frequency (%) | |
| -5.088503838 | 1 | 0.1% | |
| -4.571708202 | 1 | 0.1% | |
| -4.062029839 | 1 | 0.1% | |
| -4.047883034 | 1 | 0.1% | |
| -3.862266064 | 1 | 0.1% | |
| -3.708441019 | 1 | 0.1% | |
| -3.590886116 | 1 | 0.1% | |
| -3.582083941 | 1 | 0.1% | |
| -3.546542883 | 1 | 0.1% | |
| -3.390914917 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 4.143483162 | 1 | 0.1% | |
| 3.580434084 | 1 | 0.1% | |
| 3.506150007 | 1 | 0.1% | |
| 2.779584885 | 1 | 0.1% | |
| 2.713764906 | 1 | 0.1% | |
| 2.655875921 | 1 | 0.1% | |
| 2.594971895 | 1 | 0.1% | |
| 2.511221886 | 1 | 0.1% | |
| 2.501988888 | 1 | 0.1% | |
| 2.36917901 | 1 | 0.1% |
| Distinct count | 1059 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0025355020653659516 |
|---|---|
| Minimum | -3.2134010791778564 |
| Maximum | 7.117362976074219 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -3.213401079 |
|---|---|
| 5-th percentile | -1.412593162 |
| Q1 | -0.593026489 |
| median | -0.06809999794 |
| Q3 | 0.4599980116 |
| 95-th percentile | 1.752557611 |
| Maximum | 7.117362976 |
| Range | 10.33076406 |
| Interquartile range (IQR) | 1.053024501 |
Descriptive statistics
| Standard deviation | 1.003286605 |
|---|---|
| Coefficient of variation (CV) | 395.6954397 |
| Kurtosis | 4.238464798 |
| Mean | 0.002535502065 |
| Median Absolute Deviation (MAD) | 0.5276650116 |
| Skewness | 0.9341265637 |
| Sum | 2.685096687 |
| Variance | 1.006584011 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3369149864 | 1 | 0.1% | |
| -0.1424130052 | 1 | 0.1% | |
| -0.7194309831 | 1 | 0.1% | |
| -0.5006800294 | 1 | 0.1% | |
| -0.04008400068 | 1 | 0.1% | |
| 1.411506057 | 1 | 0.1% | |
| -0.6237210035 | 1 | 0.1% | |
| 0.2447970062 | 1 | 0.1% | |
| -0.9967659712 | 1 | 0.1% | |
| 1.002789974 | 1 | 0.1% | |
| 0.1067729965 | 1 | 0.1% | |
| -1.138051033 | 1 | 0.1% | |
| -1.218562007 | 1 | 0.1% | |
| 3.385464907 | 1 | 0.1% | |
| -0.3606829941 | 1 | 0.1% | |
| -1.063822031 | 1 | 0.1% | |
| -0.5592520237 | 1 | 0.1% | |
| -2.083867073 | 1 | 0.1% | |
| -0.6276080012 | 1 | 0.1% | |
| -0.4108060002 | 1 | 0.1% | |
| 0.387044996 | 1 | 0.1% | |
| 0.01444500033 | 1 | 0.1% | |
| 1.850260019 | 1 | 0.1% | |
| -0.803384006 | 1 | 0.1% | |
| -0.5610209703 | 1 | 0.1% | |
| Other values (1034) | 1034 | 97.6% |
| Value | Count | Frequency (%) | |
| -3.213401079 | 1 | 0.1% | |
| -3.187695026 | 1 | 0.1% | |
| -2.957030058 | 1 | 0.1% | |
| -2.74418807 | 1 | 0.1% | |
| -2.727725029 | 1 | 0.1% | |
| -2.727267027 | 1 | 0.1% | |
| -2.580073118 | 1 | 0.1% | |
| -2.487708092 | 1 | 0.1% | |
| -2.393274069 | 1 | 0.1% | |
| -2.375510931 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 7.117362976 | 1 | 0.1% | |
| 5.051580906 | 1 | 0.1% | |
| 4.679822922 | 1 | 0.1% | |
| 4.430191994 | 1 | 0.1% | |
| 3.768245935 | 1 | 0.1% | |
| 3.640644073 | 1 | 0.1% | |
| 3.385464907 | 1 | 0.1% | |
| 3.374464989 | 1 | 0.1% | |
| 3.30559206 | 1 | 0.1% | |
| 3.301692009 | 1 | 0.1% |
| Distinct count | 746 |
|---|---|
| Unique (%) | 70.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01803990291698455 |
|---|---|
| Minimum | -0.7623850107192993 |
| Maximum | 8.724732398986816 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -0.7623850107 |
|---|---|
| 5-th percentile | -0.7326290011 |
| Q1 | -0.6012910008 |
| median | -0.3375889957 |
| Q3 | 0.1851979941 |
| 95-th percentile | 1.962160003 |
| Maximum | 8.724732399 |
| Range | 9.48711741 |
| Interquartile range (IQR) | 0.786488995 |
Descriptive statistics
| Standard deviation | 1.023286826 |
|---|---|
| Coefficient of variation (CV) | 56.7235218 |
| Kurtosis | 12.44366573 |
| Mean | 0.01803990292 |
| Median Absolute Deviation (MAD) | 0.3139789999 |
| Skewness | 2.937724857 |
| Sum | 19.10425719 |
| Variance | 1.047115929 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.6536210179 | 6 | 0.6% | |
| -0.7213420272 | 5 | 0.5% | |
| -0.6259170175 | 5 | 0.5% | |
| -0.7449420094 | 5 | 0.5% | |
| -0.5879520178 | 5 | 0.5% | |
| -0.7172369957 | 4 | 0.4% | |
| -0.7038980126 | 4 | 0.4% | |
| -0.7100549936 | 4 | 0.4% | |
| -0.7049250007 | 4 | 0.4% | |
| -0.1005650014 | 4 | 0.4% | |
| -0.7521240115 | 4 | 0.4% | |
| -0.724420011 | 4 | 0.4% | |
| -0.6125770211 | 4 | 0.4% | |
| -0.7131329775 | 4 | 0.4% | |
| -0.6115509868 | 4 | 0.4% | |
| -0.7008200288 | 4 | 0.4% | |
| -0.5828210115 | 4 | 0.4% | |
| -0.5746129751 | 4 | 0.4% | |
| -0.7059509754 | 4 | 0.4% | |
| -0.2575550079 | 4 | 0.4% | |
| -0.4535349905 | 4 | 0.4% | |
| -0.5356220007 | 3 | 0.3% | |
| -0.5592210293 | 3 | 0.3% | |
| -0.6710640192 | 3 | 0.3% | |
| -0.7182639837 | 3 | 0.3% | |
| Other values (721) | 957 | 90.4% |
| Value | Count | Frequency (%) | |
| -0.7623850107 | 1 | 0.1% | |
| -0.7593070269 | 2 | 0.2% | |
| -0.7582809925 | 1 | 0.1% | |
| -0.7572540045 | 1 | 0.1% | |
| -0.7562280297 | 1 | 0.1% | |
| -0.7552019954 | 1 | 0.1% | |
| -0.7541760206 | 2 | 0.2% | |
| -0.7531499863 | 2 | 0.2% | |
| -0.7521240115 | 4 | 0.4% | |
| -0.7510979772 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 8.724732399 | 1 | 0.1% | |
| 7.384674072 | 1 | 0.1% | |
| 5.382795811 | 1 | 0.1% | |
| 5.338674068 | 1 | 0.1% | |
| 5.130381107 | 1 | 0.1% | |
| 4.738419056 | 1 | 0.1% | |
| 4.696350098 | 1 | 0.1% | |
| 4.690193176 | 1 | 0.1% | |
| 4.59066391 | 1 | 0.1% | |
| 4.589638233 | 1 | 0.1% |
V96
Real number (ℝ)
| Distinct count | 1057 |
|---|---|
| Unique (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02482892865138313 |
|---|---|
| Minimum | -1.6651149988174438 |
| Maximum | 4.751889228820801 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -1.665114999 |
|---|---|
| 5-th percentile | -1.175657141 |
| Q1 | -0.7271099985 |
| median | -0.2265499979 |
| Q3 | 0.5545400083 |
| 95-th percentile | 2.09596324 |
| Maximum | 4.751889229 |
| Range | 6.417004228 |
| Interquartile range (IQR) | 1.281650007 |
Descriptive statistics
| Standard deviation | 1.018135833 |
|---|---|
| Coefficient of variation (CV) | 41.00603162 |
| Kurtosis | 1.661990568 |
| Mean | 0.02482892865 |
| Median Absolute Deviation (MAD) | 0.5972440094 |
| Skewness | 1.231170364 |
| Sum | 26.29383544 |
| Variance | 1.036600575 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.9162709713 | 2 | 0.2% | |
| -0.6225609779 | 2 | 0.2% | |
| -0.8073390126 | 1 | 0.1% | |
| -0.3638010025 | 1 | 0.1% | |
| -0.3235900104 | 1 | 0.1% | |
| 1.606858969 | 1 | 0.1% | |
| -1.134188056 | 1 | 0.1% | |
| -1.052152991 | 1 | 0.1% | |
| -0.4378359914 | 1 | 0.1% | |
| -1.308470011 | 1 | 0.1% | |
| -1.115746021 | 1 | 0.1% | |
| 0.4817869961 | 1 | 0.1% | |
| 0.3664000034 | 1 | 0.1% | |
| -1.237334013 | 1 | 0.1% | |
| 0.1881580055 | 1 | 0.1% | |
| -0.07389000058 | 1 | 0.1% | |
| 2.698013067 | 1 | 0.1% | |
| 1.15368402 | 1 | 0.1% | |
| 0.01698900014 | 1 | 0.1% | |
| -0.1774130017 | 1 | 0.1% | |
| -0.9479330182 | 1 | 0.1% | |
| -0.8580870032 | 1 | 0.1% | |
| -0.3470109999 | 1 | 0.1% | |
| -0.8405050039 | 1 | 0.1% | |
| -0.5891140103 | 1 | 0.1% | |
| Other values (1032) | 1032 | 97.5% |
| Value | Count | Frequency (%) | |
| -1.665114999 | 1 | 0.1% | |
| -1.603186965 | 1 | 0.1% | |
| -1.54550004 | 1 | 0.1% | |
| -1.475411057 | 1 | 0.1% | |
| -1.409723997 | 1 | 0.1% | |
| -1.40575099 | 1 | 0.1% | |
| -1.40249002 | 1 | 0.1% | |
| -1.392585039 | 1 | 0.1% | |
| -1.371163011 | 1 | 0.1% | |
| -1.36371398 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 4.751889229 | 1 | 0.1% | |
| 4.751606941 | 1 | 0.1% | |
| 4.15914011 | 1 | 0.1% | |
| 4.128928185 | 1 | 0.1% | |
| 3.593812943 | 1 | 0.1% | |
| 3.495646 | 1 | 0.1% | |
| 3.312007904 | 1 | 0.1% | |
| 3.281177998 | 1 | 0.1% | |
| 3.248925924 | 1 | 0.1% | |
| 3.129337072 | 1 | 0.1% |
| Distinct count | 621 |
|---|---|
| Unique (%) | 58.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.013183083335321125 |
|---|---|
| Minimum | -0.8502110242843628 |
| Maximum | 8.222785949707031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -0.8502110243 |
|---|---|
| 5-th percentile | -0.7787380219 |
| Q1 | -0.6072030067 |
| median | -0.3274370134 |
| Q3 | 0.2320950031 |
| 95-th percentile | 1.887616575 |
| Maximum | 8.22278595 |
| Range | 9.072996974 |
| Interquartile range (IQR) | 0.8392980099 |
Descriptive statistics
| Standard deviation | 1.016813952 |
|---|---|
| Coefficient of variation (CV) | 77.13020743 |
| Kurtosis | 13.07515431 |
| Mean | 0.01318308334 |
| Median Absolute Deviation (MAD) | 0.3430710137 |
| Skewness | 2.995527985 |
| Sum | 13.96088525 |
| Variance | 1.033910613 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.2580060065 | 6 | 0.6% | |
| -0.5050989985 | 6 | 0.6% | |
| -0.5418559909 | 6 | 0.6% | |
| -0.454046011 | 6 | 0.6% | |
| -0.7726119757 | 6 | 0.6% | |
| -0.458130002 | 6 | 0.6% | |
| -0.6623389721 | 6 | 0.6% | |
| -0.4050360024 | 5 | 0.5% | |
| -0.6602969766 | 5 | 0.5% | |
| -0.7093070149 | 5 | 0.5% | |
| -0.198785007 | 5 | 0.5% | |
| -0.5520669818 | 5 | 0.5% | |
| -0.7358540297 | 5 | 0.5% | |
| -0.744023025 | 5 | 0.5% | |
| -0.6235399842 | 5 | 0.5% | |
| -0.3641940057 | 5 | 0.5% | |
| -0.7236019969 | 4 | 0.4% | |
| -0.65417099 | 4 | 0.4% | |
| -0.817538023 | 4 | 0.4% | |
| -0.7828230262 | 4 | 0.4% | |
| -0.4908039868 | 4 | 0.4% | |
| -0.4662989974 | 4 | 0.4% | |
| -0.6929709911 | 4 | 0.4% | |
| -0.6705080271 | 4 | 0.4% | |
| -0.6133289933 | 4 | 0.4% | |
| Other values (596) | 936 | 88.4% |
| Value | Count | Frequency (%) | |
| -0.8502110243 | 1 | 0.1% | |
| -0.8277480006 | 2 | 0.2% | |
| -0.8257060051 | 2 | 0.2% | |
| -0.8236640096 | 4 | 0.4% | |
| -0.821622014 | 1 | 0.1% | |
| -0.8195800185 | 2 | 0.2% | |
| -0.817538023 | 4 | 0.4% | |
| -0.8154960275 | 1 | 0.1% | |
| -0.8134539723 | 1 | 0.1% | |
| -0.8114119768 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 8.22278595 | 1 | 0.1% | |
| 7.938936234 | 1 | 0.1% | |
| 5.835585117 | 1 | 0.1% | |
| 5.676301956 | 1 | 0.1% | |
| 5.018750191 | 1 | 0.1% | |
| 4.975865841 | 1 | 0.1% | |
| 4.937066078 | 1 | 0.1% | |
| 4.71856308 | 1 | 0.1% | |
| 4.710394859 | 1 | 0.1% | |
| 4.571533203 | 1 | 0.1% |
| Distinct count | 746 |
|---|---|
| Unique (%) | 70.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01803990291698455 |
|---|---|
| Minimum | -0.7623850107192993 |
| Maximum | 8.724732398986816 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -0.7623850107 |
|---|---|
| 5-th percentile | -0.7326290011 |
| Q1 | -0.6012910008 |
| median | -0.3375889957 |
| Q3 | 0.1851979941 |
| 95-th percentile | 1.962160003 |
| Maximum | 8.724732399 |
| Range | 9.48711741 |
| Interquartile range (IQR) | 0.786488995 |
Descriptive statistics
| Standard deviation | 1.023286826 |
|---|---|
| Coefficient of variation (CV) | 56.7235218 |
| Kurtosis | 12.44366573 |
| Mean | 0.01803990292 |
| Median Absolute Deviation (MAD) | 0.3139789999 |
| Skewness | 2.937724857 |
| Sum | 19.10425719 |
| Variance | 1.047115929 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.6536210179 | 6 | 0.6% | |
| -0.7213420272 | 5 | 0.5% | |
| -0.6259170175 | 5 | 0.5% | |
| -0.7449420094 | 5 | 0.5% | |
| -0.5879520178 | 5 | 0.5% | |
| -0.7172369957 | 4 | 0.4% | |
| -0.7038980126 | 4 | 0.4% | |
| -0.7100549936 | 4 | 0.4% | |
| -0.7049250007 | 4 | 0.4% | |
| -0.1005650014 | 4 | 0.4% | |
| -0.7521240115 | 4 | 0.4% | |
| -0.724420011 | 4 | 0.4% | |
| -0.6125770211 | 4 | 0.4% | |
| -0.7131329775 | 4 | 0.4% | |
| -0.6115509868 | 4 | 0.4% | |
| -0.7008200288 | 4 | 0.4% | |
| -0.5828210115 | 4 | 0.4% | |
| -0.5746129751 | 4 | 0.4% | |
| -0.7059509754 | 4 | 0.4% | |
| -0.2575550079 | 4 | 0.4% | |
| -0.4535349905 | 4 | 0.4% | |
| -0.5356220007 | 3 | 0.3% | |
| -0.5592210293 | 3 | 0.3% | |
| -0.6710640192 | 3 | 0.3% | |
| -0.7182639837 | 3 | 0.3% | |
| Other values (721) | 957 | 90.4% |
| Value | Count | Frequency (%) | |
| -0.7623850107 | 1 | 0.1% | |
| -0.7593070269 | 2 | 0.2% | |
| -0.7582809925 | 1 | 0.1% | |
| -0.7572540045 | 1 | 0.1% | |
| -0.7562280297 | 1 | 0.1% | |
| -0.7552019954 | 1 | 0.1% | |
| -0.7541760206 | 2 | 0.2% | |
| -0.7531499863 | 2 | 0.2% | |
| -0.7521240115 | 4 | 0.4% | |
| -0.7510979772 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 8.724732399 | 1 | 0.1% | |
| 7.384674072 | 1 | 0.1% | |
| 5.382795811 | 1 | 0.1% | |
| 5.338674068 | 1 | 0.1% | |
| 5.130381107 | 1 | 0.1% | |
| 4.738419056 | 1 | 0.1% | |
| 4.696350098 | 1 | 0.1% | |
| 4.690193176 | 1 | 0.1% | |
| 4.59066391 | 1 | 0.1% | |
| 4.589638233 | 1 | 0.1% |
V1
Real number (ℝ)
| Distinct count | 1054 |
|---|---|
| Unique (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.019311984754945798 |
|---|---|
| Minimum | -1.5294630527496338 |
| Maximum | 9.439498901367188 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -1.529463053 |
|---|---|
| 5-th percentile | -1.106002748 |
| Q1 | -0.6076164842 |
| median | -0.1841350049 |
| Q3 | 0.3121550083 |
| 95-th percentile | 1.616744351 |
| Maximum | 9.439498901 |
| Range | 10.96896195 |
| Interquartile range (IQR) | 0.9197714925 |
Descriptive statistics
| Standard deviation | 0.9879107256 |
|---|---|
| Coefficient of variation (CV) | -51.15531822 |
| Kurtosis | 20.43532508 |
| Mean | -0.01931198475 |
| Median Absolute Deviation (MAD) | 0.4572959989 |
| Skewness | 3.210038747 |
| Sum | -20.45139186 |
| Variance | 0.9759676018 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1895260066 | 2 | 0.2% | |
| -0.3871150017 | 2 | 0.2% | |
| -0.4911189973 | 2 | 0.2% | |
| -0.0842500031 | 2 | 0.2% | |
| -0.7798100114 | 2 | 0.2% | |
| 1.121093035 | 1 | 0.1% | |
| 0.4410699904 | 1 | 0.1% | |
| -0.4427210093 | 1 | 0.1% | |
| 1.732699037 | 1 | 0.1% | |
| -0.774116993 | 1 | 0.1% | |
| -0.4078620076 | 1 | 0.1% | |
| -0.2942869961 | 1 | 0.1% | |
| -0.5495120287 | 1 | 0.1% | |
| -1.091215968 | 1 | 0.1% | |
| 0.8268589973 | 1 | 0.1% | |
| -0.7409229875 | 1 | 0.1% | |
| -1.466223955 | 1 | 0.1% | |
| 0.5345640182 | 1 | 0.1% | |
| -0.5514500141 | 1 | 0.1% | |
| -0.4009259939 | 1 | 0.1% | |
| -0.7194190025 | 1 | 0.1% | |
| -0.3944140077 | 1 | 0.1% | |
| 0.0572789982 | 1 | 0.1% | |
| -1.500144958 | 1 | 0.1% | |
| 0.01160699967 | 1 | 0.1% | |
| Other values (1029) | 1029 | 97.2% |
| Value | Count | Frequency (%) | |
| -1.529463053 | 1 | 0.1% | |
| -1.500144958 | 1 | 0.1% | |
| -1.484184027 | 1 | 0.1% | |
| -1.466223955 | 1 | 0.1% | |
| -1.431576014 | 1 | 0.1% | |
| -1.423943996 | 1 | 0.1% | |
| -1.364886045 | 1 | 0.1% | |
| -1.364158988 | 1 | 0.1% | |
| -1.362887025 | 1 | 0.1% | |
| -1.32436204 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 9.439498901 | 1 | 0.1% | |
| 8.587176323 | 1 | 0.1% | |
| 7.161285877 | 1 | 0.1% | |
| 6.738941193 | 1 | 0.1% | |
| 6.080238819 | 1 | 0.1% | |
| 5.646444798 | 1 | 0.1% | |
| 4.701566219 | 1 | 0.1% | |
| 4.128999233 | 1 | 0.1% | |
| 3.827950954 | 1 | 0.1% | |
| 3.775645971 | 1 | 0.1% |
| Distinct count | 1059 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00800915089130766 |
|---|---|
| Minimum | -1.8942830562591555 |
| Maximum | 4.0099968910217285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -1.894283056 |
|---|---|
| 5-th percentile | -1.361835301 |
| Q1 | -0.7108399868 |
| median | -0.161303997 |
| Q3 | 0.4940354973 |
| 95-th percentile | 2.014288425 |
| Maximum | 4.009996891 |
| Range | 5.904279947 |
| Interquartile range (IQR) | 1.204875484 |
Descriptive statistics
| Standard deviation | 1.001176008 |
|---|---|
| Coefficient of variation (CV) | -125.0040137 |
| Kurtosis | 1.093716574 |
| Mean | -0.008009150891 |
| Median Absolute Deviation (MAD) | 0.5970579982 |
| Skewness | 0.9690830734 |
| Sum | -8.481690794 |
| Variance | 1.002353398 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.6074209809 | 1 | 0.1% | |
| -0.3811759949 | 1 | 0.1% | |
| -1.140398979 | 1 | 0.1% | |
| 0.5143300295 | 1 | 0.1% | |
| -1.149752975 | 1 | 0.1% | |
| -0.2052409947 | 1 | 0.1% | |
| -0.9615870118 | 1 | 0.1% | |
| 0.2737619877 | 1 | 0.1% | |
| -0.3733710051 | 1 | 0.1% | |
| -1.615457058 | 1 | 0.1% | |
| 0.9459549785 | 1 | 0.1% | |
| 0.8059620261 | 1 | 0.1% | |
| -0.09879299998 | 1 | 0.1% | |
| -1.200952053 | 1 | 0.1% | |
| -0.1671510041 | 1 | 0.1% | |
| 2.343580008 | 1 | 0.1% | |
| 0.1006650031 | 1 | 0.1% | |
| -0.3614889979 | 1 | 0.1% | |
| 1.149695992 | 1 | 0.1% | |
| -1.066598058 | 1 | 0.1% | |
| -1.196558952 | 1 | 0.1% | |
| 1.958273053 | 1 | 0.1% | |
| -1.141865015 | 1 | 0.1% | |
| 1.419147968 | 1 | 0.1% | |
| 1.942639947 | 1 | 0.1% | |
| Other values (1034) | 1034 | 97.6% |
| Value | Count | Frequency (%) | |
| -1.894283056 | 1 | 0.1% | |
| -1.874057055 | 1 | 0.1% | |
| -1.828312993 | 1 | 0.1% | |
| -1.770099044 | 1 | 0.1% | |
| -1.769304037 | 1 | 0.1% | |
| -1.763805032 | 1 | 0.1% | |
| -1.742318034 | 1 | 0.1% | |
| -1.72747004 | 1 | 0.1% | |
| -1.686306 | 1 | 0.1% | |
| -1.669152021 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 4.009996891 | 1 | 0.1% | |
| 3.738081932 | 1 | 0.1% | |
| 3.517128944 | 1 | 0.1% | |
| 3.516470909 | 1 | 0.1% | |
| 3.500219107 | 1 | 0.1% | |
| 3.481198072 | 1 | 0.1% | |
| 3.453098059 | 1 | 0.1% | |
| 3.254957914 | 1 | 0.1% | |
| 3.061482906 | 1 | 0.1% | |
| 2.992115974 | 1 | 0.1% |
| Distinct count | 621 |
|---|---|
| Unique (%) | 58.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.013183083335321125 |
|---|---|
| Minimum | -0.8502110242843628 |
| Maximum | 8.222785949707031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -0.8502110243 |
|---|---|
| 5-th percentile | -0.7787380219 |
| Q1 | -0.6072030067 |
| median | -0.3274370134 |
| Q3 | 0.2320950031 |
| 95-th percentile | 1.887616575 |
| Maximum | 8.22278595 |
| Range | 9.072996974 |
| Interquartile range (IQR) | 0.8392980099 |
Descriptive statistics
| Standard deviation | 1.016813952 |
|---|---|
| Coefficient of variation (CV) | 77.13020743 |
| Kurtosis | 13.07515431 |
| Mean | 0.01318308334 |
| Median Absolute Deviation (MAD) | 0.3430710137 |
| Skewness | 2.995527985 |
| Sum | 13.96088525 |
| Variance | 1.033910613 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.2580060065 | 6 | 0.6% | |
| -0.5050989985 | 6 | 0.6% | |
| -0.5418559909 | 6 | 0.6% | |
| -0.454046011 | 6 | 0.6% | |
| -0.7726119757 | 6 | 0.6% | |
| -0.458130002 | 6 | 0.6% | |
| -0.6623389721 | 6 | 0.6% | |
| -0.4050360024 | 5 | 0.5% | |
| -0.6602969766 | 5 | 0.5% | |
| -0.7093070149 | 5 | 0.5% | |
| -0.198785007 | 5 | 0.5% | |
| -0.5520669818 | 5 | 0.5% | |
| -0.7358540297 | 5 | 0.5% | |
| -0.744023025 | 5 | 0.5% | |
| -0.6235399842 | 5 | 0.5% | |
| -0.3641940057 | 5 | 0.5% | |
| -0.7236019969 | 4 | 0.4% | |
| -0.65417099 | 4 | 0.4% | |
| -0.817538023 | 4 | 0.4% | |
| -0.7828230262 | 4 | 0.4% | |
| -0.4908039868 | 4 | 0.4% | |
| -0.4662989974 | 4 | 0.4% | |
| -0.6929709911 | 4 | 0.4% | |
| -0.6705080271 | 4 | 0.4% | |
| -0.6133289933 | 4 | 0.4% | |
| Other values (596) | 936 | 88.4% |
| Value | Count | Frequency (%) | |
| -0.8502110243 | 1 | 0.1% | |
| -0.8277480006 | 2 | 0.2% | |
| -0.8257060051 | 2 | 0.2% | |
| -0.8236640096 | 4 | 0.4% | |
| -0.821622014 | 1 | 0.1% | |
| -0.8195800185 | 2 | 0.2% | |
| -0.817538023 | 4 | 0.4% | |
| -0.8154960275 | 1 | 0.1% | |
| -0.8134539723 | 1 | 0.1% | |
| -0.8114119768 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 8.22278595 | 1 | 0.1% | |
| 7.938936234 | 1 | 0.1% | |
| 5.835585117 | 1 | 0.1% | |
| 5.676301956 | 1 | 0.1% | |
| 5.018750191 | 1 | 0.1% | |
| 4.975865841 | 1 | 0.1% | |
| 4.937066078 | 1 | 0.1% | |
| 4.71856308 | 1 | 0.1% | |
| 4.710394859 | 1 | 0.1% | |
| 4.571533203 | 1 | 0.1% |
| Distinct count | 680 |
|---|---|
| Unique (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01565590216163713 |
|---|---|
| Minimum | -0.7507569789886475 |
| Maximum | 8.999587059020996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -0.750756979 |
|---|---|
| 5-th percentile | -0.7072460055 |
| Q1 | -0.565158993 |
| median | -0.3414900005 |
| Q3 | 0.1609160006 |
| 95-th percentile | 1.993235946 |
| Maximum | 8.999587059 |
| Range | 9.750344038 |
| Interquartile range (IQR) | 0.7260749936 |
Descriptive statistics
| Standard deviation | 1.021475594 |
|---|---|
| Coefficient of variation (CV) | 65.24539969 |
| Kurtosis | 17.01048747 |
| Mean | 0.01565590216 |
| Median Absolute Deviation (MAD) | 0.2882549986 |
| Skewness | 3.414825004 |
| Sum | 16.57960039 |
| Variance | 1.043412389 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.6773329973 | 6 | 0.6% | |
| -0.6351829767 | 6 | 0.6% | |
| -0.6623769999 | 6 | 0.6% | |
| -0.7086060047 | 6 | 0.6% | |
| -0.6610170007 | 6 | 0.6% | |
| -0.5277670026 | 5 | 0.5% | |
| -0.5372849703 | 5 | 0.5% | |
| -0.6120679975 | 5 | 0.5% | |
| -0.6596570015 | 5 | 0.5% | |
| -0.5671979785 | 5 | 0.5% | |
| -0.6664559841 | 5 | 0.5% | |
| -0.4788179994 | 4 | 0.4% | |
| -0.5168899894 | 4 | 0.4% | |
| -0.4992139935 | 4 | 0.4% | |
| -0.5291270018 | 4 | 0.4% | |
| -0.6365429759 | 4 | 0.4% | |
| -0.7113260031 | 4 | 0.4% | |
| -0.7072460055 | 4 | 0.4% | |
| -0.7276419997 | 4 | 0.4% | |
| -0.7358000278 | 4 | 0.4% | |
| -0.6882110238 | 4 | 0.4% | |
| -0.3741219938 | 4 | 0.4% | |
| -0.2599079907 | 4 | 0.4% | |
| -0.7262820005 | 4 | 0.4% | |
| -0.4638620019 | 4 | 0.4% | |
| Other values (655) | 943 | 89.0% |
| Value | Count | Frequency (%) | |
| -0.750756979 | 1 | 0.1% | |
| -0.7398790121 | 1 | 0.1% | |
| -0.7385190129 | 2 | 0.2% | |
| -0.7358000278 | 4 | 0.4% | |
| -0.7344400287 | 1 | 0.1% | |
| -0.7330809832 | 1 | 0.1% | |
| -0.731720984 | 1 | 0.1% | |
| -0.7290009856 | 2 | 0.2% | |
| -0.7276419997 | 4 | 0.4% | |
| -0.7262820005 | 4 | 0.4% |
| Value | Count | Frequency (%) | |
| 8.999587059 | 1 | 0.1% | |
| 8.194649696 | 1 | 0.1% | |
| 7.348921776 | 1 | 0.1% | |
| 5.846464157 | 1 | 0.1% | |
| 5.739048004 | 1 | 0.1% | |
| 5.482067108 | 1 | 0.1% | |
| 4.794063091 | 1 | 0.1% | |
| 4.659453869 | 1 | 0.1% | |
| 4.626821041 | 1 | 0.1% | |
| 4.586030006 | 1 | 0.1% |
target
Real number (ℝ)
| Distinct count | 1057 |
|---|---|
| Unique (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02106494249873871 |
|---|---|
| Minimum | -1.505952000617981 |
| Maximum | 5.854702949523926 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | -1.505952001 |
|---|---|
| 5-th percentile | -1.162360716 |
| Q1 | -0.6601344943 |
| median | -0.1911929995 |
| Q3 | 0.4760270119 |
| 95-th percentile | 1.948091233 |
| Maximum | 5.85470295 |
| Range | 7.36065495 |
| Interquartile range (IQR) | 1.136161506 |
Descriptive statistics
| Standard deviation | 1.000415716 |
|---|---|
| Coefficient of variation (CV) | 47.49197468 |
| Kurtosis | 4.92637 |
| Mean | 0.0210649425 |
| Median Absolute Deviation (MAD) | 0.531760022 |
| Skewness | 1.704813065 |
| Sum | 22.30777411 |
| Variance | 1.000831604 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.2095039934 | 2 | 0.2% | |
| -0.6597030163 | 2 | 0.2% | |
| -0.9921799898 | 1 | 0.1% | |
| 0.07405299693 | 1 | 0.1% | |
| -0.3977690041 | 1 | 0.1% | |
| -0.8227970004 | 1 | 0.1% | |
| 9.10000017e-05 | 1 | 0.1% | |
| -0.922499001 | 1 | 0.1% | |
| 1.212188005 | 1 | 0.1% | |
| -0.1138480008 | 1 | 0.1% | |
| -0.2270109951 | 1 | 0.1% | |
| 1.149695039 | 1 | 0.1% | |
| 1.520792961 | 1 | 0.1% | |
| 0.5006309748 | 1 | 0.1% | |
| 1.015231013 | 1 | 0.1% | |
| -0.004472000059 | 1 | 0.1% | |
| 0.8025410175 | 1 | 0.1% | |
| 0.3850719929 | 1 | 0.1% | |
| -0.1354130059 | 1 | 0.1% | |
| -1.282691002 | 1 | 0.1% | |
| 1.747313023 | 1 | 0.1% | |
| 0.647092998 | 1 | 0.1% | |
| -0.6509990096 | 1 | 0.1% | |
| -0.360047996 | 1 | 0.1% | |
| -0.2913179994 | 1 | 0.1% | |
| Other values (1032) | 1032 | 97.5% |
| Value | Count | Frequency (%) | |
| -1.505952001 | 1 | 0.1% | |
| -1.501441956 | 1 | 0.1% | |
| -1.474185944 | 1 | 0.1% | |
| -1.457237005 | 1 | 0.1% | |
| -1.422229052 | 1 | 0.1% | |
| -1.418846965 | 1 | 0.1% | |
| -1.408416033 | 1 | 0.1% | |
| -1.405966997 | 1 | 0.1% | |
| -1.386991978 | 1 | 0.1% | |
| -1.377426028 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 5.85470295 | 1 | 0.1% | |
| 5.765905857 | 1 | 0.1% | |
| 5.686095238 | 1 | 0.1% | |
| 5.402578831 | 1 | 0.1% | |
| 4.805982113 | 1 | 0.1% | |
| 4.327077866 | 1 | 0.1% | |
| 3.953267097 | 1 | 0.1% | |
| 3.919262886 | 1 | 0.1% | |
| 3.699984074 | 1 | 0.1% | |
| 3.659126997 | 1 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| V45 | V5 | V54 | V43 | V11 | V86 | V73 | V95 | V37 | V12 | V41 | V27 | V96 | V106 | V19 | V1 | V63 | V114 | V77 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.571314 | -1.499546 | -0.490323 | -0.734508 | -0.105672 | -0.606629 | -0.072197 | -0.944584 | 0.266773 | 1.728885 | -1.288109 | -0.678246 | -0.043610 | -0.364194 | -0.678246 | 7.161286 | 2.048282 | -0.364194 | -0.606629 | -0.174878 |
| 1 | 0.586847 | 0.874036 | 1.475593 | 0.468588 | 0.029105 | 0.859117 | -0.038171 | -0.082645 | -0.088276 | 0.407297 | 0.074617 | 1.299006 | -0.947933 | 0.936616 | 1.299006 | 0.225763 | -0.221967 | 0.936616 | 0.859117 | -0.157189 |
| 2 | 1.743709 | -0.907214 | -0.166798 | 0.614040 | -0.903893 | 0.066418 | 1.060355 | -0.797954 | -0.301218 | -0.791393 | 0.870098 | -0.363241 | -0.556109 | 0.603755 | -0.363241 | -0.692525 | -0.351297 | 0.603755 | 0.066418 | 2.718442 |
| 3 | -0.058874 | -0.011393 | 0.652076 | 0.292994 | 0.024625 | 0.712271 | 1.193691 | -0.805626 | -0.733187 | 0.429205 | -0.519658 | 0.517134 | 0.166616 | 0.187169 | 0.517134 | -0.735562 | 0.190260 | 0.187169 | 0.712271 | -1.020687 |
| 4 | 0.769446 | 1.049331 | 0.899750 | 0.682731 | -0.287746 | 2.459474 | 0.317070 | -0.180181 | -0.671557 | 1.824638 | -0.483820 | 1.266171 | -0.500785 | 1.620715 | 1.266171 | 0.570272 | -0.186612 | 1.620715 | 2.459474 | -0.190488 |
| 5 | -0.685688 | -0.270353 | 0.994176 | -0.074075 | 0.241493 | 1.994459 | -0.454603 | 1.404666 | 0.854111 | -0.258381 | -0.094155 | 0.677202 | 1.428818 | 2.176163 | 0.677202 | 0.059217 | 0.284940 | 2.176163 | 1.994459 | 0.060328 |
| 6 | -0.401309 | -0.196670 | -0.142031 | -0.308099 | -1.786353 | -0.482897 | -0.827131 | 0.036321 | 0.542038 | -1.681866 | 3.124184 | -0.288337 | 1.340570 | -0.447920 | -0.288337 | -0.280628 | -0.264429 | -0.447920 | -0.482897 | 1.101685 |
| 7 | -0.707671 | 0.259608 | 0.204714 | -0.355673 | 1.030814 | -0.019243 | -0.474667 | 0.398013 | -0.074772 | 0.066638 | 0.106773 | 0.055399 | -0.297578 | 0.209632 | 0.055399 | -0.503840 | 0.670835 | 0.209632 | -0.019243 | -0.136452 |
| 8 | -0.465054 | 0.160657 | -0.541406 | -0.343827 | -1.521909 | -0.635183 | -0.771981 | -0.976285 | -1.232046 | 1.397751 | -0.797222 | -0.559221 | -1.041671 | -0.703181 | -0.559221 | 0.358054 | -0.465549 | -0.703181 | -0.635183 | -1.043855 |
| 9 | -0.914841 | 0.247513 | -0.256580 | -0.844569 | 0.341688 | -0.085868 | -0.514969 | -0.048418 | -0.585612 | -0.428769 | -0.750312 | -0.207277 | 0.033324 | -0.198785 | -0.207277 | -0.905772 | 0.871609 | -0.198785 | -0.085868 | -0.937458 |
Last rows
| V45 | V5 | V54 | V43 | V11 | V86 | V73 | V95 | V37 | V12 | V41 | V27 | V96 | V106 | V19 | V1 | V63 | V114 | V77 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1049 | -0.661975 | -0.723631 | -0.468651 | 1.709727 | -0.569101 | -0.236793 | 0.318841 | -0.413444 | -0.311407 | -0.238590 | -0.360406 | -0.364267 | 1.141376 | -0.270258 | -0.364267 | -1.107692 | -0.467377 | -0.270258 | -0.236793 | 2.083491 |
| 1050 | 0.900312 | -0.658910 | 0.385826 | 0.592697 | 0.750615 | 0.587179 | -0.141198 | 2.846186 | 2.768287 | -0.834932 | 0.266579 | 0.308840 | 1.631743 | 0.546577 | 0.308840 | -0.460469 | 1.535403 | 0.546577 | 0.587179 | 1.212188 |
| 1051 | -0.075181 | -0.010677 | -0.238004 | 0.377386 | -0.236784 | -0.054595 | 0.885064 | 1.872290 | 0.916530 | -3.708441 | 0.010690 | -0.175468 | 1.582431 | -0.239627 | -0.175468 | -0.343200 | -0.424225 | -0.239627 | -0.054595 | -0.101286 |
| 1052 | -0.311148 | 0.293756 | 0.178398 | 0.373711 | 1.126286 | 0.161596 | -0.068958 | 1.258068 | 1.528072 | -4.047883 | 0.853129 | 0.193920 | 2.754264 | -0.082386 | 0.193920 | -0.256823 | -0.186880 | -0.082386 | 0.161596 | -0.445762 |
| 1053 | -0.177948 | -0.279755 | -0.776696 | 0.322417 | 0.359880 | -0.709966 | -0.926943 | -1.069265 | -0.623958 | 0.624364 | -0.192079 | -0.719290 | -0.192848 | -0.784865 | -0.719290 | -0.108116 | 0.028088 | -0.784865 | -0.709966 | -0.853647 |
| 1054 | 2.921498 | 0.304586 | -0.414472 | 1.114849 | -0.594327 | -0.238153 | 1.869150 | -0.406932 | 0.144317 | -0.399561 | 1.441760 | -0.417623 | 0.425577 | -0.415247 | -0.417623 | 0.399577 | -0.203477 | -0.415247 | -0.238153 | 1.526307 |
| 1055 | 1.085476 | -1.311906 | -0.820039 | -0.827385 | -0.766201 | -0.733081 | 1.067250 | -0.467663 | -0.640306 | -0.681298 | -0.429340 | -0.748020 | 0.723125 | -0.817538 | -0.748020 | 1.640386 | 1.261700 | -0.817538 | -0.733081 | 0.182107 |
| 1056 | -1.387180 | 0.277346 | -0.501159 | 0.591596 | 0.247850 | -0.548163 | -0.784084 | -0.413309 | -0.724729 | 0.636144 | -0.231504 | -0.436092 | -0.287753 | -0.515309 | -0.436092 | -0.772360 | -0.993363 | -0.515309 | -0.548163 | -0.804297 |
| 1057 | -1.057314 | -1.102654 | -0.258128 | -1.024367 | -1.083711 | 0.165675 | -0.430440 | 4.288337 | 1.070742 | -0.178807 | -0.254779 | -0.262685 | 1.565493 | 0.074855 | -0.262685 | -0.996965 | 0.449377 | 0.074855 | 0.165675 | 1.240377 |
| 1058 | 2.834609 | 0.332477 | 4.342425 | 1.059004 | -2.091674 | 4.794063 | 4.124122 | 0.508200 | 0.507284 | 0.881171 | 3.768246 | 3.852914 | 4.159140 | 5.835585 | 3.852914 | -0.150911 | -0.388169 | 5.835585 | 4.794063 | 0.960420 |