Dataset statistics
Number of variables | 12 |
---|---|
Number of observations | 1560922 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 65797 |
Duplicate rows (%) | 4.2% |
Total size in memory | 142.9 MiB |
Average record size in memory | 96.0 B |
Variable types
Numeric | 11 |
---|---|
Categorical | 1 |
Dataset has 65797 (4.2%) duplicate rows | Duplicates |
B2 is highly overall correlated with B3 and 7 other fields | High correlation |
B3 is highly overall correlated with B2 and 7 other fields | High correlation |
B4 is highly overall correlated with B2 and 7 other fields | High correlation |
B5 is highly overall correlated with B2 and 7 other fields | High correlation |
B6 is highly overall correlated with B2 and 7 other fields | High correlation |
B7 is highly overall correlated with B2 and 7 other fields | High correlation |
B8 is highly overall correlated with B2 and 8 other fields | High correlation |
B11 is highly overall correlated with B2 and 7 other fields | High correlation |
B12 is highly overall correlated with B2 and 7 other fields | High correlation |
DEM is highly overall correlated with Slopes | High correlation |
Slopes is highly overall correlated with B8 and 1 other fields | High correlation |
B2 has 280258 (18.0%) zeros | Zeros |
B3 has 278145 (17.8%) zeros | Zeros |
B5 has 278091 (17.8%) zeros | Zeros |
B6 has 278091 (17.8%) zeros | Zeros |
Reproduction
Analysis started | 2023-09-02 14:13:52.067730 |
---|---|
Analysis finished | 2023-09-02 14:15:20.255593 |
Duration | 1 minute and 28.19 seconds |
Software version | ydata-profiling vv4.0.0 |
Download configuration | config.json |
B2
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 1395 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 157.36021 |
Minimum | 0 |
---|---|
Maximum | 3218 |
Zeros | 280258 |
Zeros (%) | 18.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 53 |
median | 129 |
Q3 | 189 |
95-th percentile | 470 |
Maximum | 3218 |
Range | 3218 |
Interquartile range (IQR) | 136 |
Descriptive statistics
Standard deviation | 174.75879 |
---|---|
Coefficient of variation (CV) | 1.1105653 |
Kurtosis | 10.225491 |
Mean | 157.36021 |
Median Absolute Deviation (MAD) | 66 |
Skewness | 2.8407089 |
Sum | 2.4562702 × 108 |
Variance | 30540.633 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 280258 | 18.0% |
117 | 8324 | 0.5% |
126 | 8321 | 0.5% |
130 | 8157 | 0.5% |
120 | 7936 | 0.5% |
118 | 7914 | 0.5% |
113 | 7883 | 0.5% |
116 | 7861 | 0.5% |
108 | 7824 | 0.5% |
110 | 7805 | 0.5% |
Other values (1385) | 1208639 |
Value | Count | Frequency (%) |
0 | 280258 | |
1 | 179 | < 0.1% |
2 | 191 | < 0.1% |
3 | 226 | < 0.1% |
4 | 214 | < 0.1% |
5 | 266 | < 0.1% |
6 | 227 | < 0.1% |
7 | 273 | < 0.1% |
8 | 271 | < 0.1% |
9 | 304 | < 0.1% |
Value | Count | Frequency (%) |
3218 | 1 | < 0.1% |
2626 | 1 | < 0.1% |
2186 | 1 | < 0.1% |
2184 | 1 | < 0.1% |
2126 | 1 | < 0.1% |
2096 | 3 | |
1968 | 2 | |
1908 | 2 | |
1848 | 1 | < 0.1% |
1838 | 2 |
B3
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 1698 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 232.50104 |
Minimum | 0 |
---|---|
Maximum | 3072 |
Zeros | 278145 |
Zeros (%) | 17.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 109 |
median | 214 |
Q3 | 281 |
95-th percentile | 589 |
Maximum | 3072 |
Range | 3072 |
Interquartile range (IQR) | 172 |
Descriptive statistics
Standard deviation | 222.69406 |
---|---|
Coefficient of variation (CV) | 0.95781964 |
Kurtosis | 9.3330298 |
Mean | 232.50104 |
Median Absolute Deviation (MAD) | 78 |
Skewness | 2.5985295 |
Sum | 3.6291598 × 108 |
Variance | 49592.644 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 278145 | 17.8% |
212 | 8103 | 0.5% |
208 | 7813 | 0.5% |
201 | 7812 | 0.5% |
217 | 7775 | 0.5% |
206 | 7734 | 0.5% |
215 | 7722 | 0.5% |
210 | 7664 | 0.5% |
203 | 7658 | 0.5% |
205 | 7655 | 0.5% |
Other values (1688) | 1212841 |
Value | Count | Frequency (%) |
0 | 278145 | |
1 | 15 | < 0.1% |
2 | 23 | < 0.1% |
3 | 25 | < 0.1% |
4 | 20 | < 0.1% |
5 | 18 | < 0.1% |
6 | 23 | < 0.1% |
7 | 13 | < 0.1% |
8 | 27 | < 0.1% |
9 | 30 | < 0.1% |
Value | Count | Frequency (%) |
3072 | 1 | < 0.1% |
2762 | 1 | < 0.1% |
2744 | 3 | |
2403 | 1 | < 0.1% |
2060 | 2 | |
2007 | 1 | < 0.1% |
1961 | 2 | |
1910 | 1 | < 0.1% |
1849 | 4 | |
1845 | 2 |
B4
Real number (ℝ)
Distinct | 2197 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 274.66698 |
Minimum | -100 |
---|---|
Maximum | 3038 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 277344 |
Negative (%) | 17.8% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | -100 |
---|---|
5-th percentile | -100 |
Q1 | 77 |
median | 268 |
Q3 | 390 |
95-th percentile | 681 |
Maximum | 3038 |
Range | 3138 |
Interquartile range (IQR) | 313 |
Descriptive statistics
Standard deviation | 316.41605 |
---|---|
Coefficient of variation (CV) | 1.1519989 |
Kurtosis | 7.1332481 |
Mean | 274.66698 |
Median Absolute Deviation (MAD) | 144 |
Skewness | 2.0768811 |
Sum | 4.2873373 × 108 |
Variance | 100119.12 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-100 | 277344 | 17.8% |
324 | 4225 | 0.3% |
342 | 4018 | 0.3% |
321 | 4005 | 0.3% |
313 | 3949 | 0.3% |
339 | 3936 | 0.3% |
349 | 3930 | 0.3% |
328 | 3922 | 0.3% |
317 | 3914 | 0.3% |
331 | 3897 | 0.2% |
Other values (2187) | 1247782 |
Value | Count | Frequency (%) |
-100 | 277344 | |
1 | 35 | < 0.1% |
2 | 34 | < 0.1% |
3 | 36 | < 0.1% |
4 | 39 | < 0.1% |
5 | 47 | < 0.1% |
6 | 77 | < 0.1% |
7 | 59 | < 0.1% |
8 | 81 | < 0.1% |
9 | 72 | < 0.1% |
Value | Count | Frequency (%) |
3038 | 1 | < 0.1% |
2836 | 3 | |
2764 | 1 | < 0.1% |
2341 | 2 | |
2336 | 1 | < 0.1% |
2326 | 1 | < 0.1% |
2319 | 1 | < 0.1% |
2317 | 4 | |
2305 | 3 | |
2277 | 1 | < 0.1% |
B5
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 2322 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 400.29949 |
Minimum | -100 |
---|---|
Maximum | 2625 |
Zeros | 278091 |
Zeros (%) | 17.8% |
Negative | 4 |
Negative (%) | < 0.1% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | -100 |
---|---|
5-th percentile | 0 |
Q1 | 207 |
median | 403 |
Q3 | 503 |
95-th percentile | 801 |
Maximum | 2625 |
Range | 2725 |
Interquartile range (IQR) | 296 |
Descriptive statistics
Standard deviation | 341.97762 |
---|---|
Coefficient of variation (CV) | 0.85430442 |
Kurtosis | 7.8265553 |
Mean | 400.29949 |
Median Absolute Deviation (MAD) | 120 |
Skewness | 2.2284627 |
Sum | 6.2483627 × 108 |
Variance | 116948.69 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 278091 | 17.8% |
412 | 4487 | 0.3% |
423 | 4370 | 0.3% |
425 | 4367 | 0.3% |
414 | 4313 | 0.3% |
415 | 4298 | 0.3% |
408 | 4285 | 0.3% |
440 | 4280 | 0.3% |
405 | 4244 | 0.3% |
439 | 4244 | 0.3% |
Other values (2312) | 1243943 |
Value | Count | Frequency (%) |
-100 | 4 | < 0.1% |
0 | 278091 | |
19 | 1 | < 0.1% |
21 | 6 | < 0.1% |
22 | 3 | < 0.1% |
23 | 3 | < 0.1% |
24 | 12 | < 0.1% |
25 | 4 | < 0.1% |
26 | 68 | < 0.1% |
27 | 192 | < 0.1% |
Value | Count | Frequency (%) |
2625 | 4 | < 0.1% |
2602 | 6 | |
2585 | 10 | |
2561 | 6 | |
2555 | 4 | < 0.1% |
2550 | 5 | |
2528 | 2 | < 0.1% |
2525 | 3 | < 0.1% |
2515 | 3 | < 0.1% |
2498 | 4 | < 0.1% |
B6
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 2616 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 556.52337 |
Minimum | -100 |
---|---|
Maximum | 4986 |
Zeros | 278091 |
Zeros (%) | 17.8% |
Negative | 4 |
Negative (%) | < 0.1% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | -100 |
---|---|
5-th percentile | 0 |
Q1 | 474 |
median | 580 |
Q3 | 654 |
95-th percentile | 1426 |
Maximum | 4986 |
Range | 5086 |
Interquartile range (IQR) | 180 |
Descriptive statistics
Standard deviation | 401.91046 |
---|---|
Coefficient of variation (CV) | 0.72218075 |
Kurtosis | 4.0455995 |
Mean | 556.52337 |
Median Absolute Deviation (MAD) | 85 |
Skewness | 1.3223239 |
Sum | 8.6868957 × 108 |
Variance | 161532.02 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 278091 | 17.8% |
590 | 6165 | 0.4% |
588 | 6126 | 0.4% |
603 | 6071 | 0.4% |
580 | 6013 | 0.4% |
591 | 5965 | 0.4% |
596 | 5964 | 0.4% |
583 | 5954 | 0.4% |
604 | 5929 | 0.4% |
610 | 5889 | 0.4% |
Other values (2606) | 1228755 |
Value | Count | Frequency (%) |
-100 | 4 | < 0.1% |
0 | 278091 | |
8 | 12 | < 0.1% |
9 | 11 | < 0.1% |
10 | 31 | < 0.1% |
11 | 68 | < 0.1% |
12 | 199 | < 0.1% |
13 | 214 | < 0.1% |
14 | 302 | < 0.1% |
15 | 303 | < 0.1% |
Value | Count | Frequency (%) |
4986 | 2 | < 0.1% |
4203 | 6 | |
4181 | 9 | |
4059 | 4 | |
4021 | 3 | < 0.1% |
3892 | 1 | < 0.1% |
3868 | 6 | |
3855 | 6 | |
3793 | 6 | |
3787 | 6 |
B7
Real number (ℝ)
Distinct | 2978 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 610.96628 |
Minimum | -100 |
---|---|
Maximum | 5679 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 277277 |
Negative (%) | 17.8% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | -100 |
---|---|
5-th percentile | -100 |
Q1 | 543 |
median | 653 |
Q3 | 731 |
95-th percentile | 1667 |
Maximum | 5679 |
Range | 5779 |
Interquartile range (IQR) | 188 |
Descriptive statistics
Standard deviation | 475.71243 |
---|---|
Coefficient of variation (CV) | 0.77862305 |
Kurtosis | 3.059298 |
Mean | 610.96628 |
Median Absolute Deviation (MAD) | 89 |
Skewness | 0.94529658 |
Sum | 9.536707 × 108 |
Variance | 226302.31 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-100 | 277277 | 17.8% |
677 | 5864 | 0.4% |
652 | 5834 | 0.4% |
667 | 5700 | 0.4% |
661 | 5686 | 0.4% |
666 | 5654 | 0.4% |
660 | 5648 | 0.4% |
658 | 5624 | 0.4% |
674 | 5615 | 0.4% |
662 | 5587 | 0.4% |
Other values (2968) | 1232433 |
Value | Count | Frequency (%) |
-100 | 277277 | |
1 | 6 | < 0.1% |
2 | 6 | < 0.1% |
11 | 8 | < 0.1% |
13 | 35 | < 0.1% |
14 | 47 | < 0.1% |
15 | 123 | < 0.1% |
16 | 268 | < 0.1% |
17 | 257 | < 0.1% |
18 | 257 | < 0.1% |
Value | Count | Frequency (%) |
5679 | 2 | < 0.1% |
5147 | 6 | |
4942 | 9 | |
4799 | 6 | |
4738 | 3 | < 0.1% |
4730 | 6 | |
4696 | 4 | |
4619 | 6 | |
4614 | 4 | |
4544 | 1 | < 0.1% |
B8
Real number (ℝ)
Distinct | 3623 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 640.15381 |
Minimum | -100 |
---|---|
Maximum | 6742 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 277160 |
Negative (%) | 17.8% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | -100 |
---|---|
5-th percentile | -100 |
Q1 | 559 |
median | 686 |
Q3 | 773 |
95-th percentile | 1717 |
Maximum | 6742 |
Range | 6842 |
Interquartile range (IQR) | 214 |
Descriptive statistics
Standard deviation | 495.74526 |
---|---|
Coefficient of variation (CV) | 0.77441585 |
Kurtosis | 3.5241627 |
Mean | 640.15381 |
Median Absolute Deviation (MAD) | 100 |
Skewness | 0.96548136 |
Sum | 9.9923017 × 108 |
Variance | 245763.36 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-100 | 277160 | 17.8% |
684 | 6762 | 0.4% |
735 | 6155 | 0.4% |
697 | 6103 | 0.4% |
703 | 6095 | 0.4% |
725 | 6084 | 0.4% |
709 | 6067 | 0.4% |
719 | 6049 | 0.4% |
722 | 6044 | 0.4% |
711 | 6032 | 0.4% |
Other values (3613) | 1228371 |
Value | Count | Frequency (%) |
-100 | 277160 | |
8 | 3 | < 0.1% |
9 | 26 | < 0.1% |
10 | 54 | < 0.1% |
11 | 141 | < 0.1% |
12 | 166 | < 0.1% |
13 | 185 | < 0.1% |
14 | 188 | < 0.1% |
15 | 151 | < 0.1% |
16 | 152 | < 0.1% |
Value | Count | Frequency (%) |
6742 | 2 | |
6472 | 1 | < 0.1% |
6412 | 2 | |
6332 | 1 | < 0.1% |
6276 | 2 | |
6174 | 3 | |
6038 | 1 | < 0.1% |
5846 | 2 | |
5772 | 2 | |
5748 | 2 |
B11
Real number (ℝ)
Distinct | 3133 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 682.84681 |
Minimum | -100 |
---|---|
Maximum | 3496 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 277277 |
Negative (%) | 17.8% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | -100 |
---|---|
5-th percentile | -100 |
Q1 | 470 |
median | 738 |
Q3 | 879 |
95-th percentile | 1321 |
Maximum | 3496 |
Range | 3596 |
Interquartile range (IQR) | 409 |
Descriptive statistics
Standard deviation | 554.81284 |
---|---|
Coefficient of variation (CV) | 0.81249973 |
Kurtosis | 4.0444371 |
Mean | 682.84681 |
Median Absolute Deviation (MAD) | 169 |
Skewness | 1.2779133 |
Sum | 1.0658706 × 109 |
Variance | 307817.29 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-100 | 277277 | 17.8% |
782 | 3184 | 0.2% |
746 | 3184 | 0.2% |
751 | 3160 | 0.2% |
770 | 3100 | 0.2% |
777 | 3092 | 0.2% |
775 | 3086 | 0.2% |
767 | 3085 | 0.2% |
792 | 3062 | 0.2% |
833 | 3025 | 0.2% |
Other values (3123) | 1255667 |
Value | Count | Frequency (%) |
-100 | 277277 | |
15 | 18 | < 0.1% |
16 | 53 | < 0.1% |
17 | 200 | < 0.1% |
18 | 440 | < 0.1% |
19 | 755 | < 0.1% |
20 | 1052 | 0.1% |
21 | 1372 | 0.1% |
22 | 1429 | 0.1% |
23 | 1628 | 0.1% |
Value | Count | Frequency (%) |
3496 | 4 | < 0.1% |
3447 | 6 | |
3436 | 4 | < 0.1% |
3409 | 6 | |
3408 | 10 | |
3400 | 2 | < 0.1% |
3375 | 6 | |
3350 | 3 | < 0.1% |
3339 | 7 | |
3336 | 6 |
B12
Real number (ℝ)
Distinct | 2995 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 486.27803 |
Minimum | -100 |
---|---|
Maximum | 3769 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 277277 |
Negative (%) | 17.8% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | -100 |
---|---|
5-th percentile | -100 |
Q1 | 231 |
median | 493.5 |
Q3 | 639 |
95-th percentile | 1059 |
Maximum | 3769 |
Range | 3869 |
Interquartile range (IQR) | 408 |
Descriptive statistics
Standard deviation | 487.88313 |
---|---|
Coefficient of variation (CV) | 1.0033008 |
Kurtosis | 6.8130229 |
Mean | 486.27803 |
Median Absolute Deviation (MAD) | 177.5 |
Skewness | 2.0656009 |
Sum | 7.5904208 × 108 |
Variance | 238029.95 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-100 | 277277 | 17.8% |
584 | 3233 | 0.2% |
566 | 3087 | 0.2% |
590 | 3056 | 0.2% |
558 | 3028 | 0.2% |
559 | 3007 | 0.2% |
552 | 3001 | 0.2% |
553 | 2979 | 0.2% |
561 | 2965 | 0.2% |
580 | 2957 | 0.2% |
Other values (2985) | 1256332 |
Value | Count | Frequency (%) |
-100 | 277277 | |
10 | 49 | < 0.1% |
11 | 183 | < 0.1% |
12 | 498 | < 0.1% |
13 | 845 | 0.1% |
14 | 1451 | 0.1% |
15 | 1665 | 0.1% |
16 | 1822 | 0.1% |
17 | 2328 | 0.1% |
18 | 2412 | 0.2% |
Value | Count | Frequency (%) |
3769 | 10 | |
3373 | 4 | < 0.1% |
3325 | 6 | |
3285 | 4 | < 0.1% |
3276 | 10 | |
3264 | 6 | |
3232 | 5 | |
3218 | 2 | < 0.1% |
3197 | 3 | < 0.1% |
3194 | 3 | < 0.1% |
DEM
Real number (ℝ)
Distinct | 2465 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 130.6675 |
Minimum | -100 |
---|---|
Maximum | 2714 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 277991 |
Negative (%) | 17.8% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | -100 |
---|---|
5-th percentile | -100 |
Q1 | 57 |
median | 77 |
Q3 | 95 |
95-th percentile | 861 |
Maximum | 2714 |
Range | 2814 |
Interquartile range (IQR) | 38 |
Descriptive statistics
Standard deviation | 335.3016 |
---|---|
Coefficient of variation (CV) | 2.5660673 |
Kurtosis | 16.558229 |
Mean | 130.6675 |
Median Absolute Deviation (MAD) | 20 |
Skewness | 4.0054483 |
Sum | 2.0396177 × 108 |
Variance | 112427.16 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-100 | 277991 | 17.8% |
75 | 35167 | 2.3% |
76 | 34697 | 2.2% |
77 | 32529 | 2.1% |
74 | 32055 | 2.1% |
57 | 30437 | 1.9% |
73 | 28437 | 1.8% |
78 | 28201 | 1.8% |
89 | 27748 | 1.8% |
88 | 27528 | 1.8% |
Other values (2455) | 1006132 |
Value | Count | Frequency (%) |
-100 | 277991 | |
33 | 10 | < 0.1% |
34 | 10 | < 0.1% |
35 | 18 | < 0.1% |
36 | 17 | < 0.1% |
37 | 45 | < 0.1% |
38 | 76 | < 0.1% |
39 | 110 | < 0.1% |
40 | 192 | < 0.1% |
41 | 406 | < 0.1% |
Value | Count | Frequency (%) |
2714 | 2 | |
2710 | 2 | |
2708 | 2 | |
2705 | 2 | |
2686 | 1 | |
2675 | 1 | |
2667 | 1 | |
2666 | 1 | |
2633 | 1 | |
2630 | 1 |
Slopes
Real number (ℝ)
Distinct | 697433 |
---|---|
Distinct (%) | 44.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -12.196625 |
Minimum | -100 |
---|---|
Maximum | 65.50516 |
Zeros | 6810 |
Zeros (%) | 0.4% |
Negative | 269351 |
Negative (%) | 17.3% |
Memory size | 11.9 MiB |
Quantile statistics
Minimum | -100 |
---|---|
5-th percentile | -100 |
Q1 | 1.754809 |
median | 3.4848507 |
Q3 | 5.6482186 |
95-th percentile | 19.606129 |
Maximum | 65.50516 |
Range | 165.50516 |
Interquartile range (IQR) | 3.8934096 |
Descriptive statistics
Standard deviation | 40.633337 |
---|---|
Coefficient of variation (CV) | -3.331523 |
Kurtosis | 0.86927927 |
Mean | -12.196625 |
Median Absolute Deviation (MAD) | 1.9535821 |
Skewness | -1.6142603 |
Sum | -19037981 |
Variance | 1651.0681 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-100 | 269351 | 17.3% |
0 | 6810 | 0.4% |
4.429936 × 10-7 | 105 | < 0.1% |
0.0013261533 | 64 | < 0.1% |
2.29061 | 48 | < 0.1% |
0.00466951 | 48 | < 0.1% |
2.4890287 × 10-6 | 46 | < 0.1% |
0.00016105852 | 43 | < 0.1% |
0.25575498 | 42 | < 0.1% |
0.0007456413 | 39 | < 0.1% |
Other values (697423) | 1284326 |
Value | Count | Frequency (%) |
-100 | 269351 | |
0 | 6810 | 0.4% |
1.8005126 × 10-7 | 36 | < 0.1% |
2.0843184 × 10-7 | 4 | < 0.1% |
4.429936 × 10-7 | 105 | < 0.1% |
2.4890287 × 10-6 | 46 | < 0.1% |
2.5279196 × 10-6 | 1 | < 0.1% |
3.5439489 × 10-6 | 4 | < 0.1% |
1.1523281 × 10-5 | 8 | < 0.1% |
1.9737226 × 10-5 | 2 | < 0.1% |
Value | Count | Frequency (%) |
65.50516 | 4 | |
65.26338 | 1 | < 0.1% |
64.96299 | 2 | |
64.58259 | 1 | < 0.1% |
64.306786 | 2 | |
63.899036 | 1 | < 0.1% |
63.854317 | 1 | < 0.1% |
63.809032 | 1 | < 0.1% |
63.58361 | 2 | |
63.365345 | 1 | < 0.1% |
clase
Categorical
Distinct | 8 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 11.9 MiB |
suelo_desnudo | |
---|---|
ciudad | |
vegetacion | 69816 |
agua | 46035 |
palma | 22205 |
Other values (3) | 61986 |
Common Values
Value | Count | Frequency (%) |
suelo_desnudo | 1072666 | |
ciudad | 288214 | 18.5% |
vegetacion | 69816 | 4.5% |
agua | 46035 | 2.9% |
palma | 22205 | 1.4% |
cafe_sombra | 21879 | 1.4% |
cafe_semisombra | 20690 | 1.3% |
cafe_expuesto | 19417 | 1.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
suelo_desnudo | 1072666 | |
ciudad | 288214 | 18.5% |
vegetacion | 69816 | 4.5% |
agua | 46035 | 2.9% |
palma | 22205 | 1.4% |
cafe_sombra | 21879 | 1.4% |
cafe_semisombra | 20690 | 1.3% |
cafe_expuesto | 19417 | 1.2% |
Most occurring characters
Value | Count | Frequency (%) |
d | 2721760 | |
u | 2498998 | |
e | 2406474 | |
o | 2277134 | |
s | 2228008 | |
n | 1142482 | |
_ | 1134652 | |
l | 1094871 | |
a | 599065 | 3.4% |
c | 420016 | 2.4% |
Other values (10) | 947247 | 5.4% |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 16336055 | |
Connector Punctuation | 1134652 | 6.5% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
d | 2721760 | |
u | 2498998 | |
e | 2406474 | |
o | 2277134 | |
s | 2228008 | |
n | 1142482 | |
l | 1094871 | |
a | 599065 | 3.7% |
c | 420016 | 2.6% |
i | 378720 | 2.3% |
Other values (9) | 568527 | 3.5% |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 1134652 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 16336055 | |
Common | 1134652 | 6.5% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
d | 2721760 | |
u | 2498998 | |
e | 2406474 | |
o | 2277134 | |
s | 2228008 | |
n | 1142482 | |
l | 1094871 | |
a | 599065 | 3.7% |
c | 420016 | 2.6% |
i | 378720 | 2.3% |
Other values (9) | 568527 | 3.5% |
Common
Value | Count | Frequency (%) |
_ | 1134652 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 17470707 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
d | 2721760 | |
u | 2498998 | |
e | 2406474 | |
o | 2277134 | |
s | 2228008 | |
n | 1142482 | |
_ | 1134652 | |
l | 1094871 | |
a | 599065 | 3.4% |
c | 420016 | 2.4% |
Other values (10) | 947247 | 5.4% |
B2 | B3 | B4 | B5 | B6 | B7 | B8 | B11 | B12 | DEM | Slopes | clase | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
B2 | 1.000 | 0.985 | 0.974 | 0.917 | 0.680 | 0.606 | 0.601 | 0.814 | 0.926 | 0.385 | 0.345 | 0.125 |
B3 | 0.985 | 1.000 | 0.959 | 0.928 | 0.740 | 0.668 | 0.667 | 0.817 | 0.911 | 0.403 | 0.362 | 0.119 |
B4 | 0.974 | 0.959 | 1.000 | 0.931 | 0.663 | 0.592 | 0.595 | 0.840 | 0.935 | 0.374 | 0.352 | 0.188 |
B5 | 0.917 | 0.928 | 0.931 | 1.000 | 0.777 | 0.702 | 0.669 | 0.895 | 0.953 | 0.386 | 0.381 | 0.164 |
B6 | 0.680 | 0.740 | 0.663 | 0.777 | 1.000 | 0.979 | 0.903 | 0.711 | 0.685 | 0.466 | 0.475 | 0.205 |
B7 | 0.606 | 0.668 | 0.592 | 0.702 | 0.979 | 1.000 | 0.920 | 0.668 | 0.613 | 0.462 | 0.496 | 0.200 |
B8 | 0.601 | 0.667 | 0.595 | 0.669 | 0.903 | 0.920 | 1.000 | 0.676 | 0.591 | 0.435 | 0.501 | 0.185 |
B11 | 0.814 | 0.817 | 0.840 | 0.895 | 0.711 | 0.668 | 0.676 | 1.000 | 0.901 | 0.303 | 0.425 | 0.269 |
B12 | 0.926 | 0.911 | 0.935 | 0.953 | 0.685 | 0.613 | 0.591 | 0.901 | 1.000 | 0.384 | 0.358 | 0.179 |
DEM | 0.385 | 0.403 | 0.374 | 0.386 | 0.466 | 0.462 | 0.435 | 0.303 | 0.384 | 1.000 | 0.531 | 0.406 |
Slopes | 0.345 | 0.362 | 0.352 | 0.381 | 0.475 | 0.496 | 0.501 | 0.425 | 0.358 | 0.531 | 1.000 | 0.437 |
clase | 0.125 | 0.119 | 0.188 | 0.164 | 0.205 | 0.200 | 0.185 | 0.269 | 0.179 | 0.406 | 0.437 | 1.000 |
B2 | B3 | B4 | B5 | B6 | B7 | B8 | B11 | B12 | DEM | Slopes | clase | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 173.0 | 237.0 | 290.0 | 374.0 | 561.0 | 631.0 | 655.0 | 776.0 | 525.0 | 132.0 | 1.947793 | palma |
1 | 173.0 | 237.0 | 290.0 | 347.0 | 585.0 | 653.0 | 655.0 | 750.0 | 491.0 | 133.0 | 1.947793 | palma |
2 | 145.0 | 216.0 | 269.0 | 347.0 | 585.0 | 653.0 | 641.0 | 750.0 | 491.0 | 134.0 | 2.198595 | palma |
3 | 124.0 | 198.0 | 222.0 | 341.0 | 579.0 | 663.0 | 696.0 | 752.0 | 503.0 | 133.0 | 0.932456 | palma |
4 | 124.0 | 198.0 | 222.0 | 343.0 | 600.0 | 663.0 | 696.0 | 746.0 | 478.0 | 134.0 | 0.932456 | palma |
5 | 121.0 | 194.0 | 224.0 | 343.0 | 600.0 | 663.0 | 691.0 | 746.0 | 478.0 | 135.0 | 0.841870 | palma |
6 | 98.0 | 176.0 | 183.0 | 331.0 | 616.0 | 679.0 | 744.0 | 725.0 | 443.0 | 135.0 | 0.841870 | palma |
7 | 52.0 | 123.0 | 111.0 | 214.0 | 553.0 | 697.0 | 643.0 | 424.0 | 233.0 | 98.0 | 4.343401 | palma |
8 | 48.0 | 123.0 | 97.0 | 214.0 | 553.0 | 697.0 | 684.0 | 424.0 | 233.0 | 98.0 | 2.660475 | palma |
9 | 48.0 | 123.0 | 97.0 | 197.0 | 554.0 | 686.0 | 684.0 | 420.0 | 222.0 | 99.0 | 1.031712 | palma |
B2 | B3 | B4 | B5 | B6 | B7 | B8 | B11 | B12 | DEM | Slopes | clase | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1560912 | 84.0 | 178.0 | 116.0 | 285.0 | 1024.0 | 1272.0 | 1358.0 | 580.0 | 259.0 | 1843.0 | 16.707354 | cafe_sombra |
1560913 | 84.0 | 178.0 | 116.0 | 285.0 | 1024.0 | 1272.0 | 1358.0 | 580.0 | 259.0 | 1848.0 | 13.366072 | cafe_sombra |
1560914 | 96.0 | 168.0 | 83.0 | 234.0 | 743.0 | 927.0 | 1344.0 | 464.0 | 206.0 | 1848.0 | 13.366072 | cafe_sombra |
1560915 | 116.0 | 205.0 | 116.0 | 413.0 | 1242.0 | 1603.0 | 1622.0 | 755.0 | 322.0 | 1857.0 | 13.088222 | cafe_sombra |
1560916 | 114.0 | 199.0 | 96.0 | 420.0 | 1395.0 | 1772.0 | 1673.0 | 726.0 | 328.0 | 1867.0 | 13.088222 | cafe_sombra |
1560917 | 114.0 | 199.0 | 96.0 | 420.0 | 1395.0 | 1772.0 | 1673.0 | 726.0 | 328.0 | 1867.0 | 15.050369 | cafe_sombra |
1560918 | 107.0 | 194.0 | 111.0 | 348.0 | 1130.0 | 1384.0 | 1668.0 | 621.0 | 286.0 | 1871.0 | 15.050369 | cafe_sombra |
1560919 | 140.0 | 252.0 | 129.0 | 653.0 | 2021.0 | 2471.0 | 1804.0 | 1206.0 | 555.0 | 1871.0 | 15.530117 | cafe_sombra |
1560920 | 140.0 | 252.0 | 129.0 | 653.0 | 2021.0 | 2471.0 | 1804.0 | 1206.0 | 555.0 | 1871.0 | 16.935495 | cafe_sombra |
1560921 | 133.0 | 236.0 | 111.0 | 565.0 | 1675.0 | 2101.0 | 1888.0 | 1011.0 | 464.0 | 1876.0 | 16.935495 | cafe_sombra |
Most frequently occurring
B2 | B3 | B4 | B5 | B6 | B7 | B8 | B11 | B12 | DEM | Slopes | clase | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.0 | 0.0 | -100.0 | 0.0 | 0.0 | -100.0 | -100.0 | -100.0 | -100.0 | -100.0 | -100.000000 | suelo_desnudo | 153423 |
0 | 0.0 | 0.0 | -100.0 | 0.0 | 0.0 | -100.0 | -100.0 | -100.0 | -100.0 | -100.0 | -100.000000 | ciudad | 115928 |
4247 | 37.0 | 54.0 | 38.0 | 51.0 | 33.0 | 38.0 | 31.0 | 23.0 | 19.0 | 57.0 | 0.000000 | agua | 6 |
4480 | 38.0 | 53.0 | 39.0 | 50.0 | 33.0 | 33.0 | 30.0 | 24.0 | 20.0 | 57.0 | 0.000000 | agua | 6 |
5109 | 40.0 | 57.0 | 40.0 | 53.0 | 25.0 | 29.0 | 23.0 | 18.0 | 16.0 | 57.0 | 0.000000 | agua | 6 |
5358 | 41.0 | 53.0 | 38.0 | 50.0 | 34.0 | 38.0 | 30.0 | 28.0 | 20.0 | 57.0 | 0.000000 | agua | 6 |
546 | 0.0 | 0.0 | -100.0 | 0.0 | 0.0 | -100.0 | -100.0 | -100.0 | -100.0 | -100.0 | 2.062771 | ciudad | 5 |
5781 | 42.0 | 57.0 | 40.0 | 59.0 | 27.0 | 33.0 | 24.0 | 22.0 | 14.0 | 57.0 | 0.000000 | agua | 5 |
3 | 0.0 | 0.0 | -100.0 | 0.0 | 0.0 | -100.0 | -100.0 | -100.0 | -100.0 | -100.0 | 0.000068 | ciudad | 4 |
8 | 0.0 | 0.0 | -100.0 | 0.0 | 0.0 | -100.0 | -100.0 | -100.0 | -100.0 | -100.0 | 0.010785 | ciudad | 4 |