Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 511 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 27.1 KiB |
Average record size in memory | 54.3 B |
Variable types
Numeric | 6 |
---|
Dataset
Description | Sample |
---|---|
Author | ㈜오셔닉 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT06OCN004 |
SPOT_LO is highly overall correlated with SPOT_AL | High correlation |
SPOT_AL is highly overall correlated with SPOT_LO | High correlation |
GRDNT_RT is highly overall correlated with GRDNT_VAL | High correlation |
GRDNT_VAL is highly overall correlated with GRDNT_RT | High correlation |
SPOT_LO has unique values | Unique |
SPOT_LA has unique values | Unique |
Reproduction
Analysis started | 2024-03-13 12:31:09.643761 |
---|---|
Analysis finished | 2024-03-13 12:31:17.264836 |
Duration | 7.62 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
SPOT_LO
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 511 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 129.32042 |
Minimum | 129.32037 |
---|---|
Maximum | 129.32046 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.6 KiB |
Quantile statistics
Minimum | 129.32037 |
---|---|
5-th percentile | 129.32038 |
Q1 | 129.3204 |
median | 129.32042 |
Q3 | 129.32044 |
95-th percentile | 129.32045 |
Maximum | 129.32046 |
Range | 9.01923 × 10-5 |
Interquartile range (IQR) | 3.60785 × 10-5 |
Descriptive statistics
Standard deviation | 2.2441493 × 10-5 |
---|---|
Coefficient of variation (CV) | 1.7353403 × 10-7 |
Kurtosis | -0.89868014 |
Mean | 129.32042 |
Median Absolute Deviation (MAD) | 1.80125 × 10-5 |
Skewness | -0.31150307 |
Sum | 66082.735 |
Variance | 5.0362062 × 10-10 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
129.3204368467 | 1 | 0.2% |
129.320439102 | 1 | 0.2% |
129.3203803399 | 1 | 0.2% |
129.3203780845 | 1 | 0.2% |
129.3203758291 | 1 | 0.2% |
129.3203735737 | 1 | 0.2% |
129.3204570305 | 1 | 0.2% |
129.3204547751 | 1 | 0.2% |
129.3204525197 | 1 | 0.2% |
129.3204502643 | 1 | 0.2% |
Other values (501) | 501 |
Value | Count | Frequency (%) |
129.320371326 | 1 | |
129.3203735508 | 1 | |
129.3203735584 | 1 | |
129.3203735661 | 1 | |
129.3203735737 | 1 | |
129.3203735814 | 1 | |
129.320373589 | 1 | |
129.3203757985 | 1 | |
129.3203758062 | 1 | |
129.3203758138 | 1 |
Value | Count | Frequency (%) |
129.3204615183 | 1 | |
129.3204615107 | 1 | |
129.3204592782 | 1 | |
129.3204592706 | 1 | |
129.3204592629 | 1 | |
129.3204592553 | 1 | |
129.3204570381 | 1 | |
129.3204570305 | 1 | |
129.3204570228 | 1 | |
129.3204570152 | 1 |
SPOT_LA
Real number (ℝ)
UNIQUE
 
Distinct | 511 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.287508 |
Minimum | 37.287494 |
---|---|
Maximum | 37.28753 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.6 KiB |
Quantile statistics
Minimum | 37.287494 |
---|---|
5-th percentile | 37.287496 |
Q1 | 37.287501 |
median | 37.287507 |
Q3 | 37.287514 |
95-th percentile | 37.287525 |
Maximum | 37.28753 |
Range | 3.59067 × 10-5 |
Interquartile range (IQR) | 1.27181 × 10-5 |
Descriptive statistics
Standard deviation | 8.8074581 × 10-6 |
---|---|
Coefficient of variation (CV) | 2.3620399 × 10-7 |
Kurtosis | -0.66592654 |
Mean | 37.287508 |
Median Absolute Deviation (MAD) | 7.141 × 10-6 |
Skewness | 0.48950494 |
Sum | 19053.917 |
Variance | 7.7571318 × 10-11 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
37.2875302738 | 1 | 0.2% |
37.2875302677 | 1 | 0.2% |
37.2875015936 | 1 | 0.2% |
37.2875015998 | 1 | 0.2% |
37.2875016059 | 1 | 0.2% |
37.287501612 | 1 | 0.2% |
37.2875031881 | 1 | 0.2% |
37.2875031942 | 1 | 0.2% |
37.2875032003 | 1 | 0.2% |
37.2875032064 | 1 | 0.2% |
Other values (501) | 501 |
Value | Count | Frequency (%) |
37.2874943671 | 1 | |
37.2874943732 | 1 | |
37.2874943793 | 1 | |
37.2874943854 | 1 | |
37.2874943916 | 1 | |
37.2874943977 | 1 | |
37.2874959677 | 1 | |
37.2874959738 | 1 | |
37.2874959799 | 1 | |
37.287495986 | 1 |
Value | Count | Frequency (%) |
37.2875302738 | 1 | |
37.2875302677 | 1 | |
37.2875302616 | 1 | |
37.287528484 | 1 | |
37.2875284779 | 1 | |
37.2875284718 | 1 | |
37.2875284656 | 1 | |
37.2875284595 | 1 | |
37.2875284534 | 1 | |
37.2875266941 | 1 |
SPOT_AL
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 467 |
---|---|
Distinct (%) | 91.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.1955519 |
Minimum | -1.002 |
---|---|
Maximum | 17.907 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 143 |
Negative (%) | 28.0% |
Memory size | 4.6 KiB |
Quantile statistics
Minimum | -1.002 |
---|---|
5-th percentile | -0.7545 |
Q1 | -0.049 |
median | 0.973 |
Q3 | 2.0345 |
95-th percentile | 4.367 |
Maximum | 17.907 |
Range | 18.909 |
Interquartile range (IQR) | 2.0835 |
Descriptive statistics
Standard deviation | 1.6706577 |
---|---|
Coefficient of variation (CV) | 1.3973946 |
Kurtosis | 18.773899 |
Mean | 1.1955519 |
Median Absolute Deviation (MAD) | 1.025 |
Skewness | 2.5064321 |
Sum | 610.927 |
Variance | 2.7910971 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.008 | 4 | 0.8% |
-0.049 | 4 | 0.8% |
-0.053 | 3 | 0.6% |
1.385 | 3 | 0.6% |
-0.711 | 3 | 0.6% |
-0.757 | 3 | 0.6% |
-0.16 | 2 | 0.4% |
-0.032 | 2 | 0.4% |
-0.056 | 2 | 0.4% |
-0.052 | 2 | 0.4% |
Other values (457) | 483 |
Value | Count | Frequency (%) |
-1.002 | 1 | |
-1.0 | 1 | |
-0.994 | 1 | |
-0.992 | 1 | |
-0.98 | 1 | |
-0.972 | 1 | |
-0.957 | 1 | |
-0.946 | 1 | |
-0.931 | 1 | |
-0.929 | 1 |
Value | Count | Frequency (%) |
17.907 | 1 | |
5.522 | 1 | |
5.472 | 1 | |
5.466 | 1 | |
5.459 | 1 | |
5.438 | 1 | |
4.751 | 1 | |
4.735 | 1 | |
4.689 | 1 | |
4.648 | 1 |
GRDNT_RT
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 505 |
---|---|
Distinct (%) | 98.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 119.89935 |
Minimum | 2.29 |
---|---|
Maximum | 1062.05 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.6 KiB |
Quantile statistics
Minimum | 2.29 |
---|---|
5-th percentile | 21.12 |
Q1 | 50.23 |
median | 78.65 |
Q3 | 144.39 |
95-th percentile | 346.65 |
Maximum | 1062.05 |
Range | 1059.76 |
Interquartile range (IQR) | 94.16 |
Descriptive statistics
Standard deviation | 120.67888 |
---|---|
Coefficient of variation (CV) | 1.0065015 |
Kurtosis | 12.457994 |
Mean | 119.89935 |
Median Absolute Deviation (MAD) | 38.42 |
Skewness | 2.9242301 |
Sum | 61268.57 |
Variance | 14563.391 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
64.67 | 2 | 0.4% |
50.23 | 2 | 0.4% |
21.54 | 2 | 0.4% |
88.96 | 2 | 0.4% |
91.46 | 2 | 0.4% |
21.33 | 2 | 0.4% |
174.05 | 1 | 0.2% |
358.24 | 1 | 0.2% |
309.56 | 1 | 0.2% |
43.57 | 1 | 0.2% |
Other values (495) | 495 |
Value | Count | Frequency (%) |
2.29 | 1 | |
4.29 | 1 | |
6.54 | 1 | |
7.37 | 1 | |
7.42 | 1 | |
7.97 | 1 | |
8.69 | 1 | |
10.45 | 1 | |
11.67 | 1 | |
11.83 | 1 |
Value | Count | Frequency (%) |
1062.05 | 1 | |
729.46 | 1 | |
710.84 | 1 | |
708.44 | 1 | |
649.92 | 1 | |
637.47 | 1 | |
634.44 | 1 | |
559.89 | 1 | |
556.94 | 1 | |
540.26 | 1 |
GRDNT_VAL
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 490 |
---|---|
Distinct (%) | 95.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 40.834795 |
Minimum | 1.31 |
---|---|
Maximum | 84.62 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.6 KiB |
Quantile statistics
Minimum | 1.31 |
---|---|
5-th percentile | 11.925 |
Q1 | 26.67 |
median | 38.19 |
Q3 | 55.295 |
95-th percentile | 73.91 |
Maximum | 84.62 |
Range | 83.31 |
Interquartile range (IQR) | 28.625 |
Descriptive statistics
Standard deviation | 19.09474 |
---|---|
Coefficient of variation (CV) | 0.46760956 |
Kurtosis | -0.76436348 |
Mean | 40.834795 |
Median Absolute Deviation (MAD) | 13.99 |
Skewness | 0.24852181 |
Sum | 20866.58 |
Variance | 364.6091 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
64.66 | 3 | 0.6% |
32.61 | 2 | 0.4% |
12.15 | 2 | 0.4% |
15.9 | 2 | 0.4% |
29.1 | 2 | 0.4% |
32.89 | 2 | 0.4% |
30.87 | 2 | 0.4% |
35.44 | 2 | 0.4% |
41.18 | 2 | 0.4% |
26.67 | 2 | 0.4% |
Other values (480) | 490 |
Value | Count | Frequency (%) |
1.31 | 1 | |
2.45 | 1 | |
3.74 | 1 | |
4.22 | 1 | |
4.24 | 1 | |
4.56 | 1 | |
4.96 | 1 | |
5.97 | 1 | |
6.66 | 1 | |
6.75 | 1 |
Value | Count | Frequency (%) |
84.62 | 1 | |
82.19 | 1 | |
81.99 | 1 | |
81.97 | 1 | |
81.25 | 1 | |
81.08 | 1 | |
81.04 | 1 | |
79.87 | 1 | |
79.82 | 1 | |
79.51 | 1 |
SLANT_DRC
Real number (ℝ)
Distinct | 505 |
---|---|
Distinct (%) | 98.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 103.32577 |
Minimum | 0.5 |
---|---|
Maximum | 357.79 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.6 KiB |
Quantile statistics
Minimum | 0.5 |
---|---|
5-th percentile | 16.005 |
Q1 | 63.185 |
median | 88.59 |
Q3 | 112.33 |
95-th percentile | 271.62 |
Maximum | 357.79 |
Range | 357.29 |
Interquartile range (IQR) | 49.145 |
Descriptive statistics
Standard deviation | 74.40862 |
---|---|
Coefficient of variation (CV) | 0.72013611 |
Kurtosis | 2.7513347 |
Mean | 103.32577 |
Median Absolute Deviation (MAD) | 24.63 |
Skewness | 1.6636638 |
Sum | 52799.47 |
Variance | 5536.6427 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
87.73 | 2 | 0.4% |
97.27 | 2 | 0.4% |
91.46 | 2 | 0.4% |
105.23 | 2 | 0.4% |
72.2 | 2 | 0.4% |
85.53 | 2 | 0.4% |
240.59 | 1 | 0.2% |
196.15 | 1 | 0.2% |
247.35 | 1 | 0.2% |
208.65 | 1 | 0.2% |
Other values (495) | 495 |
Value | Count | Frequency (%) |
0.5 | 1 | |
1.23 | 1 | |
1.58 | 1 | |
3.63 | 1 | |
3.68 | 1 | |
4.61 | 1 | |
4.64 | 1 | |
4.65 | 1 | |
4.9 | 1 | |
5.73 | 1 |
Value | Count | Frequency (%) |
357.79 | 1 | |
356.38 | 1 | |
356.08 | 1 | |
355.82 | 1 | |
354.34 | 1 | |
352.56 | 1 | |
352.08 | 1 | |
350.19 | 1 | |
347.75 | 1 | |
347.47 | 1 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
SPOT_LO | 1.000 | 0.327 | 0.912 | 0.292 | 0.512 | 0.555 |
SPOT_LA | 0.327 | 1.000 | 0.325 | 0.459 | 0.674 | 0.783 |
SPOT_AL | 0.912 | 0.325 | 1.000 | 0.237 | 0.367 | 0.434 |
GRDNT_RT | 0.292 | 0.459 | 0.237 | 1.000 | 0.815 | 0.420 |
GRDNT_VAL | 0.512 | 0.674 | 0.367 | 0.815 | 1.000 | 0.649 |
SLANT_DRC | 0.555 | 0.783 | 0.434 | 0.420 | 0.649 | 1.000 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
SPOT_LO | 1.000 | 0.197 | -0.979 | -0.221 | -0.221 | 0.292 |
SPOT_LA | 0.197 | 1.000 | -0.186 | -0.488 | -0.488 | 0.262 |
SPOT_AL | -0.979 | -0.186 | 1.000 | 0.210 | 0.210 | -0.290 |
GRDNT_RT | -0.221 | -0.488 | 0.210 | 1.000 | 1.000 | -0.436 |
GRDNT_VAL | -0.221 | -0.488 | 0.210 | 1.000 | 1.000 | -0.436 |
SLANT_DRC | 0.292 | 0.262 | -0.290 | -0.436 | -0.436 | 1.000 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
0 | 129.320437 | 37.28753 | -0.16 | 7.42 | 4.24 | 8.58 |
1 | 129.320439 | 37.28753 | -0.156 | 15.34 | 8.72 | 326.81 |
2 | 129.320441 | 37.28753 | -0.177 | 13.44 | 7.65 | 331.12 |
3 | 129.320432 | 37.287528 | -0.194 | 15.15 | 8.61 | 347.75 |
4 | 129.320435 | 37.287528 | -0.169 | 21.29 | 12.02 | 352.08 |
5 | 129.320437 | 37.287528 | -0.155 | 222.28 | 65.78 | 43.2 |
6 | 129.320439 | 37.287528 | -0.147 | 91.46 | 42.44 | 32.13 |
7 | 129.320441 | 37.287528 | -0.16 | 29.02 | 16.18 | 355.82 |
8 | 129.320444 | 37.287528 | -0.164 | 22.71 | 12.79 | 347.47 |
9 | 129.320428 | 37.287527 | -0.061 | 20.58 | 11.63 | 344.53 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
501 | 129.320455 | 37.287496 | -0.895 | 347.07 | 73.93 | 38.12 |
502 | 129.320457 | 37.287496 | -0.282 | 128.47 | 52.1 | 13.75 |
503 | 129.320459 | 37.287496 | -0.087 | 164.01 | 58.63 | 10.94 |
504 | 129.320462 | 37.287496 | -0.007 | 216.51 | 65.21 | 20.97 |
505 | 129.320376 | 37.287494 | 4.751 | 263.94 | 69.25 | 19.49 |
506 | 129.320378 | 37.287494 | 4.581 | 340.22 | 73.62 | 26.82 |
507 | 129.32038 | 37.287494 | 4.443 | 416.42 | 76.5 | 29.32 |
508 | 129.320383 | 37.287494 | 4.362 | 380.04 | 75.26 | 23.47 |
509 | 129.320385 | 37.287494 | 4.144 | 267.66 | 69.51 | 19.03 |
510 | 129.320387 | 37.287494 | 4.0 | 188.27 | 62.03 | 7.26 |