Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 429 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 22.8 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=CT06OCN020 |
SPOT_LO is highly overall correlated with SPOT_AL and 1 other fields | 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 |
SLANT_DRC is highly overall correlated with SPOT_LO | High correlation |
SPOT_LO has unique values | Unique |
SPOT_LA has unique values | Unique |
Reproduction
Analysis started | 2024-03-13 12:38:26.957242 |
---|---|
Analysis finished | 2024-03-13 12:38:33.621875 |
Duration | 6.66 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
SPOT_LO
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 429 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.57806 |
Minimum | 126.57417 |
---|---|
Maximum | 126.57812 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 126.57417 |
---|---|
5-th percentile | 126.57805 |
Q1 | 126.57807 |
median | 126.57808 |
Q3 | 126.57809 |
95-th percentile | 126.57811 |
Maximum | 126.57812 |
Range | 0.0039469643 |
Interquartile range (IQR) | 2.4499638 × 10-5 |
Descriptive statistics
Standard deviation | 0.00026686662 |
---|---|
Coefficient of variation (CV) | 2.1083166 × 10-6 |
Kurtosis | 210.07508 |
Mean | 126.57806 |
Median Absolute Deviation (MAD) | 1.3235366 × 10-5 |
Skewness | -14.496196 |
Sum | 54301.988 |
Variance | 7.1217795 × 10-8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.574174957153 | 1 | 0.2% |
126.578046354967 | 1 | 0.2% |
126.57811522659 | 1 | 0.2% |
126.578113004614 | 1 | 0.2% |
126.578110782637 | 1 | 0.2% |
126.578108560661 | 1 | 0.2% |
126.578106338684 | 1 | 0.2% |
126.578104116707 | 1 | 0.2% |
126.578101894731 | 1 | 0.2% |
126.578099672754 | 1 | 0.2% |
Other values (419) | 419 |
Value | Count | Frequency (%) |
126.574174957153 | 1 | |
126.574174966891 | 1 | |
126.578037496011 | 1 | |
126.578039708338 | 1 | |
126.578039717988 | 1 | |
126.578041920664 | 1 | |
126.578041930314 | 1 | |
126.578041939964 | 1 | |
126.57804413299 | 1 | |
126.57804414264 | 1 |
Value | Count | Frequency (%) |
126.578121921465 | 1 | |
126.578119699489 | 1 | |
126.578119689841 | 1 | |
126.578117477513 | 1 | |
126.578117467864 | 1 | |
126.578117458216 | 1 | |
126.578115255536 | 1 | |
126.578115245888 | 1 | |
126.578115236239 | 1 | |
126.57811522659 | 1 |
SPOT_LA
Real number (ℝ)
UNIQUE
 
Distinct | 429 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.136971 |
Minimum | 36.133396 |
---|---|
Maximum | 36.137013 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 36.133396 |
---|---|
5-th percentile | 36.136975 |
Q1 | 36.13698 |
median | 36.136986 |
Q3 | 36.136993 |
95-th percentile | 36.137005 |
Maximum | 36.137013 |
Range | 0.0036168385 |
Interquartile range (IQR) | 1.278884 × 10-5 |
Descriptive statistics
Standard deviation | 0.00024505005 |
---|---|
Coefficient of variation (CV) | 6.7811453 × 10-6 |
Kurtosis | 211.37806 |
Mean | 36.136971 |
Median Absolute Deviation (MAD) | 7.1625458 × 10-6 |
Skewness | -14.563237 |
Sum | 15502.761 |
Variance | 6.0049527 × 10-8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.1333978756743 | 1 | 0.2% |
36.136980351618 | 1 | 0.2% |
36.1369823966374 | 1 | 0.2% |
36.1369823888108 | 1 | 0.2% |
36.1369823809843 | 1 | 0.2% |
36.1369823731576 | 1 | 0.2% |
36.136982365331 | 1 | 0.2% |
36.1369823575042 | 1 | 0.2% |
36.1369823496775 | 1 | 0.2% |
36.1369823418507 | 1 | 0.2% |
Other values (419) | 419 |
Value | Count | Frequency (%) |
36.1333960732968 | 1 | |
36.1333978756743 | 1 | |
36.1369749131746 | 1 | |
36.1369749210026 | 1 | |
36.1369749288305 | 1 | |
36.1369749366584 | 1 | |
36.1369749444862 | 1 | |
36.136974952314 | 1 | |
36.1369749601417 | 1 | |
36.1369749679694 | 1 |
Value | Count | Frequency (%) |
36.1370129118213 | 1 | |
36.1370111172712 | 1 | |
36.137011109444 | 1 | |
36.1370111016168 | 1 | |
36.1370093148939 | 1 | |
36.1370093070668 | 1 | |
36.1370092992395 | 1 | |
36.1370092914123 | 1 | |
36.1370075203438 | 1 | |
36.1370075125167 | 1 |
SPOT_AL
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 280 |
---|---|
Distinct (%) | 65.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.9097599 |
Minimum | 1.138 |
---|---|
Maximum | 2.146 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 1.138 |
---|---|
5-th percentile | 1.6198 |
Q1 | 1.832 |
median | 1.939 |
Q3 | 2.02 |
95-th percentile | 2.0902 |
Maximum | 2.146 |
Range | 1.008 |
Interquartile range (IQR) | 0.188 |
Descriptive statistics
Standard deviation | 0.14574196 |
---|---|
Coefficient of variation (CV) | 0.076314286 |
Kurtosis | 2.7641906 |
Mean | 1.9097599 |
Median Absolute Deviation (MAD) | 0.089 |
Skewness | -1.220515 |
Sum | 819.287 |
Variance | 0.02124072 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.879 | 7 | 1.6% |
2.041 | 5 | 1.2% |
1.964 | 5 | 1.2% |
1.939 | 5 | 1.2% |
1.972 | 4 | 0.9% |
1.894 | 4 | 0.9% |
1.92 | 4 | 0.9% |
1.979 | 4 | 0.9% |
1.998 | 4 | 0.9% |
1.988 | 4 | 0.9% |
Other values (270) | 383 |
Value | Count | Frequency (%) |
1.138 | 1 | |
1.148 | 1 | |
1.533 | 1 | |
1.549 | 1 | |
1.564 | 1 | |
1.565 | 1 | |
1.575 | 1 | |
1.578 | 1 | |
1.582 | 1 | |
1.584 | 1 |
Value | Count | Frequency (%) |
2.146 | 1 | |
2.144 | 1 | |
2.134 | 1 | |
2.125 | 1 | |
2.119 | 2 | |
2.111 | 1 | |
2.108 | 1 | |
2.106 | 1 | |
2.105 | 1 | |
2.103 | 1 |
GRDNT_RT
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 343 |
---|---|
Distinct (%) | 80.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.9012587 |
Minimum | 0.59 |
---|---|
Maximum | 23.3 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 0.59 |
---|---|
5-th percentile | 4.134 |
Q1 | 7.35 |
median | 8.65 |
Q3 | 10.1 |
95-th percentile | 14.496 |
Maximum | 23.3 |
Range | 22.71 |
Interquartile range (IQR) | 2.75 |
Descriptive statistics
Standard deviation | 3.0847851 |
---|---|
Coefficient of variation (CV) | 0.34655606 |
Kurtosis | 3.2555441 |
Mean | 8.9012587 |
Median Absolute Deviation (MAD) | 1.4 |
Skewness | 0.92813012 |
Sum | 3818.64 |
Variance | 9.5158993 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9.18 | 4 | 0.9% |
7.17 | 3 | 0.7% |
7.66 | 3 | 0.7% |
8.65 | 3 | 0.7% |
9.52 | 3 | 0.7% |
9.06 | 3 | 0.7% |
7.25 | 3 | 0.7% |
8.57 | 3 | 0.7% |
6.28 | 3 | 0.7% |
7.71 | 3 | 0.7% |
Other values (333) | 398 |
Value | Count | Frequency (%) |
0.59 | 1 | |
1.08 | 1 | |
1.37 | 1 | |
1.51 | 1 | |
1.81 | 1 | |
2.11 | 1 | |
2.13 | 1 | |
2.16 | 1 | |
2.24 | 1 | |
2.51 | 1 |
Value | Count | Frequency (%) |
23.3 | 1 | |
22.3 | 1 | |
21.1 | 1 | |
20.8 | 1 | |
19.85 | 1 | |
19.13 | 1 | |
17.95 | 1 | |
17.57 | 1 | |
17.24 | 1 | |
16.62 | 1 |
GRDNT_VAL
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 305 |
---|---|
Distinct (%) | 71.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.0816783 |
Minimum | 0.34 |
---|---|
Maximum | 13.11 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 0.34 |
---|---|
5-th percentile | 2.366 |
Q1 | 4.21 |
median | 4.95 |
Q3 | 5.77 |
95-th percentile | 8.248 |
Maximum | 13.11 |
Range | 12.77 |
Interquartile range (IQR) | 1.56 |
Descriptive statistics
Standard deviation | 1.745872 |
---|---|
Coefficient of variation (CV) | 0.34356209 |
Kurtosis | 3.1093345 |
Mean | 5.0816783 |
Median Absolute Deviation (MAD) | 0.8 |
Skewness | 0.88433675 |
Sum | 2180.04 |
Variance | 3.0480691 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.57 | 5 | 1.2% |
5.53 | 4 | 0.9% |
3.59 | 4 | 0.9% |
5.5 | 4 | 0.9% |
5.44 | 4 | 0.9% |
4.35 | 3 | 0.7% |
5.06 | 3 | 0.7% |
4.95 | 3 | 0.7% |
5.88 | 3 | 0.7% |
4.84 | 3 | 0.7% |
Other values (295) | 393 |
Value | Count | Frequency (%) |
0.34 | 1 | |
0.62 | 1 | |
0.78 | 1 | |
0.87 | 1 | |
1.04 | 1 | |
1.21 | 1 | |
1.22 | 1 | |
1.24 | 1 | |
1.28 | 1 | |
1.44 | 2 |
Value | Count | Frequency (%) |
13.11 | 1 | |
12.57 | 1 | |
11.92 | 1 | |
11.75 | 1 | |
11.23 | 1 | |
10.83 | 1 | |
10.17 | 1 | |
9.96 | 1 | |
9.78 | 1 | |
9.44 | 1 |
SLANT_DRC
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 404 |
---|---|
Distinct (%) | 94.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 240.41737 |
Minimum | 159.06 |
---|---|
Maximum | 278.75 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 159.06 |
---|---|
5-th percentile | 224.966 |
Q1 | 232.2 |
median | 238.63 |
Q3 | 245.25 |
95-th percentile | 269.382 |
Maximum | 278.75 |
Range | 119.69 |
Interquartile range (IQR) | 13.05 |
Descriptive statistics
Standard deviation | 14.500394 |
---|---|
Coefficient of variation (CV) | 0.060313421 |
Kurtosis | 5.4483709 |
Mean | 240.41737 |
Median Absolute Deviation (MAD) | 6.51 |
Skewness | -0.50490329 |
Sum | 103139.05 |
Variance | 210.26142 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
244.24 | 2 | 0.5% |
230.6 | 2 | 0.5% |
237.73 | 2 | 0.5% |
242.91 | 2 | 0.5% |
271.3 | 2 | 0.5% |
238.94 | 2 | 0.5% |
239.2 | 2 | 0.5% |
231.54 | 2 | 0.5% |
235.13 | 2 | 0.5% |
231.82 | 2 | 0.5% |
Other values (394) | 409 |
Value | Count | Frequency (%) |
159.06 | 1 | |
160.63 | 1 | |
179.08 | 1 | |
179.56 | 1 | |
194.41 | 1 | |
210.01 | 1 | |
215.45 | 1 | |
216.39 | 1 | |
217.41 | 1 | |
218.3 | 1 |
Value | Count | Frequency (%) |
278.75 | 1 | |
277.53 | 1 | |
276.43 | 1 | |
276.32 | 1 | |
275.64 | 1 | |
274.65 | 1 | |
274.46 | 1 | |
274.44 | 1 | |
273.76 | 1 | |
272.85 | 1 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
SPOT_LO | 1.000 | 0.923 | 1.000 | 0.043 | 0.064 | 0.000 |
SPOT_LA | 0.923 | 1.000 | 1.000 | 0.043 | 0.064 | 0.000 |
SPOT_AL | 1.000 | 1.000 | 1.000 | 0.504 | 0.516 | 0.424 |
GRDNT_RT | 0.043 | 0.043 | 0.504 | 1.000 | 0.999 | 0.515 |
GRDNT_VAL | 0.064 | 0.064 | 0.516 | 0.999 | 1.000 | 0.515 |
SLANT_DRC | 0.000 | 0.000 | 0.424 | 0.515 | 0.515 | 1.000 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
SPOT_LO | 1.000 | 0.095 | 0.909 | -0.225 | -0.225 | -0.508 |
SPOT_LA | 0.095 | 1.000 | 0.430 | -0.025 | -0.025 | -0.021 |
SPOT_AL | 0.909 | 0.430 | 1.000 | -0.215 | -0.215 | -0.432 |
GRDNT_RT | -0.225 | -0.025 | -0.215 | 1.000 | 1.000 | 0.344 |
GRDNT_VAL | -0.225 | -0.025 | -0.215 | 1.000 | 1.000 | 0.345 |
SLANT_DRC | -0.508 | -0.021 | -0.432 | 0.344 | 0.345 | 1.000 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
0 | 126.574175 | 36.133398 | 1.148 | 4.61 | 2.64 | 252.75 |
1 | 126.574175 | 36.133396 | 1.138 | 8.06 | 4.61 | 261.11 |
2 | 126.57808 | 36.137013 | 2.051 | 2.16 | 1.24 | 210.01 |
3 | 126.578077 | 36.137011 | 2.036 | 6.94 | 3.97 | 224.34 |
4 | 126.57808 | 36.137011 | 2.047 | 5.03 | 2.88 | 232.21 |
5 | 126.578082 | 36.137011 | 2.053 | 2.11 | 1.21 | 233.48 |
6 | 126.578075 | 36.137009 | 2.0 | 8.54 | 4.88 | 234.91 |
7 | 126.578077 | 36.137009 | 2.02 | 11.23 | 6.41 | 233.89 |
8 | 126.57808 | 36.137009 | 2.039 | 8.4 | 4.8 | 235.7 |
9 | 126.578082 | 36.137009 | 2.049 | 3.63 | 2.08 | 238.62 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
419 | 126.578075 | 36.136975 | 1.878 | 2.13 | 1.22 | 216.39 |
420 | 126.578077 | 36.136975 | 1.879 | 2.24 | 1.28 | 159.06 |
421 | 126.57808 | 36.136975 | 1.875 | 3.2 | 1.83 | 160.63 |
422 | 126.578082 | 36.136975 | 1.874 | 4.01 | 2.3 | 194.41 |
423 | 126.578084 | 36.136975 | 1.877 | 7.17 | 4.1 | 228.42 |
424 | 126.578086 | 36.136975 | 1.894 | 10.0 | 5.71 | 237.71 |
425 | 126.578089 | 36.136975 | 1.911 | 9.57 | 5.47 | 235.73 |
426 | 126.578091 | 36.136975 | 1.926 | 8.65 | 4.94 | 230.69 |
427 | 126.578093 | 36.136975 | 1.939 | 8.13 | 4.65 | 224.95 |
428 | 126.578095 | 36.136975 | 1.95 | 8.69 | 4.97 | 226.74 |