Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 424 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 22.5 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=CT06OCN005 |
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 and 1 other fields | High correlation |
GRDNT_VAL is highly overall correlated with GRDNT_RT and 1 other fields | High correlation |
SLANT_DRC is highly overall correlated with GRDNT_RT and 1 other fields | High correlation |
SPOT_LO has unique values | Unique |
SPOT_LA has unique values | Unique |
Reproduction
Analysis started | 2024-03-13 12:50:17.687029 |
---|---|
Analysis finished | 2024-03-13 12:50:23.880782 |
Duration | 6.19 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
SPOT_LO
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 424 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 129.39889 |
Minimum | 129.39883 |
---|---|
Maximum | 129.39895 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 129.39883 |
---|---|
5-th percentile | 129.39884 |
Q1 | 129.39886 |
median | 129.39889 |
Q3 | 129.39892 |
95-th percentile | 129.39894 |
Maximum | 129.39895 |
Range | 0.0001200928 |
Interquartile range (IQR) | 5.615005 × 10-5 |
Descriptive statistics
Standard deviation | 3.3444098 × 10-5 |
---|---|
Coefficient of variation (CV) | 2.5845737 × 10-7 |
Kurtosis | -1.1668728 |
Mean | 129.39889 |
Median Absolute Deviation (MAD) | 2.887995 × 10-5 |
Skewness | -0.04667088 |
Sum | 54865.131 |
Variance | 1.1185077 × 10-9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
129.3989067373 | 1 | 0.2% |
129.3988644534 | 1 | 0.2% |
129.3988600082 | 1 | 0.2% |
129.3988577856 | 1 | 0.2% |
129.398855563 | 1 | 0.2% |
129.3988533404 | 1 | 0.2% |
129.3988511178 | 1 | 0.2% |
129.3988488952 | 1 | 0.2% |
129.3988466727 | 1 | 0.2% |
129.3988444501 | 1 | 0.2% |
Other values (414) | 414 |
Value | Count | Frequency (%) |
129.3988310963 | 1 | |
129.3988333189 | 1 | |
129.398833328 | 1 | |
129.3988333371 | 1 | |
129.3988333462 | 1 | |
129.3988333554 | 1 | |
129.3988355415 | 1 | |
129.3988355506 | 1 | |
129.3988355597 | 1 | |
129.3988355688 | 1 |
Value | Count | Frequency (%) |
129.3989511891 | 1 | |
129.39895118 | 1 | |
129.3989511708 | 1 | |
129.3989489665 | 1 | |
129.3989489574 | 1 | |
129.3989489483 | 1 | |
129.3989489391 | 1 | |
129.39894893 | 1 | |
129.3989489209 | 1 | |
129.3989467439 | 1 |
SPOT_LA
Real number (ℝ)
UNIQUE
 
Distinct | 424 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.158454 |
Minimum | 36.158447 |
---|---|
Maximum | 36.158461 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 36.158447 |
---|---|
5-th percentile | 36.158447 |
Q1 | 36.15845 |
median | 36.158454 |
Q3 | 36.158457 |
95-th percentile | 36.15846 |
Maximum | 36.158461 |
Range | 1.44708 × 10-5 |
Interquartile range (IQR) | 7.2058 × 10-6 |
Descriptive statistics
Standard deviation | 4.2658326 × 10-6 |
---|---|
Coefficient of variation (CV) | 1.1797608 × 10-7 |
Kurtosis | -1.1442894 |
Mean | 36.158454 |
Median Absolute Deviation (MAD) | 3.60475 × 10-6 |
Skewness | 0 |
Sum | 15331.184 |
Variance | 1.8197328 × 10-11 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
36.1584611381 | 1 | 0.2% |
36.1584504645 | 1 | 0.2% |
36.1584504793 | 1 | 0.2% |
36.1584504867 | 1 | 0.2% |
36.1584504941 | 1 | 0.2% |
36.1584505015 | 1 | 0.2% |
36.1584505089 | 1 | 0.2% |
36.1584505163 | 1 | 0.2% |
36.1584505237 | 1 | 0.2% |
36.1584505312 | 1 | 0.2% |
Other values (414) | 414 |
Value | Count | Frequency (%) |
36.1584466673 | 1 | |
36.1584466747 | 1 | |
36.1584466821 | 1 | |
36.1584466895 | 1 | |
36.1584466969 | 1 | |
36.1584467043 | 1 | |
36.1584467117 | 1 | |
36.1584467191 | 1 | |
36.1584467265 | 1 | |
36.1584467339 | 1 |
Value | Count | Frequency (%) |
36.1584611381 | 1 | |
36.1584611307 | 1 | |
36.1584611233 | 1 | |
36.1584611159 | 1 | |
36.1584611085 | 1 | |
36.1584611011 | 1 | |
36.1584610937 | 1 | |
36.1584610863 | 1 | |
36.1584610789 | 1 | |
36.1584610715 | 1 |
SPOT_AL
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 51 |
---|---|
Distinct (%) | 12.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -0.39046462 |
Minimum | -0.622 |
---|---|
Maximum | 0.666 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 352 |
Negative (%) | 83.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | -0.622 |
---|---|
5-th percentile | -0.612 |
Q1 | -0.606 |
median | -0.572 |
Q3 | -0.319 |
95-th percentile | 0.392 |
Maximum | 0.666 |
Range | 1.288 |
Interquartile range (IQR) | 0.287 |
Descriptive statistics
Standard deviation | 0.33823957 |
---|---|
Coefficient of variation (CV) | -0.86624896 |
Kurtosis | 1.1677616 |
Mean | -0.39046462 |
Median Absolute Deviation (MAD) | 0.04 |
Skewness | 1.5782149 |
Sum | -165.557 |
Variance | 0.11440601 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-0.612 | 77 | |
-0.606 | 50 | 11.8% |
-0.572 | 29 | 6.8% |
-0.587 | 26 | 6.1% |
-0.529 | 19 | 4.5% |
-0.622 | 18 | 4.2% |
-0.467 | 15 | 3.5% |
-0.586 | 12 | 2.8% |
-0.443 | 10 | 2.4% |
-0.506 | 10 | 2.4% |
Other values (41) | 158 |
Value | Count | Frequency (%) |
-0.622 | 18 | 4.2% |
-0.612 | 77 | |
-0.606 | 50 | |
-0.595 | 4 | 0.9% |
-0.589 | 1 | 0.2% |
-0.587 | 26 | 6.1% |
-0.586 | 12 | 2.8% |
-0.572 | 29 | 6.8% |
-0.571 | 8 | 1.9% |
-0.555 | 8 | 1.9% |
Value | Count | Frequency (%) |
0.666 | 1 | 0.2% |
0.618 | 1 | 0.2% |
0.602 | 1 | 0.2% |
0.558 | 7 | |
0.512 | 3 | |
0.483 | 1 | 0.2% |
0.438 | 6 | |
0.392 | 3 | |
0.349 | 6 | |
0.348 | 1 | 0.2% |
GRDNT_RT
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 247 |
---|---|
Distinct (%) | 58.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.909575 |
Minimum | 0.02 |
---|---|
Maximum | 59.66 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 0.02 |
---|---|
5-th percentile | 0.03 |
Q1 | 0.11 |
median | 4.125 |
Q3 | 23.275 |
95-th percentile | 43.1715 |
Maximum | 59.66 |
Range | 59.64 |
Interquartile range (IQR) | 23.165 |
Descriptive statistics
Standard deviation | 15.308587 |
---|---|
Coefficient of variation (CV) | 1.2854016 |
Kurtosis | -0.035939175 |
Mean | 11.909575 |
Median Absolute Deviation (MAD) | 4.085 |
Skewness | 1.1535233 |
Sum | 5049.66 |
Variance | 234.35283 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.04 | 35 | 8.3% |
0.05 | 22 | 5.2% |
0.03 | 21 | 5.0% |
1.6 | 7 | 1.7% |
0.06 | 7 | 1.7% |
0.93 | 6 | 1.4% |
1.14 | 6 | 1.4% |
0.53 | 5 | 1.2% |
0.1 | 5 | 1.2% |
4.22 | 5 | 1.2% |
Other values (237) | 305 |
Value | Count | Frequency (%) |
0.02 | 3 | 0.7% |
0.03 | 21 | |
0.04 | 35 | |
0.05 | 22 | |
0.06 | 7 | 1.7% |
0.07 | 4 | 0.9% |
0.08 | 4 | 0.9% |
0.09 | 3 | 0.7% |
0.1 | 5 | 1.2% |
0.11 | 4 | 0.9% |
Value | Count | Frequency (%) |
59.66 | 1 | |
56.61 | 1 | |
52.68 | 1 | |
50.85 | 1 | |
50.62 | 1 | |
49.78 | 1 | |
49.59 | 1 | |
49.11 | 1 | |
48.99 | 1 | |
48.3 | 1 |
GRDNT_VAL
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 225 |
---|---|
Distinct (%) | 53.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.5781604 |
Minimum | 0.01 |
---|---|
Maximum | 30.82 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 0.01 |
---|---|
5-th percentile | 0.02 |
Q1 | 0.06 |
median | 2.36 |
Q3 | 13.1025 |
95-th percentile | 23.3515 |
Maximum | 30.82 |
Range | 30.81 |
Interquartile range (IQR) | 13.0425 |
Descriptive statistics
Standard deviation | 8.3172676 |
---|---|
Coefficient of variation (CV) | 1.2643759 |
Kurtosis | -0.24509771 |
Mean | 6.5781604 |
Median Absolute Deviation (MAD) | 2.335 |
Skewness | 1.0932624 |
Sum | 2789.14 |
Variance | 69.17694 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.02 | 54 | 12.7% |
0.03 | 29 | 6.8% |
0.04 | 8 | 1.9% |
2.42 | 7 | 1.7% |
0.06 | 7 | 1.7% |
0.53 | 7 | 1.7% |
0.07 | 6 | 1.4% |
2.05 | 6 | 1.4% |
0.05 | 6 | 1.4% |
3.72 | 6 | 1.4% |
Other values (215) | 288 |
Value | Count | Frequency (%) |
0.01 | 3 | 0.7% |
0.02 | 54 | |
0.03 | 29 | |
0.04 | 8 | 1.9% |
0.05 | 6 | 1.4% |
0.06 | 7 | 1.7% |
0.07 | 6 | 1.4% |
0.08 | 6 | 1.4% |
0.09 | 2 | 0.5% |
0.1 | 2 | 0.5% |
Value | Count | Frequency (%) |
30.82 | 1 | |
29.52 | 1 | |
27.78 | 1 | |
26.95 | 1 | |
26.85 | 1 | |
26.46 | 1 | |
26.38 | 1 | |
26.16 | 1 | |
26.1 | 1 | |
25.78 | 1 |
SLANT_DRC
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 380 |
---|---|
Distinct (%) | 89.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 97.388632 |
Minimum | 46.74 |
---|---|
Maximum | 144.27 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 46.74 |
---|---|
5-th percentile | 63.7245 |
Q1 | 78.175 |
median | 90.345 |
Q3 | 116.7125 |
95-th percentile | 135.1155 |
Maximum | 144.27 |
Range | 97.53 |
Interquartile range (IQR) | 38.5375 |
Descriptive statistics
Standard deviation | 23.842642 |
---|---|
Coefficient of variation (CV) | 0.24481956 |
Kurtosis | -1.0339201 |
Mean | 97.388632 |
Median Absolute Deviation (MAD) | 18.52 |
Skewness | 0.17654333 |
Sum | 41292.78 |
Variance | 568.47158 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
90.03 | 7 | 1.7% |
90.06 | 6 | 1.4% |
90.07 | 5 | 1.2% |
89.83 | 3 | 0.7% |
90.05 | 3 | 0.7% |
90.02 | 3 | 0.7% |
135.01 | 3 | 0.7% |
89.82 | 2 | 0.5% |
79.52 | 2 | 0.5% |
89.73 | 2 | 0.5% |
Other values (370) | 388 |
Value | Count | Frequency (%) |
46.74 | 1 | |
47.39 | 1 | |
47.79 | 1 | |
47.94 | 1 | |
48.91 | 1 | |
54.49 | 1 | |
54.87 | 1 | |
56.74 | 1 | |
57.0 | 1 | |
57.57 | 1 |
Value | Count | Frequency (%) |
144.27 | 1 | |
142.51 | 1 | |
142.08 | 1 | |
141.94 | 1 | |
141.33 | 1 | |
139.96 | 1 | |
138.37 | 1 | |
138.24 | 1 | |
137.96 | 1 | |
137.47 | 1 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
SPOT_LO | 1.000 | 0.237 | 0.927 | 0.586 | 0.634 | 0.629 |
SPOT_LA | 0.237 | 1.000 | 0.000 | 0.262 | 0.222 | 0.307 |
SPOT_AL | 0.927 | 0.000 | 1.000 | 0.382 | 0.455 | 0.461 |
GRDNT_RT | 0.586 | 0.262 | 0.382 | 1.000 | 0.981 | 0.750 |
GRDNT_VAL | 0.634 | 0.222 | 0.455 | 0.981 | 1.000 | 0.779 |
SLANT_DRC | 0.629 | 0.307 | 0.461 | 0.750 | 0.779 | 1.000 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
SPOT_LO | 1.000 | 0.127 | -0.994 | 0.070 | 0.074 | 0.036 |
SPOT_LA | 0.127 | 1.000 | -0.091 | -0.149 | -0.144 | 0.067 |
SPOT_AL | -0.994 | -0.091 | 1.000 | -0.083 | -0.088 | -0.020 |
GRDNT_RT | 0.070 | -0.149 | -0.083 | 1.000 | 0.999 | -0.842 |
GRDNT_VAL | 0.074 | -0.144 | -0.088 | 0.999 | 1.000 | -0.842 |
SLANT_DRC | 0.036 | 0.067 | -0.020 | -0.842 | -0.842 | 1.000 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
0 | 129.398907 | 36.158461 | -0.587 | 0.05 | 0.03 | 115.45 |
1 | 129.398909 | 36.158461 | -0.587 | 4.15 | 2.37 | 99.96 |
2 | 129.398911 | 36.158461 | -0.587 | 4.97 | 2.85 | 106.41 |
3 | 129.398913 | 36.158461 | -0.595 | 1.01 | 0.58 | 134.28 |
4 | 129.398916 | 36.158461 | -0.606 | 0.03 | 0.02 | 114.05 |
5 | 129.398918 | 36.158461 | -0.606 | 0.03 | 0.02 | 114.92 |
6 | 129.39892 | 36.158461 | -0.606 | 0.03 | 0.02 | 117.88 |
7 | 129.398922 | 36.158461 | -0.606 | 1.14 | 0.65 | 108.77 |
8 | 129.398925 | 36.158461 | -0.606 | 1.6 | 0.91 | 116.62 |
9 | 129.398927 | 36.158461 | -0.606 | 0.53 | 0.3 | 133.93 |
SPOT_LO | SPOT_LA | SPOT_AL | GRDNT_RT | GRDNT_VAL | SLANT_DRC | |
---|---|---|---|---|---|---|
414 | 129.398902 | 36.158447 | -0.587 | 41.13 | 22.36 | 74.22 |
415 | 129.398904 | 36.158447 | -0.587 | 33.7 | 18.63 | 75.36 |
416 | 129.398907 | 36.158447 | -0.587 | 25.9 | 14.52 | 85.51 |
417 | 129.398909 | 36.158447 | -0.595 | 26.3 | 14.74 | 89.75 |
418 | 129.398911 | 36.158447 | -0.606 | 17.8 | 10.09 | 84.96 |
419 | 129.398913 | 36.158447 | -0.606 | 34.48 | 19.02 | 74.02 |
420 | 129.398916 | 36.158447 | -0.606 | 48.3 | 25.78 | 67.9 |
421 | 129.398918 | 36.158447 | -0.606 | 36.35 | 19.97 | 60.27 |
422 | 129.39892 | 36.158447 | -0.606 | 36.23 | 19.92 | 63.2 |
423 | 129.398922 | 36.158447 | -0.612 | 32.83 | 18.17 | 66.86 |