Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 4.3 KiB |
Average record size in memory | 44.3 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 2 |
Dataset
Description | Sample |
---|---|
Author | ㈜지오시스템리서치 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT09GSR022 |
SAR_NM has constant value "" | Constant |
LYR_ATTRB_SE_CD has constant value "" | Constant |
PRDN_LO is highly overall correlated with PRDN_WTEM | High correlation |
PRDN_WTEM is highly overall correlated with PRDN_LO | High correlation |
Reproduction
Analysis started | 2024-01-14 07:02:13.964367 |
---|---|
Analysis finished | 2024-01-14 07:02:14.694575 |
Duration | 0.73 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
SAR_NM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
WSEA |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | WSEA |
---|---|
2nd row | WSEA |
3rd row | WSEA |
4th row | WSEA |
5th row | WSEA |
Common Values
Value | Count | Frequency (%) |
WSEA | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
wsea | 100 |
LYR_ATTRB_SE_CD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
TO |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | TO |
---|---|
2nd row | TO |
3rd row | TO |
4th row | TO |
5th row | TO |
Common Values
Value | Count | Frequency (%) |
TO | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
to | 100 |
PRDN_LA
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
32.9306 | |
---|---|
32.9445 | |
32.9167 | |
32.9584 |
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 32.9167 |
---|---|
2nd row | 32.9167 |
3rd row | 32.9167 |
4th row | 32.9167 |
5th row | 32.9167 |
Common Values
Value | Count | Frequency (%) |
32.9306 | 28 | |
32.9445 | 28 | |
32.9167 | 27 | |
32.9584 | 17 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
32.9306 | 28 | |
32.9445 | 28 | |
32.9167 | 27 | |
32.9584 | 17 |
PRDN_LO
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 28 |
---|---|
Distinct (%) | 28.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 124.6727 |
Minimum | 124.5 |
---|---|
Maximum | 124.8751 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 124.5 |
---|---|
5-th percentile | 124.5139 |
Q1 | 124.5834 |
median | 124.6667 |
Q3 | 124.764 |
95-th percentile | 124.84799 |
Maximum | 124.8751 |
Range | 0.3751 |
Interquartile range (IQR) | 0.1806 |
Descriptive statistics
Standard deviation | 0.10911255 |
---|---|
Coefficient of variation (CV) | 0.000875192 |
Kurtosis | -1.0977398 |
Mean | 124.6727 |
Median Absolute Deviation (MAD) | 0.0903 |
Skewness | 0.16396478 |
Sum | 12467.27 |
Variance | 0.011905548 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
124.5 | 4 | 4.0% |
124.625 | 4 | 4.0% |
124.7223 | 4 | 4.0% |
124.7084 | 4 | 4.0% |
124.5139 | 4 | 4.0% |
124.6806 | 4 | 4.0% |
124.6667 | 4 | 4.0% |
124.6528 | 4 | 4.0% |
124.6389 | 4 | 4.0% |
124.6945 | 4 | 4.0% |
Other values (18) | 60 |
Value | Count | Frequency (%) |
124.5 | 4 | |
124.5139 | 4 | |
124.5278 | 4 | |
124.5417 | 4 | |
124.5556 | 4 | |
124.5695 | 4 | |
124.5834 | 4 | |
124.5973 | 4 | |
124.6111 | 4 | |
124.625 | 4 |
Value | Count | Frequency (%) |
124.8751 | 2 | |
124.8612 | 3 | |
124.8473 | 3 | |
124.8334 | 3 | |
124.8196 | 3 | |
124.8057 | 3 | |
124.7918 | 3 | |
124.7779 | 3 | |
124.764 | 3 | |
124.7501 | 3 |
PRDN_WTEM
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.376594 |
Minimum | 11.0334 |
---|---|
Maximum | 11.9555 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 11.0334 |
---|---|
5-th percentile | 11.042495 |
Q1 | 11.080325 |
median | 11.1514 |
Q3 | 11.774825 |
95-th percentile | 11.92263 |
Maximum | 11.9555 |
Range | 0.9221 |
Interquartile range (IQR) | 0.6945 |
Descriptive statistics
Standard deviation | 0.35031359 |
---|---|
Coefficient of variation (CV) | 0.030792484 |
Kurtosis | -1.4508383 |
Mean | 11.376594 |
Median Absolute Deviation (MAD) | 0.10795 |
Skewness | 0.56526311 |
Sum | 1137.6594 |
Variance | 0.12271961 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11.0474 | 2 | 2.0% |
11.1244 | 2 | 2.0% |
11.1022 | 1 | 1.0% |
11.7776 | 1 | 1.0% |
11.6986 | 1 | 1.0% |
11.5981 | 1 | 1.0% |
11.4862 | 1 | 1.0% |
11.3146 | 1 | 1.0% |
11.176 | 1 | 1.0% |
11.1511 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
11.0334 | 1 | |
11.0337 | 1 | |
11.0343 | 1 | |
11.0405 | 1 | |
11.0424 | 1 | |
11.0425 | 1 | |
11.0428 | 1 | |
11.0441 | 1 | |
11.0456 | 1 | |
11.0461 | 1 |
Value | Count | Frequency (%) |
11.9555 | 1 | |
11.9435 | 1 | |
11.9379 | 1 | |
11.9366 | 1 | |
11.9327 | 1 | |
11.9221 | 1 | |
11.9215 | 1 | |
11.9189 | 1 | |
11.9164 | 1 | |
11.9161 | 1 |
PRDN_LA | PRDN_LO | PRDN_WTEM | |
---|---|---|---|
PRDN_LA | 1.000 | 0.000 | 0.000 |
PRDN_LO | 0.000 | 1.000 | 0.940 |
PRDN_WTEM | 0.000 | 0.940 | 1.000 |
PRDN_LO | PRDN_WTEM | PRDN_LA | |
---|---|---|---|
PRDN_LO | 1.000 | 0.992 | 0.000 |
PRDN_WTEM | 0.992 | 1.000 | 0.000 |
PRDN_LA | 0.000 | 0.000 | 1.000 |
SAR_NM | LYR_ATTRB_SE_CD | PRDN_LA | PRDN_LO | PRDN_WTEM | |
---|---|---|---|---|---|
0 | WSEA | TO | 32.9167 | 124.5 | 11.0462 |
1 | WSEA | TO | 32.9167 | 124.5139 | 11.0474 |
2 | WSEA | TO | 32.9167 | 124.5278 | 11.0474 |
3 | WSEA | TO | 32.9167 | 124.5417 | 11.0428 |
4 | WSEA | TO | 32.9167 | 124.5556 | 11.0566 |
5 | WSEA | TO | 32.9167 | 124.5695 | 11.0694 |
6 | WSEA | TO | 32.9167 | 124.5834 | 11.0831 |
7 | WSEA | TO | 32.9167 | 124.5973 | 11.0997 |
8 | WSEA | TO | 32.9167 | 124.6111 | 11.1122 |
9 | WSEA | TO | 32.9167 | 124.625 | 11.1244 |
SAR_NM | LYR_ATTRB_SE_CD | PRDN_LA | PRDN_LO | PRDN_WTEM | |
---|---|---|---|---|---|
90 | WSEA | TO | 32.9584 | 124.5973 | 11.0989 |
91 | WSEA | TO | 32.9584 | 124.6111 | 11.1116 |
92 | WSEA | TO | 32.9584 | 124.625 | 11.1244 |
93 | WSEA | TO | 32.9584 | 124.6389 | 11.138 |
94 | WSEA | TO | 32.9584 | 124.6528 | 11.1517 |
95 | WSEA | TO | 32.9584 | 124.6667 | 11.1658 |
96 | WSEA | TO | 32.9584 | 124.6806 | 11.2023 |
97 | WSEA | TO | 32.9584 | 124.6945 | 11.3671 |
98 | WSEA | TO | 32.9584 | 124.7084 | 11.5417 |
99 | WSEA | TO | 32.9584 | 124.7223 | 11.6595 |