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=CT09GSR023 |
SAR_NM has constant value "" | Constant |
LYR_ATTRB_SE_CD has constant value "" | Constant |
PRDN_LO is highly overall correlated with OC_STS_WTEM | High correlation |
OC_STS_WTEM is highly overall correlated with PRDN_LO | High correlation |
OC_STS_WTEM has unique values | Unique |
Reproduction
Analysis started | 2024-03-13 12:42:03.562088 |
---|---|
Analysis finished | 2024-03-13 12:42:04.546813 |
Duration | 0.98 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 |
OC_STS_WTEM
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.16302 |
Minimum | 11.8157 |
---|---|
Maximum | 12.6978 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 11.8157 |
---|---|
5-th percentile | 11.851925 |
Q1 | 11.90545 |
median | 12.1238 |
Q3 | 12.38105 |
95-th percentile | 12.626645 |
Maximum | 12.6978 |
Range | 0.8821 |
Interquartile range (IQR) | 0.4756 |
Descriptive statistics
Standard deviation | 0.26864236 |
---|---|
Coefficient of variation (CV) | 0.022086814 |
Kurtosis | -1.185286 |
Mean | 12.16302 |
Median Absolute Deviation (MAD) | 0.2308 |
Skewness | 0.41716847 |
Sum | 1216.302 |
Variance | 0.072168716 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11.8157 | 1 | 1.0% |
11.9827 | 1 | 1.0% |
12.4104 | 1 | 1.0% |
12.3751 | 1 | 1.0% |
12.339 | 1 | 1.0% |
12.3004 | 1 | 1.0% |
12.2617 | 1 | 1.0% |
12.2216 | 1 | 1.0% |
12.1777 | 1 | 1.0% |
12.1288 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
11.8157 | 1 | |
11.8322 | 1 | |
11.8352 | 1 | |
11.8441 | 1 | |
11.8467 | 1 | |
11.8522 | 1 | |
11.8526 | 1 | |
11.8556 | 1 | |
11.86 | 1 | |
11.8623 | 1 |
Value | Count | Frequency (%) |
12.6978 | 1 | |
12.6874 | 1 | |
12.6631 | 1 | |
12.6528 | 1 | |
12.6294 | 1 | |
12.6265 | 1 | |
12.6163 | 1 | |
12.5924 | 1 | |
12.5891 | 1 | |
12.5792 | 1 |
PRDN_LA | PRDN_LO | OC_STS_WTEM | |
---|---|---|---|
PRDN_LA | 1.000 | 0.000 | 0.000 |
PRDN_LO | 0.000 | 1.000 | 0.973 |
OC_STS_WTEM | 0.000 | 0.973 | 1.000 |
PRDN_LO | OC_STS_WTEM | PRDN_LA | |
---|---|---|---|
PRDN_LO | 1.000 | 0.997 | 0.000 |
OC_STS_WTEM | 0.997 | 1.000 | 0.000 |
PRDN_LA | 0.000 | 0.000 | 1.000 |
SAR_NM | LYR_ATTRB_SE_CD | PRDN_LA | PRDN_LO | OC_STS_WTEM | |
---|---|---|---|---|---|
0 | WSEA | TO | 32.9167 | 124.5 | 11.8157 |
1 | WSEA | TO | 32.9167 | 124.5139 | 11.8322 |
2 | WSEA | TO | 32.9167 | 124.5278 | 11.8441 |
3 | WSEA | TO | 32.9167 | 124.5417 | 11.8526 |
4 | WSEA | TO | 32.9167 | 124.5556 | 11.8654 |
5 | WSEA | TO | 32.9167 | 124.5695 | 11.8816 |
6 | WSEA | TO | 32.9167 | 124.5834 | 11.9003 |
7 | WSEA | TO | 32.9167 | 124.5973 | 11.9178 |
8 | WSEA | TO | 32.9167 | 124.6111 | 11.9363 |
9 | WSEA | TO | 32.9167 | 124.625 | 11.9617 |
SAR_NM | LYR_ATTRB_SE_CD | PRDN_LA | PRDN_LO | OC_STS_WTEM | |
---|---|---|---|---|---|
90 | WSEA | TO | 32.9584 | 124.5973 | 11.9392 |
91 | WSEA | TO | 32.9584 | 124.6111 | 11.9608 |
92 | WSEA | TO | 32.9584 | 124.625 | 11.9892 |
93 | WSEA | TO | 32.9584 | 124.6389 | 12.0303 |
94 | WSEA | TO | 32.9584 | 124.6528 | 12.0807 |
95 | WSEA | TO | 32.9584 | 124.6667 | 12.1325 |
96 | WSEA | TO | 32.9584 | 124.6806 | 12.1819 |
97 | WSEA | TO | 32.9584 | 124.6945 | 12.2252 |
98 | WSEA | TO | 32.9584 | 124.7084 | 12.2664 |
99 | WSEA | TO | 32.9584 | 124.7223 | 12.3058 |