Dataset statistics
Number of variables | 18 |
---|---|
Number of observations | 100 |
Missing cells | 900 |
Missing cells (%) | 50.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 15.9 KiB |
Average record size in memory | 163.3 B |
Variable types
Categorical | 6 |
---|---|
Numeric | 3 |
Unsupported | 9 |
Dataset
Description | Sample |
---|---|
Author | 인하대학교 산학협력단 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT03IHU006 |
WTCH_YR has constant value "" | Constant |
WTCH_MNTH has constant value "" | Constant |
WTCH_DD has constant value "" | Constant |
WTCH_HHS has constant value "" | Constant |
WTCH_MIN has constant value "" | Constant |
WTCH_SEC has constant value "" | Constant |
WTCH_LA is highly overall correlated with WTCH_SLNTY | High correlation |
WTCH_SLNTY is highly overall correlated with WTCH_LA | High correlation |
WTCH_WTRLV has 100 (100.0%) missing values | Missing |
WTCH_WTDP has 100 (100.0%) missing values | Missing |
WTCH_CRSPD has 100 (100.0%) missing values | Missing |
WTCH_CRDRC has 100 (100.0%) missing values | Missing |
WTCH_WTEM has 100 (100.0%) missing values | Missing |
SSC_CCTR has 100 (100.0%) missing values | Missing |
MVMN_DRC has 100 (100.0%) missing values | Missing |
MVMN_VE has 100 (100.0%) missing values | Missing |
WTDP_VARTION_QY has 100 (100.0%) missing values | Missing |
WTCH_LA has unique values | Unique |
WTCH_LO has unique values | Unique |
WTCH_WTRLV is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WTCH_WTDP is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WTCH_CRSPD is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WTCH_CRDRC is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WTCH_WTEM is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
SSC_CCTR is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
MVMN_DRC is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
MVMN_VE is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WTDP_VARTION_QY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2024-03-13 12:53:35.070181 |
---|---|
Analysis finished | 2024-03-13 12:53:37.013830 |
Duration | 1.94 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
WTCH_YR
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
2020 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2020 |
---|---|
2nd row | 2020 |
3rd row | 2020 |
4th row | 2020 |
5th row | 2020 |
Common Values
Value | Count | Frequency (%) |
2020 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020 | 100 |
WTCH_MNTH
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
2 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 2 |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 100 |
WTCH_DD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
15 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 15 |
---|---|
2nd row | 15 |
3rd row | 15 |
4th row | 15 |
5th row | 15 |
Common Values
Value | Count | Frequency (%) |
15 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
15 | 100 |
WTCH_HHS
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 100 |
WTCH_MIN
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 100 |
WTCH_SEC
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 100 |
WTCH_LA
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.407985 |
Minimum | 37.403537 |
---|---|
Maximum | 37.41528 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 37.403537 |
---|---|
5-th percentile | 37.403988 |
Q1 | 37.405745 |
median | 37.407563 |
Q3 | 37.409845 |
95-th percentile | 37.41346 |
Maximum | 37.41528 |
Range | 0.011743017 |
Interquartile range (IQR) | 0.0041001897 |
Descriptive statistics
Standard deviation | 0.0029160368 |
---|---|
Coefficient of variation (CV) | 7.7952257 × 10-5 |
Kurtosis | -0.50405485 |
Mean | 37.407985 |
Median Absolute Deviation (MAD) | 0.0022358515 |
Skewness | 0.57472282 |
Sum | 3740.7985 |
Variance | 8.5032707 × 10-6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.404379228696165 | 1 | 1.0% |
37.40397670806328 | 1 | 1.0% |
37.40849802349116 | 1 | 1.0% |
37.40804589212915 | 1 | 1.0% |
37.40759376072698 | 1 | 1.0% |
37.407141629284624 | 1 | 1.0% |
37.40668949780212 | 1 | 1.0% |
37.40623736627943 | 1 | 1.0% |
37.405785234716525 | 1 | 1.0% |
37.405333103113485 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
37.40353697187789 | 1 | |
37.40393950442473 | 1 | |
37.40395190835409 | 1 | |
37.40396430956695 | 1 | |
37.40397670806328 | 1 | |
37.40398910384309 | 1 | |
37.404379228696165 | 1 | |
37.40439163554368 | 1 | |
37.40440403967463 | 1 | |
37.40441644108903 | 1 |
Value | Count | Frequency (%) |
37.415279989099616 | 1 | |
37.4148278583403 | 1 | |
37.414375727540815 | 1 | |
37.41392359670116 | 1 | |
37.41347146582132 | 1 | |
37.41345906309303 | 1 | |
37.413019334901286 | 1 | |
37.413006932374536 | 1 | |
37.41256720394108 | 1 | |
37.41255480161586 | 1 |
WTCH_LO
Real number (ℝ)
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.41615 |
Minimum | 126.4146 |
---|---|
Maximum | 126.4176 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.4146 |
---|---|
5-th percentile | 126.41468 |
Q1 | 126.41564 |
median | 126.41625 |
Q3 | 126.41679 |
95-th percentile | 126.41753 |
Maximum | 126.4176 |
Range | 0.0030065101 |
Interquartile range (IQR) | 0.0011576242 |
Descriptive statistics
Standard deviation | 0.00083616125 |
---|---|
Coefficient of variation (CV) | 6.6143549 × 10-6 |
Kurtosis | -0.82767299 |
Mean | 126.41615 |
Median Absolute Deviation (MAD) | 0.00058268758 |
Skewness | -0.15809686 |
Sum | 12641.615 |
Variance | 6.9916564 × 10-7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.41473796151904 | 1 | 1.0% |
126.41702192376468 | 1 | 1.0% |
126.4168665999603 | 1 | 1.0% |
126.41688213390204 | 1 | 1.0% |
126.41689766749683 | 1 | 1.0% |
126.41691320074464 | 1 | 1.0% |
126.41692873364546 | 1 | 1.0% |
126.41694426619932 | 1 | 1.0% |
126.41695979840625 | 1 | 1.0% |
126.41697533026625 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
126.4145980460985 | 1 | |
126.4146135936454 | 1 | |
126.414629140845 | 1 | |
126.41464468769735 | 1 | |
126.4146602342024 | 1 | |
126.41467578036023 | 1 | |
126.41469132617078 | 1 | |
126.41470687163412 | 1 | |
126.41472241675018 | 1 | |
126.41473796151904 | 1 |
Value | Count | Frequency (%) |
126.41760455616098 | 1 | |
126.4175890290892 | 1 | |
126.4175735016706 | 1 | |
126.41755797390516 | 1 | |
126.41754244579288 | 1 | |
126.41752691733375 | 1 | |
126.41751138852774 | 1 | |
126.41749585937487 | 1 | |
126.4174803298751 | 1 | |
126.41746480002845 | 1 |
WTCH_WTRLV
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_WTDP
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_CRSPD
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_CRDRC
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_WTEM
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_SLNTY
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 29 |
---|---|
Distinct (%) | 29.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31.60852 |
Minimum | 31.597 |
---|---|
Maximum | 31.649 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 31.597 |
---|---|
5-th percentile | 31.598 |
Q1 | 31.601 |
median | 31.6035 |
Q3 | 31.6155 |
95-th percentile | 31.63005 |
Maximum | 31.649 |
Range | 0.052 |
Interquartile range (IQR) | 0.0145 |
Descriptive statistics
Standard deviation | 0.01118845 |
---|---|
Coefficient of variation (CV) | 0.00035396944 |
Kurtosis | 2.0051527 |
Mean | 31.60852 |
Median Absolute Deviation (MAD) | 0.0035 |
Skewness | 1.5105946 |
Sum | 3160.852 |
Variance | 0.00012518141 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
31.603 | 13 | |
31.602 | 10 | 10.0% |
31.604 | 7 | 7.0% |
31.599 | 7 | 7.0% |
31.6 | 7 | 7.0% |
31.622 | 6 | 6.0% |
31.601 | 6 | 6.0% |
31.605 | 6 | 6.0% |
31.621 | 5 | 5.0% |
31.597 | 4 | 4.0% |
Other values (19) | 29 |
Value | Count | Frequency (%) |
31.597 | 4 | 4.0% |
31.598 | 3 | 3.0% |
31.599 | 7 | |
31.6 | 7 | |
31.601 | 6 | |
31.602 | 10 | |
31.603 | 13 | |
31.604 | 7 | |
31.605 | 6 | |
31.606 | 1 | 1.0% |
Value | Count | Frequency (%) |
31.649 | 1 | 1.0% |
31.645 | 1 | 1.0% |
31.641 | 1 | 1.0% |
31.636 | 1 | 1.0% |
31.631 | 1 | 1.0% |
31.63 | 1 | 1.0% |
31.626 | 2 | 2.0% |
31.622 | 6 | |
31.621 | 5 | |
31.62 | 2 | 2.0% |
SSC_CCTR
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
MVMN_DRC
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
MVMN_VE
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTDP_VARTION_QY
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_LA | WTCH_LO | WTCH_SLNTY | |
---|---|---|---|
WTCH_LA | 1.000 | 0.613 | 0.943 |
WTCH_LO | 0.613 | 1.000 | 0.702 |
WTCH_SLNTY | 0.943 | 0.702 | 1.000 |
WTCH_LA | WTCH_LO | WTCH_SLNTY | |
---|---|---|---|
WTCH_LA | 1.000 | -0.015 | 0.860 |
WTCH_LO | -0.015 | 1.000 | 0.379 |
WTCH_SLNTY | 0.860 | 0.379 | 1.000 |
WTCH_YR | WTCH_MNTH | WTCH_DD | WTCH_HHS | WTCH_MIN | WTCH_SEC | WTCH_LA | WTCH_LO | WTCH_WTRLV | WTCH_WTDP | WTCH_CRSPD | WTCH_CRDRC | WTCH_WTEM | WTCH_SLNTY | SSC_CCTR | MVMN_DRC | MVMN_VE | WTDP_VARTION_QY | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.404379 | 126.414738 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.597 | <NA> | <NA> | <NA> | <NA> |
1 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.404831 | 126.414722 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.597 | <NA> | <NA> | <NA> | <NA> |
2 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.405283 | 126.414707 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.598 | <NA> | <NA> | <NA> | <NA> |
3 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.405736 | 126.414691 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.598 | <NA> | <NA> | <NA> | <NA> |
4 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.406188 | 126.414676 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.599 | <NA> | <NA> | <NA> | <NA> |
5 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.40664 | 126.41466 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.599 | <NA> | <NA> | <NA> | <NA> |
6 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.407092 | 126.414645 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.599 | <NA> | <NA> | <NA> | <NA> |
7 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.407544 | 126.414629 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.6 | <NA> | <NA> | <NA> | <NA> |
8 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.407996 | 126.414614 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.6 | <NA> | <NA> | <NA> | <NA> |
9 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.408448 | 126.414598 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.6 | <NA> | <NA> | <NA> | <NA> |
WTCH_YR | WTCH_MNTH | WTCH_DD | WTCH_HHS | WTCH_MIN | WTCH_SEC | WTCH_LA | WTCH_LO | WTCH_WTRLV | WTCH_WTDP | WTCH_CRSPD | WTCH_CRDRC | WTCH_WTEM | WTCH_SLNTY | SSC_CCTR | MVMN_DRC | MVMN_VE | WTDP_VARTION_QY | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.403537 | 126.417605 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.607 | <NA> | <NA> | <NA> | <NA> |
91 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.403989 | 126.417589 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.605 | <NA> | <NA> | <NA> | <NA> |
92 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.404441 | 126.417574 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.604 | <NA> | <NA> | <NA> | <NA> |
93 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.404893 | 126.417558 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.603 | <NA> | <NA> | <NA> | <NA> |
94 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.405345 | 126.417542 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.603 | <NA> | <NA> | <NA> | <NA> |
95 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.405798 | 126.417527 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.603 | <NA> | <NA> | <NA> | <NA> |
96 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.40625 | 126.417511 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.603 | <NA> | <NA> | <NA> | <NA> |
97 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.406702 | 126.417496 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.604 | <NA> | <NA> | <NA> | <NA> |
98 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.407154 | 126.41748 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.604 | <NA> | <NA> | <NA> | <NA> |
99 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.407606 | 126.417465 | <NA> | <NA> | <NA> | <NA> | <NA> | 31.605 | <NA> | <NA> | <NA> | <NA> |