Dataset statistics
Number of variables | 20 |
---|---|
Number of observations | 100 |
Missing cells | 1100 |
Missing cells (%) | 55.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 17.7 KiB |
Average record size in memory | 181.3 B |
Variable types
Categorical | 7 |
---|---|
Numeric | 2 |
Unsupported | 11 |
Dataset
Description | Sample |
---|---|
Author | 인하대학교 산학협력단 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT03IHU009 |
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_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 |
WTCH_SLNTY 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 |
WTCH_WVHGH has 100 (100.0%) missing values | Missing |
WTCH_WVDRCT 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 |
WTCH_SLNTY 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 |
WTCH_WVHGH is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WTCH_WVDRCT is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2024-01-14 07:01:44.309457 |
---|---|
Analysis finished | 2024-01-14 07:01:45.248802 |
Duration | 0.94 seconds |
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 |
2022 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022 |
---|---|
2nd row | 2022 |
3rd row | 2022 |
4th row | 2022 |
5th row | 2022 |
Common Values
Value | Count | Frequency (%) |
2022 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2022 | 100 |
WTCH_MNTH
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
4 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 4 |
---|---|
2nd row | 4 |
3rd row | 4 |
4th row | 4 |
5th row | 4 |
Common Values
Value | Count | Frequency (%) |
4 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
4 | 100 |
WTCH_DD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
7 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 7 |
---|---|
2nd row | 7 |
3rd row | 7 |
4th row | 7 |
5th row | 7 |
Common Values
Value | Count | Frequency (%) |
7 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
7 | 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)
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.295449 |
Minimum | 37.268159 |
---|---|
Maximum | 37.32097 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 37.268159 |
---|---|
5-th percentile | 37.276103 |
Q1 | 37.287799 |
median | 37.293506 |
Q3 | 37.303494 |
95-th percentile | 37.316139 |
Maximum | 37.32097 |
Range | 0.052810911 |
Interquartile range (IQR) | 0.015695199 |
Descriptive statistics
Standard deviation | 0.011981526 |
---|---|
Coefficient of variation (CV) | 0.00032125974 |
Kurtosis | -0.32827427 |
Mean | 37.295449 |
Median Absolute Deviation (MAD) | 0.0071228182 |
Skewness | 0.12077796 |
Sum | 3729.5449 |
Variance | 0.00014355697 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.268158840832 | 1 | 1.0% |
37.30980364828808 | 1 | 1.0% |
37.292703202175794 | 1 | 1.0% |
37.291337051175006 | 1 | 1.0% |
37.2898538578032 | 1 | 1.0% |
37.28843368832665 | 1 | 1.0% |
37.287112109637675 | 1 | 1.0% |
37.28634554798218 | 1 | 1.0% |
37.316703213956686 | 1 | 1.0% |
37.315350139432496 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
37.268158840832 | 1 | |
37.270236310507535 | 1 | |
37.27042632140292 | 1 | |
37.273037860020885 | 1 | |
37.27392120472053 | 1 | |
37.2762180516152 | 1 | |
37.27631958590594 | 1 | |
37.27726203341135 | 1 | |
37.27862462574228 | 1 | |
37.280195837347534 | 1 |
Value | Count | Frequency (%) |
37.320969752075726 | 1 | |
37.3195333079928 | 1 | |
37.3192817679827 | 1 | |
37.318206069597885 | 1 | |
37.316703213956686 | 1 | |
37.31610963165471 | 1 | |
37.315579005183125 | 1 | |
37.315350139432496 | 1 | |
37.31437627181428 | 1 | |
37.31300539340703 | 1 |
WTCH_LO
Real number (ℝ)
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.53891 |
Minimum | 126.52108 |
---|---|
Maximum | 126.55118 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.52108 |
---|---|
5-th percentile | 126.52443 |
Q1 | 126.53243 |
median | 126.54076 |
Q3 | 126.54643 |
95-th percentile | 126.54967 |
Maximum | 126.55118 |
Range | 0.030096055 |
Interquartile range (IQR) | 0.014003186 |
Descriptive statistics
Standard deviation | 0.0084153081 |
---|---|
Coefficient of variation (CV) | 6.6503721 × 10-5 |
Kurtosis | -0.94048355 |
Mean | 126.53891 |
Median Absolute Deviation (MAD) | 0.0062836439 |
Skewness | -0.45435456 |
Sum | 12653.891 |
Variance | 7.081741 × 10-5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.52631231023204 | 1 | 1.0% |
126.53956445221644 | 1 | 1.0% |
126.54908273329376 | 1 | 1.0% |
126.54751905790017 | 1 | 1.0% |
126.54846075111234 | 1 | 1.0% |
126.54766058044883 | 1 | 1.0% |
126.5475952901112 | 1 | 1.0% |
126.54648174374557 | 1 | 1.0% |
126.52450244202164 | 1 | 1.0% |
126.52917954760959 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
126.52108091645614 | 1 | |
126.52208538100756 | 1 | |
126.52223424208756 | 1 | |
126.52239181024052 | 1 | |
126.52426333702736 | 1 | |
126.52444065704864 | 1 | |
126.52450244202164 | 1 | |
126.52469299567008 | 1 | |
126.52538135609709 | 1 | |
126.525773568187 | 1 |
Value | Count | Frequency (%) |
126.5511769713188 | 1 | |
126.55111086280442 | 1 | |
126.55100219345123 | 1 | |
126.55059593453932 | 1 | |
126.55026253411685 | 1 | |
126.54963480460944 | 1 | |
126.54937485279616 | 1 | |
126.54923785578912 | 1 | |
126.54917515090176 | 1 | |
126.5490965115099 | 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
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
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
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0.0 | |
---|---|
-0.0 | |
-0.001 | 7 |
Length
Max length | 6 |
---|---|
Median length | 3 |
Mean length | 3.44 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0.0 |
---|---|
2nd row | -0.0 |
3rd row | 0.0 |
4th row | 0.0 |
5th row | -0.0 |
Common Values
Value | Count | Frequency (%) |
0.0 | 70 | |
-0.0 | 23 | 23.0% |
-0.001 | 7 | 7.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0.0 | 93 | |
0.001 | 7 | 7.0% |
WTCH_WVHGH
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_WVDRCT
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_LA | WTCH_LO | WTDP_VARTION_QY | |
---|---|---|---|
WTCH_LA | 1.000 | 0.243 | 0.224 |
WTCH_LO | 0.243 | 1.000 | 0.129 |
WTDP_VARTION_QY | 0.224 | 0.129 | 1.000 |
WTCH_LA | WTCH_LO | WTDP_VARTION_QY | |
---|---|---|---|
WTCH_LA | 1.000 | -0.156 | 0.162 |
WTCH_LO | -0.156 | 1.000 | 0.090 |
WTDP_VARTION_QY | 0.162 | 0.090 | 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 | WTCH_WVHGH | WTCH_WVDRCT | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.268159 | 126.526312 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |
1 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.270426 | 126.534456 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.0 | <NA> | <NA> |
2 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.270236 | 126.52956 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |
3 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.273038 | 126.524441 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |
4 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.276218 | 126.550263 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.0 | <NA> | <NA> |
5 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.27632 | 126.533031 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.0 | <NA> | <NA> |
6 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.273921 | 126.5293 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |
7 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.278625 | 126.527001 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |
8 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.277262 | 126.522392 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |
9 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.280196 | 126.547391 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <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 | WTCH_WVHGH | WTCH_WVDRCT | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.319533 | 126.521081 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |
91 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.286382 | 126.549097 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.0 | <NA> | <NA> |
92 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.287575 | 126.549175 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.0 | <NA> | <NA> |
93 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.288742 | 126.549375 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.0 | <NA> | <NA> |
94 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.289662 | 126.550596 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.001 | <NA> | <NA> |
95 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.291115 | 126.549635 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.0 | <NA> | <NA> |
96 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.292222 | 126.551177 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.0 | <NA> | <NA> |
97 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.293752 | 126.551002 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |
98 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.29539 | 126.551111 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |
99 | 2022 | 4 | 7 | 0 | 0 | 0 | 37.296275 | 126.549238 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |