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 | 인천항만공사 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT03IPA001 |
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_LO is highly overall correlated with SSC_CCTR | High correlation |
SSC_CCTR is highly overall correlated with WTCH_LO | 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 |
WTCH_SLNTY 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 |
WTCH_SLNTY 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 12:27:46.393252 |
---|---|
Analysis finished | 2024-03-13 12:27:48.954705 |
Duration | 2.56 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 |
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)
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.485594 |
Minimum | 37.475205 |
---|---|
Maximum | 37.509277 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 37.475205 |
---|---|
5-th percentile | 37.475544 |
Q1 | 37.476122 |
median | 37.477075 |
Q3 | 37.507428 |
95-th percentile | 37.509219 |
Maximum | 37.509277 |
Range | 0.034071663 |
Interquartile range (IQR) | 0.031306079 |
Descriptive statistics
Standard deviation | 0.014361787 |
---|---|
Coefficient of variation (CV) | 0.00038312818 |
Kurtosis | -1.0305663 |
Mean | 37.485594 |
Median Absolute Deviation (MAD) | 0.0013798602 |
Skewness | 0.98478585 |
Sum | 3748.5594 |
Variance | 0.00020626094 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.47555952465313 | 1 | 1.0% |
37.476148732433074 | 1 | 1.0% |
37.50926526461649 | 1 | 1.0% |
37.50880531423473 | 1 | 1.0% |
37.508345363812 | 1 | 1.0% |
37.50788541334831 | 1 | 1.0% |
37.50742546284364 | 1 | 1.0% |
37.47844849847238 | 1 | 1.0% |
37.477988545346406 | 1 | 1.0% |
37.477528592179496 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
37.4752053501056 | 1 | |
37.47521708929571 | 1 | |
37.47522882573073 | 1 | |
37.47524055941066 | 1 | |
37.4752522903355 | 1 | |
37.47555952465313 | 1 | |
37.47557128883309 | 1 | |
37.47558305025797 | 1 | |
37.47559480892774 | 1 | |
37.47560656484246 | 1 |
Value | Count | Frequency (%) |
37.5092770126484 | 1 | |
37.50926526461649 | 1 | |
37.50925351382611 | 1 | |
37.50924176027728 | 1 | |
37.50923000397003 | 1 | |
37.509218244904325 | 1 | |
37.50920648308019 | 1 | |
37.50881706207263 | 1 | |
37.50880531423473 | 1 | |
37.50879356363843 | 1 |
WTCH_LO
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.57103 |
Minimum | 126.56627 |
---|---|
Maximum | 126.57371 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.56627 |
---|---|
5-th percentile | 126.56797 |
Q1 | 126.56969 |
median | 126.57137 |
Q3 | 126.57248 |
95-th percentile | 126.57364 |
Maximum | 126.57371 |
Range | 0.0074363845 |
Interquartile range (IQR) | 0.0027874447 |
Descriptive statistics
Standard deviation | 0.0017946224 |
---|---|
Coefficient of variation (CV) | 1.4178778 × 10-5 |
Kurtosis | -0.59931648 |
Mean | 126.57103 |
Median Absolute Deviation (MAD) | 0.0011715721 |
Skewness | -0.40165471 |
Sum | 12657.103 |
Variance | 3.2206697 × 10-6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.56627331611575 | 1 | 1.0% |
126.57253816281596 | 1 | 1.0% |
126.57146550781081 | 1 | 1.0% |
126.57148041782128 | 1 | 1.0% |
126.57149532749283 | 1 | 1.0% |
126.57151023682547 | 1 | 1.0% |
126.57152514581927 | 1 | 1.0% |
126.57246372958936 | 1 | 1.0% |
126.57247861691138 | 1 | 1.0% |
126.57249350389505 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
126.56627331611575 | 1 | |
126.56684419921513 | 1 | |
126.5674150826463 | 1 | |
126.56794122468413 | 1 | |
126.56795613893148 | 1 | |
126.56797105283984 | 1 | |
126.56798596640924 | 1 | |
126.56849720816234 | 1 | |
126.56851211925604 | 1 | |
126.56852703001088 | 1 |
Value | Count | Frequency (%) |
126.5737097005749 | 1 | |
126.5736948222676 | 1 | |
126.57367994362212 | 1 | |
126.5736650646385 | 1 | |
126.57365018531668 | 1 | |
126.5736353056567 | 1 | |
126.57362042565852 | 1 | |
126.57360554532217 | 1 | |
126.57359066464755 | 1 | |
126.57357578363477 | 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
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 98.2379 |
Minimum | 90.96 |
---|---|
Maximum | 127.82 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 90.96 |
---|---|
5-th percentile | 92.9845 |
Q1 | 94.165 |
median | 96.03 |
Q3 | 100.585 |
95-th percentile | 110.949 |
Maximum | 127.82 |
Range | 36.86 |
Interquartile range (IQR) | 6.42 |
Descriptive statistics
Standard deviation | 6.3630245 |
---|---|
Coefficient of variation (CV) | 0.064771586 |
Kurtosis | 5.9664931 |
Mean | 98.2379 |
Median Absolute Deviation (MAD) | 2.465 |
Skewness | 2.1644911 |
Sum | 9823.79 |
Variance | 40.488081 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
103.67 | 2 | 2.0% |
94.61 | 2 | 2.0% |
94.15 | 2 | 2.0% |
102.61 | 1 | 1.0% |
95.29 | 1 | 1.0% |
93.75 | 1 | 1.0% |
93.02 | 1 | 1.0% |
92.08 | 1 | 1.0% |
98.3 | 1 | 1.0% |
99.0 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
90.96 | 1 | |
91.45 | 1 | |
91.87 | 1 | |
92.08 | 1 | |
92.31 | 1 | |
93.02 | 1 | |
93.03 | 1 | |
93.05 | 1 | |
93.19 | 1 | |
93.24 | 1 |
Value | Count | Frequency (%) |
127.82 | 1 | |
122.04 | 1 | |
116.95 | 1 | |
113.81 | 1 | |
111.31 | 1 | |
110.93 | 1 | |
109.29 | 1 | |
106.77 | 1 | |
106.5 | 1 | |
105.72 | 1 |
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 | SSC_CCTR | |
---|---|---|---|
WTCH_LA | 1.000 | 0.446 | 0.272 |
WTCH_LO | 0.446 | 1.000 | 0.586 |
SSC_CCTR | 0.272 | 0.586 | 1.000 |
WTCH_LA | WTCH_LO | SSC_CCTR | |
---|---|---|---|
WTCH_LA | 1.000 | 0.080 | -0.258 |
WTCH_LO | 0.080 | 1.000 | 0.661 |
SSC_CCTR | -0.258 | 0.661 | 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 | 37.47556 | 126.566273 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 97.03 | <NA> | <NA> | <NA> |
1 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.475571 | 126.566844 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 96.21 | <NA> | <NA> | <NA> |
2 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.475583 | 126.567415 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 95.4 | <NA> | <NA> | <NA> |
3 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.475595 | 126.567986 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 94.81 | <NA> | <NA> | <NA> |
4 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.476055 | 126.567971 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 94.61 | <NA> | <NA> | <NA> |
5 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.476515 | 126.567956 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 94.36 | <NA> | <NA> | <NA> |
6 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.476975 | 126.567941 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 94.09 | <NA> | <NA> | <NA> |
7 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.475607 | 126.568557 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 94.43 | <NA> | <NA> | <NA> |
8 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.476067 | 126.568542 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 94.17 | <NA> | <NA> | <NA> |
9 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.476526 | 126.568527 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 93.87 | <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 | 37.475252 | 126.57371 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 127.82 | <NA> | <NA> | <NA> |
91 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.475712 | 126.573695 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 113.81 | <NA> | <NA> | <NA> |
92 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.476172 | 126.57368 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 110.93 | <NA> | <NA> | <NA> |
93 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.476632 | 126.573665 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 109.29 | <NA> | <NA> | <NA> |
94 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.477092 | 126.57365 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 106.77 | <NA> | <NA> | <NA> |
95 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.477552 | 126.573635 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 104.57 | <NA> | <NA> | <NA> |
96 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.478012 | 126.57362 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 103.67 | <NA> | <NA> | <NA> |
97 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.478472 | 126.573606 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 103.0 | <NA> | <NA> | <NA> |
98 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.478932 | 126.573591 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 102.3 | <NA> | <NA> | <NA> |
99 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.479392 | 126.573576 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 101.43 | <NA> | <NA> | <NA> |