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=CT03IPA002 |
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 WTDP_VARTION_QY | High correlation |
WTDP_VARTION_QY 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 |
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_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 |
Reproduction
Analysis started | 2024-03-13 12:48:10.413381 |
---|---|
Analysis finished | 2024-03-13 12:48:12.290644 |
Duration | 1.88 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 | 37.405548 |
Minimum | 37.393921 |
---|---|
Maximum | 37.420819 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 37.393921 |
---|---|
5-th percentile | 37.394844 |
Q1 | 37.399398 |
median | 37.405092 |
Q3 | 37.410785 |
95-th percentile | 37.418563 |
Maximum | 37.420819 |
Range | 0.026897053 |
Interquartile range (IQR) | 0.011386185 |
Descriptive statistics
Standard deviation | 0.0073472957 |
---|---|
Coefficient of variation (CV) | 0.00019642262 |
Kurtosis | -0.87796256 |
Mean | 37.405548 |
Median Absolute Deviation (MAD) | 0.0056960371 |
Skewness | 0.28393607 |
Sum | 3740.5548 |
Variance | 5.3982754 × 10-5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.393921463023446 | 1 | 1.0% |
37.40486963576858 | 1 | 1.0% |
37.40942646362188 | 1 | 1.0% |
37.40897078101765 | 1 | 1.0% |
37.40851509837315 | 1 | 1.0% |
37.40805941568843 | 1 | 1.0% |
37.407603732963445 | 1 | 1.0% |
37.407148050198245 | 1 | 1.0% |
37.40669236739281 | 1 | 1.0% |
37.40623668454709 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
37.393921463023446 | 1 | |
37.39393323250321 | 1 | |
37.394377146762736 | 1 | |
37.3943889164353 | 1 | |
37.39483283046183 | 1 | |
37.39484460032717 | 1 | |
37.39528851412064 | 1 | |
37.39530028417881 | 1 | |
37.39574419773925 | 1 | |
37.395755967990205 | 1 |
Value | Count | Frequency (%) |
37.42081851564812 | 1 | |
37.420362834050046 | 1 | |
37.41990715241172 | 1 | |
37.41945147073314 | 1 | |
37.418995789014325 | 1 | |
37.41854010725524 | 1 | |
37.41808442545592 | 1 | |
37.41762874361634 | 1 | |
37.41717306173653 | 1 | |
37.41671737981646 | 1 |
WTCH_LO
Real number (ℝ)
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.55109 |
Minimum | 126.55055 |
---|---|
Maximum | 126.5517 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.55055 |
---|---|
5-th percentile | 126.55063 |
Q1 | 126.55087 |
median | 126.55105 |
Q3 | 126.55133 |
95-th percentile | 126.55163 |
Maximum | 126.5517 |
Range | 0.0011467975 |
Interquartile range (IQR) | 0.00046488293 |
Descriptive statistics
Standard deviation | 0.00030755046 |
---|---|
Coefficient of variation (CV) | 2.4302473 × 10-6 |
Kurtosis | -0.86446995 |
Mean | 126.55109 |
Median Absolute Deviation (MAD) | 0.0002172802 |
Skewness | 0.26705578 |
Sum | 12655.109 |
Variance | 9.4587282 × 10-8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.5511319018889 | 1 | 1.0% |
126.5513439197535 | 1 | 1.0% |
126.55119552201396 | 1 | 1.0% |
126.55121036329132 | 1 | 1.0% |
126.55122520423458 | 1 | 1.0% |
126.55124004484372 | 1 | 1.0% |
126.55125488511878 | 1 | 1.0% |
126.55126972505975 | 1 | 1.0% |
126.55128456466664 | 1 | 1.0% |
126.55129940393944 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
126.550553140528 | 1 | |
126.55056798691145 | 1 | |
126.5505828329606 | 1 | |
126.55059767867554 | 1 | |
126.55061252405628 | 1 | |
126.55062736910283 | 1 | |
126.55064221381517 | 1 | |
126.5506570581933 | 1 | |
126.55067190223724 | 1 | |
126.55068674594706 | 1 |
Value | Count | Frequency (%) |
126.55169993805445 | 1 | |
126.55168510779863 | 1 | |
126.55167027720896 | 1 | |
126.55165544628542 | 1 | |
126.551640615028 | 1 | |
126.55162578343668 | 1 | |
126.55161095151148 | 1 | |
126.5515961192524 | 1 | |
126.5515812866594 | 1 | |
126.55156645373248 | 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
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.01982 |
Minimum | 0.017 |
---|---|
Maximum | 0.022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.017 |
---|---|
5-th percentile | 0.018 |
Q1 | 0.019 |
median | 0.02 |
Q3 | 0.021 |
95-th percentile | 0.022 |
Maximum | 0.022 |
Range | 0.005 |
Interquartile range (IQR) | 0.002 |
Descriptive statistics
Standard deviation | 0.0012008415 |
---|---|
Coefficient of variation (CV) | 0.060587359 |
Kurtosis | -0.45313718 |
Mean | 0.01982 |
Median Absolute Deviation (MAD) | 0.001 |
Skewness | 0.17662491 |
Sum | 1.982 |
Variance | 1.4420202 × 10-6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.019 | 35 | |
0.02 | 27 | |
0.021 | 17 | |
0.022 | 11 | 11.0% |
0.018 | 8 | 8.0% |
0.017 | 2 | 2.0% |
Value | Count | Frequency (%) |
0.017 | 2 | 2.0% |
0.018 | 8 | 8.0% |
0.019 | 35 | |
0.02 | 27 | |
0.021 | 17 | |
0.022 | 11 | 11.0% |
Value | Count | Frequency (%) |
0.022 | 11 | 11.0% |
0.021 | 17 | |
0.02 | 27 | |
0.019 | 35 | |
0.018 | 8 | 8.0% |
0.017 | 2 | 2.0% |
WTCH_LA | WTCH_LO | WTDP_VARTION_QY | |
---|---|---|---|
WTCH_LA | 1.000 | 0.927 | 0.842 |
WTCH_LO | 0.927 | 1.000 | 0.672 |
WTDP_VARTION_QY | 0.842 | 0.672 | 1.000 |
WTCH_LA | WTCH_LO | WTDP_VARTION_QY | |
---|---|---|---|
WTCH_LA | 1.000 | -0.468 | 0.569 |
WTCH_LO | -0.468 | 1.000 | -0.036 |
WTDP_VARTION_QY | 0.569 | -0.036 | 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 | 37.393921 | 126.551132 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.017 |
1 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.394377 | 126.551117 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.018 |
2 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.394833 | 126.551102 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.018 |
3 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.395289 | 126.551087 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.018 |
4 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.395744 | 126.551073 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.018 |
5 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.3962 | 126.551058 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.019 |
6 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.396656 | 126.551043 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.019 |
7 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.397111 | 126.551028 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.019 |
8 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.397567 | 126.551013 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.02 |
9 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.398023 | 126.550998 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.02 |
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 | 37.416717 | 126.550958 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.022 |
91 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.417173 | 126.550943 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.022 |
92 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.417629 | 126.550928 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.022 |
93 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.418084 | 126.550913 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.022 |
94 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.41854 | 126.550899 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.022 |
95 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.418996 | 126.550884 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.022 |
96 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.419451 | 126.550869 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.022 |
97 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.419907 | 126.550854 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.022 |
98 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.420363 | 126.550839 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.022 |
99 | 2020 | 2 | 15 | 0 | 0 | 0 | 37.420819 | 126.550824 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.022 |