Dataset statistics
Number of variables | 18 |
---|---|
Number of observations | 100 |
Missing cells | 1300 |
Missing cells (%) | 72.2% |
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 | 2 |
---|---|
Unsupported | 13 |
Numeric | 3 |
Dataset
Description | Sample |
---|---|
Author | 인천항만공사 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT03IPA003 |
WTCH_YR has constant value "" | Constant |
WTCH_MNTH has constant value "" | Constant |
WTCH_DD has 100 (100.0%) missing values | Missing |
WTCH_HHS has 100 (100.0%) missing values | Missing |
WTCH_MIN has 100 (100.0%) missing values | Missing |
WTCH_SEC has 100 (100.0%) missing values | Missing |
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_DD is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WTCH_HHS is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WTCH_MIN is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WTCH_SEC is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
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 |
WTDP_VARTION_QY has 5 (5.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-13 12:28:28.418002 |
---|---|
Analysis finished | 2024-03-13 12:28:31.232512 |
Duration | 2.81 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
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_HHS
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_MIN
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_SEC
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_LA
Real number (ℝ)
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.372757 |
Minimum | 37.372061 |
---|---|
Maximum | 37.373684 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 37.372061 |
---|---|
5-th percentile | 37.372219 |
Q1 | 37.372479 |
median | 37.372687 |
Q3 | 37.373038 |
95-th percentile | 37.373494 |
Maximum | 37.373684 |
Range | 0.0016233647 |
Interquartile range (IQR) | 0.00055950003 |
Descriptive statistics
Standard deviation | 0.0003884244 |
---|---|
Coefficient of variation (CV) | 1.039325 × 10-5 |
Kurtosis | -0.56525392 |
Mean | 37.372757 |
Median Absolute Deviation (MAD) | 0.00027135951 |
Skewness | 0.42377164 |
Sum | 3737.2757 |
Variance | 1.5087352 × 10-7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.37247023030714 | 1 | 1.0% |
37.373136964892815 | 1 | 1.0% |
37.37250858569144 | 1 | 1.0% |
37.37241813251224 | 1 | 1.0% |
37.372327679331455 | 1 | 1.0% |
37.37223722614908 | 1 | 1.0% |
37.37214677296511 | 1 | 1.0% |
37.37358923063122 | 1 | 1.0% |
37.37349877748671 | 1 | 1.0% |
37.37340832434062 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
37.37206111216548 | 1 | |
37.372137186855966 | 1 | |
37.37214198012823 | 1 | |
37.37214677296511 | 1 | |
37.37215156536662 | 1 | |
37.37222284628557 | 1 | |
37.37222764000877 | 1 | |
37.37223243329661 | 1 | |
37.37223722614908 | 1 | |
37.372242018566176 | 1 |
Value | Count | Frequency (%) |
37.373684476876 | 1 | |
37.3735940237175 | 1 | |
37.37358923063122 | 1 | |
37.37350357055742 | 1 | |
37.37349877748671 | 1 | |
37.37349398398062 | 1 | |
37.37341311739575 | 1 | |
37.37340832434062 | 1 | |
37.373403530850126 | 1 | |
37.37332266423248 | 1 |
WTCH_LO
Real number (ℝ)
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.50461 |
Minimum | 126.50326 |
---|---|
Maximum | 126.50532 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.50326 |
---|---|
5-th percentile | 126.5037 |
Q1 | 126.50433 |
median | 126.50463 |
Q3 | 126.50505 |
95-th percentile | 126.50531 |
Maximum | 126.50532 |
Range | 0.0020614888 |
Interquartile range (IQR) | 0.00072819395 |
Descriptive statistics
Standard deviation | 0.00051601496 |
---|---|
Coefficient of variation (CV) | 4.079021 × 10-6 |
Kurtosis | -0.19118466 |
Mean | 126.50461 |
Median Absolute Deviation (MAD) | 0.00042413507 |
Skewness | -0.6550993 |
Sum | 12650.461 |
Variance | 2.6627144 × 10-7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.50326446840192 | 1 | 1.0% |
126.50483287386328 | 1 | 1.0% |
126.50508091505397 | 1 | 1.0% |
126.50508391260983 | 1 | 1.0% |
126.50508691015231 | 1 | 1.0% |
126.5050899076814 | 1 | 1.0% |
126.5050929051971 | 1 | 1.0% |
126.50481788405358 | 1 | 1.0% |
126.50482088204232 | 1 | 1.0% |
126.50482388001764 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
126.50326146865577 | 1 | |
126.50326446840192 | 1 | |
126.5034855250837 | 1 | |
126.50348852457115 | 1 | |
126.50349152404517 | 1 | |
126.50370958209623 | 1 | |
126.503712581325 | 1 | |
126.50371558054032 | 1 | |
126.50371857974224 | 1 | |
126.5039336396934 | 1 |
Value | Count | Frequency (%) |
126.50532295741232 | 1 | |
126.50531996018213 | 1 | |
126.50531696293856 | 1 | |
126.50531396568157 | 1 | |
126.5053109684112 | 1 | |
126.50530797112742 | 1 | |
126.50530497383028 | 1 | |
126.50530197651972 | 1 | |
126.50529897919576 | 1 | |
126.50529598185844 | 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)
ZEROS
 
Distinct | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.04187 |
Minimum | -0.003 |
---|---|
Maximum | 0.1 |
Zeros | 5 |
Zeros (%) | 5.0% |
Negative | 1 |
Negative (%) | 1.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -0.003 |
---|---|
5-th percentile | 0 |
Q1 | 0.007 |
median | 0.045 |
Q3 | 0.05875 |
95-th percentile | 0.098 |
Maximum | 0.1 |
Range | 0.103 |
Interquartile range (IQR) | 0.05175 |
Descriptive statistics
Standard deviation | 0.033239156 |
---|---|
Coefficient of variation (CV) | 0.79386569 |
Kurtosis | -1.1285357 |
Mean | 0.04187 |
Median Absolute Deviation (MAD) | 0.035 |
Skewness | 0.34496663 |
Sum | 4.187 |
Variance | 0.0011048415 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.006 | 6 | 6.0% |
0.048 | 6 | 6.0% |
0.007 | 5 | 5.0% |
0.003 | 5 | 5.0% |
0.0 | 5 | 5.0% |
0.05 | 4 | 4.0% |
0.098 | 4 | 4.0% |
0.093 | 3 | 3.0% |
0.095 | 3 | 3.0% |
0.089 | 3 | 3.0% |
Other values (35) | 56 |
Value | Count | Frequency (%) |
-0.003 | 1 | 1.0% |
0.0 | 5 | |
0.001 | 1 | 1.0% |
0.002 | 2 | 2.0% |
0.003 | 5 | |
0.005 | 1 | 1.0% |
0.006 | 6 | |
0.007 | 5 | |
0.008 | 3 | |
0.009 | 2 | 2.0% |
Value | Count | Frequency (%) |
0.1 | 2 | |
0.098 | 4 | |
0.096 | 1 | 1.0% |
0.095 | 3 | |
0.094 | 2 | |
0.093 | 3 | |
0.091 | 1 | 1.0% |
0.089 | 3 | |
0.077 | 2 | |
0.073 | 2 |
WTCH_LA | WTCH_LO | WTDP_VARTION_QY | |
---|---|---|---|
WTCH_LA | 1.000 | 0.000 | 0.712 |
WTCH_LO | 0.000 | 1.000 | 0.414 |
WTDP_VARTION_QY | 0.712 | 0.414 | 1.000 |
WTCH_LA | WTCH_LO | WTDP_VARTION_QY | |
---|---|---|---|
WTCH_LA | 1.000 | -0.010 | 0.113 |
WTCH_LO | -0.010 | 1.000 | -0.175 |
WTDP_VARTION_QY | 0.113 | -0.175 | 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 | <NA> | <NA> | <NA> | <NA> | 37.37247 | 126.503264 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.006 |
1 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372561 | 126.503261 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.056 |
2 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372475 | 126.503492 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.05 |
3 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372565 | 126.503489 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.05 |
4 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372656 | 126.503486 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.05 |
5 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.37248 | 126.503719 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.093 |
6 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.37257 | 126.503716 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.048 |
7 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372661 | 126.503713 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.003 |
8 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372751 | 126.50371 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.007 |
9 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372394 | 126.503949 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.095 |
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 | <NA> | <NA> | <NA> | <NA> | 37.372242 | 126.505317 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.003 |
91 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372332 | 126.505314 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | -0.0 |
92 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372423 | 126.505311 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.027 |
93 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372513 | 126.505308 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.051 |
94 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372604 | 126.505305 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.053 |
95 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372694 | 126.505302 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.052 |
96 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372785 | 126.505299 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.05 |
97 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372875 | 126.505296 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.043 |
98 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.372966 | 126.505293 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.02 |
99 | 2020 | 2 | <NA> | <NA> | <NA> | <NA> | 37.373056 | 126.50529 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.006 |