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=CT03IHU013 |
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_LO and 1 other fields | High correlation |
WTCH_LO is highly overall correlated with WTCH_LA and 1 other fields | High correlation |
WTCH_CRSPD is highly overall correlated with WTCH_LA and 1 other fields | High correlation |
WTCH_WTRLV has 100 (100.0%) missing values | Missing |
WTCH_WTDP 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 |
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_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 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2024-01-14 07:01:24.091207 |
---|---|
Analysis finished | 2024-01-14 07:01:25.782893 |
Duration | 1.69 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 |
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 |
3 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 3 |
---|---|
2nd row | 3 |
3rd row | 3 |
4th row | 3 |
5th row | 3 |
Common Values
Value | Count | Frequency (%) |
3 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
3 | 100 |
WTCH_DD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 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 | 37.43353 |
Minimum | 37.379497 |
---|---|
Maximum | 37.463335 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 37.379497 |
---|---|
5-th percentile | 37.405306 |
Q1 | 37.418811 |
median | 37.435012 |
Q3 | 37.448494 |
95-th percentile | 37.461092 |
Maximum | 37.463335 |
Range | 0.083837981 |
Interquartile range (IQR) | 0.029683106 |
Descriptive statistics
Standard deviation | 0.019745237 |
---|---|
Coefficient of variation (CV) | 0.00052747461 |
Kurtosis | -0.66125759 |
Mean | 37.43353 |
Median Absolute Deviation (MAD) | 0.015408044 |
Skewness | -0.35588553 |
Sum | 3743.353 |
Variance | 0.00038987437 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
37.379497217684474 | 1 | 1.0% |
37.4438486549998 | 1 | 1.0% |
37.448380415987245 | 1 | 1.0% |
37.4479272400684 | 1 | 1.0% |
37.44747406410958 | 1 | 1.0% |
37.4470208881108 | 1 | 1.0% |
37.446567712072 | 1 | 1.0% |
37.44611453599324 | 1 | 1.0% |
37.445661359874514 | 1 | 1.0% |
37.44520818371579 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
37.379497217684474 | 1 | |
37.39173311638272 | 1 | |
37.39218629725681 | 1 | |
37.39263947809096 | 1 | |
37.40487534551316 | 1 | |
37.40532852522877 | 1 | |
37.40578170490441 | 1 | |
37.40623488454012 | 1 | |
37.40668806413586 | 1 | |
37.407141243691655 | 1 |
Value | Count | Frequency (%) |
37.46333519887849 | 1 | |
37.46288202427914 | 1 | |
37.4624288496398 | 1 | |
37.46197567496048 | 1 | |
37.461522500241166 | 1 | |
37.46106932548186 | 1 | |
37.46061615068256 | 1 | |
37.46016297584328 | 1 | |
37.45970980096401 | 1 | |
37.45925662604476 | 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 | 126.51318 |
Minimum | 126.51219 |
---|---|
Maximum | 126.51496 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.51219 |
---|---|
5-th percentile | 126.51227 |
Q1 | 126.51268 |
median | 126.51313 |
Q3 | 126.51367 |
95-th percentile | 126.51411 |
Maximum | 126.51496 |
Range | 0.0027737834 |
Interquartile range (IQR) | 0.00098266249 |
Descriptive statistics
Standard deviation | 0.00065355289 |
---|---|
Coefficient of variation (CV) | 5.1658878 × 10-6 |
Kurtosis | -0.6641084 |
Mean | 126.51318 |
Median Absolute Deviation (MAD) | 0.00050992444 |
Skewness | 0.35412179 |
Sum | 12651.318 |
Variance | 4.2713138 × 10-7 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
126.5149648019649 | 1 | 1.0% |
126.51283676106976 | 1 | 1.0% |
126.51268664387084 | 1 | 1.0% |
126.51270165710336 | 1 | 1.0% |
126.51271666999972 | 1 | 1.0% |
126.51273168255995 | 1 | 1.0% |
126.512746694784 | 1 | 1.0% |
126.51276170667192 | 1 | 1.0% |
126.51277671822373 | 1 | 1.0% |
126.5127917294394 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
126.51219101855848 | 1 | |
126.51220604288883 | 1 | |
126.51222106688274 | 1 | |
126.51223609054021 | 1 | |
126.51225111386132 | 1 | |
126.512266136846 | 1 | |
126.51228115949428 | 1 | |
126.5122961818062 | 1 | |
126.51231120378172 | 1 | |
126.51232622542088 | 1 |
Value | Count | Frequency (%) |
126.5149648019649 | 1 | |
126.5145606951986 | 1 | |
126.51454572358976 | 1 | |
126.51453075164572 | 1 | |
126.51412638242688 | 1 | |
126.51411140109438 | 1 | |
126.51409641942644 | 1 | |
126.5140814374231 | 1 | |
126.5140664550843 | 1 | |
126.51405147241007 | 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
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 86 |
---|---|
Distinct (%) | 86.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.1594 |
Minimum | 0 |
---|---|
Maximum | 0.42 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.001 |
Q1 | 0.02475 |
median | 0.146 |
Q3 | 0.2915 |
95-th percentile | 0.38115 |
Maximum | 0.42 |
Range | 0.42 |
Interquartile range (IQR) | 0.26675 |
Descriptive statistics
Standard deviation | 0.14282659 |
---|---|
Coefficient of variation (CV) | 0.89602628 |
Kurtosis | -1.3944466 |
Mean | 0.1594 |
Median Absolute Deviation (MAD) | 0.1345 |
Skewness | 0.37897092 |
Sum | 15.94 |
Variance | 0.020399434 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.001 | 5 | 5.0% |
0.147 | 2 | 2.0% |
0.004 | 2 | 2.0% |
0.012 | 2 | 2.0% |
0.009 | 2 | 2.0% |
0.149 | 2 | 2.0% |
0.005 | 2 | 2.0% |
0.003 | 2 | 2.0% |
0.002 | 2 | 2.0% |
0.145 | 2 | 2.0% |
Other values (76) | 77 |
Value | Count | Frequency (%) |
0.0 | 1 | 1.0% |
0.001 | 5 | |
0.002 | 2 | 2.0% |
0.003 | 2 | 2.0% |
0.004 | 2 | 2.0% |
0.005 | 2 | 2.0% |
0.006 | 1 | 1.0% |
0.007 | 1 | 1.0% |
0.008 | 1 | 1.0% |
0.009 | 2 | 2.0% |
Value | Count | Frequency (%) |
0.42 | 1 | |
0.415 | 2 | |
0.406 | 1 | |
0.384 | 1 | |
0.381 | 1 | |
0.378 | 1 | |
0.375 | 1 | |
0.373 | 1 | |
0.37 | 1 | |
0.368 | 1 |
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
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
WTCH_LA | WTCH_LO | WTCH_CRSPD | |
---|---|---|---|
WTCH_LA | 1.000 | 1.000 | 0.920 |
WTCH_LO | 1.000 | 1.000 | 0.918 |
WTCH_CRSPD | 0.920 | 0.918 | 1.000 |
WTCH_LA | WTCH_LO | WTCH_CRSPD | |
---|---|---|---|
WTCH_LA | 1.000 | -1.000 | -0.999 |
WTCH_LO | -1.000 | 1.000 | 0.999 |
WTCH_CRSPD | -0.999 | 0.999 | 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 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.379497 | 126.514965 | <NA> | <NA> | 0.406 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.391733 | 126.514561 | <NA> | <NA> | 0.42 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.392186 | 126.514546 | <NA> | <NA> | 0.415 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
3 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.392639 | 126.514531 | <NA> | <NA> | 0.415 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
4 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.404875 | 126.514126 | <NA> | <NA> | 0.384 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
5 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.405329 | 126.514111 | <NA> | <NA> | 0.381 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
6 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.405782 | 126.514096 | <NA> | <NA> | 0.378 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
7 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.406235 | 126.514081 | <NA> | <NA> | 0.375 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
8 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.406688 | 126.514066 | <NA> | <NA> | 0.373 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
9 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.407141 | 126.514051 | <NA> | <NA> | 0.37 | <NA> | <NA> | <NA> | <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 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.459257 | 126.512326 | <NA> | <NA> | 0.003 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
91 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.45971 | 126.512311 | <NA> | <NA> | 0.003 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
92 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.460163 | 126.512296 | <NA> | <NA> | 0.002 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
93 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.460616 | 126.512281 | <NA> | <NA> | 0.002 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
94 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.461069 | 126.512266 | <NA> | <NA> | 0.001 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
95 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.461523 | 126.512251 | <NA> | <NA> | 0.001 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
96 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.461976 | 126.512236 | <NA> | <NA> | 0.001 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
97 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.462429 | 126.512221 | <NA> | <NA> | 0.001 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
98 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.462882 | 126.512206 | <NA> | <NA> | 0.001 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
99 | 2022 | 3 | 1 | 0 | 0 | 0 | 37.463335 | 126.512191 | <NA> | <NA> | 0.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |