Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 617 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 37.5 KiB |
Average record size in memory | 62.2 B |
Variable types
Categorical | 1 |
---|---|
Numeric | 6 |
Dataset
Description | Sample |
---|---|
Author | ㈜전략해양 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT01RNS004 |
HB_NM has constant value "" | Constant |
PRDN_MODL_GRID_LA is highly overall correlated with MXM_FLDTD_CRDRC | High correlation |
MXM_FLDTD_CRSPD is highly overall correlated with MXM_EBBTD_CRSPD | High correlation |
MXM_FLDTD_CRDRC is highly overall correlated with PRDN_MODL_GRID_LA | High correlation |
MXM_EBBTD_CRSPD is highly overall correlated with MXM_FLDTD_CRSPD | High correlation |
Reproduction
Analysis started | 2024-03-13 12:30:20.018829 |
---|---|
Analysis finished | 2024-03-13 12:30:28.346244 |
Duration | 8.33 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
HB_NM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.9 KiB |
목포항 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 목포항 |
---|---|
2nd row | 목포항 |
3rd row | 목포항 |
4th row | 목포항 |
5th row | 목포항 |
Common Values
Value | Count | Frequency (%) |
목포항 | 617 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
목포항 | 617 |
PRDN_MODL_GRID_LO
Real number (ℝ)
Distinct | 27 |
---|---|
Distinct (%) | 4.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.06615 |
Minimum | 125.72746 |
---|---|
Maximum | 126.55861 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.6 KiB |
Quantile statistics
Minimum | 125.72746 |
---|---|
5-th percentile | 125.72746 |
Q1 | 125.85533 |
median | 126.04713 |
Q3 | 126.23893 |
95-th percentile | 126.4627 |
Maximum | 126.55861 |
Range | 0.83115 |
Interquartile range (IQR) | 0.3836 |
Descriptive statistics
Standard deviation | 0.23166943 |
---|---|
Coefficient of variation (CV) | 0.0018376816 |
Kurtosis | -1.0631355 |
Mean | 126.06615 |
Median Absolute Deviation (MAD) | 0.1918 |
Skewness | 0.28642959 |
Sum | 77782.812 |
Variance | 0.053670726 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
125.72746 | 33 | 5.3% |
125.79139 | 33 | 5.3% |
125.8873 | 33 | 5.3% |
125.75943 | 33 | 5.3% |
125.82336 | 32 | 5.2% |
125.85533 | 31 | 5.0% |
126.20697 | 28 | 4.5% |
125.9832 | 28 | 4.5% |
125.91926 | 27 | 4.4% |
125.95123 | 26 | 4.2% |
Other values (17) | 313 |
Value | Count | Frequency (%) |
125.72746 | 33 | |
125.75943 | 33 | |
125.79139 | 33 | |
125.82336 | 32 | |
125.85533 | 31 | |
125.8873 | 33 | |
125.91926 | 27 | |
125.95123 | 26 | |
125.9832 | 28 | |
126.01516 | 26 |
Value | Count | Frequency (%) |
126.55861 | 6 | 1.0% |
126.52664 | 7 | 1.1% |
126.49467 | 10 | |
126.4627 | 15 | |
126.43074 | 16 | |
126.39877 | 19 | |
126.3668 | 21 | |
126.33484 | 21 | |
126.30287 | 14 | |
126.2709 | 21 |
PRDN_MODL_GRID_LA
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 33 |
---|---|
Distinct (%) | 5.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 34.461683 |
Minimum | 34.05773 |
---|---|
Maximum | 34.98032 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.6 KiB |
Quantile statistics
Minimum | 34.05773 |
---|---|
5-th percentile | 34.08671 |
Q1 | 34.20255 |
median | 34.43376 |
Q3 | 34.69311 |
95-th percentile | 34.92296 |
Maximum | 34.98032 |
Range | 0.92259 |
Interquartile range (IQR) | 0.49056 |
Descriptive statistics
Standard deviation | 0.27928557 |
---|---|
Coefficient of variation (CV) | 0.0081042348 |
Kurtosis | -1.1745595 |
Mean | 34.461683 |
Median Absolute Deviation (MAD) | 0.23121 |
Skewness | 0.28069519 |
Sum | 21262.859 |
Variance | 0.078000432 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
34.05773 | 27 | 4.4% |
34.11569 | 27 | 4.4% |
34.08671 | 27 | 4.4% |
34.14465 | 25 | 4.1% |
34.20255 | 25 | 4.1% |
34.17361 | 24 | 3.9% |
34.23149 | 24 | 3.9% |
34.26042 | 24 | 3.9% |
34.28933 | 24 | 3.9% |
34.34713 | 24 | 3.9% |
Other values (23) | 366 |
Value | Count | Frequency (%) |
34.05773 | 27 | |
34.08671 | 27 | |
34.11569 | 27 | |
34.14465 | 25 | |
34.17361 | 24 | |
34.20255 | 25 | |
34.23149 | 24 | |
34.26042 | 24 | |
34.28933 | 24 | |
34.31824 | 21 |
Value | Count | Frequency (%) |
34.98032 | 15 | |
34.95164 | 15 | |
34.92296 | 15 | |
34.89426 | 16 | |
34.86556 | 12 | |
34.83684 | 17 | |
34.80811 | 18 | |
34.77938 | 17 | |
34.75063 | 13 | |
34.72187 | 14 |
MXM_FLDTD_CRSPD
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 519 |
---|---|
Distinct (%) | 84.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 146.06759 |
Minimum | 9.8 |
---|---|
Maximum | 347.6 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.6 KiB |
Quantile statistics
Minimum | 9.8 |
---|---|
5-th percentile | 46.96 |
Q1 | 111.3 |
median | 152.3 |
Q3 | 178.5 |
95-th percentile | 230.02 |
Maximum | 347.6 |
Range | 337.8 |
Interquartile range (IQR) | 67.2 |
Descriptive statistics
Standard deviation | 56.086322 |
---|---|
Coefficient of variation (CV) | 0.38397515 |
Kurtosis | 0.90778347 |
Mean | 146.06759 |
Median Absolute Deviation (MAD) | 32 |
Skewness | 0.20421384 |
Sum | 90123.7 |
Variance | 3145.6755 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
128.8 | 4 | 0.6% |
157.6 | 4 | 0.6% |
179.9 | 3 | 0.5% |
178.0 | 3 | 0.5% |
168.6 | 3 | 0.5% |
148.8 | 3 | 0.5% |
155.9 | 3 | 0.5% |
124.2 | 3 | 0.5% |
162.1 | 3 | 0.5% |
170.1 | 3 | 0.5% |
Other values (509) | 585 |
Value | Count | Frequency (%) |
9.8 | 1 | |
10.7 | 1 | |
11.2 | 1 | |
11.9 | 1 | |
14.3 | 1 | |
15.8 | 1 | |
17.1 | 1 | |
18.7 | 1 | |
19.2 | 1 | |
22.2 | 1 |
Value | Count | Frequency (%) |
347.6 | 1 | |
345.6 | 1 | |
343.9 | 1 | |
336.9 | 1 | |
334.9 | 1 | |
322.5 | 1 | |
321.9 | 1 | |
303.7 | 1 | |
290.4 | 1 | |
287.2 | 1 |
MXM_FLDTD_CRDRC
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 204 |
---|---|
Distinct (%) | 33.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 134.64506 |
Minimum | 0 |
---|---|
Maximum | 360 |
Zeros | 1 |
Zeros (%) | 0.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.6 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 30.8 |
Q1 | 87 |
median | 107 |
Q3 | 150 |
95-th percentile | 350 |
Maximum | 360 |
Range | 360 |
Interquartile range (IQR) | 63 |
Descriptive statistics
Standard deviation | 87.77938 |
---|---|
Coefficient of variation (CV) | 0.6519317 |
Kurtosis | 1.2003402 |
Mean | 134.64506 |
Median Absolute Deviation (MAD) | 28 |
Skewness | 1.3922016 |
Sum | 83076 |
Variance | 7705.2196 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
97 | 16 | 2.6% |
87 | 14 | 2.3% |
90 | 12 | 1.9% |
99 | 12 | 1.9% |
96 | 11 | 1.8% |
100 | 10 | 1.6% |
89 | 9 | 1.5% |
81 | 8 | 1.3% |
88 | 8 | 1.3% |
91 | 8 | 1.3% |
Other values (194) | 509 |
Value | Count | Frequency (%) |
0 | 1 | 0.2% |
1 | 1 | 0.2% |
2 | 1 | 0.2% |
3 | 5 | |
4 | 5 | |
5 | 4 | |
6 | 1 | 0.2% |
9 | 1 | 0.2% |
10 | 1 | 0.2% |
11 | 1 | 0.2% |
Value | Count | Frequency (%) |
360 | 3 | |
359 | 5 | |
358 | 2 | 0.3% |
357 | 2 | 0.3% |
356 | 3 | |
355 | 5 | |
354 | 2 | 0.3% |
353 | 2 | 0.3% |
352 | 4 | |
351 | 2 | 0.3% |
MXM_EBBTD_CRSPD
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 517 |
---|---|
Distinct (%) | 83.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 138.69254 |
Minimum | 9.7 |
---|---|
Maximum | 360.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.6 KiB |
Quantile statistics
Minimum | 9.7 |
---|---|
5-th percentile | 42.18 |
Q1 | 105.9 |
median | 142 |
Q3 | 169 |
95-th percentile | 223.4 |
Maximum | 360.2 |
Range | 350.5 |
Interquartile range (IQR) | 63.1 |
Descriptive statistics
Standard deviation | 55.131466 |
---|---|
Coefficient of variation (CV) | 0.39750851 |
Kurtosis | 0.93636752 |
Mean | 138.69254 |
Median Absolute Deviation (MAD) | 30.5 |
Skewness | 0.20550602 |
Sum | 85573.3 |
Variance | 3039.4786 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
134.1 | 3 | 0.5% |
178.5 | 3 | 0.5% |
195.2 | 3 | 0.5% |
134.9 | 3 | 0.5% |
145.3 | 3 | 0.5% |
137.8 | 3 | 0.5% |
148.5 | 3 | 0.5% |
114.1 | 3 | 0.5% |
145.8 | 3 | 0.5% |
146.0 | 3 | 0.5% |
Other values (507) | 587 |
Value | Count | Frequency (%) |
9.7 | 1 | |
11.2 | 1 | |
11.6 | 1 | |
11.9 | 1 | |
13.4 | 1 | |
14.5 | 1 | |
15.2 | 1 | |
15.5 | 1 | |
15.8 | 1 | |
16.1 | 1 |
Value | Count | Frequency (%) |
360.2 | 1 | |
352.8 | 1 | |
351.5 | 1 | |
331.1 | 1 | |
300.9 | 1 | |
291.5 | 1 | |
271.7 | 1 | |
268.1 | 2 | |
266.4 | 1 | |
262.5 | 1 |
MXM_EBBTD_CRDRC
Real number (ℝ)
Distinct | 192 |
---|---|
Distinct (%) | 31.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 255.57374 |
Minimum | 0 |
---|---|
Maximum | 360 |
Zeros | 3 |
Zeros (%) | 0.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.6 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 9.8 |
Q1 | 249 |
median | 274 |
Q3 | 311 |
95-th percentile | 351.2 |
Maximum | 360 |
Range | 360 |
Interquartile range (IQR) | 62 |
Descriptive statistics
Standard deviation | 90.036274 |
---|---|
Coefficient of variation (CV) | 0.35229078 |
Kurtosis | 1.7708796 |
Mean | 255.57374 |
Median Absolute Deviation (MAD) | 32 |
Skewness | -1.5475255 |
Sum | 157689 |
Variance | 8106.5307 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
271 | 17 | 2.8% |
272 | 10 | 1.6% |
347 | 10 | 1.6% |
269 | 10 | 1.6% |
268 | 10 | 1.6% |
270 | 10 | 1.6% |
274 | 9 | 1.5% |
278 | 9 | 1.5% |
267 | 9 | 1.5% |
253 | 8 | 1.3% |
Other values (182) | 515 |
Value | Count | Frequency (%) |
0 | 3 | |
1 | 3 | |
2 | 3 | |
3 | 2 | 0.3% |
4 | 7 | |
5 | 4 | |
6 | 2 | 0.3% |
7 | 2 | 0.3% |
9 | 5 | |
10 | 2 | 0.3% |
Value | Count | Frequency (%) |
360 | 3 | |
358 | 4 | |
357 | 5 | |
356 | 5 | |
355 | 3 | |
354 | 4 | |
353 | 5 | |
352 | 2 | 0.3% |
351 | 6 | |
350 | 4 |
PRDN_MODL_GRID_LO | PRDN_MODL_GRID_LA | MXM_FLDTD_CRSPD | MXM_FLDTD_CRDRC | MXM_EBBTD_CRSPD | MXM_EBBTD_CRDRC | |
---|---|---|---|---|---|---|
PRDN_MODL_GRID_LO | 1.000 | 0.258 | 0.576 | 0.493 | 0.550 | 0.593 |
PRDN_MODL_GRID_LA | 0.258 | 1.000 | 0.594 | 0.569 | 0.580 | 0.681 |
MXM_FLDTD_CRSPD | 0.576 | 0.594 | 1.000 | 0.374 | 0.868 | 0.574 |
MXM_FLDTD_CRDRC | 0.493 | 0.569 | 0.374 | 1.000 | 0.394 | 0.702 |
MXM_EBBTD_CRSPD | 0.550 | 0.580 | 0.868 | 0.394 | 1.000 | 0.496 |
MXM_EBBTD_CRDRC | 0.593 | 0.681 | 0.574 | 0.702 | 0.496 | 1.000 |
PRDN_MODL_GRID_LO | PRDN_MODL_GRID_LA | MXM_FLDTD_CRSPD | MXM_FLDTD_CRDRC | MXM_EBBTD_CRSPD | MXM_EBBTD_CRDRC | |
---|---|---|---|---|---|---|
PRDN_MODL_GRID_LO | 1.000 | -0.233 | -0.432 | 0.196 | -0.331 | 0.207 |
PRDN_MODL_GRID_LA | -0.233 | 1.000 | -0.297 | -0.559 | -0.465 | -0.360 |
MXM_FLDTD_CRSPD | -0.432 | -0.297 | 1.000 | 0.132 | 0.768 | 0.095 |
MXM_FLDTD_CRDRC | 0.196 | -0.559 | 0.132 | 1.000 | 0.237 | 0.425 |
MXM_EBBTD_CRSPD | -0.331 | -0.465 | 0.768 | 0.237 | 1.000 | 0.137 |
MXM_EBBTD_CRDRC | 0.207 | -0.360 | 0.095 | 0.425 | 0.137 | 1.000 |
HB_NM | PRDN_MODL_GRID_LO | PRDN_MODL_GRID_LA | MXM_FLDTD_CRSPD | MXM_FLDTD_CRDRC | MXM_EBBTD_CRSPD | MXM_EBBTD_CRDRC | |
---|---|---|---|---|---|---|---|
0 | 목포항 | 125.72746 | 34.05773 | 179.9 | 301 | 194.3 | 323 |
1 | 목포항 | 125.72746 | 34.08671 | 181.8 | 296 | 198.1 | 321 |
2 | 목포항 | 125.72746 | 34.11569 | 197.0 | 141 | 199.3 | 320 |
3 | 목포항 | 125.72746 | 34.14465 | 210.7 | 119 | 199.2 | 294 |
4 | 목포항 | 125.72746 | 34.17361 | 230.5 | 121 | 203.2 | 289 |
5 | 목포항 | 125.72746 | 34.20255 | 290.4 | 127 | 200.7 | 286 |
6 | 목포항 | 125.72746 | 34.23149 | 285.2 | 121 | 256.8 | 112 |
7 | 목포항 | 125.72746 | 34.26042 | 249.1 | 108 | 205.5 | 110 |
8 | 목포항 | 125.72746 | 34.28933 | 238.5 | 105 | 215.9 | 97 |
9 | 목포항 | 125.72746 | 34.31824 | 223.7 | 100 | 191.6 | 92 |
HB_NM | PRDN_MODL_GRID_LO | PRDN_MODL_GRID_LA | MXM_FLDTD_CRSPD | MXM_FLDTD_CRDRC | MXM_EBBTD_CRSPD | MXM_EBBTD_CRDRC | |
---|---|---|---|---|---|---|---|
607 | 목포항 | 126.52664 | 34.20255 | 51.2 | 39 | 50.7 | 48 |
608 | 목포항 | 126.52664 | 34.23149 | 74.8 | 206 | 110.4 | 19 |
609 | 목포항 | 126.52664 | 34.26042 | 189.8 | 183 | 170.8 | 1 |
610 | 목포항 | 126.52664 | 34.28933 | 168.3 | 177 | 97.9 | 0 |
611 | 목포항 | 126.55861 | 34.05773 | 208.6 | 353 | 224.0 | 343 |
612 | 목포항 | 126.55861 | 34.08671 | 186.0 | 344 | 218.4 | 344 |
613 | 목포항 | 126.55861 | 34.11569 | 156.6 | 172 | 172.3 | 357 |
614 | 목포항 | 126.55861 | 34.23149 | 44.7 | 37 | 84.0 | 42 |
615 | 목포항 | 126.55861 | 34.26042 | 217.7 | 185 | 222.1 | 20 |
616 | 목포항 | 126.55861 | 34.28933 | 188.4 | 182 | 156.9 | 9 |