Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 30 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.1 KiB |
| Average record size in memory | 139.4 B |
Variable types
| Numeric | 15 |
|---|
Dataset
| Description | 부산항에서 처리되는 컨테이너화물의 연도별 물동량 통계 데이터를 제공합니다.- 부산항 컨테이너 부두- 단위 : TEU |
|---|---|
| Author | 부산항만공사 |
| URL | https://www.data.go.kr/data/15055478/fileData.do |
연도 is highly overall correlated with 전체 and 10 other fields | High correlation |
전체 is highly overall correlated with 연도 and 10 other fields | High correlation |
자성대부두 is highly overall correlated with 연도 and 3 other fields | High correlation |
신선대부두 is highly overall correlated with 연도 and 7 other fields | High correlation |
감만부두 is highly overall correlated with 우암부두 and 2 other fields | High correlation |
우암부두 is highly overall correlated with 감만부두 and 2 other fields | High correlation |
감천한진 is highly overall correlated with 감만부두 and 2 other fields | High correlation |
신감만부두 is highly overall correlated with 연도 and 6 other fields | High correlation |
일반부두(북항-감천) is highly overall correlated with 연도 and 8 other fields | High correlation |
신항1부두 is highly overall correlated with 연도 and 9 other fields | High correlation |
신항2부두 is highly overall correlated with 연도 and 8 other fields | High correlation |
신항3부두 is highly overall correlated with 연도 and 8 other fields | High correlation |
신항4부두 is highly overall correlated with 연도 and 7 other fields | High correlation |
신항5부두 is highly overall correlated with 연도 and 7 other fields | High correlation |
다목적부두등 is highly overall correlated with 연도 and 8 other fields | High correlation |
연도 has unique values | Unique |
전체 has unique values | Unique |
자성대부두 has unique values | Unique |
신선대부두 has unique values | Unique |
일반부두(북항-감천) has unique values | Unique |
감만부두 has 5 (16.7%) zeros | Zeros |
우암부두 has 6 (20.0%) zeros | Zeros |
감천한진 has 5 (16.7%) zeros | Zeros |
신감만부두 has 9 (30.0%) zeros | Zeros |
신항1부두 has 13 (43.3%) zeros | Zeros |
신항2부두 has 14 (46.7%) zeros | Zeros |
신항3부두 has 16 (53.3%) zeros | Zeros |
신항4부두 has 17 (56.7%) zeros | Zeros |
신항5부두 has 18 (60.0%) zeros | Zeros |
다목적부두등 has 15 (50.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 04:28:36.246091 |
|---|---|
| Analysis finished | 2023-12-12 04:29:02.616616 |
| Duration | 26.37 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007.5 |
| Minimum | 1993 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 1993 |
|---|---|
| 5-th percentile | 1994.45 |
| Q1 | 2000.25 |
| median | 2007.5 |
| Q3 | 2014.75 |
| 95-th percentile | 2020.55 |
| Maximum | 2022 |
| Range | 29 |
| Interquartile range (IQR) | 14.5 |
Descriptive statistics
| Standard deviation | 8.8034084 |
|---|---|
| Coefficient of variation (CV) | 0.0043852595 |
| Kurtosis | -1.2 |
| Mean | 2007.5 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 0 |
| Sum | 60225 |
| Variance | 77.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 1993 | 1 | 3.3% |
| 2009 | 1 | 3.3% |
| 2022 | 1 | 3.3% |
| 2021 | 1 | 3.3% |
| 2020 | 1 | 3.3% |
| 2019 | 1 | 3.3% |
| 2018 | 1 | 3.3% |
| 2017 | 1 | 3.3% |
| 2016 | 1 | 3.3% |
| 2015 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1993 | 1 | |
| 1994 | 1 | |
| 1995 | 1 | |
| 1996 | 1 | |
| 1997 | 1 | |
| 1998 | 1 | |
| 1999 | 1 | |
| 2000 | 1 | |
| 2001 | 1 | |
| 2002 | 1 |
| Value | Count | Frequency (%) |
| 2022 | 1 | |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 |
전체
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13089953 |
| Minimum | 2975632 |
|---|---|
| Maximum | 22706131 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 2975632 |
|---|---|
| 5-th percentile | 3824790.2 |
| Q1 | 6805446.5 |
| median | 12650477 |
| Q3 | 19263042 |
| 95-th percentile | 22039408 |
| Maximum | 22706131 |
| Range | 19730499 |
| Interquartile range (IQR) | 12457595 |
Descriptive statistics
| Standard deviation | 6559338.5 |
|---|---|
| Coefficient of variation (CV) | 0.50109718 |
| Kurtosis | -1.3705455 |
| Mean | 13089953 |
| Median Absolute Deviation (MAD) | 6536697 |
| Skewness | -0.042509518 |
| Sum | 3.9269859 × 108 |
| Variance | 4.3024921 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 2975632 | 1 | 3.3% |
| 11980611 | 1 | 3.3% |
| 22078195 | 1 | 3.3% |
| 22706131 | 1 | 3.3% |
| 21823996 | 1 | 3.3% |
| 21992001 | 1 | 3.3% |
| 21662573 | 1 | 3.3% |
| 20493477 | 1 | 3.3% |
| 19456293 | 1 | 3.3% |
| 19468725 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2975632 | 1 | |
| 3574925 | 1 | |
| 4130181 | 1 | |
| 4374246 | 1 | |
| 4811377 | 1 | |
| 5311660 | 1 | |
| 5655694 | 1 | |
| 6382899 | 1 | |
| 8073089 | 1 | |
| 9453689 | 1 |
| Value | Count | Frequency (%) |
| 22706131 | 1 | |
| 22078195 | 1 | |
| 21992001 | 1 | |
| 21823996 | 1 | |
| 21662573 | 1 | |
| 20493477 | 1 | |
| 19468725 | 1 | |
| 19456293 | 1 | |
| 18683287 | 1 | |
| 17686099 | 1 |
자성대부두
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1643121.4 |
| Minimum | 896746 |
|---|---|
| Maximum | 2274710 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 896746 |
|---|---|
| 5-th percentile | 1075688.7 |
| Q1 | 1375665.8 |
| median | 1594899.5 |
| Q3 | 1922268.5 |
| 95-th percentile | 2173909.7 |
| Maximum | 2274710 |
| Range | 1377964 |
| Interquartile range (IQR) | 546602.75 |
Descriptive statistics
| Standard deviation | 368422.8 |
|---|---|
| Coefficient of variation (CV) | 0.22422128 |
| Kurtosis | -0.88179593 |
| Mean | 1643121.4 |
| Median Absolute Deviation (MAD) | 315488.5 |
| Skewness | -0.14957908 |
| Sum | 49293643 |
| Variance | 1.3573536 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 1049244 | 1 | 3.3% |
| 1897899 | 1 | 3.3% |
| 1917869 | 1 | 3.3% |
| 1982803 | 1 | 3.3% |
| 1826714 | 1 | 3.3% |
| 1923735 | 1 | 3.3% |
| 1926182 | 1 | 3.3% |
| 2073695 | 1 | 3.3% |
| 1867428 | 1 | 3.3% |
| 1729414 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 896746 | 1 | |
| 1049244 | 1 | |
| 1108010 | 1 | |
| 1195849 | 1 | |
| 1245793 | 1 | |
| 1272333 | 1 | |
| 1286489 | 1 | |
| 1366534 | 1 | |
| 1403061 | 1 | |
| 1476998 | 1 |
| Value | Count | Frequency (%) |
| 2274710 | 1 | |
| 2212526 | 1 | |
| 2126712 | 1 | |
| 2103012 | 1 | |
| 2073695 | 1 | |
| 1982803 | 1 | |
| 1926182 | 1 | |
| 1923735 | 1 | |
| 1917869 | 1 | |
| 1897899 | 1 |
신선대부두
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1888639.8 |
| Minimum | 944722 |
|---|---|
| Maximum | 2688014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 944722 |
|---|---|
| 5-th percentile | 1065247.8 |
| Q1 | 1320702.8 |
| median | 2005392 |
| Q3 | 2365000.8 |
| 95-th percentile | 2617566.7 |
| Maximum | 2688014 |
| Range | 1743292 |
| Interquartile range (IQR) | 1044298 |
Descriptive statistics
| Standard deviation | 563121.64 |
|---|---|
| Coefficient of variation (CV) | 0.29816255 |
| Kurtosis | -1.3457341 |
| Mean | 1888639.8 |
| Median Absolute Deviation (MAD) | 397070.5 |
| Skewness | -0.3665085 |
| Sum | 56659193 |
| Variance | 3.1710598 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 944722 | 1 | 3.3% |
| 2655760 | 1 | 3.3% |
| 2341909 | 1 | 3.3% |
| 2376489 | 1 | 3.3% |
| 2307478 | 1 | 3.3% |
| 2404009 | 1 | 3.3% |
| 2490203 | 1 | 3.3% |
| 2260708 | 1 | 3.3% |
| 1954293 | 1 | 3.3% |
| 2015853 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 944722 | 1 | |
| 1056435 | 1 | |
| 1076019 | 1 | |
| 1077149 | 1 | |
| 1091600 | 1 | |
| 1169493 | 1 | |
| 1216891 | 1 | |
| 1319812 | 1 | |
| 1323375 | 1 | |
| 1528338 | 1 |
| Value | Count | Frequency (%) |
| 2688014 | 1 | |
| 2655760 | 1 | |
| 2570886 | 1 | |
| 2490203 | 1 | |
| 2404009 | 1 | |
| 2400916 | 1 | |
| 2376489 | 1 | |
| 2372698 | 1 | |
| 2341909 | 1 | |
| 2307478 | 1 |
감만부두
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 86.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1490617.5 |
| Minimum | 0 |
|---|---|
| Maximum | 2862254 |
| Zeros | 5 |
| Zeros (%) | 16.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1144958.8 |
| median | 1481800 |
| Q3 | 2041745.2 |
| 95-th percentile | 2789241.5 |
| Maximum | 2862254 |
| Range | 2862254 |
| Interquartile range (IQR) | 896786.5 |
Descriptive statistics
| Standard deviation | 882541.13 |
|---|---|
| Coefficient of variation (CV) | 0.59206413 |
| Kurtosis | -0.56858875 |
| Mean | 1490617.5 |
| Median Absolute Deviation (MAD) | 423672 |
| Skewness | -0.27126249 |
| Sum | 44718524 |
| Variance | 7.7887884 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 0 | 5 | 16.7% |
| 1840908 | 1 | 3.3% |
| 1424086 | 1 | 3.3% |
| 1498394 | 1 | 3.3% |
| 1509062 | 1 | 3.3% |
| 1444404 | 1 | 3.3% |
| 1287910 | 1 | 3.3% |
| 1286369 | 1 | 3.3% |
| 1171826 | 1 | 3.3% |
| 1132395 | 1 | 3.3% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 772922 | 1 | 3.3% |
| 1132395 | 1 | 3.3% |
| 1136003 | 1 | 3.3% |
| 1171826 | 1 | 3.3% |
| 1203322 | 1 | 3.3% |
| 1286369 | 1 | 3.3% |
| 1287910 | 1 | 3.3% |
| 1424086 | 1 | 3.3% |
| 1444404 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 2862254 | 1 | |
| 2842801 | 1 | |
| 2723780 | 1 | |
| 2722509 | 1 | |
| 2558774 | 1 | |
| 2546451 | 1 | |
| 2261533 | 1 | |
| 2081462 | 1 | |
| 1922595 | 1 | |
| 1888349 | 1 |
우암부두
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 278218.83 |
| Minimum | 0 |
|---|---|
| Maximum | 640339 |
| Zeros | 6 |
| Zeros (%) | 20.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 381.25 |
| median | 288928 |
| Q3 | 544392 |
| 95-th percentile | 596672.4 |
| Maximum | 640339 |
| Range | 640339 |
| Interquartile range (IQR) | 544010.75 |
Descriptive statistics
| Standard deviation | 260340.81 |
|---|---|
| Coefficient of variation (CV) | 0.93574116 |
| Kurtosis | -1.887872 |
| Mean | 278218.83 |
| Median Absolute Deviation (MAD) | 283602 |
| Skewness | 0.028027542 |
| Sum | 8346565 |
| Variance | 6.777734 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 0 | 6 | 20.0% |
| 298465 | 1 | 3.3% |
| 232 | 1 | 3.3% |
| 329 | 1 | 3.3% |
| 1476 | 1 | 3.3% |
| 538 | 1 | 3.3% |
| 2465 | 1 | 3.3% |
| 2718 | 1 | 3.3% |
| 46862 | 1 | 3.3% |
| 514920 | 1 | 3.3% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 232 | 1 | 3.3% |
| 329 | 1 | 3.3% |
| 538 | 1 | 3.3% |
| 1476 | 1 | 3.3% |
| 2465 | 1 | 3.3% |
| 2718 | 1 | 3.3% |
| 46862 | 1 | 3.3% |
| 255543 | 1 | 3.3% |
| 279391 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 640339 | 1 | |
| 612489 | 1 | |
| 577341 | 1 | |
| 569922 | 1 | |
| 564739 | 1 | |
| 551938 | 1 | |
| 549889 | 1 | |
| 548090 | 1 | |
| 533298 | 1 | |
| 531298 | 1 |
감천한진
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 86.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167263.37 |
| Minimum | 0 |
|---|---|
| Maximum | 574822 |
| Zeros | 5 |
| Zeros (%) | 16.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 480.5 |
| median | 1867.5 |
| Q3 | 415032 |
| 95-th percentile | 552534.65 |
| Maximum | 574822 |
| Range | 574822 |
| Interquartile range (IQR) | 414551.5 |
Descriptive statistics
| Standard deviation | 231877.11 |
|---|---|
| Coefficient of variation (CV) | 1.3862994 |
| Kurtosis | -1.222434 |
| Mean | 167263.37 |
| Median Absolute Deviation (MAD) | 1867.5 |
| Skewness | 0.8278232 |
| Sum | 5017901 |
| Variance | 5.3766992 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 0 | 5 | 16.7% |
| 187 | 1 | 3.3% |
| 518 | 1 | 3.3% |
| 1012 | 1 | 3.3% |
| 1855 | 1 | 3.3% |
| 1427 | 1 | 3.3% |
| 624 | 1 | 3.3% |
| 1146 | 1 | 3.3% |
| 1880 | 1 | 3.3% |
| 3234 | 1 | 3.3% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 187 | 1 | 3.3% |
| 264 | 1 | 3.3% |
| 468 | 1 | 3.3% |
| 518 | 1 | 3.3% |
| 624 | 1 | 3.3% |
| 1012 | 1 | 3.3% |
| 1146 | 1 | 3.3% |
| 1186 | 1 | 3.3% |
| 1427 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 574822 | 1 | |
| 556154 | 1 | |
| 548111 | 1 | |
| 512285 | 1 | |
| 504269 | 1 | |
| 503697 | 1 | |
| 497701 | 1 | |
| 432972 | 1 | |
| 361212 | 1 | |
| 308671 | 1 |
신감만부두
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | 73.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 731529.2 |
| Minimum | 0 |
|---|---|
| Maximum | 1250148 |
| Zeros | 9 |
| Zeros (%) | 30.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 992490.5 |
| Q3 | 1134114.5 |
| 95-th percentile | 1235110.8 |
| Maximum | 1250148 |
| Range | 1250148 |
| Interquartile range (IQR) | 1134114.5 |
Descriptive statistics
| Standard deviation | 509821.38 |
|---|---|
| Coefficient of variation (CV) | 0.69692554 |
| Kurtosis | -1.4156294 |
| Mean | 731529.2 |
| Median Absolute Deviation (MAD) | 205697 |
| Skewness | -0.67913107 |
| Sum | 21945876 |
| Variance | 2.5991784 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1032732 | 1 | 3.3% |
| 890661 | 1 | 3.3% |
| 1016701 | 1 | 3.3% |
| 1033422 | 1 | 3.3% |
| 1008637 | 1 | 3.3% |
| 970504 | 1 | 3.3% |
| 943275 | 1 | 3.3% |
| 1069650 | 1 | 3.3% |
| 1110635 | 1 | 3.3% |
| Other values (12) | 12 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 481202 | 1 | 3.3% |
| 745564 | 1 | 3.3% |
| 890661 | 1 | 3.3% |
| 943275 | 1 | 3.3% |
| 970504 | 1 | 3.3% |
| 976344 | 1 | 3.3% |
| 1008637 | 1 | 3.3% |
| 1016701 | 1 | 3.3% |
| 1032732 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 1250148 | 1 | |
| 1240864 | 1 | |
| 1228079 | 1 | |
| 1210767 | 1 | |
| 1185608 | 1 | |
| 1165837 | 1 | |
| 1144670 | 1 | |
| 1141941 | 1 | |
| 1110635 | 1 | |
| 1098635 | 1 |
일반부두(북항-감천)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1372875.7 |
| Minimum | 166895 |
|---|---|
| Maximum | 2873705 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 166895 |
|---|---|
| 5-th percentile | 213043.7 |
| Q1 | 597025.5 |
| median | 1116703 |
| Q3 | 2329615.2 |
| 95-th percentile | 2795760.8 |
| Maximum | 2873705 |
| Range | 2706810 |
| Interquartile range (IQR) | 1732589.8 |
Descriptive statistics
| Standard deviation | 961980.93 |
|---|---|
| Coefficient of variation (CV) | 0.70070503 |
| Kurtosis | -1.4535795 |
| Mean | 1372875.7 |
| Median Absolute Deviation (MAD) | 688065.5 |
| Skewness | 0.35591829 |
| Sum | 41186272 |
| Variance | 9.2540732 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 981617 | 1 | 3.3% |
| 893887 | 1 | 3.3% |
| 255386 | 1 | 3.3% |
| 287905 | 1 | 3.3% |
| 166895 | 1 | 3.3% |
| 178400 | 1 | 3.3% |
| 320429 | 1 | 3.3% |
| 447729 | 1 | 3.3% |
| 527801 | 1 | 3.3% |
| 596629 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 166895 | 1 | |
| 178400 | 1 | |
| 255386 | 1 | |
| 287905 | 1 | |
| 320429 | 1 | |
| 447729 | 1 | |
| 527801 | 1 | |
| 596629 | 1 | |
| 598215 | 1 | |
| 603117 | 1 |
| Value | Count | Frequency (%) |
| 2873705 | 1 | |
| 2809502 | 1 | |
| 2778966 | 1 | |
| 2718937 | 1 | |
| 2699951 | 1 | |
| 2677673 | 1 | |
| 2641250 | 1 | |
| 2435093 | 1 | |
| 2013182 | 1 | |
| 1823860 | 1 |
신항1부두
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 981023.4 |
| Minimum | 0 |
|---|---|
| Maximum | 2743856 |
| Zeros | 13 |
| Zeros (%) | 43.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 573390 |
| Q3 | 2158346 |
| 95-th percentile | 2715544.9 |
| Maximum | 2743856 |
| Range | 2743856 |
| Interquartile range (IQR) | 2158346 |
Descriptive statistics
| Standard deviation | 1094337.8 |
|---|---|
| Coefficient of variation (CV) | 1.1155063 |
| Kurtosis | -1.3929879 |
| Mean | 981023.4 |
| Median Absolute Deviation (MAD) | 573390 |
| Skewness | 0.5749088 |
| Sum | 29430702 |
| Variance | 1.1975752 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 2420860 | 1 | 3.3% |
| 2684136 | 1 | 3.3% |
| 2737054 | 1 | 3.3% |
| 2743856 | 1 | 3.3% |
| 2295359 | 1 | 3.3% |
| 2477785 | 1 | 3.3% |
| 2689256 | 1 | 3.3% |
| 2418702 | 1 | 3.3% |
| 1712729 | 1 | 3.3% |
| Other values (8) | 8 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 237714 | 1 | 3.3% |
| 445520 | 1 | 3.3% |
| 701260 | 1 | 3.3% |
| 928205 | 1 | 3.3% |
| 969203 | 1 | 3.3% |
| 1001523 | 1 | 3.3% |
| 1220233 | 1 | 3.3% |
| 1712729 | 1 | 3.3% |
| 1747307 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 2743856 | 1 | |
| 2737054 | 1 | |
| 2689256 | 1 | |
| 2684136 | 1 | |
| 2477785 | 1 | |
| 2420860 | 1 | |
| 2418702 | 1 | |
| 2295359 | 1 | |
| 1747307 | 1 | |
| 1712729 | 1 |
신항2부두
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 56.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1874548.1 |
| Minimum | 0 |
|---|---|
| Maximum | 5501091 |
| Zeros | 14 |
| Zeros (%) | 46.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 355717 |
| Q3 | 4195966.2 |
| 95-th percentile | 5019918 |
| Maximum | 5501091 |
| Range | 5501091 |
| Interquartile range (IQR) | 4195966.2 |
Descriptive statistics
| Standard deviation | 2166163.9 |
|---|---|
| Coefficient of variation (CV) | 1.1555659 |
| Kurtosis | -1.6487836 |
| Mean | 1874548.1 |
| Median Absolute Deviation (MAD) | 355717 |
| Skewness | 0.47507883 |
| Sum | 56236442 |
| Variance | 4.692266 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 133657 | 1 | 3.3% |
| 4827307 | 1 | 3.3% |
| 5086577 | 1 | 3.3% |
| 4837172 | 1 | 3.3% |
| 5501091 | 1 | 3.3% |
| 4938446 | 1 | 3.3% |
| 4531302 | 1 | 3.3% |
| 4626435 | 1 | 3.3% |
| 4296221 | 1 | 3.3% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 133657 | 1 | 3.3% |
| 577777 | 1 | 3.3% |
| 797687 | 1 | 3.3% |
| 2389324 | 1 | 3.3% |
| 3218770 | 1 | 3.3% |
| 3280017 | 1 | 3.3% |
| 3299457 | 1 | 3.3% |
| 3895202 | 1 | 3.3% |
| 4296221 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 5501091 | 1 | |
| 5086577 | 1 | |
| 4938446 | 1 | |
| 4837172 | 1 | |
| 4827307 | 1 | |
| 4626435 | 1 | |
| 4531302 | 1 | |
| 4296221 | 1 | |
| 3895202 | 1 | |
| 3299457 | 1 |
신항3부두
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1086749 |
| Minimum | 0 |
|---|---|
| Maximum | 2954267 |
| Zeros | 16 |
| Zeros (%) | 53.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2425880.5 |
| 95-th percentile | 2869098.2 |
| Maximum | 2954267 |
| Range | 2954267 |
| Interquartile range (IQR) | 2425880.5 |
Descriptive statistics
| Standard deviation | 1241650.3 |
|---|---|
| Coefficient of variation (CV) | 1.1425364 |
| Kurtosis | -1.7972946 |
| Mean | 1086749 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.37386781 |
| Sum | 32602470 |
| Variance | 1.5416954 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 923731 | 1 | 3.3% |
| 1553155 | 1 | 3.3% |
| 2018283 | 1 | 3.3% |
| 2442636 | 1 | 3.3% |
| 2375614 | 1 | 3.3% |
| 2467741 | 1 | 3.3% |
| 2555966 | 1 | 3.3% |
| 1925545 | 1 | 3.3% |
| 2219402 | 1 | 3.3% |
| Other values (5) | 5 | 16.7% |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 923731 | 1 | 3.3% |
| 1553155 | 1 | 3.3% |
| 1925545 | 1 | 3.3% |
| 2018283 | 1 | 3.3% |
| 2219402 | 1 | 3.3% |
| 2375614 | 1 | 3.3% |
| 2442636 | 1 | 3.3% |
| 2467741 | 1 | 3.3% |
| 2555966 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 2954267 | 1 | |
| 2939071 | 1 | |
| 2783576 | 1 | |
| 2770535 | 1 | |
| 2672948 | 1 | |
| 2555966 | 1 | |
| 2467741 | 1 | |
| 2442636 | 1 | |
| 2375614 | 1 | |
| 2219402 | 1 |
신항4부두
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 46.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 896447.9 |
| Minimum | 0 |
|---|---|
| Maximum | 2552383 |
| Zeros | 17 |
| Zeros (%) | 56.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2100038 |
| 95-th percentile | 2360514.2 |
| Maximum | 2552383 |
| Range | 2552383 |
| Interquartile range (IQR) | 2100038 |
Descriptive statistics
| Standard deviation | 1080132.4 |
|---|---|
| Coefficient of variation (CV) | 1.2049026 |
| Kurtosis | -1.8237278 |
| Mean | 896447.9 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.44018977 |
| Sum | 26893437 |
| Variance | 1.1666861 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 837088 | 1 | 3.3% |
| 1576779 | 1 | 3.3% |
| 1988675 | 1 | 3.3% |
| 2391890 | 1 | 3.3% |
| 2552383 | 1 | 3.3% |
| 2320661 | 1 | 3.3% |
| 2322166 | 1 | 3.3% |
| 2069198 | 1 | 3.3% |
| 2061131 | 1 | 3.3% |
| Other values (4) | 4 | 13.3% |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 837088 | 1 | 3.3% |
| 1576779 | 1 | 3.3% |
| 1988675 | 1 | 3.3% |
| 2061131 | 1 | 3.3% |
| 2069198 | 1 | 3.3% |
| 2110318 | 1 | 3.3% |
| 2167478 | 1 | 3.3% |
| 2237903 | 1 | 3.3% |
| 2257767 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 2552383 | 1 | |
| 2391890 | 1 | |
| 2322166 | 1 | |
| 2320661 | 1 | |
| 2257767 | 1 | |
| 2237903 | 1 | |
| 2167478 | 1 | |
| 2110318 | 1 | |
| 2069198 | 1 | |
| 2061131 | 1 |
신항5부두
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 43.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 629254.9 |
| Minimum | 0 |
|---|---|
| Maximum | 2433623 |
| Zeros | 18 |
| Zeros (%) | 60.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1294591.2 |
| 95-th percentile | 2294834.6 |
| Maximum | 2433623 |
| Range | 2433623 |
| Interquartile range (IQR) | 1294591.2 |
Descriptive statistics
| Standard deviation | 918153.56 |
|---|---|
| Coefficient of variation (CV) | 1.4591123 |
| Kurtosis | -0.77142706 |
| Mean | 629254.9 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.98897434 |
| Sum | 18877647 |
| Variance | 8.4300596 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 21 | 1 | 3.3% |
| 459969 | 1 | 3.3% |
| 1099366 | 1 | 3.3% |
| 1305610 | 1 | 3.3% |
| 1261535 | 1 | 3.3% |
| 1541859 | 1 | 3.3% |
| 1940079 | 1 | 3.3% |
| 2269682 | 1 | 3.3% |
| 2119075 | 1 | 3.3% |
| Other values (3) | 3 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 21 | 1 | 3.3% |
| 459969 | 1 | 3.3% |
| 1099366 | 1 | 3.3% |
| 1261535 | 1 | 3.3% |
| 1305610 | 1 | 3.3% |
| 1541859 | 1 | 3.3% |
| 1940079 | 1 | 3.3% |
| 2119075 | 1 | 3.3% |
| 2131414 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 2433623 | 1 | |
| 2315414 | 1 | |
| 2269682 | 1 | |
| 2131414 | 1 | |
| 2119075 | 1 | |
| 1940079 | 1 | |
| 1541859 | 1 | |
| 1305610 | 1 | |
| 1261535 | 1 | |
| 1099366 | 1 |
다목적부두등
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 53.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44637.767 |
| Minimum | 0 |
|---|---|
| Maximum | 371986 |
| Zeros | 15 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 40.5 |
| Q3 | 32243.75 |
| 95-th percentile | 215334.8 |
| Maximum | 371986 |
| Range | 371986 |
| Interquartile range (IQR) | 32243.75 |
Descriptive statistics
| Standard deviation | 88635.922 |
|---|---|
| Coefficient of variation (CV) | 1.9856711 |
| Kurtosis | 5.9939975 |
| Mean | 44637.767 |
| Median Absolute Deviation (MAD) | 40.5 |
| Skewness | 2.4481226 |
| Sum | 1339133 |
| Variance | 7.8563267 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 26242 | 1 | 3.3% |
| 371986 | 1 | 3.3% |
| 226808 | 1 | 3.3% |
| 201312 | 1 | 3.3% |
| 164481 | 1 | 3.3% |
| 147666 | 1 | 3.3% |
| 30782 | 1 | 3.3% |
| 22604 | 1 | 3.3% |
| 81 | 1 | 3.3% |
| Other values (6) | 6 | 20.0% |
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 81 | 1 | 3.3% |
| 214 | 1 | 3.3% |
| 4460 | 1 | 3.3% |
| 8869 | 1 | 3.3% |
| 22604 | 1 | 3.3% |
| 26242 | 1 | 3.3% |
| 30782 | 1 | 3.3% |
| 32731 | 1 | 3.3% |
| 49734 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 371986 | 1 | |
| 226808 | 1 | |
| 201312 | 1 | |
| 164481 | 1 | |
| 147666 | 1 | |
| 51163 | 1 | |
| 49734 | 1 | |
| 32731 | 1 | |
| 30782 | 1 | |
| 26242 | 1 |
| 연도 | 전체 | 자성대부두 | 신선대부두 | 감만부두 | 우암부두 | 감천한진 | 신감만부두 | 일반부두(북항-감천) | 신항1부두 | 신항2부두 | 신항3부두 | 신항4부두 | 신항5부두 | 다목적부두등 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.929 | 0.593 | 0.579 | 0.685 | 0.640 | 0.539 | 0.739 | 0.896 | 0.741 | 0.847 | 0.727 | 0.809 | 0.642 | 0.546 |
| 전체 | 0.929 | 1.000 | 0.330 | 0.872 | 0.776 | 0.829 | 0.796 | 0.787 | 0.836 | 0.758 | 0.688 | 0.813 | 0.863 | 0.575 | 0.000 |
| 자성대부두 | 0.593 | 0.330 | 1.000 | 0.648 | 0.557 | 0.449 | 0.404 | 0.294 | 0.601 | 0.000 | 0.000 | 0.000 | 0.000 | 0.255 | 0.000 |
| 신선대부두 | 0.579 | 0.872 | 0.648 | 1.000 | 0.570 | 0.780 | 0.000 | 0.837 | 0.700 | 0.296 | 0.000 | 0.359 | 0.212 | 0.237 | 0.000 |
| 감만부두 | 0.685 | 0.776 | 0.557 | 0.570 | 1.000 | 0.777 | 0.778 | 0.764 | 0.681 | 0.262 | 0.749 | 0.615 | 0.628 | 0.527 | 0.000 |
| 우암부두 | 0.640 | 0.829 | 0.449 | 0.780 | 0.777 | 1.000 | 0.952 | 0.672 | 0.394 | 0.000 | 0.000 | 0.000 | 0.332 | 0.000 | 0.000 |
| 감천한진 | 0.539 | 0.796 | 0.404 | 0.000 | 0.778 | 0.952 | 1.000 | 0.000 | 0.660 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 신감만부두 | 0.739 | 0.787 | 0.294 | 0.837 | 0.764 | 0.672 | 0.000 | 1.000 | 0.381 | 0.583 | 0.469 | 0.307 | 0.603 | 0.322 | 0.000 |
| 일반부두(북항-감천) | 0.896 | 0.836 | 0.601 | 0.700 | 0.681 | 0.394 | 0.660 | 0.381 | 1.000 | 0.557 | 0.750 | 0.773 | 0.725 | 0.000 | 0.000 |
| 신항1부두 | 0.741 | 0.758 | 0.000 | 0.296 | 0.262 | 0.000 | 0.000 | 0.583 | 0.557 | 1.000 | 0.870 | 0.841 | 0.943 | 0.917 | 0.497 |
| 신항2부두 | 0.847 | 0.688 | 0.000 | 0.000 | 0.749 | 0.000 | 0.000 | 0.469 | 0.750 | 0.870 | 1.000 | 0.961 | 0.866 | 0.771 | 0.847 |
| 신항3부두 | 0.727 | 0.813 | 0.000 | 0.359 | 0.615 | 0.000 | 0.000 | 0.307 | 0.773 | 0.841 | 0.961 | 1.000 | 0.892 | 0.852 | 0.574 |
| 신항4부두 | 0.809 | 0.863 | 0.000 | 0.212 | 0.628 | 0.332 | 0.000 | 0.603 | 0.725 | 0.943 | 0.866 | 0.892 | 1.000 | 0.853 | 0.482 |
| 신항5부두 | 0.642 | 0.575 | 0.255 | 0.237 | 0.527 | 0.000 | 0.000 | 0.322 | 0.000 | 0.917 | 0.771 | 0.852 | 0.853 | 1.000 | 0.798 |
| 다목적부두등 | 0.546 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.497 | 0.847 | 0.574 | 0.482 | 0.798 | 1.000 |
| 연도 | 전체 | 자성대부두 | 신선대부두 | 감만부두 | 우암부두 | 감천한진 | 신감만부두 | 일반부두(북항-감천) | 신항1부두 | 신항2부두 | 신항3부두 | 신항4부두 | 신항5부두 | 다목적부두등 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.996 | 0.562 | 0.763 | 0.209 | -0.029 | 0.023 | 0.582 | -0.707 | 0.944 | 0.941 | 0.901 | 0.841 | 0.884 | 0.921 |
| 전체 | 0.996 | 1.000 | 0.574 | 0.756 | 0.214 | -0.030 | 0.036 | 0.587 | -0.689 | 0.940 | 0.937 | 0.893 | 0.840 | 0.882 | 0.910 |
| 자성대부두 | 0.562 | 0.574 | 1.000 | 0.645 | 0.486 | 0.127 | 0.331 | 0.554 | -0.074 | 0.499 | 0.429 | 0.271 | 0.176 | 0.309 | 0.315 |
| 신선대부두 | 0.763 | 0.756 | 0.645 | 1.000 | 0.452 | 0.329 | 0.077 | 0.795 | -0.414 | 0.687 | 0.707 | 0.644 | 0.456 | 0.495 | 0.663 |
| 감만부두 | 0.209 | 0.214 | 0.486 | 0.452 | 1.000 | 0.742 | 0.733 | 0.555 | 0.445 | -0.000 | -0.049 | -0.118 | -0.214 | -0.194 | -0.063 |
| 우암부두 | -0.029 | -0.030 | 0.127 | 0.329 | 0.742 | 1.000 | 0.516 | 0.569 | 0.480 | -0.198 | -0.221 | -0.247 | -0.245 | -0.397 | -0.203 |
| 감천한진 | 0.023 | 0.036 | 0.331 | 0.077 | 0.733 | 0.516 | 1.000 | 0.290 | 0.596 | -0.152 | -0.211 | -0.314 | -0.299 | -0.311 | -0.295 |
| 신감만부두 | 0.582 | 0.587 | 0.554 | 0.795 | 0.555 | 0.569 | 0.290 | 1.000 | -0.127 | 0.523 | 0.484 | 0.397 | 0.386 | 0.247 | 0.426 |
| 일반부두(북항-감천) | -0.707 | -0.689 | -0.074 | -0.414 | 0.445 | 0.480 | 0.596 | -0.127 | 1.000 | -0.811 | -0.862 | -0.901 | -0.826 | -0.873 | -0.886 |
| 신항1부두 | 0.944 | 0.940 | 0.499 | 0.687 | -0.000 | -0.198 | -0.152 | 0.523 | -0.811 | 1.000 | 0.963 | 0.914 | 0.853 | 0.900 | 0.939 |
| 신항2부두 | 0.941 | 0.937 | 0.429 | 0.707 | -0.049 | -0.221 | -0.211 | 0.484 | -0.862 | 0.963 | 1.000 | 0.952 | 0.883 | 0.925 | 0.963 |
| 신항3부두 | 0.901 | 0.893 | 0.271 | 0.644 | -0.118 | -0.247 | -0.314 | 0.397 | -0.901 | 0.914 | 0.952 | 1.000 | 0.902 | 0.936 | 0.969 |
| 신항4부두 | 0.841 | 0.840 | 0.176 | 0.456 | -0.214 | -0.245 | -0.299 | 0.386 | -0.826 | 0.853 | 0.883 | 0.902 | 1.000 | 0.906 | 0.891 |
| 신항5부두 | 0.884 | 0.882 | 0.309 | 0.495 | -0.194 | -0.397 | -0.311 | 0.247 | -0.873 | 0.900 | 0.925 | 0.936 | 0.906 | 1.000 | 0.930 |
| 다목적부두등 | 0.921 | 0.910 | 0.315 | 0.663 | -0.063 | -0.203 | -0.295 | 0.426 | -0.886 | 0.939 | 0.963 | 0.969 | 0.891 | 0.930 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 연도 | 전체 | 자성대부두 | 신선대부두 | 감만부두 | 우암부두 | 감천한진 | 신감만부두 | 일반부두(북항-감천) | 신항1부두 | 신항2부두 | 신항3부두 | 신항4부두 | 신항5부두 | 다목적부두등 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1993 | 2975632 | 1049244 | 944722 | 0 | 0 | 0 | 0 | 981617 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1994 | 3574925 | 1245793 | 1077149 | 0 | 0 | 0 | 0 | 1251789 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 1995 | 4130181 | 1403061 | 1169493 | 0 | 0 | 0 | 0 | 1557545 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 1996 | 4374246 | 1518585 | 1216891 | 0 | 0 | 0 | 0 | 1638770 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 1997 | 4811377 | 1605331 | 1323375 | 0 | 298465 | 0 | 0 | 1584206 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 1998 | 5311660 | 1108010 | 1091600 | 772922 | 255543 | 308671 | 0 | 1774914 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 1999 | 5655694 | 896746 | 1056435 | 1203322 | 314119 | 361212 | 0 | 1823860 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 2000 | 6382899 | 1195849 | 1076019 | 1506356 | 279391 | 158633 | 0 | 2013182 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 2001 | 8073089 | 1272333 | 1319812 | 1922595 | 447704 | 432972 | 0 | 2677673 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 2002 | 9453689 | 1534637 | 1528338 | 2261533 | 502460 | 504269 | 481202 | 2641250 | 0 | 0 | 0 | 0 | 0 | 0 |
| 연도 | 전체 | 자성대부두 | 신선대부두 | 감만부두 | 우암부두 | 감천한진 | 신감만부두 | 일반부두(북항-감천) | 신항1부두 | 신항2부두 | 신항3부두 | 신항4부두 | 신항5부두 | 다목적부두등 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20 | 2013 | 17686099 | 1366534 | 1744861 | 1465206 | 514920 | 264 | 1032732 | 598215 | 1747307 | 3299457 | 2375614 | 2391890 | 1099366 | 49734 |
| 21 | 2014 | 18683287 | 1476998 | 2190665 | 1136003 | 46862 | 2579 | 1185608 | 678177 | 1712729 | 3895202 | 2467741 | 2552383 | 1305610 | 32731 |
| 22 | 2015 | 19468725 | 1729414 | 2015853 | 1132395 | 2718 | 3234 | 1110635 | 596629 | 2420860 | 4296221 | 2555966 | 2320661 | 1261535 | 22604 |
| 23 | 2016 | 19456293 | 1867428 | 1954293 | 1171826 | 2465 | 1880 | 1069650 | 527801 | 2418702 | 4626435 | 1925545 | 2322166 | 1541859 | 26242 |
| 24 | 2017 | 20493477 | 2073695 | 2260708 | 1286369 | 538 | 1146 | 943275 | 447729 | 2689256 | 4531302 | 2219402 | 2069198 | 1940079 | 30782 |
| 25 | 2018 | 21662573 | 1926182 | 2490203 | 1287910 | 1476 | 624 | 970504 | 320429 | 2477785 | 4938446 | 2770535 | 2061131 | 2269682 | 147666 |
| 26 | 2019 | 21992001 | 1923735 | 2404009 | 1444404 | 329 | 1427 | 1008637 | 178400 | 2295359 | 5501091 | 2783576 | 2167478 | 2119075 | 164481 |
| 27 | 2020 | 21823996 | 1826714 | 2307478 | 1509062 | 232 | 1855 | 1033422 | 166895 | 2743856 | 4837172 | 2954267 | 2110318 | 2131414 | 201312 |
| 28 | 2021 | 22706131 | 1982803 | 2376489 | 1498394 | 0 | 1012 | 1016701 | 287905 | 2737054 | 5086577 | 2939071 | 2237903 | 2315414 | 226808 |
| 29 | 2022 | 22078195 | 1917869 | 2341909 | 1424086 | 0 | 518 | 890661 | 255386 | 2684136 | 4827307 | 2672948 | 2257767 | 2433623 | 371986 |