Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 34 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.2 KiB |
Average record size in memory | 66.9 B |
Variable types
Numeric | 7 |
---|
Dataset
Description | 1989년부터 연도별로 발생한 국제 항공수송실적(여객, 여객킬로미터, 화물, 화물톤킬로미터, 운항, 운항킬로미터) 정보를 제공 |
---|---|
URL | https://www.data.go.kr/data/15052303/fileData.do |
구분 is highly overall correlated with 여객(명) and 5 other fields | High correlation |
여객(명) is highly overall correlated with 구분 and 5 other fields | High correlation |
여객킬로(Km) is highly overall correlated with 구분 and 5 other fields | High correlation |
화물(톤) is highly overall correlated with 구분 and 5 other fields | High correlation |
화물톤킬로(Km) is highly overall correlated with 구분 and 5 other fields | High correlation |
운항(편) is highly overall correlated with 구분 and 5 other fields | High correlation |
운항킬로(Km) is highly overall correlated with 구분 and 5 other fields | High correlation |
구분 has unique values | Unique |
여객(명) has unique values | Unique |
여객킬로(Km) has unique values | Unique |
화물(톤) has unique values | Unique |
화물톤킬로(Km) has unique values | Unique |
운항(편) has unique values | Unique |
운항킬로(Km) has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 15:02:39.005400 |
---|---|
Analysis finished | 2023-12-12 15:02:44.162130 |
Duration | 5.16 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2005.5 |
Minimum | 1989 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 1989 |
---|---|
5-th percentile | 1990.65 |
Q1 | 1997.25 |
median | 2005.5 |
Q3 | 2013.75 |
95-th percentile | 2020.35 |
Maximum | 2022 |
Range | 33 |
Interquartile range (IQR) | 16.5 |
Descriptive statistics
Standard deviation | 9.9582462 |
---|---|
Coefficient of variation (CV) | 0.004965468 |
Kurtosis | -1.2 |
Mean | 2005.5 |
Median Absolute Deviation (MAD) | 8.5 |
Skewness | 0 |
Sum | 68187 |
Variance | 99.166667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1989 | 1 | 2.9% |
2015 | 1 | 2.9% |
2009 | 1 | 2.9% |
2010 | 1 | 2.9% |
2011 | 1 | 2.9% |
2012 | 1 | 2.9% |
2013 | 1 | 2.9% |
2014 | 1 | 2.9% |
2016 | 1 | 2.9% |
2007 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
1989 | 1 | |
1990 | 1 | |
1991 | 1 | |
1992 | 1 | |
1993 | 1 | |
1994 | 1 | |
1995 | 1 | |
1996 | 1 | |
1997 | 1 | |
1998 | 1 |
Value | Count | Frequency (%) |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 |
여객(명)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31884237 |
Minimum | 3208695 |
---|---|
Maximum | 90385640 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 3208695 |
---|---|
5-th percentile | 9156277.2 |
Q1 | 14330629 |
median | 22088053 |
Q3 | 42001649 |
95-th percentile | 80095068 |
Maximum | 90385640 |
Range | 87176945 |
Interquartile range (IQR) | 27671020 |
Descriptive statistics
Standard deviation | 23504120 |
---|---|
Coefficient of variation (CV) | 0.73717054 |
Kurtosis | 0.40534798 |
Mean | 31884237 |
Median Absolute Deviation (MAD) | 11128272 |
Skewness | 1.1330705 |
Sum | 1.0840641 × 109 |
Variance | 5.5244367 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8283164 | 1 | 2.9% |
61434404 | 1 | 2.9% |
33513556 | 1 | 2.9% |
40060948 | 1 | 2.9% |
42648549 | 1 | 2.9% |
47702644 | 1 | 2.9% |
50986891 | 1 | 2.9% |
56778759 | 1 | 2.9% |
73000810 | 1 | 2.9% |
36867209 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
3208695 | 1 | |
8283164 | 1 | |
9626415 | 1 | |
10270666 | 1 | |
11257011 | 1 | |
11651345 | 1 | |
13075979 | 1 | |
14104367 | 1 | |
14239922 | 1 | |
14602751 | 1 |
Value | Count | Frequency (%) |
90385640 | 1 | |
85925288 | 1 | |
76955719 | 1 | |
73000810 | 1 | |
61434404 | 1 | |
56778759 | 1 | |
50986891 | 1 | |
47702644 | 1 | |
42648549 | 1 | |
40060948 | 1 |
여객킬로(Km)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.0573131 × 1011 |
Minimum | 1.9425505 × 1010 |
---|---|
Maximum | 2.6932216 × 1011 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 1.9425505 × 1010 |
---|---|
5-th percentile | 3.4091697 × 1010 |
Q1 | 5.7205075 × 1010 |
median | 8.6899112 × 1010 |
Q3 | 1.3693943 × 1011 |
95-th percentile | 2.3852023 × 1011 |
Maximum | 2.6932216 × 1011 |
Range | 2.4989665 × 1011 |
Interquartile range (IQR) | 7.9734352 × 1010 |
Descriptive statistics
Standard deviation | 6.5412158 × 1010 |
---|---|
Coefficient of variation (CV) | 0.61866405 |
Kurtosis | 0.32836592 |
Mean | 1.0573131 × 1011 |
Median Absolute Deviation (MAD) | 3.3408554 × 1010 |
Skewness | 1.039679 |
Sum | 3.5948644 × 1012 |
Variance | 4.2787505 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
29795423539 | 1 | 2.9% |
187736721402 | 1 | 2.9% |
109203059493 | 1 | 2.9% |
127760197379 | 1 | 2.9% |
139999170306 | 1 | 2.9% |
154025032053 | 1 | 2.9% |
163869564223 | 1 | 2.9% |
173643425127 | 1 | 2.9% |
212261253909 | 1 | 2.9% |
114781804194 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
19425504763 | 1 | |
29795423539 | 1 | |
36405075593 | 1 | |
38521435036 | 1 | |
45220452753 | 1 | |
47627320253 | 1 | |
52825973790 | 1 | |
54155141982 | 1 | |
55735664549 | 1 | |
61613305631 | 1 |
Value | Count | Frequency (%) |
269322159636 | 1 | |
251747144593 | 1 | |
231398037659 | 1 | |
212261253909 | 1 | |
187736721402 | 1 | |
173643425127 | 1 | |
163869564223 | 1 | |
154025032053 | 1 | |
139999170306 | 1 | |
127760197379 | 1 |
화물(톤)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2459515.9 |
Minimum | 711295 |
---|---|
Maximum | 4168783 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 711295 |
---|---|
5-th percentile | 783637.95 |
Q1 | 1510831.8 |
median | 2735176 |
Q3 | 3301890.2 |
95-th percentile | 4021422.1 |
Maximum | 4168783 |
Range | 3457488 |
Interquartile range (IQR) | 1791058.5 |
Descriptive statistics
Standard deviation | 1075116.6 |
---|---|
Coefficient of variation (CV) | 0.43712531 |
Kurtosis | -1.2617469 |
Mean | 2459515.9 |
Median Absolute Deviation (MAD) | 784709.5 |
Skewness | -0.22221171 |
Sum | 83623539 |
Variance | 1.1558758 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
711295 | 1 | 2.9% |
3518772 | 1 | 2.9% |
2872469 | 1 | 2.9% |
3326884 | 1 | 2.9% |
3238105 | 1 | 2.9% |
3208780 | 1 | 2.9% |
3246253 | 1 | 2.9% |
3410742 | 1 | 2.9% |
3780908 | 1 | 2.9% |
3138110 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
711295 | 1 | |
776759 | 1 | |
787342 | 1 | |
837215 | 1 | |
950574 | 1 | |
1112841 | 1 | |
1290749 | 1 | |
1430974 | 1 | |
1470751 | 1 | |
1631074 | 1 |
Value | Count | Frequency (%) |
4168783 | 1 | |
4031516 | 1 | |
4015987 | 1 | |
3780908 | 1 | |
3518772 | 1 | |
3420163 | 1 | |
3410742 | 1 | |
3326884 | 1 | |
3320436 | 1 | |
3246253 | 1 |
화물톤킬로(Km)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.2783195 × 1010 |
Minimum | 4.2682809 × 109 |
---|---|
Maximum | 1.9342426 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 4.2682809 × 109 |
---|---|
5-th percentile | 4.5251948 × 109 |
Q1 | 9.5832698 × 109 |
median | 1.3810317 × 1010 |
Q3 | 1.6178732 × 1010 |
95-th percentile | 1.8472149 × 1010 |
Maximum | 1.9342426 × 1010 |
Range | 1.5074145 × 1010 |
Interquartile range (IQR) | 6.5954623 × 109 |
Descriptive statistics
Standard deviation | 4.5640672 × 109 |
---|---|
Coefficient of variation (CV) | 0.35703651 |
Kurtosis | -0.84742585 |
Mean | 1.2783195 × 1010 |
Median Absolute Deviation (MAD) | 2.9604808 × 109 |
Skewness | -0.54070861 |
Sum | 4.3462861 × 1011 |
Variance | 2.0830709 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4268280900 | 1 | 2.9% |
16668181349 | 1 | 2.9% |
13974345353 | 1 | 2.9% |
16269479765 | 1 | 2.9% |
15906489014 | 1 | 2.9% |
15570007045 | 1 | 2.9% |
15552806369 | 1 | 2.9% |
16362231739 | 1 | 2.9% |
17364874916 | 1 | 2.9% |
15751272660 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
4268280900 | 1 | |
4470003436 | 1 | |
4554913269 | 1 | |
4968222114 | 1 | |
6182815941 | 1 | |
6991924086 | 1 | |
8095571850 | 1 | |
9043163394 | 1 | |
9260279496 | 1 | |
10552240545 | 1 |
Value | Count | Frequency (%) |
19342425708 | 1 | |
18763256304 | 1 | |
18315399325 | 1 | |
18206036913 | 1 | |
17796219327 | 1 | |
17364874916 | 1 | |
16668181349 | 1 | |
16362231739 | 1 | |
16269479765 | 1 | |
15906489014 | 1 |
운항(편)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 206357.24 |
Minimum | 44219 |
---|---|
Maximum | 528239 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 44219 |
---|---|
5-th percentile | 57657.25 |
Q1 | 95908 |
median | 168714 |
Q3 | 274598 |
95-th percentile | 471095.5 |
Maximum | 528239 |
Range | 484020 |
Interquartile range (IQR) | 178690 |
Descriptive statistics
Standard deviation | 137904.28 |
---|---|
Coefficient of variation (CV) | 0.66827937 |
Kurtosis | -0.21016879 |
Mean | 206357.24 |
Median Absolute Deviation (MAD) | 82655 |
Skewness | 0.89333828 |
Sum | 7016146 |
Variance | 1.9017591 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
44219 | 1 | 2.9% |
388008 | 1 | 2.9% |
232482 | 1 | 2.9% |
256688 | 1 | 2.9% |
280568 | 1 | 2.9% |
313726 | 1 | 2.9% |
338988 | 1 | 2.9% |
366485 | 1 | 2.9% |
438856 | 1 | 2.9% |
253026 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
44219 | 1 | |
53442 | 1 | |
59927 | 1 | |
66363 | 1 | |
68615 | 1 | |
77332 | 1 | |
89880 | 1 | |
90801 | 1 | |
94635 | 1 | |
99727 | 1 |
Value | Count | Frequency (%) |
528239 | 1 | |
497089 | 1 | |
457099 | 1 | |
438856 | 1 | |
388008 | 1 | |
366485 | 1 | |
338988 | 1 | |
313726 | 1 | |
280568 | 1 | |
256688 | 1 |
운항킬로(Km)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.1320791 × 108 |
Minimum | 2.1295928 × 108 |
---|---|
Maximum | 1.4718968 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 2.1295928 × 108 |
---|---|
5-th percentile | 2.6142575 × 108 |
Q1 | 4.5282967 × 108 |
median | 6.7845603 × 108 |
Q3 | 9.1450833 × 108 |
95-th percentile | 1.3249261 × 109 |
Maximum | 1.4718968 × 109 |
Range | 1.2589375 × 109 |
Interquartile range (IQR) | 4.6167866 × 108 |
Descriptive statistics
Standard deviation | 3.3927708 × 108 |
---|---|
Coefficient of variation (CV) | 0.47570571 |
Kurtosis | -0.47907769 |
Mean | 7.1320791 × 108 |
Median Absolute Deviation (MAD) | 2.3834429 × 108 |
Skewness | 0.5586614 |
Sum | 2.4249069 × 1010 |
Variance | 1.1510893 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
212959283 | 1 | 2.9% |
1129168964 | 1 | 2.9% |
733250621 | 1 | 2.9% |
837835526 | 1 | 2.9% |
924896637 | 1 | 2.9% |
994113658 | 1 | 2.9% |
1052112177 | 1 | 2.9% |
1088367933 | 1 | 2.9% |
1220195279 | 1 | 2.9% |
809520260 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
212959283 | 1 | |
249721301 | 1 | |
267728140 | 1 | |
307090481 | 1 | |
324066393 | 1 | |
368526347 | 1 | |
417823447 | 1 | |
434778500 | 1 | |
445444973 | 1 | |
474983759 | 1 |
Value | Count | Frequency (%) |
1471896831 | 1 | |
1384385156 | 1 | |
1292909720 | 1 | |
1220195279 | 1 | |
1129168964 | 1 | |
1088367933 | 1 | |
1052112177 | 1 | |
994113658 | 1 | |
924896637 | 1 | |
883343409 | 1 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(편) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
구분 | 1.000 | 0.848 | 0.897 | 0.950 | 0.939 | 0.932 | 0.914 |
여객(명) | 0.848 | 1.000 | 0.969 | 0.809 | 0.745 | 0.905 | 0.921 |
여객킬로(Km) | 0.897 | 0.969 | 1.000 | 0.864 | 0.867 | 0.957 | 0.965 |
화물(톤) | 0.950 | 0.809 | 0.864 | 1.000 | 0.955 | 0.904 | 0.954 |
화물톤킬로(Km) | 0.939 | 0.745 | 0.867 | 0.955 | 1.000 | 0.811 | 0.833 |
운항(편) | 0.932 | 0.905 | 0.957 | 0.904 | 0.811 | 1.000 | 0.979 |
운항킬로(Km) | 0.914 | 0.921 | 0.965 | 0.954 | 0.833 | 0.979 | 1.000 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(편) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
구분 | 1.000 | 0.673 | 0.678 | 0.954 | 0.966 | 0.851 | 0.911 |
여객(명) | 0.673 | 1.000 | 0.992 | 0.815 | 0.755 | 0.953 | 0.901 |
여객킬로(Km) | 0.678 | 0.992 | 1.000 | 0.817 | 0.761 | 0.948 | 0.908 |
화물(톤) | 0.954 | 0.815 | 0.817 | 1.000 | 0.989 | 0.941 | 0.973 |
화물톤킬로(Km) | 0.966 | 0.755 | 0.761 | 0.989 | 1.000 | 0.900 | 0.947 |
운항(편) | 0.851 | 0.953 | 0.948 | 0.941 | 0.900 | 1.000 | 0.984 |
운항킬로(Km) | 0.911 | 0.901 | 0.908 | 0.973 | 0.947 | 0.984 | 1.000 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(편) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
0 | 1989 | 8283164 | 29795423539 | 711295 | 4268280900 | 44219 | 212959283 |
1 | 1990 | 9626415 | 36405075593 | 776759 | 4554913269 | 53442 | 249721301 |
2 | 1991 | 10270666 | 38521435036 | 787342 | 4470003436 | 59927 | 267728140 |
3 | 1992 | 11257011 | 45220452753 | 837215 | 4968222114 | 66363 | 307090481 |
4 | 1993 | 11651345 | 47627320253 | 950574 | 6182815941 | 68615 | 324066393 |
5 | 1994 | 13075979 | 54155141982 | 1112841 | 6991924086 | 77332 | 368526347 |
6 | 1995 | 14602751 | 61613305631 | 1290749 | 8095571850 | 89880 | 417823447 |
7 | 1996 | 15992455 | 70487823984 | 1430974 | 9043163394 | 99727 | 474983759 |
8 | 1997 | 16598273 | 74374822877 | 1631074 | 10552240545 | 105267 | 531408207 |
9 | 1998 | 14104367 | 55735664549 | 1470751 | 9260279496 | 90801 | 434778500 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(편) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
24 | 2013 | 50986891 | 163869564223 | 3246253 | 15552806369 | 338988 | 1052112177 |
25 | 2014 | 56778759 | 173643425127 | 3410742 | 16362231739 | 366485 | 1088367933 |
26 | 2015 | 61434404 | 187736721402 | 3518772 | 16668181349 | 388008 | 1129168964 |
27 | 2016 | 73000810 | 212261253909 | 3780908 | 17364874916 | 438856 | 1220195279 |
28 | 2017 | 76955719 | 231398037659 | 4031516 | 18763256304 | 457099 | 1292909720 |
29 | 2018 | 85925288 | 251747144593 | 4168783 | 19342425708 | 497089 | 1384385156 |
30 | 2019 | 90385640 | 269322159636 | 4015987 | 18206036913 | 528239 | 1471896831 |
31 | 2020 | 14239922 | 52825973790 | 3070993 | 15739129769 | 167211 | 707024399 |
32 | 2021 | 3208695 | 19425504763 | 3420163 | 18315399325 | 131442 | 718003390 |
33 | 2022 | 19499920 | 93185602310 | 3320436 | 17796219327 | 182761 | 883343409 |