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 | 1989년 부터 연도별 국내선과 국제선의 통합된 항공수송실적 정보를 통계적으로 활용할 수 있도록 제공 합니다(연도, 여객,화물,운항실적) |
---|---|
URL | https://www.data.go.kr/data/15061960/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(회) 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(회) has unique values | Unique |
운항킬로(Km) has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 20:50:08.051579 |
---|---|
Analysis finished | 2023-12-12 20:50:13.481524 |
Duration | 5.43 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 | 53766204 |
Minimum | 17234880 |
---|---|
Maximum | 1.2336661 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 17234880 |
---|---|
5-th percentile | 21882011 |
Q1 | 36740668 |
median | 44894366 |
Q3 | 62791340 |
95-th percentile | 1.1221935 × 108 |
Maximum | 1.2336661 × 108 |
Range | 1.0613173 × 108 |
Interquartile range (IQR) | 26050672 |
Descriptive statistics
Standard deviation | 27614010 |
---|---|
Coefficient of variation (CV) | 0.51359418 |
Kurtosis | 0.71849699 |
Mean | 53766204 |
Median Absolute Deviation (MAD) | 11109788 |
Skewness | 1.1758322 |
Sum | 1.828051 × 109 |
Variance | 7.6253353 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
17234880 | 1 | 2.9% |
89414538 | 1 | 2.9% |
51574629 | 1 | 2.9% |
60277303 | 1 | 2.9% |
63629352 | 1 | 2.9% |
69304162 | 1 | 2.9% |
73340261 | 1 | 2.9% |
81426297 | 1 | 2.9% |
103913732 | 1 | 2.9% |
53715079 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
17234880 | 1 | |
20690235 | 1 | |
22523737 | 1 | |
25811748 | 1 | |
27201333 | 1 | |
31481845 | 1 | |
33608780 | 1 | |
35611282 | 1 | |
36356010 | 1 | |
37894642 | 1 |
Value | Count | Frequency (%) |
123366608 | 1 | |
117525898 | 1 | |
109361974 | 1 | |
103913732 | 1 | |
89414538 | 1 | |
81426297 | 1 | |
73340261 | 1 | |
69304162 | 1 | |
63629352 | 1 | |
60277303 | 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 | 1.139256 × 1011 |
Minimum | 3.1777993 × 1010 |
---|---|
Maximum | 2.8175539 × 1011 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 3.1777993 × 1010 |
---|---|
5-th percentile | 3.7811157 × 1010 |
Q1 | 6.421411 × 1010 |
median | 9.4379113 × 1010 |
Q3 | 1.4523818 × 1011 |
95-th percentile | 2.5063708 × 1011 |
Maximum | 2.8175539 × 1011 |
Range | 2.499774 × 1011 |
Interquartile range (IQR) | 8.1024067 × 1010 |
Descriptive statistics
Standard deviation | 6.7053534 × 1010 |
---|---|
Coefficient of variation (CV) | 0.588573 |
Kurtosis | 0.35109562 |
Mean | 1.139256 × 1011 |
Median Absolute Deviation (MAD) | 3.2903679 × 1010 |
Skewness | 1.0499582 |
Sum | 3.8734705 × 1012 |
Variance | 4.4961764 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
32973999372 | 1 | 2.9% |
198443391184 | 1 | 2.9% |
116308231361 | 1 | 2.9% |
135770783780 | 1 | 2.9% |
148393975328 | 1 | 2.9% |
162734832587 | 1 | 2.9% |
172962561667 | 1 | 2.9% |
183113042574 | 1 | 2.9% |
224081038844 | 1 | 2.9% |
121307694103 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
31777992723 | 1 | |
32973999372 | 1 | |
40415780780 | 1 | |
42968310434 | 1 | |
50453658708 | 1 | |
53138303731 | 1 | |
60636514958 | 1 | |
62314352681 | 1 | |
62612530888 | 1 | |
69018847961 | 1 |
Value | Count | Frequency (%) |
281755393409 | 1 | |
263629301103 | 1 | |
243641271520 | 1 | |
224081038844 | 1 | |
198443391184 | 1 | |
183113042574 | 1 | |
172962561667 | 1 | |
162734832587 | 1 | |
148393975328 | 1 | |
135770783780 | 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 | 2760547.7 |
Minimum | 865713 |
---|---|
Maximum | 4441975 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 865713 |
---|---|
5-th percentile | 977331.1 |
Q1 | 1880321.8 |
median | 3065174.5 |
Q3 | 3542152.5 |
95-th percentile | 4291140.4 |
Maximum | 4441975 |
Range | 3576262 |
Interquartile range (IQR) | 1661830.8 |
Descriptive statistics
Standard deviation | 1070992.7 |
---|---|
Coefficient of variation (CV) | 0.38796384 |
Kurtosis | -1.0582784 |
Mean | 2760547.7 |
Median Absolute Deviation (MAD) | 711486 |
Skewness | -0.34643359 |
Sum | 93858622 |
Variance | 1.1470253 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
865713 | 1 | 2.9% |
3806553 | 1 | 2.9% |
3141146 | 1 | 2.9% |
3588741 | 1 | 2.9% |
3519237 | 1 | 2.9% |
3474057 | 1 | 2.9% |
3498939 | 1 | 2.9% |
3693861 | 1 | 2.9% |
4073795 | 1 | 2.9% |
3454508 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
865713 | 1 | |
959590 | 1 | |
986884 | 1 | |
1078832 | 1 | |
1223888 | 1 | |
1418923 | 1 | |
1613469 | 1 | |
1782337 | 1 | |
1834298 | 1 | |
2018393 | 1 |
Value | Count | Frequency (%) |
4441975 | 1 | |
4321641 | 1 | |
4274717 | 1 | |
4073795 | 1 | |
3806553 | 1 | |
3693861 | 1 | |
3624832 | 1 | |
3588741 | 1 | |
3549791 | 1 | |
3519237 | 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 | 1.2901695 × 1010 |
Minimum | 4.3314316 × 109 |
---|---|
Maximum | 1.9447759 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 4.3314316 × 109 |
---|---|
5-th percentile | 4.5991985 × 109 |
Q1 | 9.7252897 × 109 |
median | 1.39475 × 1010 |
Q3 | 1.6287409 × 1010 |
95-th percentile | 1.856395 × 1010 |
Maximum | 1.9447759 × 1010 |
Range | 1.5116327 × 1010 |
Interquartile range (IQR) | 6.5621191 × 109 |
Descriptive statistics
Standard deviation | 4.5655041 × 109 |
---|---|
Coefficient of variation (CV) | 0.35386854 |
Kurtosis | -0.82510296 |
Mean | 1.2901695 × 1010 |
Median Absolute Deviation (MAD) | 2.9410877 × 109 |
Skewness | -0.55563399 |
Sum | 4.3865764 × 1011 |
Variance | 2.0843827 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4331431570 | 1 | 2.9% |
16780475856 | 1 | 2.9% |
14085183952 | 1 | 2.9% |
16376088401 | 1 | 2.9% |
16021369980 | 1 | 2.9% |
15678617167 | 1 | 2.9% |
15657045872 | 1 | 2.9% |
16472894383 | 1 | 2.9% |
17477169423 | 1 | 2.9% |
15880213082 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
4331431570 | 1 | |
4548580506 | 1 | |
4626454321 | 1 | |
5062484859 | 1 | |
6287703403 | 1 | |
7107986755 | 1 | |
8218439669 | 1 | |
9176947009 | 1 | |
9400102457 | 1 | |
10700851468 | 1 |
Value | Count | Frequency (%) |
19447758637 | 1 | |
18875336169 | 1 | |
18396280846 | 1 | |
18306326147 | 1 | |
17886623141 | 1 | |
17477169423 | 1 | |
16780475856 | 1 | |
16472894383 | 1 | |
16376088401 | 1 | |
16021369980 | 1 |
운항(회)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 360471.65 |
Minimum | 122857 |
---|---|
Maximum | 723592 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 122857 |
---|---|
5-th percentile | 146721.9 |
Q1 | 249782.25 |
median | 326861 |
Q3 | 424884 |
95-th percentile | 666907.45 |
Maximum | 723592 |
Range | 600735 |
Interquartile range (IQR) | 175101.75 |
Descriptive statistics
Standard deviation | 158668.39 |
---|---|
Coefficient of variation (CV) | 0.44016886 |
Kurtosis | -0.074442419 |
Mean | 360471.65 |
Median Absolute Deviation (MAD) | 79312 |
Skewness | 0.75139095 |
Sum | 12256036 |
Variance | 2.5175659 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
122857 | 1 | 2.9% |
570591 | 1 | 2.9% |
379865 | 1 | 2.9% |
403296 | 1 | 2.9% |
432080 | 1 | 2.9% |
469335 | 1 | 2.9% |
500738 | 1 | 2.9% |
536586 | 1 | 2.9% |
629853 | 1 | 2.9% |
386314 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
122857 | 1 | |
139529 | 1 | |
150595 | 1 | |
177627 | 1 | |
201182 | 1 | |
214424 | 1 | |
234027 | 1 | |
246910 | 1 | |
248188 | 1 | |
254565 | 1 |
Value | Count | Frequency (%) |
723592 | 1 | |
691521 | 1 | |
653654 | 1 | |
629853 | 1 | |
570591 | 1 | |
536586 | 1 | |
500738 | 1 | |
469335 | 1 | |
432080 | 1 | |
403296 | 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 | 7.6995083 × 108 |
Minimum | 2.4072893 × 108 |
---|---|
Maximum | 1.543833 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 2.4072893 × 108 |
---|---|
5-th percentile | 2.9354123 × 108 |
Q1 | 5.0606189 × 108 |
median | 7.3163864 × 108 |
Q3 | 9.7952206 × 108 |
95-th percentile | 1.39719 × 109 |
Maximum | 1.543833 × 109 |
Range | 1.3031041 × 109 |
Interquartile range (IQR) | 4.7346017 × 108 |
Descriptive statistics
Standard deviation | 3.4897233 × 108 |
---|---|
Coefficient of variation (CV) | 0.45323976 |
Kurtosis | -0.48478161 |
Mean | 7.6995083 × 108 |
Median Absolute Deviation (MAD) | 2.3780138 × 108 |
Skewness | 0.52561918 |
Sum | 2.6178328 × 1010 |
Variance | 1.2178168 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
240728926 | 1 | 2.9% |
1197486056 | 1 | 2.9% |
790370533 | 1 | 2.9% |
894995910 | 1 | 2.9% |
984715383 | 1 | 2.9% |
1055832994 | 1 | 2.9% |
1116671455 | 1 | 2.9% |
1151922788 | 1 | 2.9% |
1291889819 | 1 | 2.9% |
860482950 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
240728926 | 1 | |
280656064 | 1 | |
300479394 | 1 | |
347095622 | 1 | |
371002537 | 1 | |
416475276 | 1 | |
468101617 | 1 | |
489105234 | 1 | |
498569299 | 1 | |
528539658 | 1 |
Value | Count | Frequency (%) |
1543833004 | 1 | |
1455708646 | 1 | |
1365679888 | 1 | |
1291889819 | 1 | |
1197486056 | 1 | |
1151922788 | 1 | |
1116671455 | 1 | |
1055832994 | 1 | |
984715383 | 1 | |
963942086 | 1 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(회) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
구분 | 1.000 | 0.860 | 0.915 | 0.938 | 0.939 | 0.971 | 0.917 |
여객(명) | 0.860 | 1.000 | 0.971 | 0.766 | 0.709 | 0.928 | 0.941 |
여객킬로(Km) | 0.915 | 0.971 | 1.000 | 0.920 | 0.883 | 0.955 | 0.982 |
화물(톤) | 0.938 | 0.766 | 0.920 | 1.000 | 0.982 | 0.937 | 0.946 |
화물톤킬로(Km) | 0.939 | 0.709 | 0.883 | 0.982 | 1.000 | 0.910 | 0.841 |
운항(회) | 0.971 | 0.928 | 0.955 | 0.937 | 0.910 | 1.000 | 0.975 |
운항킬로(Km) | 0.917 | 0.941 | 0.982 | 0.946 | 0.841 | 0.975 | 1.000 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(회) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
구분 | 1.000 | 0.799 | 0.691 | 0.950 | 0.966 | 0.909 | 0.919 |
여객(명) | 0.799 | 1.000 | 0.980 | 0.910 | 0.862 | 0.967 | 0.961 |
여객킬로(Km) | 0.691 | 0.980 | 1.000 | 0.832 | 0.771 | 0.914 | 0.903 |
화물(톤) | 0.950 | 0.910 | 0.832 | 1.000 | 0.989 | 0.976 | 0.979 |
화물톤킬로(Km) | 0.966 | 0.862 | 0.771 | 0.989 | 1.000 | 0.945 | 0.952 |
운항(회) | 0.909 | 0.967 | 0.914 | 0.976 | 0.945 | 1.000 | 0.998 |
운항킬로(Km) | 0.919 | 0.961 | 0.903 | 0.979 | 0.952 | 0.998 | 1.000 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(회) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
0 | 1989 | 17234880 | 32973999372 | 865713 | 4331431570 | 122857 | 240728926 |
1 | 1990 | 20690235 | 40415780780 | 959590 | 4626454321 | 139529 | 280656064 |
2 | 1991 | 22523737 | 42968310434 | 986884 | 4548580506 | 150595 | 300479394 |
3 | 1992 | 25811748 | 50453658708 | 1078832 | 5062484859 | 177627 | 347095622 |
4 | 1993 | 27201333 | 53138303731 | 1223888 | 6287703403 | 201182 | 371002537 |
5 | 1994 | 31481845 | 60636514958 | 1418923 | 7107986755 | 214424 | 416475276 |
6 | 1995 | 35611282 | 69018847961 | 1613469 | 8218439669 | 234027 | 468101617 |
7 | 1996 | 39559043 | 78775501273 | 1782337 | 9176947009 | 254565 | 528539658 |
8 | 1997 | 42176926 | 83426879836 | 2018393 | 10700851468 | 277048 | 591150615 |
9 | 1998 | 33608780 | 62612530888 | 1834298 | 9400102457 | 248188 | 489105234 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(회) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
24 | 2013 | 73340261 | 172962561667 | 3498939 | 15657045872 | 500738 | 1116671455 |
25 | 2014 | 81426297 | 183113042574 | 3693861 | 16472894383 | 536586 | 1151922788 |
26 | 2015 | 89414538 | 198443391184 | 3806553 | 16780475856 | 570591 | 1197486056 |
27 | 2016 | 103913732 | 224081038844 | 4073795 | 17477169423 | 629853 | 1291889819 |
28 | 2017 | 109361974 | 243641271520 | 4321641 | 18875336169 | 653654 | 1365679888 |
29 | 2018 | 117525898 | 263629301103 | 4441975 | 19447758637 | 691521 | 1455708646 |
30 | 2019 | 123366608 | 281755393409 | 4274717 | 18306326147 | 723592 | 1543833004 |
31 | 2020 | 39403960 | 62314352681 | 3252778 | 15811549626 | 339594 | 770665128 |
32 | 2021 | 36356010 | 31777992723 | 3624832 | 18396280846 | 344140 | 796210636 |
33 | 2022 | 55828355 | 106873081476 | 3549791 | 17886623141 | 399207 | 963942086 |