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 | 연도별 국내 항공수송실적 정보 제공합니다 (연도, 여객(명), 여객킬로, 화물, 화물톤킬로, 운항, 운항킬로 등) |
---|---|
URL | https://www.data.go.kr/data/15052304/fileData.do |
구분 is highly overall correlated with 여객(명) and 3 other fields | High correlation |
여객(명) is highly overall correlated with 구분 and 3 other fields | High correlation |
여객킬로(Km) is highly overall correlated with 구분 and 3 other fields | High correlation |
화물(톤) is highly overall correlated with 화물톤킬로(Km) | High correlation |
화물톤킬로(Km) is highly overall correlated with 화물(톤) | High correlation |
운항(편) is highly overall correlated with 구분 and 3 other fields | High correlation |
운항킬로(Km) is highly overall correlated with 구분 and 3 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 16:04:45.019104 |
---|---|
Analysis finished | 2023-12-12 16:04:50.352262 |
Duration | 5.33 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 | 21881944 |
Minimum | 8951716 |
---|---|
Maximum | 36328296 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 8951716 |
---|---|
5-th percentile | 11836833 |
Q1 | 17401082 |
median | 21196434 |
Q3 | 25034913 |
95-th percentile | 33038955 |
Maximum | 36328296 |
Range | 27376580 |
Interquartile range (IQR) | 7633831 |
Descriptive statistics
Standard deviation | 6581870.7 |
---|---|
Coefficient of variation (CV) | 0.30079004 |
Kurtosis | -0.15850359 |
Mean | 21881944 |
Median Absolute Deviation (MAD) | 3991476.5 |
Skewness | 0.3843942 |
Sum | 7.4398608 × 108 |
Variance | 4.3321022 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8951716 | 1 | 2.9% |
27980134 | 1 | 2.9% |
18061073 | 1 | 2.9% |
20216355 | 1 | 2.9% |
20980803 | 1 | 2.9% |
21601518 | 1 | 2.9% |
22353370 | 1 | 2.9% |
24647538 | 1 | 2.9% |
30912922 | 1 | 2.9% |
16847870 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
8951716 | 1 | |
11063820 | 1 | |
12253071 | 1 | |
14554737 | 1 | |
15549988 | 1 | |
16847870 | 1 | |
16990360 | 1 | |
17157595 | 1 | |
17181085 | 1 | |
18061073 | 1 |
Value | Count | Frequency (%) |
36328296 | 1 | |
33146646 | 1 | |
32980968 | 1 | |
32406255 | 1 | |
31600610 | 1 | |
30912922 | 1 | |
27980134 | 1 | |
25578653 | 1 | |
25164038 | 1 | |
24647538 | 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 | 8.1942967 × 109 |
Minimum | 3.1785758 × 109 |
---|---|
Maximum | 1.3687479 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 3.1785758 × 109 |
---|---|
5-th percentile | 4.2942158 × 109 |
Q1 | 6.6449997 × 109 |
median | 7.9055367 × 109 |
Q3 | 9.3754624 × 109 |
95-th percentile | 1.2380749 × 1010 |
Maximum | 1.3687479 × 1010 |
Range | 1.0508903 × 1010 |
Interquartile range (IQR) | 2.7304627 × 109 |
Descriptive statistics
Standard deviation | 2.5302372 × 109 |
---|---|
Coefficient of variation (CV) | 0.30878028 |
Kurtosis | -0.17922481 |
Mean | 8.1942967 × 109 |
Median Absolute Deviation (MAD) | 1.287157 × 109 |
Skewness | 0.34875645 |
Sum | 2.7860609 × 1011 |
Variance | 6.4021003 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3178575833 | 1 | 2.9% |
10706669782 | 1 | 2.9% |
7105171868 | 1 | 2.9% |
8010586401 | 1 | 2.9% |
8394805022 | 1 | 2.9% |
8709800534 | 1 | 2.9% |
9092997444 | 1 | 2.9% |
9469617447 | 1 | 2.9% |
11819784935 | 1 | 2.9% |
6525889909 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
3178575833 | 1 | |
4010705187 | 1 | |
4446875398 | 1 | |
5233205955 | 1 | |
5510983478 | 1 | |
6481372976 | 1 | |
6525889909 | 1 | |
6593754843 | 1 | |
6643004388 | 1 | |
6650985647 | 1 |
Value | Count | Frequency (%) |
13687479166 | 1 | |
12433233773 | 1 | |
12352487960 | 1 | |
12243233861 | 1 | |
11882156510 | 1 | |
11819784935 | 1 | |
10706669782 | 1 | |
9488378891 | 1 | |
9469617447 | 1 | |
9092997444 | 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 | 301029.38 |
Minimum | 154418 |
---|---|
Maximum | 434228 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 154418 |
---|---|
5-th percentile | 182464.9 |
Q1 | 255361.75 |
median | 285450 |
Q3 | 361472.5 |
95-th percentile | 431616.5 |
Maximum | 434228 |
Range | 279810 |
Interquartile range (IQR) | 106110.75 |
Descriptive statistics
Standard deviation | 77911.173 |
---|---|
Coefficient of variation (CV) | 0.25881584 |
Kurtosis | -0.77733967 |
Mean | 301029.38 |
Median Absolute Deviation (MAD) | 49964 |
Skewness | 0.18534977 |
Sum | 10234999 |
Variance | 6.0701509 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
154418 | 1 | 2.9% |
287781 | 1 | 2.9% |
268677 | 1 | 2.9% |
261857 | 1 | 2.9% |
281132 | 1 | 2.9% |
265277 | 1 | 2.9% |
252686 | 1 | 2.9% |
283119 | 1 | 2.9% |
292887 | 1 | 2.9% |
316398 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
154418 | 1 | |
181785 | 1 | |
182831 | 1 | |
199542 | 1 | |
204585 | 1 | |
229355 | 1 | |
241617 | 1 | |
252686 | 1 | |
254239 | 1 | |
258730 | 1 |
Value | Count | Frequency (%) |
434228 | 1 | |
432702 | 1 | |
431032 | 1 | |
422565 | 1 | |
408985 | 1 | |
393275 | 1 | |
387319 | 1 | |
372385 | 1 | |
363547 | 1 | |
355249 | 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 | 1.1857018 × 108 |
Minimum | 63150670 |
---|---|
Maximum | 1.7007137 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 63150670 |
---|---|
5-th percentile | 72112275 |
Q1 | 1.0331956 × 108 |
median | 1.1218719 × 108 |
Q3 | 1.4356842 × 108 |
95-th percentile | 1.6749619 × 108 |
Maximum | 1.7007137 × 108 |
Range | 1.069207 × 108 |
Interquartile range (IQR) | 40248864 |
Descriptive statistics
Standard deviation | 29995949 |
---|---|
Coefficient of variation (CV) | 0.25298054 |
Kurtosis | -0.76248221 |
Mean | 1.1857018 × 108 |
Median Absolute Deviation (MAD) | 19760435 |
Skewness | 0.17945234 |
Sum | 4.0313863 × 109 |
Variance | 8.9975698 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
63150670 | 1 | 2.9% |
112294507 | 1 | 2.9% |
110838599 | 1 | 2.9% |
106608636 | 1 | 2.9% |
114880966 | 1 | 2.9% |
108610122 | 1 | 2.9% |
104239503 | 1 | 2.9% |
110662644 | 1 | 2.9% |
114658097 | 1 | 2.9% |
128940422 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
63150670 | 1 | |
71541052 | 1 | |
72419857 | 1 | |
78577070 | 1 | |
80881521 | 1 | |
90403814 | 1 | |
94262745 | 1 | |
100289234 | 1 | |
103012912 | 1 | |
104239503 | 1 |
Value | Count | Frequency (%) |
170071367 | 1 | |
167850697 | 1 | |
167305300 | 1 | |
166418231 | 1 | |
163527869 | 1 | |
151080785 | 1 | |
150594497 | 1 | |
148610923 | 1 | |
144816912 | 1 | |
139822961 | 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 | 154114.03 |
Minimum | 78638 |
---|---|
Maximum | 216445 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 78638 |
---|---|
5-th percentile | 89064.65 |
Q1 | 137762 |
median | 155223.5 |
Q3 | 171361 |
95-th percentile | 202202.25 |
Maximum | 216445 |
Range | 137807 |
Interquartile range (IQR) | 33599 |
Descriptive statistics
Standard deviation | 32725.517 |
---|---|
Coefficient of variation (CV) | 0.21234613 |
Kurtosis | 0.30378117 |
Mean | 154114.03 |
Median Absolute Deviation (MAD) | 16858.5 |
Skewness | -0.36533183 |
Sum | 5239877 |
Variance | 1.0709595 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
78638 | 1 | 2.9% |
182583 | 1 | 2.9% |
147383 | 1 | 2.9% |
146608 | 1 | 2.9% |
151512 | 1 | 2.9% |
155609 | 1 | 2.9% |
161750 | 1 | 2.9% |
170101 | 1 | 2.9% |
190997 | 1 | 2.9% |
133288 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
78638 | 1 | |
86087 | 1 | |
90668 | 1 | |
111264 | 1 | |
127046 | 1 | |
127771 | 1 | |
132567 | 1 | |
133288 | 1 | |
137092 | 1 | |
139772 | 1 |
Value | Count | Frequency (%) |
216445 | 1 | |
212690 | 1 | |
196555 | 1 | |
195349 | 1 | |
194432 | 1 | |
190997 | 1 | |
182583 | 1 | |
172383 | 1 | |
171781 | 1 | |
170101 | 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 | 56742920 |
Minimum | 27769643 |
---|---|
Maximum | 80598677 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 27769643 |
---|---|
5-th percentile | 32115482 |
Q1 | 50449300 |
median | 57571050 |
Q3 | 63619260 |
95-th percentile | 74673145 |
Maximum | 80598677 |
Range | 52829034 |
Interquartile range (IQR) | 13169960 |
Descriptive statistics
Standard deviation | 12467444 |
---|---|
Coefficient of variation (CV) | 0.21971806 |
Kurtosis | 0.26817274 |
Mean | 56742920 |
Median Absolute Deviation (MAD) | 6798294 |
Skewness | -0.38597914 |
Sum | 1.9292593 × 109 |
Variance | 1.5543716 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27769643 | 1 | 2.9% |
68317092 | 1 | 2.9% |
57119912 | 1 | 2.9% |
57160384 | 1 | 2.9% |
59818746 | 1 | 2.9% |
61719336 | 1 | 2.9% |
64559278 | 1 | 2.9% |
63554855 | 1 | 2.9% |
71694540 | 1 | 2.9% |
50962690 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
27769643 | 1 | |
30934763 | 1 | |
32751254 | 1 | |
40005141 | 1 | |
46936144 | 1 | |
47789782 | 1 | |
47852712 | 1 | |
47948929 | 1 | |
50278170 | 1 | |
50962690 | 1 |
Value | Count | Frequency (%) |
80598677 | 1 | |
78207246 | 1 | |
72770168 | 1 | |
71936173 | 1 | |
71694540 | 1 | |
71323490 | 1 | |
68317092 | 1 | |
64559278 | 1 | |
63640729 | 1 | |
63554855 | 1 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(편) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
구분 | 1.000 | 0.622 | 0.869 | 0.792 | 0.771 | 0.790 | 0.778 |
여객(명) | 0.622 | 1.000 | 0.926 | 0.677 | 0.629 | 0.922 | 0.912 |
여객킬로(Km) | 0.869 | 0.926 | 1.000 | 0.855 | 0.680 | 0.864 | 0.879 |
화물(톤) | 0.792 | 0.677 | 0.855 | 1.000 | 0.957 | 0.585 | 0.516 |
화물톤킬로(Km) | 0.771 | 0.629 | 0.680 | 0.957 | 1.000 | 0.523 | 0.524 |
운항(편) | 0.790 | 0.922 | 0.864 | 0.585 | 0.523 | 1.000 | 0.988 |
운항킬로(Km) | 0.778 | 0.912 | 0.879 | 0.516 | 0.524 | 0.988 | 1.000 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(편) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
구분 | 1.000 | 0.728 | 0.832 | -0.205 | -0.181 | 0.744 | 0.868 |
여객(명) | 0.728 | 1.000 | 0.971 | 0.093 | 0.062 | 0.968 | 0.923 |
여객킬로(Km) | 0.832 | 0.971 | 1.000 | -0.021 | -0.032 | 0.942 | 0.960 |
화물(톤) | -0.205 | 0.093 | -0.021 | 1.000 | 0.987 | 0.096 | -0.045 |
화물톤킬로(Km) | -0.181 | 0.062 | -0.032 | 0.987 | 1.000 | 0.064 | -0.047 |
운항(편) | 0.744 | 0.968 | 0.942 | 0.096 | 0.064 | 1.000 | 0.954 |
운항킬로(Km) | 0.868 | 0.923 | 0.960 | -0.045 | -0.047 | 0.954 | 1.000 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(편) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
0 | 1989 | 8951716 | 3178575833 | 154418 | 63150670 | 78638 | 27769643 |
1 | 1990 | 11063820 | 4010705187 | 182831 | 71541052 | 86087 | 30934763 |
2 | 1991 | 12253071 | 4446875398 | 199542 | 78577070 | 90668 | 32751254 |
3 | 1992 | 14554737 | 5233205955 | 241617 | 94262745 | 111264 | 40005141 |
4 | 1993 | 15549988 | 5510983478 | 273314 | 104887462 | 132567 | 46936144 |
5 | 1994 | 18405866 | 6481372976 | 306082 | 116062669 | 137092 | 47948929 |
6 | 1995 | 21008531 | 7405542330 | 322720 | 122867819 | 144147 | 50278170 |
7 | 1996 | 23566588 | 8287677289 | 351363 | 133783615 | 154838 | 53555899 |
8 | 1997 | 25578653 | 9052056959 | 387319 | 148610923 | 171781 | 59742408 |
9 | 1998 | 19504413 | 6876866339 | 363547 | 139822961 | 157387 | 54326734 |
구분 | 여객(명) | 여객킬로(Km) | 화물(톤) | 화물톤킬로(Km) | 운항(편) | 운항킬로(Km) | |
---|---|---|---|---|---|---|---|
24 | 2013 | 22353370 | 9092997444 | 252686 | 104239503 | 161750 | 64559278 |
25 | 2014 | 24647538 | 9469617447 | 283119 | 110662644 | 170101 | 63554855 |
26 | 2015 | 27980134 | 10706669782 | 287781 | 112294507 | 182583 | 68317092 |
27 | 2016 | 30912922 | 11819784935 | 292887 | 114658097 | 190997 | 71694540 |
28 | 2017 | 32406255 | 12243233861 | 290125 | 112079865 | 196555 | 72770168 |
29 | 2018 | 31600610 | 11882156510 | 273192 | 105332929 | 194432 | 71323490 |
30 | 2019 | 32980968 | 12433233773 | 258730 | 100289234 | 195349 | 71936173 |
31 | 2020 | 25164038 | 9488378891 | 181785 | 72419857 | 172383 | 63640729 |
32 | 2021 | 33146646 | 12352487960 | 204585 | 80881521 | 212690 | 78207246 |
33 | 2022 | 36328296 | 13687479166 | 229355 | 90403814 | 216445 | 80598677 |