Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 52 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.4 KiB |
Average record size in memory | 47.5 B |
Variable types
Numeric | 5 |
---|
Dataset
Description | 1971년 부터 연도별 국내선 여객, 국제선 여객, 국내선 화물, 국제선 화물 항공수송실적 요약 통계 정보를 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/15052301/fileData.do |
구분 is highly overall correlated with 국내선여객 and 3 other fields | High correlation |
국내선여객 is highly overall correlated with 구분 and 3 other fields | High correlation |
국제선여객 is highly overall correlated with 구분 and 3 other fields | High correlation |
국내선화물 is highly overall correlated with 구분 and 3 other fields | High correlation |
국제선화물 is highly overall correlated with 구분 and 3 other fields | High correlation |
구분 has unique values | Unique |
국내선여객 has unique values | Unique |
국제선여객 has unique values | Unique |
국내선화물 has unique values | Unique |
국제선화물 has unique values | Unique |
Reproduction
Analysis started | 2023-12-11 23:33:55.793845 |
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Analysis finished | 2023-12-11 23:33:57.924374 |
Duration | 2.13 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 52 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1996.5 |
Minimum | 1971 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 600.0 B |
Quantile statistics
Minimum | 1971 |
---|---|
5-th percentile | 1973.55 |
Q1 | 1983.75 |
median | 1996.5 |
Q3 | 2009.25 |
95-th percentile | 2019.45 |
Maximum | 2022 |
Range | 51 |
Interquartile range (IQR) | 25.5 |
Descriptive statistics
Standard deviation | 15.154757 |
---|---|
Coefficient of variation (CV) | 0.0075906623 |
Kurtosis | -1.2 |
Mean | 1996.5 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 0 |
Sum | 103818 |
Variance | 229.66667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1971 | 1 | 1.9% |
1998 | 1 | 1.9% |
2000 | 1 | 1.9% |
2001 | 1 | 1.9% |
2002 | 1 | 1.9% |
2003 | 1 | 1.9% |
2004 | 1 | 1.9% |
2005 | 1 | 1.9% |
2006 | 1 | 1.9% |
2007 | 1 | 1.9% |
Other values (42) | 42 |
Value | Count | Frequency (%) |
1971 | 1 | |
1972 | 1 | |
1973 | 1 | |
1974 | 1 | |
1975 | 1 | |
1976 | 1 | |
1977 | 1 | |
1978 | 1 | |
1979 | 1 | |
1980 | 1 |
Value | Count | Frequency (%) |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 |
국내선여객
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 52 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15070637 |
Minimum | 795298 |
---|---|
Maximum | 36328296 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 600.0 B |
Quantile statistics
Minimum | 795298 |
---|---|
5-th percentile | 1049208.6 |
Q1 | 2742571.5 |
median | 17169340 |
Q3 | 21946843 |
95-th percentile | 32664876 |
Maximum | 36328296 |
Range | 35532998 |
Interquartile range (IQR) | 19204272 |
Descriptive statistics
Standard deviation | 10874949 |
---|---|
Coefficient of variation (CV) | 0.72159849 |
Kurtosis | -1.2019854 |
Mean | 15070637 |
Median Absolute Deviation (MAD) | 8343468.5 |
Skewness | 0.055145172 |
Sum | 7.8367314 × 108 |
Variance | 1.1826452 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1105470 | 1 | 1.9% |
19504413 | 1 | 1.9% |
22514887 | 1 | 1.9% |
21811334 | 1 | 1.9% |
21248326 | 1 | 1.9% |
21379524 | 1 | 1.9% |
18892652 | 1 | 1.9% |
17157595 | 1 | 1.9% |
17181085 | 1 | 1.9% |
16847870 | 1 | 1.9% |
Other values (42) | 42 |
Value | Count | Frequency (%) |
795298 | 1 | |
905909 | 1 | |
991078 | 1 | |
1096770 | 1 | |
1105470 | 1 | |
1120922 | 1 | |
1269081 | 1 | |
1460781 | 1 | |
1480986 | 1 | |
1555220 | 1 |
Value | Count | Frequency (%) |
36328296 | 1 | |
33146646 | 1 | |
32980968 | 1 | |
32406255 | 1 | |
31600610 | 1 | |
30912922 | 1 | |
27980135 | 1 | |
25638653 | 1 | |
25164038 | 1 | |
24647538 | 1 |
국제선여객
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 52 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21885623 |
Minimum | 515244 |
---|---|
Maximum | 90385640 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 600.0 B |
Quantile statistics
Minimum | 515244 |
---|---|
5-th percentile | 1347903.2 |
Q1 | 3652278.5 |
median | 14172144 |
Q3 | 32909010 |
95-th percentile | 74780519 |
Maximum | 90385640 |
Range | 89870396 |
Interquartile range (IQR) | 29256732 |
Descriptive statistics
Standard deviation | 23470560 |
---|---|
Coefficient of variation (CV) | 1.0724191 |
Kurtosis | 1.3934235 |
Mean | 21885623 |
Median Absolute Deviation (MAD) | 11073046 |
Skewness | 1.441603 |
Sum | 1.1380524 × 109 |
Variance | 5.508672 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
515244 | 1 | 1.9% |
14104367 | 1 | 1.9% |
19452282 | 1 | 1.9% |
20350504 | 1 | 1.9% |
22716818 | 1 | 1.9% |
21459288 | 1 | 1.9% |
26930936 | 1 | 1.9% |
29683846 | 1 | 1.9% |
32707495 | 1 | 1.9% |
36855905 | 1 | 1.9% |
Other values (42) | 42 |
Value | Count | Frequency (%) |
515244 | 1 | |
784845 | 1 | |
1244067 | 1 | |
1432860 | 1 | |
1566116 | 1 | |
2014131 | 1 | |
2316391 | 1 | |
2708145 | 1 | |
2921574 | 1 | |
2988832 | 1 |
Value | Count | Frequency (%) |
90385640 | 1 | |
85925288 | 1 | |
76955719 | 1 | |
73000810 | 1 | |
61434404 | 1 | |
56778759 | 1 | |
50986891 | 1 | |
47702644 | 1 | |
42648549 | 1 | |
40060948 | 1 |
국내선화물
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 52 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 208036.92 |
Minimum | 5430 |
---|---|
Maximum | 434228 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 600.0 B |
Quantile statistics
Minimum | 5430 |
---|---|
5-th percentile | 6682.35 |
Q1 | 54137 |
median | 253462.5 |
Q3 | 308660 |
95-th percentile | 426375.6 |
Maximum | 434228 |
Range | 428798 |
Interquartile range (IQR) | 254523 |
Descriptive statistics
Standard deviation | 144811.69 |
---|---|
Coefficient of variation (CV) | 0.69608649 |
Kurtosis | -1.3361885 |
Mean | 208036.92 |
Median Absolute Deviation (MAD) | 114504.5 |
Skewness | -0.14317985 |
Sum | 10817920 |
Variance | 2.0970426 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7284 | 1 | 1.9% |
363548 | 1 | 1.9% |
434228 | 1 | 1.9% |
431033 | 1 | 1.9% |
432701 | 1 | 1.9% |
422565 | 1 | 1.9% |
408984 | 1 | 1.9% |
372386 | 1 | 1.9% |
355249 | 1 | 1.9% |
316397 | 1 | 1.9% |
Other values (42) | 42 |
Value | Count | Frequency (%) |
5430 | 1 | |
5623 | 1 | |
5947 | 1 | |
7284 | 1 | |
7550 | 1 | |
7841 | 1 | |
8820 | 1 | |
11003 | 1 | |
12764 | 1 | |
13918 | 1 |
Value | Count | Frequency (%) |
434228 | 1 | |
432701 | 1 | |
431033 | 1 | |
422565 | 1 | |
408984 | 1 | |
393275 | 1 | |
387319 | 1 | |
372386 | 1 | |
363548 | 1 | |
355249 | 1 |
국제선화물
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 52 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1680035.2 |
Minimum | 28580 |
---|---|
Maximum | 4168783 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 600.0 B |
Quantile statistics
Minimum | 28580 |
---|---|
5-th percentile | 64417.35 |
Q1 | 292716.5 |
median | 1450861.5 |
Q3 | 3087735.8 |
95-th percentile | 3886727.6 |
Maximum | 4168783 |
Range | 4140203 |
Interquartile range (IQR) | 2795019.2 |
Descriptive statistics
Standard deviation | 1387506.3 |
---|---|
Coefficient of variation (CV) | 0.82587929 |
Kurtosis | -1.4671862 |
Mean | 1680035.2 |
Median Absolute Deviation (MAD) | 1271424 |
Skewness | 0.28789669 |
Sum | 87361829 |
Variance | 1.9251736 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
28580 | 1 | 1.9% |
1470751 | 1 | 1.9% |
1949352 | 1 | 1.9% |
1863832 | 1 | 1.9% |
2076806 | 1 | 1.9% |
2208794 | 1 | 1.9% |
2569133 | 1 | 1.9% |
2616814 | 1 | 1.9% |
2853534 | 1 | 1.9% |
3137964 | 1 | 1.9% |
Other values (42) | 42 |
Value | Count | Frequency (%) |
28580 | 1 | |
38035 | 1 | |
57885 | 1 | |
69762 | 1 | |
97752 | 1 | |
105248 | 1 | |
123612 | 1 | |
141999 | 1 | |
167465 | 1 | |
191410 | 1 |
Value | Count | Frequency (%) |
4168783 | 1 | |
4031516 | 1 | |
4015987 | 1 | |
3780970 | 1 | |
3518772 | 1 | |
3420247 | 1 | |
3410743 | 1 | |
3326884 | 1 | |
3320436 | 1 | |
3246253 | 1 |
구분 | 국내선여객 | 국제선여객 | 국내선화물 | 국제선화물 | |
---|---|---|---|---|---|
구분 | 1.000 | 0.886 | 0.812 | 0.910 | 0.941 |
국내선여객 | 0.886 | 1.000 | 0.798 | 0.920 | 0.927 |
국제선여객 | 0.812 | 0.798 | 1.000 | 0.670 | 0.869 |
국내선화물 | 0.910 | 0.920 | 0.670 | 1.000 | 0.905 |
국제선화물 | 0.941 | 0.927 | 0.869 | 0.905 | 1.000 |
구분 | 국내선여객 | 국제선여객 | 국내선화물 | 국제선화물 | |
---|---|---|---|---|---|
구분 | 1.000 | 0.920 | 0.884 | 0.660 | 0.987 |
국내선여객 | 0.920 | 1.000 | 0.813 | 0.746 | 0.910 |
국제선여객 | 0.884 | 0.813 | 1.000 | 0.753 | 0.926 |
국내선화물 | 0.660 | 0.746 | 0.753 | 1.000 | 0.686 |
국제선화물 | 0.987 | 0.910 | 0.926 | 0.686 | 1.000 |
구분 | 국내선여객 | 국제선여객 | 국내선화물 | 국제선화물 | |
---|---|---|---|---|---|
0 | 1971 | 1105470 | 515244 | 7284 | 28580 |
1 | 1972 | 1120922 | 784845 | 7841 | 38035 |
2 | 1973 | 1269081 | 1432860 | 8820 | 57885 |
3 | 1974 | 991078 | 1244067 | 5947 | 69762 |
4 | 1975 | 905909 | 1566116 | 5623 | 97752 |
5 | 1976 | 795298 | 2014131 | 5430 | 105248 |
6 | 1977 | 1096770 | 2316391 | 7550 | 123612 |
7 | 1978 | 1460781 | 2708145 | 11003 | 141999 |
8 | 1979 | 1811955 | 2988832 | 13918 | 167465 |
9 | 1980 | 1480986 | 2921574 | 12764 | 191410 |
구분 | 국내선여객 | 국제선여객 | 국내선화물 | 국제선화물 | |
---|---|---|---|---|---|
42 | 2013 | 22353370 | 50986891 | 252686 | 3246253 |
43 | 2014 | 24647538 | 56778759 | 283119 | 3410743 |
44 | 2015 | 27980135 | 61434404 | 287781 | 3518772 |
45 | 2016 | 30912922 | 73000810 | 292887 | 3780970 |
46 | 2017 | 32406255 | 76955719 | 290125 | 4031516 |
47 | 2018 | 31600610 | 85925288 | 273192 | 4168783 |
48 | 2019 | 32980968 | 90385640 | 258730 | 4015987 |
49 | 2020 | 25164038 | 14239922 | 181785 | 3070993 |
50 | 2021 | 33146646 | 3209364 | 204585 | 3420247 |
51 | 2022 | 36328296 | 19500059 | 229355 | 3320436 |