Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 68 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.7 KiB |
Average record size in memory | 55.9 B |
Variable types
Numeric | 6 |
---|
Dataset
Description | 주요한 경제지표인 수출입 동향 지표에 대한 시의적절한 분석 및 공표를 통해 산업활동, 경제정책 수립과 정책대응에 기여 (연도, 수출금액, 수출증감률 등) |
---|---|
Author | 산업통상자원부 |
URL | https://www.data.go.kr/data/3039964/fileData.do |
연도 is highly overall correlated with 수출금액(천불) and 2 other fields | High correlation |
수출금액(천불) is highly overall correlated with 연도 and 1 other fields | High correlation |
수출증감률 is highly overall correlated with 연도 and 2 other fields | High correlation |
수입금액(천불) is highly overall correlated with 연도 and 2 other fields | High correlation |
수입증감률 is highly overall correlated with 수출증감률 | High correlation |
연도 has unique values | Unique |
수출금액(천불) has unique values | Unique |
수입금액(천불) has unique values | Unique |
수지(천불) has unique values | Unique |
수출증감률 has 1 (1.5%) zeros | Zeros |
수입증감률 has 2 (2.9%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-15 00:33:06.703341 |
---|---|
Analysis finished | 2024-03-15 00:33:15.759277 |
Duration | 9.06 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 68 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1989.5 |
Minimum | 1956 |
---|---|
Maximum | 2023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 740.0 B |
Quantile statistics
Minimum | 1956 |
---|---|
5-th percentile | 1959.35 |
Q1 | 1972.75 |
median | 1989.5 |
Q3 | 2006.25 |
95-th percentile | 2019.65 |
Maximum | 2023 |
Range | 67 |
Interquartile range (IQR) | 33.5 |
Descriptive statistics
Standard deviation | 19.77372 |
---|---|
Coefficient of variation (CV) | 0.0099390399 |
Kurtosis | -1.2 |
Mean | 1989.5 |
Median Absolute Deviation (MAD) | 17 |
Skewness | 0 |
Sum | 135286 |
Variance | 391 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1956 | 1 | 1.5% |
2000 | 1 | 1.5% |
2006 | 1 | 1.5% |
2005 | 1 | 1.5% |
2004 | 1 | 1.5% |
2003 | 1 | 1.5% |
2002 | 1 | 1.5% |
2001 | 1 | 1.5% |
1999 | 1 | 1.5% |
1991 | 1 | 1.5% |
Other values (58) | 58 |
Value | Count | Frequency (%) |
1956 | 1 | |
1957 | 1 | |
1958 | 1 | |
1959 | 1 | |
1960 | 1 | |
1961 | 1 | |
1962 | 1 | |
1963 | 1 | |
1964 | 1 | |
1965 | 1 |
Value | Count | Frequency (%) |
2023 | 1 | |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 |
수출금액(천불)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 68 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.7778844 × 108 |
Minimum | 16451 |
---|---|
Maximum | 6.8358476 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 740.0 B |
Quantile statistics
Minimum | 16451 |
---|---|
5-th percentile | 27476.2 |
Q1 | 2824790.8 |
median | 63696452 |
Q3 | 3.3498203 × 108 |
95-th percentile | 5.9395182 × 108 |
Maximum | 6.8358476 × 108 |
Range | 6.8356831 × 108 |
Interquartile range (IQR) | 3.3215724 × 108 |
Descriptive statistics
Standard deviation | 2.2280142 × 108 |
---|---|
Coefficient of variation (CV) | 1.2531829 |
Kurtosis | -0.52564838 |
Mean | 1.7778844 × 108 |
Median Absolute Deviation (MAD) | 63648607 |
Skewness | 1.0278802 |
Sum | 1.2089614 × 1010 |
Variance | 4.9640474 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
24595 | 1 | 1.5% |
172267510 | 1 | 1.5% |
325464848 | 1 | 1.5% |
284418743 | 1 | 1.5% |
253844672 | 1 | 1.5% |
193817443 | 1 | 1.5% |
162470528 | 1 | 1.5% |
150439144 | 1 | 1.5% |
143685459 | 1 | 1.5% |
71870122 | 1 | 1.5% |
Other values (58) | 58 |
Value | Count | Frequency (%) |
16451 | 1 | |
19812 | 1 | |
22202 | 1 | |
24595 | 1 | |
32827 | 1 | |
40878 | 1 | |
54813 | 1 | |
86802 | 1 | |
119058 | 1 | |
175082 | 1 |
Value | Count | Frequency (%) |
683584760 | 1 | |
644400368 | 1 | |
632225824 | 1 | |
604859657 | 1 | |
573694421 | 1 | |
572664607 | 1 | |
559632434 | 1 | |
555213656 | 1 | |
547869792 | 1 | |
542232610 | 1 |
수출증감률
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 45 |
---|---|
Distinct (%) | 66.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.830882 |
Minimum | -26 |
---|---|
Maximum | 99 |
Zeros | 1 |
Zeros (%) | 1.5% |
Negative | 11 |
Negative (%) | 16.2% |
Memory size | 740.0 B |
Quantile statistics
Minimum | -26 |
---|---|
5-th percentile | -10 |
Q1 | 4 |
median | 15.5 |
Q3 | 28.5 |
95-th percentile | 52 |
Maximum | 99 |
Range | 125 |
Interquartile range (IQR) | 24.5 |
Descriptive statistics
Standard deviation | 21.018934 |
---|---|
Coefficient of variation (CV) | 1.1787938 |
Kurtosis | 2.3465408 |
Mean | 17.830882 |
Median Absolute Deviation (MAD) | 12.5 |
Skewness | 0.97763569 |
Sum | 1212.5 |
Variance | 441.7956 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
14.0 | 4 | 5.9% |
28.0 | 4 | 5.9% |
20.0 | 3 | 4.4% |
4.0 | 3 | 4.4% |
12.0 | 2 | 2.9% |
52.0 | 2 | 2.9% |
5.0 | 2 | 2.9% |
-10.0 | 2 | 2.9% |
3.0 | 2 | 2.9% |
16.0 | 2 | 2.9% |
Other values (35) | 42 |
Value | Count | Frequency (%) |
-26.0 | 1 | |
-14.0 | 1 | |
-13.0 | 1 | |
-10.0 | 2 | |
-8.0 | 1 | |
-7.5 | 1 | |
-6.0 | 2 | |
-3.0 | 1 | |
-1.0 | 1 | |
0.0 | 1 |
Value | Count | Frequency (%) |
99.0 | 1 | |
66.0 | 1 | |
58.0 | 1 | |
52.0 | 2 | |
47.0 | 1 | |
43.0 | 1 | |
42.0 | 1 | |
38.0 | 1 | |
37.0 | 2 | |
36.0 | 1 |
수입금액(천불)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 68 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.6717069 × 108 |
Minimum | 303807 |
---|---|
Maximum | 7.3136966 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 740.0 B |
Quantile statistics
Minimum | 303807 |
---|---|
5-th percentile | 380929.3 |
Q1 | 3810708.2 |
median | 65654225 |
Q3 | 3.128081 × 108 |
95-th percentile | 5.3181166 × 108 |
Maximum | 7.3136966 × 108 |
Range | 7.3106585 × 108 |
Interquartile range (IQR) | 3.089974 × 108 |
Descriptive statistics
Standard deviation | 2.0832837 × 108 |
---|---|
Coefficient of variation (CV) | 1.2462015 |
Kurtosis | -0.14470668 |
Mean | 1.6717069 × 108 |
Median Absolute Deviation (MAD) | 65222247 |
Skewness | 1.1077087 |
Sum | 1.1367607 × 1010 |
Variance | 4.3400709 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
386063 | 1 | 1.5% |
160481018 | 1 | 1.5% |
309382632 | 1 | 1.5% |
261238264 | 1 | 1.5% |
224462687 | 1 | 1.5% |
178826657 | 1 | 1.5% |
152126153 | 1 | 1.5% |
141097821 | 1 | 1.5% |
119752282 | 1 | 1.5% |
81524858 | 1 | 1.5% |
Other values (58) | 58 |
Value | Count | Frequency (%) |
303807 | 1 | |
316142 | 1 | |
343527 | 1 | |
378165 | 1 | |
386063 | 1 | |
404351 | 1 | |
421782 | 1 | |
442174 | 1 | |
463442 | 1 | |
560273 | 1 |
Value | Count | Frequency (%) |
731369657 | 1 | |
642572126 | 1 | |
615093447 | 1 | |
535202428 | 1 | |
525514506 | 1 | |
524413090 | 1 | |
519584473 | 1 | |
515585515 | 1 | |
503342947 | 1 | |
478478296 | 1 |
수입증감률
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 47 |
---|---|
Distinct (%) | 69.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13.380882 |
Minimum | -36 |
---|---|
Maximum | 68 |
Zeros | 2 |
Zeros (%) | 2.9% |
Negative | 16 |
Negative (%) | 23.5% |
Memory size | 740.0 B |
Quantile statistics
Minimum | -36 |
---|---|
5-th percentile | -18.95 |
Q1 | 0 |
median | 15 |
Q3 | 25.25 |
95-th percentile | 44.2 |
Maximum | 68 |
Range | 104 |
Interquartile range (IQR) | 25.25 |
Descriptive statistics
Standard deviation | 20.287172 |
---|---|
Coefficient of variation (CV) | 1.5161311 |
Kurtosis | 0.42705962 |
Mean | 13.380882 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 0.10180585 |
Sum | 909.9 |
Variance | 411.56933 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
18.0 | 3 | 4.4% |
32.0 | 3 | 4.4% |
15.0 | 3 | 4.4% |
-7.0 | 3 | 4.4% |
17.0 | 3 | 4.4% |
0.0 | 2 | 2.9% |
21.0 | 2 | 2.9% |
-1.0 | 2 | 2.9% |
22.0 | 2 | 2.9% |
19.0 | 2 | 2.9% |
Other values (37) | 43 |
Value | Count | Frequency (%) |
-36.0 | 1 | 1.5% |
-28.0 | 1 | 1.5% |
-26.0 | 1 | 1.5% |
-20.0 | 1 | 1.5% |
-17.0 | 1 | 1.5% |
-15.0 | 1 | 1.5% |
-12.1 | 1 | 1.5% |
-12.0 | 1 | 1.5% |
-8.0 | 1 | 1.5% |
-7.0 | 3 |
Value | Count | Frequency (%) |
68.0 | 1 | 1.5% |
62.0 | 1 | 1.5% |
55.0 | 1 | 1.5% |
47.0 | 1 | 1.5% |
39.0 | 2 | |
36.0 | 1 | 1.5% |
34.0 | 1 | 1.5% |
33.0 | 2 | |
32.0 | 3 | |
30.0 | 1 | 1.5% |
수지(천불)
Real number (ℝ)
UNIQUE
 
Distinct | 68 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10617750 |
Minimum | -47784897 |
---|---|
Maximum | 95216125 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 41 |
Negative (%) | 60.3% |
Memory size | 740.0 B |
Quantile statistics
Minimum | -47784897 |
---|---|
5-th percentile | -10246427 |
Q1 | -1858729.8 |
median | -364341.5 |
Q3 | 17856782 |
95-th percentile | 61779734 |
Maximum | 95216125 |
Range | 1.4300102 × 108 |
Interquartile range (IQR) | 19715512 |
Descriptive statistics
Standard deviation | 25657878 |
---|---|
Coefficient of variation (CV) | 2.4165082 |
Kurtosis | 3.0463444 |
Mean | 10617750 |
Median Absolute Deviation (MAD) | 4849108.5 |
Skewness | 1.5608124 |
Sum | 7.2200697 × 108 |
Variance | 6.5832672 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-361468 | 1 | 1.5% |
11786492 | 1 | 1.5% |
16082216 | 1 | 1.5% |
23180479 | 1 | 1.5% |
29381985 | 1 | 1.5% |
14990786 | 1 | 1.5% |
10344375 | 1 | 1.5% |
9341323 | 1 | 1.5% |
23933177 | 1 | 1.5% |
-9654736 | 1 | 1.5% |
Other values (58) | 58 |
Value | Count | Frequency (%) |
-47784897 | 1 | |
-20623963 | 1 | |
-13267409 | 1 | |
-10346302 | 1 | |
-10060945 | 1 | |
-9654736 | 1 | |
-8452170 | 1 | |
-6334938 | 1 | |
-5283158 | 1 | |
-5143742 | 1 |
Value | Count | Frequency (%) |
95216125 | 1 | |
90257530 | 1 | |
89233053 | 1 | |
69657229 | 1 | |
47150101 | 1 | |
44865275 | 1 | |
44046919 | 1 | |
41171602 | 1 | |
40449040 | 1 | |
39031389 | 1 |
연도 | 수출금액(천불) | 수출증감률 | 수입금액(천불) | 수입증감률 | 수지(천불) | |
---|---|---|---|---|---|---|
연도 | 1.000 | 0.909 | 0.601 | 0.910 | 0.482 | 0.655 |
수출금액(천불) | 0.909 | 1.000 | 0.522 | 0.983 | 0.000 | 0.792 |
수출증감률 | 0.601 | 0.522 | 1.000 | 0.000 | 0.673 | 0.000 |
수입금액(천불) | 0.910 | 0.983 | 0.000 | 1.000 | 0.000 | 0.797 |
수입증감률 | 0.482 | 0.000 | 0.673 | 0.000 | 1.000 | 0.000 |
수지(천불) | 0.655 | 0.792 | 0.000 | 0.797 | 0.000 | 1.000 |
연도 | 수출금액(천불) | 수출증감률 | 수입금액(천불) | 수입증감률 | 수지(천불) | |
---|---|---|---|---|---|---|
연도 | 1.000 | 0.996 | -0.508 | 0.992 | -0.166 | 0.395 |
수출금액(천불) | 0.996 | 1.000 | -0.491 | 0.997 | -0.140 | 0.390 |
수출증감률 | -0.508 | -0.491 | 1.000 | -0.504 | 0.662 | -0.212 |
수입금액(천불) | 0.992 | 0.997 | -0.504 | 1.000 | -0.128 | 0.363 |
수입증감률 | -0.166 | -0.140 | 0.662 | -0.128 | 1.000 | -0.207 |
수지(천불) | 0.395 | 0.390 | -0.212 | 0.363 | -0.207 | 1.000 |
연도 | 수출금액(천불) | 수출증감률 | 수입금액(천불) | 수입증감률 | 수지(천불) | |
---|---|---|---|---|---|---|
0 | 1956 | 24595 | 0.0 | 386063 | 0.0 | -361468 |
1 | 1957 | 22202 | -10.0 | 442174 | 15.0 | -419972 |
2 | 1958 | 16451 | -26.0 | 378165 | -15.0 | -361714 |
3 | 1959 | 19812 | 20.0 | 303807 | -20.0 | -283995 |
4 | 1960 | 32827 | 66.0 | 343527 | 13.0 | -310700 |
5 | 1961 | 40878 | 25.0 | 316142 | -8.0 | -275264 |
6 | 1962 | 54813 | 34.0 | 421782 | 33.0 | -366969 |
7 | 1963 | 86802 | 58.0 | 560273 | 33.0 | -473471 |
8 | 1964 | 119058 | 37.0 | 404351 | -28.0 | -285293 |
9 | 1965 | 175082 | 47.0 | 463442 | 15.0 | -288360 |
연도 | 수출금액(천불) | 수출증감률 | 수입금액(천불) | 수입증감률 | 수지(천불) | |
---|---|---|---|---|---|---|
58 | 2014 | 572664607 | 2.0 | 525514506 | 2.0 | 47150101 |
59 | 2015 | 526756503 | -8.0 | 436498973 | -17.0 | 90257530 |
60 | 2016 | 495425940 | -6.0 | 406192887 | -7.0 | 89233053 |
61 | 2017 | 573694421 | 16.0 | 478478296 | 18.0 | 95216125 |
62 | 2018 | 604859657 | 5.0 | 535202428 | 12.0 | 69657229 |
63 | 2019 | 542232610 | -10.0 | 503342947 | -6.0 | 38889663 |
64 | 2020 | 512498038 | -6.0 | 467632763 | -7.0 | 44865275 |
65 | 2021 | 644400368 | 26.0 | 615093447 | 32.0 | 29306921 |
66 | 2022 | 683584760 | 6.0 | 731369657 | 19.0 | -47784897 |
67 | 2023 | 632225824 | -7.5 | 642572126 | -12.1 | -10346302 |