Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 111 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 7.8 KiB |
Average record size in memory | 72.2 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 7 |
Dataset
Description | 비거주자가 거주자에 대해 가지고 있는 채무 잔액(대외채무) 및 거주자가 비거주자에 대해 가지고 있는 채권 잔액(대외채권)에 대한 시계열 자료입니다. 만기별(단기/장기) 및 주체별(일반정부/중앙은행/예금취급기관/기타부문)으로 구분되어 있습니다. |
---|---|
Author | 기획재정부 |
URL | https://www.data.go.kr/data/15105535/fileData.do |
대외채무 총합 is highly overall correlated with 단기 and 5 other fields | High correlation |
단기 is highly overall correlated with 대외채무 총합 and 5 other fields | High correlation |
장기 is highly overall correlated with 대외채무 총합 and 5 other fields | High correlation |
일반정부 is highly overall correlated with 대외채무 총합 and 5 other fields | High correlation |
중앙은행 is highly overall correlated with 대외채무 총합 and 5 other fields | High correlation |
예금취급기관 is highly overall correlated with 대외채무 총합 and 5 other fields | High correlation |
기타부문 is highly overall correlated with 대외채무 총합 and 5 other fields | High correlation |
연도별분기 has unique values | Unique |
대외채무 총합 has unique values | Unique |
단기 has unique values | Unique |
장기 has unique values | Unique |
일반정부 has unique values | Unique |
중앙은행 has unique values | Unique |
예금취급기관 has unique values | Unique |
기타부문 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 22:43:21.031636 |
---|---|
Analysis finished | 2023-12-12 22:43:25.953915 |
Duration | 4.92 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도별분기
Date
UNIQUE
 
Distinct | 111 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1020.0 B |
Minimum | 1995-01-01 00:00:00 |
---|---|
Maximum | 2022-03-01 00:00:00 |
대외채무 총합
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 111 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 302769.92 |
Minimum | 89369.8 |
---|---|
Maximum | 662038.1 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 89369.8 |
---|---|
5-th percentile | 116250.3 |
Q1 | 144713.7 |
median | 336236.6 |
Q3 | 415490.9 |
95-th percentile | 588578 |
Maximum | 662038.1 |
Range | 572668.3 |
Interquartile range (IQR) | 270777.2 |
Descriptive statistics
Standard deviation | 156924.91 |
---|---|
Coefficient of variation (CV) | 0.51829756 |
Kurtosis | -0.98398611 |
Mean | 302769.92 |
Median Absolute Deviation (MAD) | 154639.4 |
Skewness | 0.31665767 |
Sum | 33607461 |
Variance | 2.4625429 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
89369.8 | 1 | 0.9% |
97831.6 | 1 | 0.9% |
408022.5 | 1 | 0.9% |
420514.0 | 1 | 0.9% |
415905.6 | 1 | 0.9% |
423034.1 | 1 | 0.9% |
436099.2 | 1 | 0.9% |
451814.9 | 1 | 0.9% |
434768.3 | 1 | 0.9% |
422096.1 | 1 | 0.9% |
Other values (101) | 101 |
Value | Count | Frequency (%) |
89369.8 | 1 | |
97831.6 | 1 | |
104879.5 | 1 | |
109065.5 | 1 | |
114666.1 | 1 | |
115624.7 | 1 | |
116875.9 | 1 | |
119780.6 | 1 | |
120710.9 | 1 | |
122333.5 | 1 |
Value | Count | Frequency (%) |
662038.1 | 1 | |
654097.8 | 1 | |
638980.8 | 1 | |
632393.6 | 1 | |
614897.2 | 1 | |
607178.8 | 1 | |
569977.2 | 1 | |
550628.2 | 1 | |
516291.4 | 1 | |
507945.4 | 1 |
단기
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 111 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 101262.46 |
Minimum | 33738.9 |
---|---|
Maximum | 187847.5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 33738.9 |
---|---|
5-th percentile | 36501.4 |
Q1 | 49887.85 |
median | 114485.3 |
Q3 | 140077.65 |
95-th percentile | 172928.45 |
Maximum | 187847.5 |
Range | 154108.6 |
Interquartile range (IQR) | 90189.8 |
Descriptive statistics
Standard deviation | 46897.679 |
---|---|
Coefficient of variation (CV) | 0.46312994 |
Kurtosis | -1.4138281 |
Mean | 101262.46 |
Median Absolute Deviation (MAD) | 40258.3 |
Skewness | -0.058845758 |
Sum | 11240134 |
Variance | 2.1993923 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
41946.8 | 1 | 0.9% |
45914.1 | 1 | 0.9% |
115327.1 | 1 | 0.9% |
120655.8 | 1 | 0.9% |
113106.9 | 1 | 0.9% |
114658.3 | 1 | 0.9% |
125515.2 | 1 | 0.9% |
131392.2 | 1 | 0.9% |
122291.1 | 1 | 0.9% |
109892.0 | 1 | 0.9% |
Other values (101) | 101 |
Value | Count | Frequency (%) |
33738.9 | 1 | |
34655.9 | 1 | |
35123.6 | 1 | |
35451.9 | 1 | |
35668.7 | 1 | |
36206.6 | 1 | |
36796.2 | 1 | |
37296.7 | 1 | |
37699.2 | 1 | |
37977.3 | 1 |
Value | Count | Frequency (%) |
187847.5 | 1 | |
183848.8 | 1 | |
176793.1 | 1 | |
176149.1 | 1 | |
175643.1 | 1 | |
174917.7 | 1 | |
170939.2 | 1 | |
164921.4 | 1 | |
164735.8 | 1 | |
163481.6 | 1 |
장기
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 111 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 201507.45 |
Minimum | 47422.9 |
---|---|
Maximum | 479180.1 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 47422.9 |
---|---|
5-th percentile | 67727.15 |
Q1 | 93125.2 |
median | 175292.8 |
Q3 | 294379.4 |
95-th percentile | 418042.75 |
Maximum | 479180.1 |
Range | 431757.2 |
Interquartile range (IQR) | 201254.2 |
Descriptive statistics
Standard deviation | 117630.81 |
---|---|
Coefficient of variation (CV) | 0.58375415 |
Kurtosis | -0.80390348 |
Mean | 201507.45 |
Median Absolute Deviation (MAD) | 93211.4 |
Skewness | 0.53444468 |
Sum | 22367327 |
Variance | 1.3837008 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
47422.9 | 1 | 0.9% |
51917.5 | 1 | 0.9% |
292695.4 | 1 | 0.9% |
299858.2 | 1 | 0.9% |
302798.7 | 1 | 0.9% |
308375.8 | 1 | 0.9% |
310584.0 | 1 | 0.9% |
320422.7 | 1 | 0.9% |
312477.2 | 1 | 0.9% |
312204.1 | 1 | 0.9% |
Other values (101) | 101 |
Value | Count | Frequency (%) |
47422.9 | 1 | |
51917.5 | 1 | |
54524.4 | 1 | |
57702.4 | 1 | |
60890.5 | 1 | |
64779.4 | 1 | |
70674.9 | 1 | |
74665.0 | 1 | |
78931.9 | 1 | |
79579.1 | 1 |
Value | Count | Frequency (%) |
479180.1 | 1 | |
478189.3 | 1 | |
468041.6 | 1 | |
467657.8 | 1 | |
451415.6 | 1 | |
431029.7 | 1 | |
405055.8 | 1 | |
390561.8 | 1 | |
368891.2 | 1 | |
350440.3 | 1 |
일반정부
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 111 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 46984.98 |
Minimum | 5930.8 |
---|---|
Maximum | 151658 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 5930.8 |
---|---|
5-th percentile | 6478.95 |
Q1 | 16287.85 |
median | 32049.4 |
Q3 | 67928.7 |
95-th percentile | 131350.65 |
Maximum | 151658 |
Range | 145727.2 |
Interquartile range (IQR) | 51640.85 |
Descriptive statistics
Standard deviation | 37794.389 |
---|---|
Coefficient of variation (CV) | 0.804393 |
Kurtosis | 0.26954689 |
Mean | 46984.98 |
Median Absolute Deviation (MAD) | 24718.3 |
Skewness | 0.9941492 |
Sum | 5215332.8 |
Variance | 1.4284159 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6984.9 | 1 | 0.9% |
7403.1 | 1 | 0.9% |
63724.9 | 1 | 0.9% |
69246.3 | 1 | 0.9% |
70838.1 | 1 | 0.9% |
67063.0 | 1 | 0.9% |
68236.6 | 1 | 0.9% |
70725.3 | 1 | 0.9% |
64653.5 | 1 | 0.9% |
62981.1 | 1 | 0.9% |
Other values (101) | 101 |
Value | Count | Frequency (%) |
5930.8 | 1 | |
5970.6 | 1 | |
6090.7 | 1 | |
6168.0 | 1 | |
6356.7 | 1 | |
6404.1 | 1 | |
6553.8 | 1 | |
6635.7 | 1 | |
6984.9 | 1 | |
7331.1 | 1 |
Value | Count | Frequency (%) |
151658.0 | 1 | |
146218.4 | 1 | |
144411.4 | 1 | |
139588.7 | 1 | |
138838.6 | 1 | |
135100.9 | 1 | |
127600.4 | 1 | |
121511.5 | 1 | |
112755.4 | 1 | |
104947.1 | 1 |
중앙은행
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 111 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17356.112 |
Minimum | 267 |
---|---|
Maximum | 45939.9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 267 |
---|---|
5-th percentile | 304.7 |
Q1 | 1297.9 |
median | 20904.8 |
Q3 | 27946 |
95-th percentile | 38279.9 |
Maximum | 45939.9 |
Range | 45672.9 |
Interquartile range (IQR) | 26648.1 |
Descriptive statistics
Standard deviation | 14077.409 |
---|---|
Coefficient of variation (CV) | 0.81109232 |
Kurtosis | -1.3925609 |
Mean | 17356.112 |
Median Absolute Deviation (MAD) | 13764.2 |
Skewness | 0.091872875 |
Sum | 1926528.4 |
Variance | 1.9817344 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
412.7 | 1 | 0.9% |
371.7 | 1 | 0.9% |
32200.3 | 1 | 0.9% |
35546.0 | 1 | 0.9% |
34669.0 | 1 | 0.9% |
35244.4 | 1 | 0.9% |
37692.4 | 1 | 0.9% |
38163.6 | 1 | 0.9% |
36128.8 | 1 | 0.9% |
37197.7 | 1 | 0.9% |
Other values (101) | 101 |
Value | Count | Frequency (%) |
267.0 | 1 | |
267.5 | 1 | |
271.9 | 1 | |
281.6 | 1 | |
283.4 | 1 | |
299.8 | 1 | |
309.6 | 1 | |
311.7 | 1 | |
361.3 | 1 | |
371.7 | 1 |
Value | Count | Frequency (%) |
45939.9 | 1 | |
45496.4 | 1 | |
43056.0 | 1 | |
38897.0 | 1 | |
38672.4 | 1 | |
38396.2 | 1 | |
38163.6 | 1 | |
37692.4 | 1 | |
37670.8 | 1 | |
37197.7 | 1 |
예금취급기관
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 111 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 144969.93 |
Minimum | 51299.7 |
---|---|
Maximum | 280147.4 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 51299.7 |
---|---|
5-th percentile | 56633.65 |
Q1 | 73582.55 |
median | 172275.2 |
Q3 | 192096.6 |
95-th percentile | 241607.4 |
Maximum | 280147.4 |
Range | 228847.7 |
Interquartile range (IQR) | 118514.05 |
Descriptive statistics
Standard deviation | 64305.416 |
---|---|
Coefficient of variation (CV) | 0.44357763 |
Kurtosis | -1.3437869 |
Mean | 144969.93 |
Median Absolute Deviation (MAD) | 48333.8 |
Skewness | -0.038372454 |
Sum | 16091662 |
Variance | 4.1351866 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
56037.0 | 1 | 0.9% |
62039.6 | 1 | 0.9% |
187089.2 | 1 | 0.9% |
192519.6 | 1 | 0.9% |
187663.2 | 1 | 0.9% |
185444.7 | 1 | 0.9% |
190813.1 | 1 | 0.9% |
199018.4 | 1 | 0.9% |
190313.6 | 1 | 0.9% |
181496.6 | 1 | 0.9% |
Other values (101) | 101 |
Value | Count | Frequency (%) |
51299.7 | 1 | |
51857.0 | 1 | |
54245.6 | 1 | |
54924.2 | 1 | |
55549.7 | 1 | |
56037.0 | 1 | |
57230.3 | 1 | |
58471.3 | 1 | |
58827.3 | 1 | |
61463.8 | 1 |
Value | Count | Frequency (%) |
280147.4 | 1 | |
273526.7 | 1 | |
262434.6 | 1 | |
252808.7 | 1 | |
251652.9 | 1 | |
243785.6 | 1 | |
239429.2 | 1 | |
234165.9 | 1 | |
220960.2 | 1 | |
220609.0 | 1 |
기타부문
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 111 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 92100.012 |
Minimum | 25935.3 |
---|---|
Maximum | 196949.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 25935.3 |
---|---|
5-th percentile | 35230.15 |
Q1 | 46437.8 |
median | 93697.6 |
Q3 | 129767.55 |
95-th percentile | 170987.55 |
Maximum | 196949.2 |
Range | 171013.9 |
Interquartile range (IQR) | 83329.75 |
Descriptive statistics
Standard deviation | 45986.321 |
---|---|
Coefficient of variation (CV) | 0.49930852 |
Kurtosis | -1.0192317 |
Mean | 92100.012 |
Median Absolute Deviation (MAD) | 42144.1 |
Skewness | 0.33006416 |
Sum | 10223101 |
Variance | 2.1147417 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
25935.3 | 1 | 0.9% |
28017.3 | 1 | 0.9% |
125008.1 | 1 | 0.9% |
123202.1 | 1 | 0.9% |
122735.3 | 1 | 0.9% |
135282.0 | 1 | 0.9% |
139357.1 | 1 | 0.9% |
143907.6 | 1 | 0.9% |
143672.4 | 1 | 0.9% |
140420.7 | 1 | 0.9% |
Other values (101) | 101 |
Value | Count | Frequency (%) |
25935.3 | 1 | |
28017.3 | 1 | |
28748.1 | 1 | |
30136.4 | 1 | |
32460.9 | 1 | |
33829.0 | 1 | |
36631.3 | 1 | |
39163.7 | 1 | |
39977.4 | 1 | |
40293.7 | 1 |
Value | Count | Frequency (%) |
196949.2 | 1 | |
196775.3 | 1 | |
190832.9 | 1 | |
185583.0 | 1 | |
181156.8 | 1 | |
172853.4 | 1 | |
169121.7 | 1 | |
157364.8 | 1 | |
150616.4 | 1 | |
149668.4 | 1 |
대외채무 총합 | 단기 | 장기 | 일반정부 | 중앙은행 | 예금취급기관 | 기타부문 | |
---|---|---|---|---|---|---|---|
대외채무 총합 | 1.000 | 0.799 | 0.973 | 0.963 | 0.828 | 0.961 | 0.979 |
단기 | 0.799 | 1.000 | 0.742 | 0.761 | 0.646 | 0.826 | 0.791 |
장기 | 0.973 | 0.742 | 1.000 | 0.951 | 0.863 | 0.925 | 0.963 |
일반정부 | 0.963 | 0.761 | 0.951 | 1.000 | 0.841 | 0.899 | 0.945 |
중앙은행 | 0.828 | 0.646 | 0.863 | 0.841 | 1.000 | 0.766 | 0.809 |
예금취급기관 | 0.961 | 0.826 | 0.925 | 0.899 | 0.766 | 1.000 | 0.916 |
기타부문 | 0.979 | 0.791 | 0.963 | 0.945 | 0.809 | 0.916 | 1.000 |
대외채무 총합 | 단기 | 장기 | 일반정부 | 중앙은행 | 예금취급기관 | 기타부문 | |
---|---|---|---|---|---|---|---|
대외채무 총합 | 1.000 | 0.790 | 0.973 | 0.881 | 0.853 | 0.932 | 0.933 |
단기 | 0.790 | 1.000 | 0.720 | 0.644 | 0.637 | 0.910 | 0.745 |
장기 | 0.973 | 0.720 | 1.000 | 0.935 | 0.901 | 0.875 | 0.918 |
일반정부 | 0.881 | 0.644 | 0.935 | 1.000 | 0.850 | 0.777 | 0.863 |
중앙은행 | 0.853 | 0.637 | 0.901 | 0.850 | 1.000 | 0.762 | 0.815 |
예금취급기관 | 0.932 | 0.910 | 0.875 | 0.777 | 0.762 | 1.000 | 0.838 |
기타부문 | 0.933 | 0.745 | 0.918 | 0.863 | 0.815 | 0.838 | 1.000 |
연도별분기 | 대외채무 총합 | 단기 | 장기 | 일반정부 | 중앙은행 | 예금취급기관 | 기타부문 | |
---|---|---|---|---|---|---|---|---|
0 | 1995 1 | 89369.8 | 41946.8 | 47422.9 | 6984.9 | 412.7 | 56037.0 | 25935.3 |
1 | 1995 2 | 97831.6 | 45914.1 | 51917.5 | 7403.1 | 371.7 | 62039.6 | 28017.3 |
2 | 1995 3 | 104879.5 | 50355.0 | 54524.4 | 7331.1 | 361.3 | 68439.0 | 28748.1 |
3 | 1995 4 | 109065.5 | 51363.1 | 57702.4 | 6635.7 | 299.8 | 71993.6 | 30136.4 |
4 | 1996 1 | 115624.7 | 54734.2 | 60890.5 | 6553.8 | 283.4 | 76326.6 | 32460.9 |
5 | 1996 2 | 124604.9 | 59825.5 | 64779.4 | 6404.1 | 271.9 | 84099.9 | 33829.0 |
6 | 1996 3 | 133274.6 | 62599.7 | 70674.9 | 6356.7 | 267.0 | 90019.6 | 36631.3 |
7 | 1996 4 | 144939.0 | 70273.9 | 74665.0 | 6090.7 | 267.5 | 99417.1 | 39163.7 |
8 | 1997 1 | 153125.7 | 74193.9 | 78931.9 | 5970.6 | 281.6 | 104260.6 | 42612.9 |
9 | 1997 2 | 161579.1 | 77690.7 | 83888.4 | 5930.8 | 311.7 | 110566.0 | 44770.6 |
연도별분기 | 대외채무 총합 | 단기 | 장기 | 일반정부 | 중앙은행 | 예금취급기관 | 기타부문 | |
---|---|---|---|---|---|---|---|---|
101 | 2020 2 | 507945.4 | 157505.1 | 350440.3 | 104947.1 | 38396.2 | 213985.7 | 150616.4 |
102 | 2020 3 | 516291.4 | 147400.2 | 368891.2 | 112755.4 | 26104.3 | 220066.9 | 157364.8 |
103 | 2020 4 | 550628.2 | 160066.4 | 390561.8 | 121511.5 | 25829.1 | 234165.9 | 169121.7 |
104 | 2021 1 | 569977.2 | 164921.4 | 405055.8 | 127600.4 | 30094.2 | 239429.2 | 172853.4 |
105 | 2021 2 | 607178.8 | 176149.1 | 431029.7 | 138838.6 | 34374.7 | 252808.7 | 181156.8 |
106 | 2021 3 | 614897.2 | 163481.6 | 451415.6 | 139588.7 | 45939.9 | 243785.6 | 185583.0 |
107 | 2021 4 | 632393.6 | 164735.8 | 467657.8 | 144411.4 | 45496.4 | 251652.9 | 190832.9 |
108 | 2022 1 | 654097.8 | 174917.7 | 479180.1 | 151658.0 | 43056.0 | 262434.6 | 196949.2 |
109 | 2022 2 | 662038.1 | 183848.8 | 478189.3 | 146218.4 | 38897.0 | 280147.4 | 196775.3 |
110 | 2022 3 | 638980.8 | 170939.2 | 468041.6 | 135100.9 | 33394.7 | 273526.7 | 46121.6 |