Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 23 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.3 KiB |
Average record size in memory | 58.7 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 1 |
Dataset
Description | 국가채무(금융성, 적자성), GDP 대비비중 등 국가채무 시계열 자료 |
---|---|
Author | 한국재정정보원 |
URL | https://www.data.go.kr/data/15077718/fileData.do |
연도 is highly overall correlated with 국가채무(조원) and 3 other fields | High correlation |
국가채무(조원) is highly overall correlated with 연도 and 4 other fields | High correlation |
적자성 채무(조원) is highly overall correlated with 연도 and 4 other fields | High correlation |
금융성 채무(조원) is highly overall correlated with 연도 and 3 other fields | High correlation |
국내총생산(GDP)대비비중(퍼센트) is highly overall correlated with 연도 and 3 other fields | High correlation |
기준 is highly overall correlated with 국가채무(조원) and 1 other fields | High correlation |
기준 is highly imbalanced (67.6%) | Imbalance |
연도 has unique values | Unique |
국가채무(조원) has unique values | Unique |
적자성 채무(조원) has unique values | Unique |
금융성 채무(조원) has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 12:44:06.637137 |
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Analysis finished | 2023-12-12 12:44:09.839811 |
Duration | 3.2 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2011 |
Minimum | 2000 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 2000 |
---|---|
5-th percentile | 2001.1 |
Q1 | 2005.5 |
median | 2011 |
Q3 | 2016.5 |
95-th percentile | 2020.9 |
Maximum | 2022 |
Range | 22 |
Interquartile range (IQR) | 11 |
Descriptive statistics
Standard deviation | 6.78233 |
---|---|
Coefficient of variation (CV) | 0.0033726156 |
Kurtosis | -1.2 |
Mean | 2011 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0 |
Sum | 46253 |
Variance | 46 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
2000 | 1 | 4.3% |
2001 | 1 | 4.3% |
2022 | 1 | 4.3% |
2021 | 1 | 4.3% |
2020 | 1 | 4.3% |
2019 | 1 | 4.3% |
2018 | 1 | 4.3% |
2017 | 1 | 4.3% |
2016 | 1 | 4.3% |
2015 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
2000 | 1 | |
2001 | 1 | |
2002 | 1 | |
2003 | 1 | |
2004 | 1 | |
2005 | 1 | |
2006 | 1 | |
2007 | 1 | |
2008 | 1 | |
2009 | 1 |
Value | Count | Frequency (%) |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 |
기준
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 13.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
결산 | |
---|---|
2차 추경 | 1 |
1차 추경 | 1 |
Length
Max length | 5 |
---|---|
Median length | 2 |
Mean length | 2.2608696 |
Min length | 2 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 8.7% |
Sample
1st row | 결산 |
---|---|
2nd row | 결산 |
3rd row | 결산 |
4th row | 결산 |
5th row | 결산 |
Common Values
Value | Count | Frequency (%) |
결산 | 21 | |
2차 추경 | 1 | 4.3% |
1차 추경 | 1 | 4.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
결산 | 21 | |
추경 | 2 | 8.0% |
2차 | 1 | 4.0% |
1차 | 1 | 4.0% |
국가채무(조원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 464.49565 |
Minimum | 111.2 |
---|---|
Maximum | 1075.7 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 111.2 |
---|---|
5-th percentile | 123 |
Q1 | 265.3 |
median | 420.5 |
Q3 | 643.55 |
95-th percentile | 953.43 |
Maximum | 1075.7 |
Range | 964.5 |
Interquartile range (IQR) | 378.25 |
Descriptive statistics
Standard deviation | 272.11884 |
---|---|
Coefficient of variation (CV) | 0.58583722 |
Kurtosis | -0.28043742 |
Mean | 464.49565 |
Median Absolute Deviation (MAD) | 206.4 |
Skewness | 0.6431416 |
Sum | 10683.4 |
Variance | 74048.664 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
111.2 | 1 | 4.3% |
121.8 | 1 | 4.3% |
1075.7 | 1 | 4.3% |
965.3 | 1 | 4.3% |
846.6 | 1 | 4.3% |
723.2 | 1 | 4.3% |
680.5 | 1 | 4.3% |
660.2 | 1 | 4.3% |
626.9 | 1 | 4.3% |
591.5 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
111.2 | 1 | |
121.8 | 1 | |
133.8 | 1 | |
165.8 | 1 | |
203.7 | 1 | |
247.9 | 1 | |
282.7 | 1 | |
299.2 | 1 | |
309.0 | 1 | |
359.6 | 1 |
Value | Count | Frequency (%) |
1075.7 | 1 | |
965.3 | 1 | |
846.6 | 1 | |
723.2 | 1 | |
680.5 | 1 | |
660.2 | 1 | |
626.9 | 1 | |
591.5 | 1 | |
533.2 | 1 | |
489.8 | 1 |
적자성 채무(조원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 249.83913 |
Minimum | 42 |
---|---|
Maximum | 696.4 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 42 |
---|---|
5-th percentile | 43.01 |
Q1 | 110.35 |
median | 206.9 |
Q3 | 367.35 |
95-th percentile | 599.64 |
Maximum | 696.4 |
Range | 654.4 |
Interquartile range (IQR) | 257 |
Descriptive statistics
Standard deviation | 184.57454 |
---|---|
Coefficient of variation (CV) | 0.73877356 |
Kurtosis | 0.22362013 |
Mean | 249.83913 |
Median Absolute Deviation (MAD) | 128.7 |
Skewness | 0.91281443 |
Sum | 5746.3 |
Variance | 34067.762 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
42.0 | 1 | 4.3% |
43.0 | 1 | 4.3% |
696.4 | 1 | 4.3% |
609.3 | 1 | 4.3% |
512.7 | 1 | 4.3% |
407.6 | 1 | 4.3% |
379.2 | 1 | 4.3% |
374.8 | 1 | 4.3% |
359.9 | 1 | 4.3% |
330.8 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
42.0 | 1 | |
43.0 | 1 | |
43.1 | 1 | |
60.1 | 1 | |
78.2 | 1 | |
100.8 | 1 | |
119.9 | 1 | |
127.4 | 1 | |
132.6 | 1 | |
168.8 | 1 |
Value | Count | Frequency (%) |
696.4 | 1 | |
609.3 | 1 | |
512.7 | 1 | |
407.6 | 1 | |
379.2 | 1 | |
374.8 | 1 | |
359.9 | 1 | |
330.8 | 1 | |
286.4 | 1 | |
253.1 | 1 |
금융성 채무(조원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 214.65652 |
Minimum | 69.1 |
---|---|
Maximum | 379.3 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 69.1 |
---|---|
5-th percentile | 80.07 |
Q1 | 154.95 |
median | 213.6 |
Q3 | 276.2 |
95-th percentile | 353.79 |
Maximum | 379.3 |
Range | 310.2 |
Interquartile range (IQR) | 121.25 |
Descriptive statistics
Standard deviation | 89.600796 |
---|---|
Coefficient of variation (CV) | 0.41741474 |
Kurtosis | -0.86372627 |
Mean | 214.65652 |
Median Absolute Deviation (MAD) | 66.5 |
Skewness | 0.083297935 |
Sum | 4937.1 |
Variance | 8028.3026 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
69.1 | 1 | 4.3% |
78.9 | 1 | 4.3% |
379.3 | 1 | 4.3% |
356.0 | 1 | 4.3% |
333.9 | 1 | 4.3% |
315.6 | 1 | 4.3% |
301.3 | 1 | 4.3% |
285.4 | 1 | 4.3% |
267.0 | 1 | 4.3% |
260.6 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
69.1 | 1 | |
78.9 | 1 | |
90.6 | 1 | |
105.7 | 1 | |
125.5 | 1 | |
147.1 | 1 | |
162.8 | 1 | |
171.9 | 1 | |
176.4 | 1 | |
190.9 | 1 |
Value | Count | Frequency (%) |
379.3 | 1 | |
356.0 | 1 | |
333.9 | 1 | |
315.6 | 1 | |
301.3 | 1 | |
285.4 | 1 | |
267.0 | 1 | |
260.6 | 1 | |
246.7 | 1 | |
236.7 | 1 |
국내총생산(GDP)대비비중(퍼센트)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 22 |
---|---|
Distinct (%) | 95.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30.93913 |
Minimum | 17 |
---|---|
Maximum | 50.1 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 17 |
---|---|
5-th percentile | 17.11 |
Q1 | 26.35 |
median | 30.3 |
Q3 | 35.95 |
95-th percentile | 46.95 |
Maximum | 50.1 |
Range | 33.1 |
Interquartile range (IQR) | 9.6 |
Descriptive statistics
Standard deviation | 9.0313464 |
---|---|
Coefficient of variation (CV) | 0.29190692 |
Kurtosis | -0.13151898 |
Mean | 30.93913 |
Median Absolute Deviation (MAD) | 5.6 |
Skewness | 0.28064081 |
Sum | 711.6 |
Variance | 81.565217 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.0 | 2 | 8.7% |
17.1 | 1 | 4.3% |
30.8 | 1 | 4.3% |
50.1 | 1 | 4.3% |
47.3 | 1 | 4.3% |
43.8 | 1 | 4.3% |
37.7 | 1 | 4.3% |
35.9 | 1 | 4.3% |
35.7 | 1 | 4.3% |
34.1 | 1 | 4.3% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
17.0 | 1 | |
17.1 | 1 | |
17.2 | 1 | |
19.8 | 1 | |
22.4 | 1 | |
25.9 | 1 | |
26.8 | 1 | |
27.5 | 1 | |
28.1 | 1 | |
29.7 | 1 |
Value | Count | Frequency (%) |
50.1 | 1 | |
47.3 | 1 | |
43.8 | 1 | |
37.7 | 1 | |
36.0 | 2 | |
35.9 | 1 | |
35.7 | 1 | |
34.1 | 1 | |
32.6 | 1 | |
30.8 | 1 |
연도 | 기준 | 국가채무(조원) | 적자성 채무(조원) | 금융성 채무(조원) | 국내총생산(GDP)대비비중(퍼센트) | |
---|---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.941 | 0.694 | 0.966 | 0.800 |
기준 | 0.000 | 1.000 | 1.000 | 1.000 | 0.579 | 0.778 |
국가채무(조원) | 0.941 | 1.000 | 1.000 | 0.913 | 0.929 | 0.929 |
적자성 채무(조원) | 0.694 | 1.000 | 0.913 | 1.000 | 0.950 | 0.921 |
금융성 채무(조원) | 0.966 | 0.579 | 0.929 | 0.950 | 1.000 | 0.903 |
국내총생산(GDP)대비비중(퍼센트) | 0.800 | 0.778 | 0.929 | 0.921 | 0.903 | 1.000 |
연도 | 국가채무(조원) | 적자성 채무(조원) | 금융성 채무(조원) | 국내총생산(GDP)대비비중(퍼센트) | 기준 | |
---|---|---|---|---|---|---|
연도 | 1.000 | 1.000 | 1.000 | 1.000 | 0.989 | 0.000 |
국가채무(조원) | 1.000 | 1.000 | 1.000 | 1.000 | 0.989 | 0.806 |
적자성 채무(조원) | 1.000 | 1.000 | 1.000 | 1.000 | 0.989 | 0.837 |
금융성 채무(조원) | 1.000 | 1.000 | 1.000 | 1.000 | 0.989 | 0.316 |
국내총생산(GDP)대비비중(퍼센트) | 0.989 | 0.989 | 0.989 | 0.989 | 1.000 | 0.387 |
기준 | 0.000 | 0.806 | 0.837 | 0.316 | 0.387 | 1.000 |
연도 | 기준 | 국가채무(조원) | 적자성 채무(조원) | 금융성 채무(조원) | 국내총생산(GDP)대비비중(퍼센트) | |
---|---|---|---|---|---|---|
0 | 2000 | 결산 | 111.2 | 42.0 | 69.1 | 17.1 |
1 | 2001 | 결산 | 121.8 | 43.0 | 78.9 | 17.2 |
2 | 2002 | 결산 | 133.8 | 43.1 | 90.6 | 17.0 |
3 | 2003 | 결산 | 165.8 | 60.1 | 105.7 | 19.8 |
4 | 2004 | 결산 | 203.7 | 78.2 | 125.5 | 22.4 |
5 | 2005 | 결산 | 247.9 | 100.8 | 147.1 | 25.9 |
6 | 2006 | 결산 | 282.7 | 119.9 | 162.8 | 28.1 |
7 | 2007 | 결산 | 299.2 | 127.4 | 171.9 | 27.5 |
8 | 2008 | 결산 | 309.0 | 132.6 | 176.4 | 26.8 |
9 | 2009 | 결산 | 359.6 | 168.8 | 190.9 | 29.8 |
연도 | 기준 | 국가채무(조원) | 적자성 채무(조원) | 금융성 채무(조원) | 국내총생산(GDP)대비비중(퍼센트) | |
---|---|---|---|---|---|---|
13 | 2013 | 결산 | 489.8 | 253.1 | 236.7 | 32.6 |
14 | 2014 | 결산 | 533.2 | 286.4 | 246.7 | 34.1 |
15 | 2015 | 결산 | 591.5 | 330.8 | 260.6 | 35.7 |
16 | 2016 | 결산 | 626.9 | 359.9 | 267.0 | 36.0 |
17 | 2017 | 결산 | 660.2 | 374.8 | 285.4 | 36.0 |
18 | 2018 | 결산 | 680.5 | 379.2 | 301.3 | 35.9 |
19 | 2019 | 결산 | 723.2 | 407.6 | 315.6 | 37.7 |
20 | 2020 | 결산 | 846.6 | 512.7 | 333.9 | 43.8 |
21 | 2021 | 2차 추경 | 965.3 | 609.3 | 356.0 | 47.3 |
22 | 2022 | 1차 추경 | 1075.7 | 696.4 | 379.3 | 50.1 |