Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 22 |
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 | 59.0 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 1 |
Dataset
Description | 통합, 관리 재정수지, GDP 대비 비중 등 시계열 자료 |
---|---|
Author | 한국재정정보원 |
URL | https://www.data.go.kr/data/15077732/fileData.do |
연도 is highly overall correlated with 관리재정수지규모(조원) and 1 other fields | High correlation |
통합재정수지규모(조원) is highly overall correlated with GDP대비 통합재정수지규모 비중(퍼센트) and 2 other fields | High correlation |
GDP대비 통합재정수지규모 비중(퍼센트) is highly overall correlated with 통합재정수지규모(조원) and 2 other fields | High correlation |
관리재정수지규모(조원) is highly overall correlated with 연도 and 3 other fields | High correlation |
GDP대비 관리재정수지규모 비중(퍼센트) is highly overall correlated with 연도 and 3 other fields | High correlation |
기준 is highly overall correlated with 통합재정수지규모(조원) and 1 other fields | High correlation |
기준 is highly imbalanced (66.5%) | Imbalance |
연도 has unique values | Unique |
통합재정수지규모(조원) has unique values | Unique |
관리재정수지규모(조원) has unique values | Unique |
GDP대비 통합재정수지규모 비중(퍼센트) has 1 (4.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 13:51:44.203290 |
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Analysis finished | 2023-12-12 13:51:46.859517 |
Duration | 2.66 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2010.5 |
Minimum | 2000 |
---|---|
Maximum | 2021 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 2000 |
---|---|
5-th percentile | 2001.05 |
Q1 | 2005.25 |
median | 2010.5 |
Q3 | 2015.75 |
95-th percentile | 2019.95 |
Maximum | 2021 |
Range | 21 |
Interquartile range (IQR) | 10.5 |
Descriptive statistics
Standard deviation | 6.4935866 |
---|---|
Coefficient of variation (CV) | 0.0032298366 |
Kurtosis | -1.2 |
Mean | 2010.5 |
Median Absolute Deviation (MAD) | 5.5 |
Skewness | 0 |
Sum | 44231 |
Variance | 42.166667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
2000 | 1 | 4.5% |
2012 | 1 | 4.5% |
2021 | 1 | 4.5% |
2020 | 1 | 4.5% |
2019 | 1 | 4.5% |
2018 | 1 | 4.5% |
2017 | 1 | 4.5% |
2016 | 1 | 4.5% |
2015 | 1 | 4.5% |
2014 | 1 | 4.5% |
Other values (12) | 12 |
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 (%) |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 | |
2012 | 1 |
기준
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 13.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 308.0 B |
결산 | |
---|---|
4차추경 | 1 |
예산 | 1 |
Length
Max length | 4 |
---|---|
Median length | 2 |
Mean length | 2.0909091 |
Min length | 2 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 9.1% |
Sample
1st row | 결산 |
---|---|
2nd row | 결산 |
3rd row | 결산 |
4th row | 결산 |
5th row | 결산 |
Common Values
Value | Count | Frequency (%) |
결산 | 20 | |
4차추경 | 1 | 4.5% |
예산 | 1 | 4.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
결산 | 20 | |
4차추경 | 1 | 4.5% |
예산 | 1 | 4.5% |
통합재정수지규모(조원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.3090909 |
Minimum | -84 |
---|---|
Maximum | 37 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 5 |
Negative (%) | 22.7% |
Memory size | 330.0 B |
Quantile statistics
Minimum | -84 |
---|---|
5-th percentile | -72.51 |
Q1 | 5.075 |
median | 8.05 |
Q3 | 18.1 |
95-th percentile | 30.84 |
Maximum | 37 |
Range | 121 |
Interquartile range (IQR) | 13.025 |
Descriptive statistics
Standard deviation | 29.60751 |
---|---|
Coefficient of variation (CV) | 8.9473246 |
Kurtosis | 4.7012638 |
Mean | 3.3090909 |
Median Absolute Deviation (MAD) | 8.75 |
Skewness | -2.1680899 |
Sum | 72.8 |
Variance | 876.60468 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6.5 | 1 | 4.5% |
18.5 | 1 | 4.5% |
-75.4 | 1 | 4.5% |
-84.0 | 1 | 4.5% |
-12.0 | 1 | 4.5% |
31.2 | 1 | 4.5% |
24.0 | 1 | 4.5% |
16.9 | 1 | 4.5% |
-0.2 | 1 | 4.5% |
8.5 | 1 | 4.5% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
-84.0 | 1 | |
-75.4 | 1 | |
-17.6 | 1 | |
-12.0 | 1 | |
-0.2 | 1 | |
4.9 | 1 | |
5.6 | 1 | |
6.0 | 1 | |
6.5 | 1 | |
7.3 | 1 |
Value | Count | Frequency (%) |
37.0 | 1 | |
31.2 | 1 | |
24.0 | 1 | |
22.7 | 1 | |
18.6 | 1 | |
18.5 | 1 | |
16.9 | 1 | |
16.7 | 1 | |
15.8 | 1 | |
14.2 | 1 |
GDP대비 통합재정수지규모 비중(퍼센트)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 14 |
---|---|
Distinct (%) | 63.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.51363636 |
Minimum | -4.4 |
---|---|
Maximum | 3.4 |
Zeros | 1 |
Zeros (%) | 4.5% |
Negative | 4 |
Negative (%) | 18.2% |
Memory size | 330.0 B |
Quantile statistics
Minimum | -4.4 |
---|---|
5-th percentile | -3.59 |
Q1 | 0.5 |
median | 0.95 |
Q3 | 1.3 |
95-th percentile | 2.835 |
Maximum | 3.4 |
Range | 7.8 |
Interquartile range (IQR) | 0.8 |
Descriptive statistics
Standard deviation | 1.7854692 |
---|---|
Coefficient of variation (CV) | 3.4761348 |
Kurtosis | 2.8937235 |
Mean | 0.51363636 |
Median Absolute Deviation (MAD) | 0.4 |
Skewness | -1.4826113 |
Sum | 11.3 |
Variance | 3.1879004 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.3 | 4 | |
1.0 | 3 | |
0.9 | 2 | |
0.6 | 2 | |
0.5 | 2 | |
2.9 | 1 | 4.5% |
3.4 | 1 | 4.5% |
1.4 | 1 | 4.5% |
-1.5 | 1 | 4.5% |
0.0 | 1 | 4.5% |
Other values (4) | 4 |
Value | Count | Frequency (%) |
-4.4 | 1 | 4.5% |
-3.7 | 1 | 4.5% |
-1.5 | 1 | 4.5% |
-0.6 | 1 | 4.5% |
0.0 | 1 | 4.5% |
0.5 | 2 | |
0.6 | 2 | |
0.9 | 2 | |
1.0 | 3 | |
1.3 | 4 |
Value | Count | Frequency (%) |
3.4 | 1 | 4.5% |
2.9 | 1 | 4.5% |
1.6 | 1 | 4.5% |
1.4 | 1 | 4.5% |
1.3 | 4 | |
1.0 | 3 | |
0.9 | 2 | |
0.6 | 2 | |
0.5 | 2 | |
0.0 | 1 | 4.5% |
관리재정수지규모(조원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -24.759091 |
Minimum | -118.6 |
---|---|
Maximum | 6.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 19 |
Negative (%) | 86.4% |
Memory size | 330.0 B |
Quantile statistics
Minimum | -118.6 |
---|---|
5-th percentile | -109.595 |
Q1 | -27.8 |
median | -13.25 |
Q3 | -7.075 |
95-th percentile | 4.895 |
Maximum | 6.8 |
Range | 125.4 |
Interquartile range (IQR) | 20.725 |
Descriptive statistics
Standard deviation | 33.012763 |
---|---|
Coefficient of variation (CV) | -1.3333593 |
Kurtosis | 4.0268541 |
Mean | -24.759091 |
Median Absolute Deviation (MAD) | 8.65 |
Skewness | -2.069889 |
Sum | -544.7 |
Variance | 1089.8425 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-6.0 | 1 | 4.5% |
-17.4 | 1 | 4.5% |
-112.5 | 1 | 4.5% |
-118.6 | 1 | 4.5% |
-54.4 | 1 | 4.5% |
-10.6 | 1 | 4.5% |
-18.5 | 1 | 4.5% |
-22.7 | 1 | 4.5% |
-38.0 | 1 | 4.5% |
-29.5 | 1 | 4.5% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
-118.6 | 1 | |
-112.5 | 1 | |
-54.4 | 1 | |
-43.2 | 1 | |
-38.0 | 1 | |
-29.5 | 1 | |
-22.7 | 1 | |
-21.1 | 1 | |
-18.5 | 1 | |
-17.4 | 1 |
Value | Count | Frequency (%) |
6.8 | 1 | |
5.1 | 1 | |
1.0 | 1 | |
-3.6 | 1 | |
-6.0 | 1 | |
-6.7 | 1 | |
-8.2 | 1 | |
-8.4 | 1 | |
-10.6 | 1 | |
-11.7 | 1 |
GDP대비 관리재정수지규모 비중(퍼센트)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 77.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -1.5227273 |
Minimum | -6.1 |
---|---|
Maximum | 0.6 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 19 |
Negative (%) | 86.4% |
Memory size | 330.0 B |
Quantile statistics
Minimum | -6.1 |
---|---|
5-th percentile | -5.5 |
Q1 | -1.775 |
median | -1 |
Q3 | -0.725 |
95-th percentile | 0.575 |
Maximum | 0.6 |
Range | 6.7 |
Interquartile range (IQR) | 1.05 |
Descriptive statistics
Standard deviation | 1.7040377 |
---|---|
Coefficient of variation (CV) | -1.1190696 |
Kurtosis | 2.4447416 |
Mean | -1.5227273 |
Median Absolute Deviation (MAD) | 0.4 |
Skewness | -1.5648482 |
Sum | -33.5 |
Variance | 2.9037446 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-1.0 | 4 | |
0.6 | 2 | 9.1% |
-1.2 | 2 | 9.1% |
-0.9 | 1 | 4.5% |
-2.3 | 1 | 4.5% |
-5.6 | 1 | 4.5% |
-6.1 | 1 | 4.5% |
-2.8 | 1 | 4.5% |
-0.6 | 1 | 4.5% |
-1.3 | 1 | 4.5% |
Other values (7) | 7 |
Value | Count | Frequency (%) |
-6.1 | 1 | 4.5% |
-5.6 | 1 | 4.5% |
-3.6 | 1 | 4.5% |
-2.8 | 1 | 4.5% |
-2.3 | 1 | 4.5% |
-1.9 | 1 | 4.5% |
-1.4 | 1 | 4.5% |
-1.3 | 1 | 4.5% |
-1.2 | 2 | |
-1.0 | 4 |
Value | Count | Frequency (%) |
0.6 | 2 | |
0.1 | 1 | 4.5% |
-0.4 | 1 | 4.5% |
-0.6 | 1 | 4.5% |
-0.7 | 1 | 4.5% |
-0.8 | 1 | 4.5% |
-0.9 | 1 | 4.5% |
-1.0 | 4 | |
-1.2 | 2 | |
-1.3 | 1 | 4.5% |
연도 | 기준 | 통합재정수지규모(조원) | GDP대비 통합재정수지규모 비중(퍼센트) | 관리재정수지규모(조원) | GDP대비 관리재정수지규모 비중(퍼센트) | |
---|---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.605 | 0.680 | 0.697 | 0.335 |
기준 | 0.000 | 1.000 | 0.884 | 0.656 | 0.884 | 0.642 |
통합재정수지규모(조원) | 0.605 | 0.884 | 1.000 | 0.907 | 0.910 | 0.885 |
GDP대비 통합재정수지규모 비중(퍼센트) | 0.680 | 0.656 | 0.907 | 1.000 | 0.890 | 0.932 |
관리재정수지규모(조원) | 0.697 | 0.884 | 0.910 | 0.890 | 1.000 | 0.933 |
GDP대비 관리재정수지규모 비중(퍼센트) | 0.335 | 0.642 | 0.885 | 0.932 | 0.933 | 1.000 |
연도 | 통합재정수지규모(조원) | GDP대비 통합재정수지규모 비중(퍼센트) | 관리재정수지규모(조원) | GDP대비 관리재정수지규모 비중(퍼센트) | 기준 | |
---|---|---|---|---|---|---|
연도 | 1.000 | -0.113 | -0.325 | -0.828 | -0.658 | 0.000 |
통합재정수지규모(조원) | -0.113 | 1.000 | 0.932 | 0.470 | 0.576 | 0.538 |
GDP대비 통합재정수지규모 비중(퍼센트) | -0.325 | 0.932 | 1.000 | 0.630 | 0.679 | 0.487 |
관리재정수지규모(조원) | -0.828 | 0.470 | 0.630 | 1.000 | 0.950 | 0.538 |
GDP대비 관리재정수지규모 비중(퍼센트) | -0.658 | 0.576 | 0.679 | 0.950 | 1.000 | 0.429 |
기준 | 0.000 | 0.538 | 0.487 | 0.538 | 0.429 | 1.000 |
연도 | 기준 | 통합재정수지규모(조원) | GDP대비 통합재정수지규모 비중(퍼센트) | 관리재정수지규모(조원) | GDP대비 관리재정수지규모 비중(퍼센트) | |
---|---|---|---|---|---|---|
0 | 2000 | 결산 | 6.5 | 1.0 | -6.0 | -0.9 |
1 | 2001 | 결산 | 7.3 | 1.0 | -8.2 | -1.2 |
2 | 2002 | 결산 | 22.7 | 2.9 | 5.1 | 0.6 |
3 | 2003 | 결산 | 7.6 | 0.9 | 1.0 | 0.1 |
4 | 2004 | 결산 | 5.6 | 0.6 | -3.6 | -0.4 |
5 | 2005 | 결산 | 4.9 | 0.5 | -6.7 | -0.7 |
6 | 2006 | 결산 | 6.0 | 0.6 | -8.4 | -0.8 |
7 | 2007 | 결산 | 37.0 | 3.4 | 6.8 | 0.6 |
8 | 2008 | 결산 | 15.8 | 1.4 | -11.7 | -1.0 |
9 | 2009 | 결산 | -17.6 | -1.5 | -43.2 | -3.6 |
연도 | 기준 | 통합재정수지규모(조원) | GDP대비 통합재정수지규모 비중(퍼센트) | 관리재정수지규모(조원) | GDP대비 관리재정수지규모 비중(퍼센트) | |
---|---|---|---|---|---|---|
12 | 2012 | 결산 | 18.5 | 1.3 | -17.4 | -1.2 |
13 | 2013 | 결산 | 14.2 | 0.9 | -21.1 | -1.4 |
14 | 2014 | 결산 | 8.5 | 0.5 | -29.5 | -1.9 |
15 | 2015 | 결산 | -0.2 | 0.0 | -38.0 | -2.3 |
16 | 2016 | 결산 | 16.9 | 1.0 | -22.7 | -1.3 |
17 | 2017 | 결산 | 24.0 | 1.3 | -18.5 | -1.0 |
18 | 2018 | 결산 | 31.2 | 1.6 | -10.6 | -0.6 |
19 | 2019 | 결산 | -12.0 | -0.6 | -54.4 | -2.8 |
20 | 2020 | 4차추경 | -84.0 | -4.4 | -118.6 | -6.1 |
21 | 2021 | 예산 | -75.4 | -3.7 | -112.5 | -5.6 |