Overview

Dataset statistics

Number of variables23
Number of observations82
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory16.6 KiB
Average record size in memory207.6 B

Variable types

Numeric22
Categorical1

Dataset

Description공무원연금 융자사업 대출종류별(대여학자금,연금대부학자금,연금대부,생활안정자금,의료비 등) 대출 현황 데이터입니다. (단위:건,백만원), 주) 1. "90년부터 생활안정자금대부 폐지 2. "99년부터 연금대부학자금, 의료비, 경조비, 재해복구비, 자립지원자금대부, 전세자금 폐지 3. 공무원연금대부 : "01년 5월부터 공무원 생활안정에 필요한 자금을 지원하기 위해 공무원연금기금을 재원으로 대부 실시 4."99년 이후의 "봉급자신용대출"란의 실적은 "공무원가계자금, 생활안정자금,단기재직자 융자알선" 실적임("09년부터는 연금수급자 융자알선실적 포함) 5. 주택자금융자알선 : "98년까지는 해당금융기관에 대출조건부 정기예금을 예치하여 운영한 것이고, "99년 이후에는 기금을 예치하지 않은 공무원주택담보융자알선임("04.11월 폐지)
URLhttps://www.data.go.kr/data/15052921/fileData.do

Alerts

합계 has unique valuesUnique
학자금대부(계) has unique valuesUnique
대여학자금 has unique valuesUnique
은행자금(계) has unique valuesUnique
연금대부학자금 has 48 (58.5%) zerosZeros
일반대부(계) has 4 (4.9%) zerosZeros
연금대부 has 38 (46.3%) zerosZeros
생활안정자금 has 66 (80.5%) zerosZeros
의료비 has 48 (58.5%) zerosZeros
경조비 has 64 (78.0%) zerosZeros
재해복구비 has 64 (78.0%) zerosZeros
차량구입비 has 74 (90.2%) zerosZeros
자립지원자금 has 50 (61.0%) zerosZeros
전세자금 has 60 (73.2%) zerosZeros
주택조합대부 has 68 (82.9%) zerosZeros
주택매입신축 has 76 (92.7%) zerosZeros
봉급자신용대출 has 6 (7.3%) zerosZeros
공무원생활지원급부 has 66 (80.5%) zerosZeros
해외주재공무원대출 has 70 (85.4%) zerosZeros
연금수급자융자알선 has 54 (65.9%) zerosZeros
주택자금융자알선 has 36 (43.9%) zerosZeros

Reproduction

Analysis started2023-12-12 05:45:12.930702
Analysis finished2023-12-12 05:45:13.113793
Duration0.18 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Real number (ℝ)

Distinct41
Distinct (%)50.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2002
Minimum1982
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:13.184264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1982
5-th percentile1984
Q11992
median2002
Q32012
95-th percentile2020
Maximum2022
Range40
Interquartile range (IQR)20

Descriptive statistics

Standard deviation11.904974
Coefficient of variation (CV)0.0059465402
Kurtosis-1.2011399
Mean2002
Median Absolute Deviation (MAD)10
Skewness0
Sum164164
Variance141.7284
MonotonicityIncreasing
2023-12-12T14:45:13.328166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=41)
ValueCountFrequency (%)
1982 2
 
2.4%
2013 2
 
2.4%
2005 2
 
2.4%
2006 2
 
2.4%
2007 2
 
2.4%
2008 2
 
2.4%
2009 2
 
2.4%
2010 2
 
2.4%
2011 2
 
2.4%
2012 2
 
2.4%
Other values (31) 62
75.6%
ValueCountFrequency (%)
1982 2
2.4%
1983 2
2.4%
1984 2
2.4%
1985 2
2.4%
1986 2
2.4%
1987 2
2.4%
1988 2
2.4%
1989 2
2.4%
1990 2
2.4%
1991 2
2.4%
ValueCountFrequency (%)
2022 2
2.4%
2021 2
2.4%
2020 2
2.4%
2019 2
2.4%
2018 2
2.4%
2017 2
2.4%
2016 2
2.4%
2015 2
2.4%
2014 2
2.4%
2013 2
2.4%

구분
Categorical

Distinct2
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size788.0 B
건수
41 
금액
41 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row건수
2nd row금액
3rd row건수
4th row금액
5th row건수

Common Values

ValueCountFrequency (%)
건수 41
50.0%
금액 41
50.0%

Length

2023-12-12T14:45:13.464372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:45:13.557773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
건수 41
50.0%
금액 41
50.0%

합계
Real number (ℝ)

UNIQUE 

Distinct82
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1358121.4
Minimum143827
Maximum5787606
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:13.709070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum143827
5-th percentile221179.7
Q1287621.75
median406935.5
Q33081632.8
95-th percentile4280534.2
Maximum5787606
Range5643779
Interquartile range (IQR)2794011

Descriptive statistics

Standard deviation1612202
Coefficient of variation (CV)1.1870824
Kurtosis-0.085559733
Mean1358121.4
Median Absolute Deviation (MAD)169133
Skewness1.1945053
Sum1.1136596 × 108
Variance2.5991953 × 1012
MonotonicityNot monotonic
2023-12-12T14:45:13.860111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
218221 1
 
1.2%
393298 1
 
1.2%
387787 1
 
1.2%
3405554 1
 
1.2%
363254 1
 
1.2%
3254267 1
 
1.2%
350416 1
 
1.2%
4066947 1
 
1.2%
390209 1
 
1.2%
3845340 1
 
1.2%
Other values (72) 72
87.8%
ValueCountFrequency (%)
143827 1
1.2%
145486 1
1.2%
191173 1
1.2%
218221 1
1.2%
220626 1
1.2%
231700 1
1.2%
235943 1
1.2%
239662 1
1.2%
241467 1
1.2%
243146 1
1.2%
ValueCountFrequency (%)
5787606 1
1.2%
5636764 1
1.2%
4714546 1
1.2%
4406187 1
1.2%
4281779 1
1.2%
4256884 1
1.2%
4066947 1
1.2%
3948405 1
1.2%
3927961 1
1.2%
3845340 1
1.2%

학자금대부(계)
Real number (ℝ)

UNIQUE 

Distinct82
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean268360.33
Minimum36967
Maximum699598
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:14.013053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum36967
5-th percentile49480.5
Q1141483.25
median201889.5
Q3405637.75
95-th percentile656704.45
Maximum699598
Range662631
Interquartile range (IQR)264154.5

Descriptive statistics

Standard deviation185964.47
Coefficient of variation (CV)0.69296557
Kurtosis-0.25256833
Mean268360.33
Median Absolute Deviation (MAD)75761
Skewness0.94686688
Sum22005547
Variance3.4582783 × 1010
MonotonicityNot monotonic
2023-12-12T14:45:14.155724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
133131 1
 
1.2%
196492 1
 
1.2%
200671 1
 
1.2%
699598 1
 
1.2%
206488 1
 
1.2%
685768 1
 
1.2%
207494 1
 
1.2%
690239 1
 
1.2%
212280 1
 
1.2%
688711 1
 
1.2%
Other values (72) 72
87.8%
ValueCountFrequency (%)
36967 1
1.2%
39850 1
1.2%
40016 1
1.2%
49370 1
1.2%
49428 1
1.2%
50478 1
1.2%
56623 1
1.2%
65454 1
1.2%
80014 1
1.2%
93775 1
1.2%
ValueCountFrequency (%)
699598 1
1.2%
690239 1
1.2%
688711 1
1.2%
685768 1
1.2%
658128 1
1.2%
629657 1
1.2%
626503 1
1.2%
598115 1
1.2%
561586 1
1.2%
553662 1
1.2%

대여학자금
Real number (ℝ)

UNIQUE 

Distinct82
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean261596.95
Minimum34763
Maximum699598
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:14.301277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum34763
5-th percentile37357.8
Q1125926.5
median200911.5
Q3392047.75
95-th percentile656704.45
Maximum699598
Range664835
Interquartile range (IQR)266121.25

Descriptive statistics

Standard deviation189693.84
Coefficient of variation (CV)0.7251378
Kurtosis-0.27820329
Mean261596.95
Median Absolute Deviation (MAD)87048
Skewness0.94510622
Sum21450950
Variance3.5983752 × 1010
MonotonicityNot monotonic
2023-12-12T14:45:14.459272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
124748 1
 
1.2%
196492 1
 
1.2%
200671 1
 
1.2%
699598 1
 
1.2%
206488 1
 
1.2%
685768 1
 
1.2%
207494 1
 
1.2%
690239 1
 
1.2%
212280 1
 
1.2%
688711 1
 
1.2%
Other values (72) 72
87.8%
ValueCountFrequency (%)
34763 1
1.2%
35527 1
1.2%
37136 1
1.2%
37137 1
1.2%
37252 1
1.2%
39368 1
1.2%
49614 1
1.2%
57997 1
1.2%
72900 1
1.2%
85427 1
1.2%
ValueCountFrequency (%)
699598 1
1.2%
690239 1
1.2%
688711 1
1.2%
685768 1
1.2%
658128 1
1.2%
629657 1
1.2%
626503 1
1.2%
598115 1
1.2%
561586 1
1.2%
553662 1
1.2%

연금대부학자금
Real number (ℝ)

ZEROS 

Distinct35
Distinct (%)42.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6763.378
Minimum0
Maximum60536
Zeros48
Zeros (%)58.5%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:14.613485image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q312397.75
95-th percentile25019.85
Maximum60536
Range60536
Interquartile range (IQR)12397.75

Descriptive statistics

Standard deviation10986.062
Coefficient of variation (CV)1.6243455
Kurtosis7.3507289
Mean6763.378
Median Absolute Deviation (MAD)0
Skewness2.3560809
Sum554597
Variance1.2069357 × 108
MonotonicityNot monotonic
2023-12-12T14:45:14.747365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
0 48
58.5%
8383 1
 
1.2%
12511 1
 
1.2%
16298 1
 
1.2%
10585 1
 
1.2%
19883 1
 
1.2%
14515 1
 
1.2%
21331 1
 
1.2%
17290 1
 
1.2%
15455 1
 
1.2%
Other values (25) 25
30.5%
ValueCountFrequency (%)
0 48
58.5%
2204 1
 
1.2%
2713 1
 
1.2%
2880 1
 
1.2%
7009 1
 
1.2%
7114 1
 
1.2%
7457 1
 
1.2%
8348 1
 
1.2%
8383 1
 
1.2%
10060 1
 
1.2%
ValueCountFrequency (%)
60536 1
1.2%
43579 1
1.2%
35137 1
1.2%
27663 1
1.2%
25214 1
1.2%
21331 1
1.2%
20540 1
1.2%
19883 1
1.2%
19058 1
1.2%
17945 1
1.2%

일반대부(계)
Real number (ℝ)

ZEROS 

Distinct79
Distinct (%)96.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean234275.15
Minimum0
Maximum948430
Zeros4
Zeros (%)4.9%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:14.887808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile15825.15
Q136599.75
median103343
Q3490878.5
95-th percentile799693.65
Maximum948430
Range948430
Interquartile range (IQR)454278.75

Descriptive statistics

Standard deviation272082.71
Coefficient of variation (CV)1.161381
Kurtosis0.089788851
Mean234275.15
Median Absolute Deviation (MAD)71667.5
Skewness1.1797312
Sum19210562
Variance7.4029001 × 1010
MonotonicityNot monotonic
2023-12-12T14:45:15.029433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 4
 
4.9%
38255 1
 
1.2%
31264 1
 
1.2%
739715 1
 
1.2%
51444 1
 
1.2%
499920 1
 
1.2%
33224 1
 
1.2%
499840 1
 
1.2%
34889 1
 
1.2%
499625 1
 
1.2%
Other values (69) 69
84.1%
ValueCountFrequency (%)
0 4
4.9%
15660 1
 
1.2%
18963 1
 
1.2%
20360 1
 
1.2%
21757 1
 
1.2%
25822 1
 
1.2%
30120 1
 
1.2%
31264 1
 
1.2%
31315 1
 
1.2%
32036 1
 
1.2%
ValueCountFrequency (%)
948430 1
1.2%
899971 1
1.2%
889797 1
1.2%
799994 1
1.2%
799919 1
1.2%
795412 1
1.2%
749981 1
1.2%
739715 1
1.2%
699994 1
1.2%
699679 1
1.2%

연금대부
Real number (ℝ)

ZEROS 

Distinct45
Distinct (%)54.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean182669.23
Minimum0
Maximum948430
Zeros38
Zeros (%)46.3%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:15.180405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median31675.5
Q3490878.5
95-th percentile799693.65
Maximum948430
Range948430
Interquartile range (IQR)490878.5

Descriptive statistics

Standard deviation292364.39
Coefficient of variation (CV)1.6005125
Kurtosis0.22202592
Mean182669.23
Median Absolute Deviation (MAD)31675.5
Skewness1.3370657
Sum14978877
Variance8.5476937 × 1010
MonotonicityNot monotonic
2023-12-12T14:45:15.335923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%)
0 38
46.3%
799994 1
 
1.2%
60144 1
 
1.2%
889797 1
 
1.2%
45241 1
 
1.2%
699994 1
 
1.2%
44301 1
 
1.2%
699679 1
 
1.2%
37031 1
 
1.2%
629983 1
 
1.2%
Other values (35) 35
42.7%
ValueCountFrequency (%)
0 38
46.3%
30120 1
 
1.2%
31264 1
 
1.2%
31315 1
 
1.2%
32036 1
 
1.2%
33224 1
 
1.2%
33303 1
 
1.2%
34629 1
 
1.2%
34889 1
 
1.2%
35070 1
 
1.2%
ValueCountFrequency (%)
948430 1
1.2%
899971 1
1.2%
889797 1
1.2%
799994 1
1.2%
799919 1
1.2%
795412 1
1.2%
749981 1
1.2%
739715 1
1.2%
699994 1
1.2%
699679 1
1.2%

생활안정자금
Real number (ℝ)

ZEROS 

Distinct17
Distinct (%)20.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26788.841
Minimum0
Maximum312490
Zeros66
Zeros (%)80.5%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:15.465936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile149569.45
Maximum312490
Range312490
Interquartile range (IQR)0

Descriptive statistics

Standard deviation68271.598
Coefficient of variation (CV)2.5485088
Kurtosis8.6782244
Mean26788.841
Median Absolute Deviation (MAD)0
Skewness2.9591669
Sum2196685
Variance4.6610111 × 109
MonotonicityNot monotonic
2023-12-12T14:45:15.623324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
0 66
80.5%
36219 1
 
1.2%
18110 1
 
1.2%
298625 1
 
1.2%
102420 1
 
1.2%
299916 1
 
1.2%
107496 1
 
1.2%
312490 1
 
1.2%
117570 1
 
1.2%
195994 1
 
1.2%
Other values (7) 7
 
8.5%
ValueCountFrequency (%)
0 66
80.5%
18110 1
 
1.2%
36219 1
 
1.2%
37243 1
 
1.2%
44115 1
 
1.2%
102420 1
 
1.2%
105117 1
 
1.2%
107496 1
 
1.2%
111880 1
 
1.2%
112071 1
 
1.2%
ValueCountFrequency (%)
312490 1
1.2%
299916 1
1.2%
298625 1
1.2%
195994 1
1.2%
149665 1
1.2%
147754 1
1.2%
117570 1
1.2%
112071 1
1.2%
111880 1
1.2%
107496 1
1.2%

의료비
Real number (ℝ)

ZEROS 

Distinct35
Distinct (%)42.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1740.1829
Minimum0
Maximum8809
Zeros48
Zeros (%)58.5%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:15.780217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32929.75
95-th percentile7538.65
Maximum8809
Range8809
Interquartile range (IQR)2929.75

Descriptive statistics

Standard deviation2563.4705
Coefficient of variation (CV)1.4731041
Kurtosis0.71714722
Mean1740.1829
Median Absolute Deviation (MAD)0
Skewness1.3582569
Sum142695
Variance6571381.1
MonotonicityNot monotonic
2023-12-12T14:45:15.916980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
0 48
58.5%
1417 1
 
1.2%
2952 1
 
1.2%
6113 1
 
1.2%
8442 1
 
1.2%
5724 1
 
1.2%
8030 1
 
1.2%
3386 1
 
1.2%
4775 1
 
1.2%
4480 1
 
1.2%
Other values (25) 25
30.5%
ValueCountFrequency (%)
0 48
58.5%
675 1
 
1.2%
1417 1
 
1.2%
1480 1
 
1.2%
1501 1
 
1.2%
1745 1
 
1.2%
1967 1
 
1.2%
1987 1
 
1.2%
2049 1
 
1.2%
2141 1
 
1.2%
ValueCountFrequency (%)
8809 1
1.2%
8552 1
1.2%
8442 1
1.2%
8030 1
1.2%
7583 1
1.2%
6696 1
1.2%
6113 1
1.2%
6043 1
1.2%
6013 1
1.2%
5794 1
1.2%

경조비
Real number (ℝ)

ZEROS 

Distinct19
Distinct (%)23.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5125.9268
Minimum0
Maximum40814
Zeros64
Zeros (%)78.0%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:16.085475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile36692.4
Maximum40814
Range40814
Interquartile range (IQR)0

Descriptive statistics

Standard deviation11282.734
Coefficient of variation (CV)2.2011109
Kurtosis3.7999185
Mean5125.9268
Median Absolute Deviation (MAD)0
Skewness2.2293943
Sum420326
Variance1.2730008 × 108
MonotonicityNot monotonic
2023-12-12T14:45:16.251666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
0 64
78.0%
13300 1
 
1.2%
39106 1
 
1.2%
9612 1
 
1.2%
19941 1
 
1.2%
6766 1
 
1.2%
26036 1
 
1.2%
9134 1
 
1.2%
33230 1
 
1.2%
12332 1
 
1.2%
Other values (9) 9
 
11.0%
ValueCountFrequency (%)
0 64
78.0%
6766 1
 
1.2%
9134 1
 
1.2%
9612 1
 
1.2%
12332 1
 
1.2%
13300 1
 
1.2%
13790 1
 
1.2%
15504 1
 
1.2%
15548 1
 
1.2%
15589 1
 
1.2%
ValueCountFrequency (%)
40814 1
1.2%
40455 1
1.2%
39106 1
1.2%
38945 1
1.2%
36868 1
1.2%
33356 1
1.2%
33230 1
1.2%
26036 1
1.2%
19941 1
1.2%
15589 1
1.2%

재해복구비
Real number (ℝ)

ZEROS 

Distinct19
Distinct (%)23.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean122.47561
Minimum0
Maximum3279
Zeros64
Zeros (%)78.0%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:16.374742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile679.5
Maximum3279
Range3279
Interquartile range (IQR)0

Descriptive statistics

Standard deviation460.73026
Coefficient of variation (CV)3.7618124
Kurtosis32.323794
Mean122.47561
Median Absolute Deviation (MAD)0
Skewness5.4316238
Sum10043
Variance212272.38
MonotonicityNot monotonic
2023-12-12T14:45:16.517981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
0 64
78.0%
806 1
 
1.2%
689 1
 
1.2%
74 1
 
1.2%
146 1
 
1.2%
21 1
 
1.2%
147 1
 
1.2%
32 1
 
1.2%
188 1
 
1.2%
42 1
 
1.2%
Other values (9) 9
 
11.0%
ValueCountFrequency (%)
0 64
78.0%
21 1
 
1.2%
32 1
 
1.2%
33 1
 
1.2%
42 1
 
1.2%
74 1
 
1.2%
93 1
 
1.2%
146 1
 
1.2%
147 1
 
1.2%
154 1
 
1.2%
ValueCountFrequency (%)
3279 1
1.2%
2235 1
1.2%
985 1
1.2%
806 1
1.2%
689 1
1.2%
499 1
1.2%
412 1
1.2%
208 1
1.2%
188 1
1.2%
154 1
1.2%

차량구입비
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)11.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean114.26829
Minimum0
Maximum3423
Zeros74
Zeros (%)90.2%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:16.645739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile821.35
Maximum3423
Range3423
Interquartile range (IQR)0

Descriptive statistics

Standard deviation458.3546
Coefficient of variation (CV)4.0112142
Kurtosis35.158667
Mean114.26829
Median Absolute Deviation (MAD)0
Skewness5.5119295
Sum9370
Variance210088.94
MonotonicityNot monotonic
2023-12-12T14:45:16.789153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 74
90.2%
619 1
 
1.2%
1575 1
 
1.2%
1237 1
 
1.2%
3423 1
 
1.2%
286 1
 
1.2%
832 1
 
1.2%
363 1
 
1.2%
1035 1
 
1.2%
ValueCountFrequency (%)
0 74
90.2%
286 1
 
1.2%
363 1
 
1.2%
619 1
 
1.2%
832 1
 
1.2%
1035 1
 
1.2%
1237 1
 
1.2%
1575 1
 
1.2%
3423 1
 
1.2%
ValueCountFrequency (%)
3423 1
 
1.2%
1575 1
 
1.2%
1237 1
 
1.2%
1035 1
 
1.2%
832 1
 
1.2%
619 1
 
1.2%
363 1
 
1.2%
286 1
 
1.2%
0 74
90.2%

자립지원자금
Real number (ℝ)

ZEROS 

Distinct33
Distinct (%)40.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1838.9634
Minimum0
Maximum16892
Zeros50
Zeros (%)61.0%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:16.944363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31707
95-th percentile10616.5
Maximum16892
Range16892
Interquartile range (IQR)1707

Descriptive statistics

Standard deviation3560.6613
Coefficient of variation (CV)1.9362328
Kurtosis5.4830183
Mean1838.9634
Median Absolute Deviation (MAD)0
Skewness2.4047015
Sum150795
Variance12678309
MonotonicityNot monotonic
2023-12-12T14:45:17.099145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
0 50
61.0%
1234 1
 
1.2%
1033 1
 
1.2%
5114 1
 
1.2%
1238 1
 
1.2%
6129 1
 
1.2%
1749 1
 
1.2%
11966 1
 
1.2%
8380 1
 
1.2%
1179 1
 
1.2%
Other values (23) 23
28.0%
ValueCountFrequency (%)
0 50
61.0%
853 1
 
1.2%
868 1
 
1.2%
933 1
 
1.2%
964 1
 
1.2%
1033 1
 
1.2%
1179 1
 
1.2%
1234 1
 
1.2%
1238 1
 
1.2%
1299 1
 
1.2%
ValueCountFrequency (%)
16892 1
1.2%
13023 1
1.2%
12479 1
1.2%
11966 1
1.2%
10700 1
1.2%
9030 1
1.2%
8380 1
1.2%
7757 1
1.2%
6313 1
1.2%
6129 1
1.2%

전세자금
Real number (ℝ)

ZEROS 

Distinct23
Distinct (%)28.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12033.89
Minimum0
Maximum121821
Zeros60
Zeros (%)73.2%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:17.251979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q36639.75
95-th percentile88603.25
Maximum121821
Range121821
Interquartile range (IQR)6639.75

Descriptive statistics

Standard deviation28595.261
Coefficient of variation (CV)2.3762275
Kurtosis5.6907274
Mean12033.89
Median Absolute Deviation (MAD)0
Skewness2.6015058
Sum986779
Variance8.1768896 × 108
MonotonicityNot monotonic
2023-12-12T14:45:17.392043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 60
73.2%
7434 1
 
1.2%
88744 1
 
1.2%
8020 1
 
1.2%
58410 1
 
1.2%
6195 1
 
1.2%
62391 1
 
1.2%
6788 1
 
1.2%
82661 1
 
1.2%
9262 1
 
1.2%
Other values (13) 13
 
15.9%
ValueCountFrequency (%)
0 60
73.2%
6195 1
 
1.2%
6788 1
 
1.2%
7434 1
 
1.2%
7623 1
 
1.2%
8020 1
 
1.2%
9262 1
 
1.2%
13897 1
 
1.2%
13980 1
 
1.2%
19571 1
 
1.2%
ValueCountFrequency (%)
121821 1
1.2%
111969 1
1.2%
99102 1
1.2%
90860 1
1.2%
88744 1
1.2%
85929 1
1.2%
82661 1
1.2%
62391 1
1.2%
58410 1
1.2%
25859 1
1.2%

주택조합대부
Real number (ℝ)

ZEROS 

Distinct15
Distinct (%)18.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2034.6707
Minimum0
Maximum75000
Zeros68
Zeros (%)82.9%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:17.493105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile7557.8
Maximum75000
Range75000
Interquartile range (IQR)0

Descriptive statistics

Standard deviation9354.6025
Coefficient of variation (CV)4.5976002
Kurtosis47.773975
Mean2034.6707
Median Absolute Deviation (MAD)0
Skewness6.5640257
Sum166843
Variance87508589
MonotonicityNot monotonic
2023-12-12T14:45:17.590323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
0 68
82.9%
162 1
 
1.2%
800 1
 
1.2%
1267 1
 
1.2%
6300 1
 
1.2%
389 1
 
1.2%
1900 1
 
1.2%
2826 1
 
1.2%
25700 1
 
1.2%
7624 1
 
1.2%
Other values (5) 5
 
6.1%
ValueCountFrequency (%)
0 68
82.9%
162 1
 
1.2%
389 1
 
1.2%
800 1
 
1.2%
1154 1
 
1.2%
1267 1
 
1.2%
1900 1
 
1.2%
2826 1
 
1.2%
3821 1
 
1.2%
6300 1
 
1.2%
ValueCountFrequency (%)
75000 1
1.2%
30400 1
1.2%
25700 1
1.2%
9500 1
1.2%
7624 1
1.2%
6300 1
1.2%
3821 1
1.2%
2826 1
1.2%
1900 1
1.2%
1267 1
1.2%

주택매입신축
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)8.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1806.6951
Minimum0
Maximum54300
Zeros76
Zeros (%)92.7%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:17.690655image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile6195.3
Maximum54300
Range54300
Interquartile range (IQR)0

Descriptive statistics

Standard deviation8465.6862
Coefficient of variation (CV)4.6857303
Kurtosis27.630376
Mean1806.6951
Median Absolute Deviation (MAD)0
Skewness5.2428857
Sum148149
Variance71667842
MonotonicityNot monotonic
2023-12-12T14:45:17.787957image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 76
92.7%
3256 1
 
1.2%
31100 1
 
1.2%
7943 1
 
1.2%
54300 1
 
1.2%
6350 1
 
1.2%
45200 1
 
1.2%
ValueCountFrequency (%)
0 76
92.7%
3256 1
 
1.2%
6350 1
 
1.2%
7943 1
 
1.2%
31100 1
 
1.2%
45200 1
 
1.2%
54300 1
 
1.2%
ValueCountFrequency (%)
54300 1
 
1.2%
45200 1
 
1.2%
31100 1
 
1.2%
7943 1
 
1.2%
6350 1
 
1.2%
3256 1
 
1.2%
0 76
92.7%

은행자금(계)
Real number (ℝ)

UNIQUE 

Distinct82
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean855485.96
Minimum8823
Maximum4809138
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:17.934126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8823
5-th percentile25445
Q156008.25
median147247
Q31961776.5
95-th percentile3275589
Maximum4809138
Range4800315
Interquartile range (IQR)1905768.2

Descriptive statistics

Standard deviation1235409.5
Coefficient of variation (CV)1.4441026
Kurtosis0.7324283
Mean855485.96
Median Absolute Deviation (MAD)106017
Skewness1.3927391
Sum70149849
Variance1.5262367 × 1012
MonotonicityNot monotonic
2023-12-12T14:45:18.346509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
46835 1
 
1.2%
136662 1
 
1.2%
135672 1
 
1.2%
2206036 1
 
1.2%
123542 1
 
1.2%
2068659 1
 
1.2%
108033 1
 
1.2%
2877083 1
 
1.2%
146665 1
 
1.2%
2656664 1
 
1.2%
Other values (72) 72
87.8%
ValueCountFrequency (%)
8823 1
1.2%
9256 1
1.2%
11774 1
1.2%
20676 1
1.2%
25405 1
1.2%
26205 1
1.2%
26451 1
1.2%
26609 1
1.2%
37557 1
1.2%
41921 1
1.2%
ValueCountFrequency (%)
4809138 1
1.2%
4238921 1
1.2%
3710319 1
1.2%
3312597 1
1.2%
3280218 1
1.2%
3187637 1
1.2%
2987303 1
1.2%
2877083 1
1.2%
2762325 1
1.2%
2656664 1
1.2%

봉급자신용대출
Real number (ℝ)

ZEROS 

Distinct77
Distinct (%)93.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean804890.71
Minimum0
Maximum4808668
Zeros6
Zeros (%)7.3%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:18.480760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q134225.25
median117256.5
Q31840122
95-th percentile3274694.6
Maximum4808668
Range4808668
Interquartile range (IQR)1805896.8

Descriptive statistics

Standard deviation1232849.6
Coefficient of variation (CV)1.5316982
Kurtosis0.85840975
Mean804890.71
Median Absolute Deviation (MAD)91763
Skewness1.429616
Sum66001038
Variance1.5199183 × 1012
MonotonicityNot monotonic
2023-12-12T14:45:18.635544image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 6
 
7.3%
40611 1
 
1.2%
2794151 1
 
1.2%
4163592 1
 
1.2%
130334 1
 
1.2%
2141733 1
 
1.2%
118653 1
 
1.2%
2006208 1
 
1.2%
102775 1
 
1.2%
141285 1
 
1.2%
Other values (67) 67
81.7%
ValueCountFrequency (%)
0 6
7.3%
16443 1
 
1.2%
17214 1
 
1.2%
19430 1
 
1.2%
22455 1
 
1.2%
23385 1
 
1.2%
23553 1
 
1.2%
23774 1
 
1.2%
24536 1
 
1.2%
25452 1
 
1.2%
ValueCountFrequency (%)
4808668 1
1.2%
4163592 1
1.2%
3709956 1
1.2%
3311116 1
1.2%
3280218 1
1.2%
3169750 1
1.2%
2986629 1
1.2%
2794151 1
1.2%
2656664 1
1.2%
2643499 1
1.2%

공무원생활지원급부
Real number (ℝ)

ZEROS 

Distinct17
Distinct (%)20.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8506.1463
Minimum0
Maximum94519
Zeros66
Zeros (%)80.5%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:18.833610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile69066.75
Maximum94519
Range94519
Interquartile range (IQR)0

Descriptive statistics

Standard deviation22531.171
Coefficient of variation (CV)2.6488106
Kurtosis7.6348444
Mean8506.1463
Median Absolute Deviation (MAD)0
Skewness2.9285253
Sum697504
Variance5.0765367 × 108
MonotonicityNot monotonic
2023-12-12T14:45:18.973885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
0 66
80.5%
6460 1
 
1.2%
94519 1
 
1.2%
17639 1
 
1.2%
91926 1
 
1.2%
18105 1
 
1.2%
63438 1
 
1.2%
13656 1
 
1.2%
69363 1
 
1.2%
15259 1
 
1.2%
Other values (7) 7
 
8.5%
ValueCountFrequency (%)
0 66
80.5%
6460 1
 
1.2%
12620 1
 
1.2%
13656 1
 
1.2%
15259 1
 
1.2%
17639 1
 
1.2%
18105 1
 
1.2%
18258 1
 
1.2%
21011 1
 
1.2%
27435 1
 
1.2%
ValueCountFrequency (%)
94519 1
1.2%
93728 1
1.2%
91926 1
1.2%
78702 1
1.2%
69363 1
1.2%
63438 1
1.2%
55385 1
1.2%
27435 1
1.2%
21011 1
1.2%
18258 1
1.2%

해외주재공무원대출
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)15.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.707317
Minimum0
Maximum705
Zeros70
Zeros (%)85.4%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:19.079547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile159.1
Maximum705
Range705
Interquartile range (IQR)0

Descriptive statistics

Standard deviation111.74381
Coefficient of variation (CV)3.7614911
Kurtosis22.56336
Mean29.707317
Median Absolute Deviation (MAD)0
Skewness4.6552267
Sum2436
Variance12486.679
MonotonicityNot monotonic
2023-12-12T14:45:19.189215image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 70
85.4%
48 1
 
1.2%
459 1
 
1.2%
16 1
 
1.2%
160 1
 
1.2%
71 1
 
1.2%
705 1
 
1.2%
53 1
 
1.2%
519 1
 
1.2%
23 1
 
1.2%
Other values (3) 3
 
3.7%
ValueCountFrequency (%)
0 70
85.4%
16 1
 
1.2%
17 1
 
1.2%
23 1
 
1.2%
48 1
 
1.2%
53 1
 
1.2%
71 1
 
1.2%
142 1
 
1.2%
160 1
 
1.2%
223 1
 
1.2%
ValueCountFrequency (%)
705 1
1.2%
519 1
1.2%
459 1
1.2%
223 1
1.2%
160 1
1.2%
142 1
1.2%
71 1
1.2%
53 1
1.2%
48 1
1.2%
23 1
1.2%

연금수급자융자알선
Real number (ℝ)

ZEROS 

Distinct29
Distinct (%)35.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18130.732
Minimum0
Maximum131646
Zeros54
Zeros (%)65.9%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:19.306294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q37045
95-th percentile117278
Maximum131646
Range131646
Interquartile range (IQR)7045

Descriptive statistics

Standard deviation38117.492
Coefficient of variation (CV)2.1023692
Kurtosis2.2580823
Mean18130.732
Median Absolute Deviation (MAD)0
Skewness1.9667018
Sum1486720
Variance1.4529432 × 109
MonotonicityNot monotonic
2023-12-12T14:45:19.442342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
0 54
65.9%
5380 1
 
1.2%
104263 1
 
1.2%
6960 1
 
1.2%
117963 1
 
1.2%
6979 1
 
1.2%
121009 1
 
1.2%
7260 1
 
1.2%
122885 1
 
1.2%
8057 1
 
1.2%
Other values (19) 19
 
23.2%
ValueCountFrequency (%)
0 54
65.9%
4889 1
 
1.2%
5258 1
 
1.2%
5338 1
 
1.2%
5380 1
 
1.2%
6618 1
 
1.2%
6960 1
 
1.2%
6979 1
 
1.2%
7067 1
 
1.2%
7260 1
 
1.2%
ValueCountFrequency (%)
131646 1
1.2%
122885 1
1.2%
121009 1
1.2%
118826 1
1.2%
117963 1
1.2%
104263 1
1.2%
101687 1
1.2%
100490 1
1.2%
95320 1
1.2%
88374 1
1.2%

주택자금융자알선
Real number (ℝ)

ZEROS 

Distinct47
Distinct (%)57.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23928.671
Minimum0
Maximum308637
Zeros36
Zeros (%)43.9%
Negative0
Negative (%)0.0%
Memory size870.0 B
2023-12-12T14:45:19.576315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median230
Q39481.75
95-th percentile167954.7
Maximum308637
Range308637
Interquartile range (IQR)9481.75

Descriptive statistics

Standard deviation59435.06
Coefficient of variation (CV)2.483843
Kurtosis8.6490582
Mean23928.671
Median Absolute Deviation (MAD)230
Skewness2.9880881
Sum1962151
Variance3.5325264 × 109
MonotonicityNot monotonic
2023-12-12T14:45:19.720224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
0 36
43.9%
6224 1
 
1.2%
17887 1
 
1.2%
8274 1
 
1.2%
151974 1
 
1.2%
9256 1
 
1.2%
192336 1
 
1.2%
11774 1
 
1.2%
308637 1
 
1.2%
8823 1
 
1.2%
Other values (37) 37
45.1%
ValueCountFrequency (%)
0 36
43.9%
14 1
 
1.2%
17 1
 
1.2%
27 1
 
1.2%
49 1
 
1.2%
97 1
 
1.2%
363 1
 
1.2%
470 1
 
1.2%
571 1
 
1.2%
674 1
 
1.2%
ValueCountFrequency (%)
308637 1
1.2%
223026 1
1.2%
192336 1
1.2%
181225 1
1.2%
167984 1
1.2%
167398 1
1.2%
159072 1
1.2%
151974 1
1.2%
77958 1
1.2%
46175 1
1.2%

Sample

연도구분합계학자금대부(계)대여학자금연금대부학자금일반대부(계)연금대부생활안정자금의료비경조비재해복구비차량구입비자립지원자금전세자금주택조합대부주택매입신축은행자금(계)봉급자신용대출공무원생활지원급부해외주재공무원대출연금수급자융자알선주택자금융자알선
01982건수218221133131124748838338255036219141700619000046835406110006224
11982금액14382736967347632204203600181106750015750000865004032500046175
21983건수2359431453621346861067648660044115196700123711790162041921393480002573
31983금액14548640016371362880464100372431480003423346408000590603905300020007
41984건수28715714517813491910259115370011207120490028696400026609235530003056
51984금액2484843985037137271315478501496651501008322787000538492980500024044
61985건수32545919010712957160536108901010511725680036385300026451245360001915
71985금액251972504783552714951153216014775419870010352440000482783261600015662
81986건수3047711678231242444357911627201118803093000129900020676194300001246
91986금액294867493703725212118202372019599426240003754000431253260600010519
연도구분합계학자금대부(계)대여학자금연금대부학자금일반대부(계)연금대부생활안정자금의료비경조비재해복구비차량구입비자립지원자금전세자금주택조합대부주택매입신축은행자금(계)봉급자신용대출공무원생활지원급부해외주재공무원대출연금수급자융자알선주택자금융자알선
722018건수28582814500314500303741937419000000000103406939920094140
732018금액3324743453031453031079541279541200000000020763001944654001316460
742019건수2771661403101403100397543975400000000097102890450080570
752019금액3205738439903439903079991979991900000000019659161843031001228850
762020건수279483129462129462038761387610000000001112601040000072600
772020금액3927961410331410331089997189997100000000026176592496650001210090
782021건수2431461141821141820383853838500000000090579836000069790
792021금액3265586367798367798094843094843000000000019493581831395001179630
802022건수1911731072021072020301203012000000000053851468910069600
812022금액20766933478473478470749981749981000000000978865874602001042630