Overview

Dataset statistics

Number of variables26
Number of observations22
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.2 KiB
Average record size in memory239.8 B

Variable types

Numeric24
Categorical2

Dataset

Description공무원연금기금 부채 및 자본 데이터(기금총액,기금운용수익,공공기금예탁,투자유가증권, 지불준비금 등)입니다. 2000년부터 시작됩니다.
Author공무원연금공단
URLhttps://www.data.go.kr/data/15052896/fileData.do

Alerts

구분 has unique values Unique
자본(기금총액) has unique values Unique
기금운용수익 has unique values Unique
자산(계) has unique values Unique
투자유가증권(소계) has unique values Unique
채권예금 has unique values Unique
주식 has unique values Unique
신탁상품 has unique values Unique
사업(소계) has unique values Unique
연금대출 has unique values Unique
주택사업 has unique values Unique
시설운영사업 has unique values Unique
지불준비금 has unique values Unique
부채(계) has unique values Unique
주택사업(소계) has unique values Unique
주택임대보증금 has unique values Unique
시설운영사업(건물임대보증금등) has unique values Unique
기타(소계) has unique values Unique
부담금선수금 has unique values Unique
사회간접자본투자 has 2 (9.1%) zeros Zeros
연금대출 has 1 (4.5%) zeros Zeros
학자금대출 has 13 (59.1%) zeros Zeros
재정자금차입금 has 12 (54.5%) zeros Zeros
대여학자금수탁금 has 13 (59.1%) zeros Zeros

Reproduction

Analysis started2022-11-20 00:59:21.633930
Analysis finished2022-11-20 00:59:21.802152
Duration0.17 seconds
Software versionpandas-profiling v3.2.0
Download configurationconfig.json

Variables

구분
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2010.5
Minimum2000
Maximum2021
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:21.848206image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum2000
5-th percentile2001.05
Q12005.25
median2010.5
Q32015.75
95-th percentile2019.95
Maximum2021
Range21
Interquartile range (IQR)10.5

Descriptive statistics

Standard deviation6.49358658
Coefficient of variation (CV)0.003229836647
Kurtosis-1.2
Mean2010.5
Median Absolute Deviation (MAD)5.5
Skewness0
Sum44231
Variance42.16666667
MonotonicityStrictly increasing
2022-11-20T09:59:21.960056image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
20001
 
4.5%
20101
 
4.5%
20211
 
4.5%
20021
 
4.5%
20031
 
4.5%
20041
 
4.5%
20051
 
4.5%
20061
 
4.5%
20071
 
4.5%
20081
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
20001
4.5%
20011
4.5%
20021
4.5%
20031
4.5%
20041
4.5%
20051
4.5%
20061
4.5%
20071
4.5%
20081
4.5%
20091
4.5%
ValueCountFrequency (%)
20211
4.5%
20201
4.5%
20191
4.5%
20181
4.5%
20171
4.5%
20161
4.5%
20151
4.5%
20141
4.5%
20131
4.5%
20121
4.5%

자본(기금총액)
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean69179.72727
Minimum17752
Maximum151752
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:22.030494image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum17752
5-th percentile21215
Q139278.5
median59206
Q399293.75
95-th percentile132454.1
Maximum151752
Range134000
Interquartile range (IQR)60015.25

Descriptive statistics

Standard deviation38619.21973
Coefficient of variation (CV)0.5582447525
Kurtosis-0.6874797587
Mean69179.72727
Median Absolute Deviation (MAD)27201
Skewness0.5770117068
Sum1521954
Variance1491444132
MonotonicityNot monotonic
2022-11-20T09:59:22.106136image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
177521
 
4.5%
583071
 
4.5%
1517521
 
4.5%
272761
 
4.5%
306751
 
4.5%
332181
 
4.5%
382951
 
4.5%
422291
 
4.5%
480431
 
4.5%
468611
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
177521
4.5%
208961
4.5%
272761
4.5%
306751
4.5%
332181
4.5%
382951
4.5%
422291
4.5%
468611
4.5%
480431
4.5%
518731
4.5%
ValueCountFrequency (%)
1517521
4.5%
1330871
4.5%
1204291
4.5%
1095061
4.5%
1083791
4.5%
1032111
4.5%
875421
4.5%
852721
4.5%
836701
4.5%
635761
4.5%

기금운용수익
Real number (ℝ)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5164.363636
Minimum-1182
Maximum18665
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)9.1%
Memory size326.0 B
2022-11-20T09:59:22.180816image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum-1182
5-th percentile-1024.65
Q12338.25
median3435
Q36174.75
95-th percentile15518.45
Maximum18665
Range19847
Interquartile range (IQR)3836.5

Descriptive statistics

Standard deviation5171.141889
Coefficient of variation (CV)1.001312505
Kurtosis1.38218208
Mean5164.363636
Median Absolute Deviation (MAD)1737.5
Skewness1.367256515
Sum113616
Variance26740708.43
MonotonicityNot monotonic
2022-11-20T09:59:22.250881image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
9201
 
4.5%
64341
 
4.5%
186651
 
4.5%
26041
 
4.5%
33991
 
4.5%
25431
 
4.5%
50771
 
4.5%
39341
 
4.5%
58141
 
4.5%
-11821
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
-11821
4.5%
-11271
4.5%
9201
4.5%
16021
4.5%
17981
4.5%
22701
4.5%
25431
4.5%
25661
4.5%
26041
4.5%
31441
4.5%
ValueCountFrequency (%)
186651
4.5%
156691
4.5%
126581
4.5%
120501
4.5%
64341
4.5%
62951
4.5%
58141
4.5%
50771
4.5%
50121
4.5%
39341
4.5%

자산(계)
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean111145.4545
Minimum40967
Maximum213098
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:22.328514image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum40967
5-th percentile52450.95
Q160596.75
median80237.5
Q3172161.5
95-th percentile197605.95
Maximum213098
Range172131
Interquartile range (IQR)111564.75

Descriptive statistics

Standard deviation59311.96331
Coefficient of variation (CV)0.5336427256
Kurtosis-1.617940175
Mean111145.4545
Median Absolute Deviation (MAD)26005
Skewness0.4548466879
Sum2445200
Variance3517908991
MonotonicityNot monotonic
2022-11-20T09:59:22.398262image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
409671
 
4.5%
790561
 
4.5%
2130981
 
4.5%
595711
 
4.5%
564751
 
4.5%
562121
 
4.5%
587261
 
4.5%
636741
 
4.5%
687801
 
4.5%
648251
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
409671
4.5%
522531
4.5%
562121
4.5%
564751
4.5%
587261
4.5%
595711
4.5%
636741
4.5%
648251
4.5%
687801
4.5%
711281
4.5%
ValueCountFrequency (%)
2130981
4.5%
1980711
4.5%
1887701
4.5%
1821381
4.5%
1775571
4.5%
1765191
4.5%
1590891
4.5%
1570921
4.5%
1522711
4.5%
875091
4.5%
Distinct3
Distinct (%)13.6%
Missing0
Missing (%)0.0%
Memory size304.0 B
100
16 
0
600

Length

Max length3
Median length3
Mean length2.727272727
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row100
2nd row0
3rd row0
4th row100
5th row100

Common Values

ValueCountFrequency (%)
10016
72.7%
03
 
13.6%
6003
 
13.6%

Length

2022-11-20T09:59:22.622149image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-11-20T09:59:22.700795image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
10016
72.7%
03
 
13.6%
6003
 
13.6%

투자유가증권(소계)
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean47393.81818
Minimum26128
Maximum82100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:22.761075image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum26128
5-th percentile32727.15
Q136504.5
median39208
Q355110.5
95-th percentile78529.35
Maximum82100
Range55972
Interquartile range (IQR)18606

Descriptive statistics

Standard deviation17480.75564
Coefficient of variation (CV)0.3688404166
Kurtosis-0.4142484882
Mean47393.81818
Median Absolute Deviation (MAD)4625.5
Skewness1.061830689
Sum1042664
Variance305576817.8
MonotonicityNot monotonic
2022-11-20T09:59:22.827095image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
261281
 
4.5%
428281
 
4.5%
731551
 
4.5%
394231
 
4.5%
367521
 
4.5%
340931
 
4.5%
327211
 
4.5%
364221
 
4.5%
414121
 
4.5%
328441
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
261281
4.5%
327211
4.5%
328441
4.5%
340931
4.5%
350721
4.5%
364221
4.5%
367521
4.5%
380371
4.5%
383441
4.5%
389391
4.5%
ValueCountFrequency (%)
821001
4.5%
785661
4.5%
778331
4.5%
731551
4.5%
725631
4.5%
581821
4.5%
458961
4.5%
428281
4.5%
423611
4.5%
414121
4.5%

채권예금
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25066.36364
Minimum831
Maximum37518
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:22.902572image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum831
5-th percentile17784.95
Q120810.75
median25517.5
Q329653.25
95-th percentile36384
Maximum37518
Range36687
Interquartile range (IQR)8842.5

Descriptive statistics

Standard deviation7840.070107
Coefficient of variation (CV)0.3127725354
Kurtosis3.297026862
Mean25066.36364
Median Absolute Deviation (MAD)4779
Skewness-1.129750161
Sum551460
Variance61466699.29
MonotonicityNot monotonic
2022-11-20T09:59:22.971626image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
8311
 
4.5%
270171
 
4.5%
290331
 
4.5%
313251
 
4.5%
298601
 
4.5%
258451
 
4.5%
177161
 
4.5%
200131
 
4.5%
239331
 
4.5%
223371
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
8311
4.5%
177161
4.5%
190951
4.5%
192001
4.5%
200131
4.5%
203021
4.5%
223371
4.5%
225541
4.5%
225841
4.5%
239331
4.5%
ValueCountFrequency (%)
375181
4.5%
365171
4.5%
338571
4.5%
321601
4.5%
313251
4.5%
298601
4.5%
290331
4.5%
287281
4.5%
270171
4.5%
258451
4.5%

주식
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10577.18182
Minimum449
Maximum28052
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:23.045933image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum449
5-th percentile569.15
Q11801
median5486.5
Q319464.5
95-th percentile27476.45
Maximum28052
Range27603
Interquartile range (IQR)17663.5

Descriptive statistics

Standard deviation10387.10264
Coefficient of variation (CV)0.9820293175
Kurtosis-1.207328037
Mean10577.18182
Median Absolute Deviation (MAD)4902.5
Skewness0.6758764841
Sum232698
Variance107891901.3
MonotonicityNot monotonic
2022-11-20T09:59:23.110611image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
17471
 
4.5%
48631
 
4.5%
232121
 
4.5%
5501
 
4.5%
9331
 
4.5%
13701
 
4.5%
19631
 
4.5%
20571
 
4.5%
30181
 
4.5%
16271
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
4491
4.5%
5501
4.5%
9331
4.5%
13701
4.5%
16271
4.5%
17471
4.5%
19631
4.5%
20571
4.5%
30181
4.5%
33841
4.5%
ValueCountFrequency (%)
280521
4.5%
274811
4.5%
273901
4.5%
261621
4.5%
232121
4.5%
205881
4.5%
160941
4.5%
138481
4.5%
114451
4.5%
103551
4.5%

신탁상품
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9905.727273
Minimum3036
Maximum23550
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:23.182438image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum3036
5-th percentile3954.2
Q15924.5
median8559
Q312940
95-th percentile18226.55
Maximum23550
Range20514
Interquartile range (IQR)7015.5

Descriptive statistics

Standard deviation5324.797141
Coefficient of variation (CV)0.5375473192
Kurtosis0.4693754482
Mean9905.727273
Median Absolute Deviation (MAD)3575.5
Skewness0.9197961307
Sum217926
Variance28353464.59
MonotonicityNot monotonic
2022-11-20T09:59:23.248196image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
235501
 
4.5%
84261
 
4.5%
182931
 
4.5%
74761
 
4.5%
56981
 
4.5%
46651
 
4.5%
97421
 
4.5%
122621
 
4.5%
119321
 
4.5%
70191
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
30361
4.5%
39481
4.5%
40721
4.5%
46651
4.5%
51111
4.5%
56981
4.5%
66041
4.5%
70191
4.5%
74761
4.5%
80061
4.5%
ValueCountFrequency (%)
235501
4.5%
182931
4.5%
169641
4.5%
154231
4.5%
144631
4.5%
131661
4.5%
122621
4.5%
119321
4.5%
97421
4.5%
93781
4.5%

사회간접자본투자
Real number (ℝ≥0)

ZEROS

Distinct21
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1823.318182
Minimum0
Maximum3300
Zeros2
Zeros (%)9.1%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:23.320156image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3.6
Q11927.5
median2061
Q32249.75
95-th percentile2612.6
Maximum3300
Range3300
Interquartile range (IQR)322.25

Descriptive statistics

Standard deviation896.8076922
Coefficient of variation (CV)0.4918547411
Kurtosis0.7481039026
Mean1823.318182
Median Absolute Deviation (MAD)176
Skewness-1.208164739
Sum40113
Variance804264.0368
MonotonicityNot monotonic
2022-11-20T09:59:23.385785image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
02
 
9.1%
23991
 
4.5%
26171
 
4.5%
2611
 
4.5%
22131
 
4.5%
33001
 
4.5%
20901
 
4.5%
25291
 
4.5%
18611
 
4.5%
19441
 
4.5%
Other values (11)11
50.0%
ValueCountFrequency (%)
02
9.1%
721
4.5%
2611
4.5%
18611
4.5%
19241
4.5%
19381
4.5%
19441
4.5%
19611
4.5%
19881
4.5%
20551
4.5%
ValueCountFrequency (%)
33001
4.5%
26171
4.5%
25291
4.5%
23991
4.5%
23421
4.5%
22621
4.5%
22131
4.5%
21831
4.5%
21071
4.5%
20901
4.5%

사업(소계)
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51193.13636
Minimum7620
Maximum110681
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:23.458531image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum7620
5-th percentile11844.35
Q121449.25
median33119.5
Q391216.25
95-th percentile103985.4
Maximum110681
Range103061
Interquartile range (IQR)69767

Descriptive statistics

Standard deviation36534.45208
Coefficient of variation (CV)0.713659187
Kurtosis-1.56396186
Mean51193.13636
Median Absolute Deviation (MAD)19742
Skewness0.4727346002
Sum1126249
Variance1334766189
MonotonicityNot monotonic
2022-11-20T09:59:23.529466image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
76201
 
4.5%
323621
 
4.5%
1106811
 
4.5%
150811
 
4.5%
171711
 
4.5%
189261
 
4.5%
214591
 
4.5%
214461
 
4.5%
241901
 
4.5%
270071
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
76201
4.5%
116741
4.5%
150811
4.5%
171711
4.5%
189261
4.5%
214461
4.5%
214591
4.5%
241901
4.5%
270071
4.5%
300361
4.5%
ValueCountFrequency (%)
1106811
4.5%
1040691
4.5%
1023971
4.5%
977031
4.5%
953691
4.5%
915881
4.5%
901011
4.5%
714481
4.5%
623061
4.5%
397381
4.5%

연금대출
Real number (ℝ≥0)

UNIQUE
ZEROS

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10289.09091
Minimum0
Maximum19376
Zeros1
Zeros (%)4.5%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:23.742819image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4354.75
Q17843.5
median8585.5
Q312817.25
95-th percentile16683.7
Maximum19376
Range19376
Interquartile range (IQR)4973.75

Descriptive statistics

Standard deviation4477.466864
Coefficient of variation (CV)0.4351664207
Kurtosis0.2379234406
Mean10289.09091
Median Absolute Deviation (MAD)3042
Skewness-0.01787548098
Sum226360
Variance20047709.52
MonotonicityNot monotonic
2022-11-20T09:59:23.814087image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
01
 
4.5%
86321
 
4.5%
193761
 
4.5%
64971
 
4.5%
71801
 
4.5%
76011
 
4.5%
77111
 
4.5%
82411
 
4.5%
84561
 
4.5%
83961
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
01
4.5%
42421
4.5%
64971
4.5%
71801
4.5%
76011
4.5%
77111
4.5%
82411
4.5%
83121
4.5%
83961
4.5%
84561
4.5%
ValueCountFrequency (%)
193761
4.5%
167171
4.5%
160511
4.5%
150941
4.5%
143131
4.5%
128471
4.5%
127281
4.5%
126701
4.5%
125811
4.5%
101761
4.5%

학자금대출
Real number (ℝ≥0)

ZEROS

Distinct10
Distinct (%)45.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12959.63636
Minimum0
Maximum36207
Zeros13
Zeros (%)59.1%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:23.886202image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q330053.25
95-th percentile35940.3
Maximum36207
Range36207
Interquartile range (IQR)30053.25

Descriptive statistics

Standard deviation16145.22223
Coefficient of variation (CV)1.245808275
Kurtosis-1.851010355
Mean12959.63636
Median Absolute Deviation (MAD)0
Skewness0.4756209759
Sum285112
Variance260668200.7
MonotonicityNot monotonic
2022-11-20T09:59:23.946267image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
013
59.1%
362071
 
4.5%
359731
 
4.5%
353191
 
4.5%
340921
 
4.5%
323861
 
4.5%
304351
 
4.5%
289081
 
4.5%
269591
 
4.5%
248331
 
4.5%
ValueCountFrequency (%)
013
59.1%
248331
 
4.5%
269591
 
4.5%
289081
 
4.5%
304351
 
4.5%
323861
 
4.5%
340921
 
4.5%
353191
 
4.5%
359731
 
4.5%
362071
 
4.5%
ValueCountFrequency (%)
362071
 
4.5%
359731
 
4.5%
353191
 
4.5%
340921
 
4.5%
323861
 
4.5%
304351
 
4.5%
289081
 
4.5%
269591
 
4.5%
248331
 
4.5%
013
59.1%

목적대출
Categorical

Distinct4
Distinct (%)18.2%
Missing0
Missing (%)0.0%
Memory size304.0 B
0
19 
886
 
1
336
 
1
72
 
1

Length

Max length3
Median length1
Mean length1.227272727
Min length1

Unique

Unique3 ?
Unique (%)13.6%

Sample

1st row886
2nd row336
3rd row72
4th row0
5th row0

Common Values

ValueCountFrequency (%)
019
86.4%
8861
 
4.5%
3361
 
4.5%
721
 
4.5%

Length

2022-11-20T09:59:24.026232image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-11-20T09:59:24.106779image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
019
86.4%
8861
 
4.5%
3361
 
4.5%
721
 
4.5%

주택사업
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25090.22727
Minimum3820
Maximum54205
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:24.165770image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum3820
5-th percentile4238.25
Q19845.5
median21059.5
Q341453.75
95-th percentile48561
Maximum54205
Range50385
Interquartile range (IQR)31608.25

Descriptive statistics

Standard deviation16879.81043
Coefficient of variation (CV)0.6727643495
Kurtosis-1.510085208
Mean25090.22727
Median Absolute Deviation (MAD)14204
Skewness0.2662666984
Sum551985
Variance284928000.2
MonotonicityNot monotonic
2022-11-20T09:59:24.236448image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
38201
 
4.5%
204141
 
4.5%
542051
 
4.5%
56491
 
4.5%
71621
 
4.5%
82081
 
4.5%
102941
 
4.5%
96961
 
4.5%
121731
 
4.5%
150861
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
38201
4.5%
41641
4.5%
56491
4.5%
71621
4.5%
82081
4.5%
96961
4.5%
102941
4.5%
121731
4.5%
150861
4.5%
180191
4.5%
ValueCountFrequency (%)
542051
4.5%
486561
4.5%
467561
4.5%
449111
4.5%
427471
4.5%
417271
4.5%
406341
4.5%
354091
4.5%
351181
4.5%
254321
4.5%

시설운영사업
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5950.409091
Minimum2829
Maximum12267
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:24.309503image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum2829
5-th percentile2865.55
Q13350.5
median3710.5
Q39243.5
95-th percentile11226.55
Maximum12267
Range9438
Interquartile range (IQR)5893

Descriptive statistics

Standard deviation3331.368583
Coefficient of variation (CV)0.5598553867
Kurtosis-1.408590589
Mean5950.409091
Median Absolute Deviation (MAD)822
Skewness0.5960480323
Sum130909
Variance11098016.63
MonotonicityNot monotonic
2022-11-20T09:59:24.376732image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
29141
 
4.5%
33161
 
4.5%
122671
 
4.5%
28631
 
4.5%
28291
 
4.5%
31171
 
4.5%
34541
 
4.5%
35091
 
4.5%
35611
 
4.5%
35251
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
28291
4.5%
28631
4.5%
29141
4.5%
29321
4.5%
31171
4.5%
33161
4.5%
34541
4.5%
34781
4.5%
35091
4.5%
35251
4.5%
ValueCountFrequency (%)
122671
4.5%
112801
4.5%
102111
4.5%
97761
4.5%
94801
4.5%
94541
4.5%
86121
4.5%
84321
4.5%
79091
4.5%
41301
4.5%

지불준비금
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9248.909091
Minimum1999
Maximum29262
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:24.445246image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum1999
5-th percentile2483.3
Q14479.75
median6412.5
Q313153.75
95-th percentile21390.3
Maximum29262
Range27263
Interquartile range (IQR)8674

Descriptive statistics

Standard deviation6879.703564
Coefficient of variation (CV)0.7438394622
Kurtosis2.128707284
Mean9248.909091
Median Absolute Deviation (MAD)3647.5
Skewness1.40387986
Sum203476
Variance47330321.13
MonotonicityNot monotonic
2022-11-20T09:59:24.516609image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
71191
 
4.5%
37661
 
4.5%
292621
 
4.5%
50671
 
4.5%
24521
 
4.5%
30931
 
4.5%
44461
 
4.5%
57061
 
4.5%
30781
 
4.5%
48741
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
19991
4.5%
24521
4.5%
30781
4.5%
30931
4.5%
37661
4.5%
44461
4.5%
45811
4.5%
48741
4.5%
50671
4.5%
55071
4.5%
ValueCountFrequency (%)
292621
4.5%
217021
4.5%
154681
4.5%
141041
4.5%
139841
4.5%
133061
4.5%
126971
4.5%
112371
4.5%
112011
4.5%
88271
4.5%

부채(계)
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean41965.72727
Minimum17964
Maximum73759
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:24.588897image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum17964
5-th percentile19313.8
Q121346.75
median28578.5
Q368268.5
95-th percentile73233.6
Maximum73759
Range55795
Interquartile range (IQR)46921.75

Descriptive statistics

Standard deviation23460.75839
Coefficient of variation (CV)0.5590456763
Kurtosis-1.923224386
Mean41965.72727
Median Absolute Deviation (MAD)8735.5
Skewness0.3739500029
Sum923246
Variance550407184
MonotonicityNot monotonic
2022-11-20T09:59:24.652016image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
232151
 
4.5%
207491
 
4.5%
613461
 
4.5%
322951
 
4.5%
258001
 
4.5%
229941
 
4.5%
204311
 
4.5%
214451
 
4.5%
207371
 
4.5%
179641
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
179641
4.5%
192551
4.5%
204311
4.5%
207371
4.5%
207491
4.5%
213141
4.5%
214451
4.5%
229941
4.5%
232151
4.5%
239331
4.5%
ValueCountFrequency (%)
737591
4.5%
733081
4.5%
718201
4.5%
715471
4.5%
686011
4.5%
683411
4.5%
680511
4.5%
649841
4.5%
613461
4.5%
322951
4.5%

주택사업(소계)
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14117.27273
Minimum4013
Maximum25765
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:24.864211image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum4013
5-th percentile4119
Q17710.25
median14953
Q319474.5
95-th percentile24843.4
Maximum25765
Range21752
Interquartile range (IQR)11764.25

Descriptive statistics

Standard deviation7127.592856
Coefficient of variation (CV)0.5048845477
Kurtosis-1.260962523
Mean14117.27273
Median Absolute Deviation (MAD)5236.5
Skewness0.03869859671
Sum310580
Variance50802579.92
MonotonicityNot monotonic
2022-11-20T09:59:24.932407image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
41161
 
4.5%
141751
 
4.5%
195591
 
4.5%
41761
 
4.5%
55211
 
4.5%
66991
 
4.5%
72311
 
4.5%
91481
 
4.5%
102851
 
4.5%
111991
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
40131
4.5%
41161
4.5%
41761
4.5%
55211
4.5%
66991
4.5%
72311
4.5%
91481
4.5%
102851
4.5%
111991
4.5%
112691
4.5%
ValueCountFrequency (%)
257651
4.5%
248681
4.5%
243761
4.5%
211731
4.5%
195591
4.5%
195481
4.5%
192541
4.5%
189341
4.5%
177451
4.5%
157951
4.5%

주택임대보증금
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11019.54545
Minimum3153
Maximum18900
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:25.005290image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum3153
5-th percentile3328
Q15055.25
median10856
Q316928.75
95-th percentile18853.8
Maximum18900
Range15747
Interquartile range (IQR)11873.5

Descriptive statistics

Standard deviation5991.014086
Coefficient of variation (CV)0.5436716161
Kurtosis-1.78213328
Mean11019.54545
Median Absolute Deviation (MAD)5942.5
Skewness-0.003314827756
Sum242430
Variance35892249.78
MonotonicityNot monotonic
2022-11-20T09:59:25.073119image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
31531
 
4.5%
101361
 
4.5%
188631
 
4.5%
34801
 
4.5%
43321
 
4.5%
48401
 
4.5%
49871
 
4.5%
52601
 
4.5%
61451
 
4.5%
70471
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
31531
4.5%
33201
4.5%
34801
4.5%
43321
4.5%
48401
4.5%
49871
4.5%
52601
4.5%
61451
4.5%
70471
4.5%
85031
4.5%
ValueCountFrequency (%)
189001
4.5%
188631
4.5%
186791
4.5%
172361
4.5%
172041
4.5%
171541
4.5%
162531
4.5%
159411
4.5%
152671
4.5%
141541
4.5%

국민주택기금차입금
Real number (ℝ≥0)

Distinct21
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3097.727273
Minimum464
Maximum9512
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:25.150102image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum464
5-th percentile512.3
Q1696
median2505
Q34202.25
95-th percentile7641.9
Maximum9512
Range9048
Interquartile range (IQR)3506.25

Descriptive statistics

Standard deviation2629.959391
Coefficient of variation (CV)0.8489964285
Kurtosis0.1728761161
Mean3097.727273
Median Absolute Deviation (MAD)1809
Skewness0.9259520862
Sum68150
Variance6916686.398
MonotonicityNot monotonic
2022-11-20T09:59:25.213942image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
6962
 
9.1%
9631
 
4.5%
6481
 
4.5%
11891
 
4.5%
18591
 
4.5%
22441
 
4.5%
38881
 
4.5%
41401
 
4.5%
41521
 
4.5%
27661
 
4.5%
Other values (11)11
50.0%
ValueCountFrequency (%)
4641
4.5%
5091
4.5%
5751
4.5%
6481
4.5%
6931
4.5%
6962
9.1%
9631
4.5%
11891
4.5%
18591
4.5%
22441
4.5%
ValueCountFrequency (%)
95121
4.5%
76641
4.5%
72221
4.5%
52321
4.5%
47801
4.5%
42191
4.5%
41521
4.5%
41401
4.5%
40391
4.5%
38881
4.5%
Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean250.9545455
Minimum80
Maximum408
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:25.283720image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum80
5-th percentile82.1
Q1152.5
median280.5
Q3322.75
95-th percentile376.15
Maximum408
Range328
Interquartile range (IQR)170.25

Descriptive statistics

Standard deviation105.1712786
Coefficient of variation (CV)0.4190849717
Kurtosis-1.015747015
Mean250.9545455
Median Absolute Deviation (MAD)55.5
Skewness-0.5654142218
Sum5521
Variance11060.99784
MonotonicityNot monotonic
2022-11-20T09:59:25.354484image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
3021
 
4.5%
3771
 
4.5%
821
 
4.5%
2651
 
4.5%
2621
 
4.5%
2581
 
4.5%
3141
 
4.5%
2961
 
4.5%
3411
 
4.5%
3311
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
801
4.5%
821
4.5%
841
4.5%
881
4.5%
1271
4.5%
1371
4.5%
1991
4.5%
2581
4.5%
2611
4.5%
2621
4.5%
ValueCountFrequency (%)
4081
4.5%
3771
4.5%
3601
4.5%
3411
4.5%
3311
4.5%
3241
4.5%
3191
4.5%
3141
4.5%
3061
4.5%
3021
4.5%

기타(소계)
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27597.5
Minimum4693
Maximum55926
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:25.428099image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum4693
5-th percentile5210.9
Q110583.5
median23550
Q346865
95-th percentile52033.5
Maximum55926
Range51233
Interquartile range (IQR)36281.5

Descriptive statistics

Standard deviation18584.1621
Coefficient of variation (CV)0.6734002031
Kurtosis-1.753377191
Mean27597.5
Median Absolute Deviation (MAD)17754
Skewness0.1599512848
Sum607145
Variance345371081.1
MonotonicityNot monotonic
2022-11-20T09:59:25.500785image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
187971
 
4.5%
61971
 
4.5%
417051
 
4.5%
278541
 
4.5%
200171
 
4.5%
160371
 
4.5%
128861
 
4.5%
120011
 
4.5%
101111
 
4.5%
64341
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
46931
4.5%
51591
4.5%
61971
4.5%
64341
4.5%
76671
4.5%
101111
4.5%
120011
4.5%
128861
4.5%
160371
4.5%
187971
4.5%
ValueCountFrequency (%)
559261
4.5%
521931
4.5%
490031
4.5%
474061
4.5%
471041
4.5%
469721
4.5%
465441
4.5%
453561
4.5%
417051
4.5%
278541
4.5%

재정자금차입금
Real number (ℝ≥0)

ZEROS

Distinct7
Distinct (%)31.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4454.545455
Minimum0
Maximum12000
Zeros12
Zeros (%)54.5%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:25.566781image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q310750
95-th percentile12000
Maximum12000
Range12000
Interquartile range (IQR)10750

Descriptive statistics

Standard deviation5333.874431
Coefficient of variation (CV)1.197400383
Kurtosis-1.72120748
Mean4454.545455
Median Absolute Deviation (MAD)0
Skewness0.4961000025
Sum98000
Variance28450216.45
MonotonicityDecreasing
2022-11-20T09:59:25.629756image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
012
54.5%
120004
 
18.2%
110002
 
9.1%
100001
 
4.5%
80001
 
4.5%
60001
 
4.5%
40001
 
4.5%
ValueCountFrequency (%)
012
54.5%
40001
 
4.5%
60001
 
4.5%
80001
 
4.5%
100001
 
4.5%
110002
 
9.1%
120004
 
18.2%
ValueCountFrequency (%)
120004
 
18.2%
110002
 
9.1%
100001
 
4.5%
80001
 
4.5%
60001
 
4.5%
40001
 
4.5%
012
54.5%

대여학자금수탁금
Real number (ℝ≥0)

ZEROS

Distinct10
Distinct (%)45.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17293.13636
Minimum0
Maximum45339
Zeros13
Zeros (%)59.1%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:25.697212image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q341697.5
95-th percentile45288
Maximum45339
Range45339
Interquartile range (IQR)41697.5

Descriptive statistics

Standard deviation21406.45421
Coefficient of variation (CV)1.237858406
Kurtosis-1.947163492
Mean17293.13636
Median Absolute Deviation (MAD)0
Skewness0.4359746764
Sum380449
Variance458236281.6
MonotonicityNot monotonic
2022-11-20T09:59:25.758448image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
013
59.1%
450841
 
4.5%
452911
 
4.5%
453391
 
4.5%
452311
 
4.5%
446131
 
4.5%
422471
 
4.5%
400491
 
4.5%
374681
 
4.5%
351271
 
4.5%
ValueCountFrequency (%)
013
59.1%
351271
 
4.5%
374681
 
4.5%
400491
 
4.5%
422471
 
4.5%
446131
 
4.5%
450841
 
4.5%
452311
 
4.5%
452911
 
4.5%
453391
 
4.5%
ValueCountFrequency (%)
453391
 
4.5%
452911
 
4.5%
452311
 
4.5%
450841
 
4.5%
446131
 
4.5%
422471
 
4.5%
400491
 
4.5%
374681
 
4.5%
351271
 
4.5%
013
59.1%

부담금선수금
Real number (ℝ≥0)

UNIQUE

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5849.818182
Minimum434
Maximum15854
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size326.0 B
2022-11-20T09:59:25.965818image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum434
5-th percentile1272
Q12042.75
median5098
Q37811
95-th percentile15012.8
Maximum15854
Range15420
Interquartile range (IQR)5768.25

Descriptive statistics

Standard deviation4460.512896
Coefficient of variation (CV)0.7625045357
Kurtosis0.3453449767
Mean5849.818182
Median Absolute Deviation (MAD)2955
Skewness1.004667693
Sum128696
Variance19896175.3
MonotonicityNot monotonic
2022-11-20T09:59:26.033117image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
67971
 
4.5%
61971
 
4.5%
65781
 
4.5%
158541
 
4.5%
80171
 
4.5%
50371
 
4.5%
18861
 
4.5%
20011
 
4.5%
21111
 
4.5%
4341
 
4.5%
Other values (12)12
54.5%
ValueCountFrequency (%)
4341
4.5%
12531
4.5%
16331
4.5%
18861
4.5%
20011
4.5%
20201
4.5%
21111
4.5%
21751
4.5%
36671
4.5%
46931
4.5%
ValueCountFrequency (%)
158541
4.5%
150831
4.5%
136791
4.5%
89541
4.5%
80171
4.5%
78881
4.5%
75801
4.5%
67971
4.5%
65781
4.5%
61971
4.5%

Sample

First rows

구분자본(기금총액)기금운용수익자산(계)공공기금예탁투자유가증권(소계)채권예금주식신탁상품사회간접자본투자사업(소계)연금대출학자금대출목적대출주택사업시설운영사업지불준비금부채(계)주택사업(소계)주택임대보증금국민주택기금차입금시설운영사업(건물임대보증금등)기타(소계)재정자금차입금대여학자금수탁금부담금선수금
0200017752920409671002612883117472355007620008863820291471192321541163153963302187971200006797
120012089631445225303507219200449154230116744242033641642932550731357401333206932612708312000015083
22002272762604595710394233132555074767215081649707256492863506732295417634806962652785412000015854
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920095187350127112810038993256593384800619443003685390018019347819991925511269850327663197667400003667

Last rows

구분자본(기금총액)기금운용수익자산(계)공공기금예탁투자유가증권(소계)채권예금주식신탁상품사회간접자본투자사업(소계)연금대출학자금대출목적대출주택사업시설운영사업지불준비금부채(계)주택사업(소계)주택임대보증금국민주택기금차입금시설운영사업(건물임대보증금등)기타(소계)재정자금차입금대여학자금수탁금부담금선수금
1220126357634718750960038344225541035530362399397381017600254324130882723933189341415447803064693004693
1320138367025661522716003803720302114453948234210239712847362070449118432112376860121173159415232324471040450842020
1420148527216021570921003893919095138484072192410406912728359730467568612139847182024868172047664408465440452911253
152015875422270159089100458962258416094511121076230612670353190417277909154687154724376171547222199469720453391633
162016103211156691765191005818228728205886604226271448125813409204865610211126977330825765162539512137474060452312175
172017109506629517755710072563338572739093781938915881431332386035409948013306680511573115267464127521930446137580
182018108379-1127182138100778333651726162131661988901011509430435035118945414104737591774517236509885592604224713679
1920191204291205018877010082100375182805214463206795369160512890804063497761120168341192541867957584490030400498954
20202013308712658198071100785663216027481169641961977031671726959042747112802170264984195481890064880453560374687888
2120211517521866521309807315529033232121829326171106811937624833054205122672926261346195591886369682417050351276578