Overview

Dataset statistics

Number of variables24
Number of observations145
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory30.7 KiB
Average record size in memory216.9 B

Variable types

Numeric23
Categorical1

Dataset

Description한국주택금융공사에서 발행한 금융기관별 판매실적 보금자리론에 대한 데이터 입니다. 공공데이터 개방 정책에 따라 등록되었습니다.
Author한국주택금융공사
URLhttps://www.data.go.kr/data/15073667/fileData.do

Alerts

삼성생명 has 3 (2.1%) zerosZeros
한화생명 has 95 (65.5%) zerosZeros
삼성화재 has 32 (22.1%) zerosZeros
신한은행 has 5 (3.4%) zerosZeros
대구은행 has 6 (4.1%) zerosZeros
수협은행 has 42 (29.0%) zerosZeros
한국씨티은행 has 9 (6.2%) zerosZeros
경남은행 has 5 (3.4%) zerosZeros
광주은행 has 5 (3.4%) zerosZeros
부산은행 has 15 (10.3%) zerosZeros
흥국생명 has 60 (41.4%) zerosZeros
전북은행 has 92 (63.4%) zerosZeros
기타 has 41 (28.3%) zerosZeros

Reproduction

Analysis started2023-12-12 07:34:10.830175
Analysis finished2023-12-12 07:34:11.011171
Duration0.18 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연월중
Real number (ℝ)

Distinct13
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2009.7103
Minimum2004
Maximum2016
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:11.069594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2004
5-th percentile2004
Q12007
median2010
Q32013
95-th percentile2015
Maximum2016
Range12
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.5117209
Coefficient of variation (CV)0.0017473767
Kurtosis-1.1836392
Mean2009.7103
Median Absolute Deviation (MAD)3
Skewness0.0056360172
Sum291408
Variance12.332184
MonotonicityIncreasing
2023-12-12T16:34:11.223034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
2005 12
8.3%
2006 12
8.3%
2007 12
8.3%
2008 12
8.3%
2009 12
8.3%
2010 12
8.3%
2011 12
8.3%
2012 12
8.3%
2013 12
8.3%
2014 12
8.3%
Other values (3) 25
17.2%
ValueCountFrequency (%)
2004 10
6.9%
2005 12
8.3%
2006 12
8.3%
2007 12
8.3%
2008 12
8.3%
2009 12
8.3%
2010 12
8.3%
2011 12
8.3%
2012 12
8.3%
2013 12
8.3%
ValueCountFrequency (%)
2016 3
 
2.1%
2015 12
8.3%
2014 12
8.3%
2013 12
8.3%
2012 12
8.3%
2011 12
8.3%
2010 12
8.3%
2009 12
8.3%
2008 12
8.3%
2007 12
8.3%

월
Real number (ℝ)

Distinct12
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.4758621
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:11.338674image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median6
Q39
95-th percentile12
Maximum12
Range11
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.4642675
Coefficient of variation (CV)0.53495079
Kurtosis-1.2228805
Mean6.4758621
Median Absolute Deviation (MAD)3
Skewness0.013934039
Sum939
Variance12.001149
MonotonicityNot monotonic
2023-12-12T16:34:11.466499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
3 13
9.0%
4 12
8.3%
5 12
8.3%
6 12
8.3%
7 12
8.3%
8 12
8.3%
9 12
8.3%
10 12
8.3%
11 12
8.3%
12 12
8.3%
Other values (2) 24
16.6%
ValueCountFrequency (%)
1 12
8.3%
2 12
8.3%
3 13
9.0%
4 12
8.3%
5 12
8.3%
6 12
8.3%
7 12
8.3%
8 12
8.3%
9 12
8.3%
10 12
8.3%
ValueCountFrequency (%)
12 12
8.3%
11 12
8.3%
10 12
8.3%
9 12
8.3%
8 12
8.3%
7 12
8.3%
6 12
8.3%
5 12
8.3%
4 12
8.3%
3 13
9.0%

합계
Real number (ℝ)

Distinct143
Distinct (%)98.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5974.6966
Minimum344
Maximum23551
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:11.962180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum344
5-th percentile884.6
Q12892
median4565
Q38086
95-th percentile13634.6
Maximum23551
Range23207
Interquartile range (IQR)5194

Descriptive statistics

Standard deviation4491.3285
Coefficient of variation (CV)0.75172495
Kurtosis2.7050259
Mean5974.6966
Median Absolute Deviation (MAD)2191
Skewness1.5010328
Sum866331
Variance20172032
MonotonicityNot monotonic
2023-12-12T16:34:12.150219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
869 2
 
1.4%
7969 2
 
1.4%
351 1
 
0.7%
11540 1
 
0.7%
7467 1
 
0.7%
9679 1
 
0.7%
7875 1
 
0.7%
9587 1
 
0.7%
9213 1
 
0.7%
8806 1
 
0.7%
Other values (133) 133
91.7%
ValueCountFrequency (%)
344 1
0.7%
351 1
0.7%
452 1
0.7%
671 1
0.7%
731 1
0.7%
855 1
0.7%
869 2
1.4%
947 1
0.7%
1014 1
0.7%
1019 1
0.7%
ValueCountFrequency (%)
23551 1
0.7%
22629 1
0.7%
19052 1
0.7%
19028 1
0.7%
18970 1
0.7%
16820 1
0.7%
16660 1
0.7%
13675 1
0.7%
13473 1
0.7%
13114 1
0.7%

하나은행
Real number (ℝ)

Distinct141
Distinct (%)97.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1470.4345
Minimum34
Maximum11934
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:12.330954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum34
5-th percentile166.2
Q1416
median991
Q31514
95-th percentile5104.6
Maximum11934
Range11900
Interquartile range (IQR)1098

Descriptive statistics

Standard deviation1926.5788
Coefficient of variation (CV)1.3102106
Kurtosis14.647755
Mean1470.4345
Median Absolute Deviation (MAD)567
Skewness3.5219422
Sum213213
Variance3711705.8
MonotonicityNot monotonic
2023-12-12T16:34:12.517166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
303 3
 
2.1%
1655 2
 
1.4%
385 2
 
1.4%
259 1
 
0.7%
991 1
 
0.7%
972 1
 
0.7%
1224 1
 
0.7%
777 1
 
0.7%
965 1
 
0.7%
933 1
 
0.7%
Other values (131) 131
90.3%
ValueCountFrequency (%)
34 1
0.7%
62 1
0.7%
81 1
0.7%
122 1
0.7%
149 1
0.7%
151 1
0.7%
152 1
0.7%
165 1
0.7%
171 1
0.7%
179 1
0.7%
ValueCountFrequency (%)
11934 1
0.7%
11389 1
0.7%
11325 1
0.7%
7024 1
0.7%
5900 1
0.7%
5755 1
0.7%
5662 1
0.7%
5183 1
0.7%
4791 1
0.7%
4666 1
0.7%

외환은행
Real number (ℝ)

Distinct128
Distinct (%)88.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean286.48966
Minimum11
Maximum1490
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:12.662664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11
5-th percentile30.6
Q181
median195
Q3446
95-th percentile856.8
Maximum1490
Range1479
Interquartile range (IQR)365

Descriptive statistics

Standard deviation284.86722
Coefficient of variation (CV)0.99433686
Kurtosis2.7561051
Mean286.48966
Median Absolute Deviation (MAD)125
Skewness1.6360709
Sum41541
Variance81149.335
MonotonicityNot monotonic
2023-12-12T16:34:12.836641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
231 3
 
2.1%
70 3
 
2.1%
132 3
 
2.1%
123 2
 
1.4%
187 2
 
1.4%
105 2
 
1.4%
136 2
 
1.4%
44 2
 
1.4%
147 2
 
1.4%
33 2
 
1.4%
Other values (118) 122
84.1%
ValueCountFrequency (%)
11 1
0.7%
12 1
0.7%
17 1
0.7%
20 1
0.7%
24 1
0.7%
27 1
0.7%
28 1
0.7%
30 1
0.7%
33 2
1.4%
35 1
0.7%
ValueCountFrequency (%)
1490 1
0.7%
1333 1
0.7%
1112 1
0.7%
995 1
0.7%
925 1
0.7%
880 1
0.7%
859 1
0.7%
857 1
0.7%
856 1
0.7%
815 1
0.7%

국민은행
Real number (ℝ)

Distinct136
Distinct (%)93.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean819.22759
Minimum14
Maximum4556
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:13.001230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum14
5-th percentile53.2
Q1211
median489
Q31234
95-th percentile2446
Maximum4556
Range4542
Interquartile range (IQR)1023

Descriptive statistics

Standard deviation846.76024
Coefficient of variation (CV)1.0336081
Kurtosis3.6771871
Mean819.22759
Median Absolute Deviation (MAD)349
Skewness1.7806586
Sum118788
Variance717002.9
MonotonicityNot monotonic
2023-12-12T16:34:13.162623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
332 2
 
1.4%
185 2
 
1.4%
24 2
 
1.4%
58 2
 
1.4%
257 2
 
1.4%
667 2
 
1.4%
191 2
 
1.4%
295 2
 
1.4%
274 2
 
1.4%
2270 1
 
0.7%
Other values (126) 126
86.9%
ValueCountFrequency (%)
14 1
0.7%
18 1
0.7%
24 2
1.4%
33 1
0.7%
35 1
0.7%
37 1
0.7%
52 1
0.7%
58 2
1.4%
74 1
0.7%
78 1
0.7%
ValueCountFrequency (%)
4556 1
0.7%
3954 1
0.7%
3392 1
0.7%
3371 1
0.7%
3142 1
0.7%
2787 1
0.7%
2608 1
0.7%
2477 1
0.7%
2322 1
0.7%
2270 1
0.7%

우리은행
Real number (ℝ)

Distinct141
Distinct (%)97.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean665.31724
Minimum33
Maximum3329
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:13.319116image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum33
5-th percentile89.4
Q1217
median409
Q3898
95-th percentile1993.6
Maximum3329
Range3296
Interquartile range (IQR)681

Descriptive statistics

Standard deviation644.9155
Coefficient of variation (CV)0.96933531
Kurtosis2.8544297
Mean665.31724
Median Absolute Deviation (MAD)262
Skewness1.6719184
Sum96471
Variance415916
MonotonicityNot monotonic
2023-12-12T16:34:13.451625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
224 2
 
1.4%
127 2
 
1.4%
1644 2
 
1.4%
268 2
 
1.4%
2139 1
 
0.7%
1450 1
 
0.7%
1436 1
 
0.7%
852 1
 
0.7%
2572 1
 
0.7%
725 1
 
0.7%
Other values (131) 131
90.3%
ValueCountFrequency (%)
33 1
0.7%
37 1
0.7%
56 1
0.7%
62 1
0.7%
69 1
0.7%
75 1
0.7%
85 1
0.7%
89 1
0.7%
91 1
0.7%
98 1
0.7%
ValueCountFrequency (%)
3329 1
0.7%
3060 1
0.7%
2572 1
0.7%
2364 1
0.7%
2247 1
0.7%
2156 1
0.7%
2139 1
0.7%
2035 1
0.7%
1828 1
0.7%
1823 1
0.7%

한국스탠다드차타드은행
Real number (ℝ)

Distinct121
Distinct (%)83.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean219.4
Minimum0
Maximum1647
Zeros1
Zeros (%)0.7%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:13.597430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile8.2
Q162
median140
Q3296
95-th percentile639.8
Maximum1647
Range1647
Interquartile range (IQR)234

Descriptive statistics

Standard deviation248.36226
Coefficient of variation (CV)1.1320066
Kurtosis10.218136
Mean219.4
Median Absolute Deviation (MAD)106
Skewness2.6595021
Sum31813
Variance61683.811
MonotonicityNot monotonic
2023-12-12T16:34:13.749003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5 4
 
2.8%
9 4
 
2.8%
151 3
 
2.1%
566 2
 
1.4%
29 2
 
1.4%
90 2
 
1.4%
24 2
 
1.4%
139 2
 
1.4%
6 2
 
1.4%
296 2
 
1.4%
Other values (111) 120
82.8%
ValueCountFrequency (%)
0 1
 
0.7%
5 4
2.8%
6 2
1.4%
8 1
 
0.7%
9 4
2.8%
11 2
1.4%
12 1
 
0.7%
14 1
 
0.7%
16 1
 
0.7%
17 1
 
0.7%
ValueCountFrequency (%)
1647 1
0.7%
1391 1
0.7%
994 1
0.7%
855 1
0.7%
745 1
0.7%
726 1
0.7%
645 1
0.7%
641 1
0.7%
635 1
0.7%
631 1
0.7%

삼성생명
Real number (ℝ)

ZEROS 

Distinct127
Distinct (%)87.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean218.58621
Minimum0
Maximum1143
Zeros3
Zeros (%)2.1%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:13.875832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile5.2
Q159
median155
Q3296
95-th percentile657.8
Maximum1143
Range1143
Interquartile range (IQR)237

Descriptive statistics

Standard deviation218.68536
Coefficient of variation (CV)1.0004536
Kurtosis3.698633
Mean218.58621
Median Absolute Deviation (MAD)112
Skewness1.7821164
Sum31695
Variance47823.286
MonotonicityNot monotonic
2023-12-12T16:34:14.015337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
86 4
 
2.8%
0 3
 
2.1%
446 2
 
1.4%
1 2
 
1.4%
2 2
 
1.4%
30 2
 
1.4%
315 2
 
1.4%
46 2
 
1.4%
201 2
 
1.4%
226 2
 
1.4%
Other values (117) 122
84.1%
ValueCountFrequency (%)
0 3
2.1%
1 2
1.4%
2 2
1.4%
5 1
 
0.7%
6 1
 
0.7%
14 1
 
0.7%
19 1
 
0.7%
22 1
 
0.7%
23 1
 
0.7%
24 1
 
0.7%
ValueCountFrequency (%)
1143 1
0.7%
1074 1
0.7%
897 1
0.7%
852 1
0.7%
811 1
0.7%
762 1
0.7%
711 1
0.7%
663 1
0.7%
637 1
0.7%
585 1
0.7%

기업은행
Real number (ℝ)

Distinct132
Distinct (%)91.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean988.31724
Minimum2
Maximum6344
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:14.152262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile22.2
Q185
median286
Q31287
95-th percentile3783.4
Maximum6344
Range6342
Interquartile range (IQR)1202

Descriptive statistics

Standard deviation1393.012
Coefficient of variation (CV)1.4094786
Kurtosis3.0057146
Mean988.31724
Median Absolute Deviation (MAD)256
Skewness1.8489133
Sum143306
Variance1940482.5
MonotonicityNot monotonic
2023-12-12T16:34:14.268664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
152 2
 
1.4%
30 2
 
1.4%
19 2
 
1.4%
173 2
 
1.4%
638 2
 
1.4%
159 2
 
1.4%
156 2
 
1.4%
64 2
 
1.4%
43 2
 
1.4%
40 2
 
1.4%
Other values (122) 125
86.2%
ValueCountFrequency (%)
2 1
0.7%
6 1
0.7%
7 1
0.7%
13 1
0.7%
15 1
0.7%
19 2
1.4%
21 1
0.7%
27 1
0.7%
28 1
0.7%
30 2
1.4%
ValueCountFrequency (%)
6344 1
0.7%
6320 1
0.7%
5365 1
0.7%
5105 1
0.7%
4596 1
0.7%
4281 1
0.7%
3869 1
0.7%
3797 1
0.7%
3729 1
0.7%
3713 1
0.7%

한화생명
Real number (ℝ)

ZEROS 

Distinct41
Distinct (%)28.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.462069
Minimum0
Maximum205
Zeros95
Zeros (%)65.5%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:14.394707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q330
95-th percentile85.4
Maximum205
Range205
Interquartile range (IQR)30

Descriptive statistics

Standard deviation34.479869
Coefficient of variation (CV)1.8676059
Kurtosis8.2184835
Mean18.462069
Median Absolute Deviation (MAD)0
Skewness2.6019916
Sum2677
Variance1188.8614
MonotonicityNot monotonic
2023-12-12T16:34:14.506046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=41)
ValueCountFrequency (%)
0 95
65.5%
54 3
 
2.1%
22 2
 
1.4%
17 2
 
1.4%
89 2
 
1.4%
58 2
 
1.4%
32 2
 
1.4%
30 2
 
1.4%
33 2
 
1.4%
35 2
 
1.4%
Other values (31) 31
 
21.4%
ValueCountFrequency (%)
0 95
65.5%
1 1
 
0.7%
8 1
 
0.7%
17 2
 
1.4%
19 1
 
0.7%
21 1
 
0.7%
22 2
 
1.4%
23 1
 
0.7%
24 1
 
0.7%
28 1
 
0.7%
ValueCountFrequency (%)
205 1
0.7%
157 1
0.7%
142 1
0.7%
129 1
0.7%
116 1
0.7%
89 2
1.4%
86 1
0.7%
83 1
0.7%
77 1
0.7%
76 1
0.7%

농협은행
Real number (ℝ)

Distinct121
Distinct (%)83.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean297.95862
Minimum7
Maximum1836
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:14.628340image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile24.4
Q162
median143
Q3332
95-th percentile1136
Maximum1836
Range1829
Interquartile range (IQR)270

Descriptive statistics

Standard deviation371.26482
Coefficient of variation (CV)1.2460281
Kurtosis4.3442463
Mean297.95862
Median Absolute Deviation (MAD)97
Skewness2.1301775
Sum43204
Variance137837.57
MonotonicityNot monotonic
2023-12-12T16:34:14.793039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
45 4
 
2.8%
49 4
 
2.8%
55 4
 
2.8%
63 3
 
2.1%
122 3
 
2.1%
142 2
 
1.4%
34 2
 
1.4%
20 2
 
1.4%
254 2
 
1.4%
1145 2
 
1.4%
Other values (111) 117
80.7%
ValueCountFrequency (%)
7 1
0.7%
14 1
0.7%
16 1
0.7%
19 1
0.7%
20 2
1.4%
21 1
0.7%
23 1
0.7%
30 1
0.7%
32 1
0.7%
34 2
1.4%
ValueCountFrequency (%)
1836 1
0.7%
1684 1
0.7%
1585 1
0.7%
1571 1
0.7%
1246 1
0.7%
1146 1
0.7%
1145 2
1.4%
1100 1
0.7%
1085 1
0.7%
1051 1
0.7%

삼성화재
Real number (ℝ)

ZEROS 

Distinct57
Distinct (%)39.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.158621
Minimum0
Maximum123
Zeros32
Zeros (%)22.1%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:14.991599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median11
Q334
95-th percentile82.8
Maximum123
Range123
Interquartile range (IQR)32

Descriptive statistics

Standard deviation27.483246
Coefficient of variation (CV)1.2402959
Kurtosis2.8664
Mean22.158621
Median Absolute Deviation (MAD)11
Skewness1.7323623
Sum3213
Variance755.32883
MonotonicityNot monotonic
2023-12-12T16:34:15.157573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 32
22.1%
12 7
 
4.8%
3 6
 
4.1%
5 5
 
3.4%
8 5
 
3.4%
10 4
 
2.8%
4 4
 
2.8%
11 4
 
2.8%
13 4
 
2.8%
44 3
 
2.1%
Other values (47) 71
49.0%
ValueCountFrequency (%)
0 32
22.1%
1 3
 
2.1%
2 3
 
2.1%
3 6
 
4.1%
4 4
 
2.8%
5 5
 
3.4%
6 3
 
2.1%
7 2
 
1.4%
8 5
 
3.4%
9 3
 
2.1%
ValueCountFrequency (%)
123 1
0.7%
120 1
0.7%
118 1
0.7%
104 1
0.7%
97 1
0.7%
92 1
0.7%
88 1
0.7%
83 1
0.7%
82 1
0.7%
75 1
0.7%

신한은행
Real number (ℝ)

ZEROS 

Distinct126
Distinct (%)86.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean584.55172
Minimum0
Maximum3372
Zeros5
Zeros (%)3.4%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:15.312545image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile15.2
Q161
median273
Q3966
95-th percentile1793.4
Maximum3372
Range3372
Interquartile range (IQR)905

Descriptive statistics

Standard deviation679.44281
Coefficient of variation (CV)1.1623314
Kurtosis2.2748596
Mean584.55172
Median Absolute Deviation (MAD)251
Skewness1.4807288
Sum84760
Variance461642.53
MonotonicityNot monotonic
2023-12-12T16:34:15.438278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 5
 
3.4%
61 4
 
2.8%
78 2
 
1.4%
64 2
 
1.4%
520 2
 
1.4%
185 2
 
1.4%
22 2
 
1.4%
32 2
 
1.4%
18 2
 
1.4%
26 2
 
1.4%
Other values (116) 120
82.8%
ValueCountFrequency (%)
0 5
3.4%
12 1
 
0.7%
14 1
 
0.7%
15 1
 
0.7%
16 2
 
1.4%
18 2
 
1.4%
19 1
 
0.7%
20 1
 
0.7%
22 2
 
1.4%
23 1
 
0.7%
ValueCountFrequency (%)
3372 1
0.7%
3040 1
0.7%
2531 1
0.7%
2501 1
0.7%
1961 1
0.7%
1942 1
0.7%
1924 1
0.7%
1799 1
0.7%
1771 1
0.7%
1734 1
0.7%

대구은행
Real number (ℝ)

ZEROS 

Distinct67
Distinct (%)46.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean40.344828
Minimum0
Maximum386
Zeros6
Zeros (%)4.1%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:15.569759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q18
median22
Q346
95-th percentile141.6
Maximum386
Range386
Interquartile range (IQR)38

Descriptive statistics

Standard deviation58.74041
Coefficient of variation (CV)1.4559589
Kurtosis14.784999
Mean40.344828
Median Absolute Deviation (MAD)17
Skewness3.5148814
Sum5850
Variance3450.4358
MonotonicityNot monotonic
2023-12-12T16:34:15.704491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4 7
 
4.8%
0 6
 
4.1%
6 5
 
3.4%
8 5
 
3.4%
11 5
 
3.4%
44 5
 
3.4%
19 4
 
2.8%
26 4
 
2.8%
22 4
 
2.8%
5 4
 
2.8%
Other values (57) 96
66.2%
ValueCountFrequency (%)
0 6
4.1%
1 4
2.8%
2 1
 
0.7%
3 2
 
1.4%
4 7
4.8%
5 4
2.8%
6 5
3.4%
7 4
2.8%
8 5
3.4%
9 3
2.1%
ValueCountFrequency (%)
386 1
0.7%
348 1
0.7%
273 1
0.7%
218 1
0.7%
205 1
0.7%
199 1
0.7%
187 1
0.7%
145 1
0.7%
128 1
0.7%
115 2
1.4%

수협은행
Real number (ℝ)

ZEROS 

Distinct26
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.7034483
Minimum0
Maximum61
Zeros42
Zeros (%)29.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:15.822183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q37
95-th percentile21.8
Maximum61
Range61
Interquartile range (IQR)7

Descriptive statistics

Standard deviation10.297063
Coefficient of variation (CV)1.80541
Kurtosis12.773835
Mean5.7034483
Median Absolute Deviation (MAD)2
Skewness3.3902461
Sum827
Variance106.0295
MonotonicityNot monotonic
2023-12-12T16:34:16.260353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0 42
29.0%
1 23
15.9%
2 16
 
11.0%
4 10
 
6.9%
5 8
 
5.5%
3 7
 
4.8%
7 7
 
4.8%
12 5
 
3.4%
10 5
 
3.4%
14 3
 
2.1%
Other values (16) 19
13.1%
ValueCountFrequency (%)
0 42
29.0%
1 23
15.9%
2 16
 
11.0%
3 7
 
4.8%
4 10
 
6.9%
5 8
 
5.5%
6 1
 
0.7%
7 7
 
4.8%
8 2
 
1.4%
9 1
 
0.7%
ValueCountFrequency (%)
61 1
0.7%
55 1
0.7%
50 1
0.7%
47 1
0.7%
40 1
0.7%
35 1
0.7%
27 1
0.7%
22 1
0.7%
21 1
0.7%
18 1
0.7%

한국씨티은행
Real number (ℝ)

ZEROS 

Distinct94
Distinct (%)64.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean72.613793
Minimum0
Maximum546
Zeros9
Zeros (%)6.2%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:16.384857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q115
median56
Q3108
95-th percentile194.6
Maximum546
Range546
Interquartile range (IQR)93

Descriptive statistics

Standard deviation75.719896
Coefficient of variation (CV)1.0427757
Kurtosis10.219101
Mean72.613793
Median Absolute Deviation (MAD)45
Skewness2.3445702
Sum10529
Variance5733.5026
MonotonicityNot monotonic
2023-12-12T16:34:16.513019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 9
 
6.2%
2 6
 
4.1%
28 5
 
3.4%
17 4
 
2.8%
8 3
 
2.1%
6 3
 
2.1%
53 3
 
2.1%
15 3
 
2.1%
7 3
 
2.1%
98 3
 
2.1%
Other values (84) 103
71.0%
ValueCountFrequency (%)
0 9
6.2%
1 1
 
0.7%
2 6
4.1%
3 1
 
0.7%
6 3
 
2.1%
7 3
 
2.1%
8 3
 
2.1%
9 2
 
1.4%
10 1
 
0.7%
11 2
 
1.4%
ValueCountFrequency (%)
546 1
0.7%
302 1
0.7%
280 1
0.7%
266 1
0.7%
260 1
0.7%
224 1
0.7%
197 1
0.7%
195 1
0.7%
193 1
0.7%
190 1
0.7%

경남은행
Real number (ℝ)

ZEROS 

Distinct93
Distinct (%)64.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean83.489655
Minimum0
Maximum351
Zeros5
Zeros (%)3.4%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:16.687367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile6.6
Q130
median62
Q3131
95-th percentile211
Maximum351
Range351
Interquartile range (IQR)101

Descriptive statistics

Standard deviation69.703849
Coefficient of variation (CV)0.83488007
Kurtosis1.405279
Mean83.489655
Median Absolute Deviation (MAD)41
Skewness1.2112736
Sum12106
Variance4858.6266
MonotonicityNot monotonic
2023-12-12T16:34:16.859104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 5
 
3.4%
32 4
 
2.8%
36 4
 
2.8%
56 4
 
2.8%
147 3
 
2.1%
126 3
 
2.1%
131 3
 
2.1%
78 3
 
2.1%
17 3
 
2.1%
26 3
 
2.1%
Other values (83) 110
75.9%
ValueCountFrequency (%)
0 5
3.4%
3 1
 
0.7%
5 1
 
0.7%
6 1
 
0.7%
9 1
 
0.7%
11 1
 
0.7%
12 1
 
0.7%
13 2
 
1.4%
14 1
 
0.7%
16 2
 
1.4%
ValueCountFrequency (%)
351 1
0.7%
291 1
0.7%
285 1
0.7%
275 1
0.7%
257 1
0.7%
248 1
0.7%
234 1
0.7%
214 1
0.7%
199 1
0.7%
192 1
0.7%

광주은행
Real number (ℝ)

ZEROS 

Distinct55
Distinct (%)37.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.37931
Minimum0
Maximum178
Zeros5
Zeros (%)3.4%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:17.042326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1.2
Q19
median13
Q326
95-th percentile62.8
Maximum178
Range178
Interquartile range (IQR)17

Descriptive statistics

Standard deviation24.144838
Coefficient of variation (CV)1.078891
Kurtosis12.037432
Mean22.37931
Median Absolute Deviation (MAD)6
Skewness2.7833629
Sum3245
Variance582.97318
MonotonicityNot monotonic
2023-12-12T16:34:17.210307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
9 11
 
7.6%
13 11
 
7.6%
11 8
 
5.5%
12 8
 
5.5%
8 8
 
5.5%
10 7
 
4.8%
19 5
 
3.4%
24 5
 
3.4%
0 5
 
3.4%
6 5
 
3.4%
Other values (45) 72
49.7%
ValueCountFrequency (%)
0 5
3.4%
1 3
 
2.1%
2 2
 
1.4%
3 3
 
2.1%
4 3
 
2.1%
5 1
 
0.7%
6 5
3.4%
7 4
 
2.8%
8 8
5.5%
9 11
7.6%
ValueCountFrequency (%)
178 1
 
0.7%
104 1
 
0.7%
87 1
 
0.7%
82 1
 
0.7%
78 1
 
0.7%
74 1
 
0.7%
65 1
 
0.7%
63 1
 
0.7%
62 1
 
0.7%
61 3
2.1%

부산은행
Real number (ℝ)

ZEROS 

Distinct75
Distinct (%)51.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean60.696552
Minimum0
Maximum640
Zeros15
Zeros (%)10.3%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:17.356238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q14
median16
Q391
95-th percentile228.4
Maximum640
Range640
Interquartile range (IQR)87

Descriptive statistics

Standard deviation94.406356
Coefficient of variation (CV)1.5553825
Kurtosis12.931589
Mean60.696552
Median Absolute Deviation (MAD)16
Skewness3.0703918
Sum8801
Variance8912.5601
MonotonicityNot monotonic
2023-12-12T16:34:17.574440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 15
 
10.3%
4 10
 
6.9%
6 5
 
3.4%
1 5
 
3.4%
3 5
 
3.4%
2 5
 
3.4%
15 5
 
3.4%
11 4
 
2.8%
5 4
 
2.8%
9 3
 
2.1%
Other values (65) 84
57.9%
ValueCountFrequency (%)
0 15
10.3%
1 5
 
3.4%
2 5
 
3.4%
3 5
 
3.4%
4 10
6.9%
5 4
 
2.8%
6 5
 
3.4%
7 2
 
1.4%
8 2
 
1.4%
9 3
 
2.1%
ValueCountFrequency (%)
640 1
0.7%
510 1
0.7%
371 1
0.7%
308 1
0.7%
281 1
0.7%
258 1
0.7%
253 1
0.7%
234 1
0.7%
206 1
0.7%
201 1
0.7%

제주은행
Categorical

Distinct5
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
104 
1
27 
2
 
9
3
 
3
4
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 104
71.7%
1 27
 
18.6%
2 9
 
6.2%
3 3
 
2.1%
4 2
 
1.4%

Length

2023-12-12T16:34:17.718022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:34:17.840849image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 104
71.7%
1 27
 
18.6%
2 9
 
6.2%
3 3
 
2.1%
4 2
 
1.4%

흥국생명
Real number (ℝ)

ZEROS 

Distinct45
Distinct (%)31.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.262069
Minimum0
Maximum129
Zeros60
Zeros (%)41.4%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:17.955372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q317
95-th percentile77.8
Maximum129
Range129
Interquartile range (IQR)17

Descriptive statistics

Standard deviation28.115343
Coefficient of variation (CV)1.6287354
Kurtosis2.4191181
Mean17.262069
Median Absolute Deviation (MAD)3
Skewness1.8250288
Sum2503
Variance790.47251
MonotonicityNot monotonic
2023-12-12T16:34:18.100230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%)
0 60
41.4%
3 8
 
5.5%
2 7
 
4.8%
10 5
 
3.4%
17 4
 
2.8%
11 4
 
2.8%
7 4
 
2.8%
61 3
 
2.1%
6 3
 
2.1%
9 3
 
2.1%
Other values (35) 44
30.3%
ValueCountFrequency (%)
0 60
41.4%
1 2
 
1.4%
2 7
 
4.8%
3 8
 
5.5%
4 1
 
0.7%
5 3
 
2.1%
6 3
 
2.1%
7 4
 
2.8%
8 1
 
0.7%
9 3
 
2.1%
ValueCountFrequency (%)
129 1
0.7%
101 1
0.7%
96 1
0.7%
95 1
0.7%
92 1
0.7%
88 1
0.7%
82 1
0.7%
78 1
0.7%
77 1
0.7%
76 1
0.7%

전북은행
Real number (ℝ)

ZEROS 

Distinct16
Distinct (%)11.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.337931
Minimum0
Maximum21
Zeros92
Zeros (%)63.4%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:18.251217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile12.8
Maximum21
Range21
Interquartile range (IQR)3

Descriptive statistics

Standard deviation4.3941576
Coefficient of variation (CV)1.8795069
Kurtosis4.9646652
Mean2.337931
Median Absolute Deviation (MAD)0
Skewness2.2898336
Sum339
Variance19.308621
MonotonicityNot monotonic
2023-12-12T16:34:18.378853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0 92
63.4%
2 10
 
6.9%
3 6
 
4.1%
8 6
 
4.1%
4 6
 
4.1%
1 5
 
3.4%
5 3
 
2.1%
18 3
 
2.1%
9 2
 
1.4%
11 2
 
1.4%
Other values (6) 10
 
6.9%
ValueCountFrequency (%)
0 92
63.4%
1 5
 
3.4%
2 10
 
6.9%
3 6
 
4.1%
4 6
 
4.1%
5 3
 
2.1%
6 2
 
1.4%
7 2
 
1.4%
8 6
 
4.1%
9 2
 
1.4%
ValueCountFrequency (%)
21 1
 
0.7%
18 3
2.1%
15 2
 
1.4%
13 2
 
1.4%
12 1
 
0.7%
11 2
 
1.4%
9 2
 
1.4%
8 6
4.1%
7 2
 
1.4%
6 2
 
1.4%

기타
Real number (ℝ)

ZEROS 

Distinct79
Distinct (%)54.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean78.558621
Minimum0
Maximum745
Zeros41
Zeros (%)28.3%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:34:18.536833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median18
Q395
95-th percentile329.6
Maximum745
Range745
Interquartile range (IQR)95

Descriptive statistics

Standard deviation129.10191
Coefficient of variation (CV)1.6433831
Kurtosis6.8039253
Mean78.558621
Median Absolute Deviation (MAD)18
Skewness2.4272875
Sum11391
Variance16667.304
MonotonicityNot monotonic
2023-12-12T16:34:18.698641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 41
28.3%
4 5
 
3.4%
9 3
 
2.1%
3 3
 
2.1%
6 3
 
2.1%
5 3
 
2.1%
12 3
 
2.1%
24 3
 
2.1%
8 3
 
2.1%
14 3
 
2.1%
Other values (69) 75
51.7%
ValueCountFrequency (%)
0 41
28.3%
1 2
 
1.4%
2 1
 
0.7%
3 3
 
2.1%
4 5
 
3.4%
5 3
 
2.1%
6 3
 
2.1%
8 3
 
2.1%
9 3
 
2.1%
10 2
 
1.4%
ValueCountFrequency (%)
745 1
0.7%
616 1
0.7%
482 1
0.7%
446 1
0.7%
374 1
0.7%
359 1
0.7%
343 1
0.7%
330 1
0.7%
328 1
0.7%
327 1
0.7%

Sample

연월중월합계하나은행외환은행국민은행우리은행한국스탠다드차타드은행삼성생명기업은행한화생명농협은행삼성화재신한은행대구은행수협은행한국씨티은행경남은행광주은행부산은행제주은행흥국생명전북은행기타
020043351259111437160617000000000000
1200443633164425945235438821391129103000000000000
22004545651979363433404393294321205173000000000000
32004639361614473350299450230196157167000000000000
42004733581278686274168351194173116118000000000000
5200483317116680521119628116712977984061164832400049
620049289292055318516925514684898712068414022217400279
7200410343011965992631473511918758118118116261835281510171
820041135551157679308152325227645912597124351244466510089
9200412427513239953582043872736989104921442212563912800088
연월중월합계하나은행외환은행국민은행우리은행한국스탠다드차타드은행삼성생명기업은행한화생명농협은행삼성화재신한은행대구은행수협은행한국씨티은행경남은행광주은행부산은행제주은행흥국생명전북은행기타
1352015623551113897722787306033411477015710177111561102341517744624
13620157131147024376133213981114873064801004531315199121310038
1372015880264666182667525966380408070349112679763041
13820159569531771054633850549402890519341071409480071
139201510603625181076678265252204350699382212610671026
1402015119453340410313281741906690962096622531623742010
1412015121306457551871749182360281601145011406177147121470044
14220161823947911957995723415150443058129106142111030082
14320162669339241955613041105530384052339401313540024
144201638383518351851227130169003740456515221410524056