gimi9 Pandas Profiling

Dataset statistics

Number of variables	53
Number of observations	500
Missing cells	516
Missing cells (%)	1.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	215.5 KiB
Average record size in memory	441.3 B

Variable types

Categorical	30
Text	10
DateTime	1
Numeric	11
Boolean	1

Dataset

Description	해당 파일 데이터는 신용보증기금의 보증접수원장마스터에 대한 정보를 확인하실 수 있는 자료이니 데이터 활용에 참고하여 주시기 바랍니다.
Author	신용보증기금
URL	https://www.data.go.kr/data/15092852/fileData.do

Alerts

`업무구분코드` has constant value ""	Constant
`상담등록일자` has constant value ""	Constant
`신청기한월수` has constant value ""	Constant
`접수일자` is highly imbalanced (77.6%)	Imbalance
`개별한도거래구분코드` is highly imbalanced (89.4%)	Imbalance
`거래방법코드` is highly imbalanced (75.2%)	Imbalance
`일반특별구분코드` is highly imbalanced (89.1%)	Imbalance
`취급종류코드` is highly imbalanced (78.7%)	Imbalance
`취급방법코드` is highly imbalanced (50.1%)	Imbalance
`자금용도코드` is highly imbalanced (71.9%)	Imbalance
`승인구분코드` is highly imbalanced (65.9%)	Imbalance
`한도방법건별발급기한` is highly imbalanced (91.9%)	Imbalance
`한도방법건별취급기한` is highly imbalanced (91.9%)	Imbalance
`삭제여부` is highly imbalanced (97.9%)	Imbalance
`미확정신청기한명` has 19 (3.8%) missing values	Missing
`불승인감액승인사유단순내용` has 497 (99.4%) missing values	Missing
`원장ID` has unique values	Unique
`신청기한년수` has 153 (30.6%) zeros	Zeros
`보증비율` has 16 (3.2%) zeros	Zeros
`승인금액` has 80 (16.0%) zeros	Zeros
`승인잔액` has 81 (16.2%) zeros	Zeros
`보증금액` has 140 (28.0%) zeros	Zeros
`보증잔액` has 208 (41.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 22:31:19.579614
Analysis finished	2023-12-12 22:31:20.314340
Duration	0.73 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

업무구분코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

G	500

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	G
2nd row	G
3rd row	G
4th row	G
5th row	G

Common Values

Value	Count	Frequency (%)
G	500	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
g	500	100.0%

원장ID
Text

UNIQUE

Distinct	500
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	5000
Distinct characters	62
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	500 ?
Unique (%)	100.0%

Sample

1st row	9dbs7SzXY8
2nd row	9dnMVAfEv0
3rd row	9dnAVQQabK
4th row	9dnSGQZ1Pp
5th row	9cEklu6yXZ

Value	Count	Frequency (%)
9dbs7szxy8	1	0.2%
9dnlr6ql9t	1	0.2%
9dghtagn7f	1	0.2%
9dnmyk1h0k	1	0.2%
9dnow2xft2	1	0.2%
9cwhjmkozq	1	0.2%
9dnswdhdnf	1	0.2%
9dftkhlpng	1	0.2%
9ceqzppcwj	1	0.2%
9ceqsactvf	1	0.2%
Other values (490)	490	98.0%

Most occurring characters

Value	Count	Frequency (%)
9	542	10.8%
d	378	7.6%
n	275	5.5%
c	213	4.3%
S	143	2.9%
e	118	2.4%
a	117	2.3%
5	89	1.8%
L	87	1.7%
Y	80	1.6%
Other values (52)	2958	59.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2236	44.7%
Uppercase Letter	1693	33.9%
Decimal Number	1071	21.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	378	16.9%
n	275	12.3%
c	213	9.5%
e	118	5.3%
a	117	5.2%
b	75	3.4%
m	65	2.9%
y	63	2.8%
u	63	2.8%
f	60	2.7%
Other values (16)	809	36.2%

Uppercase Letter

Value	Count	Frequency (%)
S	143	8.4%
L	87	5.1%
Y	80	4.7%
W	80	4.7%
O	79	4.7%
E	79	4.7%
Z	78	4.6%
M	78	4.6%
H	77	4.5%
J	69	4.1%
Other values (16)	843	49.8%

Decimal Number

Value	Count	Frequency (%)
9	542	50.6%
5	89	8.3%
1	73	6.8%
7	69	6.4%
0	59	5.5%
4	51	4.8%
6	48	4.5%
2	48	4.5%
8	47	4.4%
3	45	4.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3929	78.6%
Common	1071	21.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	378	9.6%
n	275	7.0%
c	213	5.4%
S	143	3.6%
e	118	3.0%
a	117	3.0%
L	87	2.2%
Y	80	2.0%
W	80	2.0%
O	79	2.0%
Other values (42)	2359	60.0%

Common

Value	Count	Frequency (%)
9	542	50.6%
5	89	8.3%
1	73	6.8%
7	69	6.4%
0	59	5.5%
4	51	4.8%
6	48	4.5%
2	48	4.5%
8	47	4.4%
3	45	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	542	10.8%
d	378	7.6%
n	275	5.5%
c	213	4.3%
S	143	2.9%
e	118	2.4%
a	117	2.3%
5	89	1.8%
L	87	1.7%
Y	80	1.6%
Other values (52)	2958	59.2%

기업고객ID
Text

Distinct	393
Distinct (%)	78.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	5000
Distinct characters	62
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	346 ?
Unique (%)	69.2%

Sample

1st row	9a6qgM9dgY
2nd row	9dicnKm0zj
3rd row	9b6FkYxlLn
4th row	9ccr1r83PJ
5th row	9bGQRbVsAP

Value	Count	Frequency (%)
aaaaaapt0c	42	8.4%
9bzzbgzeur	9	1.8%
9c85mayhln	4	0.8%
9bujudiniz	4	0.8%
9bo2p43wh6	4	0.8%
9bkenw0x4i	3	0.6%
9bt3cojl0l	3	0.6%
9b1gcy2x7t	3	0.6%
9bk7afk4fy	3	0.6%
9c5ubfuhfr	3	0.6%
Other values (383)	422	84.4%

Most occurring characters

Value	Count	Frequency (%)
a	566	11.3%
9	465	9.3%
d	238	4.8%
c	182	3.6%
b	180	3.6%
n	147	2.9%
0	95	1.9%
T	95	1.9%
C	93	1.9%
p	87	1.7%
Other values (52)	2852	57.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2445	48.9%
Uppercase Letter	1542	30.8%
Decimal Number	1013	20.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	566	23.1%
d	238	9.7%
c	182	7.4%
b	180	7.4%
n	147	6.0%
p	87	3.6%
m	64	2.6%
k	62	2.5%
z	62	2.5%
g	60	2.5%
Other values (16)	797	32.6%

Uppercase Letter

Value	Count	Frequency (%)
T	95	6.2%
C	93	6.0%
S	72	4.7%
B	69	4.5%
Y	67	4.3%
R	66	4.3%
G	65	4.2%
J	65	4.2%
D	62	4.0%
M	61	4.0%
Other values (16)	827	53.6%

Decimal Number

Value	Count	Frequency (%)
9	465	45.9%
0	95	9.4%
5	82	8.1%
3	64	6.3%
6	63	6.2%
2	62	6.1%
4	56	5.5%
7	49	4.8%
1	45	4.4%
8	32	3.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3987	79.7%
Common	1013	20.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	566	14.2%
d	238	6.0%
c	182	4.6%
b	180	4.5%
n	147	3.7%
T	95	2.4%
C	93	2.3%
p	87	2.2%
S	72	1.8%
B	69	1.7%
Other values (42)	2258	56.6%

Common

Value	Count	Frequency (%)
9	465	45.9%
0	95	9.4%
5	82	8.1%
3	64	6.3%
6	63	6.2%
2	62	6.1%
4	56	5.5%
7	49	4.8%
1	45	4.4%
8	32	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	566	11.3%
9	465	9.3%
d	238	4.8%
c	182	3.6%
b	180	3.6%
n	147	2.9%
0	95	1.9%
T	95	1.9%
C	93	1.9%
p	87	1.7%
Other values (52)	2852	57.0%

상담등록일자
Date

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Minimum	2023-12-13 00:00:00
Maximum	2023-12-13 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

접수일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

00:00.0	482
0001-01-01 00:00:00.000000	18

Length

Max length	26
Median length	7
Mean length	7.684
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	00:00.0
2nd row	00:00.0
3rd row	00:00.0
4th row	00:00.0
5th row	00:00.0

Common Values

Value	Count	Frequency (%)
00:00.0	482	96.4%
0001-01-01 00:00:00.000000	18	3.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
00:00.0	482	93.1%
0001-01-01	18	3.5%
00:00:00.000000	18	3.5%

원장진행상태코드
Real number (ℝ)

Distinct	9
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.348

Minimum	1
Maximum	13
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6
median	6
Q3	6
95-th percentile	10
Maximum	13
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.4663865
Coefficient of variation (CV)	0.46117922
Kurtosis	2.0432895
Mean	5.348
Median Absolute Deviation (MAD)	0
Skewness	0.34625779
Sum	2674
Variance	6.0830621
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
6	359	71.8%
1	56	11.2%
2	50	10.0%
13	18	3.6%
10	9	1.8%
5	3	0.6%
7	2	0.4%
4	2	0.4%
3	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	56	11.2%
2	50	10.0%
3	1	0.2%
4	2	0.4%
5	3	0.6%
6	359	71.8%
7	2	0.4%
10	9	1.8%
13	18	3.6%

Value	Count	Frequency (%)
13	18	3.6%
10	9	1.8%
7	2	0.4%
6	359	71.8%
5	3	0.6%
4	2	0.4%
3	1	0.2%
2	50	10.0%
1	56	11.2%

원장진행상세상태코드
Real number (ℝ)

Distinct	16
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.196

Minimum	1
Maximum	27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	13
median	19
Q3	20
95-th percentile	22
Maximum	27
Range	26
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.1713626
Coefficient of variation (CV)	0.47192436
Kurtosis	-0.46514144
Mean	15.196
Median Absolute Deviation (MAD)	2
Skewness	-0.85276924
Sum	7598
Variance	51.428441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
19	123	24.6%
20	87	17.4%
14	61	12.2%
21	58	11.6%
2	50	10.0%
13	30	6.0%
1	26	5.2%
6	21	4.2%
27	18	3.6%
10	9	1.8%
Other values (6)	17	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	26	5.2%
2	50	10.0%
3	1	0.2%
4	2	0.4%
5	3	0.6%
6	21	4.2%
7	2	0.4%
10	9	1.8%
13	30	6.0%
14	61	12.2%

Value	Count	Frequency (%)
27	18	3.6%
22	8	1.6%
21	58	11.6%
20	87	17.4%
19	123	24.6%
15	1	0.2%
14	61	12.2%
13	30	6.0%
10	9	1.8%
7	2	0.4%

직위재구분코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	382
2	118

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	382	76.4%
2	118	23.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	382	76.4%
2	118	23.6%

접수금액
Real number (ℝ)

Distinct	172
Distinct (%)	34.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1492768 × 10⁸

Minimum	0
Maximum	5.4 × 10⁹
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	9500000
Q1	19750000
median	1.15875 × 10⁸
Q3	2.97 × 10⁸
95-th percentile	1.425663 × 10⁹
Maximum	5.4 × 10⁹
Range	5.4 × 10⁹
Interquartile range (IQR)	2.7725 × 10⁸

Descriptive statistics

Standard deviation	6.2180333 × 10⁸
Coefficient of variation (CV)	1.9744321
Kurtosis	24.748729
Mean	3.1492768 × 10⁸
Median Absolute Deviation (MAD)	96875000
Skewness	4.4848936
Sum	1.5746384 × 10¹¹
Variance	3.8663938 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19000000	86	17.2%
9500000	27	5.4%
285000000	22	4.4%
50000000	22	4.4%
100000000	15	3.0%
190000000	14	2.8%
90000000	13	2.6%
95000000	13	2.6%
297000000	12	2.4%
180000000	12	2.4%
Other values (162)	264	52.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.2%
8800000	1	0.2%
9500000	27	5.4%
11050000	1	0.2%
14250000	4	0.8%
15300000	2	0.4%
17000000	1	0.2%
17850000	1	0.2%
18700000	1	0.2%
19000000	86	17.2%

Value	Count	Frequency (%)
5400000000	1	0.2%
5000000000	1	0.2%
4500000000	1	0.2%
4000000000	1	0.2%
3000000000	2	0.4%
2960000000	1	0.2%
2850000000	1	0.2%
2800000000	1	0.2%
2700000000	1	0.2%
2500000000	1	0.2%

신청기한구분코드
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	342
	153
2	5

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	342	68.4%
	153	30.6%
2	5	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	342	98.6%
2	5	1.4%

신청기한년수
Real number (ℝ)

ZEROS

Distinct	8
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.238

Minimum	0
Maximum	12
Zeros	153
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	5
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.6561527
Coefficient of variation (CV)	1.3377647
Kurtosis	9.2067214
Mean	1.238
Median Absolute Deviation (MAD)	0
Skewness	2.7236114
Sum	619
Variance	2.7428417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	265	53.0%
0	153	30.6%
5	35	7.0%
3	23	4.6%
2	15	3.0%
8	6	1.2%
10	2	0.4%
12	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	153	30.6%
1	265	53.0%
2	15	3.0%
3	23	4.6%
5	35	7.0%
8	6	1.2%
10	2	0.4%
12	1	0.2%

Value	Count	Frequency (%)
12	1	0.2%
10	2	0.4%
8	6	1.2%
5	35	7.0%
3	23	4.6%
2	15	3.0%
1	265	53.0%
0	153	30.6%

신청기한월수
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

0	500

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	500	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	500	100.0%

미확정신청기한명
Text

MISSING

Distinct	53
Distinct (%)	11.0%
Missing	19
Missing (%)	3.8%
Memory size	4.0 KiB

Length

Max length	36
Median length	5
Mean length	6.014553
Min length	2

Characters and Unicode

Total characters	2893
Distinct characters	47
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	30 ?
Unique (%)	6.2%

Sample

1st row	발급후5년
2nd row	발급후 5년
3rd row	발급후1년
4th row	발급후1년
5th row	발급후1년

Value	Count	Frequency (%)
발급후1년	171	23.6%
발급후	137	18.9%
5년	127	17.5%
1년	70	9.7%
발급일로부터	34	4.7%
보증서	33	4.6%
발급후5년	25	3.4%
취급후	19	2.6%
발급후2년	15	2.1%
발급후3년	15	2.1%
Other values (36)	79	10.9%

Most occurring characters

Value	Count	Frequency (%)
년	476	16.5%
급	444	15.3%
후	415	14.3%
발	409	14.1%
1	276	9.5%
	272	9.4%
5	153	5.3%
일	44	1.5%
로	39	1.3%
부	39	1.3%
Other values (37)	326	11.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2094	72.4%
Decimal Number	523	18.1%
Space Separator	274	9.5%
Close Punctuation	1	< 0.1%
Open Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
년	476	22.7%
급	444	21.2%
후	415	19.8%
발	409	19.5%
일	44	2.1%
로	39	1.9%
부	39	1.9%
터	39	1.9%
증	38	1.8%
보	38	1.8%
Other values (21)	113	5.4%

Decimal Number

Value	Count	Frequency (%)
1	276	52.8%
5	153	29.3%
2	29	5.5%
3	26	5.0%
0	14	2.7%
１	10	1.9%
8	7	1.3%
9	2	0.4%
4	2	0.4%
6	2	0.4%
Other values (2)	2	0.4%

Space Separator

Value	Count	Frequency (%)
	272	99.3%
	2	0.7%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2094	72.4%
Common	799	27.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
년	476	22.7%
급	444	21.2%
후	415	19.8%
발	409	19.5%
일	44	2.1%
로	39	1.9%
부	39	1.9%
터	39	1.9%
증	38	1.8%
보	38	1.8%
Other values (21)	113	5.4%

Common

Value	Count	Frequency (%)
1	276	34.5%
	272	34.0%
5	153	19.1%
2	29	3.6%
3	26	3.3%
0	14	1.8%
１	10	1.3%
8	7	0.9%
	2	0.3%
9	2	0.3%
Other values (6)	8	1.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2094	72.4%
ASCII	786	27.2%
None	13	0.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
년	476	22.7%
급	444	21.2%
후	415	19.8%
발	409	19.5%
일	44	2.1%
로	39	1.9%
부	39	1.9%
터	39	1.9%
증	38	1.8%
보	38	1.8%
Other values (21)	113	5.4%

ASCII

Value	Count	Frequency (%)
1	276	35.1%
	272	34.6%
5	153	19.5%
2	29	3.7%
3	26	3.3%
0	14	1.8%
8	7	0.9%
9	2	0.3%
4	2	0.3%
6	2	0.3%
Other values (3)	3	0.4%

None

Value	Count	Frequency (%)
１	10	76.9%
	2	15.4%
８	1	7.7%

개별한도거래구분코드
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

10	493
20	7

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	10
2nd row	10
3rd row	10
4th row	10
5th row	10

Common Values

Value	Count	Frequency (%)
10	493	98.6%
20	7	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
10	493	98.6%
20	7	1.4%

거래방법코드
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	461
2	25
4	7
21	7

Length

Max length	2
Median length	1
Mean length	1.014
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	461	92.2%
2	25	5.0%
4	7	1.4%
21	7	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	461	92.2%
2	25	5.0%
4	7	1.4%
21	7	1.4%

건별구분코드
Real number (ℝ)

Distinct	8
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.786

Minimum	1
Maximum	22
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	22
Range	21
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.5379295
Coefficient of variation (CV)	1.4210132
Kurtosis	45.400598
Mean	1.786
Median Absolute Deviation (MAD)	0
Skewness	6.3828083
Sum	893
Variance	6.4410862
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	381	76.2%
3	98	19.6%
7	7	1.4%
21	6	1.2%
2	4	0.8%
4	2	0.4%
5	1	0.2%
22	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	381	76.2%
2	4	0.8%
3	98	19.6%
4	2	0.4%
5	1	0.2%
7	7	1.4%
21	6	1.2%
22	1	0.2%

Value	Count	Frequency (%)
22	1	0.2%
21	6	1.2%
7	7	1.4%
5	1	0.2%
4	2	0.4%
3	98	19.6%
2	4	0.8%
1	381	76.2%

일반특별구분코드
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	488
2	11
7	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
1	488	97.6%
2	11	2.2%
7	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	488	97.6%
2	11	2.2%
7	1	0.2%

취급종류코드
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	462
6	12
42	11
	7
10	6

Length

Max length	2
Median length	1
Mean length	1.034
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	462	92.4%
6	12	2.4%
42	11	2.2%
	7	1.4%
10	6	1.2%
2	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	462	93.7%
6	12	2.4%
42	11	2.2%
10	6	1.2%
2	2	0.4%

취급방법코드
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	413
2	70
	17

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	413	82.6%
2	70	14.0%
	17	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	413	85.5%
2	70	14.5%

보증구분코드
Categorical

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	242
2	141
3	92
	17
99	8

Length

Max length	2
Median length	1
Mean length	1.016
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	242	48.4%
2	141	28.2%
3	92	18.4%
	17	3.4%
99	8	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	242	50.1%
2	141	29.2%
3	92	19.0%
99	8	1.7%

기업거래구분코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	252
2	248

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	252	50.4%
2	248	49.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	252	50.4%
2	248	49.6%

약정방법코드
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	289
	195
2	16

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	289	57.8%
	195	39.0%
2	16	3.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	289	94.8%
2	16	5.2%

자금용도코드
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	463
2	26
	11

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	463	92.6%
2	26	5.2%
	11	2.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	463	94.7%
2	26	5.3%

보증비율
Real number (ℝ)

ZEROS

Distinct	8
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.75

Minimum	0
Maximum	100
Zeros	16
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	80
Q1	85
median	95
Q3	95
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	17.183657
Coefficient of variation (CV)	0.19361867
Kurtosis	20.116057
Mean	88.75
Median Absolute Deviation (MAD)	5
Skewness	-4.3959519
Sum	44375
Variance	295.27806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
95	196	39.2%
90	104	20.8%
85	71	14.2%
100	67	13.4%
80	43	8.6%
0	16	3.2%
75	2	0.4%
70	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	3.2%
70	1	0.2%
75	2	0.4%
80	43	8.6%
85	71	14.2%
90	104	20.8%
95	196	39.2%
100	67	13.4%

Value	Count	Frequency (%)
100	67	13.4%
95	196	39.2%
90	104	20.8%
85	71	14.2%
80	43	8.6%
75	2	0.4%
70	1	0.2%
0	16	3.2%

심사종류코드
Categorical

Distinct	23
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

	183
8	89
30	56
90	52
45	25
Other values (18)	95

Length

Max length	2
Median length	1
Mean length	1.406
Min length	1

Unique

Unique	4 ?
Unique (%)	0.8%

Sample

1st row	45
2nd row
3rd row
4th row	8
5th row	30

Common Values

Value	Count	Frequency (%)
	183	36.6%
8	89	17.8%
30	56	11.2%
90	52	10.4%
45	25	5.0%
11	21	4.2%
3	20	4.0%
91	10	2.0%
63	8	1.6%
50	6	1.2%
Other values (13)	30	6.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
8	89	28.1%
30	56	17.7%
90	52	16.4%
45	25	7.9%
11	21	6.6%
3	20	6.3%
91	10	3.2%
63	8	2.5%
50	6	1.9%
31	6	1.9%
Other values (12)	24	7.6%

전결구분코드
Categorical

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

	175
11	164
7	142
5	11
28	5
Other values (2)	3

Length

Max length	2
Median length	1
Mean length	1.344
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

1st row	11
2nd row
3rd row
4th row	11
5th row	11

Common Values

Value	Count	Frequency (%)
	175	35.0%
11	164	32.8%
7	142	28.4%
5	11	2.2%
28	5	1.0%
19	2	0.4%
36	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11	164	50.5%
7	142	43.7%
5	11	3.4%
28	5	1.5%
19	2	0.6%
36	1	0.3%

승인일자
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

00:00.0	422
0001-01-01 00:00:00.000000	78

Length

Max length	26
Median length	7
Mean length	9.964
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	00:00.0
2nd row	00:00.0
3rd row	0001-01-01 00:00:00.000000
4th row	00:00.0
5th row	00:00.0

Common Values

Value	Count	Frequency (%)
00:00.0	422	84.4%
0001-01-01 00:00:00.000000	78	15.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
00:00.0	422	73.0%
0001-01-01	78	13.5%
00:00:00.000000	78	13.5%

승인구분코드
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	419
	78
2	2
3	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
1	419	83.8%
	78	15.6%
2	2	0.4%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	419	99.3%
2	2	0.5%
3	1	0.2%

승인금액
Real number (ℝ)

ZEROS

Distinct	156
Distinct (%)	31.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4838698 × 10⁸

Minimum	0
Maximum	4.5 × 10⁹
Zeros	80
Zeros (%)	16.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19000000
median	87500000
Q3	2.7 × 10⁸
95-th percentile	1.082 × 10⁹
Maximum	4.5 × 10⁹
Range	4.5 × 10⁹
Interquartile range (IQR)	2.51 × 10⁸

Descriptive statistics

Standard deviation	5.102969 × 10⁸
Coefficient of variation (CV)	2.054443
Kurtosis	21.419812
Mean	2.4838698 × 10⁸
Median Absolute Deviation (MAD)	87500000
Skewness	4.2109314
Sum	1.2419349 × 10¹¹
Variance	2.6040292 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	80	16.0%
19000000	71	14.2%
9500000	24	4.8%
50000000	22	4.4%
285000000	19	3.8%
190000000	14	2.8%
100000000	13	2.6%
180000000	10	2.0%
95000000	10	2.0%
297000000	10	2.0%
Other values (146)	227	45.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	80	16.0%
8800000	1	0.2%
9500000	24	4.8%
11050000	1	0.2%
14250000	2	0.4%
15300000	2	0.4%
17000000	1	0.2%
17850000	1	0.2%
19000000	71	14.2%
20000000	1	0.2%

Value	Count	Frequency (%)
4500000000	1	0.2%
3500000000	1	0.2%
3000000000	1	0.2%
2960000000	1	0.2%
2850000000	1	0.2%
2800000000	1	0.2%
2700000000	1	0.2%
2500000000	1	0.2%
2320000000	1	0.2%
2304000000	1	0.2%

승인잔액
Real number (ℝ)

ZEROS

Distinct	156
Distinct (%)	31.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4834898 × 10⁸

Minimum	0
Maximum	4.5 × 10⁹
Zeros	81
Zeros (%)	16.2%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19000000
median	87500000
Q3	2.7 × 10⁸
95-th percentile	1.082 × 10⁹
Maximum	4.5 × 10⁹
Range	4.5 × 10⁹
Interquartile range (IQR)	2.51 × 10⁸

Descriptive statistics

Standard deviation	5.1031472 × 10⁸
Coefficient of variation (CV)	2.0548291
Kurtosis	21.417693
Mean	2.4834898 × 10⁸
Median Absolute Deviation (MAD)	87500000
Skewness	4.2106652
Sum	1.2417449 × 10¹¹
Variance	2.6042112 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	81	16.2%
19000000	70	14.0%
9500000	24	4.8%
50000000	22	4.4%
285000000	19	3.8%
190000000	14	2.8%
100000000	13	2.6%
180000000	10	2.0%
95000000	10	2.0%
297000000	10	2.0%
Other values (146)	227	45.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	81	16.2%
8800000	1	0.2%
9500000	24	4.8%
11050000	1	0.2%
14250000	2	0.4%
15300000	2	0.4%
17000000	1	0.2%
17850000	1	0.2%
19000000	70	14.0%
20000000	1	0.2%

Value	Count	Frequency (%)
4500000000	1	0.2%
3500000000	1	0.2%
3000000000	1	0.2%
2960000000	1	0.2%
2850000000	1	0.2%
2800000000	1	0.2%
2700000000	1	0.2%
2500000000	1	0.2%
2320000000	1	0.2%
2304000000	1	0.2%

불승인감액승인사유단순내용
Text

MISSING

Distinct	3
Distinct (%)	100.0%
Missing	497
Missing (%)	99.4%
Memory size	4.0 KiB

Length

Max length	29
Median length	21
Mean length	23
Min length	19

Characters and Unicode

Total characters	69
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	100.0%

Sample

1st row	업종 및 신용등급별 포트폴리오 조정
2nd row	□ 업종 및 등급별 포트폴리오 조정 등
3rd row	차입금 과다 및 업종별, 등급별 포트폴리오 조정 등

Value	Count	Frequency (%)
및	3	15.0%
포트폴리오	3	15.0%
조정	3	15.0%
업종	2	10.0%
등급별	2	10.0%
등	2	10.0%
신용등급별	1	5.0%
□	1	5.0%
차입금	1	5.0%
과다	1	5.0%

Most occurring characters

Value	Count	Frequency (%)
	18	26.1%
등	5	7.2%
별	4	5.8%
업	3	4.3%
트	3	4.3%
정	3	4.3%
조	3	4.3%
오	3	4.3%
리	3	4.3%
종	3	4.3%
Other values (13)	21	30.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	49	71.0%
Space Separator	18	26.1%
Other Symbol	1	1.4%
Other Punctuation	1	1.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
등	5	10.2%
별	4	8.2%
업	3	6.1%
트	3	6.1%
정	3	6.1%
조	3	6.1%
오	3	6.1%
리	3	6.1%
종	3	6.1%
폴	3	6.1%
Other values (10)	16	32.7%

Space Separator

Value	Count	Frequency (%)
	18	100.0%

Other Symbol

Value	Count	Frequency (%)
□	1	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	49	71.0%
Common	20	29.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
등	5	10.2%
별	4	8.2%
업	3	6.1%
트	3	6.1%
정	3	6.1%
조	3	6.1%
오	3	6.1%
리	3	6.1%
종	3	6.1%
폴	3	6.1%
Other values (10)	16	32.7%

Common

Value	Count	Frequency (%)
	18	90.0%
□	1	5.0%
,	1	5.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	49	71.0%
ASCII	19	27.5%
Geometric Shapes	1	1.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18	94.7%
,	1	5.3%

Hangul

Value	Count	Frequency (%)
등	5	10.2%
별	4	8.2%
업	3	6.1%
트	3	6.1%
정	3	6.1%
조	3	6.1%
오	3	6.1%
리	3	6.1%
종	3	6.1%
폴	3	6.1%
Other values (10)	16	32.7%

Geometric Shapes

Value	Count	Frequency (%)
□	1	100.0%

한도방법건별발급기한
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

0001-01-01 00:00:00.000000	495
00:00.0	5

Length

Max length	26
Median length	26
Mean length	25.81
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0001-01-01 00:00:00.000000
2nd row	0001-01-01 00:00:00.000000
3rd row	0001-01-01 00:00:00.000000
4th row	0001-01-01 00:00:00.000000
5th row	0001-01-01 00:00:00.000000

Common Values

Value	Count	Frequency (%)
0001-01-01 00:00:00.000000	495	99.0%
00:00.0	5	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0001-01-01	495	49.7%
00:00:00.000000	495	49.7%
00:00.0	5	0.5%

한도방법건별취급기한
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

0001-01-01 00:00:00.000000	495
00:00.0	5

Length

Max length	26
Median length	26
Mean length	25.81
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0001-01-01 00:00:00.000000
2nd row	0001-01-01 00:00:00.000000
3rd row	0001-01-01 00:00:00.000000
4th row	0001-01-01 00:00:00.000000
5th row	0001-01-01 00:00:00.000000

Common Values

Value	Count	Frequency (%)
0001-01-01 00:00:00.000000	495	99.0%
00:00.0	5	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0001-01-01	495	49.7%
00:00:00.000000	495	49.7%
00:00.0	5	0.5%

실행일자
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

00:00.0	361
0001-01-01 00:00:00.000000	139

Length

Max length	26
Median length	7
Mean length	12.282
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	00:00.0
2nd row	00:00.0
3rd row	0001-01-01 00:00:00.000000
4th row	00:00.0
5th row	00:00.0

Common Values

Value	Count	Frequency (%)
00:00.0	361	72.2%
0001-01-01 00:00:00.000000	139	27.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
00:00.0	361	56.5%
0001-01-01	139	21.8%
00:00:00.000000	139	21.8%

보증시작일자
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

00:00.0	362
0001-01-01 00:00:00.000000	138

Length

Max length	26
Median length	7
Mean length	12.244
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	00:00.0
2nd row	00:00.0
3rd row	0001-01-01 00:00:00.000000
4th row	00:00.0
5th row	00:00.0

Common Values

Value	Count	Frequency (%)
00:00.0	362	72.4%
0001-01-01 00:00:00.000000	138	27.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
00:00.0	362	56.7%
0001-01-01	138	21.6%
00:00:00.000000	138	21.6%

보증종료일자
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

00:00.0	365
0001-01-01 00:00:00.000000	135

Length

Max length	26
Median length	7
Mean length	12.13
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	00:00.0
2nd row	00:00.0
3rd row	0001-01-01 00:00:00.000000
4th row	00:00.0
5th row	00:00.0

Common Values

Value	Count	Frequency (%)
00:00.0	365	73.0%
0001-01-01 00:00:00.000000	135	27.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
00:00.0	365	57.5%
0001-01-01	135	21.3%
00:00:00.000000	135	21.3%

보증금액
Real number (ℝ)

ZEROS

Distinct	139
Distinct (%)	27.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7852839 × 10⁸

Minimum	0
Maximum	2.96 × 10⁹
Zeros	140
Zeros (%)	28.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	50000000
Q3	2 × 10⁸
95-th percentile	6.67875 × 10⁸
Maximum	2.96 × 10⁹
Range	2.96 × 10⁹
Interquartile range (IQR)	2 × 10⁸

Descriptive statistics

Standard deviation	3.6333535 × 10⁸
Coefficient of variation (CV)	2.0351685
Kurtosis	26.475537
Mean	1.7852839 × 10⁸
Median Absolute Deviation (MAD)	50000000
Skewness	4.6489174
Sum	8.9264194 × 10¹⁰
Variance	1.3201258 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	140	28.0%
19000000	45	9.0%
50000000	22	4.4%
9500000	19	3.8%
285000000	18	3.6%
190000000	14	2.8%
100000000	12	2.4%
180000000	10	2.0%
297000000	10	2.0%
90000000	9	1.8%
Other values (129)	201	40.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	140	28.0%
8800000	1	0.2%
9500000	19	3.8%
14250000	1	0.2%
15300000	2	0.4%
17000000	1	0.2%
17850000	1	0.2%
19000000	45	9.0%
20000000	1	0.2%
20800000	1	0.2%

Value	Count	Frequency (%)
2960000000	1	0.2%
2850000000	1	0.2%
2700000000	1	0.2%
2500000000	1	0.2%
2320000000	1	0.2%
2304000000	1	0.2%
2160000000	1	0.2%
1494000000	1	0.2%
1437223840	1	0.2%
1422540000	1	0.2%

보증잔액
Real number (ℝ)

ZEROS

Distinct	151
Distinct (%)	30.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1620611 × 10⁸

Minimum	0
Maximum	2.85 × 10⁹
Zeros	208
Zeros (%)	41.6%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	19000000
Q3	1.35 × 10⁸
95-th percentile	4.759 × 10⁸
Maximum	2.85 × 10⁹
Range	2.85 × 10⁹
Interquartile range (IQR)	1.35 × 10⁸

Descriptive statistics

Standard deviation	2.6422965 × 10⁸
Coefficient of variation (CV)	2.2738017
Kurtosis	39.921662
Mean	1.1620611 × 10⁸
Median Absolute Deviation (MAD)	19000000
Skewness	5.4326988
Sum	5.8103056 × 10¹⁰
Variance	6.9817309 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	208	41.6%
19000000	35	7.0%
50000000	18	3.6%
285000000	17	3.4%
9500000	15	3.0%
190000000	12	2.4%
90000000	7	1.4%
100000000	6	1.2%
95000000	6	1.2%
135000000	6	1.2%
Other values (141)	170	34.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	208	41.6%
4750000	1	0.2%
5890000	1	0.2%
8800000	1	0.2%
9500000	15	3.0%
12000000	1	0.2%
13205000	1	0.2%
13832008	1	0.2%
14250000	1	0.2%
15300000	1	0.2%

Value	Count	Frequency (%)
2850000000	1	0.2%
2242051417	1	0.2%
2000000000	1	0.2%
1488201600	1	0.2%
1370880000	1	0.2%
1350000000	2	0.4%
1080000000	1	0.2%
1000000000	2	0.4%
800000000	1	0.2%
793730000	1	0.2%

차기보증료납입일자
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

00:00.0	361
0001-01-01 00:00:00.000000	139

Length

Max length	26
Median length	7
Mean length	12.282
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	00:00.0
2nd row	00:00.0
3rd row	0001-01-01 00:00:00.000000
4th row	00:00.0
5th row	00:00.0

Common Values

Value	Count	Frequency (%)
00:00.0	361	72.2%
0001-01-01 00:00:00.000000	139	27.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
00:00.0	361	56.5%
0001-01-01	139	21.8%
00:00:00.000000	139	21.8%

최종해지일자
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

0001-01-01 00:00:00.000000	432
00:00.0	68

Length

Max length	26
Median length	26
Mean length	23.416
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0001-01-01 00:00:00.000000
2nd row	0001-01-01 00:00:00.000000
3rd row	0001-01-01 00:00:00.000000
4th row	0001-01-01 00:00:00.000000
5th row	0001-01-01 00:00:00.000000

Common Values

Value	Count	Frequency (%)
0001-01-01 00:00:00.000000	432	86.4%
00:00.0	68	13.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0001-01-01	432	46.4%
00:00:00.000000	432	46.4%
00:00.0	68	7.3%

접수직원번호
Text

Distinct	303
Distinct (%)	60.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	5
Median length	4
Mean length	4.302
Min length	3

Characters and Unicode

Total characters	2151
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	239 ?
Unique (%)	47.8%

Sample

1st row	5632
2nd row	99006
3rd row	5820
4th row	6169
5th row	4110

Value	Count	Frequency (%)
99006	24	4.8%
99001	22	4.4%
99016	20	4.0%
99002	17	3.4%
99007	17	3.4%
99023	15	3.0%
3639	8	1.6%
360	7	1.4%
4046	5	1.0%
3592	5	1.0%
Other values (293)	360	72.0%

Most occurring characters

Value	Count	Frequency (%)
9	395	18.4%
0	321	14.9%
5	238	11.1%
4	229	10.6%
6	205	9.5%
3	194	9.0%
2	161	7.5%
1	148	6.9%
7	117	5.4%
8	115	5.3%
Other values (3)	28	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2123	98.7%
Uppercase Letter	28	1.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	395	18.6%
0	321	15.1%
5	238	11.2%
4	229	10.8%
6	205	9.7%
3	194	9.1%
2	161	7.6%
1	148	7.0%
7	117	5.5%
8	115	5.4%

Uppercase Letter

Value	Count	Frequency (%)
C	17	60.7%
B	8	28.6%
A	3	10.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	2123	98.7%
Latin	28	1.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	395	18.6%
0	321	15.1%
5	238	11.2%
4	229	10.8%
6	205	9.7%
3	194	9.1%
2	161	7.6%
1	148	7.0%
7	117	5.5%
8	115	5.4%

Latin

Value	Count	Frequency (%)
C	17	60.7%
B	8	28.6%
A	3	10.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2151	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	395	18.4%
0	321	14.9%
5	238	11.1%
4	229	10.6%
6	205	9.5%
3	194	9.0%
2	161	7.5%
1	148	6.9%
7	117	5.4%
8	115	5.3%
Other values (3)	28	1.3%

접수팀코드
Categorical

Distinct	8
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	158
2	136
	118
3	50
4	23
Other values (3)	15

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	158	31.6%
2	136	27.2%
	118	23.6%
3	50	10.0%
4	23	4.6%
N	7	1.4%
9	4	0.8%
A	4	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	158	41.4%
2	136	35.6%
3	50	13.1%
4	23	6.0%
n	7	1.8%
9	4	1.0%
a	4	1.0%

담당팀코드
Categorical

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	180
2	123
	96
3	71
4	28
Other values (2)	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
1	180	36.0%
2	123	24.6%
	96	19.2%
3	71	14.2%
4	28	5.6%
A	1	0.2%
9	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	180	44.6%
2	123	30.4%
3	71	17.6%
4	28	6.9%
a	1	0.2%
9	1	0.2%

담당자직원번호
Text

Distinct	264
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	5
Median length	4
Mean length	4.194
Min length	4

Characters and Unicode

Total characters	2097
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	187 ?
Unique (%)	37.4%

Sample

1st row	5325
2nd row	99016
3rd row	5820
4th row	5463
5th row	5064

Value	Count	Frequency (%)
4562	42	8.4%
99006	20	4.0%
99001	18	3.6%
99007	17	3.4%
99023	13	2.6%
99016	12	2.4%
99002	11	2.2%
5069	9	1.8%
4630	5	1.0%
4492	5	1.0%
Other values (253)	347	69.5%

Most occurring characters

Value	Count	Frequency (%)
0	315	15.0%
9	309	14.7%
5	300	14.3%
4	262	12.5%
6	244	11.6%
2	169	8.1%
1	146	7.0%
3	141	6.7%
7	108	5.2%
8	98	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2092	99.8%
Space Separator	5	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	315	15.1%
9	309	14.8%
5	300	14.3%
4	262	12.5%
6	244	11.7%
2	169	8.1%
1	146	7.0%
3	141	6.7%
7	108	5.2%
8	98	4.7%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2097	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	315	15.0%
9	309	14.7%
5	300	14.3%
4	262	12.5%
6	244	11.6%
2	169	8.1%
1	146	7.0%
3	141	6.7%
7	108	5.2%
8	98	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2097	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	315	15.0%
9	309	14.7%
5	300	14.3%
4	262	12.5%
6	244	11.6%
2	169	8.1%
1	146	7.0%
3	141	6.7%
7	108	5.2%
8	98	4.7%

원장변경사유코드
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

11	333
	95
99	41
8	24
5	6

Length

Max length	2
Median length	2
Mean length	1.748
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

1st row	11
2nd row	11
3rd row
4th row	11
5th row	11

Common Values

Value	Count	Frequency (%)
11	333	66.6%
	95	19.0%
99	41	8.2%
8	24	4.8%
5	6	1.2%
6	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11	333	82.2%
99	41	10.1%
8	24	5.9%
5	6	1.5%
6	1	0.2%

원장변경사유단순내용
Categorical

Distinct	12
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

실행/해지에 의한 잔액 및 진행상태코드 갱신	217
실행에 의한 변경	116
<NA>	72
이수관(팀변경)에 의한 관할점 변경	28
	23
Other values (7)	44

Length

Max length	30
Median length	24
Mean length	15.438
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

1st row	실행/해지에 의한 잔액 및 진행상태코드 갱신
2nd row	실행에 의한 변경
3rd row
4th row	실행에 의한 변경
5th row	실행/해지에 의한 잔액 및 진행상태코드 갱신

Common Values

Value	Count	Frequency (%)
실행/해지에 의한 잔액 및 진행상태코드 갱신	217	43.4%
실행에 의한 변경	116	23.2%
<NA>	72	14.4%
이수관(팀변경)에 의한 관할점 변경	28	5.6%
	23	4.6%
승인입력에 의한 변경	17	3.4%
접수에 의한 변경	12	2.4%
승인입력에 의한 변경	7	1.4%
조건변경실행에 의한 변경	4	0.8%
조건변경에의한 변경	2	0.4%
Other values (2)	2	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
의한	401	20.4%
및	218	11.1%
실행/해지에	217	11.0%
잔액	217	11.0%
진행상태코드	217	11.0%
갱신	217	11.0%
변경	186	9.5%
실행에	116	5.9%
na	72	3.7%
관할점	28	1.4%
Other values (10)	75	3.8%

삭제여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	632.0 B

False	499
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	499	99.8%
True	1	0.2%

최종수정수
Real number (ℝ)

Distinct	74
Distinct (%)	14.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.82

Minimum	1
Maximum	126
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6
median	13
Q3	28
95-th percentile	59
Maximum	126
Range	125
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	19.215047
Coefficient of variation (CV)	0.96947766
Kurtosis	3.1106608
Mean	19.82
Median Absolute Deviation (MAD)	8
Skewness	1.6194892
Sum	9910
Variance	369.21804
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	44	8.8%
1	33	6.6%
2	33	6.6%
7	26	5.2%
12	20	4.0%
15	20	4.0%
10	17	3.4%
13	16	3.2%
20	16	3.2%
8	14	2.8%
Other values (64)	261	52.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	33	6.6%
2	33	6.6%
3	6	1.2%
4	12	2.4%
5	14	2.8%
6	44	8.8%
7	26	5.2%
8	14	2.8%
9	11	2.2%
10	17	3.4%

Value	Count	Frequency (%)
126	1	0.2%
106	1	0.2%
89	1	0.2%
86	1	0.2%
84	2	0.4%
80	1	0.2%
76	1	0.2%
71	2	0.4%
69	1	0.2%
68	1	0.2%

처리시각
Text

Distinct	426
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	3500
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	403 ?
Unique (%)	80.6%

Sample

1st row	31:46.6
2nd row	31:42.0
3rd row	31:36.6
4th row	31:32.8
5th row	31:32.8

Value	Count	Frequency (%)
03:36.3	42	8.4%
04:20.2	9	1.8%
16:06.4	3	0.6%
08:27.1	3	0.6%
58:57.7	3	0.6%
10:12.4	3	0.6%
12:18.3	2	0.4%
18:54.8	2	0.4%
21:51.6	2	0.4%
21:41.8	2	0.4%
Other values (416)	429	85.8%

Most occurring characters

Value	Count	Frequency (%)
:	500	14.3%
.	500	14.3%
0	383	10.9%
2	379	10.8%
3	357	10.2%
1	355	10.1%
5	223	6.4%
4	212	6.1%
6	176	5.0%
8	157	4.5%
Other values (2)	258	7.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2500	71.4%
Other Punctuation	1000	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	383	15.3%
2	379	15.2%
3	357	14.3%
1	355	14.2%
5	223	8.9%
4	212	8.5%
6	176	7.0%
8	157	6.3%
9	135	5.4%
7	123	4.9%

Other Punctuation

Value	Count	Frequency (%)
:	500	50.0%
.	500	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3500	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	500	14.3%
.	500	14.3%
0	383	10.9%
2	379	10.8%
3	357	10.2%
1	355	10.1%
5	223	6.4%
4	212	6.1%
6	176	5.0%
8	157	4.5%
Other values (2)	258	7.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3500	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	500	14.3%
.	500	14.3%
0	383	10.9%
2	379	10.8%
3	357	10.2%
1	355	10.1%
5	223	6.4%
4	212	6.1%
6	176	5.0%
8	157	4.5%
Other values (2)	258	7.4%

처리직원번호
Text

Distinct	241
Distinct (%)	48.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	5
Median length	4
Mean length	4.434
Min length	4

Characters and Unicode

Total characters	2217
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	177 ?
Unique (%)	35.4%

Sample

1st row	99023
2nd row	99006
3rd row	5820
4th row	4086
5th row	5064

Value	Count	Frequency (%)
4562	42	8.4%
99001	32	6.4%
99006	27	5.4%
99007	21	4.2%
99016	20	4.0%
99023	19	3.8%
99002	13	2.6%
5069	9	1.8%
4493	5	1.0%
4366	4	0.8%
Other values (231)	308	61.6%

Most occurring characters

Value	Count	Frequency (%)
9	448	20.2%
0	344	15.5%
6	280	12.6%
4	213	9.6%
5	212	9.6%
2	166	7.5%
1	150	6.8%
7	132	6.0%
3	122	5.5%
C	79	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2138	96.4%
Uppercase Letter	79	3.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	448	21.0%
0	344	16.1%
6	280	13.1%
4	213	10.0%
5	212	9.9%
2	166	7.8%
1	150	7.0%
7	132	6.2%
3	122	5.7%
8	71	3.3%

Uppercase Letter

Value	Count	Frequency (%)
C	79	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2138	96.4%
Latin	79	3.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	448	21.0%
0	344	16.1%
6	280	13.1%
4	213	10.0%
5	212	9.9%
2	166	7.8%
1	150	7.0%
7	132	6.2%
3	122	5.7%
8	71	3.3%

Latin

Value	Count	Frequency (%)
C	79	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2217	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	448	20.2%
0	344	15.5%
6	280	12.6%
4	213	9.6%
5	212	9.6%
2	166	7.5%
1	150	6.8%
7	132	6.0%
3	122	5.5%
C	79	3.6%

최초처리시각
Text

Distinct	493
Distinct (%)	98.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	3500
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	491 ?
Unique (%)	98.2%

Sample

1st row	30:43.0
2nd row	39:11.7
3rd row	23:20.5
4th row	34:19.3
5th row	30:38.2

Value	Count	Frequency (%)
00:00.0	7	1.4%
24:24.9	2	0.4%
21:28.8	1	0.2%
36:58.6	1	0.2%
58:47.7	1	0.2%
10:40.8	1	0.2%
10:40.4	1	0.2%
38:50.2	1	0.2%
46:28.9	1	0.2%
22:54.8	1	0.2%
Other values (483)	483	96.6%

Most occurring characters

Value	Count	Frequency (%)
:	500	14.3%
.	500	14.3%
0	368	10.5%
1	335	9.6%
2	327	9.3%
4	307	8.8%
3	296	8.5%
5	292	8.3%
7	148	4.2%
9	146	4.2%
Other values (2)	281	8.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2500	71.4%
Other Punctuation	1000	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	368	14.7%
1	335	13.4%
2	327	13.1%
4	307	12.3%
3	296	11.8%
5	292	11.7%
7	148	5.9%
9	146	5.8%
8	146	5.8%
6	135	5.4%

Other Punctuation

Value	Count	Frequency (%)
:	500	50.0%
.	500	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3500	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	500	14.3%
.	500	14.3%
0	368	10.5%
1	335	9.6%
2	327	9.3%
4	307	8.8%
3	296	8.5%
5	292	8.3%
7	148	4.2%
9	146	4.2%
Other values (2)	281	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3500	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	500	14.3%
.	500	14.3%
0	368	10.5%
1	335	9.6%
2	327	9.3%
4	307	8.8%
3	296	8.5%
5	292	8.3%
7	148	4.2%
9	146	4.2%
Other values (2)	281	8.0%

최초처리직원번호
Text

Distinct	299
Distinct (%)	59.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	5
Median length	4
Mean length	4.326
Min length	4

Characters and Unicode

Total characters	2163
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	230 ?
Unique (%)	46.0%

Sample

1st row	3734
2nd row	99006
3rd row	2962
4th row	6169
5th row	3047

Value	Count	Frequency (%)
99006	24	4.8%
99001	22	4.4%
99016	20	4.0%
99007	17	3.4%
99002	17	3.4%
99023	15	3.0%
batch	7	1.4%
4046	6	1.2%
2564	5	1.0%
3639	5	1.0%
Other values (289)	362	72.4%

Most occurring characters

Value	Count	Frequency (%)
9	385	17.8%
0	316	14.6%
3	253	11.7%
4	223	10.3%
5	196	9.1%
6	181	8.4%
2	180	8.3%
1	137	6.3%
7	118	5.5%
8	112	5.2%
Other values (5)	62	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2101	97.1%
Uppercase Letter	62	2.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	385	18.3%
0	316	15.0%
3	253	12.0%
4	223	10.6%
5	196	9.3%
6	181	8.6%
2	180	8.6%
1	137	6.5%
7	118	5.6%
8	112	5.3%

Uppercase Letter

Value	Count	Frequency (%)
C	23	37.1%
B	16	25.8%
A	9	14.5%
T	7	11.3%
H	7	11.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2101	97.1%
Latin	62	2.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	385	18.3%
0	316	15.0%
3	253	12.0%
4	223	10.6%
5	196	9.3%
6	181	8.6%
2	180	8.6%
1	137	6.5%
7	118	5.6%
8	112	5.3%

Latin

Value	Count	Frequency (%)
C	23	37.1%
B	16	25.8%
A	9	14.5%
T	7	11.3%
H	7	11.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2163	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	385	17.8%
0	316	14.6%
3	253	11.7%
4	223	10.3%
5	196	9.1%
6	181	8.4%
2	180	8.3%
1	137	6.3%
7	118	5.5%
8	112	5.2%
Other values (5)	62	2.9%

원장기타관리코드
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

	382
2	117
5	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
	382	76.4%
2	117	23.4%
5	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	117	99.2%
5	1	0.8%

First rows
Last rows

	업무구분코드	원장ID	기업고객ID	상담등록일자	접수일자	원장진행상태코드	원장진행상세상태코드	직위재구분코드	접수금액	신청기한구분코드	신청기한년수	미확정신청기한명	개별한도거래구분코드	거래방법코드	건별구분코드	일반특별구분코드	취급종류코드	취급방법코드	보증구분코드	기업거래구분코드	약정방법코드	자금용도코드	보증비율	심사종류코드	전결구분코드	승인일자	승인구분코드	승인금액	승인잔액	불승인감액승인사유단순내용	한도방법건별발급기한	한도방법건별취급기한	실행일자	보증시작일자	보증종료일자	보증금액	보증잔액	차기보증료납입일자	최종해지일자	접수직원번호	접수팀코드	담당팀코드	담당자직원번호	원장변경사유코드	원장변경사유단순내용	삭제여부	최종수정수	처리시각	처리직원번호	최초처리시각	최초처리직원번호	원장기타관리코드
0	G	9dbs7SzXY8	9a6qgM9dgY	00:00.0	00:00.0	6	20	1	43700000	1	5	발급후5년	10	1	1	1	1	1	2	2	1	1	95	45	11	00:00.0	1	43700000	43700000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	43700000	37045531	00:00.0	0001-01-01 00:00:00.000000	5632	1	1	5325	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	28	31:46.6	99023	30:43.0	3734
1	G	9dnMVAfEv0	9dicnKm0zj	00:00.0	00:00.0	6	19	2	9500000		0	발급후 5년	10	1	1	1	1	1	2	2		1	95			00:00.0	1	9500000	9500000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	9500000	9500000	00:00.0	0001-01-01 00:00:00.000000	99006			99016	11	실행에 의한 변경	N	7	31:42.0	99006	39:11.7	99006	2
2	G	9dnAVQQabK	9b6FkYxlLn	00:00.0	00:00.0	1	1	1	237500000	1	1	발급후1년	10	1	1	1	1	1	2	2	1	1	95			0001-01-01 00:00:00.000000		0	0	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	5820	2	2	5820			N	3	31:36.6	5820	23:20.5	2962
3	G	9dnSGQZ1Pp	9ccr1r83PJ	00:00.0	00:00.0	6	6	1	114750000	1	1	발급후1년	10	1	3	1	1	1	3	2	1	1	85	8	11	00:00.0	1	114750000	114750000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	114750000	114750000	00:00.0	0001-01-01 00:00:00.000000	6169	2	2	5463	11	실행에 의한 변경	N	13	31:32.8	4086	34:19.3	6169
4	G	9cEklu6yXZ	9bGQRbVsAP	00:00.0	00:00.0	6	20	1	160000000	1	1	발급후1년	10	1	1	1	1	1	2	2	1	1	80	30	11	00:00.0	1	160000000	160000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	160000000	128000000	00:00.0	0001-01-01 00:00:00.000000	4110	1	3	5064	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	44	31:32.8	5064	30:38.2	3047
5	G	9cRtPJZoss	9czInlhe2u	00:00.0	00:00.0	6	20	1	180000000	1	1	보증서 발급일로부터 3년	10	1	1	1	1	1	2	2	1	1	90	30	7	00:00.0	1	180000000	180000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	180000000	47988000	00:00.0	0001-01-01 00:00:00.000000	4944	2	1	4386	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	42	31:15.8	99001	08:54.3	3412
6	G	9c5ApWXGMk	9cc7rnRR6h	00:00.0	00:00.0	6	20	1	90000000	1	1	발급후1년	10	1	1	1	1	2	2	2		1	90	30	7	00:00.0	1	90000000	90000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	90000000	72900000	00:00.0	0001-01-01 00:00:00.000000	4501	1	4	4768	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	25	31:15.0	9C761	11:52.2	4501
7	G	9cEqpG5iXR	9a6Wf3vTe4	00:00.0	00:00.0	6	20	1	173400000	1	1	발급후　１년	10	1	3	1	1	2	3	2	1	1	85	8	11	00:00.0	1	173400000	173400000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	173400000	127500000	00:00.0	0001-01-01 00:00:00.000000	3984	1	3	5278	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	52	31:05.2	5278	14:41.1	3984
8	G	9bQhdG6ILE	9bQhcl81FP	00:00.0	00:00.0	6	19	1	201000000	1	1	보증서 발급일로부터 １년	10	1	1	1	1	1	1	1	1	1	100	30	7	00:00.0	1	201000000	201000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	201000000	201000000	00:00.0	0001-01-01 00:00:00.000000	2949	4	3	5026	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	126	31:04.8	5863	52:35.6	2949
9	G	9clpAjDvCP	9bHjVZqnN8	00:00.0	00:00.0	6	20	1	315000000	1	10	발급후10년	10	1	1	1	1	1	2	2	1	2	90	3	7	00:00.0	1	315000000	315000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	315000000	157500000	00:00.0	0001-01-01 00:00:00.000000	4629	1	1	5709	99	이수관(팀변경)에 의한 관할점 변경	N	45	31:03.7	5987	52:14.3	2953

	업무구분코드	원장ID	기업고객ID	상담등록일자	접수일자	원장진행상태코드	원장진행상세상태코드	직위재구분코드	접수금액	신청기한구분코드	신청기한년수	미확정신청기한명	개별한도거래구분코드	거래방법코드	건별구분코드	일반특별구분코드	취급종류코드	취급방법코드	보증구분코드	기업거래구분코드	약정방법코드	자금용도코드	보증비율	심사종류코드	전결구분코드	승인일자	승인구분코드	승인금액	승인잔액	불승인감액승인사유단순내용	한도방법건별발급기한	한도방법건별취급기한	실행일자	보증시작일자	보증종료일자	보증금액	보증잔액	차기보증료납입일자	최종해지일자	접수직원번호	접수팀코드	담당팀코드	담당자직원번호	원장변경사유코드	원장변경사유단순내용	삭제여부	최종수정수	처리시각	처리직원번호	최초처리시각	최초처리직원번호	원장기타관리코드
490	G	9dnSO77OE3	9dnSO3Tu0I	00:00.0	00:00.0	6	19	2	19000000		0	발급후 5년	10	1	1	1	1	1	1	1		1	95			00:00.0	1	19000000	19000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	19000000	19000000	00:00.0	0001-01-01 00:00:00.000000	99002			99002	11	실행에 의한 변경	N	7	58:58.4	99002	40:41.2	99002	2
491	G	9de1OWSrNL	9cgl2f3BSr	00:00.0	00:00.0	6	21	1	630000000	1	1	발급후1년	10	1	1	1	1	2	1	1	1	1	90	30	7	00:00.0	1	630000000	630000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	630000000	0	00:00.0	00:00.0	4351	1	1	4351	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	15	58:57.7	4351	35:51.9	3949
492	G	9dnSPTmhq9	9cgl2f3BSr	00:00.0	00:00.0	6	14	1	1000000000	1	1	발급후1년	10	1	4	1	10	2	3	2	1	1	100	8	11	00:00.0	1	1000000000	1000000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	1000000000	1000000000	00:00.0	0001-01-01 00:00:00.000000	4351	1	1	4351	11	실행에 의한 변경	N	7	58:57.7	4351	52:24.6	4351
493	G	9de1OXsBD2	9cgl2f3BSr	00:00.0	00:00.0	6	21	1	500000000	1	1	발급 후 1년	10	1	1	1	10	2	1	1	1	1	100	30	7	00:00.0	1	500000000	500000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	500000000	0	00:00.0	00:00.0	4351	1	1	4351	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	12	58:57.7	4351	36:00.6	3949
494	G	9c85GVCEWV	9bGGninYcV	00:00.0	00:00.0	6	20	1	285000000	1	5	발급후5년	10	1	1	1	1	1	2	2	1	1	95	30	7	00:00.0	1	285000000	285000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	285000000	243200000	00:00.0	0001-01-01 00:00:00.000000	4844	3	3	4844	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	20	58:56.1	99023	18:37.6	3323
495	G	9deOiwpM6m	aaaaabtYTI	00:00.0	00:00.0	6	19	1	285000000	1	1	보증서 발급일로부터 1년	10	1	1	1	1	1	1	1	1	1	95	30	7	00:00.0	1	285000000	285000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	285000000	285000000	00:00.0	0001-01-01 00:00:00.000000	5399	1	1	5389	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	20	58:52.5	9C635	14:01.4	5399
496	G	9cWL55vaZB	9cVoSntTYV	00:00.0	00:00.0	6	19	1	90000000	1	1	일년	10	1	1	1	6	1	1	1	1	1	90	45	11	00:00.0	1	90000000	90000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	90000000	90000000	00:00.0	0001-01-01 00:00:00.000000	2091	3	1	4625	11	실행/해지에 의한 잔액 및 진행상태코드 갱신	N	29	58:50.9	9C628	26:27.4	3239
497	G	9cWZyvCoSQ	aaaaaamOm9	00:00.0	00:00.0	6	14	1	170000000	1	1	발급후1년	10	1	3	1	10	2	3	2	1	1	100	8	11	00:00.0	1	170000000	170000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	170000000	170000000	00:00.0	0001-01-01 00:00:00.000000	9A545	2	2	5132	5	조건변경실행에 의한 변경	N	28	58:46.7	5132	47:07.8	9A545
498	G	9dm0jmvnvA	9bwphcfSoa	00:00.0	00:00.0	6	14	1	190000000	1	5	발급후5년	10	1	1	1	1	1	1	1	1	1	95	30	7	00:00.0	1	190000000	190000000	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	00:00.0	00:00.0	00:00.0	190000000	190000000	00:00.0	0001-01-01 00:00:00.000000	6061	3	3	6061	11	실행에 의한 변경	N	17	58:39.1	6061	35:29.2	3723
499	G	9dmVIqYUx0	aaaaaaA2E6	00:00.0	00:00.0	1	13	1	450000000	1	1	보증서 발급일로부터 1년	10	1	1	1	1	2	2	2	1	1	90			0001-01-01 00:00:00.000000		0	0	<NA>	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	4910	3	3	4910	99	접수에 의한 변경	N	5	58:34.1	4910	04:59.0	3723

Overview

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Most occurring scripts

Most frequent character per script

Latin

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Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

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ASCII

None

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