gimi9 Pandas Profiling

Dataset statistics

Number of variables	42
Number of observations	500
Missing cells	546
Missing cells (%)	2.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	169.1 KiB
Average record size in memory	346.3 B

Variable types

Categorical	26
Text	7
Numeric	7
Unsupported	1
Boolean	1

Dataset

Description	해당 파일 데이터는 신용보증기금의 보증접수신용보증상세에 대한 정보를 확인하실 수 있는 자료이니 데이터 활용에 참고하여 주시기 바랍니다.
Author	신용보증기금
URL	https://www.data.go.kr/data/15092854/fileData.do

Alerts

`업무구분코드` has constant value ""	Constant
`접수채널구분코드` has constant value ""	Constant
`피보증인변경일자` has constant value ""	Constant
`이행장기지연사유코드` has constant value ""	Constant
`기보증포함운용여부` is highly imbalanced (96.2%)	Imbalance
`원화외화구분코드` is highly imbalanced (97.9%)	Imbalance
`적용환율구분코드` is highly imbalanced (97.9%)	Imbalance
`지급보증상대처구분코드` is highly imbalanced (88.2%)	Imbalance
`담보취득조건코드` is highly imbalanced (91.7%)	Imbalance
`주채무과목코드` is highly imbalanced (74.0%)	Imbalance
`주채무인수구분코드` is highly imbalanced (89.8%)	Imbalance
`마켓플레이스코드` is highly imbalanced (89.3%)	Imbalance
`보증심사신용등급코드` is highly imbalanced (91.9%)	Imbalance
`정책자금소관구분코드` is highly imbalanced (89.4%)	Imbalance
`자금소관부처코드` is highly imbalanced (93.4%)	Imbalance
`중소기업지원사업명` is highly imbalanced (68.2%)	Imbalance
`정책자금집행기관명` is highly imbalanced (68.2%)	Imbalance
`삭제여부` is highly imbalanced (91.9%)	Imbalance
`주채무과목명` has 22 (4.4%) missing values	Missing
`주채무미확정신청기한명` has 24 (4.8%) missing values	Missing
`처리지연사유내용` has 500 (100.0%) missing values	Missing
`원장번호` has unique values	Unique
`처리지연사유내용` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`포함기보증금액` has 379 (75.8%) zeros	Zeros
`순보증사용일수` has 246 (49.2%) zeros	Zeros
`순보증사용년수` has 276 (55.2%) zeros	Zeros
`주채무승인금액` has 181 (36.2%) zeros	Zeros
`주채무실행금액` has 268 (53.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 22:58:18.022771
Analysis finished	2023-12-12 22:58:18.529605
Duration	0.51 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%

원장번호
Text

UNIQUE

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

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	6000
Distinct characters	35
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	500 ?
Unique (%)	100.0%

Sample

1st row	TBF202110056
2nd row	TQD202103509
3rd row	TAW202105034
4th row	TQK202102777
5th row	TBG202104021

Value	Count	Frequency (%)
tbf202110056	1	0.2%
tah202104880	1	0.2%
tbg202103962	1	0.2%
tme202106023	1	0.2%
tia202103802	1	0.2%
tis202101789	1	0.2%
tnd201700499	1	0.2%
tmk202100680	1	0.2%
tpl201500824	1	0.2%
tbh202103528	1	0.2%
Other values (490)	490	98.0%

Most occurring characters

Value	Count	Frequency (%)
0	1360	22.7%
2	1078	18.0%
1	681	11.3%
T	493	8.2%
3	240	4.0%
5	233	3.9%
9	209	3.5%
6	187	3.1%
4	186	3.1%
A	178	3.0%
Other values (25)	1155	19.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4500	75.0%
Uppercase Letter	1500	25.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	493	32.9%
A	178	11.9%
H	123	8.2%
P	72	4.8%
I	70	4.7%
B	66	4.4%
O	49	3.3%
Q	49	3.3%
J	46	3.1%
M	42	2.8%
Other values (15)	312	20.8%

Decimal Number

Value	Count	Frequency (%)
0	1360	30.2%
2	1078	24.0%
1	681	15.1%
3	240	5.3%
5	233	5.2%
9	209	4.6%
6	187	4.2%
4	186	4.1%
8	172	3.8%
7	154	3.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	4500	75.0%
Latin	1500	25.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	493	32.9%
A	178	11.9%
H	123	8.2%
P	72	4.8%
I	70	4.7%
B	66	4.4%
O	49	3.3%
Q	49	3.3%
J	46	3.1%
M	42	2.8%
Other values (15)	312	20.8%

Common

Value	Count	Frequency (%)
0	1360	30.2%
2	1078	24.0%
1	681	15.1%
3	240	5.3%
5	233	5.2%
9	209	4.6%
6	187	4.2%
4	186	4.1%
8	172	3.8%
7	154	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1360	22.7%
2	1078	18.0%
1	681	11.3%
T	493	8.2%
3	240	4.0%
5	233	3.9%
9	209	3.5%
6	187	3.1%
4	186	3.1%
A	178	3.0%
Other values (25)	1155	19.2%

기보증포함운용여부
Categorical

IMBALANCE

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

	498
Y	2

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
	498	99.6%
Y	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
y	2	100.0%

포함기보증금액
Real number (ℝ)

ZEROS

Distinct	92
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52222785

Minimum	0
Maximum	1.5383203 × 10⁹
Zeros	379
Zeros (%)	75.8%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.856 × 10⁸
Maximum	1.5383203 × 10⁹
Range	1.5383203 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.5872681 × 10⁸
Coefficient of variation (CV)	3.0394168
Kurtosis	34.771155
Mean	52222785
Median Absolute Deviation (MAD)	0
Skewness	5.2548456
Sum	2.6111392 × 10¹⁰
Variance	2.51942 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	379	75.8%
100000000	10	2.0%
180000000	7	1.4%
270000000	4	0.8%
300000000	3	0.6%
297000000	3	0.6%
285000000	3	0.6%
90000000	2	0.4%
117000000	2	0.4%
229500000	2	0.4%
Other values (82)	85	17.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	379	75.8%
8500000	1	0.2%
9072000	1	0.2%
9600000	1	0.2%
14400000	1	0.2%
16200000	1	0.2%
17000000	1	0.2%
18700000	1	0.2%
19000000	1	0.2%
21600000	1	0.2%

Value	Count	Frequency (%)
1538320320	1	0.2%
1350000000	1	0.2%
1100000000	1	0.2%
1080000000	1	0.2%
1000000000	1	0.2%
722500000	1	0.2%
688000000	1	0.2%
680000000	1	0.2%
640000000	1	0.2%
555000000	1	0.2%

보증서형태코드
Categorical

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

2	347
1	152
	1

Length

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

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
2	347	69.4%
1	152	30.4%
	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	347	69.5%
1	152	30.5%

전자보증발급상태코드
Categorical

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

21	233
	229
12	23
11	15

Length

Max length	2
Median length	2
Mean length	1.542
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	11
2nd row	12
3rd row
4th row	11
5th row

Common Values

Value	Count	Frequency (%)
21	233	46.6%
	229	45.8%
12	23	4.6%
11	15	3.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
21	233	86.0%
12	23	8.5%
11	15	5.5%

보증서발급일자
Categorical

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

0001-01-01 00:00:00.000000	395
00:00.0	105

Length

Max length	26
Median length	26
Mean length	22.01
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	395	79.0%
00:00.0	105	21.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0001-01-01	395	44.1%
00:00:00.000000	395	44.1%
00:00.0	105	11.7%

순보증사용일수
Real number (ℝ)

ZEROS

Distinct	224
Distinct (%)	44.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1451.68

Minimum	0
Maximum	10141
Zeros	246
Zeros (%)	49.2%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	12.5
Q3	2861
95-th percentile	5638.1
Maximum	10141
Range	10141
Interquartile range (IQR)	2861

Descriptive statistics

Standard deviation	2064.0519
Coefficient of variation (CV)	1.4218367
Kurtosis	1.6537881
Mean	1451.68
Median Absolute Deviation (MAD)	12.5
Skewness	1.4798573
Sum	725840
Variance	4260310.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	246	49.2%
2222	4	0.8%
2612	3	0.6%
794	3	0.6%
3252	2	0.4%
3152	2	0.4%
4795	2	0.4%
3491	2	0.4%
354	2	0.4%
5	2	0.4%
Other values (214)	232	46.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	246	49.2%
2	1	0.2%
5	2	0.4%
8	1	0.2%
17	1	0.2%
19	1	0.2%
45	1	0.2%
88	1	0.2%
132	2	0.4%
133	1	0.2%

Value	Count	Frequency (%)
10141	1	0.2%
9345	1	0.2%
8692	1	0.2%
8572	1	0.2%
8238	1	0.2%
8173	1	0.2%
8038	1	0.2%
7704	1	0.2%
7658	1	0.2%
7183	1	0.2%

순보증사용년수
Real number (ℝ)

ZEROS

Distinct	26
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.694

Minimum	0
Maximum	27
Zeros	276
Zeros (%)	55.2%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7
95-th percentile	15.05
Maximum	27
Range	27
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	5.4585672
Coefficient of variation (CV)	1.4776847
Kurtosis	1.9783881
Mean	3.694
Median Absolute Deviation (MAD)	0
Skewness	1.5659227
Sum	1847
Variance	29.795956
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	276	55.2%
7	28	5.6%
9	23	4.6%
2	18	3.6%
3	18	3.6%
8	17	3.4%
4	17	3.4%
1	14	2.8%
11	13	2.6%
6	10	2.0%
Other values (16)	66	13.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	276	55.2%
1	14	2.8%
2	18	3.6%
3	18	3.6%
4	17	3.4%
5	8	1.6%
6	10	2.0%
7	28	5.6%
8	17	3.4%
9	23	4.6%

Value	Count	Frequency (%)
27	1	0.2%
25	1	0.2%
23	2	0.4%
22	3	0.6%
21	1	0.2%
20	1	0.2%
19	2	0.4%
18	3	0.6%
17	8	1.6%
16	3	0.6%

원화외화구분코드
Categorical

IMBALANCE

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

1	499
2	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	499	99.8%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	499	99.8%
2	1	0.2%

적용환율구분코드
Categorical

IMBALANCE

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

	499
1	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
3rd row
4th row
5th row

Common Values

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

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1	100.0%

지급보증상대처구분코드
Categorical

IMBALANCE

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

	492
1	8

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
	492	98.4%
1	8	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	8	100.0%

담보취득조건코드
Categorical

IMBALANCE

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

	488
2	9
4	1
1	1
3	1

Length

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

Unique

Unique	3 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
	488	97.6%
2	9	1.8%
4	1	0.2%
1	1	0.2%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	9	75.0%
4	1	8.3%
1	1	8.3%
3	1	8.3%

접수채널구분코드
Categorical

CONSTANT

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

1	500

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	500	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	500	100.0%

주채무과목코드
Categorical

IMBALANCE

Distinct	17
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	428
	19
9	12
24	11
23	6
Other values (12)	24

Length

Max length	2
Median length	1
Mean length	1.076
Min length	1

Unique

Unique	7 ?
Unique (%)	1.4%

Sample

1st row	9
2nd row	9
3rd row	1
4th row	1
5th row	68

Common Values

Value	Count	Frequency (%)
1	428	85.6%
	19	3.8%
9	12	2.4%
24	11	2.2%
23	6	1.2%
68	5	1.0%
10	5	1.0%
5	3	0.6%
D3	2	0.4%
21	2	0.4%
Other values (7)	7	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	428	89.0%
9	12	2.5%
24	11	2.3%
23	6	1.2%
68	5	1.0%
10	5	1.0%
5	3	0.6%
d3	2	0.4%
21	2	0.4%
26	1	0.2%
Other values (6)	6	1.2%

주채무과목명
Text

MISSING

Distinct	87
Distinct (%)	18.2%
Missing	22
Missing (%)	4.4%
Memory size	4.0 KiB

Length

Max length	32
Median length	30
Mean length	9.9246862
Min length	1

Characters and Unicode

Total characters	4744
Distinct characters	142
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	55 ?
Unique (%)	11.5%

Sample

1st row	<기시>일반자금대출(일시상환)
2nd row	기업시설중장기일반대출
3rd row	기업일반운전자금대출
4th row	기업일반자금대출
5th row

Value	Count	Frequency (%)
중소기업자금대출	104	20.3%
기업일반자금대출	73	14.2%
일반자금대출	44	8.6%
기업일반운전자금대출	38	7.4%
기업운전일반자금대출	26	5.1%
대출	22	4.3%
소상공인	20	3.9%
기운>일반자금대출(일시상환	20	3.9%
중소기업자금회전대출	12	2.3%
기운>일반자금대출(분할상환	11	2.1%
Other values (79)	143	27.9%

Most occurring characters

Value	Count	Frequency (%)
대	441	9.3%
출	436	9.2%
금	415	8.7%
자	411	8.7%
기	365	7.7%
일	326	6.9%
업	299	6.3%
반	283	6.0%
	222	4.7%
운	161	3.4%
Other values (132)	1385	29.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4116	86.8%
Space Separator	223	4.7%
Math Symbol	102	2.2%
Open Punctuation	93	2.0%
Close Punctuation	89	1.9%
Uppercase Letter	61	1.3%
Decimal Number	31	0.7%
Dash Punctuation	16	0.3%
Other Punctuation	10	0.2%
Connector Punctuation	3	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
대	441	10.7%
출	436	10.6%
금	415	10.1%
자	411	10.0%
기	365	8.9%
일	326	7.9%
업	299	7.3%
반	283	6.9%
운	161	3.9%
소	153	3.7%
Other values (95)	826	20.1%

Uppercase Letter

Value	Count	Frequency (%)
B	13	21.3%
U	7	11.5%
C	5	8.2%
E	5	8.2%
X	4	6.6%
T	4	6.6%
Ｃ	3	4.9%
Ｅ	3	4.9%
Ｂ	3	4.9%
Ｕ	3	4.9%
Other values (7)	11	18.0%

Decimal Number

Value	Count	Frequency (%)
2	13	41.9%
1	12	38.7%
0	4	12.9%
２	1	3.2%
１	1	3.2%

Other Punctuation

Value	Count	Frequency (%)
/	4	40.0%
*	3	30.0%
／	2	20.0%
＆	1	10.0%

Space Separator

Value	Count	Frequency (%)
	222	99.6%
	1	0.4%

Open Punctuation

Value	Count	Frequency (%)
(	86	92.5%
（	7	7.5%

Close Punctuation

Value	Count	Frequency (%)
)	83	93.3%
）	6	6.7%

Math Symbol

Value	Count	Frequency (%)
<	51	50.0%
>	51	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	12	75.0%
－	4	25.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4116	86.8%
Common	567	12.0%
Latin	61	1.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
대	441	10.7%
출	436	10.6%
금	415	10.1%
자	411	10.0%
기	365	8.9%
일	326	7.9%
업	299	7.3%
반	283	6.9%
운	161	3.9%
소	153	3.7%
Other values (95)	826	20.1%

Common

Value	Count	Frequency (%)
	222	39.2%
(	86	15.2%
)	83	14.6%
<	51	9.0%
>	51	9.0%
2	13	2.3%
-	12	2.1%
1	12	2.1%
（	7	1.2%
）	6	1.1%
Other values (10)	24	4.2%

Latin

Value	Count	Frequency (%)
B	13	21.3%
U	7	11.5%
C	5	8.2%
E	5	8.2%
X	4	6.6%
T	4	6.6%
Ｃ	3	4.9%
Ｅ	3	4.9%
Ｂ	3	4.9%
Ｕ	3	4.9%
Other values (7)	11	18.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4116	86.8%
ASCII	590	12.4%
None	38	0.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
대	441	10.7%
출	436	10.6%
금	415	10.1%
자	411	10.0%
기	365	8.9%
일	326	7.9%
업	299	7.3%
반	283	6.9%
운	161	3.9%
소	153	3.7%
Other values (95)	826	20.1%

ASCII

Value	Count	Frequency (%)
	222	37.6%
(	86	14.6%
)	83	14.1%
<	51	8.6%
>	51	8.6%
2	13	2.2%
B	13	2.2%
-	12	2.0%
1	12	2.0%
U	7	1.2%
Other values (12)	40	6.8%

None

Value	Count	Frequency (%)
（	7	18.4%
）	6	15.8%
－	4	10.5%
Ｃ	3	7.9%
Ｅ	3	7.9%
Ｂ	3	7.9%
Ｕ	3	7.9%
／	2	5.3%
２	1	2.6%
１	1	2.6%
Other values (5)	5	13.2%

주채무미확정신청기한명
Text

MISSING

Distinct	53
Distinct (%)	11.1%
Missing	24
Missing (%)	4.8%
Memory size	4.0 KiB

Length

Max length	36
Median length	5
Mean length	6.1491597
Min length	1

Characters and Unicode

Total characters	2927
Distinct characters	40
Distinct categories	3 ?
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	34 ?
Unique (%)	7.1%

Sample

1st row	발급후3년
2nd row	발급후3년
3rd row	발급후 5년
4th row	발급후5년
5th row	발급후 5년

Value	Count	Frequency (%)
발급후1년	214	30.0%
발급후	111	15.5%
5년	95	13.3%
1년	89	12.5%
보증서	46	6.4%
발급일로부터	46	6.4%
취급후	16	2.2%
발급후3년	15	2.1%
취급후1년	8	1.1%
１년	7	1.0%
Other values (37)	67	9.4%

Most occurring characters

Value	Count	Frequency (%)
년	467	16.0%
급	445	15.2%
발	411	14.0%
후	395	13.5%
1	331	11.3%
	266	9.1%
5	104	3.6%
일	62	2.1%
로	55	1.9%
부	55	1.9%
Other values (30)	336	11.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2155	73.6%
Decimal Number	504	17.2%
Space Separator	268	9.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
년	467	21.7%
급	445	20.6%
발	411	19.1%
후	395	18.3%
일	62	2.9%
로	55	2.6%
부	55	2.6%
터	55	2.6%
보	54	2.5%
증	54	2.5%
Other values (16)	102	4.7%

Decimal Number

Value	Count	Frequency (%)
1	331	65.7%
5	104	20.6%
3	19	3.8%
2	17	3.4%
１	14	2.8%
0	10	2.0%
５	3	0.6%
8	2	0.4%
０	1	0.2%
２	1	0.2%
Other values (2)	2	0.4%

Space Separator

Value	Count	Frequency (%)
	266	99.3%
	2	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2155	73.6%
Common	772	26.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
년	467	21.7%
급	445	20.6%
발	411	19.1%
후	395	18.3%
일	62	2.9%
로	55	2.6%
부	55	2.6%
터	55	2.6%
보	54	2.5%
증	54	2.5%
Other values (16)	102	4.7%

Common

Value	Count	Frequency (%)
1	331	42.9%
	266	34.5%
5	104	13.5%
3	19	2.5%
2	17	2.2%
１	14	1.8%
0	10	1.3%
５	3	0.4%
	2	0.3%
8	2	0.3%
Other values (4)	4	0.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2155	73.6%
ASCII	751	25.7%
None	21	0.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
년	467	21.7%
급	445	20.6%
발	411	19.1%
후	395	18.3%
일	62	2.9%
로	55	2.6%
부	55	2.6%
터	55	2.6%
보	54	2.5%
증	54	2.5%
Other values (16)	102	4.7%

ASCII

Value	Count	Frequency (%)
1	331	44.1%
	266	35.4%
5	104	13.8%
3	19	2.5%
2	17	2.3%
0	10	1.3%
8	2	0.3%
4	1	0.1%
9	1	0.1%

None

Value	Count	Frequency (%)
１	14	66.7%
５	3	14.3%
	2	9.5%
０	1	4.8%
２	1	4.8%

주채무신청금액
Real number (ℝ)

Distinct	114
Distinct (%)	22.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6716747 × 10⁸

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

Quantile statistics

Minimum	0
5-th percentile	15000000
Q1	50000000
median	1.5 × 10⁸
Q3	3 × 10⁸
95-th percentile	8.11 × 10⁸
Maximum	4.5 × 10⁹
Range	4.5 × 10⁹
Interquartile range (IQR)	2.5 × 10⁸

Descriptive statistics

Standard deviation	4.3810437 × 10⁸
Coefficient of variation (CV)	1.6398118
Kurtosis	36.331026
Mean	2.6716747 × 10⁸
Median Absolute Deviation (MAD)	1.3 × 10⁸
Skewness	5.2198909
Sum	1.3358374 × 10¹¹
Variance	1.9193544 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000000	67	13.4%
300000000	63	12.6%
100000000	62	12.4%
200000000	35	7.0%
10000000	20	4.0%
330000000	20	4.0%
50000000	19	3.8%
150000000	18	3.6%
500000000	15	3.0%
250000000	7	1.4%
Other values (104)	174	34.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.2%
9000000	1	0.2%
10000000	20	4.0%
11000000	1	0.2%
13000000	1	0.2%
15000000	3	0.6%
17000000	1	0.2%
18000000	1	0.2%
20000000	67	13.4%
22000000	1	0.2%

Value	Count	Frequency (%)
4500000000	1	0.2%
4000000000	1	0.2%
3000000000	2	0.4%
2500000000	2	0.4%
2000000000	1	0.2%
1765837200	1	0.2%
1680000000	1	0.2%
1650000000	1	0.2%
1550000000	1	0.2%
1520000000	1	0.2%

주채무승인금액
Real number (ℝ)

ZEROS

Distinct	93
Distinct (%)	18.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9940347 × 10⁸

Minimum	0
Maximum	4.5 × 10⁹
Zeros	181
Zeros (%)	36.2%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1 × 10⁸
Q3	2.85875 × 10⁸
95-th percentile	7 × 10⁸
Maximum	4.5 × 10⁹
Range	4.5 × 10⁹
Interquartile range (IQR)	2.85875 × 10⁸

Descriptive statistics

Standard deviation	3.9675534 × 10⁸
Coefficient of variation (CV)	1.9897113
Kurtosis	42.232705
Mean	1.9940347 × 10⁸
Median Absolute Deviation (MAD)	1 × 10⁸
Skewness	5.5293983
Sum	9.9701737 × 10¹⁰
Variance	1.574148 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	181	36.2%
100000000	45	9.0%
300000000	44	8.8%
200000000	28	5.6%
50000000	19	3.8%
150000000	16	3.2%
330000000	13	2.6%
500000000	10	2.0%
400000000	6	1.2%
250000000	5	1.0%
Other values (83)	133	26.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	181	36.2%
9000000	1	0.2%
10000000	1	0.2%
11000000	1	0.2%
13000000	1	0.2%
17000000	1	0.2%
18000000	1	0.2%
20000000	1	0.2%
26000000	1	0.2%
27000000	3	0.6%

Value	Count	Frequency (%)
4500000000	1	0.2%
3000000000	2	0.4%
2500000000	2	0.4%
1765837200	1	0.2%
1680000000	1	0.2%
1650000000	1	0.2%
1520000000	1	0.2%
1500000000	2	0.4%
1375000000	1	0.2%
1350000000	1	0.2%

주채무실행입력일자
Categorical

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

0001-01-01 00:00:00.000000	268
00:00.0	232

Length

Max length	26
Median length	26
Mean length	17.184
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	268	53.6%
00:00.0	232	46.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0001-01-01	268	34.9%
00:00:00.000000	268	34.9%
00:00.0	232	30.2%

주채무실행일자
Categorical

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

0001-01-01 00:00:00.000000	268
00:00.0	232

Length

Max length	26
Median length	26
Mean length	17.184
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	268	53.6%
00:00.0	232	46.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0001-01-01	268	34.9%
00:00:00.000000	268	34.9%
00:00.0	232	30.2%

주채무실행금액
Real number (ℝ)

ZEROS

Distinct	72
Distinct (%)	14.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0859483 × 10⁸

Minimum	0
Maximum	3 × 10⁹
Zeros	268
Zeros (%)	53.6%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1.3 × 10⁸
95-th percentile	4.072 × 10⁸
Maximum	3 × 10⁹
Range	3 × 10⁹
Interquartile range (IQR)	1.3 × 10⁸

Descriptive statistics

Standard deviation	2.4226664 × 10⁸
Coefficient of variation (CV)	2.2309223
Kurtosis	53.994548
Mean	1.0859483 × 10⁸
Median Absolute Deviation (MAD)	0
Skewness	6.0190741
Sum	5.4297416 × 10¹⁰
Variance	5.8693123 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	268	53.6%
300000000	29	5.8%
100000000	26	5.2%
200000000	25	5.0%
50000000	17	3.4%
20000000	16	3.2%
150000000	9	1.8%
330000000	8	1.6%
10000000	7	1.4%
110000000	5	1.0%
Other values (62)	90	18.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	268	53.6%
10000000	7	1.4%
11000000	1	0.2%
20000000	16	3.2%
26000000	1	0.2%
27000000	2	0.4%
30000000	3	0.6%
35000000	1	0.2%
38000000	2	0.4%
40000000	2	0.4%

Value	Count	Frequency (%)
3000000000	1	0.2%
1996016100	1	0.2%
1680000000	1	0.2%
1500000000	1	0.2%
1375000000	1	0.2%
850000000	1	0.2%
830000000	1	0.2%
760000000	1	0.2%
750000000	1	0.2%
700000000	2	0.4%

주채무약정기간시작일자
Categorical

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

0001-01-01 00:00:00.000000	268
00:00.0	232

Length

Max length	26
Median length	26
Mean length	17.184
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	268	53.6%
00:00.0	232	46.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0001-01-01	268	34.9%
00:00:00.000000	268	34.9%
00:00.0	232	30.2%

주채무약정기간종료일자
Categorical

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

0001-01-01 00:00:00.000000	260
00:00.0	240

Length

Max length	26
Median length	26
Mean length	16.88
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	260	52.0%
00:00.0	240	48.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0001-01-01	260	34.2%
00:00:00.000000	260	34.2%
00:00.0	240	31.6%

주채무인수구분코드
Categorical

IMBALANCE

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

	490
2	5
1	5

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
	490	98.0%
2	5	1.0%
1	5	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	5	50.0%
1	5	50.0%

피보증인변경일자
Categorical

CONSTANT

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

0001-01-01 00:00:00.000000	500

Length

Max length	26
Median length	26
Mean length	26
Min length	26

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	500	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0001-01-01	500	50.0%
00:00:00.000000	500	50.0%

자동기한연장요청여부
Categorical

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

N	249
	212
Y	39

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
N	249	49.8%
	212	42.4%
Y	39	7.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	249	86.5%
y	39	13.5%

마켓플레이스코드
Categorical

IMBALANCE

Distinct	9
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

	480
ANYSTL	9
EMTNET	4
BIZCRE	2
HMOBIS	1
Other values (4)	4

Length

Max length	6
Median length	1
Mean length	1.2
Min length	1

Unique

Unique	5 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
	480	96.0%
ANYSTL	9	1.8%
EMTNET	4	0.8%
BIZCRE	2	0.4%
HMOBIS	1	0.2%
KISCOC	1	0.2%
SPLINK	1	0.2%
SKCORP	1	0.2%
SOIL88	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
anystl	9	45.0%
emtnet	4	20.0%
bizcre	2	10.0%
hmobis	1	5.0%
kiscoc	1	5.0%
splink	1	5.0%
skcorp	1	5.0%
soil88	1	5.0%

이행장기지연사유코드
Categorical

CONSTANT

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

	500

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
	500	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
No values found.

보증심사신용등급코드
Categorical

IMBALANCE

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

	488
8	6
6	3
9	1
13	1

Length

Max length	2
Median length	1
Mean length	1.002
Min length	1

Unique

Unique	3 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
	488	97.6%
8	6	1.2%
6	3	0.6%
9	1	0.2%
13	1	0.2%
5	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
8	6	50.0%
6	3	25.0%
9	1	8.3%
13	1	8.3%
5	1	8.3%

정책자금여부
Categorical

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

N	363
	125
Y	12

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
N	363	72.6%
	125	25.0%
Y	12	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	363	96.8%
y	12	3.2%

정책자금소관구분코드
Categorical

IMBALANCE

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

	489
2	9
99	2

Length

Max length	2
Median length	1
Mean length	1.004
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
	489	97.8%
2	9	1.8%
99	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	9	81.8%
99	2	18.2%

자금소관부처코드
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

	489
84	2
99	2
87	1
56	1
Other values (5)	5

Length

Max length	2
Median length	1
Mean length	1.022
Min length	1

Unique

Unique	7 ?
Unique (%)	1.4%

Sample

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

Common Values

Value	Count	Frequency (%)
	489	97.8%
84	2	0.4%
99	2	0.4%
87	1	0.2%
56	1	0.2%
54	1	0.2%
83	1	0.2%
86	1	0.2%
88	1	0.2%
53	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
84	2	18.2%
99	2	18.2%
87	1	9.1%
56	1	9.1%
54	1	9.1%
83	1	9.1%
86	1	9.1%
88	1	9.1%
53	1	9.1%

중소기업지원사업명
Categorical

IMBALANCE

Distinct	13
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

	296
<NA>	193
2021년도 경상북도 중소기업육성자금	1
2021대전광역시 중소기업 경영안정자금	1
긴급경영안정자금(기술혁신형)	1
Other values (8)	8

Length

Max length	29
Median length	1
Mean length	2.516
Min length	1

Unique

Unique	11 ?
Unique (%)	2.2%

Sample

1st row
2nd row
3rd row	<NA>
4th row
5th row

Common Values

Value	Count	Frequency (%)
	296	59.2%
<NA>	193	38.6%
2021년도 경상북도 중소기업육성자금	1	0.2%
2021대전광역시 중소기업 경영안정자금	1	0.2%
긴급경영안정자금(기술혁신형)	1	0.2%
중소기업육성자금 지원	1	0.2%
2021년도 특별경영안정자금	1	0.2%
수산발전운전자금대출	1	0.2%
2021년 제22차 충청남도 중소기업육성자금 지원기업	1	0.2%
2021년 경영안정자금	1	0.2%
Other values (3)	3	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	193	86.5%
중소기업육성자금	4	1.8%
경영안정자금	4	1.8%
2021년	4	1.8%
중소기업	2	0.9%
지원	2	0.9%
2021년도	2	0.9%
충청남도	1	0.4%
경상남도	1	0.4%
하반기	1	0.4%
Other values (9)	9	4.0%

정책자금집행기관명
Categorical

IMBALANCE

Distinct	13
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

	296
<NA>	193
칠곡군	1
(재)대전일자리경제진흥원	1
충청남도	1
Other values (8)	8

Length

Max length	13
Median length	1
Mean length	2.312
Min length	1

Unique

Unique	11 ?
Unique (%)	2.2%

Sample

1st row
2nd row
3rd row	<NA>
4th row
5th row

Common Values

Value	Count	Frequency (%)
	296	59.2%
<NA>	193	38.6%
칠곡군	1	0.2%
(재)대전일자리경제진흥원	1	0.2%
충청남도	1	0.2%
인천광역시 남동구청	1	0.2%
충청북도기업진흥원	1	0.2%
수협은행	1	0.2%
충청남도경제진흥원장	1	0.2%
전라북도경제통상진흥원	1	0.2%
Other values (3)	3	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	193	93.7%
칠곡군	1	0.5%
재)대전일자리경제진흥원	1	0.5%
충청남도	1	0.5%
인천광역시	1	0.5%
남동구청	1	0.5%
충청북도기업진흥원	1	0.5%
수협은행	1	0.5%
충청남도경제진흥원장	1	0.5%
전라북도경제통상진흥원	1	0.5%
Other values (4)	4	1.9%

처리지연사유내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	500
Missing (%)	100.0%
Memory size	4.5 KiB

삭제여부
Boolean

IMBALANCE

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

False	495
True	5

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	495	99.0%
True	5	1.0%

최종수정수
Real number (ℝ)

Distinct	41
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.888

Minimum	1
Maximum	55
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	6
Q3	12
95-th percentile	26.05
Maximum	55
Range	54
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.9276459
Coefficient of variation (CV)	1.0044606
Kurtosis	3.4392971
Mean	8.888
Median Absolute Deviation (MAD)	5
Skewness	1.667643
Sum	4444
Variance	79.702862
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
1	103	20.6%
2	63	12.6%
9	34	6.8%
10	33	6.6%
3	27	5.4%
5	25	5.0%
4	19	3.8%
8	17	3.4%
11	17	3.4%
6	16	3.2%
Other values (31)	146	29.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	103	20.6%
2	63	12.6%
3	27	5.4%
4	19	3.8%
5	25	5.0%
6	16	3.2%
7	11	2.2%
8	17	3.4%
9	34	6.8%
10	33	6.6%

Value	Count	Frequency (%)
55	1	0.2%
53	1	0.2%
45	1	0.2%
43	1	0.2%
38	2	0.4%
37	1	0.2%
36	1	0.2%
34	1	0.2%
33	2	0.4%
32	1	0.2%

처리시각
Text

Distinct	495
Distinct (%)	99.0%
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	32:46.1
2nd row	32:45.6
3rd row	32:42.9
4th row	32:42.8
5th row	32:38.3

Value	Count	Frequency (%)
16:06.4	3	0.6%
41:23.0	2	0.4%
31:32.8	2	0.4%
24:11.9	2	0.4%
53:58.5	1	0.2%
51:35.7	1	0.2%
32:46.1	1	0.2%
54:18.9	1	0.2%
54:12.0	1	0.2%
54:03.4	1	0.2%
Other values (485)	485	97.0%

Most occurring characters

Value	Count	Frequency (%)
:	500	14.3%
.	500	14.3%
4	341	9.7%
1	338	9.7%
2	338	9.7%
3	313	8.9%
0	289	8.3%
5	269	7.7%
9	168	4.8%
8	157	4.5%
Other values (2)	287	8.2%

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 (%)
4	341	13.6%
1	338	13.5%
2	338	13.5%
3	313	12.5%
0	289	11.6%
5	269	10.8%
9	168	6.7%
8	157	6.3%
6	148	5.9%
7	139	5.6%

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%
4	341	9.7%
1	338	9.7%
2	338	9.7%
3	313	8.9%
0	289	8.3%
5	269	7.7%
9	168	4.8%
8	157	4.5%
Other values (2)	287	8.2%

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%
4	341	9.7%
1	338	9.7%
2	338	9.7%
3	313	8.9%
0	289	8.3%
5	269	7.7%
9	168	4.8%
8	157	4.5%
Other values (2)	287	8.2%

처리직원번호
Text

Distinct	288
Distinct (%)	57.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	5
Median length	4
Mean length	4.444
Min length	4

Characters and Unicode

Total characters	2222
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	209 ?
Unique (%)	41.8%

Sample

1st row	4882
2nd row	3489
3rd row	99002
4th row	5690
5th row	4216

Value	Count	Frequency (%)
99006	23	4.6%
99016	21	4.2%
99001	21	4.2%
99002	19	3.8%
99023	18	3.6%
99007	14	2.8%
88889	6	1.2%
4493	5	1.0%
6116	4	0.8%
5463	4	0.8%
Other values (278)	365	73.0%

Most occurring characters

Value	Count	Frequency (%)
9	447	20.1%
0	334	15.0%
6	256	11.5%
4	201	9.0%
5	179	8.1%
1	162	7.3%
3	151	6.8%
7	148	6.7%
2	135	6.1%
8	116	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2129	95.8%
Uppercase Letter	93	4.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	447	21.0%
0	334	15.7%
6	256	12.0%
4	201	9.4%
5	179	8.4%
1	162	7.6%
3	151	7.1%
7	148	7.0%
2	135	6.3%
8	116	5.4%

Uppercase Letter

Value	Count	Frequency (%)
C	93	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2129	95.8%
Latin	93	4.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	447	21.0%
0	334	15.7%
6	256	12.0%
4	201	9.4%
5	179	8.4%
1	162	7.6%
3	151	7.1%
7	148	7.0%
2	135	6.3%
8	116	5.4%

Latin

Value	Count	Frequency (%)
C	93	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2222	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	447	20.1%
0	334	15.0%
6	256	11.5%
4	201	9.0%
5	179	8.1%
1	162	7.3%
3	151	6.8%
7	148	6.7%
2	135	6.1%
8	116	5.2%

최초처리시각
Text

Distinct	499
Distinct (%)	99.8%
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	498 ?
Unique (%)	99.6%

Sample

1st row	41:18.2
2nd row	20:34.5
3rd row	32:42.9
4th row	15:02.3
5th row	32:38.3

Value	Count	Frequency (%)
24:50.0	2	0.4%
24:19.5	1	0.2%
57:53.1	1	0.2%
49:45.0	1	0.2%
28:48.6	1	0.2%
48:16.5	1	0.2%
33:53.6	1	0.2%
52:57.8	1	0.2%
40:33.0	1	0.2%
53:51.9	1	0.2%
Other values (489)	489	97.8%

Most occurring characters

Value	Count	Frequency (%)
:	500	14.3%
.	500	14.3%
2	334	9.5%
4	322	9.2%
1	311	8.9%
0	310	8.9%
3	308	8.8%
5	300	8.6%
9	166	4.7%
8	154	4.4%
Other values (2)	295	8.4%

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 (%)
2	334	13.4%
4	322	12.9%
1	311	12.4%
0	310	12.4%
3	308	12.3%
5	300	12.0%
9	166	6.6%
8	154	6.2%
7	152	6.1%
6	143	5.7%

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%
2	334	9.5%
4	322	9.2%
1	311	8.9%
0	310	8.9%
3	308	8.8%
5	300	8.6%
9	166	4.7%
8	154	4.4%
Other values (2)	295	8.4%

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%
2	334	9.5%
4	322	9.2%
1	311	8.9%
0	310	8.9%
3	308	8.8%
5	300	8.6%
9	166	4.7%
8	154	4.4%
Other values (2)	295	8.4%

최초처리직원번호
Text

Distinct	331
Distinct (%)	66.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	5
Median length	4
Mean length	4.27
Min length	4

Characters and Unicode

Total characters	2135
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	253 ?
Unique (%)	50.6%

Sample

1st row	4882
2nd row	4532
3rd row	99002
4th row	3893
5th row	4216

Value	Count	Frequency (%)
99006	20	4.0%
99023	17	3.4%
99002	15	3.0%
99001	12	2.4%
99007	11	2.2%
99016	11	2.2%
4109	4	0.8%
3723	4	0.8%
9c743	4	0.8%
4830	3	0.6%
Other values (321)	399	79.8%

Most occurring characters

Value	Count	Frequency (%)
9	350	16.4%
0	277	13.0%
3	275	12.9%
4	247	11.6%
5	217	10.2%
6	174	8.1%
2	167	7.8%
1	137	6.4%
7	130	6.1%
8	128	6.0%
Other values (3)	33	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2102	98.5%
Uppercase Letter	33	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	350	16.7%
0	277	13.2%
3	275	13.1%
4	247	11.8%
5	217	10.3%
6	174	8.3%
2	167	7.9%
1	137	6.5%
7	130	6.2%
8	128	6.1%

Uppercase Letter

Value	Count	Frequency (%)
C	21	63.6%
B	8	24.2%
A	4	12.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	2102	98.5%
Latin	33	1.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	350	16.7%
0	277	13.2%
3	275	13.1%
4	247	11.8%
5	217	10.3%
6	174	8.3%
2	167	7.9%
1	137	6.5%
7	130	6.2%
8	128	6.1%

Latin

Value	Count	Frequency (%)
C	21	63.6%
B	8	24.2%
A	4	12.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2135	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	350	16.4%
0	277	13.0%
3	275	12.9%
4	247	11.6%
5	217	10.2%
6	174	8.1%
2	167	7.8%
1	137	6.4%
7	130	6.1%
8	128	6.0%
Other values (3)	33	1.5%

First rows
Last rows

	업무구분코드	원장번호	보증서형태코드	전자보증발급상태코드	보증서발급일자	순보증사용일수	순보증사용년수	원화외화구분코드	담보취득조건코드	접수채널구분코드	주채무과목코드	주채무과목명	주채무미확정신청기한명	주채무신청금액	주채무승인금액	주채무실행입력일자	주채무실행일자	주채무실행금액	주채무약정기간시작일자	주채무약정기간종료일자	피보증인변경일자	자동기한연장요청여부	정책자금여부	중소기업지원사업명	정책자금집행기관명	처리지연사유내용	삭제여부	최종수정수	처리시각	처리직원번호	최초처리시각	최초처리직원번호
0	G	TBF202110056	2	11	0001-01-01 00:00:00.000000	88	0	1	4	1	9	<기시>일반자금대출(일시상환)	발급후3년	1200000000	1200000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	N	N			<NA>	N	5	32:46.1	4882	41:18.2	4882
1	G	TQD202103509	2	12	0001-01-01 00:00:00.000000	45	0	1	2	1	9	기업시설중장기일반대출	발급후3년	1520000000	1520000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	Y	N			<NA>	N	7	32:45.6	3489	20:34.5	4532
2	G	TAW202105034	1		0001-01-01 00:00:00.000000	0	0	1		1	1	기업일반운전자금대출	발급후 5년	20000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000			<NA>	<NA>	<NA>	N	1	32:42.9	99002	32:42.9	99002
3	G	TQK202102777	2	11	0001-01-01 00:00:00.000000	2068	5	1		1	1	기업일반자금대출	발급후5년	600000000	600000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	N	N			<NA>	N	7	32:42.8	5690	15:02.3	3893
4	G	TBG202104021	1		0001-01-01 00:00:00.000000	8038	22	1		1	68		<NA>	150000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000					<NA>	N	1	32:38.3	4216	32:38.3	4216
5	G	THD202102068	1		0001-01-01 00:00:00.000000	0	0	1		1	1	기업일반운전자금대출	발급후 5년	10000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000			<NA>	<NA>	<NA>	N	1	32:31.6	99002	32:31.6	99002
6	G	THJ202105947	1		0001-01-01 00:00:00.000000	0	0	1		1	1	소상공인 대출	발급후 5년	20000000	0	00:00.0	00:00.0	20000000	00:00.0	00:00.0	0001-01-01 00:00:00.000000			<NA>	<NA>	<NA>	N	2	32:25.2	99006	57:39.2	99006
7	G	TOA201800221	2	21	00:00.0	0	0	1		1	1	기업운전일반자금대출(통장대출)	승인후 1년	100000000	100000000	00:00.0	00:00.0	100000000	00:00.0	00:00.0	0001-01-01 00:00:00.000000	N	N	<NA>	<NA>	<NA>	N	20	32:21.3	4492	04:38.6	2773
8	G	THI202105790	2		0001-01-01 00:00:00.000000	0	0	1		1	1	일반자금대출	발급후 1년	800000000	800000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000		N			<NA>	N	4	32:19.8	5142	24:16.9	5142
9	G	TBH202103487	1		0001-01-01 00:00:00.000000	0	0	1		1	1	소상공인 대출	발급후 5년	20000000	0	00:00.0	00:00.0	20000000	00:00.0	00:00.0	0001-01-01 00:00:00.000000			<NA>	<NA>	<NA>	N	2	32:15.0	99006	00:03.9	99006

	업무구분코드	원장번호	포함기보증금액	보증서형태코드	전자보증발급상태코드	보증서발급일자	순보증사용일수	순보증사용년수	원화외화구분코드	지급보증상대처구분코드	접수채널구분코드	주채무과목코드	주채무과목명	주채무미확정신청기한명	주채무신청금액	주채무승인금액	주채무실행입력일자	주채무실행일자	주채무실행금액	주채무약정기간시작일자	주채무약정기간종료일자	피보증인변경일자	자동기한연장요청여부	마켓플레이스코드	정책자금여부	중소기업지원사업명	정책자금집행기관명	처리지연사유내용	삭제여부	최종수정수	처리시각	처리직원번호	최초처리시각	최초처리직원번호
490	G	TAH202104812	0	2		0001-01-01 00:00:00.000000	2909	7	1		1	1	중소기업자금회전대출	보증서 발급일로부터 1년	270000000	270000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	N		N			<NA>	N	12	33:19.7	6047	56:09.6	3772
491	G	THJ202003162	270000000	2	21	0001-01-01 00:00:00.000000	1518	4	1		1	1	중소기업자금대출	발급후1년	500000000	500000000	00:00.0	00:00.0	500000000	00:00.0	00:00.0	0001-01-01 00:00:00.000000	N		N			<NA>	N	13	33:12.7	9C661	05:21.3	3564
492	G	TPD201700884	100000000	2	21	00:00.0	726	1	1	1	1	1	우리ＣＵＢＥ론（신규）－운전（일시）	발급후1년	125000000	125000000	00:00.0	00:00.0	125000000	00:00.0	00:00.0	0001-01-01 00:00:00.000000	N		N	<NA>	<NA>	<NA>	N	13	32:53.2	6087	19:04.1	5410
493	G	TMF202102004	96000000	2	11	0001-01-01 00:00:00.000000	5439	14	1		1	24	<기운>B2B구매자금대출(총액중소)	발급후1년	120000000	120000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	N	SOIL88	N			<NA>	N	5	32:49.1	5987	19:39.2	5987
494	G	TQL202001319	349600000	2	21	0001-01-01 00:00:00.000000	7183	19	1		1	1	기업일반운전자금	발급후 1년	437000000	437000000	00:00.0	00:00.0	437000000	00:00.0	00:00.0	0001-01-01 00:00:00.000000	N		N			<NA>	N	8	32:06.1	6145	28:26.7	9C043
495	G	TAP202103907	0	2	12	0001-01-01 00:00:00.000000	0	0	1		1	1	<기운>일반자금대출(일시상환)	발급후1년	50000000	50000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	Y		N			<NA>	N	5	31:33.6	4043	48:04.9	4043
496	G	TMB202103700	0	1		0001-01-01 00:00:00.000000	0	0	1		1	1	<기운>일반자금대출(분할상환) 소상	발급후 5년	20000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000				<NA>	<NA>	<NA>	N	1	31:28.4	99016	31:28.4	99016
497	G	TAD202103823	0	2		0001-01-01 00:00:00.000000	0	0	1		1	1	중소기업자금대출	발급후1년	100000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000	0001-01-01 00:00:00.000000			N			<NA>	N	2	31:08.5	5405	24:59.8	5405
498	G	TME202106006	0	1		0001-01-01 00:00:00.000000	0	0	1		1	1	소상공인 대출	발급후 5년	20000000	0	00:00.0	00:00.0	20000000	00:00.0	00:00.0	0001-01-01 00:00:00.000000				<NA>	<NA>	<NA>	N	2	31:02.7	99006	47:48.5	99006
499	G	TAD201800925	228000000	2	21	00:00.0	2359	6	1		1	1	기업일반자금대출	발급후1년	285000000	285000000	00:00.0	00:00.0	285000000	00:00.0	00:00.0	0001-01-01 00:00:00.000000	N		N	<NA>	<NA>	<NA>	N	14	30:56.9	5400	17:44.1	5585

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Common Values (Plot)

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Common Values (Plot)

Common Values

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Common Values (Plot)

Common Values

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Common Values (Plot)

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Hangul

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Most occurring characters

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Other Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

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