gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	500
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	1
Duplicate rows (%)	0.2%
Total size in memory	49.0 KiB
Average record size in memory	100.3 B

Variable types

Text	5
Numeric	4
Categorical	3

Dataset

Description	해당 파일 데이터는 신용보증기금의 보증접수상담관계에 대한 정보를 확인하실 수 있는 자료이니 데이터 활용에 참고하여 주시기 바랍니다.
Author	신용보증기금
URL	https://www.data.go.kr/data/15092871/fileData.do

Alerts

`업무구분코드` has constant value ""	Constant
`유효개시일자` has constant value ""	Constant
`유효종료일자` has constant value ""	Constant
Dataset has 1 (0.2%) duplicate rows	Duplicates
`상담원장역할관계코드` is highly overall correlated with `관련금액`	High correlation
`관련금액` is highly overall correlated with `상담원장역할관계코드`	High correlation
`관련금액` has 446 (89.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 03:08:47.444852
Analysis finished	2023-12-12 03:08:50.589544
Duration	3.14 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

상담ID
Text

Distinct	232
Distinct (%)	46.4%
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	47 ?
Unique (%)	9.4%

Sample

1st row	9dnlkd3D0b
2nd row	9dnSZ3cc0s
3rd row	9dnSMPA07I
4th row	9dnSMPA07I
5th row	9dnMQG9LIQ

Value	Count	Frequency (%)
9dnskkckxu	5	1.0%
9dngtdwbuv	5	1.0%
9dnlayixof	5	1.0%
9dnsv24aib	5	1.0%
9dmpk1oano	5	1.0%
9dnsosf8r3	4	0.8%
9dnsyihcl7	4	0.8%
9dndnjhxhw	4	0.8%
9dnstpcwtg	4	0.8%
9dnsp5spt6	4	0.8%
Other values (222)	455	91.0%

Most occurring characters

Value	Count	Frequency (%)
d	549	11.0%
9	528	10.6%
n	511	10.2%
S	224	4.5%
M	116	2.3%
X	86	1.7%
D	86	1.7%
L	81	1.6%
J	80	1.6%
O	77	1.5%
Other values (52)	2662	53.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2259	45.2%
Uppercase Letter	1779	35.6%
Decimal Number	962	19.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	549	24.3%
n	511	22.6%
m	73	3.2%
i	71	3.1%
v	70	3.1%
l	66	2.9%
p	63	2.8%
z	62	2.7%
t	59	2.6%
u	56	2.5%
Other values (16)	679	30.1%

Uppercase Letter

Value	Count	Frequency (%)
S	224	12.6%
M	116	6.5%
X	86	4.8%
D	86	4.8%
L	81	4.6%
J	80	4.5%
O	77	4.3%
W	76	4.3%
N	75	4.2%
A	74	4.2%
Other values (16)	804	45.2%

Decimal Number

Value	Count	Frequency (%)
9	528	54.9%
1	60	6.2%
2	59	6.1%
4	56	5.8%
3	54	5.6%
5	54	5.6%
7	46	4.8%
0	37	3.8%
6	34	3.5%
8	34	3.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4038	80.8%
Common	962	19.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	549	13.6%
n	511	12.7%
S	224	5.5%
M	116	2.9%
X	86	2.1%
D	86	2.1%
L	81	2.0%
J	80	2.0%
O	77	1.9%
W	76	1.9%
Other values (42)	2152	53.3%

Common

Value	Count	Frequency (%)
9	528	54.9%
1	60	6.2%
2	59	6.1%
4	56	5.8%
3	54	5.6%
5	54	5.6%
7	46	4.8%
0	37	3.8%
6	34	3.5%
8	34	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	549	11.0%
9	528	10.6%
n	511	10.2%
S	224	4.5%
M	116	2.3%
X	86	1.7%
D	86	1.7%
L	81	1.6%
J	80	1.6%
O	77	1.5%
Other values (52)	2662	53.2%

상담원장역할관계코드
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.952

Minimum	1
Maximum	112
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	105
Maximum	112
Range	111
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	33.360569
Coefficient of variation (CV)	2.5757079
Kurtosis	3.9669769
Mean	12.952
Median Absolute Deviation (MAD)	0
Skewness	2.4385326
Sum	6476
Variance	1112.9276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	443	88.6%
105	47	9.4%
112	4	0.8%
110	3	0.6%
107	2	0.4%
106	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	443	88.6%
105	47	9.4%
106	1	0.2%
107	2	0.4%
110	3	0.6%
112	4	0.8%

Value	Count	Frequency (%)
112	4	0.8%
110	3	0.6%
107	2	0.4%
106	1	0.2%
105	47	9.4%
1	443	88.6%

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%

이력일련번호
Real number (ℝ)

Distinct	11
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.316

Minimum	1
Maximum	21
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	5
95-th percentile	9
Maximum	21
Range	20
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.5952741
Coefficient of variation (CV)	1.0842202
Kurtosis	5.4611491
Mean	3.316
Median Absolute Deviation (MAD)	0
Skewness	2.1456257
Sum	1658
Variance	12.925996
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	277	55.4%
3	75	15.0%
5	59	11.8%
7	38	7.6%
9	28	5.6%
11	8	1.6%
17	5	1.0%
19	3	0.6%
15	3	0.6%
13	2	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	277	55.4%
3	75	15.0%
5	59	11.8%
7	38	7.6%
9	28	5.6%
11	8	1.6%
13	2	0.4%
15	3	0.6%
17	5	1.0%
19	3	0.6%

Value	Count	Frequency (%)
21	2	0.4%
19	3	0.6%
17	5	1.0%
15	3	0.6%
13	2	0.4%
11	8	1.6%
9	28	5.6%
7	38	7.6%
5	59	11.8%
3	75	15.0%

Distinct	36
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24211780

Minimum	0
Maximum	1.08 × 10⁹
Zeros	446
Zeros (%)	89.2%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1.9 × 10⁸
Maximum	1.08 × 10⁹
Range	1.08 × 10⁹
Interquartile range (IQR)	0

Standard deviation	97461908
Coefficient of variation (CV)	4.0253921
Kurtosis	40.32135
Mean	24211780
Median Absolute Deviation (MAD)	0
Skewness	5.6676079
Sum	1.210589 × 10¹⁰
Variance	9.4988235 × 10¹⁵
Monotonicity	Not monotonic

Value	Count	Frequency (%)
0	446	89.2%
142500000	5	1.0%
297000000	5	1.0%
190000000	4	0.8%
500000000	4	0.8%
95000000	3	0.6%
285000000	2	0.4%
16200000	2	0.4%
495000000	2	0.4%
300000000	1	0.2%
Other values (26)	26	5.2%

Value	Count	Frequency (%)
0	446	89.2%
9600000	1	0.2%
14400000	1	0.2%
16200000	2	0.4%
18700000	1	0.2%
20000000	1	0.2%
23290000	1	0.2%
30000000	1	0.2%
32300000	1	0.2%
34000000	1	0.2%

Value	Count	Frequency (%)
1080000000	1	0.2%
640000000	1	0.2%
600000000	1	0.2%
540000000	1	0.2%
500000000	4	0.8%
495000000	2	0.4%
300000000	1	0.2%
297000000	5	1.0%
285000000	2	0.4%
280500000	1	0.2%

Common Values

Value	Count	Frequency (%)
00:00.0	500	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
00:00.0	500	100.0%

유효종료일자
Categorical

CONSTANT

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

00:00.0	500

Length

Max length	7
Median length	7
Mean length	7
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	500	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
00:00.0	500	100.0%

최종수정수
Real number (ℝ)

Distinct	20
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.51

Minimum	1
Maximum	21
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	4
Q3	6
95-th percentile	11
Maximum	21
Range	20
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.7365524
Coefficient of variation (CV)	0.82850385
Kurtosis	3.820533
Mean	4.51
Median Absolute Deviation (MAD)	2
Skewness	1.7410836
Sum	2255
Variance	13.961824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
1	109	21.8%
2	83	16.6%
4	59	11.8%
3	52	10.4%
5	46	9.2%
6	38	7.6%
8	28	5.6%
7	24	4.8%
9	24	4.8%
10	8	1.6%
Other values (10)	29	5.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	109	21.8%
2	83	16.6%
3	52	10.4%
4	59	11.8%
5	46	9.2%
6	38	7.6%
7	24	4.8%
8	28	5.6%
9	24	4.8%
10	8	1.6%

Value	Count	Frequency (%)
21	2	0.4%
20	2	0.4%
19	1	0.2%
18	3	0.6%
17	3	0.6%
16	5	1.0%
14	3	0.6%
13	1	0.2%
12	2	0.4%
11	7	1.4%

처리시각
Text

Distinct	332
Distinct (%)	66.4%
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	169 ?
Unique (%)	33.8%

Sample

1st row	33:03.2
2nd row	32:38.3
3rd row	31:52.2
4th row	31:52.2
5th row	31:51.3

Value	Count	Frequency (%)
23:21.8	4	0.8%
24:46.3	3	0.6%
41:23.0	3	0.6%
45:55.1	3	0.6%
50:44.6	2	0.4%
56:36.9	2	0.4%
23:45.5	2	0.4%
46:31.3	2	0.4%
33:42.7	2	0.4%
45:42.6	2	0.4%
Other values (322)	475	95.0%

Most occurring characters

Value	Count	Frequency (%)
:	500	14.3%
.	500	14.3%
4	396	11.3%
5	323	9.2%
2	322	9.2%
3	295	8.4%
0	284	8.1%
1	275	7.9%
6	173	4.9%
8	164	4.7%
Other values (2)	268	7.7%

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	396	15.8%
5	323	12.9%
2	322	12.9%
3	295	11.8%
0	284	11.4%
1	275	11.0%
6	173	6.9%
8	164	6.6%
7	146	5.8%
9	122	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%
4	396	11.3%
5	323	9.2%
2	322	9.2%
3	295	8.4%
0	284	8.1%
1	275	7.9%
6	173	4.9%
8	164	4.7%
Other values (2)	268	7.7%

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	396	11.3%
5	323	9.2%
2	322	9.2%
3	295	8.4%
0	284	8.1%
1	275	7.9%
6	173	4.9%
8	164	4.7%
Other values (2)	268	7.7%

처리직원번호
Text

Distinct	206
Distinct (%)	41.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	5
Median length	4
Mean length	4.086
Min length	4

Characters and Unicode

Total characters	2043
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	31 ?
Unique (%)	6.2%

Sample

1st row	4059
2nd row	4216
3rd row	5214
4th row	5214
5th row	5888

Value	Count	Frequency (%)
4351	8	1.6%
5033	6	1.2%
9c743	5	1.0%
9c708	5	1.0%
5549	5	1.0%
4398	5	1.0%
3607	5	1.0%
5008	5	1.0%
4877	5	1.0%
5048	5	1.0%
Other values (196)	446	89.2%

Most occurring characters

Value	Count	Frequency (%)
4	309	15.1%
5	277	13.6%
6	261	12.8%
0	210	10.3%
1	191	9.3%
3	181	8.9%
9	156	7.6%
2	153	7.5%
7	139	6.8%
8	123	6.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2000	97.9%
Uppercase Letter	43	2.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	309	15.4%
5	277	13.9%
6	261	13.1%
0	210	10.5%
1	191	9.6%
3	181	9.0%
9	156	7.8%
2	153	7.6%
7	139	7.0%
8	123	6.2%

Uppercase Letter

Value	Count	Frequency (%)
C	43	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2000	97.9%
Latin	43	2.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	309	15.4%
5	277	13.9%
6	261	13.1%
0	210	10.5%
1	191	9.6%
3	181	9.0%
9	156	7.8%
2	153	7.6%
7	139	7.0%
8	123	6.2%

Latin

Value	Count	Frequency (%)
C	43	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2043	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	309	15.1%
5	277	13.6%
6	261	12.8%
0	210	10.3%
1	191	9.3%
3	181	8.9%
9	156	7.6%
2	153	7.5%
7	139	6.8%
8	123	6.0%

최초처리시각
Text

Distinct	271
Distinct (%)	54.2%
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	110 ?
Unique (%)	22.0%

Sample

1st row	33:03.2
2nd row	32:38.3
3rd row	24:18.1
4th row	24:18.1
5th row	51:03.4

Value	Count	Frequency (%)
53:06.3	5	1.0%
26:20.7	5	1.0%
56:03.4	5	1.0%
19:21.7	4	0.8%
26:43.4	4	0.8%
33:20.5	4	0.8%
29:24.9	4	0.8%
12:41.4	4	0.8%
09:27.1	4	0.8%
37:35.3	4	0.8%
Other values (261)	457	91.4%

Most occurring characters

Value	Count	Frequency (%)
:	500	14.3%
.	500	14.3%
4	359	10.3%
2	348	9.9%
5	328	9.4%
3	307	8.8%
1	287	8.2%
0	281	8.0%
6	176	5.0%
9	142	4.1%
Other values (2)	272	7.8%

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	359	14.4%
2	348	13.9%
5	328	13.1%
3	307	12.3%
1	287	11.5%
0	281	11.2%
6	176	7.0%
9	142	5.7%
7	141	5.6%
8	131	5.2%

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	359	10.3%
2	348	9.9%
5	328	9.4%
3	307	8.8%
1	287	8.2%
0	281	8.0%
6	176	5.0%
9	142	4.1%
Other values (2)	272	7.8%

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	359	10.3%
2	348	9.9%
5	328	9.4%
3	307	8.8%
1	287	8.2%
0	281	8.0%
6	176	5.0%
9	142	4.1%
Other values (2)	272	7.8%

최초처리직원번호
Text

Distinct	184
Distinct (%)	36.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	5
Median length	4
Mean length	4.078
Min length	4

Characters and Unicode

Total characters	2039
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	28 ?
Unique (%)	5.6%

Sample

1st row	4059
2nd row	4216
3rd row	5214
4th row	5214
5th row	4022

Value	Count	Frequency (%)
4129	14	2.8%
3432	10	2.0%
4351	8	1.6%
4224	7	1.4%
4116	7	1.4%
3418	6	1.2%
3723	6	1.2%
5033	6	1.2%
4055	6	1.2%
4438	6	1.2%
Other values (174)	424	84.8%

Most occurring characters

Value	Count	Frequency (%)
4	360	17.7%
3	311	15.3%
5	236	11.6%
2	187	9.2%
0	187	9.2%
6	175	8.6%
1	166	8.1%
9	136	6.7%
7	134	6.6%
8	108	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2000	98.1%
Uppercase Letter	39	1.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	360	18.0%
3	311	15.6%
5	236	11.8%
2	187	9.3%
0	187	9.3%
6	175	8.8%
1	166	8.3%
9	136	6.8%
7	134	6.7%
8	108	5.4%

Uppercase Letter

Value	Count	Frequency (%)
C	39	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2000	98.1%
Latin	39	1.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	360	18.0%
3	311	15.6%
5	236	11.8%
2	187	9.3%
0	187	9.3%
6	175	8.8%
1	166	8.3%
9	136	6.8%
7	134	6.7%
8	108	5.4%

Latin

Value	Count	Frequency (%)
C	39	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2039	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	360	17.7%
3	311	15.3%
5	236	11.6%
2	187	9.2%
0	187	9.2%
6	175	8.6%
1	166	8.1%
9	136	6.7%
7	134	6.6%
8	108	5.3%

Phik (φk)
Auto

Heatmap
Table

	상담원장역할관계코드	이력일련번호	관련금액	최종수정수
상담원장역할관계코드	1.000	0.165	0.921	0.287
이력일련번호	0.165	1.000	0.000	0.964
관련금액	0.921	0.000	1.000	0.000
최종수정수	0.287	0.964	0.000	1.000

Heatmap
Table

	상담원장역할관계코드	이력일련번호	관련금액	최종수정수
상담원장역할관계코드	1.000	-0.174	0.962	-0.289
이력일련번호	-0.174	1.000	-0.157	0.403
관련금액	0.962	-0.157	1.000	-0.263
최종수정수	-0.289	0.403	-0.263	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	상담ID	상담원장역할관계코드	업무구분코드	이력일련번호	유효개시일자	유효종료일자	최종수정수	처리시각	처리직원번호	최초처리시각	최초처리직원번호
0	9dnlkd3D0b	1	G	1	00:00.0	00:00.0	1	33:03.2	4059	33:03.2	4059
1	9dnSZ3cc0s	1	G	1	00:00.0	00:00.0	1	32:38.3	4216	32:38.3	4216
2	9dnSMPA07I	1	G	5	00:00.0	00:00.0	4	31:52.2	5214	24:18.1	5214
3	9dnSMPA07I	1	G	1	00:00.0	00:00.0	5	31:52.2	5214	24:18.1	5214
4	9dnMQG9LIQ	1	G	1	00:00.0	00:00.0	5	31:51.3	5888	51:03.4	4022
5	9dnMQG9LIQ	1	G	5	00:00.0	00:00.0	4	31:51.3	5888	51:03.4	4022
6	9dnLcSioyb	1	G	7	00:00.0	00:00.0	6	31:37.1	5324	27:52.6	5324
7	9dnLcSioyb	1	G	1	00:00.0	00:00.0	7	31:37.1	5324	27:52.6	5324
8	9dnAGrrMx7	1	G	3	00:00.0	00:00.0	2	31:29.5	5820	23:20.5	2962
9	9dnAGrrMx7	1	G	1	00:00.0	00:00.0	3	31:29.5	5820	23:20.5	2962

	상담ID	상담원장역할관계코드	업무구분코드	이력일련번호	관련금액	유효개시일자	유효종료일자	최종수정수	처리시각	처리직원번호	최초처리시각	최초처리직원번호
490	9dnCor5DhV	1	G	15	0	00:00.0	00:00.0	14	36:14.7	4841	11:30.2	4841
491	9dnSOJwWKr	105	G	1	300000000	00:00.0	00:00.0	1	34:39.2	9C641	34:39.2	9C641
492	9dnSOHj1AO	1	G	1	0	00:00.0	00:00.0	1	34:32.6	9C659	34:32.6	9C659
493	9dnM1OVb1j	1	G	1	0	00:00.0	00:00.0	5	34:32.0	6165	03:43.6	3940
494	9dnM1OVb1j	1	G	5	0	00:00.0	00:00.0	4	34:32.0	6165	03:43.6	3940
495	9dnSOHj1AO	105	G	1	280500000	00:00.0	00:00.0	1	34:06.6	9C659	34:06.6	9C659
496	9dnCor5DhV	1	G	13	0	00:00.0	00:00.0	12	33:47.3	4841	11:30.2	4841
497	9dnM2vnrQv	1	G	7	0	00:00.0	00:00.0	6	32:08.8	3616	44:52.4	3616
498	9dnM2vnrQv	1	G	1	0	00:00.0	00:00.0	7	32:08.8	3616	44:52.4	3616
499	9dnM2vnrQv	1	G	5	0	00:00.0	00:00.0	4	31:42.0	3616	44:52.4	3616

Most frequently occurring

	상담ID	상담원장역할관계코드	업무구분코드	이력일련번호	관련금액	유효개시일자	유효종료일자	최종수정수	처리시각	처리직원번호	최초처리시각	최초처리직원번호	# duplicates
0	9dnSPPYNNg	112	G	1	500000000	00:00.0	00:00.0	1	51:25.8	4351	51:25.8	4351	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring