gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	500
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	59.2 KiB
Average record size in memory	121.3 B

Variable types

Text	1
DateTime	1
Categorical	4
Numeric	7
Boolean	1

Dataset

Description	해당 파일 데이터는 신용보증기금의 재정운영표정보에 대해 확인하실 수 있는 자료이니 데이터 활용에 참고하여 주시기 바랍니다.
Author	신용보증기금
URL	https://www.data.go.kr/data/15092812/fileData.do

Alerts

`명세서중분류` has constant value ""	Constant
`삭제여부` has constant value ""	Constant
`최종수정수` has constant value ""	Constant
`제5항목값` is highly overall correlated with `제6항목값` and 2 other fields	High correlation
`제6항목값` is highly overall correlated with `제5항목값` and 2 other fields	High correlation
`제7항목값` is highly overall correlated with `제10항목값` and 1 other fields	High correlation
`제8항목값` is highly overall correlated with `제5항목값` and 2 other fields	High correlation
`제9항목값` is highly overall correlated with `제5항목값` and 2 other fields	High correlation
`제10항목값` is highly overall correlated with `제7항목값` and 1 other fields	High correlation
`제3항목값` is highly overall correlated with `제7항목값` and 1 other fields	High correlation
`제3항목값` is highly imbalanced (68.9%)	Imbalance
`재정운영표ID` has unique values	Unique
`제2항목값` has 28 (5.6%) zeros	Zeros
`제5항목값` has 491 (98.2%) zeros	Zeros
`제6항목값` has 491 (98.2%) zeros	Zeros
`제7항목값` has 102 (20.4%) zeros	Zeros
`제8항목값` has 491 (98.2%) zeros	Zeros
`제9항목값` has 491 (98.2%) zeros	Zeros
`제10항목값` has 103 (20.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 09:32:35.115787
Analysis finished	2023-12-12 09:32:42.377411
Duration	7.26 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

재정운영표ID
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	9dnSMUqEer
2nd row	9dnSMUqzd8
3rd row	9dnSMUqy7R
4th row	9dnSMUqy1x
5th row	9dnSMUqyU9

Value	Count	Frequency (%)
9dnsmuqeer	1	0.2%
9dnoghumra	1	0.2%
9dnoghukss	1	0.2%
9dnoghukas	1	0.2%
9dnoghukh2	1	0.2%
9dnoghukpu	1	0.2%
9dnoghukyc	1	0.2%
9dnoghulcc	1	0.2%
9dnoghullk	1	0.2%
9dnoghulsw	1	0.2%
Other values (490)	490	98.0%

Most occurring characters

Value	Count	Frequency (%)
d	558	11.2%
9	516	10.3%
n	488	9.8%
o	303	6.1%
U	259	5.2%
q	200	4.0%
H	177	3.5%
y	174	3.5%
F	174	3.5%
M	164	3.3%
Other values (52)	1987	39.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2635	52.7%
Uppercase Letter	1584	31.7%
Decimal Number	781	15.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	558	21.2%
n	488	18.5%
o	303	11.5%
q	200	7.6%
y	174	6.6%
r	158	6.0%
g	158	6.0%
v	59	2.2%
u	57	2.2%
m	47	1.8%
Other values (16)	433	16.4%

Uppercase Letter

Value	Count	Frequency (%)
U	259	16.4%
H	177	11.2%
F	174	11.0%
M	164	10.4%
S	163	10.3%
T	95	6.0%
Y	62	3.9%
P	43	2.7%
G	36	2.3%
L	35	2.2%
Other values (16)	376	23.7%

Decimal Number

Value	Count	Frequency (%)
9	516	66.1%
0	56	7.2%
8	31	4.0%
4	31	4.0%
5	30	3.8%
3	28	3.6%
6	24	3.1%
2	24	3.1%
7	21	2.7%
1	20	2.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4219	84.4%
Common	781	15.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	558	13.2%
n	488	11.6%
o	303	7.2%
U	259	6.1%
q	200	4.7%
H	177	4.2%
y	174	4.1%
F	174	4.1%
M	164	3.9%
S	163	3.9%
Other values (42)	1559	37.0%

Common

Value	Count	Frequency (%)
9	516	66.1%
0	56	7.2%
8	31	4.0%
4	31	4.0%
5	30	3.8%
3	28	3.6%
6	24	3.1%
2	24	3.1%
7	21	2.7%
1	20	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	558	11.2%
9	516	10.3%
n	488	9.8%
o	303	6.1%
U	259	5.2%
q	200	4.0%
H	177	3.5%
y	174	3.5%
F	174	3.5%
M	164	3.3%
Other values (52)	1987	39.7%

회계년월
Date

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

Minimum	2021-07-01 00:00:00
Maximum	2021-09-01 00:00:00

Histogram

Histogram with fixed size bins (bins=3)

국가결산회계구분
Categorical

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

신용보증기금	432
산업기반신용보증기금	68

Length

Max length	10
Median length	6
Mean length	6.544
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
신용보증기금	432	86.4%
산업기반신용보증기금	68	13.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
신용보증기금	432	86.4%
산업기반신용보증기금	68	13.6%

명세서중분류
Categorical

CONSTANT

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

재무제표	500

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
재무제표	500	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
재무제표	500	100.0%

제2항목값
Real number (ℝ)

ZEROS

Distinct	136
Distinct (%)	27.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.1727415 × 10⁹

Minimum	0
Maximum	7.91 × 10¹¹
Zeros	28
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	41060175
median	51030208
Q3	51190125
95-th percentile	51310500
Maximum	7.91 × 10¹¹
Range	7.91 × 10¹¹
Interquartile range (IQR)	10129950

Descriptive statistics

Standard deviation	6.8412777 × 10¹⁰
Coefficient of variation (CV)	11.083046
Kurtosis	122.73528
Mean	6.1727415 × 10⁹
Median Absolute Deviation (MAD)	240194
Skewness	11.130739
Sum	3.0863707 × 10¹²
Variance	4.680308 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	28	5.6%
51070000	8	1.6%
51310300	6	1.2%
51070900	6	1.2%
51020104	6	1.2%
41040302	6	1.2%
41040400	5	1.0%
41060000	5	1.0%
51311600	5	1.0%
41040103	5	1.0%
Other values (126)	420	84.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	5.6%
41010000	3	0.6%
41010200	3	0.6%
41010300	3	0.6%
41010301	3	0.6%
41010302	3	0.6%
41010500	3	0.6%
41040000	5	1.0%
41040100	5	1.0%
41040101	5	1.0%

Value	Count	Frequency (%)
791000000000	3	0.6%
691000000000	1	0.2%
51330301	3	0.6%
51330300	3	0.6%
51330000	3	0.6%
51311600	5	1.0%
51311400	3	0.6%
51311000	2	0.4%
51310500	3	0.6%
51310300	6	1.2%

제3항목값
Categorical

HIGH CORRELATION IMBALANCE

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

2	472
1	28

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 (%)
2	472	94.4%
1	28	5.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	472	94.4%
1	28	5.6%

제5항목값
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.5860893 × 10⁹

Minimum	0
Maximum	1.32 × 10¹²
Zeros	491
Zeros (%)	98.2%
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	0
Maximum	1.32 × 10¹²
Range	1.32 × 10¹²
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.3446374 × 10¹⁰
Coefficient of variation (CV)	14.938246
Kurtosis	246.70024
Mean	5.5860893 × 10⁹
Median Absolute Deviation (MAD)	0
Skewness	15.727072
Sum	2.7930447 × 10¹²
Variance	6.9632974 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	491	98.2%
1320000000000	2	0.4%
1798563866	2	0.4%
38785963215	2	0.4%
35141652094	2	0.4%
1592294214	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	491	98.2%
1592294214	1	0.2%
1798563866	2	0.4%
35141652094	2	0.4%
38785963215	2	0.4%
1320000000000	2	0.4%

Value	Count	Frequency (%)
1320000000000	2	0.4%
38785963215	2	0.4%
35141652094	2	0.4%
1798563866	2	0.4%
1592294214	1	0.2%
0	491	98.2%

제6항목값
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8273994 × 10⁹

Minimum	0
Maximum	6.99 × 10¹¹
Zeros	491
Zeros (%)	98.2%
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	0
Maximum	6.99 × 10¹¹
Range	6.99 × 10¹¹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.2212927 × 10¹⁰
Coefficient of variation (CV)	9.1122437
Kurtosis	90.283763
Mean	6.8273994 × 10⁹
Median Absolute Deviation (MAD)	0
Skewness	9.4379934
Sum	3.4136997 × 10¹²
Variance	3.8704483 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	491	98.2%
699000000000	2	0.4%
15119330670	2	0.4%
527000000000	2	0.4%
459000000000	2	0.4%
13461033390	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	491	98.2%
13461033390	1	0.2%
15119330670	2	0.4%
459000000000	2	0.4%
527000000000	2	0.4%
699000000000	2	0.4%

Value	Count	Frequency (%)
699000000000	2	0.4%
527000000000	2	0.4%
459000000000	2	0.4%
15119330670	2	0.4%
13461033390	1	0.2%
0	491	98.2%

제7항목값
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	325
Distinct (%)	65.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3352238 × 10¹⁰

Minimum	-1.15 × 10¹²
Maximum	8.42 × 10¹¹
Zeros	102
Zeros (%)	20.4%
Negative	15
Negative (%)	3.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	-1.15 × 10¹²
5-th percentile	0
Q1	1613654
median	4.6760625 × 10⁸
Q3	2.6100018 × 10⁹
95-th percentile	7.9573 × 10¹⁰
Maximum	8.42 × 10¹¹
Range	1.992 × 10¹²
Interquartile range (IQR)	2.6083882 × 10⁹

Descriptive statistics

Standard deviation	1.3570931 × 10¹¹
Coefficient of variation (CV)	10.163788
Kurtosis	30.377805
Mean	1.3352238 × 10¹⁰
Median Absolute Deviation (MAD)	4.6760625 × 10⁸
Skewness	0.40786934
Sum	6.6761188 × 10¹²
Variance	1.8417017 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	102	20.4%
1613654	9	1.8%
1182861450	6	1.2%
177534242	4	0.8%
218518464	4	0.8%
232000000	4	0.8%
920727485	3	0.6%
818453866	3	0.6%
1417361450	3	0.6%
718440431	3	0.6%
Other values (315)	359	71.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1150000000000	1	0.2%
-990000000000	1	0.2%
-488000000000	2	0.4%
-424000000000	2	0.4%
-391000000000	1	0.2%
-342000000000	1	0.2%
-238000000000	1	0.2%
-24585306941	2	0.4%
-13320766804	2	0.4%
-11868739176	1	0.2%

Value	Count	Frequency (%)
842000000000	1	0.2%
755000000000	1	0.2%
737000000000	2	0.4%
675000000000	2	0.4%
648000000000	1	0.2%
625000000000	2	0.4%
604000000000	1	0.2%
590000000000	2	0.4%
187000000000	1	0.2%
165000000000	1	0.2%

제8항목값
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.3989369 × 10⁹

Minimum	0
Maximum	1.54 × 10¹²
Zeros	491
Zeros (%)	98.2%
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	0
Maximum	1.54 × 10¹²
Range	1.54 × 10¹²
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.7319062 × 10¹⁰
Coefficient of variation (CV)	15.20863
Kurtosis	247.13704
Mean	6.3989369 × 10⁹
Median Absolute Deviation (MAD)	0
Skewness	15.747387
Sum	3.1994685 × 10¹²
Variance	9.4709999 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	491	98.2%
1540000000000	2	0.4%
1710279741	2	0.4%
30474227199	2	0.4%
26801871509	2	0.4%
1495707572	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	491	98.2%
1495707572	1	0.2%
1710279741	2	0.4%
26801871509	2	0.4%
30474227199	2	0.4%
1540000000000	2	0.4%

Value	Count	Frequency (%)
1540000000000	2	0.4%
30474227199	2	0.4%
26801871509	2	0.4%
1710279741	2	0.4%
1495707572	1	0.2%
0	491	98.2%

제9항목값
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.9809734 × 10⁹

Minimum	0
Maximum	5.75 × 10¹¹
Zeros	491
Zeros (%)	98.2%
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	0
Maximum	5.75 × 10¹¹
Range	5.75 × 10¹¹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.4040658 × 10¹⁰
Coefficient of variation (CV)	9.0354286
Kurtosis	84.766534
Mean	5.9809734 × 10⁹
Median Absolute Deviation (MAD)	0
Skewness	9.2177353
Sum	2.9904867 × 10¹²
Variance	2.9203927 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	491	98.2%
575000000000	2	0.4%
14010686730	2	0.4%
479000000000	2	0.4%
421000000000	2	0.4%
12465323840	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	491	98.2%
12465323840	1	0.2%
14010686730	2	0.4%
421000000000	2	0.4%
479000000000	2	0.4%
575000000000	2	0.4%

Value	Count	Frequency (%)
575000000000	2	0.4%
479000000000	2	0.4%
421000000000	2	0.4%
14010686730	2	0.4%
12465323840	1	0.2%
0	491	98.2%

제10항목값
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	313
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6091198 × 10¹⁰

Minimum	-1.09 × 10¹²
Maximum	9.64 × 10¹¹
Zeros	103
Zeros (%)	20.6%
Negative	13
Negative (%)	2.6%
Memory size	4.5 KiB

Quantile statistics

Minimum	-1.09 × 10¹²
5-th percentile	0
Q1	756800
median	3.9956507 × 10⁸
Q3	2.4707822 × 10⁹
95-th percentile	7.9218905 × 10¹⁰
Maximum	9.64 × 10¹¹
Range	2.054 × 10¹²
Interquartile range (IQR)	2.4700254 × 10⁹

Descriptive statistics

Standard deviation	1.4373159 × 10¹¹
Coefficient of variation (CV)	8.9323116
Kurtosis	29.886893
Mean	1.6091198 × 10¹⁰
Median Absolute Deviation (MAD)	3.9956507 × 10⁸
Skewness	1.8219381
Sum	8.045599 × 10¹²
Variance	2.0658771 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	103	20.6%
1210492	9	1.8%
119000000000	5	1.0%
253000000	4	0.8%
67729454	4	0.8%
756800	3	0.6%
1425604550	3	0.6%
380168900	3	0.6%
17526923070	3	0.6%
517246583	3	0.6%
Other values (303)	360	72.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1090000000000	1	0.2%
-958000000000	1	0.2%
-448000000000	2	0.4%
-394000000000	2	0.4%
-357000000000	1	0.2%
-315000000000	1	0.2%
-26825747294	2	0.4%
-12300406989	2	0.4%
-10969616268	1	0.2%
0	103	20.6%

Value	Count	Frequency (%)
964000000000	2	0.4%
940000000000	1	0.2%
817000000000	1	0.2%
731000000000	1	0.2%
711000000000	2	0.4%
697000000000	2	0.4%
643000000000	1	0.2%
626000000000	2	0.4%
181000000000	1	0.2%
161000000000	1	0.2%

삭제여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	632.0 B

False	500

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	500	100.0%

최종수정수
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%

Heatmap
Table

	회계년월	국가결산회계구분	제2항목값	제3항목값	제5항목값	제6항목값	제7항목값	제8항목값	제9항목값	제10항목값
회계년월	1.000	0.149	0.000	0.000	0.034	0.084	0.026	0.034	0.084	0.166
국가결산회계구분	0.149	1.000	0.059	0.081	0.000	0.000	0.059	0.000	0.000	0.000
제2항목값	0.000	0.059	1.000	0.000	0.246	0.495	0.506	0.246	0.495	0.694
제3항목값	0.000	0.081	0.000	1.000	0.046	0.298	0.481	0.046	0.298	0.721
제5항목값	0.034	0.000	0.246	0.046	1.000	1.000	0.581	0.923	1.000	0.887
제6항목값	0.084	0.000	0.495	0.298	1.000	1.000	0.747	1.000	1.000	0.775
제7항목값	0.026	0.059	0.506	0.481	0.581	0.747	1.000	0.581	0.747	0.902
제8항목값	0.034	0.000	0.246	0.046	0.923	1.000	0.581	1.000	1.000	0.887
제9항목값	0.084	0.000	0.495	0.298	1.000	1.000	0.747	1.000	1.000	0.775
제10항목값	0.166	0.000	0.694	0.721	0.887	0.775	0.902	0.887	0.775	1.000

Heatmap
Table

	국가결산회계구분	제3항목값
국가결산회계구분	1.000	0.052
제3항목값	0.052	1.000

Heatmap
Table

	제2항목값	제5항목값	제6항목값	제7항목값	제8항목값	제9항목값	제10항목값	국가결산회계구분	제3항목값
제2항목값	1.000	-0.019	-0.019	-0.189	-0.019	-0.019	-0.164	0.098	0.000
제5항목값	-0.019	1.000	1.000	-0.126	1.000	1.000	-0.124	0.000	0.029
제6항목값	-0.019	1.000	1.000	-0.126	1.000	1.000	-0.124	0.000	0.198
제7항목값	-0.189	-0.126	-0.126	1.000	-0.126	-0.126	0.939	0.066	0.537
제8항목값	-0.019	1.000	1.000	-0.126	1.000	1.000	-0.124	0.000	0.029
제9항목값	-0.019	1.000	1.000	-0.126	1.000	1.000	-0.124	0.000	0.198
제10항목값	-0.164	-0.124	-0.124	0.939	-0.124	-0.124	1.000	0.000	0.553
국가결산회계구분	0.098	0.000	0.000	0.066	0.000	0.000	0.000	1.000	0.052
제3항목값	0.000	0.029	0.198	0.537	0.029	0.198	0.553	0.052	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

	재정운영표ID	회계년월	국가결산회계구분	명세서중분류	제2항목값	제3항목값	제7항목값	제10항목값	삭제여부	최종수정수
0	9dnSMUqEer	2021-09	신용보증기금	재무제표	51120000	2	2204933333	1808639226	N	1
1	9dnSMUqzd8	2021-09	신용보증기금	재무제표	51030203	2	33392150	34745600	N	1
2	9dnSMUqy7R	2021-09	신용보증기금	재무제표	51030202	2	90680000	103725000	N	1
3	9dnSMUqy1x	2021-09	신용보증기금	재무제표	51030201	2	199488292	234471070	N	1
4	9dnSMUqyU9	2021-09	신용보증기금	재무제표	51030200	2	1949833125	2491597428	N	1
5	9dnSMUqyNb	2021-09	신용보증기금	재무제표	51030106	2	1627773871	1470382324	N	1
6	9dnSMUqyGP	2021-09	신용보증기금	재무제표	51030105	2	275242766	273142213	N	1
7	9dnSMUqyuD	2021-09	신용보증기금	재무제표	51030104	2	703626315	669212609	N	1
8	9dnSMUqybf	2021-09	신용보증기금	재무제표	51030101	2	1145893619	1063534489	N	1
9	9dnSMUqx15	2021-09	신용보증기금	재무제표	51030100	2	3752536571	3476271635	N	1

	재정운영표ID	회계년월	국가결산회계구분	명세서중분류	제2항목값	제3항목값	제7항목값	제10항목값	삭제여부	최종수정수
490	9dm0uadhL1	2021-08	산업기반신용보증기금	재무제표	41040000	2	3939772668	5003822930	N	1
491	9dm0uadhCH	2021-08	산업기반신용보증기금	재무제표	51311600	2	0	0	N	1
492	9dm0uadht2	2021-08	산업기반신용보증기금	재무제표	51311000	2	0	0	N	1
493	9dm0uadhmr	2021-08	산업기반신용보증기금	재무제표	51310000	2	0	0	N	1
494	9dm0uadhgu	2021-08	산업기반신용보증기금	재무제표	51300200	2	0	0	N	1
495	9dm0uadg4a	2021-08	산업기반신용보증기금	재무제표	51300100	2	218518464	67729454	N	1
496	9dm0uadfno	2021-08	산업기반신용보증기금	재무제표	51300000	2	218518464	67729454	N	1
497	9dm0uadfhH	2021-08	산업기반신용보증기금	재무제표	51240500	2	0	0	N	1
498	9dm0uadfbS	2021-08	산업기반신용보증기금	재무제표	51240000	2	0	0	N	1
499	9dm0uade6i	2021-08	산업기반신용보증기금	재무제표	51070100	2	232000000	253000000	N	1

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)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample