gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	6628
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	945.1 KiB
Average record size in memory	146.0 B

Variable types

Text	1
Categorical	6
Numeric	10

Dataset

Description	공공기관 운영에 관한 법률에 따라 지정된 370개 공공기관의(부설기관 포함) 손익계산서(또는 포괄 손익계산서)상 주요항목으로 공기업은 반기결산 정보와 연도별 결산정보를, 그외 공공기관은 연도별 결산 정보 데이터를 제공
Author	기획재정부
URL	https://www.data.go.kr/data/15050505/fileData.do

Alerts

`구분` is highly overall correlated with `항목` and 2 other fields	High correlation
`기금명` is highly overall correlated with `2018년 반기` and 7 other fields	High correlation
`기관유형` is highly overall correlated with `주무부처` and 2 other fields	High correlation
`주무부처` is highly overall correlated with `기관유형` and 2 other fields	High correlation
`상위기관` is highly overall correlated with `2018년 반기` and 12 other fields	High correlation
`2018년 반기` is highly overall correlated with `2019년 반기` and 3 other fields	High correlation
`2018년 결산` is highly overall correlated with `2019년 결산` and 4 other fields	High correlation
`2019년 반기` is highly overall correlated with `2018년 반기` and 5 other fields	High correlation
`2019년 결산` is highly overall correlated with `2018년 결산` and 4 other fields	High correlation
`2020년 반기` is highly overall correlated with `2019년 반기` and 4 other fields	High correlation
`2020년 결산` is highly overall correlated with `2018년 결산` and 4 other fields	High correlation
`2021년 반기` is highly overall correlated with `2019년 반기` and 4 other fields	High correlation
`2021년 결산` is highly overall correlated with `2018년 결산` and 4 other fields	High correlation
`2022년 반기` is highly overall correlated with `2018년 반기` and 5 other fields	High correlation
`2022년 결산` is highly overall correlated with `2018년 결산` and 4 other fields	High correlation
`항목` is highly overall correlated with `구분`	High correlation
`기금명` is highly imbalanced (86.6%)	Imbalance
`상위기관` is highly imbalanced (91.2%)	Imbalance
`2018년 반기` is highly skewed (γ1 = 31.14468497)	Skewed
`2019년 반기` is highly skewed (γ1 = 31.39026419)	Skewed
`2020년 반기` is highly skewed (γ1 = 32.06986894)	Skewed
`2021년 반기` is highly skewed (γ1 = 30.47591031)	Skewed
`2022년 반기` is highly skewed (γ1 = 25.39571749)	Skewed
`2018년 반기` has 6011 (90.7%) zeros	Zeros
`2018년 결산` has 1592 (24.0%) zeros	Zeros
`2019년 반기` has 6002 (90.6%) zeros	Zeros
`2019년 결산` has 1407 (21.2%) zeros	Zeros
`2020년 반기` has 6000 (90.5%) zeros	Zeros
`2020년 결산` has 1384 (20.9%) zeros	Zeros
`2021년 반기` has 6002 (90.6%) zeros	Zeros
`2021년 결산` has 1327 (20.0%) zeros	Zeros
`2022년 반기` has 5975 (90.1%) zeros	Zeros
`2022년 결산` has 1352 (20.4%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 23:28:23.689447
Analysis finished	2023-12-11 23:28:37.330638
Duration	13.64 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기관명
Text

Distinct	360
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Memory size	51.9 KiB

Length

Max length	16
Median length	14
Mean length	8.5372661
Min length	5

Characters and Unicode

Total characters	56585
Distinct characters	266
Distinct categories	7 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	(사)남북교류협력지원협회
2nd row	(사)남북교류협력지원협회
3rd row	(사)남북교류협력지원협회
4th row	(사)남북교류협력지원협회
5th row	(사)남북교류협력지원협회

Value	Count	Frequency (%)
재단법인	117	1.7%
예금보험공사	52	0.8%
한국국제협력단	52	0.8%
한국농수산식품유통공사	45	0.7%
한국수출입은행	45	0.7%
한국방송통신전파진흥원	43	0.6%
한국언론진흥재단	43	0.6%
한국연구재단	43	0.6%
한국부동산원	40	0.6%
한국방송광고진흥공사	40	0.6%
Other values (352)	6258	92.3%

Most occurring characters

Value	Count	Frequency (%)
국	4602	8.1%
한	4051	7.2%
원	3815	6.7%
공	1855	3.3%
단	1451	2.6%
사	1317	2.3%
기	1223	2.2%
진	1115	2.0%
흥	1096	1.9%
연	1026	1.8%
Other values (256)	35034	61.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	54916	97.1%
Open Punctuation	594	1.0%
Close Punctuation	594	1.0%
Uppercase Letter	275	0.5%
Space Separator	150	0.3%
Decimal Number	28	< 0.1%
Other Punctuation	28	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
국	4602	8.4%
한	4051	7.4%
원	3815	6.9%
공	1855	3.4%
단	1451	2.6%
사	1317	2.4%
기	1223	2.2%
진	1115	2.0%
흥	1096	2.0%
연	1026	1.9%
Other values (241)	33365	60.8%

Uppercase Letter

Value	Count	Frequency (%)
K	54	19.6%
S	40	14.5%
P	35	12.7%
D	33	12.0%
C	33	12.0%
M	19	6.9%
N	19	6.9%
I	14	5.1%
A	14	5.1%
E	14	5.1%

Open Punctuation

Value	Count	Frequency (%)
(	594	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	594	100.0%

Space Separator

Value	Count	Frequency (%)
	150	100.0%

Decimal Number

Value	Count	Frequency (%)
8	28	100.0%

Other Punctuation

Value	Count	Frequency (%)
·	28	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	54916	97.1%
Common	1394	2.5%
Latin	275	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
국	4602	8.4%
한	4051	7.4%
원	3815	6.9%
공	1855	3.4%
단	1451	2.6%
사	1317	2.4%
기	1223	2.2%
진	1115	2.0%
흥	1096	2.0%
연	1026	1.9%
Other values (241)	33365	60.8%

Latin

Value	Count	Frequency (%)
K	54	19.6%
S	40	14.5%
P	35	12.7%
D	33	12.0%
C	33	12.0%
M	19	6.9%
N	19	6.9%
I	14	5.1%
A	14	5.1%
E	14	5.1%

Common

Value	Count	Frequency (%)
(	594	42.6%
)	594	42.6%
	150	10.8%
8	28	2.0%
·	28	2.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	54916	97.1%
ASCII	1641	2.9%
None	28	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
국	4602	8.4%
한	4051	7.4%
원	3815	6.9%
공	1855	3.4%
단	1451	2.6%
사	1317	2.4%
기	1223	2.2%
진	1115	2.0%
흥	1096	2.0%
연	1026	1.9%
Other values (241)	33365	60.8%

ASCII

Value	Count	Frequency (%)
(	594	36.2%
)	594	36.2%
	150	9.1%
K	54	3.3%
S	40	2.4%
P	35	2.1%
D	33	2.0%
C	33	2.0%
8	28	1.7%
M	19	1.2%
Other values (4)	61	3.7%

None

Value	Count	Frequency (%)
·	28	100.0%

기관유형
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	51.9 KiB

기타공공기관	4396
준정부기관(위탁집행형)	1116
공기업(준시장형)	496
준정부기관(기금관리형)	316
공기업(시장형)	304

Length

Max length	12
Median length	6
Mean length	7.6125528
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
기타공공기관	4396	66.3%
준정부기관(위탁집행형)	1116	16.8%
공기업(준시장형)	496	7.5%
준정부기관(기금관리형)	316	4.8%
공기업(시장형)	304	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
기타공공기관	4396	66.3%
준정부기관(위탁집행형	1116	16.8%
공기업(준시장형	496	7.5%
준정부기관(기금관리형	316	4.8%
공기업(시장형	304	4.6%

주무부처
Categorical

HIGH CORRELATION

Distinct	35
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	51.9 KiB

산업통상자원부	896
과학기술정보통신부	843
문화체육관광부	578
국토교통부	552
보건복지부	508
Other values (30)	3251

Length

Max length	9
Median length	8
Mean length	5.8714544
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
산업통상자원부	896	13.5%
과학기술정보통신부	843	12.7%
문화체육관광부	578	8.7%
국토교통부	552	8.3%
보건복지부	508	7.7%
국무조정실	378	5.7%
해양수산부	345	5.2%
교육부	328	4.9%
농림축산식품부	269	4.1%
금융위원회	229	3.5%
Other values (25)	1702	25.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
산업통상자원부	896	13.5%
과학기술정보통신부	843	12.7%
문화체육관광부	578	8.7%
국토교통부	552	8.3%
보건복지부	508	7.7%
국무조정실	378	5.7%
해양수산부	345	5.2%
교육부	328	4.9%
농림축산식품부	269	4.1%
금융위원회	229	3.5%
Other values (25)	1702	25.7%

구분
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	51.9 KiB

고유사업(요약손익계산서(K-GAAP))	2982
고유사업(요약 포괄손익계산서(K-IFRS))	1957
고유사업(요약 연결포괄손익계산서(K-IFRS))	1218
기금계정(요약 재정운영표)	372
기금계정(요약 재정운영표)2	72
Other values (2)	27

Length

Max length	26
Median length	24
Mean length	22.340223
Min length	14

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	고유사업(요약손익계산서(K-GAAP))
2nd row	고유사업(요약손익계산서(K-GAAP))
3rd row	고유사업(요약손익계산서(K-GAAP))
4th row	고유사업(요약손익계산서(K-GAAP))
5th row	고유사업(요약손익계산서(K-GAAP))

Common Values

Value	Count	Frequency (%)
고유사업(요약손익계산서(K-GAAP))	2982	45.0%
고유사업(요약 포괄손익계산서(K-IFRS))	1957	29.5%
고유사업(요약 연결포괄손익계산서(K-IFRS))	1218	18.4%
기금계정(요약 재정운영표)	372	5.6%
기금계정(요약 재정운영표)2	72	1.1%
고유사업(요약연결손익계산서(K-GAAP))	15	0.2%
기금계정(요약 재정운영표)3	12	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
고유사업(요약	3175	30.9%
고유사업(요약손익계산서(k-gaap	2982	29.1%
포괄손익계산서(k-ifrs	1957	19.1%
연결포괄손익계산서(k-ifrs	1218	11.9%
기금계정(요약	456	4.4%
재정운영표	372	3.6%
재정운영표)2	72	0.7%
고유사업(요약연결손익계산서(k-gaap	15	0.1%
재정운영표)3	12	0.1%

항목
Categorical

HIGH CORRELATION

Distinct	50
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	51.9 KiB

03.매출원가	375
05.영업이익	375
02.순매출	375
04.판관비	375
10.총 비용	214
Other values (45)	4914

Length

Max length	25
Median length	20
Mean length	8.4983404
Min length	5

Unique

Unique	4 ?
Unique (%)	0.1%

Sample

1st row	01.매출
2nd row	02.순매출
3rd row	03.매출원가
4th row	04.판관비
5th row	05.영업이익

Common Values

Value	Count	Frequency (%)
03.매출원가	375	5.7%
05.영업이익	375	5.7%
02.순매출	375	5.7%
04.판관비	375	5.7%
10.총 비용	214	3.2%
06.영업이익외 수익	214	3.2%
08.법인세 비용	214	3.2%
07.영업외 비용	214	3.2%
11.당기 순이익	214	3.2%
09.총 수익	214	3.2%
Other values (40)	3844	58.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
비용	680	8.0%
수익	466	5.5%
03.매출원가	375	4.4%
02.순매출	375	4.4%
04.판관비	375	4.4%
05.영업이익	375	4.4%
11.당기	214	2.5%
01.매출	214	2.5%
09.총	214	2.5%
순이익	214	2.5%
Other values (47)	4980	58.7%

기금명
Categorical

HIGH CORRELATION IMBALANCE

Distinct	37
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	51.9 KiB

<NA>	6184
국민체육진흥기금	24
국제질병퇴치기금	12
소상공인시장진흥기금	12
국민연금기금	12
Other values (32)	384

Length

Max length	14
Median length	4
Mean length	4.3041642
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6184	93.3%
국민체육진흥기금	24	0.4%
국제질병퇴치기금	12	0.2%
소상공인시장진흥기금	12	0.2%
국민연금기금	12	0.2%
중소기업매출채권보험계정	12	0.2%
근로복지진흥기금	12	0.2%
기술보증기금	12	0.2%
농어업재해재보험	12	0.2%
사립학교교직원연금기금	12	0.2%
Other values (27)	324	4.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	6184	93.0%
국민체육진흥기금	24	0.4%
방사성폐기물관리기금	12	0.2%
원자력기금원자력안전규제계정	12	0.2%
무역보험기금	12	0.2%
전력산업기반기금	12	0.2%
대외경제협력기금	12	0.2%
언론진흥기금	12	0.2%
문화예술진흥기금	12	0.2%
방송통신발전기금	12	0.2%
Other values (29)	348	5.2%

2018년 반기
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	577
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43720.673

Minimum	-1962430
Maximum	29043203
Zeros	6011
Zeros (%)	90.7%
Negative	84
Negative (%)	1.3%
Memory size	58.4 KiB

Quantile statistics

Minimum	-1962430
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	8547.75
Maximum	29043203
Range	31005633
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	736010.85
Coefficient of variation (CV)	16.83439
Kurtosis	1129.2522
Mean	43720.673
Median Absolute Deviation (MAD)	0
Skewness	31.144685
Sum	2.8978062 × 10⁸
Variance	5.4171198 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	6011	90.7%
2954664.0	2	< 0.1%
3775961.0	2	< 0.1%
1510877.0	2	< 0.1%
44528.0	2	< 0.1%
54118.0	2	< 0.1%
280985.0	2	< 0.1%
2603362.0	2	< 0.1%
3965563.0	2	< 0.1%
1379423.0	2	< 0.1%
Other values (567)	599	9.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1962430.0	1	< 0.1%
-1226489.0	1	< 0.1%
-1169058.0	1	< 0.1%
-1127739.0	1	< 0.1%
-830814.0	1	< 0.1%
-814731.0	1	< 0.1%
-793372.0	1	< 0.1%
-716019.0	1	< 0.1%
-692885.0	1	< 0.1%
-683319.0	1	< 0.1%

Value	Count	Frequency (%)
29043203.0	2	< 0.1%
28603783.0	1	< 0.1%
13828064.0	2	< 0.1%
12674906.0	1	< 0.1%
9710718.0	2	< 0.1%
7142079.0	1	< 0.1%
3965563.0	2	< 0.1%
3775961.0	2	< 0.1%
3641308.0	1	< 0.1%
3463773.0	1	< 0.1%

2018년 결산
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3976
Distinct (%)	60.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	224643.08

Minimum	-44404108
Maximum	78331098
Zeros	1592
Zeros (%)	24.0%
Negative	851
Negative (%)	12.8%
Memory size	58.4 KiB

Quantile statistics

Minimum	-44404108
5-th percentile	-2388.45
Q1	0
median	188.125
Q3	18748.5
95-th percentile	472547.65
Maximum	78331098
Range	1.2273521 × 10⁸
Interquartile range (IQR)	18748.5

Descriptive statistics

Standard deviation	2695005.7
Coefficient of variation (CV)	11.996834
Kurtosis	453.74216
Mean	224643.08
Median Absolute Deviation (MAD)	774
Skewness	18.124742
Sum	1.4889343 × 10⁹
Variance	7.2630559 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1592	24.0%
1.0	25	0.4%
2.0	22	0.3%
4.0	17	0.3%
3.0	17	0.3%
5.0	15	0.2%
15.0	11	0.2%
6.0	10	0.2%
7.0	10	0.2%
35.0	10	0.2%
Other values (3966)	4899	73.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-44404108.0	1	< 0.1%
-14831660.0	1	< 0.1%
-14821503.0	1	< 0.1%
-13880062.0	1	< 0.1%
-4347449.0	1	< 0.1%
-3959609.0	1	< 0.1%
-3916795.0	1	< 0.1%
-3895366.0	1	< 0.1%
-3893847.0	1	< 0.1%
-3521441.0	1	< 0.1%

Value	Count	Frequency (%)
78331098.0	1	< 0.1%
75365372.0	2	< 0.1%
60627610.0	2	< 0.1%
58207721.0	1	< 0.1%
44958903.0	1	< 0.1%
44940670.0	1	< 0.1%
33842525.0	2	< 0.1%
32200792.0	1	< 0.1%
31078841.0	1	< 0.1%
30884820.0	1	< 0.1%

2019년 반기
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	574
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42805.017

Minimum	-1545753
Maximum	28319378
Zeros	6002
Zeros (%)	90.6%
Negative	89
Negative (%)	1.3%
Memory size	58.4 KiB

Quantile statistics

Minimum	-1545753
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	9254.05
Maximum	28319378
Range	29865131
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	715645.83
Coefficient of variation (CV)	16.718737
Kurtosis	1144.1027
Mean	42805.017
Median Absolute Deviation (MAD)	0
Skewness	31.390264
Sum	2.8371165 × 10⁸
Variance	5.1214895 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	6002	90.6%
68.0	3	< 0.1%
28795.0	3	< 0.1%
-66524.0	2	< 0.1%
245550.0	2	< 0.1%
482315.0	2	< 0.1%
25.0	2	< 0.1%
2003359.0	2	< 0.1%
13576115.0	2	< 0.1%
1325000.0	2	< 0.1%
Other values (564)	606	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1545753.0	1	< 0.1%
-1249730.0	1	< 0.1%
-1235344.0	1	< 0.1%
-1173334.0	1	< 0.1%
-928539.0	1	< 0.1%
-372419.0	1	< 0.1%
-292508.0	1	< 0.1%
-225668.0	1	< 0.1%
-216477.0	1	< 0.1%
-190110.0	1	< 0.1%

Value	Count	Frequency (%)
28319378.0	2	< 0.1%
27964266.0	1	< 0.1%
13576115.0	2	< 0.1%
12298365.0	1	< 0.1%
8580634.0	2	< 0.1%
7191333.0	1	< 0.1%
4610778.0	2	< 0.1%
3791302.0	2	< 0.1%
3766656.0	2	< 0.1%
3705402.0	1	< 0.1%

2019년 결산
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	4047
Distinct (%)	61.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	235854.68

Minimum	-47832899
Maximum	87484516
Zeros	1407
Zeros (%)	21.2%
Negative	877
Negative (%)	13.2%
Memory size	58.4 KiB

Quantile statistics

Minimum	-47832899
5-th percentile	-2204.25
Q1	0
median	281.835
Q3	21035.75
95-th percentile	453217.65
Maximum	87484516
Range	1.3531742 × 10⁸
Interquartile range (IQR)	21035.75

Descriptive statistics

Standard deviation	2867115
Coefficient of variation (CV)	12.156277
Kurtosis	492.0193
Mean	235854.68
Median Absolute Deviation (MAD)	976.5
Skewness	18.71832
Sum	1.5632448 × 10⁹
Variance	8.2203482 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1407	21.2%
1.0	31	0.5%
3.0	27	0.4%
2.0	21	0.3%
5.0	17	0.3%
10.0	15	0.2%
6.0	12	0.2%
4.0	11	0.2%
36.0	11	0.2%
27.0	10	0.2%
Other values (4037)	5066	76.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-47832899.0	1	< 0.1%
-15991837.0	1	< 0.1%
-15981660.0	1	< 0.1%
-15012855.0	1	< 0.1%
-4264152.0	1	< 0.1%
-4112346.0	1	< 0.1%
-3626601.0	1	< 0.1%
-3625278.0	1	< 0.1%
-3611417.0	1	< 0.1%
-3336348.0	1	< 0.1%

Value	Count	Frequency (%)
87484516.0	1	< 0.1%
84809648.0	2	< 0.1%
59172890.0	2	< 0.1%
57779835.0	1	< 0.1%
48375775.0	1	< 0.1%
48008217.0	1	< 0.1%
35211722.0	2	< 0.1%
32995362.0	1	< 0.1%
32742360.0	1	< 0.1%
32447939.0	1	< 0.1%

2020년 반기
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	573
Distinct (%)	8.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38351.062

Minimum	-1271792
Maximum	28165660
Zeros	6000
Zeros (%)	90.5%
Negative	140
Negative (%)	2.1%
Memory size	58.4 KiB

Quantile statistics

Minimum	-1271792
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3450.35
Maximum	28165660
Range	29437452
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	689725.77
Coefficient of variation (CV)	17.984529
Kurtosis	1190.7396
Mean	38351.062
Median Absolute Deviation (MAD)	0
Skewness	32.069869
Sum	2.5419084 × 10⁸
Variance	4.7572164 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	6000	90.5%
-8841.0	3	< 0.1%
280297.0	2	< 0.1%
814440.0	2	< 0.1%
2242278.0	2	< 0.1%
28165660.0	2	< 0.1%
-64086.0	2	< 0.1%
17901.0	2	< 0.1%
12062361.0	2	< 0.1%
15048.0	2	< 0.1%
Other values (563)	609	9.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1271792.0	1	< 0.1%
-1182835.0	1	< 0.1%
-1164840.0	1	< 0.1%
-1109786.0	1	< 0.1%
-770292.0	1	< 0.1%
-714536.0	1	< 0.1%
-701023.0	1	< 0.1%
-669300.0	1	< 0.1%
-581361.0	1	< 0.1%
-532784.0	1	< 0.1%

Value	Count	Frequency (%)
28165660.0	2	< 0.1%
26065936.0	1	< 0.1%
12062361.0	2	< 0.1%
10996308.0	1	< 0.1%
9605825.0	2	< 0.1%
7140966.0	1	< 0.1%
4829024.0	2	< 0.1%
4100806.0	1	< 0.1%
4017724.0	2	< 0.1%
3498068.0	1	< 0.1%

2020년 결산
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	4066
Distinct (%)	61.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	248923.74

Minimum	-51247541
Maximum	92595008
Zeros	1384
Zeros (%)	20.9%
Negative	923
Negative (%)	13.9%
Memory size	58.4 KiB

Quantile statistics

Minimum	-51247541
5-th percentile	-3060.7
Q1	0
median	239
Q3	20920.5
95-th percentile	521654
Maximum	92595008
Range	1.4384255 × 10⁸
Interquartile range (IQR)	20920.5

Descriptive statistics

Standard deviation	2943746.2
Coefficient of variation (CV)	11.825896
Kurtosis	541.27644
Mean	248923.74
Median Absolute Deviation (MAD)	1030
Skewness	19.308911
Sum	1.6498665 × 10⁹
Variance	8.6656418 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1384	20.9%
1.0	43	0.6%
2.0	23	0.3%
4.0	20	0.3%
5.0	17	0.3%
3.0	17	0.3%
30.0	13	0.2%
14.0	11	0.2%
16.0	10	0.2%
62.0	10	0.2%
Other values (4056)	5080	76.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-51247541.0	1	< 0.1%
-17013534.0	1	< 0.1%
-17003357.0	1	< 0.1%
-15939175.0	1	< 0.1%
-4355539.0	1	< 0.1%
-3387544.0	1	< 0.1%
-2439173.0	1	< 0.1%
-2434548.0	1	< 0.1%
-2346501.0	1	< 0.1%
-2176590.0	1	< 0.1%

Value	Count	Frequency (%)
92595008.0	2	< 0.1%
90939464.0	1	< 0.1%
58569314.0	2	< 0.1%
51818588.0	1	< 0.1%
51804596.0	1	< 0.1%
44527711.0	1	< 0.1%
34734854.0	2	< 0.1%
33040738.0	1	< 0.1%
28588536.0	1	< 0.1%
28151204.0	1	< 0.1%

2021년 반기
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	570
Distinct (%)	8.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42303.745

Minimum	-655067
Maximum	28684828
Zeros	6002
Zeros (%)	90.6%
Negative	142
Negative (%)	2.1%
Memory size	58.4 KiB

Quantile statistics

Minimum	-655067
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2912.95
Maximum	28684828
Range	29339895
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	731146.56
Coefficient of variation (CV)	17.283259
Kurtosis	1078.6366
Mean	42303.745
Median Absolute Deviation (MAD)	0
Skewness	30.47591
Sum	2.8038922 × 10⁸
Variance	5.345753 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	6002	90.6%
-55485.0	3	< 0.1%
2150858.0	2	< 0.1%
2551873.0	2	< 0.1%
55575.0	2	< 0.1%
1827274.0	2	< 0.1%
4298802.0	2	< 0.1%
355159.0	2	< 0.1%
20657.0	2	< 0.1%
12609234.0	2	< 0.1%
Other values (560)	607	9.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-655067.0	1	< 0.1%
-626153.0	1	< 0.1%
-620188.0	1	< 0.1%
-609106.0	1	< 0.1%
-604252.0	1	< 0.1%
-595475.0	1	< 0.1%
-549569.0	1	< 0.1%
-489307.0	1	< 0.1%
-488482.0	1	< 0.1%
-468552.0	1	< 0.1%

Value	Count	Frequency (%)
28684828.0	2	< 0.1%
27567141.0	1	< 0.1%
12609234.0	2	< 0.1%
12552350.0	2	< 0.1%
11537420.0	1	< 0.1%
8992828.0	1	< 0.1%
5504017.0	2	< 0.1%
4298802.0	2	< 0.1%
4039142.0	1	< 0.1%
3853300.0	1	< 0.1%

2021년 결산
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	4094
Distinct (%)	61.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	282760.37

Minimum	-53571609
Maximum	1.0257251 × 10⁸
Zeros	1327
Zeros (%)	20.0%
Negative	787
Negative (%)	11.9%
Memory size	58.4 KiB

Quantile statistics

Minimum	-53571609
5-th percentile	-1981.65
Q1	0
median	404.5
Q3	24238
95-th percentile	564817
Maximum	1.0257251 × 10⁸
Range	1.5614412 × 10⁸
Interquartile range (IQR)	24238

Descriptive statistics

Standard deviation	3353822.4
Coefficient of variation (CV)	11.861006
Kurtosis	474.7898
Mean	282760.37
Median Absolute Deviation (MAD)	1095.5
Skewness	17.439245
Sum	1.8741357 × 10⁹
Variance	1.1248125 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1327	20.0%
1.0	46	0.7%
3.0	20	0.3%
2.0	19	0.3%
4.0	17	0.3%
5.0	16	0.2%
7.0	13	0.2%
9.0	11	0.2%
15.0	11	0.2%
20.0	11	0.2%
Other values (4084)	5137	77.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-53571609.0	1	< 0.1%
-37485169.0	1	< 0.1%
-37474970.0	1	< 0.1%
-16050383.0	1	< 0.1%
-7071570.0	1	< 0.1%
-5846499.0	1	< 0.1%
-5304522.0	1	< 0.1%
-5215581.0	1	< 0.1%
-4615967.0	1	< 0.1%
-4433836.0	1	< 0.1%

Value	Count	Frequency (%)
102572511.0	2	< 0.1%
98744206.0	1	< 0.1%
63644290.0	1	< 0.1%
60673587.0	2	< 0.1%
54172519.0	1	< 0.1%
50911519.0	1	< 0.1%
42414186.0	1	< 0.1%
35587512.0	2	< 0.1%
34861136.0	1	< 0.1%
34207483.0	1	< 0.1%

2022년 반기
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	596
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46649.47

Minimum	-14917294
Maximum	44877826
Zeros	5975
Zeros (%)	90.1%
Negative	131
Negative (%)	2.0%
Memory size	58.4 KiB

Quantile statistics

Minimum	-14917294
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6107.45
Maximum	44877826
Range	59795120
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1026853.8
Coefficient of variation (CV)	22.012121
Kurtosis	950.88586
Mean	46649.47
Median Absolute Deviation (MAD)	0
Skewness	25.395717
Sum	3.0919269 × 10⁸
Variance	1.0544286 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	5975	90.1%
5317.0	3	< 0.1%
-18766.0	3	< 0.1%
619.0	2	< 0.1%
1926290.0	2	< 0.1%
278018.0	2	< 0.1%
3457.0	2	< 0.1%
-114391.0	2	< 0.1%
198563.0	2	< 0.1%
296833.0	2	< 0.1%
Other values (586)	633	9.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-14917294.0	1	< 0.1%
-14303270.0	1	< 0.1%
-10790049.0	1	< 0.1%
-10761744.0	1	< 0.1%
-9881740.0	1	< 0.1%
-4155550.0	1	< 0.1%
-438185.0	1	< 0.1%
-434664.0	1	< 0.1%
-394926.0	1	< 0.1%
-338641.0	1	< 0.1%

Value	Count	Frequency (%)
44877826.0	1	< 0.1%
31992105.0	2	< 0.1%
22832411.0	2	< 0.1%
21427204.0	1	< 0.1%
9053810.0	2	< 0.1%
7150133.0	1	< 0.1%
5133437.0	2	< 0.1%
4429599.0	1	< 0.1%
4375585.0	2	< 0.1%
4254469.0	1	< 0.1%

2022년 결산
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	4152
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	346002.64

Minimum	-55949251
Maximum	1.1376001 × 10⁸
Zeros	1352
Zeros (%)	20.4%
Negative	700
Negative (%)	10.6%
Memory size	58.4 KiB

Quantile statistics

Minimum	-55949251
5-th percentile	-1189.25
Q1	0
median	625.5
Q3	26986
95-th percentile	642059.3
Maximum	1.1376001 × 10⁸
Range	1.6970926 × 10⁸
Interquartile range (IQR)	26986

Descriptive statistics

Standard deviation	4225620.4
Coefficient of variation (CV)	12.212683
Kurtosis	342.78946
Mean	346002.64
Median Absolute Deviation (MAD)	1179.5
Skewness	15.344679
Sum	2.2933055 × 10⁹
Variance	1.7855868 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1352	20.4%
1.0	34	0.5%
2.0	25	0.4%
3.0	18	0.3%
5.0	14	0.2%
10.0	13	0.2%
6.0	11	0.2%
4.0	11	0.2%
15.0	10	0.2%
7.0	10	0.2%
Other values (4142)	5130	77.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-55949251.0	1	< 0.1%
-33843619.0	1	< 0.1%
-32655153.0	1	< 0.1%
-26461557.0	1	< 0.1%
-26451219.0	1	< 0.1%
-24466853.0	1	< 0.1%
-24429108.0	1	< 0.1%
-23182239.0	1	< 0.1%
-16805559.0	1	< 0.1%
-9926416.0	1	< 0.1%

Value	Count	Frequency (%)
113760010.0	2	< 0.1%
107787501.0	1	< 0.1%
100903594.0	1	< 0.1%
71257863.0	2	< 0.1%
56555839.0	1	< 0.1%
54380550.0	2	< 0.1%
53620703.0	1	< 0.1%
53168642.0	1	< 0.1%
51724287.0	2	< 0.1%
48828263.0	1	< 0.1%

상위기관
Categorical

HIGH CORRELATION IMBALANCE

Distinct	14
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	51.9 KiB

<NA>	6403
국민건강보험공단	33
한국해양과학기술원	28
한국연구재단	19
정보통신산업진흥원	19
Other values (9)	126

Length

Max length	11
Median length	4
Mean length	4.1371454
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6403	96.6%
국민건강보험공단	33	0.5%
한국해양과학기술원	28	0.4%
한국연구재단	19	0.3%
정보통신산업진흥원	19	0.3%
한국화학연구원	14	0.2%
한국원자력의학원	14	0.2%
한국식품연구원	14	0.2%
한국과학기술연구원	14	0.2%
한국과학기술기획평가원	14	0.2%
Other values (4)	56	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	6403	96.6%
국민건강보험공단	33	0.5%
한국해양과학기술원	28	0.4%
한국연구재단	19	0.3%
정보통신산업진흥원	19	0.3%
한국화학연구원	14	0.2%
한국원자력의학원	14	0.2%
한국식품연구원	14	0.2%
한국과학기술연구원	14	0.2%
한국과학기술기획평가원	14	0.2%
Other values (4)	56	0.8%

Heatmap
Table

	기관유형	주무부처	구분	항목	기금명	2018년 반기	2018년 결산	2019년 반기	2019년 결산	2020년 반기	2020년 결산	2021년 반기	2021년 결산	2022년 반기	2022년 결산	상위기관
기관유형	1.000	0.816	0.590	0.643	0.998	0.223	0.189	0.203	0.145	0.186	0.139	0.146	0.158	0.226	0.150	1.000
주무부처	0.816	1.000	0.667	0.282	1.000	0.000	0.215	0.000	0.210	0.000	0.249	0.000	0.209	0.000	0.214	1.000
구분	0.590	0.667	1.000	0.887	1.000	0.170	0.131	0.148	0.176	0.106	0.158	0.086	0.107	0.099	0.109	0.900
항목	0.643	0.282	0.887	1.000	0.000	0.095	0.304	0.055	0.223	0.000	0.236	0.000	0.262	0.000	0.162	0.000
기금명	0.998	1.000	1.000	0.000	1.000	NaN	0.416	NaN	0.416	NaN	0.416	NaN	0.694	NaN	0.611	NaN
2018년 반기	0.223	0.000	0.170	0.095	NaN	1.000	0.765	0.997	0.832	0.943	0.840	0.913	0.718	0.901	0.733	NaN
2018년 결산	0.189	0.215	0.131	0.304	0.416	0.765	1.000	0.784	0.946	0.802	0.955	0.780	0.985	0.892	0.943	NaN
2019년 반기	0.203	0.000	0.148	0.055	NaN	0.997	0.784	1.000	0.845	0.981	0.856	0.904	0.734	0.912	0.719	NaN
2019년 결산	0.145	0.210	0.176	0.223	0.416	0.832	0.946	0.845	1.000	0.684	0.989	0.692	0.925	0.662	0.825	NaN
2020년 반기	0.186	0.000	0.106	0.000	NaN	0.943	0.802	0.981	0.684	1.000	0.683	0.986	0.762	0.945	0.747	NaN
2020년 결산	0.139	0.249	0.158	0.236	0.416	0.840	0.955	0.856	0.989	0.683	1.000	0.685	0.927	0.663	0.835	NaN
2021년 반기	0.146	0.000	0.086	0.000	NaN	0.913	0.780	0.904	0.692	0.986	0.685	1.000	0.764	0.844	0.709	NaN
2021년 결산	0.158	0.209	0.107	0.262	0.694	0.718	0.985	0.734	0.925	0.762	0.927	0.764	1.000	0.859	0.952	NaN
2022년 반기	0.226	0.000	0.099	0.000	NaN	0.901	0.892	0.912	0.662	0.945	0.663	0.844	0.859	1.000	0.942	NaN
2022년 결산	0.150	0.214	0.109	0.162	0.611	0.733	0.943	0.719	0.825	0.747	0.835	0.709	0.952	0.942	1.000	NaN
상위기관	1.000	1.000	0.900	0.000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000

Heatmap
Table

	구분	기금명	기관유형	항목	주무부처	상위기관
구분	1.000	0.962	0.431	0.605	0.319	0.872
기금명	0.962	1.000	0.953	0.000	0.973	NaN
기관유형	0.431	0.953	1.000	0.337	0.507	0.975
항목	0.605	0.000	0.337	1.000	0.058	0.000
주무부처	0.319	0.973	0.507	0.058	1.000	0.982
상위기관	0.872	NaN	0.975	0.000	0.982	1.000

Heatmap
Table

	2018년 반기	2018년 결산	2019년 반기	2019년 결산	2020년 반기	2020년 결산	2021년 반기	2021년 결산	2022년 반기	2022년 결산	기관유형	주무부처	구분	항목	기금명	상위기관
2018년 반기	1.000	0.237	0.698	0.181	0.482	0.059	0.448	0.114	0.502	0.121	0.144	0.000	0.060	0.038	1.000	1.000
2018년 결산	0.237	1.000	0.263	0.810	0.175	0.696	0.160	0.668	0.164	0.647	0.119	0.077	0.072	0.121	0.154	1.000
2019년 반기	0.698	0.263	1.000	0.251	0.595	0.113	0.604	0.158	0.596	0.144	0.130	0.000	0.052	0.022	1.000	1.000
2019년 결산	0.181	0.810	0.251	1.000	0.196	0.775	0.199	0.759	0.190	0.738	0.096	0.071	0.064	0.098	0.154	1.000
2020년 반기	0.482	0.175	0.595	0.196	1.000	0.250	0.678	0.217	0.537	0.161	0.126	0.000	0.063	0.000	1.000	1.000
2020년 결산	0.059	0.696	0.113	0.775	0.250	1.000	0.226	0.828	0.184	0.750	0.092	0.086	0.058	0.103	0.154	1.000
2021년 반기	0.448	0.160	0.604	0.199	0.678	0.226	1.000	0.289	0.746	0.236	0.099	0.000	0.051	0.000	1.000	1.000
2021년 결산	0.114	0.668	0.158	0.759	0.217	0.828	0.289	1.000	0.252	0.845	0.100	0.074	0.059	0.106	0.326	1.000
2022년 반기	0.502	0.164	0.596	0.190	0.537	0.184	0.746	0.252	1.000	0.267	0.143	0.000	0.054	0.000	1.000	1.000
2022년 결산	0.121	0.647	0.144	0.738	0.161	0.750	0.236	0.845	0.267	1.000	0.095	0.076	0.061	0.075	0.269	1.000
기관유형	0.144	0.119	0.130	0.096	0.126	0.092	0.099	0.100	0.143	0.095	1.000	0.507	0.431	0.337	0.953	0.975
주무부처	0.000	0.077	0.000	0.071	0.000	0.086	0.000	0.074	0.000	0.076	0.507	1.000	0.319	0.058	0.973	0.982
구분	0.060	0.072	0.052	0.064	0.063	0.058	0.051	0.059	0.054	0.061	0.431	0.319	1.000	0.605	0.962	0.872
항목	0.038	0.121	0.022	0.098	0.000	0.103	0.000	0.106	0.000	0.075	0.337	0.058	0.605	1.000	0.000	0.000
기금명	1.000	0.154	1.000	0.154	1.000	0.154	1.000	0.326	1.000	0.269	0.953	0.973	0.962	0.000	1.000	0.000
상위기관	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.975	0.982	0.872	0.000	0.000	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

	기관명	기관유형	주무부처	구분	항목	기금명	2018년 결산	2019년 결산	2020년 결산	2021년 결산	2022년 결산	상위기관
0	(사)남북교류협력지원협회	기타공공기관	통일부	고유사업(요약손익계산서(K-GAAP))	01.매출	<NA>	6140.0	4489.0	3857.0	3925.0	4113.0	<NA>
1	(사)남북교류협력지원협회	기타공공기관	통일부	고유사업(요약손익계산서(K-GAAP))	02.순매출	<NA>	6140.0	4489.0	3857.0	3925.0	4113.0	<NA>
2	(사)남북교류협력지원협회	기타공공기관	통일부	고유사업(요약손익계산서(K-GAAP))	03.매출원가	<NA>	3882.0	2199.0	1190.0	1074.0	1421.0	<NA>
3	(사)남북교류협력지원협회	기타공공기관	통일부	고유사업(요약손익계산서(K-GAAP))	04.판관비	<NA>	2182.0	2334.0	2511.0	2684.0	2722.0	<NA>
4	(사)남북교류협력지원협회	기타공공기관	통일부	고유사업(요약손익계산서(K-GAAP))	05.영업이익	<NA>	76.0	-44.0	156.0	167.0	-30.0	<NA>
5	(사)남북교류협력지원협회	기타공공기관	통일부	고유사업(요약손익계산서(K-GAAP))	06.영업이익외 수익	<NA>	0.0	0.0	0.0	0.0	0.0	<NA>
6	(사)남북교류협력지원협회	기타공공기관	통일부	고유사업(요약손익계산서(K-GAAP))	07.영업외 비용	<NA>	0.0	0.0	0.0	0.0	0.0	<NA>
7	(사)남북교류협력지원협회	기타공공기관	통일부	고유사업(요약손익계산서(K-GAAP))	08.법인세 비용	<NA>	0.0	0.0	0.0	0.0	0.0	<NA>
8	(사)남북교류협력지원협회	기타공공기관	통일부	고유사업(요약손익계산서(K-GAAP))	09.총 수익	<NA>	6140.0	4489.0	3857.0	3925.0	4113.0	<NA>
9	(사)남북교류협력지원협회	기타공공기관	통일부	고유사업(요약손익계산서(K-GAAP))	10.총 비용	<NA>	6064.0	4533.0	3701.0	3758.0	4143.0	<NA>

	기관명	기관유형	주무부처	구분	항목	기금명	2018년 결산	2019년 결산	2020년 결산	2021년 결산	2022년 결산	상위기관
6618	육아정책연구소	기타공공기관	국무조정실	고유사업(요약손익계산서(K-GAAP))	05.영업이익	<NA>	73.0	153.0	-572.0	16.0	-77.0	경제인문사회연구회
6619	육아정책연구소	기타공공기관	국무조정실	고유사업(요약손익계산서(K-GAAP))	06.영업이익외 수익	<NA>	113.0	172.0	253.0	156.0	159.0	경제인문사회연구회
6620	육아정책연구소	기타공공기관	국무조정실	고유사업(요약손익계산서(K-GAAP))	07.영업외 비용	<NA>	58.0	204.0	177.0	84.0	51.0	경제인문사회연구회
6621	육아정책연구소	기타공공기관	국무조정실	고유사업(요약손익계산서(K-GAAP))	08.법인세 비용	<NA>	0.0	0.0	0.0	0.0	0.0	경제인문사회연구회
6622	육아정책연구소	기타공공기관	국무조정실	고유사업(요약손익계산서(K-GAAP))	09.총 수익	<NA>	9070.0	11309.0	9966.0	10008.0	10524.0	경제인문사회연구회
6623	육아정책연구소	기타공공기관	국무조정실	고유사업(요약손익계산서(K-GAAP))	10.총 비용	<NA>	8942.0	11188.0	10462.0	9920.0	10493.0	경제인문사회연구회
6624	육아정책연구소	기타공공기관	국무조정실	고유사업(요약손익계산서(K-GAAP))	11.당기 순이익	<NA>	128.0	121.0	-496.0	88.0	31.0	경제인문사회연구회
6625	육아정책연구소	기타공공기관	국무조정실	고유사업(요약손익계산서(K-GAAP))	12.매출액순이익률	<NA>	1.43	1.09	-5.11	0.89	0.3	경제인문사회연구회
6626	육아정책연구소	기타공공기관	국무조정실	고유사업(요약손익계산서(K-GAAP))	13.자기자본회전율	<NA>	596.34	725.07	1426.28	1541.78	1985.63	경제인문사회연구회
6627	육아정책연구소	기타공공기관	국무조정실	고유사업(요약손익계산서(K-GAAP))	14.이자비용	<NA>	0.0	0.0	0.0	0.0	0.0	경제인문사회연구회

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Open Punctuation

Close Punctuation

Space Separator

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values

Length

Interactions

Correlations

Missing values

Sample