gimi9 Pandas Profiling

Dataset statistics

Number of variables	18
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	966
Duplicate rows (%)	9.7%
Total size in memory	1.5 MiB
Average record size in memory	161.0 B

Variable types

Numeric	8
Categorical	4
Text	6

Dataset

Description	부산광역시 해운대구의 재정정보공개시스템에 대한 데이터로 세부사업별 예산현액 및 지출액의 회계구분, 예산현액, 편성액, 이월액, 변경금액 등의 정보를 제공합니다
Author	부산광역시 해운대구
URL	https://www.data.go.kr/data/15050175/fileData.do

Alerts

`수입대체경비(ETC_AMT)` has constant value ""	Constant
Dataset has 966 (9.7%) duplicate rows	Duplicates
`회계구분코드(FIS_FG_CD)` is highly overall correlated with `회계구분(FIS_FG_NM)`	High correlation
`예산현액(BGT_CURR_AMT)` is highly overall correlated with `지출액(EXPD_AMT)` and 2 other fields	High correlation
`지출액(EXPD_AMT)` is highly overall correlated with `예산현액(BGT_CURR_AMT)` and 1 other fields	High correlation
`편성액(COMPO_AMT)` is highly overall correlated with `예산현액(BGT_CURR_AMT)` and 2 other fields	High correlation
`시구군예산액(SIGUNGU_CURR_AMT)` is highly overall correlated with `예산현액(BGT_CURR_AMT)` and 1 other fields	High correlation
`회계구분(FIS_FG_NM)` is highly overall correlated with `회계구분코드(FIS_FG_CD)`	High correlation
`회계구분(FIS_FG_NM)` is highly imbalanced (89.5%)	Imbalance
`지출액(EXPD_AMT)` is highly skewed (γ1 = 24.10560016)	Skewed
`편성액(COMPO_AMT)` is highly skewed (γ1 = 20.78424395)	Skewed
`시구군예산액(SIGUNGU_CURR_AMT)` is highly skewed (γ1 = 20.62452515)	Skewed
`예산현액(BGT_CURR_AMT)` has 189 (1.9%) zeros	Zeros
`지출액(EXPD_AMT)` has 1016 (10.2%) zeros	Zeros
`편성액(COMPO_AMT)` has 596 (6.0%) zeros	Zeros
`이월액(FORWD_AMT)` has 9221 (92.2%) zeros	Zeros
`변경금액(CHNG_AMT)` has 9747 (97.5%) zeros	Zeros
`시구군예산액(SIGUNGU_CURR_AMT)` has 2416 (24.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 04:11:31.100201
Analysis finished	2023-12-12 04:11:44.160354
Duration	13.06 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

회계연도(FIS_YEAR)
Real number (ℝ)

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2019.2639

Minimum	2015
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2015
5-th percentile	2015
Q1	2017
median	2020
Q3	2021
95-th percentile	2022
Maximum	2023
Range	8
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.365421
Coefficient of variation (CV)	0.0011714273
Kurtosis	-1.0932378
Mean	2019.2639
Median Absolute Deviation (MAD)	2
Skewness	-0.3377934
Sum	20192639
Variance	5.5952163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2022	1880	18.8%
2021	1621	16.2%
2020	1381	13.8%
2019	1069	10.7%
2018	1018	10.2%
2017	965	9.7%
2016	868	8.7%
2015	858	8.6%
2023	340	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2015	858	8.6%
2016	868	8.7%
2017	965	9.7%
2018	1018	10.2%
2019	1069	10.7%
2020	1381	13.8%
2021	1621	16.2%
2022	1880	18.8%
2023	340	3.4%

Value	Count	Frequency (%)
2023	340	3.4%
2022	1880	18.8%
2021	1621	16.2%
2020	1381	13.8%
2019	1069	10.7%
2018	1018	10.2%
2017	965	9.7%
2016	868	8.7%
2015	858	8.6%

회계구분코드(FIS_FG_CD)
Real number (ℝ)

HIGH CORRELATION

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	109.9247

Minimum	100
Maximum	460
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	100
5-th percentile	100
Q1	100
median	100
Q3	100
95-th percentile	210
Maximum	460
Range	360
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	48.798209
Coefficient of variation (CV)	0.44392396
Kurtosis	32.34296
Mean	109.9247
Median Absolute Deviation (MAD)	0
Skewness	5.6149931
Sum	1099247
Variance	2381.2652
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
100	9492	94.9%
215	199	2.0%
420	75	0.8%
210	42	0.4%
411	27	0.3%
211	24	0.2%
225	23	0.2%
450	22	0.2%
212	20	0.2%
410	20	0.2%
Other values (7)	56	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100	9492	94.9%
210	42	0.4%
211	24	0.2%
212	20	0.2%
215	199	2.0%
220	6	0.1%
225	23	0.2%
410	20	0.2%
411	27	0.3%
412	3	< 0.1%

Value	Count	Frequency (%)
460	13	0.1%
450	22	0.2%
440	16	0.2%
430	15	0.1%
420	75	0.8%
414	1	< 0.1%
413	2	< 0.1%
412	3	< 0.1%
411	27	0.3%
410	20	0.2%

회계구분(FIS_FG_NM)
Categorical

HIGH CORRELATION IMBALANCE

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

일반회계	9492
주차장특별회계	199
사회복지기금	75
의료급여기금특별회계	42
지하수관리특별회계	24
Other values (14)	168

Length

Max length	15
Median length	4
Mean length	4.1765
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	통합재정안정화기금
2nd row	일반회계
3rd row	옥외광고정비기금
4th row	일반회계
5th row	일반회계

Common Values

Value	Count	Frequency (%)
일반회계	9492	94.9%
주차장특별회계	199	2.0%
사회복지기금	75	0.8%
의료급여기금특별회계	42	0.4%
지하수관리특별회계	24	0.2%
기반시설특별회계	23	0.2%
재난관리기금	22	0.2%
식품진흥기금	20	0.2%
옥외광고발전기금	20	0.2%
발전소주변지역지원사업특별회계	20	0.2%
Other values (9)	63	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
일반회계	9492	94.9%
주차장특별회계	199	2.0%
사회복지기금	75	0.8%
의료급여기금특별회계	42	0.4%
지하수관리특별회계	24	0.2%
기반시설특별회계	23	0.2%
재난관리기금	22	0.2%
옥외광고발전기금	20	0.2%
발전소주변지역지원사업특별회계	20	0.2%
식품진흥기금	20	0.2%
Other values (9)	63	0.6%

부서명(DEPT_NM)
Text

Distinct	77
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	9
Median length	5
Mean length	4.9251
Min length	3

Characters and Unicode

Total characters	49251
Distinct characters	113
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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	기획조정실
2nd row	의회사무국
3rd row	도시디자인과
4th row	일자리경제과
5th row	건축과

Value	Count	Frequency (%)
가족복지과	830	8.3%
복지정책과	633	6.3%
건설과	587	5.9%
행복나눔과	538	5.4%
보건정책과	517	5.2%
일자리경제과	506	5.1%
늘푸른과	456	4.6%
노인장애인복지과	429	4.3%
관광문화과	342	3.4%
안전총괄과	311	3.1%
Other values (67)	4851	48.5%

Most occurring characters

Value	Count	Frequency (%)
과	8339	16.9%
복	2560	5.2%
지	2356	4.8%
정	2029	4.1%
건	1598	3.2%
책	1206	2.4%
관	1117	2.3%
행	1107	2.2%
인	1057	2.1%
리	907	1.8%
Other values (103)	26975	54.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	48352	98.2%
Decimal Number	899	1.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	8339	17.2%
복	2560	5.3%
지	2356	4.9%
정	2029	4.2%
건	1598	3.3%
책	1206	2.5%
관	1117	2.3%
행	1107	2.3%
인	1057	2.2%
리	907	1.9%
Other values (99)	26076	53.9%

Decimal Number

Value	Count	Frequency (%)
1	339	37.7%
2	332	36.9%
3	144	16.0%
4	84	9.3%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	48352	98.2%
Common	899	1.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	8339	17.2%
복	2560	5.3%
지	2356	4.9%
정	2029	4.2%
건	1598	3.3%
책	1206	2.5%
관	1117	2.3%
행	1107	2.3%
인	1057	2.2%
리	907	1.9%
Other values (99)	26076	53.9%

Common

Value	Count	Frequency (%)
1	339	37.7%
2	332	36.9%
3	144	16.0%
4	84	9.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	48352	98.2%
ASCII	899	1.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	8339	17.2%
복	2560	5.3%
지	2356	4.9%
정	2029	4.2%
건	1598	3.3%
책	1206	2.5%
관	1117	2.3%
행	1107	2.3%
인	1057	2.2%
리	907	1.9%
Other values (99)	26076	53.9%

ASCII

Value	Count	Frequency (%)
1	339	37.7%
2	332	36.9%
3	144	16.0%
4	84	9.3%

정책사업명(PBIZ_NM)
Text

Distinct	261
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	21
Median length	16
Mean length	9.9315
Min length	3

Characters and Unicode

Total characters	99315
Distinct characters	225
Distinct categories	8 ?
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	12 ?
Unique (%)	0.1%

Sample

1st row	재무활동(기획조정실)
2nd row	지방의회 운영 지원
3rd row	광고물관리
4th row	해양환경 보전
5th row	건축관리

Value	Count	Frequency (%)
및	1438	5.8%
지원	1232	5.0%
조성	1040	4.2%
사업경비	740	3.0%
육성	698	2.8%
관리	614	2.5%
건강	528	2.1%
보육가족지원	509	2.1%
지방도	470	1.9%
건설	470	1.9%
Other values (344)	17021	68.7%

Most occurring characters

Value	Count	Frequency (%)
	14760	14.9%
지	4476	4.5%
성	2487	2.5%
원	2404	2.4%
정	2162	2.2%
건	1939	2.0%
관	1842	1.9%
경	1789	1.8%
비	1720	1.7%
도	1637	1.6%
Other values (215)	64099	64.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	81617	82.2%
Space Separator	14760	14.9%
Open Punctuation	877	0.9%
Close Punctuation	877	0.9%
Decimal Number	832	0.8%
Other Punctuation	290	0.3%
Dash Punctuation	31	< 0.1%
Uppercase Letter	31	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
지	4476	5.5%
성	2487	3.0%
원	2404	2.9%
정	2162	2.6%
건	1939	2.4%
관	1842	2.3%
경	1789	2.2%
비	1720	2.1%
도	1637	2.0%
동	1578	1.9%
Other values (205)	59583	73.0%

Decimal Number

Value	Count	Frequency (%)
1	305	36.7%
2	299	35.9%
3	144	17.3%
4	84	10.1%

Space Separator

Value	Count	Frequency (%)
	14760	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	877	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	877	100.0%

Other Punctuation

Value	Count	Frequency (%)
·	290	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31	100.0%

Uppercase Letter

Value	Count	Frequency (%)
U	31	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	81617	82.2%
Common	17667	17.8%
Latin	31	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
지	4476	5.5%
성	2487	3.0%
원	2404	2.9%
정	2162	2.6%
건	1939	2.4%
관	1842	2.3%
경	1789	2.2%
비	1720	2.1%
도	1637	2.0%
동	1578	1.9%
Other values (205)	59583	73.0%

Common

Value	Count	Frequency (%)
	14760	83.5%
(	877	5.0%
)	877	5.0%
1	305	1.7%
2	299	1.7%
·	290	1.6%
3	144	0.8%
4	84	0.5%
-	31	0.2%

Latin

Value	Count	Frequency (%)
U	31	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	81617	82.2%
ASCII	17408	17.5%
None	290	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	14760	84.8%
(	877	5.0%
)	877	5.0%
1	305	1.8%
2	299	1.7%
3	144	0.8%
4	84	0.5%
-	31	0.2%
U	31	0.2%

Hangul

Value	Count	Frequency (%)
지	4476	5.5%
성	2487	3.0%
원	2404	2.9%
정	2162	2.6%
건	1939	2.4%
관	1842	2.3%
경	1789	2.2%
비	1720	2.1%
도	1637	2.0%
동	1578	1.9%
Other values (205)	59583	73.0%

None

Value	Count	Frequency (%)
·	290	100.0%

단위사업명(UBIZ_NM)
Text

Distinct	334
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	22
Median length	17
Mean length	9.0132
Min length	2

Characters and Unicode

Total characters	90132
Distinct characters	294
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	15 ?
Unique (%)	0.1%

Sample

1st row	\N
2nd row	국내외교류
3rd row	옥외광고물 관리
4th row	어업기반시설 조성
5th row	건축행정 추진

Value	Count	Frequency (%)
지원	1753	7.8%
및	1099	4.9%
관리	991	4.4%
운영	764	3.4%
지방행정	508	2.2%
기초사무수행	508	2.2%
장애인	373	1.6%
구축	349	1.5%
도로정비	341	1.5%
추진	324	1.4%
Other values (479)	15607	69.0%

Most occurring characters

Value	Count	Frequency (%)
	12655	14.0%
지	4173	4.6%
원	2669	3.0%
사	2342	2.6%
정	2108	2.3%
리	2086	2.3%
관	2067	2.3%
기	1872	2.1%
비	1370	1.5%
행	1362	1.5%
Other values (284)	57428	63.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	76526	84.9%
Space Separator	12655	14.0%
Other Punctuation	454	0.5%
Uppercase Letter	333	0.4%
Close Punctuation	62	0.1%
Open Punctuation	62	0.1%
Decimal Number	40	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
지	4173	5.5%
원	2669	3.5%
사	2342	3.1%
정	2108	2.8%
리	2086	2.7%
관	2067	2.7%
기	1872	2.4%
비	1370	1.8%
행	1362	1.8%
시	1337	1.7%
Other values (269)	55140	72.1%

Decimal Number

Value	Count	Frequency (%)
0	22	55.0%
3	11	27.5%
2	5	12.5%
1	1	2.5%
9	1	2.5%

Uppercase Letter

Value	Count	Frequency (%)
N	246	73.9%
H	29	8.7%
W	29	8.7%
O	29	8.7%

Other Punctuation

Value	Count	Frequency (%)
\	246	54.2%
·	206	45.4%
,	2	0.4%

Space Separator

Value	Count	Frequency (%)
	12655	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	62	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	62	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	76526	84.9%
Common	13273	14.7%
Latin	333	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
지	4173	5.5%
원	2669	3.5%
사	2342	3.1%
정	2108	2.8%
리	2086	2.7%
관	2067	2.7%
기	1872	2.4%
비	1370	1.8%
행	1362	1.8%
시	1337	1.7%
Other values (269)	55140	72.1%

Common

Value	Count	Frequency (%)
	12655	95.3%
\	246	1.9%
·	206	1.6%
)	62	0.5%
(	62	0.5%
0	22	0.2%
3	11	0.1%
2	5	< 0.1%
,	2	< 0.1%
1	1	< 0.1%

Latin

Value	Count	Frequency (%)
N	246	73.9%
H	29	8.7%
W	29	8.7%
O	29	8.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	76526	84.9%
ASCII	13400	14.9%
None	206	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	12655	94.4%
N	246	1.8%
\	246	1.8%
)	62	0.5%
(	62	0.5%
H	29	0.2%
W	29	0.2%
O	29	0.2%
0	22	0.2%
3	11	0.1%
Other values (4)	9	0.1%

Hangul

Value	Count	Frequency (%)
지	4173	5.5%
원	2669	3.5%
사	2342	3.1%
정	2108	2.8%
리	2086	2.7%
관	2067	2.7%
기	1872	2.4%
비	1370	1.8%
행	1362	1.8%
시	1337	1.7%
Other values (269)	55140	72.1%

None

Value	Count	Frequency (%)
·	206	100.0%

세부사업명(DBIZ_NM)
Text

Distinct	2489
Distinct (%)	24.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	40
Median length	29
Mean length	11.9136
Min length	2

Characters and Unicode

Total characters	119136
Distinct characters	586
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	612 ?
Unique (%)	6.1%

Sample

1st row	보전지출(재정안정화계정)
2nd row	국내의정활동
3rd row	불법광고물 정비
4th row	송정항 어항개발 계획수립 용역
5th row	무허가건축물 행정대집행

Value	Count	Frequency (%)
지원	1706	6.5%
운영	1548	5.9%
관리	624	2.4%
및	591	2.2%
기본경비	309	1.2%
사업	286	1.1%
청사	203	0.8%
등	196	0.7%
정비	195	0.7%
일원	185	0.7%
Other values (3234)	20500	77.8%

Most occurring characters

Value	Count	Frequency (%)
	16357	13.7%
지	4457	3.7%
원	3618	3.0%
사	3066	2.6%
운	2567	2.2%
영	2397	2.0%
비	2118	1.8%
관	1964	1.6%
업	1913	1.6%
리	1894	1.6%
Other values (576)	78785	66.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	99114	83.2%
Space Separator	16357	13.7%
Open Punctuation	987	0.8%
Close Punctuation	987	0.8%
Decimal Number	853	0.7%
Other Punctuation	384	0.3%
Uppercase Letter	290	0.2%
Lowercase Letter	66	0.1%
Dash Punctuation	59	< 0.1%
Math Symbol	26	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
지	4457	4.5%
원	3618	3.7%
사	3066	3.1%
운	2567	2.6%
영	2397	2.4%
비	2118	2.1%
관	1964	2.0%
업	1913	1.9%
리	1894	1.9%
동	1505	1.5%
Other values (514)	73615	74.3%

Uppercase Letter

Value	Count	Frequency (%)
C	59	20.3%
P	31	10.7%
E	30	10.3%
T	30	10.3%
V	26	9.0%
A	25	8.6%
I	18	6.2%
D	18	6.2%
L	11	3.8%
U	11	3.8%
Other values (9)	31	10.7%

Lowercase Letter

Value	Count	Frequency (%)
o	19	28.8%
l	7	10.6%
p	6	9.1%
r	5	7.6%
e	5	7.6%
a	5	7.6%
b	3	4.5%
t	3	4.5%
u	3	4.5%
g	2	3.0%
Other values (5)	8	12.1%

Decimal Number

Value	Count	Frequency (%)
1	227	26.6%
2	187	21.9%
3	132	15.5%
9	93	10.9%
4	58	6.8%
0	45	5.3%
7	36	4.2%
5	34	4.0%
8	26	3.0%
6	15	1.8%

Other Punctuation

Value	Count	Frequency (%)
·	243	63.3%
,	109	28.4%
'	12	3.1%
.	10	2.6%
&	6	1.6%
!	3	0.8%
\	1	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	948	96.0%
『	37	3.7%
「	2	0.2%

Close Punctuation

Value	Count	Frequency (%)
)	948	96.0%
』	37	3.7%
」	2	0.2%

Letter Number

Value	Count	Frequency (%)
Ⅱ	7	53.8%
Ⅰ	6	46.2%

Space Separator

Value	Count	Frequency (%)
	16357	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	59	100.0%

Math Symbol

Value	Count	Frequency (%)
~	26	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	99114	83.2%
Common	19653	16.5%
Latin	369	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
지	4457	4.5%
원	3618	3.7%
사	3066	3.1%
운	2567	2.6%
영	2397	2.4%
비	2118	2.1%
관	1964	2.0%
업	1913	1.9%
리	1894	1.9%
동	1505	1.5%
Other values (514)	73615	74.3%

Latin

Value	Count	Frequency (%)
C	59	16.0%
P	31	8.4%
E	30	8.1%
T	30	8.1%
V	26	7.0%
A	25	6.8%
o	19	5.1%
I	18	4.9%
D	18	4.9%
L	11	3.0%
Other values (26)	102	27.6%

Common

Value	Count	Frequency (%)
	16357	83.2%
(	948	4.8%
)	948	4.8%
·	243	1.2%
1	227	1.2%
2	187	1.0%
3	132	0.7%
,	109	0.6%
9	93	0.5%
-	59	0.3%
Other values (16)	350	1.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	99095	83.2%
ASCII	19688	16.5%
None	321	0.3%
Compat Jamo	19	< 0.1%
Number Forms	13	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	16357	83.1%
(	948	4.8%
)	948	4.8%
1	227	1.2%
2	187	0.9%
3	132	0.7%
,	109	0.6%
9	93	0.5%
C	59	0.3%
-	59	0.3%
Other values (45)	569	2.9%

Hangul

Value	Count	Frequency (%)
지	4457	4.5%
원	3618	3.7%
사	3066	3.1%
운	2567	2.6%
영	2397	2.4%
비	2118	2.1%
관	1964	2.0%
업	1913	1.9%
리	1894	1.9%
동	1505	1.5%
Other values (513)	73596	74.3%

None

Value	Count	Frequency (%)
·	243	75.7%
』	37	11.5%
『	37	11.5%
「	2	0.6%
」	2	0.6%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	19	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	7	53.8%
Ⅰ	6	46.2%

사업구분(SUBSD_BGT_FG_NM)
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

자체	5535
보조	4465

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
자체	5535	55.4%
보조	4465	44.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
자체	5535	55.4%
보조	4465	44.6%

예산현액(BGT_CURR_AMT)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	5842
Distinct (%)	58.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.3839787 × 10⁸

Minimum	0
Maximum	1.49552 × 10¹¹
Zeros	189
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	865200
Q1	10000000
median	46249000
Q3	1.89056 × 10⁸
95-th percentile	1.4947492 × 10⁹
Maximum	1.49552 × 10¹¹
Range	1.49552 × 10¹¹
Interquartile range (IQR)	1.79056 × 10⁸

Descriptive statistics

Standard deviation	3.6081238 × 10⁹
Coefficient of variation (CV)	6.7015937
Kurtosis	558.23299
Mean	5.3839787 × 10⁸
Median Absolute Deviation (MAD)	42892500
Skewness	19.995713
Sum	5.3839787 × 10¹²
Variance	1.3018557 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	189	1.9%
20000000	104	1.0%
100000000	97	1.0%
3000000	87	0.9%
50000000	86	0.9%
300000000	79	0.8%
5000000	78	0.8%
30000000	76	0.8%
1000000	71	0.7%
10000000	70	0.7%
Other values (5832)	9063	90.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	189	1.9%
1000	1	< 0.1%
21000	1	< 0.1%
25000	1	< 0.1%
27000	1	< 0.1%
33000	1	< 0.1%
40000	1	< 0.1%
44000	1	< 0.1%
54000	1	< 0.1%
80000	3	< 0.1%

Value	Count	Frequency (%)
149552000000	1	< 0.1%
111686000000	1	< 0.1%
93809954000	1	< 0.1%
82705196000	1	< 0.1%
78166000000	2	< 0.1%
61619971000	1	< 0.1%
59800000000	1	< 0.1%
59386412000	1	< 0.1%
58725675000	3	< 0.1%
49119478000	1	< 0.1%

지출액(EXPD_AMT)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	6893
Distinct (%)	68.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0815738 × 10⁸

Minimum	0
Maximum	1.49245 × 10¹¹
Zeros	1016
Zeros (%)	10.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4714960
median	30253015
Q3	1.2560326 × 10⁸
95-th percentile	9.9619361 × 10⁸
Maximum	1.49245 × 10¹¹
Range	1.49245 × 10¹¹
Interquartile range (IQR)	1.208883 × 10⁸

Descriptive statistics

Standard deviation	3.2774745 × 10⁹
Coefficient of variation (CV)	8.0299285
Kurtosis	780.6677
Mean	4.0815738 × 10⁸
Median Absolute Deviation (MAD)	29676815
Skewness	24.1056
Sum	4.0815738 × 10¹²
Variance	1.0741839 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1016	10.2%
20000000	59	0.6%
5000000	47	0.5%
1000000	43	0.4%
2000000	36	0.4%
10000000	36	0.4%
30000000	35	0.4%
3000000	35	0.4%
4000000	34	0.3%
50000000	32	0.3%
Other values (6883)	8627	86.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1016	10.2%
150	1	< 0.1%
8950	1	< 0.1%
20170	1	< 0.1%
24610	1	< 0.1%
27000	2	< 0.1%
31960	1	< 0.1%
38500	1	< 0.1%
40000	1	< 0.1%
44000	1	< 0.1%

Value	Count	Frequency (%)
149245000000	1	< 0.1%
111506000000	1	< 0.1%
93807526070	1	< 0.1%
82610643610	1	< 0.1%
77701398200	2	< 0.1%
61121324800	1	< 0.1%
59734262000	1	< 0.1%
59280650120	1	< 0.1%
48684773900	1	< 0.1%
46537715140	1	< 0.1%

분야(FLD_NM)
Categorical

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

사회복지	2701
일반공공행정	1742
보건	808
문화및관광	800
농림해양수산	743
Other values (11)	3206

Length

Max length	11
Median length	7
Mean length	4.7214
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	일반공공행정
2nd row	일반공공행정
3rd row	국토및지역개발
4th row	농림해양수산
5th row	국토및지역개발

Common Values

Value	Count	Frequency (%)
사회복지	2701	27.0%
일반공공행정	1742	17.4%
보건	808	8.1%
문화및관광	800	8.0%
농림해양수산	743	7.4%
국토및지역개발	666	6.7%
기타	585	5.9%
교통및물류	559	5.6%
공공질서및안전	364	3.6%
수송및교통	342	3.4%
Other values (6)	690	6.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
사회복지	2701	27.0%
일반공공행정	1742	17.4%
보건	808	8.1%
문화및관광	800	8.0%
농림해양수산	743	7.4%
국토및지역개발	666	6.7%
기타	585	5.9%
교통및물류	559	5.6%
공공질서및안전	364	3.6%
수송및교통	342	3.4%
Other values (6)	690	6.9%

사업시작일자(BIZ_START_YMD)
Text

Distinct	125
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	10
Median length	10
Mean length	9.984
Min length	2

Characters and Unicode

Total characters	99840
Distinct characters	13
Distinct categories	4 ?
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	39 ?
Unique (%)	0.4%

Sample

1st row	2023-01-01
2nd row	2020-01-01
3rd row	2016-01-01
4th row	2021-01-01
5th row	2022-01-01

Value	Count	Frequency (%)
2022-01-01	1699	17.0%
2021-01-01	1536	15.4%
2020-01-01	1334	13.3%
2019-01-01	1112	11.1%
2018-01-01	991	9.9%
2017-01-01	945	9.4%
2015-01-01	880	8.8%
2016-01-01	823	8.2%
2023-01-01	321	3.2%
n	20	0.2%
Other values (115)	339	3.4%

Most occurring characters

Value	Count	Frequency (%)
0	31168	31.2%
1	26221	26.3%
-	19960	20.0%
2	16966	17.0%
9	1210	1.2%
8	1041	1.0%
7	995	1.0%
5	921	0.9%
6	893	0.9%
3	380	0.4%
Other values (3)	85	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79840	80.0%
Dash Punctuation	19960	20.0%
Other Punctuation	20	< 0.1%
Uppercase Letter	20	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	31168	39.0%
1	26221	32.8%
2	16966	21.2%
9	1210	1.5%
8	1041	1.3%
7	995	1.2%
5	921	1.2%
6	893	1.1%
3	380	0.5%
4	45	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	19960	100.0%

Other Punctuation

Value	Count	Frequency (%)
\	20	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99820	> 99.9%
Latin	20	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	31168	31.2%
1	26221	26.3%
-	19960	20.0%
2	16966	17.0%
9	1210	1.2%
8	1041	1.0%
7	995	1.0%
5	921	0.9%
6	893	0.9%
3	380	0.4%
Other values (2)	65	0.1%

Latin

Value	Count	Frequency (%)
N	20	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99840	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	31168	31.2%
1	26221	26.3%
-	19960	20.0%
2	16966	17.0%
9	1210	1.2%
8	1041	1.0%
7	995	1.0%
5	921	0.9%
6	893	0.9%
3	380	0.4%
Other values (3)	85	0.1%

사업종료일자(BIZ_END_YMD)
Text

Distinct	59
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	10
Median length	10
Mean length	9.984
Min length	2

Characters and Unicode

Total characters	99840
Distinct characters	13
Distinct categories	4 ?
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	18 ?
Unique (%)	0.2%

Sample

1st row	2027-12-31
2nd row	2024-12-31
3rd row	2020-12-31
4th row	2025-12-31
5th row	2026-12-31

Value	Count	Frequency (%)
2026-12-31	1490	14.9%
2025-12-31	1283	12.8%
2021-12-31	1209	12.1%
2022-12-31	1174	11.7%
2024-12-31	1165	11.7%
2023-12-31	1064	10.6%
2020-12-31	1017	10.2%
2019-12-31	922	9.2%
2027-12-31	269	2.7%
2018-12-31	116	1.2%
Other values (49)	291	2.9%

Most occurring characters

Value	Count	Frequency (%)
2	29839	29.9%
1	22336	22.4%
-	19960	20.0%
0	11116	11.1%
3	11041	11.1%
6	1545	1.5%
5	1324	1.3%
4	1177	1.2%
9	945	0.9%
7	379	0.4%
Other values (3)	178	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79840	80.0%
Dash Punctuation	19960	20.0%
Other Punctuation	20	< 0.1%
Uppercase Letter	20	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	29839	37.4%
1	22336	28.0%
0	11116	13.9%
3	11041	13.8%
6	1545	1.9%
5	1324	1.7%
4	1177	1.5%
9	945	1.2%
7	379	0.5%
8	138	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	19960	100.0%

Other Punctuation

Value	Count	Frequency (%)
\	20	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99820	> 99.9%
Latin	20	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	29839	29.9%
1	22336	22.4%
-	19960	20.0%
0	11116	11.1%
3	11041	11.1%
6	1545	1.5%
5	1324	1.3%
4	1177	1.2%
9	945	0.9%
7	379	0.4%
Other values (2)	158	0.2%

Latin

Value	Count	Frequency (%)
N	20	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99840	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	29839	29.9%
1	22336	22.4%
-	19960	20.0%
0	11116	11.1%
3	11041	11.1%
6	1545	1.5%
5	1324	1.3%
4	1177	1.2%
9	945	0.9%
7	379	0.4%
Other values (3)	178	0.2%

편성액(COMPO_AMT)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	5561
Distinct (%)	55.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9673005 × 10⁸

Minimum	-11573000
Maximum	1.5 × 10¹¹
Zeros	596
Zeros (%)	6.0%
Negative	2
Negative (%)	< 0.1%
Memory size	166.0 KiB

Quantile statistics

Minimum	-11573000
5-th percentile	0
Q1	6900000
median	38226000
Q3	1.511625 × 10⁸
95-th percentile	1.2819775 × 10⁹
Maximum	1.5 × 10¹¹
Range	1.5001157 × 10¹¹
Interquartile range (IQR)	1.442625 × 10⁸

Descriptive statistics

Standard deviation	3.5230469 × 10⁹
Coefficient of variation (CV)	7.092478
Kurtosis	605.53971
Mean	4.9673005 × 10⁸
Median Absolute Deviation (MAD)	36226000
Skewness	20.784244
Sum	4.9673005 × 10¹²
Variance	1.241186 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	596	6.0%
20000000	99	1.0%
100000000	93	0.9%
3000000	86	0.9%
50000000	85	0.9%
30000000	76	0.8%
5000000	75	0.8%
1000000	73	0.7%
300000000	71	0.7%
10000000	66	0.7%
Other values (5551)	8680	86.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11573000	1	< 0.1%
-1820000	1	< 0.1%
0	596	6.0%
1000	1	< 0.1%
21000	1	< 0.1%
25000	1	< 0.1%
27000	1	< 0.1%
33000	1	< 0.1%
40000	1	< 0.1%
44000	1	< 0.1%

Value	Count	Frequency (%)
150000000000	1	< 0.1%
112000000000	1	< 0.1%
93809954000	1	< 0.1%
82705196000	1	< 0.1%
78166000000	2	< 0.1%
61619971000	1	< 0.1%
59800000000	1	< 0.1%
59386412000	1	< 0.1%
49119478000	1	< 0.1%
48725967000	2	< 0.1%

이월액(FORWD_AMT)
Real number (ℝ)

ZEROS

Distinct	524
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38848051

Minimum	0
Maximum	1.1251002 × 10¹⁰
Zeros	9221
Zeros (%)	92.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	80054729
Maximum	1.1251002 × 10¹⁰
Range	1.1251002 × 10¹⁰
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.1668344 × 10⁸
Coefficient of variation (CV)	8.1518488
Kurtosis	456.60114
Mean	38848051
Median Absolute Deviation (MAD)	0
Skewness	17.993993
Sum	3.8848051 × 10¹¹
Variance	1.002884 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9221	92.2%
300000000	19	0.2%
500000000	15	0.1%
100000000	12	0.1%
200000000	11	0.1%
10000000	10	0.1%
20000000	8	0.1%
400000000	7	0.1%
22000000	7	0.1%
1000000000	7	0.1%
Other values (514)	683	6.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9221	92.2%
1000000	3	< 0.1%
1190000	1	< 0.1%
1890000	2	< 0.1%
2000000	1	< 0.1%
2024000	1	< 0.1%
2257470	1	< 0.1%
3000000	3	< 0.1%
3495600	1	< 0.1%
4050000	2	< 0.1%

Value	Count	Frequency (%)
11251001630	2	< 0.1%
7641436550	1	< 0.1%
6465136220	1	< 0.1%
6385632800	1	< 0.1%
6155822980	2	< 0.1%
4874867530	1	< 0.1%
4705922990	1	< 0.1%
4485532230	2	< 0.1%
4387292790	1	< 0.1%
3998712700	2	< 0.1%

변경금액(CHNG_AMT)
Real number (ℝ)

ZEROS

Distinct	200
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2895967

Minimum	-4.8725967 × 10¹⁰
Maximum	4.8725967 × 10¹⁰
Zeros	9747
Zeros (%)	97.5%
Negative	95
Negative (%)	0.9%
Memory size	166.0 KiB

Quantile statistics

Minimum	-4.8725967 × 10¹⁰
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4.8725967 × 10¹⁰
Range	9.7451934 × 10¹⁰
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.0999361 × 10⁹
Coefficient of variation (CV)	379.81652
Kurtosis	1925.1285
Mean	2895967
Median Absolute Deviation (MAD)	0
Skewness	8.534443
Sum	2.895967 × 10¹⁰
Variance	1.2098594 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9747	97.5%
-2000000	7	0.1%
2000000	6	0.1%
1000000	5	0.1%
3000000	4	< 0.1%
200000000	3	< 0.1%
-1000000	3	< 0.1%
48725967000	3	< 0.1%
22000000	2	< 0.1%
54447000	2	< 0.1%
Other values (190)	218	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-48725967000	2	< 0.1%
-10000000000	2	< 0.1%
-2825775000	2	< 0.1%
-1269659000	2	< 0.1%
-823162000	1	< 0.1%
-382456000	1	< 0.1%
-138971000	2	< 0.1%
-120591000	1	< 0.1%
-113700000	1	< 0.1%
-83129000	1	< 0.1%

Value	Count	Frequency (%)
48725967000	3	< 0.1%
1944450000	1	< 0.1%
730000000	1	< 0.1%
450000000	2	< 0.1%
443881000	1	< 0.1%
366000000	1	< 0.1%
353692000	2	< 0.1%
310000000	2	< 0.1%
301153000	1	< 0.1%
300000000	1	< 0.1%

수입대체경비(ETC_AMT)
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	10000	100.0%

시구군예산액(SIGUNGU_CURR_AMT)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	4765
Distinct (%)	47.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5436917 × 10⁸

Minimum	0
Maximum	6.1619971 × 10¹⁰
Zeros	2416
Zeros (%)	24.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	288000
median	15422000
Q3	74575500
95-th percentile	6.575292 × 10⁸
Maximum	6.1619971 × 10¹⁰
Range	6.1619971 × 10¹⁰
Interquartile range (IQR)	74287500

Descriptive statistics

Standard deviation	2.0062488 × 10⁹
Coefficient of variation (CV)	7.887154
Kurtosis	516.34422
Mean	2.5436917 × 10⁸
Median Absolute Deviation (MAD)	15422000
Skewness	20.624525
Sum	2.5436917 × 10¹²
Variance	4.0250342 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2416	24.2%
20000000	82	0.8%
50000000	74	0.7%
100000000	72	0.7%
30000000	62	0.6%
1000000	61	0.6%
3000000	58	0.6%
5000000	58	0.6%
10000000	54	0.5%
500000	49	0.5%
Other values (4755)	7014	70.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2416	24.2%
1000	1	< 0.1%
18000	1	< 0.1%
19000	2	< 0.1%
20000	1	< 0.1%
21000	1	< 0.1%
25000	1	< 0.1%
27000	1	< 0.1%
33000	1	< 0.1%
40000	5	0.1%

Value	Count	Frequency (%)
61619971000	1	< 0.1%
59382988000	1	< 0.1%
58725675000	3	< 0.1%
49112878000	1	< 0.1%
47073849000	1	< 0.1%
42361353000	1	< 0.1%
41546041000	1	< 0.1%
34905728000	1	< 0.1%
31754818000	1	< 0.1%
24765000000	1	< 0.1%

Heatmap
Table

	회계연도(FIS_YEAR)	회계구분코드(FIS_FG_CD)	회계구분(FIS_FG_NM)	부서명(DEPT_NM)	사업구분(SUBSD_BGT_FG_NM)	예산현액(BGT_CURR_AMT)	지출액(EXPD_AMT)	분야(FLD_NM)	사업종료일자(BIZ_END_YMD)	편성액(COMPO_AMT)	이월액(FORWD_AMT)	변경금액(CHNG_AMT)	시구군예산액(SIGUNGU_CURR_AMT)
회계연도(FIS_YEAR)	1.000	0.045	0.080	0.637	0.029	0.024	0.022	0.391	0.982	0.014	0.122	0.051	0.034
회계구분코드(FIS_FG_CD)	0.045	1.000	1.000	0.722	0.199	0.126	0.000	0.525	0.188	0.093	0.098	0.307	0.204
회계구분(FIS_FG_NM)	0.080	1.000	1.000	0.832	0.166	0.350	0.000	0.546	0.350	0.306	0.057	0.504	0.604
부서명(DEPT_NM)	0.637	0.722	0.832	1.000	0.614	0.362	0.000	0.966	0.593	0.152	0.132	0.579	0.448
사업구분(SUBSD_BGT_FG_NM)	0.029	0.199	0.166	0.614	1.000	0.030	0.044	0.613	0.123	0.027	0.059	0.083	0.034
예산현액(BGT_CURR_AMT)	0.024	0.126	0.350	0.362	0.030	1.000	0.996	0.263	0.573	0.999	0.159	0.540	0.884
지출액(EXPD_AMT)	0.022	0.000	0.000	0.000	0.044	0.996	1.000	0.034	0.571	0.997	0.000	0.000	0.810
분야(FLD_NM)	0.391	0.525	0.546	0.966	0.613	0.263	0.034	1.000	0.408	0.260	0.135	0.118	0.447
사업종료일자(BIZ_END_YMD)	0.982	0.188	0.350	0.593	0.123	0.573	0.571	0.408	1.000	0.573	0.263	0.234	0.000
편성액(COMPO_AMT)	0.014	0.093	0.306	0.152	0.027	0.999	0.997	0.260	0.573	1.000	0.000	0.000	0.851
이월액(FORWD_AMT)	0.122	0.098	0.057	0.132	0.059	0.159	0.000	0.135	0.263	0.000	1.000	0.000	0.226
변경금액(CHNG_AMT)	0.051	0.307	0.504	0.579	0.083	0.540	0.000	0.118	0.234	0.000	0.000	1.000	0.617
시구군예산액(SIGUNGU_CURR_AMT)	0.034	0.204	0.604	0.448	0.034	0.884	0.810	0.447	0.000	0.851	0.226	0.617	1.000

Heatmap
Table

	사업구분(SUBSD_BGT_FG_NM)	분야(FLD_NM)	회계구분(FIS_FG_NM)
사업구분(SUBSD_BGT_FG_NM)	1.000	0.487	0.147
분야(FLD_NM)	0.487	1.000	0.204
회계구분(FIS_FG_NM)	0.147	0.204	1.000

Heatmap
Table

	회계연도(FIS_YEAR)	회계구분코드(FIS_FG_CD)	예산현액(BGT_CURR_AMT)	지출액(EXPD_AMT)	편성액(COMPO_AMT)	이월액(FORWD_AMT)	변경금액(CHNG_AMT)	시구군예산액(SIGUNGU_CURR_AMT)	회계구분(FIS_FG_NM)	사업구분(SUBSD_BGT_FG_NM)	분야(FLD_NM)
회계연도(FIS_YEAR)	1.000	-0.030	0.017	-0.125	-0.031	0.072	0.006	0.005	0.034	0.026	0.139
회계구분코드(FIS_FG_CD)	-0.030	1.000	0.086	-0.075	0.096	-0.011	-0.003	0.139	0.999	0.132	0.270
예산현액(BGT_CURR_AMT)	0.017	0.086	1.000	0.790	0.862	0.271	0.055	0.555	0.145	0.030	0.111
지출액(EXPD_AMT)	-0.125	-0.075	0.790	1.000	0.733	0.166	0.066	0.458	0.000	0.044	0.014
편성액(COMPO_AMT)	-0.031	0.096	0.862	0.733	1.000	-0.103	-0.022	0.506	0.124	0.027	0.110
이월액(FORWD_AMT)	0.072	-0.011	0.271	0.166	-0.103	1.000	0.003	0.156	0.024	0.045	0.048
변경금액(CHNG_AMT)	0.006	-0.003	0.055	0.066	-0.022	0.003	1.000	0.065	0.308	0.056	0.047
시구군예산액(SIGUNGU_CURR_AMT)	0.005	0.139	0.555	0.458	0.506	0.156	0.065	1.000	0.287	0.033	0.202
회계구분(FIS_FG_NM)	0.034	0.999	0.145	0.000	0.124	0.024	0.308	0.287	1.000	0.147	0.204
사업구분(SUBSD_BGT_FG_NM)	0.026	0.132	0.030	0.044	0.027	0.045	0.056	0.033	0.147	1.000	0.487
분야(FLD_NM)	0.139	0.270	0.111	0.014	0.110	0.048	0.047	0.202	0.204	0.487	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

	회계연도(FIS_YEAR)	회계구분코드(FIS_FG_CD)	회계구분(FIS_FG_NM)	부서명(DEPT_NM)	정책사업명(PBIZ_NM)	단위사업명(UBIZ_NM)	세부사업명(DBIZ_NM)	사업구분(SUBSD_BGT_FG_NM)	예산현액(BGT_CURR_AMT)	지출액(EXPD_AMT)	분야(FLD_NM)	사업시작일자(BIZ_START_YMD)	사업종료일자(BIZ_END_YMD)	편성액(COMPO_AMT)	이월액(FORWD_AMT)	시구군예산액(SIGUNGU_CURR_AMT)
12124	2023	412	통합재정안정화기금	기획조정실	재무활동(기획조정실)	\N	보전지출(재정안정화계정)	자체	24765000000	0	일반공공행정	2023-01-01	2027-12-31	24765000000	0	24765000000
7207	2020	100	일반회계	의회사무국	지방의회 운영 지원	국내외교류	국내의정활동	자체	15611000	2892900	일반공공행정	2020-01-01	2024-12-31	15611000	0	15611000
664	2016	411	옥외광고정비기금	도시디자인과	광고물관리	옥외광고물 관리	불법광고물 정비	자체	245294000	230025010	국토및지역개발	2016-01-01	2020-12-31	245294000	0	245294000
10268	2021	100	일반회계	일자리경제과	해양환경 보전	어업기반시설 조성	송정항 어항개발 계획수립 용역	자체	36043900	36043620	농림해양수산	2021-01-01	2025-12-31	22862000	13181900	36043900
13065	2022	100	일반회계	건축과	건축관리	건축행정 추진	무허가건축물 행정대집행	자체	15000000	0	국토및지역개발	2022-01-01	2026-12-31	15000000	0	15000000
4188	2019	100	일반회계	반송1동	반송1동 사업경비	지방행정 기초사무수행	민방위 비상급수시설 관리	자체	3440000	1625850	일반공공행정	2019-01-01	2023-12-31	3440000	0	3440000
3769	2019	100	일반회계	미래도시과	상하수도·수질관리	하수도 수질관리	하수구 관리	보조	212319000	157951950	환경보호	2019-01-01	2023-12-31	162520000	49799000	182319000
10197	2021	100	일반회계	건설과	지방도 건설 확포장 및 건설사업 활성화	도로건설	반여1동 우회도로 개설	자체	434873000	373669100	교통및물류	1996-01-01	2021-12-31	0	434873000	34873000
6827	2021	100	일반회계	교통정책과	교통 안전 확보	교통관련시설물 정비	자전거 관련 시설물 유지보수	자체	9620000	5136030	교통및물류	2021-01-01	2025-12-31	9620000	0	9620000
3334	2018	100	일반회계	보건정책과	건강 정책	구강건강 관리	아동주치의사업 지원	보조	38000000	38000000	보건	2018-01-01	2022-12-31	38000000	0	19000000

	회계연도(FIS_YEAR)	회계구분코드(FIS_FG_CD)	회계구분(FIS_FG_NM)	부서명(DEPT_NM)	정책사업명(PBIZ_NM)	단위사업명(UBIZ_NM)	세부사업명(DBIZ_NM)	사업구분(SUBSD_BGT_FG_NM)	예산현액(BGT_CURR_AMT)	지출액(EXPD_AMT)	분야(FLD_NM)	사업시작일자(BIZ_START_YMD)	사업종료일자(BIZ_END_YMD)	편성액(COMPO_AMT)	시구군예산액(SIGUNGU_CURR_AMT)
8278	2021	100	일반회계	노인장애인복지과	노인복지 지원	노인사회참여 및 여가생활 지원	경로당 환경개선	보조	20000000	19944000	사회복지	2021-01-01	2021-12-31	20000000	10000000
2005	2017	100	일반회계	복지정책과	아동 건전 육성	요보호 아동 지원	입양축하금 지원	보조	7000000	2000000	사회복지	2017-01-01	2021-12-31	7000000	0
10271	2021	100	일반회계	건강증진과	건강 증진	구민 정신건강증진	정신질환자 치료비 지원 사업	보조	55976000	17661750	보건	2021-01-01	2025-12-31	55976000	13994000
9538	2021	100	일반회계	노인장애인복지과	노인일자리창출	노인일자리 지원	노인사회활동지원사업(자체)	자체	850000	850000	사회복지	2021-01-01	2025-12-31	850000	850000
3191	2018	100	일반회계	행복나눔과	장애인 자립기반 조성	장애인 생활안정	장애수당(차상위)	보조	617630000	614460000	사회복지	2018-01-01	2022-12-31	617630000	0
12804	2022	100	일반회계	보건정책과	건강 정책	구민건강증진 기타사업 추진	헌혈장려 사업	자체	8000000	8000000	보건	2022-01-01	2026-12-31	8000000	8000000
9801	2022	100	일반회계	노인장애인복지과	노인복지 지원	노인복지시설 지원	노인복지관 직원급여보전액 지원	보조	13260000	12042000	사회복지	2022-01-01	2026-12-31	13260000	0
1857	2017	100	일반회계	보건정책과	건강 정책	구민건강증진 기타사업 추진	기초정신건강증진센터 운영	보조	228860000	228860000	보건	2017-01-01	2021-12-31	228860000	51115000
11633	2022	100	일반회계	노인장애인복지과	장애인 자립기반 조성	장애인 편의 제공	장애인 인식개선	자체	1000000	1000000	사회복지	2022-01-01	2026-12-31	1000000	1000000
5172	2021	100	일반회계	안전총괄과	민방위 운영	민방위교육 훈련	국민참여 민방위의 날 훈련	보조	1900000	1892000	공공질서및안전	2021-01-01	2025-12-31	1900000	665000

Most frequently occurring

	회계연도(FIS_YEAR)	회계구분코드(FIS_FG_CD)	회계구분(FIS_FG_NM)	부서명(DEPT_NM)	정책사업명(PBIZ_NM)	단위사업명(UBIZ_NM)	세부사업명(DBIZ_NM)	사업구분(SUBSD_BGT_FG_NM)	예산현액(BGT_CURR_AMT)	분야(FLD_NM)	사업시작일자(BIZ_START_YMD)	사업종료일자(BIZ_END_YMD)	편성액(COMPO_AMT)	시구군예산액(SIGUNGU_CURR_AMT)	# duplicates
572	2022	100	일반회계	가족복지과	아동 건전 육성	아동복지시설 지원	지역아동센터 공기청정기 지원	보조	0	사회복지	2022-01-01	2026-12-31	0	0	3
575	2022	100	일반회계	가족복지과	아동 건전 육성	아동복지시설 지원	학대피해아동쉼터 건전육성지원	보조	2290000	사회복지	2022-01-01	2026-12-31	2290000	0	3
586	2022	100	일반회계	가족복지과	아동 건전 육성	요보호 아동 지원	입양대상아동 보호비 지원	보조	6000000	사회복지	2022-07-01	2026-12-31	6000000	0	3
587	2022	100	일반회계	가족복지과	아동 건전 육성	요보호 아동 지원	입양비용 지원	보조	5400000	사회복지	2022-01-01	2026-12-31	5400000	0	3
631	2022	100	일반회계	건강증진과	건강 증진	치매관리체계 구축	치매안심센터 운영 지원(자체)	자체	80000	보건	2022-01-01	2026-12-31	80000	80000	3
650	2022	100	일반회계	건설과	지방도 건설 확포장 및 건설사업 활성화	도로정비	달맞이길 추리문학관 일원 도로(계단) 정비	보조	300000000	교통및물류	2022-12-26	2023-12-31	300000000	0	3
655	2022	100	일반회계	건설과	지방도 건설 확포장 및 건설사업 활성화	도로정비	반송마루 진입로 보행환경 개선	자체	250000000	교통및물류	2022-12-01	2023-12-31	250000000	0	3
662	2022	100	일반회계	건설과	지방도 건설 확포장 및 건설사업 활성화	도로정비	삼어로 일원 방음시설 설치	보조	1800000000	교통및물류	2020-01-01	2026-12-31	1800000000	0	3
667	2022	100	일반회계	건설과	지방도 건설 확포장 및 건설사업 활성화	도로정비	우동 해운대로 594번길 일원 보도설치	자체	0	교통및물류	2020-01-01	2026-12-31	0	0	3
670	2022	100	일반회계	건설과	지방도 건설 확포장 및 건설사업 활성화	도로정비	운봉길 51-10 일원 도로정비	자체	30000000	교통및물류	2022-01-01	2022-12-31	30000000	30000000	3

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Open Punctuation

Close Punctuation

Other Punctuation

Dash Punctuation

Uppercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Letter Number

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII