Overview

Dataset statistics

Number of variables8
Number of observations222
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory14.9 KiB
Average record size in memory68.6 B

Variable types

Categorical6
Numeric2

Dataset

Description지방세 과세를 위해 세원이 되는 과세 대상 유형별 부과된 현황을 제공. 물건 유형에 따른 세부담 수준의 형평성 검토 및 부동산 등 관련분야 규제정책 대상 확인 시 기초자료 활용
URLhttps://www.data.go.kr/data/15078513/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
자치단체코드 has constant value ""Constant
세목명 is highly overall correlated with 부과건수 and 1 other fieldsHigh correlation
세원 유형명 is highly overall correlated with 부과건수 and 2 other fieldsHigh correlation
부과건수 is highly overall correlated with 부과금액 and 2 other fieldsHigh correlation
부과금액 is highly overall correlated with 부과건수 and 1 other fieldsHigh correlation
부과건수 has 51 (23.0%) zerosZeros
부과금액 has 51 (23.0%) zerosZeros

Reproduction

Analysis started2023-12-12 09:07:52.165570
Analysis finished2023-12-12 09:07:53.356203
Duration1.19 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
강원특별자치도
222 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강원특별자치도 222
100.0%

Length

2023-12-12T18:07:53.444634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:07:53.583303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강원특별자치도 222
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
인제군
222 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
인제군 222
100.0%

Length

2023-12-12T18:07:53.704695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:07:53.821363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인제군 222
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
51810
222 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row51810
2nd row51810
3rd row51810
4th row51810
5th row51810

Common Values

ValueCountFrequency (%)
51810 222
100.0%

Length

2023-12-12T18:07:53.973392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:07:54.088527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
51810 222
100.0%

과세년도
Categorical

Distinct5
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
2018
47 
2020
47 
2017
46 
2019
41 
2021
41 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2017
2nd row2017
3rd row2017
4th row2017
5th row2017

Common Values

ValueCountFrequency (%)
2018 47
21.2%
2020 47
21.2%
2017 46
20.7%
2019 41
18.5%
2021 41
18.5%

Length

2023-12-12T18:07:54.214754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:07:54.368554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2018 47
21.2%
2020 47
21.2%
2017 46
20.7%
2019 41
18.5%
2021 41
18.5%

세목명
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)5.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
취득세
45 
주민세
43 
자동차세
35 
재산세
25 
지방소득세
20 
Other values (8)
54 

Length

Max length7
Median length3
Mean length3.7027027
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row지방소비세
2nd row담배소비세
3rd row취득세
4th row취득세
5th row취득세

Common Values

ValueCountFrequency (%)
취득세 45
20.3%
주민세 43
19.4%
자동차세 35
15.8%
재산세 25
11.3%
지방소득세 20
9.0%
레저세 12
 
5.4%
지역자원시설세 11
 
5.0%
등록면허세 10
 
4.5%
담배소비세 5
 
2.3%
교육세 5
 
2.3%
Other values (3) 11
 
5.0%

Length

2023-12-12T18:07:54.509764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
취득세 45
20.3%
주민세 43
19.4%
자동차세 35
15.8%
재산세 25
11.3%
지방소득세 20
9.0%
레저세 12
 
5.4%
지역자원시설세 11
 
5.0%
등록면허세 10
 
4.5%
담배소비세 5
 
2.3%
교육세 5
 
2.3%
Other values (3) 11
 
5.0%

세원 유형명
Categorical

HIGH CORRELATION 

Distinct50
Distinct (%)22.5%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
기타승용
 
5
선박
 
5
건축물
 
5
주택(개별)
 
5
주택(단독)
 
5
Other values (45)
197 

Length

Max length11
Median length8
Mean length6.1936937
Min length2

Unique

Unique3 ?
Unique (%)1.4%

Sample

1st row지방소비세
2nd row담배소비세
3rd row건축물
4th row주택(개별)
5th row주택(단독)

Common Values

ValueCountFrequency (%)
기타승용 5
 
2.3%
선박 5
 
2.3%
건축물 5
 
2.3%
주택(개별) 5
 
2.3%
주택(단독) 5
 
2.3%
기타 5
 
2.3%
재산세(건축물) 5
 
2.3%
기계장비 5
 
2.3%
차량 5
 
2.3%
토지 5
 
2.3%
Other values (40) 172
77.5%

Length

2023-12-12T18:07:54.681362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
기타승용 5
 
2.3%
지방소득세(특별징수 5
 
2.3%
주민세(종업원분 5
 
2.3%
3륜이하 5
 
2.3%
자동차세(주행 5
 
2.3%
화물 5
 
2.3%
선박 5
 
2.3%
담배소비세 5
 
2.3%
승용 5
 
2.3%
특수 5
 
2.3%
Other values (40) 172
77.5%

부과건수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct158
Distinct (%)71.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5084.1982
Minimum0
Maximum77746
Zeros51
Zeros (%)23.0%
Negative0
Negative (%)0.0%
Memory size2.1 KiB
2023-12-12T18:07:54.830094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q14.25
median380.5
Q34784.5
95-th percentile23725
Maximum77746
Range77746
Interquartile range (IQR)4780.25

Descriptive statistics

Standard deviation12573.273
Coefficient of variation (CV)2.4730099
Kurtosis21.129699
Mean5084.1982
Median Absolute Deviation (MAD)380.5
Skewness4.3385944
Sum1128692
Variance1.5808719 × 108
MonotonicityNot monotonic
2023-12-12T18:07:55.021226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 51
 
23.0%
12 5
 
2.3%
6 3
 
1.4%
2 2
 
0.9%
59 2
 
0.9%
5 2
 
0.9%
7 2
 
0.9%
86 2
 
0.9%
8 2
 
0.9%
675 2
 
0.9%
Other values (148) 149
67.1%
ValueCountFrequency (%)
0 51
23.0%
1 1
 
0.5%
2 2
 
0.9%
3 1
 
0.5%
4 1
 
0.5%
5 2
 
0.9%
6 3
 
1.4%
7 2
 
0.9%
8 2
 
0.9%
12 5
 
2.3%
ValueCountFrequency (%)
77746 1
0.5%
77700 1
0.5%
75961 1
0.5%
74612 1
0.5%
74567 1
0.5%
31594 1
0.5%
29502 1
0.5%
27023 1
0.5%
25023 1
0.5%
24572 1
0.5%

부과금액
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct172
Distinct (%)77.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.2525768 × 108
Minimum0
Maximum4.810803 × 109
Zeros51
Zeros (%)23.0%
Negative0
Negative (%)0.0%
Memory size2.1 KiB
2023-12-12T18:07:55.244113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1659750
median1.434785 × 108
Q38.9532675 × 108
95-th percentile3.2274913 × 109
Maximum4.810803 × 109
Range4.810803 × 109
Interquartile range (IQR)8.94667 × 108

Descriptive statistics

Standard deviation1.1337603 × 109
Coefficient of variation (CV)1.5632517
Kurtosis2.7409209
Mean7.2525768 × 108
Median Absolute Deviation (MAD)1.434785 × 108
Skewness1.873053
Sum1.6100721 × 1011
Variance1.2854124 × 1018
MonotonicityNot monotonic
2023-12-12T18:07:55.411953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 51
 
23.0%
148518000 1
 
0.5%
622000 1
 
0.5%
2597216000 1
 
0.5%
597026000 1
 
0.5%
1300446000 1
 
0.5%
674990000 1
 
0.5%
1548187000 1
 
0.5%
978000 1
 
0.5%
3270000 1
 
0.5%
Other values (162) 162
73.0%
ValueCountFrequency (%)
0 51
23.0%
51000 1
 
0.5%
88000 1
 
0.5%
450000 1
 
0.5%
622000 1
 
0.5%
625000 1
 
0.5%
764000 1
 
0.5%
848000 1
 
0.5%
958000 1
 
0.5%
978000 1
 
0.5%
ValueCountFrequency (%)
4810803000 1
0.5%
4735936000 1
0.5%
4606107000 1
0.5%
4399062000 1
0.5%
4318351000 1
0.5%
4080704000 1
0.5%
3834790000 1
0.5%
3801847000 1
0.5%
3790477000 1
0.5%
3785453000 1
0.5%

Interactions

2023-12-12T18:07:52.807441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:07:52.532680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:07:52.947699image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:07:52.678297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T18:07:55.519306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명세원 유형명부과건수부과금액
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0001.0000.8190.805
세원 유형명0.0001.0001.0000.9570.945
부과건수0.0000.8190.9571.0000.743
부과금액0.0000.8050.9450.7431.000
2023-12-12T18:07:55.645423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
세목명과세년도세원 유형명
세목명1.0000.0000.907
과세년도0.0001.0000.000
세원 유형명0.9070.0001.000
2023-12-12T18:07:55.748538image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
부과건수부과금액과세년도세목명세원 유형명
부과건수1.0000.7670.0000.5780.707
부과금액0.7671.0000.0000.4970.594
과세년도0.0000.0001.0000.0000.000
세목명0.5780.4970.0001.0000.907
세원 유형명0.7070.5940.0000.9071.000

Missing values

2023-12-12T18:07:53.099520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:07:53.283717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

시도명시군구명자치단체코드과세년도세목명세원 유형명부과건수부과금액
0강원특별자치도인제군518102017지방소비세지방소비세00
1강원특별자치도인제군518102017담배소비세담배소비세1084810803000
2강원특별자치도인제군518102017취득세건축물8081780569000
3강원특별자치도인제군518102017취득세주택(개별)649845787000
4강원특별자치도인제군518102017취득세주택(단독)150250402000
5강원특별자치도인제군518102017취득세기타611630000
6강원특별자치도인제군518102017취득세항공기00
7강원특별자치도인제군518102017취득세기계장비152210845000
8강원특별자치도인제군518102017취득세차량28962623068000
9강원특별자치도인제군518102017취득세선박2764000
시도명시군구명자치단체코드과세년도세목명세원 유형명부과건수부과금액
212강원특별자치도인제군518102021등록면허세등록면허세(등록)7581496942000
213강원특별자치도인제군518102021지역자원시설세지역자원시설세(소방)9370426887000
214강원특별자치도인제군518102021지역자원시설세지역자원시설세(시설)00
215강원특별자치도인제군518102021지역자원시설세지역자원시설세(특자)593107000
216강원특별자치도인제군518102021교육세교육세777003790477000
217강원특별자치도인제군518102021지방소득세지방소득세(특별징수)56642502067000
218강원특별자치도인제군518102021지방소득세지방소득세(법인소득)677828386000
219강원특별자치도인제군518102021지방소득세지방소득세(양도소득)7151195827000
220강원특별자치도인제군518102021지방소득세지방소득세(종합소득)3876476656000
221강원특별자치도인제군518102021체납체납218101518967000