Overview

Dataset statistics

Number of variables8
Number of observations182
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory12.2 KiB
Average record size in memory68.7 B

Variable types

Categorical6
Numeric2

Dataset

Description지방세 과세를 위해 세원이 되는 과세 대상 유형별 부과된 현황을 제공하는 자료로 물건 유형에 따른 세부담 수준의 형평성 검토 및 부동산 등 관련분야 규제정책 대상 확인 시 기초자료 활용
Author강원도 화천군
URLhttps://www.data.go.kr/data/15080131/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
자치단체코드 has constant value ""Constant
부과건수 is highly overall correlated with 부과금액 and 2 other fieldsHigh correlation
부과금액 is highly overall correlated with 부과건수 and 2 other fieldsHigh correlation
세목명 is highly overall correlated with 부과건수 and 2 other fieldsHigh correlation
세원 유형명 is highly overall correlated with 부과건수 and 2 other fieldsHigh correlation
부과건수 has 42 (23.1%) zerosZeros
부과금액 has 42 (23.1%) zerosZeros

Reproduction

Analysis started2023-12-12 09:02:30.375767
Analysis finished2023-12-12 09:02:31.481303
Duration1.11 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
강원도
182 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강원도 182
100.0%

Length

2023-12-12T18:02:31.548817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:02:31.642120image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강원도 182
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
화천군
182 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
화천군 182
100.0%

Length

2023-12-12T18:02:31.737687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:02:31.843261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
화천군 182
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
42790
182 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row42790
2nd row42790
3rd row42790
4th row42790
5th row42790

Common Values

ValueCountFrequency (%)
42790 182
100.0%

Length

2023-12-12T18:02:31.991329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:02:32.087230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
42790 182
100.0%

과세년도
Categorical

Distinct4
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2017
47 
2018
47 
2020
47 
2019
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 (%)
2017 47
25.8%
2018 47
25.8%
2020 47
25.8%
2019 41
22.5%

Length

2023-12-12T18:02:32.178940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:02:32.288690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2017 47
25.8%
2018 47
25.8%
2020 47
25.8%
2019 41
22.5%

세목명
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
취득세
36 
주민세
36 
자동차세
28 
재산세
20 
지방소득세
16 
Other values (8)
46 

Length

Max length7
Median length3
Mean length3.6813187
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row교육세
2nd row도시계획세
3rd row취득세
4th row취득세
5th row취득세

Common Values

ValueCountFrequency (%)
취득세 36
19.8%
주민세 36
19.8%
자동차세 28
15.4%
재산세 20
11.0%
지방소득세 16
8.8%
레저세 12
 
6.6%
등록면허세 8
 
4.4%
지역자원시설세 8
 
4.4%
교육세 4
 
2.2%
담배소비세 4
 
2.2%
Other values (3) 10
 
5.5%

Length

2023-12-12T18:02:32.435660image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
취득세 36
19.8%
주민세 36
19.8%
자동차세 28
15.4%
재산세 20
11.0%
지방소득세 16
8.8%
레저세 12
 
6.6%
등록면허세 8
 
4.4%
지역자원시설세 8
 
4.4%
교육세 4
 
2.2%
담배소비세 4
 
2.2%
Other values (3) 10
 
5.5%

세원 유형명
Categorical

HIGH CORRELATION 

Distinct47
Distinct (%)25.8%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
교육세
 
4
주택(개별)
 
4
승합
 
4
항공기
 
4
기계장비
 
4
Other values (42)
162 

Length

Max length11
Median length8
Mean length6.1373626
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row교육세
2nd row도시계획세
3rd row건축물
4th row주택(개별)
5th row주택(단독)

Common Values

ValueCountFrequency (%)
교육세 4
 
2.2%
주택(개별) 4
 
2.2%
승합 4
 
2.2%
항공기 4
 
2.2%
기계장비 4
 
2.2%
차량 4
 
2.2%
선박 4
 
2.2%
토지 4
 
2.2%
특수 4
 
2.2%
주택(단독) 4
 
2.2%
Other values (37) 142
78.0%

Length

2023-12-12T18:02:32.560302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
교육세 4
 
2.2%
주민세(법인균등 4
 
2.2%
주택(개별 4
 
2.2%
승용 4
 
2.2%
주민세(재산분 4
 
2.2%
주민세(종업원분 4
 
2.2%
주민세(특별징수 4
 
2.2%
주민세(법인세분 4
 
2.2%
주민세(양도소득 4
 
2.2%
지역자원시설세(소방 4
 
2.2%
Other values (37) 142
78.0%

부과건수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct126
Distinct (%)69.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3615.7692
Minimum0
Maximum59317
Zeros42
Zeros (%)23.1%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2023-12-12T18:02:32.686169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13.5
median106
Q32786
95-th percentile16544.9
Maximum59317
Range59317
Interquartile range (IQR)2782.5

Descriptive statistics

Standard deviation9505.52
Coefficient of variation (CV)2.6289067
Kurtosis22.904775
Mean3615.7692
Median Absolute Deviation (MAD)106
Skewness4.5352299
Sum658070
Variance90354911
MonotonicityNot monotonic
2023-12-12T18:02:32.837465image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 42
 
23.1%
12 8
 
4.4%
65 2
 
1.1%
2 2
 
1.1%
53 2
 
1.1%
60 2
 
1.1%
100 2
 
1.1%
3 2
 
1.1%
532 2
 
1.1%
5 2
 
1.1%
Other values (116) 116
63.7%
ValueCountFrequency (%)
0 42
23.1%
2 2
 
1.1%
3 2
 
1.1%
5 2
 
1.1%
6 1
 
0.5%
7 1
 
0.5%
9 1
 
0.5%
12 8
 
4.4%
13 1
 
0.5%
21 1
 
0.5%
ValueCountFrequency (%)
59317 1
0.5%
59106 1
0.5%
58780 1
0.5%
57019 1
0.5%
21344 1
0.5%
20976 1
0.5%
20832 1
0.5%
20410 1
0.5%
20127 1
0.5%
16587 1
0.5%

부과금액
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct141
Distinct (%)77.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.0314293 × 108
Minimum0
Maximum4.479748 × 109
Zeros42
Zeros (%)23.1%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2023-12-12T18:02:33.031718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1350000
median88521000
Q34.5924825 × 108
95-th percentile2.3793127 × 109
Maximum4.479748 × 109
Range4.479748 × 109
Interquartile range (IQR)4.5889825 × 108

Descriptive statistics

Standard deviation9.0852163 × 108
Coefficient of variation (CV)1.8056929
Kurtosis6.0041704
Mean5.0314293 × 108
Median Absolute Deviation (MAD)88521000
Skewness2.4511658
Sum9.1572014 × 1010
Variance8.2541155 × 1017
MonotonicityNot monotonic
2023-12-12T18:02:33.329758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 42
 
23.1%
639517000 1
 
0.5%
66015000 1
 
0.5%
23416000 1
 
0.5%
36417000 1
 
0.5%
101090000 1
 
0.5%
1694229000 1
 
0.5%
481380000 1
 
0.5%
183024000 1
 
0.5%
346225000 1
 
0.5%
Other values (131) 131
72.0%
ValueCountFrequency (%)
0 42
23.1%
34000 1
 
0.5%
52000 1
 
0.5%
281000 1
 
0.5%
347000 1
 
0.5%
359000 1
 
0.5%
459000 1
 
0.5%
634000 1
 
0.5%
648000 1
 
0.5%
665000 1
 
0.5%
ValueCountFrequency (%)
4479748000 1
0.5%
4301353000 1
0.5%
4286331000 1
0.5%
3999151000 1
0.5%
3112784000 1
0.5%
3109827000 1
0.5%
3029366000 1
0.5%
2883961000 1
0.5%
2424803000 1
0.5%
2383774000 1
0.5%

Interactions

2023-12-12T18:02:31.123626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:02:30.630254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:02:31.206767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:02:31.035484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T18:02:33.529575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명세원 유형명부과건수부과금액
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0001.0000.8020.828
세원 유형명0.0001.0001.0000.9850.939
부과건수0.0000.8020.9851.0000.766
부과금액0.0000.8280.9390.7661.000
2023-12-12T18:02:33.644989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
세목명세원 유형명과세년도
세목명1.0000.8940.000
세원 유형명0.8941.0000.000
과세년도0.0000.0001.000
2023-12-12T18:02:33.755378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
부과건수부과금액과세년도세목명세원 유형명
부과건수1.0000.7710.0000.5870.795
부과금액0.7711.0000.0000.5430.619
과세년도0.0000.0001.0000.0000.000
세목명0.5870.5430.0001.0000.894
세원 유형명0.7950.6190.0000.8941.000

Missing values

2023-12-12T18:02:31.316926image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:02:31.434276image/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
0강원도화천군427902017교육세교육세587803109827000
1강원도화천군427902017도시계획세도시계획세00
2강원도화천군427902017취득세건축물532397343000
3강원도화천군427902017취득세주택(개별)431502521000
4강원도화천군427902017취득세주택(단독)262728917000
5강원도화천군427902017취득세기타51771000
6강원도화천군427902017취득세항공기00
7강원도화천군427902017취득세기계장비4669216000
8강원도화천군427902017취득세차량20631931450000
9강원도화천군427902017취득세선박5668000
시도명시군구명자치단체코드과세년도세목명세원 유형명부과건수부과금액
172강원도화천군427902020지방소득세지방소득세(법인소득)411493619000
173강원도화천군427902020지방소득세지방소득세(양도소득)344412864000
174강원도화천군427902020지방소득세지방소득세(종합소득)2244297794000
175강원도화천군427902020지방소비세지방소비세61307000000
176강원도화천군427902020담배소비세담배소비세2744301353000
177강원도화천군427902020등록면허세등록면허세(면허)509493606000
178강원도화천군427902020등록면허세등록면허세(등록)5576380054000
179강원도화천군427902020지역자원시설세지역자원시설세(소방)4922139544000
180강원도화천군427902020지역자원시설세지역자원시설세(특자)13408379000
181강원도화천군427902020체납체납14426872050000