Overview

Dataset statistics

Number of variables8
Number of observations134
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory9.0 KiB
Average record size in memory69.0 B

Variable types

Categorical6
Numeric2

Dataset

Description경기도 안산시 지방세 과세를 위해 세원이 되는 과세대상 유형별 부과된 현황을 세목명, 세원 유형명, 부과건수, 부과금액 구분하여 제공합니다.
Author경기도 안산시
URLhttps://www.data.go.kr/data/15080197/fileData.do

Alerts

시도명 has constant value ""Constant
과세년도 has constant value ""Constant
자치단체코드 is highly overall correlated with 시군구명High correlation
시군구명 is highly overall correlated with 자치단체코드High correlation
부과건수 is highly overall correlated with 부과금액 High correlation
부과금액 is highly overall correlated with 부과건수High correlation
세목명 is highly overall correlated with 세원 유형명High correlation
세원 유형명 is highly overall correlated with 세목명High correlation
부과건수 has 65 (48.5%) zerosZeros
부과금액 has 65 (48.5%) zerosZeros

Reproduction

Analysis started2023-12-12 07:18:28.524642
Analysis finished2023-12-12 07:18:29.461946
Duration0.94 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
경기도
134 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
경기도 134
100.0%

Length

2023-12-12T16:18:29.592715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:18:29.703632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 134
100.0%

시군구명
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
안산시 단원구
46 
안산시 상록구
46 
안산시
42 

Length

Max length7
Median length7
Mean length5.7462687
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row안산시 단원구
2nd row안산시 단원구
3rd row안산시 단원구
4th row안산시 단원구
5th row안산시 상록구

Common Values

ValueCountFrequency (%)
안산시 단원구 46
34.3%
안산시 상록구 46
34.3%
안산시 42
31.3%

Length

2023-12-12T16:18:29.862225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:18:30.032601image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
안산시 134
59.3%
단원구 46
 
20.4%
상록구 46
 
20.4%

자치단체코드
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
41273
46 
41271
46 
41270
42 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row41273
2nd row41273
3rd row41273
4th row41273
5th row41271

Common Values

ValueCountFrequency (%)
41273 46
34.3%
41271 46
34.3%
41270 42
31.3%

Length

2023-12-12T16:18:30.174935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:18:30.297432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
41273 46
34.3%
41271 46
34.3%
41270 42
31.3%

과세년도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2021
134 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021
2nd row2021
3rd row2021
4th row2021
5th row2021

Common Values

ValueCountFrequency (%)
2021 134
100.0%

Length

2023-12-12T16:18:30.411731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:18:30.526371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 134
100.0%

세목명
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)9.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
취득세
25 
자동차세
21 
주민세
20 
재산세
15 
레저세
12 
Other values (8)
41 

Length

Max length7
Median length3
Mean length3.7910448
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
취득세 25
18.7%
자동차세 21
15.7%
주민세 20
14.9%
재산세 15
11.2%
레저세 12
9.0%
지방소득세 11
8.2%
지역자원시설세 9
 
6.7%
등록면허세 6
 
4.5%
교육세 3
 
2.2%
도시계획세 3
 
2.2%
Other values (3) 9
 
6.7%

Length

2023-12-12T16:18:31.005899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
취득세 25
18.7%
자동차세 21
15.7%
주민세 20
14.9%
재산세 15
11.2%
레저세 12
9.0%
지방소득세 11
8.2%
지역자원시설세 9
 
6.7%
등록면허세 6
 
4.5%
교육세 3
 
2.2%
도시계획세 3
 
2.2%
Other values (3) 9
 
6.7%

세원 유형명
Categorical

HIGH CORRELATION 

Distinct46
Distinct (%)34.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
지방소득세(특별징수)
 
3
기계장비
 
3
차량
 
3
지방소득세(양도소득)
 
3
교육세
 
3
Other values (41)
119 

Length

Max length11
Median length8
Mean length5.9626866
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row지방소득세(특별징수)
2nd row지방소득세(법인소득)
3rd row지방소득세(양도소득)
4th row지방소득세(종합소득)
5th row지방소득세(특별징수)

Common Values

ValueCountFrequency (%)
지방소득세(특별징수) 3
 
2.2%
기계장비 3
 
2.2%
차량 3
 
2.2%
지방소득세(양도소득) 3
 
2.2%
교육세 3
 
2.2%
도시계획세 3
 
2.2%
건축물 3
 
2.2%
기타 3
 
2.2%
항공기 3
 
2.2%
3륜이하 3
 
2.2%
Other values (36) 104
77.6%

Length

2023-12-12T16:18:31.163901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
지방소득세(특별징수 3
 
2.2%
지역자원시설세(시설 3
 
2.2%
기타승용 3
 
2.2%
승용 3
 
2.2%
지방소비세 3
 
2.2%
담배소비세 3
 
2.2%
등록면허세(면허 3
 
2.2%
등록면허세(등록 3
 
2.2%
지역자원시설세(소방 3
 
2.2%
주민세(종합소득 3
 
2.2%
Other values (36) 104
77.6%

부과건수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct68
Distinct (%)50.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean34124.224
Minimum0
Maximum783749
Zeros65
Zeros (%)48.5%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-12T16:18:31.323561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median4
Q37893.5
95-th percentile207905.4
Maximum783749
Range783749
Interquartile range (IQR)7893.5

Descriptive statistics

Standard deviation106699.32
Coefficient of variation (CV)3.126791
Kurtosis29.901023
Mean34124.224
Median Absolute Deviation (MAD)4
Skewness5.0818265
Sum4572646
Variance1.1384744 × 1010
MonotonicityNot monotonic
2023-12-12T16:18:31.528703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 65
48.5%
113 2
 
1.5%
1 2
 
1.5%
123782 1
 
0.7%
24493 1
 
0.7%
7 1
 
0.7%
12 1
 
0.7%
206175 1
 
0.7%
633 1
 
0.7%
5502 1
 
0.7%
Other values (58) 58
43.3%
ValueCountFrequency (%)
0 65
48.5%
1 2
 
1.5%
7 1
 
0.7%
12 1
 
0.7%
31 1
 
0.7%
32 1
 
0.7%
57 1
 
0.7%
101 1
 
0.7%
113 2
 
1.5%
136 1
 
0.7%
ValueCountFrequency (%)
783749 1
0.7%
708017 1
0.7%
340629 1
0.7%
306692 1
0.7%
260973 1
0.7%
238999 1
0.7%
211119 1
0.7%
206175 1
0.7%
144824 1
0.7%
144750 1
0.7%

부과금액
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct70
Distinct (%)52.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.7735527 × 109
Minimum-126000
Maximum8.8585051 × 1010
Zeros65
Zeros (%)48.5%
Negative1
Negative (%)0.7%
Memory size1.3 KiB
2023-12-12T16:18:31.704154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-126000
5-th percentile0
Q10
median2105500
Q37.0707352 × 109
95-th percentile4.2011709 × 1010
Maximum8.8585051 × 1010
Range8.8585177 × 1010
Interquartile range (IQR)7.0707352 × 109

Descriptive statistics

Standard deviation1.5656807 × 1010
Coefficient of variation (CV)2.0141122
Kurtosis7.5636379
Mean7.7735527 × 109
Median Absolute Deviation (MAD)2168500
Skewness2.6287157
Sum1.0416561 × 1012
Variance2.4513562 × 1020
MonotonicityNot monotonic
2023-12-12T16:18:31.895546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 65
48.5%
57561119000 1
 
0.7%
291953000 1
 
0.7%
2179275000 1
 
0.7%
56726561000 1
 
0.7%
6010465000 1
 
0.7%
42174479000 1
 
0.7%
28002314000 1
 
0.7%
41678000 1
 
0.7%
632066000 1
 
0.7%
Other values (60) 60
44.8%
ValueCountFrequency (%)
-126000 1
 
0.7%
0 65
48.5%
1222000 1
 
0.7%
2989000 1
 
0.7%
5463000 1
 
0.7%
12158000 1
 
0.7%
13332000 1
 
0.7%
15269000 1
 
0.7%
16276000 1
 
0.7%
22551000 1
 
0.7%
ValueCountFrequency (%)
88585051000 1
0.7%
68691921000 1
0.7%
57561119000 1
0.7%
56726561000 1
0.7%
54743237000 1
0.7%
42332280000 1
0.7%
42174479000 1
0.7%
41924064000 1
0.7%
40454293000 1
0.7%
35346346000 1
0.7%

Interactions

2023-12-12T16:18:29.007936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:18:28.817788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:18:29.112827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:18:28.904236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T16:18:32.017979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시군구명자치단체코드세목명세원 유형명부과건수부과금액
시군구명1.0001.0000.0000.0000.0480.272
자치단체코드1.0001.0000.0000.0000.0480.272
세목명0.0000.0001.0001.0000.7140.536
세원 유형명0.0000.0001.0001.0000.8470.695
부과건수0.0480.0480.7140.8471.0000.580
부과금액0.2720.2720.5360.6950.5801.000
2023-12-12T16:18:32.146204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
자치단체코드세원 유형명세목명시군구명
자치단체코드1.0000.0000.0001.000
세원 유형명0.0001.0000.8530.000
세목명0.0000.8531.0000.000
시군구명1.0000.0000.0001.000
2023-12-12T16:18:32.254722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
부과건수부과금액시군구명자치단체코드세목명세원 유형명
부과건수1.0000.9100.0090.0090.4420.465
부과금액0.9101.0000.1700.1700.2720.290
시군구명0.0090.1701.0001.0000.0000.000
자치단체코드0.0090.1701.0001.0000.0000.000
세목명0.4420.2720.0000.0001.0000.853
세원 유형명0.4650.2900.0000.0000.8531.000

Missing values

2023-12-12T16:18:29.256347image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T16:18:29.400081image/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
0경기도안산시 단원구412732021지방소득세지방소득세(특별징수)12378257561119000
1경기도안산시 단원구412732021지방소득세지방소득세(법인소득)921668691921000
2경기도안산시 단원구412732021지방소득세지방소득세(양도소득)465910229635000
3경기도안산시 단원구412732021지방소득세지방소득세(종합소득)6645410444621000
4경기도안산시 상록구412712021지방소득세지방소득세(특별징수)5211513040148000
5경기도안산시 상록구412712021지방소득세지방소득세(법인소득)313312891778000
6경기도안산시 상록구412712021지방소득세지방소득세(양도소득)475010892952000
7경기도안산시 상록구412712021지방소득세지방소득세(종합소득)7672410419778000
8경기도안산시412702021지방소득세지방소득세(특별징수)00
9경기도안산시412702021지방소득세지방소득세(법인소득)00
시도명시군구명자치단체코드과세년도세목명세원 유형명부과건수부과금액
124경기도안산시 상록구412712021주민세주민세(종합소득)00
125경기도안산시412702021주민세주민세(사업소분)00
126경기도안산시412702021주민세주민세(개인분)00
127경기도안산시412702021주민세주민세(특별징수)00
128경기도안산시412702021주민세주민세(법인세분)00
129경기도안산시412702021주민세주민세(양도소득)00
130경기도안산시412702021주민세주민세(종합소득)00
131경기도안산시 단원구412732021체납체납34062930508006000
132경기도안산시 상록구412712021체납체납30669217305254000
133경기도안산시412702021체납체납00