Overview

Dataset statistics

Number of variables8
Number of observations201
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory13.3 KiB
Average record size in memory67.6 B

Variable types

Categorical5
Numeric2
Boolean1

Dataset

Description세목별 납세 인원 현황을 제공한다.2017년부터 2022년 주민세, 재산세, 자동차세, 담배소비세, 지방소득세, 취득세, 등록면허세, 지역자원시설세의 납세자 유형,관내 및 관외, 납세자수 등 자료를 제공한다.
Author전라남도 장성군
URLhttps://www.data.go.kr/data/15080242/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
자치단체코드 has constant value ""Constant
납세자수 is highly overall correlated with 납세자유형High correlation
납세자유형 is highly overall correlated with 납세자수High correlation

Reproduction

Analysis started2024-03-15 00:34:20.151293
Analysis finished2024-03-15 00:34:21.709883
Duration1.56 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
전라남도
201 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전라남도 201
100.0%

Length

2024-03-15T09:34:21.819763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T09:34:22.057645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전라남도 201
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
장성군
201 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
장성군 201
100.0%

Length

2024-03-15T09:34:22.288191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T09:34:22.457453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
장성군 201
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
46880
201 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row46880
2nd row46880
3rd row46880
4th row46880
5th row46880

Common Values

ValueCountFrequency (%)
46880 201
100.0%

Length

2024-03-15T09:34:22.630970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T09:34:22.818358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
46880 201
100.0%

과세년도
Real number (ℝ)

Distinct6
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2019.5871
Minimum2017
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2024-03-15T09:34:23.087270image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2017
5-th percentile2017
Q12018
median2020
Q32021
95-th percentile2022
Maximum2022
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.7273193
Coefficient of variation (CV)0.00085528339
Kurtosis-1.2889761
Mean2019.5871
Median Absolute Deviation (MAD)2
Skewness-0.066261918
Sum405937
Variance2.9836318
MonotonicityIncreasing
2024-03-15T09:34:23.581500image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2022 37
18.4%
2021 35
17.4%
2020 33
16.4%
2017 32
15.9%
2018 32
15.9%
2019 32
15.9%
ValueCountFrequency (%)
2017 32
15.9%
2018 32
15.9%
2019 32
15.9%
2020 33
16.4%
2021 35
17.4%
2022 37
18.4%
ValueCountFrequency (%)
2022 37
18.4%
2021 35
17.4%
2020 33
16.4%
2019 32
15.9%
2018 32
15.9%
2017 32
15.9%

세목명
Categorical

Distinct11
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
주민세
24 
재산세
24 
자동차세
24 
지방소득세
24 
취득세
24 
Other values (6)
81 

Length

Max length7
Median length5
Mean length4.0646766
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row주민세
2nd row주민세
3rd row주민세
4th row주민세
5th row재산세

Common Values

ValueCountFrequency (%)
주민세 24
11.9%
재산세 24
11.9%
자동차세 24
11.9%
지방소득세 24
11.9%
취득세 24
11.9%
등록세 24
11.9%
등록면허세 24
11.9%
지역자원시설세 16
8.0%
담배소비세 12
6.0%
지방소비세 3
 
1.5%

Length

2024-03-15T09:34:24.042979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
주민세 24
11.9%
재산세 24
11.9%
자동차세 24
11.9%
지방소득세 24
11.9%
취득세 24
11.9%
등록세 24
11.9%
등록면허세 24
11.9%
지역자원시설세 16
8.0%
담배소비세 12
6.0%
지방소비세 3
 
1.5%

납세자유형
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
법인
106 
개인
95 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row개인
2nd row개인
3rd row법인
4th row법인
5th row개인

Common Values

ValueCountFrequency (%)
법인 106
52.7%
개인 95
47.3%

Length

2024-03-15T09:34:24.456356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T09:34:24.853923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
법인 106
52.7%
개인 95
47.3%

관내_관외
Boolean

Distinct2
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size329.0 B
False
106 
True
95 
ValueCountFrequency (%)
False 106
52.7%
True 95
47.3%
2024-03-15T09:34:25.218346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

HIGH CORRELATION 

Distinct169
Distinct (%)84.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3902.3085
Minimum1
Maximum38351
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2024-03-15T09:34:26.011245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q1136
median1124
Q32933
95-th percentile20293
Maximum38351
Range38350
Interquartile range (IQR)2797

Descriptive statistics

Standard deviation7780.2346
Coefficient of variation (CV)1.9937518
Kurtosis8.8241466
Mean3902.3085
Median Absolute Deviation (MAD)1108
Skewness2.9647417
Sum784364
Variance60532050
MonotonicityNot monotonic
2024-03-15T09:34:26.502745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 11
 
5.5%
3 8
 
4.0%
2 7
 
3.5%
5 3
 
1.5%
4 3
 
1.5%
8 2
 
1.0%
136 2
 
1.0%
183 2
 
1.0%
193 2
 
1.0%
11 2
 
1.0%
Other values (159) 159
79.1%
ValueCountFrequency (%)
1 11
5.5%
2 7
3.5%
3 8
4.0%
4 3
 
1.5%
5 3
 
1.5%
8 2
 
1.0%
9 1
 
0.5%
11 2
 
1.0%
14 1
 
0.5%
16 1
 
0.5%
ValueCountFrequency (%)
38351 1
0.5%
38332 1
0.5%
37577 1
0.5%
37153 1
0.5%
36562 1
0.5%
36106 1
0.5%
20906 1
0.5%
20825 1
0.5%
20638 1
0.5%
20461 1
0.5%

Interactions

2024-03-15T09:34:21.002111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T09:34:20.501114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T09:34:21.164860image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T09:34:20.748998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-15T09:34:26.791842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형관내_관외납세자수
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.1920.567
납세자유형0.0000.0001.0000.0000.703
관내_관외0.0000.1920.0001.0000.659
납세자수0.0000.5670.7030.6591.000
2024-03-15T09:34:27.078034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관내_관외세목명납세자유형
관내_관외1.0000.1790.000
세목명0.1791.0000.000
납세자유형0.0000.0001.000
2024-03-15T09:34:27.373524image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도납세자수세목명납세자유형관내_관외
과세년도1.000-0.0140.0000.0000.000
납세자수-0.0141.0000.3300.5120.477
세목명0.0000.3301.0000.0000.179
납세자유형0.0000.5120.0001.0000.000
관내_관외0.0000.4770.1790.0001.000

Missing values

2024-03-15T09:34:21.401181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T09:34:21.624502image/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

시도명시군구명자치단체코드과세년도세목명납세자유형관내_관외납세자수
0전라남도장성군468802017주민세개인N3600
1전라남도장성군468802017주민세개인Y18514
2전라남도장성군468802017주민세법인N252
3전라남도장성군468802017주민세법인Y1159
4전라남도장성군468802017재산세개인N36106
5전라남도장성군468802017재산세개인Y20271
6전라남도장성군468802017재산세법인N1213
7전라남도장성군468802017재산세법인Y1940
8전라남도장성군468802017자동차세개인N3567
9전라남도장성군468802017자동차세개인Y12358
시도명시군구명자치단체코드과세년도세목명납세자유형관내_관외납세자수
191전라남도장성군468802022지역자원시설세개인N2
192전라남도장성군468802022지역자원시설세개인Y16
193전라남도장성군468802022지역자원시설세법인N3
194전라남도장성군468802022지역자원시설세법인Y3
195전라남도장성군468802022등록세개인N384
196전라남도장성군468802022등록세개인Y317
197전라남도장성군468802022등록세법인N8
198전라남도장성군468802022등록세법인Y21
199전라남도장성군468802022레저세개인N1
200전라남도장성군468802022레저세법인N3