Overview

Dataset statistics

Number of variables8
Number of observations204
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory13.5 KiB
Average record size in memory67.6 B

Variable types

Categorical5
Numeric2
Boolean1

Dataset

Description지방세납세자현황(시도명, 시군구명, 자치단체코드, 과세연도, 세목명, 납세자유형, 관내/관외, 납세자수 등) 정보 공개
Author경기도 동두천시
URLhttps://www.data.go.kr/data/15079297/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 started2024-03-16 04:22:06.837467
Analysis finished2024-03-16 04:22:07.618303
Duration0.78 seconds
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
경기도
204 

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 204
100.0%

Length

2024-03-16T13:22:07.693666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:22:07.798586image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 204
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
동두천시
204 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
동두천시 204
100.0%

Length

2024-03-16T13:22:07.893442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:22:07.977013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동두천시 204
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
41250
204 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row41250
2nd row41250
3rd row41250
4th row41250
5th row41250

Common Values

ValueCountFrequency (%)
41250 204
100.0%

Length

2024-03-16T13:22:08.080827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:22:08.208690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
41250 204
100.0%

과세연도
Real number (ℝ)

Distinct6
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2019.5588
Minimum2017
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2024-03-16T13:22:08.603702image/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 deviation1.7310467
Coefficient of variation (CV)0.00085714103
Kurtosis-1.28652
Mean2019.5588
Median Absolute Deviation (MAD)2
Skewness-0.051203109
Sum411990
Variance2.9965227
MonotonicityIncreasing
2024-03-16T13:22:08.707020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2022 37
18.1%
2020 35
17.2%
2017 34
16.7%
2021 34
16.7%
2018 32
15.7%
2019 32
15.7%
ValueCountFrequency (%)
2017 34
16.7%
2018 32
15.7%
2019 32
15.7%
2020 35
17.2%
2021 34
16.7%
2022 37
18.1%
ValueCountFrequency (%)
2022 37
18.1%
2021 34
16.7%
2020 35
17.2%
2019 32
15.7%
2018 32
15.7%
2017 34
16.7%

세목명
Categorical

Distinct11
Distinct (%)5.4%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
재산세
24 
주민세
24 
취득세
24 
자동차세
24 
등록면허세
24 
Other values (6)
84 

Length

Max length7
Median length5
Mean length4.1960784
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
재산세 24
11.8%
주민세 24
11.8%
취득세 24
11.8%
자동차세 24
11.8%
등록면허세 24
11.8%
지방소득세 24
11.8%
지역자원시설세 24
11.8%
등록세 20
9.8%
담배소비세 11
5.4%
지방소비세 3
 
1.5%

Length

2024-03-16T13:22:08.825065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
재산세 24
11.8%
주민세 24
11.8%
취득세 24
11.8%
자동차세 24
11.8%
등록면허세 24
11.8%
지방소득세 24
11.8%
지역자원시설세 24
11.8%
등록세 20
9.8%
담배소비세 11
5.4%
지방소비세 3
 
1.5%

납세자유형
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
개인
102 
법인
102 

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 (%)
개인 102
50.0%
법인 102
50.0%

Length

2024-03-16T13:22:08.964169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:22:09.065990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 102
50.0%
법인 102
50.0%

관내-관외
Boolean

Distinct2
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size336.0 B
False
105 
True
99 
ValueCountFrequency (%)
False 105
51.5%
True 99
48.5%
2024-03-16T13:22:09.140372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

HIGH CORRELATION 

Distinct170
Distinct (%)83.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4702.0196
Minimum1
Maximum38223
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2024-03-16T13:22:09.237013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1.15
Q124.75
median571.5
Q33883.25
95-th percentile25259.45
Maximum38223
Range38222
Interquartile range (IQR)3858.5

Descriptive statistics

Standard deviation8823.7642
Coefficient of variation (CV)1.8765903
Kurtosis4.3584705
Mean4702.0196
Median Absolute Deviation (MAD)563.5
Skewness2.2731281
Sum959212
Variance77858815
MonotonicityNot monotonic
2024-03-16T13:22:09.390435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 11
 
5.4%
2 6
 
2.9%
3 4
 
2.0%
25 3
 
1.5%
16 3
 
1.5%
7 3
 
1.5%
19 3
 
1.5%
11 2
 
1.0%
88 2
 
1.0%
6 2
 
1.0%
Other values (160) 165
80.9%
ValueCountFrequency (%)
1 11
5.4%
2 6
2.9%
3 4
 
2.0%
4 2
 
1.0%
5 1
 
0.5%
6 2
 
1.0%
7 3
 
1.5%
9 2
 
1.0%
10 1
 
0.5%
11 2
 
1.0%
ValueCountFrequency (%)
38223 1
0.5%
36549 1
0.5%
36532 1
0.5%
36404 1
0.5%
36291 1
0.5%
34719 1
0.5%
28906 1
0.5%
28850 1
0.5%
28311 1
0.5%
26328 1
0.5%

Interactions

2024-03-16T13:22:07.221339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-16T13:22:07.028869image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-16T13:22:07.305756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-16T13:22:07.108167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-16T13:22:09.489691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세연도세목명납세자유형관내-관외납세자수
과세연도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.1160.546
납세자유형0.0000.0001.0000.0000.566
관내-관외0.0000.1160.0001.0000.415
납세자수0.0000.5460.5660.4151.000
2024-03-16T13:22:09.597577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관내-관외납세자유형세목명
관내-관외1.0000.0000.108
납세자유형0.0001.0000.000
세목명0.1080.0001.000
2024-03-16T13:22:09.689417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세연도납세자수세목명납세자유형관내-관외
과세연도1.000-0.0380.0000.0000.000
납세자수-0.0381.0000.2820.5600.408
세목명0.0000.2821.0000.0000.108
납세자유형0.0000.5600.0001.0000.000
관내-관외0.0000.4080.1080.0001.000

Missing values

2024-03-16T13:22:07.421119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-16T13:22:07.577755image/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

시도명시군구명자치단체코드과세연도세목명납세자유형관내-관외납세자수
0경기도동두천시412502017등록세개인N25
1경기도동두천시412502017등록세개인Y18
2경기도동두천시412502017등록세법인N4
3경기도동두천시412502017등록세법인Y1
4경기도동두천시412502017재산세개인N18151
5경기도동두천시412502017재산세개인Y22218
6경기도동두천시412502017재산세법인N375
7경기도동두천시412502017재산세법인Y501
8경기도동두천시412502017주민세개인N7540
9경기도동두천시412502017주민세개인Y34719
시도명시군구명자치단체코드과세연도세목명납세자유형관내-관외납세자수
194경기도동두천시412502022등록면허세법인Y726
195경기도동두천시412502022지방소득세개인N3953
196경기도동두천시412502022지방소득세개인Y21119
197경기도동두천시412502022지방소득세법인N440
198경기도동두천시412502022지방소득세법인Y866
199경기도동두천시412502022지방소비세법인Y1
200경기도동두천시412502022지역자원시설세개인N3
201경기도동두천시412502022지역자원시설세개인Y6
202경기도동두천시412502022지역자원시설세법인N2
203경기도동두천시412502022지역자원시설세법인Y19