Overview

Dataset statistics

Number of variables10
Number of observations163
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory13.3 KiB
Average record size in memory83.8 B

Variable types

Categorical8
Boolean1
Numeric1

Dataset

Description울산 동구 지방세납세자 현황으로써 시도명, 시군구명, 자치단체코드, 과세년도, 세목명, 납세자유형, 납세자수 등의 항목을 제공하고 있습니다.
URLhttps://www.data.go.kr/data/15078751/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
자치단체코드 has constant value ""Constant
운영기관명 has constant value ""Constant
운영기관전화번호 has constant value ""Constant

Reproduction

Analysis started2023-12-12 02:34:41.335494
Analysis finished2023-12-12 02:34:41.948165
Duration0.61 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
울산광역시
163 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
울산광역시 163
100.0%

Length

2023-12-12T11:34:42.010314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:34:42.103430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울산광역시 163
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
동구
163 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
동구 163
100.0%

Length

2023-12-12T11:34:42.211180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:34:42.322929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동구 163
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
31170
163 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row31170
2nd row31170
3rd row31170
4th row31170
5th row31170

Common Values

ValueCountFrequency (%)
31170 163
100.0%

Length

2023-12-12T11:34:42.428597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:34:42.572937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
31170 163
100.0%

과세년도
Categorical

Distinct5
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
2019
33 
2020
33 
2021
33 
2017
32 
2018
32 

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 (%)
2019 33
20.2%
2020 33
20.2%
2021 33
20.2%
2017 32
19.6%
2018 32
19.6%

Length

2023-12-12T11:34:42.698244image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:34:42.896372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019 33
20.2%
2020 33
20.2%
2021 33
20.2%
2017 32
19.6%
2018 32
19.6%

세목명
Categorical

Distinct10
Distinct (%)6.1%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
재산세
20 
주민세
20 
취득세
20 
자동차세
20 
등록면허세
20 
Other values (5)
63 

Length

Max length7
Median length5
Mean length4.1288344
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
재산세 20
12.3%
주민세 20
12.3%
취득세 20
12.3%
자동차세 20
12.3%
등록면허세 20
12.3%
지방소득세 20
12.3%
지역자원시설세 20
12.3%
등록세 17
10.4%
레저세 4
 
2.5%
지방소비세 2
 
1.2%

Length

2023-12-12T11:34:43.062096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:34:43.205855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
재산세 20
12.3%
주민세 20
12.3%
취득세 20
12.3%
자동차세 20
12.3%
등록면허세 20
12.3%
지방소득세 20
12.3%
지역자원시설세 20
12.3%
등록세 17
10.4%
레저세 4
 
2.5%
지방소비세 2
 
1.2%

납세자유형
Categorical

Distinct2
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
개인
85 
법인
78 

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 85
52.1%
법인 78
47.9%

Length

2023-12-12T11:34:43.395503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:34:43.524559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 85
52.1%
법인 78
47.9%

관내
Boolean

Distinct2
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size295.0 B
False
82 
True
81 
ValueCountFrequency (%)
False 82
50.3%
True 81
49.7%
2023-12-12T11:34:43.642233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

Distinct141
Distinct (%)86.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6813.0859
Minimum1
Maximum58056
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.6 KiB
2023-12-12T11:34:43.783527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q136
median516
Q34870.5
95-th percentile45471.8
Maximum58056
Range58055
Interquartile range (IQR)4834.5

Descriptive statistics

Standard deviation14235.899
Coefficient of variation (CV)2.0894935
Kurtosis5.2247634
Mean6813.0859
Median Absolute Deviation (MAD)507
Skewness2.5235311
Sum1110533
Variance2.0266081 × 108
MonotonicityNot monotonic
2023-12-12T11:34:43.972308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 12
 
7.4%
17 3
 
1.8%
4 3
 
1.8%
36 3
 
1.8%
2 2
 
1.2%
755 2
 
1.2%
11 2
 
1.2%
8 2
 
1.2%
6 2
 
1.2%
735 1
 
0.6%
Other values (131) 131
80.4%
ValueCountFrequency (%)
1 12
7.4%
2 2
 
1.2%
3 1
 
0.6%
4 3
 
1.8%
6 2
 
1.2%
7 1
 
0.6%
8 2
 
1.2%
9 1
 
0.6%
11 2
 
1.2%
12 1
 
0.6%
ValueCountFrequency (%)
58056 1
0.6%
57951 1
0.6%
56525 1
0.6%
55139 1
0.6%
54521 1
0.6%
49087 1
0.6%
47015 1
0.6%
46786 1
0.6%
45509 1
0.6%
45137 1
0.6%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
울산광역시 동구 세무1/2과
163 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row울산광역시 동구 세무1/2과
2nd row울산광역시 동구 세무1/2과
3rd row울산광역시 동구 세무1/2과
4th row울산광역시 동구 세무1/2과
5th row울산광역시 동구 세무1/2과

Common Values

ValueCountFrequency (%)
울산광역시 동구 세무1/2과 163
100.0%

Length

2023-12-12T11:34:44.139175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:34:44.240935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울산광역시 163
33.3%
동구 163
33.3%
세무1/2과 163
33.3%

운영기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
052-209-3264/3298
163 

Length

Max length17
Median length17
Mean length17
Min length17

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row052-209-3264/3298
2nd row052-209-3264/3298
3rd row052-209-3264/3298
4th row052-209-3264/3298
5th row052-209-3264/3298

Common Values

ValueCountFrequency (%)
052-209-3264/3298 163
100.0%

Length

2023-12-12T11:34:44.376358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:34:44.847072image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
052-209-3264/3298 163
100.0%

Interactions

2023-12-12T11:34:41.619605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T11:34:44.916597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형관내납세자수
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.0000.519
납세자유형0.0000.0001.0000.0000.458
관내0.0000.0000.0001.0000.306
납세자수0.0000.5190.4580.3061.000
2023-12-12T11:34:45.016773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
세목명관내과세년도납세자유형
세목명1.0000.0000.0000.000
관내0.0001.0000.0000.000
과세년도0.0000.0001.0000.000
납세자유형0.0000.0000.0001.000
2023-12-12T11:34:45.114492image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납세자수과세년도세목명납세자유형관내
납세자수1.0000.0000.2910.4840.322
과세년도0.0001.0000.0000.0000.000
세목명0.2910.0001.0000.0000.000
납세자유형0.4840.0000.0001.0000.000
관내0.3220.0000.0000.0001.000

Missing values

2023-12-12T11:34:41.741836image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T11:34:41.895014image/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

시도명시군구명자치단체코드과세년도세목명납세자유형관내납세자수운영기관명운영기관전화번호
0울산광역시동구311702017등록세개인N17울산광역시 동구 세무1/2과052-209-3264/3298
1울산광역시동구311702017등록세개인Y24울산광역시 동구 세무1/2과052-209-3264/3298
2울산광역시동구311702017등록세법인N1울산광역시 동구 세무1/2과052-209-3264/3298
3울산광역시동구311702017레저세법인Y1울산광역시 동구 세무1/2과052-209-3264/3298
4울산광역시동구311702017재산세개인N13803울산광역시 동구 세무1/2과052-209-3264/3298
5울산광역시동구311702017재산세개인Y43129울산광역시 동구 세무1/2과052-209-3264/3298
6울산광역시동구311702017재산세법인N197울산광역시 동구 세무1/2과052-209-3264/3298
7울산광역시동구311702017재산세법인Y238울산광역시 동구 세무1/2과052-209-3264/3298
8울산광역시동구311702017주민세개인N12812울산광역시 동구 세무1/2과052-209-3264/3298
9울산광역시동구311702017주민세개인Y54521울산광역시 동구 세무1/2과052-209-3264/3298
시도명시군구명자치단체코드과세년도세목명납세자유형관내납세자수운영기관명운영기관전화번호
153울산광역시동구311702021등록면허세법인Y568울산광역시 동구 세무1/2과052-209-3264/3298
154울산광역시동구311702021지방소득세개인N4623울산광역시 동구 세무1/2과052-209-3264/3298
155울산광역시동구311702021지방소득세개인Y20589울산광역시 동구 세무1/2과052-209-3264/3298
156울산광역시동구311702021지방소득세법인N375울산광역시 동구 세무1/2과052-209-3264/3298
157울산광역시동구311702021지방소득세법인Y709울산광역시 동구 세무1/2과052-209-3264/3298
158울산광역시동구311702021지방소비세개인Y1울산광역시 동구 세무1/2과052-209-3264/3298
159울산광역시동구311702021지역자원시설세개인N8울산광역시 동구 세무1/2과052-209-3264/3298
160울산광역시동구311702021지역자원시설세개인Y34울산광역시 동구 세무1/2과052-209-3264/3298
161울산광역시동구311702021지역자원시설세법인N4울산광역시 동구 세무1/2과052-209-3264/3298
162울산광역시동구311702021지역자원시설세법인Y28울산광역시 동구 세무1/2과052-209-3264/3298