Overview

Dataset statistics

Number of variables8
Number of observations64
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.3 KiB
Average record size in memory69.1 B

Variable types

Categorical6
Boolean1
Numeric1

Dataset

Description지방세 세목별 납세 인원 현황을 제공하는 데이터이며, 관외 납세자에 대한 부과징수 정책 수립시 기초자료로 활용됩니다.
Author인천광역시 연수구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15079030&srcSe=7661IVAWM27C61E190

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 started2024-01-28 07:31:45.723585
Analysis finished2024-01-28 07:31:46.141032
Duration0.42 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size644.0 B
인천광역시
64 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
인천광역시 64
100.0%

Length

2024-01-28T16:31:46.195610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:31:46.270146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인천광역시 64
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size644.0 B
연수구
64 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
연수구 64
100.0%

Length

2024-01-28T16:31:46.359550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:31:46.438460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
연수구 64
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size644.0 B
28185
64 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row28185
2nd row28185
3rd row28185
4th row28185
5th row28185

Common Values

ValueCountFrequency (%)
28185 64
100.0%

Length

2024-01-28T16:31:46.513636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:31:46.587053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
28185 64
100.0%

과세년도
Categorical

Distinct2
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size644.0 B
2020
32 
2021
32 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020
2nd row2020
3rd row2020
4th row2020
5th row2020

Common Values

ValueCountFrequency (%)
2020 32
50.0%
2021 32
50.0%

Length

2024-01-28T16:31:46.664589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:31:46.747103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 32
50.0%
2021 32
50.0%

세목명
Categorical

Distinct10
Distinct (%)15.6%
Missing0
Missing (%)0.0%
Memory size644.0 B
재산세
8 
주민세
8 
취득세
8 
자동차세
8 
등록면허세
8 
Other values (5)
24 

Length

Max length7
Median length5
Mean length4.1875
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
재산세 8
12.5%
주민세 8
12.5%
취득세 8
12.5%
자동차세 8
12.5%
등록면허세 8
12.5%
지방소득세 8
12.5%
지역자원시설세 8
12.5%
등록세 4
6.2%
레저세 2
 
3.1%
지방소비세 2
 
3.1%

Length

2024-01-28T16:31:46.865408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:31:46.978588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
재산세 8
12.5%
주민세 8
12.5%
취득세 8
12.5%
자동차세 8
12.5%
등록면허세 8
12.5%
지방소득세 8
12.5%
지역자원시설세 8
12.5%
등록세 4
6.2%
레저세 2
 
3.1%
지방소비세 2
 
3.1%

납세자유형
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size644.0 B
개인
32 
법인
32 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
개인 32
50.0%
법인 32
50.0%

Length

2024-01-28T16:31:47.086287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:31:47.165286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 32
50.0%
법인 32
50.0%

관내_관외
Boolean

Distinct2
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size196.0 B
False
32 
True
32 
ValueCountFrequency (%)
False 32
50.0%
True 32
50.0%
2024-01-28T16:31:47.229354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

HIGH CORRELATION 

Distinct59
Distinct (%)92.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19904.891
Minimum1
Maximum130986
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size708.0 B
2024-01-28T16:31:47.328056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q1249.5
median2852
Q316744
95-th percentile113567.9
Maximum130986
Range130985
Interquartile range (IQR)16494.5

Descriptive statistics

Standard deviation35021.818
Coefficient of variation (CV)1.7594579
Kurtosis3.3788818
Mean19904.891
Median Absolute Deviation (MAD)2848
Skewness2.1109841
Sum1273913
Variance1.2265277 × 109
MonotonicityNot monotonic
2024-01-28T16:31:47.446675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 5
 
7.8%
7 2
 
3.1%
447 1
 
1.6%
107844 1
 
1.6%
1431 1
 
1.6%
1012 1
 
1.6%
12322 1
 
1.6%
130986 1
 
1.6%
2191 1
 
1.6%
6165 1
 
1.6%
Other values (49) 49
76.6%
ValueCountFrequency (%)
1 5
7.8%
2 1
 
1.6%
3 1
 
1.6%
5 1
 
1.6%
6 1
 
1.6%
7 2
 
3.1%
8 1
 
1.6%
10 1
 
1.6%
11 1
 
1.6%
13 1
 
1.6%
ValueCountFrequency (%)
130986 1
1.6%
124568 1
1.6%
117816 1
1.6%
114578 1
1.6%
107844 1
1.6%
97284 1
1.6%
78568 1
1.6%
66397 1
1.6%
45627 1
1.6%
41201 1
1.6%

Interactions

2024-01-28T16:31:45.911268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-28T16:31:47.527377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형관내_관외납세자수
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.0000.255
납세자유형0.0000.0001.0000.0000.801
관내_관외0.0000.0000.0001.0000.638
납세자수0.0000.2550.8010.6381.000
2024-01-28T16:31:47.606161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
세목명납세자유형과세년도관내_관외
세목명1.0000.0000.0000.000
납세자유형0.0001.0000.0000.000
과세년도0.0000.0001.0000.000
관내_관외0.0000.0000.0001.000
2024-01-28T16:31:47.687479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납세자수과세년도세목명납세자유형관내_관외
납세자수1.0000.0000.1120.5910.459
과세년도0.0001.0000.0000.0000.000
세목명0.1120.0001.0000.0000.000
납세자유형0.5910.0000.0001.0000.000
관내_관외0.4590.0000.0000.0001.000

Missing values

2024-01-28T16:31:45.998106image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-28T16:31:46.095379image/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
0인천광역시연수구281852020등록세개인N8
1인천광역시연수구281852020등록세개인Y7
2인천광역시연수구281852020레저세법인N1
3인천광역시연수구281852020재산세개인N41201
4인천광역시연수구281852020재산세개인Y97284
5인천광역시연수구281852020재산세법인N1100
6인천광역시연수구281852020재산세법인Y892
7인천광역시연수구281852020주민세개인N16626
8인천광역시연수구281852020주민세개인Y117816
9인천광역시연수구281852020주민세법인N1737
시도명시군구명자치단체코드과세년도세목명납세자유형관내_관외납세자수
54인천광역시연수구281852021등록면허세법인Y5519
55인천광역시연수구281852021지방소득세개인N20489
56인천광역시연수구281852021지방소득세개인Y78568
57인천광역시연수구281852021지방소득세법인N2203
58인천광역시연수구281852021지방소득세법인Y5387
59인천광역시연수구281852021지방소비세법인Y1
60인천광역시연수구281852021지역자원시설세개인N13
61인천광역시연수구281852021지역자원시설세개인Y11
62인천광역시연수구281852021지역자원시설세법인N3
63인천광역시연수구281852021지역자원시설세법인Y5