Overview

Dataset statistics

Number of variables8
Number of observations164
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.9 KiB
Average record size in memory67.8 B

Variable types

Categorical6
Boolean1
Numeric1

Dataset

Description인천광역시 서구 2017년부터 2021년까지 세목별로 납세자 유형 및 납세자수를 포함하고 있습니다.(주요세목: 재산세, 주민세, 취득세, 자동차세, 등록면허세, 지방소득세 등)
Author인천광역시 서구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15078555&srcSe=7661IVAWM27C61E190

Alerts

시도명 has constant value ""Constant
군구 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 07:57:32.467729
Analysis finished2024-01-28 07:57:32.969826
Duration0.5 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
인천광역시
164 

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 164
100.0%

Length

2024-01-28T16:57:33.021677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:57:33.098548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인천광역시 164
100.0%

군구
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
서구
164 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서구 164
100.0%

Length

2024-01-28T16:57:33.180301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:57:33.266324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서구 164
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
28260
164 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row28260
2nd row28260
3rd row28260
4th row28260
5th row28260

Common Values

ValueCountFrequency (%)
28260 164
100.0%

Length

2024-01-28T16:57:33.357980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:57:33.447976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
28260 164
100.0%

과세년도
Categorical

Distinct5
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
2017
33 
2018
33 
2020
33 
2021
33 
2019
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 (%)
2017 33
20.1%
2018 33
20.1%
2020 33
20.1%
2021 33
20.1%
2019 32
19.5%

Length

2024-01-28T16:57:33.533961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:57:33.622697image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2017 33
20.1%
2018 33
20.1%
2020 33
20.1%
2021 33
20.1%
2019 32
19.5%

세목명
Categorical

Distinct10
Distinct (%)6.1%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
등록세
20 
재산세
20 
주민세
20 
취득세
20 
자동차세
20 
Other values (5)
64 

Length

Max length7
Median length6
Mean length4.1219512
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
등록세 20
12.2%
재산세 20
12.2%
주민세 20
12.2%
취득세 20
12.2%
자동차세 20
12.2%
등록면허세 20
12.2%
지방소득세 20
12.2%
지역자원시설세 20
12.2%
레저세 2
 
1.2%
지방소비세 2
 
1.2%

Length

2024-01-28T16:57:33.746047image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:57:33.857204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
등록세 20
12.2%
재산세 20
12.2%
주민세 20
12.2%
취득세 20
12.2%
자동차세 20
12.2%
등록면허세 20
12.2%
지방소득세 20
12.2%
지역자원시설세 20
12.2%
레저세 2
 
1.2%
지방소비세 2
 
1.2%

납세자유형
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
개인
82 
법인
82 

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 82
50.0%
법인 82
50.0%

Length

2024-01-28T16:57:33.982343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T16:57:34.064134image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 82
50.0%
법인 82
50.0%

관내_관외
Boolean

Distinct2
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size296.0 B
True
83 
False
81 
ValueCountFrequency (%)
True 83
50.6%
False 81
49.4%
2024-01-28T16:57:34.136999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

HIGH CORRELATION 

Distinct145
Distinct (%)88.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26467.171
Minimum1
Maximum194737
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.6 KiB
2024-01-28T16:57:34.236380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q1207
median4430.5
Q329332.75
95-th percentile143699.3
Maximum194737
Range194736
Interquartile range (IQR)29125.75

Descriptive statistics

Standard deviation45943.396
Coefficient of variation (CV)1.7358635
Kurtosis4.0507422
Mean26467.171
Median Absolute Deviation (MAD)4422
Skewness2.1998014
Sum4340616
Variance2.1107956 × 109
MonotonicityNot monotonic
2024-01-28T16:57:34.382377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 6
 
3.7%
8 5
 
3.0%
19 4
 
2.4%
2 4
 
2.4%
6 3
 
1.8%
17 2
 
1.2%
5 2
 
1.2%
45491 1
 
0.6%
1468 1
 
0.6%
2324 1
 
0.6%
Other values (135) 135
82.3%
ValueCountFrequency (%)
1 6
3.7%
2 4
2.4%
3 1
 
0.6%
4 1
 
0.6%
5 2
 
1.2%
6 3
1.8%
8 5
3.0%
9 1
 
0.6%
10 1
 
0.6%
15 1
 
0.6%
ValueCountFrequency (%)
194737 1
0.6%
186295 1
0.6%
183320 1
0.6%
178918 1
0.6%
173502 1
0.6%
161645 1
0.6%
160906 1
0.6%
156473 1
0.6%
144347 1
0.6%
140029 1
0.6%

Interactions

2024-01-28T16:57:32.698213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-28T16:57:34.480181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형관내_관외납세자수
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.0000.635
납세자유형0.0000.0001.0000.0000.825
관내_관외0.0000.0000.0001.0000.535
납세자수0.0000.6350.8250.5351.000
2024-01-28T16:57:34.583395image/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
2024-01-28T16:57:34.671776image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납세자수과세년도세목명납세자유형관내_관외
납세자수1.0000.0000.2410.6420.402
과세년도0.0001.0000.0000.0000.000
세목명0.2410.0001.0000.0000.000
납세자유형0.6420.0000.0001.0000.000
관내_관외0.4020.0000.0000.0001.000

Missing values

2024-01-28T16:57:32.809725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-28T16:57:32.923791image/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

시도명군구자치단체코드과세년도세목명납세자유형관내_관외납세자수
0인천광역시서구282602017등록세개인N119
1인천광역시서구282602017등록세개인Y150
2인천광역시서구282602017등록세법인N4
3인천광역시서구282602017등록세법인Y6
4인천광역시서구282602017레저세개인N1
5인천광역시서구282602017재산세개인N66832
6인천광역시서구282602017재산세개인Y108765
7인천광역시서구282602017재산세법인N1272
8인천광역시서구282602017재산세법인Y2181
9인천광역시서구282602017주민세개인N43447
시도명군구자치단체코드과세년도세목명납세자유형관내_관외납세자수
154인천광역시서구282602021등록면허세법인Y6837
155인천광역시서구282602021지방소득세개인N29079
156인천광역시서구282602021지방소득세개인Y106152
157인천광역시서구282602021지방소득세법인N3266
158인천광역시서구282602021지방소득세법인Y7620
159인천광역시서구282602021지방소비세법인Y1
160인천광역시서구282602021지역자원시설세개인N10
161인천광역시서구282602021지역자원시설세개인Y20
162인천광역시서구282602021지역자원시설세법인N5
163인천광역시서구282602021지역자원시설세법인Y8