Overview

Dataset statistics

Number of variables8
Number of observations210
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory13.9 KiB
Average record size in memory67.6 B

Variable types

Categorical5
Numeric2
Boolean1

Dataset

Description세목별 납세 인원 현황을 제공하여,관외 납세자에 대한 부과징수 정책 수립시 기초자료로 활용함에 목적을 두고 있습니다 자세한사항은 첨부파일을 참조하시기 바랍니다.
Author울산광역시 울주군
URLhttps://www.data.go.kr/data/15080232/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 started2024-04-17 09:06:17.889693
Analysis finished2024-04-17 09:06:18.538440
Duration0.65 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
울산광역시
210 

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 210
100.0%

Length

2024-04-17T18:06:18.586945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T18:06:18.662680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울산광역시 210
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
울주군
210 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
울주군 210
100.0%

Length

2024-04-17T18:06:18.740050image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T18:06:18.815694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울주군 210
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
31710
210 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row31710
2nd row31710
3rd row31710
4th row31710
5th row31710

Common Values

ValueCountFrequency (%)
31710 210
100.0%

Length

2024-04-17T18:06:18.899990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T18:06:18.980491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
31710 210
100.0%

과세년도
Real number (ℝ)

Distinct6
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2019.5333
Minimum2017
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-17T18:06:19.050248image/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 deviation1.7255006
Coefficient of variation (CV)0.00085440563
Kurtosis-1.2851267
Mean2019.5333
Median Absolute Deviation (MAD)2
Skewness-0.025843496
Sum424102
Variance2.9773525
MonotonicityIncreasing
2024-04-17T18:06:19.134518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2022 37
17.6%
2017 35
16.7%
2020 35
16.7%
2021 35
16.7%
2018 34
16.2%
2019 34
16.2%
ValueCountFrequency (%)
2017 35
16.7%
2018 34
16.2%
2019 34
16.2%
2020 35
16.7%
2021 35
16.7%
2022 37
17.6%
ValueCountFrequency (%)
2022 37
17.6%
2021 35
16.7%
2020 35
16.7%
2019 34
16.2%
2018 34
16.2%
2017 35
16.7%

세목명
Categorical

Distinct11
Distinct (%)5.2%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
등록세
24 
재산세
24 
주민세
24 
취득세
24 
자동차세
24 
Other values (6)
90 

Length

Max length7
Median length5
Mean length4.1809524
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
등록세 24
11.4%
재산세 24
11.4%
주민세 24
11.4%
취득세 24
11.4%
자동차세 24
11.4%
등록면허세 24
11.4%
지방소득세 24
11.4%
지역자원시설세 24
11.4%
담배소비세 13
6.2%
지방소비세 3
 
1.4%

Length

2024-04-17T18:06:19.238079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
등록세 24
11.4%
재산세 24
11.4%
주민세 24
11.4%
취득세 24
11.4%
자동차세 24
11.4%
등록면허세 24
11.4%
지방소득세 24
11.4%
지역자원시설세 24
11.4%
담배소비세 13
6.2%
지방소비세 3
 
1.4%

납세자유형
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
법인
107 
개인
103 

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 107
51.0%
개인 103
49.0%

Length

2024-04-17T18:06:19.332944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T18:06:19.411063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
법인 107
51.0%
개인 103
49.0%

관내_관외
Boolean

Distinct2
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size342.0 B
False
110 
True
100 
ValueCountFrequency (%)
False 110
52.4%
True 100
47.6%
2024-04-17T18:06:19.486585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

HIGH CORRELATION 

Distinct191
Distinct (%)91.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13140.419
Minimum1
Maximum88207
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-17T18:06:19.577834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q1197.5
median2237.5
Q38276.25
95-th percentile82592.45
Maximum88207
Range88206
Interquartile range (IQR)8078.75

Descriptive statistics

Standard deviation25453.915
Coefficient of variation (CV)1.9370703
Kurtosis3.1551801
Mean13140.419
Median Absolute Deviation (MAD)2197
Skewness2.1732771
Sum2759488
Variance6.4790179 × 108
MonotonicityNot monotonic
2024-04-17T18:06:19.955891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 8
 
3.8%
2 4
 
1.9%
3 4
 
1.9%
10 2
 
1.0%
5 2
 
1.0%
11 2
 
1.0%
13 2
 
1.0%
21 2
 
1.0%
297 2
 
1.0%
221 1
 
0.5%
Other values (181) 181
86.2%
ValueCountFrequency (%)
1 8
3.8%
2 4
1.9%
3 4
1.9%
4 1
 
0.5%
5 2
 
1.0%
7 1
 
0.5%
8 1
 
0.5%
10 2
 
1.0%
11 2
 
1.0%
13 2
 
1.0%
ValueCountFrequency (%)
88207 1
0.5%
86986 1
0.5%
86595 1
0.5%
86407 1
0.5%
85444 1
0.5%
85072 1
0.5%
84347 1
0.5%
84166 1
0.5%
83927 1
0.5%
83435 1
0.5%

Interactions

2024-04-17T18:06:18.248256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T18:06:18.114535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T18:06:18.315222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T18:06:18.185557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-17T18:06:20.023962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형관내_관외납세자수
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.1450.449
납세자유형0.0000.0001.0000.0000.551
관내_관외0.0000.1450.0001.0000.370
납세자수0.0000.4490.5510.3701.000
2024-04-17T18:06:20.126496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관내_관외세목명납세자유형
관내_관외1.0000.1350.000
세목명0.1351.0000.000
납세자유형0.0000.0001.000
2024-04-17T18:06:20.208328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도납세자수세목명납세자유형관내_관외
과세년도1.000-0.0040.0000.0000.000
납세자수-0.0041.0000.2200.5440.364
세목명0.0000.2201.0000.0000.135
납세자유형0.0000.5440.0001.0000.000
관내_관외0.0000.3640.1350.0001.000

Missing values

2024-04-17T18:06:18.398885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-17T18:06:18.497939image/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
0울산광역시울주군317102017등록세개인N221
1울산광역시울주군317102017등록세개인Y224
2울산광역시울주군317102017등록세법인N5
3울산광역시울주군317102017등록세법인Y14
4울산광역시울주군317102017재산세개인N77527
5울산광역시울주군317102017재산세개인Y74368
6울산광역시울주군317102017재산세법인N1767
7울산광역시울주군317102017재산세법인Y2382
8울산광역시울주군317102017주민세개인N15412
9울산광역시울주군317102017주민세개인Y75733
시도명시군구명자치단체코드과세년도세목명납세자유형관내_관외납세자수
200울산광역시울주군317102022등록면허세법인Y3812
201울산광역시울주군317102022지방소득세개인N8241
202울산광역시울주군317102022지방소득세개인Y46997
203울산광역시울주군317102022지방소득세법인N1525
204울산광역시울주군317102022지방소득세법인Y3951
205울산광역시울주군317102022지방소비세법인Y1
206울산광역시울주군317102022지역자원시설세개인N131
207울산광역시울주군317102022지역자원시설세개인Y156
208울산광역시울주군317102022지역자원시설세법인N49
209울산광역시울주군317102022지역자원시설세법인Y205