Overview

Dataset statistics

Number of variables8
Number of observations211
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

Description본 데이터는 경상남도 합천군의 년도별 지방세 납부자현황(세목명, 납세자유형, 관내/관외, 납세자수)에 대한 정보를 제공하고 있습니다.
URLhttps://www.data.go.kr/data/15089295/fileData.do

Alerts

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

Reproduction

Analysis started2023-12-12 05:18:45.294650
Analysis finished2023-12-12 05:18:46.263946
Duration0.97 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
경상남도
211 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
경상남도 211
100.0%

Length

2023-12-12T14:18:46.323777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:18:46.423510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경상남도 211
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
합천군
211 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
합천군 211
100.0%

Length

2023-12-12T14:18:46.536458image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:18:46.659313image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
합천군 211
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
48890
211 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row48890
2nd row48890
3rd row48890
4th row48890
5th row48890

Common Values

ValueCountFrequency (%)
48890 211
100.0%

Length

2023-12-12T14:18:46.756718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:18:46.878519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
48890 211
100.0%

과세년도
Real number (ℝ)

Distinct6
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2019.5498
Minimum2017
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2023-12-12T14:18:47.001974image/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 deviation1.7074452
Coefficient of variation (CV)0.00084545833
Kurtosis-1.2620433
Mean2019.5498
Median Absolute Deviation (MAD)1
Skewness-0.027814256
Sum426125
Variance2.915369
MonotonicityIncreasing
2023-12-12T14:18:47.118890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2022 37
17.5%
2020 36
17.1%
2018 35
16.6%
2019 35
16.6%
2021 35
16.6%
2017 33
15.6%
ValueCountFrequency (%)
2017 33
15.6%
2018 35
16.6%
2019 35
16.6%
2020 36
17.1%
2021 35
16.6%
2022 37
17.5%
ValueCountFrequency (%)
2022 37
17.5%
2021 35
16.6%
2020 36
17.1%
2019 35
16.6%
2018 35
16.6%
2017 33
15.6%

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)
91 

Length

Max length7
Median length5
Mean length4.1848341
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 14
6.6%
지방소비세 3
 
1.4%

Length

2023-12-12T14:18:47.293725image/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 14
6.6%
지방소비세 3
 
1.4%

납세자유형
Categorical

Distinct2
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
법인
109 
개인
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 (%)
법인 109
51.7%
개인 102
48.3%

Length

2023-12-12T14:18:47.452256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:18:47.558860image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
법인 109
51.7%
개인 102
48.3%

관내관외
Boolean

Distinct2
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size343.0 B
False
107 
True
104 
ValueCountFrequency (%)
False 107
50.7%
True 104
49.3%
2023-12-12T14:18:47.656659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

Distinct170
Distinct (%)80.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4008.0616
Minimum1
Maximum49274
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2023-12-12T14:18:47.776707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q139
median629
Q32753
95-th percentile24147
Maximum49274
Range49273
Interquartile range (IQR)2714

Descriptive statistics

Standard deviation9312.3555
Coefficient of variation (CV)2.3234063
Kurtosis11.630418
Mean4008.0616
Median Absolute Deviation (MAD)622
Skewness3.3607739
Sum845701
Variance86719965
MonotonicityNot monotonic
2023-12-12T14:18:47.959980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 8
 
3.8%
4 7
 
3.3%
3 7
 
3.3%
2 7
 
3.3%
5 4
 
1.9%
7 3
 
1.4%
16 3
 
1.4%
791 2
 
0.9%
15 2
 
0.9%
128 2
 
0.9%
Other values (160) 166
78.7%
ValueCountFrequency (%)
1 8
3.8%
2 7
3.3%
3 7
3.3%
4 7
3.3%
5 4
1.9%
6 2
 
0.9%
7 3
 
1.4%
8 1
 
0.5%
11 2
 
0.9%
13 1
 
0.5%
ValueCountFrequency (%)
49274 1
0.5%
48453 1
0.5%
47356 1
0.5%
46611 1
0.5%
45783 1
0.5%
44948 1
0.5%
24461 1
0.5%
24390 1
0.5%
24317 1
0.5%
24251 1
0.5%

Interactions

2023-12-12T14:18:45.804076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:18:45.571585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:18:45.911000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:18:45.683968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T14:18:48.095999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형관내관외납세자수
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.0000.585
납세자유형0.0000.0001.0000.0000.605
관내관외0.0000.0000.0001.0000.559
납세자수0.0000.5850.6050.5591.000
2023-12-12T14:18:48.188494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
세목명납세자유형관내관외
세목명1.0000.0000.000
납세자유형0.0001.0000.000
관내관외0.0000.0001.000
2023-12-12T14:18:48.267308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도납세자수세목명납세자유형관내관외
과세년도1.0000.0090.0000.0000.000
납세자수0.0091.0000.3440.4350.401
세목명0.0000.3441.0000.0000.000
납세자유형0.0000.4350.0001.0000.000
관내관외0.0000.4010.0000.0001.000

Missing values

2023-12-12T14:18:46.035140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:18:46.202414image/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

시도명시군구명자치단체코드과세년도세목명납세자유형관내관외납세자수
0경상남도합천군488902017등록세개인N299
1경상남도합천군488902017등록세개인Y211
2경상남도합천군488902017등록세법인N4
3경상남도합천군488902017등록세법인Y8
4경상남도합천군488902017재산세개인N44948
5경상남도합천군488902017재산세개인Y24073
6경상남도합천군488902017재산세법인N624
7경상남도합천군488902017재산세법인Y3082
8경상남도합천군488902017주민세개인N2407
9경상남도합천군488902017주민세개인Y21939
시도명시군구명자치단체코드과세년도세목명납세자유형관내관외납세자수
201경상남도합천군488902022등록면허세법인Y837
202경상남도합천군488902022지방소득세개인N1183
203경상남도합천군488902022지방소득세개인Y5479
204경상남도합천군488902022지방소득세법인N231
205경상남도합천군488902022지방소득세법인Y749
206경상남도합천군488902022지방소비세법인Y1
207경상남도합천군488902022지역자원시설세개인N3
208경상남도합천군488902022지역자원시설세개인Y20
209경상남도합천군488902022지역자원시설세법인N3
210경상남도합천군488902022지역자원시설세법인Y5