Overview

Dataset statistics

Number of variables8
Number of observations137
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory9.1 KiB
Average record size in memory68.0 B

Variable types

Categorical7
Numeric1

Dataset

Description이 데이터는 남원시의 2017~2020년 세목별 납세 인원 현황에 대하여 세목명, 납세자유형, 납세자수 등에 대한 데이터 입니다.
URLhttps://www.data.go.kr/data/15079838/fileData.do

Alerts

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

Reproduction

Analysis started2023-12-12 09:09:47.138882
Analysis finished2023-12-12 09:09:48.043775
Duration0.9 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
전라북도
137 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전라북도 137
100.0%

Length

2023-12-12T18:09:48.153444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:09:48.295098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전라북도 137
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
남원시
137 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
남원시 137
100.0%

Length

2023-12-12T18:09:48.417352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:09:48.541211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
남원시 137
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
45190
137 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row45190
2nd row45190
3rd row45190
4th row45190
5th row45190

Common Values

ValueCountFrequency (%)
45190 137
100.0%

Length

2023-12-12T18:09:48.674069image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:09:48.808625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
45190 137
100.0%

과세년도
Categorical

Distinct4
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2020
35 
2017
34 
2018
34 
2019
34 

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 (%)
2020 35
25.5%
2017 34
24.8%
2018 34
24.8%
2019 34
24.8%

Length

2023-12-12T18:09:48.931466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:09:49.060724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 35
25.5%
2017 34
24.8%
2018 34
24.8%
2019 34
24.8%

세목명
Categorical

Distinct10
Distinct (%)7.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
등록세
16 
재산세
16 
주민세
16 
취득세
16 
자동차세
16 
Other values (5)
57 

Length

Max length7
Median length5
Mean length4.1824818
Min length3

Unique

Unique1 ?
Unique (%)0.7%

Sample

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

Common Values

ValueCountFrequency (%)
등록세 16
11.7%
재산세 16
11.7%
주민세 16
11.7%
취득세 16
11.7%
자동차세 16
11.7%
등록면허세 16
11.7%
지방소득세 16
11.7%
지역자원시설세 16
11.7%
담배소비세 8
5.8%
지방소비세 1
 
0.7%

Length

2023-12-12T18:09:49.240312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:09:49.430267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
등록세 16
11.7%
재산세 16
11.7%
주민세 16
11.7%
취득세 16
11.7%
자동차세 16
11.7%
등록면허세 16
11.7%
지방소득세 16
11.7%
지역자원시설세 16
11.7%
담배소비세 8
5.8%
지방소비세 1
 
0.7%

납세자유형
Categorical

Distinct2
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
법인
69 
개인
68 

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 69
50.4%
개인 68
49.6%

Length

2023-12-12T18:09:49.578269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:09:49.688656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
법인 69
50.4%
개인 68
49.6%

납세자수
Real number (ℝ)

Distinct118
Distinct (%)86.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5532.3358
Minimum1
Maximum43173
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-12T18:09:49.809188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3
Q182
median1010
Q33722
95-th percentile34034.8
Maximum43173
Range43172
Interquartile range (IQR)3640

Descriptive statistics

Standard deviation10879.527
Coefficient of variation (CV)1.9665341
Kurtosis4.21411
Mean5532.3358
Median Absolute Deviation (MAD)997
Skewness2.336678
Sum757930
Variance1.183641 × 108
MonotonicityNot monotonic
2023-12-12T18:09:49.962212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3 4
 
2.9%
4 4
 
2.9%
12 3
 
2.2%
8 3
 
2.2%
2 3
 
2.2%
9 2
 
1.5%
888 2
 
1.5%
82 2
 
1.5%
10 2
 
1.5%
270 2
 
1.5%
Other values (108) 110
80.3%
ValueCountFrequency (%)
1 1
 
0.7%
2 3
2.2%
3 4
2.9%
4 4
2.9%
8 3
2.2%
9 2
1.5%
10 2
1.5%
12 3
2.2%
13 2
1.5%
15 1
 
0.7%
ValueCountFrequency (%)
43173 1
0.7%
42300 1
0.7%
41679 1
0.7%
40830 1
0.7%
36955 1
0.7%
36128 1
0.7%
35146 1
0.7%
33757 1
0.7%
33358 1
0.7%
33261 1
0.7%

데이터 기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2020-12-31
137 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-12-31
2nd row2020-12-31
3rd row2020-12-31
4th row2020-12-31
5th row2020-12-31

Common Values

ValueCountFrequency (%)
2020-12-31 137
100.0%

Length

2023-12-12T18:09:50.101599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:09:50.201580image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-12-31 137
100.0%

Interactions

2023-12-12T18:09:47.664974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T18:09:50.263103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형납세자수
과세년도1.0000.0000.0000.000
세목명0.0001.0000.0000.577
납세자유형0.0000.0001.0000.444
납세자수0.0000.5770.4441.000
2023-12-12T18:09:50.367191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
세목명과세년도납세자유형
세목명1.0000.0000.000
과세년도0.0001.0000.000
납세자유형0.0000.0001.000
2023-12-12T18:09:50.453214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납세자수과세년도세목명납세자유형
납세자수1.0000.0000.3340.467
과세년도0.0001.0000.0000.000
세목명0.3340.0001.0000.000
납세자유형0.4670.0000.0001.000

Missing values

2023-12-12T18:09:47.808171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:09:47.981579image/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

시도명시군구명자치단체코드과세년도세목명납세자유형납세자수데이터 기준일자
0전라북도남원시451902017등록세개인2392020-12-31
1전라북도남원시451902017등록세개인2742020-12-31
2전라북도남원시451902017등록세법인42020-12-31
3전라북도남원시451902017등록세법인82020-12-31
4전라북도남원시451902017재산세개인408302020-12-31
5전라북도남원시451902017재산세개인327472020-12-31
6전라북도남원시451902017재산세법인14682020-12-31
7전라북도남원시451902017재산세법인37222020-12-31
8전라북도남원시451902017주민세개인32072020-12-31
9전라북도남원시451902017주민세개인351462020-12-31
시도명시군구명자치단체코드과세년도세목명납세자유형납세자수데이터 기준일자
127전라북도남원시451902020등록면허세법인13262020-12-31
128전라북도남원시451902020지방소득세개인12172020-12-31
129전라북도남원시451902020지방소득세개인99912020-12-31
130전라북도남원시451902020지방소득세법인3762020-12-31
131전라북도남원시451902020지방소득세법인12652020-12-31
132전라북도남원시451902020지방소비세법인12020-12-31
133전라북도남원시451902020지역자원시설세개인132020-12-31
134전라북도남원시451902020지역자원시설세개인612020-12-31
135전라북도남원시451902020지역자원시설세법인42020-12-31
136전라북도남원시451902020지역자원시설세법인92020-12-31