Overview

Dataset statistics

Number of variables8
Number of observations158
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.5 KiB
Average record size in memory67.8 B

Variable types

Categorical6
Boolean1
Numeric1

Dataset

Description2017~2020년도 충청남도 보령시 지방세 관련 재산세,취득세 등 세목별로 납세 인원 현황 항목에 대한 자료를 제공합니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=350&beforeMenuCd=DOM_000000201001001000&publicdatapk=15079080

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 납세자수 High correlation

Reproduction

Analysis started2024-01-09 22:26:46.898267
Analysis finished2024-01-09 22:26:47.361102
Duration0.46 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
충청남도
158 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
충청남도 158
100.0%

Length

2024-01-10T07:26:47.424038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T07:26:47.522868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
충청남도 158
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
보령시
158 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
보령시 158
100.0%

Length

2024-01-10T07:26:47.611824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T07:26:47.685516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
보령시 158
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
44180
158 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row44180
2nd row44180
3rd row44180
4th row44180
5th row44180

Common Values

ValueCountFrequency (%)
44180 158
100.0%

Length

2024-01-10T07:26:47.760815image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T07:26:47.831261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
44180 158
100.0%

과세년도
Categorical

Distinct5
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
2018
32 
2020
32 
2021
32 
2017
31 
2019
31 

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 (%)
2018 32
20.3%
2020 32
20.3%
2021 32
20.3%
2017 31
19.6%
2019 31
19.6%

Length

2024-01-10T07:26:47.905862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T07:26:47.988185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2018 32
20.3%
2020 32
20.3%
2021 32
20.3%
2017 31
19.6%
2019 31
19.6%

세목명
Categorical

Distinct10
Distinct (%)6.3%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
등록세
20 
재산세
20 
주민세
20 
취득세
20 
자동차세
20 
Other values (5)
58 

Length

Max length7
Median length3
Mean length3.9240506
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
등록세 20
12.7%
재산세 20
12.7%
주민세 20
12.7%
취득세 20
12.7%
자동차세 20
12.7%
등록면허세 20
12.7%
지방소득세 20
12.7%
담배소비세 11
7.0%
지역자원시설세 5
 
3.2%
지방소비세 2
 
1.3%

Length

2024-01-10T07:26:48.091551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T07:26:48.190072image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
등록세 20
12.7%
재산세 20
12.7%
주민세 20
12.7%
취득세 20
12.7%
자동차세 20
12.7%
등록면허세 20
12.7%
지방소득세 20
12.7%
담배소비세 11
7.0%
지역자원시설세 5
 
3.2%
지방소비세 2
 
1.3%

납세자유형
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
법인
84 
개인
74 

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 84
53.2%
개인 74
46.8%

Length

2024-01-10T07:26:48.302748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T07:26:48.379901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
법인 84
53.2%
개인 74
46.8%

관내-관외
Boolean

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size290.0 B
False
79 
True
79 
ValueCountFrequency (%)
False 79
50.0%
True 79
50.0%
2024-01-10T07:26:48.445836image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

HIGH CORRELATION 

Distinct141
Distinct (%)89.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7400.2785
Minimum1
Maximum43702
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-01-10T07:26:48.533122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q1188.25
median1219
Q35494.75
95-th percentile40182.05
Maximum43702
Range43701
Interquartile range (IQR)5306.5

Descriptive statistics

Standard deviation12974.982
Coefficient of variation (CV)1.75331
Kurtosis2.0150099
Mean7400.2785
Median Absolute Deviation (MAD)1212
Skewness1.8784075
Sum1169244
Variance1.6835016 × 108
MonotonicityNot monotonic
2024-01-10T07:26:48.640664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2 8
 
5.1%
1 5
 
3.2%
4 3
 
1.9%
5 3
 
1.9%
7 2
 
1.3%
378 2
 
1.3%
165 1
 
0.6%
428 1
 
0.6%
1696 1
 
0.6%
3478 1
 
0.6%
Other values (131) 131
82.9%
ValueCountFrequency (%)
1 5
3.2%
2 8
5.1%
3 1
 
0.6%
4 3
 
1.9%
5 3
 
1.9%
7 2
 
1.3%
8 1
 
0.6%
10 1
 
0.6%
11 1
 
0.6%
12 1
 
0.6%
ValueCountFrequency (%)
43702 1
0.6%
43355 1
0.6%
43276 1
0.6%
42453 1
0.6%
42075 1
0.6%
41913 1
0.6%
41349 1
0.6%
40222 1
0.6%
40175 1
0.6%
39785 1
0.6%

Interactions

2024-01-10T07:26:47.125955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T07:26:48.711613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형관내-관외납세자수
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.1670.691
납세자유형0.0000.0001.0000.0000.802
관내-관외0.0000.1670.0001.0000.519
납세자수0.0000.6910.8020.5191.000
2024-01-10T07:26:48.788949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도관내-관외세목명납세자유형
과세년도1.0000.0000.0000.000
관내-관외0.0001.0000.1240.000
세목명0.0000.1241.0000.000
납세자유형0.0000.0000.0001.000
2024-01-10T07:26:48.862371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납세자수과세년도세목명납세자유형관내-관외
납세자수1.0000.0000.2750.6190.389
과세년도0.0001.0000.0000.0000.000
세목명0.2750.0001.0000.0000.124
납세자유형0.6190.0000.0001.0000.000
관내-관외0.3890.0000.1240.0001.000

Missing values

2024-01-10T07:26:47.208858image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T07:26:47.312339image/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
0충청남도보령시441802017등록세개인N165
1충청남도보령시441802017등록세개인Y154
2충청남도보령시441802017등록세법인N2
3충청남도보령시441802017등록세법인Y4
4충청남도보령시441802017재산세개인N38814
5충청남도보령시441802017재산세개인Y37623
6충청남도보령시441802017재산세법인N1086
7충청남도보령시441802017재산세법인Y2402
8충청남도보령시441802017주민세개인N6356
9충청남도보령시441802017주민세개인Y42075
시도명시군구명자치단체코드과세년도세목명납세자유형관내-관외납세자수
148충청남도보령시441802021등록면허세개인N5012
149충청남도보령시441802021등록면허세개인Y25826
150충청남도보령시441802021등록면허세법인N1373
151충청남도보령시441802021등록면허세법인Y1318
152충청남도보령시441802021지방소득세개인N2263
153충청남도보령시441802021지방소득세개인Y15945
154충청남도보령시441802021지방소득세법인N664
155충청남도보령시441802021지방소득세법인Y1321
156충청남도보령시441802021지방소비세법인Y1
157충청남도보령시441802021지역자원시설세법인Y2