Overview

Dataset statistics

Number of variables8
Number of observations102
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.8 KiB
Average record size in memory68.3 B

Variable types

Categorical6
Boolean1
Numeric1

Dataset

Description충청남도 논산시의 지방세 납세자현황에 대한 데이터로 세목별,납세자유형별,관내/관외,납세자수 등에 항목을 제공한다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=351&beforeMenuCd=DOM_000000201001001000&publicdatapk=15079166

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 started2024-01-09 19:52:31.930498
Analysis finished2024-01-09 19:52:32.365091
Duration0.43 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
충청남도
102 

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 102
100.0%

Length

2024-01-10T04:52:32.410778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T04:52:32.479004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
충청남도 102
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
논산시
102 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
논산시 102
100.0%

Length

2024-01-10T04:52:32.549275image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T04:52:32.615405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
논산시 102
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
44230
102 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row44230
2nd row44230
3rd row44230
4th row44230
5th row44230

Common Values

ValueCountFrequency (%)
44230 102
100.0%

Length

2024-01-10T04:52:32.687930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T04:52:32.755547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
44230 102
100.0%

과세년도
Categorical

Distinct3
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size948.0 B
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 (%)
2017 34
33.3%
2018 34
33.3%
2019 34
33.3%

Length

2024-01-10T04:52:32.825309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T04:52:32.897487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2017 34
33.3%
2018 34
33.3%
2019 34
33.3%

세목명
Categorical

Distinct9
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Memory size948.0 B
등록세
12 
재산세
12 
주민세
12 
취득세
12 
자동차세
12 
Other values (4)
42 

Length

Max length7
Median length5
Mean length4.1764706
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
등록세 12
11.8%
재산세 12
11.8%
주민세 12
11.8%
취득세 12
11.8%
자동차세 12
11.8%
등록면허세 12
11.8%
지방소득세 12
11.8%
지역자원시설세 12
11.8%
담배소비세 6
5.9%

Length

2024-01-10T04:52:32.982730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T04:52:33.076731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
등록세 12
11.8%
재산세 12
11.8%
주민세 12
11.8%
취득세 12
11.8%
자동차세 12
11.8%
등록면허세 12
11.8%
지방소득세 12
11.8%
지역자원시설세 12
11.8%
담배소비세 6
5.9%

납세자유형
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
개인
51 
법인
51 

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 51
50.0%
법인 51
50.0%

Length

2024-01-10T04:52:33.173456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T04:52:33.242373image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 51
50.0%
법인 51
50.0%

관내 관외
Boolean

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size234.0 B
False
54 
True
48 
ValueCountFrequency (%)
False 54
52.9%
True 48
47.1%
2024-01-10T04:52:33.301808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

HIGH CORRELATION 

Distinct93
Distinct (%)91.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7565.3627
Minimum1
Maximum51417
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-01-10T04:52:33.391579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q1170.25
median1256
Q36174.75
95-th percentile47726.7
Maximum51417
Range51416
Interquartile range (IQR)6004.5

Descriptive statistics

Standard deviation14438.2
Coefficient of variation (CV)1.908461
Kurtosis3.5585115
Mean7565.3627
Median Absolute Deviation (MAD)1246
Skewness2.2302884
Sum771667
Variance2.0846161 × 108
MonotonicityNot monotonic
2024-01-10T04:52:33.498826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2 4
 
3.9%
1 3
 
2.9%
4 3
 
2.9%
9 2
 
2.0%
14 2
 
2.0%
196 1
 
1.0%
202 1
 
1.0%
3198 1
 
1.0%
1241 1
 
1.0%
48723 1
 
1.0%
Other values (83) 83
81.4%
ValueCountFrequency (%)
1 3
2.9%
2 4
3.9%
3 1
 
1.0%
4 3
2.9%
5 1
 
1.0%
8 1
 
1.0%
9 2
2.0%
11 1
 
1.0%
12 1
 
1.0%
14 2
2.0%
ValueCountFrequency (%)
51417 1
1.0%
50728 1
1.0%
49393 1
1.0%
48723 1
1.0%
48046 1
1.0%
47751 1
1.0%
47265 1
1.0%
46444 1
1.0%
45734 1
1.0%
37733 1
1.0%

Interactions

2024-01-10T04:52:32.140352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T04:52:33.566956image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형관내 관외납세자수
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.0000.490
납세자유형0.0000.0001.0000.0000.542
관내 관외0.0000.0000.0001.0000.408
납세자수0.0000.4900.5420.4081.000
2024-01-10T04:52:33.640348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도관내 관외세목명납세자유형
과세년도1.0000.0000.0000.000
관내 관외0.0001.0000.0000.000
세목명0.0000.0001.0000.000
납세자유형0.0000.0000.0001.000
2024-01-10T04:52:33.710579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납세자수과세년도세목명납세자유형관내 관외
납세자수1.0000.0000.2800.5680.426
과세년도0.0001.0000.0000.0000.000
세목명0.2800.0001.0000.0000.000
납세자유형0.5680.0000.0001.0000.000
관내 관외0.4260.0000.0000.0001.000

Missing values

2024-01-10T04:52:32.235860image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T04:52:32.328901image/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
0충청남도논산시442302017등록세개인N196
1충청남도논산시442302017등록세개인Y151
2충청남도논산시442302017등록세법인N2
3충청남도논산시442302017등록세법인Y3
4충청남도논산시442302017재산세개인N45734
5충청남도논산시442302017재산세개인Y47751
6충청남도논산시442302017재산세법인N1167
7충청남도논산시442302017재산세법인Y3124
8충청남도논산시442302017주민세개인N7399
9충청남도논산시442302017주민세개인Y49393
시도명시군구명자치단체코드과세년도세목명납세자유형관내 관외납세자수
92충청남도논산시442302019등록면허세법인N1355
93충청남도논산시442302019등록면허세법인Y1671
94충청남도논산시442302019지방소득세개인N2084
95충청남도논산시442302019지방소득세개인Y12847
96충청남도논산시442302019지방소득세법인N554
97충청남도논산시442302019지방소득세법인Y1543
98충청남도논산시442302019지역자원시설세개인N8
99충청남도논산시442302019지역자원시설세개인Y34
100충청남도논산시442302019지역자원시설세법인N1
101충청남도논산시442302019지역자원시설세법인Y14