Overview

Dataset statistics

Number of variables10
Number of observations35
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.0 KiB
Average record size in memory87.8 B

Variable types

Numeric2
Categorical6
Boolean1
DateTime1

Dataset

Description충청북도 음성군 지방세 납세자 현황에 대한 데이터로 과세년도 2021년 지방세 세목별 납세자 유형, 주소지, 납세자 수에 대해 안내합니다.
URLhttps://www.data.go.kr/data/15079754/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
자치단체코드 has constant value ""Constant
과세년도 has constant value ""Constant
데이터기준일자 has constant value ""Constant
연번 is highly overall correlated with 세목명High correlation
납세자수 is highly overall correlated with 납세자유형High correlation
세목명 is highly overall correlated with 연번High correlation
납세자유형 is highly overall correlated with 납세자수High correlation
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 10:15:52.555802
Analysis finished2023-12-12 10:15:53.453238
Duration0.9 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct35
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18
Minimum1
Maximum35
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size447.0 B
2023-12-12T19:15:53.523623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.7
Q19.5
median18
Q326.5
95-th percentile33.3
Maximum35
Range34
Interquartile range (IQR)17

Descriptive statistics

Standard deviation10.246951
Coefficient of variation (CV)0.56927504
Kurtosis-1.2
Mean18
Median Absolute Deviation (MAD)9
Skewness0
Sum630
Variance105
MonotonicityStrictly increasing
2023-12-12T19:15:53.653213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
1 1
 
2.9%
2 1
 
2.9%
21 1
 
2.9%
22 1
 
2.9%
23 1
 
2.9%
24 1
 
2.9%
25 1
 
2.9%
26 1
 
2.9%
27 1
 
2.9%
28 1
 
2.9%
Other values (25) 25
71.4%
ValueCountFrequency (%)
1 1
2.9%
2 1
2.9%
3 1
2.9%
4 1
2.9%
5 1
2.9%
6 1
2.9%
7 1
2.9%
8 1
2.9%
9 1
2.9%
10 1
2.9%
ValueCountFrequency (%)
35 1
2.9%
34 1
2.9%
33 1
2.9%
32 1
2.9%
31 1
2.9%
30 1
2.9%
29 1
2.9%
28 1
2.9%
27 1
2.9%
26 1
2.9%

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size412.0 B
충청북도
35 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
충청북도 35
100.0%

Length

2023-12-12T19:15:53.793978image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:15:53.902920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
충청북도 35
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size412.0 B
음성군
35 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
음성군 35
100.0%

Length

2023-12-12T19:15:54.007246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:15:54.098118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
음성군 35
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size412.0 B
43770
35 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row43770
2nd row43770
3rd row43770
4th row43770
5th row43770

Common Values

ValueCountFrequency (%)
43770 35
100.0%

Length

2023-12-12T19:15:54.183324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:15:54.291876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
43770 35
100.0%

과세년도
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size412.0 B
2021
35 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021
2nd row2021
3rd row2021
4th row2021
5th row2021

Common Values

ValueCountFrequency (%)
2021 35
100.0%

Length

2023-12-12T19:15:54.410012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:15:54.513418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 35
100.0%

세목명
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)28.6%
Missing0
Missing (%)0.0%
Memory size412.0 B
등록세
4 
재산세
4 
주민세
4 
취득세
4 
자동차세
4 
Other values (5)
15 

Length

Max length7
Median length5
Mean length4.2
Min length3

Unique

Unique1 ?
Unique (%)2.9%

Sample

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

Common Values

ValueCountFrequency (%)
등록세 4
11.4%
재산세 4
11.4%
주민세 4
11.4%
취득세 4
11.4%
자동차세 4
11.4%
등록면허세 4
11.4%
지방소득세 4
11.4%
지역자원시설세 4
11.4%
담배소비세 2
5.7%
지방소비세 1
 
2.9%

Length

2023-12-12T19:15:54.631332image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:15:54.781882image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
등록세 4
11.4%
재산세 4
11.4%
주민세 4
11.4%
취득세 4
11.4%
자동차세 4
11.4%
등록면허세 4
11.4%
지방소득세 4
11.4%
지역자원시설세 4
11.4%
담배소비세 2
5.7%
지방소비세 1
 
2.9%

납세자유형
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Memory size412.0 B
법인
18 
개인
17 

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 18
51.4%
개인 17
48.6%

Length

2023-12-12T19:15:54.916989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:15:55.021618image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
법인 18
51.4%
개인 17
48.6%

관내_관외
Boolean

Distinct2
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Memory size167.0 B
False
18 
True
17 
ValueCountFrequency (%)
False 18
51.4%
True 17
48.6%
2023-12-12T19:15:55.117417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

HIGH CORRELATION 

Distinct33
Distinct (%)94.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6990.2857
Minimum1
Maximum45447
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size447.0 B
2023-12-12T19:15:55.627564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q1132.5
median2437
Q34612
95-th percentile38019.1
Maximum45447
Range45446
Interquartile range (IQR)4479.5

Descriptive statistics

Standard deviation12414.378
Coefficient of variation (CV)1.7759472
Kurtosis3.9346457
Mean6990.2857
Median Absolute Deviation (MAD)2231
Skewness2.2402126
Sum244660
Variance1.5411679 × 108
MonotonicityNot monotonic
2023-12-12T19:15:55.832933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
1 3
 
8.6%
213 1
 
2.9%
4176 1
 
2.9%
52 1
 
2.9%
4 1
 
2.9%
7429 1
 
2.9%
13139 1
 
2.9%
2437 1
 
2.9%
2953 1
 
2.9%
15107 1
 
2.9%
Other values (23) 23
65.7%
ValueCountFrequency (%)
1 3
8.6%
4 1
 
2.9%
5 1
 
2.9%
6 1
 
2.9%
13 1
 
2.9%
18 1
 
2.9%
52 1
 
2.9%
213 1
 
2.9%
223 1
 
2.9%
388 1
 
2.9%
ValueCountFrequency (%)
45447 1
2.9%
41342 1
2.9%
36595 1
2.9%
33533 1
2.9%
15107 1
2.9%
13139 1
2.9%
11181 1
2.9%
7429 1
2.9%
4668 1
2.9%
4556 1
2.9%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size412.0 B
Minimum2021-12-31 00:00:00
Maximum2021-12-31 00:00:00
2023-12-12T19:15:55.977398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:15:56.129645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T19:15:53.010286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:15:52.820807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:15:53.103031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:15:52.928026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T19:15:56.250428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번세목명납세자유형관내_관외납세자수
연번1.0000.9690.0000.0000.188
세목명0.9691.0000.0000.0000.000
납세자유형0.0000.0001.0000.0000.514
관내_관외0.0000.0000.0001.0000.265
납세자수0.1880.0000.5140.2651.000
2023-12-12T19:15:56.404411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관내_관외세목명납세자유형
관내_관외1.0000.0000.000
세목명0.0001.0000.000
납세자유형0.0000.0001.000
2023-12-12T19:15:56.529786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번납세자수세목명납세자유형관내_관외
연번1.000-0.2050.6820.0000.000
납세자수-0.2051.0000.0000.5050.252
세목명0.6820.0001.0000.0000.000
납세자유형0.0000.5050.0001.0000.000
관내_관외0.0000.2520.0000.0001.000

Missing values

2023-12-12T19:15:53.214192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:15:53.390488image/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

연번시도명시군구명자치단체코드과세년도세목명납세자유형관내_관외납세자수데이터기준일자
01충청북도음성군437702021등록세개인N2132021-12-31
12충청북도음성군437702021등록세개인Y2232021-12-31
23충청북도음성군437702021등록세법인N12021-12-31
34충청북도음성군437702021등록세법인Y62021-12-31
45충청북도음성군437702021재산세개인N454472021-12-31
56충청북도음성군437702021재산세개인Y335332021-12-31
67충청북도음성군437702021재산세법인N16062021-12-31
78충청북도음성군437702021재산세법인Y29012021-12-31
89충청북도음성군437702021주민세개인N46682021-12-31
910충청북도음성군437702021주민세개인Y413422021-12-31
연번시도명시군구명자치단체코드과세년도세목명납세자유형관내_관외납세자수데이터기준일자
2526충청북도음성군437702021등록면허세법인Y29532021-12-31
2627충청북도음성군437702021지방소득세개인N41762021-12-31
2728충청북도음성군437702021지방소득세개인Y151072021-12-31
2829충청북도음성군437702021지방소득세법인N12662021-12-31
2930충청북도음성군437702021지방소득세법인Y30232021-12-31
3031충청북도음성군437702021지방소비세법인Y12021-12-31
3132충청북도음성군437702021지역자원시설세개인N132021-12-31
3233충청북도음성군437702021지역자원시설세개인Y182021-12-31
3334충청북도음성군437702021지역자원시설세법인N12021-12-31
3435충청북도음성군437702021지역자원시설세법인Y52021-12-31