Overview

Dataset statistics

Number of variables9
Number of observations181
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory13.4 KiB
Average record size in memory75.7 B

Variable types

Categorical6
Boolean1
Numeric1
DateTime1

Dataset

Description강원도 춘천시의 지방세 세목별 납세 인원 현황으로 시도명, 시군구명, 자치단체코드, 과세년도, 세목명, 납세자유형, 관내여부, 납세자수, 데이터기준일에 대한 자료 제공.
Author강원특별자치도 춘천시
URLhttps://www.data.go.kr/data/15079768/fileData.do

Alerts

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

Reproduction

Analysis started2023-12-11 23:59:00.460330
Analysis finished2023-12-11 23:59:01.108073
Duration0.65 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
강원특별자치도
181 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강원특별자치도 181
100.0%

Length

2023-12-12T08:59:01.184288image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:59:01.276049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강원특별자치도 181
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
춘천시
181 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
춘천시 181
100.0%

Length

2023-12-12T08:59:01.376139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:59:01.471764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
춘천시 181
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
51110
181 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row51110
2nd row51110
3rd row51110
4th row51110
5th row51110

Common Values

ValueCountFrequency (%)
51110 181
100.0%

Length

2023-12-12T08:59:01.563599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:59:01.645484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
51110 181
100.0%

과세년도
Categorical

Distinct5
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
2022
39 
2020
36 
2021
36 
2018
35 
2019
35 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2018
2nd row2018
3rd row2018
4th row2018
5th row2018

Common Values

ValueCountFrequency (%)
2022 39
21.5%
2020 36
19.9%
2021 36
19.9%
2018 35
19.3%
2019 35
19.3%

Length

2023-12-12T08:59:01.740710image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:59:01.856083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022 39
21.5%
2020 36
19.9%
2021 36
19.9%
2018 35
19.3%
2019 35
19.3%

세목명
Categorical

Distinct12
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
등록세
20 
재산세
20 
주민세
20 
취득세
20 
자동차세
20 
Other values (7)
81 

Length

Max length7
Median length5
Mean length4.1933702
Min length3

Unique

Unique1 ?
Unique (%)0.6%

Sample

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

Common Values

ValueCountFrequency (%)
등록세 20
11.0%
재산세 20
11.0%
주민세 20
11.0%
취득세 20
11.0%
자동차세 20
11.0%
등록면허세 20
11.0%
지방소득세 20
11.0%
지역자원시설세 20
11.0%
담배소비세 15
8.3%
지방소비세 3
 
1.7%
Other values (2) 3
 
1.7%

Length

2023-12-12T08:59:02.003850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
등록세 20
11.0%
재산세 20
11.0%
주민세 20
11.0%
취득세 20
11.0%
자동차세 20
11.0%
등록면허세 20
11.0%
지방소득세 20
11.0%
지역자원시설세 20
11.0%
담배소비세 15
8.3%
지방소비세 3
 
1.7%
Other values (2) 3
 
1.7%

납세자유형
Categorical

Distinct2
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
개인
94 
법인
87 

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 94
51.9%
법인 87
48.1%

Length

2023-12-12T08:59:02.167725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:59:02.310724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 94
51.9%
법인 87
48.1%

관내여부
Boolean

Distinct2
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size313.0 B
False
93 
True
88 
ValueCountFrequency (%)
False 93
51.4%
True 88
48.6%
2023-12-12T08:59:02.391680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

Distinct158
Distinct (%)87.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14327.773
Minimum1
Maximum109739
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2023-12-12T08:59:02.494031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q161
median1406
Q36741
95-th percentile90575
Maximum109739
Range109738
Interquartile range (IQR)6680

Descriptive statistics

Standard deviation28691.402
Coefficient of variation (CV)2.0025025
Kurtosis3.5741545
Mean14327.773
Median Absolute Deviation (MAD)1401
Skewness2.2032549
Sum2593327
Variance8.2319653 × 108
MonotonicityNot monotonic
2023-12-12T08:59:02.617599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 8
 
4.4%
2 5
 
2.8%
3 3
 
1.7%
61 3
 
1.7%
23 3
 
1.7%
80 2
 
1.1%
42 2
 
1.1%
4 2
 
1.1%
7 2
 
1.1%
8 2
 
1.1%
Other values (148) 149
82.3%
ValueCountFrequency (%)
1 8
4.4%
2 5
2.8%
3 3
 
1.7%
4 2
 
1.1%
5 1
 
0.6%
7 2
 
1.1%
8 2
 
1.1%
9 1
 
0.6%
11 2
 
1.1%
14 1
 
0.6%
ValueCountFrequency (%)
109739 1
0.6%
108776 1
0.6%
108714 1
0.6%
107012 1
0.6%
103216 1
0.6%
101660 1
0.6%
98634 1
0.6%
93525 1
0.6%
92855 1
0.6%
90575 1
0.6%

데이터기준일
Date

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
Minimum2023-11-08 00:00:00
Maximum2023-11-08 00:00:00
2023-12-12T08:59:02.717782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:59:02.802212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T08:59:00.750976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T08:59:02.882056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형관내여부납세자수
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.0000.538
납세자유형0.0000.0001.0000.0000.431
관내여부0.0000.0000.0001.0000.423
납세자수0.0000.5380.4310.4231.000
2023-12-12T08:59:02.978885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
세목명납세자유형과세년도관내여부
세목명1.0000.0000.0000.000
납세자유형0.0001.0000.0000.000
과세년도0.0000.0001.0000.000
관내여부0.0000.0000.0001.000
2023-12-12T08:59:03.078207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납세자수과세년도세목명납세자유형관내여부
납세자수1.0000.0000.2600.4220.415
과세년도0.0001.0000.0000.0000.000
세목명0.2600.0001.0000.0000.000
납세자유형0.4220.0000.0001.0000.000
관내여부0.4150.0000.0000.0001.000

Missing values

2023-12-12T08:59:00.880131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T08:59:01.049425image/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

시도명시군구명자치단체코드과세년도세목명납세자유형관내여부납세자수데이터기준일
0강원특별자치도춘천시511102018등록세개인N802023-11-08
1강원특별자치도춘천시511102018등록세개인Y1862023-11-08
2강원특별자치도춘천시511102018등록세법인N32023-11-08
3강원특별자치도춘천시511102018등록세법인Y142023-11-08
4강원특별자치도춘천시511102018재산세개인N637682023-11-08
5강원특별자치도춘천시511102018재산세개인Y806732023-11-08
6강원특별자치도춘천시511102018재산세법인N9522023-11-08
7강원특별자치도춘천시511102018재산세법인Y20242023-11-08
8강원특별자치도춘천시511102018주민세개인N103502023-11-08
9강원특별자치도춘천시511102018주민세개인Y1087762023-11-08
시도명시군구명자치단체코드과세년도세목명납세자유형관내여부납세자수데이터기준일
171강원특별자치도춘천시511102022등록면허세법인Y32772023-11-08
172강원특별자치도춘천시511102022지방소득세개인N70502023-11-08
173강원특별자치도춘천시511102022지방소득세개인Y643102023-11-08
174강원특별자치도춘천시511102022지방소득세법인N14062023-11-08
175강원특별자치도춘천시511102022지방소득세법인Y35582023-11-08
176강원특별자치도춘천시511102022지방소비세개인Y12023-11-08
177강원특별자치도춘천시511102022지역자원시설세개인N412023-11-08
178강원특별자치도춘천시511102022지역자원시설세개인Y1882023-11-08
179강원특별자치도춘천시511102022지역자원시설세법인N232023-11-08
180강원특별자치도춘천시511102022지역자원시설세법인Y642023-11-08