Overview

Dataset statistics

Number of variables8
Number of observations403
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory26.5 KiB
Average record size in memory67.3 B

Variable types

Categorical5
Numeric2
Boolean1

Dataset

Description경기도 이천시 지방세 납세자 유형에 대한 과세연도, 세목명, 납세자 유형, 관내 또는 관외, 납세자수 등의 정보를 제공
Author경기도 이천시
URLhttps://www.data.go.kr/data/15079233/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
지방자치단체코드 has constant value ""Constant

Reproduction

Analysis started2024-04-06 08:08:51.087747
Analysis finished2024-04-06 08:08:52.744231
Duration1.66 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
경기도
403 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
경기도 403
100.0%

Length

2024-04-06T17:08:52.856254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:08:53.034583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 403
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
이천시
403 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
이천시 403
100.0%

Length

2024-04-06T17:08:53.320714image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:08:53.620535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
이천시 403
100.0%

지방자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
41500
403 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row41500
2nd row41500
3rd row41500
4th row41500
5th row41500

Common Values

ValueCountFrequency (%)
41500 403
100.0%

Length

2024-04-06T17:08:53.820060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:08:54.011855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
41500 403
100.0%

과세연도
Real number (ℝ)

Distinct6
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2020.2159
Minimum2017
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.7 KiB
2024-04-06T17:08:54.186527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2017
5-th percentile2017
Q12019
median2020
Q32021
95-th percentile2022
Maximum2022
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.5487263
Coefficient of variation (CV)0.00076661426
Kurtosis-0.52000776
Mean2020.2159
Median Absolute Deviation (MAD)1
Skewness-0.67132646
Sum814147
Variance2.3985531
MonotonicityIncreasing
2024-04-06T17:08:54.388091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2020 102
25.3%
2022 99
24.6%
2021 98
24.3%
2017 35
 
8.7%
2018 35
 
8.7%
2019 34
 
8.4%
ValueCountFrequency (%)
2017 35
 
8.7%
2018 35
 
8.7%
2019 34
 
8.4%
2020 102
25.3%
2021 98
24.3%
2022 99
24.6%
ValueCountFrequency (%)
2022 99
24.6%
2021 98
24.3%
2020 102
25.3%
2019 34
 
8.4%
2018 35
 
8.7%
2017 35
 
8.7%

세목명
Categorical

Distinct42
Distinct (%)10.4%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
담배소비세
 
14
지역자원시설세(특자)
 
12
지역자원시설세
 
12
주민세
 
12
지방소득세
 
12
Other values (37)
341 

Length

Max length11
Median length9
Mean length7.5409429
Min length3

Unique

Unique2 ?
Unique (%)0.5%

Sample

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

Common Values

ValueCountFrequency (%)
담배소비세 14
 
3.5%
지역자원시설세(특자) 12
 
3.0%
지역자원시설세 12
 
3.0%
주민세 12
 
3.0%
지방소득세 12
 
3.0%
등록면허세 12
 
3.0%
재산세(주택) 12
 
3.0%
재산세(토지) 12
 
3.0%
등록세 12
 
3.0%
자동차세 12
 
3.0%
Other values (32) 281
69.7%

Length

2024-04-06T17:08:54.633925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
담배소비세 14
 
3.5%
지방소득세(특별징수 12
 
3.0%
취득세(이륜차량 12
 
3.0%
재산세 12
 
3.0%
등록면허세(등록 12
 
3.0%
등록면허세(면허 12
 
3.0%
자동차세(자동차 12
 
3.0%
주민세(종업원분 12
 
3.0%
지역자원시설세(특자 12
 
3.0%
자동차세(기계장비 12
 
3.0%
Other values (32) 281
69.7%

납세자유형
Categorical

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
개인
206 
법인
197 

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 206
51.1%
법인 197
48.9%

Length

2024-04-06T17:08:54.891137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:08:55.174172image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 206
51.1%
법인 197
48.9%

관내-관외
Boolean

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size535.0 B
False
203 
True
200 
ValueCountFrequency (%)
False 203
50.4%
True 200
49.6%
2024-04-06T17:08:55.404255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

Distinct319
Distinct (%)79.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6995.9727
Minimum1
Maximum83734
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.7 KiB
2024-04-06T17:08:55.634509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3
Q134
median687
Q33880.5
95-th percentile59386.8
Maximum83734
Range83733
Interquartile range (IQR)3846.5

Descriptive statistics

Standard deviation16811.373
Coefficient of variation (CV)2.4030072
Kurtosis9.4470026
Mean6995.9727
Median Absolute Deviation (MAD)682
Skewness3.199971
Sum2819377
Variance2.8262226 × 108
MonotonicityNot monotonic
2024-04-06T17:08:55.890758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 13
 
3.2%
4 8
 
2.0%
9 6
 
1.5%
13 6
 
1.5%
5 6
 
1.5%
6 6
 
1.5%
2 6
 
1.5%
8 6
 
1.5%
34 5
 
1.2%
3 4
 
1.0%
Other values (309) 337
83.6%
ValueCountFrequency (%)
1 13
3.2%
2 6
1.5%
3 4
 
1.0%
4 8
2.0%
5 6
1.5%
6 6
1.5%
7 3
 
0.7%
8 6
1.5%
9 6
1.5%
10 1
 
0.2%
ValueCountFrequency (%)
83734 1
0.2%
83700 1
0.2%
79439 1
0.2%
78151 1
0.2%
77941 1
0.2%
77596 1
0.2%
73967 1
0.2%
73560 1
0.2%
71839 1
0.2%
71675 1
0.2%

Interactions

2024-04-06T17:08:51.917209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:08:51.531786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:08:52.091984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:08:51.724804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-06T17:08:56.058793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세연도세목명납세자유형관내-관외납세자수
과세연도1.0000.6940.0000.0000.146
세목명0.6941.0000.0000.0000.634
납세자유형0.0000.0001.0000.0000.421
관내-관외0.0000.0000.0001.0000.224
납세자수0.1460.6340.4210.2241.000
2024-04-06T17:08:56.275588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관내-관외세목명납세자유형
관내-관외1.0000.0000.000
세목명0.0001.0000.000
납세자유형0.0000.0001.000
2024-04-06T17:08:56.466285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세연도납세자수세목명납세자유형관내-관외
과세연도1.000-0.1510.3280.0000.000
납세자수-0.1511.0000.2730.4180.221
세목명0.3280.2731.0000.0000.000
납세자유형0.0000.4180.0001.0000.000
관내-관외0.0000.2210.0000.0001.000

Missing values

2024-04-06T17:08:52.407573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:08:52.646763image/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

시도명시군구명지방자치단체코드과세연도세목명납세자유형관내-관외납세자수
0경기도이천시415002017등록세개인N143
1경기도이천시415002017등록세개인Y168
2경기도이천시415002017등록세법인N4
3경기도이천시415002017등록세법인Y8
4경기도이천시415002017재산세개인N68171
5경기도이천시415002017재산세개인Y59451
6경기도이천시415002017재산세법인N1361
7경기도이천시415002017재산세법인Y2112
8경기도이천시415002017주민세개인N13424
9경기도이천시415002017주민세개인Y73967
시도명시군구명지방자치단체코드과세연도세목명납세자유형관내-관외납세자수
393경기도이천시415002022취득세(부동산)법인N623
394경기도이천시415002022취득세(선박)개인Y16
395경기도이천시415002022취득세(이륜차량)개인Y1440
396경기도이천시415002022취득세(이륜차량)개인N107
397경기도이천시415002022취득세(이륜차량)법인Y9
398경기도이천시415002022취득세(이륜차량)법인N1
399경기도이천시415002022취득세(차량)개인Y15205
400경기도이천시415002022취득세(차량)개인N1233
401경기도이천시415002022취득세(차량)법인Y961
402경기도이천시415002022취득세(차량)법인N61