Overview

Dataset statistics

Number of variables12
Number of observations382
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory37.8 KiB
Average record size in memory101.3 B

Variable types

Categorical8
Boolean1
Numeric3

Dataset

Description울산 동구 지방세 납부현황 파일로써 납부년도, 세목명, 납부매체, 납부매체전자고지여부, 납부건수, 납부금액, 납부매체비율 등의 항목들이 제공됩니다.
URLhttps://www.data.go.kr/data/15078747/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
자치단체코드 has constant value ""Constant
운영기관명 has constant value ""Constant
운영기관전화번호 has constant value ""Constant
납부매체전자고지여부 is highly overall correlated with 납부매체High correlation
납부매체 is highly overall correlated with 납부매체전자고지여부High correlation
납부건수 is highly overall correlated with 납부금액 and 1 other fieldsHigh correlation
납부금액 is highly overall correlated with 납부건수 and 1 other fieldsHigh correlation
납부매체비율 is highly overall correlated with 납부건수 and 1 other fieldsHigh correlation
납부금액 has unique valuesUnique
납부매체비율 has 102 (26.7%) zerosZeros

Reproduction

Analysis started2023-12-12 23:07:32.268493
Analysis finished2023-12-12 23:07:33.862872
Duration1.59 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
울산광역시
382 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
울산광역시 382
100.0%

Length

2023-12-13T08:07:33.920057image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:07:34.016506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울산광역시 382
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
동구
382 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
동구 382
100.0%

Length

2023-12-13T08:07:34.118634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:07:34.202594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동구 382
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
31170
382 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row31170
2nd row31170
3rd row31170
4th row31170
5th row31170

Common Values

ValueCountFrequency (%)
31170 382
100.0%

Length

2023-12-13T08:07:34.319527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:07:34.416003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
31170 382
100.0%

납부년도
Categorical

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
2021
78 
2018
77 
2019
77 
2020
76 
2017
74 

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 (%)
2021 78
20.4%
2018 77
20.2%
2019 77
20.2%
2020 76
19.9%
2017 74
19.4%

Length

2023-12-13T08:07:34.528780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:07:34.646722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 78
20.4%
2018 77
20.2%
2019 77
20.2%
2020 76
19.9%
2017 74
19.4%

세목명
Categorical

Distinct12
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
자동차세
53 
주민세
53 
등록면허세
52 
재산세
52 
지방소득세
46 
Other values (7)
126 

Length

Max length7
Median length5
Mean length4.0157068
Min length3

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row등록면허세
2nd row등록면허세
3rd row자동차세
4th row자동차세
5th row재산세

Common Values

ValueCountFrequency (%)
자동차세 53
13.9%
주민세 53
13.9%
등록면허세 52
13.6%
재산세 52
13.6%
지방소득세 46
12.0%
취득세 44
11.5%
지역자원시설세 29
7.6%
등록세 23
6.0%
면허세 18
 
4.7%
종합토지세 9
 
2.4%
Other values (2) 3
 
0.8%

Length

2023-12-13T08:07:34.845129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
자동차세 53
13.9%
주민세 53
13.9%
등록면허세 52
13.6%
재산세 52
13.6%
지방소득세 46
12.0%
취득세 44
11.5%
지역자원시설세 29
7.6%
등록세 23
6.0%
면허세 18
 
4.7%
종합토지세 9
 
2.4%
Other values (2) 3
 
0.8%

납부매체
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
ARS
56 
가상계좌
48 
자동화기기
45 
은행창구
44 
기타
41 
Other values (5)
148 

Length

Max length5
Median length4
Mean length3.882199
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
ARS 56
14.7%
가상계좌 48
12.6%
자동화기기 45
11.8%
은행창구 44
11.5%
기타 41
10.7%
위택스 40
10.5%
인터넷지로 38
9.9%
지자체방문 33
8.6%
자동이체 20
 
5.2%
페이사납부 17
 
4.5%

Length

2023-12-13T08:07:35.022779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:07:35.165025image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
ars 56
14.7%
가상계좌 48
12.6%
자동화기기 45
11.8%
은행창구 44
11.5%
기타 41
10.7%
위택스 40
10.5%
인터넷지로 38
9.9%
지자체방문 33
8.6%
자동이체 20
 
5.2%
페이사납부 17
 
4.5%

납부매체전자고지여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size514.0 B
False
196 
True
186 
ValueCountFrequency (%)
False 196
51.3%
True 186
48.7%
2023-12-13T08:07:35.332376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납부건수
Real number (ℝ)

HIGH CORRELATION 

Distinct291
Distinct (%)76.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4272.6021
Minimum1
Maximum53606
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2023-12-13T08:07:35.454197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1.05
Q119.25
median444
Q33767.25
95-th percentile23726.6
Maximum53606
Range53605
Interquartile range (IQR)3748

Descriptive statistics

Standard deviation9054.4671
Coefficient of variation (CV)2.1191927
Kurtosis11.666642
Mean4272.6021
Median Absolute Deviation (MAD)442
Skewness3.3204156
Sum1632134
Variance81983374
MonotonicityNot monotonic
2023-12-13T08:07:35.596512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 20
 
5.2%
3 17
 
4.5%
2 12
 
3.1%
4 9
 
2.4%
6 6
 
1.6%
11 6
 
1.6%
5 5
 
1.3%
8 5
 
1.3%
13 3
 
0.8%
79 3
 
0.8%
Other values (281) 296
77.5%
ValueCountFrequency (%)
1 20
5.2%
2 12
3.1%
3 17
4.5%
4 9
2.4%
5 5
 
1.3%
6 6
 
1.6%
7 2
 
0.5%
8 5
 
1.3%
9 3
 
0.8%
10 1
 
0.3%
ValueCountFrequency (%)
53606 1
0.3%
52218 1
0.3%
49598 1
0.3%
48465 1
0.3%
48153 1
0.3%
42324 1
0.3%
40792 1
0.3%
38720 1
0.3%
37991 1
0.3%
37162 1
0.3%

납부금액
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct382
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.7971171 × 109
Minimum7970
Maximum5.5295743 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2023-12-13T08:07:35.752176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7970
5-th percentile37251.5
Q13019940
median99979020
Q31.4487439 × 109
95-th percentile9.4419455 × 109
Maximum5.5295743 × 1010
Range5.5295735 × 1010
Interquartile range (IQR)1.4457239 × 109

Descriptive statistics

Standard deviation4.4860466 × 109
Coefficient of variation (CV)2.4962461
Kurtosis56.271973
Mean1.7971171 × 109
Median Absolute Deviation (MAD)99936460
Skewness5.9747948
Sum6.8649873 × 1011
Variance2.0124614 × 1019
MonotonicityNot monotonic
2023-12-13T08:07:35.895693image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5775220 1
 
0.3%
258539630 1
 
0.3%
7727725420 1
 
0.3%
13278912290 1
 
0.3%
1877526880 1
 
0.3%
1975060 1
 
0.3%
1743438090 1
 
0.3%
106956620 1
 
0.3%
3126000000 1
 
0.3%
3161943700 1
 
0.3%
Other values (372) 372
97.4%
ValueCountFrequency (%)
7970 1
0.3%
12360 1
0.3%
12600 1
0.3%
13200 1
0.3%
17890 1
0.3%
18540 1
0.3%
18900 1
0.3%
20300 1
0.3%
20940 1
0.3%
21270 1
0.3%
ValueCountFrequency (%)
55295743020 1
0.3%
23627530960 1
0.3%
20259921460 1
0.3%
20252215210 1
0.3%
18409165250 1
0.3%
17671347150 1
0.3%
16532675080 1
0.3%
13896120560 1
0.3%
13514949870 1
0.3%
13278912290 1
0.3%

납부매체비율
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct114
Distinct (%)29.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.573403
Minimum0
Maximum80
Zeros102
Zeros (%)26.7%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2023-12-13T08:07:36.039485image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median6
Q321
95-th percentile41.993
Maximum80
Range80
Interquartile range (IQR)21

Descriptive statistics

Standard deviation15.111746
Coefficient of variation (CV)1.201882
Kurtosis1.8833746
Mean12.573403
Median Absolute Deviation (MAD)6
Skewness1.3704429
Sum4803.04
Variance228.36488
MonotonicityNot monotonic
2023-12-13T08:07:36.225783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 102
26.7%
1.0 16
 
4.2%
7.0 12
 
3.1%
2.0 12
 
3.1%
4.0 10
 
2.6%
20.0 9
 
2.4%
6.0 8
 
2.1%
26.0 8
 
2.1%
14.0 8
 
2.1%
19.0 7
 
1.8%
Other values (104) 190
49.7%
ValueCountFrequency (%)
0.0 102
26.7%
0.01 5
 
1.3%
0.02 3
 
0.8%
0.03 3
 
0.8%
0.04 2
 
0.5%
0.06 1
 
0.3%
0.07 1
 
0.3%
0.08 2
 
0.5%
0.13 2
 
0.5%
0.16 1
 
0.3%
ValueCountFrequency (%)
80.0 1
0.3%
76.0 1
0.3%
72.0 1
0.3%
64.0 1
0.3%
56.59 1
0.3%
55.0 1
0.3%
50.0 1
0.3%
49.0 1
0.3%
48.53 1
0.3%
48.0 1
0.3%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
울산광역시 동구 세무1과
382 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row울산광역시 동구 세무1과
2nd row울산광역시 동구 세무1과
3rd row울산광역시 동구 세무1과
4th row울산광역시 동구 세무1과
5th row울산광역시 동구 세무1과

Common Values

ValueCountFrequency (%)
울산광역시 동구 세무1과 382
100.0%

Length

2023-12-13T08:07:36.383718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:07:36.499598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울산광역시 382
33.3%
동구 382
33.3%
세무1과 382
33.3%

운영기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
052-209-3264
382 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row052-209-3264
2nd row052-209-3264
3rd row052-209-3264
4th row052-209-3264
5th row052-209-3264

Common Values

ValueCountFrequency (%)
052-209-3264 382
100.0%

Length

2023-12-13T08:07:36.621558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:07:36.737354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
052-209-3264 382
100.0%

Interactions

2023-12-13T08:07:33.264628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:07:32.689281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:07:32.965880image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:07:33.357312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:07:32.769809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:07:33.055012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:07:33.453400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:07:32.863060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:07:33.153580image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T08:07:36.809236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납부년도세목명납부매체납부매체전자고지여부납부건수납부금액납부매체비율
납부년도1.0000.0000.0000.0000.0000.0000.000
세목명0.0001.0000.0000.0000.2890.2640.591
납부매체0.0000.0001.0000.9930.6160.4190.612
납부매체전자고지여부0.0000.0000.9931.0000.2870.2710.314
납부건수0.0000.2890.6160.2871.0000.4440.709
납부금액0.0000.2640.4190.2710.4441.0000.291
납부매체비율0.0000.5910.6120.3140.7090.2911.000
2023-12-13T08:07:36.946494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납부매체전자고지여부세목명납부년도납부매체
납부매체전자고지여부1.0000.0000.0000.915
세목명0.0001.0000.0000.000
납부년도0.0000.0001.0000.000
납부매체0.9150.0000.0001.000
2023-12-13T08:07:37.386370image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납부건수납부금액납부매체비율납부년도세목명납부매체납부매체전자고지여부
납부건수1.0000.8780.8190.0000.1250.2300.218
납부금액0.8781.0000.6750.0000.1060.2340.195
납부매체비율0.8190.6751.0000.0000.2960.2300.205
납부년도0.0000.0000.0001.0000.0000.0000.000
세목명0.1250.1060.2960.0001.0000.0000.000
납부매체0.2300.2340.2300.0000.0001.0000.915
납부매체전자고지여부0.2180.1950.2050.0000.0000.9151.000

Missing values

2023-12-13T08:07:33.626318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:07:33.790674image/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

시도명시군구명자치단체코드납부년도세목명납부매체납부매체전자고지여부납부건수납부금액납부매체비율운영기관명운영기관전화번호
0울산광역시동구311702017등록면허세ARSN19557752201.0울산광역시 동구 세무1과052-209-3264
1울산광역시동구311702017등록면허세ARSY2855000.0울산광역시 동구 세무1과052-209-3264
2울산광역시동구311702017자동차세ARSN6775145120313044.0울산광역시 동구 세무1과052-209-3264
3울산광역시동구311702017자동차세ARSY179576200.0울산광역시 동구 세무1과052-209-3264
4울산광역시동구311702017재산세ARSN6198102340286040.0울산광역시 동구 세무1과052-209-3264
5울산광역시동구311702017재산세ARSY1811147300.0울산광역시 동구 세무1과052-209-3264
6울산광역시동구311702017주민세ARSN21223258542014.0울산광역시 동구 세무1과052-209-3264
7울산광역시동구311702017주민세ARSY738432800.0울산광역시 동구 세무1과052-209-3264
8울산광역시동구311702017지방소득세ARSN97164657001.0울산광역시 동구 세무1과052-209-3264
9울산광역시동구311702017지방소득세ARSY2372300.0울산광역시 동구 세무1과052-209-3264
시도명시군구명자치단체코드납부년도세목명납부매체납부매체전자고지여부납부건수납부금액납부매체비율운영기관명운영기관전화번호
372울산광역시동구311702021재산세지자체방문N66614937218013.53울산광역시 동구 세무1과052-209-3264
373울산광역시동구311702021주민세지자체방문N7641847555015.52울산광역시 동구 세무1과052-209-3264
374울산광역시동구311702021지방소득세지자체방문N140458080802.84울산광역시 동구 세무1과052-209-3264
375울산광역시동구311702021취득세지자체방문N598150676767012.15울산광역시 동구 세무1과052-209-3264
376울산광역시동구311702021등록면허세페이사납부Y19859935803.49울산광역시 동구 세무1과052-209-3264
377울산광역시동구311702021자동차세페이사납부Y237743180102041.86울산광역시 동구 세무1과052-209-3264
378울산광역시동구311702021재산세페이사납부Y147124175987025.91울산광역시 동구 세무1과052-209-3264
379울산광역시동구311702021주민세페이사납부Y16072051336028.3울산광역시 동구 세무1과052-209-3264
380울산광역시동구311702021지방소득세페이사납부Y2428192000.42울산광역시 동구 세무1과052-209-3264
381울산광역시동구311702021취득세페이사납부Y13000000.02울산광역시 동구 세무1과052-209-3264