Overview

Dataset statistics

Number of variables11
Number of observations3538
Missing cells0
Missing cells (%)0.0%
Duplicate rows421
Duplicate rows (%)11.9%
Total size in memory311.1 KiB
Average record size in memory90.0 B

Variable types

Categorical8
Numeric1
DateTime2

Dataset

Description충청남도 서천군 지방세 ARS간편납부시스템에 대한 데이터로 세목, 고지구분,고지금액, 부과일자, 징수일자, 수납형태 항목을 제공합니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=320&beforeMenuCd=DOM_000000201001001000&publicdatapk=15092071

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
자치단체코드 has constant value ""Constant
수납형태 has constant value ""Constant
선택납부 has constant value ""Constant
Dataset has 421 (11.9%) duplicate rowsDuplicates

Reproduction

Analysis started2024-01-09 20:38:21.769656
Analysis finished2024-01-09 20:38:22.614568
Duration0.84 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size27.8 KiB
충청남도
3538 

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 3538
100.0%

Length

2024-01-10T05:38:22.675464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:38:22.774076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
충청남도 3538
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size27.8 KiB
서천군
3538 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서천군 3538
100.0%

Length

2024-01-10T05:38:22.881837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:38:22.984216image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서천군 3538
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size27.8 KiB
44770
3538 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row44770
2nd row44770
3rd row44770
4th row44770
5th row44770

Common Values

ValueCountFrequency (%)
44770 3538
100.0%

Length

2024-01-10T05:38:23.092598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:38:23.207932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
44770 3538
100.0%

세목명
Categorical

Distinct14
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size27.8 KiB
재산세(토지)
1254 
자동차세(자동차)
1213 
재산세(주택)
565 
주민세(개인분)
214 
재산세(건축물)
132 
Other values (9)
160 

Length

Max length11
Median length7
Mean length7.89316
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row등록면허세(면허)
2nd row등록면허세(면허)
3rd row등록면허세(면허)
4th row등록면허세(면허)
5th row등록면허세(면허)

Common Values

ValueCountFrequency (%)
재산세(토지) 1254
35.4%
자동차세(자동차) 1213
34.3%
재산세(주택) 565
16.0%
주민세(개인분) 214
 
6.0%
재산세(건축물) 132
 
3.7%
등록면허세(면허) 114
 
3.2%
지방소득세(종합소득) 16
 
0.5%
지방소득세(양도소득) 10
 
0.3%
자동차세(기계장비) 8
 
0.2%
주민세(사업소분) 3
 
0.1%
Other values (4) 9
 
0.3%

Length

2024-01-10T05:38:23.330464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
재산세(토지 1254
35.4%
자동차세(자동차 1213
34.3%
재산세(주택 565
16.0%
주민세(개인분 214
 
6.0%
재산세(건축물 132
 
3.7%
등록면허세(면허 114
 
3.2%
지방소득세(종합소득 16
 
0.5%
지방소득세(양도소득 10
 
0.3%
자동차세(기계장비 8
 
0.2%
주민세(사업소분 3
 
0.1%
Other values (4) 9
 
0.3%

고지구분
Categorical

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size27.8 KiB
미납
2765 
체납
773 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row미납
2nd row체납
3rd row미납
4th row미납
5th row미납

Common Values

ValueCountFrequency (%)
미납 2765
78.2%
체납 773
 
21.8%

Length

2024-01-10T05:38:23.472393image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:38:23.581555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미납 2765
78.2%
체납 773
 
21.8%

고지금액
Real number (ℝ)

Distinct1609
Distinct (%)45.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean119093.65
Minimum2420
Maximum5990430
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size31.2 KiB
2024-01-10T05:38:23.711344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2420
5-th percentile6120
Q118000
median65070
Q3158870
95-th percentile367525
Maximum5990430
Range5988010
Interquartile range (IQR)140870

Descriptive statistics

Standard deviation197971.33
Coefficient of variation (CV)1.6623164
Kurtosis239.38885
Mean119093.65
Median Absolute Deviation (MAD)54070
Skewness10.613957
Sum4.2135334 × 108
Variance3.9192646 × 1010
MonotonicityNot monotonic
2024-01-10T05:38:23.859805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11000 201
 
5.7%
9000 68
 
1.9%
129870 47
 
1.3%
27070 42
 
1.2%
172640 32
 
0.9%
72380 19
 
0.5%
214390 18
 
0.5%
129410 18
 
0.5%
168570 18
 
0.5%
194500 18
 
0.5%
Other values (1599) 3057
86.4%
ValueCountFrequency (%)
2420 2
0.1%
2470 1
 
< 0.1%
2500 2
0.1%
2520 1
 
< 0.1%
2580 2
0.1%
2590 1
 
< 0.1%
2600 4
0.1%
2640 1
 
< 0.1%
2670 1
 
< 0.1%
2700 2
0.1%
ValueCountFrequency (%)
5990430 1
 
< 0.1%
2097870 1
 
< 0.1%
2037860 1
 
< 0.1%
1964430 1
 
< 0.1%
1792020 2
0.1%
1759580 2
0.1%
1719040 1
 
< 0.1%
1583880 1
 
< 0.1%
1562150 4
0.1%
1489030 2
0.1%

부과일자
Date

Distinct86
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size27.8 KiB
Minimum2007-12-10 00:00:00
Maximum2023-12-05 00:00:00
2024-01-10T05:38:24.007895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:38:24.160254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

징수일자
Date

Distinct86
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size27.8 KiB
Minimum2007-12-10 00:00:00
Maximum2023-12-06 00:00:00
2024-01-10T05:38:24.556139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:38:24.675491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

수납형태
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size27.8 KiB
카드결제
3538 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
카드결제 3538
100.0%

Length

2024-01-10T05:38:24.784770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:38:24.867407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
카드결제 3538
100.0%

선택납부
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size27.8 KiB
X
3538 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
X 3538
100.0%

Length

2024-01-10T05:38:24.956408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:38:25.040003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
x 3538
100.0%

기준일자
Categorical

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size27.8 KiB
2022-12-31
1991 
2021-09-30
784 
2023-12-11
763 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021-09-30
2nd row2021-09-30
3rd row2021-09-30
4th row2021-09-30
5th row2021-09-30

Common Values

ValueCountFrequency (%)
2022-12-31 1991
56.3%
2021-09-30 784
 
22.2%
2023-12-11 763
 
21.6%

Length

2024-01-10T05:38:25.126888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:38:25.212809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-12-31 1991
56.3%
2021-09-30 784
 
22.2%
2023-12-11 763
 
21.6%

Interactions

2024-01-10T05:38:22.325792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T05:38:25.289268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
세목명고지구분고지금액부과일자징수일자기준일자
세목명1.0000.3640.4450.9860.9880.145
고지구분0.3641.0000.0300.5210.5260.064
고지금액0.4450.0301.0000.3240.3230.000
부과일자0.9860.5210.3241.0001.0000.927
징수일자0.9880.5260.3231.0001.0000.927
기준일자0.1450.0640.0000.9270.9271.000
2024-01-10T05:38:25.377495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
고지구분기준일자세목명
고지구분1.0000.1060.285
기준일자0.1061.0000.080
세목명0.2850.0801.000
2024-01-10T05:38:25.462296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
고지금액세목명고지구분기준일자
고지금액1.0000.2500.0360.000
세목명0.2501.0000.2850.080
고지구분0.0360.2851.0000.106
기준일자0.0000.0800.1061.000

Missing values

2024-01-10T05:38:22.433367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T05:38:22.561000image/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

시도명시군구명자치단체코드세목명고지구분고지금액부과일자징수일자수납형태선택납부기준일자
0충청남도서천군44770등록면허세(면허)미납270002021-01-052021-01-05카드결제X2021-09-30
1충청남도서천군44770등록면허세(면허)체납90002021-01-062021-01-06카드결제X2021-09-30
2충청남도서천군44770등록면허세(면허)미납90002021-01-062021-01-06카드결제X2021-09-30
3충청남도서천군44770등록면허세(면허)미납90002021-01-062021-01-06카드결제X2021-09-30
4충청남도서천군44770등록면허세(면허)미납90002021-01-062021-01-06카드결제X2021-09-30
5충청남도서천군44770등록면허세(면허)미납90002021-01-062021-01-06카드결제X2021-09-30
6충청남도서천군44770등록면허세(면허)미납180002021-01-062021-01-06카드결제X2021-09-30
7충청남도서천군44770등록면허세(면허)미납90002021-01-062021-01-06카드결제X2021-09-30
8충청남도서천군44770등록면허세(면허)미납90002021-01-062021-01-06카드결제X2021-09-30
9충청남도서천군44770등록면허세(면허)미납90002021-01-062021-01-06카드결제X2021-09-30
시도명시군구명자치단체코드세목명고지구분고지금액부과일자징수일자수납형태선택납부기준일자
3528충청남도서천군44770재산세(토지)체납137002023-09-052023-09-05카드결제X2023-12-11
3529충청남도서천군44770재산세(토지)체납581802023-09-052023-09-05카드결제X2023-12-11
3530충청남도서천군44770재산세(주택)체납554902023-07-042023-07-04카드결제X2023-12-11
3531충청남도서천군44770주민세(개인분)체납110002023-08-042023-08-07카드결제X2023-12-11
3532충청남도서천군44770재산세(주택)체납568402023-07-042023-07-04카드결제X2023-12-11
3533충청남도서천군44770재산세(토지)체납41502023-09-052023-09-05카드결제X2023-12-11
3534충청남도서천군44770재산세(주택)체납160502023-07-042023-07-04카드결제X2023-12-11
3535충청남도서천군44770재산세(주택)체납202702023-07-042023-07-04카드결제X2023-12-11
3536충청남도서천군44770재산세(토지)체납3891602023-09-052023-09-05카드결제X2023-12-11
3537충청남도서천군44770자동차세(자동차)미납4127302023-12-052023-12-06카드결제X2023-12-11

Duplicate rows

Most frequently occurring

시도명시군구명자치단체코드세목명고지구분고지금액부과일자징수일자수납형태선택납부기준일자# duplicates
409충청남도서천군44770주민세(개인분)미납110002022-08-052022-08-08카드결제X2022-12-3138
410충청남도서천군44770주민세(개인분)미납110002023-08-042023-08-07카드결제X2023-12-1134
407충청남도서천군44770주민세(개인분)미납110002021-08-062021-08-06카드결제X2021-09-3033
408충청남도서천군44770주민세(개인분)미납110002021-08-062021-08-06카드결제X2022-12-3133
412충청남도서천군44770주민세(개인분)체납110002021-08-062021-08-06카드결제X2022-12-3120
413충청남도서천군44770주민세(개인분)체납110002022-08-052022-08-08카드결제X2022-12-3119
2충청남도서천군44770등록면허세(면허)미납90002021-01-062021-01-06카드결제X2021-09-3015
3충청남도서천군44770등록면허세(면허)미납90002021-01-062021-01-06카드결제X2022-12-3115
4충청남도서천군44770등록면허세(면허)미납90002022-01-042022-01-04카드결제X2022-12-3114
411충청남도서천군44770주민세(개인분)체납110002021-08-062021-08-06카드결제X2021-09-3012