Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 230 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 21.0 KiB |
Average record size in memory | 93.6 B |
Variable types
Categorical | 7 |
---|---|
Boolean | 1 |
Numeric | 3 |
Dataset
Description | (납부년도 2017~2019) 지방세 세목별 납부매체, 납부매체전자고지여부, 납부건수, 납부금액, 납부매체비율에 대한 자료 |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=346&beforeMenuCd=DOM_000000201001001000&publicdatapk=15080738 |
시도명 has constant value "" | Constant |
시군구명 has constant value "" | Constant |
자치단체코드 has constant value "" | Constant |
데이터기준일 has constant value "" | Constant |
납부매체전자고지여부 is highly overall correlated with 납부매체 | High correlation |
납부매체 is highly overall correlated with 납부매체전자고지여부 | High correlation |
납부건수 is highly overall correlated with 납부금액 and 1 other fields | High correlation |
납부금액 is highly overall correlated with 납부건수 and 1 other fields | High correlation |
납부매체비율 is highly overall correlated with 납부건수 and 1 other fields | High correlation |
납부금액 has unique values | Unique |
납부매체비율 has 5 (2.2%) zeros | Zeros |
Reproduction
Analysis started | 2024-01-09 22:19:06.661586 |
---|---|
Analysis finished | 2024-01-09 22:19:07.743005 |
Duration | 1.08 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
충청남도 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 충청남도 |
---|---|
2nd row | 충청남도 |
3rd row | 충청남도 |
4th row | 충청남도 |
5th row | 충청남도 |
Common Values
Value | Count | Frequency (%) |
충청남도 | 230 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
충청남도 | 230 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
공주시 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 공주시 |
---|---|
2nd row | 공주시 |
3rd row | 공주시 |
4th row | 공주시 |
5th row | 공주시 |
Common Values
Value | Count | Frequency (%) |
공주시 | 230 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
공주시 | 230 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
44150 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 44150 |
---|---|
2nd row | 44150 |
3rd row | 44150 |
4th row | 44150 |
5th row | 44150 |
Common Values
Value | Count | Frequency (%) |
44150 | 230 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
44150 | 230 |
납부년도
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 1.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
2019 | |
---|---|
2017 | |
2018 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2017 |
---|---|
2nd row | 2017 |
3rd row | 2017 |
4th row | 2017 |
5th row | 2017 |
Common Values
Value | Count | Frequency (%) |
2019 | 80 | |
2017 | 76 | |
2018 | 74 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2019 | 80 | |
2017 | 76 | |
2018 | 74 |
세목명
Categorical
Distinct | 12 |
---|---|
Distinct (%) | 5.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
등록면허세 | |
---|---|
자동차세 | |
재산세 | |
주민세 | |
지방소득세 | |
Other values (7) |
Length
Max length | 7 |
---|---|
Median length | 6 |
Mean length | 4 |
Min length | 3 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | 등록면허세 |
---|---|
2nd row | 등록면허세 |
3rd row | 자동차세 |
4th row | 자동차세 |
5th row | 재산세 |
Common Values
Value | Count | Frequency (%) |
등록면허세 | 31 | |
자동차세 | 31 | |
재산세 | 31 | |
주민세 | 31 | |
지방소득세 | 27 | |
취득세 | 25 | |
등록세 | 20 | |
지역자원시설세 | 16 | |
면허세 | 8 | 3.5% |
종합토지세 | 5 | 2.2% |
Other values (2) | 5 | 2.2% |
Length
Value | Count | Frequency (%) |
등록면허세 | 31 | |
자동차세 | 31 | |
재산세 | 31 | |
주민세 | 31 | |
지방소득세 | 27 | |
취득세 | 25 | |
등록세 | 20 | |
지역자원시설세 | 16 | |
면허세 | 8 | 3.5% |
종합토지세 | 5 | 2.2% |
Other values (2) | 5 | 2.2% |
납부매체
Categorical
HIGH CORRELATION
 
Distinct | 10 |
---|---|
Distinct (%) | 4.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
ARS | |
---|---|
은행창구 | |
가상계좌 | |
기타 | |
자동화기기 | |
Other values (5) |
Length
Max length | 5 |
---|---|
Median length | 4 |
Mean length | 3.873913 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | ARS |
---|---|
2nd row | ARS |
3rd row | ARS |
4th row | ARS |
5th row | ARS |
Common Values
Value | Count | Frequency (%) |
ARS | 33 | |
은행창구 | 30 | |
가상계좌 | 27 | |
기타 | 26 | |
자동화기기 | 25 | |
인터넷지로 | 24 | |
지자체방문 | 24 | |
위택스 | 23 | |
자동이체 | 12 | 5.2% |
페이사납부 | 6 | 2.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
ars | 33 | |
은행창구 | 30 | |
가상계좌 | 27 | |
기타 | 26 | |
자동화기기 | 25 | |
인터넷지로 | 24 | |
지자체방문 | 24 | |
위택스 | 23 | |
자동이체 | 12 | 5.2% |
페이사납부 | 6 | 2.6% |
납부매체전자고지여부
Boolean
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 0.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 362.0 B |
False | |
---|---|
True |
Value | Count | Frequency (%) |
False | 124 | |
True | 106 |
납부건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 186 |
---|---|
Distinct (%) | 80.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4478.2826 |
Minimum | 1 |
---|---|
Maximum | 46109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.2 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 20.5 |
median | 636 |
Q3 | 4422.5 |
95-th percentile | 22056.4 |
Maximum | 46109 |
Range | 46108 |
Interquartile range (IQR) | 4402 |
Descriptive statistics
Standard deviation | 8487.357 |
---|---|
Coefficient of variation (CV) | 1.8952258 |
Kurtosis | 7.7387087 |
Mean | 4478.2826 |
Median Absolute Deviation (MAD) | 632 |
Skewness | 2.721692 |
Sum | 1030005 |
Variance | 72035228 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 14 | 6.1% |
4 | 8 | 3.5% |
2 | 6 | 2.6% |
9 | 4 | 1.7% |
3 | 4 | 1.7% |
8 | 3 | 1.3% |
11 | 3 | 1.3% |
19 | 3 | 1.3% |
90 | 2 | 0.9% |
6 | 2 | 0.9% |
Other values (176) | 181 |
Value | Count | Frequency (%) |
1 | 14 | |
2 | 6 | |
3 | 4 | 1.7% |
4 | 8 | |
5 | 1 | 0.4% |
6 | 2 | 0.9% |
7 | 1 | 0.4% |
8 | 3 | 1.3% |
9 | 4 | 1.7% |
10 | 2 | 0.9% |
Value | Count | Frequency (%) |
46109 | 1 | |
44039 | 1 | |
39756 | 1 | |
37221 | 1 | |
34761 | 1 | |
34580 | 1 | |
32514 | 1 | |
31762 | 1 | |
31304 | 1 | |
25204 | 1 |
납부금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 230 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.7050043 × 109 |
Minimum | 70 |
---|---|
Maximum | 1.5680864 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.2 KiB |
Quantile statistics
Minimum | 70 |
---|---|
5-th percentile | 39801 |
Q1 | 6331655 |
median | 1.2367123 × 108 |
Q3 | 1.2775812 × 109 |
95-th percentile | 1.1320415 × 1010 |
Maximum | 1.5680864 × 1010 |
Range | 1.5680864 × 1010 |
Interquartile range (IQR) | 1.2712496 × 109 |
Descriptive statistics
Standard deviation | 3.4599603 × 109 |
---|---|
Coefficient of variation (CV) | 2.0292971 |
Kurtosis | 5.513418 |
Mean | 1.7050043 × 109 |
Median Absolute Deviation (MAD) | 1.2360346 × 108 |
Skewness | 2.5113886 |
Sum | 3.9215099 × 1011 |
Variance | 1.1971325 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
622620 | 1 | 0.4% |
185095790 | 1 | 0.4% |
7185960 | 1 | 0.4% |
90325220 | 1 | 0.4% |
731226720 | 1 | 0.4% |
1482960 | 1 | 0.4% |
39720 | 1 | 0.4% |
320972370 | 1 | 0.4% |
504530 | 1 | 0.4% |
197345750 | 1 | 0.4% |
Other values (220) | 220 |
Value | Count | Frequency (%) |
70 | 1 | |
250 | 1 | |
1000 | 1 | |
2710 | 1 | |
3700 | 1 | |
7340 | 1 | |
7500 | 1 | |
9520 | 1 | |
10300 | 1 | |
18900 | 1 |
Value | Count | Frequency (%) |
15680864230 | 1 | |
15599450900 | 1 | |
14048101610 | 1 | |
13634731450 | 1 | |
13487825130 | 1 | |
13322427200 | 1 | |
13142528390 | 1 | |
13006558090 | 1 | |
12676981690 | 1 | |
11930201370 | 1 |
납부매체비율
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 180 |
---|---|
Distinct (%) | 78.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.17413 |
Minimum | 0 |
---|---|
Maximum | 89.63 |
Zeros | 5 |
Zeros (%) | 2.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.01 |
Q1 | 0.28 |
median | 5.285 |
Q3 | 17.715 |
95-th percentile | 43.403 |
Maximum | 89.63 |
Range | 89.63 |
Interquartile range (IQR) | 17.435 |
Descriptive statistics
Standard deviation | 16.332088 |
---|---|
Coefficient of variation (CV) | 1.3415404 |
Kurtosis | 5.449033 |
Mean | 12.17413 |
Median Absolute Deviation (MAD) | 5.265 |
Skewness | 2.0962704 |
Sum | 2800.05 |
Variance | 266.73711 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.01 | 12 | 5.2% |
0.02 | 11 | 4.8% |
0.09 | 5 | 2.2% |
0.0 | 5 | 2.2% |
0.04 | 5 | 2.2% |
0.11 | 4 | 1.7% |
0.59 | 3 | 1.3% |
0.41 | 3 | 1.3% |
0.03 | 2 | 0.9% |
3.78 | 2 | 0.9% |
Other values (170) | 178 |
Value | Count | Frequency (%) |
0.0 | 5 | |
0.01 | 12 | |
0.02 | 11 | |
0.03 | 2 | 0.9% |
0.04 | 5 | |
0.05 | 1 | 0.4% |
0.06 | 1 | 0.4% |
0.07 | 2 | 0.9% |
0.08 | 1 | 0.4% |
0.09 | 5 |
Value | Count | Frequency (%) |
89.63 | 1 | |
87.83 | 1 | |
86.44 | 1 | |
59.07 | 1 | |
58.6 | 1 | |
57.77 | 1 | |
53.76 | 1 | |
51.56 | 1 | |
50.74 | 1 | |
50.37 | 1 |
데이터기준일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
2019-12-31 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2019-12-31 |
---|---|
2nd row | 2019-12-31 |
3rd row | 2019-12-31 |
4th row | 2019-12-31 |
5th row | 2019-12-31 |
Common Values
Value | Count | Frequency (%) |
2019-12-31 | 230 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2019-12-31 | 230 |
납부년도 | 세목명 | 납부매체 | 납부매체전자고지여부 | 납부건수 | 납부금액 | 납부매체비율 | |
---|---|---|---|---|---|---|---|
납부년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
세목명 | 0.000 | 1.000 | 0.000 | 0.000 | 0.199 | 0.421 | 0.612 |
납부매체 | 0.000 | 0.000 | 1.000 | 0.993 | 0.597 | 0.528 | 0.512 |
납부매체전자고지여부 | 0.000 | 0.000 | 0.993 | 1.000 | 0.102 | 0.000 | 0.207 |
납부건수 | 0.000 | 0.199 | 0.597 | 0.102 | 1.000 | 0.876 | 0.706 |
납부금액 | 0.000 | 0.421 | 0.528 | 0.000 | 0.876 | 1.000 | 0.610 |
납부매체비율 | 0.000 | 0.612 | 0.512 | 0.207 | 0.706 | 0.610 | 1.000 |
납부매체전자고지여부 | 납부매체 | 세목명 | 납부년도 | |
---|---|---|---|---|
납부매체전자고지여부 | 1.000 | 0.907 | 0.000 | 0.000 |
납부매체 | 0.907 | 1.000 | 0.000 | 0.000 |
세목명 | 0.000 | 0.000 | 1.000 | 0.000 |
납부년도 | 0.000 | 0.000 | 0.000 | 1.000 |
납부건수 | 납부금액 | 납부매체비율 | 납부년도 | 세목명 | 납부매체 | 납부매체전자고지여부 | |
---|---|---|---|---|---|---|---|
납부건수 | 1.000 | 0.855 | 0.848 | 0.000 | 0.083 | 0.220 | 0.075 |
납부금액 | 0.855 | 1.000 | 0.682 | 0.000 | 0.189 | 0.186 | 0.000 |
납부매체비율 | 0.848 | 0.682 | 1.000 | 0.000 | 0.309 | 0.272 | 0.153 |
납부년도 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
세목명 | 0.083 | 0.189 | 0.309 | 0.000 | 1.000 | 0.000 | 0.000 |
납부매체 | 0.220 | 0.186 | 0.272 | 0.000 | 0.000 | 1.000 | 0.907 |
납부매체전자고지여부 | 0.075 | 0.000 | 0.153 | 0.000 | 0.000 | 0.907 | 1.000 |
시도명 | 시군구명 | 자치단체코드 | 납부년도 | 세목명 | 납부매체 | 납부매체전자고지여부 | 납부건수 | 납부금액 | 납부매체비율 | 데이터기준일 | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 충청남도 | 공주시 | 44150 | 2017 | 등록면허세 | ARS | N | 42 | 622620 | 1.9 | 2019-12-31 |
1 | 충청남도 | 공주시 | 44150 | 2017 | 등록면허세 | ARS | Y | 2 | 30900 | 0.09 | 2019-12-31 |
2 | 충청남도 | 공주시 | 44150 | 2017 | 자동차세 | ARS | N | 1139 | 233649340 | 51.56 | 2019-12-31 |
3 | 충청남도 | 공주시 | 44150 | 2017 | 자동차세 | ARS | Y | 9 | 961800 | 0.41 | 2019-12-31 |
4 | 충청남도 | 공주시 | 44150 | 2017 | 재산세 | ARS | N | 695 | 97097530 | 31.46 | 2019-12-31 |
5 | 충청남도 | 공주시 | 44150 | 2017 | 재산세 | ARS | Y | 9 | 448650 | 0.41 | 2019-12-31 |
6 | 충청남도 | 공주시 | 44150 | 2017 | 주민세 | ARS | N | 270 | 4101790 | 12.22 | 2019-12-31 |
7 | 충청남도 | 공주시 | 44150 | 2017 | 주민세 | ARS | Y | 13 | 184160 | 0.59 | 2019-12-31 |
8 | 충청남도 | 공주시 | 44150 | 2017 | 지방소득세 | ARS | N | 20 | 7585900 | 0.91 | 2019-12-31 |
9 | 충청남도 | 공주시 | 44150 | 2017 | 지방소득세 | ARS | Y | 1 | 87950 | 0.05 | 2019-12-31 |
시도명 | 시군구명 | 자치단체코드 | 납부년도 | 세목명 | 납부매체 | 납부매체전자고지여부 | 납부건수 | 납부금액 | 납부매체비율 | 데이터기준일 | |
---|---|---|---|---|---|---|---|---|---|---|---|
220 | 충청남도 | 공주시 | 44150 | 2019 | 재산세 | 지자체방문 | N | 590 | 179046090 | 26.9 | 2019-12-31 |
221 | 충청남도 | 공주시 | 44150 | 2019 | 주민세 | 지자체방문 | N | 277 | 10874630 | 12.63 | 2019-12-31 |
222 | 충청남도 | 공주시 | 44150 | 2019 | 지방소득세 | 지자체방문 | N | 104 | 28582100 | 4.74 | 2019-12-31 |
223 | 충청남도 | 공주시 | 44150 | 2019 | 취득세 | 지자체방문 | N | 161 | 701712640 | 7.34 | 2019-12-31 |
224 | 충청남도 | 공주시 | 44150 | 2019 | 등록면허세 | 페이사납부 | Y | 4 | 78000 | 0.59 | 2019-12-31 |
225 | 충청남도 | 공주시 | 44150 | 2019 | 자동차세 | 페이사납부 | Y | 136 | 18686900 | 20.09 | 2019-12-31 |
226 | 충청남도 | 공주시 | 44150 | 2019 | 재산세 | 페이사납부 | Y | 341 | 27048870 | 50.37 | 2019-12-31 |
227 | 충청남도 | 공주시 | 44150 | 2019 | 주민세 | 페이사납부 | Y | 191 | 2830740 | 28.21 | 2019-12-31 |
228 | 충청남도 | 공주시 | 44150 | 2019 | 지방소득세 | 페이사납부 | Y | 1 | 7340 | 0.15 | 2019-12-31 |
229 | 충청남도 | 공주시 | 44150 | 2019 | 취득세 | 페이사납부 | Y | 4 | 6493430 | 0.59 | 2019-12-31 |