Dataset statistics
Number of variables | 10 |
---|---|
Number of observations | 23 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.1 KiB |
Average record size in memory | 91.7 B |
Variable types
Categorical | 6 |
---|---|
Numeric | 4 |
Dataset
Description | 인천광역시 중구에서 부과되는 지방세 비과/감면에 대한 데이터로 과세년도, 비과세금액, 감면금액, 감면율 등을 제공합니다. |
---|---|
Author | 인천광역시 중구 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15079322&srcSe=7661IVAWM27C61E190 |
시도명 has constant value "" | Constant |
시군구명 has constant value "" | Constant |
자치단체코드 has constant value "" | Constant |
데이터기준일 has constant value "" | Constant |
비과세금액 is highly overall correlated with 감면금액 and 3 other fields | High correlation |
감면금액 is highly overall correlated with 비과세금액 and 3 other fields | High correlation |
부과금액 is highly overall correlated with 비과세금액 and 2 other fields | High correlation |
비과세감면율 is highly overall correlated with 비과세금액 and 2 other fields | High correlation |
세목명 is highly overall correlated with 비과세금액 and 3 other fields | High correlation |
감면금액 has unique values | Unique |
비과세금액 has 7 (30.4%) zeros | Zeros |
부과금액 has 2 (8.7%) zeros | Zeros |
비과세감면율 has 4 (17.4%) zeros | Zeros |
Reproduction
Analysis started | 2024-01-28 12:14:54.193239 |
---|---|
Analysis finished | 2024-01-28 12:14:55.771035 |
Duration | 1.58 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
인천광역시 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 인천광역시 |
---|---|
2nd row | 인천광역시 |
3rd row | 인천광역시 |
4th row | 인천광역시 |
5th row | 인천광역시 |
Common Values
Value | Count | Frequency (%) |
인천광역시 | 23 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
인천광역시 | 23 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
중구 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 중구 |
---|---|
2nd row | 중구 |
3rd row | 중구 |
4th row | 중구 |
5th row | 중구 |
Common Values
Value | Count | Frequency (%) |
중구 | 23 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
중구 | 23 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
28110 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 28110 |
---|---|
2nd row | 28110 |
3rd row | 28110 |
4th row | 28110 |
5th row | 28110 |
Common Values
Value | Count | Frequency (%) |
28110 | 23 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
28110 | 23 |
세목명
Categorical
HIGH CORRELATION
 
Distinct | 8 |
---|---|
Distinct (%) | 34.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
등록세 | |
---|---|
재산세 | |
주민세 | |
취득세 | |
자동차세 | |
Other values (3) |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 3.9130435 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 등록세 |
---|---|
2nd row | 재산세 |
3rd row | 주민세 |
4th row | 취득세 |
5th row | 자동차세 |
Common Values
Value | Count | Frequency (%) |
등록세 | 3 | |
재산세 | 3 | |
주민세 | 3 | |
취득세 | 3 | |
자동차세 | 3 | |
등록면허세 | 3 | |
지역자원시설세 | 3 | |
교육세 | 2 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
등록세 | 3 | |
재산세 | 3 | |
주민세 | 3 | |
취득세 | 3 | |
자동차세 | 3 | |
등록면허세 | 3 | |
지역자원시설세 | 3 | |
교육세 | 2 |
과세년도
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 13.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
2021 | |
---|---|
2022 | |
2020 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2020 |
---|---|
2nd row | 2020 |
3rd row | 2020 |
4th row | 2020 |
5th row | 2020 |
Common Values
Value | Count | Frequency (%) |
2021 | 8 | |
2022 | 8 | |
2020 | 7 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021 | 8 | |
2022 | 8 | |
2020 | 7 |
비과세금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 17 |
---|---|
Distinct (%) | 73.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.9936942 × 109 |
Minimum | 0 |
---|---|
Maximum | 4.1845984 × 1010 |
Zeros | 7 |
Zeros (%) | 30.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 87033000 |
Q3 | 2.5961575 × 109 |
95-th percentile | 4.0135197 × 1010 |
Maximum | 4.1845984 × 1010 |
Range | 4.1845984 × 1010 |
Interquartile range (IQR) | 2.5961575 × 109 |
Descriptive statistics
Standard deviation | 1.3650706 × 1010 |
---|---|
Coefficient of variation (CV) | 2.2775112 |
Kurtosis | 3.6959568 |
Mean | 5.9936942 × 109 |
Median Absolute Deviation (MAD) | 87033000 |
Skewness | 2.2892977 |
Sum | 1.3785497 × 1011 |
Variance | 1.8634176 × 1020 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 7 | |
38337372000 | 1 | 4.3% |
627109000 | 1 | 4.3% |
36586000 | 1 | 4.3% |
96572000 | 1 | 4.3% |
5595107000 | 1 | 4.3% |
41845984000 | 1 | 4.3% |
575495000 | 1 | 4.3% |
61818000 | 1 | 4.3% |
91547000 | 1 | 4.3% |
Other values (7) | 7 |
Value | Count | Frequency (%) |
0 | 7 | |
10875000 | 1 | 4.3% |
27846000 | 1 | 4.3% |
36586000 | 1 | 4.3% |
61818000 | 1 | 4.3% |
87033000 | 1 | 4.3% |
91547000 | 1 | 4.3% |
96572000 | 1 | 4.3% |
575495000 | 1 | 4.3% |
582648000 | 1 | 4.3% |
Value | Count | Frequency (%) |
41845984000 | 1 | |
40334955000 | 1 | |
38337372000 | 1 | |
5595107000 | 1 | |
4978814000 | 1 | |
4565206000 | 1 | |
627109000 | 1 | |
582648000 | 1 | |
575495000 | 1 | |
96572000 | 1 |
감면금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.4828633 × 109 |
Minimum | 1000 |
---|---|
Maximum | 1.2217299 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 1000 |
---|---|
5-th percentile | 357400 |
Q1 | 35003000 |
median | 1.05291 × 108 |
Q3 | 3.052803 × 109 |
95-th percentile | 1.1919558 × 1010 |
Maximum | 1.2217299 × 1010 |
Range | 1.2217298 × 1010 |
Interquartile range (IQR) | 3.0178 × 109 |
Descriptive statistics
Standard deviation | 4.3175259 × 109 |
---|---|
Coefficient of variation (CV) | 1.7389302 |
Kurtosis | 0.81684793 |
Mean | 2.4828633 × 109 |
Median Absolute Deviation (MAD) | 1.01897 × 108 |
Skewness | 1.5271493 |
Sum | 5.7105855 × 1010 |
Variance | 1.864103 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3413000 | 1 | 4.3% |
5671400000 | 1 | 4.3% |
109158000 | 1 | 4.3% |
30825000 | 1 | 4.3% |
429896000 | 1 | 4.3% |
11978696000 | 1 | 4.3% |
52825000 | 1 | 4.3% |
7228879000 | 1 | 4.3% |
9081000 | 1 | 4.3% |
20000 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
1000 | 1 | |
20000 | 1 | |
3394000 | 1 | |
3413000 | 1 | |
9081000 | 1 | |
30825000 | 1 | |
39181000 | 1 | |
52825000 | 1 | |
55898000 | 1 | |
71295000 | 1 |
Value | Count | Frequency (%) |
12217299000 | 1 | |
11978696000 | 1 | |
11387312000 | 1 | |
7228879000 | 1 | |
6665820000 | 1 | |
5671400000 | 1 | |
434206000 | 1 | |
429896000 | 1 | |
429622000 | 1 | |
109158000 | 1 |
부과금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 22 |
---|---|
Distinct (%) | 95.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.5021343 × 1010 |
Minimum | 0 |
---|---|
Maximum | 2.4403146 × 1011 |
Zeros | 2 |
Zeros (%) | 8.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1911500 |
Q1 | 1.242168 × 1010 |
median | 1.8732424 × 1010 |
Q3 | 8.6035969 × 1010 |
95-th percentile | 2.1909447 × 1011 |
Maximum | 2.4403146 × 1011 |
Range | 2.4403146 × 1011 |
Interquartile range (IQR) | 7.361429 × 1010 |
Descriptive statistics
Standard deviation | 7.2752945 × 1010 |
---|---|
Coefficient of variation (CV) | 1.3222677 |
Kurtosis | 1.5839678 |
Mean | 5.5021343 × 1010 |
Median Absolute Deviation (MAD) | 9.059959 × 109 |
Skewness | 1.5982304 |
Sum | 1.2654909 × 1012 |
Variance | 5.292991 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 2 | 8.7% |
19115000 | 1 | 4.3% |
13166770000 | 1 | 4.3% |
16262713000 | 1 | 4.3% |
11998687000 | 1 | 4.3% |
13905334000 | 1 | 4.3% |
244031465000 | 1 | 4.3% |
21173359000 | 1 | 4.3% |
135711109000 | 1 | 4.3% |
48344497000 | 1 | 4.3% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
0 | 2 | |
19115000 | 1 | |
9672465000 | 1 | |
11486880000 | 1 | |
11998687000 | 1 | |
12844672000 | 1 | |
13166770000 | 1 | |
13905334000 | 1 | |
14291256000 | 1 | |
16262713000 | 1 |
Value | Count | Frequency (%) |
244031465000 | 1 | |
228359288000 | 1 | |
135711109000 | 1 | |
131082377000 | 1 | |
127771505000 | 1 | |
123727441000 | 1 | |
48344497000 | 1 | |
42731909000 | 1 | |
21173359000 | 1 | |
21068158000 | 1 |
비과세감면율
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 20 |
---|---|
Distinct (%) | 87.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.8873913 |
Minimum | 0 |
---|---|
Maximum | 37.99 |
Zeros | 4 |
Zeros (%) | 17.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.345 |
median | 3.79 |
Q3 | 7.275 |
95-th percentile | 35.988 |
Maximum | 37.99 |
Range | 37.99 |
Interquartile range (IQR) | 6.93 |
Descriptive statistics
Standard deviation | 12.041764 |
---|---|
Coefficient of variation (CV) | 1.5267106 |
Kurtosis | 2.2299204 |
Mean | 7.8873913 |
Median Absolute Deviation (MAD) | 3.54 |
Skewness | 1.8539892 |
Sum | 181.41 |
Variance | 145.00407 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 4 | 17.4% |
17.86 | 1 | 4.3% |
3.96 | 1 | 4.3% |
4.53 | 1 | 4.3% |
0.56 | 1 | 4.3% |
3.79 | 1 | 4.3% |
7.2 | 1 | 4.3% |
0.25 | 1 | 4.3% |
36.16 | 1 | 4.3% |
4.76 | 1 | 4.3% |
Other values (10) | 10 |
Value | Count | Frequency (%) |
0.0 | 4 | |
0.21 | 1 | 4.3% |
0.25 | 1 | 4.3% |
0.44 | 1 | 4.3% |
0.56 | 1 | 4.3% |
1.02 | 1 | 4.3% |
1.07 | 1 | 4.3% |
3.27 | 1 | 4.3% |
3.79 | 1 | 4.3% |
3.96 | 1 | 4.3% |
Value | Count | Frequency (%) |
37.99 | 1 | |
36.16 | 1 | |
34.44 | 1 | |
17.86 | 1 | |
12.49 | 1 | |
7.35 | 1 | |
7.2 | 1 | |
4.76 | 1 | |
4.53 | 1 | |
4.06 | 1 |
데이터기준일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
2023-08-17 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-08-17 |
---|---|
2nd row | 2023-08-17 |
3rd row | 2023-08-17 |
4th row | 2023-08-17 |
5th row | 2023-08-17 |
Common Values
Value | Count | Frequency (%) |
2023-08-17 | 23 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-08-17 | 23 |
세목명 | 과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | |
---|---|---|---|---|---|---|
세목명 | 1.000 | 0.000 | 1.000 | 0.953 | 0.991 | 0.746 |
과세년도 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
비과세금액 | 1.000 | 0.000 | 1.000 | 1.000 | 0.785 | 0.805 |
감면금액 | 0.953 | 0.000 | 1.000 | 1.000 | 0.930 | 0.681 |
부과금액 | 0.991 | 0.000 | 0.785 | 0.930 | 1.000 | 0.631 |
비과세감면율 | 0.746 | 0.000 | 0.805 | 0.681 | 0.631 | 1.000 |
세목명 | 과세년도 | |
---|---|---|
세목명 | 1.000 | 0.000 |
과세년도 | 0.000 | 1.000 |
비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | 세목명 | 과세년도 | |
---|---|---|---|---|---|---|
비과세금액 | 1.000 | 0.906 | 0.593 | 0.835 | 0.866 | 0.000 |
감면금액 | 0.906 | 1.000 | 0.586 | 0.792 | 0.635 | 0.000 |
부과금액 | 0.593 | 0.586 | 1.000 | 0.437 | 0.772 | 0.000 |
비과세감면율 | 0.835 | 0.792 | 0.437 | 1.000 | 0.523 | 0.000 |
세목명 | 0.866 | 0.635 | 0.772 | 0.523 | 1.000 | 0.000 |
과세년도 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
시도명 | 시군구명 | 자치단체코드 | 세목명 | 과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | 데이터기준일 | |
---|---|---|---|---|---|---|---|---|---|---|
0 | 인천광역시 | 중구 | 28110 | 등록세 | 2020 | 0 | 3413000 | 19115000 | 17.86 | 2023-08-17 |
1 | 인천광역시 | 중구 | 28110 | 재산세 | 2020 | 38337372000 | 5671400000 | 127771505000 | 34.44 | 2023-08-17 |
2 | 인천광역시 | 중구 | 28110 | 주민세 | 2020 | 10875000 | 71295000 | 18732424000 | 0.44 | 2023-08-17 |
3 | 인천광역시 | 중구 | 28110 | 취득세 | 2020 | 4978814000 | 11387312000 | 131082377000 | 12.49 | 2023-08-17 |
4 | 인천광역시 | 중구 | 28110 | 자동차세 | 2020 | 87033000 | 434206000 | 12844672000 | 4.06 | 2023-08-17 |
5 | 인천광역시 | 중구 | 28110 | 등록면허세 | 2020 | 27846000 | 75506000 | 9672465000 | 1.07 | 2023-08-17 |
6 | 인천광역시 | 중구 | 28110 | 지역자원시설세 | 2020 | 582648000 | 106837000 | 21068158000 | 3.27 | 2023-08-17 |
7 | 인천광역시 | 중구 | 28110 | 교육세 | 2021 | 0 | 1000 | 42731909000 | 0.0 | 2023-08-17 |
8 | 인천광역시 | 중구 | 28110 | 등록세 | 2021 | 0 | 3394000 | 0 | 0.0 | 2023-08-17 |
9 | 인천광역시 | 중구 | 28110 | 재산세 | 2021 | 40334955000 | 6665820000 | 123727441000 | 37.99 | 2023-08-17 |
시도명 | 시군구명 | 자치단체코드 | 세목명 | 과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | 데이터기준일 | |
---|---|---|---|---|---|---|---|---|---|---|
13 | 인천광역시 | 중구 | 28110 | 등록면허세 | 2021 | 61818000 | 55898000 | 11486880000 | 1.02 | 2023-08-17 |
14 | 인천광역시 | 중구 | 28110 | 지역자원시설세 | 2021 | 575495000 | 105291000 | 14291256000 | 4.76 | 2023-08-17 |
15 | 인천광역시 | 중구 | 28110 | 교육세 | 2022 | 0 | 20000 | 48344497000 | 0.0 | 2023-08-17 |
16 | 인천광역시 | 중구 | 28110 | 등록세 | 2022 | 0 | 9081000 | 0 | 0.0 | 2023-08-17 |
17 | 인천광역시 | 중구 | 28110 | 재산세 | 2022 | 41845984000 | 7228879000 | 135711109000 | 36.16 | 2023-08-17 |
18 | 인천광역시 | 중구 | 28110 | 주민세 | 2022 | 0 | 52825000 | 21173359000 | 0.25 | 2023-08-17 |
19 | 인천광역시 | 중구 | 28110 | 취득세 | 2022 | 5595107000 | 11978696000 | 244031465000 | 7.2 | 2023-08-17 |
20 | 인천광역시 | 중구 | 28110 | 자동차세 | 2022 | 96572000 | 429896000 | 13905334000 | 3.79 | 2023-08-17 |
21 | 인천광역시 | 중구 | 28110 | 등록면허세 | 2022 | 36586000 | 30825000 | 11998687000 | 0.56 | 2023-08-17 |
22 | 인천광역시 | 중구 | 28110 | 지역자원시설세 | 2022 | 627109000 | 109158000 | 16262713000 | 4.53 | 2023-08-17 |