Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 41 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.3 KiB |
Average record size in memory | 81.2 B |
Variable types
Categorical | 4 |
---|---|
Numeric | 5 |
Dataset
Description | 부산광역시 동래구 지방세 비과 및 감면율 현황(2017년~2022년)에 대한 데이터로 자치단체코드, 세목명, 과세년도, 비과세금액, 감면금액, 부과금액, 비과세감면율 등에 대한 항목을 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/15087154/fileData.do |
시도명 has constant value "" | Constant |
시군구명 has constant value "" | Constant |
자치단체코드 has constant value "" | Constant |
비과세금액 is highly overall correlated with 감면금액 and 1 other fields | High correlation |
감면금액 is highly overall correlated with 비과세금액 and 2 other fields | High correlation |
부과금액 is highly overall correlated with 감면금액 and 1 other fields | High correlation |
비과세감면율 is highly overall correlated with 비과세금액 and 2 other fields | High correlation |
세목명 is highly overall correlated with 부과금액 and 1 other fields | High correlation |
감면금액 has unique values | Unique |
부과금액 has unique values | Unique |
비과세금액 has 5 (12.2%) zeros | Zeros |
비과세감면율 has 5 (12.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 00:23:59.125514 |
---|---|
Analysis finished | 2023-12-12 00:24:01.543462 |
Duration | 2.42 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 460.0 B |
부산광역시 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 부산광역시 |
---|---|
2nd row | 부산광역시 |
3rd row | 부산광역시 |
4th row | 부산광역시 |
5th row | 부산광역시 |
Common Values
Value | Count | Frequency (%) |
부산광역시 | 41 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
부산광역시 | 41 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 460.0 B |
동래구 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 동래구 |
---|---|
2nd row | 동래구 |
3rd row | 동래구 |
4th row | 동래구 |
5th row | 동래구 |
Common Values
Value | Count | Frequency (%) |
동래구 | 41 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
동래구 | 41 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 460.0 B |
26260 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 26260 |
---|---|
2nd row | 26260 |
3rd row | 26260 |
4th row | 26260 |
5th row | 26260 |
Common Values
Value | Count | Frequency (%) |
26260 | 41 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
26260 | 41 |
세목명
Categorical
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 17.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 460.0 B |
재산세 | |
---|---|
주민세 | |
취득세 | |
자동차세 | |
등록면허세 | |
Other values (2) |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 4.0243902 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 재산세 |
---|---|
2nd row | 주민세 |
3rd row | 취득세 |
4th row | 자동차세 |
5th row | 등록면허세 |
Common Values
Value | Count | Frequency (%) |
재산세 | 6 | |
주민세 | 6 | |
취득세 | 6 | |
자동차세 | 6 | |
등록면허세 | 6 | |
지역자원시설세 | 6 | |
교육세 | 5 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
재산세 | 6 | |
주민세 | 6 | |
취득세 | 6 | |
자동차세 | 6 | |
등록면허세 | 6 | |
지역자원시설세 | 6 | |
교육세 | 5 |
과세년도
Real number (ℝ)
Distinct | 6 |
---|---|
Distinct (%) | 14.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2019.561 |
Minimum | 2017 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 501.0 B |
Quantile statistics
Minimum | 2017 |
---|---|
5-th percentile | 2017 |
Q1 | 2018 |
median | 2020 |
Q3 | 2021 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 5 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 1.7036546 |
---|---|
Coefficient of variation (CV) | 0.00084357671 |
Kurtosis | -1.2445947 |
Mean | 2019.561 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -0.02987987 |
Sum | 82802 |
Variance | 2.902439 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2018 | 7 | |
2019 | 7 | |
2020 | 7 | |
2021 | 7 | |
2022 | 7 | |
2017 | 6 |
Value | Count | Frequency (%) |
2017 | 6 | |
2018 | 7 | |
2019 | 7 | |
2020 | 7 | |
2021 | 7 | |
2022 | 7 |
Value | Count | Frequency (%) |
2022 | 7 | |
2021 | 7 | |
2020 | 7 | |
2019 | 7 | |
2018 | 7 | |
2017 | 6 |
비과세금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 37 |
---|---|
Distinct (%) | 90.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.9267554 × 109 |
Minimum | 0 |
---|---|
Maximum | 1.9026074 × 1010 |
Zeros | 5 |
Zeros (%) | 12.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 501.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 24674000 |
median | 1.82535 × 108 |
Q3 | 3.35935 × 109 |
95-th percentile | 1.5578706 × 1010 |
Maximum | 1.9026074 × 1010 |
Range | 1.9026074 × 1010 |
Interquartile range (IQR) | 3.334676 × 109 |
Descriptive statistics
Standard deviation | 5.4735044 × 109 |
---|---|
Coefficient of variation (CV) | 1.8701612 |
Kurtosis | 2.4149423 |
Mean | 2.9267554 × 109 |
Median Absolute Deviation (MAD) | 1.75596 × 108 |
Skewness | 1.9222611 |
Sum | 1.1999697 × 1011 |
Variance | 2.995925 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 5 | 12.2% |
11524085000 | 1 | 2.4% |
5038000 | 1 | 2.4% |
182535000 | 1 | 2.4% |
6818000 | 1 | 2.4% |
216391000 | 1 | 2.4% |
17395971000 | 1 | 2.4% |
65056000 | 1 | 2.4% |
3359350000 | 1 | 2.4% |
172039000 | 1 | 2.4% |
Other values (27) | 27 |
Value | Count | Frequency (%) |
0 | 5 | |
5038000 | 1 | 2.4% |
6225000 | 1 | 2.4% |
6818000 | 1 | 2.4% |
6939000 | 1 | 2.4% |
9405000 | 1 | 2.4% |
24674000 | 1 | 2.4% |
64443000 | 1 | 2.4% |
65056000 | 1 | 2.4% |
87730000 | 1 | 2.4% |
Value | Count | Frequency (%) |
19026074000 | 1 | |
17395971000 | 1 | |
15578706000 | 1 | |
14733325000 | 1 | |
13202540000 | 1 | |
11524085000 | 1 | |
6335350000 | 1 | |
5126286000 | 1 | |
4524592000 | 1 | |
3433795000 | 1 |
감면금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 41 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.9400782 × 109 |
Minimum | 1000 |
---|---|
Maximum | 3.0503164 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 501.0 B |
Quantile statistics
Minimum | 1000 |
---|---|
5-th percentile | 3000 |
Q1 | 1.0766 × 108 |
median | 1.93684 × 108 |
Q3 | 2.611195 × 109 |
95-th percentile | 1.5990639 × 1010 |
Maximum | 3.0503164 × 1010 |
Range | 3.0503163 × 1010 |
Interquartile range (IQR) | 2.503535 × 109 |
Descriptive statistics
Standard deviation | 6.4429083 × 109 |
---|---|
Coefficient of variation (CV) | 2.1914071 |
Kurtosis | 10.035207 |
Mean | 2.9400782 × 109 |
Median Absolute Deviation (MAD) | 1.93681 × 108 |
Skewness | 3.1303288 |
Sum | 1.2054321 × 1011 |
Variance | 4.1511067 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2329254000 | 1 | 2.4% |
923096000 | 1 | 2.4% |
11542350000 | 1 | 2.4% |
946827000 | 1 | 2.4% |
66610000 | 1 | 2.4% |
128679000 | 1 | 2.4% |
4000 | 1 | 2.4% |
3269569000 | 1 | 2.4% |
144528000 | 1 | 2.4% |
7246184000 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
1000 | 1 | |
2000 | 1 | |
3000 | 1 | |
4000 | 1 | |
7000 | 1 | |
34533000 | 1 | |
66610000 | 1 | |
76069000 | 1 | |
82827000 | 1 | |
104264000 | 1 |
Value | Count | Frequency (%) |
30503164000 | 1 | |
23354909000 | 1 | |
15990639000 | 1 | |
11542350000 | 1 | |
7246184000 | 1 | |
6347969000 | 1 | |
3388152000 | 1 | |
3269569000 | 1 | |
2973136000 | 1 | |
2856569000 | 1 |
부과금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 41 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.7788041 × 1010 |
Minimum | 4.43171 × 109 |
---|---|
Maximum | 1.1608308 × 1011 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 501.0 B |
Quantile statistics
Minimum | 4.43171 × 109 |
---|---|
5-th percentile | 4.717851 × 109 |
Q1 | 5.480137 × 109 |
median | 1.8451139 × 1010 |
Q3 | 4.2334885 × 1010 |
95-th percentile | 9.7431022 × 1010 |
Maximum | 1.1608308 × 1011 |
Range | 1.1165137 × 1011 |
Interquartile range (IQR) | 3.6854748 × 1010 |
Descriptive statistics
Standard deviation | 2.9882307 × 1010 |
---|---|
Coefficient of variation (CV) | 1.0753658 |
Kurtosis | 1.4137824 |
Mean | 2.7788041 × 1010 |
Median Absolute Deviation (MAD) | 1.3125392 × 1010 |
Skewness | 1.4896513 |
Sum | 1.1393097 × 1012 |
Variance | 8.929523 × 1020 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37892051000 | 1 | 2.4% |
19720835000 | 1 | 2.4% |
97431022000 | 1 | 2.4% |
19301372000 | 1 | 2.4% |
9568423000 | 1 | 2.4% |
5325747000 | 1 | 2.4% |
21947040000 | 1 | 2.4% |
54106717000 | 1 | 2.4% |
5141894000 | 1 | 2.4% |
97974242000 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
4431710000 | 1 | |
4554473000 | 1 | |
4717851000 | 1 | |
4751779000 | 1 | |
4968850000 | 1 | |
5023859000 | 1 | |
5141894000 | 1 | |
5204641000 | 1 | |
5325747000 | 1 | |
5451571000 | 1 |
Value | Count | Frequency (%) |
116083082000 | 1 | |
97974242000 | 1 | |
97431022000 | 1 | |
82808130000 | 1 | |
63778148000 | 1 | |
63580434000 | 1 | |
61828398000 | 1 | |
54106717000 | 1 | |
51019335000 | 1 | |
47020094000 | 1 |
비과세감면율
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 36 |
---|---|
Distinct (%) | 87.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.720244 |
Minimum | 0 |
---|---|
Maximum | 38.19 |
Zeros | 5 |
Zeros (%) | 12.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 501.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.78 |
median | 6.19 |
Q3 | 15.37 |
95-th percentile | 37.35 |
Maximum | 38.19 |
Range | 38.19 |
Interquartile range (IQR) | 13.59 |
Descriptive statistics
Standard deviation | 13.210074 |
---|---|
Coefficient of variation (CV) | 1.127116 |
Kurtosis | -0.29039527 |
Mean | 11.720244 |
Median Absolute Deviation (MAD) | 4.63 |
Skewness | 1.16238 |
Sum | 480.53 |
Variance | 174.50605 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 5 | 12.2% |
6.19 | 2 | 4.9% |
36.56 | 1 | 2.4% |
5.85 | 1 | 2.4% |
0.77 | 1 | 2.4% |
6.48 | 1 | 2.4% |
38.19 | 1 | 2.4% |
4.08 | 1 | 2.4% |
10.82 | 1 | 2.4% |
5.55 | 1 | 2.4% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
0.0 | 5 | |
0.65 | 1 | 2.4% |
0.77 | 1 | 2.4% |
1.2 | 1 | 2.4% |
1.53 | 1 | 2.4% |
1.59 | 1 | 2.4% |
1.78 | 1 | 2.4% |
3.86 | 1 | 2.4% |
4.08 | 1 | 2.4% |
5.45 | 1 | 2.4% |
Value | Count | Frequency (%) |
38.19 | 1 | |
37.41 | 1 | |
37.35 | 1 | |
36.56 | 1 | |
36.36 | 1 | |
35.14 | 1 | |
32.27 | 1 | |
31.73 | 1 | |
31.53 | 1 | |
18.56 | 1 |
세목명 | 과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | |
---|---|---|---|---|---|---|
세목명 | 1.000 | 0.000 | 0.672 | 0.652 | 0.786 | 0.865 |
과세년도 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
비과세금액 | 0.672 | 0.000 | 1.000 | 0.877 | 0.925 | 0.757 |
감면금액 | 0.652 | 0.000 | 0.877 | 1.000 | 0.871 | 0.759 |
부과금액 | 0.786 | 0.000 | 0.925 | 0.871 | 1.000 | 0.808 |
비과세감면율 | 0.865 | 0.000 | 0.757 | 0.759 | 0.808 | 1.000 |
과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | 세목명 | |
---|---|---|---|---|---|---|
과세년도 | 1.000 | -0.013 | -0.059 | 0.221 | -0.210 | 0.000 |
비과세금액 | -0.013 | 1.000 | 0.841 | 0.461 | 0.940 | 0.432 |
감면금액 | -0.059 | 0.841 | 1.000 | 0.572 | 0.859 | 0.278 |
부과금액 | 0.221 | 0.461 | 0.572 | 1.000 | 0.365 | 0.556 |
비과세감면율 | -0.210 | 0.940 | 0.859 | 0.365 | 1.000 | 0.722 |
세목명 | 0.000 | 0.432 | 0.278 | 0.556 | 0.722 | 1.000 |
시도명 | 시군구명 | 자치단체코드 | 세목명 | 과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | |
---|---|---|---|---|---|---|---|---|---|
0 | 부산광역시 | 동래구 | 26260 | 재산세 | 2017 | 11524085000 | 2329254000 | 37892051000 | 36.56 |
1 | 부산광역시 | 동래구 | 26260 | 주민세 | 2017 | 126250000 | 191340000 | 4431710000 | 7.17 |
2 | 부산광역시 | 동래구 | 26260 | 취득세 | 2017 | 4524592000 | 15990639000 | 63580434000 | 32.27 |
3 | 부산광역시 | 동래구 | 26260 | 자동차세 | 2017 | 158774000 | 997721000 | 18329554000 | 6.31 |
4 | 부산광역시 | 동래구 | 26260 | 등록면허세 | 2017 | 6225000 | 34533000 | 6240255000 | 0.65 |
5 | 부산광역시 | 동래구 | 26260 | 지역자원시설세 | 2017 | 203420000 | 176091000 | 4554473000 | 8.33 |
6 | 부산광역시 | 동래구 | 26260 | 교육세 | 2018 | 0 | 1000 | 16996195000 | 0.0 |
7 | 부산광역시 | 동래구 | 26260 | 재산세 | 2018 | 13202540000 | 2611195000 | 42334885000 | 37.35 |
8 | 부산광역시 | 동래구 | 26260 | 주민세 | 2018 | 125834000 | 193684000 | 4717851000 | 6.77 |
9 | 부산광역시 | 동래구 | 26260 | 취득세 | 2018 | 5126286000 | 6347969000 | 61828398000 | 18.56 |
시도명 | 시군구명 | 자치단체코드 | 세목명 | 과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | |
---|---|---|---|---|---|---|---|---|---|
31 | 부산광역시 | 동래구 | 26260 | 자동차세 | 2021 | 172039000 | 923096000 | 19720835000 | 5.55 |
32 | 부산광역시 | 동래구 | 26260 | 등록면허세 | 2021 | 5038000 | 104264000 | 7141827000 | 1.53 |
33 | 부산광역시 | 동래구 | 26260 | 지역자원시설세 | 2021 | 213866000 | 125213000 | 5480137000 | 6.19 |
34 | 부산광역시 | 동래구 | 26260 | 교육세 | 2022 | 0 | 7000 | 24454761000 | 0.0 |
35 | 부산광역시 | 동래구 | 26260 | 재산세 | 2022 | 19026074000 | 3388152000 | 63778148000 | 35.14 |
36 | 부산광역시 | 동래구 | 26260 | 주민세 | 2022 | 64443000 | 146154000 | 5451571000 | 3.86 |
37 | 부산광역시 | 동래구 | 26260 | 취득세 | 2022 | 6335350000 | 30503164000 | 116083082000 | 31.73 |
38 | 부산광역시 | 동래구 | 26260 | 자동차세 | 2022 | 201645000 | 920863000 | 19985618000 | 5.62 |
39 | 부산광역시 | 동래구 | 26260 | 등록면허세 | 2022 | 9405000 | 107660000 | 7383827000 | 1.59 |
40 | 부산광역시 | 동래구 | 26260 | 지역자원시설세 | 2022 | 219751000 | 135081000 | 5737429000 | 6.18 |