Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 59 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 4.6 KiB |
Average record size in memory | 80.2 B |
Variable types
Categorical | 5 |
---|---|
Numeric | 4 |
Dataset
Description | 부산광역시해운대구_1인당지방세부담액_20211231 |
---|---|
Author | 부산광역시 해운대구 |
URL | http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15078886 |
시도명 has constant value "" | Constant |
시군구명 has constant value "" | Constant |
자치단체코드 has constant value "" | Constant |
과세건수 is highly overall correlated with 과세금액 and 2 other fields | High correlation |
과세금액 is highly overall correlated with 과세건수 and 1 other fields | High correlation |
비과세건수 is highly overall correlated with 과세건수 and 2 other fields | High correlation |
비과세금액 is highly overall correlated with 비과세건수 | High correlation |
세목명 is highly overall correlated with 과세건수 | High correlation |
과세건수 has 17 (28.8%) zeros | Zeros |
과세금액 has 18 (30.5%) zeros | Zeros |
비과세건수 has 22 (37.3%) zeros | Zeros |
비과세금액 has 25 (42.4%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 17:20:51.937869 |
---|---|
Analysis finished | 2023-12-10 17:20:56.167736 |
Duration | 4.23 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 604.0 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 | 59 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
부산광역시 | 59 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 604.0 B |
해운대구 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 해운대구 |
---|---|
2nd row | 해운대구 |
3rd row | 해운대구 |
4th row | 해운대구 |
5th row | 해운대구 |
Common Values
Value | Count | Frequency (%) |
해운대구 | 59 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
해운대구 | 59 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 604.0 B |
26350 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 26350 |
---|---|
2nd row | 26350 |
3rd row | 26350 |
4th row | 26350 |
5th row | 26350 |
Common Values
Value | Count | Frequency (%) |
26350 | 59 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
26350 | 59 |
과세년도
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 8.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 604.0 B |
2020 | |
---|---|
2021 | |
2017 | |
2019 | |
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 (%) |
2020 | 13 | |
2021 | 13 | |
2017 | 12 | |
2019 | 12 | |
2018 | 9 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020 | 13 | |
2021 | 13 | |
2017 | 12 | |
2019 | 12 | |
2018 | 9 |
세목명
Categorical
HIGH CORRELATION
 
Distinct | 13 |
---|---|
Distinct (%) | 22.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 604.0 B |
취득세 | |
---|---|
주민세 | |
재산세 | |
자동차세 | |
등록면허세 | |
Other values (8) |
Length
Max length | 7 |
---|---|
Median length | 5 |
Mean length | 4.1694915 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 취득세 |
---|---|
2nd row | 주민세 |
3rd row | 재산세 |
4th row | 자동차세 |
5th row | 레저세 |
Common Values
Value | Count | Frequency (%) |
취득세 | 5 | |
주민세 | 5 | |
재산세 | 5 | |
자동차세 | 5 | |
등록면허세 | 5 | |
지역자원시설세 | 5 | |
지방소득세 | 5 | |
교육세 | 5 | |
레저세 | 4 | 6.8% |
담배소비세 | 4 | 6.8% |
Other values (3) | 11 |
Length
Value | Count | Frequency (%) |
취득세 | 5 | |
주민세 | 5 | |
재산세 | 5 | |
자동차세 | 5 | |
등록면허세 | 5 | |
지역자원시설세 | 5 | |
지방소득세 | 5 | |
교육세 | 5 | |
레저세 | 4 | 6.8% |
담배소비세 | 4 | 6.8% |
Other values (3) | 11 |
과세건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 42 |
---|---|
Distinct (%) | 71.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 183515.14 |
Minimum | 0 |
---|---|
Maximum | 919855 |
Zeros | 17 |
Zeros (%) | 28.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 663.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 128761 |
Q3 | 251021.5 |
95-th percentile | 859433.2 |
Maximum | 919855 |
Range | 919855 |
Interquartile range (IQR) | 251021.5 |
Descriptive statistics
Standard deviation | 241209.73 |
---|---|
Coefficient of variation (CV) | 1.314386 |
Kurtosis | 3.7228003 |
Mean | 183515.14 |
Median Absolute Deviation (MAD) | 128757 |
Skewness | 2.00732 |
Sum | 10827393 |
Variance | 5.8182133 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 17 | |
4 | 2 | 3.4% |
21414 | 1 | 1.7% |
144298 | 1 | 1.7% |
866095 | 1 | 1.7% |
30687 | 1 | 1.7% |
175051 | 1 | 1.7% |
260861 | 1 | 1.7% |
251221 | 1 | 1.7% |
150432 | 1 | 1.7% |
Other values (32) | 32 |
Value | Count | Frequency (%) |
0 | 17 | |
4 | 2 | 3.4% |
18014 | 1 | 1.7% |
18549 | 1 | 1.7% |
21414 | 1 | 1.7% |
24399 | 1 | 1.7% |
30687 | 1 | 1.7% |
113983 | 1 | 1.7% |
118252 | 1 | 1.7% |
119382 | 1 | 1.7% |
Value | Count | Frequency (%) |
919855 | 1 | |
902192 | 1 | |
866095 | 1 | |
858693 | 1 | |
857272 | 1 | |
336026 | 1 | |
333187 | 1 | |
323196 | 1 | |
308519 | 1 | |
300400 | 1 |
과세금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 42 |
---|---|
Distinct (%) | 71.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.8895028 × 1010 |
Minimum | 0 |
---|---|
Maximum | 4.1303 × 1011 |
Zeros | 18 |
Zeros (%) | 30.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 663.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 1.7937813 × 1010 |
Q3 | 7.6122843 × 1010 |
95-th percentile | 1.458065 × 1011 |
Maximum | 4.1303 × 1011 |
Range | 4.1303 × 1011 |
Interquartile range (IQR) | 7.6122843 × 1010 |
Descriptive statistics
Standard deviation | 7.4002386 × 1010 |
---|---|
Coefficient of variation (CV) | 1.5134951 |
Kurtosis | 9.9187415 |
Mean | 4.8895028 × 1010 |
Median Absolute Deviation (MAD) | 1.7937813 × 1010 |
Skewness | 2.7251079 |
Sum | 2.8848067 × 1012 |
Variance | 5.4763532 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 18 | |
144652000000 | 1 | 1.7% |
66602836000 | 1 | 1.7% |
37017918000 | 1 | 1.7% |
413030000000 | 1 | 1.7% |
10382138000 | 1 | 1.7% |
117074000000 | 1 | 1.7% |
33951687000 | 1 | 1.7% |
23799908000 | 1 | 1.7% |
17937813000 | 1 | 1.7% |
Other values (32) | 32 |
Value | Count | Frequency (%) |
0 | 18 | |
2382596000 | 1 | 1.7% |
8975520000 | 1 | 1.7% |
9573594000 | 1 | 1.7% |
10382138000 | 1 | 1.7% |
10463821000 | 1 | 1.7% |
10672476000 | 1 | 1.7% |
13223527000 | 1 | 1.7% |
13780335000 | 1 | 1.7% |
15641788000 | 1 | 1.7% |
Value | Count | Frequency (%) |
413030000000 | 1 | |
267823000000 | 1 | |
156197000000 | 1 | |
144652000000 | 1 | |
141427000000 | 1 | |
130688000000 | 1 | |
128547000000 | 1 | |
126878000000 | 1 | |
121083000000 | 1 | |
117074000000 | 1 |
비과세건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 36 |
---|---|
Distinct (%) | 61.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11356.915 |
Minimum | 0 |
---|---|
Maximum | 64359 |
Zeros | 22 |
Zeros (%) | 37.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 663.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 1881 |
Q3 | 14702 |
95-th percentile | 49667 |
Maximum | 64359 |
Range | 64359 |
Interquartile range (IQR) | 14702 |
Descriptive statistics
Standard deviation | 17753.003 |
---|---|
Coefficient of variation (CV) | 1.5631888 |
Kurtosis | 1.7439099 |
Mean | 11356.915 |
Median Absolute Deviation (MAD) | 1881 |
Skewness | 1.6954733 |
Sum | 670058 |
Variance | 3.1516911 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 22 | |
9 | 2 | 3.4% |
1 | 2 | 3.4% |
13540 | 1 | 1.7% |
2079 | 1 | 1.7% |
15094 | 1 | 1.7% |
14455 | 1 | 1.7% |
60254 | 1 | 1.7% |
47764 | 1 | 1.7% |
6631 | 1 | 1.7% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
0 | 22 | |
1 | 2 | 3.4% |
2 | 1 | 1.7% |
5 | 1 | 1.7% |
7 | 1 | 1.7% |
9 | 2 | 3.4% |
1881 | 1 | 1.7% |
2079 | 1 | 1.7% |
2254 | 1 | 1.7% |
3037 | 1 | 1.7% |
Value | Count | Frequency (%) |
64359 | 1 | |
60254 | 1 | |
53708 | 1 | |
49218 | 1 | |
47764 | 1 | |
47593 | 1 | |
44922 | 1 | |
41776 | 1 | |
37487 | 1 | |
21755 | 1 |
비과세금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 35 |
---|---|
Distinct (%) | 59.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.1074391 × 109 |
Minimum | 0 |
---|---|
Maximum | 5.4181463 × 1010 |
Zeros | 25 |
Zeros (%) | 42.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 663.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 2.97973 × 108 |
Q3 | 1.9994035 × 109 |
95-th percentile | 4.071225 × 1010 |
Maximum | 5.4181463 × 1010 |
Range | 5.4181463 × 1010 |
Interquartile range (IQR) | 1.9994035 × 109 |
Descriptive statistics
Standard deviation | 1.3479606 × 1010 |
---|---|
Coefficient of variation (CV) | 2.2070799 |
Kurtosis | 4.5716209 |
Mean | 6.1074391 × 109 |
Median Absolute Deviation (MAD) | 2.97973 × 108 |
Skewness | 2.3663864 |
Sum | 3.603389 × 1011 |
Variance | 1.8169978 × 1020 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 25 | |
22254713000 | 1 | 1.7% |
977891000 | 1 | 1.7% |
16919248000 | 1 | 1.7% |
3091830000 | 1 | 1.7% |
1006573000 | 1 | 1.7% |
48253426000 | 1 | 1.7% |
1926891000 | 1 | 1.7% |
301035000 | 1 | 1.7% |
19695467000 | 1 | 1.7% |
Other values (25) | 25 |
Value | Count | Frequency (%) |
0 | 25 | |
1000 | 1 | 1.7% |
683000 | 1 | 1.7% |
14273000 | 1 | 1.7% |
273017000 | 1 | 1.7% |
297973000 | 1 | 1.7% |
301035000 | 1 | 1.7% |
303944000 | 1 | 1.7% |
400394000 | 1 | 1.7% |
961889000 | 1 | 1.7% |
Value | Count | Frequency (%) |
54181463000 | 1 | |
48253426000 | 1 | |
44687492000 | 1 | |
40270556000 | 1 | |
35664000000 | 1 | |
28582176000 | 1 | |
23533099000 | 1 | |
22254713000 | 1 | |
19695467000 | 1 | |
16919248000 | 1 |
과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|
과세년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
세목명 | 0.000 | 1.000 | 1.000 | 0.740 | 0.746 | 0.597 |
과세건수 | 0.000 | 1.000 | 1.000 | 0.414 | 0.633 | 0.272 |
과세금액 | 0.000 | 0.740 | 0.414 | 1.000 | 0.122 | 0.793 |
비과세건수 | 0.000 | 0.746 | 0.633 | 0.122 | 1.000 | 0.741 |
비과세금액 | 0.000 | 0.597 | 0.272 | 0.793 | 0.741 | 1.000 |
세목명 | 과세년도 | |
---|---|---|
세목명 | 1.000 | 0.000 |
과세년도 | 0.000 | 1.000 |
과세건수 | 과세금액 | 비과세건수 | 비과세금액 | 과세년도 | 세목명 | |
---|---|---|---|---|---|---|
과세건수 | 1.000 | 0.596 | 0.573 | 0.398 | 0.000 | 0.923 |
과세금액 | 0.596 | 1.000 | 0.506 | 0.481 | 0.000 | 0.448 |
비과세건수 | 0.573 | 0.506 | 1.000 | 0.924 | 0.000 | 0.420 |
비과세금액 | 0.398 | 0.481 | 0.924 | 1.000 | 0.000 | 0.299 |
과세년도 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
세목명 | 0.923 | 0.448 | 0.420 | 0.299 | 0.000 | 1.000 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|---|---|---|
0 | 부산광역시 | 해운대구 | 26350 | 2017 | 취득세 | 21414 | 144652000000 | 13540 | 22254713000 |
1 | 부산광역시 | 해운대구 | 26350 | 2017 | 주민세 | 172930 | 8975520000 | 11193 | 1429547000 |
2 | 부산광역시 | 해운대구 | 26350 | 2017 | 재산세 | 237910 | 85642850000 | 18962 | 35664000000 |
3 | 부산광역시 | 해운대구 | 26350 | 2017 | 자동차세 | 252596 | 33252280000 | 37487 | 2071916000 |
4 | 부산광역시 | 해운대구 | 26350 | 2017 | 레저세 | 0 | 0 | 0 | 0 |
5 | 부산광역시 | 해운대구 | 26350 | 2017 | 담배소비세 | 0 | 0 | 0 | 0 |
6 | 부산광역시 | 해운대구 | 26350 | 2017 | 지방소비세 | 0 | 0 | 0 | 0 |
7 | 부산광역시 | 해운대구 | 26350 | 2017 | 등록면허세 | 119382 | 13223527000 | 3037 | 303944000 |
8 | 부산광역시 | 해운대구 | 26350 | 2017 | 도시계획세 | 0 | 0 | 0 | 0 |
9 | 부산광역시 | 해운대구 | 26350 | 2017 | 지역자원시설세 | 300400 | 15641788000 | 7833 | 1026445000 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|---|---|---|
49 | 부산광역시 | 해운대구 | 26350 | 2021 | 재산세 | 267080 | 130688000000 | 64359 | 54181463000 |
50 | 부산광역시 | 해운대구 | 26350 | 2021 | 자동차세 | 249159 | 34414180000 | 49218 | 2116754000 |
51 | 부산광역시 | 해운대구 | 26350 | 2021 | 레저세 | 0 | 0 | 0 | 0 |
52 | 부산광역시 | 해운대구 | 26350 | 2021 | 담배소비세 | 0 | 0 | 0 | 0 |
53 | 부산광역시 | 해운대구 | 26350 | 2021 | 지방소비세 | 4 | 2382596000 | 0 | 0 |
54 | 부산광역시 | 해운대구 | 26350 | 2021 | 등록면허세 | 128761 | 18297083000 | 8480 | 400394000 |
55 | 부산광역시 | 해운대구 | 26350 | 2021 | 도시계획세 | 0 | 0 | 0 | 0 |
56 | 부산광역시 | 해운대구 | 26350 | 2021 | 지역자원시설세 | 336026 | 18273143000 | 2254 | 977038000 |
57 | 부산광역시 | 해운대구 | 26350 | 2021 | 지방소득세 | 165824 | 156197000000 | 0 | 0 |
58 | 부산광역시 | 해운대구 | 26350 | 2021 | 교육세 | 902192 | 53816039000 | 5 | 0 |