Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 34 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.7 KiB |
Average record size in memory | 81.9 B |
Variable types
Categorical | 5 |
---|---|
Numeric | 4 |
Dataset
Description | 부산광역시해운대구_지방세비과감면율현황_20211231 |
---|---|
Author | 부산광역시 해운대구 |
URL | http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15078931 |
시도명 has constant value "" | Constant |
시군구명 has constant value "" | Constant |
자치단체코드 has constant value "" | Constant |
비과세금액 is highly overall correlated with 감면금액 and 2 other fields | High correlation |
감면금액 is highly overall correlated with 비과세금액 and 2 other fields | High correlation |
부과금액 is highly overall correlated with 비과세금액 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 비과세감면율 | High correlation |
감면금액 has unique values | Unique |
비과세금액 has 4 (11.8%) zeros | Zeros |
부과금액 has 2 (5.9%) zeros | Zeros |
비과세감면율 has 3 (8.8%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 16:15:52.236462 |
---|---|
Analysis finished | 2023-12-10 16:15:55.377756 |
Duration | 3.14 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 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 | 34 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
부산광역시 | 34 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 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 | 34 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
해운대구 | 34 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 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 | 34 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
26350 | 34 |
세목명
Categorical
HIGH CORRELATION
 
Distinct | 8 |
---|---|
Distinct (%) | 23.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 B |
재산세 | |
---|---|
주민세 | |
취득세 | |
자동차세 | |
등록면허세 | |
Other values (3) |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 4.0294118 |
Min length | 3 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 2.9% |
Sample
1st row | 재산세 |
---|---|
2nd row | 주민세 |
3rd row | 취득세 |
4th row | 자동차세 |
5th row | 등록면허세 |
Common Values
Value | Count | Frequency (%) |
재산세 | 5 | |
주민세 | 5 | |
취득세 | 5 | |
자동차세 | 5 | |
등록면허세 | 5 | |
지역자원시설세 | 5 | |
등록세 | 3 | |
교육세 | 1 | 2.9% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
재산세 | 5 | |
주민세 | 5 | |
취득세 | 5 | |
자동차세 | 5 | |
등록면허세 | 5 | |
지역자원시설세 | 5 | |
등록세 | 3 | |
교육세 | 1 | 2.9% |
과세년도
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 14.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 B |
2018 | |
---|---|
2019 | |
2020 | |
2021 | |
2017 |
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 (%) |
2018 | 7 | |
2019 | 7 | |
2020 | 7 | |
2021 | 7 | |
2017 | 6 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2018 | 7 | |
2019 | 7 | |
2020 | 7 | |
2021 | 7 | |
2017 | 6 |
비과세금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 31 |
---|---|
Distinct (%) | 91.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.8473091 × 109 |
Minimum | 0 |
---|---|
Maximum | 4.8673632 × 1010 |
Zeros | 4 |
Zeros (%) | 11.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.3806512 × 108 |
median | 6.476295 × 108 |
Q3 | 3.5124056 × 109 |
95-th percentile | 4.0550912 × 1010 |
Maximum | 4.8673632 × 1010 |
Range | 4.8673632 × 1010 |
Interquartile range (IQR) | 3.3743405 × 109 |
Descriptive statistics
Standard deviation | 1.4045537 × 1010 |
---|---|
Coefficient of variation (CV) | 2.0512491 |
Kurtosis | 3.165213 |
Mean | 6.8473091 × 109 |
Median Absolute Deviation (MAD) | 5.43464 × 108 |
Skewness | 2.1450299 |
Sum | 2.3280851 × 1011 |
Variance | 1.9727711 × 1020 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4 | 11.8% |
30820057000 | 1 | 2.9% |
110724000 | 1 | 2.9% |
756477000 | 1 | 2.9% |
170434000 | 1 | 2.9% |
509398000 | 1 | 2.9% |
4775493000 | 1 | 2.9% |
564901000 | 1 | 2.9% |
48673632000 | 1 | 2.9% |
860360 | 1 | 2.9% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
0 | 4 | |
860360 | 1 | 2.9% |
89895000 | 1 | 2.9% |
97607000 | 1 | 2.9% |
110724000 | 1 | 2.9% |
127275500 | 1 | 2.9% |
170434000 | 1 | 2.9% |
228082000 | 1 | 2.9% |
231980670 | 1 | 2.9% |
502331000 | 1 | 2.9% |
Value | Count | Frequency (%) |
48673632000 | 1 | |
43530476240 | 1 | |
38946532000 | 1 | |
34781002000 | 1 | |
30820057000 | 1 | |
7564455000 | 1 | |
7324096000 | 1 | |
4775493000 | 1 | |
3582472160 | 1 | |
3302206000 | 1 |
감면금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.7508939 × 109 |
Minimum | 1000 |
---|---|
Maximum | 2.527997 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 1000 |
---|---|
5-th percentile | 820436 |
Q1 | 2.1936175 × 108 |
median | 5.14662 × 108 |
Q3 | 5.3281512 × 109 |
95-th percentile | 1.5293926 × 1010 |
Maximum | 2.527997 × 1010 |
Range | 2.5279969 × 1010 |
Interquartile range (IQR) | 5.1087895 × 109 |
Descriptive statistics
Standard deviation | 6.0636946 × 109 |
---|---|
Coefficient of variation (CV) | 1.6165999 |
Kurtosis | 4.2258449 |
Mean | 3.7508939 × 109 |
Median Absolute Deviation (MAD) | 5.1432 × 108 |
Skewness | 2.1192971 |
Sum | 1.2753039 × 1011 |
Variance | 3.6768393 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4843943000 | 1 | 2.9% |
894440 | 1 | 2.9% |
3091830130 | 1 | 2.9% |
5699090780 | 1 | 2.9% |
416820810 | 1 | 2.9% |
13336779890 | 1 | 2.9% |
1694908080 | 1 | 2.9% |
173753050 | 1 | 2.9% |
683000 | 1 | 2.9% |
162293000 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
1000 | 1 | |
683000 | 1 | |
894440 | 1 | |
14273000 | 1 | |
162293000 | 1 | |
173753050 | 1 | |
200366000 | 1 | |
214049000 | 1 | |
218962000 | 1 | |
220561000 | 1 |
Value | Count | Frequency (%) |
25279970000 | 1 | |
15968644000 | 1 | |
14930617000 | 1 | |
14919974000 | 1 | |
13336779890 | 1 | |
5740960000 | 1 | |
5699090780 | 1 | |
5507831000 | 1 | |
5489554000 | 1 | |
4843943000 | 1 |
부과금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 33 |
---|---|
Distinct (%) | 97.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.2081409 × 1010 |
Minimum | 0 |
---|---|
Maximum | 4.46342 × 1011 |
Zeros | 2 |
Zeros (%) | 5.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 45564558 |
Q1 | 1.1658729 × 1010 |
median | 2.5528242 × 1010 |
Q3 | 9.2451022 × 1010 |
95-th percentile | 1.9090655 × 1011 |
Maximum | 4.46342 × 1011 |
Range | 4.46342 × 1011 |
Interquartile range (IQR) | 8.0792293 × 1010 |
Descriptive statistics
Standard deviation | 9.0658851 × 1010 |
---|---|
Coefficient of variation (CV) | 1.4603221 |
Kurtosis | 9.5643061 |
Mean | 6.2081409 × 1010 |
Median Absolute Deviation (MAD) | 1.5509535 × 1010 |
Skewness | 2.8157552 |
Sum | 2.1107679 × 1012 |
Variance | 8.2190273 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 2 | 5.9% |
85642850000 | 1 | 2.9% |
70099320 | 1 | 2.9% |
3760258990 | 1 | 2.9% |
149490000000 | 1 | 2.9% |
11137129760 | 1 | 2.9% |
446342000000 | 1 | 2.9% |
43899714980 | 1 | 2.9% |
28039494740 | 1 | 2.9% |
130688000000 | 1 | 2.9% |
Other values (23) | 23 |
Value | Count | Frequency (%) |
0 | 2 | |
70099320 | 1 | |
3760258990 | 1 | |
8975520000 | 1 | |
9573594000 | 1 | |
10463821000 | 1 | |
10672476000 | 1 | |
11137129760 | 1 | |
13223527000 | 1 | |
13780335000 | 1 |
Value | Count | Frequency (%) |
446342000000 | 1 | |
267823000000 | 1 | |
149490000000 | 1 | |
144652000000 | 1 | |
130688000000 | 1 | |
128547000000 | 1 | |
126878000000 | 1 | |
102612000000 | 1 | |
94720413000 | 1 | |
85642850000 | 1 |
비과세감면율
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 32 |
---|---|
Distinct (%) | 94.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14.100294 |
Minimum | 0 |
---|---|
Maximum | 82.22 |
Zeros | 3 |
Zeros (%) | 8.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2.8225 |
median | 6.375 |
Q3 | 15.795 |
95-th percentile | 42.8805 |
Maximum | 82.22 |
Range | 82.22 |
Interquartile range (IQR) | 12.9725 |
Descriptive statistics
Standard deviation | 17.890008 |
---|---|
Coefficient of variation (CV) | 1.2687685 |
Kurtosis | 5.405439 |
Mean | 14.100294 |
Median Absolute Deviation (MAD) | 4.74 |
Skewness | 2.1777793 |
Sum | 479.41 |
Variance | 320.0524 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 8.8% |
41.64 | 1 | 2.9% |
2.5 | 1 | 2.9% |
82.22 | 1 | 2.9% |
32.93 | 1 | 2.9% |
9.04 | 1 | 2.9% |
3.79 | 1 | 2.9% |
4.39 | 1 | 2.9% |
1.07 | 1 | 2.9% |
41.46 | 1 | 2.9% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
0.0 | 3 | |
1.07 | 1 | 2.9% |
1.29 | 1 | 2.9% |
1.98 | 1 | 2.9% |
2.19 | 1 | 2.9% |
2.3 | 1 | 2.9% |
2.5 | 1 | 2.9% |
3.79 | 1 | 2.9% |
4.39 | 1 | 2.9% |
5.35 | 1 | 2.9% |
Value | Count | Frequency (%) |
82.22 | 1 | |
43.55 | 1 | |
42.52 | 1 | |
41.64 | 1 | |
41.46 | 1 | |
32.93 | 1 | |
22.23 | 1 | |
18.55 | 1 | |
15.93 | 1 | |
15.39 | 1 |
세목명 | 과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | |
---|---|---|---|---|---|---|
세목명 | 1.000 | 0.000 | 0.474 | 0.712 | 0.451 | 0.800 |
과세년도 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
비과세금액 | 0.474 | 0.000 | 1.000 | 0.907 | 0.904 | 0.846 |
감면금액 | 0.712 | 0.000 | 0.907 | 1.000 | 0.923 | 0.935 |
부과금액 | 0.451 | 0.000 | 0.904 | 0.923 | 1.000 | 0.849 |
비과세감면율 | 0.800 | 0.000 | 0.846 | 0.935 | 0.849 | 1.000 |
세목명 | 과세년도 | |
---|---|---|
세목명 | 1.000 | 0.000 |
과세년도 | 0.000 | 1.000 |
비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | 세목명 | 과세년도 | |
---|---|---|---|---|---|---|
비과세금액 | 1.000 | 0.763 | 0.640 | 0.745 | 0.264 | 0.000 |
감면금액 | 0.763 | 1.000 | 0.725 | 0.769 | 0.480 | 0.000 |
부과금액 | 0.640 | 0.725 | 1.000 | 0.320 | 0.247 | 0.000 |
비과세감면율 | 0.745 | 0.769 | 0.320 | 1.000 | 0.584 | 0.000 |
세목명 | 0.264 | 0.480 | 0.247 | 0.584 | 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 | |
---|---|---|---|---|---|---|---|---|---|
0 | 부산광역시 | 해운대구 | 26350 | 재산세 | 2017 | 30820057000 | 4843943000 | 85642850000 | 41.64 |
1 | 부산광역시 | 해운대구 | 26350 | 주민세 | 2017 | 908237000 | 521310000 | 8975520000 | 15.93 |
2 | 부산광역시 | 해운대구 | 26350 | 취득세 | 2017 | 7324096000 | 14930617000 | 144652000000 | 15.39 |
3 | 부산광역시 | 해운대구 | 26350 | 자동차세 | 2017 | 502331000 | 1569585000 | 33252280000 | 6.23 |
4 | 부산광역시 | 해운대구 | 26350 | 등록면허세 | 2017 | 89895000 | 214049000 | 13223527000 | 2.3 |
5 | 부산광역시 | 해운대구 | 26350 | 지역자원시설세 | 2017 | 701213000 | 325232000 | 15641788000 | 6.56 |
6 | 부산광역시 | 해운대구 | 26350 | 등록세 | 2018 | 0 | 14273000 | 0 | 0.0 |
7 | 부산광역시 | 해운대구 | 26350 | 재산세 | 2018 | 34781002000 | 5489554000 | 94720413000 | 42.52 |
8 | 부산광역시 | 해운대구 | 26350 | 주민세 | 2018 | 926387000 | 508014000 | 9573594000 | 14.98 |
9 | 부산광역시 | 해운대구 | 26350 | 취득세 | 2018 | 3302206000 | 25279970000 | 128547000000 | 22.23 |
시도명 | 시군구명 | 자치단체코드 | 세목명 | 과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | |
---|---|---|---|---|---|---|---|---|---|
24 | 부산광역시 | 해운대구 | 26350 | 자동차세 | 2020 | 231980670 | 1694908080 | 43899714980 | 4.39 |
25 | 부산광역시 | 해운대구 | 26350 | 등록면허세 | 2020 | 127275500 | 173753050 | 28039494740 | 1.07 |
26 | 부산광역시 | 해운대구 | 26350 | 지역자원시설세 | 2020 | 860360 | 894440 | 70099320 | 2.5 |
27 | 부산광역시 | 해운대구 | 26350 | 등록세 | 2021 | 0 | 683000 | 0 | 0.0 |
28 | 부산광역시 | 해운대구 | 26350 | 재산세 | 2021 | 48673632000 | 5507831000 | 130688000000 | 41.46 |
29 | 부산광역시 | 해운대구 | 26350 | 주민세 | 2021 | 564901000 | 425248000 | 10672476000 | 9.28 |
30 | 부산광역시 | 해운대구 | 26350 | 취득세 | 2021 | 4775493000 | 14919974000 | 267823000000 | 7.35 |
31 | 부산광역시 | 해운대구 | 26350 | 자동차세 | 2021 | 509398000 | 1607356000 | 34414180000 | 6.15 |
32 | 부산광역시 | 해운대구 | 26350 | 등록면허세 | 2021 | 170434000 | 229960000 | 18297083000 | 2.19 |
33 | 부산광역시 | 해운대구 | 26350 | 지역자원시설세 | 2021 | 756477000 | 220561000 | 18273143000 | 5.35 |