Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 65 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.1 KiB |
Average record size in memory | 80.0 B |
Variable types
Categorical | 5 |
---|---|
Numeric | 4 |
Dataset
Description | 인천광역시 서구의 2017년도부터 2021년도까지 세목별 과세건수, 과세금액, 비과세건수, 비과세금액을 포함하고 있습니다. |
---|---|
Author | 인천광역시 서구 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15078572&srcSe=7661IVAWM27C61E190 |
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 3 other fields | High correlation |
비과세건수 is highly overall correlated with 과세건수 and 2 other fields | High correlation |
비과세금액 is highly overall correlated with 과세금액 and 1 other fields | High correlation |
세목명 is highly overall correlated with 과세건수 and 1 other fields | High correlation |
과세건수 has 23 (35.4%) zeros | Zeros |
과세금액 has 24 (36.9%) zeros | Zeros |
비과세건수 has 26 (40.0%) zeros | Zeros |
비과세금액 has 29 (44.6%) zeros | Zeros |
Reproduction
Analysis started | 2024-01-28 11:20:54.248945 |
---|---|
Analysis finished | 2024-01-28 11:20:55.759107 |
Duration | 1.51 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 652.0 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 | 65 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
인천광역시 | 65 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 652.0 B |
서구 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서구 |
---|---|
2nd row | 서구 |
3rd row | 서구 |
4th row | 서구 |
5th row | 서구 |
Common Values
Value | Count | Frequency (%) |
서구 | 65 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
서구 | 65 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 652.0 B |
28260 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 28260 |
---|---|
2nd row | 28260 |
3rd row | 28260 |
4th row | 28260 |
5th row | 28260 |
Common Values
Value | Count | Frequency (%) |
28260 | 65 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
28260 | 65 |
과세년도
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 7.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 652.0 B |
2017 | |
---|---|
2018 | |
2019 | |
2020 | |
2021 |
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 (%) |
2017 | 13 | |
2018 | 13 | |
2019 | 13 | |
2020 | 13 | |
2021 | 13 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2017 | 13 | |
2018 | 13 | |
2019 | 13 | |
2020 | 13 | |
2021 | 13 |
세목명
Categorical
HIGH CORRELATION
 
Distinct | 13 |
---|---|
Distinct (%) | 20.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 652.0 B |
취득세 | |
---|---|
등록세 | |
주민세 | |
재산세 | |
자동차세 | |
Other values (8) |
Length
Max length | 7 |
---|---|
Median length | 5 |
Mean length | 4.1538462 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 취득세 |
---|---|
2nd row | 등록세 |
3rd row | 주민세 |
4th row | 재산세 |
5th row | 자동차세 |
Common Values
Value | Count | Frequency (%) |
취득세 | 5 | 7.7% |
등록세 | 5 | 7.7% |
주민세 | 5 | 7.7% |
재산세 | 5 | 7.7% |
자동차세 | 5 | 7.7% |
레저세 | 5 | 7.7% |
담배소비세 | 5 | 7.7% |
지방소비세 | 5 | 7.7% |
등록면허세 | 5 | 7.7% |
도시계획세 | 5 | 7.7% |
Other values (3) | 15 |
Length
Value | Count | Frequency (%) |
취득세 | 5 | 7.7% |
등록세 | 5 | 7.7% |
주민세 | 5 | 7.7% |
재산세 | 5 | 7.7% |
자동차세 | 5 | 7.7% |
레저세 | 5 | 7.7% |
담배소비세 | 5 | 7.7% |
지방소비세 | 5 | 7.7% |
등록면허세 | 5 | 7.7% |
도시계획세 | 5 | 7.7% |
Other values (3) | 15 |
과세건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 43 |
---|---|
Distinct (%) | 66.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 213900.2 |
Minimum | 0 |
---|---|
Maximum | 1114310 |
Zeros | 23 |
Zeros (%) | 35.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 717.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 206247 |
Q3 | 279845 |
95-th percentile | 1005568.2 |
Maximum | 1114310 |
Range | 1114310 |
Interquartile range (IQR) | 279845 |
Descriptive statistics
Standard deviation | 278423.66 |
---|---|
Coefficient of variation (CV) | 1.3016522 |
Kurtosis | 4.15209 |
Mean | 213900.2 |
Median Absolute Deviation (MAD) | 159487 |
Skewness | 2.0337755 |
Sum | 13903513 |
Variance | 7.7519735 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 23 | |
67915 | 1 | 1.5% |
1067201 | 1 | 1.5% |
79530 | 1 | 1.5% |
232897 | 1 | 1.5% |
279845 | 1 | 1.5% |
373051 | 1 | 1.5% |
6 | 1 | 1.5% |
263757 | 1 | 1.5% |
363081 | 1 | 1.5% |
Other values (33) | 33 |
Value | Count | Frequency (%) |
0 | 23 | |
6 | 1 | 1.5% |
7 | 1 | 1.5% |
67915 | 1 | 1.5% |
77744 | 1 | 1.5% |
79530 | 1 | 1.5% |
81721 | 1 | 1.5% |
89636 | 1 | 1.5% |
156134 | 1 | 1.5% |
183997 | 1 | 1.5% |
Value | Count | Frequency (%) |
1114310 | 1 | |
1092552 | 1 | |
1067201 | 1 | |
1019677 | 1 | |
949133 | 1 | |
384406 | 1 | |
373051 | 1 | |
365734 | 1 | |
364181 | 1 | |
363081 | 1 |
과세금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 42 |
---|---|
Distinct (%) | 64.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.5847833 × 1010 |
Minimum | 0 |
---|---|
Maximum | 5.2762215 × 1011 |
Zeros | 24 |
Zeros (%) | 36.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 717.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 2.2881422 × 1010 |
Q3 | 6.9194284 × 1010 |
95-th percentile | 3.49359 × 1011 |
Maximum | 5.2762215 × 1011 |
Range | 5.2762215 × 1011 |
Interquartile range (IQR) | 6.9194284 × 1010 |
Descriptive statistics
Standard deviation | 1.08615 × 1011 |
---|---|
Coefficient of variation (CV) | 1.6494847 |
Kurtosis | 6.1344572 |
Mean | 6.5847833 × 1010 |
Median Absolute Deviation (MAD) | 2.2881422 × 1010 |
Skewness | 2.4415275 |
Sum | 4.2801091 × 1012 |
Variance | 1.1797217 × 1022 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 24 | |
24311584000 | 1 | 1.5% |
110386000000 | 1 | 1.5% |
67565436000 | 1 | 1.5% |
358680000000 | 1 | 1.5% |
18585272000 | 1 | 1.5% |
179960000000 | 1 | 1.5% |
47111591000 | 1 | 1.5% |
25096039000 | 1 | 1.5% |
25632152000 | 1 | 1.5% |
Other values (32) | 32 |
Value | Count | Frequency (%) |
0 | 24 | |
2483933000 | 1 | 1.5% |
15966307000 | 1 | 1.5% |
17004873000 | 1 | 1.5% |
18402181000 | 1 | 1.5% |
18585272000 | 1 | 1.5% |
19005735000 | 1 | 1.5% |
20274375000 | 1 | 1.5% |
20944896000 | 1 | 1.5% |
22881422000 | 1 | 1.5% |
Value | Count | Frequency (%) |
527622151000 | 1 | |
383220000000 | 1 | |
358883000000 | 1 | |
358680000000 | 1 | |
312075000000 | 1 | |
189585026000 | 1 | |
179960000000 | 1 | |
177304000000 | 1 | |
155649000000 | 1 | |
146109000000 | 1 |
비과세건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 39 |
---|---|
Distinct (%) | 60.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20897.4 |
Minimum | 0 |
---|---|
Maximum | 121810 |
Zeros | 26 |
Zeros (%) | 40.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 717.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 279 |
Q3 | 26062 |
95-th percentile | 109715.8 |
Maximum | 121810 |
Range | 121810 |
Interquartile range (IQR) | 26062 |
Descriptive statistics
Standard deviation | 36029.9 |
---|---|
Coefficient of variation (CV) | 1.7241332 |
Kurtosis | 1.2066757 |
Mean | 20897.4 |
Median Absolute Deviation (MAD) | 279 |
Skewness | 1.6008831 |
Sum | 1358331 |
Variance | 1.2981537 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 26 | |
8 | 2 | 3.1% |
2341 | 1 | 1.5% |
7 | 1 | 1.5% |
75683 | 1 | 1.5% |
116 | 1 | 1.5% |
26062 | 1 | 1.5% |
72641 | 1 | 1.5% |
121810 | 1 | 1.5% |
3463 | 1 | 1.5% |
Other values (29) | 29 |
Value | Count | Frequency (%) |
0 | 26 | |
4 | 1 | 1.5% |
7 | 1 | 1.5% |
8 | 2 | 3.1% |
116 | 1 | 1.5% |
191 | 1 | 1.5% |
279 | 1 | 1.5% |
443 | 1 | 1.5% |
444 | 1 | 1.5% |
518 | 1 | 1.5% |
Value | Count | Frequency (%) |
121810 | 1 | |
113407 | 1 | |
112073 | 1 | |
111223 | 1 | |
103687 | 1 | |
79428 | 1 | |
76635 | 1 | |
75683 | 1 | |
73364 | 1 | |
72641 | 1 |
비과세금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 37 |
---|---|
Distinct (%) | 56.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.6281938 × 1010 |
Minimum | 0 |
---|---|
Maximum | 1.25767 × 1011 |
Zeros | 29 |
Zeros (%) | 44.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 717.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 1.1847 × 108 |
Q3 | 1.161887 × 109 |
95-th percentile | 1.0252338 × 1011 |
Maximum | 1.25767 × 1011 |
Range | 1.25767 × 1011 |
Interquartile range (IQR) | 1.161887 × 109 |
Descriptive statistics
Standard deviation | 3.7431509 × 1010 |
---|---|
Coefficient of variation (CV) | 2.2989591 |
Kurtosis | 2.3868199 |
Mean | 1.6281938 × 1010 |
Median Absolute Deviation (MAD) | 1.1847 × 108 |
Skewness | 2.0378805 |
Sum | 1.058326 × 1012 |
Variance | 1.4011179 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 29 | |
82156739000 | 1 | 1.5% |
1000 | 1 | 1.5% |
125767000000 | 1 | 1.5% |
150660000 | 1 | 1.5% |
135906000 | 1 | 1.5% |
94465912000 | 1 | 1.5% |
4673096000 | 1 | 1.5% |
118470000 | 1 | 1.5% |
1041265000 | 1 | 1.5% |
Other values (27) | 27 |
Value | Count | Frequency (%) |
0 | 29 | |
1000 | 1 | 1.5% |
113324000 | 1 | 1.5% |
113571000 | 1 | 1.5% |
118470000 | 1 | 1.5% |
129594000 | 1 | 1.5% |
135906000 | 1 | 1.5% |
140045000 | 1 | 1.5% |
150660000 | 1 | 1.5% |
163189000 | 1 | 1.5% |
Value | Count | Frequency (%) |
125767000000 | 1 | |
121327497000 | 1 | |
110751000000 | 1 | |
102729000000 | 1 | |
101700886000 | 1 | |
97215042000 | 1 | |
97015269000 | 1 | |
94465912000 | 1 | |
92472488000 | 1 | |
82156739000 | 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 | 0.897 | 0.826 | 0.770 | 0.687 |
과세건수 | 0.000 | 0.897 | 1.000 | 0.625 | 0.512 | 0.000 |
과세금액 | 0.000 | 0.826 | 0.625 | 1.000 | 0.718 | 0.886 |
비과세건수 | 0.000 | 0.770 | 0.512 | 0.718 | 1.000 | 0.778 |
비과세금액 | 0.000 | 0.687 | 0.000 | 0.886 | 0.778 | 1.000 |
세목명 | 과세년도 | |
---|---|---|
세목명 | 1.000 | 0.000 |
과세년도 | 0.000 | 1.000 |
과세건수 | 과세금액 | 비과세건수 | 비과세금액 | 과세년도 | 세목명 | |
---|---|---|---|---|---|---|
과세건수 | 1.000 | 0.700 | 0.566 | 0.395 | 0.000 | 0.678 |
과세금액 | 0.700 | 1.000 | 0.594 | 0.557 | 0.000 | 0.540 |
비과세건수 | 0.566 | 0.594 | 1.000 | 0.921 | 0.000 | 0.450 |
비과세금액 | 0.395 | 0.557 | 0.921 | 1.000 | 0.000 | 0.427 |
과세년도 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
세목명 | 0.678 | 0.540 | 0.450 | 0.427 | 0.000 | 1.000 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|---|---|---|
0 | 인천광역시 | 서구 | 28260 | 2017 | 취득세 | 67915 | 312075000000 | 71521 | 82156739000 |
1 | 인천광역시 | 서구 | 28260 | 2017 | 등록세 | 0 | 0 | 191 | 1553186000 |
2 | 인천광역시 | 서구 | 28260 | 2017 | 주민세 | 220823 | 15966307000 | 9749 | 163189000 |
3 | 인천광역시 | 서구 | 28260 | 2017 | 재산세 | 231670 | 146109000000 | 26003 | 97015269000 |
4 | 인천광역시 | 서구 | 28260 | 2017 | 자동차세 | 339176 | 40858557000 | 103687 | 4448073000 |
5 | 인천광역시 | 서구 | 28260 | 2017 | 레저세 | 0 | 0 | 0 | 0 |
6 | 인천광역시 | 서구 | 28260 | 2017 | 담배소비세 | 0 | 0 | 0 | 0 |
7 | 인천광역시 | 서구 | 28260 | 2017 | 지방소비세 | 0 | 0 | 0 | 0 |
8 | 인천광역시 | 서구 | 28260 | 2017 | 등록면허세 | 218389 | 19005735000 | 518 | 208525000 |
9 | 인천광역시 | 서구 | 28260 | 2017 | 도시계획세 | 0 | 0 | 0 | 0 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|---|---|---|
55 | 인천광역시 | 서구 | 28260 | 2021 | 재산세 | 286015 | 189585026000 | 79428 | 101700886000 |
56 | 인천광역시 | 서구 | 28260 | 2021 | 자동차세 | 384406 | 50035197000 | 112073 | 4237394000 |
57 | 인천광역시 | 서구 | 28260 | 2021 | 레저세 | 0 | 0 | 0 | 0 |
58 | 인천광역시 | 서구 | 28260 | 2021 | 담배소비세 | 0 | 0 | 0 | 0 |
59 | 인천광역시 | 서구 | 28260 | 2021 | 지방소비세 | 7 | 2483933000 | 0 | 0 |
60 | 인천광역시 | 서구 | 28260 | 2021 | 등록면허세 | 250902 | 28744030000 | 5352 | 113571000 |
61 | 인천광역시 | 서구 | 28260 | 2021 | 도시계획세 | 0 | 0 | 0 | 0 |
62 | 인천광역시 | 서구 | 28260 | 2021 | 지역자원시설세 | 364181 | 28470970000 | 2392 | 1036333000 |
63 | 인천광역시 | 서구 | 28260 | 2021 | 지방소득세 | 271975 | 144448208000 | 0 | 0 |
64 | 인천광역시 | 서구 | 28260 | 2021 | 교육세 | 1114310 | 85250498000 | 8 | 0 |