Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 34 |
Missing cells | 4 |
Missing cells (%) | 1.3% |
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 | 인천광역시 서구 2017년도부터 2021년도까지 세목별 비과세금액, 감면금액, 부과금액, 비과세감면율을 포함하고 있습니다. |
---|---|
Author | 인천광역시 서구 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15078587&srcSe=7661IVAWM27C61E190 |
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 2 other fields | High correlation |
비과세감면율 is highly overall correlated with 비과세금액 and 3 other fields | High correlation |
세목명 is highly overall correlated with 비과세감면율 | High correlation |
비과세금액 has 4 (11.8%) missing values | Missing |
감면금액 has unique values | Unique |
비과세금액 has 1 (2.9%) zeros | Zeros |
부과금액 has 4 (11.8%) zeros | Zeros |
비과세감면율 has 4 (11.8%) zeros | Zeros |
Reproduction
Analysis started | 2024-01-28 05:30:58.016756 |
---|---|
Analysis finished | 2024-01-28 05:30:59.702870 |
Duration | 1.69 second |
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 |
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 | 34 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
인천광역시 | 34 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 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 | 34 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
서구 | 34 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 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 | 34 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
28260 | 34 |
세목명
Categorical
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 20.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 B |
등록세 | |
---|---|
재산세 | |
주민세 | |
취득세 | |
자동차세 | |
Other values (2) |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 3.9117647 |
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 | 5 | |
재산세 | 5 | |
주민세 | 5 | |
취득세 | 5 | |
자동차세 | 5 | |
등록면허세 | 5 | |
지역자원시설세 | 4 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
등록세 | 5 | |
재산세 | 5 | |
주민세 | 5 | |
취득세 | 5 | |
자동차세 | 5 | |
등록면허세 | 5 | |
지역자원시설세 | 4 |
과세년도
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 14.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 B |
2017 | |
---|---|
2018 | |
2019 | |
2021 | |
2020 |
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 | 7 | |
2018 | 7 | |
2019 | 7 | |
2021 | 7 | |
2020 | 6 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2017 | 7 | |
2018 | 7 | |
2019 | 7 | |
2021 | 7 | |
2020 | 6 |
비과세금액
Real number (ℝ)
HIGH CORRELATION
  MISSING
  ZEROS
 
Distinct | 30 |
---|---|
Distinct (%) | 100.0% |
Missing | 4 |
Missing (%) | 11.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.6256002 × 1010 |
Minimum | 0 |
---|---|
Maximum | 8.1548877 × 1010 |
Zeros | 1 |
Zeros (%) | 2.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2948700 |
Q1 | 29643750 |
median | 4.826225 × 108 |
Q3 | 1.6136342 × 1010 |
95-th percentile | 7.7333345 × 1010 |
Maximum | 8.1548877 × 1010 |
Range | 8.1548877 × 1010 |
Interquartile range (IQR) | 1.6106698 × 1010 |
Descriptive statistics
Standard deviation | 2.8641089 × 1010 |
---|---|
Coefficient of variation (CV) | 1.7618777 |
Kurtosis | 0.92241504 |
Mean | 1.6256002 × 1010 |
Median Absolute Deviation (MAD) | 4.7711081 × 108 |
Skewness | 1.6069466 |
Sum | 4.8768007 × 1011 |
Variance | 8.2031196 × 1020 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
12725000 | 1 | 2.9% |
867876000 | 1 | 2.9% |
5747000 | 1 | 2.9% |
246564000 | 1 | 2.9% |
15223963000 | 1 | 2.9% |
2775000 | 1 | 2.9% |
81548877000 | 1 | 2.9% |
5470380 | 1 | 2.9% |
215276140 | 1 | 2.9% |
40941116550 | 1 | 2.9% |
Other values (20) | 20 | |
(Missing) | 4 | 11.8% |
Value | Count | Frequency (%) |
0 | 1 | |
2775000 | 1 | |
3161000 | 1 | |
5470380 | 1 | |
5553000 | 1 | |
5747000 | 1 | |
6450000 | 1 | |
12725000 | 1 | |
80400000 | 1 | |
81290000 | 1 |
Value | Count | Frequency (%) |
81548877000 | 1 | |
77562775000 | 1 | |
77052930210 | 1 | |
73328922000 | 1 | |
71527636000 | 1 | |
40941116550 | 1 | |
19274967000 | 1 | |
16440468000 | 1 | |
15223963000 | 1 | |
7792473000 | 1 |
감면금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.6783705 × 1010 |
Minimum | 82789000 |
---|---|
Maximum | 1.0610353 × 1011 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 82789000 |
---|---|
5-th percentile | 99393050 |
Q1 | 1.5102459 × 108 |
median | 4.09391 × 108 |
Q3 | 1.8971238 × 1010 |
95-th percentile | 9.0141361 × 1010 |
Maximum | 1.0610353 × 1011 |
Range | 1.0602074 × 1011 |
Interquartile range (IQR) | 1.8820213 × 1010 |
Descriptive statistics
Standard deviation | 3.1160178 × 1010 |
---|---|
Coefficient of variation (CV) | 1.8565733 |
Kurtosis | 2.5426193 |
Mean | 1.6783705 × 1010 |
Median Absolute Deviation (MAD) | 3.260795 × 108 |
Skewness | 1.968162 |
Sum | 5.7064597 × 1011 |
Variance | 9.7095669 × 1020 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1553186000 | 1 | 2.9% |
112988590 | 1 | 2.9% |
152115000 | 1 | 2.9% |
150661120 | 1 | 2.9% |
18454253440 | 1 | 2.9% |
129456810 | 1 | 2.9% |
84825452830 | 1 | 2.9% |
4457821680 | 1 | 2.9% |
301778000 | 1 | 2.9% |
4404426000 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
82789000 | 1 | |
83834000 | 1 | |
107771000 | 1 | |
107824000 | 1 | |
112988590 | 1 | |
116869000 | 1 | |
129456810 | 1 | |
137270000 | 1 | |
150661120 | 1 | |
152115000 | 1 |
Value | Count | Frequency (%) |
106103534000 | 1 | |
91476261000 | 1 | |
89422569000 | 1 | |
84825452830 | 1 | |
65716271000 | 1 | |
25487633000 | 1 | |
25166522000 | 1 | |
20152009000 | 1 | |
19143566000 | 1 | |
18454253440 | 1 |
부과금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 31 |
---|---|
Distinct (%) | 91.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.0030954 × 1011 |
Minimum | 0 |
---|---|
Maximum | 5.2762215 × 1011 |
Zeros | 4 |
Zeros (%) | 11.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.916637 × 1010 |
median | 2.86075 × 1010 |
Q3 | 1.53264 × 1011 |
95-th percentile | 3.8445095 × 1011 |
Maximum | 5.2762215 × 1011 |
Range | 5.2762215 × 1011 |
Interquartile range (IQR) | 1.3409763 × 1011 |
Descriptive statistics
Standard deviation | 1.392145 × 1011 |
---|---|
Coefficient of variation (CV) | 1.387849 |
Kurtosis | 1.9672178 |
Mean | 1.0030954 × 1011 |
Median Absolute Deviation (MAD) | 1.9325838 × 1010 |
Skewness | 1.6901453 |
Sum | 3.4105244 × 1012 |
Variance | 1.9380676 × 1022 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4 | 11.8% |
146109000000 | 1 | 2.9% |
28470970000 | 1 | 2.9% |
28744030000 | 1 | 2.9% |
50035197000 | 1 | 2.9% |
527622151000 | 1 | 2.9% |
20274375000 | 1 | 2.9% |
189585026000 | 1 | 2.9% |
29099999550 | 1 | 2.9% |
60715118890 | 1 | 2.9% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
0 | 4 | |
191110490 | 1 | 2.9% |
15966307000 | 1 | 2.9% |
17004873000 | 1 | 2.9% |
18402181000 | 1 | 2.9% |
19005735000 | 1 | 2.9% |
19648275510 | 1 | 2.9% |
20274375000 | 1 | 2.9% |
20944896000 | 1 | 2.9% |
22881422000 | 1 | 2.9% |
Value | Count | Frequency (%) |
527622151000 | 1 | |
386737000000 | 1 | |
383220000000 | 1 | |
358883000000 | 1 | |
312075000000 | 1 | |
220687000000 | 1 | |
189585026000 | 1 | |
177304000000 | 1 | |
155649000000 | 1 | |
146109000000 | 1 |
비과세감면율
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 30 |
---|---|
Distinct (%) | 88.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16.833529 |
Minimum | 0 |
---|---|
Maximum | 78.83 |
Zeros | 4 |
Zeros (%) | 11.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.69 |
median | 4.82 |
Q3 | 26.9 |
95-th percentile | 66.14 |
Maximum | 78.83 |
Range | 78.83 |
Interquartile range (IQR) | 26.21 |
Descriptive statistics
Standard deviation | 22.855908 |
---|---|
Coefficient of variation (CV) | 1.3577609 |
Kurtosis | 0.93409273 |
Mean | 16.833529 |
Median Absolute Deviation (MAD) | 4.82 |
Skewness | 1.4259877 |
Sum | 572.34 |
Variance | 522.39253 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 4 | 11.8% |
0.69 | 2 | 5.9% |
10.11 | 1 | 2.9% |
3.64 | 1 | 2.9% |
0.4 | 1 | 2.9% |
8.47 | 1 | 2.9% |
23.0 | 1 | 2.9% |
53.64 | 1 | 2.9% |
0.41 | 1 | 2.9% |
7.7 | 1 | 2.9% |
Other values (20) | 20 |
Value | Count | Frequency (%) |
0.0 | 4 | |
0.4 | 1 | 2.9% |
0.41 | 1 | 2.9% |
0.5 | 1 | 2.9% |
0.56 | 1 | 2.9% |
0.69 | 2 | |
0.92 | 1 | 2.9% |
1.02 | 1 | 2.9% |
1.1 | 1 | 2.9% |
1.51 | 1 | 2.9% |
Value | Count | Frequency (%) |
78.83 | 1 | |
66.4 | 1 | |
66.0 | 1 | |
53.64 | 1 | |
52.15 | 1 | |
43.28 | 1 | |
32.52 | 1 | |
28.9 | 1 | |
27.09 | 1 | |
26.33 | 1 |
세목명 | 과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | |
---|---|---|---|---|---|---|
세목명 | 1.000 | 0.000 | 0.626 | 0.829 | 0.638 | 0.785 |
과세년도 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
비과세금액 | 0.626 | 0.000 | 1.000 | 0.916 | 0.923 | 0.955 |
감면금액 | 0.829 | 0.000 | 0.916 | 1.000 | 0.960 | 0.949 |
부과금액 | 0.638 | 0.000 | 0.923 | 0.960 | 1.000 | 0.979 |
비과세감면율 | 0.785 | 0.000 | 0.955 | 0.949 | 0.979 | 1.000 |
세목명 | 과세년도 | |
---|---|---|
세목명 | 1.000 | 0.000 |
과세년도 | 0.000 | 1.000 |
비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | 세목명 | 과세년도 | |
---|---|---|---|---|---|---|
비과세금액 | 1.000 | 0.792 | 0.788 | 0.737 | 0.419 | 0.000 |
감면금액 | 0.792 | 1.000 | 0.739 | 0.677 | 0.430 | 0.000 |
부과금액 | 0.788 | 0.739 | 1.000 | 0.730 | 0.380 | 0.000 |
비과세감면율 | 0.737 | 0.677 | 0.730 | 1.000 | 0.546 | 0.000 |
세목명 | 0.419 | 0.430 | 0.380 | 0.546 | 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 | 인천광역시 | 서구 | 28260 | 등록세 | 2017 | <NA> | 1553186000 | 0 | 0.0 |
1 | 인천광역시 | 서구 | 28260 | 재산세 | 2017 | 71527636000 | 25487633000 | 146109000000 | 66.4 |
2 | 인천광역시 | 서구 | 28260 | 주민세 | 2017 | 80400000 | 82789000 | 15966307000 | 1.02 |
3 | 인천광역시 | 서구 | 28260 | 취득세 | 2017 | 16440468000 | 65716271000 | 312075000000 | 26.33 |
4 | 인천광역시 | 서구 | 28260 | 자동차세 | 2017 | 2588998000 | 1859075000 | 40858557000 | 10.89 |
5 | 인천광역시 | 서구 | 28260 | 등록면허세 | 2017 | 3161000 | 205364000 | 19005735000 | 1.1 |
6 | 인천광역시 | 서구 | 28260 | 지역자원시설세 | 2017 | 718681000 | 273402000 | 20944896000 | 4.74 |
7 | 인천광역시 | 서구 | 28260 | 등록세 | 2018 | <NA> | 355049000 | 0 | 0.0 |
8 | 인천광역시 | 서구 | 28260 | 재산세 | 2018 | 77562775000 | 25166522000 | 155649000000 | 66.0 |
9 | 인천광역시 | 서구 | 28260 | 주민세 | 2018 | 81290000 | 176083000 | 17004873000 | 1.51 |
시도명 | 시군구명 | 자치단체코드 | 세목명 | 과세년도 | 비과세금액 | 감면금액 | 부과금액 | 비과세감면율 | |
---|---|---|---|---|---|---|---|---|---|
24 | 인천광역시 | 서구 | 28260 | 취득세 | 2020 | 40941116550 | 84825452830 | 386737000000 | 32.52 |
25 | 인천광역시 | 서구 | 28260 | 자동차세 | 2020 | 215276140 | 4457821680 | 60715118890 | 7.7 |
26 | 인천광역시 | 서구 | 28260 | 등록면허세 | 2020 | 5470380 | 112988590 | 29099999550 | 0.41 |
27 | 인천광역시 | 서구 | 28260 | 등록세 | 2021 | <NA> | 301778000 | 0 | 0.0 |
28 | 인천광역시 | 서구 | 28260 | 재산세 | 2021 | 81548877000 | 20152009000 | 189585026000 | 53.64 |
29 | 인천광역시 | 서구 | 28260 | 주민세 | 2021 | 2775000 | 137270000 | 20274375000 | 0.69 |
30 | 인천광역시 | 서구 | 28260 | 취득세 | 2021 | 15223963000 | 106103534000 | 527622151000 | 23.0 |
31 | 인천광역시 | 서구 | 28260 | 자동차세 | 2021 | 246564000 | 3990830000 | 50035197000 | 8.47 |
32 | 인천광역시 | 서구 | 28260 | 등록면허세 | 2021 | 5747000 | 107824000 | 28744030000 | 0.4 |
33 | 인천광역시 | 서구 | 28260 | 지역자원시설세 | 2021 | 867876000 | 168457000 | 28470970000 | 3.64 |