Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 48 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.8 KiB |
Average record size in memory | 80.8 B |
Variable types
Categorical | 4 |
---|---|
Numeric | 5 |
Dataset
Description | 2017년부터 2022년까지 지방세 비과, 감면율 현황에 대한 정보(세목별, 과세년도, 비과세 금액, 감면금액, 부과금액, 비과세 감면율) |
---|---|
Author | 경상남도 통영시 |
URL | https://www.data.go.kr/data/15078255/fileData.do |
시도명 has constant value "" | Constant |
시군구명 has constant value "" | Constant |
자치단체코드 has constant value "" | Constant |
비과세금액(원) is highly overall correlated with 감면금액(원) and 1 other fields | High correlation |
감면금액(원) is highly overall correlated with 비과세금액(원) and 2 other fields | High correlation |
부과금액(원) is highly overall correlated with 세목명 | High correlation |
비과세감면율 is highly overall correlated with 비과세금액(원) and 2 other fields | High correlation |
세목명 is highly overall correlated with 감면금액(원) and 2 other fields | High correlation |
비과세금액(원) has 12 (25.0%) zeros | Zeros |
부과금액(원) has 9 (18.8%) zeros | Zeros |
비과세감면율 has 11 (22.9%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-21 01:45:08.771574 |
---|---|
Analysis finished | 2024-04-21 01:45:13.059060 |
Duration | 4.29 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 516.0 B |
경상남도 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 경상남도 |
---|---|
2nd row | 경상남도 |
3rd row | 경상남도 |
4th row | 경상남도 |
5th row | 경상남도 |
Common Values
Value | Count | Frequency (%) |
경상남도 | 48 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
경상남도 | 48 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 516.0 B |
통영시 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 통영시 |
---|---|
2nd row | 통영시 |
3rd row | 통영시 |
4th row | 통영시 |
5th row | 통영시 |
Common Values
Value | Count | Frequency (%) |
통영시 | 48 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
통영시 | 48 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 516.0 B |
48220 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 48220 |
---|---|
2nd row | 48220 |
3rd row | 48220 |
4th row | 48220 |
5th row | 48220 |
Common Values
Value | Count | Frequency (%) |
48220 | 48 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
48220 | 48 |
세목명
Categorical
HIGH CORRELATION
 
Distinct | 8 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 516.0 B |
교육세 | |
---|---|
등록세 | |
재산세 | |
주민세 | |
취득세 | |
Other values (3) |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 3.875 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 교육세 |
---|---|
2nd row | 등록세 |
3rd row | 재산세 |
4th row | 주민세 |
5th row | 취득세 |
Common Values
Value | Count | Frequency (%) |
교육세 | 6 | |
등록세 | 6 | |
재산세 | 6 | |
주민세 | 6 | |
취득세 | 6 | |
자동차세 | 6 | |
등록면허세 | 6 | |
지역자원시설세 | 6 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
교육세 | 6 | |
등록세 | 6 | |
재산세 | 6 | |
주민세 | 6 | |
취득세 | 6 | |
자동차세 | 6 | |
등록면허세 | 6 | |
지역자원시설세 | 6 |
과세년도
Real number (ℝ)
Distinct | 6 |
---|---|
Distinct (%) | 12.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2019.5 |
Minimum | 2017 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 2017 |
---|---|
5-th percentile | 2017 |
Q1 | 2018 |
median | 2019.5 |
Q3 | 2021 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 5 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 1.7258979 |
---|---|
Coefficient of variation (CV) | 0.00085461642 |
Kurtosis | -1.2751304 |
Mean | 2019.5 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 0 |
Sum | 96936 |
Variance | 2.9787234 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2017 | 8 | |
2018 | 8 | |
2019 | 8 | |
2020 | 8 | |
2021 | 8 | |
2022 | 8 |
Value | Count | Frequency (%) |
2017 | 8 | |
2018 | 8 | |
2019 | 8 | |
2020 | 8 | |
2021 | 8 | |
2022 | 8 |
Value | Count | Frequency (%) |
2022 | 8 | |
2021 | 8 | |
2020 | 8 | |
2019 | 8 | |
2018 | 8 | |
2017 | 8 |
비과세금액(원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 37 |
---|---|
Distinct (%) | 77.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.0825662 × 109 |
Minimum | 0 |
---|---|
Maximum | 7.914607 × 109 |
Zeros | 12 |
Zeros (%) | 25.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 7215000 |
median | 62737000 |
Q3 | 2.7945025 × 108 |
95-th percentile | 6.8910924 × 109 |
Maximum | 7.914607 × 109 |
Range | 7.914607 × 109 |
Interquartile range (IQR) | 2.7223525 × 108 |
Descriptive statistics
Standard deviation | 2.3027265 × 109 |
---|---|
Coefficient of variation (CV) | 2.1271 |
Kurtosis | 3.2487145 |
Mean | 1.0825662 × 109 |
Median Absolute Deviation (MAD) | 62737000 |
Skewness | 2.1892228 |
Sum | 5.1963177 × 1010 |
Variance | 5.3025493 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
55846000 | 1 | 2.1% |
1866461000 | 1 | 2.1% |
55671000 | 1 | 2.1% |
13764000 | 1 | 2.1% |
199935000 | 1 | 2.1% |
7257622000 | 1 | 2.1% |
68361000 | 1 | 2.1% |
1495508000 | 1 | 2.1% |
9620000 | 1 | 2.1% |
Other values (27) | 27 |
Value | Count | Frequency (%) |
0 | 12 | |
9620000 | 1 | 2.1% |
11223000 | 1 | 2.1% |
12423000 | 1 | 2.1% |
13304000 | 1 | 2.1% |
13764000 | 1 | 2.1% |
14434000 | 1 | 2.1% |
52721000 | 1 | 2.1% |
53749000 | 1 | 2.1% |
55671000 | 1 | 2.1% |
Value | Count | Frequency (%) |
7914607000 | 1 | |
7257622000 | 1 | |
6931657000 | 1 | |
6815758000 | 1 | |
6504679000 | 1 | |
6241341000 | 1 | |
2555433000 | 1 | |
1866461000 | 1 | |
1495508000 | 1 | |
1059273000 | 1 |
감면금액(원)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 45 |
---|---|
Distinct (%) | 93.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.3879269 × 108 |
Minimum | 2000 |
---|---|
Maximum | 8.208883 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 2000 |
---|---|
5-th percentile | 2350 |
Q1 | 33581500 |
median | 94116500 |
Q3 | 5.709065 × 108 |
95-th percentile | 2.896279 × 109 |
Maximum | 8.208883 × 109 |
Range | 8.208881 × 109 |
Interquartile range (IQR) | 5.37325 × 108 |
Descriptive statistics
Standard deviation | 1.5152464 × 109 |
---|---|
Coefficient of variation (CV) | 2.0509765 |
Kurtosis | 13.420118 |
Mean | 7.3879269 × 108 |
Median Absolute Deviation (MAD) | 94114000 |
Skewness | 3.411438 |
Sum | 3.5462049 × 1010 |
Variance | 2.2959717 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2000 | 3 | 6.2% |
3000 | 2 | 4.2% |
370777000 | 1 | 2.1% |
2906535000 | 1 | 2.1% |
384004000 | 1 | 2.1% |
94839000 | 1 | 2.1% |
83573000 | 1 | 2.1% |
640000 | 1 | 2.1% |
1220933000 | 1 | 2.1% |
217549000 | 1 | 2.1% |
Other values (35) | 35 |
Value | Count | Frequency (%) |
2000 | 3 | |
3000 | 2 | |
23000 | 1 | 2.1% |
74000 | 1 | 2.1% |
125000 | 1 | 2.1% |
610000 | 1 | 2.1% |
640000 | 1 | 2.1% |
3445000 | 1 | 2.1% |
23260000 | 1 | 2.1% |
37022000 | 1 | 2.1% |
Value | Count | Frequency (%) |
8208883000 | 1 | |
5323341000 | 1 | |
2906535000 | 1 | |
2877232000 | 1 | |
2607495000 | 1 | |
2340758000 | 1 | |
1288775000 | 1 | |
1271737000 | 1 | |
1220933000 | 1 | |
1162461000 | 1 |
부과금액(원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 40 |
---|---|
Distinct (%) | 83.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.8426984 × 109 |
Minimum | 0 |
---|---|
Maximum | 4.2969276 × 1010 |
Zeros | 9 |
Zeros (%) | 18.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2.2170275 × 109 |
median | 4.8680175 × 109 |
Q3 | 1.5480578 × 1010 |
95-th percentile | 2.7654474 × 1010 |
Maximum | 4.2969276 × 1010 |
Range | 4.2969276 × 1010 |
Interquartile range (IQR) | 1.326355 × 1010 |
Descriptive statistics
Standard deviation | 1.0239568 × 1010 |
---|---|
Coefficient of variation (CV) | 1.0403212 |
Kurtosis | 0.97075873 |
Mean | 9.8426984 × 109 |
Median Absolute Deviation (MAD) | 4.8680175 × 109 |
Skewness | 1.144107 |
Sum | 4.7244952 × 1011 |
Variance | 1.0484875 × 1020 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 9 | 18.8% |
16508743000 | 1 | 2.1% |
25923413000 | 1 | 2.1% |
15137856000 | 1 | 2.1% |
3244778000 | 1 | 2.1% |
5056720000 | 1 | 2.1% |
12187396000 | 1 | 2.1% |
20632500000 | 1 | 2.1% |
2113367000 | 1 | 2.1% |
28038509000 | 1 | 2.1% |
Other values (30) | 30 |
Value | Count | Frequency (%) |
0 | 9 | |
34894000 | 1 | 2.1% |
2011936000 | 1 | 2.1% |
2113367000 | 1 | 2.1% |
2251581000 | 1 | 2.1% |
2268935000 | 1 | 2.1% |
2280887000 | 1 | 2.1% |
2927221000 | 1 | 2.1% |
3046957000 | 1 | 2.1% |
3244778000 | 1 | 2.1% |
Value | Count | Frequency (%) |
42969276000 | 1 | |
31771634000 | 1 | |
28038509000 | 1 | |
26941267000 | 1 | |
25923413000 | 1 | |
20915098000 | 1 | |
20802205000 | 1 | |
20632500000 | 1 | |
20530854000 | 1 | |
19827564000 | 1 |
비과세감면율
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 18 |
---|---|
Distinct (%) | 37.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.166667 |
Minimum | 0 |
---|---|
Maximum | 44 |
Zeros | 11 |
Zeros (%) | 22.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2.75 |
median | 5.5 |
Q3 | 13.25 |
95-th percentile | 39 |
Maximum | 44 |
Range | 44 |
Interquartile range (IQR) | 10.5 |
Descriptive statistics
Standard deviation | 12.831698 |
---|---|
Coefficient of variation (CV) | 1.2621343 |
Kurtosis | 1.3751791 |
Mean | 10.166667 |
Median Absolute Deviation (MAD) | 5.5 |
Skewness | 1.5924139 |
Sum | 488 |
Variance | 164.65248 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 11 | |
3 | 9 | |
6 | 5 | |
7 | 3 | 6.2% |
14 | 3 | 6.2% |
39 | 3 | 6.2% |
12 | 2 | 4.2% |
5 | 2 | 4.2% |
38 | 1 | 2.1% |
20 | 1 | 2.1% |
Other values (8) | 8 |
Value | Count | Frequency (%) |
0 | 11 | |
2 | 1 | 2.1% |
3 | 9 | |
4 | 1 | 2.1% |
5 | 2 | 4.2% |
6 | 5 | |
7 | 3 | 6.2% |
10 | 1 | 2.1% |
12 | 2 | 4.2% |
13 | 1 | 2.1% |
Value | Count | Frequency (%) |
44 | 1 | 2.1% |
41 | 1 | 2.1% |
39 | 3 | |
38 | 1 | 2.1% |
27 | 1 | 2.1% |
20 | 1 | 2.1% |
18 | 1 | 2.1% |
14 | 3 | |
13 | 1 | 2.1% |
12 | 2 |
세목명 | 과세년도 | 비과세금액(원) | 감면금액(원) | 부과금액(원) | 비과세감면율 | |
---|---|---|---|---|---|---|
세목명 | 1.000 | 0.000 | 0.610 | 0.746 | 0.961 | 0.904 |
과세년도 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
비과세금액(원) | 0.610 | 0.000 | 1.000 | 0.863 | 0.664 | 0.894 |
감면금액(원) | 0.746 | 0.000 | 0.863 | 1.000 | 0.851 | 0.897 |
부과금액(원) | 0.961 | 0.000 | 0.664 | 0.851 | 1.000 | 0.874 |
비과세감면율 | 0.904 | 0.000 | 0.894 | 0.897 | 0.874 | 1.000 |
과세년도 | 비과세금액(원) | 감면금액(원) | 부과금액(원) | 비과세감면율 | 세목명 | |
---|---|---|---|---|---|---|
과세년도 | 1.000 | 0.009 | 0.018 | 0.253 | 0.003 | 0.000 |
비과세금액(원) | 0.009 | 1.000 | 0.786 | 0.440 | 0.903 | 0.375 |
감면금액(원) | 0.018 | 0.786 | 1.000 | 0.468 | 0.759 | 0.530 |
부과금액(원) | 0.253 | 0.440 | 0.468 | 1.000 | 0.287 | 0.685 |
비과세감면율 | 0.003 | 0.903 | 0.759 | 0.287 | 1.000 | 0.530 |
세목명 | 0.000 | 0.375 | 0.530 | 0.685 | 0.530 | 1.000 |
시도명 | 시군구명 | 자치단체코드 | 세목명 | 과세년도 | 비과세금액(원) | 감면금액(원) | 부과금액(원) | 비과세감면율 | |
---|---|---|---|---|---|---|---|---|---|
0 | 경상남도 | 통영시 | 48220 | 교육세 | 2017 | 0 | 2000 | 12604335000 | 0 |
1 | 경상남도 | 통영시 | 48220 | 등록세 | 2017 | 0 | 23260000 | 0 | 0 |
2 | 경상남도 | 통영시 | 48220 | 재산세 | 2017 | 6241341000 | 1013909000 | 0 | 39 |
3 | 경상남도 | 통영시 | 48220 | 주민세 | 2017 | 126962000 | 37022000 | 0 | 7 |
4 | 경상남도 | 통영시 | 48220 | 취득세 | 2017 | 2555433000 | 5323341000 | 0 | 27 |
5 | 경상남도 | 통영시 | 48220 | 자동차세 | 2017 | 53749000 | 423239000 | 0 | 3 |
6 | 경상남도 | 통영시 | 48220 | 등록면허세 | 2017 | 12423000 | 140047000 | 2927221000 | 5 |
7 | 경상남도 | 통영시 | 48220 | 지역자원시설세 | 2017 | 181446000 | 86414000 | 4604196000 | 6 |
8 | 경상남도 | 통영시 | 48220 | 교육세 | 2018 | 0 | 2000 | 13484839000 | 0 |
9 | 경상남도 | 통영시 | 48220 | 등록세 | 2018 | 0 | 610000 | 0 | 0 |
시도명 | 시군구명 | 자치단체코드 | 세목명 | 과세년도 | 비과세금액(원) | 감면금액(원) | 부과금액(원) | 비과세감면율 | |
---|---|---|---|---|---|---|---|---|---|
38 | 경상남도 | 통영시 | 48220 | 등록면허세 | 2021 | 9620000 | 93247000 | 3356438000 | 3 |
39 | 경상남도 | 통영시 | 48220 | 지역자원시설세 | 2021 | 204318000 | 81936000 | 4936374000 | 6 |
40 | 경상남도 | 통영시 | 48220 | 교육세 | 2022 | 0 | 23000 | 12156701000 | 0 |
41 | 경상남도 | 통영시 | 48220 | 등록세 | 2022 | 0 | 74000 | 0 | 0 |
42 | 경상남도 | 통영시 | 48220 | 재산세 | 2022 | 7914607000 | 1288775000 | 20915098000 | 44 |
43 | 경상남도 | 통영시 | 48220 | 주민세 | 2022 | 67028000 | 230663000 | 2251581000 | 13 |
44 | 경상남도 | 통영시 | 48220 | 취득세 | 2022 | 699654000 | 2607495000 | 26941267000 | 12 |
45 | 경상남도 | 통영시 | 48220 | 자동차세 | 2022 | 57250000 | 351320000 | 14738575000 | 3 |
46 | 경상남도 | 통영시 | 48220 | 등록면허세 | 2022 | 11223000 | 63150000 | 3361364000 | 2 |
47 | 경상남도 | 통영시 | 48220 | 지역자원시설세 | 2022 | 215887000 | 83736000 | 4831501000 | 6 |