Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 33 |
Missing cells | 3 |
Missing cells (%) | 1.1% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.4 KiB |
Average record size in memory | 73.0 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 4 |
Text | 1 |
Dataset
Description | 경상남도 하동군의 지방세징수 현황 (연번, 구분, 세목별, 목표액, 부과액, 징수액, 미수액, 징수율 등)의 정보를 제공하고 있습니다 |
---|---|
URL | https://www.data.go.kr/data/15085755/fileData.do |
목표액 is highly overall correlated with 부과액 and 2 other fields | High correlation |
부과액 is highly overall correlated with 목표액 and 3 other fields | High correlation |
징수액 is highly overall correlated with 목표액 and 3 other fields | High correlation |
구분 is highly overall correlated with 부과액 and 2 other fields | High correlation |
세목별 is highly overall correlated with 목표액 and 3 other fields | High correlation |
미수액 has 2 (6.1%) missing values | Missing |
징수율 has 1 (3.0%) missing values | Missing |
부과액 has unique values | Unique |
징수액 has unique values | Unique |
미수액 has 1 (3.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 06:08:17.973869 |
---|---|
Analysis finished | 2023-12-12 06:08:20.359090 |
Duration | 2.39 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 9.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 396.0 B |
2020 | |
---|---|
2021 | |
2022 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2020 |
---|---|
2nd row | 2020 |
3rd row | 2020 |
4th row | 2020 |
5th row | 2020 |
Common Values
Value | Count | Frequency (%) |
2020 | 11 | |
2021 | 11 | |
2022 | 11 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020 | 11 | |
2021 | 11 | |
2022 | 11 |
구분
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 6.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 396.0 B |
군세 | |
---|---|
도세 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 도세 |
---|---|
2nd row | 도세 |
3rd row | 도세 |
4th row | 도세 |
5th row | 도세 |
Common Values
Value | Count | Frequency (%) |
군세 | 18 | |
도세 | 15 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
군세 | 18 | |
도세 | 15 |
세목별
Categorical
HIGH CORRELATION
 
Distinct | 10 |
---|---|
Distinct (%) | 30.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 396.0 B |
과년도수입 | |
---|---|
취득세 | |
등록면허세 | |
지역자원시설세 | |
지방교육세 | |
Other values (5) |
Length
Max length | 7 |
---|---|
Median length | 5 |
Mean length | 4.5454545 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 취득세 |
---|---|
2nd row | 등록면허세 |
3rd row | 지역자원시설세 |
4th row | 지방교육세 |
5th row | 과년도수입 |
Common Values
Value | Count | Frequency (%) |
과년도수입 | 6 | |
취득세 | 3 | |
등록면허세 | 3 | |
지역자원시설세 | 3 | |
지방교육세 | 3 | |
주민세 | 3 | |
재산세 | 3 | |
자동차세 | 3 | |
담배소비세 | 3 | |
지방소득세 | 3 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
과년도수입 | 6 | |
취득세 | 3 | |
등록면허세 | 3 | |
지역자원시설세 | 3 | |
지방교육세 | 3 | |
주민세 | 3 | |
재산세 | 3 | |
자동차세 | 3 | |
담배소비세 | 3 | |
지방소득세 | 3 |
목표액
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 31 |
---|---|
Distinct (%) | 93.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4154.3333 |
Minimum | 38 |
---|---|
Maximum | 13187 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 429.0 B |
Quantile statistics
Minimum | 38 |
---|---|
5-th percentile | 111.4 |
Q1 | 1200 |
median | 3998 |
Q3 | 5710 |
95-th percentile | 11868.6 |
Maximum | 13187 |
Range | 13149 |
Interquartile range (IQR) | 4510 |
Descriptive statistics
Standard deviation | 3645.9415 |
---|---|
Coefficient of variation (CV) | 0.87762372 |
Kurtosis | 0.5754328 |
Mean | 4154.3333 |
Median Absolute Deviation (MAD) | 2721 |
Skewness | 1.0477338 |
Sum | 137093 |
Variance | 13292889 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1200 | 2 | 6.1% |
450 | 2 | 6.1% |
1226 | 1 | 3.0% |
4600 | 1 | 3.0% |
2850 | 1 | 3.0% |
5850 | 1 | 3.0% |
5000 | 1 | 3.0% |
58 | 1 | 3.0% |
3969 | 1 | 3.0% |
6223 | 1 | 3.0% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
38 | 1 | |
58 | 1 | |
147 | 1 | |
350 | 1 | |
450 | 2 | |
1130 | 1 | |
1150 | 1 | |
1200 | 2 | |
1226 | 1 | |
1277 | 1 |
Value | Count | Frequency (%) |
13187 | 1 | |
12714 | 1 | |
11305 | 1 | |
10028 | 1 | |
8697 | 1 | |
6223 | 1 | |
5850 | 1 | |
5750 | 1 | |
5710 | 1 | |
5000 | 1 |
부과액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 33 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4358.6364 |
Minimum | -483 |
---|---|
Maximum | 12507 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 1 |
Negative (%) | 3.0% |
Memory size | 429.0 B |
Quantile statistics
Minimum | -483 |
---|---|
5-th percentile | 783.8 |
Q1 | 1226 |
median | 4069 |
Q3 | 6273 |
95-th percentile | 11892.8 |
Maximum | 12507 |
Range | 12990 |
Interquartile range (IQR) | 5047 |
Descriptive statistics
Standard deviation | 3407.9232 |
---|---|
Coefficient of variation (CV) | 0.7818783 |
Kurtosis | 0.41313954 |
Mean | 4358.6364 |
Median Absolute Deviation (MAD) | 2757 |
Skewness | 0.88521437 |
Sum | 143835 |
Variance | 11613940 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
12507 | 1 | 3.0% |
4184 | 1 | 3.0% |
2940 | 1 | 3.0% |
5233 | 1 | 3.0% |
1071 | 1 | 3.0% |
12359 | 1 | 3.0% |
1113 | 1 | 3.0% |
7449 | 1 | 3.0% |
1312 | 1 | 3.0% |
1140 | 1 | 3.0% |
Other values (23) | 23 |
Value | Count | Frequency (%) |
-483 | 1 | |
494 | 1 | |
977 | 1 | |
1071 | 1 | |
1101 | 1 | |
1113 | 1 | |
1140 | 1 | |
1223 | 1 | |
1226 | 1 | |
1247 | 1 |
Value | Count | Frequency (%) |
12507 | 1 | |
12359 | 1 | |
11582 | 1 | |
7449 | 1 | |
7421 | 1 | |
7047 | 1 | |
6665 | 1 | |
6351 | 1 | |
6273 | 1 | |
5683 | 1 |
징수액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 33 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4066.4545 |
Minimum | -765 |
---|---|
Maximum | 12276 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 2 |
Negative (%) | 6.1% |
Memory size | 429.0 B |
Quantile statistics
Minimum | -765 |
---|---|
5-th percentile | -200.2 |
Q1 | 1133 |
median | 3913 |
Q3 | 5964 |
95-th percentile | 11262.4 |
Maximum | 12276 |
Range | 13041 |
Interquartile range (IQR) | 4831 |
Descriptive statistics
Standard deviation | 3443.811 |
---|---|
Coefficient of variation (CV) | 0.84688293 |
Kurtosis | 0.10600485 |
Mean | 4066.4545 |
Median Absolute Deviation (MAD) | 2707 |
Skewness | 0.71572564 |
Sum | 134193 |
Variance | 11859834 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11086 | 1 | 3.0% |
4081 | 1 | 3.0% |
2940 | 1 | 3.0% |
4679 | 1 | 3.0% |
376 | 1 | 3.0% |
12276 | 1 | 3.0% |
1107 | 1 | 3.0% |
7426 | 1 | 3.0% |
1050 | 1 | 3.0% |
1133 | 1 | 3.0% |
Other values (23) | 23 |
Value | Count | Frequency (%) |
-765 | 1 | |
-694 | 1 | |
129 | 1 | |
144 | 1 | |
376 | 1 | |
970 | 1 | |
1050 | 1 | |
1107 | 1 | |
1133 | 1 | |
1200 | 1 |
Value | Count | Frequency (%) |
12276 | 1 | |
11527 | 1 | |
11086 | 1 | |
7426 | 1 | |
7407 | 1 | |
7036 | 1 | |
6366 | 1 | |
6091 | 1 | |
5964 | 1 | |
5493 | 1 |
미수액
Real number (ℝ)
MISSING
  ZEROS
 
Distinct | 29 |
---|---|
Distinct (%) | 93.5% |
Missing | 2 |
Missing (%) | 6.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 441.51613 |
Minimum | 0 |
---|---|
Maximum | 6800 |
Zeros | 1 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 429.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 6 |
Q1 | 24 |
median | 129 |
Q3 | 285 |
95-th percentile | 1103 |
Maximum | 6800 |
Range | 6800 |
Interquartile range (IQR) | 261 |
Descriptive statistics
Standard deviation | 1216.081 |
---|---|
Coefficient of variation (CV) | 2.7543297 |
Kurtosis | 27.13677 |
Mean | 441.51613 |
Median Absolute Deviation (MAD) | 113 |
Skewness | 5.0920393 |
Sum | 13687 |
Variance | 1478852.9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
129 | 2 | 6.1% |
6 | 2 | 6.1% |
256 | 1 | 3.0% |
785 | 1 | 3.0% |
294 | 1 | 3.0% |
0 | 1 | 3.0% |
220 | 1 | 3.0% |
190 | 1 | 3.0% |
18 | 1 | 3.0% |
225 | 1 | 3.0% |
Other values (19) | 19 | |
(Missing) | 2 | 6.1% |
Value | Count | Frequency (%) |
0 | 1 | |
6 | 2 | |
10 | 1 | |
13 | 1 | |
16 | 1 | |
18 | 1 | |
23 | 1 | |
25 | 1 | |
55 | 1 | |
83 | 1 |
Value | Count | Frequency (%) |
6800 | 1 | |
1421 | 1 | |
785 | 1 | |
589 | 1 | |
537 | 1 | |
525 | 1 | |
296 | 1 | |
294 | 1 | |
276 | 1 | |
256 | 1 |
징수율
Text
MISSING
 
Distinct | 30 |
---|---|
Distinct (%) | 93.8% |
Missing | 1 |
Missing (%) | 3.0% |
Memory size | 396.0 B |
Value | Count | Frequency (%) |
100.00 | 3 | 9.4% |
6.64 | 1 | 3.1% |
98.61 | 1 | 3.1% |
95.07 | 1 | 3.1% |
96.06 | 1 | 3.1% |
96.66 | 1 | 3.1% |
98.56 | 1 | 3.1% |
80.03 | 1 | 3.1% |
97.54 | 1 | 3.1% |
99.69 | 1 | 3.1% |
Other values (20) | 20 |
Most occurring characters
Value | Count | Frequency (%) |
9 | 35 | |
. | 32 | |
% | 32 | |
0 | 19 | |
6 | 15 | |
1 | 13 | 6.6% |
8 | 13 | 6.6% |
4 | 10 | 5.1% |
5 | 10 | 5.1% |
7 | 8 | 4.1% |
Other values (3) | 9 | 4.6% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 131 | |
Other Punctuation | 64 | |
Dash Punctuation | 1 | 0.5% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
9 | 35 | |
0 | 19 | |
6 | 15 | |
1 | 13 | 9.9% |
8 | 13 | 9.9% |
4 | 10 | 7.6% |
5 | 10 | 7.6% |
7 | 8 | 6.1% |
3 | 7 | 5.3% |
2 | 1 | 0.8% |
Other Punctuation
Value | Count | Frequency (%) |
. | 32 | |
% | 32 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 196 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
9 | 35 | |
. | 32 | |
% | 32 | |
0 | 19 | |
6 | 15 | |
1 | 13 | 6.6% |
8 | 13 | 6.6% |
4 | 10 | 5.1% |
5 | 10 | 5.1% |
7 | 8 | 4.1% |
Other values (3) | 9 | 4.6% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 196 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
9 | 35 | |
. | 32 | |
% | 32 | |
0 | 19 | |
6 | 15 | |
1 | 13 | 6.6% |
8 | 13 | 6.6% |
4 | 10 | 5.1% |
5 | 10 | 5.1% |
7 | 8 | 4.1% |
Other values (3) | 9 | 4.6% |
연도 | 구분 | 세목별 | 목표액 | 부과액 | 징수액 | 미수액 | 징수율 | |
---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.000 |
구분 | 0.000 | 1.000 | 0.976 | 0.350 | 0.865 | 0.846 | 0.096 | 1.000 |
세목별 | 0.000 | 0.976 | 1.000 | 0.877 | 0.926 | 0.952 | 0.000 | 1.000 |
목표액 | 0.000 | 0.350 | 0.877 | 1.000 | 0.945 | 0.945 | 0.000 | 1.000 |
부과액 | 0.000 | 0.865 | 0.926 | 0.945 | 1.000 | 1.000 | 0.863 | 1.000 |
징수액 | 0.000 | 0.846 | 0.952 | 0.945 | 1.000 | 1.000 | 0.000 | 1.000 |
미수액 | 0.070 | 0.096 | 0.000 | 0.000 | 0.863 | 0.000 | 1.000 | 1.000 |
징수율 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
구분 | 연도 | 세목별 | |
---|---|---|---|
구분 | 1.000 | 0.000 | 0.743 |
연도 | 0.000 | 1.000 | 0.000 |
세목별 | 0.743 | 0.000 | 1.000 |
목표액 | 부과액 | 징수액 | 미수액 | 연도 | 구분 | 세목별 | |
---|---|---|---|---|---|---|---|
목표액 | 1.000 | 0.926 | 0.965 | -0.141 | 0.000 | 0.222 | 0.646 |
부과액 | 0.926 | 1.000 | 0.976 | -0.051 | 0.000 | 0.577 | 0.762 |
징수액 | 0.965 | 0.976 | 1.000 | -0.151 | 0.000 | 0.587 | 0.821 |
미수액 | -0.141 | -0.051 | -0.151 | 1.000 | 0.026 | 0.021 | 0.000 |
연도 | 0.000 | 0.000 | 0.000 | 0.026 | 1.000 | 0.000 | 0.000 |
구분 | 0.222 | 0.577 | 0.587 | 0.021 | 0.000 | 1.000 | 0.743 |
세목별 | 0.646 | 0.762 | 0.821 | 0.000 | 0.000 | 0.743 | 1.000 |
연도 | 구분 | 세목별 | 목표액 | 부과액 | 징수액 | 미수액 | 징수율 | |
---|---|---|---|---|---|---|---|---|
0 | 2020 | 도세 | 취득세 | 12714 | 12507 | 11086 | 1421 | 88.64% |
1 | 2020 | 도세 | 등록면허세 | 1226 | 1140 | 1133 | 6800 | 99.39% |
2 | 2020 | 도세 | 지역자원시설세 | 10028 | 7047 | 7036 | 10 | 99.84% |
3 | 2020 | 도세 | 지방교육세 | 3998 | 4069 | 3863 | 204 | 94.94% |
4 | 2020 | 도세 | 과년도수입 | 147 | -483 | -694 | 129 | <NA> |
5 | 2020 | 군세 | 주민세 | 1150 | 1226 | 1200 | 25 | 97.88% |
6 | 2020 | 군세 | 재산세 | 4800 | 5201 | 5074 | 126 | 97.56% |
7 | 2020 | 군세 | 자동차세 | 5710 | 6665 | 6366 | 296 | 95.51% |
8 | 2020 | 군세 | 담배소비세 | 2730 | 2922 | 2922 | <NA> | 100.00% |
9 | 2020 | 군세 | 지방소득세 | 4312 | 5588 | 5430 | 129 | 97.17% |
연도 | 구분 | 세목별 | 목표액 | 부과액 | 징수액 | 미수액 | 징수율 | |
---|---|---|---|---|---|---|---|---|
23 | 2022 | 도세 | 등록면허세 | 1130 | 1113 | 1107 | 6 | 99.46% |
24 | 2022 | 도세 | 지역자원시설세 | 6223 | 7449 | 7426 | 23 | 99.69% |
25 | 2022 | 도세 | 지방교육세 | 3969 | 4184 | 4081 | 103 | 97.54% |
26 | 2022 | 도세 | 과년도수입 | 58 | 1312 | 1050 | 225 | 80.03% |
27 | 2022 | 군세 | 주민세 | 1200 | 1247 | 1229 | 18 | 98.56% |
28 | 2022 | 군세 | 재산세 | 5000 | 5683 | 5493 | 190 | 96.66% |
29 | 2022 | 군세 | 자동차세 | 5850 | 5582 | 5362 | 220 | 96.06% |
30 | 2022 | 군세 | 담배소비세 | 2850 | 3011 | 3011 | 0 | 100.00% |
31 | 2022 | 군세 | 지방소득세 | 4600 | 6273 | 5964 | 294 | 95.07% |
32 | 2022 | 군세 | 과년도수입 | 450 | 494 | -765 | 785 | -154.86% |