Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 84 |
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 | 62.6 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 1 |
DateTime | 1 |
Dataset
Description | 대구광역시 남구 체납차량 번호판 영치실적 현황에 대한 데이터로 영치년도, 영치건수, 체납건수, 체납금액의 항목을 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/15093510/fileData.do |
영치기관 has constant value "" | Constant |
데이터기준일자 has constant value "" | Constant |
영치건수 is highly overall correlated with 체납건수 and 1 other fields | High correlation |
체납건수 is highly overall correlated with 영치건수 and 1 other fields | High correlation |
체납금액(백만원 단위) is highly overall correlated with 영치건수 and 1 other fields | High correlation |
영치건수 has 4 (4.8%) zeros | Zeros |
체납건수 has 4 (4.8%) zeros | Zeros |
체납금액(백만원 단위) has 6 (7.1%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 23:46:54.179881 |
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Analysis finished | 2023-12-12 23:46:57.097588 |
Duration | 2.92 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
영치년도
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2019 |
Minimum | 2016 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 888.0 B |
Quantile statistics
Minimum | 2016 |
---|---|
5-th percentile | 2016 |
Q1 | 2017 |
median | 2019 |
Q3 | 2021 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 6 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.0120121 |
---|---|
Coefficient of variation (CV) | 0.00099653894 |
Kurtosis | -1.2527477 |
Mean | 2019 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0 |
Sum | 169596 |
Variance | 4.0481928 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2016 | 12 | |
2017 | 12 | |
2018 | 12 | |
2019 | 12 | |
2020 | 12 | |
2021 | 12 | |
2022 | 12 |
Value | Count | Frequency (%) |
2016 | 12 | |
2017 | 12 | |
2018 | 12 | |
2019 | 12 | |
2020 | 12 | |
2021 | 12 | |
2022 | 12 |
Value | Count | Frequency (%) |
2022 | 12 | |
2021 | 12 | |
2020 | 12 | |
2019 | 12 | |
2018 | 12 | |
2017 | 12 | |
2016 | 12 |
영치월
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 14.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.5 |
Minimum | 1 |
---|---|
Maximum | 12 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 888.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 3.75 |
median | 6.5 |
Q3 | 9.25 |
95-th percentile | 12 |
Maximum | 12 |
Range | 11 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.4727858 |
---|---|
Coefficient of variation (CV) | 0.53427473 |
Kurtosis | -1.2174655 |
Mean | 6.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 546 |
Variance | 12.060241 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 7 | |
2 | 7 | |
3 | 7 | |
4 | 7 | |
5 | 7 | |
6 | 7 | |
7 | 7 | |
8 | 7 | |
9 | 7 | |
10 | 7 | |
Other values (2) | 14 |
Value | Count | Frequency (%) |
1 | 7 | |
2 | 7 | |
3 | 7 | |
4 | 7 | |
5 | 7 | |
6 | 7 | |
7 | 7 | |
8 | 7 | |
9 | 7 | |
10 | 7 |
Value | Count | Frequency (%) |
12 | 7 | |
11 | 7 | |
10 | 7 | |
9 | 7 | |
8 | 7 | |
7 | 7 | |
6 | 7 | |
5 | 7 | |
4 | 7 | |
3 | 7 |
영치건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 64 |
---|---|
Distinct (%) | 76.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 60.880952 |
Minimum | 0 |
---|---|
Maximum | 177 |
Zeros | 4 |
Zeros (%) | 4.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 888.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 29.5 |
median | 61 |
Q3 | 94 |
95-th percentile | 120.25 |
Maximum | 177 |
Range | 177 |
Interquartile range (IQR) | 64.5 |
Descriptive statistics
Standard deviation | 40.309766 |
---|---|
Coefficient of variation (CV) | 0.662108 |
Kurtosis | -0.35747738 |
Mean | 60.880952 |
Median Absolute Deviation (MAD) | 33 |
Skewness | 0.27671473 |
Sum | 5114 |
Variance | 1624.8772 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
102 | 4 | 4.8% |
0 | 4 | 4.8% |
94 | 3 | 3.6% |
46 | 3 | 3.6% |
69 | 2 | 2.4% |
1 | 2 | 2.4% |
80 | 2 | 2.4% |
10 | 2 | 2.4% |
105 | 2 | 2.4% |
24 | 2 | 2.4% |
Other values (54) | 58 |
Value | Count | Frequency (%) |
0 | 4 | |
1 | 2 | |
2 | 1 | 1.2% |
3 | 1 | 1.2% |
4 | 1 | 1.2% |
5 | 1 | 1.2% |
9 | 1 | 1.2% |
10 | 2 | |
11 | 1 | 1.2% |
13 | 1 | 1.2% |
Value | Count | Frequency (%) |
177 | 1 | |
154 | 1 | |
141 | 1 | |
126 | 1 | |
121 | 1 | |
116 | 1 | |
115 | 1 | |
105 | 2 | |
104 | 1 | |
103 | 1 |
체납건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 77 |
---|---|
Distinct (%) | 91.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 186.16667 |
Minimum | 0 |
---|---|
Maximum | 527 |
Zeros | 4 |
Zeros (%) | 4.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 888.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.3 |
Q1 | 90.5 |
median | 191 |
Q3 | 271.5 |
95-th percentile | 372.95 |
Maximum | 527 |
Range | 527 |
Interquartile range (IQR) | 181 |
Descriptive statistics
Standard deviation | 123.36017 |
---|---|
Coefficient of variation (CV) | 0.66263295 |
Kurtosis | -0.29011886 |
Mean | 186.16667 |
Median Absolute Deviation (MAD) | 91 |
Skewness | 0.32953364 |
Sum | 15638 |
Variance | 15217.731 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4 | 4.8% |
282 | 2 | 2.4% |
25 | 2 | 2.4% |
162 | 2 | 2.4% |
257 | 2 | 2.4% |
51 | 1 | 1.2% |
267 | 1 | 1.2% |
311 | 1 | 1.2% |
367 | 1 | 1.2% |
3 | 1 | 1.2% |
Other values (67) | 67 |
Value | Count | Frequency (%) |
0 | 4 | |
1 | 1 | 1.2% |
3 | 1 | 1.2% |
7 | 1 | 1.2% |
8 | 1 | 1.2% |
22 | 1 | 1.2% |
25 | 2 | |
32 | 1 | 1.2% |
34 | 1 | 1.2% |
35 | 1 | 1.2% |
Value | Count | Frequency (%) |
527 | 1 | |
490 | 1 | |
434 | 1 | |
424 | 1 | |
374 | 1 | |
367 | 1 | |
347 | 1 | |
336 | 1 | |
335 | 1 | |
334 | 1 |
체납금액(백만원 단위)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 44 |
---|---|
Distinct (%) | 52.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 25.369048 |
Minimum | 0 |
---|---|
Maximum | 70 |
Zeros | 6 |
Zeros (%) | 7.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 888.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 11 |
median | 26.5 |
Q3 | 38 |
95-th percentile | 52.7 |
Maximum | 70 |
Range | 70 |
Interquartile range (IQR) | 27 |
Descriptive statistics
Standard deviation | 17.165235 |
---|---|
Coefficient of variation (CV) | 0.67662119 |
Kurtosis | -0.462175 |
Mean | 25.369048 |
Median Absolute Deviation (MAD) | 12.5 |
Skewness | 0.30990218 |
Sum | 2131 |
Variance | 294.6453 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 6 | 7.1% |
5 | 4 | 4.8% |
28 | 3 | 3.6% |
32 | 3 | 3.6% |
10 | 3 | 3.6% |
19 | 3 | 3.6% |
27 | 3 | 3.6% |
43 | 3 | 3.6% |
39 | 3 | 3.6% |
38 | 3 | 3.6% |
Other values (34) | 50 |
Value | Count | Frequency (%) |
0 | 6 | |
1 | 2 | 2.4% |
2 | 2 | 2.4% |
3 | 1 | 1.2% |
4 | 1 | 1.2% |
5 | 4 | |
6 | 1 | 1.2% |
10 | 3 | |
11 | 2 | 2.4% |
12 | 2 | 2.4% |
Value | Count | Frequency (%) |
70 | 1 | |
69 | 1 | |
57 | 1 | |
56 | 1 | |
53 | 1 | |
51 | 1 | |
48 | 1 | |
47 | 2 | |
46 | 2 | |
45 | 1 |
영치기관
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 804.0 B |
대구광역시 남구 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 대구광역시 남구 |
---|---|
2nd row | 대구광역시 남구 |
3rd row | 대구광역시 남구 |
4th row | 대구광역시 남구 |
5th row | 대구광역시 남구 |
Common Values
Value | Count | Frequency (%) |
대구광역시 남구 | 84 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
대구광역시 | 84 | |
남구 | 84 |
데이터기준일자
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 804.0 B |
Minimum | 2022-12-31 00:00:00 |
---|---|
Maximum | 2022-12-31 00:00:00 |
영치년도 | 영치월 | 영치건수 | 체납건수 | 체납금액(백만원 단위) | |
---|---|---|---|---|---|
영치년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
영치월 | 0.000 | 1.000 | 0.557 | 0.418 | 0.637 |
영치건수 | 0.000 | 0.557 | 1.000 | 0.969 | 0.955 |
체납건수 | 0.000 | 0.418 | 0.969 | 1.000 | 0.982 |
체납금액(백만원 단위) | 0.000 | 0.637 | 0.955 | 0.982 | 1.000 |
영치년도 | 영치월 | 영치건수 | 체납건수 | 체납금액(백만원 단위) | |
---|---|---|---|---|---|
영치년도 | 1.000 | 0.000 | 0.006 | 0.020 | 0.039 |
영치월 | 0.000 | 1.000 | 0.366 | 0.341 | 0.333 |
영치건수 | 0.006 | 0.366 | 1.000 | 0.980 | 0.974 |
체납건수 | 0.020 | 0.341 | 0.980 | 1.000 | 0.992 |
체납금액(백만원 단위) | 0.039 | 0.333 | 0.974 | 0.992 | 1.000 |
영치년도 | 영치월 | 영치건수 | 체납건수 | 체납금액(백만원 단위) | 영치기관 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|
0 | 2016 | 1 | 22 | 51 | 6 | 대구광역시 남구 | 2022-12-31 |
1 | 2016 | 2 | 21 | 81 | 10 | 대구광역시 남구 | 2022-12-31 |
2 | 2016 | 3 | 89 | 282 | 41 | 대구광역시 남구 | 2022-12-31 |
3 | 2016 | 4 | 73 | 196 | 26 | 대구광역시 남구 | 2022-12-31 |
4 | 2016 | 5 | 53 | 162 | 24 | 대구광역시 남구 | 2022-12-31 |
5 | 2016 | 6 | 94 | 233 | 31 | 대구광역시 남구 | 2022-12-31 |
6 | 2016 | 7 | 46 | 174 | 21 | 대구광역시 남구 | 2022-12-31 |
7 | 2016 | 8 | 48 | 214 | 30 | 대구광역시 남구 | 2022-12-31 |
8 | 2016 | 9 | 104 | 295 | 43 | 대구광역시 남구 | 2022-12-31 |
9 | 2016 | 10 | 121 | 335 | 46 | 대구광역시 남구 | 2022-12-31 |
영치년도 | 영치월 | 영치건수 | 체납건수 | 체납금액(백만원 단위) | 영치기관 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|
74 | 2022 | 3 | 3 | 7 | 1 | 대구광역시 남구 | 2022-12-31 |
75 | 2022 | 4 | 115 | 374 | 53 | 대구광역시 남구 | 2022-12-31 |
76 | 2022 | 5 | 105 | 347 | 45 | 대구광역시 남구 | 2022-12-31 |
77 | 2022 | 6 | 76 | 201 | 32 | 대구광역시 남구 | 2022-12-31 |
78 | 2022 | 7 | 154 | 490 | 70 | 대구광역시 남구 | 2022-12-31 |
79 | 2022 | 8 | 62 | 180 | 27 | 대구광역시 남구 | 2022-12-31 |
80 | 2022 | 9 | 83 | 257 | 37 | 대구광역시 남구 | 2022-12-31 |
81 | 2022 | 10 | 69 | 246 | 36 | 대구광역시 남구 | 2022-12-31 |
82 | 2022 | 11 | 102 | 314 | 47 | 대구광역시 남구 | 2022-12-31 |
83 | 2022 | 12 | 13 | 34 | 5 | 대구광역시 남구 | 2022-12-31 |