Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 80 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.6 KiB |
Average record size in memory | 45.6 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 2 |
Dataset
Description | 서울특별시 강북구 동별 주정차 단속현황 (년도 자료, 동명 자료,견인건수 자료,단속건수 자료,단속원금 자료)에 관한 자료입니다. |
---|---|
Author | 서울특별시 강북구 |
URL | https://www.data.go.kr/data/15034473/fileData.do |
통계기준 is highly overall correlated with 견인건수 | High correlation |
견인건수 is highly overall correlated with 단속건수 and 3 other fields | High correlation |
연도 is highly overall correlated with 견인건수 | High correlation |
단속건수 is highly overall correlated with 단속원금(원) and 1 other fields | High correlation |
단속원금(원) is highly overall correlated with 단속건수 and 1 other fields | High correlation |
견인건수 is highly imbalanced (81.3%) | Imbalance |
Reproduction
Analysis started | 2023-12-12 14:00:33.913901 |
---|---|
Analysis finished | 2023-12-12 14:00:34.776127 |
Duration | 0.86 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 6.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 772.0 B |
2020 | |
---|---|
2017 | |
2018 | |
2021 | |
2019 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2021 |
---|---|
2nd row | 2021 |
3rd row | 2021 |
4th row | 2021 |
5th row | 2021 |
Common Values
Value | Count | Frequency (%) |
2020 | 17 | |
2017 | 17 | |
2018 | 16 | |
2021 | 15 | |
2019 | 15 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020 | 17 | |
2017 | 17 | |
2018 | 16 | |
2021 | 15 | |
2019 | 15 |
통계기준
Categorical
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 22.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 772.0 B |
강북구 | 5 |
---|---|
송중동 | 5 |
우이동 | 5 |
수유동 | 5 |
수유3동 | 5 |
Other values (13) |
Length
Max length | 5 |
---|---|
Median length | 3 |
Mean length | 3.225 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 강북구 |
---|---|
2nd row | 미아동 |
3rd row | 번1동 |
4th row | 번2동 |
5th row | 번3동 |
Common Values
Value | Count | Frequency (%) |
강북구 | 5 | 6.2% |
송중동 | 5 | 6.2% |
우이동 | 5 | 6.2% |
수유동 | 5 | 6.2% |
수유3동 | 5 | 6.2% |
인수동 | 5 | 6.2% |
수유1동 | 5 | 6.2% |
미아동 | 5 | 6.2% |
삼양동 | 5 | 6.2% |
번동 | 5 | 6.2% |
Other values (8) | 30 |
Length
Value | Count | Frequency (%) |
강북구 | 5 | 6.0% |
미아동 | 5 | 6.0% |
번1동 | 5 | 6.0% |
번2동 | 5 | 6.0% |
번3동 | 5 | 6.0% |
송중동 | 5 | 6.0% |
삼양동 | 5 | 6.0% |
번동 | 5 | 6.0% |
수유1동 | 5 | 6.0% |
인수동 | 5 | 6.0% |
Other values (9) | 34 |
견인건수
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 6 |
---|---|
Distinct (%) | 7.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 772.0 B |
<NA> | |
---|---|
2340 | 1 |
3204 | 1 |
1186 | 1 |
1144 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 5 ? |
---|---|
Unique (%) | 6.2% |
Sample
1st row | 2340 |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 75 | |
2340 | 1 | 1.2% |
3204 | 1 | 1.2% |
1186 | 1 | 1.2% |
1144 | 1 | 1.2% |
1652 | 1 | 1.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 75 | |
2340 | 1 | 1.2% |
3204 | 1 | 1.2% |
1186 | 1 | 1.2% |
1144 | 1 | 1.2% |
1652 | 1 | 1.2% |
단속건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 72 |
---|---|
Distinct (%) | 90.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3459.6 |
Minimum | 1 |
---|---|
Maximum | 23719 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 852.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2.95 |
Q1 | 100.5 |
median | 642 |
Q3 | 3427.75 |
95-th percentile | 18655.95 |
Maximum | 23719 |
Range | 23718 |
Interquartile range (IQR) | 3327.25 |
Descriptive statistics
Standard deviation | 6038.3394 |
---|---|
Coefficient of variation (CV) | 1.7453866 |
Kurtosis | 3.1290072 |
Mean | 3459.6 |
Median Absolute Deviation (MAD) | 636.5 |
Skewness | 2.0762363 |
Sum | 276768 |
Variance | 36461543 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 3 | 3.8% |
1 | 3 | 3.8% |
4 | 3 | 3.8% |
331 | 2 | 2.5% |
6 | 2 | 2.5% |
1139 | 1 | 1.2% |
101 | 1 | 1.2% |
980 | 1 | 1.2% |
17052 | 1 | 1.2% |
5172 | 1 | 1.2% |
Other values (62) | 62 |
Value | Count | Frequency (%) |
1 | 3 | |
2 | 1 | 1.2% |
3 | 3 | |
4 | 3 | |
5 | 1 | 1.2% |
6 | 2 | |
11 | 1 | 1.2% |
68 | 1 | 1.2% |
69 | 1 | 1.2% |
77 | 1 | 1.2% |
Value | Count | Frequency (%) |
23719 | 1 | |
20695 | 1 | |
20603 | 1 | |
19605 | 1 | |
18606 | 1 | |
18489 | 1 | |
17052 | 1 | |
15763 | 1 | |
15649 | 1 | |
12954 | 1 |
단속원금(원)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 75 |
---|---|
Distinct (%) | 93.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.5439162 × 108 |
Minimum | 40000 |
---|---|
Maximum | 1.08317 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 852.0 B |
Quantile statistics
Minimum | 40000 |
---|---|
5-th percentile | 118000 |
Q1 | 7097500 |
median | 36422500 |
Q3 | 1.3815 × 108 |
95-th percentile | 8.5551825 × 108 |
Maximum | 1.08317 × 109 |
Range | 1.08313 × 109 |
Interquartile range (IQR) | 1.310525 × 108 |
Descriptive statistics
Standard deviation | 2.6818783 × 108 |
---|---|
Coefficient of variation (CV) | 1.7370621 |
Kurtosis | 3.2873694 |
Mean | 1.5439162 × 108 |
Median Absolute Deviation (MAD) | 36177500 |
Skewness | 2.1055054 |
Sum | 1.235133 × 1010 |
Variance | 7.1924714 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
160000 | 4 | 5.0% |
40000 | 3 | 3.8% |
45710000 | 1 | 1.2% |
30070000 | 1 | 1.2% |
730495000 | 1 | 1.2% |
206425000 | 1 | 1.2% |
46980000 | 1 | 1.2% |
18560000 | 1 | 1.2% |
101300000 | 1 | 1.2% |
8090000 | 1 | 1.2% |
Other values (65) | 65 |
Value | Count | Frequency (%) |
40000 | 3 | |
80000 | 1 | 1.2% |
120000 | 1 | 1.2% |
130000 | 1 | 1.2% |
160000 | 4 | |
210000 | 1 | 1.2% |
240000 | 1 | 1.2% |
250000 | 1 | 1.2% |
440000 | 1 | 1.2% |
2760000 | 1 | 1.2% |
Value | Count | Frequency (%) |
1083170000 | 1 | |
912150000 | 1 | |
903720000 | 1 | |
883795000 | 1 | |
854030000 | 1 | |
802135000 | 1 | |
730495000 | 1 | |
704685000 | 1 | |
680505000 | 1 | |
588320000 | 1 |
연도 | 통계기준 | 견인건수 | 단속건수 | 단속원금(원) | |
---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 |
통계기준 | 0.000 | 1.000 | NaN | 0.826 | 0.694 |
견인건수 | 1.000 | NaN | 1.000 | NaN | NaN |
단속건수 | 0.000 | 0.826 | NaN | 1.000 | 0.986 |
단속원금(원) | 0.000 | 0.694 | NaN | 0.986 | 1.000 |
통계기준 | 견인건수 | 연도 | |
---|---|---|---|
통계기준 | 1.000 | 1.000 | 0.000 |
견인건수 | 1.000 | 1.000 | 1.000 |
연도 | 0.000 | 1.000 | 1.000 |
단속건수 | 단속원금(원) | 연도 | 통계기준 | 견인건수 | |
---|---|---|---|---|---|
단속건수 | 1.000 | 0.993 | 0.000 | 0.400 | 1.000 |
단속원금(원) | 0.993 | 1.000 | 0.000 | 0.295 | 1.000 |
연도 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 |
통계기준 | 0.400 | 0.295 | 0.000 | 1.000 | 1.000 |
견인건수 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
연도 | 통계기준 | 견인건수 | 단속건수 | 단속원금(원) | |
---|---|---|---|---|---|
0 | 2021 | 강북구 | 2340 | 1139 | 45710000 |
1 | 2021 | 미아동 | <NA> | 18606 | 903720000 |
2 | 2021 | 번1동 | <NA> | 3 | 130000 |
3 | 2021 | 번2동 | <NA> | 2 | 80000 |
4 | 2021 | 번3동 | <NA> | 1 | 40000 |
5 | 2021 | 번동 | <NA> | 7978 | 391330000 |
6 | 2021 | 삼양동 | <NA> | 5 | 210000 |
7 | 2021 | 송중동 | <NA> | 3 | 160000 |
8 | 2021 | 수유1동 | <NA> | 3 | 120000 |
9 | 2021 | 수유2동 | <NA> | 4 | 160000 |
연도 | 통계기준 | 견인건수 | 단속건수 | 단속원금(원) | |
---|---|---|---|---|---|
70 | 2017 | 번동 | <NA> | 7017 | 305360000 |
71 | 2017 | 삼양동 | <NA> | 96 | 7720000 |
72 | 2017 | 송중동 | <NA> | 2246 | 112380000 |
73 | 2017 | 송천동 | <NA> | 521 | 36095000 |
74 | 2017 | 수유1동 | <NA> | 1259 | 50720000 |
75 | 2017 | 수유3동 | <NA> | 4171 | 167615000 |
76 | 2017 | 수유동 | <NA> | 20603 | 883795000 |
77 | 2017 | 시민신고웹 | <NA> | 6 | 250000 |
78 | 2017 | 우이동 | <NA> | 1037 | 55220000 |
79 | 2017 | 인수동 | <NA> | 546 | 43860000 |