Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 57 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.0 KiB |
Average record size in memory | 53.3 B |
Variable types
Numeric | 3 |
---|---|
DateTime | 2 |
Categorical | 1 |
Dataset
Description | 남동구 금연구역 단속 현황(연번,단속연월,장소,위반건수,과태료부과(천원),데이터기준일자)에 대한 데이터를 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/15087378/fileData.do |
장소 has constant value "" | Constant |
데이터기준일자 has constant value "" | Constant |
연번 is highly overall correlated with 위반건수 and 1 other fields | High correlation |
위반건수 is highly overall correlated with 연번 and 1 other fields | High correlation |
과태료부과(천원) is highly overall correlated with 연번 and 1 other fields | High correlation |
연번 has unique values | Unique |
단속연월 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 20:17:29.173885 |
---|---|
Analysis finished | 2023-12-12 20:17:30.390167 |
Duration | 1.22 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 57 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29 |
Minimum | 1 |
---|---|
Maximum | 57 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 645.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3.8 |
Q1 | 15 |
median | 29 |
Q3 | 43 |
95-th percentile | 54.2 |
Maximum | 57 |
Range | 56 |
Interquartile range (IQR) | 28 |
Descriptive statistics
Standard deviation | 16.598193 |
---|---|
Coefficient of variation (CV) | 0.57235147 |
Kurtosis | -1.2 |
Mean | 29 |
Median Absolute Deviation (MAD) | 14 |
Skewness | 0 |
Sum | 1653 |
Variance | 275.5 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.8% |
44 | 1 | 1.8% |
32 | 1 | 1.8% |
33 | 1 | 1.8% |
34 | 1 | 1.8% |
35 | 1 | 1.8% |
36 | 1 | 1.8% |
37 | 1 | 1.8% |
38 | 1 | 1.8% |
39 | 1 | 1.8% |
Other values (47) | 47 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
57 | 1 | |
56 | 1 | |
55 | 1 | |
54 | 1 | |
53 | 1 | |
52 | 1 | |
51 | 1 | |
50 | 1 | |
49 | 1 | |
48 | 1 |
단속연월
Date
UNIQUE
 
Distinct | 57 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 588.0 B |
Minimum | 2022-01-18 00:00:00 |
---|---|
Maximum | 2023-04-30 00:00:00 |
장소
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 588.0 B |
pc방, 복합건축물, 근린공원등 |
---|
Length
Max length | 17 |
---|---|
Median length | 17 |
Mean length | 17 |
Min length | 17 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | pc방, 복합건축물, 근린공원등 |
---|---|
2nd row | pc방, 복합건축물, 근린공원등 |
3rd row | pc방, 복합건축물, 근린공원등 |
4th row | pc방, 복합건축물, 근린공원등 |
5th row | pc방, 복합건축물, 근린공원등 |
Common Values
Value | Count | Frequency (%) |
pc방, 복합건축물, 근린공원등 | 57 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
pc방 | 57 | |
복합건축물 | 57 | |
근린공원등 | 57 |
위반건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 36 |
---|---|
Distinct (%) | 63.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 23.877193 |
Minimum | 1 |
---|---|
Maximum | 71 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 645.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 9 |
median | 18 |
Q3 | 36 |
95-th percentile | 62.4 |
Maximum | 71 |
Range | 70 |
Interquartile range (IQR) | 27 |
Descriptive statistics
Standard deviation | 18.947361 |
---|---|
Coefficient of variation (CV) | 0.79353387 |
Kurtosis | -0.11463058 |
Mean | 23.877193 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 0.83333399 |
Sum | 1361 |
Variance | 359.00251 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 4 | 7.0% |
24 | 3 | 5.3% |
18 | 3 | 5.3% |
12 | 3 | 5.3% |
9 | 2 | 3.5% |
1 | 2 | 3.5% |
52 | 2 | 3.5% |
3 | 2 | 3.5% |
31 | 2 | 3.5% |
38 | 2 | 3.5% |
Other values (26) | 32 |
Value | Count | Frequency (%) |
1 | 2 | |
2 | 4 | |
3 | 2 | |
4 | 1 | 1.8% |
5 | 2 | |
6 | 1 | 1.8% |
7 | 1 | 1.8% |
9 | 2 | |
11 | 2 | |
12 | 3 |
Value | Count | Frequency (%) |
71 | 1 | |
70 | 1 | |
64 | 1 | |
62 | 1 | |
52 | 2 | |
49 | 2 | |
48 | 1 | |
46 | 1 | |
42 | 1 | |
41 | 1 |
과태료부과(천원)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 48 |
---|---|
Distinct (%) | 84.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1955.7018 |
Minimum | 50 |
---|---|
Maximum | 6800 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 645.0 B |
Quantile statistics
Minimum | 50 |
---|---|
5-th percentile | 71 |
Q1 | 560 |
median | 1350 |
Q3 | 2900 |
95-th percentile | 5110 |
Maximum | 6800 |
Range | 6750 |
Interquartile range (IQR) | 2340 |
Descriptive statistics
Standard deviation | 1771.5896 |
---|---|
Coefficient of variation (CV) | 0.9058588 |
Kurtosis | 0.32454745 |
Mean | 1955.7018 |
Median Absolute Deviation (MAD) | 1030 |
Skewness | 1.0366334 |
Sum | 111475 |
Variance | 3138529.9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1300 | 3 | 5.3% |
150 | 3 | 5.3% |
1100 | 3 | 5.3% |
600 | 2 | 3.5% |
50 | 2 | 3.5% |
1350 | 2 | 3.5% |
2950 | 1 | 1.8% |
1665 | 1 | 1.8% |
1940 | 1 | 1.8% |
560 | 1 | 1.8% |
Other values (38) | 38 |
Value | Count | Frequency (%) |
50 | 2 | |
55 | 1 | 1.8% |
75 | 1 | 1.8% |
80 | 1 | 1.8% |
150 | 3 | |
250 | 1 | 1.8% |
275 | 1 | 1.8% |
320 | 1 | 1.8% |
350 | 1 | 1.8% |
450 | 1 | 1.8% |
Value | Count | Frequency (%) |
6800 | 1 | |
6725 | 1 | |
5150 | 1 | |
5100 | 1 | |
4900 | 1 | |
4850 | 1 | |
4750 | 1 | |
4500 | 1 | |
4200 | 1 | |
3750 | 1 |
데이터기준일자
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 588.0 B |
Minimum | 2023-05-11 00:00:00 |
---|---|
Maximum | 2023-05-11 00:00:00 |
연번 | 단속연월 | 위반건수 | 과태료부과(천원) | |
---|---|---|---|---|
연번 | 1.000 | 1.000 | 0.618 | 0.577 |
단속연월 | 1.000 | 1.000 | 1.000 | 1.000 |
위반건수 | 0.618 | 1.000 | 1.000 | 0.884 |
과태료부과(천원) | 0.577 | 1.000 | 0.884 | 1.000 |
연번 | 위반건수 | 과태료부과(천원) | |
---|---|---|---|
연번 | 1.000 | -0.505 | -0.574 |
위반건수 | -0.505 | 1.000 | 0.978 |
과태료부과(천원) | -0.574 | 0.978 | 1.000 |
연번 | 단속연월 | 장소 | 위반건수 | 과태료부과(천원) | 데이터기준일자 | |
---|---|---|---|---|---|---|
0 | 1 | 2022-01-18 | pc방, 복합건축물, 근린공원등 | 13 | 1300 | 2023-05-11 |
1 | 2 | 2022-02-18 | pc방, 복합건축물, 근린공원등 | 42 | 4200 | 2023-05-11 |
2 | 3 | 2022-03-18 | pc방, 복합건축물, 근린공원등 | 49 | 4750 | 2023-05-11 |
3 | 4 | 2022-04-18 | pc방, 복합건축물, 근린공원등 | 71 | 6800 | 2023-05-11 |
4 | 5 | 2022-05-18 | pc방, 복합건축물, 근린공원등 | 70 | 6725 | 2023-05-11 |
5 | 6 | 2022-06-18 | pc방, 복합건축물, 근린공원등 | 49 | 4850 | 2023-05-11 |
6 | 7 | 2022-07-18 | pc방, 복합건축물, 근린공원등 | 36 | 3550 | 2023-05-11 |
7 | 8 | 2022-08-18 | pc방, 복합건축물, 근린공원등 | 11 | 1050 | 2023-05-11 |
8 | 9 | 2022-09-18 | pc방, 복합건축물, 근린공원등 | 18 | 1300 | 2023-05-11 |
9 | 10 | 2022-01-19 | pc방, 복합건축물, 근린공원등 | 13 | 1100 | 2023-05-11 |
연번 | 단속연월 | 장소 | 위반건수 | 과태료부과(천원) | 데이터기준일자 | |
---|---|---|---|---|---|---|
47 | 48 | 2022-07-31 | pc방, 복합건축물, 근린공원등 | 14 | 700 | 2023-05-11 |
48 | 49 | 2022-08-31 | pc방, 복합건축물, 근린공원등 | 12 | 600 | 2023-05-11 |
49 | 50 | 2022-09-30 | pc방, 복합건축물, 근린공원등 | 17 | 850 | 2023-05-11 |
50 | 51 | 2022-10-31 | pc방, 복합건축물, 근린공원등 | 12 | 600 | 2023-05-11 |
51 | 52 | 2022-11-30 | pc방, 복합건축물, 근린공원등 | 5 | 450 | 2023-05-11 |
52 | 53 | 2022-12-31 | pc방, 복합건축물, 근린공원등 | 5 | 500 | 2023-05-11 |
53 | 54 | 2023-01-31 | pc방, 복합건축물, 근린공원등 | 1 | 50 | 2023-05-11 |
54 | 55 | 2023-02-28 | pc방, 복합건축물, 근린공원등 | 2 | 150 | 2023-05-11 |
55 | 56 | 2023-03-31 | pc방, 복합건축물, 근린공원등 | 21 | 1100 | 2023-05-11 |
56 | 57 | 2023-04-30 | pc방, 복합건축물, 근린공원등 | 11 | 55 | 2023-05-11 |