Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 4980 |
Missing cells | 9960 |
Missing cells (%) | 18.2% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 471.9 KiB |
Average record size in memory | 97.0 B |
Variable types
DateTime | 1 |
---|---|
Categorical | 4 |
Text | 1 |
Numeric | 3 |
Unsupported | 2 |
Dataset
Description | 서울특별시 강서구의 관심차량 월별통계정보를 제공합니다. 통계월, 관심차량구분명, 촉탁구분명, 시설물분류명, 발생건수, 취소건수, 승인건수 등의 항목을 포함하고 있습니다. |
---|---|
Author | 서울특별시 강서구 |
URL | https://www.data.go.kr/data/15072596/fileData.do |
승인건수 has constant value "" | Constant |
완료건수 has constant value "" | Constant |
발생건수 is highly overall correlated with 취소건수 and 1 other fields | High correlation |
취소건수 is highly overall correlated with 발생건수 and 1 other fields | High correlation |
푸시건수 is highly overall correlated with 발생건수 and 1 other fields | High correlation |
영치건수 has 4980 (100.0%) missing values | Missing |
영치금액 has 4980 (100.0%) missing values | Missing |
영치건수 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
영치금액 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
발생건수 has 3120 (62.7%) zeros | Zeros |
취소건수 has 3130 (62.9%) zeros | Zeros |
푸시건수 has 3130 (62.9%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 16:36:23.203114 |
---|---|
Analysis finished | 2023-12-12 16:36:24.849159 |
Duration | 1.65 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
통계월
Date
Distinct | 10 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 39.0 KiB |
Minimum | 2020-01-01 00:00:00 |
---|---|
Maximum | 2020-10-01 00:00:00 |
관심차량구분명
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 39.0 KiB |
3 | |
---|---|
5 | |
30 | |
20 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.3614458 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 3 |
---|---|
2nd row | 3 |
3rd row | 3 |
4th row | 3 |
5th row | 3 |
Common Values
Value | Count | Frequency (%) |
3 | 1630 | |
5 | 1550 | |
30 | 1500 | |
20 | 300 | 6.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
3 | 1630 | |
5 | 1550 | |
30 | 1500 | |
20 | 300 | 6.0% |
촉탁구분명
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 39.0 KiB |
0 | |
---|---|
1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 2860 | |
1 | 2120 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 2860 | |
1 | 2120 |
시설물분류명
Text
Distinct | 132 |
---|---|
Distinct (%) | 2.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 39.0 KiB |
Length
Max length | 21 |
---|---|
Median length | 21 |
Mean length | 20.911044 |
Min length | 20 |
Characters and Unicode
Total characters | 104137 |
---|---|
Distinct characters | 14 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 11500CTVGTV100000484 |
---|---|
2nd row | 11500CTVGTV100000485 |
3rd row | 11500CTVGTV100000486 |
4th row | 11500CTVGTV1000005531 |
5th row | 11500CTVGTV1000005561 |
Value | Count | Frequency (%) |
11500ctvgtv1000023960 | 70 | 1.4% |
11500ctvgtv1000026775 | 70 | 1.4% |
11500ctvgtv1000016266 | 70 | 1.4% |
11500ctvgtv1000022249 | 70 | 1.4% |
11500ctvgtv1000014557 | 70 | 1.4% |
11500ctvgtv100000485 | 70 | 1.4% |
11500ctvgtv1000012848 | 70 | 1.4% |
11500ctvgtv1000011136 | 70 | 1.4% |
11500ctvgtv1000020540 | 70 | 1.4% |
11500ctvgtv1000017975 | 70 | 1.4% |
Other values (122) | 4280 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 32013 | |
1 | 19582 | |
T | 9960 | 9.6% |
V | 9960 | 9.6% |
5 | 6685 | 6.4% |
C | 4980 | 4.8% |
G | 4980 | 4.8% |
2 | 3929 | 3.8% |
6 | 2507 | 2.4% |
4 | 2367 | 2.3% |
Other values (4) | 7174 | 6.9% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 74257 | |
Uppercase Letter | 29880 |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 32013 | |
1 | 19582 | |
5 | 6685 | 9.0% |
2 | 3929 | 5.3% |
6 | 2507 | 3.4% |
4 | 2367 | 3.2% |
7 | 2356 | 3.2% |
8 | 1664 | 2.2% |
3 | 1661 | 2.2% |
9 | 1493 | 2.0% |
Uppercase Letter
Value | Count | Frequency (%) |
T | 9960 | |
V | 9960 | |
C | 4980 | |
G | 4980 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 74257 | |
Latin | 29880 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 32013 | |
1 | 19582 | |
5 | 6685 | 9.0% |
2 | 3929 | 5.3% |
6 | 2507 | 3.4% |
4 | 2367 | 3.2% |
7 | 2356 | 3.2% |
8 | 1664 | 2.2% |
3 | 1661 | 2.2% |
9 | 1493 | 2.0% |
Latin
Value | Count | Frequency (%) |
T | 9960 | |
V | 9960 | |
C | 4980 | |
G | 4980 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 104137 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 32013 | |
1 | 19582 | |
T | 9960 | 9.6% |
V | 9960 | 9.6% |
5 | 6685 | 6.4% |
C | 4980 | 4.8% |
G | 4980 | 4.8% |
2 | 3929 | 3.8% |
6 | 2507 | 2.4% |
4 | 2367 | 2.3% |
Other values (4) | 7174 | 6.9% |
발생건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 65 |
---|---|
Distinct (%) | 1.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.164659 |
Minimum | 0 |
---|---|
Maximum | 286 |
Zeros | 3120 |
Zeros (%) | 62.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 43.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 3 |
95-th percentile | 66 |
Maximum | 286 |
Range | 286 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 30.496873 |
---|---|
Coefficient of variation (CV) | 3.000285 |
Kurtosis | 28.255065 |
Mean | 10.164659 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.8205258 |
Sum | 50620 |
Variance | 930.05924 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 3120 | |
1 | 360 | 7.2% |
2 | 150 | 3.0% |
3 | 120 | 2.4% |
5 | 100 | 2.0% |
10 | 80 | 1.6% |
4 | 70 | 1.4% |
14 | 50 | 1.0% |
6 | 50 | 1.0% |
9 | 50 | 1.0% |
Other values (55) | 830 | 16.7% |
Value | Count | Frequency (%) |
0 | 3120 | |
1 | 360 | 7.2% |
2 | 150 | 3.0% |
3 | 120 | 2.4% |
4 | 70 | 1.4% |
5 | 100 | 2.0% |
6 | 50 | 1.0% |
7 | 30 | 0.6% |
8 | 10 | 0.2% |
9 | 50 | 1.0% |
Value | Count | Frequency (%) |
286 | 10 | |
241 | 10 | |
196 | 10 | |
183 | 10 | |
176 | 10 | |
148 | 10 | |
146 | 10 | |
125 | 10 | |
119 | 10 | |
117 | 10 |
취소건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 52 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.1646586 |
Minimum | 0 |
---|---|
Maximum | 134 |
Zeros | 3130 |
Zeros (%) | 62.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 43.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 3 |
95-th percentile | 35 |
Maximum | 134 |
Range | 134 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 15.923377 |
---|---|
Coefficient of variation (CV) | 2.5830103 |
Kurtosis | 19.916195 |
Mean | 6.1646586 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.0588697 |
Sum | 30700 |
Variance | 253.55392 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 3130 | |
1 | 370 | 7.4% |
2 | 140 | 2.8% |
3 | 130 | 2.6% |
4 | 100 | 2.0% |
9 | 80 | 1.6% |
10 | 80 | 1.6% |
5 | 80 | 1.6% |
18 | 60 | 1.2% |
6 | 50 | 1.0% |
Other values (42) | 760 | 15.3% |
Value | Count | Frequency (%) |
0 | 3130 | |
1 | 370 | 7.4% |
2 | 140 | 2.8% |
3 | 130 | 2.6% |
4 | 100 | 2.0% |
5 | 80 | 1.6% |
6 | 50 | 1.0% |
7 | 50 | 1.0% |
8 | 20 | 0.4% |
9 | 80 | 1.6% |
Value | Count | Frequency (%) |
134 | 10 | |
115 | 10 | |
100 | 10 | |
89 | 10 | |
88 | 10 | |
76 | 20 | |
69 | 10 | |
66 | 10 | |
65 | 10 | |
63 | 10 |
승인건수
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 39.0 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 4980 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 4980 |
완료건수
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 39.0 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 4980 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 4980 |
영치건수
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 4980 |
---|---|
Missing (%) | 100.0% |
Memory size | 43.9 KiB |
영치금액
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 4980 |
---|---|
Missing (%) | 100.0% |
Memory size | 43.9 KiB |
푸시건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 100 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 52.375502 |
Minimum | 0 |
---|---|
Maximum | 1258 |
Zeros | 3130 |
Zeros (%) | 62.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 43.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 24 |
95-th percentile | 288 |
Maximum | 1258 |
Range | 1258 |
Interquartile range (IQR) | 24 |
Descriptive statistics
Standard deviation | 143.10629 |
---|---|
Coefficient of variation (CV) | 2.7323135 |
Kurtosis | 25.149656 |
Mean | 52.375502 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.5130684 |
Sum | 260830 |
Variance | 20479.411 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 3130 | |
6 | 320 | 6.4% |
12 | 100 | 2.0% |
2 | 60 | 1.2% |
60 | 50 | 1.0% |
50 | 50 | 1.0% |
48 | 40 | 0.8% |
38 | 40 | 0.8% |
14 | 40 | 0.8% |
28 | 40 | 0.8% |
Other values (90) | 1110 | 22.3% |
Value | Count | Frequency (%) |
0 | 3130 | |
2 | 60 | 1.2% |
4 | 10 | 0.2% |
6 | 320 | 6.4% |
8 | 10 | 0.2% |
12 | 100 | 2.0% |
14 | 40 | 0.8% |
16 | 30 | 0.6% |
18 | 30 | 0.6% |
24 | 20 | 0.4% |
Value | Count | Frequency (%) |
1258 | 10 | |
1150 | 10 | |
922 | 10 | |
856 | 10 | |
812 | 10 | |
742 | 10 | |
724 | 10 | |
688 | 10 | |
550 | 10 | |
516 | 10 |
통계월 | 관심차량구분명 | 촉탁구분명 | 발생건수 | 취소건수 | 푸시건수 | |
---|---|---|---|---|---|---|
통계월 | 1.000 | 0.000 | 0.000 | 0.286 | 0.427 | 0.291 |
관심차량구분명 | 0.000 | 1.000 | 0.648 | 0.406 | 0.506 | 0.461 |
촉탁구분명 | 0.000 | 0.648 | 1.000 | 0.356 | 0.373 | 0.291 |
발생건수 | 0.286 | 0.406 | 0.356 | 1.000 | 0.931 | 0.966 |
취소건수 | 0.427 | 0.506 | 0.373 | 0.931 | 1.000 | 0.935 |
푸시건수 | 0.291 | 0.461 | 0.291 | 0.966 | 0.935 | 1.000 |
관심차량구분명 | 촉탁구분명 | |
---|---|---|
관심차량구분명 | 1.000 | 0.453 |
촉탁구분명 | 0.453 | 1.000 |
발생건수 | 취소건수 | 푸시건수 | 관심차량구분명 | 촉탁구분명 | |
---|---|---|---|---|---|
발생건수 | 1.000 | 0.997 | 0.996 | 0.271 | 0.355 |
취소건수 | 0.997 | 1.000 | 0.998 | 0.326 | 0.286 |
푸시건수 | 0.996 | 0.998 | 1.000 | 0.313 | 0.291 |
관심차량구분명 | 0.271 | 0.326 | 0.313 | 1.000 | 0.453 |
촉탁구분명 | 0.355 | 0.286 | 0.291 | 0.453 | 1.000 |
통계월 | 관심차량구분명 | 촉탁구분명 | 시설물분류명 | 발생건수 | 취소건수 | 승인건수 | 완료건수 | 영치건수 | 영치금액 | 푸시건수 | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2020-01 | 3 | 0 | 11500CTVGTV100000484 | 23 | 23 | 0 | 0 | <NA> | <NA> | 146 |
1 | 2020-01 | 3 | 0 | 11500CTVGTV100000485 | 7 | 7 | 0 | 0 | <NA> | <NA> | 54 |
2 | 2020-01 | 3 | 0 | 11500CTVGTV100000486 | 14 | 14 | 0 | 0 | <NA> | <NA> | 148 |
3 | 2020-01 | 3 | 0 | 11500CTVGTV1000005531 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
4 | 2020-01 | 3 | 0 | 11500CTVGTV1000005561 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
5 | 2020-01 | 3 | 0 | 11500CTVGTV100000706 | 4 | 4 | 0 | 0 | <NA> | <NA> | 8 |
6 | 2020-01 | 3 | 0 | 11500CTVGTV1000008741 | 11 | 11 | 0 | 0 | <NA> | <NA> | 82 |
7 | 2020-01 | 3 | 0 | 11500CTVGTV1000010323 | 11 | 11 | 0 | 0 | <NA> | <NA> | 82 |
8 | 2020-01 | 3 | 0 | 11500CTVGTV1000010834 | 4 | 4 | 0 | 0 | <NA> | <NA> | 8 |
9 | 2020-01 | 3 | 0 | 11500CTVGTV100001091 | 15 | 15 | 0 | 0 | <NA> | <NA> | 92 |
통계월 | 관심차량구분명 | 촉탁구분명 | 시설물분류명 | 발생건수 | 취소건수 | 승인건수 | 완료건수 | 영치건수 | 영치금액 | 푸시건수 | |
---|---|---|---|---|---|---|---|---|---|---|---|
4970 | 2020-10 | 30 | 1 | 11500CTVGTV1000017598 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
4971 | 2020-10 | 30 | 1 | 11500CTVGTV1000017975 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
4972 | 2020-10 | 30 | 1 | 11500CTVGTV1000020163 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
4973 | 2020-10 | 30 | 1 | 11500CTVGTV1000020540 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
4974 | 2020-10 | 30 | 1 | 11500CTVGTV1000021872 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
4975 | 2020-10 | 30 | 1 | 11500CTVGTV1000022249 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
4976 | 2020-10 | 30 | 1 | 11500CTVGTV1000023584 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
4977 | 2020-10 | 30 | 1 | 11500CTVGTV1000023960 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
4978 | 2020-10 | 30 | 1 | 11500CTVGTV1000026399 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |
4979 | 2020-10 | 30 | 1 | 11500CTVGTV1000026775 | 0 | 0 | 0 | 0 | <NA> | <NA> | 0 |