Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 419.9 KiB |
Average record size in memory | 43.0 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 1 |
Dataset
Description | 경상북도 구미시 버스정보시스템의 위반통계 테이블 데이터로 버스단말기번호, 위반유형ID, 건수 정보를 제공합니다. |
---|---|
Author | 경상북도 구미시 |
URL | https://www.data.go.kr/data/15049479/fileData.do |
Reproduction
Analysis started | 2023-12-12 18:06:32.735711 |
---|---|
Analysis finished | 2023-12-12 18:06:34.433461 |
Duration | 1.7 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
버스단말기번호
Real number (ℝ)
Distinct | 236 |
---|---|
Distinct (%) | 2.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5622.7185 |
Minimum | 3333 |
---|---|
Maximum | 9148 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 3333 |
---|---|
5-th percentile | 5010 |
Q1 | 5058 |
median | 5511 |
Q3 | 5569 |
95-th percentile | 9109 |
Maximum | 9148 |
Range | 5815 |
Interquartile range (IQR) | 511 |
Descriptive statistics
Standard deviation | 1103.8546 |
---|---|
Coefficient of variation (CV) | 0.19632044 |
Kurtosis | 5.6983611 |
Mean | 5622.7185 |
Median Absolute Deviation (MAD) | 414 |
Skewness | 2.6070917 |
Sum | 56227185 |
Variance | 1218494.9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5002 | 59 | 0.6% |
5538 | 58 | 0.6% |
5090 | 55 | 0.5% |
5558 | 54 | 0.5% |
9102 | 53 | 0.5% |
5575 | 53 | 0.5% |
5591 | 53 | 0.5% |
9108 | 52 | 0.5% |
5095 | 52 | 0.5% |
5584 | 51 | 0.5% |
Other values (226) | 9460 |
Value | Count | Frequency (%) |
3333 | 47 | |
5001 | 44 | |
5002 | 59 | |
5003 | 46 | |
5004 | 45 | |
5005 | 51 | |
5006 | 39 | |
5007 | 49 | |
5008 | 43 | |
5009 | 47 |
Value | Count | Frequency (%) |
9148 | 36 | |
9135 | 28 | |
9133 | 46 | |
9125 | 40 | |
9119 | 51 | |
9117 | 38 | |
9115 | 49 | |
9114 | 41 | |
9113 | 35 | |
9112 | 38 |
년월일
Categorical
Distinct | 30 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2022-08-22 | 374 |
---|---|
2022-08-12 | 368 |
2022-08-19 | 359 |
2022-08-08 | 354 |
2022-08-20 | 354 |
Other values (25) |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022-08-17 |
---|---|
2nd row | 2022-08-17 |
3rd row | 2022-08-11 |
4th row | 2022-08-13 |
5th row | 2022-07-24 |
Common Values
Value | Count | Frequency (%) |
2022-08-22 | 374 | 3.7% |
2022-08-12 | 368 | 3.7% |
2022-08-19 | 359 | 3.6% |
2022-08-08 | 354 | 3.5% |
2022-08-20 | 354 | 3.5% |
2022-08-11 | 353 | 3.5% |
2022-07-28 | 348 | 3.5% |
2022-08-17 | 343 | 3.4% |
2022-07-31 | 342 | 3.4% |
2022-07-26 | 340 | 3.4% |
Other values (20) | 6465 |
Length
Value | Count | Frequency (%) |
2022-08-22 | 374 | 3.7% |
2022-08-12 | 368 | 3.7% |
2022-08-19 | 359 | 3.6% |
2022-08-08 | 354 | 3.5% |
2022-08-20 | 354 | 3.5% |
2022-08-11 | 353 | 3.5% |
2022-07-28 | 348 | 3.5% |
2022-08-17 | 343 | 3.4% |
2022-07-31 | 342 | 3.4% |
2022-07-26 | 340 | 3.4% |
Other values (20) | 6465 |
위반유형
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 7 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.0047 |
Minimum | 0 |
---|---|
Maximum | 6 |
Zeros | 1423 |
Zeros (%) | 14.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 3 |
Q3 | 5 |
95-th percentile | 6 |
Maximum | 6 |
Range | 6 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.0023683 |
---|---|
Coefficient of variation (CV) | 0.66641206 |
Kurtosis | -1.2527704 |
Mean | 3.0047 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.001075013 |
Sum | 30047 |
Variance | 4.0094789 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6 | 1444 | |
1 | 1436 | |
4 | 1428 | |
3 | 1425 | |
5 | 1424 | |
0 | 1423 | |
2 | 1420 |
Value | Count | Frequency (%) |
0 | 1423 | |
1 | 1436 | |
2 | 1420 | |
3 | 1425 | |
4 | 1428 | |
5 | 1424 | |
6 | 1444 |
Value | Count | Frequency (%) |
6 | 1444 | |
5 | 1424 | |
4 | 1428 | |
3 | 1425 | |
2 | 1420 | |
1 | 1436 | |
0 | 1423 |
건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 234 |
---|---|
Distinct (%) | 2.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.1984 |
Minimum | 0 |
---|---|
Maximum | 327 |
Zeros | 8409 |
Zeros (%) | 84.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 15 |
Maximum | 327 |
Range | 327 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 37.973215 |
---|---|
Coefficient of variation (CV) | 4.6317836 |
Kurtosis | 30.043789 |
Mean | 8.1984 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 5.4527759 |
Sum | 81984 |
Variance | 1441.965 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 8409 | |
5 | 127 | 1.3% |
6 | 118 | 1.2% |
4 | 101 | 1.0% |
7 | 100 | 1.0% |
3 | 86 | 0.9% |
1 | 83 | 0.8% |
8 | 80 | 0.8% |
2 | 79 | 0.8% |
9 | 68 | 0.7% |
Other values (224) | 749 | 7.5% |
Value | Count | Frequency (%) |
0 | 8409 | |
1 | 83 | 0.8% |
2 | 79 | 0.8% |
3 | 86 | 0.9% |
4 | 101 | 1.0% |
5 | 127 | 1.3% |
6 | 118 | 1.2% |
7 | 100 | 1.0% |
8 | 80 | 0.8% |
9 | 68 | 0.7% |
Value | Count | Frequency (%) |
327 | 1 | |
325 | 1 | |
312 | 2 | |
310 | 1 | |
309 | 2 | |
307 | 1 | |
300 | 1 | |
298 | 1 | |
297 | 1 | |
296 | 1 |
버스단말기번호 | 년월일 | 위반유형 | 건수 | |
---|---|---|---|---|
버스단말기번호 | 1.000 | 0.000 | 0.000 | 0.079 |
년월일 | 0.000 | 1.000 | 0.000 | 0.075 |
위반유형 | 0.000 | 0.000 | 1.000 | 0.375 |
건수 | 0.079 | 0.075 | 0.375 | 1.000 |
버스단말기번호 | 위반유형 | 건수 | 년월일 | |
---|---|---|---|---|
버스단말기번호 | 1.000 | -0.008 | -0.010 | 0.000 |
위반유형 | -0.008 | 1.000 | 0.511 | 0.000 |
건수 | -0.010 | 0.511 | 1.000 | 0.024 |
년월일 | 0.000 | 0.000 | 0.024 | 1.000 |
버스단말기번호 | 년월일 | 위반유형 | 건수 | |
---|---|---|---|---|
16844 | 5006 | 2022-08-17 | 4 | 0 |
13784 | 5552 | 2022-08-17 | 6 | 16 |
64 | 5520 | 2022-08-11 | 4 | 0 |
29713 | 5508 | 2022-08-13 | 3 | 0 |
44774 | 5065 | 2022-07-24 | 0 | 0 |
14374 | 5047 | 2022-08-15 | 4 | 0 |
40015 | 5604 | 2022-07-27 | 1 | 0 |
1480 | 5093 | 2022-08-10 | 6 | 2 |
11059 | 5046 | 2022-08-08 | 0 | 0 |
20957 | 5082 | 2022-08-19 | 4 | 0 |
버스단말기번호 | 년월일 | 위반유형 | 건수 | |
---|---|---|---|---|
12959 | 5042 | 2022-08-17 | 0 | 0 |
28186 | 5526 | 2022-08-12 | 2 | 0 |
3056 | 5083 | 2022-08-11 | 0 | 0 |
18745 | 5593 | 2022-08-18 | 1 | 0 |
1622 | 5507 | 2022-08-10 | 1 | 0 |
4399 | 5509 | 2022-07-28 | 6 | 6 |
26475 | 5517 | 2022-08-09 | 6 | 6 |
27785 | 5076 | 2022-08-12 | 0 | 0 |
17933 | 5044 | 2022-08-20 | 6 | 5 |
41975 | 5569 | 2022-08-02 | 3 | 0 |