Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 217 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 9.5 KiB |
Average record size in memory | 44.6 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 1 |
Dataset
Description | 경기도_교통사고 집계 현황 |
---|---|
Author | 경기도 |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=ESFYUGPHCO3ZGP58V1K018796267&infSeq=1 |
발생건수(건) is highly overall correlated with 사망자수(명) and 2 other fields | High correlation |
사망자수(명) is highly overall correlated with 발생건수(건) and 1 other fields | High correlation |
부상자수(명) is highly overall correlated with 발생건수(건) and 2 other fields | High correlation |
시군명 is highly overall correlated with 발생건수(건) and 1 other fields | High correlation |
Reproduction
Analysis started | 2023-12-10 22:47:02.851274 |
---|---|
Analysis finished | 2023-12-10 22:47:04.943864 |
Duration | 2.09 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
집계년도
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 3.2% |
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 | 2.0 KiB |
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 | 2.0046243 |
---|---|
Coefficient of variation (CV) | 0.00099287978 |
Kurtosis | -1.2511193 |
Mean | 2019 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0 |
Sum | 438123 |
Variance | 4.0185185 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 | |
2018 | 31 | |
2017 | 31 | |
2016 | 31 |
Value | Count | Frequency (%) |
2016 | 31 | |
2017 | 31 | |
2018 | 31 | |
2019 | 31 | |
2020 | 31 | |
2021 | 31 | |
2022 | 31 |
Value | Count | Frequency (%) |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 | |
2018 | 31 | |
2017 | 31 | |
2016 | 31 |
시군명
Categorical
HIGH CORRELATION
 
Distinct | 31 |
---|---|
Distinct (%) | 14.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.8 KiB |
가평군 | 7 |
---|---|
고양시 | 7 |
과천시 | 7 |
광명시 | 7 |
광주시 | 7 |
Other values (26) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.0967742 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 가평군 |
---|---|
2nd row | 고양시 |
3rd row | 과천시 |
4th row | 광명시 |
5th row | 광주시 |
Common Values
Value | Count | Frequency (%) |
가평군 | 7 | 3.2% |
고양시 | 7 | 3.2% |
과천시 | 7 | 3.2% |
광명시 | 7 | 3.2% |
광주시 | 7 | 3.2% |
구리시 | 7 | 3.2% |
군포시 | 7 | 3.2% |
김포시 | 7 | 3.2% |
남양주시 | 7 | 3.2% |
동두천시 | 7 | 3.2% |
Other values (21) | 147 |
Length
Value | Count | Frequency (%) |
가평군 | 7 | 3.2% |
안양시 | 7 | 3.2% |
하남시 | 7 | 3.2% |
포천시 | 7 | 3.2% |
평택시 | 7 | 3.2% |
파주시 | 7 | 3.2% |
이천시 | 7 | 3.2% |
의정부시 | 7 | 3.2% |
의왕시 | 7 | 3.2% |
용인시 | 7 | 3.2% |
Other values (21) | 147 |
발생건수(건)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 210 |
---|---|
Distinct (%) | 96.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1701.576 |
Minimum | 168 |
---|---|
Maximum | 5121 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 168 |
---|---|
5-th percentile | 227 |
Q1 | 659 |
median | 1133 |
Q3 | 2716 |
95-th percentile | 3885.6 |
Maximum | 5121 |
Range | 4953 |
Interquartile range (IQR) | 2057 |
Descriptive statistics
Standard deviation | 1276.9799 |
---|---|
Coefficient of variation (CV) | 0.75046889 |
Kurtosis | -0.54007774 |
Mean | 1701.576 |
Median Absolute Deviation (MAD) | 663 |
Skewness | 0.78458904 |
Sum | 369242 |
Variance | 1630677.6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1192 | 2 | 0.9% |
1038 | 2 | 0.9% |
1682 | 2 | 0.9% |
997 | 2 | 0.9% |
1693 | 2 | 0.9% |
1690 | 2 | 0.9% |
227 | 2 | 0.9% |
432 | 1 | 0.5% |
513 | 1 | 0.5% |
2434 | 1 | 0.5% |
Other values (200) | 200 |
Value | Count | Frequency (%) |
168 | 1 | |
178 | 1 | |
187 | 1 | |
189 | 1 | |
196 | 1 | |
199 | 1 | |
203 | 1 | |
207 | 1 | |
208 | 1 | |
218 | 1 |
Value | Count | Frequency (%) |
5121 | 1 | |
4997 | 1 | |
4920 | 1 | |
4842 | 1 | |
4705 | 1 | |
4615 | 1 | |
4480 | 1 | |
3965 | 1 | |
3950 | 1 | |
3931 | 1 |
사망자수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 54 |
---|---|
Distinct (%) | 24.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21.0553 |
Minimum | 1 |
---|---|
Maximum | 61 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 4 |
Q1 | 10 |
median | 18 |
Q3 | 31 |
95-th percentile | 46 |
Maximum | 61 |
Range | 60 |
Interquartile range (IQR) | 21 |
Descriptive statistics
Standard deviation | 13.687203 |
---|---|
Coefficient of variation (CV) | 0.65005975 |
Kurtosis | -0.071791142 |
Mean | 21.0553 |
Median Absolute Deviation (MAD) | 9 |
Skewness | 0.73401534 |
Sum | 4569 |
Variance | 187.33952 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6 | 11 | 5.1% |
15 | 10 | 4.6% |
9 | 9 | 4.1% |
5 | 9 | 4.1% |
19 | 9 | 4.1% |
10 | 8 | 3.7% |
14 | 8 | 3.7% |
11 | 7 | 3.2% |
13 | 7 | 3.2% |
17 | 6 | 2.8% |
Other values (44) | 133 |
Value | Count | Frequency (%) |
1 | 3 | 1.4% |
2 | 3 | 1.4% |
3 | 4 | 1.8% |
4 | 4 | 1.8% |
5 | 9 | |
6 | 11 | |
7 | 4 | 1.8% |
8 | 3 | 1.4% |
9 | 9 | |
10 | 8 |
Value | Count | Frequency (%) |
61 | 1 | |
60 | 1 | |
59 | 1 | |
56 | 1 | |
55 | 1 | |
54 | 1 | |
52 | 1 | |
51 | 2 | |
48 | 1 | |
46 | 2 |
부상자수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 213 |
---|---|
Distinct (%) | 98.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2557.6866 |
Minimum | 256 |
---|---|
Maximum | 7485 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 256 |
---|---|
5-th percentile | 380.8 |
Q1 | 983 |
median | 1734 |
Q3 | 4255 |
95-th percentile | 5812 |
Maximum | 7485 |
Range | 7229 |
Interquartile range (IQR) | 3272 |
Descriptive statistics
Standard deviation | 1883.5148 |
---|---|
Coefficient of variation (CV) | 0.73641343 |
Kurtosis | -0.70054115 |
Mean | 2557.6866 |
Median Absolute Deviation (MAD) | 983 |
Skewness | 0.74013772 |
Sum | 555018 |
Variance | 3547628 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1629 | 2 | 0.9% |
1410 | 2 | 0.9% |
1520 | 2 | 0.9% |
1347 | 2 | 0.9% |
2585 | 1 | 0.5% |
2356 | 1 | 0.5% |
826 | 1 | 0.5% |
814 | 1 | 0.5% |
313 | 1 | 0.5% |
1409 | 1 | 0.5% |
Other values (203) | 203 |
Value | Count | Frequency (%) |
256 | 1 | |
283 | 1 | |
290 | 1 | |
308 | 1 | |
313 | 1 | |
316 | 1 | |
321 | 1 | |
345 | 1 | |
354 | 1 | |
376 | 1 |
Value | Count | Frequency (%) |
7485 | 1 | |
7148 | 1 | |
7044 | 1 | |
6962 | 1 | |
6667 | 1 | |
6569 | 1 | |
6459 | 1 | |
5942 | 1 | |
5909 | 1 | |
5889 | 1 |
집계년도 | 시군명 | 발생건수(건) | 사망자수(명) | 부상자수(명) | |
---|---|---|---|---|---|
집계년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
시군명 | 0.000 | 1.000 | 0.945 | 0.825 | 0.945 |
발생건수(건) | 0.000 | 0.945 | 1.000 | 0.798 | 0.986 |
사망자수(명) | 0.000 | 0.825 | 0.798 | 1.000 | 0.802 |
부상자수(명) | 0.000 | 0.945 | 0.986 | 0.802 | 1.000 |
집계년도 | 발생건수(건) | 사망자수(명) | 부상자수(명) | 시군명 | |
---|---|---|---|---|---|
집계년도 | 1.000 | 0.022 | -0.187 | -0.007 | 0.000 |
발생건수(건) | 0.022 | 1.000 | 0.812 | 0.995 | 0.681 |
사망자수(명) | -0.187 | 0.812 | 1.000 | 0.839 | 0.431 |
부상자수(명) | -0.007 | 0.995 | 0.839 | 1.000 | 0.680 |
시군명 | 0.000 | 0.681 | 0.431 | 0.680 | 1.000 |
집계년도 | 시군명 | 발생건수(건) | 사망자수(명) | 부상자수(명) | |
---|---|---|---|---|---|
0 | 2022 | 가평군 | 400 | 3 | 675 |
1 | 2022 | 고양시 | 3588 | 37 | 5079 |
2 | 2022 | 과천시 | 208 | 4 | 354 |
3 | 2022 | 광명시 | 950 | 10 | 1300 |
4 | 2022 | 광주시 | 2178 | 12 | 3251 |
5 | 2022 | 구리시 | 716 | 2 | 1102 |
6 | 2022 | 군포시 | 593 | 9 | 867 |
7 | 2022 | 김포시 | 1933 | 11 | 2926 |
8 | 2022 | 남양주시 | 1970 | 24 | 2927 |
9 | 2022 | 동두천시 | 273 | 5 | 376 |
집계년도 | 시군명 | 발생건수(건) | 사망자수(명) | 부상자수(명) | |
---|---|---|---|---|---|
207 | 2016 | 오산시 | 808 | 12 | 1239 |
208 | 2016 | 용인시 | 3051 | 52 | 5261 |
209 | 2016 | 의왕시 | 527 | 4 | 821 |
210 | 2016 | 의정부시 | 1544 | 17 | 2261 |
211 | 2016 | 이천시 | 1029 | 23 | 1617 |
212 | 2016 | 파주시 | 1596 | 34 | 2413 |
213 | 2016 | 평택시 | 2923 | 55 | 4661 |
214 | 2016 | 포천시 | 853 | 31 | 1410 |
215 | 2016 | 하남시 | 812 | 6 | 1217 |
216 | 2016 | 화성시 | 2511 | 46 | 4122 |