Overview

Dataset statistics

Number of variables27
Number of observations1741
Missing cells20683
Missing cells (%)44.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory409.9 KiB
Average record size in memory241.1 B

Variable types

Numeric24
Categorical3

Dataset

Description지자체별 대상사고통계정보(충남)
Author충청남도
URLhttps://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=2616

Alerts

철길건널목 사고건수 is highly imbalanced (72.5%)Imbalance
인구10만명당사고건수 has 1591 (91.4%) missing valuesMissing
자동차1만대당사고건수 has 1591 (91.4%) missing valuesMissing
과속 사고건수 has 1591 (91.4%) missing valuesMissing
중앙선 침범 사고건수 has 1591 (91.4%) missing valuesMissing
신호위반사 고건수 has 1591 (91.4%) missing valuesMissing
안전거리미확보 사고건수 has 1591 (91.4%) missing valuesMissing
안전운전의무 불이행 사고건수 has 1591 (91.4%) missing valuesMissing
교차로통행방법 위반 사고건수 has 1591 (91.4%) missing valuesMissing
보행자보호의무위반 사고건수 has 1591 (91.4%) missing valuesMissing
기타 사고건수 has 1591 (91.4%) missing valuesMissing
차대사람 사고건수 has 1591 (91.4%) missing valuesMissing
차대차 사고건수 has 1591 (91.4%) missing valuesMissing
차량단독 사고건수 has 1591 (91.4%) missing valuesMissing
사망자수 has 599 (34.4%) zerosZeros
사망자수구성비 has 599 (34.4%) zerosZeros
치사율 has 599 (34.4%) zerosZeros
과속 사고건수 has 26 (1.5%) zerosZeros

Reproduction

Analysis started2024-01-09 19:46:19.563344
Analysis finished2024-01-09 19:46:19.816469
Duration0.25 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Real number (ℝ)

Distinct10
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016.4957
Minimum2012
Maximum2021
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:19.865520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2012
5-th percentile2012
Q12014
median2017
Q32019
95-th percentile2021
Maximum2021
Range9
Interquartile range (IQR)5

Descriptive statistics

Standard deviation2.8886637
Coefficient of variation (CV)0.0014325167
Kurtosis-1.233374
Mean2016.4957
Median Absolute Deviation (MAD)3
Skewness-0.0043022553
Sum3510719
Variance8.344378
MonotonicityIncreasing
2024-01-10T04:46:19.959293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
2012 181
10.4%
2020 178
10.2%
2017 176
10.1%
2021 175
10.1%
2013 174
10.0%
2018 173
9.9%
2014 171
9.8%
2015 171
9.8%
2016 171
9.8%
2019 171
9.8%
ValueCountFrequency (%)
2012 181
10.4%
2013 174
10.0%
2014 171
9.8%
2015 171
9.8%
2016 171
9.8%
2017 176
10.1%
2018 173
9.9%
2019 171
9.8%
2020 178
10.2%
2021 175
10.1%
ValueCountFrequency (%)
2021 175
10.1%
2020 178
10.2%
2019 171
9.8%
2018 173
9.9%
2017 176
10.1%
2016 171
9.8%
2015 171
9.8%
2014 171
9.8%
2013 174
10.0%
2012 181
10.4%

사고분류명
Categorical

Distinct13
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size13.7 KiB
어린이사고
151 
고령자사고
151 
보행자사고
151 
야간사고
151 
고령운전자사고
151 
Other values (8)
986 

Length

Max length13
Median length5
Mean length5.6220563
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row전체사고
2nd row어린이사고
3rd row고령자사고
4th row보행자사고
5th row야간사고

Common Values

ValueCountFrequency (%)
어린이사고 151
8.7%
고령자사고 151
8.7%
보행자사고 151
8.7%
야간사고 151
8.7%
고령운전자사고 151
8.7%
고령보행자사고 151
8.7%
전체사고 150
8.6%
뺑소니사고 150
8.6%
무면허사고 149
8.6%
어린이보행사고 146
8.4%
Other values (3) 240
13.8%

Length

2024-01-10T04:46:20.055881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
어린이사고 151
8.7%
고령자사고 151
8.7%
보행자사고 151
8.7%
야간사고 151
8.7%
고령운전자사고 151
8.7%
고령보행자사고 151
8.7%
전체사고 150
8.6%
뺑소니사고 150
8.6%
무면허사고 149
8.6%
어린이보행사고 146
8.4%
Other values (3) 240
13.8%

시도(시군구)명
Categorical

Distinct16
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size13.7 KiB
충청남도 천안시
125 
충청남도 논산시
121 
충청남도 당진시
118 
충청남도 보령시
118 
충청남도 아산시
118 
Other values (11)
1141 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row충청남도 계룡시
2nd row충청남도 계룡시
3rd row충청남도 계룡시
4th row충청남도 계룡시
5th row충청남도 계룡시

Common Values

ValueCountFrequency (%)
충청남도 천안시 125
 
7.2%
충청남도 논산시 121
 
7.0%
충청남도 당진시 118
 
6.8%
충청남도 보령시 118
 
6.8%
충청남도 아산시 118
 
6.8%
충청남도 홍성군 117
 
6.7%
충청남도 공주시 116
 
6.7%
충청남도 서산시 116
 
6.7%
충청남도 예산군 116
 
6.7%
충청남도 서천군 113
 
6.5%
Other values (6) 563
32.3%

Length

2024-01-10T04:46:20.147932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
충청남도 1741
50.0%
천안시 125
 
3.6%
논산시 121
 
3.5%
당진시 118
 
3.4%
보령시 118
 
3.4%
아산시 118
 
3.4%
홍성군 117
 
3.4%
예산군 116
 
3.3%
서산시 116
 
3.3%
공주시 116
 
3.3%
Other values (7) 676
 
19.4%

사고건수
Real number (ℝ)

Distinct357
Distinct (%)20.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean110.02068
Minimum1
Maximum3137
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:20.243949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q19
median33
Q3104
95-th percentile460
Maximum3137
Range3136
Interquartile range (IQR)95

Descriptive statistics

Standard deviation260.96164
Coefficient of variation (CV)2.3719326
Kurtosis60.43426
Mean110.02068
Median Absolute Deviation (MAD)29
Skewness6.7829691
Sum191546
Variance68100.975
MonotonicityNot monotonic
2024-01-10T04:46:20.347077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 104
 
6.0%
3 61
 
3.5%
2 54
 
3.1%
5 54
 
3.1%
6 46
 
2.6%
9 32
 
1.8%
8 31
 
1.8%
4 28
 
1.6%
11 27
 
1.6%
12 27
 
1.6%
Other values (347) 1277
73.3%
ValueCountFrequency (%)
1 104
6.0%
2 54
3.1%
3 61
3.5%
4 28
 
1.6%
5 54
3.1%
6 46
2.6%
7 26
 
1.5%
8 31
 
1.8%
9 32
 
1.8%
10 15
 
0.9%
ValueCountFrequency (%)
3137 1
0.1%
3086 1
0.1%
3039 1
0.1%
2914 1
0.1%
2776 1
0.1%
2525 1
0.1%
2461 1
0.1%
2444 1
0.1%
2306 1
0.1%
2003 1
0.1%

사고건수구성비
Real number (ℝ)

Distinct150
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.30156232
Minimum0.01
Maximum2.69
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:20.450814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.01
5-th percentile0.03
Q10.12
median0.22
Q30.37
95-th percentile0.94
Maximum2.69
Range2.68
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.32011757
Coefficient of variation (CV)1.0615304
Kurtosis13.53897
Mean0.30156232
Median Absolute Deviation (MAD)0.12
Skewness3.1378496
Sum525.02
Variance0.10247526
MonotonicityNot monotonic
2024-01-10T04:46:20.555066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.21 58
 
3.3%
0.23 56
 
3.2%
0.03 55
 
3.2%
0.12 54
 
3.1%
0.04 52
 
3.0%
0.2 49
 
2.8%
0.06 49
 
2.8%
0.14 48
 
2.8%
0.05 46
 
2.6%
0.1 46
 
2.6%
Other values (140) 1228
70.5%
ValueCountFrequency (%)
0.01 6
 
0.3%
0.02 29
1.7%
0.03 55
3.2%
0.04 52
3.0%
0.05 46
2.6%
0.06 49
2.8%
0.07 31
1.8%
0.08 36
2.1%
0.09 41
2.4%
0.1 46
2.6%
ValueCountFrequency (%)
2.69 1
0.1%
2.67 1
0.1%
2.58 1
0.1%
2.47 1
0.1%
2.46 1
0.1%
2.29 1
0.1%
2.27 1
0.1%
2.23 1
0.1%
2.07 1
0.1%
1.86 2
0.1%

사망자수
Real number (ℝ)

ZEROS 

Distinct51
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.6157381
Minimum0
Maximum71
Zeros599
Zeros (%)34.4%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:20.653253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q38
95-th percentile23
Maximum71
Range71
Interquartile range (IQR)8

Descriptive statistics

Standard deviation8.6228089
Coefficient of variation (CV)1.535472
Kurtosis9.7721707
Mean5.6157381
Median Absolute Deviation (MAD)2
Skewness2.7053813
Sum9777
Variance74.352833
MonotonicityNot monotonic
2024-01-10T04:46:20.754726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 599
34.4%
1 210
 
12.1%
2 121
 
7.0%
3 86
 
4.9%
4 77
 
4.4%
5 74
 
4.3%
7 67
 
3.8%
6 67
 
3.8%
8 45
 
2.6%
10 41
 
2.4%
Other values (41) 354
20.3%
ValueCountFrequency (%)
0 599
34.4%
1 210
 
12.1%
2 121
 
7.0%
3 86
 
4.9%
4 77
 
4.4%
5 74
 
4.3%
6 67
 
3.8%
7 67
 
3.8%
8 45
 
2.6%
9 39
 
2.2%
ValueCountFrequency (%)
71 1
 
0.1%
62 2
0.1%
57 1
 
0.1%
54 1
 
0.1%
53 1
 
0.1%
51 2
0.1%
49 2
0.1%
48 3
0.2%
47 1
 
0.1%
44 1
 
0.1%

사망자수구성비
Real number (ℝ)

ZEROS 

Distinct210
Distinct (%)12.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.56579552
Minimum0
Maximum16.67
Zeros599
Zeros (%)34.4%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:21.060109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.37
Q30.77
95-th percentile1.66
Maximum16.67
Range16.67
Interquartile range (IQR)0.77

Descriptive statistics

Standard deviation0.99713677
Coefficient of variation (CV)1.7623624
Kurtosis75.473012
Mean0.56579552
Median Absolute Deviation (MAD)0.37
Skewness6.8578077
Sum985.05
Variance0.99428174
MonotonicityNot monotonic
2024-01-10T04:46:21.159629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 599
34.4%
0.66 23
 
1.3%
0.46 22
 
1.3%
0.59 21
 
1.2%
0.83 20
 
1.1%
0.54 20
 
1.1%
0.61 19
 
1.1%
0.27 18
 
1.0%
0.79 17
 
1.0%
0.53 17
 
1.0%
Other values (200) 965
55.4%
ValueCountFrequency (%)
0.0 599
34.4%
0.02 2
 
0.1%
0.03 1
 
0.1%
0.04 2
 
0.1%
0.05 4
 
0.2%
0.06 7
 
0.4%
0.07 7
 
0.4%
0.08 3
 
0.2%
0.09 4
 
0.2%
0.1 7
 
0.4%
ValueCountFrequency (%)
16.67 1
0.1%
12.5 2
0.1%
10.0 1
0.1%
8.7 1
0.1%
8.33 1
0.1%
7.14 1
0.1%
6.25 1
0.1%
5.96 1
0.1%
5.88 1
0.1%
5.26 2
0.1%

치사율
Real number (ℝ)

ZEROS 

Distinct543
Distinct (%)31.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.1337794
Minimum0
Maximum100
Zeros599
Zeros (%)34.4%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:21.269768image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median4.64
Q38.54
95-th percentile18.52
Maximum100
Range100
Interquartile range (IQR)8.54

Descriptive statistics

Standard deviation8.5065466
Coefficient of variation (CV)1.3868361
Kurtosis38.1949
Mean6.1337794
Median Absolute Deviation (MAD)4.64
Skewness4.5870091
Sum10678.91
Variance72.361335
MonotonicityNot monotonic
2024-01-10T04:46:21.382812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 599
34.4%
16.67 30
 
1.7%
12.5 22
 
1.3%
9.09 19
 
1.1%
7.14 19
 
1.1%
8.33 18
 
1.0%
11.11 17
 
1.0%
7.69 17
 
1.0%
20.0 16
 
0.9%
4.76 14
 
0.8%
Other values (533) 970
55.7%
ValueCountFrequency (%)
0.0 599
34.4%
0.46 1
 
0.1%
0.68 1
 
0.1%
0.71 1
 
0.1%
0.79 1
 
0.1%
0.83 1
 
0.1%
0.95 1
 
0.1%
1.19 1
 
0.1%
1.25 1
 
0.1%
1.33 1
 
0.1%
ValueCountFrequency (%)
100.0 4
 
0.2%
66.67 1
 
0.1%
50.0 8
0.5%
45.45 1
 
0.1%
40.0 1
 
0.1%
37.04 1
 
0.1%
36.36 1
 
0.1%
35.71 1
 
0.1%
33.33 13
0.7%
30.0 2
 
0.1%

부상자수
Real number (ℝ)

Distinct425
Distinct (%)24.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean153.53245
Minimum0
Maximum4653
Zeros4
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:21.485843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q111
median40
Q3131
95-th percentile655
Maximum4653
Range4653
Interquartile range (IQR)120

Descriptive statistics

Standard deviation392.84279
Coefficient of variation (CV)2.5586955
Kurtosis60.248663
Mean153.53245
Median Absolute Deviation (MAD)36
Skewness6.8165545
Sum267300
Variance154325.46
MonotonicityNot monotonic
2024-01-10T04:46:21.583756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 98
 
5.6%
2 59
 
3.4%
3 51
 
2.9%
5 46
 
2.6%
6 35
 
2.0%
8 33
 
1.9%
7 30
 
1.7%
4 29
 
1.7%
15 29
 
1.7%
20 28
 
1.6%
Other values (415) 1303
74.8%
ValueCountFrequency (%)
0 4
 
0.2%
1 98
5.6%
2 59
3.4%
3 51
2.9%
4 29
 
1.7%
5 46
2.6%
6 35
 
2.0%
7 30
 
1.7%
8 33
 
1.9%
9 21
 
1.2%
ValueCountFrequency (%)
4653 1
0.1%
4595 1
0.1%
4392 1
0.1%
4346 1
0.1%
4195 1
0.1%
4060 1
0.1%
3791 1
0.1%
3575 1
0.1%
3448 1
0.1%
3249 1
0.1%

부상자수구성비
Real number (ℝ)

Distinct150
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.29973578
Minimum0
Maximum2.71
Zeros4
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:21.683945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.03
Q10.11
median0.21
Q30.36
95-th percentile0.95
Maximum2.71
Range2.71
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.32283539
Coefficient of variation (CV)1.0770666
Kurtosis12.720101
Mean0.29973578
Median Absolute Deviation (MAD)0.12
Skewness3.07905
Sum521.84
Variance0.10422269
MonotonicityNot monotonic
2024-01-10T04:46:21.790268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.04 57
 
3.3%
0.03 53
 
3.0%
0.2 53
 
3.0%
0.05 50
 
2.9%
0.18 50
 
2.9%
0.16 50
 
2.9%
0.08 50
 
2.9%
0.11 47
 
2.7%
0.23 46
 
2.6%
0.22 45
 
2.6%
Other values (140) 1240
71.2%
ValueCountFrequency (%)
0.0 4
 
0.2%
0.01 8
 
0.5%
0.02 37
2.1%
0.03 53
3.0%
0.04 57
3.3%
0.05 50
2.9%
0.06 35
2.0%
0.07 36
2.1%
0.08 50
2.9%
0.09 35
2.0%
ValueCountFrequency (%)
2.71 1
0.1%
2.52 1
0.1%
2.43 1
0.1%
2.41 1
0.1%
2.35 1
0.1%
2.33 1
0.1%
2.26 1
0.1%
2.18 1
0.1%
2.06 1
0.1%
2.05 1
0.1%

총사고건수
Real number (ℝ)

Distinct124
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean40219.682
Minimum117
Maximum232035
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:21.890993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum117
5-th percentile567
Q15936
median11532
Q340645
95-th percentile217148
Maximum232035
Range231918
Interquartile range (IQR)34709

Descriptive statistics

Standard deviation60754.718
Coefficient of variation (CV)1.5105718
Kurtosis3.7023233
Mean40219.682
Median Absolute Deviation (MAD)7950
Skewness2.1850502
Sum70022467
Variance3.6911357 × 109
MonotonicityNot monotonic
2024-01-10T04:46:21.990683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
28185 16
 
0.9%
51044 16
 
0.9%
107127 16
 
0.9%
5247 16
 
0.9%
15190 16
 
0.9%
9515 16
 
0.9%
11452 16
 
0.9%
8185 16
 
0.9%
12497 16
 
0.9%
223656 15
 
0.9%
Other values (114) 1582
90.9%
ValueCountFrequency (%)
117 3
 
0.2%
225 4
 
0.2%
427 11
0.6%
435 6
0.3%
447 2
 
0.1%
479 8
0.5%
480 8
0.5%
483 12
0.7%
511 9
0.5%
523 13
0.7%
ValueCountFrequency (%)
232035 15
0.9%
229600 15
0.9%
223656 15
0.9%
223552 15
0.9%
220917 15
0.9%
217148 15
0.9%
216335 15
0.9%
215354 15
0.9%
209654 15
0.9%
203130 15
0.9%

총사망자수
Real number (ℝ)

Distinct112
Distinct (%)6.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1007.2866
Minimum2
Maximum5392
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:22.089204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile8
Q183
median709
Q31682
95-th percentile4185
Maximum5392
Range5390
Interquartile range (IQR)1599

Descriptive statistics

Standard deviation1233.267
Coefficient of variation (CV)1.2243457
Kurtosis2.3582541
Mean1007.2866
Median Absolute Deviation (MAD)639
Skewness1.6327872
Sum1753686
Variance1520947.5
MonotonicityNot monotonic
2024-01-10T04:46:22.195126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
54 31
 
1.8%
83 30
 
1.7%
107 29
 
1.7%
101 27
 
1.6%
8 26
 
1.5%
6 25
 
1.4%
10 18
 
1.0%
3 18
 
1.0%
234 16
 
0.9%
365 16
 
0.9%
Other values (102) 1505
86.4%
ValueCountFrequency (%)
2 7
 
0.4%
3 18
1.0%
4 13
0.7%
6 25
1.4%
8 26
1.5%
10 18
1.0%
16 13
0.7%
19 8
 
0.5%
20 15
0.9%
22 14
0.8%
ValueCountFrequency (%)
5392 15
0.9%
5092 15
0.9%
4762 15
0.9%
4621 15
0.9%
4292 15
0.9%
4185 15
0.9%
3781 15
0.9%
3349 15
0.9%
3081 15
0.9%
2916 15
0.9%

총부상자수
Real number (ℝ)

Distinct124
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean55680.978
Minimum124
Maximum350400
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:22.296151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum124
5-th percentile589
Q17477
median14215
Q346400
95-th percentile328711
Maximum350400
Range350276
Interquartile range (IQR)38923

Descriptive statistics

Standard deviation91770.539
Coefficient of variation (CV)1.6481488
Kurtosis3.9596839
Mean55680.978
Median Absolute Deviation (MAD)10535
Skewness2.2713664
Sum96940583
Variance8.4218319 × 109
MonotonicityNot monotonic
2024-01-10T04:46:22.397718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
29699 16
 
0.9%
51693 16
 
0.9%
165925 16
 
0.9%
5347 16
 
0.9%
22043 16
 
0.9%
8651 16
 
0.9%
18261 16
 
0.9%
11867 16
 
0.9%
15485 16
 
0.9%
344565 15
 
0.9%
Other values (114) 1582
90.9%
ValueCountFrequency (%)
124 3
 
0.2%
238 4
 
0.2%
438 11
0.6%
473 8
0.5%
487 8
0.5%
507 12
0.7%
510 8
0.5%
528 9
0.5%
553 6
0.3%
558 8
0.5%
ValueCountFrequency (%)
350400 15
0.9%
344565 15
0.9%
341712 15
0.9%
337497 15
0.9%
331720 15
0.9%
328711 15
0.9%
323037 15
0.9%
322829 15
0.9%
306194 15
0.9%
291608 15
0.9%

인구10만명당사고건수
Real number (ℝ)

MISSING 

Distinct150
Distinct (%)100.0%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean421.23473
Minimum125.49
Maximum714.33
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:22.503732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum125.49
5-th percentile191.5685
Q1355.0025
median437.415
Q3496.425
95-th percentile597.173
Maximum714.33
Range588.84
Interquartile range (IQR)141.4225

Descriptive statistics

Standard deviation119.31215
Coefficient of variation (CV)0.28324386
Kurtosis0.068760121
Mean421.23473
Median Absolute Deviation (MAD)65.635
Skewness-0.40944843
Sum63185.21
Variance14235.389
MonotonicityNot monotonic
2024-01-10T04:46:22.606023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
330.85 1
 
0.1%
446.2 1
 
0.1%
589.63 1
 
0.1%
230.74 1
 
0.1%
533.49 1
 
0.1%
437.44 1
 
0.1%
531.75 1
 
0.1%
498.62 1
 
0.1%
311.51 1
 
0.1%
127.79 1
 
0.1%
Other values (140) 140
 
8.0%
(Missing) 1591
91.4%
ValueCountFrequency (%)
125.49 1
0.1%
127.79 1
0.1%
128.67 1
0.1%
161.61 1
0.1%
162.99 1
0.1%
179.3 1
0.1%
181.86 1
0.1%
189.08 1
0.1%
194.61 1
0.1%
197.79 1
0.1%
ValueCountFrequency (%)
714.33 1
0.1%
676.24 1
0.1%
660.79 1
0.1%
639.82 1
0.1%
616.29 1
0.1%
610.92 1
0.1%
601.96 1
0.1%
600.35 1
0.1%
593.29 1
0.1%
589.63 1
0.1%

자동차1만대당사고건수
Real number (ℝ)

MISSING 

Distinct150
Distinct (%)100.0%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean76.473667
Minimum23.1
Maximum135.06
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:22.709095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum23.1
5-th percentile39
Q162.4975
median77.96
Q390.5625
95-th percentile115.337
Maximum135.06
Range111.96
Interquartile range (IQR)28.065

Descriptive statistics

Standard deviation22.858777
Coefficient of variation (CV)0.29891043
Kurtosis-0.16885942
Mean76.473667
Median Absolute Deviation (MAD)13.975
Skewness-0.10826594
Sum11471.05
Variance522.52367
MonotonicityNot monotonic
2024-01-10T04:46:22.814114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
59.41 1
 
0.1%
75.95 1
 
0.1%
98.87 1
 
0.1%
43.67 1
 
0.1%
85.12 1
 
0.1%
86.1 1
 
0.1%
79.7 1
 
0.1%
82.6 1
 
0.1%
52.7 1
 
0.1%
24.35 1
 
0.1%
Other values (140) 140
 
8.0%
(Missing) 1591
91.4%
ValueCountFrequency (%)
23.1 1
0.1%
23.11 1
0.1%
24.35 1
0.1%
29.57 1
0.1%
31.8 1
0.1%
32.17 1
0.1%
32.86 1
0.1%
38.64 1
0.1%
39.44 1
0.1%
39.92 1
0.1%
ValueCountFrequency (%)
135.06 1
0.1%
125.8 1
0.1%
120.27 1
0.1%
119.96 1
0.1%
119.51 1
0.1%
117.7 1
0.1%
117.57 1
0.1%
115.58 1
0.1%
115.04 1
0.1%
113.27 1
0.1%

과속 사고건수
Real number (ℝ)

MISSING  ZEROS 

Distinct16
Distinct (%)10.7%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean3.48
Minimum0
Maximum24
Zeros26
Zeros (%)1.5%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:22.902685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q35
95-th percentile10.55
Maximum24
Range24
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.7051026
Coefficient of variation (CV)1.0646847
Kurtosis6.4408921
Mean3.48
Median Absolute Deviation (MAD)2
Skewness2.0552246
Sum522
Variance13.727785
MonotonicityNot monotonic
2024-01-10T04:46:22.987974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
1 27
 
1.6%
2 26
 
1.5%
0 26
 
1.5%
4 16
 
0.9%
3 15
 
0.9%
5 9
 
0.5%
9 7
 
0.4%
6 7
 
0.4%
8 5
 
0.3%
7 3
 
0.2%
Other values (6) 9
 
0.5%
(Missing) 1591
91.4%
ValueCountFrequency (%)
0 26
1.5%
1 27
1.6%
2 26
1.5%
3 15
0.9%
4 16
0.9%
5 9
 
0.5%
6 7
 
0.4%
7 3
 
0.2%
8 5
 
0.3%
9 7
 
0.4%
ValueCountFrequency (%)
24 1
 
0.1%
16 1
 
0.1%
14 1
 
0.1%
13 2
 
0.1%
11 3
0.2%
10 1
 
0.1%
9 7
0.4%
8 5
0.3%
7 3
0.2%
6 7
0.4%

중앙선 침범 사고건수
Real number (ℝ)

MISSING 

Distinct72
Distinct (%)48.0%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean44.253333
Minimum2
Maximum176
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:23.084893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile6
Q124
median35
Q352
95-th percentile129.65
Maximum176
Range174
Interquartile range (IQR)28

Descriptive statistics

Standard deviation34.268812
Coefficient of variation (CV)0.7743781
Kurtosis3.8747059
Mean44.253333
Median Absolute Deviation (MAD)14.5
Skewness1.9080959
Sum6638
Variance1174.3515
MonotonicityNot monotonic
2024-01-10T04:46:23.190580image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
24 8
 
0.5%
29 7
 
0.4%
20 6
 
0.3%
36 6
 
0.3%
34 6
 
0.3%
52 5
 
0.3%
15 5
 
0.3%
49 4
 
0.2%
54 4
 
0.2%
31 3
 
0.2%
Other values (62) 96
 
5.5%
(Missing) 1591
91.4%
ValueCountFrequency (%)
2 1
 
0.1%
3 1
 
0.1%
4 3
0.2%
5 2
 
0.1%
6 3
0.2%
10 2
 
0.1%
11 1
 
0.1%
15 5
0.3%
16 1
 
0.1%
17 3
0.2%
ValueCountFrequency (%)
176 1
0.1%
169 1
0.1%
160 1
0.1%
149 1
0.1%
148 1
0.1%
144 1
0.1%
135 1
0.1%
131 1
0.1%
128 1
0.1%
123 1
0.1%

신호위반사 고건수
Real number (ℝ)

MISSING 

Distinct87
Distinct (%)58.0%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean60.753333
Minimum6
Maximum362
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:23.295384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile8.45
Q118
median39
Q364.5
95-th percentile270.55
Maximum362
Range356
Interquartile range (IQR)46.5

Descriptive statistics

Standard deviation75.231717
Coefficient of variation (CV)1.2383142
Kurtosis6.7759953
Mean60.753333
Median Absolute Deviation (MAD)22
Skewness2.657729
Sum9113
Variance5659.8112
MonotonicityNot monotonic
2024-01-10T04:46:23.407894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
18 5
 
0.3%
32 5
 
0.3%
9 5
 
0.3%
10 5
 
0.3%
12 4
 
0.2%
44 4
 
0.2%
16 4
 
0.2%
21 4
 
0.2%
63 3
 
0.2%
45 3
 
0.2%
Other values (77) 108
 
6.2%
(Missing) 1591
91.4%
ValueCountFrequency (%)
6 3
0.2%
7 2
 
0.1%
8 3
0.2%
9 5
0.3%
10 5
0.3%
11 3
0.2%
12 4
0.2%
13 1
 
0.1%
14 1
 
0.1%
15 1
 
0.1%
ValueCountFrequency (%)
362 1
0.1%
347 2
0.1%
334 1
0.1%
325 1
0.1%
313 1
0.1%
291 1
0.1%
271 1
0.1%
270 1
0.1%
259 1
0.1%
166 1
0.1%

안전거리미확보 사고건수
Real number (ℝ)

MISSING 

Distinct55
Distinct (%)36.7%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean29.186667
Minimum0
Maximum307
Zeros3
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:23.512598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q16
median15
Q325
95-th percentile113.4
Maximum307
Range307
Interquartile range (IQR)19

Descriptive statistics

Standard deviation50.680654
Coefficient of variation (CV)1.7364317
Kurtosis17.039701
Mean29.186667
Median Absolute Deviation (MAD)9
Skewness3.9647121
Sum4378
Variance2568.5287
MonotonicityNot monotonic
2024-01-10T04:46:23.613977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5 13
 
0.7%
7 10
 
0.6%
4 7
 
0.4%
21 6
 
0.3%
12 6
 
0.3%
23 6
 
0.3%
3 5
 
0.3%
6 5
 
0.3%
16 5
 
0.3%
2 4
 
0.2%
Other values (45) 83
 
4.8%
(Missing) 1591
91.4%
ValueCountFrequency (%)
0 3
 
0.2%
1 2
 
0.1%
2 4
 
0.2%
3 5
 
0.3%
4 7
0.4%
5 13
0.7%
6 5
 
0.3%
7 10
0.6%
8 1
 
0.1%
9 4
 
0.2%
ValueCountFrequency (%)
307 1
0.1%
296 1
0.1%
290 1
0.1%
250 1
0.1%
173 1
0.1%
155 1
0.1%
132 1
0.1%
126 1
0.1%
98 1
0.1%
92 1
0.1%

안전운전의무 불이행 사고건수
Real number (ℝ)

MISSING 

Distinct122
Distinct (%)81.3%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean335.86
Minimum25
Maximum1761
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:23.716784image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum25
5-th percentile43.7
Q1148.25
median224
Q3353.25
95-th percentile1501
Maximum1761
Range1736
Interquartile range (IQR)205

Descriptive statistics

Standard deviation370.79269
Coefficient of variation (CV)1.1040097
Kurtosis6.8398959
Mean335.86
Median Absolute Deviation (MAD)94
Skewness2.6874154
Sum50379
Variance137487.22
MonotonicityNot monotonic
2024-01-10T04:46:24.049953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
169 4
 
0.2%
176 4
 
0.2%
165 3
 
0.2%
104 2
 
0.1%
241 2
 
0.1%
244 2
 
0.1%
200 2
 
0.1%
383 2
 
0.1%
254 2
 
0.1%
406 2
 
0.1%
Other values (112) 125
 
7.2%
(Missing) 1591
91.4%
ValueCountFrequency (%)
25 1
0.1%
27 1
0.1%
30 2
0.1%
34 1
0.1%
39 2
0.1%
41 1
0.1%
47 2
0.1%
70 1
0.1%
73 1
0.1%
88 1
0.1%
ValueCountFrequency (%)
1761 1
0.1%
1730 1
0.1%
1716 1
0.1%
1646 1
0.1%
1642 1
0.1%
1596 1
0.1%
1545 1
0.1%
1519 1
0.1%
1479 1
0.1%
1246 1
0.1%

교차로통행방법 위반 사고건수
Real number (ℝ)

MISSING 

Distinct73
Distinct (%)48.7%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean39.986667
Minimum0
Maximum228
Zeros1
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:24.151450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4
Q19
median20.5
Q352
95-th percentile146.85
Maximum228
Range228
Interquartile range (IQR)43

Descriptive statistics

Standard deviation47.596738
Coefficient of variation (CV)1.1903152
Kurtosis3.4282619
Mean39.986667
Median Absolute Deviation (MAD)14.5
Skewness1.9250838
Sum5998
Variance2265.4495
MonotonicityNot monotonic
2024-01-10T04:46:24.258828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5 8
 
0.5%
9 8
 
0.5%
7 7
 
0.4%
6 7
 
0.4%
11 5
 
0.3%
18 5
 
0.3%
8 5
 
0.3%
24 4
 
0.2%
14 4
 
0.2%
4 4
 
0.2%
Other values (63) 93
 
5.3%
(Missing) 1591
91.4%
ValueCountFrequency (%)
0 1
 
0.1%
2 3
 
0.2%
3 2
 
0.1%
4 4
0.2%
5 8
0.5%
6 7
0.4%
7 7
0.4%
8 5
0.3%
9 8
0.5%
10 1
 
0.1%
ValueCountFrequency (%)
228 1
0.1%
212 1
0.1%
203 1
0.1%
182 1
0.1%
171 1
0.1%
168 1
0.1%
158 1
0.1%
150 1
0.1%
143 1
0.1%
141 1
0.1%

보행자보호의무위반 사고건수
Real number (ℝ)

MISSING 

Distinct48
Distinct (%)32.0%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean19.62
Minimum0
Maximum117
Zeros3
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:24.366102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q17
median12
Q324
95-th percentile73.1
Maximum117
Range117
Interquartile range (IQR)17

Descriptive statistics

Standard deviation21.553016
Coefficient of variation (CV)1.0985227
Kurtosis5.7708633
Mean19.62
Median Absolute Deviation (MAD)7
Skewness2.3015496
Sum2943
Variance464.53248
MonotonicityNot monotonic
2024-01-10T04:46:24.467008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
8 11
 
0.6%
10 10
 
0.6%
4 9
 
0.5%
9 8
 
0.5%
17 8
 
0.5%
5 6
 
0.3%
2 6
 
0.3%
11 5
 
0.3%
6 5
 
0.3%
12 5
 
0.3%
Other values (38) 77
 
4.4%
(Missing) 1591
91.4%
ValueCountFrequency (%)
0 3
 
0.2%
1 4
 
0.2%
2 6
0.3%
3 3
 
0.2%
4 9
0.5%
5 6
0.3%
6 5
0.3%
7 4
 
0.2%
8 11
0.6%
9 8
0.5%
ValueCountFrequency (%)
117 1
0.1%
108 1
0.1%
96 1
0.1%
87 1
0.1%
81 2
0.1%
75 1
0.1%
74 1
0.1%
72 1
0.1%
64 1
0.1%
61 1
0.1%

기타 사고건수
Real number (ℝ)

MISSING 

Distinct83
Distinct (%)55.3%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean50.88
Minimum4
Maximum321
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:24.566934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4
5-th percentile7
Q123
median38.5
Q369.75
95-th percentile108.5
Maximum321
Range317
Interquartile range (IQR)46.75

Descriptive statistics

Standard deviation45.530272
Coefficient of variation (CV)0.89485597
Kurtosis10.922163
Mean50.88
Median Absolute Deviation (MAD)21.5
Skewness2.713454
Sum7632
Variance2073.0056
MonotonicityNot monotonic
2024-01-10T04:46:24.667878image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7 5
 
0.3%
24 5
 
0.3%
23 5
 
0.3%
27 5
 
0.3%
8 4
 
0.2%
29 4
 
0.2%
10 3
 
0.2%
28 3
 
0.2%
59 3
 
0.2%
73 3
 
0.2%
Other values (73) 110
 
6.3%
(Missing) 1591
91.4%
ValueCountFrequency (%)
4 1
 
0.1%
5 2
 
0.1%
6 1
 
0.1%
7 5
0.3%
8 4
0.2%
9 1
 
0.1%
10 3
0.2%
11 2
 
0.1%
13 2
 
0.1%
14 1
 
0.1%
ValueCountFrequency (%)
321 1
0.1%
243 1
0.1%
214 1
0.1%
209 1
0.1%
182 1
0.1%
149 1
0.1%
118 1
0.1%
113 1
0.1%
103 2
0.1%
101 1
0.1%

차대사람 사고건수
Real number (ℝ)

MISSING 

Distinct105
Distinct (%)70.0%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean108.72
Minimum8
Maximum550
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:24.779295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile19.35
Q145
median71
Q3124
95-th percentile454.1
Maximum550
Range542
Interquartile range (IQR)79

Descriptive statistics

Standard deviation116.31692
Coefficient of variation (CV)1.069876
Kurtosis6.7504168
Mean108.72
Median Absolute Deviation (MAD)35.5
Skewness2.6429596
Sum16308
Variance13529.626
MonotonicityNot monotonic
2024-01-10T04:46:24.887399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
45 4
 
0.2%
21 4
 
0.2%
55 4
 
0.2%
63 3
 
0.2%
48 3
 
0.2%
67 3
 
0.2%
40 3
 
0.2%
27 3
 
0.2%
42 3
 
0.2%
123 2
 
0.1%
Other values (95) 118
 
6.8%
(Missing) 1591
91.4%
ValueCountFrequency (%)
8 1
 
0.1%
12 2
0.1%
14 1
 
0.1%
15 1
 
0.1%
17 2
0.1%
18 1
 
0.1%
21 4
0.2%
22 2
0.1%
23 1
 
0.1%
25 1
 
0.1%
ValueCountFrequency (%)
550 1
0.1%
538 1
0.1%
533 1
0.1%
524 1
0.1%
519 1
0.1%
510 1
0.1%
506 1
0.1%
455 1
0.1%
453 1
0.1%
444 1
0.1%

차대차 사고건수
Real number (ℝ)

MISSING 

Distinct133
Distinct (%)88.7%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean439.4
Minimum35
Maximum2563
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:24.991539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35
5-th percentile57.9
Q1182.75
median294.5
Q3478.5
95-th percentile1785.3
Maximum2563
Range2528
Interquartile range (IQR)295.75

Descriptive statistics

Standard deviation493.83584
Coefficient of variation (CV)1.1238868
Kurtosis8.3459193
Mean439.4
Median Absolute Deviation (MAD)133.5
Skewness2.8670558
Sum65910
Variance243873.84
MonotonicityNot monotonic
2024-01-10T04:46:25.105472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
617 3
 
0.2%
225 2
 
0.1%
119 2
 
0.1%
963 2
 
0.1%
108 2
 
0.1%
55 2
 
0.1%
155 2
 
0.1%
344 2
 
0.1%
234 2
 
0.1%
574 2
 
0.1%
Other values (123) 129
 
7.4%
(Missing) 1591
91.4%
ValueCountFrequency (%)
35 1
0.1%
36 1
0.1%
44 1
0.1%
48 1
0.1%
51 1
0.1%
55 2
0.1%
57 1
0.1%
59 1
0.1%
62 1
0.1%
74 1
0.1%
ValueCountFrequency (%)
2563 1
0.1%
2512 1
0.1%
2510 1
0.1%
2317 1
0.1%
2214 1
0.1%
1928 1
0.1%
1846 1
0.1%
1833 1
0.1%
1727 1
0.1%
1522 1
0.1%

차량단독 사고건수
Real number (ℝ)

MISSING 

Distinct60
Distinct (%)40.0%
Missing1591
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean35.88
Minimum3
Maximum91
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.4 KiB
2024-01-10T04:46:25.211709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3
5-th percentile5.9
Q125.25
median35
Q344.75
95-th percentile68.2
Maximum91
Range88
Interquartile range (IQR)19.5

Descriptive statistics

Standard deviation17.572828
Coefficient of variation (CV)0.48976668
Kurtosis0.54052486
Mean35.88
Median Absolute Deviation (MAD)10
Skewness0.54666944
Sum5382
Variance308.8043
MonotonicityNot monotonic
2024-01-10T04:46:25.311797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
28 7
 
0.4%
22 6
 
0.3%
41 6
 
0.3%
31 6
 
0.3%
36 5
 
0.3%
29 5
 
0.3%
30 5
 
0.3%
44 5
 
0.3%
40 5
 
0.3%
42 4
 
0.2%
Other values (50) 96
 
5.5%
(Missing) 1591
91.4%
ValueCountFrequency (%)
3 2
0.1%
4 2
0.1%
5 4
0.2%
7 1
 
0.1%
9 1
 
0.1%
12 1
 
0.1%
13 2
0.1%
14 1
 
0.1%
15 3
0.2%
16 2
0.1%
ValueCountFrequency (%)
91 1
0.1%
87 1
0.1%
79 1
0.1%
78 2
0.1%
76 1
0.1%
74 1
0.1%
70 1
0.1%
66 1
0.1%
65 1
0.1%
64 1
0.1%

철길건널목 사고건수
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size13.7 KiB
<NA>
1591 
0
 
147
1
 
3

Length

Max length4
Median length4
Mean length3.7415279
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 1591
91.4%
0 147
 
8.4%
1 3
 
0.2%

Length

2024-01-10T04:46:25.417181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T04:46:25.509583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 1591
91.4%
0 147
 
8.4%
1 3
 
0.2%

Sample

기준년도사고분류명시도(시군구)명사고건수사고건수구성비사망자수사망자수구성비치사율부상자수부상자수구성비총사고건수총사망자수총부상자수인구10만명당사고건수자동차1만대당사고건수과속 사고건수중앙선 침범 사고건수신호위반사 고건수안전거리미확보 사고건수안전운전의무 불이행 사고건수교차로통행방법 위반 사고건수보행자보호의무위반 사고건수기타 사고건수차대사람 사고건수차대차 사고건수차량단독 사고건수철길건널목 사고건수
02012전체사고충청남도 계룡시880.0420.042.271540.052236565392344565211.0249.330510747946275740
12012어린이사고충청남도 계룡시90.0700.00.0130.08124978315485<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
22012고령자사고충청남도 계룡시50.0200.00.060.0228185186429699<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
32012보행자사고충청남도 계룡시270.0520.17.41300.0651044202751693<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
42012야간사고충청남도 계룡시380.0400.00.0680.041071272805165925<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
52012어린이보행사고충청남도 계룡시50.100.00.070.135247545347<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
62012고령운전자사고충청남도 계룡시40.0300.00.070.031519071822043<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
72012고령보행자사고충청남도 계룡시30.0300.00.030.0395159598651<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
82012뺑소니사고충청남도 계룡시40.0300.00.070.041145223418261<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
92012무면허사고충청남도 계룡시10.0100.00.020.02818536511867<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
기준년도사고분류명시도(시군구)명사고건수사고건수구성비사망자수사망자수구성비치사율부상자수부상자수구성비총사고건수총사망자수총부상자수인구10만명당사고건수자동차1만대당사고건수과속 사고건수중앙선 침범 사고건수신호위반사 고건수안전거리미확보 사고건수안전운전의무 불이행 사고건수교차로통행방법 위반 사고건수보행자보호의무위반 사고건수기타 사고건수차대사람 사고건수차대차 사고건수차량단독 사고건수철길건널목 사고건수
17312021어린이사고충청남도 홍성군150.1700.00.0230.2188892310978<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
17322021고령자사고충청남도 홍성군740.2120.152.7810.2134907129537894<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
17332021보행자사고충청남도 홍성군430.1230.296.98410.1135665101836001<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
17342021야간사고충청남도 홍성군850.1170.538.241250.11764581310108989<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
17352021어린이보행사고충청남도 홍성군10.0400.00.010.042451102529<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
17362021고령운전자사고충청남도 홍성군600.1920.283.33920.213184170944713<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
17372021고령보행자사고충청남도 홍성군220.2210.174.55220.2398936019423<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
17382021개인형이동수단(PM)사고충청남도 홍성군10.0615.26100.000.01735191901<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
17392021뺑소니사고충청남도 홍성군70.0900.00.0150.1574929810230<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
17402021무면허사고충청남도 홍성군80.1710.8312.5160.2546281216437<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>