Overview

Dataset statistics

Number of variables39
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory33.9 KiB
Average record size in memory347.3 B

Variable types

Numeric24
Categorical15

Alerts

도로종류 has constant value ""Constant
측정일 has constant value ""Constant
측정시간 has constant value ""Constant
11종 차량 속도(km/hr) has constant value ""Constant
12종 차량 속도(km/hr) has constant value ""Constant
11종 차량수(대) has constant value ""Constant
12종 차량수(대) has constant value ""Constant
9종 차량 속도(km/hr) is highly imbalanced (91.9%)Imbalance
8종 차량수(대) is highly imbalanced (62.4%)Imbalance
9종 차량수(대) is highly imbalanced (91.9%)Imbalance
기본키 has unique valuesUnique
1종 차량 속도(km/hr) has 17 (17.0%) zerosZeros
2종 차량 속도(km/hr) has 34 (34.0%) zerosZeros
3종 차량 속도(km/hr) has 24 (24.0%) zerosZeros
4종 차량 속도(km/hr) has 32 (32.0%) zerosZeros
5종 차량 속도(km/hr) has 44 (44.0%) zerosZeros
6종 차량 속도(km/hr) has 74 (74.0%) zerosZeros
7종 차량 속도(km/hr) has 79 (79.0%) zerosZeros
8종 차량 속도(km/hr) has 86 (86.0%) zerosZeros
10종 차량 속도(km/hr) has 73 (73.0%) zerosZeros
1종 차량수(대) has 17 (17.0%) zerosZeros
2종 차량수(대) has 34 (34.0%) zerosZeros
3종 차량수(대) has 24 (24.0%) zerosZeros
4종 차량수(대) has 32 (32.0%) zerosZeros
5종 차량수(대) has 44 (44.0%) zerosZeros
6종 차량수(대) has 74 (74.0%) zerosZeros
7종 차량수(대) has 79 (79.0%) zerosZeros
10종 차량수(대) has 73 (73.0%) zerosZeros
차량통과수(대) has 15 (15.0%) zerosZeros
평균 속도(km) has 15 (15.0%) zerosZeros

Reproduction

Analysis started2023-12-10 11:42:10.959088
Analysis finished2023-12-10 11:42:11.323443
Duration0.36 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기본키
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean50.5
Minimum1
Maximum100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:11.429913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.95
Q125.75
median50.5
Q375.25
95-th percentile95.05
Maximum100
Range99
Interquartile range (IQR)49.5

Descriptive statistics

Standard deviation29.011492
Coefficient of variation (CV)0.57448499
Kurtosis-1.2
Mean50.5
Median Absolute Deviation (MAD)25
Skewness0
Sum5050
Variance841.66667
MonotonicityStrictly increasing
2023-12-10T20:42:11.631298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.0%
65 1
 
1.0%
75 1
 
1.0%
74 1
 
1.0%
73 1
 
1.0%
72 1
 
1.0%
71 1
 
1.0%
70 1
 
1.0%
69 1
 
1.0%
68 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
1 1
1.0%
2 1
1.0%
3 1
1.0%
4 1
1.0%
5 1
1.0%
6 1
1.0%
7 1
1.0%
8 1
1.0%
9 1
1.0%
10 1
1.0%
ValueCountFrequency (%)
100 1
1.0%
99 1
1.0%
98 1
1.0%
97 1
1.0%
96 1
1.0%
95 1
1.0%
94 1
1.0%
93 1
1.0%
92 1
1.0%
91 1
1.0%

도로종류
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
도로공사
100 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row도로공사
2nd row도로공사
3rd row도로공사
4th row도로공사
5th row도로공사

Common Values

ValueCountFrequency (%)
도로공사 100
100.0%

Length

2023-12-10T20:42:11.809074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:11.927723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
도로공사 100
100.0%

측정일
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
20200101
100 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20200101
2nd row20200101
3rd row20200101
4th row20200101
5th row20200101

Common Values

ValueCountFrequency (%)
20200101 100
100.0%

Length

2023-12-10T20:42:12.045954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:12.141348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20200101 100
100.0%

지점
Categorical

Distinct15
Distinct (%)15.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
A-1000-1180S-10
10 
A-0010-3880E-10
10 
A-1000-0754E-9
9 
A-1000-0072S-8
8 
A-1000-0893S-8
8 
Other values (10)
55 

Length

Max length15
Median length14
Mean length14.21
Min length14

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st rowA-0352-3462E-4
2nd rowA-0352-3462E-4
3rd rowA-0352-3462E-4
4th rowA-0352-3462E-4
5th rowA-0500-0022E-6

Common Values

ValueCountFrequency (%)
A-1000-1180S-10 10
10.0%
A-0010-3880E-10 10
10.0%
A-1000-0754E-9 9
9.0%
A-1000-0072S-8 8
 
8.0%
A-1000-0893S-8 8
 
8.0%
A-1200-0149E-8 8
 
8.0%
A-1200-0178S-8 8
 
8.0%
A-0500-0022E-6 6
 
6.0%
A-0500-0138E-6 6
 
6.0%
A-0500-0285S-6 6
 
6.0%
Other values (5) 21
21.0%

Length

2023-12-10T20:42:12.295862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
a-1000-1180s-10 10
10.0%
a-0010-3880e-10 10
10.0%
a-1000-0754e-9 9
9.0%
a-1000-0072s-8 8
 
8.0%
a-1000-0893s-8 8
 
8.0%
a-1200-0149e-8 8
 
8.0%
a-1200-0178s-8 8
 
8.0%
a-0500-0022e-6 6
 
6.0%
a-0500-0138e-6 6
 
6.0%
a-0500-0285s-6 6
 
6.0%
Other values (5) 21
21.0%

방향
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
S
51 
E
49 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowS
2nd rowS
3rd rowE
4th rowE
5th rowS

Common Values

ValueCountFrequency (%)
S 51
51.0%
E 49
49.0%

Length

2023-12-10T20:42:12.452806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:12.600467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
s 51
51.0%
e 49
49.0%

차선
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
29 
2
28 
3
24 
4
14 
5
5 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row2
3rd row1
4th row2
5th row1

Common Values

ValueCountFrequency (%)
1 29
29.0%
2 28
28.0%
3 24
24.0%
4 14
14.0%
5 5
 
5.0%

Length

2023-12-10T20:42:12.770964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:12.909472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 29
29.0%
2 28
28.0%
3 24
24.0%
4 14
14.0%
5 5
 
5.0%

측정구간
Categorical

Distinct29
Distinct (%)29.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
김포TG-김포IC
 
5
기흥IC-수원신갈IC
 
5
평촌IC-학의JC
 
5
수원신갈IC-기흥IC
 
5
학의JC-평촌IC
 
5
Other values (24)
75 

Length

Max length13
Median length9
Mean length9.64
Min length9

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row경기광주IC-경기광주JC
2nd row경기광주IC-경기광주JC
3rd row경기광주JC-경기광주IC
4th row경기광주JC-경기광주IC
5th row월곶JC-서창JC

Common Values

ValueCountFrequency (%)
김포TG-김포IC 5
 
5.0%
기흥IC-수원신갈IC 5
 
5.0%
평촌IC-학의JC 5
 
5.0%
수원신갈IC-기흥IC 5
 
5.0%
학의JC-평촌IC 5
 
5.0%
인천TG-부평IC 4
 
4.0%
송파IC-성남TG 4
 
4.0%
성남TG-송파IC 4
 
4.0%
장수IC-송내IC 4
 
4.0%
부평IC-인천TG 4
 
4.0%
Other values (19) 55
55.0%

Length

2023-12-10T20:42:13.116188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
김포tg-김포ic 5
 
5.0%
평촌ic-학의jc 5
 
5.0%
수원신갈ic-기흥ic 5
 
5.0%
학의jc-평촌ic 5
 
5.0%
기흥ic-수원신갈ic 5
 
5.0%
부천ic-서운jc 4
 
4.0%
송내ic-장수ic 4
 
4.0%
김포ic-김포tg 4
 
4.0%
서운jc-부천ic 4
 
4.0%
부평ic-인천tg 4
 
4.0%
Other values (19) 55
55.0%

장비이정(km)
Real number (ℝ)

Distinct15
Distinct (%)15.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean104.1636
Minimum2.2
Maximum393.2
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:13.422052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.2
5-th percentile2.2
Q113.8
median28.58
Q3118.16
95-th percentile388
Maximum393.2
Range391
Interquartile range (IQR)104.36

Descriptive statistics

Standard deviation135.9977
Coefficient of variation (CV)1.3056164
Kurtosis0.21828598
Mean104.1636
Median Absolute Deviation (MAD)26.38
Skewness1.3662192
Sum10416.36
Variance18495.375
MonotonicityNot monotonic
2023-12-10T20:42:13.872424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
118.16 10
10.0%
388.0 10
10.0%
75.4 9
9.0%
7.29 8
 
8.0%
89.32 8
 
8.0%
14.91 8
 
8.0%
17.84 8
 
8.0%
2.2 6
 
6.0%
13.8 6
 
6.0%
28.58 6
 
6.0%
Other values (5) 21
21.0%
ValueCountFrequency (%)
2.2 6
6.0%
7.29 8
8.0%
12.9 6
6.0%
13.8 6
6.0%
14.91 8
8.0%
15.3 6
6.0%
17.84 8
8.0%
28.58 6
6.0%
75.4 9
9.0%
89.32 8
8.0%
ValueCountFrequency (%)
393.2 1
 
1.0%
388.0 10
10.0%
356.05 4
 
4.0%
346.8 4
 
4.0%
118.16 10
10.0%
89.32 8
8.0%
75.4 9
9.0%
28.58 6
6.0%
17.84 8
8.0%
15.3 6
6.0%

측정시간
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
100 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 100
100.0%

Length

2023-12-10T20:42:14.316034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:14.673499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

1종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct67
Distinct (%)67.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean73.4742
Minimum0
Maximum120.75
Zeros17
Zeros (%)17.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:14.851758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q174.6875
median84.75
Q393.5425
95-th percentile106.5375
Maximum120.75
Range120.75
Interquartile range (IQR)18.855

Descriptive statistics

Standard deviation34.997882
Coefficient of variation (CV)0.47632887
Kurtosis0.62479986
Mean73.4742
Median Absolute Deviation (MAD)9.46
Skewness-1.4316649
Sum7347.42
Variance1224.8518
MonotonicityNot monotonic
2023-12-10T20:42:15.093062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 17
 
17.0%
87.5 4
 
4.0%
101.5 3
 
3.0%
93.5 3
 
3.0%
84.75 3
 
3.0%
86.75 2
 
2.0%
77.0 2
 
2.0%
91.5 2
 
2.0%
81.5 2
 
2.0%
87.25 2
 
2.0%
Other values (57) 60
60.0%
ValueCountFrequency (%)
0.0 17
17.0%
56.75 1
 
1.0%
69.0 1
 
1.0%
71.0 1
 
1.0%
71.25 2
 
2.0%
73.0 1
 
1.0%
74.25 1
 
1.0%
74.5 1
 
1.0%
74.75 1
 
1.0%
76.0 1
 
1.0%
ValueCountFrequency (%)
120.75 1
1.0%
110.25 1
1.0%
109.75 1
1.0%
108.0 1
1.0%
107.25 1
1.0%
106.5 1
1.0%
105.25 1
1.0%
104.25 1
1.0%
103.0 1
1.0%
102.25 1
1.0%

2종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct57
Distinct (%)57.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean61.1693
Minimum0
Maximum125
Zeros34
Zeros (%)34.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:15.625903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median85.585
Q396.7525
95-th percentile105.525
Maximum125
Range125
Interquartile range (IQR)96.7525

Descriptive statistics

Standard deviation44.909341
Coefficient of variation (CV)0.73418105
Kurtosis-1.5505057
Mean61.1693
Median Absolute Deviation (MAD)13.5
Skewness-0.57649142
Sum6116.93
Variance2016.8489
MonotonicityNot monotonic
2023-12-10T20:42:15.875420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 34
34.0%
99.0 2
 
2.0%
94.67 2
 
2.0%
89.0 2
 
2.0%
97.25 2
 
2.0%
97.0 2
 
2.0%
85.67 2
 
2.0%
96.5 2
 
2.0%
95.5 2
 
2.0%
85.0 2
 
2.0%
Other values (47) 48
48.0%
ValueCountFrequency (%)
0.0 34
34.0%
66.0 1
 
1.0%
70.0 1
 
1.0%
72.0 1
 
1.0%
74.67 1
 
1.0%
75.0 1
 
1.0%
79.0 1
 
1.0%
80.0 1
 
1.0%
80.75 1
 
1.0%
81.5 1
 
1.0%
ValueCountFrequency (%)
125.0 1
1.0%
111.5 1
1.0%
109.0 1
1.0%
108.0 1
1.0%
106.0 1
1.0%
105.5 1
1.0%
104.75 1
1.0%
104.0 1
1.0%
102.5 1
1.0%
101.5 1
1.0%

3종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct64
Distinct (%)64.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean71.7807
Minimum0
Maximum135
Zeros24
Zeros (%)24.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:16.117594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q172.75
median90
Q397
95-th percentile113.1
Maximum135
Range135
Interquartile range (IQR)24.25

Descriptive statistics

Standard deviation41.674101
Coefficient of variation (CV)0.5805753
Kurtosis-0.6117232
Mean71.7807
Median Absolute Deviation (MAD)9.5
Skewness-1.0381457
Sum7178.07
Variance1736.7307
MonotonicityNot monotonic
2023-12-10T20:42:16.330910image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 24
24.0%
96.5 3
 
3.0%
93.25 3
 
3.0%
97.0 3
 
3.0%
88.25 3
 
3.0%
86.0 2
 
2.0%
95.25 2
 
2.0%
99.0 2
 
2.0%
96.75 2
 
2.0%
100.0 2
 
2.0%
Other values (54) 54
54.0%
ValueCountFrequency (%)
0.0 24
24.0%
71.25 1
 
1.0%
73.25 1
 
1.0%
75.25 1
 
1.0%
76.0 1
 
1.0%
78.0 1
 
1.0%
78.75 1
 
1.0%
79.5 1
 
1.0%
83.25 1
 
1.0%
83.75 1
 
1.0%
ValueCountFrequency (%)
135.0 1
1.0%
119.0 1
1.0%
116.0 1
1.0%
115.5 1
1.0%
115.0 1
1.0%
113.0 1
1.0%
111.0 1
1.0%
108.0 1
1.0%
107.0 1
1.0%
106.33 1
1.0%

4종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct56
Distinct (%)56.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean59.6432
Minimum0
Maximum129
Zeros32
Zeros (%)32.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:16.540110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median78.375
Q386.0625
95-th percentile112.7625
Maximum129
Range129
Interquartile range (IQR)86.0625

Descriptive statistics

Standard deviation42.731467
Coefficient of variation (CV)0.71645162
Kurtosis-1.3550053
Mean59.6432
Median Absolute Deviation (MAD)16.375
Skewness-0.52520219
Sum5964.32
Variance1825.9783
MonotonicityNot monotonic
2023-12-10T20:42:16.720498image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 32
32.0%
83.0 4
 
4.0%
80.0 3
 
3.0%
78.0 3
 
3.0%
76.0 2
 
2.0%
86.0 2
 
2.0%
84.5 2
 
2.0%
74.0 2
 
2.0%
81.5 2
 
2.0%
73.0 2
 
2.0%
Other values (46) 46
46.0%
ValueCountFrequency (%)
0.0 32
32.0%
62.33 1
 
1.0%
67.0 1
 
1.0%
70.0 1
 
1.0%
73.0 2
 
2.0%
73.25 1
 
1.0%
74.0 2
 
2.0%
74.33 1
 
1.0%
75.33 1
 
1.0%
75.75 1
 
1.0%
ValueCountFrequency (%)
129.0 1
1.0%
122.5 1
1.0%
120.0 1
1.0%
117.0 1
1.0%
113.0 1
1.0%
112.75 1
1.0%
112.0 1
1.0%
106.5 1
1.0%
106.0 1
1.0%
104.0 1
1.0%

5종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct40
Distinct (%)40.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean41.3067
Minimum0
Maximum92.75
Zeros44
Zeros (%)44.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:16.917761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median58
Q375.7525
95-th percentile86.4135
Maximum92.75
Range92.75
Interquartile range (IQR)75.7525

Descriptive statistics

Standard deviation37.611281
Coefficient of variation (CV)0.91053706
Kurtosis-1.8798761
Mean41.3067
Median Absolute Deviation (MAD)28.165
Skewness-0.12221799
Sum4130.67
Variance1414.6085
MonotonicityNot monotonic
2023-12-10T20:42:17.120530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%)
0.0 44
44.0%
53.0 3
 
3.0%
63.0 3
 
3.0%
83.5 3
 
3.0%
64.0 2
 
2.0%
73.5 2
 
2.0%
72.0 2
 
2.0%
78.5 2
 
2.0%
56.0 2
 
2.0%
74.0 2
 
2.0%
Other values (30) 35
35.0%
ValueCountFrequency (%)
0.0 44
44.0%
50.0 1
 
1.0%
53.0 3
 
3.0%
56.0 2
 
2.0%
60.0 1
 
1.0%
63.0 3
 
3.0%
64.0 2
 
2.0%
66.0 1
 
1.0%
67.0 1
 
1.0%
69.0 2
 
2.0%
ValueCountFrequency (%)
92.75 1
 
1.0%
90.0 1
 
1.0%
89.67 1
 
1.0%
88.0 2
2.0%
86.33 1
 
1.0%
86.0 1
 
1.0%
85.5 1
 
1.0%
85.0 1
 
1.0%
83.5 3
3.0%
83.0 2
2.0%

6종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct24
Distinct (%)24.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.2449
Minimum0
Maximum101
Zeros74
Zeros (%)74.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:17.317741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q367.625
95-th percentile88.05
Maximum101
Range101
Interquartile range (IQR)67.625

Descriptive statistics

Standard deviation36.275199
Coefficient of variation (CV)1.707478
Kurtosis-0.58591233
Mean21.2449
Median Absolute Deviation (MAD)0
Skewness1.1605067
Sum2124.49
Variance1315.8901
MonotonicityNot monotonic
2023-12-10T20:42:17.488686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
0.0 74
74.0%
78.0 2
 
2.0%
83.5 2
 
2.0%
84.0 2
 
2.0%
67.5 1
 
1.0%
78.33 1
 
1.0%
101.0 1
 
1.0%
79.5 1
 
1.0%
82.33 1
 
1.0%
91.5 1
 
1.0%
Other values (14) 14
 
14.0%
ValueCountFrequency (%)
0.0 74
74.0%
67.5 1
 
1.0%
68.0 1
 
1.0%
72.33 1
 
1.0%
72.5 1
 
1.0%
74.0 1
 
1.0%
75.0 1
 
1.0%
75.5 1
 
1.0%
76.0 1
 
1.0%
78.0 2
 
2.0%
ValueCountFrequency (%)
101.0 1
1.0%
99.5 1
1.0%
92.0 1
1.0%
91.5 1
1.0%
89.0 1
1.0%
88.0 1
1.0%
86.0 1
1.0%
85.0 1
1.0%
84.0 2
2.0%
83.5 2
2.0%

7종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct18
Distinct (%)18.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.1142
Minimum0
Maximum104
Zeros79
Zeros (%)79.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:17.695984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile88
Maximum104
Range104
Interquartile range (IQR)0

Descriptive statistics

Standard deviation33.745664
Coefficient of variation (CV)1.9717933
Kurtosis0.4999369
Mean17.1142
Median Absolute Deviation (MAD)0
Skewness1.5316037
Sum1711.42
Variance1138.7698
MonotonicityNot monotonic
2023-12-10T20:42:17.869195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0.0 79
79.0%
69.0 2
 
2.0%
80.0 2
 
2.0%
65.0 2
 
2.0%
88.0 2
 
2.0%
86.0 1
 
1.0%
76.67 1
 
1.0%
101.25 1
 
1.0%
84.5 1
 
1.0%
81.0 1
 
1.0%
Other values (8) 8
 
8.0%
ValueCountFrequency (%)
0.0 79
79.0%
65.0 2
 
2.0%
66.5 1
 
1.0%
69.0 2
 
2.0%
75.5 1
 
1.0%
76.67 1
 
1.0%
77.0 1
 
1.0%
80.0 2
 
2.0%
81.0 1
 
1.0%
81.67 1
 
1.0%
ValueCountFrequency (%)
104.0 1
1.0%
101.25 1
1.0%
99.0 1
1.0%
89.0 1
1.0%
88.0 2
2.0%
86.0 1
1.0%
85.33 1
1.0%
84.5 1
1.0%
81.67 1
1.0%
81.0 1
1.0%

8종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct14
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.375
Minimum0
Maximum84
Zeros86
Zeros (%)86.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:18.077680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile76.05
Maximum84
Range84
Interquartile range (IQR)0

Descriptive statistics

Standard deviation25.9979
Coefficient of variation (CV)2.5058216
Kurtosis2.7804101
Mean10.375
Median Absolute Deviation (MAD)0
Skewness2.1550178
Sum1037.5
Variance675.89078
MonotonicityNot monotonic
2023-12-10T20:42:18.220784image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
0.0 86
86.0%
75.0 2
 
2.0%
76.0 1
 
1.0%
83.0 1
 
1.0%
72.0 1
 
1.0%
84.0 1
 
1.0%
69.0 1
 
1.0%
74.0 1
 
1.0%
56.0 1
 
1.0%
77.0 1
 
1.0%
Other values (4) 4
 
4.0%
ValueCountFrequency (%)
0.0 86
86.0%
56.0 1
 
1.0%
62.0 1
 
1.0%
69.0 1
 
1.0%
72.0 1
 
1.0%
73.0 1
 
1.0%
74.0 1
 
1.0%
75.0 2
 
2.0%
76.0 1
 
1.0%
77.0 1
 
1.0%
ValueCountFrequency (%)
84.0 1
1.0%
83.0 1
1.0%
82.5 1
1.0%
79.0 1
1.0%
77.0 1
1.0%
76.0 1
1.0%
75.0 2
2.0%
74.0 1
1.0%
73.0 1
1.0%
72.0 1
1.0%

9종 차량 속도(km/hr)
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
99 
80
 
1

Length

Max length2
Median length1
Mean length1.01
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 99
99.0%
80 1
 
1.0%

Length

2023-12-10T20:42:18.401081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:18.535194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 99
99.0%
80 1
 
1.0%

10종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct21
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.9359
Minimum0
Maximum88
Zeros73
Zeros (%)73.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:18.656240image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q369.25
95-th percentile84.05
Maximum88
Range88
Interquartile range (IQR)69.25

Descriptive statistics

Standard deviation34.74308
Coefficient of variation (CV)1.6594978
Kurtosis-0.8067275
Mean20.9359
Median Absolute Deviation (MAD)0
Skewness1.0803739
Sum2093.59
Variance1207.0816
MonotonicityNot monotonic
2023-12-10T20:42:18.821260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
0.0 73
73.0%
76.5 2
 
2.0%
78.0 2
 
2.0%
79.0 2
 
2.0%
73.0 2
 
2.0%
70.0 2
 
2.0%
80.0 2
 
2.0%
87.0 2
 
2.0%
64.5 1
 
1.0%
69.0 1
 
1.0%
Other values (11) 11
 
11.0%
ValueCountFrequency (%)
0.0 73
73.0%
64.5 1
 
1.0%
69.0 1
 
1.0%
70.0 2
 
2.0%
71.0 1
 
1.0%
72.0 1
 
1.0%
73.0 2
 
2.0%
73.67 1
 
1.0%
75.75 1
 
1.0%
76.5 2
 
2.0%
ValueCountFrequency (%)
88.0 1
1.0%
87.0 2
2.0%
86.67 1
1.0%
85.0 1
1.0%
84.0 1
1.0%
81.5 1
1.0%
80.0 2
2.0%
79.0 2
2.0%
78.5 1
1.0%
78.0 2
2.0%

11종 차량 속도(km/hr)
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
100 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 100
100.0%

Length

2023-12-10T20:42:18.994887image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:19.116477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

12종 차량 속도(km/hr)
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
100 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 100
100.0%

Length

2023-12-10T20:42:19.249201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:19.373217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

1종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct73
Distinct (%)73.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean194.94
Minimum0
Maximum891
Zeros17
Zeros (%)17.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:19.493163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q172
median191
Q3280.75
95-th percentile456.15
Maximum891
Range891
Interquartile range (IQR)208.75

Descriptive statistics

Standard deviation155.37194
Coefficient of variation (CV)0.79702444
Kurtosis2.8550508
Mean194.94
Median Absolute Deviation (MAD)98
Skewness1.0133543
Sum19494
Variance24140.441
MonotonicityNot monotonic
2023-12-10T20:42:19.652303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 17
 
17.0%
280 2
 
2.0%
384 2
 
2.0%
128 2
 
2.0%
4 2
 
2.0%
191 2
 
2.0%
217 2
 
2.0%
172 2
 
2.0%
308 2
 
2.0%
270 2
 
2.0%
Other values (63) 65
65.0%
ValueCountFrequency (%)
0 17
17.0%
1 1
 
1.0%
3 1
 
1.0%
4 2
 
2.0%
11 1
 
1.0%
12 1
 
1.0%
61 1
 
1.0%
69 1
 
1.0%
73 1
 
1.0%
105 1
 
1.0%
ValueCountFrequency (%)
891 1
1.0%
538 1
1.0%
517 1
1.0%
498 1
1.0%
478 1
1.0%
455 1
1.0%
396 1
1.0%
384 2
2.0%
381 1
1.0%
369 1
1.0%

2종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct18
Distinct (%)18.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.99
Minimum0
Maximum40
Zeros34
Zeros (%)34.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:19.803889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q36
95-th percentile14.1
Maximum40
Range40
Interquartile range (IQR)6

Descriptive statistics

Standard deviation6.2498404
Coefficient of variation (CV)1.566376
Kurtosis12.680459
Mean3.99
Median Absolute Deviation (MAD)2
Skewness3.0944442
Sum399
Variance39.060505
MonotonicityNot monotonic
2023-12-10T20:42:19.943736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0 34
34.0%
1 13
 
13.0%
2 12
 
12.0%
3 7
 
7.0%
7 5
 
5.0%
4 5
 
5.0%
8 5
 
5.0%
6 4
 
4.0%
5 3
 
3.0%
13 2
 
2.0%
Other values (8) 10
 
10.0%
ValueCountFrequency (%)
0 34
34.0%
1 13
 
13.0%
2 12
 
12.0%
3 7
 
7.0%
4 5
 
5.0%
5 3
 
3.0%
6 4
 
4.0%
7 5
 
5.0%
8 5
 
5.0%
9 2
 
2.0%
ValueCountFrequency (%)
40 1
 
1.0%
28 1
 
1.0%
23 1
 
1.0%
17 1
 
1.0%
16 1
 
1.0%
14 2
 
2.0%
13 2
 
2.0%
11 1
 
1.0%
9 2
 
2.0%
8 5
5.0%

3종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct42
Distinct (%)42.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.33
Minimum0
Maximum301
Zeros24
Zeros (%)24.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:20.118739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median8
Q324.5
95-th percentile98.55
Maximum301
Range301
Interquartile range (IQR)23.5

Descriptive statistics

Standard deviation41.924428
Coefficient of variation (CV)1.7970179
Kurtosis19.991488
Mean23.33
Median Absolute Deviation (MAD)8
Skewness3.8574329
Sum2333
Variance1757.6577
MonotonicityNot monotonic
2023-12-10T20:42:20.313129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=42)
ValueCountFrequency (%)
0 24
24.0%
2 6
 
6.0%
17 5
 
5.0%
8 5
 
5.0%
5 4
 
4.0%
1 4
 
4.0%
14 3
 
3.0%
11 3
 
3.0%
3 3
 
3.0%
22 3
 
3.0%
Other values (32) 40
40.0%
ValueCountFrequency (%)
0 24
24.0%
1 4
 
4.0%
2 6
 
6.0%
3 3
 
3.0%
4 2
 
2.0%
5 4
 
4.0%
6 1
 
1.0%
7 2
 
2.0%
8 5
 
5.0%
9 2
 
2.0%
ValueCountFrequency (%)
301 1
1.0%
151 1
1.0%
135 1
1.0%
127 1
1.0%
109 1
1.0%
98 2
2.0%
96 1
1.0%
63 1
1.0%
61 1
1.0%
60 1
1.0%

4종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct34
Distinct (%)34.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.31
Minimum0
Maximum645
Zeros32
Zeros (%)32.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:20.467874image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q313.25
95-th percentile45.35
Maximum645
Range645
Interquartile range (IQR)13.25

Descriptive statistics

Standard deviation77.375471
Coefficient of variation (CV)3.6309466
Kurtosis46.595488
Mean21.31
Median Absolute Deviation (MAD)3
Skewness6.5053093
Sum2131
Variance5986.9635
MonotonicityNot monotonic
2023-12-10T20:42:20.598436image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
0 32
32.0%
2 13
13.0%
7 6
 
6.0%
1 4
 
4.0%
28 3
 
3.0%
3 3
 
3.0%
5 3
 
3.0%
13 3
 
3.0%
11 2
 
2.0%
21 2
 
2.0%
Other values (24) 29
29.0%
ValueCountFrequency (%)
0 32
32.0%
1 4
 
4.0%
2 13
13.0%
3 3
 
3.0%
4 2
 
2.0%
5 3
 
3.0%
6 1
 
1.0%
7 6
 
6.0%
8 1
 
1.0%
9 2
 
2.0%
ValueCountFrequency (%)
645 1
1.0%
319 1
1.0%
308 1
1.0%
87 1
1.0%
52 1
1.0%
45 1
1.0%
38 1
1.0%
34 1
1.0%
33 1
1.0%
30 1
1.0%

5종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct21
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.03
Minimum0
Maximum37
Zeros44
Zeros (%)44.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:20.711630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q35
95-th percentile19
Maximum37
Range37
Interquartile range (IQR)5

Descriptive statistics

Standard deviation7.1115996
Coefficient of variation (CV)1.7646649
Kurtosis6.815448
Mean4.03
Median Absolute Deviation (MAD)1
Skewness2.5219769
Sum403
Variance50.574848
MonotonicityNot monotonic
2023-12-10T20:42:20.836765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
0 44
44.0%
1 16
 
16.0%
2 7
 
7.0%
5 6
 
6.0%
4 3
 
3.0%
19 3
 
3.0%
3 3
 
3.0%
7 3
 
3.0%
13 2
 
2.0%
8 2
 
2.0%
Other values (11) 11
 
11.0%
ValueCountFrequency (%)
0 44
44.0%
1 16
 
16.0%
2 7
 
7.0%
3 3
 
3.0%
4 3
 
3.0%
5 6
 
6.0%
6 1
 
1.0%
7 3
 
3.0%
8 2
 
2.0%
10 1
 
1.0%
ValueCountFrequency (%)
37 1
 
1.0%
31 1
 
1.0%
28 1
 
1.0%
21 1
 
1.0%
19 3
3.0%
17 1
 
1.0%
15 1
 
1.0%
14 1
 
1.0%
13 2
2.0%
12 1
 
1.0%

6종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.82
Minimum0
Maximum11
Zeros74
Zeros (%)74.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:20.977303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile5
Maximum11
Range11
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.8388622
Coefficient of variation (CV)2.2425149
Kurtosis11.196843
Mean0.82
Median Absolute Deviation (MAD)0
Skewness3.0655693
Sum82
Variance3.3814141
MonotonicityNot monotonic
2023-12-10T20:42:21.115230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 74
74.0%
2 9
 
9.0%
1 6
 
6.0%
5 5
 
5.0%
4 2
 
2.0%
3 2
 
2.0%
8 1
 
1.0%
11 1
 
1.0%
ValueCountFrequency (%)
0 74
74.0%
1 6
 
6.0%
2 9
 
9.0%
3 2
 
2.0%
4 2
 
2.0%
5 5
 
5.0%
8 1
 
1.0%
11 1
 
1.0%
ValueCountFrequency (%)
11 1
 
1.0%
8 1
 
1.0%
5 5
 
5.0%
4 2
 
2.0%
3 2
 
2.0%
2 9
 
9.0%
1 6
 
6.0%
0 74
74.0%

7종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.45
Minimum0
Maximum8
Zeros79
Zeros (%)79.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:21.278530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2.05
Maximum8
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.209182
Coefficient of variation (CV)2.6870712
Kurtosis19.370184
Mean0.45
Median Absolute Deviation (MAD)0
Skewness4.0370838
Sum45
Variance1.4621212
MonotonicityNot monotonic
2023-12-10T20:42:21.457627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 79
79.0%
1 11
 
11.0%
2 5
 
5.0%
3 2
 
2.0%
6 1
 
1.0%
8 1
 
1.0%
4 1
 
1.0%
ValueCountFrequency (%)
0 79
79.0%
1 11
 
11.0%
2 5
 
5.0%
3 2
 
2.0%
4 1
 
1.0%
6 1
 
1.0%
8 1
 
1.0%
ValueCountFrequency (%)
8 1
 
1.0%
6 1
 
1.0%
4 1
 
1.0%
3 2
 
2.0%
2 5
 
5.0%
1 11
 
11.0%
0 79
79.0%

8종 차량수(대)
Categorical

IMBALANCE 

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
86 
1
9 
2
 
4
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 86
86.0%
1 9
 
9.0%
2 4
 
4.0%
3 1
 
1.0%

Length

2023-12-10T20:42:21.617019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:21.749330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 86
86.0%
1 9
 
9.0%
2 4
 
4.0%
3 1
 
1.0%

9종 차량수(대)
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
99 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 99
99.0%
1 1
 
1.0%

Length

2023-12-10T20:42:21.930246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:22.037810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 99
99.0%
1 1
 
1.0%

10종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.75
Minimum0
Maximum14
Zeros73
Zeros (%)73.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:22.150993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile3
Maximum14
Range14
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.0418599
Coefficient of variation (CV)2.7224799
Kurtosis22.718964
Mean0.75
Median Absolute Deviation (MAD)0
Skewness4.4436695
Sum75
Variance4.1691919
MonotonicityNot monotonic
2023-12-10T20:42:22.276376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 73
73.0%
1 13
 
13.0%
2 6
 
6.0%
3 4
 
4.0%
8 1
 
1.0%
10 1
 
1.0%
14 1
 
1.0%
6 1
 
1.0%
ValueCountFrequency (%)
0 73
73.0%
1 13
 
13.0%
2 6
 
6.0%
3 4
 
4.0%
6 1
 
1.0%
8 1
 
1.0%
10 1
 
1.0%
14 1
 
1.0%
ValueCountFrequency (%)
14 1
 
1.0%
10 1
 
1.0%
8 1
 
1.0%
6 1
 
1.0%
3 4
 
4.0%
2 6
 
6.0%
1 13
 
13.0%
0 73
73.0%

11종 차량수(대)
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
100 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 100
100.0%

Length

2023-12-10T20:42:22.441026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:22.880081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

12종 차량수(대)
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
100 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 100
100.0%

Length

2023-12-10T20:42:23.044332image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:42:23.172796image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

차량통과수(대)
Real number (ℝ)

ZEROS 

Distinct77
Distinct (%)77.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean249.83
Minimum0
Maximum964
Zeros15
Zeros (%)15.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:23.406721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1150
median244
Q3348.75
95-th percentile514
Maximum964
Range964
Interquartile range (IQR)198.75

Descriptive statistics

Standard deviation175.56622
Coefficient of variation (CV)0.70274273
Kurtosis1.8495516
Mean249.83
Median Absolute Deviation (MAD)105
Skewness0.75082234
Sum24983
Variance30823.496
MonotonicityNot monotonic
2023-12-10T20:42:23.711218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 15
 
15.0%
216 3
 
3.0%
393 2
 
2.0%
261 2
 
2.0%
310 2
 
2.0%
221 2
 
2.0%
198 2
 
2.0%
277 2
 
2.0%
155 2
 
2.0%
609 1
 
1.0%
Other values (67) 67
67.0%
ValueCountFrequency (%)
0 15
15.0%
1 1
 
1.0%
5 1
 
1.0%
13 1
 
1.0%
80 1
 
1.0%
107 1
 
1.0%
108 1
 
1.0%
116 1
 
1.0%
133 1
 
1.0%
134 1
 
1.0%
ValueCountFrequency (%)
964 1
1.0%
661 1
1.0%
648 1
1.0%
609 1
1.0%
590 1
1.0%
510 1
1.0%
502 1
1.0%
462 1
1.0%
444 1
1.0%
438 1
1.0%

평균 속도(km)
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)83.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean76.4275
Minimum0
Maximum124.38
Zeros15
Zeros (%)15.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:23.932029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q177.8
median85.9
Q395.4125
95-th percentile106.476
Maximum124.38
Range124.38
Interquartile range (IQR)17.6125

Descriptive statistics

Standard deviation33.718311
Coefficient of variation (CV)0.44118035
Kurtosis1.3152584
Mean76.4275
Median Absolute Deviation (MAD)8.865
Skewness-1.6277094
Sum7642.75
Variance1136.9245
MonotonicityNot monotonic
2023-12-10T20:42:24.189282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 15
 
15.0%
78.71 2
 
2.0%
95.46 2
 
2.0%
109.25 2
 
2.0%
81.28 1
 
1.0%
79.82 1
 
1.0%
95.41 1
 
1.0%
111.6 1
 
1.0%
70.43 1
 
1.0%
72.59 1
 
1.0%
Other values (73) 73
73.0%
ValueCountFrequency (%)
0.0 15
15.0%
69.14 1
 
1.0%
70.43 1
 
1.0%
72.59 1
 
1.0%
75.96 1
 
1.0%
76.21 1
 
1.0%
76.48 1
 
1.0%
76.52 1
 
1.0%
76.95 1
 
1.0%
77.12 1
 
1.0%
ValueCountFrequency (%)
124.38 1
1.0%
111.6 1
1.0%
110.75 1
1.0%
109.25 2
2.0%
106.33 1
1.0%
105.1 1
1.0%
104.5 1
1.0%
104.38 1
1.0%
104.17 1
1.0%
103.48 1
1.0%

위도(°)
Real number (ℝ)

Distinct15
Distinct (%)15.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.575671
Minimum37.226111
Maximum37.999444
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:24.384362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.226111
5-th percentile37.226111
Q137.384167
median37.524311
Q337.774097
95-th percentile37.999444
Maximum37.999444
Range0.77333333
Interquartile range (IQR)0.38993056

Descriptive statistics

Standard deviation0.24030875
Coefficient of variation (CV)0.0063953281
Kurtosis-1.1610909
Mean37.575671
Median Absolute Deviation (MAD)0.19972917
Skewness0.2937806
Sum3757.5671
Variance0.057748294
MonotonicityNot monotonic
2023-12-10T20:42:24.563042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
37.38416667 10
10.0%
37.22611111 10
10.0%
37.99944444 9
9.0%
37.76027778 8
 
8.0%
37.81555556 8
 
8.0%
37.87722222 8
 
8.0%
37.52431111 8
 
8.0%
37.41758333 6
 
6.0%
37.58333333 6
 
6.0%
37.32109722 6
 
6.0%
Other values (5) 21
21.0%
ValueCountFrequency (%)
37.22611111 10
10.0%
37.27944444 1
 
1.0%
37.32109722 6
6.0%
37.38416667 10
10.0%
37.41277778 4
 
4.0%
37.41758333 6
6.0%
37.42888889 6
6.0%
37.47277778 4
 
4.0%
37.52431111 8
8.0%
37.58333333 6
6.0%
ValueCountFrequency (%)
37.99944444 9
9.0%
37.87722222 8
8.0%
37.81555556 8
8.0%
37.76027778 8
8.0%
37.72055556 6
6.0%
37.58333333 6
6.0%
37.52431111 8
8.0%
37.47277778 4
4.0%
37.42888889 6
6.0%
37.41758333 6
6.0%

경도(°)
Real number (ℝ)

Distinct15
Distinct (%)15.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.10629
Minimum126.73836
Maximum127.37306
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:42:24.740505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.73836
5-th percentile126.73836
Q1126.96676
median127.21528
Q3127.26299
95-th percentile127.37306
Maximum127.37306
Range0.6346917
Interquartile range (IQR)0.2962278

Descriptive statistics

Standard deviation0.20416754
Coefficient of variation (CV)0.0016062741
Kurtosis-0.99858881
Mean127.10629
Median Absolute Deviation (MAD)0.1069445
Skewness-0.63664313
Sum12710.629
Variance0.041684383
MonotonicityNot monotonic
2023-12-10T20:42:24.923125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
126.9908333 10
10.0%
127.10833329999998 10
10.0%
127.2897222 9
9.0%
127.2152778 8
 
8.0%
127.2547222 8
 
8.0%
127.23166670000002 8
 
8.0%
126.7635667 8
 
8.0%
126.7383639 6
 
6.0%
127.3730556 6
 
6.0%
126.96675829999998 6
 
6.0%
Other values (5) 21
21.0%
ValueCountFrequency (%)
126.7383639 6
6.0%
126.7635667 8
8.0%
126.7997222 6
6.0%
126.96675829999998 6
6.0%
126.9908333 10
10.0%
127.1058333 1
 
1.0%
127.10833329999998 10
10.0%
127.2152778 8
8.0%
127.23166670000002 8
8.0%
127.2486111 4
 
4.0%
ValueCountFrequency (%)
127.3730556 6
6.0%
127.3033333 4
 
4.0%
127.2897222 9
9.0%
127.2877778 6
6.0%
127.2547222 8
8.0%
127.2486111 4
 
4.0%
127.23166670000002 8
8.0%
127.2152778 8
8.0%
127.10833329999998 10
10.0%
127.1058333 1
 
1.0%

기울기(°)
Real number (ℝ)

Distinct27
Distinct (%)27.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.0108
Minimum-4.97
Maximum4.99
Zeros0
Zeros (%)0.0%
Negative51
Negative (%)51.0%
Memory size1.0 KiB
2023-12-10T20:42:25.099921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-4.97
5-th percentile-3.336
Q1-0.55
median-0.01
Q30.56
95-th percentile3.2135
Maximum4.99
Range9.96
Interquartile range (IQR)1.11

Descriptive statistics

Standard deviation1.925827
Coefficient of variation (CV)-178.31731
Kurtosis2.1947986
Mean-0.0108
Median Absolute Deviation (MAD)0.57
Skewness0.013322563
Sum-1.08
Variance3.7088095
MonotonicityNot monotonic
2023-12-10T20:42:25.273241image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
1.46 7
 
7.0%
-0.14 6
 
6.0%
-0.55 5
 
5.0%
-4.97 5
 
5.0%
4.99 5
 
5.0%
0.56 5
 
5.0%
-1.51 4
 
4.0%
0.2 4
 
4.0%
0.92 4
 
4.0%
-1.15 4
 
4.0%
Other values (17) 51
51.0%
ValueCountFrequency (%)
-4.97 5
5.0%
-3.25 2
 
2.0%
-2.1 3
3.0%
-1.51 4
4.0%
-1.5 2
 
2.0%
-1.39 3
3.0%
-1.15 4
4.0%
-0.55 5
5.0%
-0.3 3
3.0%
-0.23 4
4.0%
ValueCountFrequency (%)
4.99 5
5.0%
3.12 2
 
2.0%
2.12 3
3.0%
1.5 2
 
2.0%
1.46 7
7.0%
0.92 4
4.0%
0.56 5
5.0%
0.26 3
3.0%
0.2 4
4.0%
0.18 4
4.0%

주소
Categorical

Distinct15
Distinct (%)15.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
경기 의왕시 청계동
10 
경기 용인시 기흥구 기흥동
10 
경기 김포시 고촌읍 신곡리
9 
경기 성남시 수정구 복정동
8 
인천 부평구 일신동
8 
Other values (10)
55 

Length

Max length14
Median length10
Mean length11.54
Min length9

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row경기 광주시 초월읍
2nd row경기 광주시 초월읍
3rd row경기 광주시 초월읍
4th row경기 광주시 초월읍
5th row인천 연수구 선학동

Common Values

ValueCountFrequency (%)
경기 의왕시 청계동 10
10.0%
경기 용인시 기흥구 기흥동 10
10.0%
경기 김포시 고촌읍 신곡리 9
9.0%
경기 성남시 수정구 복정동 8
 
8.0%
인천 부평구 일신동 8
 
8.0%
인천 부평구 갈산동 8
 
8.0%
경기 부천시오정구 삼정동 8
 
8.0%
인천 연수구 선학동 6
 
6.0%
경기 안산시 단원구 선부동 6
 
6.0%
경기 의왕시 삼동 6
 
6.0%
Other values (5) 21
21.0%

Length

2023-12-10T20:42:25.457147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기 78
23.4%
인천 22
 
6.6%
의왕시 16
 
4.8%
부평구 16
 
4.8%
시흥시 12
 
3.6%
용인시 11
 
3.3%
기흥구 11
 
3.3%
청계동 10
 
3.0%
기흥동 10
 
3.0%
김포시 9
 
2.7%
Other values (21) 139
41.6%

Sample

기본키도로종류측정일지점방향차선측정구간장비이정(km)측정시간1종 차량 속도(km/hr)2종 차량 속도(km/hr)3종 차량 속도(km/hr)4종 차량 속도(km/hr)5종 차량 속도(km/hr)6종 차량 속도(km/hr)7종 차량 속도(km/hr)8종 차량 속도(km/hr)9종 차량 속도(km/hr)10종 차량 속도(km/hr)11종 차량 속도(km/hr)12종 차량 속도(km/hr)1종 차량수(대)2종 차량수(대)3종 차량수(대)4종 차량수(대)5종 차량수(대)6종 차량수(대)7종 차량수(대)8종 차량수(대)9종 차량수(대)10종 차량수(대)11종 차량수(대)12종 차량수(대)차량통과수(대)평균 속도(km)위도(°)경도(°)기울기(°)주소
01도로공사20200101A-0352-3462E-4S1경기광주IC-경기광주JC346.80101.5104.75106.0106.088.00.00.00.000.00020966210000000224103.4837.412778127.3033331.5경기 광주시 초월읍
12도로공사20200101A-0352-3462E-4S2경기광주IC-경기광주JC346.8089.595.591.578.2578.50.00.00.0079.000172179188000020022686.2137.412778127.3033331.5경기 광주시 초월읍
23도로공사20200101A-0352-3462E-4E1경기광주JC-경기광주IC346.80120.750.0135.0112.00.00.00.00.000.00012804200000000134124.3837.412778127.303333-1.5경기 광주시 초월읍
34도로공사20200101A-0352-3462E-4E2경기광주JC-경기광주IC346.80107.25100.75100.586.2586.330.081.00.0087.000105422184010010015595.4637.412778127.303333-1.5경기 광주시 초월읍
45도로공사20200101A-0500-0022E-6S1월곶JC-서창JC2.2095.0108.0107.095.00.00.00.00.000.0002431510000000025099.537.417583126.738364-0.08인천 연수구 선학동
56도로공사20200101A-0500-0022E-6S2월곶JC-서창JC2.200.00.00.00.088.00.00.00.000.000000010000000188.037.417583126.738364-0.08인천 연수구 선학동
67도로공사20200101A-0500-0022E-6S3월곶JC-서창JC2.2078.085.084.078.576.7572.3375.575.0077.000217213321422010028377.6537.417583126.738364-0.08인천 연수구 선학동
78도로공사20200101A-0500-0022E-6E1서창JC-월곶JC2.2092.084.0106.3392.00.074.00.00.000.0002111320100000021894.0437.417583126.7383640.11인천 연수구 선학동
89도로공사20200101A-0500-0022E-6E2서창JC-월곶JC2.2078.7591.3388.2580.2583.50.00.00.0080.000381424135000010042883.8437.417583126.7383640.11인천 연수구 선학동
910도로공사20200101A-0500-0022E-6E3서창JC-월곶JC2.2074.7575.079.578.083.075.576.6775.0076.5002121152813261020028077.8537.417583126.7383640.11인천 연수구 선학동
기본키도로종류측정일지점방향차선측정구간장비이정(km)측정시간1종 차량 속도(km/hr)2종 차량 속도(km/hr)3종 차량 속도(km/hr)4종 차량 속도(km/hr)5종 차량 속도(km/hr)6종 차량 속도(km/hr)7종 차량 속도(km/hr)8종 차량 속도(km/hr)9종 차량 속도(km/hr)10종 차량 속도(km/hr)11종 차량 속도(km/hr)12종 차량 속도(km/hr)1종 차량수(대)2종 차량수(대)3종 차량수(대)4종 차량수(대)5종 차량수(대)6종 차량수(대)7종 차량수(대)8종 차량수(대)9종 차량수(대)10종 차량수(대)11종 차량수(대)12종 차량수(대)차량통과수(대)평균 속도(km)위도(°)경도(°)기울기(°)주소
9091도로공사20200101A-0010-3880E-10S2수원신갈IC-기흥IC388.000.00.00.00.00.00.00.00.000.00000000000000000.037.226111127.1083330.56경기 용인시 기흥구 기흥동
9192도로공사20200101A-0010-3880E-10S3수원신갈IC-기흥IC388.0081.591.75100.081.7582.2584.089.00.0081.5003204012014110030040084.7437.226111127.1083330.56경기 용인시 기흥구 기흥동
9293도로공사20200101A-0010-3880E-10S4수원신갈IC-기흥IC388.000.072.088.2576.074.25101.099.073.0071.000021271015111020015980.6137.226111127.1083330.56경기 용인시 기흥구 기흥동
9394도로공사20200101A-0010-3880E-10S5수원신갈IC-기흥IC388.000.00.00.00.00.00.00.00.000.00000000000000000.037.226111127.1083330.56경기 용인시 기흥구 기흥동
9495도로공사20200101A-0010-3880E-10E1기흥IC-수원신갈IC388.000.00.00.00.00.00.00.00.000.00000000000000000.037.226111127.108333-0.55경기 용인시 기흥구 기흥동
9596도로공사20200101A-0010-3880E-10E2기흥IC-수원신갈IC388.0086.5102.596.596.00.00.00.00.000.00047828220000000051095.037.226111127.108333-0.55경기 용인시 기흥구 기흥동
9697도로공사20200101A-0010-3880E-10E3기흥IC-수원신갈IC388.000.00.00.00.00.00.00.00.000.00000000000000000.037.226111127.108333-0.55경기 용인시 기흥구 기흥동
9798도로공사20200101A-0010-3880E-10E4기흥IC-수원신갈IC388.0071.2587.585.074.073.7578.3369.062.0073.67003082345237311060044475.9637.226111127.108333-0.55경기 용인시 기흥구 기흥동
9899도로공사20200101A-0010-3880E-10E5기흥IC-수원신갈IC388.000.00.00.00.00.00.00.00.000.00000000000000000.037.226111127.108333-0.55경기 용인시 기흥구 기흥동
99100도로공사20200101A-0010-3932E-10S1신갈JC-수원신갈IC393.200.00.00.00.00.00.00.00.000.00000000000000000.037.279444127.105833-0.14경기 용인시 기흥구 신갈동