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

Numeric25
Categorical14

Alerts

도로종류 has constant value ""Constant
측정일 has constant value ""Constant
측정시간 has constant value ""Constant
9종 차량 속도(km/hr) has constant value ""Constant
11종 차량 속도(km/hr) has constant value ""Constant
9종 차량수(대) has constant value ""Constant
11종 차량수(대) has constant value ""Constant
8종 차량수(대) is highly imbalanced (55.9%)Imbalance
12종 차량수(대) is highly imbalanced (74.7%)Imbalance
기본키 has unique valuesUnique
1종 차량 속도(km/hr) has 13 (13.0%) zerosZeros
2종 차량 속도(km/hr) has 39 (39.0%) zerosZeros
3종 차량 속도(km/hr) has 24 (24.0%) zerosZeros
4종 차량 속도(km/hr) has 39 (39.0%) zerosZeros
5종 차량 속도(km/hr) has 55 (55.0%) zerosZeros
6종 차량 속도(km/hr) has 62 (62.0%) zerosZeros
7종 차량 속도(km/hr) has 70 (70.0%) zerosZeros
8종 차량 속도(km/hr) has 82 (82.0%) zerosZeros
10종 차량 속도(km/hr) has 75 (75.0%) zerosZeros
12종 차량 속도(km/hr) has 92 (92.0%) zerosZeros
1종 차량수(대) has 13 (13.0%) zerosZeros
2종 차량수(대) has 39 (39.0%) zerosZeros
3종 차량수(대) has 24 (24.0%) zerosZeros
4종 차량수(대) has 39 (39.0%) zerosZeros
5종 차량수(대) has 55 (55.0%) zerosZeros
6종 차량수(대) has 62 (62.0%) zerosZeros
7종 차량수(대) has 70 (70.0%) zerosZeros
10종 차량수(대) has 75 (75.0%) zerosZeros
차량통과수(대) has 13 (13.0%) zerosZeros
평균 속도(km) has 13 (13.0%) zerosZeros

Reproduction

Analysis started2023-12-10 11:40:48.136763
Analysis finished2023-12-10 11:40:48.534973
Duration0.4 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
2023-12-10T20:40:48.651592image/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
2023-12-10T20:40:48.863396image/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

2023-12-10T20:40:49.051075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:40:49.179300image/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
20200601
100 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20200601
2nd row20200601
3rd row20200601
4th row20200601
5th row20200601

Common Values

ValueCountFrequency (%)
20200601 100
100.0%

Length

2023-12-10T20:40:49.306806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:40:49.416853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20200601 100
100.0%

지점
Categorical

Distinct14
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
A-0010-3801E-10
10 
A-0010-3880E-10
10 
A-1000-1038S-9
9 
A-1100-0249S-9
9 
A-1000-0893S-8
8 
Other values (9)
54 

Length

Max length15
Median length14
Mean length14.2
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowA-1000-0893S-8
2nd rowA-1000-0893S-8
3rd rowA-1000-0893S-8
4th rowA-1000-0893S-8
5th rowA-1000-0893S-8

Common Values

ValueCountFrequency (%)
A-0010-3801E-10 10
10.0%
A-0010-3880E-10 10
10.0%
A-1000-1038S-9 9
9.0%
A-1100-0249S-9 9
9.0%
A-1000-0893S-8 8
8.0%
A-1200-0149E-8 8
8.0%
A-1200-0178S-8 8
8.0%
A-1000-1002S-8 8
8.0%
A-1100-0054E-6 6
 
6.0%
A-1100-0129S-6 6
 
6.0%
Other values (4) 18
18.0%

Length

2023-12-10T20:40:49.536650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
a-0010-3801e-10 10
10.0%
a-0010-3880e-10 10
10.0%
a-1000-1038s-9 9
9.0%
a-1100-0249s-9 9
9.0%
a-1000-0893s-8 8
8.0%
a-1200-0149e-8 8
8.0%
a-1200-0178s-8 8
8.0%
a-1000-1002s-8 8
8.0%
a-1100-0054e-6 6
 
6.0%
a-1100-0129s-6 6
 
6.0%
Other values (4) 18
18.0%

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 rowS
4th rowS
5th rowE

Common Values

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

Length

2023-12-10T20:40:49.702443image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:40:49.822746image/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
27 
2
27 
3
24 
4
16 
5
6 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row4
2nd row1
3rd row2
4th row3
5th row1

Common Values

ValueCountFrequency (%)
1 27
27.0%
2 27
27.0%
3 24
24.0%
4 16
16.0%
5 6
 
6.0%

Length

2023-12-10T20:40:49.972661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:40:50.132912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 27
27.0%
2 27
27.0%
3 24
24.0%
4 16
16.0%
5 6
 
6.0%

측정구간
Categorical

Distinct27
Distinct (%)27.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
동탄JC-오산IC
 
5
조남JC-도리JC
 
5
기흥IC-수원신갈IC
 
5
수원신갈IC-기흥IC
 
5
오산IC-동탄JC
 
5
Other values (22)
75 

Length

Max length11
Median length9
Mean length9.34
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row장수IC-송내IC
2nd row장수IC-송내IC
3rd row장수IC-송내IC
4th row장수IC-송내IC
5th row송내IC-장수IC

Common Values

ValueCountFrequency (%)
동탄JC-오산IC 5
 
5.0%
조남JC-도리JC 5
 
5.0%
기흥IC-수원신갈IC 5
 
5.0%
수원신갈IC-기흥IC 5
 
5.0%
오산IC-동탄JC 5
 
5.0%
일직JC-석수IC 5
 
5.0%
인천TG-부평IC 4
 
4.0%
송내IC-장수IC 4
 
4.0%
서운JC-부천IC 4
 
4.0%
부평IC-인천TG 4
 
4.0%
Other values (17) 54
54.0%

Length

2023-12-10T20:40:50.317688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
동탄jc-오산ic 5
 
5.0%
기흥ic-수원신갈ic 5
 
5.0%
수원신갈ic-기흥ic 5
 
5.0%
오산ic-동탄jc 5
 
5.0%
일직jc-석수ic 5
 
5.0%
조남jc-도리jc 5
 
5.0%
도리jc-안현jc 4
 
4.0%
장수ic-송내ic 4
 
4.0%
석수ic-일직jc 4
 
4.0%
안현jc-도리jc 4
 
4.0%
Other values (17) 54
54.0%

장비이정(km)
Real number (ℝ)

Distinct14
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean124.2982
Minimum5.45
Maximum388
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:50.492622image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5.45
5-th percentile5.45
Q115.3
median25.4
Q3103.8
95-th percentile388
Maximum388
Range382.55
Interquartile range (IQR)88.5

Descriptive statistics

Standard deviation148.05947
Coefficient of variation (CV)1.1911634
Kurtosis-0.64583396
Mean124.2982
Median Absolute Deviation (MAD)19.95
Skewness1.0691193
Sum12429.82
Variance21921.606
MonotonicityNot monotonic
2023-12-10T20:40:50.658484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
380.1 10
10.0%
388.0 10
10.0%
103.8 9
9.0%
25.4 9
9.0%
89.32 8
8.0%
14.91 8
8.0%
17.84 8
8.0%
100.2 8
8.0%
5.45 6
 
6.0%
12.9 6
 
6.0%
Other values (4) 18
18.0%
ValueCountFrequency (%)
5.45 6
6.0%
12.9 6
6.0%
14.91 8
8.0%
15.3 6
6.0%
17.84 8
8.0%
22.48 2
 
2.0%
22.8 6
6.0%
25.4 9
9.0%
89.32 8
8.0%
100.2 8
8.0%
ValueCountFrequency (%)
388.0 10
10.0%
380.1 10
10.0%
356.05 4
 
4.0%
103.8 9
9.0%
100.2 8
8.0%
89.32 8
8.0%
25.4 9
9.0%
22.8 6
6.0%
22.48 2
 
2.0%
17.84 8
8.0%

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

2023-12-10T20:40:51.280074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:40:51.410271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

1종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct72
Distinct (%)72.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean76.3625
Minimum0
Maximum126.5
Zeros13
Zeros (%)13.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:51.578434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q175.75
median84.375
Q393.875
95-th percentile108.3125
Maximum126.5
Range126.5
Interquartile range (IQR)18.125

Descriptive statistics

Standard deviation31.933552
Coefficient of variation (CV)0.41818369
Kurtosis1.7156415
Mean76.3625
Median Absolute Deviation (MAD)8.75
Skewness-1.6154158
Sum7636.25
Variance1019.7517
MonotonicityNot monotonic
2023-12-10T20:40:51.798477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 13
 
13.0%
84.5 4
 
4.0%
79.75 4
 
4.0%
75.75 2
 
2.0%
89.5 2
 
2.0%
80.0 2
 
2.0%
86.5 2
 
2.0%
81.75 2
 
2.0%
83.5 2
 
2.0%
97.25 2
 
2.0%
Other values (62) 65
65.0%
ValueCountFrequency (%)
0.0 13
13.0%
59.0 1
 
1.0%
60.5 1
 
1.0%
63.5 1
 
1.0%
64.5 1
 
1.0%
69.75 1
 
1.0%
71.75 1
 
1.0%
72.25 1
 
1.0%
72.5 1
 
1.0%
73.5 1
 
1.0%
ValueCountFrequency (%)
126.5 1
1.0%
121.0 1
1.0%
114.25 1
1.0%
112.75 1
1.0%
109.5 1
1.0%
108.25 1
1.0%
108.0 1
1.0%
107.5 1
1.0%
106.0 1
1.0%
104.5 1
1.0%

2종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct49
Distinct (%)49.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean52.9408
Minimum0
Maximum107
Zeros39
Zeros (%)39.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:52.019842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median77.625
Q388.0825
95-th percentile103
Maximum107
Range107
Interquartile range (IQR)88.0825

Descriptive statistics

Standard deviation43.373178
Coefficient of variation (CV)0.81927697
Kurtosis-1.7718678
Mean52.9408
Median Absolute Deviation (MAD)20.375
Skewness-0.34306862
Sum5294.08
Variance1881.2326
MonotonicityNot monotonic
2023-12-10T20:40:52.231908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%)
0.0 39
39.0%
98.25 3
 
3.0%
85.0 3
 
3.0%
83.0 3
 
3.0%
87.0 2
 
2.0%
84.0 2
 
2.0%
94.0 2
 
2.0%
74.0 2
 
2.0%
78.0 2
 
2.0%
107.0 2
 
2.0%
Other values (39) 40
40.0%
ValueCountFrequency (%)
0.0 39
39.0%
59.5 1
 
1.0%
62.33 1
 
1.0%
67.67 1
 
1.0%
70.0 1
 
1.0%
71.5 1
 
1.0%
74.0 2
 
2.0%
74.33 1
 
1.0%
75.25 1
 
1.0%
75.67 1
 
1.0%
ValueCountFrequency (%)
107.0 2
2.0%
106.67 1
 
1.0%
105.0 1
 
1.0%
103.0 2
2.0%
100.0 1
 
1.0%
99.0 1
 
1.0%
98.25 3
3.0%
97.75 1
 
1.0%
96.33 1
 
1.0%
95.67 1
 
1.0%

3종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct62
Distinct (%)62.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean69.6976
Minimum0
Maximum130
Zeros24
Zeros (%)24.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:52.457170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q172.25
median87.625
Q393.625
95-th percentile110.175
Maximum130
Range130
Interquartile range (IQR)21.375

Descriptive statistics

Standard deviation40.630274
Coefficient of variation (CV)0.58295083
Kurtosis-0.61463937
Mean69.6976
Median Absolute Deviation (MAD)8.875
Skewness-1.0045095
Sum6969.76
Variance1650.8192
MonotonicityNot monotonic
2023-12-10T20:40:52.708201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 24
24.0%
90.0 4
 
4.0%
89.5 3
 
3.0%
87.75 3
 
3.0%
88.0 2
 
2.0%
88.75 2
 
2.0%
72.25 2
 
2.0%
84.5 2
 
2.0%
86.5 2
 
2.0%
80.5 2
 
2.0%
Other values (52) 54
54.0%
ValueCountFrequency (%)
0.0 24
24.0%
72.25 2
 
2.0%
72.5 1
 
1.0%
74.75 1
 
1.0%
76.0 1
 
1.0%
76.5 1
 
1.0%
78.5 1
 
1.0%
79.0 1
 
1.0%
79.5 1
 
1.0%
80.0 1
 
1.0%
ValueCountFrequency (%)
130.0 1
1.0%
122.75 1
1.0%
121.0 1
1.0%
119.0 1
1.0%
113.5 1
1.0%
110.0 1
1.0%
107.67 1
1.0%
107.5 1
1.0%
106.5 1
1.0%
106.0 1
1.0%

4종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct46
Distinct (%)46.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean49.9483
Minimum0
Maximum107
Zeros39
Zeros (%)39.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:52.940223image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median74.75
Q383.25
95-th percentile95.5125
Maximum107
Range107
Interquartile range (IQR)83.25

Descriptive statistics

Standard deviation40.686445
Coefficient of variation (CV)0.81457117
Kurtosis-1.7629855
Mean49.9483
Median Absolute Deviation (MAD)11.75
Skewness-0.36920019
Sum4994.83
Variance1655.3868
MonotonicityNot monotonic
2023-12-10T20:40:53.161681image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=46)
ValueCountFrequency (%)
0.0 39
39.0%
86.0 4
 
4.0%
78.0 3
 
3.0%
80.0 3
 
3.0%
73.25 2
 
2.0%
83.25 2
 
2.0%
84.0 2
 
2.0%
83.5 2
 
2.0%
75.0 2
 
2.0%
86.75 2
 
2.0%
Other values (36) 39
39.0%
ValueCountFrequency (%)
0.0 39
39.0%
67.0 1
 
1.0%
68.0 1
 
1.0%
71.67 1
 
1.0%
71.75 1
 
1.0%
72.25 1
 
1.0%
73.25 2
 
2.0%
73.5 2
 
2.0%
74.0 1
 
1.0%
74.5 1
 
1.0%
ValueCountFrequency (%)
107.0 1
1.0%
106.0 1
1.0%
102.33 1
1.0%
101.0 1
1.0%
100.5 1
1.0%
95.25 1
1.0%
90.5 1
1.0%
87.67 1
1.0%
86.75 2
2.0%
86.5 2
2.0%

5종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct39
Distinct (%)39.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.6774
Minimum0
Maximum101
Zeros55
Zeros (%)55.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:53.362564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q379.0625
95-th percentile85.2625
Maximum101
Range101
Interquartile range (IQR)79.0625

Descriptive statistics

Standard deviation39.922127
Coefficient of variation (CV)1.1189752
Kurtosis-1.9183957
Mean35.6774
Median Absolute Deviation (MAD)0
Skewness0.24705005
Sum3567.74
Variance1593.7762
MonotonicityNot monotonic
2023-12-10T20:40:53.566094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
0.0 55
55.0%
75.0 3
 
3.0%
81.5 3
 
3.0%
82.0 2
 
2.0%
79.33 2
 
2.0%
80.0 2
 
2.0%
76.5 1
 
1.0%
77.5 1
 
1.0%
95.0 1
 
1.0%
82.5 1
 
1.0%
Other values (29) 29
29.0%
ValueCountFrequency (%)
0.0 55
55.0%
58.0 1
 
1.0%
67.25 1
 
1.0%
69.33 1
 
1.0%
70.0 1
 
1.0%
71.25 1
 
1.0%
72.0 1
 
1.0%
73.0 1
 
1.0%
74.25 1
 
1.0%
75.0 3
 
3.0%
ValueCountFrequency (%)
101.0 1
1.0%
95.0 1
1.0%
91.25 1
1.0%
88.0 1
1.0%
85.5 1
1.0%
85.25 1
1.0%
84.0 1
1.0%
83.25 1
1.0%
83.0 1
1.0%
82.75 1
1.0%

6종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct31
Distinct (%)31.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.4359
Minimum0
Maximum97
Zeros62
Zeros (%)62.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:53.773512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q375.25
95-th percentile84.1
Maximum97
Range97
Interquartile range (IQR)75.25

Descriptive statistics

Standard deviation38.130003
Coefficient of variation (CV)1.2953571
Kurtosis-1.6680342
Mean29.4359
Median Absolute Deviation (MAD)0
Skewness0.55261422
Sum2943.59
Variance1453.8971
MonotonicityNot monotonic
2023-12-10T20:40:53.973552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
0.0 62
62.0%
79.0 3
 
3.0%
78.0 3
 
3.0%
79.5 2
 
2.0%
70.0 2
 
2.0%
81.0 2
 
2.0%
82.67 2
 
2.0%
74.25 1
 
1.0%
87.0 1
 
1.0%
70.33 1
 
1.0%
Other values (21) 21
 
21.0%
ValueCountFrequency (%)
0.0 62
62.0%
45.0 1
 
1.0%
64.0 1
 
1.0%
70.0 2
 
2.0%
70.33 1
 
1.0%
71.0 1
 
1.0%
71.67 1
 
1.0%
72.0 1
 
1.0%
73.0 1
 
1.0%
74.0 1
 
1.0%
ValueCountFrequency (%)
97.0 1
1.0%
90.0 1
1.0%
89.0 1
1.0%
87.0 1
1.0%
86.0 1
1.0%
84.0 1
1.0%
82.67 2
2.0%
81.67 1
1.0%
81.0 2
2.0%
80.5 1
1.0%

7종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct25
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.3991
Minimum0
Maximum90
Zeros70
Zeros (%)70.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:54.155984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q370.25
95-th percentile85.025
Maximum90
Range90
Interquartile range (IQR)70.25

Descriptive statistics

Standard deviation36.1804
Coefficient of variation (CV)1.5462304
Kurtosis-1.0952197
Mean23.3991
Median Absolute Deviation (MAD)0
Skewness0.93120164
Sum2339.91
Variance1309.0213
MonotonicityNot monotonic
2023-12-10T20:40:54.325388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
0.0 70
70.0%
85.0 3
 
3.0%
79.0 3
 
3.0%
73.0 2
 
2.0%
84.0 2
 
2.0%
85.5 1
 
1.0%
88.0 1
 
1.0%
70.0 1
 
1.0%
72.33 1
 
1.0%
68.33 1
 
1.0%
Other values (15) 15
 
15.0%
ValueCountFrequency (%)
0.0 70
70.0%
58.0 1
 
1.0%
62.0 1
 
1.0%
68.33 1
 
1.0%
69.25 1
 
1.0%
70.0 1
 
1.0%
71.0 1
 
1.0%
72.33 1
 
1.0%
73.0 2
 
2.0%
74.0 1
 
1.0%
ValueCountFrequency (%)
90.0 1
 
1.0%
89.0 1
 
1.0%
88.0 1
 
1.0%
87.0 1
 
1.0%
85.5 1
 
1.0%
85.0 3
3.0%
84.0 2
2.0%
83.0 1
 
1.0%
82.5 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%
Mean14.3267
Minimum0
Maximum87
Zeros82
Zeros (%)82.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:54.476182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile81.025
Maximum87
Range87
Interquartile range (IQR)0

Descriptive statistics

Standard deviation30.769816
Coefficient of variation (CV)2.1477253
Kurtosis0.92942803
Mean14.3267
Median Absolute Deviation (MAD)0
Skewness1.7010595
Sum1432.67
Variance946.78157
MonotonicityNot monotonic
2023-12-10T20:40:54.604829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
0.0 82
82.0%
79.0 4
 
4.0%
78.0 2
 
2.0%
77.0 2
 
2.0%
86.0 1
 
1.0%
76.0 1
 
1.0%
81.0 1
 
1.0%
82.0 1
 
1.0%
74.0 1
 
1.0%
79.67 1
 
1.0%
Other values (4) 4
 
4.0%
ValueCountFrequency (%)
0.0 82
82.0%
74.0 1
 
1.0%
74.5 1
 
1.0%
76.0 1
 
1.0%
77.0 2
 
2.0%
78.0 2
 
2.0%
79.0 4
 
4.0%
79.67 1
 
1.0%
81.0 1
 
1.0%
81.5 1
 
1.0%
ValueCountFrequency (%)
87.0 1
 
1.0%
86.0 1
 
1.0%
85.0 1
 
1.0%
82.0 1
 
1.0%
81.5 1
 
1.0%
81.0 1
 
1.0%
79.67 1
 
1.0%
79.0 4
4.0%
78.0 2
2.0%
77.0 2
2.0%

9종 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

2023-12-10T20:40:54.742516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:40:54.849367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

10종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct22
Distinct (%)22.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.0384
Minimum0
Maximum89
Zeros75
Zeros (%)75.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:54.959855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q315
95-th percentile82.05
Maximum89
Range89
Interquartile range (IQR)15

Descriptive statistics

Standard deviation33.373583
Coefficient of variation (CV)1.7529615
Kurtosis-0.45264229
Mean19.0384
Median Absolute Deviation (MAD)0
Skewness1.219699
Sum1903.84
Variance1113.796
MonotonicityNot monotonic
2023-12-10T20:40:55.137796image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
0.0 75
75.0%
77.0 3
 
3.0%
79.0 2
 
2.0%
82.0 2
 
2.0%
81.5 1
 
1.0%
83.0 1
 
1.0%
74.0 1
 
1.0%
71.67 1
 
1.0%
73.0 1
 
1.0%
75.0 1
 
1.0%
Other values (12) 12
 
12.0%
ValueCountFrequency (%)
0.0 75
75.0%
60.0 1
 
1.0%
62.0 1
 
1.0%
65.0 1
 
1.0%
67.0 1
 
1.0%
68.0 1
 
1.0%
69.67 1
 
1.0%
71.0 1
 
1.0%
71.67 1
 
1.0%
73.0 1
 
1.0%
ValueCountFrequency (%)
89.0 1
 
1.0%
88.75 1
 
1.0%
86.0 1
 
1.0%
85.0 1
 
1.0%
83.0 1
 
1.0%
82.0 2
2.0%
81.5 1
 
1.0%
81.25 1
 
1.0%
79.0 2
2.0%
77.0 3
3.0%

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

2023-12-10T20:40:55.292954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:40:55.405062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

12종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.61
Minimum0
Maximum116.5
Zeros92
Zeros (%)92.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:55.508250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile77.2
Maximum116.5
Range116.5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation22.999844
Coefficient of variation (CV)3.4795528
Kurtosis10.220243
Mean6.61
Median Absolute Deviation (MAD)0
Skewness3.3763006
Sum661
Variance528.99283
MonotonicityNot monotonic
2023-12-10T20:40:55.653838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0.0 92
92.0%
87.0 1
 
1.0%
53.5 1
 
1.0%
75.0 1
 
1.0%
85.0 1
 
1.0%
77.0 1
 
1.0%
116.5 1
 
1.0%
86.0 1
 
1.0%
81.0 1
 
1.0%
ValueCountFrequency (%)
0.0 92
92.0%
53.5 1
 
1.0%
75.0 1
 
1.0%
77.0 1
 
1.0%
81.0 1
 
1.0%
85.0 1
 
1.0%
86.0 1
 
1.0%
87.0 1
 
1.0%
116.5 1
 
1.0%
ValueCountFrequency (%)
116.5 1
 
1.0%
87.0 1
 
1.0%
86.0 1
 
1.0%
85.0 1
 
1.0%
81.0 1
 
1.0%
77.0 1
 
1.0%
75.0 1
 
1.0%
53.5 1
 
1.0%
0.0 92
92.0%

1종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)83.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean200.62
Minimum0
Maximum735
Zeros13
Zeros (%)13.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:55.843557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q186.25
median168.5
Q3270
95-th percentile556.8
Maximum735
Range735
Interquartile range (IQR)183.75

Descriptive statistics

Standard deviation171.35484
Coefficient of variation (CV)0.8541264
Kurtosis0.98617034
Mean200.62
Median Absolute Deviation (MAD)100.5
Skewness1.0863884
Sum20062
Variance29362.48
MonotonicityNot monotonic
2023-12-10T20:40:56.048204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
13.0%
141 2
 
2.0%
438 2
 
2.0%
269 2
 
2.0%
147 2
 
2.0%
43 2
 
2.0%
411 1
 
1.0%
6 1
 
1.0%
90 1
 
1.0%
232 1
 
1.0%
Other values (73) 73
73.0%
ValueCountFrequency (%)
0 13
13.0%
4 1
 
1.0%
5 1
 
1.0%
6 1
 
1.0%
14 1
 
1.0%
27 1
 
1.0%
36 1
 
1.0%
38 1
 
1.0%
40 1
 
1.0%
43 2
 
2.0%
ValueCountFrequency (%)
735 1
1.0%
719 1
1.0%
648 1
1.0%
580 1
1.0%
572 1
1.0%
556 1
1.0%
535 1
1.0%
520 1
1.0%
487 1
1.0%
438 2
2.0%

2종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct17
Distinct (%)17.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.52
Minimum0
Maximum32
Zeros39
Zeros (%)39.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:56.262940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q35
95-th percentile13.05
Maximum32
Range32
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.6915319
Coefficient of variation (CV)1.6169125
Kurtosis10.552922
Mean3.52
Median Absolute Deviation (MAD)1
Skewness2.9351885
Sum352
Variance32.393535
MonotonicityNot monotonic
2023-12-10T20:40:56.432986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
0 39
39.0%
1 13
 
13.0%
2 10
 
10.0%
5 8
 
8.0%
4 5
 
5.0%
3 5
 
5.0%
6 4
 
4.0%
11 4
 
4.0%
7 3
 
3.0%
10 2
 
2.0%
Other values (7) 7
 
7.0%
ValueCountFrequency (%)
0 39
39.0%
1 13
 
13.0%
2 10
 
10.0%
3 5
 
5.0%
4 5
 
5.0%
5 8
 
8.0%
6 4
 
4.0%
7 3
 
3.0%
8 1
 
1.0%
10 2
 
2.0%
ValueCountFrequency (%)
32 1
 
1.0%
30 1
 
1.0%
22 1
 
1.0%
16 1
 
1.0%
14 1
 
1.0%
13 1
 
1.0%
11 4
4.0%
10 2
2.0%
8 1
 
1.0%
7 3
3.0%

3종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct39
Distinct (%)39.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.37
Minimum0
Maximum88
Zeros24
Zeros (%)24.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:56.651663image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median9
Q321
95-th percentile52.05
Maximum88
Range88
Interquartile range (IQR)20

Descriptive statistics

Standard deviation18.212358
Coefficient of variation (CV)1.2673875
Kurtosis4.98446
Mean14.37
Median Absolute Deviation (MAD)9
Skewness2.0613847
Sum1437
Variance331.69
MonotonicityNot monotonic
2023-12-10T20:40:56.827001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
0 24
24.0%
2 6
 
6.0%
15 5
 
5.0%
1 5
 
5.0%
9 4
 
4.0%
7 4
 
4.0%
14 3
 
3.0%
11 3
 
3.0%
18 3
 
3.0%
24 3
 
3.0%
Other values (29) 40
40.0%
ValueCountFrequency (%)
0 24
24.0%
1 5
 
5.0%
2 6
 
6.0%
3 3
 
3.0%
4 2
 
2.0%
5 2
 
2.0%
6 2
 
2.0%
7 4
 
4.0%
8 1
 
1.0%
9 4
 
4.0%
ValueCountFrequency (%)
88 1
1.0%
86 1
1.0%
77 1
1.0%
58 1
1.0%
53 1
1.0%
52 1
1.0%
44 1
1.0%
39 2
2.0%
36 1
1.0%
34 1
1.0%

4종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct31
Distinct (%)31.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.53
Minimum0
Maximum636
Zeros39
Zeros (%)39.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:56.996201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q313.5
95-th percentile37.15
Maximum636
Range636
Interquartile range (IQR)13.5

Descriptive statistics

Standard deviation64.501109
Coefficient of variation (CV)4.1533232
Kurtosis88.830286
Mean15.53
Median Absolute Deviation (MAD)3
Skewness9.1941726
Sum1553
Variance4160.393
MonotonicityNot monotonic
2023-12-10T20:40:57.170000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
0 39
39.0%
6 5
 
5.0%
5 5
 
5.0%
3 5
 
5.0%
2 4
 
4.0%
20 3
 
3.0%
8 3
 
3.0%
1 3
 
3.0%
18 3
 
3.0%
15 3
 
3.0%
Other values (21) 27
27.0%
ValueCountFrequency (%)
0 39
39.0%
1 3
 
3.0%
2 4
 
4.0%
3 5
 
5.0%
4 3
 
3.0%
5 5
 
5.0%
6 5
 
5.0%
7 2
 
2.0%
8 3
 
3.0%
9 2
 
2.0%
ValueCountFrequency (%)
636 1
1.0%
82 1
1.0%
69 1
1.0%
68 1
1.0%
59 1
1.0%
36 1
1.0%
32 1
1.0%
31 1
1.0%
28 1
1.0%
27 1
1.0%

5종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct20
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.45
Minimum0
Maximum47
Zeros55
Zeros (%)55.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:57.315274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q35.25
95-th percentile17.3
Maximum47
Range47
Interquartile range (IQR)5.25

Descriptive statistics

Standard deviation8.6484365
Coefficient of variation (CV)1.9434689
Kurtosis9.9205104
Mean4.45
Median Absolute Deviation (MAD)0
Skewness2.9165903
Sum445
Variance74.795455
MonotonicityNot monotonic
2023-12-10T20:40:57.485159image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
0 55
55.0%
1 8
 
8.0%
2 7
 
7.0%
13 4
 
4.0%
4 3
 
3.0%
8 3
 
3.0%
12 2
 
2.0%
17 2
 
2.0%
5 2
 
2.0%
14 2
 
2.0%
Other values (10) 12
 
12.0%
ValueCountFrequency (%)
0 55
55.0%
1 8
 
8.0%
2 7
 
7.0%
4 3
 
3.0%
5 2
 
2.0%
6 2
 
2.0%
7 2
 
2.0%
8 3
 
3.0%
10 1
 
1.0%
12 2
 
2.0%
ValueCountFrequency (%)
47 1
 
1.0%
44 1
 
1.0%
32 1
 
1.0%
26 1
 
1.0%
23 1
 
1.0%
17 2
2.0%
16 1
 
1.0%
15 1
 
1.0%
14 2
2.0%
13 4
4.0%

6종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.3
Minimum0
Maximum14
Zeros62
Zeros (%)62.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:57.649957image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile6.05
Maximum14
Range14
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.3548789
Coefficient of variation (CV)1.8114453
Kurtosis8.4554591
Mean1.3
Median Absolute Deviation (MAD)0
Skewness2.5582256
Sum130
Variance5.5454545
MonotonicityNot monotonic
2023-12-10T20:40:57.858058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 62
62.0%
1 11
 
11.0%
2 8
 
8.0%
4 5
 
5.0%
5 5
 
5.0%
7 3
 
3.0%
3 3
 
3.0%
8 1
 
1.0%
6 1
 
1.0%
14 1
 
1.0%
ValueCountFrequency (%)
0 62
62.0%
1 11
 
11.0%
2 8
 
8.0%
3 3
 
3.0%
4 5
 
5.0%
5 5
 
5.0%
6 1
 
1.0%
7 3
 
3.0%
8 1
 
1.0%
14 1
 
1.0%
ValueCountFrequency (%)
14 1
 
1.0%
8 1
 
1.0%
7 3
 
3.0%
6 1
 
1.0%
5 5
 
5.0%
4 5
 
5.0%
3 3
 
3.0%
2 8
 
8.0%
1 11
 
11.0%
0 62
62.0%

7종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct11
Distinct (%)11.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.3
Minimum0
Maximum17
Zeros70
Zeros (%)70.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:58.049759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile6.1
Maximum17
Range17
Interquartile range (IQR)1

Descriptive statistics

Standard deviation3.2208287
Coefficient of variation (CV)2.4775605
Kurtosis12.630784
Mean1.3
Median Absolute Deviation (MAD)0
Skewness3.4306759
Sum130
Variance10.373737
MonotonicityNot monotonic
2023-12-10T20:40:58.196456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0 70
70.0%
1 14
 
14.0%
6 3
 
3.0%
5 3
 
3.0%
4 3
 
3.0%
17 2
 
2.0%
14 1
 
1.0%
3 1
 
1.0%
8 1
 
1.0%
10 1
 
1.0%
ValueCountFrequency (%)
0 70
70.0%
1 14
 
14.0%
2 1
 
1.0%
3 1
 
1.0%
4 3
 
3.0%
5 3
 
3.0%
6 3
 
3.0%
8 1
 
1.0%
10 1
 
1.0%
14 1
 
1.0%
ValueCountFrequency (%)
17 2
 
2.0%
14 1
 
1.0%
10 1
 
1.0%
8 1
 
1.0%
6 3
 
3.0%
5 3
 
3.0%
4 3
 
3.0%
3 1
 
1.0%
2 1
 
1.0%
1 14
14.0%

8종 차량수(대)
Categorical

IMBALANCE 

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
82 
1
13 
2
 
3
3
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row1
5th row0

Common Values

ValueCountFrequency (%)
0 82
82.0%
1 13
 
13.0%
2 3
 
3.0%
3 2
 
2.0%

Length

2023-12-10T20:40:58.388218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:40:58.534795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 82
82.0%
1 13
 
13.0%
2 3
 
3.0%
3 2
 
2.0%

9종 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

2023-12-10T20:40:58.713001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:40:59.160740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

10종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.76
Minimum0
Maximum13
Zeros75
Zeros (%)75.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:40:59.274448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile5.05
Maximum13
Range13
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation1.959798
Coefficient of variation (CV)2.5786815
Kurtosis16.994756
Mean0.76
Median Absolute Deviation (MAD)0
Skewness3.7617334
Sum76
Variance3.8408081
MonotonicityNot monotonic
2023-12-10T20:40:59.467396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 75
75.0%
1 12
 
12.0%
2 3
 
3.0%
4 2
 
2.0%
3 2
 
2.0%
7 2
 
2.0%
6 2
 
2.0%
13 1
 
1.0%
5 1
 
1.0%
ValueCountFrequency (%)
0 75
75.0%
1 12
 
12.0%
2 3
 
3.0%
3 2
 
2.0%
4 2
 
2.0%
5 1
 
1.0%
6 2
 
2.0%
7 2
 
2.0%
13 1
 
1.0%
ValueCountFrequency (%)
13 1
 
1.0%
7 2
 
2.0%
6 2
 
2.0%
5 1
 
1.0%
4 2
 
2.0%
3 2
 
2.0%
2 3
 
3.0%
1 12
 
12.0%
0 75
75.0%

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

2023-12-10T20:40:59.671206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:40:59.879184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

12종 차량수(대)
Categorical

IMBALANCE 

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
92 
1
 
5
2
 
2
15
 
1

Length

Max length2
Median length1
Mean length1.01
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row0
2nd row0
3rd row0
4th row1
5th row0

Common Values

ValueCountFrequency (%)
0 92
92.0%
1 5
 
5.0%
2 2
 
2.0%
15 1
 
1.0%

Length

2023-12-10T20:41:00.043377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:00.209867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 92
92.0%
1 5
 
5.0%
2 2
 
2.0%
15 1
 
1.0%

차량통과수(대)
Real number (ℝ)

ZEROS 

Distinct80
Distinct (%)80.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean242.34
Minimum0
Maximum798
Zeros13
Zeros (%)13.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:00.429513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1112.25
median213
Q3326.5
95-th percentile625.85
Maximum798
Range798
Interquartile range (IQR)214.25

Descriptive statistics

Standard deviation194.5757
Coefficient of variation (CV)0.80290375
Kurtosis0.13294106
Mean242.34
Median Absolute Deviation (MAD)115
Skewness0.82620465
Sum24234
Variance37859.701
MonotonicityNot monotonic
2023-12-10T20:41:00.679317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
13.0%
295 2
 
2.0%
229 2
 
2.0%
121 2
 
2.0%
142 2
 
2.0%
282 2
 
2.0%
207 2
 
2.0%
152 2
 
2.0%
6 2
 
2.0%
682 1
 
1.0%
Other values (70) 70
70.0%
ValueCountFrequency (%)
0 13
13.0%
6 2
 
2.0%
14 1
 
1.0%
36 1
 
1.0%
38 1
 
1.0%
43 1
 
1.0%
61 1
 
1.0%
77 1
 
1.0%
84 1
 
1.0%
86 1
 
1.0%
ValueCountFrequency (%)
798 1
1.0%
752 1
1.0%
682 1
1.0%
656 1
1.0%
642 1
1.0%
625 1
1.0%
616 1
1.0%
596 1
1.0%
575 1
1.0%
553 1
1.0%

평균 속도(km)
Real number (ℝ)

ZEROS 

Distinct87
Distinct (%)87.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean77.3846
Minimum0
Maximum126.5
Zeros13
Zeros (%)13.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:00.964472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q177.1475
median84.825
Q394.19
95-th percentile109.594
Maximum126.5
Range126.5
Interquartile range (IQR)17.0425

Descriptive statistics

Standard deviation32.106186
Coefficient of variation (CV)0.41489116
Kurtosis1.8495744
Mean77.3846
Median Absolute Deviation (MAD)8.645
Skewness-1.6625394
Sum7738.46
Variance1030.8072
MonotonicityNot monotonic
2023-12-10T20:41:01.203104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 13
 
13.0%
97.25 2
 
2.0%
97.19 1
 
1.0%
80.7 1
 
1.0%
85.3 1
 
1.0%
75.85 1
 
1.0%
94.4 1
 
1.0%
92.75 1
 
1.0%
90.92 1
 
1.0%
91.0 1
 
1.0%
Other values (77) 77
77.0%
ValueCountFrequency (%)
0.0 13
13.0%
68.77 1
 
1.0%
68.81 1
 
1.0%
68.97 1
 
1.0%
70.66 1
 
1.0%
71.78 1
 
1.0%
71.88 1
 
1.0%
72.88 1
 
1.0%
75.59 1
 
1.0%
75.85 1
 
1.0%
ValueCountFrequency (%)
126.5 1
1.0%
121.88 1
1.0%
114.25 1
1.0%
113.62 1
1.0%
111.38 1
1.0%
109.5 1
1.0%
109.38 1
1.0%
108.25 1
1.0%
108.0 1
1.0%
105.25 1
1.0%

위도(°)
Real number (ℝ)

Distinct14
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.490094
Minimum37.158778
Maximum37.877222
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:01.408004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.158778
5-th percentile37.158778
Q137.38814
median37.428889
Q337.720556
95-th percentile37.877222
Maximum37.877222
Range0.71844444
Interquartile range (IQR)0.33241556

Descriptive statistics

Standard deviation0.21836956
Coefficient of variation (CV)0.0058247268
Kurtosis-0.8497602
Mean37.490094
Median Absolute Deviation (MAD)0.09542222
Skewness0.32316117
Sum3749.0094
Variance0.047685263
MonotonicityNot monotonic
2023-12-10T20:41:01.595677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
37.15877778 10
10.0%
37.22611111 10
10.0%
37.38814 9
9.0%
37.42611111 9
9.0%
37.81555556 8
8.0%
37.87722222 8
8.0%
37.52431111 8
8.0%
37.41777778 8
8.0%
37.72527778 6
 
6.0%
37.72055556 6
 
6.0%
Other values (4) 18
18.0%
ValueCountFrequency (%)
37.15877778 10
10.0%
37.22611111 10
10.0%
37.38814 9
9.0%
37.41777778 8
8.0%
37.42611111 9
9.0%
37.42888889 6
6.0%
37.42906868 6
6.0%
37.47277778 4
 
4.0%
37.51972222 2
 
2.0%
37.52431111 8
8.0%
ValueCountFrequency (%)
37.87722222 8
8.0%
37.81555556 8
8.0%
37.72527778 6
6.0%
37.72055556 6
6.0%
37.52431111 8
8.0%
37.51972222 2
 
2.0%
37.47277778 4
4.0%
37.42906868 6
6.0%
37.42888889 6
6.0%
37.42611111 9
9.0%

경도(°)
Real number (ℝ)

Distinct14
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.017
Minimum126.76357
Maximum127.28778
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:01.788358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.76357
5-th percentile126.76357
Q1126.85489
median127.08833
Q3127.23167
95-th percentile127.28778
Maximum127.28778
Range0.5242111
Interquartile range (IQR)0.3767767

Descriptive statistics

Standard deviation0.18430757
Coefficient of variation (CV)0.0014510464
Kurtosis-1.6130395
Mean127.017
Median Absolute Deviation (MAD)0.1922222
Skewness0.083838002
Sum12701.7
Variance0.033969281
MonotonicityNot monotonic
2023-12-10T20:41:01.977861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
127.0883333 10
10.0%
127.10833329999998 10
10.0%
126.85489 9
9.0%
126.8961111 9
9.0%
127.2547222 8
8.0%
127.23166670000002 8
8.0%
126.7635667 8
8.0%
126.8294444 8
8.0%
127.1530556 6
 
6.0%
127.2877778 6
 
6.0%
Other values (4) 18
18.0%
ValueCountFrequency (%)
126.7635667 8
8.0%
126.7997222 6
6.0%
126.8177778 2
 
2.0%
126.8294444 8
8.0%
126.85489 9
9.0%
126.8777058 6
6.0%
126.8961111 9
9.0%
127.0883333 10
10.0%
127.10833329999998 10
10.0%
127.1530556 6
6.0%
ValueCountFrequency (%)
127.2877778 6
6.0%
127.2547222 8
8.0%
127.2486111 4
 
4.0%
127.23166670000002 8
8.0%
127.1530556 6
6.0%
127.10833329999998 10
10.0%
127.0883333 10
10.0%
126.8961111 9
9.0%
126.8777058 6
6.0%
126.85489 9
9.0%

기울기(°)
Real number (ℝ)

Distinct26
Distinct (%)26.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.0365
Minimum-3.25
Maximum3.12
Zeros0
Zeros (%)0.0%
Negative51
Negative (%)51.0%
Memory size1.0 KiB
2023-12-10T20:41:02.165011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-3.25
5-th percentile-2.21
Q1-0.66
median-0.01
Q30.595
95-th percentile2.33
Maximum3.12
Range6.37
Interquartile range (IQR)1.255

Descriptive statistics

Standard deviation1.3042513
Coefficient of variation (CV)-35.732912
Kurtosis0.041175536
Mean-0.0365
Median Absolute Deviation (MAD)0.65
Skewness0.0079625423
Sum-3.65
Variance1.7010715
MonotonicityNot monotonic
2023-12-10T20:41:02.340034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
-1.51 7
 
7.0%
0.57 5
 
5.0%
-2.21 5
 
5.0%
-0.55 5
 
5.0%
0.56 5
 
5.0%
-0.66 5
 
5.0%
0.67 5
 
5.0%
1.46 4
 
4.0%
2.33 4
 
4.0%
1.45 4
 
4.0%
Other values (16) 51
51.0%
ValueCountFrequency (%)
-3.25 2
 
2.0%
-2.21 5
5.0%
-2.03 3
3.0%
-1.51 7
7.0%
-1.35 4
4.0%
-0.83 2
 
2.0%
-0.66 5
5.0%
-0.55 5
5.0%
-0.54 4
4.0%
-0.3 3
3.0%
ValueCountFrequency (%)
3.12 2
 
2.0%
2.33 4
4.0%
2.0 3
3.0%
1.46 4
4.0%
1.45 4
4.0%
1.24 3
3.0%
0.67 5
5.0%
0.57 5
5.0%
0.56 5
5.0%
0.26 3
3.0%

주소
Categorical

Distinct14
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
경기 화성시 동탄면 송리
10 
경기 용인시 기흥구 기흥동
10 
경기 시흥시 논곡동
9 
경기 안양시 만안구 석수동
9 
인천 부평구 일신동
8 
Other values (9)
54 

Length

Max length14
Median length10
Mean length11.3
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row인천 부평구 일신동
2nd row인천 부평구 일신동
3rd row인천 부평구 일신동
4th row인천 부평구 일신동
5th row인천 부평구 일신동

Common Values

ValueCountFrequency (%)
경기 화성시 동탄면 송리 10
10.0%
경기 용인시 기흥구 기흥동 10
10.0%
경기 시흥시 논곡동 9
9.0%
경기 안양시 만안구 석수동 9
9.0%
인천 부평구 일신동 8
8.0%
인천 부평구 갈산동 8
8.0%
경기 부천시오정구 삼정동 8
8.0%
경기 시흥시 매화동 8
8.0%
인천 연수구 선학동 6
 
6.0%
경기 시흥시 신천동 6
 
6.0%
Other values (4) 18
18.0%

Length

2023-12-10T20:41:02.567581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기 78
23.7%
시흥시 29
 
8.8%
인천 22
 
6.7%
부평구 16
 
4.9%
동탄면 10
 
3.0%
송리 10
 
3.0%
용인시 10
 
3.0%
기흥구 10
 
3.0%
기흥동 10
 
3.0%
화성시 10
 
3.0%
Other values (19) 124
37.7%

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
01도로공사20200601A-1000-0893S-8S4장수IC-송내IC89.32078.080.7584.2580.082.7579.585.50.000.000.041111392716760000051781.2837.815556127.2547221.46인천 부평구 일신동
12도로공사20200601A-1000-0893S-8S1장수IC-송내IC89.320106.00.0113.50.00.00.00.00.000.000.038403000000000387108.2537.815556127.2547221.46인천 부평구 일신동
23도로공사20200601A-1000-0893S-8S2장수IC-송내IC89.32098.085.00.086.75101.00.00.00.000.000.04106361000000064292.1737.815556127.2547221.46인천 부평구 일신동
34도로공사20200601A-1000-0893S-8S3장수IC-송내IC89.32085.2586.092.583.584.081.083.086.0086.0087.04387862623461040159685.0837.815556127.2547221.46인천 부평구 일신동
45도로공사20200601A-1000-0893S-8E1송내IC-장수IC89.3200.00.00.00.00.00.00.00.000.000.000000000000000.037.815556127.254722-1.51인천 부평구 일신동
56도로공사20200601A-1000-0893S-8E2송내IC-장수IC89.32086.25103.097.00.00.00.00.00.000.000.039915200000000045292.5837.815556127.254722-1.51인천 부평구 일신동
67도로공사20200601A-1000-0893S-8E3송내IC-장수IC89.32077.7578.587.076.2583.2579.00.00.000.000.0438222012300000047779.4537.815556127.254722-1.51인천 부평구 일신동
78도로공사20200601A-1000-0893S-8E4송내IC-장수IC89.32080.250.092.00.00.00.00.00.000.000.01390300000000014282.6237.815556127.254722-1.51인천 부평구 일신동
89도로공사20200601A-1100-0054E-6S1남동IC-문학IC5.45098.7599.0106.00.00.00.00.00.000.000.01811200000000018499.1237.725278127.1530562.0인천 연수구 선학동
910도로공사20200601A-1100-0054E-6S2남동IC-문학IC5.45084.2584.2589.578.3378.581.6774.670.0067.000.027610998750010032581.5937.725278127.1530562.0인천 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
9091도로공사20200601A-1100-0249S-9S2석수IC-일직JC25.4087.750.090.084.250.075.00.00.000.000.018301480200000020786.8337.426111126.896111-0.54경기 안양시 만안구 석수동
9192도로공사20200601A-1100-0249S-9S3석수IC-일직JC25.4073.559.574.7580.076.064.00.00.000.000.01352761100000015272.8837.426111126.896111-0.54경기 안양시 만안구 석수동
9293도로공사20200601A-1100-0249S-9S4석수IC-일직JC25.4069.7562.3372.568.00.00.00.00.000.000.01233920000000013768.8137.426111126.896111-0.54경기 안양시 만안구 석수동
9394도로공사20200601A-1100-0249S-9E1일직JC-석수IC25.40108.00.00.00.00.00.00.00.000.000.0950000000000095108.037.426111126.8961110.57경기 안양시 만안구 석수동
9495도로공사20200601A-1100-0249S-9E2일직JC-석수IC25.400.00.00.00.00.00.00.00.000.000.000000000000000.037.426111126.8961110.57경기 안양시 만안구 석수동
9596도로공사20200601A-1100-0249S-9E3일직JC-석수IC25.4064.574.076.071.6771.2573.070.00.0083.000.024821667110010028271.7837.426111126.8961110.57경기 안양시 만안구 석수동
9697도로공사20200601A-1100-0249S-9E4일직JC-석수IC25.4059.070.072.2578.058.00.00.00.000.000.0325115131000000035568.7737.426111126.8961110.57경기 안양시 만안구 석수동
9798도로공사20200601A-1100-0249S-9E5일직JC-석수IC25.4063.50.086.330.00.00.00.00.000.000.040030000000004371.8837.426111126.8961110.57경기 안양시 만안구 석수동
9899도로공사20200601A-1200-0224S-8S1신월IC-부천IC22.48092.25107.0110.00.00.00.00.00.000.000.048718000000000496102.1737.519722126.817778-0.83경기 부천시 고강동
99100도로공사20200601A-1200-0224S-8S2신월IC-부천IC22.48080.088.3387.7575.085.50.00.00.000.000.058052632000000061683.937.519722126.817778-0.83경기 부천시 고강동