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

Numeric23
Categorical16

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
7종 차량수(대) is highly imbalanced (52.9%)Imbalance
8종 차량수(대) is highly imbalanced (74.3%)Imbalance
10종 차량수(대) is highly imbalanced (73.9%)Imbalance
12종 차량수(대) is highly imbalanced (74.3%)Imbalance
기본키 has unique valuesUnique
2종 차량 속도(km/hr) has 79 (79.0%) zerosZeros
3종 차량 속도(km/hr) has 42 (42.0%) zerosZeros
4종 차량 속도(km/hr) has 61 (61.0%) zerosZeros
5종 차량 속도(km/hr) has 61 (61.0%) zerosZeros
6종 차량 속도(km/hr) has 78 (78.0%) zerosZeros
7종 차량 속도(km/hr) has 83 (83.0%) zerosZeros
8종 차량 속도(km/hr) has 93 (93.0%) zerosZeros
10종 차량 속도(km/hr) has 92 (92.0%) zerosZeros
12종 차량 속도(km/hr) has 93 (93.0%) zerosZeros
2종 차량수(대) has 79 (79.0%) zerosZeros
3종 차량수(대) has 42 (42.0%) zerosZeros
4종 차량수(대) has 61 (61.0%) zerosZeros
5종 차량수(대) has 61 (61.0%) zerosZeros
6종 차량수(대) has 78 (78.0%) zerosZeros

Reproduction

Analysis started2023-12-10 11:41:40.272493
Analysis finished2023-12-10 11:41:40.723057
Duration0.45 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
2023-12-10T20:41:41.170441image/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
2023-12-10T20:41:41.368090image/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

2023-12-10T20:41:41.547642image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:41.658318image/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
20200301
100 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20200301
2nd row20200301
3rd row20200301
4th row20200301
5th row20200301

Common Values

ValueCountFrequency (%)
20200301 100
100.0%

Length

2023-12-10T20:41:41.799268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:41.948756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20200301 100
100.0%

지점
Categorical

Distinct21
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
A-0010-1612E-8
8 
A-0010-1688E-8
8 
A-0010-1441E-8
8 
A-0010-0728S-6
 
6
A-0120-1726E-6
 
6
Other values (16)
64 

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowA-0550-1107S-4
2nd rowA-0550-1107S-4
3rd rowA-0550-1107S-4
4th rowA-0550-1107S-4
5th rowA-0120-0957E-4

Common Values

ValueCountFrequency (%)
A-0010-1612E-8 8
 
8.0%
A-0010-1688E-8 8
 
8.0%
A-0010-1441E-8 8
 
8.0%
A-0010-0728S-6 6
 
6.0%
A-0120-1726E-6 6
 
6.0%
A-0200-0364S-6 6
 
6.0%
A-0010-1185E-8 5
 
5.0%
A-0550-1107S-4 4
 
4.0%
A-0200-0116S-4 4
 
4.0%
A-0120-1129E-4 4
 
4.0%
Other values (11) 41
41.0%

Length

2023-12-10T20:41:42.091627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
a-0010-1612e-8 8
 
8.0%
a-0010-1441e-8 8
 
8.0%
a-0010-1688e-8 8
 
8.0%
a-0010-0728s-6 6
 
6.0%
a-0120-1726e-6 6
 
6.0%
a-0200-0364s-6 6
 
6.0%
a-0010-1185e-8 5
 
5.0%
a-0300-1450s-4 4
 
4.0%
a-0300-1002s-4 4
 
4.0%
a-0300-1910e-4 4
 
4.0%
Other values (11) 41
41.0%

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

2023-12-10T20:41:42.252141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:42.401987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
s 51
51.0%
e 49
49.0%

차선
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
40 
2
39 
3
14 
4
7 

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 40
40.0%
2 39
39.0%
3 14
 
14.0%
4 7
 
7.0%

Length

2023-12-10T20:41:42.560882image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:42.718440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 40
40.0%
2 39
39.0%
3 14
 
14.0%
4 7
 
7.0%

측정구간
Categorical

Distinct40
Distinct (%)40.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
금호JC-칠곡물류IC
 
4
왜관IC-남구미IC
 
4
남구미IC-왜관IC
 
4
남구미IC-구미IC
 
4
구미IC-남구미IC
 
4
Other values (35)
80 

Length

Max length12
Median length11.5
Mean length10.02
Min length9

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row칠곡IC-금호JC
2nd row칠곡IC-금호JC
3rd row금호JC-칠곡IC
4th row금호JC-칠곡IC
5th row함양JC-함양IC

Common Values

ValueCountFrequency (%)
금호JC-칠곡물류IC 4
 
4.0%
왜관IC-남구미IC 4
 
4.0%
남구미IC-왜관IC 4
 
4.0%
남구미IC-구미IC 4
 
4.0%
구미IC-남구미IC 4
 
4.0%
칠곡물류IC-금호JC 4
 
4.0%
동대구JC-경산IC 4
 
4.0%
옥포JC-고령JC 3
 
3.0%
경주IC-건천IC 3
 
3.0%
동고령IC-고령JC 3
 
3.0%
Other values (30) 63
63.0%

Length

2023-12-10T20:41:42.898683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
금호jc-칠곡물류ic 4
 
4.0%
남구미ic-왜관ic 4
 
4.0%
남구미ic-구미ic 4
 
4.0%
구미ic-남구미ic 4
 
4.0%
칠곡물류ic-금호jc 4
 
4.0%
동대구jc-경산ic 4
 
4.0%
왜관ic-남구미ic 4
 
4.0%
건천ic-경주ic 3
 
3.0%
북영천ic-임고hi 3
 
3.0%
고령jc-옥포jc 3
 
3.0%
Other values (30) 63
63.0%

장비이정(km)
Real number (ℝ)

Distinct21
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean123.4323
Minimum11.6
Maximum191
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:43.074636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11.6
5-th percentile36.47
Q195.71
median132.58
Q3162.3325
95-th percentile172.63
Maximum191
Range179.4
Interquartile range (IQR)66.6225

Descriptive statistics

Standard deviation46.298893
Coefficient of variation (CV)0.37509544
Kurtosis-0.17467907
Mean123.4323
Median Absolute Deviation (MAD)33.09
Skewness-0.74672492
Sum12343.23
Variance2143.5875
MonotonicityNot monotonic
2023-12-10T20:41:43.234981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
161.22 8
 
8.0%
144.11 8
 
8.0%
168.89 8
 
8.0%
36.47 6
 
6.0%
72.8 6
 
6.0%
172.63 6
 
6.0%
118.5 5
 
5.0%
100.2 4
 
4.0%
191.0 4
 
4.0%
172.3 4
 
4.0%
Other values (11) 41
41.0%
ValueCountFrequency (%)
11.6 4
4.0%
36.47 6
6.0%
70.35 4
4.0%
72.8 6
6.0%
91.4 2
 
2.0%
95.71 4
4.0%
100.2 4
4.0%
110.7 4
4.0%
112.98 4
4.0%
118.5 5
5.0%
ValueCountFrequency (%)
191.0 4
4.0%
172.63 6
6.0%
172.3 4
4.0%
168.89 8
8.0%
165.67 3
 
3.0%
161.22 8
8.0%
145.0 4
4.0%
144.11 8
8.0%
133.22 4
4.0%
132.58 4
4.0%

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

2023-12-10T20:41:43.413467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:43.532621image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

1종 차량 속도(km/hr)
Real number (ℝ)

Distinct97
Distinct (%)97.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean106.5117
Minimum0
Maximum171.94
Zeros1
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:43.657575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile66.951
Q199.075
median106.125
Q3119.115
95-th percentile134.3885
Maximum171.94
Range171.94
Interquartile range (IQR)20.04

Descriptive statistics

Standard deviation21.837071
Coefficient of variation (CV)0.2050204
Kurtosis7.5494003
Mean106.5117
Median Absolute Deviation (MAD)10
Skewness-1.6357207
Sum10651.17
Variance476.85768
MonotonicityNot monotonic
2023-12-10T20:41:43.857529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
94.25 3
 
3.0%
106.0 2
 
2.0%
118.25 1
 
1.0%
130.6 1
 
1.0%
134.33 1
 
1.0%
119.0 1
 
1.0%
79.91 1
 
1.0%
113.6 1
 
1.0%
109.04 1
 
1.0%
119.46 1
 
1.0%
Other values (87) 87
87.0%
ValueCountFrequency (%)
0.0 1
1.0%
20.0 1
1.0%
60.44 1
1.0%
63.03 1
1.0%
64.12 1
1.0%
67.1 1
1.0%
79.91 1
1.0%
88.75 1
1.0%
88.88 1
1.0%
89.0 1
1.0%
ValueCountFrequency (%)
171.94 1
1.0%
139.2 1
1.0%
138.5 1
1.0%
137.25 1
1.0%
135.5 1
1.0%
134.33 1
1.0%
133.5 1
1.0%
131.8 1
1.0%
130.6 1
1.0%
130.5 1
1.0%

2종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)13.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.6875
Minimum0
Maximum109
Zeros79
Zeros (%)79.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:44.069867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile106.05
Maximum109
Range109
Interquartile range (IQR)0

Descriptive statistics

Standard deviation42.374926
Coefficient of variation (CV)1.9538871
Kurtosis0.15985079
Mean21.6875
Median Absolute Deviation (MAD)0
Skewness1.4614876
Sum2168.75
Variance1795.6343
MonotonicityNot monotonic
2023-12-10T20:41:44.255889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0.0 79
79.0%
106.0 4
 
4.0%
105.5 3
 
3.0%
102.0 3
 
3.0%
107.0 3
 
3.0%
108.0 1
 
1.0%
104.75 1
 
1.0%
82.5 1
 
1.0%
104.0 1
 
1.0%
105.0 1
 
1.0%
Other values (3) 3
 
3.0%
ValueCountFrequency (%)
0.0 79
79.0%
82.5 1
 
1.0%
88.0 1
 
1.0%
100.0 1
 
1.0%
102.0 3
 
3.0%
104.0 1
 
1.0%
104.75 1
 
1.0%
105.0 1
 
1.0%
105.5 3
 
3.0%
106.0 4
 
4.0%
ValueCountFrequency (%)
109.0 1
 
1.0%
108.0 1
 
1.0%
107.0 3
3.0%
106.0 4
4.0%
105.5 3
3.0%
105.0 1
 
1.0%
104.75 1
 
1.0%
104.0 1
 
1.0%
102.0 3
3.0%
100.0 1
 
1.0%

3종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct52
Distinct (%)52.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean57.8921
Minimum0
Maximum168.75
Zeros42
Zeros (%)42.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:44.470634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median81.61
Q3101.665
95-th percentile119.1
Maximum168.75
Range168.75
Interquartile range (IQR)101.665

Descriptive statistics

Standard deviation51.480211
Coefficient of variation (CV)0.88924414
Kurtosis-1.6329753
Mean57.8921
Median Absolute Deviation (MAD)32.89
Skewness-0.078425505
Sum5789.21
Variance2650.2121
MonotonicityNot monotonic
2023-12-10T20:41:44.703224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 42
42.0%
105.0 2
 
2.0%
101.0 2
 
2.0%
84.5 2
 
2.0%
110.0 2
 
2.0%
90.0 2
 
2.0%
86.0 2
 
2.0%
111.0 2
 
2.0%
119.0 1
 
1.0%
99.0 1
 
1.0%
Other values (42) 42
42.0%
ValueCountFrequency (%)
0.0 42
42.0%
64.38 1
 
1.0%
67.5 1
 
1.0%
73.85 1
 
1.0%
74.0 1
 
1.0%
77.0 1
 
1.0%
78.5 1
 
1.0%
80.0 1
 
1.0%
81.2 1
 
1.0%
82.02 1
 
1.0%
ValueCountFrequency (%)
168.75 1
1.0%
151.0 1
1.0%
130.5 1
1.0%
126.0 1
1.0%
121.0 1
1.0%
119.0 1
1.0%
115.5 1
1.0%
115.0 1
1.0%
114.0 1
1.0%
113.17 1
1.0%

4종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct33
Distinct (%)33.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.1036
Minimum0
Maximum131
Zeros61
Zeros (%)61.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:44.922911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q378
95-th percentile92.825
Maximum131
Range131
Interquartile range (IQR)78

Descriptive statistics

Standard deviation42.577312
Coefficient of variation (CV)1.2861837
Kurtosis-1.3951937
Mean33.1036
Median Absolute Deviation (MAD)0
Skewness0.61264236
Sum3310.36
Variance1812.8275
MonotonicityNot monotonic
2023-12-10T20:41:45.140883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
0.0 61
61.0%
80.0 3
 
3.0%
78.0 2
 
2.0%
72.5 2
 
2.0%
92.5 2
 
2.0%
92.0 2
 
2.0%
89.0 2
 
2.0%
75.0 1
 
1.0%
99.0 1
 
1.0%
76.67 1
 
1.0%
Other values (23) 23
 
23.0%
ValueCountFrequency (%)
0.0 61
61.0%
51.0 1
 
1.0%
71.76 1
 
1.0%
72.33 1
 
1.0%
72.5 2
 
2.0%
73.21 1
 
1.0%
74.5 1
 
1.0%
75.0 1
 
1.0%
75.33 1
 
1.0%
75.64 1
 
1.0%
ValueCountFrequency (%)
131.0 1
1.0%
122.0 1
1.0%
111.5 1
1.0%
110.0 1
1.0%
99.0 1
1.0%
92.5 2
2.0%
92.0 2
2.0%
91.0 1
1.0%
89.5 1
1.0%
89.0 2
2.0%

5종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct36
Distinct (%)36.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31.897
Minimum0
Maximum129
Zeros61
Zeros (%)61.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:45.335997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q378.6225
95-th percentile88.1
Maximum129
Range129
Interquartile range (IQR)78.6225

Descriptive statistics

Standard deviation40.812567
Coefficient of variation (CV)1.2795111
Kurtosis-1.4781707
Mean31.897
Median Absolute Deviation (MAD)0
Skewness0.58020976
Sum3189.7
Variance1665.6656
MonotonicityNot monotonic
2023-12-10T20:41:45.554497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=36)
ValueCountFrequency (%)
0.0 61
61.0%
81.0 2
 
2.0%
79.5 2
 
2.0%
84.81 2
 
2.0%
86.0 2
 
2.0%
81.25 1
 
1.0%
94.25 1
 
1.0%
74.5 1
 
1.0%
85.67 1
 
1.0%
81.5 1
 
1.0%
Other values (26) 26
26.0%
ValueCountFrequency (%)
0.0 61
61.0%
56.14 1
 
1.0%
57.83 1
 
1.0%
69.5 1
 
1.0%
70.0 1
 
1.0%
71.67 1
 
1.0%
73.0 1
 
1.0%
73.66 1
 
1.0%
74.5 1
 
1.0%
75.0 1
 
1.0%
ValueCountFrequency (%)
129.0 1
1.0%
109.0 1
1.0%
103.0 1
1.0%
94.25 1
1.0%
90.0 1
1.0%
88.0 1
1.0%
86.0 2
2.0%
85.67 1
1.0%
85.0 1
1.0%
84.81 2
2.0%

6종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct19
Distinct (%)19.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.1966
Minimum0
Maximum104
Zeros78
Zeros (%)78.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:45.761288image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile87.0165
Maximum104
Range104
Interquartile range (IQR)0

Descriptive statistics

Standard deviation34.628567
Coefficient of variation (CV)1.903024
Kurtosis0.073364771
Mean18.1966
Median Absolute Deviation (MAD)0
Skewness1.414361
Sum1819.66
Variance1199.1377
MonotonicityNot monotonic
2023-12-10T20:41:45.939536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
0.0 78
78.0%
87.0 3
 
3.0%
84.0 2
 
2.0%
81.0 2
 
2.0%
83.67 1
 
1.0%
85.0 1
 
1.0%
75.0 1
 
1.0%
87.5 1
 
1.0%
74.33 1
 
1.0%
87.33 1
 
1.0%
Other values (9) 9
 
9.0%
ValueCountFrequency (%)
0.0 78
78.0%
68.0 1
 
1.0%
71.0 1
 
1.0%
74.33 1
 
1.0%
75.0 1
 
1.0%
75.33 1
 
1.0%
77.0 1
 
1.0%
78.5 1
 
1.0%
80.0 1
 
1.0%
81.0 2
 
2.0%
ValueCountFrequency (%)
104.0 1
 
1.0%
94.0 1
 
1.0%
88.0 1
 
1.0%
87.5 1
 
1.0%
87.33 1
 
1.0%
87.0 3
3.0%
85.0 1
 
1.0%
84.0 2
2.0%
83.67 1
 
1.0%
81.0 2
2.0%

7종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)13.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.735
Minimum0
Maximum89
Zeros83
Zeros (%)83.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:46.117989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile86.05
Maximum89
Range89
Interquartile range (IQR)0

Descriptive statistics

Standard deviation30.646441
Coefficient of variation (CV)2.2312661
Kurtosis1.3954287
Mean13.735
Median Absolute Deviation (MAD)0
Skewness1.8197134
Sum1373.5
Variance939.20432
MonotonicityNot monotonic
2023-12-10T20:41:46.284540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0.0 83
83.0%
88.0 3
 
3.0%
75.0 2
 
2.0%
86.0 2
 
2.0%
80.0 2
 
2.0%
87.0 1
 
1.0%
73.0 1
 
1.0%
89.0 1
 
1.0%
77.0 1
 
1.0%
61.5 1
 
1.0%
Other values (3) 3
 
3.0%
ValueCountFrequency (%)
0.0 83
83.0%
61.5 1
 
1.0%
73.0 1
 
1.0%
75.0 2
 
2.0%
76.0 1
 
1.0%
77.0 1
 
1.0%
79.0 1
 
1.0%
80.0 2
 
2.0%
85.0 1
 
1.0%
86.0 2
 
2.0%
ValueCountFrequency (%)
89.0 1
 
1.0%
88.0 3
3.0%
87.0 1
 
1.0%
86.0 2
2.0%
85.0 1
 
1.0%
80.0 2
2.0%
79.0 1
 
1.0%
77.0 1
 
1.0%
76.0 1
 
1.0%
75.0 2
2.0%

8종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.6733
Minimum0
Maximum96
Zeros93
Zeros (%)93.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:46.435290image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile77
Maximum96
Range96
Interquartile range (IQR)0

Descriptive statistics

Standard deviation20.854144
Coefficient of variation (CV)3.6758401
Kurtosis10.354701
Mean5.6733
Median Absolute Deviation (MAD)0
Skewness3.4660517
Sum567.33
Variance434.89531
MonotonicityNot monotonic
2023-12-10T20:41:46.607572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0.0 93
93.0%
77.0 2
 
2.0%
96.0 1
 
1.0%
76.33 1
 
1.0%
80.0 1
 
1.0%
83.0 1
 
1.0%
78.0 1
 
1.0%
ValueCountFrequency (%)
0.0 93
93.0%
76.33 1
 
1.0%
77.0 2
 
2.0%
78.0 1
 
1.0%
80.0 1
 
1.0%
83.0 1
 
1.0%
96.0 1
 
1.0%
ValueCountFrequency (%)
96.0 1
 
1.0%
83.0 1
 
1.0%
80.0 1
 
1.0%
78.0 1
 
1.0%
77.0 2
 
2.0%
76.33 1
 
1.0%
0.0 93
93.0%

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

2023-12-10T20:41:46.787418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:46.917975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

10종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.2433
Minimum0
Maximum85
Zeros92
Zeros (%)92.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:47.050428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile73.4635
Maximum85
Range85
Interquartile range (IQR)0

Descriptive statistics

Standard deviation21.336271
Coefficient of variation (CV)3.4174669
Kurtosis8.3099824
Mean6.2433
Median Absolute Deviation (MAD)0
Skewness3.1735677
Sum624.33
Variance455.23646
MonotonicityNot monotonic
2023-12-10T20:41:47.229461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0.0 92
92.0%
82.0 2
 
2.0%
76.0 1
 
1.0%
70.0 1
 
1.0%
85.0 1
 
1.0%
84.0 1
 
1.0%
73.33 1
 
1.0%
72.0 1
 
1.0%
ValueCountFrequency (%)
0.0 92
92.0%
70.0 1
 
1.0%
72.0 1
 
1.0%
73.33 1
 
1.0%
76.0 1
 
1.0%
82.0 2
 
2.0%
84.0 1
 
1.0%
85.0 1
 
1.0%
ValueCountFrequency (%)
85.0 1
 
1.0%
84.0 1
 
1.0%
82.0 2
 
2.0%
76.0 1
 
1.0%
73.33 1
 
1.0%
72.0 1
 
1.0%
70.0 1
 
1.0%
0.0 92
92.0%

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

2023-12-10T20:41:47.408289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:47.549613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

12종 차량 속도(km/hr)
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.5944
Minimum0
Maximum95
Zeros93
Zeros (%)93.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:47.712062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile63.0195
Maximum95
Range95
Interquartile range (IQR)0

Descriptive statistics

Standard deviation18.472401
Coefficient of variation (CV)4.020634
Kurtosis13.909532
Mean4.5944
Median Absolute Deviation (MAD)0
Skewness3.9030691
Sum459.44
Variance341.2296
MonotonicityNot monotonic
2023-12-10T20:41:47.829499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0.0 93
93.0%
80.0 1
 
1.0%
95.0 1
 
1.0%
63.0 1
 
1.0%
82.0 1
 
1.0%
0.18 1
 
1.0%
75.87 1
 
1.0%
63.39 1
 
1.0%
ValueCountFrequency (%)
0.0 93
93.0%
0.18 1
 
1.0%
63.0 1
 
1.0%
63.39 1
 
1.0%
75.87 1
 
1.0%
80.0 1
 
1.0%
82.0 1
 
1.0%
95.0 1
 
1.0%
ValueCountFrequency (%)
95.0 1
 
1.0%
82.0 1
 
1.0%
80.0 1
 
1.0%
75.87 1
 
1.0%
63.39 1
 
1.0%
63.0 1
 
1.0%
0.18 1
 
1.0%
0.0 93
93.0%

1종 차량수(대)
Real number (ℝ)

Distinct53
Distinct (%)53.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.57
Minimum0
Maximum125
Zeros1
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:48.038796image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3
Q111
median18.5
Q339
95-th percentile87.1
Maximum125
Range125
Interquartile range (IQR)28

Descriptive statistics

Standard deviation26.977827
Coefficient of variation (CV)0.94427115
Kurtosis1.9830591
Mean28.57
Median Absolute Deviation (MAD)11
Skewness1.5361192
Sum2857
Variance727.80313
MonotonicityNot monotonic
2023-12-10T20:41:48.276933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
12 5
 
5.0%
11 5
 
5.0%
4 4
 
4.0%
13 4
 
4.0%
14 4
 
4.0%
23 4
 
4.0%
6 3
 
3.0%
5 3
 
3.0%
8 3
 
3.0%
52 3
 
3.0%
Other values (43) 62
62.0%
ValueCountFrequency (%)
0 1
 
1.0%
1 1
 
1.0%
2 1
 
1.0%
3 3
3.0%
4 4
4.0%
5 3
3.0%
6 3
3.0%
7 1
 
1.0%
8 3
3.0%
9 2
2.0%
ValueCountFrequency (%)
125 1
1.0%
113 1
1.0%
104 1
1.0%
90 1
1.0%
89 1
1.0%
87 1
1.0%
83 2
2.0%
73 1
1.0%
72 1
1.0%
66 1
1.0%

2종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4
Minimum0
Maximum7
Zeros79
Zeros (%)79.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:48.452052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum7
Range7
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.063632
Coefficient of variation (CV)2.6590801
Kurtosis18.614971
Mean0.4
Median Absolute Deviation (MAD)0
Skewness3.9676471
Sum40
Variance1.1313131
MonotonicityNot monotonic
2023-12-10T20:41:48.615328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 79
79.0%
1 13
 
13.0%
2 4
 
4.0%
3 1
 
1.0%
7 1
 
1.0%
4 1
 
1.0%
5 1
 
1.0%
ValueCountFrequency (%)
0 79
79.0%
1 13
 
13.0%
2 4
 
4.0%
3 1
 
1.0%
4 1
 
1.0%
5 1
 
1.0%
7 1
 
1.0%
ValueCountFrequency (%)
7 1
 
1.0%
5 1
 
1.0%
4 1
 
1.0%
3 1
 
1.0%
2 4
 
4.0%
1 13
 
13.0%
0 79
79.0%

3종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.91
Minimum0
Maximum17
Zeros42
Zeros (%)42.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:48.763127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q33
95-th percentile7.05
Maximum17
Range17
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.9715656
Coefficient of variation (CV)1.5557935
Kurtosis9.7323153
Mean1.91
Median Absolute Deviation (MAD)1
Skewness2.771317
Sum191
Variance8.830202
MonotonicityNot monotonic
2023-12-10T20:41:48.929391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 42
42.0%
1 24
24.0%
3 10
 
10.0%
4 6
 
6.0%
5 5
 
5.0%
2 5
 
5.0%
8 2
 
2.0%
6 2
 
2.0%
11 1
 
1.0%
17 1
 
1.0%
Other values (2) 2
 
2.0%
ValueCountFrequency (%)
0 42
42.0%
1 24
24.0%
2 5
 
5.0%
3 10
 
10.0%
4 6
 
6.0%
5 5
 
5.0%
6 2
 
2.0%
7 1
 
1.0%
8 2
 
2.0%
11 1
 
1.0%
ValueCountFrequency (%)
17 1
 
1.0%
15 1
 
1.0%
11 1
 
1.0%
8 2
 
2.0%
7 1
 
1.0%
6 2
 
2.0%
5 5
5.0%
4 6
6.0%
3 10
10.0%
2 5
5.0%

4종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)13.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.65
Minimum0
Maximum14
Zeros61
Zeros (%)61.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:49.080409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile8.05
Maximum14
Range14
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.9894596
Coefficient of variation (CV)1.8117937
Kurtosis4.1951168
Mean1.65
Median Absolute Deviation (MAD)0
Skewness2.1474612
Sum165
Variance8.9368687
MonotonicityNot monotonic
2023-12-10T20:41:49.563362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 61
61.0%
1 11
 
11.0%
2 6
 
6.0%
3 5
 
5.0%
5 4
 
4.0%
8 3
 
3.0%
7 2
 
2.0%
4 2
 
2.0%
11 2
 
2.0%
14 1
 
1.0%
Other values (3) 3
 
3.0%
ValueCountFrequency (%)
0 61
61.0%
1 11
 
11.0%
2 6
 
6.0%
3 5
 
5.0%
4 2
 
2.0%
5 4
 
4.0%
6 1
 
1.0%
7 2
 
2.0%
8 3
 
3.0%
9 1
 
1.0%
ValueCountFrequency (%)
14 1
 
1.0%
11 2
 
2.0%
10 1
 
1.0%
9 1
 
1.0%
8 3
3.0%
7 2
 
2.0%
6 1
 
1.0%
5 4
4.0%
4 2
 
2.0%
3 5
5.0%

5종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct14
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.88
Minimum0
Maximum19
Zeros61
Zeros (%)61.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:49.737910image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile10.05
Maximum19
Range19
Interquartile range (IQR)2

Descriptive statistics

Standard deviation3.7666264
Coefficient of variation (CV)2.0035247
Kurtosis7.9593489
Mean1.88
Median Absolute Deviation (MAD)0
Skewness2.7638957
Sum188
Variance14.187475
MonotonicityNot monotonic
2023-12-10T20:41:49.922132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
0 61
61.0%
1 10
 
10.0%
2 7
 
7.0%
4 7
 
7.0%
3 3
 
3.0%
5 2
 
2.0%
7 2
 
2.0%
9 2
 
2.0%
12 1
 
1.0%
16 1
 
1.0%
Other values (4) 4
 
4.0%
ValueCountFrequency (%)
0 61
61.0%
1 10
 
10.0%
2 7
 
7.0%
3 3
 
3.0%
4 7
 
7.0%
5 2
 
2.0%
7 2
 
2.0%
9 2
 
2.0%
10 1
 
1.0%
11 1
 
1.0%
ValueCountFrequency (%)
19 1
 
1.0%
17 1
 
1.0%
16 1
 
1.0%
12 1
 
1.0%
11 1
 
1.0%
10 1
 
1.0%
9 2
 
2.0%
7 2
 
2.0%
5 2
 
2.0%
4 7
7.0%

6종 차량수(대)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.46
Minimum0
Maximum6
Zeros78
Zeros (%)78.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:50.097623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3.05
Maximum6
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.1319064
Coefficient of variation (CV)2.4606661
Kurtosis9.5712329
Mean0.46
Median Absolute Deviation (MAD)0
Skewness3.0648789
Sum46
Variance1.2812121
MonotonicityNot monotonic
2023-12-10T20:41:50.290585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 78
78.0%
1 13
 
13.0%
4 3
 
3.0%
2 2
 
2.0%
3 2
 
2.0%
5 1
 
1.0%
6 1
 
1.0%
ValueCountFrequency (%)
0 78
78.0%
1 13
 
13.0%
2 2
 
2.0%
3 2
 
2.0%
4 3
 
3.0%
5 1
 
1.0%
6 1
 
1.0%
ValueCountFrequency (%)
6 1
 
1.0%
5 1
 
1.0%
4 3
 
3.0%
3 2
 
2.0%
2 2
 
2.0%
1 13
 
13.0%
0 78
78.0%

7종 차량수(대)
Categorical

IMBALANCE 

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
83 
1
15 
2
 
2

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 83
83.0%
1 15
 
15.0%
2 2
 
2.0%

Length

2023-12-10T20:41:50.464689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:50.608397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 83
83.0%
1 15
 
15.0%
2 2
 
2.0%

8종 차량수(대)
Categorical

IMBALANCE 

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
93 
1
 
6
4
 
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 93
93.0%
1 6
 
6.0%
4 1
 
1.0%

Length

2023-12-10T20:41:50.778573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:50.936016image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 93
93.0%
1 6
 
6.0%
4 1
 
1.0%

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

2023-12-10T20:41:51.084702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:51.228111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

10종 차량수(대)
Categorical

IMBALANCE 

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
92 
1
 
4
4
 
2
2
 
2

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 92
92.0%
1 4
 
4.0%
4 2
 
2.0%
2 2
 
2.0%

Length

2023-12-10T20:41:51.360108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:51.518386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 92
92.0%
1 4
 
4.0%
4 2
 
2.0%
2 2
 
2.0%

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

2023-12-10T20:41:51.671391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:51.811677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

12종 차량수(대)
Categorical

IMBALANCE 

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
93 
1
 
6
2
 
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 93
93.0%
1 6
 
6.0%
2 1
 
1.0%

Length

2023-12-10T20:41:51.963662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:41:52.102572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 93
93.0%
1 6
 
6.0%
2 1
 
1.0%

차량통과수(대)
Real number (ℝ)

Distinct60
Distinct (%)60.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.4
Minimum0
Maximum128
Zeros1
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:52.302826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4
Q112.75
median25
Q352.5
95-th percentile94.3
Maximum128
Range128
Interquartile range (IQR)39.75

Descriptive statistics

Standard deviation30.07667
Coefficient of variation (CV)0.84962344
Kurtosis0.81229434
Mean35.4
Median Absolute Deviation (MAD)17
Skewness1.1915111
Sum3540
Variance904.60606
MonotonicityNot monotonic
2023-12-10T20:41:52.561150image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
6 5
 
5.0%
20 4
 
4.0%
12 4
 
4.0%
13 4
 
4.0%
42 3
 
3.0%
11 3
 
3.0%
4 3
 
3.0%
56 3
 
3.0%
8 3
 
3.0%
14 3
 
3.0%
Other values (50) 65
65.0%
ValueCountFrequency (%)
0 1
 
1.0%
2 2
 
2.0%
3 1
 
1.0%
4 3
3.0%
5 1
 
1.0%
6 5
5.0%
8 3
3.0%
9 1
 
1.0%
10 1
 
1.0%
11 3
3.0%
ValueCountFrequency (%)
128 1
1.0%
119 1
1.0%
115 1
1.0%
112 1
1.0%
100 1
1.0%
94 2
2.0%
90 1
1.0%
89 1
1.0%
88 1
1.0%
84 1
1.0%

평균 속도(km)
Real number (ℝ)

Distinct99
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean102.3629
Minimum0
Maximum171.94
Zeros1
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:52.796194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile68.7085
Q189.4125
median100.245
Q3116.78
95-th percentile133.3765
Maximum171.94
Range171.94
Interquartile range (IQR)27.3675

Descriptive statistics

Standard deviation22.962499
Coefficient of variation (CV)0.22432443
Kurtosis4.7288357
Mean102.3629
Median Absolute Deviation (MAD)13.035
Skewness-0.9834657
Sum10236.29
Variance527.27637
MonotonicityNot monotonic
2023-12-10T20:41:53.015071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
120.5 2
 
2.0%
114.5 1
 
1.0%
130.6 1
 
1.0%
98.17 1
 
1.0%
129.5 1
 
1.0%
89.44 1
 
1.0%
79.06 1
 
1.0%
113.6 1
 
1.0%
99.33 1
 
1.0%
119.46 1
 
1.0%
Other values (89) 89
89.0%
ValueCountFrequency (%)
0.0 1
1.0%
20.0 1
1.0%
62.77 1
1.0%
63.62 1
1.0%
64.12 1
1.0%
68.95 1
1.0%
79.06 1
1.0%
79.86 1
1.0%
82.74 1
1.0%
82.75 1
1.0%
ValueCountFrequency (%)
171.94 1
1.0%
139.2 1
1.0%
138.5 1
1.0%
137.25 1
1.0%
133.5 1
1.0%
133.37 1
1.0%
131.8 1
1.0%
130.6 1
1.0%
130.5 1
1.0%
129.88 1
1.0%

위도(°)
Real number (ℝ)

Distinct21
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.0483
Minimum35.532156
Maximum36.928333
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:53.211911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.532156
5-th percentile35.621053
Q135.818274
median36.0365
Q336.381222
95-th percentile36.466241
Maximum36.928333
Range1.3961773
Interquartile range (IQR)0.56294797

Descriptive statistics

Standard deviation0.31624066
Coefficient of variation (CV)0.0087726926
Kurtosis0.54285163
Mean36.0483
Median Absolute Deviation (MAD)0.218226
Skewness0.82084076
Sum3604.83
Variance0.10000815
MonotonicityNot monotonic
2023-12-10T20:41:53.389309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
36.0365 8
 
8.0%
35.913806 8
 
8.0%
36.07555556 8
 
8.0%
36.05805556 6
 
6.0%
35.818274 6
 
6.0%
35.78527778 6
 
6.0%
35.90473241 5
 
5.0%
36.409391 4
 
4.0%
36.38122197 4
 
4.0%
36.466241 4
 
4.0%
Other values (11) 41
41.0%
ValueCountFrequency (%)
35.532156 4
4.0%
35.621053 4
4.0%
35.707368 4
4.0%
35.75616248 3
 
3.0%
35.78527778 6
6.0%
35.818274 6
6.0%
35.82583333 4
4.0%
35.90473241 5
5.0%
35.913806 8
8.0%
35.95416667 4
4.0%
ValueCountFrequency (%)
36.92833333 4
4.0%
36.466241 4
4.0%
36.43761 4
4.0%
36.423098 4
4.0%
36.409391 4
4.0%
36.38549848 2
 
2.0%
36.38122197 4
4.0%
36.08611111 4
4.0%
36.07555556 8
8.0%
36.05805556 6
6.0%

경도(°)
Real number (ℝ)

Distinct21
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.56312
Minimum127.75714
Maximum129.36221
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:41:53.550267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum127.75714
5-th percentile127.89019
Q1128.3625
median128.48863
Q3128.76778
95-th percentile129.20123
Maximum129.36221
Range1.6050703
Interquartile range (IQR)0.4052778

Descriptive statistics

Standard deviation0.38412084
Coefficient of variation (CV)0.0029877995
Kurtosis-0.091494216
Mean128.56312
Median Absolute Deviation (MAD)0.1263847
Skewness0.16555005
Sum12856.312
Variance0.14754882
MonotonicityNot monotonic
2023-12-10T20:41:53.727752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
128.4138333 8
 
8.0%
128.488629 8
 
8.0%
128.3625 8
 
8.0%
129.0011111 6
 
6.0%
129.140095 6
 
6.0%
128.4580556 6
 
6.0%
128.5614716 5
 
5.0%
128.454677 4
 
4.0%
129.3622143 4
 
4.0%
129.201228 4
 
4.0%
Other values (11) 41
41.0%
ValueCountFrequency (%)
127.757144 4
4.0%
127.89019 4
4.0%
128.044625 4
4.0%
128.3469444 4
4.0%
128.3619886 2
 
2.0%
128.3625 8
8.0%
128.36667590000002 3
 
3.0%
128.4138333 8
8.0%
128.454677 4
4.0%
128.4580556 6
6.0%
ValueCountFrequency (%)
129.3622143 4
4.0%
129.201228 4
4.0%
129.140095 6
6.0%
129.0011111 6
6.0%
128.925734 4
4.0%
128.7677778 4
4.0%
128.673649 4
4.0%
128.5614716 5
5.0%
128.535 4
4.0%
128.5322222 4
4.0%

기울기(°)
Real number (ℝ)

Distinct39
Distinct (%)39.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0813
Minimum-3.43
Maximum4.74
Zeros0
Zeros (%)0.0%
Negative52
Negative (%)52.0%
Memory size1.0 KiB
2023-12-10T20:41:53.932716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-3.43
5-th percentile-2.89
Q1-0.9975
median-0.13
Q31.59
95-th percentile3.02
Maximum4.74
Range8.17
Interquartile range (IQR)2.5875

Descriptive statistics

Standard deviation1.8755151
Coefficient of variation (CV)23.069066
Kurtosis-0.44269566
Mean0.0813
Median Absolute Deviation (MAD)1.25
Skewness0.1658115
Sum8.13
Variance3.5175569
MonotonicityNot monotonic
2023-12-10T20:41:54.146650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
0.54 5
 
5.0%
-1.38 4
 
4.0%
-0.13 4
 
4.0%
-0.87 4
 
4.0%
0.9 4
 
4.0%
1.59 4
 
4.0%
-0.49 4
 
4.0%
0.55 4
 
4.0%
-0.66 3
 
3.0%
0.62 3
 
3.0%
Other values (29) 61
61.0%
ValueCountFrequency (%)
-3.43 2
2.0%
-3.3 2
2.0%
-2.89 2
2.0%
-2.64 3
3.0%
-2.54 2
2.0%
-2.39 2
2.0%
-2.34 2
2.0%
-1.9 2
2.0%
-1.79 2
2.0%
-1.78 2
2.0%
ValueCountFrequency (%)
4.74 2
2.0%
3.43 2
2.0%
3.02 2
2.0%
2.93 2
2.0%
2.63 2
2.0%
2.54 2
2.0%
2.41 2
2.0%
2.27 3
3.0%
1.79 2
2.0%
1.77 2
2.0%

주소
Categorical

Distinct21
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
경북 칠곡군 석적읍 포남리
8 
경북 구미시 임오동
8 
경북 칠곡군 지천면
8 
경북 경주시 건천읍 모량리
 
6
경북 달성군 옥포면 강림리
 
6
Other values (16)
64 

Length

Max length15
Median length14.5
Mean length11.86
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구 북구 금호동
2nd row대구 북구 금호동
3rd row대구 북구 금호동
4th row대구 북구 금호동
5th row경남 함양군 함양읍 신관리

Common Values

ValueCountFrequency (%)
경북 칠곡군 석적읍 포남리 8
 
8.0%
경북 구미시 임오동 8
 
8.0%
경북 칠곡군 지천면 8
 
8.0%
경북 경주시 건천읍 모량리 6
 
6.0%
경북 달성군 옥포면 강림리 6
 
6.0%
경북 영천시 임고면 삼매2리 6
 
6.0%
대구 동구 안심3동 5
 
5.0%
대구 북구 금호동 4
 
4.0%
경북 경산시 와촌면 강학리 4
 
4.0%
경남 거창군 남상면 오계리 4
 
4.0%
Other values (11) 41
41.0%

Length

2023-12-10T20:41:54.347005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경북 79
22.8%
칠곡군 20
 
5.8%
경남 12
 
3.5%
의성군 10
 
2.9%
대구 9
 
2.6%
포남리 8
 
2.3%
영덕군 8
 
2.3%
구미시 8
 
2.3%
석적읍 8
 
2.3%
거창군 8
 
2.3%
Other values (38) 176
50.9%

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
01도로공사20200301A-0550-1107S-4S1칠곡IC-금호JC110.70118.250.0110.750.00.00.00.00.000.000.03001100000000041114.536.928333128.532222-2.34대구 북구 금호동
12도로공사20200301A-0550-1107S-4S2칠곡IC-금호JC110.70105.50.0110.00.0109.0104.00.00.000.000.0730801200000084107.5436.928333128.532222-2.34대구 북구 금호동
23도로공사20200301A-0550-1107S-4E1금호JC-칠곡IC110.70124.250.00.00.00.00.00.00.000.000.0230000000000023124.2536.928333128.5322222.41대구 북구 금호동
34도로공사20200301A-0550-1107S-4E2금호JC-칠곡IC110.7098.00.0111.085.581.50.00.00.000.000.065033200000007395.036.928333128.5322222.41대구 북구 금호동
45도로공사20200301A-0120-0957E-4S1함양JC-함양IC95.710130.50.00.00.00.00.00.00.000.000.04000000000004130.535.532156127.757144-0.43경남 함양군 함양읍 신관리
56도로공사20200301A-0120-0957E-4S2함양JC-함양IC95.710100.280.086.078.080.00.00.00.000.000.023042200000003188.9335.532156127.757144-0.43경남 함양군 함양읍 신관리
67도로공사20200301A-0120-0957E-4E1함양IC-함양JC95.710131.80.00.00.00.00.00.00.000.000.09000000000009131.835.532156127.7571440.43경남 함양군 함양읍 신관리
78도로공사20200301A-0120-0957E-4E2함양IC-함양JC95.71099.10.077.085.082.6685.075.00.000.000.026011411000003488.6235.532156127.7571440.43경남 함양군 함양읍 신관리
89도로공사20200301A-0120-1129E-4S1거창IC-함양JC112.9800.00.00.00.00.00.00.00.000.000.000000000000000.035.621053127.890191.63경남 거창군 남상면 오계리
910도로공사20200301A-0120-1129E-4S2거창IC-함양JC112.980118.40.086.072.581.2587.00.00.000.000.0100124100000018102.0635.621053127.890191.63경남 거창군 남상면 오계리
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
9091도로공사20200301A-0010-1612E-8S4남구미IC-왜관IC161.22094.750.0110.6778.7579.575.3388.00.0072.000.01503111761001005487.5336.0365128.4138330.9경북 칠곡군 석적읍 포남리
9192도로공사20200301A-0010-1612E-8E1왜관IC-남구미IC161.220137.250.00.00.00.00.00.00.000.000.0260000000000026137.2536.0365128.413833-0.87경북 칠곡군 석적읍 포남리
9293도로공사20200301A-0010-1612E-8E2왜관IC-남구미IC161.220111.25106.0126.0110.00.00.00.00.000.000.0662110000000070111.7536.0365128.413833-0.87경북 칠곡군 석적읍 포남리
9394도로공사20200301A-0010-1612E-8E3왜관IC-남구미IC161.220103.50.0101.091.00.00.00.00.000.000.048053000000005699.3436.0365128.413833-0.87경북 칠곡군 석적읍 포남리
9495도로공사20200301A-0010-1612E-8E4왜관IC-남구미IC161.220104.330.00.084.2579.594.085.078.000.000.040011311100002189.5636.0365128.413833-0.87경북 칠곡군 석적읍 포남리
9596도로공사20200301A-0010-1185E-8S1동대구JC-경산IC118.5095.50.00.00.00.00.00.00.000.000.0400000000000495.535.904732128.561472-0.13대구 동구 안심3동
9697도로공사20200301A-0010-1185E-8S2동대구JC-경산IC118.5095.250.00.00.00.00.00.00.000.000.056000000000005695.2535.904732128.561472-0.13대구 동구 안심3동
9798도로공사20200301A-0010-1185E-8S3동대구JC-경산IC118.5092.088.080.00.085.6777.00.00.000.000.033140410000004386.5435.904732128.561472-0.13대구 동구 안심3동
9899도로공사20200301A-0010-1185E-8S4동대구JC-경산IC118.5088.750.0101.074.574.568.080.00.000.000.08015411000002079.8635.904732128.561472-0.13대구 동구 안심3동
99100도로공사20200301A-0010-1185E-8E1경산IC-동대구JC118.50106.00.00.00.00.00.00.00.000.000.06000000000006106.035.904732128.5614720.17대구 동구 안심3동