Overview

Dataset statistics

Number of variables3
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.6 KiB
Average record size in memory26.3 B

Variable types

Categorical1
DateTime1
Numeric1

Alerts

택시운행거리(km) has unique valuesUnique

Reproduction

Analysis started2023-12-10 11:07:21.317724
Analysis finished2023-12-10 11:07:21.913098
Duration0.6 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

노드ID
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
IK1012
30 
IK1013
30 
IK1014
30 
IK1015
10 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowIK1012
2nd rowIK1012
3rd rowIK1012
4th rowIK1012
5th rowIK1012

Common Values

ValueCountFrequency (%)
IK1012 30
30.0%
IK1013 30
30.0%
IK1014 30
30.0%
IK1015 10
 
10.0%

Length

2023-12-10T20:07:22.106346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:07:22.307635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
ik1012 30
30.0%
ik1013 30
30.0%
ik1014 30
30.0%
ik1015 10
 
10.0%

등록 날짜
Date

Distinct30
Distinct (%)30.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
Minimum2019-04-01 00:00:00
Maximum2019-04-30 00:00:00
2023-12-10T20:07:22.524255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:07:22.766505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)

택시운행거리(km)
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean171.6583
Minimum2.64
Maximum458.8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:07:23.017495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.64
5-th percentile26.013
Q1119.3325
median178.94
Q3230.715
95-th percentile290.4065
Maximum458.8
Range456.16
Interquartile range (IQR)111.3825

Descriptive statistics

Standard deviation85.36628
Coefficient of variation (CV)0.49730354
Kurtosis0.22477267
Mean171.6583
Median Absolute Deviation (MAD)54.645
Skewness0.063045931
Sum17165.83
Variance7287.4017
MonotonicityNot monotonic
2023-12-10T20:07:23.369541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
284.89 1
 
1.0%
44.56 1
 
1.0%
95.92 1
 
1.0%
99.27 1
 
1.0%
190.25 1
 
1.0%
139.54 1
 
1.0%
204.57 1
 
1.0%
291.29 1
 
1.0%
21.13 1
 
1.0%
150.2 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
2.64 1
1.0%
9.81 1
1.0%
15.97 1
1.0%
17.5 1
1.0%
21.13 1
1.0%
26.27 1
1.0%
26.54 1
1.0%
35.77 1
1.0%
36.43 1
1.0%
40.74 1
1.0%
ValueCountFrequency (%)
458.8 1
1.0%
316.08 1
1.0%
309.62 1
1.0%
302.11 1
1.0%
291.29 1
1.0%
290.36 1
1.0%
289.47 1
1.0%
284.89 1
1.0%
284.48 1
1.0%
279.46 1
1.0%

Interactions

2023-12-10T20:07:21.505019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T20:07:23.568172image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
노드ID등록 날짜택시운행거리(km)
노드ID1.0000.0000.735
등록 날짜0.0001.0000.111
택시운행거리(km)0.7350.1111.000
2023-12-10T20:07:23.729828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
택시운행거리(km)노드ID
택시운행거리(km)1.0000.395
노드ID0.3951.000

Missing values

2023-12-10T20:07:21.713508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T20:07:21.854454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

노드ID등록 날짜택시운행거리(km)
0IK10122019-04-04284.89
1IK10122019-04-22204.78
2IK10122019-04-07289.47
3IK10122019-04-1435.77
4IK10122019-04-0248.88
5IK10122019-04-28213.79
6IK10122019-04-16251.98
7IK10122019-04-0871.46
8IK10122019-04-24205.15
9IK10122019-04-2672.56
노드ID등록 날짜택시운행거리(km)
90IK10152019-04-02112.8
91IK10152019-04-24154.89
92IK10152019-04-1749.13
93IK10152019-04-03178.36
94IK10152019-04-25139.52
95IK10152019-04-21246.69
96IK10152019-04-20208.27
97IK10152019-04-09188.68
98IK10152019-04-12230.85
99IK10152019-04-16140.4