Overview

Dataset statistics

Number of variables26
Number of observations28
Missing cells8
Missing cells (%)1.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.4 KiB
Average record size in memory235.7 B

Variable types

Categorical19
Numeric7

Dataset

Description부산광역시_120바로콜센터차량잔가율정보_20240101
Author부산광역시
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15078203

Alerts

콜센터 has constant value ""Constant
6년 has 4 (14.3%) missing valuesMissing
7년 has 4 (14.3%) missing valuesMissing

Reproduction

Analysis started2024-03-13 13:15:48.020671
Analysis finished2024-03-13 13:15:48.266535
Duration0.25 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

콜센터
Categorical

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
120
28 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row120
2nd row120
3rd row120
4th row120
5th row120

Common Values

ValueCountFrequency (%)
120 28
100.0%

Length

2024-03-13T22:15:48.340121image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:48.432973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
120 28
100.0%

해당년도
Categorical

Distinct4
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
2021
7 
2022
7 
2023
7 
2024
7 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021
2nd row2021
3rd row2021
4th row2021
5th row2021

Common Values

ValueCountFrequency (%)
2021 7
25.0%
2022 7
25.0%
2023 7
25.0%
2024 7
25.0%

Length

2024-03-13T22:15:48.546465image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:48.665188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 7
25.0%
2022 7
25.0%
2023 7
25.0%
2024 7
25.0%

구분
Categorical

Distinct2
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Memory size356.0 B
국산
24 
외산
4 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
국산 24
85.7%
외산 4
 
14.3%

Length

2024-03-13T22:15:48.779701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:48.931654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
국산 24
85.7%
외산 4
 
14.3%

차종
Categorical

Distinct3
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
승용
12 
승합
8 
화물
8 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row승용
2nd row승용
3rd row승합
4th row승합
5th row화물

Common Values

ValueCountFrequency (%)
승용 12
42.9%
승합 8
28.6%
화물 8
28.6%

Length

2024-03-13T22:15:49.077554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:49.179329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
승용 12
42.9%
승합 8
28.6%
화물 8
28.6%

용도
Categorical

Distinct2
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Memory size356.0 B
비영업용
16 
영업용
12 

Length

Max length4
Median length4
Mean length3.5714286
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row비영업용
2nd row영업용
3rd row비영업용
4th row영업용
5th row비영업용

Common Values

ValueCountFrequency (%)
비영업용 16
57.1%
영업용 12
42.9%

Length

2024-03-13T22:15:49.331059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:49.430068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
비영업용 16
57.1%
영업용 12
42.9%

1년미만
Real number (ℝ)

Distinct7
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.79142857
Minimum0.702
Maximum0.842
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2024-03-13T22:15:49.525845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.702
5-th percentile0.702
Q10.761
median0.81
Q30.826
95-th percentile0.842
Maximum0.842
Range0.14
Interquartile range (IQR)0.065

Descriptive statistics

Standard deviation0.045528525
Coefficient of variation (CV)0.057527017
Kurtosis-0.19465659
Mean0.79142857
Median Absolute Deviation (MAD)0.031
Skewness-0.92120708
Sum22.16
Variance0.0020728466
MonotonicityNot monotonic
2024-03-13T22:15:49.629909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0.826 4
14.3%
0.779 4
14.3%
0.81 4
14.3%
0.82 4
14.3%
0.761 4
14.3%
0.702 4
14.3%
0.842 4
14.3%
ValueCountFrequency (%)
0.702 4
14.3%
0.761 4
14.3%
0.779 4
14.3%
0.81 4
14.3%
0.82 4
14.3%
0.826 4
14.3%
0.842 4
14.3%
ValueCountFrequency (%)
0.842 4
14.3%
0.826 4
14.3%
0.82 4
14.3%
0.81 4
14.3%
0.779 4
14.3%
0.761 4
14.3%
0.702 4
14.3%

1년
Real number (ℝ)

Distinct7
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66771429
Minimum0.561
Maximum0.729
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2024-03-13T22:15:49.757529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.561
5-th percentile0.561
Q10.618
median0.671
Q30.726
95-th percentile0.729
Maximum0.729
Range0.168
Interquartile range (IQR)0.108

Descriptive statistics

Standard deviation0.060696487
Coefficient of variation (CV)0.090901884
Kurtosis-1.012045
Mean0.66771429
Median Absolute Deviation (MAD)0.054
Skewness-0.52458845
Sum18.696
Variance0.0036840635
MonotonicityNot monotonic
2024-03-13T22:15:49.884837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0.725 4
14.3%
0.618 4
14.3%
0.726 4
14.3%
0.644 4
14.3%
0.671 4
14.3%
0.561 4
14.3%
0.729 4
14.3%
ValueCountFrequency (%)
0.561 4
14.3%
0.618 4
14.3%
0.644 4
14.3%
0.671 4
14.3%
0.725 4
14.3%
0.726 4
14.3%
0.729 4
14.3%
ValueCountFrequency (%)
0.729 4
14.3%
0.726 4
14.3%
0.725 4
14.3%
0.671 4
14.3%
0.644 4
14.3%
0.618 4
14.3%
0.561 4
14.3%

2년
Real number (ℝ)

Distinct7
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.541
Minimum0.348
Maximum0.614
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2024-03-13T22:15:50.014407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.348
5-th percentile0.348
Q10.5
median0.597
Q30.609
95-th percentile0.614
Maximum0.614
Range0.266
Interquartile range (IQR)0.109

Descriptive statistics

Standard deviation0.091767823
Coefficient of variation (CV)0.16962629
Kurtosis0.46431364
Mean0.541
Median Absolute Deviation (MAD)0.017
Skewness-1.2668552
Sum15.148
Variance0.0084213333
MonotonicityNot monotonic
2024-03-13T22:15:50.154321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0.614 4
14.3%
0.348 4
14.3%
0.609 4
14.3%
0.514 4
14.3%
0.597 4
14.3%
0.5 4
14.3%
0.605 4
14.3%
ValueCountFrequency (%)
0.348 4
14.3%
0.5 4
14.3%
0.514 4
14.3%
0.597 4
14.3%
0.605 4
14.3%
0.609 4
14.3%
0.614 4
14.3%
ValueCountFrequency (%)
0.614 4
14.3%
0.609 4
14.3%
0.605 4
14.3%
0.597 4
14.3%
0.514 4
14.3%
0.5 4
14.3%
0.348 4
14.3%

3년
Real number (ℝ)

Distinct6
Distinct (%)21.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.42542857
Minimum0.196
Maximum0.518
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2024-03-13T22:15:50.272397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.196
5-th percentile0.196
Q10.367
median0.5
Q30.51
95-th percentile0.518
Maximum0.518
Range0.322
Interquartile range (IQR)0.143

Descriptive statistics

Standard deviation0.11341939
Coefficient of variation (CV)0.26660031
Kurtosis-0.015591279
Mean0.42542857
Median Absolute Deviation (MAD)0.018
Skewness-1.0904226
Sum11.912
Variance0.012863958
MonotonicityNot monotonic
2024-03-13T22:15:50.381824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0.51 8
28.6%
0.518 4
14.3%
0.196 4
14.3%
0.367 4
14.3%
0.377 4
14.3%
0.5 4
14.3%
ValueCountFrequency (%)
0.196 4
14.3%
0.367 4
14.3%
0.377 4
14.3%
0.5 4
14.3%
0.51 8
28.6%
0.518 4
14.3%
ValueCountFrequency (%)
0.518 4
14.3%
0.51 8
28.6%
0.5 4
14.3%
0.377 4
14.3%
0.367 4
14.3%
0.196 4
14.3%

4년
Real number (ℝ)

Distinct6
Distinct (%)21.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.33842857
Minimum0.1
Maximum0.437
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2024-03-13T22:15:50.485802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.1
5-th percentile0.1
Q10.28
median0.412
Q30.426
95-th percentile0.437
Maximum0.437
Range0.337
Interquartile range (IQR)0.146

Descriptive statistics

Standard deviation0.11755012
Coefficient of variation (CV)0.34734102
Kurtosis0.019277156
Mean0.33842857
Median Absolute Deviation (MAD)0.025
Skewness-1.098408
Sum9.476
Variance0.013818032
MonotonicityNot monotonic
2024-03-13T22:15:50.588752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0.426 8
28.6%
0.437 4
14.3%
0.1 4
14.3%
0.288 4
14.3%
0.28 4
14.3%
0.412 4
14.3%
ValueCountFrequency (%)
0.1 4
14.3%
0.28 4
14.3%
0.288 4
14.3%
0.412 4
14.3%
0.426 8
28.6%
0.437 4
14.3%
ValueCountFrequency (%)
0.437 4
14.3%
0.426 8
28.6%
0.412 4
14.3%
0.288 4
14.3%
0.28 4
14.3%
0.1 4
14.3%

5년
Categorical

Distinct6
Distinct (%)21.4%
Missing0
Missing (%)0.0%
Memory size356.0 B
0.357
8 
0.368
4 
<NA>
4 
0.215
4 
0.242
4 

Length

Max length5
Median length5
Mean length4.7142857
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.368
2nd row<NA>
3rd row0.357
4th row0.215
5th row0.357

Common Values

ValueCountFrequency (%)
0.357 8
28.6%
0.368 4
14.3%
<NA> 4
14.3%
0.215 4
14.3%
0.242 4
14.3%
0.34 4
14.3%

Length

2024-03-13T22:15:50.771706image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:50.896187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.357 8
28.6%
0.368 4
14.3%
na 4
14.3%
0.215 4
14.3%
0.242 4
14.3%
0.34 4
14.3%

6년
Real number (ℝ)

MISSING 

Distinct6
Distinct (%)25.0%
Missing4
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.2565
Minimum0.17
Maximum0.311
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2024-03-13T22:15:51.026110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.17
5-th percentile0.17
Q10.1855
median0.2895
Q30.298
95-th percentile0.311
Maximum0.311
Range0.141
Interquartile range (IQR)0.1125

Descriptive statistics

Standard deviation0.059385989
Coefficient of variation (CV)0.23152432
Kurtosis-1.5034542
Mean0.2565
Median Absolute Deviation (MAD)0.015
Skewness-0.70332075
Sum6.156
Variance0.0035266957
MonotonicityNot monotonic
2024-03-13T22:15:51.167510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0.298 8
28.6%
0.311 4
14.3%
0.17 4
14.3%
0.281 4
14.3%
0.19 2
 
7.1%
0.172 2
 
7.1%
(Missing) 4
14.3%
ValueCountFrequency (%)
0.17 4
14.3%
0.172 2
 
7.1%
0.19 2
 
7.1%
0.281 4
14.3%
0.298 8
28.6%
0.311 4
14.3%
ValueCountFrequency (%)
0.311 4
14.3%
0.298 8
28.6%
0.281 4
14.3%
0.19 2
 
7.1%
0.172 2
 
7.1%
0.17 4
14.3%

7년
Real number (ℝ)

MISSING 

Distinct6
Distinct (%)25.0%
Missing4
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.20675
Minimum0.1
Maximum0.262
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2024-03-13T22:15:51.325463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.1
5-th percentile0.1
Q10.15
median0.241
Q30.259
95-th percentile0.262
Maximum0.262
Range0.162
Interquartile range (IQR)0.109

Descriptive statistics

Standard deviation0.065872901
Coefficient of variation (CV)0.31861137
Kurtosis-1.1465917
Mean0.20675
Median Absolute Deviation (MAD)0.0195
Skewness-0.82926162
Sum4.962
Variance0.0043392391
MonotonicityNot monotonic
2024-03-13T22:15:51.475701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0.1 5
17.9%
0.262 4
14.3%
0.25 4
14.3%
0.259 4
14.3%
0.232 4
14.3%
0.15 3
10.7%
(Missing) 4
14.3%
ValueCountFrequency (%)
0.1 5
17.9%
0.15 3
10.7%
0.232 4
14.3%
0.25 4
14.3%
0.259 4
14.3%
0.262 4
14.3%
ValueCountFrequency (%)
0.262 4
14.3%
0.259 4
14.3%
0.25 4
14.3%
0.232 4
14.3%
0.15 3
10.7%
0.1 5
17.9%

8년
Categorical

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
12 
0.221
4 
0.215
4 
0.229
4 
0.172
4 

Length

Max length5
Median length5
Mean length4.5714286
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.221
2nd row<NA>
3rd row0.215
4th row<NA>
5th row0.229

Common Values

ValueCountFrequency (%)
<NA> 12
42.9%
0.221 4
 
14.3%
0.215 4
 
14.3%
0.229 4
 
14.3%
0.172 4
 
14.3%

Length

2024-03-13T22:15:51.638262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:51.784912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 12
42.9%
0.221 4
 
14.3%
0.215 4
 
14.3%
0.229 4
 
14.3%
0.172 4
 
14.3%

9년
Categorical

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
12 
0.186
4 
0.184
4 
0.2
4 
0.142
4 

Length

Max length5
Median length4
Mean length4.2857143
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.186
2nd row<NA>
3rd row0.184
4th row<NA>
5th row0.2

Common Values

ValueCountFrequency (%)
<NA> 12
42.9%
0.186 4
 
14.3%
0.184 4
 
14.3%
0.2 4
 
14.3%
0.142 4
 
14.3%

Length

2024-03-13T22:15:51.941080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:52.382242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 12
42.9%
0.186 4
 
14.3%
0.184 4
 
14.3%
0.2 4
 
14.3%
0.142 4
 
14.3%

10년
Categorical

Distinct4
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
12 
0.157
8 
0.172
4 
0.117
4 

Length

Max length5
Median length5
Mean length4.5714286
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.157
2nd row<NA>
3rd row0.157
4th row<NA>
5th row0.172

Common Values

ValueCountFrequency (%)
<NA> 12
42.9%
0.157 8
28.6%
0.172 4
 
14.3%
0.117 4
 
14.3%

Length

2024-03-13T22:15:52.530200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:52.634917image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 12
42.9%
0.157 8
28.6%
0.172 4
 
14.3%
0.117 4
 
14.3%

11년
Categorical

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
12 
0.132
4 
0.134
4 
0.149
4 
0.097
4 

Length

Max length5
Median length5
Mean length4.5714286
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.132
2nd row<NA>
3rd row0.134
4th row<NA>
5th row0.149

Common Values

ValueCountFrequency (%)
<NA> 12
42.9%
0.132 4
 
14.3%
0.134 4
 
14.3%
0.149 4
 
14.3%
0.097 4
 
14.3%

Length

2024-03-13T22:15:52.750605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:52.875103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 12
42.9%
0.132 4
 
14.3%
0.134 4
 
14.3%
0.149 4
 
14.3%
0.097 4
 
14.3%

12년
Categorical

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
12 
0.112
4 
0.113
4 
0.128
4 
0.08
4 

Length

Max length5
Median length4
Mean length4.4285714
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.112
2nd row<NA>
3rd row0.113
4th row<NA>
5th row0.128

Common Values

ValueCountFrequency (%)
<NA> 12
42.9%
0.112 4
 
14.3%
0.113 4
 
14.3%
0.128 4
 
14.3%
0.08 4
 
14.3%

Length

2024-03-13T22:15:53.038917image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:53.171118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 12
42.9%
0.112 4
 
14.3%
0.113 4
 
14.3%
0.128 4
 
14.3%
0.08 4
 
14.3%

13년
Categorical

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
12 
0.094
4 
0.096
4 
0.11
4 
0.066
4 

Length

Max length5
Median length4
Mean length4.4285714
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.094
2nd row<NA>
3rd row0.096
4th row<NA>
5th row0.11

Common Values

ValueCountFrequency (%)
<NA> 12
42.9%
0.094 4
 
14.3%
0.096 4
 
14.3%
0.11 4
 
14.3%
0.066 4
 
14.3%

Length

2024-03-13T22:15:53.292598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:53.455450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 12
42.9%
0.094 4
 
14.3%
0.096 4
 
14.3%
0.11 4
 
14.3%
0.066 4
 
14.3%

14년
Categorical

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
12 
0.079
4 
0.081
4 
0.098
4 
0.054
4 

Length

Max length5
Median length5
Mean length4.5714286
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.079
2nd row<NA>
3rd row0.081
4th row<NA>
5th row0.098

Common Values

ValueCountFrequency (%)
<NA> 12
42.9%
0.079 4
 
14.3%
0.081 4
 
14.3%
0.098 4
 
14.3%
0.054 4
 
14.3%

Length

2024-03-13T22:15:53.635473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:53.753897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 12
42.9%
0.079 4
 
14.3%
0.081 4
 
14.3%
0.098 4
 
14.3%
0.054 4
 
14.3%

15년
Categorical

Distinct4
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
12 
0.067
8 
0.086
4 
0.05
4 

Length

Max length5
Median length4
Mean length4.4285714
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.067
2nd row<NA>
3rd row0.067
4th row<NA>
5th row0.086

Common Values

ValueCountFrequency (%)
<NA> 12
42.9%
0.067 8
28.6%
0.086 4
 
14.3%
0.05 4
 
14.3%

Length

2024-03-13T22:15:53.884984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:54.014239image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 12
42.9%
0.067 8
28.6%
0.086 4
 
14.3%
0.05 4
 
14.3%

16년
Categorical

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
16 
0.063
3 
0.058
3 
0.065
3 
0.048
3 

Length

Max length5
Median length4
Mean length4.4285714
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 16
57.1%
0.063 3
 
10.7%
0.058 3
 
10.7%
0.065 3
 
10.7%
0.048 3
 
10.7%

Length

2024-03-13T22:15:54.149326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:54.282780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 16
57.1%
0.063 3
 
10.7%
0.058 3
 
10.7%
0.065 3
 
10.7%
0.048 3
 
10.7%

17년
Categorical

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
16 
0.06
3 
0.056
3 
0.063
3 
0.046
3 

Length

Max length5
Median length4
Mean length4.3214286
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 16
57.1%
0.06 3
 
10.7%
0.056 3
 
10.7%
0.063 3
 
10.7%
0.046 3
 
10.7%

Length

2024-03-13T22:15:54.424881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:54.565065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 16
57.1%
0.06 3
 
10.7%
0.056 3
 
10.7%
0.063 3
 
10.7%
0.046 3
 
10.7%

18년
Categorical

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
16 
0.057
3 
0.054
3 
0.062
3 
0.044
3 

Length

Max length5
Median length4
Mean length4.4285714
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 16
57.1%
0.057 3
 
10.7%
0.054 3
 
10.7%
0.062 3
 
10.7%
0.044 3
 
10.7%

Length

2024-03-13T22:15:54.684603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:54.799386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 16
57.1%
0.057 3
 
10.7%
0.054 3
 
10.7%
0.062 3
 
10.7%
0.044 3
 
10.7%

19년
Categorical

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
16 
0.053
3 
0.052
3 
0.06
3 
0.042
3 

Length

Max length5
Median length4
Mean length4.3214286
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 16
57.1%
0.053 3
 
10.7%
0.052 3
 
10.7%
0.06 3
 
10.7%
0.042 3
 
10.7%

Length

2024-03-13T22:15:54.949026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:55.107417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 16
57.1%
0.053 3
 
10.7%
0.052 3
 
10.7%
0.06 3
 
10.7%
0.042 3
 
10.7%

20년
Categorical

Distinct4
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
<NA>
16 
0.05
6 
0.058
3 
0.04
3 

Length

Max length5
Median length4
Mean length4.1071429
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 16
57.1%
0.05 6
 
21.4%
0.058 3
 
10.7%
0.04 3
 
10.7%

Length

2024-03-13T22:15:55.237046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:15:55.338145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 16
57.1%
0.05 6
 
21.4%
0.058 3
 
10.7%
0.04 3
 
10.7%

Sample

콜센터해당년도구분차종용도1년미만1년2년3년4년5년6년7년8년9년10년11년12년13년14년15년16년17년18년19년20년
01202021국산승용비영업용0.8260.7250.6140.5180.4370.3680.3110.2620.2210.1860.1570.1320.1120.0940.0790.067<NA><NA><NA><NA><NA>
11202021국산승용영업용0.7790.6180.3480.1960.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
21202021국산승합비영업용0.810.7260.6090.510.4260.3570.2980.250.2150.1840.1570.1340.1130.0960.0810.067<NA><NA><NA><NA><NA>
31202021국산승합영업용0.820.6440.5140.3670.2880.2150.170.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
41202021국산화물비영업용0.7610.6710.5970.510.4260.3570.2980.2590.2290.20.1720.1490.1280.110.0980.086<NA><NA><NA><NA><NA>
51202021국산화물영업용0.7020.5610.50.3770.280.2420.190.15<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
61202021외산승용비영업용0.8420.7290.6050.50.4120.340.2810.2320.1720.1420.1170.0970.080.0660.0540.05<NA><NA><NA><NA><NA>
71202022국산승용비영업용0.8260.7250.6140.5180.4370.3680.3110.2620.2210.1860.1570.1320.1120.0940.0790.0670.0630.060.0570.0530.05
81202022국산승용영업용0.7790.6180.3480.1960.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
91202022국산승합비영업용0.810.7260.6090.510.4260.3570.2980.250.2150.1840.1570.1340.1130.0960.0810.0670.0580.0560.0540.0520.05
콜센터해당년도구분차종용도1년미만1년2년3년4년5년6년7년8년9년10년11년12년13년14년15년16년17년18년19년20년
181202023국산화물비영업용0.7610.6710.5970.510.4260.3570.2980.2590.2290.20.1720.1490.1280.110.0980.0860.0650.0630.0620.060.058
191202023국산화물영업용0.7020.5610.50.3770.280.2420.1720.15<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
201202023외산승용비영업용0.8420.7290.6050.50.4120.340.2810.2320.1720.1420.1170.0970.080.0660.0540.050.0480.0460.0440.0420.04
211202024국산승용비영업용0.8260.7250.6140.5180.4370.3680.3110.2620.2210.1860.1570.1320.1120.0940.0790.0670.0630.060.0570.0530.05
221202024국산승용영업용0.7790.6180.3480.1960.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
231202024국산승합비영업용0.810.7260.6090.510.4260.3570.2980.250.2150.1840.1570.1340.1130.0960.0810.0670.0580.0560.0540.0520.05
241202024국산승합영업용0.820.6440.5140.3670.2880.2150.170.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
251202024국산화물비영업용0.7610.6710.5970.510.4260.3570.2980.2590.2290.20.1720.1490.1280.110.0980.0860.0650.0630.0620.060.058
261202024국산화물영업용0.7020.5610.50.3770.280.2420.1720.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
271202024외산승용비영업용0.8420.7290.6050.50.4120.340.2810.2320.1720.1420.1170.0970.080.0660.0540.050.0480.0460.0440.0420.04