Overview

Dataset statistics

Number of variables21
Number of observations1628
Missing cells274
Missing cells (%)0.8%
Duplicate rows48
Duplicate rows (%)2.9%
Total size in memory292.7 KiB
Average record size in memory184.1 B

Variable types

DateTime1
Categorical5
Numeric15

Dataset

Description2009년 11월부터 세븐럭카지노 2개 지점(강남코엑스점 CX, 강북힐튼점 HT(현 용산드래곤시티점))의 월별 사용차량 집계 데이터입니다.
URLhttps://www.data.go.kr/data/15118247/fileData.do

Alerts

차량유형 has constant value ""Constant
Dataset has 48 (2.9%) duplicate rowsDuplicates
인천가격단위단가 has 27 (1.7%) missing valuesMissing
인천가격단위금액 has 26 (1.6%) missing valuesMissing
김포가격단위단가 has 26 (1.6%) missing valuesMissing
김포가격단위금액 has 26 (1.6%) missing valuesMissing
인천발송단가 has 26 (1.6%) missing valuesMissing
인천발송금액 has 26 (1.6%) missing valuesMissing
김포발송단가 has 25 (1.5%) missing valuesMissing
김포발송금액 has 25 (1.5%) missing valuesMissing
시내발송금액 has 41 (2.5%) missing valuesMissing
인천가격단위대수 has 545 (33.5%) zerosZeros
인천가격단위단가 has 74 (4.5%) zerosZeros
인천가격단위금액 has 537 (33.0%) zerosZeros
김포가격단위대수 has 727 (44.7%) zerosZeros
김포가격단위단가 has 85 (5.2%) zerosZeros
김포가격단위금액 has 711 (43.7%) zerosZeros
인천발송대수 has 706 (43.4%) zerosZeros
인천발송단가 has 78 (4.8%) zerosZeros
인천발송금액 has 698 (42.9%) zerosZeros
김포발송대수 has 936 (57.5%) zerosZeros
김포발송단가 has 87 (5.3%) zerosZeros
김포발송금액 has 917 (56.3%) zerosZeros
시내발송대수 has 1194 (73.3%) zerosZeros
시내발송단가 has 664 (40.8%) zerosZeros
시내발송금액 has 1177 (72.3%) zerosZeros

Reproduction

Analysis started2023-12-13 00:24:35.007787
Analysis finished2023-12-13 00:24:35.277206
Duration0.27 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년월
Date

Distinct136
Distinct (%)8.4%
Missing0
Missing (%)0.0%
Memory size12.8 KiB
Minimum2009-11-01 00:00:00
Maximum2023-06-01 00:00:00
2023-12-13T09:24:35.346544image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T09:24:35.462283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

차량유형
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size12.8 KiB
수시차량
1628 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
수시차량 1628
100.0%

Length

2023-12-13T09:24:35.574705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:24:35.661009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수시차량 1628
100.0%

영업장코드
Categorical

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size12.8 KiB
CX
1001 
HT
627 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowCX
2nd rowCX
3rd rowCX
4th rowCX
5th rowHT

Common Values

ValueCountFrequency (%)
CX 1001
61.5%
HT 627
38.5%

Length

2023-12-13T09:24:35.733980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:24:35.807381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
cx 1001
61.5%
ht 627
38.5%

차종
Categorical

Distinct28
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size12.8 KiB
에쿠스 세단
258 
에쿠스 리무진
239 
EQ900 세단
133 
EQ900 리무진
117 
체어맨 리무진
98 
Other values (23)
783 

Length

Max length11
Median length9
Mean length6.9889435
Min length2

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row벤츠
2nd row(구)에쿠스 리무진
3rd row(구)에쿠스 세단
4th row리무진버스(45인승)
5th row(구)에쿠스 리무진

Common Values

ValueCountFrequency (%)
에쿠스 세단 258
15.8%
에쿠스 리무진 239
14.7%
EQ900 세단 133
 
8.2%
EQ900 리무진 117
 
7.2%
체어맨 리무진 98
 
6.0%
(구)에쿠스 세단 85
 
5.2%
체비밴 84
 
5.2%
(구)에쿠스 리무진 82
 
5.0%
리무진버스(27인승) 70
 
4.3%
BMW 64
 
3.9%
Other values (18) 398
24.4%

Length

2023-12-13T09:24:35.897208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
리무진 658
23.1%
세단 535
18.8%
에쿠스 497
17.5%
eq900 250
 
8.8%
구)에쿠스 167
 
5.9%
g90 114
 
4.0%
체어맨 101
 
3.6%
체비밴 84
 
3.0%
리무진버스(27인승 70
 
2.5%
bmw 64
 
2.3%
Other values (14) 303
10.7%

인천가격단위대수
Real number (ℝ)

ZEROS 

Distinct58
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.1836609
Minimum0
Maximum75
Zeros545
Zeros (%)33.5%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:36.009216image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q38
95-th percentile27
Maximum75
Range75
Interquartile range (IQR)8

Descriptive statistics

Standard deviation10.157157
Coefficient of variation (CV)1.6425799
Kurtosis7.6279436
Mean6.1836609
Median Absolute Deviation (MAD)2
Skewness2.5332597
Sum10067
Variance103.16785
MonotonicityNot monotonic
2023-12-13T09:24:36.142113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 545
33.5%
1 259
15.9%
2 144
 
8.8%
3 81
 
5.0%
4 73
 
4.5%
6 47
 
2.9%
5 42
 
2.6%
12 31
 
1.9%
8 29
 
1.8%
7 27
 
1.7%
Other values (48) 350
21.5%
ValueCountFrequency (%)
0 545
33.5%
1 259
15.9%
2 144
 
8.8%
3 81
 
5.0%
4 73
 
4.5%
5 42
 
2.6%
6 47
 
2.9%
7 27
 
1.7%
8 29
 
1.8%
9 19
 
1.2%
ValueCountFrequency (%)
75 1
 
0.1%
67 2
0.1%
60 1
 
0.1%
59 1
 
0.1%
57 1
 
0.1%
55 2
0.1%
53 1
 
0.1%
51 1
 
0.1%
50 4
0.2%
49 1
 
0.1%

인천가격단위단가
Real number (ℝ)

MISSING  ZEROS 

Distinct58
Distinct (%)3.6%
Missing27
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean163013.74
Minimum0
Maximum400000
Zeros74
Zeros (%)4.5%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:36.257970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile115000
Q1138000
median146000
Q3165000
95-th percentile300000
Maximum400000
Range400000
Interquartile range (IQR)27000

Descriptive statistics

Standard deviation68575.09
Coefficient of variation (CV)0.42067061
Kurtosis3.4244108
Mean163013.74
Median Absolute Deviation (MAD)11000
Skewness1.0374638
Sum2.60985 × 108
Variance4.7025429 × 109
MonotonicityNot monotonic
2023-12-13T09:24:36.390271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
144900 120
 
7.4%
139650 117
 
7.2%
153300 102
 
6.3%
147000 92
 
5.7%
135000 82
 
5.0%
159000 75
 
4.6%
0 74
 
4.5%
130000 63
 
3.9%
128000 45
 
2.8%
236500 41
 
2.5%
Other values (48) 790
48.5%
ValueCountFrequency (%)
0 74
4.5%
100000 1
 
0.1%
115000 7
 
0.4%
120000 19
 
1.2%
123000 38
2.3%
128000 45
2.8%
129800 15
 
0.9%
130000 63
3.9%
133000 22
 
1.4%
134700 19
 
1.2%
ValueCountFrequency (%)
400000 34
2.1%
380000 8
 
0.5%
350000 25
1.5%
300000 14
0.9%
295000 4
 
0.2%
280000 19
1.2%
275000 6
 
0.4%
270000 6
 
0.4%
260000 22
1.4%
255000 28
1.7%

인천가격단위금액
Real number (ℝ)

MISSING  ZEROS 

Distinct403
Distinct (%)25.2%
Missing26
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean902028.34
Minimum0
Maximum9708300
Zeros537
Zeros (%)33.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:36.497089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median292000
Q31157400
95-th percentile3766530
Maximum9708300
Range9708300
Interquartile range (IQR)1157400

Descriptive statistics

Standard deviation1415433.6
Coefficient of variation (CV)1.5691676
Kurtosis6.8101567
Mean902028.34
Median Absolute Deviation (MAD)292000
Skewness2.4180046
Sum1.4450494 × 109
Variance2.0034524 × 1012
MonotonicityNot monotonic
2023-12-13T09:24:36.612555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 537
33.0%
147000 27
 
1.7%
306600 19
 
1.2%
130000 18
 
1.1%
441000 17
 
1.0%
135000 15
 
0.9%
294000 14
 
0.9%
231000 14
 
0.9%
140000 13
 
0.8%
153300 13
 
0.8%
Other values (393) 915
56.2%
(Missing) 26
 
1.6%
ValueCountFrequency (%)
0 537
33.0%
115000 3
 
0.2%
120000 12
 
0.7%
123000 5
 
0.3%
129800 1
 
0.1%
130000 18
 
1.1%
134700 2
 
0.1%
135000 15
 
0.9%
138000 1
 
0.1%
139600 1
 
0.1%
ValueCountFrequency (%)
9708300 1
0.1%
9600000 1
0.1%
8576000 1
0.1%
8280000 1
0.1%
7969500 1
0.1%
7679700 1
0.1%
7552000 1
0.1%
7389900 1
0.1%
7296000 1
0.1%
7245000 1
0.1%

김포가격단위대수
Real number (ℝ)

ZEROS 

Distinct30
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.5638821
Minimum0
Maximum31
Zeros727
Zeros (%)44.7%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:36.704391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q35
95-th percentile15
Maximum31
Range31
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.5093571
Coefficient of variation (CV)1.5458865
Kurtosis3.6190802
Mean3.5638821
Median Absolute Deviation (MAD)1
Skewness1.9481848
Sum5802
Variance30.353016
MonotonicityNot monotonic
2023-12-13T09:24:36.796099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
0 727
44.7%
1 212
 
13.0%
3 114
 
7.0%
2 98
 
6.0%
7 52
 
3.2%
5 49
 
3.0%
4 46
 
2.8%
6 38
 
2.3%
15 34
 
2.1%
9 33
 
2.0%
Other values (20) 225
 
13.8%
ValueCountFrequency (%)
0 727
44.7%
1 212
 
13.0%
2 98
 
6.0%
3 114
 
7.0%
4 46
 
2.8%
5 49
 
3.0%
6 38
 
2.3%
7 52
 
3.2%
8 27
 
1.7%
9 33
 
2.0%
ValueCountFrequency (%)
31 1
 
0.1%
30 3
 
0.2%
29 1
 
0.1%
26 1
 
0.1%
25 7
0.4%
24 4
 
0.2%
23 3
 
0.2%
22 3
 
0.2%
21 6
0.4%
20 13
0.8%

김포가격단위단가
Real number (ℝ)

MISSING  ZEROS 

Distinct57
Distinct (%)3.6%
Missing26
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean120968.7
Minimum0
Maximum400000
Zeros85
Zeros (%)5.2%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:36.899536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q192700
median100000
Q3135000
95-th percentile259500
Maximum400000
Range400000
Interquartile range (IQR)42300

Descriptive statistics

Standard deviation64108.589
Coefficient of variation (CV)0.52996016
Kurtosis3.5208141
Mean120968.7
Median Absolute Deviation (MAD)11300
Skewness1.5029676
Sum1.9379185 × 108
Variance4.1099111 × 109
MonotonicityNot monotonic
2023-12-13T09:24:37.015470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
99750 120
 
7.4%
90300 117
 
7.2%
111300 102
 
6.3%
101850 91
 
5.6%
0 85
 
5.2%
120000 81
 
5.0%
100000 66
 
4.1%
97000 64
 
3.9%
98000 57
 
3.5%
90000 55
 
3.4%
Other values (47) 764
46.9%
ValueCountFrequency (%)
0 85
5.2%
70000 7
 
0.4%
75000 19
 
1.2%
80000 38
 
2.3%
83900 15
 
0.9%
86000 21
 
1.3%
87000 1
 
0.1%
88000 41
 
2.5%
90000 55
3.4%
90300 117
7.2%
ValueCountFrequency (%)
400000 1
 
0.1%
350000 33
2.0%
340000 8
 
0.5%
300000 23
1.4%
270000 9
 
0.6%
260000 7
 
0.4%
250000 4
 
0.2%
230000 27
1.7%
220000 2
 
0.1%
213000 22
1.4%

김포가격단위금액
Real number (ℝ)

MISSING  ZEROS 

Distinct270
Distinct (%)16.9%
Missing26
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean362979.28
Minimum0
Maximum3375000
Zeros711
Zeros (%)43.7%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:37.132098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median101850
Q3527250
95-th percentile1496250
Maximum3375000
Range3375000
Interquartile range (IQR)527250

Descriptive statistics

Standard deviation541501.61
Coefficient of variation (CV)1.4918251
Kurtosis3.6855372
Mean362979.28
Median Absolute Deviation (MAD)101850
Skewness1.9242075
Sum5.814928 × 108
Variance2.93224 × 1011
MonotonicityNot monotonic
2023-12-13T09:24:37.259480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 711
43.7%
101850 26
 
1.6%
111300 21
 
1.3%
333900 18
 
1.1%
97000 16
 
1.0%
90000 15
 
0.9%
203700 13
 
0.8%
270000 13
 
0.8%
222600 12
 
0.7%
192500 12
 
0.7%
Other values (260) 745
45.8%
(Missing) 26
 
1.6%
ValueCountFrequency (%)
0 711
43.7%
70000 2
 
0.1%
75000 4
 
0.2%
80000 5
 
0.3%
83900 2
 
0.1%
87000 1
 
0.1%
88000 3
 
0.2%
90000 15
 
0.9%
90300 3
 
0.2%
92700 2
 
0.1%
ValueCountFrequency (%)
3375000 1
 
0.1%
2992500 1
 
0.1%
2892750 1
 
0.1%
2799300 1
 
0.1%
2709000 2
0.1%
2642500 1
 
0.1%
2593500 1
 
0.1%
2493750 3
0.2%
2394000 3
0.2%
2294250 1
 
0.1%

인천발송대수
Real number (ℝ)

ZEROS 

Distinct46
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6873464
Minimum0
Maximum77
Zeros706
Zeros (%)43.4%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:37.365336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q34
95-th percentile16
Maximum77
Range77
Interquartile range (IQR)4

Descriptive statistics

Standard deviation6.8720799
Coefficient of variation (CV)1.8636925
Kurtosis19.945447
Mean3.6873464
Median Absolute Deviation (MAD)1
Skewness3.6345736
Sum6003
Variance47.225482
MonotonicityNot monotonic
2023-12-13T09:24:37.483402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=46)
ValueCountFrequency (%)
0 706
43.4%
1 255
 
15.7%
2 135
 
8.3%
3 84
 
5.2%
4 64
 
3.9%
5 41
 
2.5%
7 39
 
2.4%
6 35
 
2.1%
10 31
 
1.9%
8 28
 
1.7%
Other values (36) 210
 
12.9%
ValueCountFrequency (%)
0 706
43.4%
1 255
 
15.7%
2 135
 
8.3%
3 84
 
5.2%
4 64
 
3.9%
5 41
 
2.5%
6 35
 
2.1%
7 39
 
2.4%
8 28
 
1.7%
9 26
 
1.6%
ValueCountFrequency (%)
77 1
0.1%
66 1
0.1%
51 1
0.1%
48 1
0.1%
43 1
0.1%
42 1
0.1%
41 1
0.1%
40 1
0.1%
38 2
0.1%
37 2
0.1%

인천발송단가
Real number (ℝ)

MISSING  ZEROS 

Distinct62
Distinct (%)3.9%
Missing26
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean157687.23
Minimum0
Maximum400000
Zeros78
Zeros (%)4.8%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:37.593127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile105000
Q1132300
median138600
Q3165000
95-th percentile299750
Maximum400000
Range400000
Interquartile range (IQR)32700

Descriptive statistics

Standard deviation69673.365
Coefficient of variation (CV)0.44184531
Kurtosis3.3820973
Mean157687.23
Median Absolute Deviation (MAD)11400
Skewness1.1256871
Sum2.5261495 × 108
Variance4.8543778 × 109
MonotonicityNot monotonic
2023-12-13T09:24:37.721191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
138600 120
 
7.4%
132300 117
 
7.2%
144900 102
 
6.3%
139650 91
 
5.6%
0 78
 
4.8%
159000 75
 
4.6%
123000 70
 
4.3%
128000 66
 
4.1%
135000 47
 
2.9%
122000 41
 
2.5%
Other values (52) 795
48.8%
ValueCountFrequency (%)
0 78
4.8%
100000 1
 
0.1%
105000 7
 
0.4%
110000 19
 
1.2%
117000 38
2.3%
122000 41
2.5%
123000 70
4.3%
125000 4
 
0.2%
126000 21
 
1.3%
127000 1
 
0.1%
ValueCountFrequency (%)
400000 34
2.1%
380000 8
 
0.5%
350000 25
1.5%
300000 14
0.9%
295000 4
 
0.2%
280000 19
1.2%
275000 6
 
0.4%
270000 6
 
0.4%
260000 22
1.4%
255000 6
 
0.4%

인천발송금액
Real number (ℝ)

MISSING  ZEROS 

Distinct309
Distinct (%)19.3%
Missing26
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean510660.17
Minimum0
Maximum9394000
Zeros698
Zeros (%)42.9%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:38.056638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median139650
Q3607500
95-th percentile2216800
Maximum9394000
Range9394000
Interquartile range (IQR)607500

Descriptive statistics

Standard deviation899982.98
Coefficient of variation (CV)1.7623912
Kurtosis16.018891
Mean510660.17
Median Absolute Deviation (MAD)139650
Skewness3.3068314
Sum8.180776 × 108
Variance8.0996936 × 1011
MonotonicityNot monotonic
2023-12-13T09:24:38.156001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 698
42.9%
139650 24
 
1.5%
133000 16
 
1.0%
289800 15
 
0.9%
220000 13
 
0.8%
144900 13
 
0.8%
279300 12
 
0.7%
123000 12
 
0.7%
1323000 12
 
0.7%
793800 11
 
0.7%
Other values (299) 776
47.7%
(Missing) 26
 
1.6%
ValueCountFrequency (%)
0 698
42.9%
105000 4
 
0.2%
110000 2
 
0.1%
117000 5
 
0.3%
122000 4
 
0.2%
123000 12
 
0.7%
125000 1
 
0.1%
128000 11
 
0.7%
132300 10
 
0.6%
132600 7
 
0.4%
ValueCountFrequency (%)
9394000 1
0.1%
8052000 1
0.1%
6222000 1
0.1%
5856000 1
0.1%
5676000 1
0.1%
5544000 1
0.1%
5124000 1
0.1%
5002000 1
0.1%
4884000 1
0.1%
4851000 2
0.1%

김포발송대수
Real number (ℝ)

ZEROS 

Distinct23
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6996314
Minimum0
Maximum24
Zeros936
Zeros (%)57.5%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:38.245248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile8
Maximum24
Range24
Interquartile range (IQR)2

Descriptive statistics

Standard deviation3.1959293
Coefficient of variation (CV)1.8803661
Kurtosis10.971829
Mean1.6996314
Median Absolute Deviation (MAD)0
Skewness2.9439068
Sum2767
Variance10.213964
MonotonicityNot monotonic
2023-12-13T09:24:38.346865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 936
57.5%
1 219
 
13.5%
2 117
 
7.2%
3 83
 
5.1%
4 57
 
3.5%
5 46
 
2.8%
6 38
 
2.3%
7 28
 
1.7%
8 25
 
1.5%
9 23
 
1.4%
Other values (13) 56
 
3.4%
ValueCountFrequency (%)
0 936
57.5%
1 219
 
13.5%
2 117
 
7.2%
3 83
 
5.1%
4 57
 
3.5%
5 46
 
2.8%
6 38
 
2.3%
7 28
 
1.7%
8 25
 
1.5%
9 23
 
1.4%
ValueCountFrequency (%)
24 1
 
0.1%
23 1
 
0.1%
22 2
 
0.1%
21 3
0.2%
20 1
 
0.1%
19 2
 
0.1%
16 4
0.2%
15 6
0.4%
14 3
0.2%
13 5
0.3%

김포발송단가
Real number (ℝ)

MISSING  ZEROS 

Distinct60
Distinct (%)3.7%
Missing25
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean113465.35
Minimum0
Maximum400000
Zeros87
Zeros (%)5.3%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:38.474652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q181000
median89250
Q3135000
95-th percentile259000
Maximum400000
Range400000
Interquartile range (IQR)54000

Descriptive statistics

Standard deviation66166.137
Coefficient of variation (CV)0.58313961
Kurtosis3.4124189
Mean113465.35
Median Absolute Deviation (MAD)10500
Skewness1.6052393
Sum1.8188495 × 108
Variance4.3779577 × 109
MonotonicityNot monotonic
2023-12-13T09:24:38.596506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
87150 120
 
7.4%
78750 117
 
7.2%
98700 102
 
6.3%
89250 91
 
5.6%
0 87
 
5.3%
120000 81
 
5.0%
87000 56
 
3.4%
79000 53
 
3.3%
135000 47
 
2.9%
181500 41
 
2.5%
Other values (50) 808
49.6%
ValueCountFrequency (%)
0 87
5.3%
65000 7
 
0.4%
69000 39
 
2.4%
70000 19
 
1.2%
73200 15
 
0.9%
75000 22
 
1.4%
77000 41
 
2.5%
78750 117
7.2%
79000 53
3.3%
81000 19
 
1.2%
ValueCountFrequency (%)
400000 1
 
0.1%
350000 33
2.0%
340000 8
 
0.5%
300000 23
1.4%
270000 9
 
0.6%
260000 7
 
0.4%
250000 4
 
0.2%
230000 27
1.7%
220000 2
 
0.1%
210000 22
1.4%

김포발송금액
Real number (ℝ)

MISSING  ZEROS 

Distinct189
Distinct (%)11.8%
Missing25
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean156653.68
Minimum0
Maximum2091600
Zeros917
Zeros (%)56.3%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:38.720181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3198000
95-th percentile761070
Maximum2091600
Range2091600
Interquartile range (IQR)198000

Descriptive statistics

Standard deviation281011.82
Coefficient of variation (CV)1.7938411
Kurtosis9.4436255
Mean156653.68
Median Absolute Deviation (MAD)0
Skewness2.7287158
Sum2.5111585 × 108
Variance7.8967641 × 1010
MonotonicityNot monotonic
2023-12-13T09:24:38.835059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 917
56.3%
78750 21
 
1.3%
98700 20
 
1.2%
89250 19
 
1.2%
87150 18
 
1.1%
315000 16
 
1.0%
157500 15
 
0.9%
178500 13
 
0.8%
236250 11
 
0.7%
174300 11
 
0.7%
Other values (179) 542
33.3%
(Missing) 25
 
1.5%
ValueCountFrequency (%)
0 917
56.3%
69000 9
 
0.6%
70000 4
 
0.2%
75000 2
 
0.1%
77000 6
 
0.4%
78750 21
 
1.3%
79000 7
 
0.4%
81000 2
 
0.1%
84700 7
 
0.4%
85000 11
 
0.7%
ValueCountFrequency (%)
2091600 1
0.1%
2025000 1
0.1%
2004450 1
0.1%
1830150 1
0.1%
1743000 1
0.1%
1694000 2
0.1%
1617000 1
0.1%
1577000 1
0.1%
1540000 1
0.1%
1485000 1
0.1%

시내발송대수
Real number (ℝ)

ZEROS 

Distinct28
Distinct (%)1.7%
Missing13
Missing (%)0.8%
Infinite0
Infinite (%)0.0%
Mean1.3424149
Minimum0
Maximum38
Zeros1194
Zeros (%)73.3%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:38.926668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile8
Maximum38
Range38
Interquartile range (IQR)1

Descriptive statistics

Standard deviation3.6507748
Coefficient of variation (CV)2.7195578
Kurtosis22.743112
Mean1.3424149
Median Absolute Deviation (MAD)0
Skewness4.2255926
Sum2168
Variance13.328156
MonotonicityNot monotonic
2023-12-13T09:24:39.018357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
0 1194
73.3%
1 123
 
7.6%
2 66
 
4.1%
3 48
 
2.9%
4 35
 
2.1%
6 20
 
1.2%
7 19
 
1.2%
5 17
 
1.0%
8 14
 
0.9%
10 10
 
0.6%
Other values (18) 69
 
4.2%
(Missing) 13
 
0.8%
ValueCountFrequency (%)
0 1194
73.3%
1 123
 
7.6%
2 66
 
4.1%
3 48
 
2.9%
4 35
 
2.1%
5 17
 
1.0%
6 20
 
1.2%
7 19
 
1.2%
8 14
 
0.9%
9 8
 
0.5%
ValueCountFrequency (%)
38 1
 
0.1%
34 1
 
0.1%
32 1
 
0.1%
25 1
 
0.1%
23 1
 
0.1%
22 2
 
0.1%
21 2
 
0.1%
20 2
 
0.1%
19 7
0.4%
18 4
0.2%

시내발송단가
Real number (ℝ)

ZEROS 

Distinct22
Distinct (%)1.4%
Missing13
Missing (%)0.8%
Infinite0
Infinite (%)0.0%
Mean51673.065
Minimum0
Maximum350000
Zeros664
Zeros (%)40.8%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:39.108110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median54000
Q367000
95-th percentile177000
Maximum350000
Range350000
Interquartile range (IQR)67000

Descriptive statistics

Standard deviation65294.772
Coefficient of variation (CV)1.2636133
Kurtosis6.730604
Mean51673.065
Median Absolute Deviation (MAD)51000
Skewness2.3139672
Sum83452000
Variance4.2634073 × 109
MonotonicityNot monotonic
2023-12-13T09:24:39.194388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
0 664
40.8%
67000 220
 
13.5%
54000 206
 
12.7%
70000 141
 
8.7%
90000 76
 
4.7%
62000 67
 
4.1%
120000 37
 
2.3%
250000 30
 
1.8%
36000 28
 
1.7%
99000 26
 
1.6%
Other values (12) 120
 
7.4%
ValueCountFrequency (%)
0 664
40.8%
10000 6
 
0.4%
31000 2
 
0.1%
36000 28
 
1.7%
54000 206
 
12.7%
55000 25
 
1.5%
62000 67
 
4.1%
67000 220
 
13.5%
70000 141
 
8.7%
85000 2
 
0.1%
ValueCountFrequency (%)
350000 18
1.1%
300000 13
 
0.8%
275000 6
 
0.4%
265000 8
 
0.5%
250000 30
1.8%
240000 6
 
0.4%
150000 9
 
0.6%
130000 6
 
0.4%
120000 37
2.3%
105000 19
1.2%

시내발송금액
Real number (ℝ)

MISSING  ZEROS 

Distinct96
Distinct (%)6.0%
Missing41
Missing (%)2.5%
Infinite0
Infinite (%)0.0%
Mean85279.773
Minimum0
Maximum1440000
Zeros1177
Zeros (%)72.3%
Negative0
Negative (%)0.0%
Memory size14.4 KiB
2023-12-13T09:24:39.289787image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q354000
95-th percentile536000
Maximum1440000
Range1440000
Interquartile range (IQR)54000

Descriptive statistics

Standard deviation208992.87
Coefficient of variation (CV)2.4506734
Kurtosis12.094722
Mean85279.773
Median Absolute Deviation (MAD)0
Skewness3.3028486
Sum1.35339 × 108
Variance4.3678021 × 1010
MonotonicityNot monotonic
2023-12-13T09:24:39.398803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1177
72.3%
67000 29
 
1.8%
134000 28
 
1.7%
54000 21
 
1.3%
62000 17
 
1.0%
162000 16
 
1.0%
216000 15
 
0.9%
108000 14
 
0.9%
350000 12
 
0.7%
70000 12
 
0.7%
Other values (86) 246
 
15.1%
(Missing) 41
 
2.5%
ValueCountFrequency (%)
0 1177
72.3%
30000 1
 
0.1%
31000 2
 
0.1%
34000 1
 
0.1%
38000 1
 
0.1%
40000 1
 
0.1%
54000 21
 
1.3%
62000 17
 
1.0%
67000 29
 
1.8%
68000 2
 
0.1%
ValueCountFrequency (%)
1440000 1
0.1%
1407000 1
0.1%
1400000 1
0.1%
1350000 1
0.1%
1340000 1
0.1%
1273000 1
0.1%
1206000 1
0.1%
1188000 2
0.1%
1178000 1
0.1%
1139000 1
0.1%

거래처번호
Categorical

Distinct4
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size12.8 KiB
1025
589 
1825
461 
1027
351 
1026
227 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1027
2nd row1027
3rd row1027
4th row1027
5th row1027

Common Values

ValueCountFrequency (%)
1025 589
36.2%
1825 461
28.3%
1027 351
21.6%
1026 227
 
13.9%

Length

2023-12-13T09:24:39.510954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:24:39.589431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1025 589
36.2%
1825 461
28.3%
1027 351
21.6%
1026 227
 
13.9%

거래처명
Categorical

Distinct4
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size12.8 KiB
AJ렌터카
589 
푸른솔관광(주)
461 
KT렌터카
351 
동부익스프레스
227 

Length

Max length8
Median length5
Mean length6.1283784
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
AJ렌터카 589
36.2%
푸른솔관광(주) 461
28.3%
KT렌터카 351
21.6%
동부익스프레스 227
 
13.9%

Length

2023-12-13T09:24:39.678183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:24:39.762195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
aj렌터카 589
36.2%
푸른솔관광(주 461
28.3%
kt렌터카 351
21.6%
동부익스프레스 227
 
13.9%

Sample

년월차량유형영업장코드차종인천가격단위대수인천가격단위단가인천가격단위금액김포가격단위대수김포가격단위단가김포가격단위금액인천발송대수인천발송단가인천발송금액김포발송대수김포발송단가김포발송금액시내발송대수시내발송단가시내발송금액거래처번호거래처명
02009-11-01수시차량CX벤츠113500013500000021280002560000000001027KT렌터카
12009-11-01수시차량CX(구)에쿠스 리무진1413500018900002980001960001112800014080006870005220000001027KT렌터카
22009-11-01수시차량CX(구)에쿠스 세단2712800034560001088000880000301220003660000227700016940000001027KT렌터카
32009-11-01수시차량CX리무진버스(45인승)0000000000001001027KT렌터카
42009-11-01수시차량HT(구)에쿠스 리무진1013000013000000001112300013530007790005530000001027KT렌터카
52009-11-01수시차량HT(구)에쿠스 세단15123000184500018000080000161170001872000156900010350000001027KT렌터카
62009-11-01수시차량HT리무진버스(45인승)0000000000001001027KT렌터카
72010-01-01수시차량CX벤츠11350001350000980000012800002870001740000001027KT렌터카
82010-01-01수시차량CX(구)에쿠스 리무진3513500047250007980006860002512800032000009870007830000001027KT렌터카
92010-01-01수시차량CX(구)에쿠스 세단391280004992000888000704000661220008052000167700012320000001027KT렌터카
년월차량유형영업장코드차종인천가격단위대수인천가격단위단가인천가격단위금액김포가격단위대수김포가격단위단가김포가격단위금액인천발송대수인천발송단가인천발송금액김포발송대수김포발송단가김포발송금액시내발송대수시내발송단가시내발송금액거래처번호거래처명
16182023-06-01수시차량CXEQ900 세단117900017900021450002900001179000179000214500029000031200003600001825푸른솔관광(주)
16192023-06-01수시차량CXG90 리무진22150004300001175000175000221500043000061750001050000015000001825푸른솔관광(주)
16202023-06-01수시차량CXG90 세단1218900022680005145000725000318900056700011450001450001212000014400001825푸른솔관광(주)
16212023-06-01수시차량CX리무진버스(28인승)03800000034000000380000013400003400000001825푸른솔관광(주)
16222023-06-01수시차량CX스타리아 라운지12000002000001155000155000220000040000011550001550000001825푸른솔관광(주)
16232023-06-01수시차량HTEQ900 세단2175000350000213500027000001750000213500027000031200003600001825푸른솔관광(주)
16242023-06-01수시차량HTG90 리무진220500041000051550007750000205000001550000015000001825푸른솔관광(주)
16252023-06-01수시차량HTG90 세단12185000222000071350009450004185000740000613500081000071200008400001825푸른솔관광(주)
16262023-06-01수시차량HT쏠라티22950005900000260000002950000026000000001825푸른솔관광(주)
16272023-06-01수시차량HT스타리아 라운지1190000190000014500002190000380000014500000001825푸른솔관광(주)

Duplicate rows

Most frequently occurring

년월차량유형영업장코드차종인천가격단위대수인천가격단위단가인천가격단위금액김포가격단위대수김포가격단위단가김포가격단위금액인천발송대수인천발송단가인천발송금액김포발송대수김포발송단가김포발송금액시내발송대수시내발송단가시내발송금액거래처번호거래처명# duplicates
282020-01-01수시차량CX(구)에쿠스 세단0000000000000001825푸른솔관광(주)6
292020-01-01수시차량CXBMW0000000000000001825푸른솔관광(주)6
302020-01-01수시차량CXEQ900 리무진0165000001350000016500000135000007000001825푸른솔관광(주)6
312020-01-01수시차량CXEQ900 세단0150000001200000015000000120000007000001825푸른솔관광(주)6
322020-01-01수시차량CXG90 리무진0159000001200000015900000120000007000001825푸른솔관광(주)6
332020-01-01수시차량CXG90 세단0159000001200000015900000120000007000001825푸른솔관광(주)6
342020-01-01수시차량CX스피린터02800000023000000280000002300000010500001825푸른솔관광(주)6
352020-01-01수시차량CX쏠라티0260000002100000026000000210000009900001825푸른솔관광(주)6
362020-01-01수시차량CX에쿠스 세단0135000001020000013500000102000005400001825푸른솔관광(주)6
372020-01-01수시차량CX체비밴0000000000000001825푸른솔관광(주)6