Overview

Dataset statistics

Number of variables6
Number of observations30
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.6 KiB
Average record size in memory54.4 B

Variable types

Numeric2
Categorical3
DateTime1

Dataset

Description샘플 데이터
Author국토부
URLhttps://bigdata.seoul.go.kr/data/selectSampleData.do?sample_data_seq=68

Alerts

건수(cnt) has 15 (50.0%) zerosZeros

Reproduction

Analysis started2024-01-14 06:51:05.166383
Analysis finished2024-01-14 06:51:07.504968
Duration2.34 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년월(regist_ym)
Real number (ℝ)

Distinct23
Distinct (%)76.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean201803.2
Minimum201603
Maximum202101
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2024-01-14T15:51:07.562367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum201603
5-th percentile201604.45
Q1201633.5
median201805.5
Q3201911.75
95-th percentile202011
Maximum202101
Range498
Interquartile range (IQR)278.25

Descriptive statistics

Standard deviation160.24128
Coefficient of variation (CV)0.00079404729
Kurtosis-1.3510559
Mean201803.2
Median Absolute Deviation (MAD)150.5
Skewness0.1556936
Sum6054096
Variance25677.269
MonotonicityNot monotonic
2024-01-14T15:51:07.678170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
201611 3
 
10.0%
201605 2
 
6.7%
201701 2
 
6.7%
201803 2
 
6.7%
201902 2
 
6.7%
202011 2
 
6.7%
201708 1
 
3.3%
202006 1
 
3.3%
201912 1
 
3.3%
202003 1
 
3.3%
Other values (13) 13
43.3%
ValueCountFrequency (%)
201603 1
 
3.3%
201604 1
 
3.3%
201605 2
6.7%
201609 1
 
3.3%
201611 3
10.0%
201701 2
6.7%
201706 1
 
3.3%
201708 1
 
3.3%
201711 1
 
3.3%
201803 2
6.7%
ValueCountFrequency (%)
202101 1
3.3%
202011 2
6.7%
202006 1
3.3%
202004 1
3.3%
202003 1
3.3%
202001 1
3.3%
201912 1
3.3%
201911 1
3.3%
201909 1
3.3%
201902 2
6.7%

연료명(fuel_knd_nm)
Categorical

Distinct13
Distinct (%)43.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
하이브리드(LNG+전기)
4 
하이브리드(휘발유+전기)
3 
경유
3 
하이브리드(LPG+전기)
3 
태양열
3 
Other values (8)
14 

Length

Max length13
Median length4
Mean length6.8666667
Min length2

Unique

Unique3 ?
Unique (%)10.0%

Sample

1st row하이브리드(휘발유+전기)
2nd row경유
3rd row알코올
4th row알코올
5th row하이브리드(LNG+전기)

Common Values

ValueCountFrequency (%)
하이브리드(LNG+전기) 4
13.3%
하이브리드(휘발유+전기) 3
10.0%
경유 3
10.0%
하이브리드(LPG+전기) 3
10.0%
태양열 3
10.0%
CNG 3
10.0%
알코올 2
6.7%
하이브리드(CNG+전기) 2
6.7%
LNG 2
6.7%
엘피지 2
6.7%
Other values (3) 3
10.0%

Length

2024-01-14T15:51:07.790045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
하이브리드(lng+전기 4
13.3%
하이브리드(휘발유+전기 3
10.0%
경유 3
10.0%
하이브리드(lpg+전기 3
10.0%
태양열 3
10.0%
cng 3
10.0%
알코올 2
6.7%
하이브리드(cng+전기 2
6.7%
lng 2
6.7%
엘피지 2
6.7%
Other values (3) 3
10.0%

종명(vhcle_knd_ty)
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
승합
11 
화물
10 
특수
6 
승용
3 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
승합 11
36.7%
화물 10
33.3%
특수 6
20.0%
승용 3
 
10.0%

Length

2024-01-14T15:51:07.907336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-14T15:51:08.090507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
승합 11
36.7%
화물 10
33.3%
특수 6
20.0%
승용 3
 
10.0%

용도명(vhcle_prpos_se)
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
비사업용
17 
사업용
13 

Length

Max length4
Median length4
Mean length3.5666667
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row비사업용
2nd row비사업용
3rd row비사업용
4th row사업용
5th row비사업용

Common Values

ValueCountFrequency (%)
비사업용 17
56.7%
사업용 13
43.3%

Length

2024-01-14T15:51:08.292515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-14T15:51:08.420574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
비사업용 17
56.7%
사업용 13
43.3%

건수(cnt)
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)43.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6006.9667
Minimum0
Maximum48431
Zeros15
Zeros (%)50.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2024-01-14T15:51:08.511011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.5
Q340.5
95-th percentile48236.5
Maximum48431
Range48431
Interquartile range (IQR)40.5

Descriptive statistics

Standard deviation15052.43
Coefficient of variation (CV)2.5058288
Kurtosis4.7082204
Mean6006.9667
Median Absolute Deviation (MAD)0.5
Skewness2.4663815
Sum180209
Variance2.2657565 × 108
MonotonicityNot monotonic
2024-01-14T15:51:08.606018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 15
50.0%
2 3
 
10.0%
1 2
 
6.7%
51 1
 
3.3%
4 1
 
3.3%
125 1
 
3.3%
48259 1
 
3.3%
24106 1
 
3.3%
9 1
 
3.3%
2963 1
 
3.3%
Other values (3) 3
 
10.0%
ValueCountFrequency (%)
0 15
50.0%
1 2
 
6.7%
2 3
 
10.0%
4 1
 
3.3%
9 1
 
3.3%
51 1
 
3.3%
125 1
 
3.3%
2963 1
 
3.3%
8044 1
 
3.3%
24106 1
 
3.3%
ValueCountFrequency (%)
48431 1
3.3%
48259 1
3.3%
48209 1
3.3%
24106 1
3.3%
8044 1
3.3%
2963 1
3.3%
125 1
3.3%
51 1
3.3%
9 1
3.3%
4 1
3.3%

적재일시(ldadng_dt)
Date

Distinct17
Distinct (%)56.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2017-11-21 16:24:43
Maximum2021-05-14 09:21:39
2024-01-14T15:51:08.706231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-14T15:51:08.801249image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)

Interactions

2024-01-14T15:51:07.144083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-14T15:51:06.703401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-14T15:51:07.236079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-14T15:51:06.885781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-14T15:51:08.881810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년월(regist_ym)연료명(fuel_knd_nm)종명(vhcle_knd_ty)용도명(vhcle_prpos_se)건수(cnt)적재일시(ldadng_dt)
년월(regist_ym)1.0000.6620.7280.0000.0000.625
연료명(fuel_knd_nm)0.6621.0000.0000.0000.0000.716
종명(vhcle_knd_ty)0.7280.0001.0000.4920.0000.753
용도명(vhcle_prpos_se)0.0000.0000.4921.0000.0000.000
건수(cnt)0.0000.0000.0000.0001.0000.000
적재일시(ldadng_dt)0.6250.7160.7530.0000.0001.000
2024-01-14T15:51:09.006392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
용도명(vhcle_prpos_se)종명(vhcle_knd_ty)연료명(fuel_knd_nm)
용도명(vhcle_prpos_se)1.0000.3160.000
종명(vhcle_knd_ty)0.3161.0000.000
연료명(fuel_knd_nm)0.0000.0001.000
2024-01-14T15:51:09.120496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년월(regist_ym)건수(cnt)연료명(fuel_knd_nm)종명(vhcle_knd_ty)용도명(vhcle_prpos_se)
년월(regist_ym)1.000-0.1350.2550.3390.131
건수(cnt)-0.1351.0000.0000.0000.000
연료명(fuel_knd_nm)0.2550.0001.0000.0000.000
종명(vhcle_knd_ty)0.3390.0000.0001.0000.316
용도명(vhcle_prpos_se)0.1310.0000.0000.3161.000

Missing values

2024-01-14T15:51:07.346310image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-14T15:51:07.458362image/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

년월(regist_ym)연료명(fuel_knd_nm)종명(vhcle_knd_ty)용도명(vhcle_prpos_se)건수(cnt)적재일시(ldadng_dt)
0201708하이브리드(휘발유+전기)화물비사업용512017-11-21 16:24:43
1201902경유승합비사업용22017-11-21 16:24:43
2202001알코올승용비사업용22021-05-14 09:21:39
3201808알코올승합사업용12020-11-30 17:44:39
4201611하이브리드(LNG+전기)특수비사업용02020-11-30 17:45:49
5201706하이브리드(휘발유+전기)화물사업용02017-11-21 16:24:43
6201604하이브리드(LPG+전기)승합사업용42018-10-16 13:50:07
7201605하이브리드(LNG+전기)승용사업용02018-12-03 09:44:39
8201701수소화물비사업용02017-11-29 17:21:57
9201803태양열화물비사업용02018-07-25 13:09:37
년월(regist_ym)연료명(fuel_knd_nm)종명(vhcle_knd_ty)용도명(vhcle_prpos_se)건수(cnt)적재일시(ldadng_dt)
20201909하이브리드(LPG+전기)특수비사업용12020-11-30 17:40:25
21202004태양열특수비사업용02018-12-03 09:44:39
22201811엘피지화물비사업용29632019-04-10 14:10:06
23201911하이브리드(휘발유+전기)승합사업용02019-11-21 10:15:22
24201605하이브리드(LPG+전기)특수비사업용484312019-03-08 18:13:54
25201611등유화물사업용22018-07-25 13:09:37
26201803엘피지화물비사업용80442017-11-21 16:24:43
27202101CNG승합비사업용02017-11-21 16:24:43
28202003경유승용사업용02020-11-30 17:46:27
29201912태양열승합사업용482092018-07-25 13:09:37