Overview

Dataset statistics

Number of variables4
Number of observations35
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.3 KiB
Average record size in memory37.8 B

Variable types

Categorical2
Numeric2

Dataset

Description행정중심복합도시건설청에서 제공하는 자료로 행복도시 내 행복도시 특화 현황에 관한 사항으로 단독주택, 공동시설, 상업시설 등에 관한 데이터를 제공합니다.
URLhttps://www.data.go.kr/data/15106659/fileData.do

Alerts

면적 has 7 (20.0%) zerosZeros

Reproduction

Analysis started2023-12-12 06:31:59.719989
Analysis finished2023-12-12 06:32:00.414557
Duration0.69 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설구분
Categorical

Distinct3
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Memory size412.0 B
상업시설
15 
단독주택
13 
공동주택
7 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
상업시설 15
42.9%
단독주택 13
37.1%
공동주택 7
20.0%

Length

2023-12-12T15:32:00.491482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T15:32:00.610800image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
상업시설 15
42.9%
단독주택 13
37.1%
공동주택 7
20.0%

생활권_위치
Categorical

Distinct14
Distinct (%)40.0%
Missing0
Missing (%)0.0%
Memory size412.0 B
1-1생활권
5 
4-1생활권
4 
6-4생활권
4 
2-4생활권
4 
3-3생활권
4 
Other values (9)
14 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique5 ?
Unique (%)14.3%

Sample

1st row1-4생활권
2nd row1-4생활권
3rd row1-1생활권
4th row1-1생활권
5th row1-1생활권

Common Values

ValueCountFrequency (%)
1-1생활권 5
14.3%
4-1생활권 4
11.4%
6-4생활권 4
11.4%
2-4생활권 4
11.4%
3-3생활권 4
11.4%
2-1생활권 3
8.6%
1-4생활권 2
 
5.7%
2-2생활권 2
 
5.7%
6-3생활권 2
 
5.7%
1-5생활권 1
 
2.9%
Other values (4) 4
11.4%

Length

2023-12-12T15:32:00.717202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1-1생활권 5
14.3%
4-1생활권 4
11.4%
6-4생활권 4
11.4%
2-4생활권 4
11.4%
3-3생활권 4
11.4%
2-1생활권 3
8.6%
1-4생활권 2
 
5.7%
2-2생활권 2
 
5.7%
6-3생활권 2
 
5.7%
1-5생활권 1
 
2.9%
Other values (4) 4
11.4%

면적
Real number (ℝ)

ZEROS 

Distinct25
Distinct (%)71.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30371.429
Minimum0
Maximum221000
Zeros7
Zeros (%)20.0%
Negative0
Negative (%)0.0%
Memory size447.0 B
2023-12-12T15:32:00.832957image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q17500
median18000
Q342000
95-th percentile80700
Maximum221000
Range221000
Interquartile range (IQR)34500

Descriptive statistics

Standard deviation40552.135
Coefficient of variation (CV)1.3352067
Kurtosis14.241234
Mean30371.429
Median Absolute Deviation (MAD)18000
Skewness3.313012
Sum1063000
Variance1.6444756 × 109
MonotonicityNot monotonic
2023-12-12T15:32:00.943808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
0 7
20.0%
13000 2
 
5.7%
6000 2
 
5.7%
19000 2
 
5.7%
17000 2
 
5.7%
46000 1
 
2.9%
36000 1
 
2.9%
50000 1
 
2.9%
22000 1
 
2.9%
15000 1
 
2.9%
Other values (15) 15
42.9%
ValueCountFrequency (%)
0 7
20.0%
6000 2
 
5.7%
9000 1
 
2.9%
11000 1
 
2.9%
13000 2
 
5.7%
15000 1
 
2.9%
16000 1
 
2.9%
17000 2
 
5.7%
18000 1
 
2.9%
19000 2
 
5.7%
ValueCountFrequency (%)
221000 1
2.9%
94000 1
2.9%
75000 1
2.9%
65000 1
2.9%
54000 1
2.9%
51000 1
2.9%
50000 1
2.9%
46000 1
2.9%
43000 1
2.9%
41000 1
2.9%

마스터플랜수립
Real number (ℝ)

Distinct8
Distinct (%)22.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016.0286
Minimum2013
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size447.0 B
2023-12-12T15:32:01.039503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2013
5-th percentile2014
Q12014.5
median2016
Q32017
95-th percentile2019
Maximum2020
Range7
Interquartile range (IQR)2.5

Descriptive statistics

Standard deviation1.9171933
Coefficient of variation (CV)0.00095097528
Kurtosis-0.78595743
Mean2016.0286
Median Absolute Deviation (MAD)1
Skewness0.56788616
Sum70561
Variance3.6756303
MonotonicityNot monotonic
2023-12-12T15:32:01.138552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
2014 8
22.9%
2016 8
22.9%
2015 7
20.0%
2019 6
17.1%
2017 3
 
8.6%
2018 1
 
2.9%
2013 1
 
2.9%
2020 1
 
2.9%
ValueCountFrequency (%)
2013 1
 
2.9%
2014 8
22.9%
2015 7
20.0%
2016 8
22.9%
2017 3
 
8.6%
2018 1
 
2.9%
2019 6
17.1%
2020 1
 
2.9%
ValueCountFrequency (%)
2020 1
 
2.9%
2019 6
17.1%
2018 1
 
2.9%
2017 3
 
8.6%
2016 8
22.9%
2015 7
20.0%
2014 8
22.9%
2013 1
 
2.9%

Interactions

2023-12-12T15:32:00.040072image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:31:59.862550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:32:00.140205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:31:59.939314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T15:32:01.221507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설구분생활권_위치면적마스터플랜수립
시설구분1.0000.5380.5160.495
생활권_위치0.5381.0000.0000.932
면적0.5160.0001.0000.435
마스터플랜수립0.4950.9320.4351.000
2023-12-12T15:32:01.325469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
생활권_위치시설구분
생활권_위치1.0000.270
시설구분0.2701.000
2023-12-12T15:32:01.422055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
면적마스터플랜수립시설구분생활권_위치
면적1.0000.2600.2270.000
마스터플랜수립0.2601.0000.3910.446
시설구분0.2270.3911.0000.270
생활권_위치0.0000.4460.2701.000

Missing values

2023-12-12T15:32:00.274672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T15:32:00.378929image/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

시설구분생활권_위치면적마스터플랜수립
0단독주택1-4생활권270002014
1단독주택1-4생활권170002014
2단독주택1-1생활권160002015
3단독주택1-1생활권180002016
4단독주택1-1생활권130002017
5단독주택4-1생활권750002017
6단독주택1-1생활권2210002017
7단독주택2-2생활권90002018
8단독주택6-4생활권340002019
9단독주택6-4생활권410002019
시설구분생활권_위치면적마스터플랜수립
25상업시설3-3생활권190002014
26상업시설1-1생활권130002015
27상업시설1-2생활권60002015
28상업시설3-2생활권60002015
29상업시설3-3생활권250002015
30상업시설3-3생활권150002016
31상업시설3-3생활권220002016
32상업시설4-1생활권170002016
33상업시설2-4생활권500002016
34상업시설4-2생활권360002020