Overview

Dataset statistics

Number of variables4
Number of observations352
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.8 KiB
Average record size in memory34.4 B

Variable types

Numeric2
Categorical2

Dataset

Description부동산 실명제 실시에 따른 충청남도 부동산 실거래법 위반 현황에 대한 데이터로 시군별, 부과, 징수 현황의 항목을 제공합니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=379&beforeMenuCd=DOM_000000201001001000&publicdatapk=15063046

Alerts

부과건수 has 16 (4.5%) zerosZeros

Reproduction

Analysis started2024-01-09 23:21:04.512442
Analysis finished2024-01-09 23:21:05.050629
Duration0.54 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

집계년도
Real number (ℝ)

Distinct25
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2012.4602
Minimum1995
Maximum2021
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.2 KiB
2024-01-10T08:21:05.103272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1995
5-th percentile2003
Q12008
median2013
Q32017
95-th percentile2021
Maximum2021
Range26
Interquartile range (IQR)9

Descriptive statistics

Standard deviation5.8273946
Coefficient of variation (CV)0.002895657
Kurtosis-0.39898909
Mean2012.4602
Median Absolute Deviation (MAD)4
Skewness-0.35267353
Sum708386
Variance33.958528
MonotonicityNot monotonic
2024-01-10T08:21:05.210075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
2021 32
 
9.1%
2020 30
 
8.5%
2012 24
 
6.8%
2010 23
 
6.5%
2013 22
 
6.2%
2008 21
 
6.0%
2015 21
 
6.0%
2016 21
 
6.0%
2014 20
 
5.7%
2009 20
 
5.7%
Other values (15) 118
33.5%
ValueCountFrequency (%)
1995 1
 
0.3%
1997 1
 
0.3%
1998 3
 
0.9%
1999 5
1.4%
2000 4
 
1.1%
2001 1
 
0.3%
2003 7
2.0%
2004 10
2.8%
2005 10
2.8%
2006 10
2.8%
ValueCountFrequency (%)
2021 32
9.1%
2020 30
8.5%
2019 11
 
3.1%
2018 8
 
2.3%
2017 12
 
3.4%
2016 21
6.0%
2015 21
6.0%
2014 20
5.7%
2013 22
6.2%
2012 24
6.8%

시군명
Categorical

Distinct17
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size2.9 KiB
보령시
32 
아산시
30 
당진시
30 
태안군
29 
천안시 서북구
29 
Other values (12)
202 

Length

Max length7
Median length3
Mean length3.6363636
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row천안시 동남구
2nd row천안시 동남구
3rd row천안시 동남구
4th row천안시 동남구
5th row천안시 동남구

Common Values

ValueCountFrequency (%)
보령시 32
 
9.1%
아산시 30
 
8.5%
당진시 30
 
8.5%
태안군 29
 
8.2%
천안시 서북구 29
 
8.2%
천안시 동남구 27
 
7.7%
공주시 27
 
7.7%
논산시 26
 
7.4%
홍성군 21
 
6.0%
서산시 20
 
5.7%
Other values (7) 81
23.0%

Length

2024-01-10T08:21:05.324478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
천안시 58
14.2%
보령시 32
 
7.8%
아산시 30
 
7.4%
당진시 30
 
7.4%
태안군 29
 
7.1%
서북구 29
 
7.1%
동남구 27
 
6.6%
공주시 27
 
6.6%
논산시 26
 
6.4%
홍성군 21
 
5.1%
Other values (7) 99
24.3%

구분
Categorical

Distinct2
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size2.9 KiB
부과
195 
징수
157 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
부과 195
55.4%
징수 157
44.6%

Length

2024-01-10T08:21:05.434496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T08:21:05.521193image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부과 195
55.4%
징수 157
44.6%

부과건수
Real number (ℝ)

ZEROS 

Distinct40
Distinct (%)11.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.1278409
Minimum0
Maximum123
Zeros16
Zeros (%)4.5%
Negative0
Negative (%)0.0%
Memory size3.2 KiB
2024-01-10T08:21:05.609231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q11
median3
Q36
95-th percentile24.45
Maximum123
Range123
Interquartile range (IQR)5

Descriptive statistics

Standard deviation14.977404
Coefficient of variation (CV)2.101254
Kurtosis31.26972
Mean7.1278409
Median Absolute Deviation (MAD)2
Skewness5.1733879
Sum2509
Variance224.32264
MonotonicityNot monotonic
2024-01-10T08:21:05.718876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%)
1 88
25.0%
2 65
18.5%
3 42
11.9%
4 25
 
7.1%
6 16
 
4.5%
0 16
 
4.5%
5 16
 
4.5%
8 13
 
3.7%
7 12
 
3.4%
16 6
 
1.7%
Other values (30) 53
15.1%
ValueCountFrequency (%)
0 16
 
4.5%
1 88
25.0%
2 65
18.5%
3 42
11.9%
4 25
 
7.1%
5 16
 
4.5%
6 16
 
4.5%
7 12
 
3.4%
8 13
 
3.7%
9 2
 
0.6%
ValueCountFrequency (%)
123 1
0.3%
117 1
0.3%
111 1
0.3%
102 1
0.3%
85 1
0.3%
63 1
0.3%
62 1
0.3%
58 1
0.3%
52 1
0.3%
43 1
0.3%

Interactions

2024-01-10T08:21:04.783630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T08:21:04.641031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T08:21:04.857031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T08:21:04.712678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T08:21:05.790871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
집계년도시군명구분부과건수
집계년도1.0000.0980.1270.000
시군명0.0981.0000.0000.337
구분0.1270.0001.0000.007
부과건수0.0000.3370.0071.000
2024-01-10T08:21:05.867317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분시군명
구분1.0000.000
시군명0.0001.000
2024-01-10T08:21:05.948233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
집계년도부과건수시군명구분
집계년도1.0000.1150.0000.107
부과건수0.1151.0000.1390.000
시군명0.0000.1391.0000.000
구분0.1070.0000.0001.000

Missing values

2024-01-10T08:21:04.953030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T08:21:05.022673image/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

집계년도시군명구분부과건수
02004천안시 동남구부과4
12005천안시 동남구부과8
22006천안시 동남구부과2
32008천안시 동남구부과3
42009천안시 동남구부과4
52010천안시 동남구부과3
62011천안시 동남구부과2
72012천안시 동남구부과9
82013천안시 동남구부과7
92014천안시 동남구부과11
집계년도시군명구분부과건수
3422021논산시부과3
3432021계룡시부과0
3442021당진시부과30
3452021금산군부과18
3462021부여군부과13
3472021서천군부과0
3482021청양군부과24
3492021홍성군부과4
3502021예산군부과0
3512021태안군부과2