Overview

Dataset statistics

Number of variables7
Number of observations1058
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory60.1 KiB
Average record size in memory58.1 B

Variable types

Numeric2
Text2
Categorical2
DateTime1

Dataset

Description2022년도 충청남도 금산군 농지전용 허가 데이터 소재지, 공부지목, 전용면적, 전용목적, 협의구분 데이터에 대한 자료 공개
URLhttps://www.data.go.kr/data/15117731/fileData.do

Alerts

데이터기준일 has constant value ""Constant
협의구분 is highly imbalanced (51.4%)Imbalance
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 00:56:26.746179
Analysis finished2023-12-12 00:56:27.934597
Duration1.19 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct1058
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean529.5
Minimum1
Maximum1058
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size9.4 KiB
2023-12-12T09:56:28.034933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile53.85
Q1265.25
median529.5
Q3793.75
95-th percentile1005.15
Maximum1058
Range1057
Interquartile range (IQR)528.5

Descriptive statistics

Standard deviation305.5626
Coefficient of variation (CV)0.57707761
Kurtosis-1.2
Mean529.5
Median Absolute Deviation (MAD)264.5
Skewness0
Sum560211
Variance93368.5
MonotonicityStrictly increasing
2023-12-12T09:56:28.184469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
712 1
 
0.1%
698 1
 
0.1%
699 1
 
0.1%
700 1
 
0.1%
701 1
 
0.1%
702 1
 
0.1%
703 1
 
0.1%
704 1
 
0.1%
705 1
 
0.1%
Other values (1048) 1048
99.1%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1058 1
0.1%
1057 1
0.1%
1056 1
0.1%
1055 1
0.1%
1054 1
0.1%
1053 1
0.1%
1052 1
0.1%
1051 1
0.1%
1050 1
0.1%
1049 1
0.1%

소재지
Text

Distinct100
Distinct (%)9.5%
Missing0
Missing (%)0.0%
Memory size8.4 KiB
2023-12-12T09:56:28.469994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length17
Mean length16.996219
Min length16

Characters and Unicode

Total characters17982
Distinct characters109
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7 ?
Unique (%)0.7%

Sample

1st row충청남도 금산군 진산면 엄정리
2nd row충청남도 금산군 제원면 명암리
3rd row충청남도 금산군 제원면 구억리
4th row충청남도 금산군 금성면 의총리
5th row충청남도 금산군 진산면 지방리
ValueCountFrequency (%)
충청남도 1058
25.0%
금산군 1058
25.0%
부리면 186
 
4.4%
금성면 146
 
3.4%
진산면 122
 
2.9%
금산읍 121
 
2.9%
추부면 109
 
2.6%
제원면 99
 
2.3%
복수면 90
 
2.1%
군북면 78
 
1.8%
Other values (101) 1165
27.5%
2023-12-12T09:56:28.919569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4232
23.5%
금 1337
 
7.4%
산 1319
 
7.3%
리 1244
 
6.9%
남 1168
 
6.5%
군 1136
 
6.3%
도 1109
 
6.2%
충 1058
 
5.9%
청 1058
 
5.9%
면 937
 
5.2%
Other values (99) 3384
18.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 13750
76.5%
Space Separator 4232
 
23.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
금 1337
9.7%
산 1319
9.6%
리 1244
9.0%
남 1168
 
8.5%
군 1136
 
8.3%
도 1109
 
8.1%
충 1058
 
7.7%
청 1058
 
7.7%
면 937
 
6.8%
부 307
 
2.2%
Other values (98) 3077
22.4%
Space Separator
ValueCountFrequency (%)
4232
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 13750
76.5%
Common 4232
 
23.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
금 1337
9.7%
산 1319
9.6%
리 1244
9.0%
남 1168
 
8.5%
군 1136
 
8.3%
도 1109
 
8.1%
충 1058
 
7.7%
청 1058
 
7.7%
면 937
 
6.8%
부 307
 
2.2%
Other values (98) 3077
22.4%
Common
ValueCountFrequency (%)
4232
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 13750
76.5%
ASCII 4232
 
23.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4232
100.0%
Hangul
ValueCountFrequency (%)
금 1337
9.7%
산 1319
9.6%
리 1244
9.0%
남 1168
 
8.5%
군 1136
 
8.3%
도 1109
 
8.1%
충 1058
 
7.7%
청 1058
 
7.7%
면 937
 
6.8%
부 307
 
2.2%
Other values (98) 3077
22.4%

공부지목
Categorical

Distinct5
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size8.4 KiB
전
536 
답
481 
과수원
 
37
구거
 
3
잡종지
 
1

Length

Max length3
Median length1
Mean length1.0746692
Min length1

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row답
2nd row답
3rd row답
4th row답
5th row전

Common Values

ValueCountFrequency (%)
전 536
50.7%
답 481
45.5%
과수원 37
 
3.5%
구거 3
 
0.3%
잡종지 1
 
0.1%

Length

2023-12-12T09:56:29.063682image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T09:56:29.200004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전 536
50.7%
답 481
45.5%
과수원 37
 
3.5%
구거 3
 
0.3%
잡종지 1
 
0.1%

전용면적(제곱미터)
Real number (ℝ)

Distinct666
Distinct (%)62.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1494.4196
Minimum5
Maximum21190
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size9.4 KiB
2023-12-12T09:56:29.345663image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile102.25
Q1489.5
median1078.45
Q31989.75
95-th percentile4304.95
Maximum21190
Range21185
Interquartile range (IQR)1500.25

Descriptive statistics

Standard deviation1664.49
Coefficient of variation (CV)1.1138037
Kurtosis36.07405
Mean1494.4196
Median Absolute Deviation (MAD)711.45
Skewness4.4784616
Sum1581095.9
Variance2770527.1
MonotonicityNot monotonic
2023-12-12T09:56:29.503926image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
621.0 8
 
0.8%
3221.0 7
 
0.7%
1417.0 7
 
0.7%
2367.0 7
 
0.7%
684.0 6
 
0.6%
1560.4 6
 
0.6%
5901.0 6
 
0.6%
2013.0 6
 
0.6%
1388.0 6
 
0.6%
2238.0 6
 
0.6%
Other values (656) 993
93.9%
ValueCountFrequency (%)
5.0 1
 
0.1%
6.0 1
 
0.1%
9.0 2
0.2%
10.0 3
0.3%
12.0 1
 
0.1%
13.0 3
0.3%
17.0 1
 
0.1%
21.0 1
 
0.1%
24.0 1
 
0.1%
26.0 1
 
0.1%
ValueCountFrequency (%)
21190.0 1
 
0.1%
16033.0 3
0.3%
9699.0 2
0.2%
8394.0 1
 
0.1%
8231.0 1
 
0.1%
7844.0 3
0.3%
7714.0 1
 
0.1%
7008.0 1
 
0.1%
6602.0 1
 
0.1%
6448.0 1
 
0.1%

전용목적
Text

Distinct186
Distinct (%)17.6%
Missing0
Missing (%)0.0%
Memory size8.4 KiB
2023-12-12T09:56:29.785141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length38
Median length36
Mean length17.216446
Min length4

Characters and Unicode

Total characters18215
Distinct characters223
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique82 ?
Unique (%)7.8%

Sample

1st row민간기타 (제1종 근린생활시설(소매점))
2nd row주거시설 (단독주택 및 부속창고)
3rd row민간기타 (제2종 근린생활시설[제조업소-기타 구조용 금속제품제조업)
4th row공공기타 (공공기타[제1종근린생활시설(농업기술센터)])
5th row민간기타 (제1종 근린생활시설(체육도장))
ValueCountFrequency (%)
민간기타 597
21.3%
주거시설 287
 
10.3%
태양광발전시설 268
 
9.6%
단독주택 229
 
8.2%
및 137
 
4.9%
진출입로 84
 
3.0%
공장시설 80
 
2.9%
공공기타 68
 
2.4%
부지조성 42
 
1.5%
공동주택(아파트 41
 
1.5%
Other values (252) 966
34.5%
2023-12-12T09:56:30.261242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1741
 
9.6%
( 1375
 
7.5%
) 1358
 
7.5%
설 914
 
5.0%
시 895
 
4.9%
기 706
 
3.9%
타 682
 
3.7%
주 626
 
3.4%
간 602
 
3.3%
민 597
 
3.3%
Other values (213) 8719
47.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 13224
72.6%
Space Separator 1741
 
9.6%
Open Punctuation 1400
 
7.7%
Close Punctuation 1378
 
7.6%
Decimal Number 383
 
2.1%
Other Punctuation 53
 
0.3%
Dash Punctuation 36
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
설 914
 
6.9%
시 895
 
6.8%
기 706
 
5.3%
타 682
 
5.2%
주 626
 
4.7%
간 602
 
4.6%
민 597
 
4.5%
공 456
 
3.4%
택 312
 
2.4%
전 305
 
2.3%
Other values (191) 7129
53.9%
Decimal Number
ValueCountFrequency (%)
2 144
37.6%
1 118
30.8%
3 27
 
7.0%
0 24
 
6.3%
6 22
 
5.7%
5 17
 
4.4%
9 16
 
4.2%
7 8
 
2.1%
8 5
 
1.3%
4 2
 
0.5%
Open Punctuation
ValueCountFrequency (%)
( 1375
98.2%
[ 23
 
1.6%
［ 1
 
0.1%
【 1
 
0.1%
Close Punctuation
ValueCountFrequency (%)
) 1358
98.5%
] 19
 
1.4%
］ 1
 
0.1%
Other Punctuation
ValueCountFrequency (%)
, 50
94.3%
: 2
 
3.8%
· 1
 
1.9%
Space Separator
ValueCountFrequency (%)
1741
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 36
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 13224
72.6%
Common 4991
 
27.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
설 914
 
6.9%
시 895
 
6.8%
기 706
 
5.3%
타 682
 
5.2%
주 626
 
4.7%
간 602
 
4.6%
민 597
 
4.5%
공 456
 
3.4%
택 312
 
2.4%
전 305
 
2.3%
Other values (191) 7129
53.9%
Common
ValueCountFrequency (%)
1741
34.9%
( 1375
27.5%
) 1358
27.2%
2 144
 
2.9%
1 118
 
2.4%
, 50
 
1.0%
- 36
 
0.7%
3 27
 
0.5%
0 24
 
0.5%
[ 23
 
0.5%
Other values (12) 95
 
1.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 13224
72.6%
ASCII 4987
 
27.4%
None 4
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1741
34.9%
( 1375
27.6%
) 1358
27.2%
2 144
 
2.9%
1 118
 
2.4%
, 50
 
1.0%
- 36
 
0.7%
3 27
 
0.5%
0 24
 
0.5%
[ 23
 
0.5%
Other values (8) 91
 
1.8%
Hangul
ValueCountFrequency (%)
설 914
 
6.9%
시 895
 
6.8%
기 706
 
5.3%
타 682
 
5.2%
주 626
 
4.7%
간 602
 
4.6%
민 597
 
4.5%
공 456
 
3.4%
택 312
 
2.4%
전 305
 
2.3%
Other values (191) 7129
53.9%
None
ValueCountFrequency (%)
］ 1
25.0%
［ 1
25.0%
【 1
25.0%
· 1
25.0%

협의구분
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size8.4 KiB
농촌-농지전용협의_신규
733 
농촌-농지전용협의_변경
231 
농촌-농지전용허가_신규
 
56
농촌-농지전용허가_변경
 
36
농촌-용도변경승인_신규
 
1

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row농촌-농지전용협의_신규
2nd row농촌-농지전용협의_신규
3rd row농촌-농지전용협의_신규
4th row농촌-농지전용협의_신규
5th row농촌-농지전용협의_신규

Common Values

ValueCountFrequency (%)
농촌-농지전용협의_신규 733
69.3%
농촌-농지전용협의_변경 231
 
21.8%
농촌-농지전용허가_신규 56
 
5.3%
농촌-농지전용허가_변경 36
 
3.4%
농촌-용도변경승인_신규 1
 
0.1%
농촌-농지전용신고_신규 1
 
0.1%

Length

2023-12-12T09:56:30.403044image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T09:56:30.544420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
농촌-농지전용협의_신규 733
69.3%
농촌-농지전용협의_변경 231
 
21.8%
농촌-농지전용허가_신규 56
 
5.3%
농촌-농지전용허가_변경 36
 
3.4%
농촌-용도변경승인_신규 1
 
0.1%
농촌-농지전용신고_신규 1
 
0.1%

데이터기준일
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.4 KiB
Minimum2023-08-03 00:00:00
Maximum2023-08-03 00:00:00
2023-12-12T09:56:30.666409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T09:56:30.752682image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T09:56:27.416906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T09:56:27.216130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T09:56:27.527658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T09:56:27.311205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T09:56:30.838200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번소재지공부지목전용면적(제곱미터)협의구분
연번1.0000.8610.3340.0940.546
소재지0.8611.0000.7720.7480.757
공부지목0.3340.7721.0000.0860.123
전용면적(제곱미터)0.0940.7480.0861.0000.000
협의구분0.5460.7570.1230.0001.000
2023-12-12T09:56:30.946389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
협의구분공부지목
협의구분1.0000.083
공부지목0.0831.000
2023-12-12T09:56:31.026495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번전용면적(제곱미터)공부지목협의구분
연번1.000-0.0520.1450.325
전용면적(제곱미터)-0.0521.0000.0550.000
공부지목0.1450.0551.0000.083
협의구분0.3250.0000.0831.000

Missing values

2023-12-12T09:56:27.695792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T09:56:27.877672image/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

연번소재지공부지목전용면적(제곱미터)전용목적협의구분데이터기준일
01충청남도 금산군 진산면 엄정리답744.0민간기타 (제1종 근린생활시설(소매점))농촌-농지전용협의_신규2023-08-03
12충청남도 금산군 제원면 명암리답1401.0주거시설 (단독주택 및 부속창고)농촌-농지전용협의_신규2023-08-03
23충청남도 금산군 제원면 구억리답1607.0민간기타 (제2종 근린생활시설[제조업소-기타 구조용 금속제품제조업)농촌-농지전용협의_신규2023-08-03
34충청남도 금산군 금성면 의총리답506.0공공기타 (공공기타[제1종근린생활시설(농업기술센터)])농촌-농지전용협의_신규2023-08-03
45충청남도 금산군 진산면 지방리전1702.0민간기타 (제1종 근린생활시설(체육도장))농촌-농지전용협의_신규2023-08-03
56충청남도 금산군 진산면 지방리전6602.0민간기타 (제1종 근린생활시설(체육도장))농촌-농지전용협의_신규2023-08-03
67충청남도 금산군 부리면 수통리과수원1226.0민간기타 (제1종 근린생활시설(소매점) 및 진출입로)농촌-농지전용협의_신규2023-08-03
78충청남도 금산군 진산면 엄정리전1807.0민간기타 (제2종 근린생활시설(사무소))농촌-농지전용협의_신규2023-08-03
89충청남도 금산군 추부면 신평리전287.0공장시설 (공장 진출입로)농촌-농지전용협의_신규2023-08-03
910충청남도 금산군 복수면 목소리전506.0주거시설 (단독주택 및 진출입로)농촌-농지전용협의_신규2023-08-03
연번소재지공부지목전용면적(제곱미터)전용목적협의구분데이터기준일
10481049충청남도 금산군 남이면 대양리전865.0주거시설 (단독주택)농촌-농지전용협의_변경2023-08-03
10491050충청남도 금산군 남이면 대양리전8231.0주거시설 (단독주택)농촌-농지전용협의_변경2023-08-03
10501051충청남도 금산군 추부면 성당리전616.0주거시설 (단독주택)농촌-농지전용협의_변경2023-08-03
10511052충청남도 금산군 부리면 어재리전543.2주거시설 (단독주택)농촌-농지전용허가_변경2023-08-03
10521053충청남도 금산군 군북면 두두리답52.0기타시설 (단독주택(양성화))농촌-농지전용신고_신규2023-08-03
10531054충청남도 금산군 부리면 어재리전216.8주거시설 (단독주택)농촌-농지전용허가_변경2023-08-03
10541055충청남도 금산군 금성면 마수리전5150.0민간기타 (제2종근린생활시설(사무소))농촌-농지전용협의_신규2023-08-03
10551056충청남도 금산군 금성면 파초리답1181.0공공기타 (마을회관)농촌-농지전용협의_신규2023-08-03
10561057충청남도 금산군 남일면 신정리답1415.7공공기타 (공공기타(하수종말처리시설))농촌-농지전용협의_신규2023-08-03
10571058충청남도 금산군 제원면 천내리답947.0공공기타 (공공기타(하수종말처리시설))농촌-농지전용협의_신규2023-08-03