Overview

Dataset statistics

Number of variables9
Number of observations382
Missing cells71
Missing cells (%)2.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory28.1 KiB
Average record size in memory75.3 B

Variable types

Text3
Categorical3
Numeric3

Dataset

Description관내 우제류 축산 농가 현황에 대한 데이터로 농장명, 축종명, 사육두수, 소재지주소, 위도, 경도 등의 항목을 제공합니다.
URLhttps://www.data.go.kr/data/15062019/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
관리기관명 has constant value ""Constant
축종명 is highly imbalanced (70.5%)Imbalance
소재지도로명주소 has 71 (18.6%) missing valuesMissing
사육두수 has 23 (6.0%) zerosZeros

Reproduction

Analysis started2023-12-12 06:32:54.694857
Analysis finished2023-12-12 06:32:56.545312
Duration1.85 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

농장명
Text

Distinct377
Distinct (%)98.7%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
2023-12-12T15:32:56.815456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length4
Mean length4.3481675
Min length3

Characters and Unicode

Total characters1661
Distinct characters260
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique373 ?
Unique (%)97.6%

Sample

1st row강원목장
2nd row준이목장
3rd row양주불곡산한우목장
4th row창희1농장
5th row선업목장
ValueCountFrequency (%)
목장 6
 
1.5%
농장 4
 
1.0%
상수농장 3
 
0.8%
형제농장 2
 
0.5%
용암농장 2
 
0.5%
비암농장 2
 
0.5%
항아뜰 2
 
0.5%
늘푸른목장 1
 
0.3%
천성1농장 1
 
0.3%
웅원목장 1
 
0.3%
Other values (373) 373
94.0%
2023-12-12T15:32:57.365591image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
장 373
22.5%
목 208
 
12.5%
농 163
 
9.8%
성 26
 
1.6%
2 24
 
1.4%
산 20
 
1.2%
우 17
 
1.0%
한 16
 
1.0%
수 16
 
1.0%
15
 
0.9%
Other values (250) 783
47.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1615
97.2%
Decimal Number 31
 
1.9%
Space Separator 15
 
0.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
장 373
23.1%
목 208
 
12.9%
농 163
 
10.1%
성 26
 
1.6%
산 20
 
1.2%
우 17
 
1.1%
한 16
 
1.0%
수 16
 
1.0%
원 15
 
0.9%
제 14
 
0.9%
Other values (245) 747
46.3%
Decimal Number
ValueCountFrequency (%)
2 24
77.4%
1 4
 
12.9%
3 2
 
6.5%
5 1
 
3.2%
Space Separator
ValueCountFrequency (%)
15
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1615
97.2%
Common 46
 
2.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
장 373
23.1%
목 208
 
12.9%
농 163
 
10.1%
성 26
 
1.6%
산 20
 
1.2%
우 17
 
1.1%
한 16
 
1.0%
수 16
 
1.0%
원 15
 
0.9%
제 14
 
0.9%
Other values (245) 747
46.3%
Common
ValueCountFrequency (%)
2 24
52.2%
15
32.6%
1 4
 
8.7%
3 2
 
4.3%
5 1
 
2.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1615
97.2%
ASCII 46
 
2.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
장 373
23.1%
목 208
 
12.9%
농 163
 
10.1%
성 26
 
1.6%
산 20
 
1.2%
우 17
 
1.1%
한 16
 
1.0%
수 16
 
1.0%
원 15
 
0.9%
제 14
 
0.9%
Other values (245) 747
46.3%
ASCII
ValueCountFrequency (%)
2 24
52.2%
15
32.6%
1 4
 
8.7%
3 2
 
4.3%
5 1
 
2.2%

축종명
Categorical

IMBALANCE 

Distinct8
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
소
318 
돼지
48 
한우
 
5
산양
 
4
사슴
 
3
Other values (3)
 
4

Length

Max length2
Median length1
Mean length1.1675393
Min length1

Unique

Unique2 ?
Unique (%)0.5%

Sample

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

Common Values

ValueCountFrequency (%)
소 318
83.2%
돼지 48
 
12.6%
한우 5
 
1.3%
산양 4
 
1.0%
사슴 3
 
0.8%
젖소 2
 
0.5%
염소 1
 
0.3%
육우 1
 
0.3%

Length

2023-12-12T15:32:57.929912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T15:32:58.088933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
소 318
83.2%
돼지 48
 
12.6%
한우 5
 
1.3%
산양 4
 
1.0%
사슴 3
 
0.8%
젖소 2
 
0.5%
염소 1
 
0.3%
육우 1
 
0.3%

사육두수
Real number (ℝ)

ZEROS 

Distinct167
Distinct (%)43.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean223.91099
Minimum0
Maximum6162
Zeros23
Zeros (%)6.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2023-12-12T15:32:58.259358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q116.25
median58
Q3109.5
95-th percentile998.85
Maximum6162
Range6162
Interquartile range (IQR)93.25

Descriptive statistics

Standard deviation695.42623
Coefficient of variation (CV)3.1058154
Kurtosis40.063108
Mean223.91099
Median Absolute Deviation (MAD)44
Skewness5.9643329
Sum85534
Variance483617.64
MonotonicityNot monotonic
2023-12-12T15:32:58.424056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 23
 
6.0%
5 11
 
2.9%
3 11
 
2.9%
2 11
 
2.9%
13 6
 
1.6%
28 6
 
1.6%
8 5
 
1.3%
21 5
 
1.3%
26 5
 
1.3%
4 5
 
1.3%
Other values (157) 294
77.0%
ValueCountFrequency (%)
0 23
6.0%
2 11
2.9%
3 11
2.9%
4 5
 
1.3%
5 11
2.9%
6 4
 
1.0%
7 2
 
0.5%
8 5
 
1.3%
10 3
 
0.8%
11 4
 
1.0%
ValueCountFrequency (%)
6162 1
0.3%
5807 1
0.3%
5227 1
0.3%
4900 1
0.3%
3954 1
0.3%
3850 1
0.3%
2658 1
0.3%
2357 1
0.3%
1956 1
0.3%
1842 1
0.3%

소재지도로명주소
Text

MISSING 

Distinct306
Distinct (%)98.4%
Missing71
Missing (%)18.6%
Memory size3.1 KiB
2023-12-12T15:32:58.750353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length31
Median length28
Mean length24.270096
Min length18

Characters and Unicode

Total characters7548
Distinct characters100
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique301 ?
Unique (%)96.8%

Sample

1st row경기도 양주시 백석읍 연곡로 193-18
2nd row경기도 양주시 은현면 그루고개로 464
3rd row경기도 양주시 광적면 광적로188번길 16
4th row경기도 양주시 은현면 운하로101번길 164
5th row경기도 양주시 은현면 은남로203번길 34-22
ValueCountFrequency (%)
경기도 311
20.0%
양주시 311
20.0%
은현면 77
 
5.0%
남면 76
 
4.9%
광적면 69
 
4.4%
백석읍 52
 
3.3%
삼일로 15
 
1.0%
양주산성로 15
 
1.0%
장흥면 11
 
0.7%
삼육사로327번길 10
 
0.6%
Other values (422) 607
39.1%
2023-12-12T15:32:59.255726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1243
 
16.5%
1 361
 
4.8%
양 342
 
4.5%
주 331
 
4.4%
기 313
 
4.1%
경 311
 
4.1%
도 311
 
4.1%
시 311
 
4.1%
로 298
 
3.9%
2 249
 
3.3%
Other values (90) 3478
46.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4202
55.7%
Decimal Number 1852
24.5%
Space Separator 1243
 
16.5%
Dash Punctuation 201
 
2.7%
Open Punctuation 25
 
0.3%
Close Punctuation 25
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
양 342
 
8.1%
주 331
 
7.9%
기 313
 
7.4%
경 311
 
7.4%
도 311
 
7.4%
시 311
 
7.4%
로 298
 
7.1%
면 233
 
5.5%
길 222
 
5.3%
번 209
 
5.0%
Other values (76) 1321
31.4%
Decimal Number
ValueCountFrequency (%)
1 361
19.5%
2 249
13.4%
3 184
9.9%
8 183
9.9%
7 178
9.6%
4 169
9.1%
5 150
8.1%
6 141
 
7.6%
0 120
 
6.5%
9 117
 
6.3%
Space Separator
ValueCountFrequency (%)
1243
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 201
100.0%
Open Punctuation
ValueCountFrequency (%)
( 25
100.0%
Close Punctuation
ValueCountFrequency (%)
) 25
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4202
55.7%
Common 3346
44.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
양 342
 
8.1%
주 331
 
7.9%
기 313
 
7.4%
경 311
 
7.4%
도 311
 
7.4%
시 311
 
7.4%
로 298
 
7.1%
면 233
 
5.5%
길 222
 
5.3%
번 209
 
5.0%
Other values (76) 1321
31.4%
Common
ValueCountFrequency (%)
1243
37.1%
1 361
 
10.8%
2 249
 
7.4%
- 201
 
6.0%
3 184
 
5.5%
8 183
 
5.5%
7 178
 
5.3%
4 169
 
5.1%
5 150
 
4.5%
6 141
 
4.2%
Other values (4) 287
 
8.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4202
55.7%
ASCII 3346
44.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1243
37.1%
1 361
 
10.8%
2 249
 
7.4%
- 201
 
6.0%
3 184
 
5.5%
8 183
 
5.5%
7 178
 
5.3%
4 169
 
5.1%
5 150
 
4.5%
6 141
 
4.2%
Other values (4) 287
 
8.6%
Hangul
ValueCountFrequency (%)
양 342
 
8.1%
주 331
 
7.9%
기 313
 
7.4%
경 311
 
7.4%
도 311
 
7.4%
시 311
 
7.4%
로 298
 
7.1%
면 233
 
5.5%
길 222
 
5.3%
번 209
 
5.0%
Other values (76) 1321
31.4%

소재지지번주소
Text

Distinct380
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
2023-12-12T15:32:59.532490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length23
Mean length19.575916
Min length14

Characters and Unicode

Total characters7478
Distinct characters85
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique378 ?
Unique (%)99.0%

Sample

1st row경기도 양주시 백석읍 연곡리 215-1
2nd row경기도 양주시 은현면 도하리 87-4
3rd row경기도 양주시 광적면 석우리 451-1
4th row경기도 양주시 은현면 운암리 382-3
5th row경기도 양주시 은현면 하패리 1069
ValueCountFrequency (%)
경기도 382
20.4%
양주시 382
20.4%
남면 96
 
5.1%
은현면 94
 
5.0%
광적면 73
 
3.9%
백석읍 69
 
3.7%
운암리 30
 
1.6%
하패리 22
 
1.2%
효촌리 21
 
1.1%
홍죽리 20
 
1.1%
Other values (407) 688
36.7%
2023-12-12T15:33:00.026942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1503
20.1%
도 413
 
5.5%
양 395
 
5.3%
경 393
 
5.3%
기 386
 
5.2%
주 382
 
5.1%
시 382
 
5.1%
리 346
 
4.6%
면 277
 
3.7%
- 246
 
3.3%
Other values (75) 2755
36.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4383
58.6%
Space Separator 1503
 
20.1%
Decimal Number 1346
 
18.0%
Dash Punctuation 246
 
3.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
도 413
 
9.4%
양 395
 
9.0%
경 393
 
9.0%
기 386
 
8.8%
주 382
 
8.7%
시 382
 
8.7%
리 346
 
7.9%
면 277
 
6.3%
현 99
 
2.3%
남 96
 
2.2%
Other values (63) 1214
27.7%
Decimal Number
ValueCountFrequency (%)
1 241
17.9%
3 189
14.0%
2 175
13.0%
4 152
11.3%
5 143
10.6%
7 108
8.0%
6 98
7.3%
9 86
 
6.4%
8 83
 
6.2%
0 71
 
5.3%
Space Separator
ValueCountFrequency (%)
1503
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 246
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4383
58.6%
Common 3095
41.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
도 413
 
9.4%
양 395
 
9.0%
경 393
 
9.0%
기 386
 
8.8%
주 382
 
8.7%
시 382
 
8.7%
리 346
 
7.9%
면 277
 
6.3%
현 99
 
2.3%
남 96
 
2.2%
Other values (63) 1214
27.7%
Common
ValueCountFrequency (%)
1503
48.6%
- 246
 
7.9%
1 241
 
7.8%
3 189
 
6.1%
2 175
 
5.7%
4 152
 
4.9%
5 143
 
4.6%
7 108
 
3.5%
6 98
 
3.2%
9 86
 
2.8%
Other values (2) 154
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4383
58.6%
ASCII 3095
41.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1503
48.6%
- 246
 
7.9%
1 241
 
7.8%
3 189
 
6.1%
2 175
 
5.7%
4 152
 
4.9%
5 143
 
4.6%
7 108
 
3.5%
6 98
 
3.2%
9 86
 
2.8%
Other values (2) 154
 
5.0%
Hangul
ValueCountFrequency (%)
도 413
 
9.4%
양 395
 
9.0%
경 393
 
9.0%
기 386
 
8.8%
주 382
 
8.7%
시 382
 
8.7%
리 346
 
7.9%
면 277
 
6.3%
현 99
 
2.3%
남 96
 
2.2%
Other values (63) 1214
27.7%

위도
Real number (ℝ)

Distinct374
Distinct (%)97.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.846788
Minimum37.681855
Maximum37.928615
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2023-12-12T15:33:00.259964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.681855
5-th percentile37.779045
Q137.810397
median37.855797
Q337.881538
95-th percentile37.906703
Maximum37.928615
Range0.24676057
Interquartile range (IQR)0.071141572

Descriptive statistics

Standard deviation0.046003654
Coefficient of variation (CV)0.0012155233
Kurtosis0.76992119
Mean37.846788
Median Absolute Deviation (MAD)0.03079952
Skewness-0.80704775
Sum14457.473
Variance0.0021163361
MonotonicityNot monotonic
2023-12-12T15:33:00.451181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37.88546636 2
 
0.5%
37.80898457 2
 
0.5%
37.83054516 2
 
0.5%
37.83771754 2
 
0.5%
37.90130824 2
 
0.5%
37.81022507 2
 
0.5%
37.7982224 2
 
0.5%
37.85686797 2
 
0.5%
37.89275666 1
 
0.3%
37.79662858 1
 
0.3%
Other values (364) 364
95.3%
ValueCountFrequency (%)
37.68185458 1
0.3%
37.6956881 1
0.3%
37.69917079 1
0.3%
37.700524 1
0.3%
37.70261396 1
0.3%
37.70399607 1
0.3%
37.71756421 1
0.3%
37.72102479 1
0.3%
37.72109299 1
0.3%
37.72825126 1
0.3%
ValueCountFrequency (%)
37.92861515 1
0.3%
37.92799862 1
0.3%
37.92692371 1
0.3%
37.92590202 1
0.3%
37.92470989 1
0.3%
37.92455667 1
0.3%
37.9237197 1
0.3%
37.92357764 1
0.3%
37.9234038 1
0.3%
37.9225839 1
0.3%

경도
Real number (ℝ)

Distinct374
Distinct (%)97.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.99495
Minimum126.91612
Maximum127.10794
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2023-12-12T15:33:00.601237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.91612
5-th percentile126.943
Q1126.96716
median126.98995
Q3127.01341
95-th percentile127.07784
Maximum127.10794
Range0.1918247
Interquartile range (IQR)0.04625645

Descriptive statistics

Standard deviation0.038736987
Coefficient of variation (CV)0.00030502776
Kurtosis0.34042188
Mean126.99495
Median Absolute Deviation (MAD)0.02335365
Skewness0.75227201
Sum48512.072
Variance0.0015005541
MonotonicityNot monotonic
2023-12-12T15:33:00.766165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
127.0346707 2
 
0.5%
127.0780259 2
 
0.5%
126.9487102 2
 
0.5%
126.9942113 2
 
0.5%
126.9597586 2
 
0.5%
126.9555281 2
 
0.5%
126.9635545 2
 
0.5%
126.9810535 2
 
0.5%
126.9698838 1
 
0.3%
126.9646895 1
 
0.3%
Other values (364) 364
95.3%
ValueCountFrequency (%)
126.9161185 1
0.3%
126.9171725 1
0.3%
126.9177746 1
0.3%
126.9194987 1
0.3%
126.9292778 1
0.3%
126.9293528 1
0.3%
126.929919 1
0.3%
126.9300601 1
0.3%
126.9319736 1
0.3%
126.9323449 1
0.3%
ValueCountFrequency (%)
127.1079432 1
0.3%
127.1064803 1
0.3%
127.1044484 1
0.3%
127.1019864 1
0.3%
127.101567 1
0.3%
127.0952699 1
0.3%
127.0923986 1
0.3%
127.0909439 1
0.3%
127.0874435 1
0.3%
127.0870715 1
0.3%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
2023-07-10
382 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-10
2nd row2023-07-10
3rd row2023-07-10
4th row2023-07-10
5th row2023-07-10

Common Values

ValueCountFrequency (%)
2023-07-10 382
100.0%

Length

2023-12-12T15:33:00.950598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T15:33:01.078337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-10 382
100.0%

관리기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
양주시 농업기술센터 축산과
382 

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row양주시 농업기술센터 축산과
2nd row양주시 농업기술센터 축산과
3rd row양주시 농업기술센터 축산과
4th row양주시 농업기술센터 축산과
5th row양주시 농업기술센터 축산과

Common Values

ValueCountFrequency (%)
양주시 농업기술센터 축산과 382
100.0%

Length

2023-12-12T15:33:01.247471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T15:33:01.415252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
양주시 382
33.3%
농업기술센터 382
33.3%
축산과 382
33.3%

Interactions

2023-12-12T15:32:55.956372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:32:55.181576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:32:55.583292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:32:56.052914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:32:55.299292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:32:55.721425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:32:56.170936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:32:55.414132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:32:55.827354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T15:33:01.511414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
축종명사육두수위도경도
축종명1.0000.4440.1880.152
사육두수0.4441.0000.0000.000
위도0.1880.0001.0000.665
경도0.1520.0000.6651.000
2023-12-12T15:33:01.657180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
사육두수위도경도축종명
사육두수1.0000.2230.0840.236
위도0.2231.0000.2240.090
경도0.0840.2241.0000.072
축종명0.2360.0900.0721.000

Missing values

2023-12-12T15:32:56.353410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T15:32:56.491857image/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

농장명축종명사육두수소재지도로명주소소재지지번주소위도경도데이터기준일자관리기관명
0강원목장소74경기도 양주시 백석읍 연곡로 193-18경기도 양주시 백석읍 연곡리 215-137.814949126.9548032023-07-10양주시 농업기술센터 축산과
1준이목장소93경기도 양주시 은현면 그루고개로 464경기도 양주시 은현면 도하리 87-437.849952127.012182023-07-10양주시 농업기술센터 축산과
2양주불곡산한우목장소207경기도 양주시 광적면 광적로188번길 16경기도 양주시 광적면 석우리 451-137.835121126.977242023-07-10양주시 농업기술센터 축산과
3창희1농장소58경기도 양주시 은현면 운하로101번길 164경기도 양주시 은현면 운암리 382-337.885982127.0088692023-07-10양주시 농업기술센터 축산과
4선업목장소62경기도 양주시 은현면 은남로203번길 34-22경기도 양주시 은현면 하패리 106937.896111127.0133732023-07-10양주시 농업기술센터 축산과
5형석농장소67경기도 양주시 남면 화합로465번길 123경기도 양주시 남면 상수리 55337.871316126.980652023-07-10양주시 농업기술센터 축산과
6풍영목장소18<NA>경기도 양주시 봉양동 366-137.853321127.0765542023-07-10양주시 농업기술센터 축산과
7제삼목장소110경기도 양주시 은현면 화합로720번길 175경기도 양주시 은현면 운암리 522-437.863518127.0086472023-07-10양주시 농업기술센터 축산과
8대양목장소46경기도 양주시 남면 검준1길 21-66경기도 양주시 남면 상수리 242-1337.860633126.9946052023-07-10양주시 농업기술센터 축산과
9대원목장소148경기도 양주시 은현면 그루고개로221번길 307-125경기도 양주시 은현면 도하리 70737.845271126.9924052023-07-10양주시 농업기술센터 축산과
농장명축종명사육두수소재지도로명주소소재지지번주소위도경도데이터기준일자관리기관명
372신진농장한우49경기도 양주시 남면 검준2길 196-40경기도 양주시 남면 상수리 494-537.857246126.9938482023-07-10양주시 농업기술센터 축산과
373과수목장한우5경기도 양주시 버들로 133-153경기도 양주시 어둔동 48237.769648127.0176372023-07-10양주시 농업기술센터 축산과
374제2 푸른농장염소50<NA>경기도 양주시 광적면 효촌리 415-137.884811126.9570272023-07-10양주시 농업기술센터 축산과
375양주농장돼지609경기도 양주시 은현면 화합로720번길 134-3경기도 양주시 은현면 운암리 529-137.864726127.0076722023-07-10양주시 농업기술센터 축산과
376경민목장한우0경기도 양주시 남면 감악산로489번길 27-176경기도 양주시 남면 신암리 287-237.902474126.9550832023-07-10양주시 농업기술센터 축산과
377운암농장한우14경기도 양주시 은현면 화합로720번길 134-10경기도 양주시 은현면 운암리 529-237.864816127.0067652023-07-10양주시 농업기술센터 축산과
378풍영제2목장젖소100경기도 양주시 남면 감악산로83번길 273경기도 양주시 남면 두곡리 2137.867965126.9738232023-07-10양주시 농업기술센터 축산과
379김옥임 목장육우22경기도 양주시 백석읍 양주산성로 918-127경기도 양주시 백석읍 홍죽리 172-337.799126.966692023-07-10양주시 농업기술센터 축산과
380꿀과된장한우0<NA>경기도 양주시 광사동 29837.795597127.071542023-07-10양주시 농업기술센터 축산과
381엄지2목장젖소150경기도 양주시 광적면 권율로 1471-132경기도 양주시 광적면 광석리 140-337.810048126.9705782023-07-10양주시 농업기술센터 축산과