Overview

Dataset statistics

Number of variables6
Number of observations2277
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory109.1 KiB
Average record size in memory49.1 B

Variable types

Text2
Categorical2
Numeric1
DateTime1

Dataset

Description전북특별자치도 정읍시 소재한 가축사육업 현황중 (농장명, 축종, 사육수, 소재지, 담당부서)등의 정보를 제공합니다.
Author전북특별자치도 정읍시
URLhttps://www.data.go.kr/data/15034191/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
담당부서 is highly overall correlated with 사육수 and 1 other fieldsHigh correlation
축종 is highly overall correlated with 담당부서High correlation
사육수 is highly overall correlated with 담당부서High correlation
축종 is highly imbalanced (66.1%)Imbalance
담당부서 is highly imbalanced (99.4%)Imbalance
사육수 has 123 (5.4%) zerosZeros

Reproduction

Analysis started2024-04-21 01:04:48.813853
Analysis finished2024-04-21 01:04:50.354038
Duration1.54 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

농장명
Text

Distinct1870
Distinct (%)82.1%
Missing0
Missing (%)0.0%
Memory size17.9 KiB
2024-04-21T10:04:50.579170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length4
Mean length4.4211682
Min length2

Characters and Unicode

Total characters10067
Distinct characters412
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1605 ?
Unique (%)70.5%

Sample

1st row구면농장
2nd row전원농장
3rd row만수양계장
4th row방장목장
5th row바리비프영농조합
ValueCountFrequency (%)
농장 14
 
0.6%
우리농장 10
 
0.4%
대성농장 8
 
0.3%
형제농장 8
 
0.3%
희망농장 7
 
0.3%
신성농장 7
 
0.3%
농업회사법인 6
 
0.3%
2 6
 
0.3%
정우농장 5
 
0.2%
샘골농장 5
 
0.2%
Other values (1870) 2259
96.7%
2024-04-21T10:04:50.974754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
장 2168
21.5%
농 2010
20.0%
목 166
 
1.6%
성 162
 
1.6%
영 147
 
1.5%
우 124
 
1.2%
산 117
 
1.2%
수 106
 
1.1%
정 105
 
1.0%
동 101
 
1.0%
Other values (402) 4861
48.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 9718
96.5%
Decimal Number 153
 
1.5%
Space Separator 58
 
0.6%
Close Punctuation 49
 
0.5%
Open Punctuation 49
 
0.5%
Uppercase Letter 32
 
0.3%
Other Punctuation 3
 
< 0.1%
Lowercase Letter 3
 
< 0.1%
Dash Punctuation 1
 
< 0.1%
Letter Number 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
장 2168
22.3%
농 2010
20.7%
목 166
 
1.7%
성 162
 
1.7%
영 147
 
1.5%
우 124
 
1.3%
산 117
 
1.2%
수 106
 
1.1%
정 105
 
1.1%
동 101
 
1.0%
Other values (377) 4512
46.4%
Uppercase Letter
ValueCountFrequency (%)
A 4
12.5%
C 4
12.5%
O 4
12.5%
K 4
12.5%
S 3
9.4%
B 3
9.4%
M 3
9.4%
E 2
6.2%
R 2
6.2%
D 2
6.2%
Decimal Number
ValueCountFrequency (%)
2 101
66.0%
1 34
 
22.2%
3 15
 
9.8%
4 3
 
2.0%
Lowercase Letter
ValueCountFrequency (%)
k 1
33.3%
c 1
33.3%
u 1
33.3%
Other Punctuation
ValueCountFrequency (%)
. 2
66.7%
, 1
33.3%
Space Separator
ValueCountFrequency (%)
58
100.0%
Close Punctuation
ValueCountFrequency (%)
) 49
100.0%
Open Punctuation
ValueCountFrequency (%)
( 49
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 9718
96.5%
Common 313
 
3.1%
Latin 36
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
장 2168
22.3%
농 2010
20.7%
목 166
 
1.7%
성 162
 
1.7%
영 147
 
1.5%
우 124
 
1.3%
산 117
 
1.2%
수 106
 
1.1%
정 105
 
1.1%
동 101
 
1.0%
Other values (377) 4512
46.4%
Latin
ValueCountFrequency (%)
A 4
11.1%
C 4
11.1%
O 4
11.1%
K 4
11.1%
S 3
8.3%
B 3
8.3%
M 3
8.3%
E 2
 
5.6%
R 2
 
5.6%
D 2
 
5.6%
Other values (5) 5
13.9%
Common
ValueCountFrequency (%)
2 101
32.3%
58
18.5%
) 49
15.7%
( 49
15.7%
1 34
 
10.9%
3 15
 
4.8%
4 3
 
1.0%
. 2
 
0.6%
- 1
 
0.3%
, 1
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 9718
96.5%
ASCII 348
 
3.5%
Number Forms 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
장 2168
22.3%
농 2010
20.7%
목 166
 
1.7%
성 162
 
1.7%
영 147
 
1.5%
우 124
 
1.3%
산 117
 
1.2%
수 106
 
1.1%
정 105
 
1.1%
동 101
 
1.0%
Other values (377) 4512
46.4%
ASCII
ValueCountFrequency (%)
2 101
29.0%
58
16.7%
) 49
14.1%
( 49
14.1%
1 34
 
9.8%
3 15
 
4.3%
A 4
 
1.1%
C 4
 
1.1%
O 4
 
1.1%
K 4
 
1.1%
Other values (14) 26
 
7.5%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
100.0%

축종
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct14
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size17.9 KiB
한우
1788 
육계
 
167
돼지
 
134
젖소
 
76
오리
 
41
Other values (9)
 
71

Length

Max length6
Median length2
Mean length2.0166886
Min length2

Unique

Unique4 ?
Unique (%)0.2%

Sample

1st row돼지
2nd row육계
3rd row육계
4th row젖소
5th row한우

Common Values

ValueCountFrequency (%)
한우 1788
78.5%
육계 167
 
7.3%
돼지 134
 
5.9%
젖소 76
 
3.3%
오리 41
 
1.8%
염소 29
 
1.3%
육우 13
 
0.6%
산양 12
 
0.5%
종계/산란계 8
 
0.4%
타조 5
 
0.2%
Other values (4) 4
 
0.2%

Length

2024-04-21T10:04:51.105581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
한우 1788
78.5%
육계 167
 
7.3%
돼지 134
 
5.9%
젖소 76
 
3.3%
오리 41
 
1.8%
염소 29
 
1.3%
육우 13
 
0.6%
산양 12
 
0.5%
종계/산란계 8
 
0.4%
타조 5
 
0.2%
Other values (4) 4
 
0.2%

사육수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct369
Distinct (%)16.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4766.2789
Minimum0
Maximum290000
Zeros123
Zeros (%)5.4%
Negative0
Negative (%)0.0%
Memory size20.1 KiB
2024-04-21T10:04:51.237262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111
median41
Q3125
95-th percentile40000
Maximum290000
Range290000
Interquartile range (IQR)114

Descriptive statistics

Standard deviation18483.851
Coefficient of variation (CV)3.8780465
Kurtosis60.017072
Mean4766.2789
Median Absolute Deviation (MAD)35
Skewness6.3231066
Sum10852817
Variance3.4165274 × 108
MonotonicityNot monotonic
2024-04-21T10:04:51.382591image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 123
 
5.4%
10 89
 
3.9%
20 63
 
2.8%
30 61
 
2.7%
5 61
 
2.7%
50 53
 
2.3%
7 46
 
2.0%
4 43
 
1.9%
60 42
 
1.8%
100 38
 
1.7%
Other values (359) 1658
72.8%
ValueCountFrequency (%)
0 123
5.4%
1 9
 
0.4%
2 34
 
1.5%
3 38
 
1.7%
4 43
 
1.9%
5 61
2.7%
6 38
 
1.7%
7 46
 
2.0%
8 30
 
1.3%
9 35
 
1.5%
ValueCountFrequency (%)
290000 1
 
< 0.1%
270000 1
 
< 0.1%
200000 1
 
< 0.1%
145000 1
 
< 0.1%
140000 1
 
< 0.1%
130000 1
 
< 0.1%
110000 6
0.3%
100000 6
0.3%
96000 1
 
< 0.1%
95000 2
 
0.1%

소재지주소
Text

Distinct2246
Distinct (%)98.6%
Missing0
Missing (%)0.0%
Memory size17.9 KiB
2024-04-21T10:04:51.706938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length88
Median length84
Mean length31.497145
Min length4

Characters and Unicode

Total characters71719
Distinct characters166
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2216 ?
Unique (%)97.3%

Sample

1st row전북특별자치도 정읍시 입암면 신면리 791번지 4호
2nd row전북특별자치도 정읍시 입암면 연월리 115번지 ,115-2, 115-3, 115-4
3rd row전북특별자치도 정읍시 고부면 만수리 60번지 3호
4th row전북특별자치도 정읍시 입암면 연월리 507번지 2호
5th row전북특별자치도 정읍시 정우면 장순리 218번지 4호 외 4필지
ValueCountFrequency (%)
전북특별자치도 2274
 
15.9%
정읍시 2274
 
15.9%
외 597
 
4.2%
1호 476
 
3.3%
1필지 271
 
1.9%
덕천면 212
 
1.5%
산외면 196
 
1.4%
태인면 189
 
1.3%
이평면 188
 
1.3%
감곡면 166
 
1.2%
Other values (1901) 7477
52.2%
2024-04-21T10:04:52.156223image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
15723
21.9%
지 2918
 
4.1%
1 2581
 
3.6%
정 2577
 
3.6%
북 2439
 
3.4%
도 2358
 
3.3%
읍 2348
 
3.3%
전 2297
 
3.2%
시 2286
 
3.2%
치 2274
 
3.2%
Other values (156) 33918
47.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 43745
61.0%
Space Separator 15723
 
21.9%
Decimal Number 11242
 
15.7%
Other Punctuation 499
 
0.7%
Dash Punctuation 444
 
0.6%
Open Punctuation 34
 
< 0.1%
Close Punctuation 32
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 2918
 
6.7%
정 2577
 
5.9%
북 2439
 
5.6%
도 2358
 
5.4%
읍 2348
 
5.4%
전 2297
 
5.3%
시 2286
 
5.2%
치 2274
 
5.2%
자 2274
 
5.2%
별 2274
 
5.2%
Other values (140) 19700
45.0%
Decimal Number
ValueCountFrequency (%)
1 2581
23.0%
2 1399
12.4%
3 1130
10.1%
4 1051
9.3%
5 1008
 
9.0%
6 962
 
8.6%
8 858
 
7.6%
7 851
 
7.6%
0 705
 
6.3%
9 697
 
6.2%
Other Punctuation
ValueCountFrequency (%)
, 497
99.6%
/ 2
 
0.4%
Space Separator
ValueCountFrequency (%)
15723
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 444
100.0%
Open Punctuation
ValueCountFrequency (%)
( 34
100.0%
Close Punctuation
ValueCountFrequency (%)
) 32
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 43745
61.0%
Common 27974
39.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 2918
 
6.7%
정 2577
 
5.9%
북 2439
 
5.6%
도 2358
 
5.4%
읍 2348
 
5.4%
전 2297
 
5.3%
시 2286
 
5.2%
치 2274
 
5.2%
자 2274
 
5.2%
별 2274
 
5.2%
Other values (140) 19700
45.0%
Common
ValueCountFrequency (%)
15723
56.2%
1 2581
 
9.2%
2 1399
 
5.0%
3 1130
 
4.0%
4 1051
 
3.8%
5 1008
 
3.6%
6 962
 
3.4%
8 858
 
3.1%
7 851
 
3.0%
0 705
 
2.5%
Other values (6) 1706
 
6.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 43745
61.0%
ASCII 27974
39.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
15723
56.2%
1 2581
 
9.2%
2 1399
 
5.0%
3 1130
 
4.0%
4 1051
 
3.8%
5 1008
 
3.6%
6 962
 
3.4%
8 858
 
3.1%
7 851
 
3.0%
0 705
 
2.5%
Other values (6) 1706
 
6.1%
Hangul
ValueCountFrequency (%)
지 2918
 
6.7%
정 2577
 
5.9%
북 2439
 
5.6%
도 2358
 
5.4%
읍 2348
 
5.4%
전 2297
 
5.3%
시 2286
 
5.2%
치 2274
 
5.2%
자 2274
 
5.2%
별 2274
 
5.2%
Other values (140) 19700
45.0%

담당부서
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size17.9 KiB
정읍시 축산과
2276 
<NA>
 
1

Length

Max length7
Median length7
Mean length6.9986825
Min length4

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row정읍시 축산과
2nd row정읍시 축산과
3rd row정읍시 축산과
4th row정읍시 축산과
5th row정읍시 축산과

Common Values

ValueCountFrequency (%)
정읍시 축산과 2276
> 99.9%
<NA> 1
 
< 0.1%

Length

2024-04-21T10:04:52.289374image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:04:52.374259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정읍시 2276
50.0%
축산과 2276
50.0%
na 1
 
< 0.1%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size17.9 KiB
Minimum2024-01-15 00:00:00
Maximum2024-01-15 00:00:00
2024-04-21T10:04:52.443993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T10:04:52.525088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-04-21T10:04:50.074058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-21T10:04:52.580953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
축종사육수
축종1.0000.820
사육수0.8201.000
2024-04-21T10:04:52.647951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
담당부서축종
담당부서1.0001.000
축종1.0001.000
2024-04-21T10:04:52.728662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
사육수축종담당부서
사육수1.0000.4521.000
축종0.4521.0001.000
담당부서1.0001.0001.000

Missing values

2024-04-21T10:04:50.227892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-21T10:04:50.314191image/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

농장명축종사육수소재지주소담당부서데이터기준일자
0구면농장돼지2689전북특별자치도 정읍시 입암면 신면리 791번지 4호정읍시 축산과2024-01-15
1전원농장육계65000전북특별자치도 정읍시 입암면 연월리 115번지 ,115-2, 115-3, 115-4정읍시 축산과2024-01-15
2만수양계장육계56000전북특별자치도 정읍시 고부면 만수리 60번지 3호정읍시 축산과2024-01-15
3방장목장젖소34전북특별자치도 정읍시 입암면 연월리 507번지 2호정읍시 축산과2024-01-15
4바리비프영농조합한우130전북특별자치도 정읍시 정우면 장순리 218번지 4호 외 4필지정읍시 축산과2024-01-15
5감곡양계육계85000전북특별자치도 정읍시 감곡면 계룡리 470번지 1호정읍시 축산과2024-01-15
6대운축산영농조합2돼지3411전북특별자치도 정읍시 감곡면 계룡리 452번지 외 4필지정읍시 축산과2024-01-15
7옥경농장젖소11전북특별자치도 정읍시 이평면 평령리 207번지 1호 외 3필지정읍시 축산과2024-01-15
8세원농장젖소220전북특별자치도 정읍시 이평면 평령리 570번지 외 5필지정읍시 축산과2024-01-15
9오성그린농장한우287전북특별자치도 정읍시 이평면 산매리 137번지 1호 외 4필지정읍시 축산과2024-01-15
농장명축종사육수소재지주소담당부서데이터기준일자
2267만년설우한우120전북특별자치도 정읍시 태인면 박산리 45번지 1호 49,46,45-5정읍시 축산과2024-01-15
2268청운농장육계100000전북특별자치도 정읍시 소성면 용정리 35번지 , 35-1, 26-2, 26-6, 28-1, 29-6, 29-7정읍시 축산과2024-01-15
2269경욱농장한우300전북특별자치도 정읍시 북면 복흥리 1073번지정읍시 축산과2024-01-15
2270은영농장한우47전북특별자치도 정읍시 덕천면 도계리 554번지 2호정읍시 축산과2024-01-15
2271오순농장한우57전북특별자치도 정읍시 덕천면 도계리 1142번지 1호정읍시 축산과2024-01-15
2272반월농장염소0전북특별자치도 정읍시 입암면 연월리 산 95번지 4호 외 2필지(539-2, 539-3)정읍시 축산과2024-01-15
2273이든농장육계60000전북특별자치도 정읍시 정우면 회룡리 423번지 1호 , 422-2, 423-2, 424정읍시 축산과2024-01-15
2274형제농장1한우144전북특별자치도 정읍시 정우면 대사리 1605번지 , 1607정읍시 축산과2024-01-15
2275혁율농장한우5전북특별자치도 정읍시 옹동면 칠석리 967번지정읍시 축산과2024-01-15
2276명품염소농장염소54전북특별자치도 정읍시 입암면 연월리 521번지 (529)<NA>2024-01-15