Overview

Dataset statistics

Number of variables6
Number of observations2195
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory109.5 KiB
Average record size in memory51.1 B

Variable types

Numeric3
Categorical3

Dataset

Description축종별(소, 돼지, 말, 양, 닭, 오리), 암수별(암, 수, 닭오리는 제외) 도축검사 실적
Author농림축산검역본부
URLhttps://data.mafra.go.kr/opendata/data/indexOpenDataDetail.do?data_id=20220214000000001875

Alerts

LVSTCKSPC_NM is highly overall correlated with LVSTCKSPC_CODEHigh correlation
LVSTCKSPC_CODE is highly overall correlated with LVSTCKSPC_NMHigh correlation
THSMON is highly overall correlated with THSMON_ACMTLHigh correlation
THSMON_ACMTL is highly overall correlated with THSMONHigh correlation

Reproduction

Analysis started2023-12-11 03:17:21.969257
Analysis finished2023-12-11 03:17:23.422854
Duration1.45 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

YM
Real number (ℝ)

Distinct121
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean201250.32
Minimum200711
Maximum201712
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size19.4 KiB
2023-12-11T12:17:23.499403image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum200711
5-th percentile200806
Q1201004
median201212
Q3201507
95-th percentile201706.3
Maximum201712
Range1001
Interquartile range (IQR)503

Descriptive statistics

Standard deviation293.78787
Coefficient of variation (CV)0.0014598132
Kurtosis-1.2978006
Mean201250.32
Median Absolute Deviation (MAD)291
Skewness0.028915862
Sum4.4174445 × 108
Variance86311.313
MonotonicityNot monotonic
2023-12-11T12:17:23.687115image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
201011 25
 
1.1%
200912 25
 
1.1%
200911 24
 
1.1%
201008 23
 
1.0%
201007 23
 
1.0%
201010 22
 
1.0%
200909 22
 
1.0%
201406 21
 
1.0%
201304 21
 
1.0%
200904 21
 
1.0%
Other values (111) 1968
89.7%
ValueCountFrequency (%)
200711 2
 
0.1%
200801 18
0.8%
200802 17
0.8%
200803 19
0.9%
200804 19
0.9%
200805 20
0.9%
200806 19
0.9%
200807 21
1.0%
200808 20
0.9%
200809 16
0.7%
ValueCountFrequency (%)
201712 18
0.8%
201711 20
0.9%
201710 17
0.8%
201709 21
1.0%
201708 15
0.7%
201707 19
0.9%
201706 18
0.8%
201705 20
0.9%
201704 19
0.9%
201703 20
0.9%

LVSTCKSPC_NM
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size17.3 KiB
소
362 
돼지
360 
말
344 
산양
333 
사슴
165 
Other values (10)
631 

Length

Max length4
Median length2
Mean length1.743508
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row산양
2nd row말
3rd row타조
4th row소
5th row말

Common Values

ValueCountFrequency (%)
소 362
16.5%
돼지 360
16.4%
말 344
15.7%
산양 333
15.2%
사슴 165
7.5%
당나귀 125
 
5.7%
오리 123
 
5.6%
면양 101
 
4.6%
토끼 80
 
3.6%
닭 73
 
3.3%
Other values (5) 129
 
5.9%

Length

2023-12-11T12:17:23.826471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
소 362
16.5%
돼지 360
16.4%
말 344
15.7%
산양 333
15.2%
사슴 165
7.5%
당나귀 125
 
5.7%
오리 123
 
5.6%
면양 101
 
4.6%
토끼 80
 
3.6%
닭 73
 
3.3%
Other values (5) 129
 
5.9%

LVSTCKSPC_CODE
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size17.3 KiB
LBI1000080
362 
LBI1000006
360 
LBI1000007
344 
LBI1000087
333 
LBI1000017
165 
Other values (10)
631 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowLBI1000087
2nd rowLBI1000007
3rd rowLBI1000024
4th rowLBI1000080
5th rowLBI1000007

Common Values

ValueCountFrequency (%)
LBI1000080 362
16.5%
LBI1000006 360
16.4%
LBI1000007 344
15.7%
LBI1000087 333
15.2%
LBI1000017 165
7.5%
LBI1000023 125
 
5.7%
LBI1000016 123
 
5.6%
LBI1000086 101
 
4.6%
LBI1000018 80
 
3.6%
LBI1000088 73
 
3.3%
Other values (5) 129
 
5.9%

Length

2023-12-11T12:17:23.976614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
lbi1000080 362
16.5%
lbi1000006 360
16.4%
lbi1000007 344
15.7%
lbi1000087 333
15.2%
lbi1000017 165
7.5%
lbi1000023 125
 
5.7%
lbi1000016 123
 
5.6%
lbi1000086 101
 
4.6%
lbi1000018 80
 
3.6%
lbi1000088 73
 
3.3%
Other values (5) 129
 
5.9%

CANCERCO_SE
Categorical

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size17.3 KiB
암
904 
수
800 
거세
491 

Length

Max length2
Median length1
Mean length1.2236902
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row수
2nd row수
3rd row수
4th row수
5th row암

Common Values

ValueCountFrequency (%)
암 904
41.2%
수 800
36.4%
거세 491
22.4%

Length

2023-12-11T12:17:24.076211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T12:17:24.167431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
암 904
41.2%
수 800
36.4%
거세 491
22.4%

THSMON
Real number (ℝ)

HIGH CORRELATION 

Distinct1365
Distinct (%)62.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean218855.19
Minimum1
Maximum6537571
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size19.4 KiB
2023-12-11T12:17:24.271113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q110
median1383
Q380350
95-th percentile697544.5
Maximum6537571
Range6537570
Interquartile range (IQR)80340

Descriptive statistics

Standard deviation722072.74
Coefficient of variation (CV)3.2993174
Kurtosis29.784776
Mean218855.19
Median Absolute Deviation (MAD)1382
Skewness5.2763268
Sum4.8038715 × 108
Variance5.2138904 × 1011
MonotonicityNot monotonic
2023-12-11T12:17:24.394981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 195
 
8.9%
2 105
 
4.8%
3 90
 
4.1%
4 54
 
2.5%
5 36
 
1.6%
6 19
 
0.9%
7 16
 
0.7%
12 14
 
0.6%
8 14
 
0.6%
10 13
 
0.6%
Other values (1355) 1639
74.7%
ValueCountFrequency (%)
1 195
8.9%
2 105
4.8%
3 90
4.1%
4 54
 
2.5%
5 36
 
1.6%
6 19
 
0.9%
7 16
 
0.7%
8 14
 
0.6%
9 10
 
0.5%
10 13
 
0.6%
ValueCountFrequency (%)
6537571 1
< 0.1%
6259396 1
< 0.1%
6211614 1
< 0.1%
6097473 1
< 0.1%
5762493 1
< 0.1%
5633679 1
< 0.1%
5366071 1
< 0.1%
5250695 1
< 0.1%
5132967 1
< 0.1%
5089899 1
< 0.1%

THSMON_ACMTL
Real number (ℝ)

HIGH CORRELATION 

Distinct1570
Distinct (%)71.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1412399.4
Minimum1
Maximum62213466
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size19.4 KiB
2023-12-11T12:17:24.507169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3
Q142
median6657
Q3406646.5
95-th percentile5312715
Maximum62213466
Range62213465
Interquartile range (IQR)406604.5

Descriptive statistics

Standard deviation5411343.1
Coefficient of variation (CV)3.8313121
Kurtosis49.577719
Mean1412399.4
Median Absolute Deviation (MAD)6654
Skewness6.6422332
Sum3.1002168 × 109
Variance2.9282634 × 1013
MonotonicityNot monotonic
2023-12-11T12:17:24.618631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 45
 
2.1%
3 37
 
1.7%
2 35
 
1.6%
5 29
 
1.3%
4 26
 
1.2%
6 25
 
1.1%
10 24
 
1.1%
7 22
 
1.0%
12 21
 
1.0%
8 21
 
1.0%
Other values (1560) 1910
87.0%
ValueCountFrequency (%)
1 45
2.1%
2 35
1.6%
3 37
1.7%
4 26
1.2%
5 29
1.3%
6 25
1.1%
7 22
1.0%
8 21
1.0%
9 20
0.9%
10 24
1.1%
ValueCountFrequency (%)
62213466 1
< 0.1%
57900410 1
< 0.1%
53925354 1
< 0.1%
52181967 1
< 0.1%
49748333 1
< 0.1%
49262955 1
< 0.1%
47533124 1
< 0.1%
46108364 1
< 0.1%
45551688 1
< 0.1%
43697039 1
< 0.1%

Interactions

2023-12-11T12:17:22.951758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:17:22.338512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:17:22.644594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:17:23.045491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:17:22.433748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:17:22.730634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:17:23.145702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:17:22.537835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T12:17:22.843538image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T12:17:24.704949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
YMLVSTCKSPC_NMLVSTCKSPC_CODECANCERCO_SETHSMONTHSMON_ACMTL
YM1.0000.4370.4370.0000.1930.163
LVSTCKSPC_NM0.4371.0001.0000.4850.6870.625
LVSTCKSPC_CODE0.4371.0001.0000.4850.6870.625
CANCERCO_SE0.0000.4850.4851.0000.3650.163
THSMON0.1930.6870.6870.3651.0000.761
THSMON_ACMTL0.1630.6250.6250.1630.7611.000
2023-12-11T12:17:24.791234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
LVSTCKSPC_NMLVSTCKSPC_CODECANCERCO_SE
LVSTCKSPC_NM1.0001.0000.253
LVSTCKSPC_CODE1.0001.0000.253
CANCERCO_SE0.2530.2531.000
2023-12-11T12:17:24.871127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
YMTHSMONTHSMON_ACMTLLVSTCKSPC_NMLVSTCKSPC_CODECANCERCO_SE
YM1.000-0.083-0.0640.1780.1780.000
THSMON-0.0831.0000.9780.3620.3620.173
THSMON_ACMTL-0.0640.9781.0000.2880.2880.098
LVSTCKSPC_NM0.1780.3620.2881.0001.0000.253
LVSTCKSPC_CODE0.1780.3620.2881.0001.0000.253
CANCERCO_SE0.0000.1730.0980.2530.2531.000

Missing values

2023-12-11T12:17:23.268866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T12:17:23.379503image/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

YMLVSTCKSPC_NMLVSTCKSPC_CODECANCERCO_SETHSMONTHSMON_ACMTL
0201101산양LBI1000087수2525
1201102말LBI1000007수2063
2201102타조LBI1000024수12
3201102소LBI1000080수15086813
4201102말LBI1000007암2039
5201102돼지LBI1000006수200242419167
6201102사슴LBI1000017암44
7201102산양LBI1000087암1656
8201102돼지LBI1000006암431616970631
9201102말LBI1000007거세14
YMLVSTCKSPC_NMLVSTCKSPC_CODECANCERCO_SETHSMONTHSMON_ACMTL
2185201101돼지LBI1000006거세215437215437
2186201101말LBI1000007거세33
2187201101산양LBI1000087거세1212
2188201101돼지LBI1000006암539015539015
2189201101산양LBI1000087암4040
2190201101돼지LBI1000006수218925218925
2191201101말LBI1000007암1919
2192201101소LBI1000080수53055305
2193201101타조LBI1000024수11
2194201101말LBI1000007수4343