gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	6
Duplicate rows (%)	0.1%
Total size in memory	1.5 MiB
Average record size in memory	160.0 B

Variable types

Text	1
Numeric	16

Dataset

Description	충청남도 내 소 사육농가 현황 정보(소재지, 주사육업종 등)
Author	충청남도
URL	https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=396&beforeMenuCd=DOM_000000201001001000&publicdatapk=15040671

Alerts

Dataset has 6 (0.1%) duplicate rows	Duplicates
`계(전체)` is highly overall correlated with `암(전체)` and 5 other fields	High correlation
`암(전체)` is highly overall correlated with `계(전체)` and 4 other fields	High correlation
`수(전체)` is highly overall correlated with `계(전체)` and 4 other fields	High correlation
`거세(전체)` is highly overall correlated with `계(전체)` and 1 other fields	High correlation
`기타(전체)` is highly overall correlated with `기타(한우)` and 1 other fields	High correlation
`계(한우)` is highly overall correlated with `계(전체)` and 5 other fields	High correlation
`암(한우)` is highly overall correlated with `계(전체)` and 4 other fields	High correlation
`수(한우)` is highly overall correlated with `계(전체)` and 4 other fields	High correlation
`거세(한우)` is highly overall correlated with `거세(전체)` and 1 other fields	High correlation
`기타(한우)` is highly overall correlated with `기타(전체)`	High correlation
`(젖소)` is highly overall correlated with `계(육우)` and 1 other fields	High correlation
`계(육우)` is highly overall correlated with `(젖소)` and 4 other fields	High correlation
`암(육우)` is highly overall correlated with `계(육우)`	High correlation
`수(육우)` is highly overall correlated with `(젖소)` and 2 other fields	High correlation
`거세(육우)` is highly overall correlated with `계(육우)`	High correlation
`기타(육우)` is highly overall correlated with `기타(전체)` and 2 other fields	High correlation
`수(전체)` is highly skewed (γ1 = 33.08027209)	Skewed
`수(한우)` is highly skewed (γ1 = 38.87400738)	Skewed
`암(육우)` is highly skewed (γ1 = 62.09315186)	Skewed
`수(육우)` is highly skewed (γ1 = 35.14068903)	Skewed
`암(전체)` has 503 (5.0%) zeros	Zeros
`수(전체)` has 2252 (22.5%) zeros	Zeros
`거세(전체)` has 6790 (67.9%) zeros	Zeros
`기타(전체)` has 9017 (90.2%) zeros	Zeros
`계(한우)` has 579 (5.8%) zeros	Zeros
`암(한우)` has 1092 (10.9%) zeros	Zeros
`수(한우)` has 2766 (27.7%) zeros	Zeros
`거세(한우)` has 7005 (70.0%) zeros	Zeros
`기타(한우)` has 9282 (92.8%) zeros	Zeros
`(젖소)` has 9110 (91.1%) zeros	Zeros
`계(육우)` has 9080 (90.8%) zeros	Zeros
`암(육우)` has 9758 (97.6%) zeros	Zeros
`수(육우)` has 9250 (92.5%) zeros	Zeros
`거세(육우)` has 9667 (96.7%) zeros	Zeros
`기타(육우)` has 9718 (97.2%) zeros	Zeros

Reproduction

Analysis started	2024-01-09 19:44:01.500153
Analysis finished	2024-01-09 19:44:28.232618
Duration	26.73 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

소재지
Text

Distinct	9449
Distinct (%)	94.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	32
Median length	26
Mean length	13.4021
Min length	5

Characters and Unicode

Total characters	134021
Distinct characters	452
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8959 ?
Unique (%)	89.6%

Sample

1st row	둔포면 충무로1177번길 29
2nd row	금마면 월암리 630
3rd row	이인면 초봉리 465
4th row	홍북읍 내용길 127
5th row	이인면 검바위로 377-26

Value	Count	Frequency (%)
우성면	282	0.9%
동남구	265	0.9%
홍동면	202	0.7%
이인면	194	0.6%
장곡면	179	0.6%
탄천면	176	0.6%
서북구	175	0.6%
은산면	166	0.5%
신양면	157	0.5%
금마면	154	0.5%
Other values (9752)	28360	93.6%

Most occurring characters

Value	Count	Frequency (%)
	20442	15.3%
면	8476	6.3%
1	7888	5.9%
-	6086	4.5%
2	5635	4.2%
길	5223	3.9%
3	4597	3.4%
4	3946	2.9%
5	3658	2.7%
리	3409	2.5%
Other values (442)	64661	48.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	67386	50.3%
Decimal Number	39886	29.8%
Space Separator	20442	15.3%
Dash Punctuation	6086	4.5%
Open Punctuation	108	0.1%
Close Punctuation	104	0.1%
Other Punctuation	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
면	8476	12.6%
길	5223	7.8%
리	3409	5.1%
로	2940	4.4%
산	2160	3.2%
성	1457	2.2%
읍	1437	2.1%
번	1378	2.0%
동	1366	2.0%
남	1094	1.6%
Other values (426)	38446	57.1%

Decimal Number

Value	Count	Frequency (%)
1	7888	19.8%
2	5635	14.1%
3	4597	11.5%
4	3946	9.9%
5	3658	9.2%
6	3183	8.0%
7	3036	7.6%
8	2739	6.9%
9	2665	6.7%
0	2539	6.4%

Other Punctuation

Value	Count	Frequency (%)
,	6	66.7%
.	3	33.3%

Space Separator

Value	Count	Frequency (%)
	20442	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6086	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	108	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	104	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	67386	50.3%
Common	66635	49.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
면	8476	12.6%
길	5223	7.8%
리	3409	5.1%
로	2940	4.4%
산	2160	3.2%
성	1457	2.2%
읍	1437	2.1%
번	1378	2.0%
동	1366	2.0%
남	1094	1.6%
Other values (426)	38446	57.1%

Common

Value	Count	Frequency (%)
	20442	30.7%
1	7888	11.8%
-	6086	9.1%
2	5635	8.5%
3	4597	6.9%
4	3946	5.9%
5	3658	5.5%
6	3183	4.8%
7	3036	4.6%
8	2739	4.1%
Other values (6)	5425	8.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	67386	50.3%
ASCII	66635	49.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	20442	30.7%
1	7888	11.8%
-	6086	9.1%
2	5635	8.5%
3	4597	6.9%
4	3946	5.9%
5	3658	5.5%
6	3183	4.8%
7	3036	4.6%
8	2739	4.1%
Other values (6)	5425	8.1%

Hangul

Value	Count	Frequency (%)
면	8476	12.6%
길	5223	7.8%
리	3409	5.1%
로	2940	4.4%
산	2160	3.2%
성	1457	2.2%
읍	1437	2.1%
번	1378	2.0%
동	1366	2.0%
남	1094	1.6%
Other values (426)	38446	57.1%

계(전체)
Real number (ℝ)

HIGH CORRELATION

Distinct	361
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.1859

Minimum	1
Maximum	2930
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	7
median	20
Q3	51
95-th percentile	155.05
Maximum	2930
Range	2929
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	75.302421
Coefficient of variation (CV)	1.7436807
Kurtosis	367.91191
Mean	43.1859
Median Absolute Deviation (MAD)	16
Skewness	12.709493
Sum	431859
Variance	5670.4546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	501	5.0%
3	392	3.9%
4	383	3.8%
5	381	3.8%
6	339	3.4%
7	312	3.1%
8	285	2.9%
1	274	2.7%
10	244	2.4%
9	242	2.4%
Other values (351)	6647	66.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	274	2.7%
2	501	5.0%
3	392	3.9%
4	383	3.8%
5	381	3.8%
6	339	3.4%
7	312	3.1%
8	285	2.9%
9	242	2.4%
10	244	2.4%

Value	Count	Frequency (%)
2930	1	< 0.1%
2522	1	< 0.1%
1446	1	< 0.1%
1370	1	< 0.1%
1072	1	< 0.1%
897	1	< 0.1%
762	1	< 0.1%
704	1	< 0.1%
702	1	< 0.1%
699	1	< 0.1%

암(전체)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	253
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.552

Minimum	0
Maximum	1536
Zeros	503
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	14
Q3	35
95-th percentile	104
Maximum	1536
Range	1536
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	47.504511
Coefficient of variation (CV)	1.6637893
Kurtosis	242.02404
Mean	28.552
Median Absolute Deviation (MAD)	11
Skewness	10.368159
Sum	285520
Variance	2256.6786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	539	5.4%
0	503	5.0%
3	474	4.7%
4	474	4.7%
1	447	4.5%
5	407	4.1%
6	369	3.7%
7	320	3.2%
8	286	2.9%
9	251	2.5%
Other values (243)	5930	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	503	5.0%
1	447	4.5%
2	539	5.4%
3	474	4.7%
4	474	4.7%
5	407	4.1%
6	369	3.7%
7	320	3.2%
8	286	2.9%
9	251	2.5%

Value	Count	Frequency (%)
1536	1	< 0.1%
1366	1	< 0.1%
1294	1	< 0.1%
952	1	< 0.1%
677	1	< 0.1%
616	1	< 0.1%
564	1	< 0.1%
468	1	< 0.1%
466	1	< 0.1%
414	1	< 0.1%

수(전체)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	115
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.2727

Minimum	0
Maximum	1143
Zeros	2252
Zeros (%)	22.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	7
95-th percentile	22
Maximum	1143
Range	1143
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	17.321499
Coefficient of variation (CV)	2.7614104
Kurtosis	1934.775
Mean	6.2727
Median Absolute Deviation (MAD)	3
Skewness	33.080272
Sum	62727
Variance	300.03434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2252	22.5%
1	1565	15.7%
2	1088	10.9%
3	860	8.6%
4	639	6.4%
5	533	5.3%
6	429	4.3%
7	317	3.2%
8	272	2.7%
9	237	2.4%
Other values (105)	1808	18.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2252	22.5%
1	1565	15.7%
2	1088	10.9%
3	860	8.6%
4	639	6.4%
5	533	5.3%
6	429	4.3%
7	317	3.2%
8	272	2.7%
9	237	2.4%

Value	Count	Frequency (%)
1143	1	< 0.1%
442	1	< 0.1%
391	1	< 0.1%
249	1	< 0.1%
236	1	< 0.1%
192	1	< 0.1%
187	1	< 0.1%
161	1	< 0.1%
151	1	< 0.1%
149	1	< 0.1%

거세(전체)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	212
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.2016

Minimum	0
Maximum	1392
Zeros	6790
Zeros (%)	67.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	39
Maximum	1392
Range	1392
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	34.619862
Coefficient of variation (CV)	4.2211107
Kurtosis	347.81164
Mean	8.2016
Median Absolute Deviation (MAD)	0
Skewness	13.712563
Sum	82016
Variance	1198.5348
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6790	67.9%
1	385	3.9%
2	288	2.9%
3	236	2.4%
4	167	1.7%
5	153	1.5%
6	134	1.3%
9	109	1.1%
8	97	1.0%
7	95	0.9%
Other values (202)	1546	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6790	67.9%
1	385	3.9%
2	288	2.9%
3	236	2.4%
4	167	1.7%
5	153	1.5%
6	134	1.3%
7	95	0.9%
8	97	1.0%
9	109	1.1%

Value	Count	Frequency (%)
1392	1	< 0.1%
828	1	< 0.1%
622	1	< 0.1%
536	1	< 0.1%
520	1	< 0.1%
509	1	< 0.1%
468	1	< 0.1%
450	1	< 0.1%
448	1	< 0.1%
444	1	< 0.1%

기타(전체)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1596

Minimum	0
Maximum	23
Zeros	9017
Zeros (%)	90.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	23
Range	23
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.73944744
Coefficient of variation (CV)	4.6331293
Kurtosis	269.66536
Mean	0.1596
Median Absolute Deviation (MAD)	0
Skewness	12.837252
Sum	1596
Variance	0.54678252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	9017	90.2%
1	718	7.2%
2	151	1.5%
3	52	0.5%
4	21	0.2%
5	19	0.2%
7	4	< 0.1%
8	3	< 0.1%
10	3	< 0.1%
14	2	< 0.1%
Other values (8)	10	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9017	90.2%
1	718	7.2%
2	151	1.5%
3	52	0.5%
4	21	0.2%
5	19	0.2%
6	2	< 0.1%
7	4	< 0.1%
8	3	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
23	1	< 0.1%
22	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
14	2	< 0.1%
13	1	< 0.1%
12	1	< 0.1%
10	3	< 0.1%
9	2	< 0.1%
8	3	< 0.1%

계(한우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	332
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.0108

Minimum	0
Maximum	2930
Zeros	579
Zeros (%)	5.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	16
Q3	41
95-th percentile	129
Maximum	2930
Range	2930
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	68.340716
Coefficient of variation (CV)	1.9519896
Kurtosis	532.03041
Mean	35.0108
Median Absolute Deviation (MAD)	13
Skewness	15.793096
Sum	350108
Variance	4670.4535
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	579	5.8%
2	523	5.2%
3	413	4.1%
4	388	3.9%
5	384	3.8%
6	347	3.5%
1	326	3.3%
7	315	3.1%
8	294	2.9%
10	244	2.4%
Other values (322)	6187	61.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	579	5.8%
1	326	3.3%
2	523	5.2%
3	413	4.1%
4	388	3.9%
5	384	3.8%
6	347	3.5%
7	315	3.1%
8	294	2.9%
9	238	2.4%

Value	Count	Frequency (%)
2930	1	< 0.1%
2522	1	< 0.1%
1446	1	< 0.1%
1072	1	< 0.1%
885	1	< 0.1%
762	1	< 0.1%
704	1	< 0.1%
701	1	< 0.1%
666	1	< 0.1%
632	1	< 0.1%

암(한우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	231
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.8116

Minimum	0
Maximum	1536
Zeros	1092
Zeros (%)	10.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	11
Q3	28
95-th percentile	85
Maximum	1536
Range	1536
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	41.060871
Coefficient of variation (CV)	1.7999996
Kurtosis	324.71279
Mean	22.8116
Median Absolute Deviation (MAD)	9
Skewness	12.039419
Sum	228116
Variance	1685.9951
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1092	10.9%
2	559	5.6%
3	491	4.9%
1	479	4.8%
4	474	4.7%
5	401	4.0%
6	370	3.7%
7	320	3.2%
8	282	2.8%
11	249	2.5%
Other values (221)	5283	52.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1092	10.9%
1	479	4.8%
2	559	5.6%
3	491	4.9%
4	474	4.7%
5	401	4.0%
6	370	3.7%
7	320	3.2%
8	282	2.8%
9	248	2.5%

Value	Count	Frequency (%)
1536	1	< 0.1%
1294	1	< 0.1%
952	1	< 0.1%
667	1	< 0.1%
616	1	< 0.1%
564	1	< 0.1%
468	1	< 0.1%
465	1	< 0.1%
414	1	< 0.1%
402	1	< 0.1%

수(한우)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	108
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.4723

Minimum	0
Maximum	1143
Zeros	2766
Zeros (%)	27.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	6
95-th percentile	20
Maximum	1143
Range	1143
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	16.076165
Coefficient of variation (CV)	2.9377346
Kurtosis	2555.2996
Mean	5.4723
Median Absolute Deviation (MAD)	2
Skewness	38.874007
Sum	54723
Variance	258.44308
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2766	27.7%
1	1558	15.6%
2	1057	10.6%
3	808	8.1%
4	607	6.1%
5	499	5.0%
6	407	4.1%
7	285	2.9%
8	241	2.4%
9	209	2.1%
Other values (98)	1563	15.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2766	27.7%
1	1558	15.6%
2	1057	10.6%
3	808	8.1%
4	607	6.1%
5	499	5.0%
6	407	4.1%
7	285	2.9%
8	241	2.4%
9	209	2.1%

Value	Count	Frequency (%)
1143	1	< 0.1%
391	1	< 0.1%
236	1	< 0.1%
192	1	< 0.1%
186	1	< 0.1%
161	1	< 0.1%
151	1	< 0.1%
149	1	< 0.1%
144	1	< 0.1%
141	1	< 0.1%

거세(한우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	179
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.631

Minimum	0
Maximum	1392
Zeros	7005
Zeros (%)	70.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	33
Maximum	1392
Range	1392
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	28.860255
Coefficient of variation (CV)	4.3523232
Kurtosis	648.88251
Mean	6.631
Median Absolute Deviation (MAD)	0
Skewness	18.446897
Sum	66310
Variance	832.91433
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7005	70.0%
1	347	3.5%
2	281	2.8%
3	229	2.3%
4	163	1.6%
5	148	1.5%
6	121	1.2%
9	104	1.0%
8	95	0.9%
7	93	0.9%
Other values (169)	1414	14.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7005	70.0%
1	347	3.5%
2	281	2.8%
3	229	2.3%
4	163	1.6%
5	148	1.5%
6	121	1.2%
7	93	0.9%
8	95	0.9%
9	104	1.0%

Value	Count	Frequency (%)
1392	1	< 0.1%
828	1	< 0.1%
520	1	< 0.1%
468	1	< 0.1%
448	1	< 0.1%
402	1	< 0.1%
346	1	< 0.1%
343	1	< 0.1%
340	1	< 0.1%
337	1	< 0.1%

기타(한우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0959

Minimum	0
Maximum	14
Zeros	9282
Zeros (%)	92.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	14
Range	14
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.44330897
Coefficient of variation (CV)	4.622617
Kurtosis	224.01475
Mean	0.0959
Median Absolute Deviation (MAD)	0
Skewness	10.885731
Sum	959
Variance	0.19652284
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	9282	92.8%
1	583	5.8%
2	93	0.9%
3	16	0.2%
4	14	0.1%
5	7	0.1%
13	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9282	92.8%
1	583	5.8%
2	93	0.9%
3	16	0.2%
4	14	0.1%
5	7	0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
13	1	< 0.1%

Value	Count	Frequency (%)
14	1	< 0.1%
13	1	< 0.1%
9	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
5	7	0.1%
4	14	0.1%
3	16	0.2%
2	93	0.9%
1	583	5.8%

(젖소)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	189
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.6467

Minimum	0
Maximum	1225
Zeros	9110
Zeros (%)	91.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	44
Maximum	1225
Range	1225
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	27.399287
Coefficient of variation (CV)	4.8522655
Kurtosis	422.88211
Mean	5.6467
Median Absolute Deviation (MAD)	0
Skewness	13.203655
Sum	56467
Variance	750.72095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9110	91.1%
1	57	0.6%
2	36	0.4%
5	20	0.2%
4	19	0.2%
3	16	0.2%
11	14	0.1%
6	14	0.1%
10	11	0.1%
58	11	0.1%
Other values (179)	692	6.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9110	91.1%
1	57	0.6%
2	36	0.4%
3	16	0.2%
4	19	0.2%
5	20	0.2%
6	14	0.1%
7	8	0.1%
8	10	0.1%
9	7	0.1%

Value	Count	Frequency (%)
1225	1	< 0.1%
411	1	< 0.1%
362	1	< 0.1%
350	1	< 0.1%
324	1	< 0.1%
294	1	< 0.1%
287	1	< 0.1%
269	1	< 0.1%
268	1	< 0.1%
258	1	< 0.1%

계(육우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	133
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5284

Minimum	0
Maximum	689
Zeros	9080
Zeros (%)	90.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6
Maximum	689
Range	689
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	22.408882
Coefficient of variation (CV)	8.8628707
Kurtosis	347.22521
Mean	2.5284
Median Absolute Deviation (MAD)	0
Skewness	16.714752
Sum	25284
Variance	502.15801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9080	90.8%
1	113	1.1%
2	89	0.9%
3	82	0.8%
4	74	0.7%
5	47	0.5%
6	46	0.5%
8	40	0.4%
10	28	0.3%
7	27	0.3%
Other values (123)	374	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9080	90.8%
1	113	1.1%
2	89	0.9%
3	82	0.8%
4	74	0.7%
5	47	0.5%
6	46	0.5%
7	27	0.3%
8	40	0.4%
9	22	0.2%

Value	Count	Frequency (%)
689	1	< 0.1%
642	1	< 0.1%
546	1	< 0.1%
510	1	< 0.1%
478	1	< 0.1%
452	1	< 0.1%
416	1	< 0.1%
414	1	< 0.1%
394	1	< 0.1%
380	1	< 0.1%

암(육우)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0937

Minimum	0
Maximum	141
Zeros	9758
Zeros (%)	97.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	141
Range	141
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.7027067
Coefficient of variation (CV)	18.171897
Kurtosis	4826.8659
Mean	0.0937
Median Absolute Deviation (MAD)	0
Skewness	62.093152
Sum	937
Variance	2.8992102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	9758	97.6%
1	114	1.1%
2	44	0.4%
3	28	0.3%
4	13	0.1%
5	9	0.1%
6	8	0.1%
12	4	< 0.1%
10	4	< 0.1%
13	3	< 0.1%
Other values (9)	15	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9758	97.6%
1	114	1.1%
2	44	0.4%
3	28	0.3%
4	13	0.1%
5	9	0.1%
6	8	0.1%
7	3	< 0.1%
8	2	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
141	1	< 0.1%
55	1	< 0.1%
35	1	< 0.1%
23	1	< 0.1%
19	2	< 0.1%
16	2	< 0.1%
13	3	< 0.1%
12	4	< 0.1%
10	4	< 0.1%
9	2	< 0.1%

수(육우)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	60
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8004

Minimum	0
Maximum	442
Zeros	9250
Zeros (%)	92.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	442
Range	442
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.8552505
Coefficient of variation (CV)	8.5647807
Kurtosis	1913.0797
Mean	0.8004
Median Absolute Deviation (MAD)	0
Skewness	35.140689
Sum	8004
Variance	46.994459
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9250	92.5%
1	107	1.1%
2	91	0.9%
3	84	0.8%
4	55	0.5%
5	51	0.5%
6	46	0.5%
7	31	0.3%
8	31	0.3%
9	26	0.3%
Other values (50)	228	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9250	92.5%
1	107	1.1%
2	91	0.9%
3	84	0.8%
4	55	0.5%
5	51	0.5%
6	46	0.5%
7	31	0.3%
8	31	0.3%
9	26	0.3%

Value	Count	Frequency (%)
442	1	< 0.1%
236	1	< 0.1%
141	1	< 0.1%
125	1	< 0.1%
108	1	< 0.1%
97	1	< 0.1%
96	2	< 0.1%
91	1	< 0.1%
87	1	< 0.1%
77	1	< 0.1%

거세(육우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	105
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5706

Minimum	0
Maximum	622
Zeros	9667
Zeros (%)	96.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	622
Range	622
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	19.128058
Coefficient of variation (CV)	12.178822
Kurtosis	414.29998
Mean	1.5706
Median Absolute Deviation (MAD)	0
Skewness	18.638381
Sum	15706
Variance	365.8826
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9667	96.7%
1	68	0.7%
2	27	0.3%
3	25	0.2%
5	15	0.1%
4	15	0.1%
6	10	0.1%
14	7	0.1%
8	7	0.1%
10	7	0.1%
Other values (95)	152	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9667	96.7%
1	68	0.7%
2	27	0.3%
3	25	0.2%
4	15	0.1%
5	15	0.1%
6	10	0.1%
7	5	0.1%
8	7	0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
622	1	< 0.1%
536	1	< 0.1%
507	1	< 0.1%
450	1	< 0.1%
444	1	< 0.1%
412	1	< 0.1%
392	1	< 0.1%
380	1	< 0.1%
347	1	< 0.1%
338	1	< 0.1%

기타(육우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0637

Minimum	0
Maximum	22
Zeros	9718
Zeros (%)	97.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.58726212
Coefficient of variation (CV)	9.2191856
Kurtosis	550.0405
Mean	0.0637
Median Absolute Deviation (MAD)	0
Skewness	19.89873
Sum	637
Variance	0.3448768
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	9718	97.2%
1	153	1.5%
2	63	0.6%
3	34	0.3%
5	11	0.1%
4	5	0.1%
7	4	< 0.1%
10	3	< 0.1%
9	1	< 0.1%
22	1	< 0.1%
Other values (7)	7	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9718	97.2%
1	153	1.5%
2	63	0.6%
3	34	0.3%
4	5	0.1%
5	11	0.1%
6	1	< 0.1%
7	4	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
22	1	< 0.1%
21	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
12	1	< 0.1%
10	3	< 0.1%
9	1	< 0.1%
8	1	< 0.1%
7	4	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	계(전체)	암(전체)	수(전체)	거세(전체)	기타(전체)	계(한우)	암(한우)	수(한우)	거세(한우)	기타(한우)	(젖소)	계(육우)	암(육우)	수(육우)	거세(육우)	기타(육우)
계(전체)	1.000	0.880	0.777	0.914	0.399	0.996	0.892	0.834	0.760	0.877	0.530	0.458	0.517	0.252	0.402	0.274
암(전체)	0.880	1.000	0.748	0.495	0.517	0.869	0.997	0.790	0.521	0.659	0.630	0.162	0.531	0.125	0.022	0.237
수(전체)	0.777	0.748	1.000	0.512	0.470	0.775	0.788	0.988	0.491	0.570	0.000	0.480	0.000	0.662	0.389	0.423
거세(전체)	0.914	0.495	0.512	1.000	0.259	0.928	0.639	0.660	0.929	0.811	0.000	0.713	0.015	0.101	0.816	0.117
기타(전체)	0.399	0.517	0.470	0.259	1.000	0.361	0.533	0.323	0.260	0.719	0.199	0.448	0.592	0.616	0.307	0.937
계(한우)	0.996	0.869	0.775	0.928	0.361	1.000	0.906	0.840	0.828	0.878	0.000	0.000	0.000	0.000	0.000	0.000
암(한우)	0.892	0.997	0.788	0.639	0.533	0.906	1.000	0.850	0.668	0.744	0.000	0.000	0.000	0.000	0.000	0.000
수(한우)	0.834	0.790	0.988	0.660	0.323	0.840	0.850	1.000	0.645	0.697	0.000	0.000	0.000	0.000	0.000	0.000
거세(한우)	0.760	0.521	0.491	0.929	0.260	0.828	0.668	0.645	1.000	0.638	0.000	0.000	0.000	0.000	0.000	0.000
기타(한우)	0.877	0.659	0.570	0.811	0.719	0.878	0.744	0.697	0.638	1.000	0.000	0.000	0.071	0.000	0.000	0.027
(젖소)	0.530	0.630	0.000	0.000	0.199	0.000	0.000	0.000	0.000	0.000	1.000	0.248	0.863	0.208	0.000	0.275
계(육우)	0.458	0.162	0.480	0.713	0.448	0.000	0.000	0.000	0.000	0.000	0.248	1.000	0.302	0.727	0.924	0.689
암(육우)	0.517	0.531	0.000	0.015	0.592	0.000	0.000	0.000	0.000	0.071	0.863	0.302	1.000	0.085	0.156	0.690
수(육우)	0.252	0.125	0.662	0.101	0.616	0.000	0.000	0.000	0.000	0.000	0.208	0.727	0.085	1.000	0.465	0.718
거세(육우)	0.402	0.022	0.389	0.816	0.307	0.000	0.000	0.000	0.000	0.000	0.000	0.924	0.156	0.465	1.000	0.388
기타(육우)	0.274	0.237	0.423	0.117	0.937	0.000	0.000	0.000	0.000	0.027	0.275	0.689	0.690	0.718	0.388	1.000

Heatmap
Table

	계(전체)	암(전체)	수(전체)	거세(전체)	기타(전체)	계(한우)	암(한우)	수(한우)	거세(한우)	기타(한우)	(젖소)	계(육우)	암(육우)	수(육우)	거세(육우)	기타(육우)
계(전체)	1.000	0.857	0.761	0.510	0.323	0.740	0.625	0.612	0.469	0.256	0.276	0.299	0.161	0.288	0.193	0.195
암(전체)	0.857	1.000	0.719	0.223	0.285	0.636	0.751	0.597	0.222	0.240	0.293	0.238	0.140	0.256	0.065	0.152
수(전체)	0.761	0.719	1.000	0.276	0.257	0.643	0.615	0.880	0.258	0.221	0.122	0.175	0.093	0.216	0.098	0.131
거세(전체)	0.510	0.223	0.276	1.000	0.207	0.474	0.233	0.254	0.951	0.195	-0.004	0.092	0.091	0.031	0.278	0.081
기타(전체)	0.323	0.285	0.257	0.207	1.000	0.147	0.133	0.135	0.152	0.836	0.224	0.278	0.171	0.241	0.227	0.528
계(한우)	0.740	0.636	0.643	0.474	0.147	1.000	0.883	0.798	0.541	0.283	-0.349	-0.306	-0.097	-0.319	-0.126	-0.164
암(한우)	0.625	0.751	0.615	0.233	0.133	0.883	1.000	0.767	0.294	0.266	-0.341	-0.308	-0.102	-0.315	-0.140	-0.165
수(한우)	0.612	0.597	0.880	0.254	0.135	0.798	0.767	1.000	0.302	0.238	-0.237	-0.212	-0.061	-0.215	-0.099	-0.116
거세(한우)	0.469	0.222	0.258	0.951	0.152	0.541	0.294	0.302	1.000	0.206	-0.106	-0.068	0.013	-0.097	0.018	-0.033
기타(한우)	0.256	0.240	0.221	0.195	0.836	0.283	0.266	0.238	0.206	1.000	-0.037	-0.019	0.015	-0.035	0.009	-0.007
(젖소)	0.276	0.293	0.122	-0.004	0.224	-0.349	-0.341	-0.237	-0.106	-0.037	1.000	0.815	0.390	0.820	0.377	0.477
계(육우)	0.299	0.238	0.175	0.092	0.278	-0.306	-0.308	-0.212	-0.068	-0.019	0.815	1.000	0.500	0.898	0.605	0.551
암(육우)	0.161	0.140	0.093	0.091	0.171	-0.097	-0.102	-0.061	0.013	0.015	0.390	0.500	1.000	0.376	0.349	0.306
수(육우)	0.288	0.256	0.216	0.031	0.241	-0.319	-0.315	-0.215	-0.097	-0.035	0.820	0.898	0.376	1.000	0.435	0.504
거세(육우)	0.193	0.065	0.098	0.278	0.227	-0.126	-0.140	-0.099	0.018	0.009	0.377	0.605	0.349	0.435	1.000	0.422
기타(육우)	0.195	0.152	0.131	0.081	0.528	-0.164	-0.165	-0.116	-0.033	-0.007	0.477	0.551	0.306	0.504	0.422	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	소재지	계(전체)	암(전체)	수(전체)	거세(전체)	기타(전체)	계(한우)	암(한우)	수(한우)	거세(한우)	(젖소)	계(육우)	수(육우)	기타(육우)
3024	둔포면 충무로1177번길 29	22	16	6	0	0	22	16	6	0	0	0	0	0
9438	금마면 월암리 630	64	62	2	0	0	4	3	1	0	59	1	1	0
1844	이인면 초봉리 465	20	18	2	0	0	20	18	2	0	0	0	0	0
10237	홍북읍 내용길 127	25	22	3	0	0	25	22	3	0	0	0	0	0
1849	이인면 검바위로 377-26	38	25	3	10	0	38	25	3	10	0	0	0	0
9136	광천읍 운용리 164	65	57	5	3	0	65	57	5	3	0	0	0	0
6923	은산면 내대로130번길 13	1	1	0	0	0	1	1	0	0	0	0	0	0
452	서북구 성환읍 어룡2길 55-28	36	27	8	0	1	35	27	8	0	0	1	0	1
11144	삽교읍 상하벚꽃길 53	11	9	2	0	0	11	9	2	0	0	0	0	0
6141	남이면 휴양림로 502-20	2	2	0	0	0	2	2	0	0	0	0	0	0

	소재지	계(전체)	암(전체)	수(전체)	거세(전체)	기타(전체)	계(한우)	암(한우)	수(한우)	거세(한우)	기타(한우)	(젖소)	계(육우)	수(육우)	거세(육우)
12028	태안읍 도내리 595-4	64	60	3	1	0	0	0	0	0	0	60	4	3	1
8598	청남면 지곡리 700-4	48	39	9	0	0	48	39	9	0	0	0	0	0	0
3113	선장면 궁평리 94	18	17	1	0	0	4	3	1	0	0	14	0	0	0
10180	홍동면 홍원리 749-1	38	23	2	13	0	38	23	2	13	0	0	0	0	0
11275	신암면 조곡예림길 317-49	43	36	7	0	0	43	36	7	0	0	0	0	0	0
8495	정산면 역말길 139-64	9	9	0	0	0	9	9	0	0	0	0	0	0	0
5927	합덕읍 내동로 297-5	18	12	1	5	0	18	12	1	5	0	0	0	0	0
10077	홍동면 홍장북로 55-8	26	19	5	2	0	26	19	5	2	0	0	0	0	0
2562	주산면 주야리 23-7	85	68	7	9	1	85	68	7	9	1	0	0	0	0
2197	남포면 달산리 369	97	27	2	68	0	97	27	2	68	0	0	0	0	0

Most frequently occurring

	소재지	계(전체)	암(전체)	수(전체)	거세(전체)	계(한우)	암(한우)	수(한우)	거세(한우)	# duplicates
0	금산읍 상어동길 23-8	2	2	0	0	2	2	0	0	2
1	우성면 옥성길 483-43	44	0	0	44	44	0	0	44	2
2	유구읍 옥화동길 4	1	0	1	0	1	0	1	0	2
3	정산면 충신길 20	2	2	0	0	2	2	0	0	2
4	태안읍 상도로 562-17	2	2	0	0	2	2	0	0	2
5	판교면 대백제로2105번길 74-3	13	11	2	0	13	11	2	0	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring