gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	235
Duplicate rows (%)	2.4%
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)충남도 내 한우, 육우, 젖소 사육농가 수 및 한우, 젖소, 육우 사육두수농가 호수 등
Author	충청남도
URL	https://www.data.go.kr/data/15040671/fileData.do

Alerts

Dataset has 235 (2.4%) 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 3 other fields	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 = 39.35064648)	Skewed
`수(한우)` is highly skewed (γ1 = 44.63690485)	Skewed
`거세(한우)` is highly skewed (γ1 = 20.20253422)	Skewed
`암(육우)` is highly skewed (γ1 = 26.58589722)	Skewed
`거세(육우)` is highly skewed (γ1 = 20.02164001)	Skewed
`기타(육우)` is highly skewed (γ1 = 20.66210182)	Skewed
`암(전체)` has 523 (5.2%) zeros	Zeros
`수(전체)` has 2546 (25.5%) zeros	Zeros
`거세(전체)` has 6720 (67.2%) zeros	Zeros
`기타(전체)` has 9048 (90.5%) zeros	Zeros
`계(한우)` has 583 (5.8%) zeros	Zeros
`암(한우)` has 1114 (11.1%) zeros	Zeros
`수(한우)` has 3063 (30.6%) zeros	Zeros
`거세(한우)` has 6951 (69.5%) zeros	Zeros
`기타(한우)` has 9312 (93.1%) zeros	Zeros
`(젖소)` has 9123 (91.2%) zeros	Zeros
`계(육우)` has 9079 (90.8%) zeros	Zeros
`암(육우)` has 9759 (97.6%) zeros	Zeros
`수(육우)` has 9253 (92.5%) zeros	Zeros
`거세(육우)` has 9642 (96.4%) zeros	Zeros
`기타(육우)` has 9716 (97.2%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 12:46:52.430035
Analysis finished	2024-03-14 12:47:56.561901
Duration	1 minute and 4.13 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

소재지
Text

Distinct	3078
Distinct (%)	30.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	17
Median length	17
Mean length	16.9982
Min length	15

Characters and Unicode

Total characters	169982
Distinct characters	433
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	1566 ?
Unique (%)	15.7%

Sample

1st row	(지번) 충청남도 공주시 이인면
2nd row	충청남도 예산군 신양면 예당남로
3rd row	충청남도 천안시 동남구 풍세면
4th row	(지번) 충청남도 아산시 둔포면
5th row	충청남도 예산군 삽교읍 두리별리

Value	Count	Frequency (%)
충청남도	10000	24.9%
지번	3195	8.0%
홍성군	1394	3.5%
공주시	1367	3.4%
예산군	1096	2.7%
부여군	864	2.2%
청양군	752	1.9%
서산시	729	1.8%
당진시	692	1.7%
논산시	652	1.6%
Other values (2891)	19363	48.3%

Most occurring characters

Value	Count	Frequency (%)
	32759	19.3%
청	11082	6.5%
남	11034	6.5%
충	10302	6.1%
도	10233	6.0%
면	8430	5.0%
시	5215	3.1%
군	5051	3.0%
산	4896	2.9%
지	3490	2.1%
Other values (423)	67490	39.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	128722	75.7%
Space Separator	32759	19.3%
Open Punctuation	3203	1.9%
Close Punctuation	3195	1.9%
Decimal Number	2045	1.2%
Dash Punctuation	56	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
청	11082	8.6%
남	11034	8.6%
충	10302	8.0%
도	10233	7.9%
면	8430	6.5%
시	5215	4.1%
군	5051	3.9%
산	4896	3.8%
지	3490	2.7%
번	3200	2.5%
Other values (408)	55789	43.3%

Decimal Number

Value	Count	Frequency (%)
1	670	32.8%
2	448	21.9%
3	233	11.4%
4	197	9.6%
5	136	6.7%
6	96	4.7%
8	89	4.4%
7	78	3.8%
9	70	3.4%
0	28	1.4%

Space Separator

Value	Count	Frequency (%)
	32759	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3203	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3195	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	56	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	128722	75.7%
Common	41260	24.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
청	11082	8.6%
남	11034	8.6%
충	10302	8.0%
도	10233	7.9%
면	8430	6.5%
시	5215	4.1%
군	5051	3.9%
산	4896	3.8%
지	3490	2.7%
번	3200	2.5%
Other values (408)	55789	43.3%

Common

Value	Count	Frequency (%)
	32759	79.4%
(	3203	7.8%
)	3195	7.7%
1	670	1.6%
2	448	1.1%
3	233	0.6%
4	197	0.5%
5	136	0.3%
6	96	0.2%
8	89	0.2%
Other values (5)	234	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	128722	75.7%
ASCII	41260	24.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	32759	79.4%
(	3203	7.8%
)	3195	7.7%
1	670	1.6%
2	448	1.1%
3	233	0.6%
4	197	0.5%
5	136	0.3%
6	96	0.2%
8	89	0.2%
Other values (5)	234	0.6%

Hangul

Value	Count	Frequency (%)
청	11082	8.6%
남	11034	8.6%
충	10302	8.0%
도	10233	7.9%
면	8430	6.5%
시	5215	4.1%
군	5051	3.9%
산	4896	3.8%
지	3490	2.7%
번	3200	2.5%
Other values (408)	55789	43.3%

계(전체)
Real number (ℝ)

HIGH CORRELATION

Distinct	359
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.555

Minimum	1
Maximum	2873
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	50
95-th percentile	154
Maximum	2873
Range	2872
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	75.849241
Coefficient of variation (CV)	1.7823814
Kurtosis	347.24225
Mean	42.555
Median Absolute Deviation (MAD)	16
Skewness	12.517272
Sum	425550
Variance	5753.1073
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	478	4.8%
3	449	4.5%
4	391	3.9%
5	372	3.7%
6	359	3.6%
7	317	3.2%
1	299	3.0%
8	281	2.8%
10	256	2.6%
9	255	2.5%
Other values (349)	6543	65.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	299	3.0%
2	478	4.8%
3	449	4.5%
4	391	3.9%
5	372	3.7%
6	359	3.6%
7	317	3.2%
8	281	2.8%
9	255	2.5%
10	256	2.6%

Value	Count	Frequency (%)
2873	1	< 0.1%
2525	1	< 0.1%
1441	1	< 0.1%
1229	1	< 0.1%
1189	1	< 0.1%
1113	1	< 0.1%
1102	1	< 0.1%
875	1	< 0.1%
754	1	< 0.1%
696	1	< 0.1%

암(전체)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	258
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.5468

Minimum	0
Maximum	1521
Zeros	523
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	13
Q3	35
95-th percentile	105
Maximum	1521
Range	1521
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	49.042876
Coefficient of variation (CV)	1.7179816
Kurtosis	211.68439
Mean	28.5468
Median Absolute Deviation (MAD)	11
Skewness	10.114111
Sum	285468
Variance	2405.2037
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	571	5.7%
0	523	5.2%
3	486	4.9%
4	456	4.6%
1	424	4.2%
5	421	4.2%
6	385	3.9%
7	310	3.1%
8	301	3.0%
9	292	2.9%
Other values (248)	5831	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	523	5.2%
1	424	4.2%
2	571	5.7%
3	486	4.9%
4	456	4.6%
5	421	4.2%
6	385	3.9%
7	310	3.1%
8	301	3.0%
9	292	2.9%

Value	Count	Frequency (%)
1521	1	< 0.1%
1300	1	< 0.1%
1108	1	< 0.1%
1030	1	< 0.1%
990	1	< 0.1%
953	1	< 0.1%
665	1	< 0.1%
596	1	< 0.1%
586	1	< 0.1%
553	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	5.8835

Minimum	0
Maximum	1292
Zeros	2546
Zeros (%)	25.5%
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	22
Maximum	1292
Range	1292
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	17.987298
Coefficient of variation (CV)	3.0572445
Kurtosis	2638.4459
Mean	5.8835
Median Absolute Deviation (MAD)	2
Skewness	39.350646
Sum	58835
Variance	323.54288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2546	25.5%
1	1628	16.3%
2	1143	11.4%
3	818	8.2%
4	591	5.9%
5	490	4.9%
6	390	3.9%
7	336	3.4%
8	255	2.5%
10	185	1.8%
Other values (105)	1618	16.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2546	25.5%
1	1628	16.3%
2	1143	11.4%
3	818	8.2%
4	591	5.9%
5	490	4.9%
6	390	3.9%
7	336	3.4%
8	255	2.5%
9	181	1.8%

Value	Count	Frequency (%)
1292	1	< 0.1%
303	1	< 0.1%
228	1	< 0.1%
207	1	< 0.1%
192	1	< 0.1%
191	1	< 0.1%
181	1	< 0.1%
179	1	< 0.1%
175	1	< 0.1%
169	1	< 0.1%

거세(전체)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	208
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.9634

Minimum	0
Maximum	1438
Zeros	6720
Zeros (%)	67.2%
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	1438
Range	1438
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	33.980988
Coefficient of variation (CV)	4.2671457
Kurtosis	438.49643
Mean	7.9634
Median Absolute Deviation (MAD)	0
Skewness	15.379203
Sum	79634
Variance	1154.7075
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6720	67.2%
1	406	4.1%
2	312	3.1%
3	220	2.2%
4	198	2.0%
5	173	1.7%
6	125	1.2%
7	107	1.1%
8	96	1.0%
10	93	0.9%
Other values (198)	1550	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6720	67.2%
1	406	4.1%
2	312	3.1%
3	220	2.2%
4	198	2.0%
5	173	1.7%
6	125	1.2%
7	107	1.1%
8	96	1.0%
9	92	0.9%

Value	Count	Frequency (%)
1438	1	< 0.1%
988	1	< 0.1%
647	1	< 0.1%
503	1	< 0.1%
475	1	< 0.1%
449	1	< 0.1%
446	1	< 0.1%
418	1	< 0.1%
405	1	< 0.1%
400	1	< 0.1%

기타(전체)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1613

Minimum	0
Maximum	28
Zeros	9048
Zeros (%)	90.5%
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	1
Maximum	28
Range	28
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.78685718
Coefficient of variation (CV)	4.8782218
Kurtosis	300.651
Mean	0.1613
Median Absolute Deviation (MAD)	0
Skewness	13.617443
Sum	1613
Variance	0.61914422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	9048	90.5%
1	678	6.8%
2	156	1.6%
3	53	0.5%
4	24	0.2%
5	14	0.1%
7	6	0.1%
14	5	0.1%
9	4	< 0.1%
6	3	< 0.1%
Other values (7)	9	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9048	90.5%
1	678	6.8%
2	156	1.6%
3	53	0.5%
4	24	0.2%
5	14	0.1%
6	3	< 0.1%
7	6	0.1%
8	1	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
28	1	< 0.1%
19	1	< 0.1%
16	2	< 0.1%
14	5	0.1%
13	1	< 0.1%
11	2	< 0.1%
10	1	< 0.1%
9	4	< 0.1%
8	1	< 0.1%
7	6	0.1%

계(한우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	322
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.5053

Minimum	0
Maximum	2873
Zeros	583
Zeros (%)	5.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	15
Q3	40
95-th percentile	127
Maximum	2873
Range	2873
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	69.747263
Coefficient of variation (CV)	2.0213493
Kurtosis	484.70962
Mean	34.5053
Median Absolute Deviation (MAD)	12
Skewness	15.404016
Sum	345053
Variance	4864.6806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	583	5.8%
2	506	5.1%
3	467	4.7%
4	401	4.0%
5	372	3.7%
6	368	3.7%
1	339	3.4%
7	318	3.2%
8	290	2.9%
10	257	2.6%
Other values (312)	6099	61.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	583	5.8%
1	339	3.4%
2	506	5.1%
3	467	4.7%
4	401	4.0%
5	372	3.7%
6	368	3.7%
7	318	3.2%
8	290	2.9%
9	252	2.5%

Value	Count	Frequency (%)
2873	1	< 0.1%
2525	1	< 0.1%
1441	1	< 0.1%
1229	1	< 0.1%
1188	1	< 0.1%
1102	1	< 0.1%
863	1	< 0.1%
754	1	< 0.1%
695	1	< 0.1%
674	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	22.7719

Minimum	0
Maximum	1521
Zeros	1114
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	10
Q3	27
95-th percentile	84
Maximum	1521
Range	1521
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	43.50522
Coefficient of variation (CV)	1.9104783
Kurtosis	308.41853
Mean	22.7719
Median Absolute Deviation (MAD)	9
Skewness	12.556916
Sum	227719
Variance	1892.7041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1114	11.1%
2	590	5.9%
3	497	5.0%
1	454	4.5%
4	451	4.5%
5	422	4.2%
6	383	3.8%
7	310	3.1%
8	299	3.0%
9	292	2.9%
Other values (221)	5188	51.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1114	11.1%
1	454	4.5%
2	590	5.9%
3	497	5.0%
4	451	4.5%
5	422	4.2%
6	383	3.8%
7	310	3.1%
8	299	3.0%
9	292	2.9%

Value	Count	Frequency (%)
1521	1	< 0.1%
1300	1	< 0.1%
1030	1	< 0.1%
989	1	< 0.1%
953	1	< 0.1%
655	1	< 0.1%
596	1	< 0.1%
586	1	< 0.1%
553	1	< 0.1%
519	1	< 0.1%

수(한우)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	109
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.0518

Minimum	0
Maximum	1292
Zeros	3063
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	5
95-th percentile	19
Maximum	1292
Range	1292
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	17.179745
Coefficient of variation (CV)	3.4007175
Kurtosis	3173.8315
Mean	5.0518
Median Absolute Deviation (MAD)	2
Skewness	44.636905
Sum	50518
Variance	295.14363
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3063	30.6%
1	1625	16.2%
2	1128	11.3%
3	771	7.7%
4	567	5.7%
5	448	4.5%
6	354	3.5%
7	304	3.0%
8	240	2.4%
9	162	1.6%
Other values (99)	1338	13.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3063	30.6%
1	1625	16.2%
2	1128	11.3%
3	771	7.7%
4	567	5.7%
5	448	4.5%
6	354	3.5%
7	304	3.0%
8	240	2.4%
9	162	1.6%

Value	Count	Frequency (%)
1292	1	< 0.1%
303	1	< 0.1%
228	1	< 0.1%
192	1	< 0.1%
179	1	< 0.1%
175	1	< 0.1%
169	1	< 0.1%
167	1	< 0.1%
166	1	< 0.1%
160	1	< 0.1%

거세(한우)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	181
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5875

Minimum	0
Maximum	1438
Zeros	6951
Zeros (%)	69.5%
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	34
Maximum	1438
Range	1438
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	29.19082
Coefficient of variation (CV)	4.431244
Kurtosis	751.09128
Mean	6.5875
Median Absolute Deviation (MAD)	0
Skewness	20.202534
Sum	65875
Variance	852.10395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6951	69.5%
1	363	3.6%
2	296	3.0%
3	214	2.1%
4	188	1.9%
5	167	1.7%
6	111	1.1%
7	98	1.0%
8	94	0.9%
10	87	0.9%
Other values (171)	1431	14.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6951	69.5%
1	363	3.6%
2	296	3.0%
3	214	2.1%
4	188	1.9%
5	167	1.7%
6	111	1.1%
7	98	1.0%
8	94	0.9%
9	86	0.9%

Value	Count	Frequency (%)
1438	1	< 0.1%
988	1	< 0.1%
475	1	< 0.1%
446	1	< 0.1%
405	1	< 0.1%
400	1	< 0.1%
396	1	< 0.1%
393	1	< 0.1%
363	1	< 0.1%
343	1	< 0.1%

기타(한우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0941

Minimum	0
Maximum	16
Zeros	9312
Zeros (%)	93.1%
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	1
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.46504496
Coefficient of variation (CV)	4.9420294
Kurtosis	335.33822
Mean	0.0941
Median Absolute Deviation (MAD)	0
Skewness	13.508771
Sum	941
Variance	0.21626682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	9312	93.1%
1	548	5.5%
2	96	1.0%
3	23	0.2%
4	10	0.1%
5	5	0.1%
14	2	< 0.1%
7	2	< 0.1%
9	1	< 0.1%
16	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9312	93.1%
1	548	5.5%
2	96	1.0%
3	23	0.2%
4	10	0.1%
5	5	0.1%
7	2	< 0.1%
9	1	< 0.1%
14	2	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
16	1	< 0.1%
14	2	< 0.1%
9	1	< 0.1%
7	2	< 0.1%
5	5	0.1%
4	10	0.1%
3	23	0.2%
2	96	1.0%
1	548	5.5%
0	9312	93.1%

(젖소)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	187
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.6921

Minimum	0
Maximum	1096
Zeros	9123
Zeros (%)	91.2%
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	45
Maximum	1096
Range	1096
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	26.963987
Coefficient of variation (CV)	4.7370895
Kurtosis	297.66989
Mean	5.6921
Median Absolute Deviation (MAD)	0
Skewness	11.133391
Sum	56921
Variance	727.0566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9123	91.2%
1	54	0.5%
2	32	0.3%
3	25	0.2%
10	17	0.2%
4	15	0.1%
5	14	0.1%
49	13	0.1%
6	12	0.1%
71	11	0.1%
Other values (177)	684	6.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9123	91.2%
1	54	0.5%
2	32	0.3%
3	25	0.2%
4	15	0.1%
5	14	0.1%
6	12	0.1%
7	9	0.1%
8	7	0.1%
9	9	0.1%

Value	Count	Frequency (%)
1096	1	< 0.1%
398	1	< 0.1%
353	1	< 0.1%
301	1	< 0.1%
299	1	< 0.1%
287	1	< 0.1%
279	1	< 0.1%
272	1	< 0.1%
270	1	< 0.1%
263	1	< 0.1%

계(육우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	124
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3576

Minimum	0
Maximum	667
Zeros	9079
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	7
Maximum	667
Range	667
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	20.057656
Coefficient of variation (CV)	8.5076585
Kurtosis	347.56419
Mean	2.3576
Median Absolute Deviation (MAD)	0
Skewness	16.679943
Sum	23576
Variance	402.30955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9079	90.8%
1	110	1.1%
3	74	0.7%
2	71	0.7%
4	62	0.6%
5	55	0.5%
6	46	0.5%
7	42	0.4%
8	31	0.3%
12	26	0.3%
Other values (114)	404	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9079	90.8%
1	110	1.1%
2	71	0.7%
3	74	0.7%
4	62	0.6%
5	55	0.5%
6	46	0.5%
7	42	0.4%
8	31	0.3%
9	26	0.3%

Value	Count	Frequency (%)
667	1	< 0.1%
505	1	< 0.1%
470	1	< 0.1%
449	1	< 0.1%
392	1	< 0.1%
380	1	< 0.1%
372	1	< 0.1%
366	1	< 0.1%
350	1	< 0.1%
347	1	< 0.1%

암(육우)
Real number (ℝ)

SKEWED ZEROS

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.083

Minimum	0
Maximum	44
Zeros	9759
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	44
Range	44
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.98944879
Coefficient of variation (CV)	11.92107
Kurtosis	952.87545
Mean	0.083
Median Absolute Deviation (MAD)	0
Skewness	26.585897
Sum	830
Variance	0.9790089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	9759	97.6%
1	117	1.2%
2	37	0.4%
3	29	0.3%
4	14	0.1%
6	9	0.1%
5	7	0.1%
7	6	0.1%
9	3	< 0.1%
13	3	< 0.1%
Other values (13)	16	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9759	97.6%
1	117	1.2%
2	37	0.4%
3	29	0.3%
4	14	0.1%
5	7	0.1%
6	9	0.1%
7	6	0.1%
8	2	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
44	1	< 0.1%
43	1	< 0.1%
33	1	< 0.1%
22	1	< 0.1%
18	2	< 0.1%
17	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
13	3	< 0.1%

수(육우)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	63
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8317

Minimum	0
Maximum	203
Zeros	9253
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	203
Range	203
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.7978735
Coefficient of variation (CV)	6.9711115
Kurtosis	480.72353
Mean	0.8317
Median Absolute Deviation (MAD)	0
Skewness	18.257006
Sum	8317
Variance	33.615337
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9253	92.5%
1	110	1.1%
3	72	0.7%
2	70	0.7%
5	59	0.6%
6	44	0.4%
4	43	0.4%
7	35	0.4%
8	31	0.3%
10	23	0.2%
Other values (53)	260	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9253	92.5%
1	110	1.1%
2	70	0.7%
3	72	0.7%
4	43	0.4%
5	59	0.6%
6	44	0.4%
7	35	0.4%
8	31	0.3%
9	20	0.2%

Value	Count	Frequency (%)
203	1	< 0.1%
191	1	< 0.1%
176	1	< 0.1%
160	1	< 0.1%
120	1	< 0.1%
115	1	< 0.1%
110	1	< 0.1%
106	1	< 0.1%
82	1	< 0.1%
80	1	< 0.1%

거세(육우)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	94
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3759

Minimum	0
Maximum	647
Zeros	9642
Zeros (%)	96.4%
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	647
Range	647
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	17.447689
Coefficient of variation (CV)	12.680928
Kurtosis	488.34487
Mean	1.3759
Median Absolute Deviation (MAD)	0
Skewness	20.02164
Sum	13759
Variance	304.42184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9642	96.4%
1	85	0.9%
2	35	0.4%
3	24	0.2%
4	18	0.2%
5	17	0.2%
6	16	0.2%
10	6	0.1%
8	6	0.1%
9	6	0.1%
Other values (84)	145	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9642	96.4%
1	85	0.9%
2	35	0.4%
3	24	0.2%
4	18	0.2%
5	17	0.2%
6	16	0.2%
7	5	0.1%
8	6	0.1%
9	6	0.1%

Value	Count	Frequency (%)
647	1	< 0.1%
503	1	< 0.1%
449	1	< 0.1%
418	1	< 0.1%
392	1	< 0.1%
369	1	< 0.1%
366	1	< 0.1%
333	2	< 0.1%
300	1	< 0.1%
290	1	< 0.1%

기타(육우)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.067

Minimum	0
Maximum	28
Zeros	9716
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	28
Range	28
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.62269557
Coefficient of variation (CV)	9.2939638
Kurtosis	629.13016
Mean	0.067
Median Absolute Deviation (MAD)	0
Skewness	20.662102
Sum	670
Variance	0.38774977
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	9716	97.2%
1	147	1.5%
2	71	0.7%
3	27	0.3%
4	11	0.1%
5	9	0.1%
6	3	< 0.1%
12	2	< 0.1%
8	2	< 0.1%
9	2	< 0.1%
Other values (7)	10	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9716	97.2%
1	147	1.5%
2	71	0.7%
3	27	0.3%
4	11	0.1%
5	9	0.1%
6	3	< 0.1%
7	2	< 0.1%
8	2	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
28	1	< 0.1%
17	1	< 0.1%
16	1	< 0.1%
14	2	< 0.1%
12	2	< 0.1%
11	2	< 0.1%
10	1	< 0.1%
9	2	< 0.1%
8	2	< 0.1%
7	2	< 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	0.921	0.928	0.825	0.543	0.998	0.974	0.934	0.831	0.857	0.477	0.394	0.421	0.222	0.366	0.270
암(전체)	0.921	1.000	0.791	0.640	0.426	0.919	0.983	0.806	0.709	0.770	0.770	0.123	0.348	0.248	0.120	0.139
수(전체)	0.928	0.791	1.000	0.180	0.379	0.931	0.927	0.999	0.191	0.505	0.000	0.180	0.179	0.388	0.107	0.289
거세(전체)	0.825	0.640	0.180	1.000	0.288	0.801	0.636	0.205	0.935	0.636	0.000	0.771	0.031	0.184	0.778	0.084
기타(전체)	0.543	0.426	0.379	0.288	1.000	0.505	0.561	0.234	0.293	0.802	0.147	0.459	0.799	0.687	0.349	0.989
계(한우)	0.998	0.919	0.931	0.801	0.505	1.000	0.982	0.941	0.838	0.869	0.000	0.000	0.234	0.000	0.000	0.000
암(한우)	0.974	0.983	0.927	0.636	0.561	0.982	1.000	0.936	0.663	0.898	0.000	0.000	0.333	0.000	0.000	0.000
수(한우)	0.934	0.806	0.999	0.205	0.234	0.941	0.936	1.000	0.219	0.534	0.000	0.000	0.081	0.000	0.000	0.000
거세(한우)	0.831	0.709	0.191	0.935	0.293	0.838	0.663	0.219	1.000	0.663	0.000	0.000	0.000	0.000	0.000	0.000
기타(한우)	0.857	0.770	0.505	0.636	0.802	0.869	0.898	0.534	0.663	1.000	0.000	0.000	0.249	0.000	0.000	0.098
(젖소)	0.477	0.770	0.000	0.000	0.147	0.000	0.000	0.000	0.000	0.000	1.000	0.148	0.262	0.420	0.000	0.185
계(육우)	0.394	0.123	0.180	0.771	0.459	0.000	0.000	0.000	0.000	0.000	0.148	1.000	0.311	0.769	0.975	0.510
암(육우)	0.421	0.348	0.179	0.031	0.799	0.234	0.333	0.081	0.000	0.249	0.262	0.311	1.000	0.277	0.233	0.832
수(육우)	0.222	0.248	0.388	0.184	0.687	0.000	0.000	0.000	0.000	0.000	0.420	0.769	0.277	1.000	0.607	0.709
거세(육우)	0.366	0.120	0.107	0.778	0.349	0.000	0.000	0.000	0.000	0.000	0.000	0.975	0.233	0.607	1.000	0.381
기타(육우)	0.270	0.139	0.289	0.084	0.989	0.000	0.000	0.000	0.000	0.098	0.185	0.510	0.832	0.709	0.381	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	0.859	0.744	0.510	0.325	0.737	0.622	0.593	0.469	0.253	0.283	0.303	0.163	0.290	0.195	0.203
암(전체)	0.859	1.000	0.698	0.226	0.290	0.632	0.749	0.565	0.222	0.241	0.300	0.242	0.145	0.270	0.075	0.161
수(전체)	0.744	0.698	1.000	0.259	0.263	0.600	0.561	0.871	0.239	0.214	0.169	0.204	0.103	0.248	0.105	0.151
거세(전체)	0.510	0.226	0.259	1.000	0.207	0.477	0.236	0.245	0.952	0.194	-0.006	0.094	0.099	0.022	0.277	0.087
기타(전체)	0.325	0.290	0.263	0.207	1.000	0.145	0.133	0.135	0.151	0.832	0.230	0.282	0.200	0.250	0.223	0.540
계(한우)	0.737	0.632	0.600	0.477	0.145	1.000	0.882	0.769	0.547	0.284	-0.347	-0.306	-0.092	-0.321	-0.131	-0.158
암(한우)	0.622	0.749	0.561	0.236	0.133	0.882	1.000	0.727	0.300	0.270	-0.338	-0.310	-0.097	-0.317	-0.148	-0.161
수(한우)	0.593	0.565	0.871	0.245	0.135	0.769	0.727	1.000	0.290	0.235	-0.222	-0.201	-0.053	-0.204	-0.092	-0.106
거세(한우)	0.469	0.222	0.239	0.952	0.151	0.547	0.300	0.290	1.000	0.204	-0.113	-0.070	0.012	-0.101	0.018	-0.029
기타(한우)	0.253	0.241	0.214	0.194	0.832	0.284	0.270	0.235	0.204	1.000	-0.027	-0.019	0.034	-0.034	0.010	0.002
(젖소)	0.283	0.300	0.169	-0.006	0.230	-0.347	-0.338	-0.222	-0.113	-0.027	1.000	0.819	0.399	0.844	0.388	0.473
계(육우)	0.303	0.242	0.204	0.094	0.282	-0.306	-0.310	-0.201	-0.070	-0.019	0.819	1.000	0.499	0.895	0.624	0.553
암(육우)	0.163	0.145	0.103	0.099	0.200	-0.092	-0.097	-0.053	0.012	0.034	0.399	0.499	1.000	0.386	0.367	0.338
수(육우)	0.290	0.270	0.248	0.022	0.250	-0.321	-0.317	-0.204	-0.101	-0.034	0.844	0.895	0.386	1.000	0.432	0.514
거세(육우)	0.195	0.075	0.105	0.277	0.223	-0.131	-0.148	-0.092	0.018	0.010	0.388	0.624	0.367	0.432	1.000	0.412
기타(육우)	0.203	0.161	0.151	0.087	0.540	-0.158	-0.161	-0.106	-0.029	0.002	0.473	0.553	0.338	0.514	0.412	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)	계(한우)	암(한우)	수(한우)	거세(한우)	(젖소)	계(육우)	수(육우)
1086	(지번) 충청남도 공주시 이인면	18	2	0	16	18	2	0	16	0	0	0
8195	충청남도 예산군 신양면 예당남로	4	2	2	0	4	2	2	0	0	0	0
8814	충청남도 천안시 동남구 풍세면	43	30	2	11	43	30	2	11	0	0	0
6733	(지번) 충청남도 아산시 둔포면	65	56	9	0	65	56	9	0	0	0	0
7994	충청남도 예산군 삽교읍 두리별리	162	157	5	0	0	0	0	0	157	5	5
10219	충청남도 태안군 태안읍 지막골길	3	3	0	0	3	3	0	0	0	0	0
10921	충청남도 홍성군 금마면 봉수산로	44	30	6	8	44	30	6	8	0	0	0
2584	충청남도 논산시 연산면 관창로	142	67	16	59	142	67	16	59	0	0	0
1971	충청남도 논산시 가야곡면 원앙종	4	4	0	0	4	4	0	0	0	0	0
11147	(지번) 충청남도 홍성군 은하면	8	8	0	0	8	8	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)
3737	(지번) 충청남도 보령시 웅천읍	40	33	4	2	1	40	33	4	2	1
10665	충청남도 홍성군 구항면 내포로6	67	57	10	0	0	67	57	10	0	0
4799	(지번) 충청남도 부여군 은산면	24	18	6	0	0	24	18	6	0	0
1979	충청남도 논산시 광석면 갈산길	150	0	150	0	0	150	0	150	0	0
7965	(지번) 충청남도 예산군 삽교읍	17	12	5	0	0	17	12	5	0	0
6222	(지번) 충청남도 서천군 마산면	58	53	5	0	0	58	53	5	0	0
4892	(지번) 충청남도 부여군 은산면	22	19	3	0	0	22	19	3	0	0
8415	(지번) 충청남도 예산군 오가면	45	23	22	0	0	45	23	22	0	0
9796	충청남도 청양군 청남면 명덕로	1	1	0	0	0	1	1	0	0	0
8383	(지번) 충청남도 예산군 오가면	16	14	2	0	0	16	14	2	0	0

Most frequently occurring

	소재지	계(전체)	암(전체)	수(전체)	계(한우)	암(한우)	수(한우)	# duplicates
114	(지번) 충청남도 청양군 장평면	2	2	0	2	2	0	5
25	(지번) 충청남도 공주시 이인면	5	5	0	5	5	0	4
60	(지번) 충청남도 부여군 은산면	3	3	0	3	3	0	4
100	(지번) 충청남도 예산군 오가면	2	2	0	2	2	0	4
103	(지번) 충청남도 청양군 남양면	2	2	0	2	2	0	4
224	충청남도 홍성군 은하면 홍남로7	4	4	0	4	4	0	4
7	(지번) 충청남도 공주시 우성면	2	1	1	2	1	1	3
16	(지번) 충청남도 공주시 유구읍	2	2	0	2	2	0	3
18	(지번) 충청남도 공주시 유구읍	4	4	0	4	4	0	3
19	(지번) 충청남도 공주시 유구읍	5	5	0	5	5	0	3

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Other 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