gimi9 Pandas Profiling

Dataset statistics

Number of variables	53
Number of observations	6558
Missing cells	65871
Missing cells (%)	19.0%
Duplicate rows	297
Duplicate rows (%)	4.5%
Total size in memory	3.0 MiB
Average record size in memory	473.0 B

Variable types

Numeric	40
Unsupported	7
Text	3
Categorical	3

Dataset

Description	농림수산식품교육문화정보원 스마트팜코리아에서 제공하는 스마트축산 낙농분야 유성분검사성적서 정보입니다.
Author	농림수산식품교육문화정보원
URL	https://data.mafra.go.kr/opendata/data/indexOpenDataDetail.do?data_id=20210929000000001579

Alerts

`데이터입력코드` has constant value ""	Constant
Dataset has 297 (4.5%) duplicate rows	Duplicates
`체점수(연계)` is highly imbalanced (88.8%)	Imbalance
`착유일련번호` has 6558 (100.0%) missing values	Missing
`개체번호` has 319 (4.9%) missing values	Missing
`혈통번호` has 6558 (100.0%) missing values	Missing
`최근분만일(연계)` has 2346 (35.8%) missing values	Missing
`최근건유일(연계)` has 5902 (90.0%) missing values	Missing
`가수제일자(연계)` has 2346 (35.8%) missing values	Missing
`최종수정일자(연계)` has 1993 (30.4%) missing values	Missing
`최종수정횟수(연계)` has 1993 (30.4%) missing values	Missing
`최종수정정액코드(연계)` has 1993 (30.4%) missing values	Missing
`분만후첫수정일까지일수` has 3073 (46.9%) missing values	Missing
`유성분검사일련번호` has 6558 (100.0%) missing values	Missing
`검정일시(ICT)` has 6558 (100.0%) missing values	Missing
`단백율` has 6558 (100.0%) missing values	Missing
`고형율` has 6558 (100.0%) missing values	Missing
`유당` has 6558 (100.0%) missing values	Missing
`착유일련번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`혈통번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`유성분검사일련번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`검정일시(ICT)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`단백율` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`고형율` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`유당` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`누적착유일(연계)` has 2358 (36.0%) zeros	Zeros
`유지방율` has 3060 (46.7%) zeros	Zeros
`유단백` has 3060 (46.7%) zeros	Zeros
`무지고형분` has 3060 (46.7%) zeros	Zeros
`체세포수` has 3074 (46.9%) zeros	Zeros
`우유내요소태질소` has 3060 (46.7%) zeros	Zeros
`305일유량` has 3180 (48.5%) zeros	Zeros
`305일유지량` has 3180 (48.5%) zeros	Zeros
`305일유단백` has 3180 (48.5%) zeros	Zeros
`305일무지고형분` has 3180 (48.5%) zeros	Zeros
`성년유량` has 3180 (48.5%) zeros	Zeros
`성년유지량` has 3180 (48.5%) zeros	Zeros
`성년유단백량` has 3180 (48.5%) zeros	Zeros
`성년무지고형분량` has 3180 (48.5%) zeros	Zeros
`전산차비유지속성` has 4784 (72.9%) zeros	Zeros
`현재산차비유지속성` has 5413 (82.5%) zeros	Zeros
`비유최고도달일수` has 2333 (35.6%) zeros	Zeros
`비유후기최고유량` has 2374 (36.2%) zeros	Zeros
`비유초기평균유지율` has 2625 (40.0%) zeros	Zeros
`비유초기평균단백율` has 2625 (40.0%) zeros	Zeros
`비유초기평균MNU` has 2623 (40.0%) zeros	Zeros
`최고유량체세포` has 2388 (36.4%) zeros	Zeros
`건유전마지막유량` has 4200 (64.0%) zeros	Zeros
`전산차건유전유량` has 3980 (60.7%) zeros	Zeros
`산차` has 2346 (35.8%) zeros	Zeros
`농후사료비(연계)` has 5488 (83.7%) zeros	Zeros
`농후사료급여량(연계)` has 4983 (76.0%) zeros	Zeros
`공태일수` has 4470 (68.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 03:10:17.708365
Analysis finished	2023-12-11 03:10:18.763255
Duration	1.05 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

농장아이디
Real number (ℝ)

Distinct	32
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20690.896

Minimum	20249
Maximum	21278
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	20249
5-th percentile	20249
Q1	20265
median	20332
Q3	21143
95-th percentile	21150
Maximum	21278
Range	1029
Interquartile range (IQR)	878

Descriptive statistics

Standard deviation	440.67417
Coefficient of variation (CV)	0.021297974
Kurtosis	-1.9532493
Mean	20690.896
Median Absolute Deviation (MAD)	83
Skewness	0.11608027
Sum	1.356909 × 10⁸
Variance	194193.72
Monotonicity	Increasing

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
20284	506	7.7%
21134	472	7.2%
21143	448	6.8%
20249	347	5.3%
21144	302	4.6%
20259	298	4.5%
20269	273	4.2%
21141	250	3.8%
20251	234	3.6%
21139	211	3.2%
Other values (22)	3217	49.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20249	347	5.3%
20250	191	2.9%
20251	234	3.6%
20259	298	4.5%
20262	84	1.3%
20263	181	2.8%
20264	155	2.4%
20265	156	2.4%
20267	67	1.0%
20268	209	3.2%

Value	Count	Frequency (%)
21278	168	2.6%
21276	81	1.2%
21275	74	1.1%
21150	162	2.5%
21149	144	2.2%
21146	153	2.3%
21145	156	2.4%
21144	302	4.6%
21143	448	6.8%
21142	152	2.3%

착유일련번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6558
Missing (%)	100.0%
Memory size	57.8 KiB

개체번호
Real number (ℝ)

MISSING

Distinct	404
Distinct (%)	6.5%
Missing	319
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.0174087 × 10¹³

Minimum	2.00803 × 10¹³
Maximum	2.02101 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	2.00803 × 10¹³
5-th percentile	2.0131022 × 10¹³
Q1	2.01609 × 10¹³
median	2.01803 × 10¹³
Q3	2.01906 × 10¹³
95-th percentile	2.02008 × 10¹³
Maximum	2.02101 × 10¹³
Range	1.298 × 10¹¹
Interquartile range (IQR)	2.97 × 10¹⁰

Descriptive statistics

Standard deviation	2.1178276 × 10¹⁰
Coefficient of variation (CV)	0.0010497762
Kurtosis	0.90472316
Mean	2.0174087 × 10¹³
Median Absolute Deviation (MAD)	1.05 × 10¹⁰
Skewness	-0.90309882
Sum	1.2586613 × 10¹⁷
Variance	4.4851938 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180800000000	164	2.5%
20181000000000	162	2.5%
20210100000000	144	2.2%
20180700000000	136	2.1%
20190700000000	130	2.0%
20190900000000	126	1.9%
20190800000000	118	1.8%
20191000000000	114	1.7%
20190200000000	113	1.7%
20200700000000	108	1.6%
Other values (394)	4924	75.1%
(Missing)	319	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20080300000000	2	< 0.1%
20090100000000	2	< 0.1%
20090300000000	4	0.1%
20090400000000	4	0.1%
20090600000000	2	< 0.1%
20090800000000	2	< 0.1%
20091100000000	2	< 0.1%
20091200000000	2	< 0.1%
20100300000000	2	< 0.1%
20100400000000	2	< 0.1%

Value	Count	Frequency (%)
20210100000000	144	2.2%
20201200000000	2	< 0.1%
20201100000000	26	0.4%
20201000000000	58	0.9%
20200900000000	40	0.6%
20200800000000	78	1.2%
20200700000000	108	1.6%
20200600000000	58	0.9%
20200500000000	38	0.6%
20200400000000	36	0.5%

혈통번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6558
Missing (%)	100.0%
Memory size	57.8 KiB

검정일자
Real number (ℝ)

Distinct	39
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20210166

Minimum	20210101
Maximum	20210228
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	20210101
5-th percentile	20210104
Q1	20210114
median	20210201
Q3	20210216
95-th percentile	20210226
Maximum	20210228
Range	127
Interquartile range (IQR)	102

Descriptive statistics

Standard deviation	50.804228
Coefficient of variation (CV)	2.5137957 × 10^-6
Kurtosis	-1.8902794
Mean	20210166
Median Absolute Deviation (MAD)	27
Skewness	-0.014619744
Sum	1.3253827 × 10¹¹
Variance	2581.0696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
20210223	378	5.8%
20210222	365	5.6%
20210114	344	5.2%
20210120	297	4.5%
20210113	287	4.4%
20210111	279	4.3%
20210127	260	4.0%
20210210	257	3.9%
20210104	255	3.9%
20210202	251	3.8%
Other values (29)	3585	54.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20210101	150	2.3%
20210102	68	1.0%
20210104	255	3.9%
20210105	105	1.6%
20210106	103	1.6%
20210107	76	1.2%
20210109	78	1.2%
20210111	279	4.3%
20210112	96	1.5%
20210113	287	4.4%

Value	Count	Frequency (%)
20210228	138	2.1%
20210227	66	1.0%
20210226	191	2.9%
20210225	82	1.3%
20210224	136	2.1%
20210223	378	5.8%
20210222	365	5.6%
20210221	162	2.5%
20210216	245	3.7%
20210215	235	3.6%

누적착유일(연계)
Real number (ℝ)

ZEROS

Distinct	568
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	136.34294

Minimum	0
Maximum	803
Zeros	2358
Zeros (%)	36.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	84
Q3	232
95-th percentile	431
Maximum	803
Range	803
Interquartile range (IQR)	232

Descriptive statistics

Standard deviation	154.71393
Coefficient of variation (CV)	1.134741
Kurtosis	0.40685734
Mean	136.34294
Median Absolute Deviation (MAD)	84
Skewness	1.0490377
Sum	894137
Variance	23936.399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2358	36.0%
37	24	0.4%
174	19	0.3%
148	18	0.3%
285	18	0.3%
191	18	0.3%
85	17	0.3%
119	17	0.3%
104	17	0.3%
141	17	0.3%
Other values (558)	4035	61.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2358	36.0%
1	11	0.2%
2	8	0.1%
3	14	0.2%
4	4	0.1%
5	8	0.1%
6	10	0.2%
7	9	0.1%
8	15	0.2%
9	11	0.2%

Value	Count	Frequency (%)
803	1	< 0.1%
786	2	< 0.1%
780	1	< 0.1%
775	1	< 0.1%
774	2	< 0.1%
767	2	< 0.1%
765	1	< 0.1%
749	1	< 0.1%
747	3	< 0.1%
737	1	< 0.1%

유지방율
Real number (ℝ)

ZEROS

Distinct	520
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2923742

Minimum	0
Maximum	9.6
Zeros	3060
Zeros (%)	46.7%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.765
Q3	4.33
95-th percentile	5.43
Maximum	9.6
Range	9.6
Interquartile range (IQR)	4.33

Descriptive statistics

Standard deviation	2.2644815
Coefficient of variation (CV)	0.98783239
Kurtosis	-1.4903258
Mean	2.2923742
Median Absolute Deviation (MAD)	2.765
Skewness	0.18674122
Sum	15033.39
Variance	5.1278764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3060	46.7%
4.69	28	0.4%
4.33	27	0.4%
4.77	27	0.4%
4.3	25	0.4%
3.92	25	0.4%
3.98	25	0.4%
4.19	25	0.4%
4.39	24	0.4%
4.18	24	0.4%
Other values (510)	3268	49.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3060	46.7%
1.13	1	< 0.1%
1.14	1	< 0.1%
1.19	1	< 0.1%
1.2	1	< 0.1%
1.25	1	< 0.1%
1.28	1	< 0.1%
1.32	1	< 0.1%
1.36	1	< 0.1%
1.38	1	< 0.1%

Value	Count	Frequency (%)
9.6	1	< 0.1%
9.51	1	< 0.1%
9.33	1	< 0.1%
9.3	1	< 0.1%
9.18	1	< 0.1%
9.14	1	< 0.1%
9.03	1	< 0.1%
9.02	1	< 0.1%
8.92	1	< 0.1%
8.84	1	< 0.1%

유단백
Real number (ℝ)

ZEROS

Distinct	204
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8195319

Minimum	0
Maximum	4.97
Zeros	3060
Zeros (%)	46.7%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.9
Q3	3.41
95-th percentile	3.8815
Maximum	4.97
Range	4.97
Interquartile range (IQR)	3.41

Descriptive statistics

Standard deviation	1.7210903
Coefficient of variation (CV)	0.9458973
Kurtosis	-1.9041463
Mean	1.8195319
Median Absolute Deviation (MAD)	1.08
Skewness	-0.066350892
Sum	11932.49
Variance	2.9621518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3060	46.7%
3.34	55	0.8%
3.4	54	0.8%
3.35	54	0.8%
3.25	52	0.8%
3.47	50	0.8%
3.2	50	0.8%
3.26	48	0.7%
3.21	47	0.7%
3.59	46	0.7%
Other values (194)	3042	46.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3060	46.7%
2.15	1	< 0.1%
2.35	1	< 0.1%
2.41	1	< 0.1%
2.42	1	< 0.1%
2.43	1	< 0.1%
2.46	1	< 0.1%
2.48	2	< 0.1%
2.49	1	< 0.1%
2.52	1	< 0.1%

Value	Count	Frequency (%)
4.97	1	< 0.1%
4.87	1	< 0.1%
4.79	2	< 0.1%
4.71	2	< 0.1%
4.64	1	< 0.1%
4.6	2	< 0.1%
4.46	1	< 0.1%
4.45	1	< 0.1%
4.44	2	< 0.1%
4.43	2	< 0.1%

무지고형분
Real number (ℝ)

ZEROS

Distinct	242
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7869137

Minimum	0
Maximum	10.39
Zeros	3060
Zeros (%)	46.7%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8.34
Q3	9.02
95-th percentile	9.5
Maximum	10.39
Range	10.39
Interquartile range (IQR)	9.02

Descriptive statistics

Standard deviation	4.4880214
Coefficient of variation (CV)	0.93756054
Kurtosis	-1.9677156
Mean	4.7869137
Median Absolute Deviation (MAD)	1.265
Skewness	-0.11992946
Sum	31392.58
Variance	20.142336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3060	46.7%
9.05	47	0.7%
9.1	46	0.7%
8.98	45	0.7%
8.99	41	0.6%
9.07	40	0.6%
9.27	40	0.6%
8.93	39	0.6%
9.08	39	0.6%
9.24	38	0.6%
Other values (232)	3123	47.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3060	46.7%
7.34	1	< 0.1%
7.36	1	< 0.1%
7.57	1	< 0.1%
7.59	1	< 0.1%
7.64	1	< 0.1%
7.67	1	< 0.1%
7.69	1	< 0.1%
7.74	1	< 0.1%
7.76	1	< 0.1%

Value	Count	Frequency (%)
10.39	1	< 0.1%
10.37	1	< 0.1%
10.33	1	< 0.1%
10.29	2	< 0.1%
10.28	1	< 0.1%
10.27	2	< 0.1%
10.19	2	< 0.1%
10.18	1	< 0.1%
10.17	1	< 0.1%
10.15	1	< 0.1%

체세포수
Real number (ℝ)

ZEROS

Distinct	569
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.985514

Minimum	0
Maximum	10094
Zeros	3074
Zeros (%)	46.9%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	19
Q3	77
95-th percentile	334
Maximum	10094
Range	10094
Interquartile range (IQR)	77

Descriptive statistics

Standard deviation	290.82422
Coefficient of variation (CV)	3.3822467
Kurtosis	351.51155
Mean	85.985514
Median Absolute Deviation (MAD)	19
Skewness	14.72658
Sum	563893
Variance	84578.725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3074	46.9%
23	47	0.7%
21	46	0.7%
29	45	0.7%
38	45	0.7%
41	40	0.6%
39	40	0.6%
32	39	0.6%
25	39	0.6%
28	38	0.6%
Other values (559)	3105	47.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3074	46.9%
1	1	< 0.1%
2	1	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
5	3	< 0.1%
6	2	< 0.1%
7	6	0.1%
8	7	0.1%
9	6	0.1%

Value	Count	Frequency (%)
10094	1	< 0.1%
7646	1	< 0.1%
5338	1	< 0.1%
4494	1	< 0.1%
4482	1	< 0.1%
4225	1	< 0.1%
4224	1	< 0.1%
3913	1	< 0.1%
3636	1	< 0.1%
3618	1	< 0.1%

우유내요소태질소
Real number (ℝ)

ZEROS

Distinct	233
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.1297499

Minimum	0
Maximum	39.9
Zeros	3060
Zeros (%)	46.7%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	9
Q3	13
95-th percentile	17.6
Maximum	39.9
Range	39.9
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	7.1803934
Coefficient of variation (CV)	1.0071031
Kurtosis	-0.83602328
Mean	7.1297499
Median Absolute Deviation (MAD)	9
Skewness	0.37196793
Sum	46756.9
Variance	51.558049
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3060	46.7%
12.1	83	1.3%
12.0	75	1.1%
13.1	67	1.0%
11.8	67	1.0%
12.8	63	1.0%
13.3	58	0.9%
12.6	57	0.9%
11.7	57	0.9%
12.3	55	0.8%
Other values (223)	2916	44.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3060	46.7%
3.4	1	< 0.1%
3.8	1	< 0.1%
3.9	1	< 0.1%
4.0	1	< 0.1%
4.4	1	< 0.1%
4.6	1	< 0.1%
4.7	1	< 0.1%
4.9	1	< 0.1%
5.0	1	< 0.1%

Value	Count	Frequency (%)
39.9	1	< 0.1%
38.8	1	< 0.1%
37.6	1	< 0.1%
36.5	1	< 0.1%
36.1	1	< 0.1%
35.5	1	< 0.1%
35.4	2	< 0.1%
35.3	1	< 0.1%
34.7	1	< 0.1%
34.2	1	< 0.1%

305일유량
Real number (ℝ)

ZEROS

Distinct	2285
Distinct (%)	34.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5547.7295

Minimum	0
Maximum	17216
Zeros	3180
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6999.5
Q3	10801
95-th percentile	13471
Maximum	17216
Range	17216
Interquartile range (IQR)	10801

Descriptive statistics

Standard deviation	5580.1253
Coefficient of variation (CV)	1.0058395
Kurtosis	-1.7269232
Mean	5547.7295
Median Absolute Deviation (MAD)	6999.5
Skewness	0.14288308
Sum	36382010
Variance	31137798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3180	48.5%
10023	9	0.1%
8391	6	0.1%
11582	6	0.1%
10570	6	0.1%
11014	6	0.1%
9704	6	0.1%
7747	6	0.1%
10949	5	0.1%
10304	5	0.1%
Other values (2275)	3323	50.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3180	48.5%
1502	2	< 0.1%
4352	1	< 0.1%
4401	1	< 0.1%
4411	1	< 0.1%
4444	1	< 0.1%
4594	1	< 0.1%
4782	1	< 0.1%
4811	1	< 0.1%
4902	1	< 0.1%

Value	Count	Frequency (%)
17216	1	< 0.1%
17150	2	< 0.1%
17143	1	< 0.1%
17130	2	< 0.1%
17052	1	< 0.1%
16928	2	< 0.1%
16920	2	< 0.1%
16882	1	< 0.1%
16565	1	< 0.1%
16503	1	< 0.1%

305일유지량
Real number (ℝ)

ZEROS

Distinct	499
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	220.16285

Minimum	0
Maximum	1235
Zeros	3180
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	240
Q3	426
95-th percentile	564
Maximum	1235
Range	1235
Interquartile range (IQR)	426

Descriptive statistics

Standard deviation	227.45851
Coefficient of variation (CV)	1.0331376
Kurtosis	-1.370691
Mean	220.16285
Median Absolute Deviation (MAD)	240
Skewness	0.30679694
Sum	1443828
Variance	51737.375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3180	48.5%
394	24	0.4%
438	24	0.4%
395	23	0.4%
447	23	0.4%
434	22	0.3%
445	20	0.3%
426	20	0.3%
410	20	0.3%
379	19	0.3%
Other values (489)	3183	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3180	48.5%
77	2	< 0.1%
155	1	< 0.1%
163	2	< 0.1%
164	4	0.1%
168	1	< 0.1%
173	2	< 0.1%
177	3	< 0.1%
181	8	0.1%
182	1	< 0.1%

Value	Count	Frequency (%)
1235	1	< 0.1%
1172	1	< 0.1%
928	1	< 0.1%
916	1	< 0.1%
897	1	< 0.1%
876	2	< 0.1%
875	1	< 0.1%
851	1	< 0.1%
838	1	< 0.1%
837	1	< 0.1%

305일유단백
Real number (ℝ)

ZEROS

Distinct	324
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	176.84462

Minimum	0
Maximum	549
Zeros	3180
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	228
Q3	344
95-th percentile	427
Maximum	549
Range	549
Interquartile range (IQR)	344

Descriptive statistics

Standard deviation	177.65104
Coefficient of variation (CV)	1.0045601
Kurtosis	-1.7468739
Mean	176.84462
Median Absolute Deviation (MAD)	228
Skewness	0.13401989
Sum	1159747
Variance	31559.892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3180	48.5%
314	33	0.5%
325	32	0.5%
344	31	0.5%
329	30	0.5%
366	29	0.4%
313	28	0.4%
331	27	0.4%
365	27	0.4%
317	27	0.4%
Other values (314)	3114	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3180	48.5%
57	2	< 0.1%
111	1	< 0.1%
129	1	< 0.1%
133	1	< 0.1%
146	1	< 0.1%
147	1	< 0.1%
151	1	< 0.1%
164	1	< 0.1%
166	1	< 0.1%

Value	Count	Frequency (%)
549	1	< 0.1%
547	1	< 0.1%
530	1	< 0.1%
514	2	< 0.1%
513	3	< 0.1%
509	1	< 0.1%
506	2	< 0.1%
504	7	0.1%
498	2	< 0.1%
496	1	< 0.1%

305일무지고형분
Real number (ℝ)

ZEROS

Distinct	744
Distinct (%)	11.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	484.32754

Minimum	0
Maximum	1516
Zeros	3180
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	610
Q3	941
95-th percentile	1174.15
Maximum	1516
Range	1516
Interquartile range (IQR)	941

Descriptive statistics

Standard deviation	487.16202
Coefficient of variation (CV)	1.0058524
Kurtosis	-1.726058
Mean	484.32754
Median Absolute Deviation (MAD)	610
Skewness	0.14330522
Sum	3176220
Variance	237326.84
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3180	48.5%
888	20	0.3%
803	16	0.2%
937	15	0.2%
1028	15	0.2%
962	15	0.2%
918	15	0.2%
862	14	0.2%
870	14	0.2%
1071	13	0.2%
Other values (734)	3241	49.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3180	48.5%
130	2	< 0.1%
355	1	< 0.1%
375	1	< 0.1%
382	1	< 0.1%
385	1	< 0.1%
393	1	< 0.1%
395	1	< 0.1%
418	1	< 0.1%
433	1	< 0.1%

Value	Count	Frequency (%)
1516	1	< 0.1%
1504	1	< 0.1%
1502	1	< 0.1%
1501	2	< 0.1%
1477	1	< 0.1%
1465	2	< 0.1%
1464	2	< 0.1%
1450	1	< 0.1%
1446	1	< 0.1%
1434	2	< 0.1%

성년유량
Real number (ℝ)

ZEROS

Distinct	2282
Distinct (%)	34.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5856.7842

Minimum	0
Maximum	17878
Zeros	3180
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	7481
Q3	11463.75
95-th percentile	13872
Maximum	17878
Range	17878
Interquartile range (IQR)	11463.75

Descriptive statistics

Standard deviation	5861.1938
Coefficient of variation (CV)	1.0007529
Kurtosis	-1.7821028
Mean	5856.7842
Median Absolute Deviation (MAD)	7481
Skewness	0.11115034
Sum	38408791
Variance	34353592
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3180	48.5%
12916	6	0.1%
11639	6	0.1%
8587	6	0.1%
11775	6	0.1%
10796	6	0.1%
13127	5	0.1%
10465	5	0.1%
10540	5	0.1%
10580	5	0.1%
Other values (2272)	3328	50.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3180	48.5%
1642	2	< 0.1%
4412	1	< 0.1%
4517	1	< 0.1%
4617	1	< 0.1%
4783	1	< 0.1%
4812	1	< 0.1%
4831	1	< 0.1%
5005	1	< 0.1%
5240	1	< 0.1%

Value	Count	Frequency (%)
17878	1	< 0.1%
17868	1	< 0.1%
17342	1	< 0.1%
17266	1	< 0.1%
17169	1	< 0.1%
16953	1	< 0.1%
16899	2	< 0.1%
16847	2	< 0.1%
16725	2	< 0.1%
16623	2	< 0.1%

성년유지량
Real number (ℝ)

ZEROS

Distinct	510
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	234.50396

Minimum	0
Maximum	1241
Zeros	3180
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	258
Q3	456
95-th percentile	593
Maximum	1241
Range	1241
Interquartile range (IQR)	456

Descriptive statistics

Standard deviation	240.71604
Coefficient of variation (CV)	1.0264903
Kurtosis	-1.4823012
Mean	234.50396
Median Absolute Deviation (MAD)	258
Skewness	0.26276177
Sum	1537877
Variance	57944.211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3180	48.5%
463	25	0.4%
440	23	0.4%
472	21	0.3%
416	21	0.3%
464	20	0.3%
467	20	0.3%
457	20	0.3%
459	20	0.3%
475	20	0.3%
Other values (500)	3188	48.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3180	48.5%
86	2	< 0.1%
162	1	< 0.1%
165	2	< 0.1%
166	1	< 0.1%
167	1	< 0.1%
172	1	< 0.1%
178	1	< 0.1%
179	1	< 0.1%
180	1	< 0.1%

Value	Count	Frequency (%)
1241	1	< 0.1%
1178	1	< 0.1%
933	1	< 0.1%
920	1	< 0.1%
895	2	< 0.1%
884	1	< 0.1%
874	2	< 0.1%
869	1	< 0.1%
830	1	< 0.1%
805	1	< 0.1%

성년유단백량
Real number (ℝ)

ZEROS

Distinct	321
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	188.96706

Minimum	0
Maximum	554
Zeros	3180
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	249
Q3	370.75
95-th percentile	447
Maximum	554
Range	554
Interquartile range (IQR)	370.75

Descriptive statistics

Standard deviation	188.72517
Coefficient of variation (CV)	0.99871993
Kurtosis	-1.8025386
Mean	188.96706
Median Absolute Deviation (MAD)	231
Skewness	0.099115041
Sum	1239246
Variance	35617.191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3180	48.5%
347	31	0.5%
395	31	0.5%
404	30	0.5%
364	30	0.5%
390	30	0.5%
413	29	0.4%
351	28	0.4%
377	28	0.4%
363	28	0.4%
Other values (311)	3113	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3180	48.5%
64	2	< 0.1%
113	1	< 0.1%
135	1	< 0.1%
141	1	< 0.1%
154	1	< 0.1%
162	1	< 0.1%
164	1	< 0.1%
171	1	< 0.1%
173	1	< 0.1%

Value	Count	Frequency (%)
554	1	< 0.1%
552	1	< 0.1%
529	1	< 0.1%
522	2	< 0.1%
521	2	< 0.1%
520	1	< 0.1%
518	2	< 0.1%
514	1	< 0.1%
513	1	< 0.1%
512	2	< 0.1%

성년무지고형분량
Real number (ℝ)

ZEROS

Distinct	745
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	521.07136

Minimum	0
Maximum	1597
Zeros	3180
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	672.5
Q3	1020
95-th percentile	1233
Maximum	1597
Range	1597
Interquartile range (IQR)	1020

Descriptive statistics

Standard deviation	520.92423
Coefficient of variation (CV)	0.99971763
Kurtosis	-1.790182
Mean	521.07136
Median Absolute Deviation (MAD)	670.5
Skewness	0.10553683
Sum	3417186
Variance	271362.05
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3180	48.5%
944	20	0.3%
1014	15	0.2%
1005	15	0.2%
1059	15	0.2%
1093	15	0.2%
963	14	0.2%
1064	14	0.2%
1106	14	0.2%
926	14	0.2%
Other values (735)	3242	49.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3180	48.5%
146	2	< 0.1%
361	1	< 0.1%
402	1	< 0.1%
405	1	< 0.1%
407	1	< 0.1%
423	1	< 0.1%
435	1	< 0.1%
441	1	< 0.1%
456	1	< 0.1%

Value	Count	Frequency (%)
1597	1	< 0.1%
1545	1	< 0.1%
1536	1	< 0.1%
1524	1	< 0.1%
1506	1	< 0.1%
1491	1	< 0.1%
1486	1	< 0.1%
1485	1	< 0.1%
1484	1	< 0.1%
1469	1	< 0.1%

전산차비유지속성
Real number (ℝ)

ZEROS

Distinct	532
Distinct (%)	8.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.235011

Minimum	0
Maximum	169.8
Zeros	4784
Zeros (%)	72.9%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	48.2
95-th percentile	91.8
Maximum	169.8
Range	169.8
Interquartile range (IQR)	48.2

Descriptive statistics

Standard deviation	34.767333
Coefficient of variation (CV)	1.7181772
Kurtosis	0.21399991
Mean	20.235011
Median Absolute Deviation (MAD)	0
Skewness	1.3263593
Sum	132701.2
Variance	1208.7674
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	4784	72.9%
88.2	13	0.2%
86.0	12	0.2%
82.3	12	0.2%
56.7	10	0.2%
60.6	10	0.2%
66.2	10	0.2%
86.4	10	0.2%
72.4	10	0.2%
85.5	10	0.2%
Other values (522)	1677	25.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4784	72.9%
20.5	2	< 0.1%
21.8	2	< 0.1%
24.5	2	< 0.1%
25.4	2	< 0.1%
29.4	2	< 0.1%
30.1	2	< 0.1%
31.4	1	< 0.1%
33.1	2	< 0.1%
33.7	2	< 0.1%

Value	Count	Frequency (%)
169.8	2	< 0.1%
169.3	2	< 0.1%
143.4	1	< 0.1%
140.4	2	< 0.1%
128.6	1	< 0.1%
128.0	2	< 0.1%
127.8	1	< 0.1%
127.2	2	< 0.1%
124.6	1	< 0.1%
124.2	2	< 0.1%

현재산차비유지속성
Real number (ℝ)

ZEROS

Distinct	377
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.048155

Minimum	0
Maximum	188
Zeros	5413
Zeros (%)	82.5%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	84.7
Maximum	188
Range	188
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	29.438313
Coefficient of variation (CV)	2.2561284
Kurtosis	2.6527439
Mean	13.048155
Median Absolute Deviation (MAD)	0
Skewness	2.0086978
Sum	85569.8
Variance	866.61428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	5413	82.5%
92.4	12	0.2%
88.3	11	0.2%
71.0	11	0.2%
69.9	10	0.2%
75.2	10	0.2%
81.4	8	0.1%
75.6	8	0.1%
89.6	8	0.1%
65.8	8	0.1%
Other values (367)	1059	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	5413	82.5%
11.8	2	< 0.1%
21.6	2	< 0.1%
31.4	1	< 0.1%
33.5	2	< 0.1%
33.7	2	< 0.1%
36.5	2	< 0.1%
36.6	4	0.1%
37.3	1	< 0.1%
37.8	1	< 0.1%

Value	Count	Frequency (%)
188.0	2	< 0.1%
136.4	2	< 0.1%
135.9	2	< 0.1%
134.1	2	< 0.1%
129.8	2	< 0.1%
129.3	2	< 0.1%
127.8	1	< 0.1%
125.5	2	< 0.1%
124.6	1	< 0.1%
121.9	2	< 0.1%

비유최고도달일수
Real number (ℝ)

ZEROS

Distinct	292
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.744129

Minimum	0
Maximum	602
Zeros	2333
Zeros (%)	35.6%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	44
Q3	85
95-th percentile	181
Maximum	602
Range	602
Interquartile range (IQR)	85

Descriptive statistics

Standard deviation	68.206435
Coefficient of variation (CV)	1.2019999
Kurtosis	9.0127481
Mean	56.744129
Median Absolute Deviation (MAD)	44
Skewness	2.275538
Sum	372128
Variance	4652.1178
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2333	35.6%
43	66	1.0%
37	58	0.9%
49	56	0.9%
52	56	0.9%
60	54	0.8%
59	52	0.8%
57	52	0.8%
56	51	0.8%
46	49	0.7%
Other values (282)	3731	56.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2333	35.6%
1	5	0.1%
3	5	0.1%
4	3	< 0.1%
5	2	< 0.1%
6	6	0.1%
7	2	< 0.1%
8	4	0.1%
9	11	0.2%
10	10	0.2%

Value	Count	Frequency (%)
602	2	< 0.1%
583	1	< 0.1%
572	1	< 0.1%
566	2	< 0.1%
553	2	< 0.1%
534	2	< 0.1%
530	1	< 0.1%
499	2	< 0.1%
488	3	< 0.1%
476	1	< 0.1%

비유후기최고유량
Real number (ℝ)

ZEROS

Distinct	436
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.175465

Minimum	0
Maximum	74.9
Zeros	2374
Zeros (%)	36.2%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	35.1
Q3	44.9
95-th percentile	56.3
Maximum	74.9
Range	74.9
Interquartile range (IQR)	44.9

Descriptive statistics

Standard deviation	21.822583
Coefficient of variation (CV)	0.80302518
Kurtosis	-1.5210493
Mean	27.175465
Median Absolute Deviation (MAD)	15.3
Skewness	-0.21268163
Sum	178216.7
Variance	476.22512
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2374	36.2%
43.0	48	0.7%
38.0	37	0.6%
45.0	35	0.5%
41.0	34	0.5%
41.4	31	0.5%
43.2	30	0.5%
50.0	29	0.4%
37.6	27	0.4%
34.0	27	0.4%
Other values (426)	3886	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2374	36.2%
3.9	1	< 0.1%
5.9	2	< 0.1%
6.8	1	< 0.1%
9.8	2	< 0.1%
11.5	1	< 0.1%
11.7	1	< 0.1%
12.9	1	< 0.1%
14.0	2	< 0.1%
14.4	2	< 0.1%

Value	Count	Frequency (%)
74.9	4	0.1%
71.0	2	< 0.1%
70.6	2	< 0.1%
70.3	4	0.1%
70.2	2	< 0.1%
69.9	2	< 0.1%
69.7	2	< 0.1%
69.6	2	< 0.1%
67.2	6	0.1%
67.0	2	< 0.1%

비유초기평균유지율
Real number (ℝ)

ZEROS

Distinct	452
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4674779

Minimum	0
Maximum	9.22
Zeros	2625
Zeros (%)	40.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3.32
Q3	4.21
95-th percentile	5.36
Maximum	9.22
Range	9.22
Interquartile range (IQR)	4.21

Descriptive statistics

Standard deviation	2.1514796
Coefficient of variation (CV)	0.87193472
Kurtosis	-1.4655168
Mean	2.4674779
Median Absolute Deviation (MAD)	1.59
Skewness	-0.025671907
Sum	16181.72
Variance	4.6288646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2625	40.0%
4.0	37	0.6%
4.09	37	0.6%
4.1	35	0.5%
3.95	35	0.5%
4.12	34	0.5%
3.94	34	0.5%
4.3	33	0.5%
4.18	30	0.5%
4.11	29	0.4%
Other values (442)	3629	55.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2625	40.0%
1.44	2	< 0.1%
1.53	2	< 0.1%
1.54	4	0.1%
1.61	2	< 0.1%
1.65	1	< 0.1%
1.66	4	0.1%
1.69	3	< 0.1%
1.71	2	< 0.1%
1.72	1	< 0.1%

Value	Count	Frequency (%)
9.22	2	< 0.1%
8.69	1	< 0.1%
8.2	1	< 0.1%
8.11	2	< 0.1%
8.0	2	< 0.1%
7.81	2	< 0.1%
7.8	1	< 0.1%
7.76	1	< 0.1%
7.69	2	< 0.1%
7.52	2	< 0.1%

비유초기평균단백율
Real number (ℝ)

ZEROS

Distinct	181
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8804102

Minimum	0
Maximum	4.83
Zeros	2625
Zeros (%)	40.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.87
Q3	3.17
95-th percentile	3.53
Maximum	4.83
Range	4.83
Interquartile range (IQR)	3.17

Descriptive statistics

Standard deviation	1.5525658
Coefficient of variation (CV)	0.82565274
Kurtosis	-1.7910418
Mean	1.8804102
Median Absolute Deviation (MAD)	0.52
Skewness	-0.34201745
Sum	12331.73
Variance	2.4104606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2625	40.0%
3.15	86	1.3%
3.09	85	1.3%
3.07	85	1.3%
2.96	74	1.1%
3.12	74	1.1%
3.06	72	1.1%
3.05	65	1.0%
3.17	64	1.0%
3.04	64	1.0%
Other values (171)	3264	49.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2625	40.0%
2.13	2	< 0.1%
2.25	2	< 0.1%
2.27	2	< 0.1%
2.29	2	< 0.1%
2.31	2	< 0.1%
2.34	1	< 0.1%
2.39	1	< 0.1%
2.4	2	< 0.1%
2.41	4	0.1%

Value	Count	Frequency (%)
4.83	2	< 0.1%
4.51	2	< 0.1%
4.46	1	< 0.1%
4.41	3	< 0.1%
4.22	2	< 0.1%
4.21	3	< 0.1%
4.2	2	< 0.1%
4.17	2	< 0.1%
4.13	1	< 0.1%
4.12	1	< 0.1%

비유초기평균MNU
Real number (ℝ)

ZEROS

Distinct	32
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.9615737

Minimum	0
Maximum	57
Zeros	2623
Zeros (%)	40.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	10
Q3	13
95-th percentile	19
Maximum	57
Range	57
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	7.1374479
Coefficient of variation (CV)	0.89648708
Kurtosis	-0.92543048
Mean	7.9615737
Median Absolute Deviation (MAD)	7
Skewness	0.17272012
Sum	52212
Variance	50.943163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	2623	40.0%
12	510	7.8%
13	482	7.3%
11	452	6.9%
14	381	5.8%
10	342	5.2%
15	321	4.9%
9	251	3.8%
16	237	3.6%
17	201	3.1%
Other values (22)	758	11.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2623	40.0%
2	2	< 0.1%
3	6	0.1%
4	6	0.1%
5	9	0.1%
6	28	0.4%
7	73	1.1%
8	154	2.3%
9	251	3.8%
10	342	5.2%

Value	Count	Frequency (%)
57	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%
30	2	< 0.1%
29	2	< 0.1%
27	8	0.1%
26	6	0.1%
25	20	0.3%
24	18	0.3%
23	32	0.5%

최고유량체세포
Real number (ℝ)

ZEROS

Distinct	437
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	94.345532

Minimum	0
Maximum	9962
Zeros	2388
Zeros (%)	36.4%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	24
Q3	71
95-th percentile	342
Maximum	9962
Range	9962
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	376.90098
Coefficient of variation (CV)	3.9949001
Kurtosis	299.17092
Mean	94.345532
Median Absolute Deviation (MAD)	24
Skewness	14.985929
Sum	618718
Variance	142054.35
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2388	36.4%
16	86	1.3%
19	81	1.2%
29	74	1.1%
26	74	1.1%
24	71	1.1%
25	71	1.1%
31	70	1.1%
18	67	1.0%
15	67	1.0%
Other values (427)	3509	53.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2388	36.4%
1	2	< 0.1%
3	4	0.1%
4	2	< 0.1%
5	4	0.1%
6	6	0.1%
7	12	0.2%
8	23	0.4%
9	17	0.3%
10	25	0.4%

Value	Count	Frequency (%)
9962	2	< 0.1%
7611	4	0.1%
7111	2	< 0.1%
5338	2	< 0.1%
4393	2	< 0.1%
3787	2	< 0.1%
3636	1	< 0.1%
2696	2	< 0.1%
2564	2	< 0.1%
2404	2	< 0.1%

건유전마지막유량
Real number (ℝ)

ZEROS

Distinct	140
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.288503

Minimum	0
Maximum	274
Zeros	4200
Zeros (%)	64.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	53
95-th percentile	80
Maximum	274
Range	274
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	35.465682
Coefficient of variation (CV)	1.5228837
Kurtosis	4.4926936
Mean	23.288503
Median Absolute Deviation (MAD)	0
Skewness	1.7610282
Sum	152726
Variance	1257.8146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4200	64.0%
54	115	1.8%
56	109	1.7%
60	103	1.6%
53	97	1.5%
59	95	1.4%
58	93	1.4%
57	92	1.4%
55	86	1.3%
52	76	1.2%
Other values (130)	1492	22.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4200	64.0%
7	2	< 0.1%
10	2	< 0.1%
14	1	< 0.1%
20	2	< 0.1%
21	7	0.1%
22	4	0.1%
23	2	< 0.1%
24	4	0.1%
25	6	0.1%

Value	Count	Frequency (%)
274	2	< 0.1%
240	4	0.1%
238	2	< 0.1%
231	2	< 0.1%
221	2	< 0.1%
201	2	< 0.1%
199	4	0.1%
198	2	< 0.1%
194	2	< 0.1%
186	2	< 0.1%

전산차건유전유량
Real number (ℝ)

ZEROS

Distinct	342
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.5043916

Minimum	0
Maximum	53.2
Zeros	3980
Zeros (%)	60.7%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	21.5
95-th percentile	33.1
Maximum	53.2
Range	53.2
Interquartile range (IQR)	21.5

Descriptive statistics

Standard deviation	12.808783
Coefficient of variation (CV)	1.34767
Kurtosis	-0.75316025
Mean	9.5043916
Median Absolute Deviation (MAD)	0
Skewness	0.86560181
Sum	62329.8
Variance	164.06493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3980	60.7%
25.0	31	0.5%
20.5	30	0.5%
21.0	30	0.5%
24.0	28	0.4%
20.0	28	0.4%
17.0	24	0.4%
23.0	24	0.4%
23.2	21	0.3%
28.0	21	0.3%
Other values (332)	2341	35.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3980	60.7%
2.4	2	< 0.1%
3.8	2	< 0.1%
4.0	3	< 0.1%
4.1	1	< 0.1%
5.8	4	0.1%
5.9	2	< 0.1%
6.0	2	< 0.1%
6.1	2	< 0.1%
6.2	4	0.1%

Value	Count	Frequency (%)
53.2	2	< 0.1%
51.2	2	< 0.1%
50.6	2	< 0.1%
49.7	2	< 0.1%
48.8	1	< 0.1%
48.6	2	< 0.1%
47.8	2	< 0.1%
44.9	2	< 0.1%
44.6	2	< 0.1%
44.5	2	< 0.1%

개체명
Text

Distinct	3147
Distinct (%)	48.0%
Missing	0
Missing (%)	0.0%
Memory size	51.4 KiB

Length

Max length	29
Median length	25
Mean length	11.630833
Min length	3

Characters and Unicode

Total characters	76275
Distinct characters	368
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	56 ?
Unique (%)	0.9%

Sample

1st row	수연 미스터 쉽스 질랜드 586호
2nd row	수연 스트라우스 제네바 582호
3rd row	수연 라코브라 콜버트 576호
4th row	수연 론 슈퍼 550호
5th row	수연 컨스트럭트 지브스 596호

Value	Count	Frequency (%)
봉석	288	2.2%
서부	183	1.4%
화의	175	1.3%
다현	160	1.2%
대지	157	1.2%
흥천	151	1.1%
유밀원	150	1.1%
순해	144	1.1%
동물	138	1.0%
송우	120	0.9%
Other values (3837)	11699	87.5%

Most occurring characters

Value	Count	Frequency (%)
	6807	8.9%
1	3553	4.7%
5	3285	4.3%
4	3087	4.0%
6	2981	3.9%
2	2978	3.9%
3	2728	3.6%
0	2725	3.6%
호	2661	3.5%
7	2379	3.1%
Other values (358)	43091	56.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	38886	51.0%
Decimal Number	28049	36.8%
Space Separator	6807	8.9%
Open Punctuation	698	0.9%
Close Punctuation	680	0.9%
Connector Punctuation	614	0.8%
Dash Punctuation	357	0.5%
Uppercase Letter	174	0.2%
Other Symbol	10	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
호	2661	6.8%
이	1727	4.4%
스	1117	2.9%
드	1109	2.9%
흥	962	2.5%
수	751	1.9%
대	645	1.7%
레	632	1.6%
유	631	1.6%
산	608	1.6%
Other values (338)	28043	72.1%

Decimal Number

Value	Count	Frequency (%)
1	3553	12.7%
5	3285	11.7%
4	3087	11.0%
6	2981	10.6%
2	2978	10.6%
3	2728	9.7%
0	2725	9.7%
7	2379	8.5%
8	2231	8.0%
9	2102	7.5%

Uppercase Letter

Value	Count	Frequency (%)
H	120	69.0%
K	34	19.5%
C	10	5.7%
R	10	5.7%

Space Separator

Value	Count	Frequency (%)
	6807	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	698	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	680	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	614	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	357	100.0%

Other Symbol

Value	Count	Frequency (%)
△	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	38886	51.0%
Common	37215	48.8%
Latin	174	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
호	2661	6.8%
이	1727	4.4%
스	1117	2.9%
드	1109	2.9%
흥	962	2.5%
수	751	1.9%
대	645	1.7%
레	632	1.6%
유	631	1.6%
산	608	1.6%
Other values (338)	28043	72.1%

Common

Value	Count	Frequency (%)
	6807	18.3%
1	3553	9.5%
5	3285	8.8%
4	3087	8.3%
6	2981	8.0%
2	2978	8.0%
3	2728	7.3%
0	2725	7.3%
7	2379	6.4%
8	2231	6.0%
Other values (6)	4461	12.0%

Latin

Value	Count	Frequency (%)
H	120	69.0%
K	34	19.5%
C	10	5.7%
R	10	5.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	38884	51.0%
ASCII	37379	49.0%
Geometric Shapes	10	< 0.1%
Compat Jamo	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6807	18.2%
1	3553	9.5%
5	3285	8.8%
4	3087	8.3%
6	2981	8.0%
2	2978	8.0%
3	2728	7.3%
0	2725	7.3%
7	2379	6.4%
8	2231	6.0%
Other values (9)	4625	12.4%

Hangul

Value	Count	Frequency (%)
호	2661	6.8%
이	1727	4.4%
스	1117	2.9%
드	1109	2.9%
흥	962	2.5%
수	751	1.9%
대	645	1.7%
레	632	1.6%
유	631	1.6%
산	608	1.6%
Other values (337)	28041	72.1%

Geometric Shapes

Value	Count	Frequency (%)
△	10	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㄱ	2	100.0%

농장관리번호
Text

Distinct	1689
Distinct (%)	25.8%
Missing	0
Missing (%)	0.0%
Memory size	51.4 KiB

Length

Max length	9
Median length	3
Mean length	3.2236962
Min length	1

Characters and Unicode

Total characters	21141
Distinct characters	17
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	21 ?
Unique (%)	0.3%

Sample

1st row	586
2nd row	582
3rd row	576
4th row	550
5th row	596

Value	Count	Frequency (%)
24	18	0.3%
35	15	0.2%
499	14	0.2%
561	14	0.2%
565	14	0.2%
612	14	0.2%
34	14	0.2%
9	14	0.2%
1	14	0.2%
8	13	0.2%
Other values (1679)	6414	97.8%

Most occurring characters

Value	Count	Frequency (%)
1	2905	13.7%
5	2488	11.8%
4	2362	11.2%
6	2197	10.4%
2	2118	10.0%
3	2075	9.8%
8	1783	8.4%
7	1764	8.3%
0	1601	7.6%
9	1544	7.3%
Other values (7)	304	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20837	98.6%
Dash Punctuation	134	0.6%
Open Punctuation	77	0.4%
Close Punctuation	69	0.3%
Uppercase Letter	16	0.1%
Control	4	< 0.1%
Other Punctuation	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2905	13.9%
5	2488	11.9%
4	2362	11.3%
6	2197	10.5%
2	2118	10.2%
3	2075	10.0%
8	1783	8.6%
7	1764	8.5%
0	1601	7.7%
9	1544	7.4%

Uppercase Letter

Value	Count	Frequency (%)
R	8	50.0%
C	8	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	134	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	77	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	69	100.0%

Control

Value	Count	Frequency (%)
	4	100.0%

Other Punctuation

Value	Count	Frequency (%)
？	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21125	99.9%
Latin	16	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2905	13.8%
5	2488	11.8%
4	2362	11.2%
6	2197	10.4%
2	2118	10.0%
3	2075	9.8%
8	1783	8.4%
7	1764	8.4%
0	1601	7.6%
9	1544	7.3%
Other values (5)	288	1.4%

Latin

Value	Count	Frequency (%)
R	8	50.0%
C	8	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21137	> 99.9%
None	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2905	13.7%
5	2488	11.8%
4	2362	11.2%
6	2197	10.4%
2	2118	10.0%
3	2075	9.8%
8	1783	8.4%
7	1764	8.3%
0	1601	7.6%
9	1544	7.3%
Other values (6)	300	1.4%

None

Value	Count	Frequency (%)
？	4	100.0%

출생일자
Real number (ℝ)

Distinct	1787
Distinct (%)	27.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20173534

Minimum	20060308
Maximum	20210214
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	20060308
5-th percentile	20131021
Q1	20160904
median	20180318
Q3	20190529
95-th percentile	20200724
Maximum	20210214
Range	149906
Interquartile range (IQR)	29625

Descriptive statistics

Standard deviation	20922.559
Coefficient of variation (CV)	0.0010371291
Kurtosis	1.3371319
Mean	20173534
Median Absolute Deviation (MAD)	10491.5
Skewness	-1.0434199
Sum	1.3229803 × 10¹¹
Variance	4.3775349 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20181006	16	0.2%
20190805	16	0.2%
20180815	14	0.2%
20181025	14	0.2%
20190710	14	0.2%
20180830	14	0.2%
20171006	14	0.2%
20180710	12	0.2%
20200727	12	0.2%
20180718	12	0.2%
Other values (1777)	6420	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20060308	2	< 0.1%
20071210	2	< 0.1%
20080102	2	< 0.1%
20080315	2	< 0.1%
20090101	2	< 0.1%
20090314	2	< 0.1%
20090317	2	< 0.1%
20090414	2	< 0.1%
20090418	2	< 0.1%
20090612	2	< 0.1%

Value	Count	Frequency (%)
20210214	1	< 0.1%
20210130	1	< 0.1%
20210110	2	< 0.1%
20210106	2	< 0.1%
20210105	2	< 0.1%
20210104	1	< 0.1%
20210101	3	< 0.1%
20201231	2	< 0.1%
20201228	1	< 0.1%
20201227	2	< 0.1%

산차
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4813968

Minimum	0
Maximum	9
Zeros	2346
Zeros (%)	35.8%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.6142963
Coefficient of variation (CV)	1.0897123
Kurtosis	1.5046678
Mean	1.4813968
Median Absolute Deviation (MAD)	1
Skewness	1.2594604
Sum	9715
Variance	2.6059525
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	2346	35.8%
1	1608	24.5%
2	1148	17.5%
3	651	9.9%
4	417	6.4%
5	242	3.7%
6	79	1.2%
7	38	0.6%
8	21	0.3%
9	8	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2346	35.8%
1	1608	24.5%
2	1148	17.5%
3	651	9.9%
4	417	6.4%
5	242	3.7%
6	79	1.2%
7	38	0.6%
8	21	0.3%
9	8	0.1%

Value	Count	Frequency (%)
9	8	0.1%
8	21	0.3%
7	38	0.6%
6	79	1.2%
5	242	3.7%
4	417	6.4%
3	651	9.9%
2	1148	17.5%
1	1608	24.5%
0	2346	35.8%

최근분만일(연계)
Real number (ℝ)

MISSING

Distinct	597
Distinct (%)	14.2%
Missing	2346
Missing (%)	35.8%
Infinite	0
Infinite (%)	0.0%
Mean	20199899

Minimum	20170607
Maximum	20210225
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	20170607
5-th percentile	20190904
Q1	20200302
median	20200724
Q3	20201025
95-th percentile	20210109
Maximum	20210225
Range	39618
Interquartile range (IQR)	723.25

Descriptive statistics

Standard deviation	4611.9171
Coefficient of variation (CV)	0.00022831386
Kurtosis	2.938493
Mean	20199899
Median Absolute Deviation (MAD)	389
Skewness	-0.76157886
Sum	8.5081976 × 10¹⁰
Variance	21269779
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20201204	30	0.5%
20201020	28	0.4%
20201220	25	0.4%
20200807	24	0.4%
20201009	24	0.4%
20201101	24	0.4%
20201122	23	0.4%
20201211	23	0.4%
20200717	22	0.3%
20200626	22	0.3%
Other values (587)	3967	60.5%
(Missing)	2346	35.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170607	2	< 0.1%
20180126	2	< 0.1%
20181008	2	< 0.1%
20181013	2	< 0.1%
20181022	2	< 0.1%
20181119	2	< 0.1%
20181124	2	< 0.1%
20181128	2	< 0.1%
20181129	2	< 0.1%
20181130	2	< 0.1%

Value	Count	Frequency (%)
20210225	1	< 0.1%
20210224	2	< 0.1%
20210223	2	< 0.1%
20210222	1	< 0.1%
20210221	2	< 0.1%
20210220	3	< 0.1%
20210219	3	< 0.1%
20210218	2	< 0.1%
20210217	1	< 0.1%
20210216	4	0.1%

최근건유일(연계)
Real number (ℝ)

MISSING

Distinct	146
Distinct (%)	22.3%
Missing	5902
Missing (%)	90.0%
Infinite	0
Infinite (%)	0.0%
Mean	20205835

Minimum	20190702
Maximum	20210315
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	20190702
5-th percentile	20200901
Q1	20201130
median	20210105
Q3	20210130
95-th percentile	20210225
Maximum	20210315
Range	19613
Interquartile range (IQR)	9000.25

Descriptive statistics

Standard deviation	4797.4134
Coefficient of variation (CV)	0.00023742713
Kurtosis	-1.008613
Mean	20205835
Median Absolute Deviation (MAD)	120
Skewness	-0.42426226
Sum	1.3255028 × 10¹⁰
Variance	23015175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210110	18	0.3%
20210218	16	0.2%
20201225	15	0.2%
20210225	14	0.2%
20201031	13	0.2%
20210124	12	0.2%
20210210	12	0.2%
20210115	12	0.2%
20210117	12	0.2%
20210203	12	0.2%
Other values (136)	520	7.9%
(Missing)	5902	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20190702	2	< 0.1%
20190721	2	< 0.1%
20190722	2	< 0.1%
20190827	2	< 0.1%
20200110	2	< 0.1%
20200502	1	< 0.1%
20200503	1	< 0.1%
20200530	6	0.1%
20200605	2	< 0.1%
20200615	2	< 0.1%

Value	Count	Frequency (%)
20210315	2	< 0.1%
20210306	2	< 0.1%
20210302	2	< 0.1%
20210301	6	0.1%
20210228	6	0.1%
20210227	2	< 0.1%
20210225	14	0.2%
20210224	2	< 0.1%
20210223	4	0.1%
20210222	4	0.1%

분만나이(연계)
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	51.4 KiB

<NA>	3591
1	2787
2	180

Length

Max length	4
Median length	4
Mean length	2.6427264
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3591	54.8%
1	2787	42.5%
2	180	2.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3591	54.8%
1	2787	42.5%
2	180	2.7%

가수제코드(연계)
Real number (ℝ)

Distinct	11
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.351937

Minimum	11
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	11
5-th percentile	12
Q1	81
median	82
Q3	99
95-th percentile	99
Maximum	99
Range	88
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	22.304805
Coefficient of variation (CV)	0.27084736
Kurtosis	4.9436331
Mean	82.351937
Median Absolute Deviation (MAD)	1
Skewness	-2.3498321
Sum	540064
Variance	497.50431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
99	2346	35.8%
82	1790	27.3%
81	1620	24.7%
12	490	7.5%
87	155	2.4%
88	47	0.7%
21	42	0.6%
84	27	0.4%
85	22	0.3%
83	15	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	4	0.1%
12	490	7.5%
21	42	0.6%
81	1620	24.7%
82	1790	27.3%
83	15	0.2%
84	27	0.4%
85	22	0.3%
87	155	2.4%
88	47	0.7%

Value	Count	Frequency (%)
99	2346	35.8%
88	47	0.7%
87	155	2.4%
85	22	0.3%
84	27	0.4%
83	15	0.2%
82	1790	27.3%
81	1620	24.7%
21	42	0.6%
12	490	7.5%

가수제일자(연계)
Real number (ℝ)

MISSING

Distinct	541
Distinct (%)	12.8%
Missing	2346
Missing (%)	35.8%
Infinite	0
Infinite (%)	0.0%
Mean	20201055

Minimum	20181129
Maximum	20210225
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	20181129
5-th percentile	20191118
Q1	20200529
median	20200903
Q3	20201125
95-th percentile	20210122
Maximum	20210225
Range	29096
Interquartile range (IQR)	596.25

Descriptive statistics

Standard deviation	4247.9422
Coefficient of variation (CV)	0.00021028318
Kurtosis	2.3877273
Mean	20201055
Median Absolute Deviation (MAD)	298
Skewness	-0.067962613
Sum	8.5086845 × 10¹⁰
Variance	18045013
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20201220	34	0.5%
20201204	32	0.5%
20201020	30	0.5%
20201122	28	0.4%
20201101	26	0.4%
20201110	26	0.4%
20201009	25	0.4%
20201026	25	0.4%
20201227	25	0.4%
20210110	25	0.4%
Other values (531)	3936	60.0%
(Missing)	2346	35.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20181129	2	< 0.1%
20181220	2	< 0.1%
20190119	2	< 0.1%
20190131	2	< 0.1%
20190207	1	< 0.1%
20190225	2	< 0.1%
20190410	1	< 0.1%
20190414	1	< 0.1%
20190421	1	< 0.1%
20190518	2	< 0.1%

Value	Count	Frequency (%)
20210225	3	< 0.1%
20210224	3	< 0.1%
20210223	4	0.1%
20210222	3	< 0.1%
20210221	2	< 0.1%
20210220	7	0.1%
20210219	3	< 0.1%
20210218	3	< 0.1%
20210217	3	< 0.1%
20210216	5	0.1%

농후사료비(연계)
Real number (ℝ)

ZEROS

Distinct	32
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	685.25923

Minimum	0
Maximum	8400
Zeros	5488
Zeros (%)	83.7%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5300
Maximum	8400
Range	8400
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1781.691
Coefficient of variation (CV)	2.6000249
Kurtosis	6.1025704
Mean	685.25923
Median Absolute Deviation (MAD)	0
Skewness	2.6819591
Sum	4493930
Variance	3174423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	5488	83.7%
2600	303	4.6%
6720	196	3.0%
5300	184	2.8%
520	43	0.7%
7200	38	0.6%
2508	34	0.5%
8400	34	0.5%
6600	34	0.5%
2052	27	0.4%
Other values (22)	177	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5488	83.7%
100	2	< 0.1%
520	43	0.7%
912	1	< 0.1%
1140	10	0.2%
1368	5	0.1%
1596	18	0.3%
1680	17	0.3%
1700	2	< 0.1%
1720	21	0.3%

Value	Count	Frequency (%)
8400	34	0.5%
7200	38	0.6%
6720	196	3.0%
6600	34	0.5%
6000	23	0.4%
5360	2	< 0.1%
5300	184	2.8%
4800	1	< 0.1%
4160	1	< 0.1%
4104	2	< 0.1%

농후사료급여량(연계)
Real number (ℝ)

ZEROS

Distinct	18
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1585087

Minimum	0
Maximum	14
Zeros	4983
Zeros (%)	76.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10
Maximum	14
Range	14
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.1114187
Coefficient of variation (CV)	1.9047497
Kurtosis	1.1012019
Mean	2.1585087
Median Absolute Deviation (MAD)	0
Skewness	1.6138968
Sum	14155.5
Variance	16.903764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0.0	4983	76.0%
10.0	513	7.8%
8.0	432	6.6%
14.0	230	3.5%
5.0	62	0.9%
4.0	46	0.7%
2.0	44	0.7%
6.0	44	0.7%
12.0	38	0.6%
5.5	35	0.5%
Other values (8)	131	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4983	76.0%
2.0	44	0.7%
2.5	10	0.2%
3.0	5	0.1%
3.5	18	0.3%
4.0	46	0.7%
4.5	27	0.4%
5.0	62	0.9%
5.5	35	0.5%
6.0	44	0.7%

Value	Count	Frequency (%)
14.0	230	3.5%
12.0	38	0.6%
11.0	34	0.5%
10.0	513	7.8%
9.0	4	0.1%
8.0	432	6.6%
7.0	12	0.2%
6.5	21	0.3%
6.0	44	0.7%
5.5	35	0.5%

공태일수
Real number (ℝ)

ZEROS

Distinct	347
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.907899

Minimum	0
Maximum	705
Zeros	4470
Zeros (%)	68.2%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	80
95-th percentile	282
Maximum	705
Range	705
Interquartile range (IQR)	80

Descriptive statistics

Standard deviation	102.51163
Coefficient of variation (CV)	1.8669742
Kurtosis	5.8631206
Mean	54.907899
Median Absolute Deviation (MAD)	0
Skewness	2.2958155
Sum	360086
Variance	10508.635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4470	68.2%
85	19	0.3%
148	18	0.3%
90	18	0.3%
116	18	0.3%
56	18	0.3%
68	17	0.3%
63	17	0.3%
59	16	0.2%
62	16	0.2%
Other values (337)	1931	29.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4470	68.2%
15	2	< 0.1%
28	4	0.1%
29	4	0.1%
34	4	0.1%
35	9	0.1%
37	6	0.1%
38	4	0.1%
39	2	< 0.1%
40	6	0.1%

Value	Count	Frequency (%)
705	2	< 0.1%
654	4	0.1%
641	2	< 0.1%
632	2	< 0.1%
607	2	< 0.1%
602	2	< 0.1%
592	2	< 0.1%
588	2	< 0.1%
581	2	< 0.1%
552	2	< 0.1%

최종수정일자(연계)
Real number (ℝ)

MISSING

Distinct	391
Distinct (%)	8.6%
Missing	1993
Missing (%)	30.4%
Infinite	0
Infinite (%)	0.0%
Mean	20203890

Minimum	20140516
Maximum	20210315
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	20140516
5-th percentile	20200502
Q1	20200817
median	20201115
Q3	20210119
95-th percentile	20210221
Maximum	20210315
Range	69799
Interquartile range (IQR)	9302

Descriptive statistics

Standard deviation	5260.0343
Coefficient of variation (CV)	0.0002603476
Kurtosis	26.268439
Mean	20203890
Median Absolute Deviation (MAD)	491
Skewness	-2.2413949
Sum	9.2230759 × 10¹⁰
Variance	27667960
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210201	64	1.0%
20210104	56	0.9%
20210205	53	0.8%
20210204	50	0.8%
20210114	42	0.6%
20210115	40	0.6%
20210126	38	0.6%
20210218	37	0.6%
20210206	36	0.5%
20210128	36	0.5%
Other values (381)	4113	62.7%
(Missing)	1993	30.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20140516	2	< 0.1%
20141024	2	< 0.1%
20150319	2	< 0.1%
20150810	2	< 0.1%
20181009	4	0.1%
20181104	2	< 0.1%
20181210	2	< 0.1%
20181212	2	< 0.1%
20190117	2	< 0.1%
20190228	2	< 0.1%

Value	Count	Frequency (%)
20210315	8	0.1%
20210314	4	0.1%
20210313	2	< 0.1%
20210312	4	0.1%
20210311	2	< 0.1%
20210309	10	0.2%
20210308	6	0.1%
20210307	7	0.1%
20210306	4	0.1%
20210305	5	0.1%

최종수정횟수(연계)
Real number (ℝ)

MISSING

Distinct	14
Distinct (%)	0.3%
Missing	1993
Missing (%)	30.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.4560789

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	6
Maximum	14
Range	13
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9256812
Coefficient of variation (CV)	0.78404696
Kurtosis	5.3273919
Mean	2.4560789
Median Absolute Deviation (MAD)	1
Skewness	2.0378391
Sum	11212
Variance	3.708248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	1891	28.8%
2	1090	16.6%
3	643	9.8%
4	376	5.7%
5	218	3.3%
6	137	2.1%
7	84	1.3%
8	41	0.6%
9	31	0.5%
11	22	0.3%
Other values (4)	32	0.5%
(Missing)	1993	30.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1891	28.8%
2	1090	16.6%
3	643	9.8%
4	376	5.7%
5	218	3.3%
6	137	2.1%
7	84	1.3%
8	41	0.6%
9	31	0.5%
10	20	0.3%

Value	Count	Frequency (%)
14	5	0.1%
13	5	0.1%
12	2	< 0.1%
11	22	0.3%
10	20	0.3%
9	31	0.5%
8	41	0.6%
7	84	1.3%
6	137	2.1%
5	218	3.3%

최종수정정액코드(연계)
Text

MISSING

Distinct	166
Distinct (%)	3.6%
Missing	1993
Missing (%)	30.4%
Memory size	51.4 KiB

Length

Max length	11
Median length	10
Mean length	9.2970427
Min length	3

Characters and Unicode

Total characters	42441
Distinct characters	24
Distinct categories	6 ?
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	7 ?
Unique (%)	0.2%

Sample

1st row	551HO03379
2nd row	200HO06480
3rd row	14HO07770
4th row	151HO00681
5th row	11HO12209

Value	Count	Frequency (%)
151ho01611	245	5.4%
250ho14579	216	4.7%
250ho12961	181	4.0%
7ho12788	148	3.2%
14ho07770	141	3.1%
200ho10641	136	3.0%
208ho00346	131	2.9%
11ho12209	122	2.7%
200ho03910	116	2.5%
11ho11380	115	2.5%
Other values (156)	3014	66.0%

Most occurring characters

Value	Count	Frequency (%)
0	7640	18.0%
1	6639	15.6%
2	4449	10.5%
H	4444	10.5%
O	4444	10.5%
7	2695	6.3%
3	2356	5.6%
8	2209	5.2%
5	2167	5.1%
4	1793	4.2%
Other values (14)	3605	8.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33114	78.0%
Uppercase Letter	9051	21.3%
Lowercase Letter	90	0.2%
Control	69	0.2%
Other Punctuation	69	0.2%
Other Symbol	48	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7640	23.1%
1	6639	20.0%
2	4449	13.4%
7	2695	8.1%
3	2356	7.1%
8	2209	6.7%
5	2167	6.5%
4	1793	5.4%
9	1675	5.1%
6	1491	4.5%

Uppercase Letter

Value	Count	Frequency (%)
H	4444	49.1%
O	4444	49.1%
K	42	0.5%
P	42	0.5%
N	42	0.5%
U	21	0.2%
J	8	0.1%
E	8	0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	69	76.7%
x	21	23.3%

Other Punctuation

Value	Count	Frequency (%)
\	48	69.6%
？	21	30.4%

Control

Value	Count	Frequency (%)
	69	100.0%

Other Symbol

Value	Count	Frequency (%)
°	48	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	33300	78.5%
Latin	9141	21.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7640	22.9%
1	6639	19.9%
2	4449	13.4%
7	2695	8.1%
3	2356	7.1%
8	2209	6.6%
5	2167	6.5%
4	1793	5.4%
9	1675	5.0%
6	1491	4.5%
Other values (4)	186	0.6%

Latin

Value	Count	Frequency (%)
H	4444	48.6%
O	4444	48.6%
a	69	0.8%
K	42	0.5%
P	42	0.5%
N	42	0.5%
U	21	0.2%
x	21	0.2%
J	8	0.1%
E	8	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	42372	99.8%
None	69	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7640	18.0%
1	6639	15.7%
2	4449	10.5%
H	4444	10.5%
O	4444	10.5%
7	2695	6.4%
3	2356	5.6%
8	2209	5.2%
5	2167	5.1%
4	1793	4.2%
Other values (12)	3536	8.3%

None

Value	Count	Frequency (%)
°	48	69.6%
？	21	30.4%

체점수(연계)
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	51.4 KiB

<NA>	6341
2.5	121
3.0	58
2.0	33
2.75	5

Length

Max length	4
Median length	4
Mean length	3.9676731
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	6341	96.7%
2.5	121	1.8%
3.0	58	0.9%
2.0	33	0.5%
2.75	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6341	96.7%
2.5	121	1.8%
3.0	58	0.9%
2.0	33	0.5%
2.75	5	0.1%

분만후첫수정일까지일수
Real number (ℝ)

MISSING

Distinct	216
Distinct (%)	6.2%
Missing	3073
Missing (%)	46.9%
Infinite	0
Infinite (%)	0.0%
Mean	87.721951

Minimum	1
Maximum	538
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	1
5-th percentile	37
Q1	57
median	74
Q3	106
95-th percentile	179
Maximum	538
Range	537
Interquartile range (IQR)	49

Descriptive statistics

Standard deviation	47.707928
Coefficient of variation (CV)	0.54385393
Kurtosis	7.7294916
Mean	87.721951
Median Absolute Deviation (MAD)	22
Skewness	2.0468921
Sum	305711
Variance	2276.0464
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56	72	1.1%
57	67	1.0%
61	65	1.0%
64	62	0.9%
59	59	0.9%
55	55	0.8%
73	55	0.8%
58	55	0.8%
47	54	0.8%
60	53	0.8%
Other values (206)	2888	44.0%
(Missing)	3073	46.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	0.1%
11	2	< 0.1%
15	2	< 0.1%
16	2	< 0.1%
17	2	< 0.1%
21	4	0.1%
23	4	0.1%
24	4	0.1%
25	4	0.1%
26	8	0.1%

Value	Count	Frequency (%)
538	2	< 0.1%
355	2	< 0.1%
321	4	0.1%
317	2	< 0.1%
306	2	< 0.1%
305	2	< 0.1%
297	2	< 0.1%
279	2	< 0.1%
274	2	< 0.1%
271	2	< 0.1%

데이터입력코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	51.4 KiB

S04303	6558

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	S04303
2nd row	S04303
3rd row	S04303
4th row	S04303
5th row	S04303

Common Values

Value	Count	Frequency (%)
S04303	6558	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
s04303	6558	100.0%

유량
Real number (ℝ)

Distinct	6261
Distinct (%)	95.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15667522

Minimum	14232520
Maximum	16457715
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.8 KiB

Quantile statistics

Minimum	14232520
5-th percentile	14959749
Q1	15052684
median	15894086
Q3	16012739
95-th percentile	16260727
Maximum	16457715
Range	2225195
Interquartile range (IQR)	960054.5

Descriptive statistics

Standard deviation	517820.62
Coefficient of variation (CV)	0.033050576
Kurtosis	-0.53338034
Mean	15667522
Median Absolute Deviation (MAD)	144828
Skewness	-0.74673879
Sum	1.0274761 × 10¹¹
Variance	2.6813819 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16238635	2	< 0.1%
16238451	2	< 0.1%
16238548	2	< 0.1%
16238598	2	< 0.1%
16238609	2	< 0.1%
16238564	2	< 0.1%
16238608	2	< 0.1%
16238654	2	< 0.1%
16238600	2	< 0.1%
16238623	2	< 0.1%
Other values (6251)	6538	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14232520	1	< 0.1%
14232521	1	< 0.1%
14232522	1	< 0.1%
14232523	1	< 0.1%
14232524	1	< 0.1%
14232525	1	< 0.1%
14232526	1	< 0.1%
14232528	1	< 0.1%
14232529	1	< 0.1%
14232530	1	< 0.1%

Value	Count	Frequency (%)
16457715	1	< 0.1%
16457714	1	< 0.1%
16457713	1	< 0.1%
16457712	1	< 0.1%
16457711	1	< 0.1%
16457710	1	< 0.1%
16457709	1	< 0.1%
16457708	1	< 0.1%
16457707	1	< 0.1%
16457706	1	< 0.1%

유성분검사일련번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6558
Missing (%)	100.0%
Memory size	57.8 KiB

검정일시(ICT)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6558
Missing (%)	100.0%
Memory size	57.8 KiB

단백율
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6558
Missing (%)	100.0%
Memory size	57.8 KiB

고형율
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6558
Missing (%)	100.0%
Memory size	57.8 KiB

유당
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6558
Missing (%)	100.0%
Memory size	57.8 KiB

First rows
Last rows

	농장아이디	착유일련번호	개체번호	혈통번호	검정일자	누적착유일(연계)	유지방율	유단백	무지고형분	체세포수	우유내요소태질소	305일유량	305일유지량	305일유단백	305일무지고형분	성년유량	성년유지량	성년유단백량	성년무지고형분량	전산차비유지속성	현재산차비유지속성	비유최고도달일수	비유후기최고유량	비유초기평균유지율	비유초기평균단백율	비유초기평균MNU	최고유량체세포	건유전마지막유량	전산차건유전유량	개체명	농장관리번호	출생일자	산차	최근분만일(연계)	최근건유일(연계)	분만나이(연계)	가수제코드(연계)	가수제일자(연계)	공태일수	최종수정일자(연계)	최종수정횟수(연계)	최종수정정액코드(연계)	체점수(연계)	분만후첫수정일까지일수	데이터입력코드	유량	유성분검사일련번호	검정일시(ICT)	단백율	고형율	유당
0	20249	<NA>	20120709020022	<NA>	20210113	41	5.35	2.41	8.03	27	16.4	0	0	0	0	0	0	0	0	0.0	0.0	41	50.0	5.53	2.53	10	27	240	38.8	수연 미스터 쉽스 질랜드 586호	586	20120709	7	20201203	<NA>	1	82	20201203	0	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	15071983	<NA>	<NA>	<NA>	<NA>	<NA>
1	20249	<NA>	20120626020043	<NA>	20210113	325	4.15	3.21	8.57	45	13.4	17130	724	498	1420	16899	719	490	1386	50.3	66.9	80	64.0	0.0	0.0	0	536	90	9.4	수연 스트라우스 제네바 582호	582	20120626	5	20200223	<NA>	1	81	20200223	0	20210119	5	551HO03379	<NA>	132	S04303	15071975	<NA>	<NA>	<NA>	<NA>	<NA>
2	20249	<NA>	20120504020095	<NA>	20210113	411	0.0	0.0	0.0	0	0.0	11790	621	408	1072	11809	611	402	1048	68.8	72.7	21	46.3	6.73	3.04	22	50	47	22.6	수연 라코브라 콜버트 576호	576	20120504	5	20191120	20210104	1	12	20210104	175	20200513	4	200HO06480	<NA>	64	S04303	15071847	<NA>	<NA>	<NA>	<NA>	<NA>
3	20249	<NA>	20111008020210	<NA>	20210113	416	0.0	0.0	0.0	0	0.0	11150	467	340	983	12190	500	358	1044	54.1	71.8	115	45.0	4.63	3.01	15	106	27	24.5	수연 론 슈퍼 550호	550	20111002	5	20190918	20201107	1	12	20201107	215	20200420	5	14HO07770	<NA>	50	S04303	15071883	<NA>	<NA>	<NA>	<NA>	<NA>
4	20249	<NA>	20121014020049	<NA>	20210113	163	4.56	3.34	9.09	1888	13.4	12256	559	382	1072	13501	604	400	1130	64.0	0.0	108	57.6	3.9	3.01	16	289	81	15.0	수연 컨스트럭트 지브스 596호	596	20121014	6	20200803	<NA>	1	81	20200803	135	20201216	3	151HO00681	<NA>	89	S04303	15071940	<NA>	<NA>	<NA>	<NA>	<NA>
5	20249	<NA>	20130812020216	<NA>	20210113	33	5.0	2.78	8.67	70	16.2	0	0	0	0	0	0	0	0	80.6	0.0	33	52.8	5.62	3.66	14	70	43	30.6	수연 라아크 게임데이 617호-쌍자	617	20130723	5	20201211	<NA>	1	87	20201211	0	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	15071875	<NA>	<NA>	<NA>	<NA>	<NA>
6	20249	<NA>	20131112020032	<NA>	20210113	384	5.18	3.92	9.5	53	13.4	13344	692	415	1164	12916	670	397	1106	57.8	0.0	48	49.9	6.1	2.89	24	22	41	21.6	수연 그랜드 도르시 628호	628	20131112	5	20191226	20210123	1	82	20191226	256	20200907	5	11HO12209	<NA>	1	S04303	15071888	<NA>	<NA>	<NA>	<NA>	<NA>
7	20249	<NA>	20131219020173	<NA>	20210113	150	4.58	2.93	9.0	12	15.5	13939	689	388	1200	15100	736	404	1260	0.0	0.0	190	59.0	4.83	2.78	19	9	53	23.1	수연 그랜드 지 더블유 앳우드 632호	632	20131219	4	20200816	<NA>	1	81	20200816	0	20210213	3	551HO03379	<NA>	73	S04303	15071949	<NA>	<NA>	<NA>	<NA>	<NA>
8	20249	<NA>	20140123020155	<NA>	20210113	411	4.33	3.62	8.76	329	17.3	14190	748	448	1258	13989	729	439	1226	57.5	81.4	43	51.5	5.92	3.13	21	33	135	12.0	수연 메이플 길레스파이 636호	636	20140123	4	20191129	20210204	1	82	20191129	247	20200802	7	14HO07770	<NA>	89	S04303	15071854	<NA>	<NA>	<NA>	<NA>	<NA>
9	20249	<NA>	20140527020195	<NA>	20210113	433	5.27	3.5	8.75	279	14.0	14790	707	450	1282	14573	690	442	1256	82.6	114.0	188	56.9	5.54	3.05	23	58	59	22.4	밀키웨이 볼리버 가보 648호	648	20140527	4	20191107	<NA>	1	82	20191107	0	20210204	8	151HO00681	<NA>	240	S04303	15071912	<NA>	<NA>	<NA>	<NA>	<NA>

	농장아이디	착유일련번호	개체번호	혈통번호	검정일자	개체명	농장관리번호	출생일자	최근분만일(연계)	최근건유일(연계)	분만나이(연계)	가수제코드(연계)	가수제일자(연계)	최종수정일자(연계)	최종수정횟수(연계)	최종수정정액코드(연계)	체점수(연계)	분만후첫수정일까지일수	데이터입력코드	유량	유성분검사일련번호	검정일시(ICT)	단백율	고형율	유당
6548	21278	<NA>	20200700000000	<NA>	20210215	송갈421호	421	20200706	<NA>	<NA>	<NA>	99	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	16247505	<NA>	<NA>	<NA>	<NA>	<NA>
6549	21278	<NA>	20200700000000	<NA>	20210215	송갈422호	422	20200719	<NA>	<NA>	<NA>	99	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	16247495	<NA>	<NA>	<NA>	<NA>	<NA>
6550	21278	<NA>	20200700000000	<NA>	20210215	송갈423호	423	20200724	<NA>	<NA>	<NA>	99	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	16247563	<NA>	<NA>	<NA>	<NA>	<NA>
6551	21278	<NA>	20200800000000	<NA>	20210215	송갈424호	424	20200817	<NA>	<NA>	<NA>	99	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	16247504	<NA>	<NA>	<NA>	<NA>	<NA>
6552	21278	<NA>	20200800000000	<NA>	20210215	송갈425호	425	20200825	<NA>	<NA>	<NA>	99	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	16247564	<NA>	<NA>	<NA>	<NA>	<NA>
6553	21278	<NA>	20201000000000	<NA>	20210215	송갈426호	426	20201005	<NA>	<NA>	<NA>	99	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	16247536	<NA>	<NA>	<NA>	<NA>	<NA>
6554	21278	<NA>	20201000000000	<NA>	20210215	송갈427호	427	20201027	<NA>	<NA>	<NA>	99	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	16247501	<NA>	<NA>	<NA>	<NA>	<NA>
6555	21278	<NA>	20201100000000	<NA>	20210215	송갈428호	428	20201110	<NA>	<NA>	<NA>	99	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	16247497	<NA>	<NA>	<NA>	<NA>	<NA>
6556	21278	<NA>	20201100000000	<NA>	20210215	송갈429호	429	20201118	<NA>	<NA>	<NA>	99	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	16247546	<NA>	<NA>	<NA>	<NA>	<NA>
6557	21278	<NA>	20201100000000	<NA>	20210215	송갈430호	430	20201119	<NA>	<NA>	<NA>	99	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	16247512	<NA>	<NA>	<NA>	<NA>	<NA>

Most frequently occurring

	농장아이디	개체번호	검정일자	누적착유일(연계)	유지방율	유단백	무지고형분	체세포수	우유내요소태질소	305일유량	305일유지량	305일유단백	305일무지고형분	성년유량	성년유지량	성년유단백량	성년무지고형분량	전산차비유지속성	비유최고도달일수	비유후기최고유량	비유초기평균유지율	비유초기평균단백율	비유초기평균MNU	최고유량체세포	건유전마지막유량	전산차건유전유량	개체명	농장관리번호	출생일자	산차	최근분만일(연계)	최근건유일(연계)	분만나이(연계)	가수제코드(연계)	가수제일자(연계)	공태일수	최종수정일자(연계)	최종수정횟수(연계)	최종수정정액코드(연계)	체점수(연계)	분만후첫수정일까지일수	데이터입력코드	유량	# duplicates
0	20263	20161000000000	20210116	48	5.3	2.74	8.78	173	6.8	0	0	0	0	0	0	0	0	75.1	48	56.8	5.3	2.74	7	173	60	32.6	평자연리틀락알타셀렙424	424	20161027	2	20201129	<NA>	1	81	20201129	0	20210204	1	14HO07770	<NA>	68	S04303	14959597	2
1	20263	20161000000000	20210221	84	3.71	3.24	9.23	76	7.1	14383	717	418	1278	14340	714	422	1294	75.1	48	56.8	5.3	2.74	7	173	60	32.6	평자연리틀락알타셀렙424	424	20161027	2	20201129	<NA>	1	81	20201129	0	20210204	1	14HO07770	<NA>	68	S04303	14959690	2
2	20270	20151000000000	20210125	20	3.44	2.94	8.42	27	11.9	0	0	0	0	0	0	0	0	66.7	53	44.6	2.65	2.95	13	28	58	15.9	송우 3071호	3071	20151002	3	20210105	<NA>	<NA>	82	20210105	0	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	15834186	2
3	20270	20151000000000	20210227	53	1.85	2.95	8.35	28	14.8	0	0	0	0	0	0	0	0	66.7	53	44.6	2.65	2.95	13	28	58	15.9	송우 3071호	3071	20151002	3	20210105	<NA>	<NA>	82	20210105	0	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	15834222	2
4	20270	20160700000000	20210125	0	0.0	0.0	0.0	0	0.0	0	0	0	0	0	0	0	0	0.0	0	0.0	0.0	0.0	0	0	0	0.0	송우 6178호	6178	20160718	0	<NA>	<NA>	<NA>	99	<NA>	0	20181009	1	208HO10212	<NA>	<NA>	S04303	15834191	2
5	20270	20160700000000	20210125	355	4.98	4.07	9.67	1004	13.2	8493	338	291	751	8429	341	301	780	0.0	112	33.3	7.39	2.67	13	97	0	0.0	송우 1042호	1042	20160718	1	20200205	<NA>	<NA>	81	20200205	259	20201021	4	208HO00340	<NA>	79	S04303	15834177	2
6	20270	20160700000000	20210227	0	0.0	0.0	0.0	0	0.0	0	0	0	0	0	0	0	0	0.0	0	0.0	0.0	0.0	0	0	0	0.0	송우 6178호	6178	20160718	0	<NA>	<NA>	<NA>	99	<NA>	0	20181009	1	208HO10212	<NA>	<NA>	S04303	15834227	2
7	20270	20160700000000	20210227	388	5.0	4.3	9.77	223	16.4	8493	338	291	751	8429	341	301	780	0.0	112	33.3	7.39	2.67	13	97	0	0.0	송우 1042호	1042	20160718	1	20200205	<NA>	<NA>	81	20200205	259	20201021	4	208HO00340	<NA>	79	S04303	15834213	2
8	20270	20161000000000	20210125	52	1.93	3.08	8.79	236	9.6	0	0	0	0	0	0	0	0	107.6	52	40.9	3.85	3.09	12	236	52	26.9	송우 1045호	1045	20161020	2	20201204	<NA>	<NA>	81	20201204	0	<NA>	<NA>	<NA>	<NA>	<NA>	S04303	15834178	2
9	20270	20161000000000	20210125	179	2.04	3.43	8.98	99	12.9	10945	240	355	953	11652	258	383	1039	83.7	88	45.6	1.54	3.0	11	33	52	27.3	송우 1047호	1047	20161020	2	20200730	<NA>	<NA>	81	20200730	58	20200926	1	208HO00340	<NA>	59	S04303	15834179	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Open Punctuation

Close Punctuation

Connector Punctuation

Dash Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Geometric Shapes

Compat Jamo

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Dash Punctuation

Open Punctuation

Close Punctuation

Control

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Lowercase Letter

Other Punctuation

Control

Other Symbol

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Sample

Duplicate rows

Most frequently occurring