gimi9 Pandas Profiling

Dataset statistics

Number of variables	27
Number of observations	43
Missing cells	445
Missing cells (%)	38.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	10.3 KiB
Average record size in memory	246.1 B

Variable types

Numeric	25
Categorical	2

Dataset

Description	1978년~2020년 국내원전 호기별(고리, 신고리, 월성, 한빛, 한울), 연도별 이용률 현황 - 국내원전 호기별, 연도별 이용률 현황.csv
Author	원자력안전위원회
URL	https://www.data.go.kr/data/15046075/fileData.do

Alerts

`신고리 3두중` is highly imbalanced (69.5%)	Imbalance
`신고리 4두중` is highly imbalanced (79.9%)	Imbalance
`고 리 1WH` has 3 (7.0%) missing values	Missing
`고 리 2WH` has 4 (9.3%) missing values	Missing
`고 리 3WH` has 7 (16.3%) missing values	Missing
`고 리 4WH` has 8 (18.6%) missing values	Missing
`신고리 1두중` has 33 (76.7%) missing values	Missing
`신고리 2두중` has 34 (79.1%) missing values	Missing
`월 성 1AC` has 9 (20.9%) missing values	Missing
`월 성 2AC` has 19 (44.2%) missing values	Missing
`월 성 3AC` has 20 (46.5%) missing values	Missing
`월 성 4AC` has 21 (48.8%) missing values	Missing
`S 1두중` has 34 (79.1%) missing values	Missing
`S 2두중` has 37 (86.0%) missing values	Missing
`한 빛 1WH` has 8 (18.6%) missing values	Missing
`한 빛 2WH` has 9 (20.9%) missing values	Missing
`한 빛 3CE` has 17 (39.5%) missing values	Missing
`한 빛 4CE` has 18 (41.9%) missing values	Missing
`한 빛 5두중` has 24 (55.8%) missing values	Missing
`한 빛 6두중` has 24 (55.8%) missing values	Missing
`한 울 1FR` has 10 (23.3%) missing values	Missing
`한 울 2FR` has 11 (25.6%) missing values	Missing
`한 울 3두중` has 20 (46.5%) missing values	Missing
`한 울 4두중` has 22 (51.2%) missing values	Missing
`한 울 5두중` has 26 (60.5%) missing values	Missing
`한 울 6두중` has 27 (62.8%) missing values	Missing
`년도 호기` has unique values	Unique
`고 리 2WH` has 1 (2.3%) zeros	Zeros
`월 성 1AC` has 2 (4.7%) zeros	Zeros
`한 빛 3CE` has 1 (2.3%) zeros	Zeros
`한 빛 4CE` has 3 (7.0%) zeros	Zeros
`한 울 4두중` has 1 (2.3%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 04:23:32.938140
Analysis finished	2023-12-12 04:23:33.205393
Duration	0.27 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

년도 호기
Real number (ℝ)

UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1999

Minimum	1978
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	1978
5-th percentile	1980.1
Q1	1988.5
median	1999
Q3	2009.5
95-th percentile	2017.9
Maximum	2020
Range	42
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	12.556539
Coefficient of variation (CV)	0.0062814101
Kurtosis	-1.2
Mean	1999
Median Absolute Deviation (MAD)	11
Skewness	0
Sum	85957
Variance	157.66667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
1978	1	2.3%
1979	1	2.3%
2002	1	2.3%
2003	1	2.3%
2004	1	2.3%
2005	1	2.3%
2006	1	2.3%
2007	1	2.3%
2008	1	2.3%
2009	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1978	1	2.3%
1979	1	2.3%
1980	1	2.3%
1981	1	2.3%
1982	1	2.3%
1983	1	2.3%
1984	1	2.3%
1985	1	2.3%
1986	1	2.3%
1987	1	2.3%

Value	Count	Frequency (%)
2020	1	2.3%
2019	1	2.3%
2018	1	2.3%
2017	1	2.3%
2016	1	2.3%
2015	1	2.3%
2014	1	2.3%
2013	1	2.3%
2012	1	2.3%
2011	1	2.3%

고 리 1WH
Real number (ℝ)

MISSING

Distinct	38
Distinct (%)	95.0%
Missing	3
Missing (%)	7.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.6925

Minimum	45.8
Maximum	99.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	45.8
5-th percentile	49.72
Q1	66.45
median	80.55
Q3	90.625
95-th percentile	96.575
Maximum	99.7
Range	53.9
Interquartile range (IQR)	24.175

Descriptive statistics

Standard deviation	15.461373
Coefficient of variation (CV)	0.19900727
Kurtosis	-0.7518291
Mean	77.6925
Median Absolute Deviation (MAD)	12.2
Skewness	-0.55475896
Sum	3107.7
Variance	239.05404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
85.2	3	7.0%
99.7	1	2.3%
92.2	1	2.3%
92.3	1	2.3%
95.0	1	2.3%
85.4	1	2.3%
93.2	1	2.3%
94.8	1	2.3%
90.2	1	2.3%
91.9	1	2.3%
Other values (28)	28	65.1%
(Missing)	3	7.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
45.8	1	2.3%
46.3	1	2.3%
49.9	1	2.3%
51.0	1	2.3%
56.3	1	2.3%
56.5	1	2.3%
61.3	1	2.3%
63.6	1	2.3%
65.5	1	2.3%
66.3	1	2.3%

Value	Count	Frequency (%)
99.7	1	2.3%
98.0	1	2.3%
96.5	1	2.3%
95.0	1	2.3%
94.8	1	2.3%
94.0	1	2.3%
93.2	1	2.3%
92.3	1	2.3%
92.2	1	2.3%
91.9	1	2.3%

고 리 2WH
Real number (ℝ)

MISSING ZEROS

Distinct	38
Distinct (%)	97.4%
Missing	4
Missing (%)	9.3%
Infinite	0
Infinite (%)	0.0%
Mean	82.533333

Minimum	0
Maximum	101.9
Zeros	1
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	0
5-th percentile	46.78
Q1	80.05
median	87.1
Q3	91.45
95-th percentile	100.02
Maximum	101.9
Range	101.9
Interquartile range (IQR)	11.4

Descriptive statistics

Standard deviation	18.672317
Coefficient of variation (CV)	0.22623971
Kurtosis	10.155902
Mean	82.533333
Median Absolute Deviation (MAD)	6.2
Skewness	-2.8602274
Sum	3218.8
Variance	348.65544
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
87.5	2	4.7%
90.2	1	2.3%
95.8	1	2.3%
91.4	1	2.3%
89.7	1	2.3%
88.3	1	2.3%
93.0	1	2.3%
90.3	1	2.3%
98.8	1	2.3%
84.5	1	2.3%
Other values (28)	28	65.1%
(Missing)	4	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	2.3%
36.7	1	2.3%
47.9	1	2.3%
66.9	1	2.3%
70.1	1	2.3%
73.7	1	2.3%
76.9	1	2.3%
78.1	1	2.3%
78.9	1	2.3%
79.7	1	2.3%

Value	Count	Frequency (%)
101.9	1	2.3%
100.2	1	2.3%
100.0	1	2.3%
98.8	1	2.3%
95.8	1	2.3%
95.3	1	2.3%
94.4	1	2.3%
93.9	1	2.3%
93.0	1	2.3%
91.5	1	2.3%

고 리 3WH
Real number (ℝ)

MISSING

Distinct	34
Distinct (%)	94.4%
Missing	7
Missing (%)	16.3%
Infinite	0
Infinite (%)	0.0%
Mean	84.213889

Minimum	4.9
Maximum	104.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	4.9
5-th percentile	66.85
Q1	77.75
median	87.45
Q3	94.7
95-th percentile	100.375
Maximum	104.8
Range	99.9
Interquartile range (IQR)	16.95

Descriptive statistics

Standard deviation	16.989243
Coefficient of variation (CV)	0.2017392
Kurtosis	13.201352
Mean	84.213889
Median Absolute Deviation (MAD)	8.6
Skewness	-2.9766119
Sum	3031.7
Variance	288.63437
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
94.7	2	4.7%
100.1	2	4.7%
104.8	1	2.3%
88.4	1	2.3%
96.4	1	2.3%
88.7	1	2.3%
89.3	1	2.3%
90.7	1	2.3%
78.1	1	2.3%
83.5	1	2.3%
Other values (24)	24	55.8%
(Missing)	7	16.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.9	1	2.3%
63.4	1	2.3%
68.0	1	2.3%
71.7	1	2.3%
73.0	1	2.3%
74.2	1	2.3%
75.8	1	2.3%
76.1	1	2.3%
76.7	1	2.3%
78.1	1	2.3%

Value	Count	Frequency (%)
104.8	1	2.3%
100.9	1	2.3%
100.2	1	2.3%
100.1	2	4.7%
99.1	1	2.3%
96.4	1	2.3%
96.1	1	2.3%
94.7	2	4.7%
91.6	1	2.3%
90.7	1	2.3%

고 리 4WH
Real number (ℝ)

MISSING

Distinct	33
Distinct (%)	94.3%
Missing	8
Missing (%)	18.6%
Infinite	0
Infinite (%)	0.0%
Mean	85.922857

Minimum	23.6
Maximum	106
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	23.6
5-th percentile	65.38
Q1	80.65
median	88.8
Q3	93.9
95-th percentile	105.02
Maximum	106
Range	82.4
Interquartile range (IQR)	13.25

Descriptive statistics

Standard deviation	15.39792
Coefficient of variation (CV)	0.17920633
Kurtosis	7.4555325
Mean	85.922857
Median Absolute Deviation (MAD)	6.3
Skewness	-2.2331833
Sum	3007.3
Variance	237.09593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
95.1	2	4.7%
87.8	2	4.7%
104.9	1	2.3%
88.0	1	2.3%
97.4	1	2.3%
91.8	1	2.3%
93.6	1	2.3%
92.9	1	2.3%
100.1	1	2.3%
75.5	1	2.3%
Other values (23)	23	53.5%
(Missing)	8	18.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23.6	1	2.3%
51.1	1	2.3%
71.5	1	2.3%
73.7	1	2.3%
74.1	1	2.3%
75.5	1	2.3%
77.3	1	2.3%
78.1	1	2.3%
79.6	1	2.3%
81.7	1	2.3%

Value	Count	Frequency (%)
106.0	1	2.3%
105.3	1	2.3%
104.9	1	2.3%
100.1	1	2.3%
97.4	1	2.3%
97.0	1	2.3%
95.1	2	4.7%
94.2	1	2.3%
93.6	1	2.3%
93.2	1	2.3%

신고리 1두중
Real number (ℝ)

MISSING

Distinct	10
Distinct (%)	100.0%
Missing	33
Missing (%)	76.7%
Infinite	0
Infinite (%)	0.0%
Mean	73.05

Minimum	5.8
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	5.8
5-th percentile	15.16
Q1	76.35
median	83
Q3	89.525
95-th percentile	99.82
Maximum	100
Range	94.2
Interquartile range (IQR)	13.175

Descriptive statistics

Standard deviation	31.378275
Coefficient of variation (CV)	0.42954517
Kurtosis	1.578612
Mean	73.05
Median Absolute Deviation (MAD)	7.85
Skewness	-1.5991689
Sum	730.5
Variance	984.59611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
100.0	1	2.3%
81.2	1	2.3%
26.6	1	2.3%
84.8	1	2.3%
86.3	1	2.3%
99.6	1	2.3%
5.8	1	2.3%
80.7	1	2.3%
74.9	1	2.3%
90.6	1	2.3%
(Missing)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.8	1	2.3%
26.6	1	2.3%
74.9	1	2.3%
80.7	1	2.3%
81.2	1	2.3%
84.8	1	2.3%
86.3	1	2.3%
90.6	1	2.3%
99.6	1	2.3%
100.0	1	2.3%

Value	Count	Frequency (%)
100.0	1	2.3%
99.6	1	2.3%
90.6	1	2.3%
86.3	1	2.3%
84.8	1	2.3%
81.2	1	2.3%
80.7	1	2.3%
74.9	1	2.3%
26.6	1	2.3%
5.8	1	2.3%

신고리 2두중
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	34
Missing (%)	79.1%
Infinite	0
Infinite (%)	0.0%
Mean	82.9

Minimum	40.8
Maximum	100.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	40.8
5-th percentile	54.84
Q1	79
median	84.9
Q3	95.1
95-th percentile	99.46
Maximum	100.1
Range	59.3
Interquartile range (IQR)	16.1

Descriptive statistics

Standard deviation	18.135462
Coefficient of variation (CV)	0.21876312
Kurtosis	3.6527798
Mean	82.9
Median Absolute Deviation (MAD)	9
Skewness	-1.7109041
Sum	746.1
Variance	328.895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
98.5	1	2.3%
40.8	1	2.3%
95.1	1	2.3%
84.9	1	2.3%
75.9	1	2.3%
100.1	1	2.3%
79.0	1	2.3%
79.4	1	2.3%
92.4	1	2.3%
(Missing)	34	79.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40.8	1	2.3%
75.9	1	2.3%
79.0	1	2.3%
79.4	1	2.3%
84.9	1	2.3%
92.4	1	2.3%
95.1	1	2.3%
98.5	1	2.3%
100.1	1	2.3%

Value	Count	Frequency (%)
100.1	1	2.3%
98.5	1	2.3%
95.1	1	2.3%
92.4	1	2.3%
84.9	1	2.3%
79.4	1	2.3%
79.0	1	2.3%
75.9	1	2.3%
40.8	1	2.3%

신고리 3두중
Categorical

IMBALANCE

Distinct	6
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Memory size	476.0 B

<NA>	38
102.4	1
102.0	1
48.7	1
88.4	1

Length

Max length	5
Median length	4
Mean length	4.0465116
Min length	4

Unique

Unique	5 ?
Unique (%)	11.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	38	88.4%
102.4	1	2.3%
102.0	1	2.3%
48.7	1	2.3%
88.4	1	2.3%
68.7	1	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	38	88.4%
102.4	1	2.3%
102.0	1	2.3%
48.7	1	2.3%
88.4	1	2.3%
68.7	1	2.3%

신고리 4두중
Categorical

IMBALANCE

Distinct	3
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Memory size	476.0 B

<NA>	41
102.7	1
78.5	1

Length

Max length	5
Median length	4
Mean length	4.0232558
Min length	4

Unique

Unique	2 ?
Unique (%)	4.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	41	95.3%
102.7	1	2.3%
78.5	1	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	41	95.3%
102.7	1	2.3%
78.5	1	2.3%

월 성 1AC
Real number (ℝ)

MISSING ZEROS

Distinct	32
Distinct (%)	94.1%
Missing	9
Missing (%)	20.9%
Infinite	0
Infinite (%)	0.0%
Mean	75.844118

Minimum	0
Maximum	102.1
Zeros	2
Zeros (%)	4.7%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	0
5-th percentile	15.145
Q1	77.9
median	82.95
Q3	91.075
95-th percentile	99.415
Maximum	102.1
Range	102.1
Interquartile range (IQR)	13.175

Descriptive statistics

Standard deviation	25.807671
Coefficient of variation (CV)	0.34027254
Kurtosis	3.1000476
Mean	75.844118
Median Absolute Deviation (MAD)	8.1
Skewness	-1.8777079
Sum	2578.7
Variance	666.03587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
81.0	2	4.7%
0.0	2	4.7%
89.8	1	2.3%
99.1	1	2.3%
89.5	1	2.3%
90.3	1	2.3%
77.7	1	2.3%
91.4	1	2.3%
93.0	1	2.3%
80.9	1	2.3%
Other values (22)	22	51.2%
(Missing)	9	20.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	4.7%
23.3	1	2.3%
40.6	1	2.3%
49.3	1	2.3%
53.3	1	2.3%
61.9	1	2.3%
66.8	1	2.3%
77.7	1	2.3%
78.5	1	2.3%
79.4	1	2.3%

Value	Count	Frequency (%)
102.1	1	2.3%
100.0	1	2.3%
99.1	1	2.3%
95.8	1	2.3%
94.4	1	2.3%
93.0	1	2.3%
92.9	1	2.3%
91.4	1	2.3%
91.1	1	2.3%
91.0	1	2.3%

월 성 2AC
Real number (ℝ)

MISSING

Distinct	23
Distinct (%)	95.8%
Missing	19
Missing (%)	44.2%
Infinite	0
Infinite (%)	0.0%
Mean	91.220833

Minimum	74.4
Maximum	99.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	74.4
5-th percentile	76.16
Q1	90.75
median	92.45
Q3	95
95-th percentile	99.375
Maximum	99.7
Range	25.3
Interquartile range (IQR)	4.25

Descriptive statistics

Standard deviation	6.7649981
Coefficient of variation (CV)	0.07416067
Kurtosis	1.3395986
Mean	91.220833
Median Absolute Deviation (MAD)	2.4
Skewness	-1.273335
Sum	2189.3
Variance	45.765199
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
91.6	2	4.7%
93.7	1	2.3%
74.9	1	2.3%
83.3	1	2.3%
90.6	1	2.3%
74.4	1	2.3%
92.9	1	2.3%
91.3	1	2.3%
83.7	1	2.3%
94.4	1	2.3%
Other values (13)	13	30.2%
(Missing)	19	44.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74.4	1	2.3%
74.9	1	2.3%
83.3	1	2.3%
83.6	1	2.3%
83.7	1	2.3%
90.6	1	2.3%
90.8	1	2.3%
90.9	1	2.3%
91.3	1	2.3%
91.6	2	4.7%

Value	Count	Frequency (%)
99.7	1	2.3%
99.6	1	2.3%
98.1	1	2.3%
97.2	1	2.3%
97.1	1	2.3%
95.3	1	2.3%
94.9	1	2.3%
94.8	1	2.3%
94.4	1	2.3%
93.7	1	2.3%

월 성 3AC
Real number (ℝ)

MISSING

Distinct	23
Distinct (%)	100.0%
Missing	20
Missing (%)	46.5%
Infinite	0
Infinite (%)	0.0%
Mean	86.908696

Minimum	32.8
Maximum	104.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	32.8
5-th percentile	60.01
Q1	83.8
median	94
Q3	96.75
95-th percentile	102.55
Maximum	104.5
Range	71.7
Interquartile range (IQR)	12.95

Descriptive statistics

Standard deviation	16.771185
Coefficient of variation (CV)	0.19297476
Kurtosis	3.9148056
Mean	86.908696
Median Absolute Deviation (MAD)	3.5
Skewness	-1.8941531
Sum	1998.9
Variance	281.27265
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
82.0	1	2.3%
63.7	1	2.3%
59.6	1	2.3%
73.6	1	2.3%
32.8	1	2.3%
70.9	1	2.3%
94.7	1	2.3%
85.6	1	2.3%
92.6	1	2.3%
90.7	1	2.3%
Other values (13)	13	30.2%
(Missing)	20	46.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32.8	1	2.3%
59.6	1	2.3%
63.7	1	2.3%
70.9	1	2.3%
73.6	1	2.3%
82.0	1	2.3%
85.6	1	2.3%
86.0	1	2.3%
90.7	1	2.3%
92.6	1	2.3%

Value	Count	Frequency (%)
104.5	1	2.3%
103.0	1	2.3%
98.5	1	2.3%
97.5	1	2.3%
97.3	1	2.3%
97.1	1	2.3%
96.4	1	2.3%
95.8	1	2.3%
95.3	1	2.3%
94.7	1	2.3%

월 성 4AC
Real number (ℝ)

MISSING

Distinct	21
Distinct (%)	95.5%
Missing	21
Missing (%)	48.8%
Infinite	0
Infinite (%)	0.0%
Mean	92.463636

Minimum	75.8
Maximum	103
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	75.8
5-th percentile	79.015
Q1	88.325
median	94.3
Q3	98
95-th percentile	100.39
Maximum	103
Range	27.2
Interquartile range (IQR)	9.675

Descriptive statistics

Standard deviation	7.2964796
Coefficient of variation (CV)	0.078911883
Kurtosis	-0.013726227
Mean	92.463636
Median Absolute Deviation (MAD)	4.1
Skewness	-0.8396188
Sum	2034.2
Variance	53.238615
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
94.3	2	4.7%
95.5	1	2.3%
94.7	1	2.3%
78.8	1	2.3%
83.4	1	2.3%
83.1	1	2.3%
99.3	1	2.3%
75.8	1	2.3%
87.7	1	2.3%
85.1	1	2.3%
Other values (11)	11	25.6%
(Missing)	21	48.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
75.8	1	2.3%
78.8	1	2.3%
83.1	1	2.3%
83.4	1	2.3%
85.1	1	2.3%
87.7	1	2.3%
90.2	1	2.3%
92.5	1	2.3%
93.2	1	2.3%
94.2	1	2.3%

Value	Count	Frequency (%)
103.0	1	2.3%
100.4	1	2.3%
100.2	1	2.3%
99.3	1	2.3%
98.4	1	2.3%
98.2	1	2.3%
97.4	1	2.3%
95.5	1	2.3%
94.7	1	2.3%
94.5	1	2.3%

S 1두중
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	34
Missing (%)	79.1%
Infinite	0
Infinite (%)	0.0%
Mean	83.677778

Minimum	38.1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	38.1
5-th percentile	51.42
Q1	80.4
median	85
Q3	98.5
95-th percentile	99.72
Maximum	100
Range	61.9
Interquartile range (IQR)	18.1

Descriptive statistics

Standard deviation	19.736754
Coefficient of variation (CV)	0.23586613
Kurtosis	3.4389129
Mean	83.677778
Median Absolute Deviation (MAD)	13.5
Skewness	-1.7435465
Sum	753.1
Variance	389.53944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
95.7	1	2.3%
38.1	1	2.3%
99.3	1	2.3%
71.4	1	2.3%
84.7	1	2.3%
98.5	1	2.3%
80.4	1	2.3%
85.0	1	2.3%
100.0	1	2.3%
(Missing)	34	79.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
38.1	1	2.3%
71.4	1	2.3%
80.4	1	2.3%
84.7	1	2.3%
85.0	1	2.3%
95.7	1	2.3%
98.5	1	2.3%
99.3	1	2.3%
100.0	1	2.3%

Value	Count	Frequency (%)
100.0	1	2.3%
99.3	1	2.3%
98.5	1	2.3%
95.7	1	2.3%
85.0	1	2.3%
84.7	1	2.3%
80.4	1	2.3%
71.4	1	2.3%
38.1	1	2.3%

S 2두중
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	100.0%
Missing	37
Missing (%)	86.0%
Infinite	0
Infinite (%)	0.0%
Mean	84.533333

Minimum	71.7
Maximum	100.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	71.7
5-th percentile	72.575
Q1	75.7
median	80.05
Q3	95.65
95-th percentile	100.2
Maximum	100.3
Range	28.6
Interquartile range (IQR)	19.95

Descriptive statistics

Standard deviation	12.593437
Coefficient of variation (CV)	0.148976
Kurtosis	-1.9316224
Mean	84.533333
Median Absolute Deviation (MAD)	6.6
Skewness	0.63426995
Sum	507.2
Variance	158.59467
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
100.3	1	2.3%
82.9	1	2.3%
71.7	1	2.3%
77.2	1	2.3%
75.2	1	2.3%
99.9	1	2.3%
(Missing)	37	86.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
71.7	1	2.3%
75.2	1	2.3%
77.2	1	2.3%
82.9	1	2.3%
99.9	1	2.3%
100.3	1	2.3%

Value	Count	Frequency (%)
100.3	1	2.3%
99.9	1	2.3%
82.9	1	2.3%
77.2	1	2.3%
75.2	1	2.3%
71.7	1	2.3%

한 빛 1WH
Real number (ℝ)

MISSING

Distinct	32
Distinct (%)	91.4%
Missing	8
Missing (%)	18.6%
Infinite	0
Infinite (%)	0.0%
Mean	86.122857

Minimum	16.6
Maximum	104.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	16.6
5-th percentile	70.03
Q1	81.65
median	88.2
Q3	93.2
95-th percentile	103.83
Maximum	104.4
Range	87.8
Interquartile range (IQR)	11.55

Descriptive statistics

Standard deviation	15.741666
Coefficient of variation (CV)	0.18278151
Kurtosis	10.625562
Mean	86.122857
Median Absolute Deviation (MAD)	5.9
Skewness	-2.5686917
Sum	3014.3
Variance	247.80005
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
77.6	2	4.7%
92.9	2	4.7%
84.5	2	4.7%
103.5	1	2.3%
101.0	1	2.3%
89.0	1	2.3%
93.5	1	2.3%
101.1	1	2.3%
82.4	1	2.3%
82.3	1	2.3%
Other values (22)	22	51.2%
(Missing)	8	18.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16.6	1	2.3%
62.4	1	2.3%
73.3	1	2.3%
73.4	1	2.3%
75.2	1	2.3%
77.6	2	4.7%
78.6	1	2.3%
81.0	1	2.3%
82.3	1	2.3%
82.4	1	2.3%

Value	Count	Frequency (%)
104.4	1	2.3%
103.9	1	2.3%
103.8	1	2.3%
103.5	1	2.3%
101.1	1	2.3%
101.0	1	2.3%
100.0	1	2.3%
99.5	1	2.3%
93.5	1	2.3%
92.9	2	4.7%

한 빛 2WH
Real number (ℝ)

MISSING

Distinct	32
Distinct (%)	94.1%
Missing	9
Missing (%)	20.9%
Infinite	0
Infinite (%)	0.0%
Mean	84.338235

Minimum	34.1
Maximum	102.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	34.1
5-th percentile	65.335
Q1	77.275
median	86.8
Q3	91.875
95-th percentile	101.44
Maximum	102.5
Range	68.4
Interquartile range (IQR)	14.6

Descriptive statistics

Standard deviation	13.474645
Coefficient of variation (CV)	0.15976912
Kurtosis	5.2007511
Mean	84.338235
Median Absolute Deviation (MAD)	7.2
Skewness	-1.7914949
Sum	2867.5
Variance	181.56607
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
89.4	2	4.7%
77.1	2	4.7%
86.7	1	2.3%
53.7	1	2.3%
34.1	1	2.3%
92.1	1	2.3%
76.3	1	2.3%
99.6	1	2.3%
77.8	1	2.3%
75.1	1	2.3%
Other values (22)	22	51.2%
(Missing)	9	20.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34.1	1	2.3%
53.7	1	2.3%
71.6	1	2.3%
74.9	1	2.3%
75.1	1	2.3%
75.5	1	2.3%
76.3	1	2.3%
77.1	2	4.7%
77.8	1	2.3%
78.6	1	2.3%

Value	Count	Frequency (%)
102.5	1	2.3%
101.7	1	2.3%
101.3	1	2.3%
99.6	1	2.3%
95.9	1	2.3%
95.6	1	2.3%
92.8	1	2.3%
92.1	1	2.3%
92.0	1	2.3%
91.5	1	2.3%

한 빛 3CE
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	96.2%
Missing	17
Missing (%)	39.5%
Infinite	0
Infinite (%)	0.0%
Mean	79.265385

Minimum	0
Maximum	104.1
Zeros	1
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	0
5-th percentile	15.725
Q1	79.05
median	89.05
Q3	92.025
95-th percentile	102.9
Maximum	104.1
Range	104.1
Interquartile range (IQR)	12.975

Descriptive statistics

Standard deviation	26.984113
Coefficient of variation (CV)	0.34042745
Kurtosis	3.2697002
Mean	79.265385
Median Absolute Deviation (MAD)	9.1
Skewness	-1.9378465
Sum	2060.9
Variance	728.14235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
91.8	2	4.7%
100.8	1	2.3%
9.1	1	2.3%
0.0	1	2.3%
35.6	1	2.3%
99.8	1	2.3%
79.8	1	2.3%
57.6	1	2.3%
78.8	1	2.3%
54.1	1	2.3%
Other values (15)	15	34.9%
(Missing)	17	39.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	2.3%
9.1	1	2.3%
35.6	1	2.3%
54.1	1	2.3%
57.6	1	2.3%
76.6	1	2.3%
78.8	1	2.3%
79.8	1	2.3%
80.1	1	2.3%
87.0	1	2.3%

Value	Count	Frequency (%)
104.1	1	2.3%
103.6	1	2.3%
100.8	1	2.3%
100.0	1	2.3%
99.8	1	2.3%
93.9	1	2.3%
92.1	1	2.3%
91.8	2	4.7%
91.6	1	2.3%
90.3	1	2.3%

한 빛 4CE
Real number (ℝ)

MISSING ZEROS

Distinct	23
Distinct (%)	92.0%
Missing	18
Missing (%)	41.9%
Infinite	0
Infinite (%)	0.0%
Mean	77.164

Minimum	0
Maximum	102.9
Zeros	3
Zeros (%)	7.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	81.7
median	88.6
Q3	92.1
95-th percentile	101.14
Maximum	102.9
Range	102.9
Interquartile range (IQR)	10.4

Descriptive statistics

Standard deviation	31.989163
Coefficient of variation (CV)	0.41456072
Kurtosis	2.2516102
Mean	77.164
Median Absolute Deviation (MAD)	4.7
Skewness	-1.8660101
Sum	1929.1
Variance	1023.3066
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0.0	3	7.0%
81.7	1	2.3%
37.5	1	2.3%
99.6	1	2.3%
62.9	1	2.3%
77.9	1	2.3%
86.6	1	2.3%
88.8	1	2.3%
91.2	1	2.3%
100.9	1	2.3%
Other values (13)	13	30.2%
(Missing)	18	41.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3	7.0%
37.5	1	2.3%
62.9	1	2.3%
77.9	1	2.3%
81.7	1	2.3%
86.5	1	2.3%
86.6	1	2.3%
87.1	1	2.3%
87.3	1	2.3%
88.1	1	2.3%

Value	Count	Frequency (%)
102.9	1	2.3%
101.2	1	2.3%
100.9	1	2.3%
99.9	1	2.3%
99.6	1	2.3%
93.3	1	2.3%
92.1	1	2.3%
91.8	1	2.3%
91.7	1	2.3%
91.5	1	2.3%

한 빛 5두중
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	94.7%
Missing	24
Missing (%)	55.8%
Infinite	0
Infinite (%)	0.0%
Mean	85.410526

Minimum	31
Maximum	103.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	31
5-th percentile	63.31
Q1	79.95
median	90.1
Q3	96.2
95-th percentile	99.88
Maximum	103.3
Range	72.3
Interquartile range (IQR)	16.25

Descriptive statistics

Standard deviation	16.652524
Coefficient of variation (CV)	0.19497039
Kurtosis	5.6933324
Mean	85.410526
Median Absolute Deviation (MAD)	9.1
Skewness	-2.0538609
Sum	1622.8
Variance	277.30655
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
99.5	2	4.7%
72.1	1	2.3%
31.0	1	2.3%
83.7	1	2.3%
76.6	1	2.3%
99.2	1	2.3%
80.4	1	2.3%
79.5	1	2.3%
94.1	1	2.3%
103.3	1	2.3%
Other values (8)	8	18.6%
(Missing)	24	55.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31.0	1	2.3%
66.9	1	2.3%
72.1	1	2.3%
76.6	1	2.3%
79.5	1	2.3%
80.4	1	2.3%
81.1	1	2.3%
83.7	1	2.3%
88.9	1	2.3%
90.1	1	2.3%

Value	Count	Frequency (%)
103.3	1	2.3%
99.5	2	4.7%
99.2	1	2.3%
97.8	1	2.3%
94.6	1	2.3%
94.1	1	2.3%
93.6	1	2.3%
90.9	1	2.3%
90.1	1	2.3%
88.9	1	2.3%

한 빛 6두중
Real number (ℝ)

MISSING

Distinct	19
Distinct (%)	100.0%
Missing	24
Missing (%)	55.8%
Infinite	0
Infinite (%)	0.0%
Mean	88.663158

Minimum	52.7
Maximum	105.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	52.7
5-th percentile	71.42
Q1	84.95
median	91.7
Q3	93.6
95-th percentile	100.8
Maximum	105.3
Range	52.6
Interquartile range (IQR)	8.65

Descriptive statistics

Standard deviation	11.668248
Coefficient of variation (CV)	0.13160199
Kurtosis	4.2243804
Mean	88.663158
Median Absolute Deviation (MAD)	4.9
Skewness	-1.7188772
Sum	1684.6
Variance	136.14801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
92.5	1	2.3%
100.3	1	2.3%
73.5	1	2.3%
91.5	1	2.3%
52.7	1	2.3%
86.8	1	2.3%
92.1	1	2.3%
81.8	1	2.3%
98.1	1	2.3%
105.3	1	2.3%
Other values (9)	9	20.9%
(Missing)	24	55.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
52.7	1	2.3%
73.5	1	2.3%
76.6	1	2.3%
81.8	1	2.3%
83.1	1	2.3%
86.8	1	2.3%
90.6	1	2.3%
91.0	1	2.3%
91.5	1	2.3%
91.7	1	2.3%

Value	Count	Frequency (%)
105.3	1	2.3%
100.3	1	2.3%
98.1	1	2.3%
98.0	1	2.3%
94.0	1	2.3%
93.2	1	2.3%
92.5	1	2.3%
92.1	1	2.3%
91.8	1	2.3%
91.7	1	2.3%

한 울 1FR
Real number (ℝ)

MISSING

Distinct	30
Distinct (%)	90.9%
Missing	10
Missing (%)	23.3%
Infinite	0
Infinite (%)	0.0%
Mean	85.133333

Minimum	40.8
Maximum	103.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	40.8
5-th percentile	65.62
Q1	81.2
median	87.7
Q3	90.4
95-th percentile	99.22
Maximum	103.8
Range	63
Interquartile range (IQR)	9.2

Descriptive statistics

Standard deviation	11.687832
Coefficient of variation (CV)	0.13728855
Kurtosis	5.6602309
Mean	85.133333
Median Absolute Deviation (MAD)	4
Skewness	-1.895938
Sum	2809.4
Variance	136.60542
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
88.1	3	7.0%
87.6	2	4.7%
87.7	1	2.3%
78.9	1	2.3%
83.7	1	2.3%
65.9	1	2.3%
75.3	1	2.3%
81.2	1	2.3%
91.9	1	2.3%
85.8	1	2.3%
Other values (20)	20	46.5%
(Missing)	10	23.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40.8	1	2.3%
65.2	1	2.3%
65.9	1	2.3%
71.3	1	2.3%
75.3	1	2.3%
78.5	1	2.3%
78.9	1	2.3%
80.1	1	2.3%
81.2	1	2.3%
83.7	1	2.3%

Value	Count	Frequency (%)
103.8	1	2.3%
99.7	1	2.3%
98.9	1	2.3%
96.0	1	2.3%
93.1	1	2.3%
91.9	1	2.3%
91.7	1	2.3%
90.9	1	2.3%
90.4	1	2.3%
90.3	1	2.3%

한 울 2FR
Real number (ℝ)

MISSING

Distinct	29
Distinct (%)	90.6%
Missing	11
Missing (%)	25.6%
Infinite	0
Infinite (%)	0.0%
Mean	87.025

Minimum	45.8
Maximum	100.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	45.8
5-th percentile	65.44
Q1	84.5
median	88.9
Q3	91.9
95-th percentile	99.105
Maximum	100.5
Range	54.7
Interquartile range (IQR)	7.4

Descriptive statistics

Standard deviation	11.303582
Coefficient of variation (CV)	0.12988891
Kurtosis	5.4971087
Mean	87.025
Median Absolute Deviation (MAD)	4.1
Skewness	-2.0465564
Sum	2784.8
Variance	127.77097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
88.9	2	4.7%
90.9	2	4.7%
88.2	2	4.7%
96.0	1	2.3%
78.3	1	2.3%
59.5	1	2.3%
89.0	1	2.3%
86.6	1	2.3%
99.6	1	2.3%
84.6	1	2.3%
Other values (19)	19	44.2%
(Missing)	11	25.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
45.8	1	2.3%
59.5	1	2.3%
70.3	1	2.3%
78.3	1	2.3%
80.0	1	2.3%
82.0	1	2.3%
83.0	1	2.3%
84.2	1	2.3%
84.6	1	2.3%
85.2	1	2.3%

Value	Count	Frequency (%)
100.5	1	2.3%
99.6	1	2.3%
98.7	1	2.3%
98.2	1	2.3%
97.9	1	2.3%
96.6	1	2.3%
96.0	1	2.3%
92.8	1	2.3%
91.6	1	2.3%
91.5	1	2.3%

한 울 3두중
Real number (ℝ)

MISSING

Distinct	22
Distinct (%)	95.7%
Missing	20
Missing (%)	46.5%
Infinite	0
Infinite (%)	0.0%
Mean	87.821739

Minimum	41.4
Maximum	104.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	41.4
5-th percentile	54.18
Q1	86.8
median	92.4
Q3	98.35
95-th percentile	103.36
Maximum	104.4
Range	63
Interquartile range (IQR)	11.55

Descriptive statistics

Standard deviation	16.169977
Coefficient of variation (CV)	0.18412271
Kurtosis	2.4140882
Mean	87.821739
Median Absolute Deviation (MAD)	7.5
Skewness	-1.6694346
Sum	2019.9
Variance	261.46814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
100.3	2	4.7%
76.0	1	2.3%
67.5	1	2.3%
92.4	1	2.3%
52.7	1	2.3%
99.9	1	2.3%
41.4	1	2.3%
100.0	1	2.3%
69.3	1	2.3%
90.4	1	2.3%
Other values (12)	12	27.9%
(Missing)	20	46.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41.4	1	2.3%
52.7	1	2.3%
67.5	1	2.3%
69.3	1	2.3%
76.0	1	2.3%
83.5	1	2.3%
90.1	1	2.3%
90.4	1	2.3%
90.8	1	2.3%
92.0	1	2.3%

Value	Count	Frequency (%)
104.4	1	2.3%
103.7	1	2.3%
100.3	2	4.7%
100.0	1	2.3%
99.9	1	2.3%
96.8	1	2.3%
94.9	1	2.3%
94.8	1	2.3%
93.5	1	2.3%
93.0	1	2.3%

한 울 4두중
Real number (ℝ)

MISSING ZEROS

Distinct	21
Distinct (%)	100.0%
Missing	22
Missing (%)	51.2%
Infinite	0
Infinite (%)	0.0%
Mean	82.352381

Minimum	0
Maximum	103.3
Zeros	1
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	0
5-th percentile	37.8
Q1	83.7
median	91.2
Q3	95.4
95-th percentile	100.6
Maximum	103.3
Range	103.3
Interquartile range (IQR)	11.7

Descriptive statistics

Standard deviation	24.119963
Coefficient of variation (CV)	0.29288726
Kurtosis	6.6104485
Mean	82.352381
Median Absolute Deviation (MAD)	5.6
Skewness	-2.4686081
Sum	1729.4
Variance	581.77262
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
93.1	1	2.3%
85.6	1	2.3%
95.5	1	2.3%
76.8	1	2.3%
93.8	1	2.3%
60.7	1	2.3%
83.7	1	2.3%
98.1	1	2.3%
37.8	1	2.3%
0.0	1	2.3%
Other values (11)	11	25.6%
(Missing)	22	51.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	2.3%
37.8	1	2.3%
60.7	1	2.3%
69.4	1	2.3%
76.8	1	2.3%
83.7	1	2.3%
84.7	1	2.3%
85.6	1	2.3%
88.1	1	2.3%
90.7	1	2.3%

Value	Count	Frequency (%)
103.3	1	2.3%
100.6	1	2.3%
98.1	1	2.3%
96.1	1	2.3%
95.5	1	2.3%
95.4	1	2.3%
93.8	1	2.3%
93.4	1	2.3%
93.1	1	2.3%
91.4	1	2.3%

한 울 5두중
Real number (ℝ)

MISSING

Distinct	16
Distinct (%)	94.1%
Missing	26
Missing (%)	60.5%
Infinite	0
Infinite (%)	0.0%
Mean	89.988235

Minimum	74.3
Maximum	102.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	74.3
5-th percentile	75.9
Q1	84.2
median	91
Q3	99.4
95-th percentile	100.88
Maximum	102.8
Range	28.5
Interquartile range (IQR)	15.2

Descriptive statistics

Standard deviation	9.1070634
Coefficient of variation (CV)	0.10120282
Kurtosis	-1.0700428
Mean	89.988235
Median Absolute Deviation (MAD)	8.4
Skewness	-0.28107868
Sum	1529.8
Variance	82.938603
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
100.3	2	4.7%
85.5	1	2.3%
74.3	1	2.3%
79.8	1	2.3%
76.3	1	2.3%
78.4	1	2.3%
99.4	1	2.3%
84.2	1	2.3%
102.8	1	2.3%
88.3	1	2.3%
Other values (6)	6	14.0%
(Missing)	26	60.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74.3	1	2.3%
76.3	1	2.3%
78.4	1	2.3%
79.8	1	2.3%
84.2	1	2.3%
85.5	1	2.3%
88.3	1	2.3%
90.6	1	2.3%
91.0	1	2.3%
92.2	1	2.3%

Value	Count	Frequency (%)
102.8	1	2.3%
100.4	1	2.3%
100.3	2	4.7%
99.4	1	2.3%
93.6	1	2.3%
92.4	1	2.3%
92.2	1	2.3%
91.0	1	2.3%
90.6	1	2.3%
88.3	1	2.3%

한 울 6두중
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	93.8%
Missing	27
Missing (%)	62.8%
Infinite	0
Infinite (%)	0.0%
Mean	88.9625

Minimum	74.2
Maximum	103.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	74.2
5-th percentile	74.875
Q1	82.7
median	89.85
Q3	94.625
95-th percentile	101.075
Maximum	103.7
Range	29.5
Interquartile range (IQR)	11.925

Descriptive statistics

Standard deviation	9.3839491
Coefficient of variation (CV)	0.10548207
Kurtosis	-1.0334408
Mean	88.9625
Median Absolute Deviation (MAD)	7.8
Skewness	-0.13651909
Sum	1423.4
Variance	88.0585
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
92.9	2	4.7%
103.7	1	2.3%
85.2	1	2.3%
91.0	1	2.3%
99.9	1	2.3%
91.8	1	2.3%
88.2	1	2.3%
99.8	1	2.3%
88.7	1	2.3%
74.2	1	2.3%
Other values (5)	5	11.6%
(Missing)	27	62.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74.2	1	2.3%
75.1	1	2.3%
77.4	1	2.3%
78.2	1	2.3%
84.2	1	2.3%
85.2	1	2.3%
88.2	1	2.3%
88.7	1	2.3%
91.0	1	2.3%
91.8	1	2.3%

Value	Count	Frequency (%)
103.7	1	2.3%
100.2	1	2.3%
99.9	1	2.3%
99.8	1	2.3%
92.9	2	4.7%
91.8	1	2.3%
91.0	1	2.3%
88.7	1	2.3%
88.2	1	2.3%
85.2	1	2.3%

First rows
Last rows

	년도 호기	고 리 1WH	고 리 2WH	고 리 3WH	고 리 4WH	신고리 1두중	신고리 2두중	신고리 3두중	신고리 4두중	월 성 1AC	월 성 2AC	월 성 3AC	월 성 4AC	S 1두중	S 2두중	한 빛 1WH	한 빛 2WH	한 빛 3CE	한 빛 4CE	한 빛 5두중	한 빛 6두중	한 울 1FR	한 울 2FR	한 울 3두중	한 울 4두중	한 울 5두중	한 울 6두중
0	1978	46.3	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	1979	61.3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	1980	67.4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	1981	56.3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	1982	73.5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	1983	63.6	80.4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	61.9	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	1984	66.3	76.9	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	66.8	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	1985	65.5	70.1	89.7	<NA>	<NA>	<NA>	<NA>	<NA>	94.4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	1986	67.9	73.7	71.7	94.2	<NA>	<NA>	<NA>	<NA>	79.7	<NA>	<NA>	<NA>	<NA>	<NA>	88.2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	1987	94.0	79.7	73.0	73.7	<NA>	<NA>	<NA>	<NA>	92.9	<NA>	<NA>	<NA>	<NA>	<NA>	75.2	95.9	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	년도 호기	고 리 1WH	고 리 2WH	고 리 3WH	고 리 4WH	신고리 1두중	신고리 2두중	신고리 3두중	신고리 4두중	월 성 1AC	월 성 2AC	월 성 3AC	월 성 4AC	S 1두중	S 2두중	한 빛 1WH	한 빛 2WH	한 빛 3CE	한 빛 4CE	한 빛 5두중	한 빛 6두중	한 울 1FR	한 울 2FR	한 울 3두중	한 울 4두중	한 울 5두중	한 울 6두중
33	2011	87.9	98.8	90.7	92.9	100.0	<NA>	<NA>	<NA>	49.3	99.6	97.5	94.3	<NA>	<NA>	101.1	92.0	91.6	91.2	94.6	93.2	99.7	80.0	90.4	69.4	92.4	92.9
34	2012	51.0	84.5	78.1	100.1	81.2	98.5	<NA>	<NA>	81.0	94.4	90.7	100.2	95.7	<NA>	92.9	101.7	80.1	88.8	72.1	83.1	80.1	98.7	69.3	0.0	100.4	88.2
35	2013	49.9	80.9	100.1	75.5	26.6	40.8	<NA>	<NA>	<NA>	83.7	92.6	90.2	38.1	<NA>	82.4	75.1	54.1	86.6	94.1	98.1	85.8	88.2	100.0	37.8	85.5	99.8
36	2014	85.2	91.5	83.5	86.3	84.8	95.1	<NA>	<NA>	<NA>	91.3	85.6	85.1	99.3	<NA>	103.5	77.8	78.8	77.9	79.5	81.8	91.9	84.6	41.4	98.1	84.2	88.7
37	2015	82.5	78.9	80.9	97.0	86.3	84.9	<NA>	<NA>	95.8	92.9	94.7	87.7	71.4	100.3	82.3	92.1	57.6	62.9	80.4	92.1	88.1	99.6	99.9	83.7	99.4	74.2
38	2016	89.5	66.9	100.2	87.8	99.6	75.9	102.4	<NA>	53.3	74.4	70.9	75.8	84.7	82.9	73.4	34.1	79.8	99.6	99.2	86.8	81.2	86.6	52.7	60.7	78.4	100.2
39	2017	99.7	100.2	4.9	23.6	5.8	100.1	102.0	<NA>	40.6	90.6	32.8	99.3	98.5	71.7	73.3	77.1	99.8	37.5	76.6	52.7	75.3	89.0	92.4	93.8	76.3	78.2
40	2018	<NA>	47.9	63.4	71.5	80.7	79.0	48.7	<NA>	0.0	83.3	73.6	83.1	80.4	77.2	62.4	53.7	35.6	0.0	83.7	91.5	65.9	59.5	67.5	76.8	79.8	84.2
41	2019	<NA>	100.0	68.0	51.1	74.9	79.4	88.4	102.7	<NA>	91.6	59.6	83.4	85.0	75.2	16.6	86.7	0.0	0.0	99.5	73.5	83.7	78.3	76.0	95.5	74.3	77.4
42	2020	<NA>	36.7	78.9	81.7	90.6	92.4	68.7	78.5	<NA>	74.9	63.7	78.8	100.0	99.9	99.5	76.3	9.1	0.0	31.0	100.3	78.9	88.9	100.3	85.6	100.3	75.1

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Sample