gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	8760
Missing cells	39
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	915.5 KiB
Average record size in memory	107.0 B

Variable types

DateTime	1
Numeric	11

Dataset

Description	한국원자력연구원_환경방사선 감시 현황 데이터 입니다. 데이터 칼럼 리스트는 측정시간, 본관동편(ERM_2) mR/h, 기상탑(ERM_3) mR/h, 독신료(ERM_4) mR/h, 하나로서쪽(ERM_6) mR/h, 구즉도서관(ERM_7) mR/h, 제6연구동(ERM_8) mR/h, 구룡지(ERM_9) mR/h, 연산비교지점(ERM_R1) mR/h, 서울MW서쪽(ERM_S1) mR/h, 서울MW동쪽(ERM_S2) mR/h, 서울kW서쪽(ERM_S3) mR/h 입니다.원자력안전법 104조 (환경보전)에 따라, 원자력시설로부터의 방사선 비상을 조기에 탐지하기 위하여 한국원자력연구원 부지 내에 환경방사선을 감시하여 비교지점(논산시 연산면 소재)과 실시간으로 모니터링.측정된 방사선량률 수치는 시간당 밀리-렌트겐(mR/h) 또는 시간당 마이크로-렌트겐(uR/h)으로 표시
Author	한국원자력연구원
URL	https://www.data.go.kr/data/15012708/fileData.do

Alerts

`본관동편(ERM_2)` is highly overall correlated with `기상탑(ERM_3)` and 6 other fields	High correlation
`기상탑(ERM_3)` is highly overall correlated with `본관동편(ERM_2)` and 5 other fields	High correlation
`독신료(ERM_4)` is highly overall correlated with `본관동편(ERM_2)` and 1 other fields	High correlation
`하나로서쪽(ERM_6)` is highly overall correlated with `본관동편(ERM_2)` and 5 other fields	High correlation
`구즉도서관(ERM_7)` is highly overall correlated with `본관동편(ERM_2)` and 4 other fields	High correlation
`제6연구동(ERM_8)` is highly overall correlated with `본관동편(ERM_2)` and 7 other fields	High correlation
`구룡지(ERM_9)` is highly overall correlated with `본관동편(ERM_2)` and 5 other fields	High correlation
`연산비교지점(ERM_R1)` is highly overall correlated with `본관동편(ERM_2)` and 4 other fields	High correlation
`서울2호기서쪽(ERM_S1)` is highly overall correlated with `서울2호기동쪽(ERM_S2)` and 1 other fields	High correlation
`서울2호기동쪽(ERM_S2)` is highly overall correlated with `서울2호기서쪽(ERM_S1)` and 1 other fields	High correlation
`서울1호기서쪽(ERM_S3)` is highly overall correlated with `제6연구동(ERM_8)` and 2 other fields	High correlation
`측정시간` has unique values	Unique

Reproduction

Analysis started	2023-12-12 08:13:19.559620
Analysis finished	2023-12-12 08:13:39.180139
Duration	19.62 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

측정시간
Date

UNIQUE

Distinct	8760
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	68.6 KiB

Minimum	2021-01-01 00:00:00
Maximum	2021-12-31 23:00:00

Histogram

Histogram with fixed size bins (bins=50)

본관동편(ERM_2)
Real number (ℝ)

HIGH CORRELATION

Distinct	55
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.011880811

Minimum	0.0112
Maximum	0.0175
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	0.0112
5-th percentile	0.0115
Q1	0.0116
median	0.0118
Q3	0.012
95-th percentile	0.0124
Maximum	0.0175
Range	0.0063
Interquartile range (IQR)	0.0004

Descriptive statistics

Standard deviation	0.00045381817
Coefficient of variation (CV)	0.038197577
Kurtosis	31.360415
Mean	0.011880811
Median Absolute Deviation (MAD)	0.0002
Skewness	4.4821593
Sum	104.0759
Variance	2.0595094 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0117	1555	17.8%
0.0118	1352	15.4%
0.0116	1350	15.4%
0.0119	1082	12.4%
0.012	832	9.5%
0.0115	745	8.5%
0.0121	529	6.0%
0.0122	349	4.0%
0.0123	234	2.7%
0.0114	176	2.0%
Other values (45)	556	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0112	1	< 0.1%
0.0113	13	0.1%
0.0114	176	2.0%
0.0115	745	8.5%
0.0116	1350	15.4%
0.0117	1555	17.8%
0.0118	1352	15.4%
0.0119	1082	12.4%
0.012	832	9.5%
0.0121	529	6.0%

Value	Count	Frequency (%)
0.0175	1	< 0.1%
0.0171	3	< 0.1%
0.017	1	< 0.1%
0.0168	1	< 0.1%
0.0164	1	< 0.1%
0.0163	1	< 0.1%
0.0161	2	< 0.1%
0.016	1	< 0.1%
0.0158	2	< 0.1%
0.0157	3	< 0.1%

기상탑(ERM_3)
Real number (ℝ)

HIGH CORRELATION

Distinct	53
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.010467032

Minimum	0.0095
Maximum	0.0153
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	0.0095
5-th percentile	0.0101
Q1	0.0102
median	0.0104
Q3	0.0106
95-th percentile	0.011
Maximum	0.0153
Range	0.0058
Interquartile range (IQR)	0.0004

Descriptive statistics

Standard deviation	0.00041281267
Coefficient of variation (CV)	0.039439324
Kurtosis	26.483148
Mean	0.010467032
Median Absolute Deviation (MAD)	0.0002
Skewness	3.9620692
Sum	91.6912
Variance	1.704143 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0104	1454	16.6%
0.0103	1417	16.2%
0.0102	1171	13.4%
0.0105	1163	13.3%
0.0106	855	9.8%
0.0101	804	9.2%
0.0107	512	5.8%
0.0108	346	3.9%
0.01	277	3.2%
0.0109	179	2.0%
Other values (43)	582	6.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0095	1	< 0.1%
0.0098	1	< 0.1%
0.0099	37	0.4%
0.01	277	3.2%
0.0101	804	9.2%
0.0102	1171	13.4%
0.0103	1417	16.2%
0.0104	1454	16.6%
0.0105	1163	13.3%
0.0106	855	9.8%

Value	Count	Frequency (%)
0.0153	1	< 0.1%
0.0151	2	< 0.1%
0.015	1	< 0.1%
0.0149	1	< 0.1%
0.0146	1	< 0.1%
0.0144	2	< 0.1%
0.0143	1	< 0.1%
0.0142	1	< 0.1%
0.0141	1	< 0.1%
0.014	2	< 0.1%

독신료(ERM_4)
Real number (ℝ)

HIGH CORRELATION

Distinct	52
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.014741221

Minimum	0.0136
Maximum	0.0192
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	0.0136
5-th percentile	0.014
Q1	0.0145
median	0.0147
Q3	0.015
95-th percentile	0.0154
Maximum	0.0192
Range	0.0056
Interquartile range (IQR)	0.0005

Descriptive statistics

Standard deviation	0.00048088534
Coefficient of variation (CV)	0.032621811
Kurtosis	10.207806
Mean	0.014741221
Median Absolute Deviation (MAD)	0.0002
Skewness	1.8176285
Sum	129.1331
Variance	2.3125071 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0147	1049	12.0%
0.0146	998	11.4%
0.0149	968	11.1%
0.0148	954	10.9%
0.015	764	8.7%
0.0145	763	8.7%
0.0151	494	5.6%
0.0144	447	5.1%
0.0143	306	3.5%
0.0152	301	3.4%
Other values (42)	1716	19.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0136	13	0.1%
0.0137	42	0.5%
0.0138	117	1.3%
0.0139	143	1.6%
0.014	244	2.8%
0.0141	259	3.0%
0.0142	244	2.8%
0.0143	306	3.5%
0.0144	447	5.1%
0.0145	763	8.7%

Value	Count	Frequency (%)
0.0192	1	< 0.1%
0.019	1	< 0.1%
0.0189	1	< 0.1%
0.0187	1	< 0.1%
0.0185	2	< 0.1%
0.0184	1	< 0.1%
0.0182	2	< 0.1%
0.0181	2	< 0.1%
0.018	2	< 0.1%
0.0178	3	< 0.1%

하나로서쪽(ERM_6)
Real number (ℝ)

HIGH CORRELATION

Distinct	57
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.012931199

Minimum	0.0119
Maximum	0.0192
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	0.0119
5-th percentile	0.0125
Q1	0.0127
median	0.0129
Q3	0.0131
95-th percentile	0.0136
Maximum	0.0192
Range	0.0073
Interquartile range (IQR)	0.0004

Descriptive statistics

Standard deviation	0.00048066431
Coefficient of variation (CV)	0.037170902
Kurtosis	24.679789
Mean	0.012931199
Median Absolute Deviation (MAD)	0.0002
Skewness	3.6935524
Sum	113.2773
Variance	2.3103818 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0128	1167	13.3%
0.0129	1097	12.5%
0.0127	1012	11.6%
0.013	962	11.0%
0.0126	948	10.8%
0.0125	722	8.2%
0.0131	717	8.2%
0.0132	585	6.7%
0.0133	368	4.2%
0.0124	288	3.3%
Other values (47)	894	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0119	3	< 0.1%
0.012	12	0.1%
0.0121	7	0.1%
0.0122	33	0.4%
0.0123	91	1.0%
0.0124	288	3.3%
0.0125	722	8.2%
0.0126	948	10.8%
0.0127	1012	11.6%
0.0128	1167	13.3%

Value	Count	Frequency (%)
0.0192	1	< 0.1%
0.0183	1	< 0.1%
0.0179	2	< 0.1%
0.0178	1	< 0.1%
0.0177	2	< 0.1%
0.0175	1	< 0.1%
0.0173	2	< 0.1%
0.017	2	< 0.1%
0.0169	1	< 0.1%
0.0167	1	< 0.1%

구즉도서관(ERM_7)
Real number (ℝ)

HIGH CORRELATION

Distinct	45
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.012757158

Minimum	0.0117
Maximum	0.0175
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	0.0117
5-th percentile	0.0122
Q1	0.0125
median	0.0127
Q3	0.0129
95-th percentile	0.0133
Maximum	0.0175
Range	0.0058
Interquartile range (IQR)	0.0004

Descriptive statistics

Standard deviation	0.00039730673
Coefficient of variation (CV)	0.031143828
Kurtosis	12.320968
Mean	0.012757158
Median Absolute Deviation (MAD)	0.0002
Skewness	1.916973
Sum	111.7527
Variance	1.5785263 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0.0127	1228	14.0%
0.0128	1159	13.2%
0.0126	1004	11.5%
0.0129	972	11.1%
0.013	787	9.0%
0.0125	773	8.8%
0.0124	540	6.2%
0.0131	478	5.5%
0.0123	311	3.6%
0.0122	287	3.3%
Other values (35)	1221	13.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0117	4	< 0.1%
0.0118	26	0.3%
0.0119	55	0.6%
0.012	95	1.1%
0.0121	198	2.3%
0.0122	287	3.3%
0.0123	311	3.6%
0.0124	540	6.2%
0.0125	773	8.8%
0.0126	1004	11.5%

Value	Count	Frequency (%)
0.0175	1	< 0.1%
0.0168	1	< 0.1%
0.0165	1	< 0.1%
0.0163	2	< 0.1%
0.0162	1	< 0.1%
0.016	1	< 0.1%
0.0155	1	< 0.1%
0.0154	4	< 0.1%
0.0153	6	0.1%
0.0152	4	< 0.1%

제6연구동(ERM_8)
Real number (ℝ)

HIGH CORRELATION

Distinct	54
Distinct (%)	0.6%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.010790612

Minimum	0.0102
Maximum	0.0165
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	0.0102
5-th percentile	0.0104
Q1	0.0106
median	0.0107
Q3	0.0109
95-th percentile	0.0114
Maximum	0.0165
Range	0.0063
Interquartile range (IQR)	0.0003

Descriptive statistics

Standard deviation	0.00046894517
Coefficient of variation (CV)	0.043458625
Kurtosis	31.545691
Mean	0.010790612
Median Absolute Deviation (MAD)	0.0002
Skewness	4.5671823
Sum	94.4826
Variance	2.1990957 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0106	1772	20.2%
0.0107	1375	15.7%
0.0105	1310	15.0%
0.0108	1033	11.8%
0.0109	816	9.3%
0.011	605	6.9%
0.0104	562	6.4%
0.0111	328	3.7%
0.0112	194	2.2%
0.0103	159	1.8%
Other values (44)	602	6.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0102	29	0.3%
0.0103	159	1.8%
0.0104	562	6.4%
0.0105	1310	15.0%
0.0106	1772	20.2%
0.0107	1375	15.7%
0.0108	1033	11.8%
0.0109	816	9.3%
0.011	605	6.9%
0.0111	328	3.7%

Value	Count	Frequency (%)
0.0165	2	< 0.1%
0.0161	1	< 0.1%
0.016	2	< 0.1%
0.0159	1	< 0.1%
0.0153	2	< 0.1%
0.0152	1	< 0.1%
0.0151	1	< 0.1%
0.015	1	< 0.1%
0.0149	2	< 0.1%
0.0148	2	< 0.1%

구룡지(ERM_9)
Real number (ℝ)

HIGH CORRELATION

Distinct	50
Distinct (%)	0.6%
Missing	25
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.011502977

Minimum	0.0108
Maximum	0.0175
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	0.0108
5-th percentile	0.0111
Q1	0.0113
median	0.0114
Q3	0.0116
95-th percentile	0.0122
Maximum	0.0175
Range	0.0067
Interquartile range (IQR)	0.0003

Descriptive statistics

Standard deviation	0.0004395392
Coefficient of variation (CV)	0.03821091
Kurtosis	21.753003
Mean	0.011502977
Median Absolute Deviation (MAD)	0.0002
Skewness	3.4555755
Sum	100.4785
Variance	1.9319471 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0113	1698	19.4%
0.0114	1317	15.0%
0.0112	1245	14.2%
0.0115	882	10.1%
0.0116	659	7.5%
0.0111	636	7.3%
0.0117	479	5.5%
0.0118	366	4.2%
0.0119	339	3.9%
0.012	233	2.7%
Other values (40)	881	10.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0108	9	0.1%
0.0109	51	0.6%
0.011	176	2.0%
0.0111	636	7.3%
0.0112	1245	14.2%
0.0113	1698	19.4%
0.0114	1317	15.0%
0.0115	882	10.1%
0.0116	659	7.5%
0.0117	479	5.5%

Value	Count	Frequency (%)
0.0175	1	< 0.1%
0.0165	1	< 0.1%
0.016	1	< 0.1%
0.0159	2	< 0.1%
0.0156	1	< 0.1%
0.0153	1	< 0.1%
0.0152	2	< 0.1%
0.0151	1	< 0.1%
0.0149	3	< 0.1%
0.0148	2	< 0.1%

연산비교지점(ERM_R1)
Real number (ℝ)

HIGH CORRELATION

Distinct	56
Distinct (%)	0.6%
Missing	10
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.011792937

Minimum	0.0112
Maximum	0.02
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	0.0112
5-th percentile	0.0114
Q1	0.0116
median	0.0117
Q3	0.0119
95-th percentile	0.0124
Maximum	0.02
Range	0.0088
Interquartile range (IQR)	0.0003

Descriptive statistics

Standard deviation	0.00046961188
Coefficient of variation (CV)	0.039821452
Kurtosis	44.833951
Mean	0.011792937
Median Absolute Deviation (MAD)	0.0001
Skewness	5.0929606
Sum	103.1882
Variance	2.2053532 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0117	1647	18.8%
0.0116	1646	18.8%
0.0115	1197	13.7%
0.0118	1110	12.7%
0.0119	626	7.1%
0.0114	583	6.7%
0.012	464	5.3%
0.0121	326	3.7%
0.0122	267	3.0%
0.0113	185	2.1%
Other values (46)	699	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0112	27	0.3%
0.0113	185	2.1%
0.0114	583	6.7%
0.0115	1197	13.7%
0.0116	1646	18.8%
0.0117	1647	18.8%
0.0118	1110	12.7%
0.0119	626	7.1%
0.012	464	5.3%
0.0121	326	3.7%

Value	Count	Frequency (%)
0.02	1	< 0.1%
0.0186	1	< 0.1%
0.0179	1	< 0.1%
0.0172	3	< 0.1%
0.0169	1	< 0.1%
0.0165	1	< 0.1%
0.0163	3	< 0.1%
0.0161	2	< 0.1%
0.016	1	< 0.1%
0.0159	1	< 0.1%

서울2호기서쪽(ERM_S1)
Real number (ℝ)

HIGH CORRELATION

Distinct	318
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.765523

Minimum	12.65
Maximum	18.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	12.65
5-th percentile	13.28
Q1	13.52
median	13.7
Q3	13.9
95-th percentile	14.37
Maximum	18.8
Range	6.15
Interquartile range (IQR)	0.38

Descriptive statistics

Standard deviation	0.45493426
Coefficient of variation (CV)	0.033048818
Kurtosis	20.652916
Mean	13.765523
Median Absolute Deviation (MAD)	0.19
Skewness	3.475368
Sum	120585.98
Variance	0.20696518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.7	162	1.8%
13.68	150	1.7%
13.66	147	1.7%
13.73	144	1.6%
13.74	143	1.6%
13.62	142	1.6%
13.78	131	1.5%
13.69	130	1.5%
13.65	130	1.5%
13.6	128	1.5%
Other values (308)	7353	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.65	1	< 0.1%
12.96	2	< 0.1%
12.99	2	< 0.1%
13.01	4	< 0.1%
13.02	1	< 0.1%
13.03	4	< 0.1%
13.04	7	0.1%
13.05	2	< 0.1%
13.06	2	< 0.1%
13.07	3	< 0.1%

Value	Count	Frequency (%)
18.8	1	< 0.1%
18.37	1	< 0.1%
18.19	1	< 0.1%
17.99	1	< 0.1%
17.93	1	< 0.1%
17.9	1	< 0.1%
17.85	1	< 0.1%
17.68	1	< 0.1%
17.63	1	< 0.1%
17.48	1	< 0.1%

서울2호기동쪽(ERM_S2)
Real number (ℝ)

HIGH CORRELATION

Distinct	339
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.5869

Minimum	12.78
Maximum	19.79
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	12.78
5-th percentile	13.13
Q1	13.36
median	13.51
Q3	13.7
95-th percentile	14.13
Maximum	19.79
Range	7.01
Interquartile range (IQR)	0.34

Descriptive statistics

Standard deviation	0.46711922
Coefficient of variation (CV)	0.034380119
Kurtosis	27.815931
Mean	13.5869
Median Absolute Deviation (MAD)	0.17
Skewness	4.1786561
Sum	119021.24
Variance	0.21820036
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.38	166	1.9%
13.51	160	1.8%
13.44	157	1.8%
13.48	155	1.8%
13.41	151	1.7%
13.46	150	1.7%
13.54	147	1.7%
13.55	145	1.7%
13.45	142	1.6%
13.57	141	1.6%
Other values (329)	7246	82.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.78	2	< 0.1%
12.83	3	< 0.1%
12.84	2	< 0.1%
12.85	4	< 0.1%
12.87	2	< 0.1%
12.88	3	< 0.1%
12.89	5	0.1%
12.9	4	< 0.1%
12.91	3	< 0.1%
12.92	6	0.1%

Value	Count	Frequency (%)
19.79	1	< 0.1%
18.99	1	< 0.1%
18.54	1	< 0.1%
18.26	1	< 0.1%
18.09	1	< 0.1%
18.07	1	< 0.1%
17.72	1	< 0.1%
17.71	1	< 0.1%
17.67	1	< 0.1%
17.64	1	< 0.1%

서울1호기서쪽(ERM_S3)
Real number (ℝ)

HIGH CORRELATION

Distinct	330
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.950475

Minimum	11.15
Maximum	17.19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.1 KiB

Quantile statistics

Minimum	11.15
5-th percentile	11.59
Q1	11.76
median	11.87
Q3	12.01
95-th percentile	12.45
Maximum	17.19
Range	6.04
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	0.44036459
Coefficient of variation (CV)	0.036849129
Kurtosis	30.1375
Mean	11.950475
Median Absolute Deviation (MAD)	0.12
Skewness	4.6623223
Sum	104686.16
Variance	0.19392098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.89	233	2.7%
11.8	220	2.5%
11.85	213	2.4%
11.79	195	2.2%
11.75	193	2.2%
11.84	193	2.2%
11.88	191	2.2%
11.86	190	2.2%
11.87	186	2.1%
11.83	186	2.1%
Other values (320)	6760	77.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11.15	1	< 0.1%
11.16	1	< 0.1%
11.19	1	< 0.1%
11.24	1	< 0.1%
11.26	1	< 0.1%
11.27	4	< 0.1%
11.28	1	< 0.1%
11.29	2	< 0.1%
11.3	3	< 0.1%
11.31	2	< 0.1%

Value	Count	Frequency (%)
17.19	1	< 0.1%
16.78	1	< 0.1%
16.65	1	< 0.1%
16.58	1	< 0.1%
16.23	1	< 0.1%
16.13	1	< 0.1%
16.11	1	< 0.1%
15.89	1	< 0.1%
15.86	1	< 0.1%
15.8	1	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	본관동편(ERM_2)	기상탑(ERM_3)	독신료(ERM_4)	하나로서쪽(ERM_6)	구즉도서관(ERM_7)	제6연구동(ERM_8)	구룡지(ERM_9)	연산비교지점(ERM_R1)	서울2호기서쪽(ERM_S1)	서울2호기동쪽(ERM_S2)	서울1호기서쪽(ERM_S3)
본관동편(ERM_2)	1.000	0.938	0.947	0.947	0.919	0.977	0.924	0.840	0.625	0.640	0.642
기상탑(ERM_3)	0.938	1.000	0.919	0.933	0.916	0.960	0.907	0.815	0.653	0.623	0.670
독신료(ERM_4)	0.947	0.919	1.000	0.913	0.882	0.942	0.899	0.798	0.606	0.623	0.628
하나로서쪽(ERM_6)	0.947	0.933	0.913	1.000	0.952	0.946	0.944	0.895	0.605	0.602	0.666
구즉도서관(ERM_7)	0.919	0.916	0.882	0.952	1.000	0.925	0.954	0.904	0.630	0.623	0.637
제6연구동(ERM_8)	0.977	0.960	0.942	0.946	0.925	1.000	0.915	0.855	0.623	0.629	0.650
구룡지(ERM_9)	0.924	0.907	0.899	0.944	0.954	0.915	1.000	0.905	0.608	0.571	0.592
연산비교지점(ERM_R1)	0.840	0.815	0.798	0.895	0.904	0.855	0.905	1.000	0.594	0.618	0.614
서울2호기서쪽(ERM_S1)	0.625	0.653	0.606	0.605	0.630	0.623	0.608	0.594	1.000	0.947	0.948
서울2호기동쪽(ERM_S2)	0.640	0.623	0.623	0.602	0.623	0.629	0.571	0.618	0.947	1.000	0.965
서울1호기서쪽(ERM_S3)	0.642	0.670	0.628	0.666	0.637	0.650	0.592	0.614	0.948	0.965	1.000

Heatmap
Table

	본관동편(ERM_2)	기상탑(ERM_3)	독신료(ERM_4)	하나로서쪽(ERM_6)	구즉도서관(ERM_7)	제6연구동(ERM_8)	구룡지(ERM_9)	연산비교지점(ERM_R1)	서울2호기서쪽(ERM_S1)	서울2호기동쪽(ERM_S2)	서울1호기서쪽(ERM_S3)
본관동편(ERM_2)	1.000	0.760	0.691	0.736	0.703	0.886	0.715	0.636	0.352	0.445	0.465
기상탑(ERM_3)	0.760	1.000	0.481	0.598	0.698	0.860	0.705	0.585	0.444	0.440	0.479
독신료(ERM_4)	0.691	0.481	1.000	0.436	0.336	0.611	0.492	0.396	0.284	0.252	0.256
하나로서쪽(ERM_6)	0.736	0.598	0.436	1.000	0.606	0.730	0.715	0.658	0.067	0.290	0.423
구즉도서관(ERM_7)	0.703	0.698	0.336	0.606	1.000	0.717	0.616	0.450	0.387	0.422	0.452
제6연구동(ERM_8)	0.886	0.860	0.611	0.730	0.717	1.000	0.710	0.636	0.332	0.461	0.519
구룡지(ERM_9)	0.715	0.705	0.492	0.715	0.616	0.710	1.000	0.574	0.440	0.298	0.383
연산비교지점(ERM_R1)	0.636	0.585	0.396	0.658	0.450	0.636	0.574	1.000	0.156	0.417	0.459
서울2호기서쪽(ERM_S1)	0.352	0.444	0.284	0.067	0.387	0.332	0.440	0.156	1.000	0.598	0.507
서울2호기동쪽(ERM_S2)	0.445	0.440	0.252	0.290	0.422	0.461	0.298	0.417	0.598	1.000	0.830
서울1호기서쪽(ERM_S3)	0.465	0.479	0.256	0.423	0.452	0.519	0.383	0.459	0.507	0.830	1.000

A simple visualization of nullity by column.

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

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	측정시간	본관동편(ERM_2)	기상탑(ERM_3)	독신료(ERM_4)	하나로서쪽(ERM_6)	구즉도서관(ERM_7)	제6연구동(ERM_8)	구룡지(ERM_9)	연산비교지점(ERM_R1)	서울2호기서쪽(ERM_S1)	서울2호기동쪽(ERM_S2)	서울1호기서쪽(ERM_S3)
0	2021-01-01 00:00:00	0.0117	0.0106	0.0145	0.0128	0.0128	0.0108	0.0114	0.0118	13.76	13.67	11.98
1	2021-01-01 01:00:00	0.0117	0.0106	0.0144	0.0128	0.0129	0.0109	0.0115	0.0118	13.8	13.72	12.03
2	2021-01-01 02:00:00	0.0118	0.0107	0.0145	0.0129	0.0129	0.0108	0.0115	0.0117	13.8	13.63	12.05
3	2021-01-01 03:00:00	0.0118	0.0107	0.0145	0.0129	0.0129	0.0109	0.0114	0.0118	13.77	13.72	12.13
4	2021-01-01 04:00:00	0.0118	0.0108	0.0145	0.0129	0.0129	0.0109	0.0114	0.0118	13.86	13.83	12.13
5	2021-01-01 05:00:00	0.0119	0.0108	0.0146	0.013	0.013	0.011	0.0115	0.0118	13.83	13.78	12.12
6	2021-01-01 06:00:00	0.0119	0.0108	0.0146	0.013	0.013	0.011	0.0115	0.0119	13.94	13.82	12.19
7	2021-01-01 07:00:00	0.0119	0.0108	0.0147	0.013	0.013	0.011	0.0114	0.0119	13.97	13.8	12.26
8	2021-01-01 08:00:00	0.0119	0.0108	0.0148	0.013	0.013	0.011	0.0115	0.0119	14.04	13.83	12.28
9	2021-01-01 09:00:00	0.012	0.0109	0.0147	0.013	0.0131	0.0111	0.0117	0.0119	13.94	13.89	12.28

	측정시간	본관동편(ERM_2)	기상탑(ERM_3)	독신료(ERM_4)	하나로서쪽(ERM_6)	구즉도서관(ERM_7)	제6연구동(ERM_8)	구룡지(ERM_9)	연산비교지점(ERM_R1)	서울2호기서쪽(ERM_S1)	서울2호기동쪽(ERM_S2)	서울1호기서쪽(ERM_S3)
8750	2021-12-31 14:00:00	0.0114	0.0103	0.0146	0.0123	0.0123	0.0104	0.0111	0.0115	13.64	13.31	11.61
8751	2021-12-31 15:00:00	0.0114	0.0102	0.0146	0.0123	0.0121	0.0104	0.0111	0.0115	13.65	13.33	11.61
8752	2021-12-31 16:00:00	0.0114	0.0102	0.0146	0.0123	0.0124	0.0104	0.0111	0.0114	13.66	13.24	11.55
8753	2021-12-31 17:00:00	0.0114	0.0103	0.0144	0.0123	0.0124	0.0104	0.0111	0.0114	13.63	13.27	11.58
8754	2021-12-31 18:00:00	0.0114	0.0103	0.0145	0.0124	0.0124	0.0105	0.0112	0.0115	13.63	13.27	11.58
8755	2021-12-31 19:00:00	0.0113	0.0103	0.0146	0.0124	0.0125	0.0105	0.0111	0.0114	13.6	13.24	11.64
8756	2021-12-31 20:00:00	0.0114	0.0103	0.0145	0.0124	0.0125	0.0105	0.0112	0.0115	13.69	13.27	11.59
8757	2021-12-31 21:00:00	0.0115	0.0104	0.0145	0.0124	0.0125	0.0105	0.0112	0.0115	13.7	13.3	11.67
8758	2021-12-31 22:00:00	0.0114	0.0103	0.0145	0.0125	0.0125	0.0106	0.0112	0.0115	13.67	13.3	11.68
8759	2021-12-31 23:00:00	0.0115	0.0104	0.0145	0.0124	0.0125	0.0106	0.0112	0.0116	13.74	13.39	11.66

Overview

Variables

Interactions

Correlations

Missing values

Sample