gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	770
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	85.1 KiB
Average record size in memory	113.2 B

Variable types

Categorical	3
Numeric	9
DateTime	1

Dataset

Description	파일 다운로드
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-15978/S/1/datasetView.do

Alerts

`기관 명` has constant value ""	Constant
`모델명` has constant value ""	Constant
`데이터관측일시` is highly overall correlated with `시리얼`	High correlation
`온도(℃)` is highly overall correlated with `시리얼`	High correlation
`습도(%)` is highly overall correlated with `시리얼`	High correlation
`미세먼지(㎍/㎥)` is highly overall correlated with `초미세먼지(㎍/㎥)`	High correlation
`소음(㏈)` is highly overall correlated with `시리얼`	High correlation
`이산화탄소(ppm)` is highly overall correlated with `시리얼`	High correlation
`초미세먼지(㎍/㎥)` is highly overall correlated with `미세먼지(㎍/㎥)`	High correlation
`학습능률지수(%)` is highly overall correlated with `시리얼`	High correlation
`시리얼` is highly overall correlated with `데이터관측일시` and 5 other fields	High correlation

Reproduction

Analysis started	2024-05-11 05:29:57.843440
Analysis finished	2024-05-11 05:30:13.655488
Duration	15.81 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기관 명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.1 KiB

마포구	770

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
마포구	770	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
마포구	770	100.0%

모델명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.1 KiB

AirGuard-K	770

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	AirGuard-K
2nd row	AirGuard-K
3rd row	AirGuard-K
4th row	AirGuard-K
5th row	AirGuard-K

Common Values

Value	Count	Frequency (%)
AirGuard-K	770	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
airguard-k	770	100.0%

시리얼
Categorical

HIGH CORRELATION

Distinct	29
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	6.1 KiB

V01G1613539	28
V01G1613613	28
V01G1613601	28
V01G1613600	28
V01G1613603	28
Other values (24)	630

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	V01G1613539
2nd row	V01G1613602
3rd row	V01G1613601
4th row	V01G1613600
5th row	V01G1613603

Common Values

Value	Count	Frequency (%)
V01G1613539	28	3.6%
V01G1613613	28	3.6%
V01G1613601	28	3.6%
V01G1613600	28	3.6%
V01G1613603	28	3.6%
V01G1613542	28	3.6%
V01G1613612	28	3.6%
V01G1613605	28	3.6%
V01G1613606	28	3.6%
V01G1613609	28	3.6%
Other values (19)	490	63.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
v01g1613539	28	3.6%
v01g1613604	28	3.6%
v01g1613634	28	3.6%
v01g1613632	28	3.6%
v01g1613629	28	3.6%
v01g1613622	28	3.6%
v01g1613620	28	3.6%
v01g1613619	28	3.6%
v01g1613618	28	3.6%
v01g1613615	28	3.6%
Other values (19)	490	63.6%

데이터관측일시
Real number (ℝ)

HIGH CORRELATION

Distinct	67
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0231198 × 10¹¹

Minimum	2.0230808 × 10¹¹
Maximum	2.0231226 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	2.0230808 × 10¹¹
5-th percentile	2.0231011 × 10¹¹
Q1	2.0231225 × 10¹¹
median	2.0231225 × 10¹¹
Q3	2.0231226 × 10¹¹
95-th percentile	2.0231226 × 10¹¹
Maximum	2.0231226 × 10¹¹
Range	4181135
Interquartile range (IQR)	10300

Descriptive statistics

Standard deviation	766592.86
Coefficient of variation (CV)	3.789162 × 10^-6
Kurtosis	10.065759
Mean	2.0231198 × 10¹¹
Median Absolute Deviation (MAD)	9100
Skewness	-3.1141141
Sum	1.5578022 × 10¹⁴
Variance	5.8766461 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202311090355	27	3.5%
202312071235	26	3.4%
202310290350	25	3.2%
202312251555	23	3.0%
202312261455	23	3.0%
202312251855	23	3.0%
202312251955	22	2.9%
202312261955	22	2.9%
202312260955	22	2.9%
202312252155	22	2.9%
Other values (57)	535	69.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
202308081020	12	1.6%
202310090845	20	2.6%
202310110850	16	2.1%
202310290350	25	3.2%
202311090355	27	3.5%
202312071235	26	3.4%
202312250845	1	0.1%
202312250850	1	0.1%
202312250855	21	2.7%
202312250950	1	0.1%

Value	Count	Frequency (%)
202312262155	19	2.5%
202312262150	4	0.5%
202312262055	22	2.9%
202312262050	1	0.1%
202312261955	22	2.9%
202312261950	1	0.1%
202312261855	17	2.2%
202312261850	5	0.6%
202312261845	1	0.1%
202312261755	15	1.9%

온도(℃)
Real number (ℝ)

HIGH CORRELATION

Distinct	128
Distinct (%)	16.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1205.2273

Minimum	1107
Maximum	1265
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	1107
5-th percentile	1130.45
Q1	1185.25
median	1211
Q3	1229
95-th percentile	1252
Maximum	1265
Range	158
Interquartile range (IQR)	43.75

Descriptive statistics

Standard deviation	33.913706
Coefficient of variation (CV)	0.028138847
Kurtosis	0.041732278
Mean	1205.2273
Median Absolute Deviation (MAD)	21
Skewness	-0.76116152
Sum	928025
Variance	1150.1394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1228	41	5.3%
1232	30	3.9%
1211	29	3.8%
1252	25	3.2%
1229	22	2.9%
1244	18	2.3%
1221	18	2.3%
1265	16	2.1%
1231	15	1.9%
1230	14	1.8%
Other values (118)	542	70.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1107	1	0.1%
1108	2	0.3%
1109	1	0.1%
1111	1	0.1%
1113	1	0.1%
1114	1	0.1%
1116	1	0.1%
1117	1	0.1%
1119	1	0.1%
1123	3	0.4%

Value	Count	Frequency (%)
1265	16	2.1%
1252	25	3.2%
1249	2	0.3%
1248	5	0.6%
1247	4	0.5%
1246	6	0.8%
1245	6	0.8%
1244	18	2.3%
1243	2	0.3%
1242	4	0.5%

습도(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	29
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.977922

Minimum	17
Maximum	59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	17
5-th percentile	18
Q1	22
median	25
Q3	29
95-th percentile	40.55
Maximum	59
Range	42
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.4137103
Coefficient of variation (CV)	0.27480657
Kurtosis	4.1695888
Mean	26.977922
Median Absolute Deviation (MAD)	4
Skewness	1.6904423
Sum	20773
Variance	54.963101
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
21	72	9.4%
28	69	9.0%
25	67	8.7%
24	64	8.3%
18	52	6.8%
22	48	6.2%
29	44	5.7%
26	42	5.5%
20	40	5.2%
23	36	4.7%
Other values (19)	236	30.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17	4	0.5%
18	52	6.8%
19	15	1.9%
20	40	5.2%
21	72	9.4%
22	48	6.2%
23	36	4.7%
24	64	8.3%
25	67	8.7%
26	42	5.5%

Value	Count	Frequency (%)
59	12	1.6%
45	20	2.6%
43	2	0.3%
42	4	0.5%
41	1	0.1%
40	2	0.3%
39	4	0.5%
38	17	2.2%
37	8	1.0%
36	32	4.2%

미세먼지(㎍/㎥)
Real number (ℝ)

HIGH CORRELATION

Distinct	35
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.463636

Minimum	5
Maximum	81
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	8
median	11
Q3	17
95-th percentile	56.55
Maximum	81
Range	76
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	13.686319
Coefficient of variation (CV)	0.83130594
Kurtosis	4.1369086
Mean	16.463636
Median Absolute Deviation (MAD)	6
Skewness	2.087539
Sum	12677
Variance	187.31532
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
11	157	20.4%
17	152	19.7%
5	122	15.8%
6	63	8.2%
15	40	5.2%
8	37	4.8%
59	29	3.8%
10	21	2.7%
18	17	2.2%
13	15	1.9%
Other values (25)	117	15.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	122	15.8%
6	63	8.2%
8	37	4.8%
10	21	2.7%
11	157	20.4%
13	15	1.9%
15	40	5.2%
17	152	19.7%
18	17	2.2%
20	10	1.3%

Value	Count	Frequency (%)
81	1	0.1%
79	1	0.1%
69	1	0.1%
64	3	0.4%
59	29	3.8%
57	4	0.5%
56	2	0.3%
54	1	0.1%
51	1	0.1%
49	3	0.4%

소음(㏈)
Real number (ℝ)

HIGH CORRELATION

Distinct	36
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.454545

Minimum	32
Maximum	68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	32
5-th percentile	32
Q1	35
median	41
Q3	50
95-th percentile	64.55
Maximum	68
Range	36
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	9.7149831
Coefficient of variation (CV)	0.22356656
Kurtosis	-0.48326352
Mean	43.454545
Median Absolute Deviation (MAD)	7
Skewness	0.73385953
Sum	33460
Variance	94.380896
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
32	83	10.8%
33	61	7.9%
39	59	7.7%
41	54	7.0%
40	41	5.3%
35	41	5.3%
65	34	4.4%
45	30	3.9%
38	29	3.8%
50	27	3.5%
Other values (26)	311	40.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	83	10.8%
33	61	7.9%
34	21	2.7%
35	41	5.3%
36	15	1.9%
37	23	3.0%
38	29	3.8%
39	59	7.7%
40	41	5.3%
41	54	7.0%

Value	Count	Frequency (%)
68	1	0.1%
66	4	0.5%
65	34	4.4%
64	6	0.8%
63	1	0.1%
62	7	0.9%
61	2	0.3%
60	22	2.9%
59	4	0.5%
58	10	1.3%

이산화탄소(ppm)
Real number (ℝ)

HIGH CORRELATION

Distinct	435
Distinct (%)	56.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	299.89481

Minimum	-9999
Maximum	1402
Zeros	0
Zeros (%)	0.0%
Negative	27
Negative (%)	3.5%
Memory size	6.9 KiB

Quantile statistics

Minimum	-9999
5-th percentile	272.25
Q1	485
median	619
Q3	820
95-th percentile	1104.55
Maximum	1402
Range	11401
Interquartile range (IQR)	335

Descriptive statistics

Standard deviation	1978.2391
Coefficient of variation (CV)	6.5964433
Kurtosis	22.987839
Mean	299.89481
Median Absolute Deviation (MAD)	165.5
Skewness	-4.951724
Sum	230919
Variance	3913429.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
619	29	3.8%
-9999	27	3.5%
883	26	3.4%
820	25	3.2%
580	22	2.9%
429	17	2.2%
417	12	1.6%
468	6	0.8%
471	5	0.6%
639	4	0.5%
Other values (425)	597	77.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9999	27	3.5%
11	1	0.1%
216	1	0.1%
221	1	0.1%
229	2	0.3%
234	1	0.1%
237	1	0.1%
244	1	0.1%
248	1	0.1%
252	1	0.1%

Value	Count	Frequency (%)
1402	1	0.1%
1384	1	0.1%
1369	1	0.1%
1317	1	0.1%
1316	3	0.4%
1312	1	0.1%
1305	1	0.1%
1293	1	0.1%
1287	2	0.3%
1268	2	0.3%

휘발성유기화합물(ppb)
Real number (ℝ)

Distinct	252
Distinct (%)	32.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	240.73766

Minimum	125
Maximum	865
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	125
5-th percentile	125
Q1	142
median	216
Q3	291
95-th percentile	535.55
Maximum	865
Range	740
Interquartile range (IQR)	149

Descriptive statistics

Standard deviation	124.23376
Coefficient of variation (CV)	0.51605453
Kurtosis	3.9361278
Mean	240.73766
Median Absolute Deviation (MAD)	75
Skewness	1.8048403
Sum	185368
Variance	15434.027
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
125	105	13.6%
337	28	3.6%
348	27	3.5%
216	27	3.5%
240	21	2.7%
126	21	2.7%
183	19	2.5%
140	16	2.1%
127	10	1.3%
163	9	1.2%
Other values (242)	487	63.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
125	105	13.6%
126	21	2.7%
127	10	1.3%
128	5	0.6%
129	3	0.4%
130	4	0.5%
131	3	0.4%
132	5	0.6%
133	1	0.1%
134	1	0.1%

Value	Count	Frequency (%)
865	1	0.1%
786	1	0.1%
756	1	0.1%
705	1	0.1%
704	1	0.1%
699	1	0.1%
695	1	0.1%
691	1	0.1%
689	1	0.1%
680	1	0.1%

초미세먼지(㎍/㎥)
Real number (ℝ)

HIGH CORRELATION

Distinct	35
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.719481

Minimum	3
Maximum	59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	5
median	8
Q3	12
95-th percentile	41.55
Maximum	59
Range	56
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	10.128011
Coefficient of variation (CV)	0.86420305
Kurtosis	4.0692701
Mean	11.719481
Median Absolute Deviation (MAD)	4
Skewness	2.0634195
Sum	9024
Variance	102.5766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
8	157	20.4%
12	152	19.7%
3	122	15.8%
4	63	8.2%
11	40	5.2%
5	37	4.8%
43	29	3.8%
7	21	2.7%
13	17	2.2%
9	15	1.9%
Other values (25)	117	15.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	122	15.8%
4	63	8.2%
5	37	4.8%
7	21	2.7%
8	157	20.4%
9	15	1.9%
11	40	5.2%
12	152	19.7%
13	17	2.2%
14	10	1.3%

Value	Count	Frequency (%)
59	1	0.1%
58	1	0.1%
51	1	0.1%
47	3	0.4%
43	29	3.8%
42	4	0.5%
41	2	0.3%
39	1	0.1%
37	1	0.1%
36	3	0.4%

학습능률지수(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	47
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.22987

Minimum	46
Maximum	159
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	46
5-th percentile	50
Q1	59
median	65
Q3	69
95-th percentile	79
Maximum	159
Range	113
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	16.307924
Coefficient of variation (CV)	0.24623216
Kurtosis	15.449955
Mean	66.22987
Median Absolute Deviation (MAD)	5
Skewness	3.6155124
Sum	50997
Variance	265.94839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
67	54	7.0%
62	51	6.6%
72	49	6.4%
64	49	6.4%
69	46	6.0%
65	44	5.7%
70	40	5.2%
68	40	5.2%
66	37	4.8%
58	30	3.9%
Other values (37)	330	42.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46	3	0.4%
47	7	0.9%
48	12	1.6%
49	11	1.4%
50	11	1.4%
51	14	1.8%
52	18	2.3%
53	21	2.7%
54	11	1.4%
55	12	1.6%

Value	Count	Frequency (%)
159	2	0.3%
154	1	0.1%
152	1	0.1%
151	2	0.3%
150	1	0.1%
149	2	0.3%
148	1	0.1%
147	2	0.3%
144	1	0.1%
137	1	0.1%

등록일자
Date

Distinct	143
Distinct (%)	18.6%
Missing	0
Missing (%)	0.0%
Memory size	6.1 KiB

Minimum	2023-12-25 08:59:57
Maximum	2023-12-26 22:00:06

Histogram

Histogram with fixed size bins (bins=50)

Phik (φk)
Auto

Heatmap
Table

	시리얼	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)
시리얼	1.000	1.000	0.925	0.957	0.752	0.928	0.685	0.835	0.752	0.853
데이터관측일시	1.000	1.000	0.760	0.770	0.335	0.675	0.000	0.673	0.335	0.352
온도(℃)	0.925	0.760	1.000	0.723	0.550	0.695	0.447	0.649	0.550	0.656
습도(%)	0.957	0.770	0.723	1.000	0.447	0.733	0.223	0.593	0.444	0.500
미세먼지(㎍/㎥)	0.752	0.335	0.550	0.447	1.000	0.647	0.000	0.517	1.000	0.284
소음(㏈)	0.928	0.675	0.695	0.733	0.647	1.000	0.228	0.658	0.646	0.610
이산화탄소(ppm)	0.685	0.000	0.447	0.223	0.000	0.228	1.000	0.025	0.000	0.113
휘발성유기화합물(ppb)	0.835	0.673	0.649	0.593	0.517	0.658	0.025	1.000	0.511	0.244
초미세먼지(㎍/㎥)	0.752	0.335	0.550	0.444	1.000	0.646	0.000	0.511	1.000	0.278
학습능률지수(%)	0.853	0.352	0.656	0.500	0.284	0.610	0.113	0.244	0.278	1.000

Heatmap
Table

	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	시리얼
데이터관측일시	1.000	-0.040	-0.222	-0.102	0.184	0.430	0.271	-0.102	-0.161	0.984
온도(℃)	-0.040	1.000	-0.210	-0.195	0.110	0.372	0.211	-0.195	0.436	0.656
습도(%)	-0.222	-0.210	1.000	0.118	0.355	-0.108	0.420	0.118	-0.090	0.788
미세먼지(㎍/㎥)	-0.102	-0.195	0.118	1.000	0.141	-0.140	-0.045	1.000	-0.066	0.376
소음(㏈)	0.184	0.110	0.355	0.141	1.000	0.106	0.272	0.141	-0.006	0.661
이산화탄소(ppm)	0.430	0.372	-0.108	-0.140	0.106	1.000	0.354	-0.140	-0.267	0.768
휘발성유기화합물(ppb)	0.271	0.211	0.420	-0.045	0.272	0.354	1.000	-0.045	0.140	0.477
초미세먼지(㎍/㎥)	-0.102	-0.195	0.118	1.000	0.141	-0.140	-0.045	1.000	-0.066	0.376
학습능률지수(%)	-0.161	0.436	-0.090	-0.066	-0.006	-0.267	0.140	-0.066	1.000	0.578
시리얼	0.984	0.656	0.788	0.376	0.661	0.768	0.477	0.376	0.578	1.000

Count
Matrix

A simple visualization of nullity by column.

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

First rows
Last rows

	기관 명	모델명	시리얼	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	등록일자
0	마포구	AirGuard-K	V01G1613539	202312250855	1157	27	11	52	493	192	8	48	2023-12-25 08:59:57
1	마포구	AirGuard-K	V01G1613602	202312250855	1127	28	44	40	-9999	125	32	135	2023-12-25 08:59:57
2	마포구	AirGuard-K	V01G1613601	202312250855	1130	26	23	41	701	174	17	52	2023-12-25 08:59:57
3	마포구	AirGuard-K	V01G1613600	202312250855	1155	28	11	37	625	160	8	49	2023-12-25 08:59:57
4	마포구	AirGuard-K	V01G1613603	202312250855	1108	42	23	47	492	239	17	60	2023-12-25 08:59:57
5	마포구	AirGuard-K	V01G1613542	202312250855	1207	21	17	53	355	192	12	69	2023-12-25 08:59:57
6	마포구	AirGuard-K	V01G1613612	202312250855	1219	20	11	32	725	155	8	57	2023-12-25 08:59:58
7	마포구	AirGuard-K	V01G1613605	202312250855	1180	24	11	35	619	138	8	66	2023-12-25 08:59:58
8	마포구	AirGuard-K	V01G1613606	202312250855	1153	29	11	42	304	148	8	51	2023-12-25 08:59:58
9	마포구	AirGuard-K	V01G1613609	202312250855	1200	20	11	35	704	173	8	61	2023-12-25 08:59:58

	기관 명	모델명	시리얼	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	등록일자
760	마포구	AirGuard-K	V01G1613618	202312262150	1236	22	11	33	884	332	8	69	2023-12-26 22:00:04
761	마포구	AirGuard-K	V01G1613619	202312262155	1244	21	5	33	787	328	3	68	2023-12-26 22:00:04
762	마포구	AirGuard-K	V01G1613620	202312262155	1219	35	15	40	547	689	11	68	2023-12-26 22:00:04
763	마포구	AirGuard-K	V01G1613622	202312262155	1245	21	5	33	1232	278	3	63	2023-12-26 22:00:04
764	마포구	AirGuard-K	V01G1613630	202311090355	1211	32	15	39	619	337	11	72	2023-12-26 22:00:05
765	마포구	AirGuard-K	V01G1613634	202312262150	1200	27	10	34	718	299	7	68	2023-12-26 22:00:05
766	마포구	AirGuard-K	V01G1613628	202310090845	1232	45	11	60	580	240	8	79	2023-12-26 22:00:05
767	마포구	AirGuard-K	V01G1613629	202312262155	1227	25	11	46	761	234	8	70	2023-12-26 22:00:05
768	마포구	AirGuard-K	V01G1613632	202312262155	1197	27	13	35	732	290	9	58	2023-12-26 22:00:05
769	마포구	AirGuard-K	V01G1613637	202312071235	1228	28	59	65	883	216	43	62	2023-12-26 22:00:06

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Interactions

Correlations

Missing values

Sample