gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	2555
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	282.1 KiB
Average record size in memory	113.1 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 `학습능률지수(%)` and 1 other fields	High correlation
`초미세먼지(㎍/㎥)` is highly overall correlated with `미세먼지(㎍/㎥)`	High correlation
`학습능률지수(%)` is highly overall correlated with `이산화탄소(ppm)` and 1 other fields	High correlation
`시리얼` is highly overall correlated with `데이터관측일시` and 5 other fields	High correlation

Reproduction

Analysis started	2024-05-11 16:10:44.514817
Analysis finished	2024-05-11 16:11:00.162749
Duration	15.65 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	20.1 KiB

마포구	2555

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	2555	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
마포구	2555	100.0%

모델명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.1 KiB

AirGuard-K	2555

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	2555	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
airguard-k	2555	100.0%

시리얼
Categorical

HIGH CORRELATION

Distinct	29
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	20.1 KiB

V01G1613542	96
V01G1613615	96
V01G1613600	96
V01G1613601	96
V01G1613602	96
Other values (24)	2075

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	V01G1613542
2nd row	V01G1613539
3rd row	V01G1613600
4th row	V01G1613601
5th row	V01G1613602

Common Values

Value	Count	Frequency (%)
V01G1613542	96	3.8%
V01G1613615	96	3.8%
V01G1613600	96	3.8%
V01G1613601	96	3.8%
V01G1613602	96	3.8%
V01G1613603	96	3.8%
V01G1613604	96	3.8%
V01G1613605	96	3.8%
V01G1613606	96	3.8%
V01G1613609	96	3.8%
Other values (19)	1595	62.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
v01g1613542	96	3.8%
v01g1613610	96	3.8%
v01g1613634	96	3.8%
v01g1613632	96	3.8%
v01g1613629	96	3.8%
v01g1613622	96	3.8%
v01g1613620	96	3.8%
v01g1613619	96	3.8%
v01g1613618	96	3.8%
v01g1613617	96	3.8%
Other values (19)	1595	62.4%

데이터관측일시
Real number (ℝ)

HIGH CORRELATION

Distinct	196
Distinct (%)	7.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.023893 × 10¹¹

Minimum	2.0230808 × 10¹¹
Maximum	2.0240204 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.6 KiB

Quantile statistics

Minimum	2.0230808 × 10¹¹
5-th percentile	2.0231011 × 10¹¹
Q1	2.0240129 × 10¹¹
median	2.0240131 × 10¹¹
Q3	2.0240202 × 10¹¹
95-th percentile	2.0240204 × 10¹¹
Maximum	2.0240204 × 10¹¹
Range	93961135
Interquartile range (IQR)	729900

Descriptive statistics

Standard deviation	31245666
Coefficient of variation (CV)	0.00015438398
Kurtosis	2.5311838
Mean	2.023893 × 10¹¹
Median Absolute Deviation (MAD)	700300
Skewness	-2.1276041
Sum	5.1710466 × 10¹⁴
Variance	9.7629167 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202311090355	75	2.9%
202312071235	68	2.7%
202310110850	64	2.5%
202401311535	63	2.5%
202401311450	62	2.4%
202310290350	51	2.0%
202310090845	51	2.0%
202308081020	38	1.5%
202401311355	23	0.9%
202401291155	23	0.9%
Other values (186)	2037	79.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
202308081020	38	1.5%
202310090845	51	2.0%
202310110850	64	2.5%
202310290350	51	2.0%
202311090355	75	2.9%
202312071235	68	2.7%
202401290850	3	0.1%
202401290855	20	0.8%
202401290945	1	< 0.1%
202401290950	4	0.2%

Value	Count	Frequency (%)
202402042155	21	0.8%
202402042055	19	0.7%
202402042050	2	0.1%
202402041955	20	0.8%
202402041950	1	< 0.1%
202402041855	21	0.8%
202402041755	21	0.8%
202402041655	20	0.8%
202402041650	1	< 0.1%
202402041555	19	0.7%

온도(℃)
Real number (ℝ)

HIGH CORRELATION

Distinct	139
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1217.3648

Minimum	1125
Maximum	1269
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.6 KiB

Quantile statistics

Minimum	1125
5-th percentile	1141
Q1	1195
median	1229
Q3	1244
95-th percentile	1261
Maximum	1269
Range	144
Interquartile range (IQR)	49

Descriptive statistics

Standard deviation	36.666821
Coefficient of variation (CV)	0.030119831
Kurtosis	-0.27360172
Mean	1217.3648
Median Absolute Deviation (MAD)	18
Skewness	-0.89061707
Sum	3110367
Variance	1344.4558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1241	93	3.6%
1211	87	3.4%
1228	85	3.3%
1252	77	3.0%
1232	74	2.9%
1244	69	2.7%
1265	65	2.5%
1224	65	2.5%
1229	59	2.3%
1240	56	2.2%
Other values (129)	1825	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1125	1	< 0.1%
1127	1	< 0.1%
1128	2	0.1%
1129	2	0.1%
1131	3	0.1%
1132	1	< 0.1%
1133	3	0.1%
1134	12	0.5%
1135	9	0.4%
1136	15	0.6%

Value	Count	Frequency (%)
1269	49	1.9%
1267	2	0.1%
1265	65	2.5%
1264	3	0.1%
1263	2	0.1%
1262	6	0.2%
1261	10	0.4%
1260	16	0.6%
1259	16	0.6%
1258	19	0.7%

습도(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	28
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.989041

Minimum	18
Maximum	59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.6 KiB

Quantile statistics

Minimum	18
5-th percentile	20
Q1	23
median	26
Q3	32
95-th percentile	39
Maximum	59
Range	41
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	7.3310705
Coefficient of variation (CV)	0.26192646
Kurtosis	3.1086895
Mean	27.989041
Median Absolute Deviation (MAD)	5
Skewness	1.4029198
Sum	71512
Variance	53.744594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
23	254	9.9%
22	231	9.0%
24	213	8.3%
21	170	6.7%
32	152	5.9%
25	143	5.6%
26	138	5.4%
36	119	4.7%
20	101	4.0%
28	100	3.9%
Other values (18)	934	36.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	61	2.4%
19	63	2.5%
20	101	4.0%
21	170	6.7%
22	231	9.0%
23	254	9.9%
24	213	8.3%
25	143	5.6%
26	138	5.4%
27	82	3.2%

Value	Count	Frequency (%)
59	38	1.5%
45	53	2.1%
43	1	< 0.1%
42	4	0.2%
41	6	0.2%
40	9	0.4%
39	31	1.2%
38	79	3.1%
37	47	1.8%
36	119	4.7%

미세먼지(㎍/㎥)
Real number (ℝ)

HIGH CORRELATION

Distinct	65
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.102935

Minimum	5
Maximum	414
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.6 KiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	10
median	15
Q3	20
95-th percentile	59
Maximum	414
Range	409
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	18.843708
Coefficient of variation (CV)	0.98642996
Kurtosis	83.494189
Mean	19.102935
Median Absolute Deviation (MAD)	5
Skewness	5.6770806
Sum	48808
Variance	355.08533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	482	18.9%
11	464	18.2%
5	330	12.9%
6	169	6.6%
15	143	5.6%
8	133	5.2%
20	92	3.6%
59	76	3.0%
28	67	2.6%
10	64	2.5%
Other values (55)	535	20.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	330	12.9%
6	169	6.6%
8	133	5.2%
10	64	2.5%
11	464	18.2%
13	61	2.4%
15	143	5.6%
17	482	18.9%
18	49	1.9%
20	92	3.6%

Value	Count	Frequency (%)
414	1	< 0.1%
217	1	< 0.1%
142	1	< 0.1%
126	1	< 0.1%
118	1	< 0.1%
115	1	< 0.1%
113	1	< 0.1%
112	1	< 0.1%
105	3	0.1%
102	1	< 0.1%

소음(㏈)
Real number (ℝ)

HIGH CORRELATION

Distinct	48
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.032485

Minimum	32
Maximum	80
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.6 KiB

Quantile statistics

Minimum	32
5-th percentile	33
Q1	39
median	44
Q3	52
95-th percentile	62
Maximum	80
Range	48
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.0620912
Coefficient of variation (CV)	0.19686296
Kurtosis	-0.23670365
Mean	46.032485
Median Absolute Deviation (MAD)	7
Skewness	0.53134024
Sum	117613
Variance	82.121497
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
41	191	7.5%
39	186	7.3%
42	167	6.5%
51	160	6.3%
32	118	4.6%
40	117	4.6%
57	98	3.8%
50	96	3.8%
46	93	3.6%
54	91	3.6%
Other values (38)	1238	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	118	4.6%
33	69	2.7%
34	23	0.9%
35	80	3.1%
36	88	3.4%
37	65	2.5%
38	63	2.5%
39	186	7.3%
40	117	4.6%
41	191	7.5%

Value	Count	Frequency (%)
80	1	< 0.1%
79	1	< 0.1%
78	1	< 0.1%
77	3	0.1%
76	5	0.2%
74	1	< 0.1%
73	1	< 0.1%
72	2	0.1%
71	4	0.2%
70	4	0.2%

이산화탄소(ppm)
Real number (ℝ)

HIGH CORRELATION

Distinct	826
Distinct (%)	32.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	388.05793

Minimum	-9999
Maximum	3331
Zeros	0
Zeros (%)	0.0%
Negative	96
Negative (%)	3.8%
Memory size	22.6 KiB

Quantile statistics

Minimum	-9999
5-th percentile	348.1
Q1	601
median	748
Q3	915
95-th percentile	1242.3
Maximum	3331
Range	13330
Interquartile range (IQR)	314

Descriptive statistics

Standard deviation	2069.0946
Coefficient of variation (CV)	5.3319221
Kurtosis	20.934531
Mean	388.05793
Median Absolute Deviation (MAD)	154
Skewness	-4.7400527
Sum	991488
Variance	4281152.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
883	119	4.7%
-9999	96	3.8%
619	93	3.6%
429	64	2.5%
1208	56	2.2%
580	54	2.1%
820	53	2.1%
417	39	1.5%
741	33	1.3%
597	22	0.9%
Other values (816)	1926	75.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9999	96	3.8%
260	1	< 0.1%
265	1	< 0.1%
266	3	0.1%
268	1	< 0.1%
269	1	< 0.1%
270	2	0.1%
271	1	< 0.1%
273	1	< 0.1%
277	2	0.1%

Value	Count	Frequency (%)
3331	1	< 0.1%
2958	1	< 0.1%
2129	1	< 0.1%
2083	1	< 0.1%
1959	1	< 0.1%
1849	1	< 0.1%
1828	1	< 0.1%
1788	1	< 0.1%
1729	1	< 0.1%
1725	1	< 0.1%

휘발성유기화합물(ppb)
Real number (ℝ)

Distinct	336
Distinct (%)	13.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	226.81761

Minimum	125
Maximum	2824
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.6 KiB

Quantile statistics

Minimum	125
5-th percentile	125
Q1	152
median	194
Q3	266
95-th percentile	380.3
Maximum	2824
Range	2699
Interquartile range (IQR)	114

Descriptive statistics

Standard deviation	128.37562
Coefficient of variation (CV)	0.56598613
Kurtosis	79.233333
Mean	226.81761
Median Absolute Deviation (MAD)	52
Skewness	5.9341739
Sum	579519
Variance	16480.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
125	227	8.9%
183	83	3.2%
337	76	3.0%
216	73	2.9%
302	56	2.2%
240	54	2.1%
162	53	2.1%
140	53	2.1%
348	51	2.0%
152	34	1.3%
Other values (326)	1795	70.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
125	227	8.9%
126	29	1.1%
127	27	1.1%
128	17	0.7%
129	10	0.4%
130	13	0.5%
131	6	0.2%
132	14	0.5%
133	8	0.3%
134	7	0.3%

Value	Count	Frequency (%)
2824	1	< 0.1%
1454	1	< 0.1%
1270	1	< 0.1%
1266	1	< 0.1%
1200	1	< 0.1%
1094	1	< 0.1%
1075	1	< 0.1%
1069	1	< 0.1%
1012	1	< 0.1%
979	1	< 0.1%

초미세먼지(㎍/㎥)
Real number (ℝ)

HIGH CORRELATION

Distinct	60
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.587084

Minimum	3
Maximum	201
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.6 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	7
median	11
Q3	14
95-th percentile	43
Maximum	201
Range	198
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	13.016485
Coefficient of variation (CV)	0.95800431
Kurtosis	23.14547
Mean	13.587084
Median Absolute Deviation (MAD)	3
Skewness	3.3190057
Sum	34715
Variance	169.42889
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	482	18.9%
8	464	18.2%
3	330	12.9%
4	169	6.6%
11	143	5.6%
5	133	5.2%
14	92	3.6%
43	76	3.0%
20	67	2.6%
7	64	2.5%
Other values (50)	535	20.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	330	12.9%
4	169	6.6%
5	133	5.2%
7	64	2.5%
8	464	18.2%
9	61	2.4%
11	143	5.6%
12	482	18.9%
13	49	1.9%
14	92	3.6%

Value	Count	Frequency (%)
201	1	< 0.1%
123	1	< 0.1%
93	1	< 0.1%
87	1	< 0.1%
83	1	< 0.1%
82	1	< 0.1%
81	2	0.1%
78	3	0.1%
77	1	< 0.1%
71	1	< 0.1%

학습능률지수(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	46
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.986301

Minimum	43
Maximum	148
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.6 KiB

Quantile statistics

Minimum	43
5-th percentile	51
Q1	58
median	63
Q3	69
95-th percentile	79
Maximum	148
Range	105
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	16.949768
Coefficient of variation (CV)	0.25686798
Kurtosis	14.383243
Mean	65.986301
Median Absolute Deviation (MAD)	5
Skewness	3.6182036
Sum	168595
Variance	287.29464
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
62	192	7.5%
63	170	6.7%
64	143	5.6%
70	136	5.3%
61	119	4.7%
58	118	4.6%
67	117	4.6%
72	113	4.4%
57	104	4.1%
69	102	4.0%
Other values (36)	1241	48.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43	1	< 0.1%
44	2	0.1%
45	4	0.2%
46	8	0.3%
47	54	2.1%
48	11	0.4%
49	11	0.4%
50	22	0.9%
51	37	1.4%
52	27	1.1%

Value	Count	Frequency (%)
148	3	0.1%
147	11	0.4%
146	11	0.4%
145	15	0.6%
144	33	1.3%
143	15	0.6%
142	4	0.2%
138	1	< 0.1%
137	3	0.1%
82	1	< 0.1%

등록일자
Date

Distinct	433
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Memory size	20.1 KiB

Minimum	2024-01-29 08:58:45
Maximum	2024-02-04 21:58:33

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	0.921	0.943	0.624	0.872	0.690	0.619	0.709	0.901
데이터관측일시	1.000	1.000	0.433	0.500	0.264	0.492	0.131	0.097	0.287	0.482
온도(℃)	0.921	0.433	1.000	0.640	0.276	0.617	0.339	0.159	0.390	0.600
습도(%)	0.943	0.500	0.640	1.000	0.260	0.553	0.420	0.292	0.339	0.619
미세먼지(㎍/㎥)	0.624	0.264	0.276	0.260	1.000	0.359	0.000	0.233	0.943	0.323
소음(㏈)	0.872	0.492	0.617	0.553	0.359	1.000	0.306	0.092	0.427	0.437
이산화탄소(ppm)	0.690	0.131	0.339	0.420	0.000	0.306	1.000	0.354	0.061	0.306
휘발성유기화합물(ppb)	0.619	0.097	0.159	0.292	0.233	0.092	0.354	1.000	0.168	0.189
초미세먼지(㎍/㎥)	0.709	0.287	0.390	0.339	0.943	0.427	0.061	0.168	1.000	0.265
학습능률지수(%)	0.901	0.482	0.600	0.619	0.323	0.437	0.306	0.189	0.265	1.000

Heatmap
Table

	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	시리얼
데이터관측일시	1.000	-0.039	-0.045	-0.027	-0.163	0.239	-0.098	-0.027	-0.164	0.995
온도(℃)	-0.039	1.000	-0.488	-0.175	0.230	0.345	0.225	-0.175	-0.069	0.648
습도(%)	-0.045	-0.488	1.000	0.030	-0.104	-0.317	0.064	0.030	0.134	0.749
미세먼지(㎍/㎥)	-0.027	-0.175	0.030	1.000	0.193	-0.060	0.004	1.000	-0.129	0.331
소음(㏈)	-0.163	0.230	-0.104	0.193	1.000	-0.040	0.094	0.193	-0.090	0.542
이산화탄소(ppm)	0.239	0.345	-0.317	-0.060	-0.040	1.000	0.347	-0.060	-0.512	0.689
휘발성유기화합물(ppb)	-0.098	0.225	0.064	0.004	0.094	0.347	1.000	0.004	-0.065	0.328
초미세먼지(㎍/㎥)	-0.027	-0.175	0.030	1.000	0.193	-0.060	0.004	1.000	-0.129	0.385
학습능률지수(%)	-0.164	-0.069	0.134	-0.129	-0.090	-0.512	-0.065	-0.129	1.000	0.670
시리얼	0.995	0.648	0.749	0.331	0.542	0.689	0.328	0.385	0.670	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	V01G1613542	202401290855	1230	24	5	58	605	196	3	71	2024-01-29 08:58:45
1	마포구	AirGuard-K	V01G1613539	202401290855	1168	25	32	51	550	238	23	55	2024-01-29 08:58:45
2	마포구	AirGuard-K	V01G1613600	202401290855	1138	33	10	38	655	125	7	59	2024-01-29 08:58:45
3	마포구	AirGuard-K	V01G1613601	202401290855	1128	30	6	41	720	179	4	46	2024-01-29 08:58:45
4	마포구	AirGuard-K	V01G1613602	202401290855	1148	32	45	42	-9999	125	33	144	2024-01-29 08:58:45
5	마포구	AirGuard-K	V01G1613603	202401290855	1139	40	74	52	785	423	54	47	2024-01-29 08:58:45
6	마포구	AirGuard-K	V01G1613604	202401290855	1176	30	17	35	627	125	12	53	2024-01-29 08:58:45
7	마포구	AirGuard-K	V01G1613605	202401290855	1180	27	11	36	676	125	8	64	2024-01-29 08:58:46
8	마포구	AirGuard-K	V01G1613606	202401290855	1175	39	6	46	670	278	4	57	2024-01-29 08:58:46
9	마포구	AirGuard-K	V01G1613609	202401290855	1199	22	11	36	707	157	8	61	2024-01-29 08:58:46

	기관 명	모델명	시리얼	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	등록일자
2545	마포구	AirGuard-K	V01G1613617	202402042155	1232	26	5	33	1049	195	3	67	2024-02-04 21:58:32
2546	마포구	AirGuard-K	V01G1613618	202402042155	1251	24	18	33	1003	214	13	60	2024-02-04 21:58:32
2547	마포구	AirGuard-K	V01G1613619	202402042155	1252	24	17	32	908	202	12	62	2024-02-04 21:58:32
2548	마포구	AirGuard-K	V01G1613620	202402042155	1236	33	25	41	618	682	18	74	2024-02-04 21:58:32
2549	마포구	AirGuard-K	V01G1613634	202402042155	1259	24	8	33	759	125	5	63	2024-02-04 21:58:33
2550	마포구	AirGuard-K	V01G1613630	202311090355	1211	32	15	39	619	337	11	72	2024-02-04 21:58:33
2551	마포구	AirGuard-K	V01G1613629	202402042155	1230	24	5	62	617	142	3	71	2024-02-04 21:58:33
2552	마포구	AirGuard-K	V01G1613622	202402042155	1257	23	17	33	1377	189	12	55	2024-02-04 21:58:33
2553	마포구	AirGuard-K	V01G1613637	202312071235	1228	28	59	65	883	216	43	62	2024-02-04 21:58:33
2554	마포구	AirGuard-K	V01G1613632	202401311535	1269	18	28	57	883	162	20	47	2024-02-04 21:58:33

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Interactions

Correlations

Missing values

Sample