gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	2658
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	293.4 KiB
Average record size in memory	113.0 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	2024-05-04 02:23:40.664617
Analysis finished	2024-05-04 02:24:13.641892
Duration	32.98 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	20.9 KiB

마포구	2658

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	2658	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
마포구	2658	100.0%

모델명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 KiB

AirGuard-K	2658

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	2658	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
airguard-k	2658	100.0%

시리얼
Categorical

HIGH CORRELATION

Distinct	29
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 KiB

V01G1613602	98
V01G1613613	98
V01G1613600	98
V01G1613542	98
V01G1613539	98
Other values (24)	2168

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
V01G1613602	98	3.7%
V01G1613613	98	3.7%
V01G1613600	98	3.7%
V01G1613542	98	3.7%
V01G1613539	98	3.7%
V01G1613603	98	3.7%
V01G1613612	98	3.7%
V01G1613611	98	3.7%
V01G1613604	98	3.7%
V01G1613605	98	3.7%
Other values (19)	1678	63.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
v01g1613602	98	3.7%
v01g1613606	98	3.7%
v01g1613634	98	3.7%
v01g1613632	98	3.7%
v01g1613629	98	3.7%
v01g1613622	98	3.7%
v01g1613620	98	3.7%
v01g1613619	98	3.7%
v01g1613618	98	3.7%
v01g1613617	98	3.7%
Other values (19)	1678	63.1%

데이터관측일시
Real number (ℝ)

HIGH CORRELATION

Distinct	199
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0238747 × 10¹¹

Minimum	2.0230808 × 10¹¹
Maximum	2.0240128 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.5 KiB

Quantile statistics

Minimum	2.0230808 × 10¹¹
5-th percentile	2.0231011 × 10¹¹
Q1	2.0240122 × 10¹¹
median	2.0240124 × 10¹¹
Q3	2.0240126 × 10¹¹
95-th percentile	2.0240128 × 10¹¹
Maximum	2.0240128 × 10¹¹
Range	93201135
Interquartile range (IQR)	40195

Descriptive statistics

Standard deviation	32568315
Coefficient of variation (CV)	0.00016092061
Kurtosis	1.768208
Mean	2.0238747 × 10¹¹
Median Absolute Deviation (MAD)	20100
Skewness	-1.9404923
Sum	5.3794589 × 10¹⁴
Variance	1.0606951 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202312071235	85	3.2%
202311090355	84	3.2%
202310290350	72	2.7%
202310110850	67	2.5%
202310090845	57	2.1%
202308081020	39	1.5%
202401261055	23	0.9%
202401230855	23	0.9%
202401261855	23	0.9%
202401251055	23	0.9%
Other values (189)	2162	81.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
202308081020	39	1.5%
202310090845	57	2.1%
202310110850	67	2.5%
202310290350	72	2.7%
202311090355	84	3.2%
202312071235	85	3.2%
202401121625	12	0.5%
202401220850	1	< 0.1%
202401220855	21	0.8%
202401220950	4	0.2%

Value	Count	Frequency (%)
202401282155	23	0.9%
202401282055	22	0.8%
202401282050	1	< 0.1%
202401281955	17	0.6%
202401281950	6	0.2%
202401281855	21	0.8%
202401281850	2	0.1%
202401281755	20	0.8%
202401281750	3	0.1%
202401281655	19	0.7%

온도(℃)
Real number (ℝ)

HIGH CORRELATION

Distinct	168
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1212.2141

Minimum	1093
Maximum	1277
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.5 KiB

Quantile statistics

Minimum	1093
5-th percentile	1123
Q1	1194.25
median	1228
Q3	1240
95-th percentile	1252
Maximum	1277
Range	184
Interquartile range (IQR)	45.75

Descriptive statistics

Standard deviation	39.040145
Coefficient of variation (CV)	0.032205652
Kurtosis	0.49324496
Mean	1212.2141
Median Absolute Deviation (MAD)	17
Skewness	-1.168844
Sum	3222065
Variance	1524.1329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1228	105	4.0%
1211	98	3.7%
1232	88	3.3%
1241	85	3.2%
1252	84	3.2%
1265	67	2.5%
1236	65	2.4%
1244	65	2.4%
1229	64	2.4%
1240	63	2.4%
Other values (158)	1874	70.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1093	1	< 0.1%
1095	1	< 0.1%
1099	1	< 0.1%
1102	4	0.2%
1103	2	0.1%
1104	5	0.2%
1105	4	0.2%
1106	5	0.2%
1107	5	0.2%
1108	5	0.2%

Value	Count	Frequency (%)
1277	1	< 0.1%
1276	1	< 0.1%
1274	1	< 0.1%
1269	1	< 0.1%
1266	1	< 0.1%
1265	67	2.5%
1263	2	0.1%
1262	5	0.2%
1261	1	< 0.1%
1260	6	0.2%

습도(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	29
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.938676

Minimum	13
Maximum	59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.5 KiB

Quantile statistics

Minimum	13
5-th percentile	15
Q1	19
median	23
Q3	30
95-th percentile	38
Maximum	59
Range	46
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.1833755
Coefficient of variation (CV)	0.32813994
Kurtosis	2.9845103
Mean	24.938676
Median Absolute Deviation (MAD)	5
Skewness	1.3925297
Sum	66287
Variance	66.967634
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
22	182	6.8%
20	180	6.8%
23	175	6.6%
16	168	6.3%
18	162	6.1%
17	147	5.5%
32	143	5.4%
24	143	5.4%
21	140	5.3%
19	130	4.9%
Other values (19)	1088	40.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	14	0.5%
14	50	1.9%
15	74	2.8%
16	168	6.3%
17	147	5.5%
18	162	6.1%
19	130	4.9%
20	180	6.8%
21	140	5.3%
22	182	6.8%

Value	Count	Frequency (%)
59	39	1.5%
45	57	2.1%
39	18	0.7%
38	71	2.7%
37	2	0.1%
36	81	3.0%
35	35	1.3%
34	37	1.4%
33	53	2.0%
32	143	5.4%

미세먼지(㎍/㎥)
Real number (ℝ)

HIGH CORRELATION

Distinct	44
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.357788

Minimum	5
Maximum	155
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.5 KiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	8
median	11
Q3	17
95-th percentile	57
Maximum	155
Range	150
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	13.649116
Coefficient of variation (CV)	0.83441086
Kurtosis	7.8486362
Mean	16.357788
Median Absolute Deviation (MAD)	6
Skewness	2.3967009
Sum	43479
Variance	186.29836
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
17	532	20.0%
11	526	19.8%
5	418	15.7%
6	191	7.2%
15	158	5.9%
8	151	5.7%
59	89	3.3%
13	78	2.9%
10	72	2.7%
25	44	1.7%
Other values (34)	399	15.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	418	15.7%
6	191	7.2%
8	151	5.7%
10	72	2.7%
11	526	19.8%
13	78	2.9%
15	158	5.9%
17	532	20.0%
18	42	1.6%
20	32	1.2%

Value	Count	Frequency (%)
155	1	< 0.1%
89	1	< 0.1%
83	1	< 0.1%
81	2	0.1%
76	1	< 0.1%
74	1	< 0.1%
68	1	< 0.1%
66	2	0.1%
64	2	0.1%
62	4	0.2%

소음(㏈)
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.67532

Minimum	32
Maximum	80
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.5 KiB

Quantile statistics

Minimum	32
5-th percentile	33
Q1	40
median	45
Q3	53
95-th percentile	65
Maximum	80
Range	48
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.3439444
Coefficient of variation (CV)	0.20019026
Kurtosis	-0.060344101
Mean	46.67532
Median Absolute Deviation (MAD)	6
Skewness	0.63728738
Sum	124063
Variance	87.309297
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
41	210	7.9%
39	188	7.1%
42	186	7.0%
40	137	5.2%
51	125	4.7%
32	102	3.8%
50	98	3.7%
43	96	3.6%
46	91	3.4%
54	90	3.4%
Other values (39)	1335	50.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	102	3.8%
33	43	1.6%
34	22	0.8%
35	62	2.3%
36	79	3.0%
37	90	3.4%
38	63	2.4%
39	188	7.1%
40	137	5.2%
41	210	7.9%

Value	Count	Frequency (%)
80	2	0.1%
79	1	< 0.1%
78	2	0.1%
77	3	0.1%
76	7	0.3%
75	3	0.1%
74	5	0.2%
73	3	0.1%
72	5	0.2%
71	7	0.3%

이산화탄소(ppm)
Real number (ℝ)

HIGH CORRELATION

Distinct	824
Distinct (%)	31.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	350.79496

Minimum	-9999
Maximum	2178
Zeros	0
Zeros (%)	0.0%
Negative	98
Negative (%)	3.7%
Memory size	23.5 KiB

Quantile statistics

Minimum	-9999
5-th percentile	329
Q1	560
median	710
Q3	883
95-th percentile	1187.3
Maximum	2178
Range	12177
Interquartile range (IQR)	323

Descriptive statistics

Standard deviation	2039.996
Coefficient of variation (CV)	5.8153516
Kurtosis	21.495692
Mean	350.79496
Median Absolute Deviation (MAD)	169
Skewness	-4.8031238
Sum	932413
Variance	4161583.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
619	105	4.0%
-9999	98	3.7%
883	85	3.2%
820	76	2.9%
429	69	2.6%
580	61	2.3%
417	41	1.5%
741	34	1.3%
597	25	0.9%
710	25	0.9%
Other values (814)	2039	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9999	98	3.7%
191	1	< 0.1%
199	1	< 0.1%
205	1	< 0.1%
226	1	< 0.1%
234	1	< 0.1%
249	1	< 0.1%
251	1	< 0.1%
253	1	< 0.1%
264	1	< 0.1%

Value	Count	Frequency (%)
2178	1	< 0.1%
2143	1	< 0.1%
2054	1	< 0.1%
2022	1	< 0.1%
1928	1	< 0.1%
1838	1	< 0.1%
1740	1	< 0.1%
1710	1	< 0.1%
1708	1	< 0.1%
1702	1	< 0.1%

휘발성유기화합물(ppb)
Real number (ℝ)

Distinct	322
Distinct (%)	12.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	227.84199

Minimum	125
Maximum	1489
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.5 KiB

Quantile statistics

Minimum	125
5-th percentile	125
Q1	156
median	209
Q3	284
95-th percentile	366
Maximum	1489
Range	1364
Interquartile range (IQR)	128

Descriptive statistics

Standard deviation	93.621974
Coefficient of variation (CV)	0.41090747
Kurtosis	15.928289
Mean	227.84199
Median Absolute Deviation (MAD)	60
Skewness	2.2866883
Sum	605604
Variance	8765.074
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
125	204	7.7%
216	94	3.5%
337	88	3.3%
183	84	3.2%
348	76	2.9%
240	62	2.3%
140	47	1.8%
152	35	1.3%
126	34	1.3%
201	29	1.1%
Other values (312)	1905	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
125	204	7.7%
126	34	1.3%
127	18	0.7%
128	13	0.5%
129	12	0.5%
130	10	0.4%
131	6	0.2%
132	11	0.4%
133	11	0.4%
134	11	0.4%

Value	Count	Frequency (%)
1489	1	< 0.1%
843	1	< 0.1%
741	1	< 0.1%
682	17	0.6%
620	1	< 0.1%
601	1	< 0.1%
598	1	< 0.1%
566	1	< 0.1%
551	1	< 0.1%
547	1	< 0.1%

초미세먼지(㎍/㎥)
Real number (ℝ)

HIGH CORRELATION

Distinct	42
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.620391

Minimum	3
Maximum	98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.5 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	5
median	8
Q3	12
95-th percentile	42
Maximum	98
Range	95
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	10.032352
Coefficient of variation (CV)	0.86334031
Kurtosis	6.012731
Mean	11.620391
Median Absolute Deviation (MAD)	4
Skewness	2.255759
Sum	30887
Variance	100.64809
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
12	532	20.0%
8	526	19.8%
3	418	15.7%
4	191	7.2%
11	158	5.9%
5	151	5.7%
43	89	3.3%
9	78	2.9%
7	72	2.7%
18	44	1.7%
Other values (32)	399	15.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	418	15.7%
4	191	7.2%
5	151	5.7%
7	72	2.7%
8	526	19.8%
9	78	2.9%
11	158	5.9%
12	532	20.0%
13	42	1.6%
14	32	1.2%

Value	Count	Frequency (%)
98	1	< 0.1%
65	1	< 0.1%
61	1	< 0.1%
59	2	0.1%
56	1	< 0.1%
54	1	< 0.1%
50	1	< 0.1%
48	2	0.1%
47	2	0.1%
45	6	0.2%

학습능률지수(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	66
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.524454

Minimum	40
Maximum	159
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.5 KiB

Quantile statistics

Minimum	40
5-th percentile	48
Q1	57
median	62
Q3	68
95-th percentile	79
Maximum	159
Range	119
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	16.732716
Coefficient of variation (CV)	0.25932363
Kurtosis	12.964929
Mean	64.524454
Median Absolute Deviation (MAD)	5
Skewness	3.3085747
Sum	171506
Variance	279.98378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	219	8.2%
64	147	5.5%
67	141	5.3%
61	135	5.1%
63	127	4.8%
70	115	4.3%
59	111	4.2%
72	104	3.9%
58	101	3.8%
60	97	3.6%
Other values (56)	1361	51.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	7	0.3%
41	4	0.2%
42	7	0.3%
43	10	0.4%
44	13	0.5%
45	17	0.6%
46	33	1.2%
47	21	0.8%
48	44	1.7%
49	51	1.9%

Value	Count	Frequency (%)
159	1	< 0.1%
156	1	< 0.1%
154	1	< 0.1%
153	1	< 0.1%
152	1	< 0.1%
149	2	0.1%
148	1	< 0.1%
147	1	< 0.1%
145	2	0.1%
144	21	0.8%

등록일자
Date

Distinct	451
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Memory size	20.9 KiB

Minimum	2024-01-22 08:59:01
Maximum	2024-01-28 21:58:49

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	0.912	0.946	0.739	0.872	0.583	0.587	0.744	0.895
데이터관측일시	1.000	1.000	0.524	0.622	0.311	0.529	0.279	0.121	0.491	0.354
온도(℃)	0.912	0.524	1.000	0.659	0.391	0.597	0.343	0.248	0.408	0.604
습도(%)	0.946	0.622	0.659	1.000	0.305	0.565	0.294	0.292	0.453	0.610
미세먼지(㎍/㎥)	0.739	0.311	0.391	0.305	1.000	0.442	0.109	0.387	0.934	0.487
소음(㏈)	0.872	0.529	0.597	0.565	0.442	1.000	0.230	0.189	0.463	0.435
이산화탄소(ppm)	0.583	0.279	0.343	0.294	0.109	0.230	1.000	0.285	0.152	0.371
휘발성유기화합물(ppb)	0.587	0.121	0.248	0.292	0.387	0.189	0.285	1.000	0.303	0.198
초미세먼지(㎍/㎥)	0.744	0.491	0.408	0.453	0.934	0.463	0.152	0.303	1.000	0.367
학습능률지수(%)	0.895	0.354	0.604	0.610	0.487	0.435	0.371	0.198	0.367	1.000

Heatmap
Table

	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	시리얼
데이터관측일시	1.000	-0.104	-0.240	-0.029	-0.088	0.332	0.081	-0.029	-0.283	0.995
온도(℃)	-0.104	1.000	-0.248	-0.204	0.225	0.287	0.211	-0.204	0.133	0.626
습도(%)	-0.240	-0.248	1.000	0.133	-0.138	-0.236	0.011	0.133	0.264	0.759
미세먼지(㎍/㎥)	-0.029	-0.204	0.133	1.000	0.165	-0.091	-0.021	1.000	-0.015	0.412
소음(㏈)	-0.088	0.225	-0.138	0.165	1.000	-0.019	0.030	0.165	-0.086	0.542
이산화탄소(ppm)	0.332	0.287	-0.236	-0.091	-0.019	1.000	0.439	-0.091	-0.446	0.777
휘발성유기화합물(ppb)	0.081	0.211	0.011	-0.021	0.030	0.439	1.000	-0.021	-0.107	0.287
초미세먼지(㎍/㎥)	-0.029	-0.204	0.133	1.000	0.165	-0.091	-0.021	1.000	-0.015	0.407
학습능률지수(%)	-0.283	0.133	0.264	-0.015	-0.086	-0.446	-0.107	-0.015	1.000	0.640
시리얼	0.995	0.626	0.759	0.412	0.542	0.777	0.287	0.407	0.640	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	V01G1613602	202401220855	1148	32	45	42	-9999	125	33	144	2024-01-22 08:59:01
1	마포구	AirGuard-K	V01G1613601	202401220850	1144	30	15	41	610	126	11	49	2024-01-22 08:59:01
2	마포구	AirGuard-K	V01G1613600	202401220855	1138	36	11	39	539	125	8	59	2024-01-22 08:59:01
3	마포구	AirGuard-K	V01G1613542	202401220855	1216	19	28	50	296	138	20	59	2024-01-22 08:59:01
4	마포구	AirGuard-K	V01G1613539	202401220855	1177	25	17	53	435	131	12	55	2024-01-22 08:59:01
5	마포구	AirGuard-K	V01G1613603	202401220855	1132	27	54	48	470	145	39	51	2024-01-22 08:59:01
6	마포구	AirGuard-K	V01G1613612	202401220855	1226	24	5	33	656	137	3	75	2024-01-22 08:59:02
7	마포구	AirGuard-K	V01G1613611	202401220855	1242	22	18	33	620	139	13	71	2024-01-22 08:59:02
8	마포구	AirGuard-K	V01G1613604	202401220855	1183	36	17	36	561	125	12	69	2024-01-22 08:59:02
9	마포구	AirGuard-K	V01G1613605	202401220855	1189	30	11	39	784	158	8	58	2024-01-22 08:59:02

	기관 명	모델명	시리얼	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	등록일자
2648	마포구	AirGuard-K	V01G1613617	202401282155	1229	24	17	41	741	167	12	71	2024-01-28 21:58:47
2649	마포구	AirGuard-K	V01G1613632	202401282155	1239	20	15	36	691	214	11	62	2024-01-28 21:58:48
2650	마포구	AirGuard-K	V01G1613618	202401282155	1241	20	22	33	887	286	16	58	2024-01-28 21:58:48
2651	마포구	AirGuard-K	V01G1613619	202401282155	1246	20	11	32	793	258	8	58	2024-01-28 21:58:48
2652	마포구	AirGuard-K	V01G1613620	202401282155	1233	36	28	46	505	392	20	74	2024-01-28 21:58:48
2653	마포구	AirGuard-K	V01G1613622	202401282155	1250	19	6	33	1253	245	4	51	2024-01-28 21:58:48
2654	마포구	AirGuard-K	V01G1613634	202401282155	1241	20	11	46	703	125	8	60	2024-01-28 21:58:48
2655	마포구	AirGuard-K	V01G1613628	202310090845	1232	45	11	60	580	240	8	79	2024-01-28 21:58:48
2656	마포구	AirGuard-K	V01G1613629	202401282155	1236	23	8	46	862	333	5	67	2024-01-28 21:58:48
2657	마포구	AirGuard-K	V01G1613637	202312071235	1228	28	59	65	883	216	43	62	2024-01-28 21:58:49

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Interactions

Correlations

Missing values

Sample