gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	3069
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	392
Duplicate rows (%)	12.8%
Total size in memory	338.8 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
Dataset has 392 (12.8%) duplicate rows	Duplicates
`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 16:11:35.972328
Analysis finished	2024-05-11 16:11:51.455489
Duration	15.48 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	24.1 KiB

마포구	3069

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	3069	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
마포구	3069	100.0%

모델명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	24.1 KiB

AirGuard-K	3069

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	3069	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
airguard-k	3069	100.0%

시리얼
Categorical

HIGH CORRELATION

Distinct	29
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	24.1 KiB

V01G1613539	112
V01G1613611	112
V01G1613634	112
V01G1613600	112
V01G1613601	112
Other values (24)	2509

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	V01G1613542
3rd row	V01G1613600
4th row	V01G1613601
5th row	V01G1613602

Common Values

Value	Count	Frequency (%)
V01G1613539	112	3.6%
V01G1613611	112	3.6%
V01G1613634	112	3.6%
V01G1613600	112	3.6%
V01G1613601	112	3.6%
V01G1613602	112	3.6%
V01G1613603	112	3.6%
V01G1613604	112	3.6%
V01G1613606	112	3.6%
V01G1613605	112	3.6%
Other values (19)	1949	63.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
v01g1613539	112	3.6%
v01g1613609	112	3.6%
v01g1613629	112	3.6%
v01g1613622	112	3.6%
v01g1613620	112	3.6%
v01g1613619	112	3.6%
v01g1613618	112	3.6%
v01g1613617	112	3.6%
v01g1613615	112	3.6%
v01g1613542	112	3.6%
Other values (19)	1949	63.5%

데이터관측일시
Real number (ℝ)

HIGH CORRELATION

Distinct	209
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0238661 × 10¹¹

Minimum	2.0230808 × 10¹¹
Maximum	2.0240121 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	2.0230808 × 10¹¹
5-th percentile	2.0231011 × 10¹¹
Q1	2.0240115 × 10¹¹
median	2.0240117 × 10¹¹
Q3	2.0240119 × 10¹¹
95-th percentile	2.0240121 × 10¹¹
Maximum	2.0240121 × 10¹¹
Range	93131135
Interquartile range (IQR)	40395

Descriptive statistics

Standard deviation	33308106
Coefficient of variation (CV)	0.00016457663
Kurtosis	1.4249031
Mean	2.0238661 × 10¹¹
Median Absolute Deviation (MAD)	20000
Skewness	-1.8500307
Sum	6.211245 × 10¹⁴
Variance	1.1094299 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202401121625	112	3.6%
202312071235	96	3.1%
202311090355	95	3.1%
202310290350	92	3.0%
202310090845	79	2.6%
202310110850	77	2.5%
202308081020	54	1.8%
202401151555	44	1.4%
202401151455	44	1.4%
202401151955	44	1.4%
Other values (199)	2332	76.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
202308081020	54	1.8%
202310090845	79	2.6%
202310110850	77	2.5%
202310290350	92	3.0%
202311090355	95	3.1%
202312071235	96	3.1%
202401121625	112	3.6%
202401150850	8	0.3%
202401150855	36	1.2%
202401150950	2	0.1%

Value	Count	Frequency (%)
202401212155	20	0.7%
202401212150	1	< 0.1%
202401212145	1	< 0.1%
202401212055	20	0.7%
202401212050	2	0.1%
202401211955	21	0.7%
202401211950	1	< 0.1%
202401211855	17	0.6%
202401211850	5	0.2%
202401211755	20	0.7%

온도(℃)
Real number (ℝ)

HIGH CORRELATION

Distinct	146
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1217.289

Minimum	1120
Maximum	1272
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	1120
5-th percentile	1139.4
Q1	1199
median	1231
Q3	1242
95-th percentile	1256
Maximum	1272
Range	152
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	35.753104
Coefficient of variation (CV)	0.029371089
Kurtosis	0.1186093
Mean	1217.289
Median Absolute Deviation (MAD)	16
Skewness	-1.0672559
Sum	3735860
Variance	1278.2844
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1228	136	4.4%
1231	125	4.1%
1252	124	4.0%
1211	117	3.8%
1232	113	3.7%
1241	105	3.4%
1244	93	3.0%
1265	79	2.6%
1240	75	2.4%
1235	74	2.4%
Other values (136)	2028	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1120	1	< 0.1%
1121	2	0.1%
1122	4	0.1%
1123	3	0.1%
1124	4	0.1%
1125	2	0.1%
1126	14	0.5%
1127	4	0.1%
1128	12	0.4%
1129	11	0.4%

Value	Count	Frequency (%)
1272	1	< 0.1%
1267	1	< 0.1%
1265	79	2.6%
1264	5	0.2%
1263	3	0.1%
1262	4	0.1%
1261	10	0.3%
1260	7	0.2%
1259	14	0.5%
1258	11	0.4%

습도(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	34
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.580971

Minimum	16
Maximum	59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	16
5-th percentile	18
Q1	23
median	27
Q3	33
95-th percentile	40
Maximum	59
Range	43
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.7727487
Coefficient of variation (CV)	0.27195537
Kurtosis	2.5137429
Mean	28.580971
Median Absolute Deviation (MAD)	5
Skewness	1.1510296
Sum	87715
Variance	60.415622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
24	217	7.1%
26	211	6.9%
28	203	6.6%
32	189	6.2%
23	164	5.3%
27	158	5.1%
33	158	5.1%
36	148	4.8%
25	147	4.8%
20	144	4.7%
Other values (24)	1330	43.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16	48	1.6%
17	53	1.7%
18	88	2.9%
19	111	3.6%
20	144	4.7%
21	99	3.2%
22	101	3.3%
23	164	5.3%
24	217	7.1%
25	147	4.8%

Value	Count	Frequency (%)
59	54	1.8%
51	1	< 0.1%
50	1	< 0.1%
46	1	< 0.1%
45	81	2.6%
44	1	< 0.1%
43	3	0.1%
42	7	0.2%
41	2	0.1%
40	7	0.2%

미세먼지(㎍/㎥)
Real number (ℝ)

HIGH CORRELATION

Distinct	38
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.396546

Minimum	5
Maximum	76
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	8
median	11
Q3	17
95-th percentile	47
Maximum	76
Range	71
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	12.399536
Coefficient of variation (CV)	0.80534532
Kurtosis	5.3497876
Mean	15.396546
Median Absolute Deviation (MAD)	6
Skewness	2.3153239
Sum	47252
Variance	153.7485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
11	644	21.0%
17	628	20.5%
5	493	16.1%
6	224	7.3%
13	167	5.4%
15	161	5.2%
8	160	5.2%
59	99	3.2%
10	93	3.0%
18	47	1.5%
Other values (28)	353	11.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	493	16.1%
6	224	7.3%
8	160	5.2%
10	93	3.0%
11	644	21.0%
13	167	5.4%
15	161	5.2%
17	628	20.5%
18	47	1.5%
20	30	1.0%

Value	Count	Frequency (%)
76	1	< 0.1%
69	1	< 0.1%
68	3	0.1%
66	3	0.1%
62	4	0.1%
61	1	< 0.1%
59	99	3.2%
57	20	0.7%
56	4	0.1%
54	11	0.4%

소음(㏈)
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.822418

Minimum	32
Maximum	82
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	32
5-th percentile	33
Q1	39
median	46
Q3	53
95-th percentile	65
Maximum	82
Range	50
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	9.4820598
Coefficient of variation (CV)	0.20251111
Kurtosis	-0.12499609
Mean	46.822418
Median Absolute Deviation (MAD)	7
Skewness	0.53344889
Sum	143698
Variance	89.909458
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
39	216	7.0%
42	203	6.6%
41	191	6.2%
49	166	5.4%
32	142	4.6%
50	134	4.4%
54	132	4.3%
40	129	4.2%
51	126	4.1%
52	123	4.0%
Other values (39)	1507	49.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	142	4.6%
33	85	2.8%
34	20	0.7%
35	79	2.6%
36	106	3.5%
37	72	2.3%
38	56	1.8%
39	216	7.0%
40	129	4.2%
41	191	6.2%

Value	Count	Frequency (%)
82	2	0.1%
80	1	< 0.1%
79	3	0.1%
78	2	0.1%
77	1	< 0.1%
76	9	0.3%
75	1	< 0.1%
74	6	0.2%
73	6	0.2%
72	6	0.2%

이산화탄소(ppm)
Real number (ℝ)

HIGH CORRELATION

Distinct	831
Distinct (%)	27.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	366.24112

Minimum	-9999
Maximum	1906
Zeros	0
Zeros (%)	0.0%
Negative	108
Negative (%)	3.5%
Memory size	27.1 KiB

Quantile statistics

Minimum	-9999
5-th percentile	337.4
Q1	534
median	709
Q3	883
95-th percentile	1190.2
Maximum	1906
Range	11905
Interquartile range (IQR)	349

Descriptive statistics

Standard deviation	1994.9396
Coefficient of variation (CV)	5.4470662
Kurtosis	22.708076
Mean	366.24112
Median Absolute Deviation (MAD)	174
Skewness	-4.9245963
Sum	1123994
Variance	3979784.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
619	113	3.7%
-9999	108	3.5%
430	100	3.3%
883	96	3.1%
820	93	3.0%
429	79	2.6%
580	79	2.6%
417	57	1.9%
617	29	0.9%
741	25	0.8%
Other values (821)	2290	74.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9999	108	3.5%
4	1	< 0.1%
60	1	< 0.1%
111	1	< 0.1%
224	1	< 0.1%
255	2	0.1%
261	1	< 0.1%
265	2	0.1%
270	2	0.1%
273	1	< 0.1%

Value	Count	Frequency (%)
1906	1	< 0.1%
1612	1	< 0.1%
1607	1	< 0.1%
1564	1	< 0.1%
1562	1	< 0.1%
1544	2	0.1%
1537	1	< 0.1%
1534	1	< 0.1%
1521	1	< 0.1%
1512	1	< 0.1%

휘발성유기화합물(ppb)
Real number (ℝ)

Distinct	325
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	226.99935

Minimum	125
Maximum	737
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	125
5-th percentile	125
Q1	152
median	201
Q3	289
95-th percentile	369
Maximum	737
Range	612
Interquartile range (IQR)	137

Descriptive statistics

Standard deviation	92.707152
Coefficient of variation (CV)	0.40840272
Kurtosis	2.6511554
Mean	226.99935
Median Absolute Deviation (MAD)	59
Skewness	1.289504
Sum	696661
Variance	8594.616
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
125	239	7.8%
216	102	3.3%
183	102	3.3%
360	101	3.3%
337	99	3.2%
348	96	3.1%
240	83	2.7%
140	67	2.2%
126	41	1.3%
147	35	1.1%
Other values (315)	2104	68.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
125	239	7.8%
126	41	1.3%
127	27	0.9%
128	23	0.7%
129	12	0.4%
130	11	0.4%
131	8	0.3%
132	25	0.8%
133	13	0.4%
134	15	0.5%

Value	Count	Frequency (%)
737	1	< 0.1%
682	15	0.5%
665	2	0.1%
618	2	0.1%
575	1	< 0.1%
569	1	< 0.1%
564	1	< 0.1%
551	1	< 0.1%
550	1	< 0.1%
548	2	0.1%

초미세먼지(㎍/㎥)
Real number (ℝ)

HIGH CORRELATION

Distinct	36
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.913978

Minimum	3
Maximum	56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	5
median	8
Q3	12
95-th percentile	34
Maximum	56
Range	53
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	9.1649254
Coefficient of variation (CV)	0.83974193
Kurtosis	5.2920141
Mean	10.913978
Median Absolute Deviation (MAD)	4
Skewness	2.2899524
Sum	33495
Variance	83.995857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
8	644	21.0%
12	628	20.5%
3	493	16.1%
4	224	7.3%
9	167	5.4%
11	161	5.2%
5	160	5.2%
43	99	3.2%
7	93	3.0%
13	47	1.5%
Other values (26)	353	11.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	493	16.1%
4	224	7.3%
5	160	5.2%
7	93	3.0%
8	644	21.0%
9	167	5.4%
11	161	5.2%
12	628	20.5%
13	47	1.5%
14	30	1.0%

Value	Count	Frequency (%)
56	1	< 0.1%
51	1	< 0.1%
50	3	0.1%
48	3	0.1%
45	5	0.2%
43	99	3.2%
42	20	0.7%
41	4	0.1%
39	11	0.4%
38	3	0.1%

학습능률지수(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	59
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.37276

Minimum	39
Maximum	163
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	39
5-th percentile	52
Q1	59
median	63
Q3	69
95-th percentile	79
Maximum	163
Range	124
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	16.708596
Coefficient of variation (CV)	0.25173875
Kurtosis	15.812218
Mean	66.37276
Median Absolute Deviation (MAD)	5
Skewness	3.786107
Sum	203698
Variance	279.17717
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	269	8.8%
64	213	6.9%
67	209	6.8%
63	174	5.7%
61	154	5.0%
70	148	4.8%
58	146	4.8%
59	128	4.2%
72	124	4.0%
56	116	3.8%
Other values (49)	1388	45.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
39	1	< 0.1%
41	1	< 0.1%
42	1	< 0.1%
44	1	< 0.1%
45	3	0.1%
46	5	0.2%
47	15	0.5%
48	5	0.2%
49	11	0.4%
50	24	0.8%

Value	Count	Frequency (%)
163	1	< 0.1%
160	1	< 0.1%
157	4	0.1%
156	2	0.1%
154	3	0.1%
151	4	0.1%
150	2	0.1%
149	9	0.3%
148	15	0.5%
147	4	0.1%

등록일자
Date

Distinct	454
Distinct (%)	14.8%
Missing	0
Missing (%)	0.0%
Memory size	24.1 KiB

Minimum	2024-01-15 08:59:17
Maximum	2024-01-21 21:59:06

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	0.914	0.918	0.761	0.876	0.686	0.712	0.757	0.881
데이터관측일시	1.000	1.000	0.487	0.475	0.507	0.563	0.113	0.484	0.496	0.289
온도(℃)	0.914	0.487	1.000	0.751	0.549	0.619	0.485	0.457	0.548	0.545
습도(%)	0.918	0.475	0.751	1.000	0.520	0.683	0.556	0.496	0.519	0.544
미세먼지(㎍/㎥)	0.761	0.507	0.549	0.520	1.000	0.658	0.198	0.529	1.000	0.396
소음(㏈)	0.876	0.563	0.619	0.683	0.658	1.000	0.360	0.473	0.652	0.425
이산화탄소(ppm)	0.686	0.113	0.485	0.556	0.198	0.360	1.000	0.500	0.191	0.584
휘발성유기화합물(ppb)	0.712	0.484	0.457	0.496	0.529	0.473	0.500	1.000	0.523	0.365
초미세먼지(㎍/㎥)	0.757	0.496	0.548	0.519	1.000	0.652	0.191	0.523	1.000	0.394
학습능률지수(%)	0.881	0.289	0.545	0.544	0.396	0.425	0.584	0.365	0.394	1.000

Heatmap
Table

	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	시리얼
데이터관측일시	1.000	-0.040	-0.135	-0.052	-0.076	0.370	-0.061	-0.052	-0.290	0.996
온도(℃)	-0.040	1.000	-0.301	-0.163	0.205	0.312	0.266	-0.163	-0.019	0.631
습도(%)	-0.135	-0.301	1.000	0.038	-0.116	-0.196	0.088	0.038	0.161	0.640
미세먼지(㎍/㎥)	-0.052	-0.163	0.038	1.000	0.179	-0.016	0.027	1.000	-0.051	0.389
소음(㏈)	-0.076	0.205	-0.116	0.179	1.000	-0.035	0.059	0.179	-0.054	0.549
이산화탄소(ppm)	0.370	0.312	-0.196	-0.016	-0.035	1.000	0.422	-0.016	-0.519	0.809
휘발성유기화합물(ppb)	-0.061	0.266	0.088	0.027	0.059	0.422	1.000	0.027	-0.094	0.342
초미세먼지(㎍/㎥)	-0.052	-0.163	0.038	1.000	0.179	-0.016	0.027	1.000	-0.051	0.384
학습능률지수(%)	-0.290	-0.019	0.161	-0.051	-0.054	-0.519	-0.094	-0.051	1.000	0.614
시리얼	0.996	0.631	0.640	0.389	0.549	0.809	0.342	0.384	0.614	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	202401150855	1202	29	15	53	843	223	11	61	2024-01-15 08:59:17
1	마포구	AirGuard-K	V01G1613542	202401150855	1213	18	56	55	309	165	41	58	2024-01-15 08:59:17
2	마포구	AirGuard-K	V01G1613600	202401150855	1161	31	35	40	707	166	25	63	2024-01-15 08:59:17
3	마포구	AirGuard-K	V01G1613601	202401150855	1122	32	25	41	617	125	18	55	2024-01-15 08:59:17
4	마포구	AirGuard-K	V01G1613602	202401150855	1126	32	10	41	-9999	127	7	144	2024-01-15 08:59:17
5	마포구	AirGuard-K	V01G1613603	202401150850	1152	35	57	57	619	201	42	51	2024-01-15 08:59:17
6	마포구	AirGuard-K	V01G1613604	202401150855	1177	32	30	37	617	125	22	61	2024-01-15 08:59:17
7	마포구	AirGuard-K	V01G1613539	202401150855	1202	29	15	53	843	223	11	61	2024-01-15 08:59:17
8	마포구	AirGuard-K	V01G1613603	202401150850	1152	35	57	57	619	201	42	51	2024-01-15 08:59:17
9	마포구	AirGuard-K	V01G1613602	202401150855	1126	32	10	41	-9999	127	7	144	2024-01-15 08:59:17

	기관 명	모델명	시리얼	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	등록일자
3059	마포구	AirGuard-K	V01G1613629	202401212155	1230	24	5	62	617	142	3	71	2024-01-21 21:59:05
3060	마포구	AirGuard-K	V01G1613630	202311090355	1211	32	15	39	619	337	11	72	2024-01-21 21:59:05
3061	마포구	AirGuard-K	V01G1613632	202401212155	1248	25	32	34	671	225	23	64	2024-01-21 21:59:05
3062	마포구	AirGuard-K	V01G1613620	202401121625	1231	33	13	49	430	360	9	77	2024-01-21 21:59:05
3063	마포구	AirGuard-K	V01G1613622	202401212155	1241	22	17	50	1072	157	12	63	2024-01-21 21:59:05
3064	마포구	AirGuard-K	V01G1613625	202308081020	1244	59	17	52	417	140	12	70	2024-01-21 21:59:05
3065	마포구	AirGuard-K	V01G1613628	202310090845	1232	45	11	60	580	240	8	79	2024-01-21 21:59:05
3066	마포구	AirGuard-K	V01G1613635	202310110850	1265	38	8	51	429	183	5	64	2024-01-21 21:59:06
3067	마포구	AirGuard-K	V01G1613637	202312071235	1228	28	59	65	883	216	43	62	2024-01-21 21:59:06
3068	마포구	AirGuard-K	V01G1613634	202401212155	1259	25	8	32	710	126	5	63	2024-01-21 21:59:06

Most frequently occurring

	기관 명	모델명	시리얼	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	등록일자	# duplicates
0	마포구	AirGuard-K	V01G1613539	202401150855	1202	29	15	53	843	223	11	61	2024-01-15 08:59:17	2
1	마포구	AirGuard-K	V01G1613539	202401150950	1198	23	17	55	495	166	12	59	2024-01-15 09:59:17	2
2	마포구	AirGuard-K	V01G1613539	202401151055	1205	22	27	54	508	167	19	68	2024-01-15 10:59:16	2
3	마포구	AirGuard-K	V01G1613539	202401151155	1210	21	5	53	505	164	3	68	2024-01-15 11:59:16	2
4	마포구	AirGuard-K	V01G1613539	202401151255	1210	20	10	54	491	147	7	59	2024-01-15 12:59:16	2
5	마포구	AirGuard-K	V01G1613539	202401151355	1213	20	5	54	513	165	3	58	2024-01-15 13:59:16	2
6	마포구	AirGuard-K	V01G1613539	202401151455	1215	20	11	52	508	164	8	57	2024-01-15 14:59:16	2
7	마포구	AirGuard-K	V01G1613539	202401151555	1215	19	17	52	508	170	12	57	2024-01-15 15:59:17	2
8	마포구	AirGuard-K	V01G1613539	202401151655	1213	19	6	52	507	187	4	59	2024-01-15 16:59:16	2
9	마포구	AirGuard-K	V01G1613539	202401151755	1211	19	11	51	510	181	8	59	2024-01-15 17:59:16	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring