gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	3089
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	390
Duplicate rows (%)	12.6%
Total size in memory	341.0 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 390 (12.6%) 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 `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 16:10:05.944541
Analysis finished	2024-05-11 16:10:29.532812
Duration	23.59 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	24.3 KiB

마포구	3089

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	3089	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
마포구	3089	100.0%

모델명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	24.3 KiB

AirGuard-K	3089

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	3089	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
airguard-k	3089	100.0%

시리얼
Categorical

HIGH CORRELATION

Distinct	29
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	24.3 KiB

V01G1613539	112
V01G1613610	112
V01G1613603	112
V01G1613602	112
V01G1613542	112
Other values (24)	2529

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	V01G1613604
3rd row	V01G1613603
4th row	V01G1613602
5th row	V01G1613542

Common Values

Value	Count	Frequency (%)
V01G1613539	112	3.6%
V01G1613610	112	3.6%
V01G1613603	112	3.6%
V01G1613602	112	3.6%
V01G1613542	112	3.6%
V01G1613601	112	3.6%
V01G1613605	112	3.6%
V01G1613600	112	3.6%
V01G1613606	112	3.6%
V01G1613615	112	3.6%
Other values (19)	1969	63.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
v01g1613539	112	3.6%
v01g1613613	112	3.6%
v01g1613632	112	3.6%
v01g1613634	112	3.6%
v01g1613617	112	3.6%
v01g1613618	112	3.6%
v01g1613619	112	3.6%
v01g1613620	112	3.6%
v01g1613622	112	3.6%
v01g1613629	112	3.6%
Other values (19)	1969	63.7%

데이터관측일시
Real number (ℝ)

HIGH CORRELATION

Distinct	212
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0238605 × 10¹¹

Minimum	2.0230808 × 10¹¹
Maximum	2.0240114 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.3 KiB

Quantile statistics

Minimum	2.0230808 × 10¹¹
5-th percentile	2.0231011 × 10¹¹
Q1	2.0240108 × 10¹¹
median	2.0240111 × 10¹¹
Q3	2.0240113 × 10¹¹
95-th percentile	2.0240114 × 10¹¹
Maximum	2.0240114 × 10¹¹
Range	93061135
Interquartile range (IQR)	49200

Descriptive statistics

Standard deviation	33757544
Coefficient of variation (CV)	0.00016679778
Kurtosis	1.228704
Mean	2.0238605 × 10¹¹
Median Absolute Deviation (MAD)	20200
Skewness	-1.7962471
Sum	6.2517052 × 10¹⁴
Variance	1.1395718 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202311090355	98	3.2%
202312071235	94	3.0%
202310290350	86	2.8%
202310110850	85	2.8%
202310090845	85	2.8%
202308081020	65	2.1%
202401121625	48	1.6%
202401131455	44	1.4%
202401132155	44	1.4%
202401131855	44	1.4%
Other values (202)	2396	77.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
202308081020	65	2.1%
202310090845	85	2.8%
202310110850	85	2.8%
202310290350	86	2.8%
202311090355	98	3.2%
202312071235	94	3.0%
202401080850	2	0.1%
202401080855	21	0.7%
202401080945	1	< 0.1%
202401080950	2	0.1%

Value	Count	Frequency (%)
202401142155	18	0.6%
202401142150	4	0.1%
202401142055	21	0.7%
202401142045	1	< 0.1%
202401141955	20	0.6%
202401141950	2	0.1%
202401141855	22	0.7%
202401141755	19	0.6%
202401141750	3	0.1%
202401141655	22	0.7%

온도(℃)
Real number (ℝ)

HIGH CORRELATION

Distinct	146
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1215.7825

Minimum	1123
Maximum	1274
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.3 KiB

Quantile statistics

Minimum	1123
5-th percentile	1137
Q1	1195
median	1229
Q3	1241
95-th percentile	1255
Maximum	1274
Range	151
Interquartile range (IQR)	46

Descriptive statistics

Standard deviation	36.340395
Coefficient of variation (CV)	0.029890541
Kurtosis	-0.04681421
Mean	1215.7825
Median Absolute Deviation (MAD)	17
Skewness	-1.0170477
Sum	3755552
Variance	1320.6243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1228	121	3.9%
1232	115	3.7%
1252	113	3.7%
1211	111	3.6%
1244	107	3.5%
1241	95	3.1%
1265	86	2.8%
1231	84	2.7%
1236	75	2.4%
1229	74	2.4%
Other values (136)	2108	68.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1123	2	0.1%
1124	1	< 0.1%
1125	4	0.1%
1126	3	0.1%
1127	9	0.3%
1128	8	0.3%
1129	11	0.4%
1130	12	0.4%
1131	15	0.5%
1132	11	0.4%

Value	Count	Frequency (%)
1274	1	< 0.1%
1272	1	< 0.1%
1269	2	0.1%
1266	1	< 0.1%
1265	86	2.8%
1263	5	0.2%
1262	4	0.1%
1261	3	0.1%
1260	4	0.1%
1259	8	0.3%

습도(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	34
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.477825

Minimum	14
Maximum	59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.3 KiB

Quantile statistics

Minimum	14
5-th percentile	20
Q1	23
median	26
Q3	33
95-th percentile	41.6
Maximum	59
Range	45
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.8471211
Coefficient of variation (CV)	0.27555199
Kurtosis	2.9860645
Mean	28.477825
Median Absolute Deviation (MAD)	5
Skewness	1.4102761
Sum	87968
Variance	61.577309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
23	297	9.6%
24	290	9.4%
22	256	8.3%
32	191	6.2%
25	179	5.8%
36	168	5.4%
21	166	5.4%
28	166	5.4%
33	143	4.6%
20	123	4.0%
Other values (24)	1110	35.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	0.1%
15	2	0.1%
16	15	0.5%
17	19	0.6%
18	52	1.7%
19	60	1.9%
20	123	4.0%
21	166	5.4%
22	256	8.3%
23	297	9.6%

Value	Count	Frequency (%)
59	65	2.1%
54	1	< 0.1%
45	85	2.8%
44	1	< 0.1%
43	1	< 0.1%
42	2	0.1%
41	3	0.1%
40	4	0.1%
39	30	1.0%
38	114	3.7%

미세먼지(㎍/㎥)
Real number (ℝ)

HIGH CORRELATION

Distinct	53
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.372289

Minimum	5
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.3 KiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	8
median	13
Q3	17
95-th percentile	59
Maximum	100
Range	95
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	15.131097
Coefficient of variation (CV)	0.8709904
Kurtosis	5.448829
Mean	17.372289
Median Absolute Deviation (MAD)	4
Skewness	2.2876559
Sum	53663
Variance	228.95009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	621	20.1%
11	595	19.3%
5	410	13.3%
6	247	8.0%
15	190	6.2%
8	178	5.8%
13	119	3.9%
59	101	3.3%
10	72	2.3%
18	49	1.6%
Other values (43)	507	16.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	410	13.3%
6	247	8.0%
8	178	5.8%
10	72	2.3%
11	595	19.3%
13	119	3.9%
15	190	6.2%
17	621	20.1%
18	49	1.6%
20	34	1.1%

Value	Count	Frequency (%)
100	2	0.1%
99	2	0.1%
96	3	0.1%
89	1	< 0.1%
84	4	0.1%
83	7	0.2%
81	1	< 0.1%
80	4	0.1%
79	3	0.1%
78	1	< 0.1%

소음(㏈)
Real number (ℝ)

HIGH CORRELATION

Distinct	47
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.250567

Minimum	32
Maximum	79
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.3 KiB

Quantile statistics

Minimum	32
5-th percentile	32
Q1	39
median	44
Q3	52
95-th percentile	65
Maximum	79
Range	47
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.4879946
Coefficient of variation (CV)	0.20514332
Kurtosis	-0.28896953
Mean	46.250567
Median Absolute Deviation (MAD)	7
Skewness	0.56365297
Sum	142868
Variance	90.022041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
39	239	7.7%
41	227	7.3%
42	170	5.5%
32	161	5.2%
51	153	5.0%
40	145	4.7%
52	120	3.9%
54	116	3.8%
60	109	3.5%
50	103	3.3%
Other values (37)	1546	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	161	5.2%
33	86	2.8%
34	29	0.9%
35	86	2.8%
36	90	2.9%
37	86	2.8%
38	95	3.1%
39	239	7.7%
40	145	4.7%
41	227	7.3%

Value	Count	Frequency (%)
79	2	0.1%
77	1	< 0.1%
76	8	0.3%
75	4	0.1%
74	5	0.2%
73	2	0.1%
72	5	0.2%
71	5	0.2%
70	11	0.4%
69	8	0.3%

이산화탄소(ppm)
Real number (ℝ)

HIGH CORRELATION

Distinct	874
Distinct (%)	28.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	396.87893

Minimum	-9999
Maximum	1751
Zeros	0
Zeros (%)	0.0%
Negative	111
Negative (%)	3.6%
Memory size	27.3 KiB

Quantile statistics

Minimum	-9999
5-th percentile	350.2
Q1	580
median	748
Q3	925
95-th percentile	1255.6
Maximum	1751
Range	11750
Interquartile range (IQR)	345

Descriptive statistics

Standard deviation	2023.2386
Coefficient of variation (CV)	5.0978737
Kurtosis	22.107535
Mean	396.87893
Median Absolute Deviation (MAD)	168
Skewness	-4.862649
Sum	1225959
Variance	4093494.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
619	115	3.7%
-9999	111	3.6%
883	96	3.1%
820	88	2.8%
580	86	2.8%
429	86	2.8%
417	66	2.1%
430	42	1.4%
741	35	1.1%
710	27	0.9%
Other values (864)	2337	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9999	111	3.6%
103	1	< 0.1%
232	1	< 0.1%
234	2	0.1%
239	2	0.1%
250	1	< 0.1%
252	1	< 0.1%
270	1	< 0.1%
274	1	< 0.1%
276	1	< 0.1%

Value	Count	Frequency (%)
1751	2	0.1%
1578	1	< 0.1%
1577	2	0.1%
1575	1	< 0.1%
1574	1	< 0.1%
1569	1	< 0.1%
1557	1	< 0.1%
1556	2	0.1%
1544	3	0.1%
1521	1	< 0.1%

휘발성유기화합물(ppb)
Real number (ℝ)

Distinct	367
Distinct (%)	11.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	239.69764

Minimum	125
Maximum	1293
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.3 KiB

Quantile statistics

Minimum	125
5-th percentile	125
Q1	158
median	216
Q3	305
95-th percentile	424
Maximum	1293
Range	1168
Interquartile range (IQR)	147

Descriptive statistics

Standard deviation	109.82822
Coefficient of variation (CV)	0.45819486
Kurtosis	9.9832893
Mean	239.69764
Median Absolute Deviation (MAD)	65
Skewness	2.185808
Sum	740426
Variance	12062.239
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
125	220	7.1%
216	106	3.4%
337	102	3.3%
183	101	3.3%
240	88	2.8%
348	88	2.8%
140	73	2.4%
360	43	1.4%
126	40	1.3%
158	31	1.0%
Other values (357)	2197	71.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
125	220	7.1%
126	40	1.3%
127	26	0.8%
128	16	0.5%
129	11	0.4%
130	12	0.4%
131	10	0.3%
132	9	0.3%
133	11	0.4%
134	16	0.5%

Value	Count	Frequency (%)
1293	1	< 0.1%
1188	2	0.1%
997	1	< 0.1%
883	1	< 0.1%
847	1	< 0.1%
830	2	0.1%
770	1	< 0.1%
753	2	0.1%
749	1	< 0.1%
744	1	< 0.1%

초미세먼지(㎍/㎥)
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.386533

Minimum	3
Maximum	74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.3 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	5
median	9
Q3	12
95-th percentile	43
Maximum	74
Range	71
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	11.202165
Coefficient of variation (CV)	0.9043826
Kurtosis	5.4774623
Mean	12.386533
Median Absolute Deviation (MAD)	3
Skewness	2.2802822
Sum	38262
Variance	125.4885
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
12	621	20.1%
8	595	19.3%
3	410	13.3%
4	247	8.0%
11	190	6.2%
5	178	5.8%
9	119	3.9%
43	101	3.3%
7	72	2.3%
13	49	1.6%
Other values (39)	507	16.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	410	13.3%
4	247	8.0%
5	178	5.8%
7	72	2.3%
8	595	19.3%
9	119	3.9%
11	190	6.2%
12	621	20.1%
13	49	1.6%
14	34	1.1%

Value	Count	Frequency (%)
74	2	0.1%
73	2	0.1%
71	3	0.1%
65	1	< 0.1%
62	4	0.1%
61	7	0.2%
59	5	0.2%
58	3	0.1%
57	1	< 0.1%
56	2	0.1%

학습능률지수(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	55
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.410813

Minimum	43
Maximum	166
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.3 KiB

Quantile statistics

Minimum	43
5-th percentile	52
Q1	59
median	64
Q3	69
95-th percentile	79
Maximum	166
Range	123
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	16.614356
Coefficient of variation (CV)	0.25017546
Kurtosis	15.276733
Mean	66.410813
Median Absolute Deviation (MAD)	5
Skewness	3.7257203
Sum	205143
Variance	276.03681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	229	7.4%
64	200	6.5%
70	193	6.2%
67	176	5.7%
63	161	5.2%
66	146	4.7%
65	146	4.7%
61	135	4.4%
72	129	4.2%
60	125	4.0%
Other values (45)	1449	46.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43	1	< 0.1%
44	6	0.2%
46	7	0.2%
47	8	0.3%
48	11	0.4%
49	17	0.6%
50	25	0.8%
51	52	1.7%
52	33	1.1%
53	49	1.6%

Value	Count	Frequency (%)
166	1	< 0.1%
150	3	0.1%
149	2	0.1%
148	5	0.2%
147	14	0.5%
146	25	0.8%
145	23	0.7%
144	21	0.7%
143	3	0.1%
142	1	< 0.1%

등록일자
Date

Distinct	451
Distinct (%)	14.6%
Missing	0
Missing (%)	0.0%
Memory size	24.3 KiB

Minimum	2024-01-08 08:59:33
Maximum	2024-01-14 21:59:21

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	0.938	0.929	0.731	0.879	0.705	0.599	0.731	0.839
데이터관측일시	1.000	1.000	0.566	0.733	0.418	0.555	0.000	0.158	0.418	0.201
온도(℃)	0.938	0.566	1.000	0.647	0.513	0.668	0.426	0.254	0.513	0.549
습도(%)	0.929	0.733	0.647	1.000	0.409	0.590	0.451	0.793	0.409	0.387
미세먼지(㎍/㎥)	0.731	0.418	0.513	0.409	1.000	0.615	0.143	0.331	1.000	0.303
소음(㏈)	0.879	0.555	0.668	0.590	0.615	1.000	0.475	0.238	0.615	0.273
이산화탄소(ppm)	0.705	0.000	0.426	0.451	0.143	0.475	1.000	0.206	0.143	0.236
휘발성유기화합물(ppb)	0.599	0.158	0.254	0.793	0.331	0.238	0.206	1.000	0.331	0.146
초미세먼지(㎍/㎥)	0.731	0.418	0.513	0.409	1.000	0.615	0.143	0.331	1.000	0.303
학습능률지수(%)	0.839	0.201	0.549	0.387	0.303	0.273	0.236	0.146	0.303	1.000

Heatmap
Table

	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	시리얼
데이터관측일시	1.000	-0.155	-0.306	-0.034	-0.132	0.322	-0.144	-0.034	-0.200	0.996
온도(℃)	-0.155	1.000	-0.330	-0.160	0.202	0.300	0.243	-0.160	0.050	0.696
습도(%)	-0.306	-0.330	1.000	0.047	-0.071	-0.308	-0.037	0.047	0.128	0.698
미세먼지(㎍/㎥)	-0.034	-0.160	0.047	1.000	0.178	-0.077	-0.004	1.000	-0.024	0.359
소음(㏈)	-0.132	0.202	-0.071	0.178	1.000	-0.017	0.072	0.178	-0.136	0.554
이산화탄소(ppm)	0.322	0.300	-0.308	-0.077	-0.017	1.000	0.348	-0.077	-0.479	0.824
휘발성유기화합물(ppb)	-0.144	0.243	-0.037	-0.004	0.072	0.348	1.000	-0.004	-0.100	0.272
초미세먼지(㎍/㎥)	-0.034	-0.160	0.047	1.000	0.178	-0.077	-0.004	1.000	-0.024	0.359
학습능률지수(%)	-0.200	0.050	0.128	-0.024	-0.136	-0.479	-0.100	-0.024	1.000	0.541
시리얼	0.996	0.696	0.698	0.359	0.554	0.824	0.272	0.359	0.541	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	202401080855	1185	21	6	51	456	195	4	65	2024-01-08 08:59:33
1	마포구	AirGuard-K	V01G1613604	202401080855	1182	33	17	36	483	130	12	71	2024-01-08 08:59:34
2	마포구	AirGuard-K	V01G1613603	202401080855	1125	25	45	49	525	265	33	47	2024-01-08 08:59:34
3	마포구	AirGuard-K	V01G1613602	202401080855	1128	28	49	41	-9999	181	36	134	2024-01-08 08:59:34
4	마포구	AirGuard-K	V01G1613542	202401080850	1216	16	5	54	330	206	3	60	2024-01-08 08:59:34
5	마포구	AirGuard-K	V01G1613601	202401080855	1123	28	40	41	619	173	29	46	2024-01-08 08:59:34
6	마포구	AirGuard-K	V01G1613605	202401080855	1186	33	17	36	569	125	12	70	2024-01-08 08:59:34
7	마포구	AirGuard-K	V01G1613600	202401080855	1144	32	25	39	521	132	18	59	2024-01-08 08:59:34
8	마포구	AirGuard-K	V01G1613606	202401080855	1157	37	5	41	239	126	3	58	2024-01-08 08:59:35
9	마포구	AirGuard-K	V01G1613615	202401080855	1225	21	5	43	510	203	3	76	2024-01-08 08:59:35

	기관 명	모델명	시리얼	데이터관측일시	온도(℃)	습도(%)	미세먼지(㎍/㎥)	소음(㏈)	이산화탄소(ppm)	휘발성유기화합물(ppb)	초미세먼지(㎍/㎥)	학습능률지수(%)	등록일자
3079	마포구	AirGuard-K	V01G1613617	202401142150	1228	25	17	35	803	195	12	70	2024-01-14 21:59:20
3080	마포구	AirGuard-K	V01G1613615	202401142155	1230	26	6	32	793	204	4	71	2024-01-14 21:59:20
3081	마포구	AirGuard-K	V01G1613614	202310290350	1252	36	6	32	820	348	4	67	2024-01-14 21:59:20
3082	마포구	AirGuard-K	V01G1613634	202401142155	1251	23	5	32	618	125	3	67	2024-01-14 21:59:21
3083	마포구	AirGuard-K	V01G1613632	202401142155	1249	22	17	58	741	191	12	62	2024-01-14 21:59:21
3084	마포구	AirGuard-K	V01G1613630	202311090355	1211	32	15	39	619	337	11	72	2024-01-14 21:59:21
3085	마포구	AirGuard-K	V01G1613629	202401142150	1237	25	6	48	690	146	4	69	2024-01-14 21:59:21
3086	마포구	AirGuard-K	V01G1613628	202310090845	1232	45	11	60	580	240	8	79	2024-01-14 21:59:21
3087	마포구	AirGuard-K	V01G1613622	202401142150	1253	22	17	33	1131	174	12	60	2024-01-14 21:59:21
3088	마포구	AirGuard-K	V01G1613637	202312071235	1228	28	59	65	883	216	43	62	2024-01-14 21:59:21

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	202401130855	1183	24	17	59	449	125	12	63	2024-01-13 08:59:22	2
1	마포구	AirGuard-K	V01G1613539	202401130955	1197	23	5	49	544	145	3	61	2024-01-13 09:59:21	2
2	마포구	AirGuard-K	V01G1613539	202401131055	1205	23	11	51	642	209	8	67	2024-01-13 10:59:22	2
3	마포구	AirGuard-K	V01G1613539	202401131155	1208	24	11	52	761	226	8	64	2024-01-13 11:59:21	2
4	마포구	AirGuard-K	V01G1613539	202401131255	1211	24	13	52	880	241	9	61	2024-01-13 12:59:22	2
5	마포구	AirGuard-K	V01G1613539	202401131355	1202	29	15	53	843	223	11	61	2024-01-13 13:59:21	2
6	마포구	AirGuard-K	V01G1613539	202401131455	1218	24	52	51	1150	311	38	54	2024-01-13 14:59:21	2
7	마포구	AirGuard-K	V01G1613539	202401131555	1219	25	11	52	1288	372	8	53	2024-01-13 15:59:21	2
8	마포구	AirGuard-K	V01G1613539	202401131655	1218	24	17	51	1261	385	12	54	2024-01-13 16:59:20	2
9	마포구	AirGuard-K	V01G1613539	202401131755	1217	24	11	51	1189	369	8	56	2024-01-13 17:59:21	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