gimi9 Pandas Profiling

Dataset statistics

Number of variables	7
Number of observations	371
Missing cells	7
Missing cells (%)	0.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	20.4 KiB
Average record size in memory	56.4 B

Variable types

Unsupported	7

Dataset

Description	2022년도 대전하수처리장 방류수질을 일일단위로 측정한 결과로 BOD, TOC, SS, T-N, T-P, 총대장균군에 대한 결과이다.
Author	대전광역시
URL	https://www.data.go.kr/data/15112165/fileData.do

Alerts

`2022년 방류수질 가중농도 일 평균` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 1` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 2` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 3` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 4` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 5` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 6` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

REJECTED UNSUPPORTED

Unnamed: 1
Unsupported

REJECTED UNSUPPORTED

Unnamed: 2
Unsupported

REJECTED UNSUPPORTED

Unnamed: 3
Unsupported

REJECTED UNSUPPORTED

Unnamed: 4
Unsupported

REJECTED UNSUPPORTED

Unnamed: 5
Unsupported

REJECTED UNSUPPORTED

Unnamed: 6
Unsupported

REJECTED UNSUPPORTED

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.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	2022년 방류수질 가중농도 일 평균	Unnamed: 1	Unnamed: 2	Unnamed: 3	Unnamed: 4	Unnamed: 5	Unnamed: 6
0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	일별	BOD	TOC	SS	T-N	T-P	총대장균군
2	2022-01-01 00:00:00	0.2	6.2	1.7	10.88	0.116	137
3	2022-01-02 00:00:00	1	6	1.7	8.886	0.123	167
4	2022-01-03 00:00:00	1.1	6	1.7	10.923	0.123	33
5	2022-01-04 00:00:00	1.3	5.3	1.7	10.822	0.124	35
6	2022-01-05 00:00:00	0.8	6.4	1.4	10.905	0.121	32
7	2022-01-06 00:00:00	1.1	5.9	1.7	10.393	0.127	33
8	2022-01-07 00:00:00	0.4	6.4	1.7	10.716	0.122	31
9	2022-01-08 00:00:00	1.1	6.1	1.8	10.065	0.126	33

	2022년 방류수질 가중농도 일 평균	Unnamed: 1	Unnamed: 2	Unnamed: 3	Unnamed: 4	Unnamed: 5	Unnamed: 6
361	2022-12-26 00:00:00	1.1	5.9	1.8	9.575	0.111	46
362	2022-12-27 00:00:00	1	6.1	1.5	9.186	0.11	72
363	2022-12-28 00:00:00	0.8	5.8	1.9	9.995	0.115	93
364	2022-12-29 00:00:00	1.5	5.8	1.9	9.275	0.111	77
365	2022-12-30 00:00:00	0.9	5.8	1.7	10.432	0.101	94
366	2022-12-31 00:00:00	1.1	6.3	1.9	9.317	0.115	90
367	평균	1.2	5.7	1.9	8.344	0.145	78
368	365일 평균	1.168767	5.705205	1.929041	8.343526	0.144584	78.189041
369	최대	3	8.4	3.6	11.17	0.249	287
370	최소	0.2	2.8	1	4.558	0.085	3

Overview