sayakgis / Air_Quality

Prediction of Relative Humidity

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Air_Quality

Prediction of Relative Humidity Project Air Quality

Domain Name: Environment Air quality

Abstract:

Contains the responses of a gas multisensor device deployed on the field in an Italian city. Hourly responses averages are recorded along with gas concentrations references from a certified analyzer.

Dataset: Air quality of an Italian city

(https://archive.ics.uci.edu/ml/datasets/Air+quality)

The dataset contains 9358 instances of hourly averaged responses from an array of 5 metal oxide chemical sensors embedded in an Air Quality Chemical Multisensor Device. The device was located on the field in a significantly polluted area, at road level, within an Italian city. Data were recorded from March 2004 to February 2005 (one year) representing the longest freely available recordings of on field deployed air quality chemical sensor devices responses. Ground Truth hourly averaged concentrations for CO, Non Metanic Hydrocarbons, Benzene, Total Nitrogen Oxides (NOx) and Nitrogen Dioxide (NO2) and were provided by a co-located reference certified analyzer.

About

Prediction of Relative Humidity


Languages

Language:Jupyter Notebook 100.0%