You are given sensor data of an office such as light, temperature, humidity, and CO2 measurements.

INSTRUCTIONS TO CANDIDATES

ANSWER ALL QUESTIONS

Project Title: Occupancy Classification Data

Background:

You are given sensor data of an office such as light, temperature, humidity, and CO2 measurements.  There is also an attribute to indicate whether the room is occupied. In this way, we could analyze the data for patterns and apply a linear regression model to predict whether the room is occupied.

Objectives:

The objectives of this project are:

1. To pre-process the data to ensure data is clean and ready for next stage of analysis.
2. To perform data transformation so as to gain insights into the data.
3. To perform data visualization so as to discover patterns, trends and etc.
4. To fit the data into a Linear regression model for classification.

Data Set Information:

Each record in the data set consists of 8 attributes: 

Attribute	Attribute description
index	record index
date	record date time year-month-day hour:minute:second
Temperature	In Celsius
Humidity	In %
Light	In Lux
CO2	In ppm
Humidity Ratio	Derived quantity from temperature and relative humidity, in kg water-vapor/kg-air
Occupancy	, 0 or 1, 0 for not occupied, 1 for occupied status

Detail: https://github.com/LuisM78/Occupancy-detection-data

Related Questions

. The fundamental operations of create, read, update, and delete (CRUD) in either Python or Java

CS 340 Milestone One Guidelines and Rubric  Overview: For this assignment, you will implement the fundamental operations of create, read, update,

. Develop a program to emulate a purchase transaction at a retail store. This  program will have two classes, a LineItem class and a Transaction class

Retail Transaction Programming Project  Project Requirements:  Develop a program to emulate a purchase transaction at a retail store. This

. The following program contains five errors. Identify the errors and fix them

7COM1028   Secure Systems Programming   Referral Coursework: Secure

. Accepts the following from a user: Item Name Item Quantity Item Price Allows the user to create a file to store the sales receipt contents

Create a GUI program that:Accepts the following from a user:Item NameItem QuantityItem PriceAllows the user to create a file to store the sales receip

. The final project will encompass developing a web service using a software stack and implementing an industry-standard interface. Regardless of whether you choose to pursue application development goals as a pure developer or as a software engineer

CS 340 Final Project Guidelines and Rubric  Overview The final project will encompass developing a web service using a software stack and impleme