Data Visualization and Business Intelligence

University
Semester
Data visualization and business
intelligence
Student ID
Student Name
Submission Date
1

Table of Contents
Part 1 - Crowd funding..........................................................................................................................3
1. Data Explore..............................................................................................................................3
2. Determination of Most Important Attributes of the Project.......................................................8
3. Justification of Most Important Attributes of the Project.........................................................14
Part 2 - AirBNB...................................................................................................................................15
1. Questions.................................................................................................................................15
2. Data.........................................................................................................................................16
3. Data Analysis Method.............................................................................................................18
References...........................................................................................................................................22
Appendix.............................................................................................................................................23
2

Part 1 - Crowd funding
This task refers to using BigML and SPSS to analyze the Kick starter data. A website
named kickstarter.com allows the users to create a project to obtain crowdfunding for creative
pursuits like video games, stage shows, files and so on. Penny Robinson is a very talented
young woman. She can paint, write, sing and more. In fact, she can do anything creative. But,
the only problem she has is, she does not have any money. So, she wants to obtain money via
crowdfunding to fund a creative project and she knows the spreadsheet full of data. She wants
to know if you can give her any advice about creating a crowd-funded project based on the
data in the file. Therefore, in this project, we are exploring the provided data analysis and
determine any information that will be useful to Penny, who attempt to determine the most
important attributes of the projects depending on whether a project succeeds. At last, present
the most important attributes and justify by using SPSS and BigML.
1. Data Explore
Here, we will explore the kick-starter data which has the following attributes and it is
illustrated below.
To explore the kick-starter, two business intelligence tool such as SPSS and BigML are
used and it is illustrated in the below section.
In SPSS business intelligence tool,
First, we will open SPSS tool and click on the file>Import>Excel to upload the kick-
starter data, which is illustrated below.
3

The data exploration of Kick starter is successfully completed, which is demonstrated
below.
In BigML tool,
To explore the kick starter data on big ML, follow the below steps.
Go to BigML online.
Click on source to upload the provided data, which is illustrated below.
4

The source is successfully added as follows.
Once, the source is successfully added to BigML tool, we will configure the data set
to click the Configure data set for choosing a source file which is illustrated in the following
figure.
5

Then, enter the data set name and click on Create dataset. It is illustrated below.
6