Crowdfunding and AirBNB Analysis Report

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Table of Contents
Part 1 - Crowdfunding..................................................................................................................................................... 1
1.1 Data Explore....................................................................................................................................................... 1
1.2 Determination of Most Important Attributes of the Project.................................................................................7
1.3 Justification of Most Important Attributes of the Project...................................................................................13
Part 2 - AirBNB.............................................................................................................................................................. 15
2.1 Questions.......................................................................................................................................................... 15
2.2 Data Analysis Method....................................................................................................................................... 18
References....................................................................................................................................................................... 23
Appendix........................................................................................................................................................................ 24
References...................................................................................................................................................................... 24

Part 1 - Crowdfunding
This report revolves around crowdfunding, for which kickstarter.com website is
considered. This project concentrates on analyzing the considered website by usingBigML and
SPSS tools. The objective of crowdfunding is to collect funds to work on creative projects,
where an individual name Penny Robinson events this fund raising. Her talents include writing,
singing and painting. The background of crowdfunding includes that Penny lacks investments to
show her creative talents, so the idea of funding is used to support funds for her talents. She has
taken initiative of gathering necessary data related to crowdfunding websites that will help to
collect the cash required. Mostly, the website investigated permits talents such as stage events,
games and so on for gathering a large number of crowds to collect the funds for the selected
projects.
This report will present the details of this project, to get the necessary funds through
crowdfunding website. This project will comprises of tasks such as studying and analyzing the
gathered data; finding extra information which will help the project; Finding out project’s highly
significant attributes; Evaluating the success of the project; Concentrating on the significant
attributes; and utilizing tools like SPSS and BigML.
Therefore, the above tasks will help in discussing and evaluating best solution for Penny
to have a successful project.
1.1 Data Explore
The following figure shows the provided attributes; based on this data the kick-starter
data will be studied.
The tools like SPSS and BigML are used to analyze the data.
1

In SPSS
Open SPSS tool.
Go to FileImportExcel.
Upload the Kick-Starter data present in an excel file.
This complete Kick Starter’s data exploration.
In BigML
Open BigML, which helps to explore the Kick Started data.
Navigate to BigML online.
2

Upload the given data as illustrated in the below figure.
The following figure indicates the success of adding the source.
Once the data source is added configure the data set has to the BigML tool.
Choose Configure data setfor data exploration.
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Then, create a dataset with a data set name.
The following figure illustrates the data set creation process.
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