Difference between revisions of "AY1617 T5 Team AP Overview"
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==<font face ="Impact" color= #00ADEF size="5" >Project Overview</font>== | ==<font face ="Impact" color= #00ADEF size="5" >Project Overview</font>== | ||
| + | SGAG has since continued to grow strong, has over 500,000 likes on their Facebook page and has also expanded to creating videos on Facebook as well as YouTube. As social media and the internet become increasingly widespread in Singapore, users are seen to be trending towards video related content from text based and pictured contents. With its listicles being very successful, SGAG wishes to place more focus on their videos, where competition is of abundance. Therefore, by studying historical data, SGAG would like to find out which kinds of videos are more popular and garners more views, in hopes of knowing the consumer’s preferences to in turn increase viewership. | ||
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| + | ==<font face ="Impact" color= #00ADEF size="5" >Business Problems and Motivations</font>== | ||
As social media and the internet become increasingly widespread in Singapore, users are seen to be trending towards video related content from text based and pictured contents. For SGAG’s videos to remain popular amidst current competitive forces, they seek to place their focus on understanding their audience in order to bring curated contents which are relevant to their target audience. These objectives raised specific business questions like: | As social media and the internet become increasingly widespread in Singapore, users are seen to be trending towards video related content from text based and pictured contents. For SGAG’s videos to remain popular amidst current competitive forces, they seek to place their focus on understanding their audience in order to bring curated contents which are relevant to their target audience. These objectives raised specific business questions like: | ||
<ul style="list-style-type:disc"> | <ul style="list-style-type:disc"> | ||
| − | <li>Which type of videos does my audience like most? (Based on Content type, Video Quality) </li> | + | <li>Which type of videos does my audience like most? (Based on Content type, Video Quality,Character preferences)? </li> |
<li>What have we done well/wrong (Evaluate) and what improvements should we make(improve)?</li> | <li>What have we done well/wrong (Evaluate) and what improvements should we make(improve)?</li> | ||
| − | <li>Which are the popular and trending videos on the internet space to emulate(Future plans)</li> | + | <li>Which are the popular and trending videos on the internet space to emulate(Future plans)?</li> |
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==<font face ="Impact" color= #00ADEF size="5" >Project Objectives</font>== | ==<font face ="Impact" color= #00ADEF size="5" >Project Objectives</font>== | ||
| − | + | Through this project, our sponsor wish to improve their content strategy with an emphasis on the company’s video content channels (Facebook and YouTube). Based on the audience interaction data provided through these media channels, the client seeks to understand their target audience’s preferences in their video content( e.g the virtual characters used in the videos, the different type of videos being posted.) | |
| − | + | The project seek to provide insights to answer questions aforementioned and allow our sponsor’s media unit to accurately curate content which are tailored towards their viewers’ preferences. | |
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==<font face ="Impact" color= #00ADEF size="5" >Project Scope</font>== | ==<font face ="Impact" color= #00ADEF size="5" >Project Scope</font>== | ||
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With the objectives mentioned above, our team aims to seek solution for our client’s business problems through adopting the analytical methodology with the following steps which will be mentioned in details below: | With the objectives mentioned above, our team aims to seek solution for our client’s business problems through adopting the analytical methodology with the following steps which will be mentioned in details below: | ||
<ul style="list-style-type:disc"> | <ul style="list-style-type:disc"> | ||
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Revision as of 19:54, 31 December 2016
Contents
Project Overview
SGAG has since continued to grow strong, has over 500,000 likes on their Facebook page and has also expanded to creating videos on Facebook as well as YouTube. As social media and the internet become increasingly widespread in Singapore, users are seen to be trending towards video related content from text based and pictured contents. With its listicles being very successful, SGAG wishes to place more focus on their videos, where competition is of abundance. Therefore, by studying historical data, SGAG would like to find out which kinds of videos are more popular and garners more views, in hopes of knowing the consumer’s preferences to in turn increase viewership.
Business Problems and Motivations
As social media and the internet become increasingly widespread in Singapore, users are seen to be trending towards video related content from text based and pictured contents. For SGAG’s videos to remain popular amidst current competitive forces, they seek to place their focus on understanding their audience in order to bring curated contents which are relevant to their target audience. These objectives raised specific business questions like:
- Which type of videos does my audience like most? (Based on Content type, Video Quality,Character preferences)?
- What have we done well/wrong (Evaluate) and what improvements should we make(improve)?
- Which are the popular and trending videos on the internet space to emulate(Future plans)?
Project Objectives
Through this project, our sponsor wish to improve their content strategy with an emphasis on the company’s video content channels (Facebook and YouTube). Based on the audience interaction data provided through these media channels, the client seeks to understand their target audience’s preferences in their video content( e.g the virtual characters used in the videos, the different type of videos being posted.)
The project seek to provide insights to answer questions aforementioned and allow our sponsor’s media unit to accurately curate content which are tailored towards their viewers’ preferences.
Project Scope
With the objectives mentioned above, our team aims to seek solution for our client’s business problems through adopting the analytical methodology with the following steps which will be mentioned in details below:
- Data preparation
- Initial exploratory data analysis
- Data cleaning
- Data integration
- Interactive exploratory data analysis
- Analysis and modeling
- Model Validation
