Difference between revisions of "Jarvis Video"
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|style="vertical-align:top;width:30%;" | <div style="background: #ffffff; padding: 5px; font-weight: bold; text-align:center; line-height: wrap_content; text-align: center;font-size:30px; font-family:Century Gothic"> <font color= #b1260e>Multiple Linear Regression Model</font></div><br/> | |style="vertical-align:top;width:30%;" | <div style="background: #ffffff; padding: 5px; font-weight: bold; text-align:center; line-height: wrap_content; text-align: center;font-size:30px; font-family:Century Gothic"> <font color= #b1260e>Multiple Linear Regression Model</font></div><br/> | ||
− | <p>What makes a good Facebook post? This section outlines the explanatory model on the | + | <p>What makes a good Facebook post? This section outlines the explanatory model on the video dataset from Facebook Insights supplemented with our crawled variables to form a holistic complete video dataset.</p> |
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− | |+ ''' | + | |+ '''Video Dataset Metadata for Analysis''' |
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! scope="col" | Description | ! scope="col" | Description | ||
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| Post Message Sentiment || Crawled Variable: Sentiment Score calculated using PyCharm python script, AFINN Sentiment words and emoji package | | Post Message Sentiment || Crawled Variable: Sentiment Score calculated using PyCharm python script, AFINN Sentiment words and emoji package | ||
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− | | | + | | Video Duration in Seconds || Derived Variable: The duration in seconds of the video |
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− | | Number of | + | | Number of actors || Derived Variable: Total Number of actors inside a video |
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− | | | + | | Video Category || Crawled Variable: The categories of the video, 7 levels |
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− | | | + | | Day of Week || Derived Variable: The time of the day from the adjusted posted column of the video, categorical 7 levels |
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− | | | + | | Time Interval (Hour) || Derived Variable: The time intervals of the articles derived from recursive splitting of the hour from the time of day column, to coincide with morning, afternoon, evening and night, categorical 4 levels |
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− | | Words | + | | Video thumbnail includes Words || Derived Categorical Dummy Variable: 1 being video thumbnail includes words and 0 being video thumbnail does not include words |
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− | | | + | | Video thumbnail includes Actor faces|| Derived Categorical Dummy Variable: 1 being video thumbnail includes actor faces and 0 being video thumbnail does not include actor faces |
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− | | | + | | Video thumbnail includes subject matter || Derived Categorical Dummy Variable: 1 being video thumbnail includes subject matter and 0 being video thumbnail does not include subject matter |
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− | | | + | | Actors' names || Derived Variable From JMP Make Indicator Columns from Actor multiresponse column. Actors that are from sponsored companies are marked as external. Actors that act in fewer than 4 videos are marked as others. There are 101 different actors |
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Revision as of 22:11, 23 April 2017
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Multiple Linear Regression Model What makes a good Facebook post? This section outlines the explanatory model on the video dataset from Facebook Insights supplemented with our crawled variables to form a holistic complete video dataset.
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