Group04 Project Findings

GROUP4

HOMEPAGE

PROJECT OVERVIEW

PROJECT FINDINGS

PROJECT MANAGEMENT

DOCUMENTATION

ANALY482 MAIN

PROPOSAL		INTERIM		FINAL

Data

Data Scraping

To fulfil the objectives mentioned, we scraped data from platforms whereby SGAG have a strong presence on, namely Facebook and YouTube.

Facebook Posts

We used Facebook's Graph API to scrape 3,806 SGAG Facebook posts. A sample of the content can be seen below:

status_id	status_message	status_type	status_link	status_published	num_reactions	num_reactions	num_comments	num_shares	num_likes	num_loves	num_wows	num_hahas	num_sads	num_angrys
378167172198277_1975245405823771	We all know someone who takes a lot of sick leaves _Ù÷â	photo	https://www.facebook.com/sgag.sg/photos/a.378177495530578.106131.378167172198277/1975244575823854/?type=3	29/11/17 6:00	279	16	73	197	0	1	80	1	0

In addition, we would be creating a new feature, the number of positive reactions. This is defined as the sum of total number of ‘likes’, number of ‘loves’, number of ‘wows’ and number of ‘hahas’.

Facebook Comments

Next, we scraped 21,940 SGAG Facebook comments and a sample of the content can be seen below:

Header text	Header text	Header text	Header text	Header text	Header text	Header text
Example	Example	Example	Example	Example	Example	Example

YouTube

1. Facebook Posts
   • Bullet point 1
   • Bullet point 2
2. Facebook Comments
   • Bullet point 1

Inserting headers

1. Header 2: ===header 2===
2. Header 3: ====header 3====
3. Header 4: =====header 4=====

Inserting images and captions

1. Image, center alignment: [[Image:SGAG Logo 2.png|140px|center]]
2. Image, left alignment: [[Image:SGAG Logo 2.png|140px]]
3. Image, left alignment, text wrap: [[Image:SGAG Logo 2.png|140px|left]]
4. Image caption: Insert <center>Figure X: Image title</center> below image

Inserting footnotes

1. Line one
2. Line two

Text styles

1. Bold: <b>text</b>
2. Italic: <i>text</i>
3. Underline: <u>text</u>

Data Cleaning

In progress

Understanding Data

In progress.

Methodologies

In progress.

Proposed Deliverables

In progress.