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E:\McNair\Projects\Hubs\Wage for upload v2.xls
 
==Hubs Data==
As of Spring 2016, a list of potential Hubs with a set of characteristics was created. Many of these are not what will be defined as Hubs. We will be creating a scorecard to help subjectively define Hubs based on certain characteristics.
 
===Variables===
Ideally, we would have the following variables (not collected previously):
*Onsite VC/Angel/Investors (Count or binary)
*Onsite Mentors (binary) --- Are these the same as advisers?
*"Office hours" with investors or mentors (binary)
*Onsite temporary workshops (binary or count)
*Meetups (Binary or count)
*Sponsors and Partners (binary and list) --- are these the same?
*Alumni Network (binary)
*Num of Companies
*Nonprofit (binary)
*Mission Includes Key Buzzwords (e.g. "ecosystem", "community")
 
Example of Prior Variables Collected:
*Specific Industry (Multinomial) -- defined as LinkedIN Self Identifier, no categories just plain text
*Num of Events --relatively complete inputs
*Price for Single Space -- defined as price for flexible desk, relatively complete inputs
*Price for Office -- no inputs
*Twitter Activity (Multinomial or Count)-- High=2/Moderate=1/No=0, no explanations on how to categorize the activity.
*Size (sqft)-- no records for majority of the companies
*Num Conference Rooms--no records for majority of the companies
*Onsite accelerator (binary)--relatively complete inputs
*Onsite code school (binary)--relatively complete inputs
*Community Membership (binary)--relatively complete inputs
 
===Example Mechanical Turk===
*Twitter
#Sign up/log in to a Twitter account at https://twitter.com/. In the search bar, key in the company name.
#Alternatively, type company name, city/state, and "twitter" into a search engine and click on result from twitter.com with the company name
#Sort the searching results by date
#Count the number of tweets and retweets posted by that company in the most recent complete month (e.g. June 2016)
 
*Nonprofit
#Search the company name along with its city/state in a search engine
#Click on the result that looks like the company website
#Go to links that describe the company, usually they are labelled: 'About', 'Our Story,' 'Mission'
#Look for the key word 'nonprofit'/'non-profit'
#If 'nonprofit' is identified, mark as 1, otherwise 0.
 
*Onsite Mentors
#Go to the company's website
#Look for links related to mentorship such as 'mentors', 'mentorship' or 'mentoring programs'
#If the key words can be identified, mark as 1
#If there is no explicit 'mentoring' section, look for links related to a description of the company, such as: 'About,' 'Our Team,' 'Our Mission,' etc., look for a subsection or mention of mentor/mentorship/mentoring
#If these exist, mark as 1.
#If not, go to links related to membership 'benefits,' 'perks,' or related.
#Do same process as end of 4 and 5
#If there is no mention of mentorship in these sections, type the company, city, and 'mentoring' into a search engine. If a link to a reliable website (such as Desktime) appears and mentorship can be found in the description, mark as 1.
#If none of these steps result in a mark of 1, mark as 0
 
*Sponsors and Partners
#Go to the company's website
#Look for the link or mention of 'Sponsors' or 'Partners', many times of which is often under the section of 'About', 'Community', or related selection
#If sponsors or partners can be found mark as 1 and list them, otherwise mark as 0.
 
*Size
 
 
*To check
Start. Co (Memphis, TN)
startuptown (pittsburgh,PA)
The Hive (Palo Alto)
StartX, Silicon Valley CA
Alloy 26 (Pittsburgh, PA)
Trailhead( Boise, Idaho)
The Vault (San Francisco)
=Resources=
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