Difference between revisions of "Hubs: Hubs Data"
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===Group 2=== | ===Group 2=== | ||
− | '''Variables Comfortable, Not Complete''' | + | '''Variables Comfortable, Not Complete''' (rough order of most difficult to least difficult) |
− | #'''Size (# companies)''' | + | #'''Size (# members)''' |
+ | #*'''Levels:''' Count for companies (currently not planning to include list of companies given that some potential hubs have 200+ members) | ||
+ | #*'''Difficulty:''' Some companies don’t list all members - only selective ones-, others do not separate current members and alumni, and some just write "we have served more than 120 startups..." | ||
+ | #*'''Approach:''' For companies that have a list, we will count. For those with select members, we will count those they listed and try to see if there is a comment about how many they have. For those that just have a statement "with over," we will write the number and + (e.g. "120+). | ||
+ | |||
+ | |||
+ | #'''Office hours investors''' and '''Office hours mentor/advisors''' | ||
+ | #*'''Levels:''' Binary for OH, binary for two separate OH, list of names/descriptions of OH | ||
+ | #*'''Difficulty:''' Some companies do not list who OH are with, not always obvious if investor, mentor, or advisor, sometimes not clear if mentor is investor/future investor | ||
+ | #*'''Approach:''' Google approach to get to OH pages and then lookup key words in description to separate out | ||
+ | |||
+ | |||
+ | |||
+ | #'''Sponsors/Partners''' (University, Corporate) | ||
+ | #*'''Levels:''' Count, list of sponsors/partners (if exist), separate columns for university and corporate | ||
+ | #*'''Difficulty:''' Not all companies will list sponsors, partnesrs, or either | ||
+ | #*'''Approach:''' Use two different levels and use of google search, then if list exists, separate by "college"/"university" and rest | ||
#'''Onsite Mentors''' | #'''Onsite Mentors''' | ||
− | #''' | + | #*'''Levels:''' Count and list of mentors (if exist) |
− | #''' | + | #*'''Difficulty:''' Not all companies list mentors |
− | #''' | + | #*'''Approach:''' Use two different levels and use of google search |
− | + | ||
− | + | ||
+ | |||
+ | |||
#'''Community membership?''' | #'''Community membership?''' | ||
+ | #*''Levels:'' | ||
+ | #*''Difficulty:'' | ||
+ | #*'''Approach:''' | ||
+ | |||
+ | |||
+ | |||
#'''Onsite temporary workshops and Networking Meetups''' (Count) | #'''Onsite temporary workshops and Networking Meetups''' (Count) | ||
− | #* | + | #*'''Levels:''' |
− | #* | + | #*'''Difficulty:''' |
+ | #*'''Approach:''' | ||
+ | |||
#'''Curriculum''' | #'''Curriculum''' | ||
+ | #*'''Levels:''' | ||
+ | #*'''Difficulty:''' | ||
+ | #*'''Approach:''' | ||
+ | |||
+ | |||
#'''Onsite code school''' | #'''Onsite code school''' | ||
+ | #*'''Levels:''' | ||
+ | #*'''Difficulty:''' | ||
+ | #*'''Approach:''' | ||
+ | |||
+ | |||
#'''Alumni Network''' | #'''Alumni Network''' | ||
+ | #*'''Levels:''' | ||
+ | #*'''Difficulty:''' | ||
+ | #*'''Approach:''' | ||
+ | |||
#'''Size (sqft)''' | #'''Size (sqft)''' | ||
+ | #*'''Levels:''' | ||
+ | #*'''Difficulty:''' | ||
+ | #*'''Approach:''' | ||
#'''Onsite accelerator''' | #'''Onsite accelerator''' | ||
+ | #*'''Levels:''' | ||
+ | #*'''Difficulty:''' | ||
+ | #*'''Approach:''' | ||
===Group 3=== | ===Group 3=== |
Revision as of 11:30, 26 July 2016
List of Variables
For a more in-depth of the variables and procedure please see: Hubs: Mechanical Turk. This page will reflect the variables being collected separated into three categories. Each variable will include a breakdown of levels being collected if the definition is not trivial and an approximate approach.
As of Week of 7/25
Group 1
Variables Difficult to Obtain
- Founding Date
- Difficulty: Finding date based on our strategies
- New Approach:
- Whois.net Date
- Factavia/other press release searches
- Multiple locations within city + Franchise (as of now just addresses)
- Difficulty: Company or establishment level will impact measurements
- New Approach: Will record all addresses at company level
- Onsite Venture Capital v. Angel Investors (e.g. # and Assets Under Management)
- Levels: Binary, list of investors
- Difficulty: Hub website usually does not include investors
- New Approach:
- Google key terms with address of Hub
- Start with partners and use google/crunchbase
Group 2
Variables Comfortable, Not Complete (rough order of most difficult to least difficult)
- Size (# members)
- Levels: Count for companies (currently not planning to include list of companies given that some potential hubs have 200+ members)
- Difficulty: Some companies don’t list all members - only selective ones-, others do not separate current members and alumni, and some just write "we have served more than 120 startups..."
- Approach: For companies that have a list, we will count. For those with select members, we will count those they listed and try to see if there is a comment about how many they have. For those that just have a statement "with over," we will write the number and + (e.g. "120+).
- Office hours investors and Office hours mentor/advisors
- Levels: Binary for OH, binary for two separate OH, list of names/descriptions of OH
- Difficulty: Some companies do not list who OH are with, not always obvious if investor, mentor, or advisor, sometimes not clear if mentor is investor/future investor
- Approach: Google approach to get to OH pages and then lookup key words in description to separate out
- Sponsors/Partners (University, Corporate)
- Levels: Count, list of sponsors/partners (if exist), separate columns for university and corporate
- Difficulty: Not all companies will list sponsors, partnesrs, or either
- Approach: Use two different levels and use of google search, then if list exists, separate by "college"/"university" and rest
- Onsite Mentors
- Levels: Count and list of mentors (if exist)
- Difficulty: Not all companies list mentors
- Approach: Use two different levels and use of google search
- Community membership?
- Levels:
- Difficulty:
- Approach:
- Onsite temporary workshops and Networking Meetups (Count)
- Levels:
- Difficulty:
- Approach:
- Curriculum
- Levels:
- Difficulty:
- Approach:
- Onsite code school
- Levels:
- Difficulty:
- Approach:
- Alumni Network
- Levels:
- Difficulty:
- Approach:
- Size (sqft)
- Levels:
- Difficulty:
- Approach:
- Onsite accelerator
- Levels:
- Difficulty:
- Approach:
Group 3
Variables Easy to Obtain
- Twitter activity
- Levels: Twitter Handle, # Tweets in a Month, # Followers, # Retweets
- Approach: Easy to get twitter handle from Turk or Veeral's code that allows us to run a series of searches on google and then use Gunny's Twitter crawler to get other levels from handle
- Site URL
- Level: URL
- Approach: Google using Veeral's code that allows us to search
- Address
- Level: Will include all addresses
- Approach: Google key terms (e.g. Contact Us) and URL using Veeral's code
- Nonprofit status
- Level: Binary variable indicating if the potential Hub is a nonprofit organization
- Approach: http://www.guidestar.org/ is a site that we can use to search if a company is nonprofit or not
- Mission statement
- Level: Official mission statement or description of company (if mission does not exist)
- Approach: If not explicitly stated mission statement, will include "About" or statements on main page
- Specific Industry
- Level: Industry included in statement (no aggregation)
- Approach: *Based on Mission Statement, not aggregated
- Price for a space/office
- Level: Two prices one for shared, other for private
- Approach: Uses google methodology with key terms and URL