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'''Input''':
Crunchbase company list(which includes large amounts of information about the company, including some funding information and founding information)
'''Output''':
==Development Notes==
'''7/7''': Project development notesNotes: Beginning
:Company list downloaded from Crunchbase.
:Important information provided included from list including company name, url, country, state, region and city.
:Data was analyzed to determine total number of companies as well as percentage of fields in which country, state, region, and city were not complete. This data was recorded in the image below.
:::[[File:Correl_7-7-16.png]]
::These values confirmed made us confident that the order of the list was randomized
:Following this the company name was entered into google in order to determine if the street level address could be found
::A total of 160 companies were tested:
:::140 Had address addresses on crunchbase
:::Of the 20 that were not on crunch base 4 had address on both linkedin and bloomberg, while 1 had an address on only linkedin, and 3 had an address only listed on bloomberg
::::Of these 11: 3 address were retrievable with a who is search will 8 were not
:::::Of the 8 within the category unable to retrieve; 4 were protected by godaddy.com; and could possibly be retrieved from there, also one had a .io url that could not be found '''7/?''': Project development Notes (cont'd) :To be filled for next section
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