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		<id>http://www.edegan.com/mediawiki/index.php?title=Accelerator_Seed_List_(Data)&amp;diff=22149</id>
		<title>Accelerator Seed List (Data)</title>
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		<updated>2017-11-28T22:30:07Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* Current Work */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has title=Accelerator Seed List (Data)&lt;br /&gt;
|Has owner=Shrey Agarwal, Matthew Ringheanu, Veeral Shah,&lt;br /&gt;
|Has start date=Fall 2016&lt;br /&gt;
|Has keywords=Accelerators,Data&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
|Is dependent on=Industry Classifier&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
=Current Work=&lt;br /&gt;
&lt;br /&gt;
TODO:&lt;br /&gt;
 McNair/Projects/Accelerators/Fall 2017/unfound_founders.txt&lt;br /&gt;
A 0 means we don't have founder data for that accelerator.&lt;br /&gt;
Specs: A tab delimited text file with the following fields:&lt;br /&gt;
 Accelerator   First Name   Last Name   LinkedInURL(if possible)&lt;br /&gt;
Getting the LinkedInURL will ensure accuracy, but will work without it.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Shrey: Find &amp;quot;demo day&amp;quot; keywords, so that we can search AcceleratorName Year Keyword and get back potential demo day pages&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Accelerator Type project==&lt;br /&gt;
&lt;br /&gt;
File to edit is called &amp;quot;Accelerator type list&amp;quot;.  Located in the folder E:\McNair\Projects\Accelerators\Fall 2017\Grouping project of ListOfAccs.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Type list:&lt;br /&gt;
*Private&lt;br /&gt;
*Corporate&lt;br /&gt;
*Academic&lt;br /&gt;
 Note: if DEAD, noted here.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Other info:&lt;br /&gt;
*nonprofit? (y/n)&lt;br /&gt;
&lt;br /&gt;
*Subtype abbreviations:&lt;br /&gt;
**S: for if a social entrepreneurship initiative&lt;br /&gt;
**I: for if an incubator&lt;br /&gt;
**A: for an angel group&lt;br /&gt;
**F: for foreign&lt;br /&gt;
**C: for in coworking space/hub/etc&lt;br /&gt;
**V: for if part of venture fund&lt;br /&gt;
**G: for if government funded/partnered&lt;br /&gt;
**T: for international&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
 Note: subtypes (from individual text files in E:\McNair\Projects\Accelerators\Spring 2017\Code+Final_Data) were only found for 23 of the 270 accelerators.  These accelerators were initially intended to be removed from the master list.  Remaining subtypes are currently being added.&lt;br /&gt;
&lt;br /&gt;
other info: &lt;br /&gt;
&lt;br /&gt;
international offices, founders, industries, org type, program duration, or other interesting, easily accessed variables.  Additional information is especially important for accelerators that have no other subtype abbreviation listed.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Steps to research an accelerator===&lt;br /&gt;
&lt;br /&gt;
1. Copy/paste URL listed in Accelerator type list file into google.  If website is insufficient, try googling:&lt;br /&gt;
 the name of the accelerator&lt;br /&gt;
 the name of the accelerator + &amp;quot;crunchbase&amp;quot;&lt;br /&gt;
 the name of the accelerator + &amp;quot;nonprofit&amp;quot; &lt;br /&gt;
&lt;br /&gt;
the above steps sometimes lead to other helpful databases/news articles&lt;br /&gt;
&lt;br /&gt;
2. Note whether: &lt;br /&gt;
 1) Academic/Corporate/Private &lt;br /&gt;
 2) For Profit/Nonprofit &lt;br /&gt;
 3) subtype (S, I, A, F, C, V, G, T).  &lt;br /&gt;
 4) Additional, easily-accessed info.  Number 4 is really important if there's no subtype. &lt;br /&gt;
&lt;br /&gt;
All 270 need to be done by the end of the semester.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Type list file saved as &lt;br /&gt;
 &amp;quot;Accelerator type list&amp;quot; in E:\McNair\Projects\Accelerators\Fall 2017\Grouping project of ListOfAccs.&lt;br /&gt;
The list of ListofAccs, from which we drew Accelerator type list, should have no matches with any of the flagged accelerators in E:\McNair\Projects\Accelerators\Spring 2017\Code+Final_Data.  There are 23 matches though.  So all subtypes must be searched and entered manually.  Whether some were a nonprofit was listed in E:\McNair\Projects\Accelerators\Fall 2017\Grouping project of ListOfAccs, called &amp;quot;whether nonprofit...&amp;quot;.  Accelerators with no info there on whether nonprofit need to have info entered manually.&lt;br /&gt;
&lt;br /&gt;
=Funded By Accelerators=&lt;br /&gt;
&lt;br /&gt;
Reference the like-named portion in [[Crunchbase Data#Funded by Accelerators|Crunchbase Data]]&lt;br /&gt;
&lt;br /&gt;
=End of Semester Report=&lt;br /&gt;
The end of semester report will focus on ranking accelerators and environments based on the variables we have gathered. Our primary form of categorization will be ranking individual accelerators based on their venture capital raise rate. We can probably generate information over time for accelerators and the amount of VC they raised to get a sense of what locations have developed in the past five years from the dates of transactions recorded by SDC. To obtain these rankings, we will identify which cohorts companies were trained in, as well as complete details of the accelerator and the details of cohort companies. We will focus only on accelerators because there are many other entities in each ecosystem. We will also utilize information on IPO or acquisition by companies, obtained through Crunchbase, to gain some sense of how successful startups emerging from a particular accelerator are. To obtain the data over time, we will need to fill out the cohort date information column in our cohort data, which will require the help of either Crunchbase or the Wayback machine for older accelerators. In ranking the accelerators across regions, we can also track industry-specific hotspots for accelerators such as medicine in Memphis or technology in San Francisco.&lt;br /&gt;
&lt;br /&gt;
To complete the report, we need to fill information in:&lt;br /&gt;
*Industry and focus&lt;br /&gt;
*Location&lt;br /&gt;
*Name, description&lt;br /&gt;
*Matched VC data&lt;br /&gt;
*Founder information (maybe)&lt;br /&gt;
&lt;br /&gt;
=Overview=&lt;br /&gt;
This project is developing broad and near-population data on accelerators and their cohort companies. The objective is to identify which cohorts of which accelerators a cohort company was trained in, obtain details of the accelerators, and obtain details of the cohort companies, including information about any venture capital investment that the cohort company might have received and any IPO or acquisition the company may have experienced.&lt;br /&gt;
&lt;br /&gt;
The primary use of this data is for an academic paper detailed on the [[Matching Entrepreneurs to Accelerators and VCs (Academic Paper)]] page. &lt;br /&gt;
&lt;br /&gt;
However, this project can also provide useful data to other academic papers ([[Urban Start-up Agglomeration]], [[Hubs (Academic Paper)]], and [[Hubs Scorecard (Academic Paper)]]), projects ([[Houston Entrepreneurship]]) and blog posts (under the [[Emerging Ecosystems]] umbrella project).&lt;br /&gt;
&lt;br /&gt;
This project needs the results of the [[Industry Classifier]], [[Whois Parser]], and other tools.&lt;br /&gt;
&lt;br /&gt;
=Current Project Write-Up=&lt;br /&gt;
&lt;br /&gt;
==Things To Do==&lt;br /&gt;
*Obtain all URLs for accelerators in order to run through the Wayback Machine to find out when they started.&lt;br /&gt;
*Match Crunchbase Data with our Accelerator List to see if they have any accelerators that we do not.&lt;br /&gt;
*Obtain an example of accelerator that started early and has multiple companies but does not separate them into cohorts and figure out a way to determine which companies went through each cohort.&lt;br /&gt;
&lt;br /&gt;
==What Each File in the &amp;quot;Accelerator&amp;quot; Folder on the RDP Contains==&lt;br /&gt;
*&amp;quot;Accelerator List Sources&amp;quot; (Folder) - This folder contains most of the sources that we pulled accelerator names from at the very beginning of the project.&lt;br /&gt;
*&amp;quot;Code+Final_Data&amp;quot; (Folder) - This folder contains Peter's code for pulling the data from the text files in the &amp;quot;Data&amp;quot; folder.&lt;br /&gt;
*&amp;quot;Crunchbase Snapshot&amp;quot; (Folder) - This folder contains the data we obtained from Crunchbase. There is a massive amount of data which we will need to sort through to find useful information and hopefully match that data with our current cohort data.&lt;br /&gt;
*&amp;quot;Data&amp;quot; (Folder) - This folder contains all of our data on accelerators including cohort information and the html files of each cohort page. I would estimate that it is about 95% clean currently.&lt;br /&gt;
*&amp;quot;Data - Copy&amp;quot; (Folder) - This is just a copy of our current &amp;quot;Data&amp;quot; folder.&lt;br /&gt;
*&amp;quot;Data_Copy&amp;quot; (Folder) - This is a copy of our original &amp;quot;Data&amp;quot; folder before we did any manual cleaning.&lt;br /&gt;
*&amp;quot;Enclosing_Circle&amp;quot; (Folder) - This folder seems to contain some data on VC but I'm not sure how it pertains to the Accelerator project.&lt;br /&gt;
*&amp;quot;F6S Accelerator HTMLs&amp;quot; (Folder) - This folder contains the HTML pages of all the pages on the F6S website. We used it to add more potential accelerators to our list.&lt;br /&gt;
*&amp;quot;Google_SiteSearch&amp;quot; (Folder) - This folder contains Python code for Google searches.&lt;br /&gt;
*&amp;quot;Industry_Classifier&amp;quot; (Folder) - This folder seems to contain Python code but I'm not sure what for.&lt;br /&gt;
*&amp;quot;Matcher&amp;quot; (Folder) - This folder contains the Matcher.&lt;br /&gt;
*&amp;quot;Python WebCrawler&amp;quot; (Folder) - This folder contains code that is a work in progress for pulling descriptions from accelerator websites. It is Jeemin's project.&lt;br /&gt;
*&amp;quot;Cleaned Cohort Data Copy&amp;quot; (Excel File) - This file contains a copy of our cleaned cohort data.&lt;br /&gt;
*&amp;quot;Cleaned Cohort Data&amp;quot; (Excel File) - This file contains the most current, completely cleaned data on cohort company information.&lt;br /&gt;
*&amp;quot;NormalizeFixedWidth&amp;quot; (PL File) - This is the normalizer.&lt;br /&gt;
*&amp;quot;PortCoNames&amp;quot; (TXT File) - This file contains all of the names of the cohort companies as well as the accelerator they went through.&lt;br /&gt;
*&amp;quot;VC Data&amp;quot; (Excel File) - This file contains all of the names of the companies that have ever received VC funding.&lt;br /&gt;
*&amp;quot;VC_Data&amp;quot; (TXT File) - This file contains that non-normalized data of all of the VC information.&lt;br /&gt;
*&amp;quot;VC_Data_Names&amp;quot; (TXT File) - This file contains all of the names of companies that have received VC funding.&lt;br /&gt;
*&amp;quot;VC_Data_Names_Matched_PortCoNames&amp;quot; (Excel File) - This file contains all of the cohort companies that have also received VC funding. Still needs to be sorted through.&lt;br /&gt;
&lt;br /&gt;
==Process==&lt;br /&gt;
After accumulating the massive amount of data on accelerators, their cohorts, and their html files, we began cleaning those text files, which are located in the &amp;quot;Data&amp;quot; folder within &amp;quot;Accelerators&amp;quot;. After going through the first round of cleaning, we ran a code through the cohort data which put all of that information into an Excel document called &amp;quot;Cleaned Cohort Data&amp;quot;. There were still some mistakes in the cohort information unfortunately, which we fixed within the Excel file itself. Therefore, there are some text files within the &amp;quot;Data&amp;quot; folder that do not match with the &amp;quot;Cleaned Cohort Data&amp;quot; file. If we were to run the cohort code through the &amp;quot;Data&amp;quot; folder, we would get something that does not match with the &amp;quot;Cleaned Cohort Data&amp;quot; file, which is problematic. The solution to this (other than manually cleaning the text files again) would be to write a code from the &amp;quot;Cleaned Cohort Data&amp;quot; file which would allow us to clean the data in the &amp;quot;Data&amp;quot; folder through the format of the Excel file. We have also matched all of the cohort companies with our list of all companies that have received VC funding.&lt;br /&gt;
&lt;br /&gt;
=Current To Do=&lt;br /&gt;
&lt;br /&gt;
#Work on the [[Crunchbase 2013 Snapshot]]&lt;br /&gt;
#Match cohort companies to VC-backed portfolio companies&lt;br /&gt;
#Refine our data to work out which cohort each cohort company was a member of, cohort start dates and locations, etc.&lt;br /&gt;
#Make a list of top accelerator lists (e.g., http://tech.co/top-startup-accelerators-ranked-2012-08) and check that we have those accelerators&lt;br /&gt;
&lt;br /&gt;
=End of Semester Notes=&lt;br /&gt;
&lt;br /&gt;
*We have compiled a very long list of accelerators from many different databases. For the past couple of weeks, everyone in the center has been going through this list, 20 at a time, classifying each one as an accelerator or not an accelerator, and then proceeding to gather data on the accelerator using the process outlined below. This process went very smoothly. We have successfully gone through about 80% of the list. We are still missing information on the last hundred or so names. All of the collected data is located on the RDP, within the &amp;quot;Accelerators&amp;quot; folder under &amp;quot;Data&amp;quot;.&lt;br /&gt;
&lt;br /&gt;
=Data Collection Notes=&lt;br /&gt;
&lt;br /&gt;
==MATCHING==&lt;br /&gt;
&lt;br /&gt;
The files we used to match are located in the E drive. We used the matcher to match our portfolio company names from the cohort file located in E:\McNair\Projects\Accelerators. &lt;br /&gt;
*The files used to matching are located E:\McNair\Projects\Accelerators\Matcher&lt;br /&gt;
*Portco is the name of the companies pulled from the cohort file&lt;br /&gt;
*AccCo includes both the cohort company name, along with the name of the accelerator itself&lt;br /&gt;
*In the matcher, the inputs are the PortCo names, as well as the VC data from our pull in SDC&lt;br /&gt;
*The outputs include the AccCo_VC data located in E:\McNair\Projects\Accelerators which give a lot of information on the matches, including:&lt;br /&gt;
:*name of the match itself&lt;br /&gt;
:*number of investments&lt;br /&gt;
:*dates that the company received its investments&lt;br /&gt;
&lt;br /&gt;
==SDC Pull==&lt;br /&gt;
&lt;br /&gt;
We accessed SDC platinum and pulled information on round-based funding that all registered companies received from between the years 1999 to 2017.&lt;br /&gt;
&lt;br /&gt;
The receipt is as follows:&lt;br /&gt;
&lt;br /&gt;
Session Details&lt;br /&gt;
---------------&lt;br /&gt;
Request   Hits    Request Description&lt;br /&gt;
   0        -     DATABASE: Portfolio Companies (VIPC)&lt;br /&gt;
   1     96155    Venture Related Deals: Select All Venture Related Deals&lt;br /&gt;
   2     79572    Round Date: 1/1/1999 to 3/1/2017 (Custom) (Calendar)&lt;br /&gt;
   3              Custom Report: VC Data (Columnar) - Save As:&lt;br /&gt;
                  E:\McNair\Projects\Accelerators\VC Data.txt&lt;br /&gt;
�&lt;br /&gt;
Billing Ref # : 2054025&lt;br /&gt;
Capture File  : riceuniv.2054025&lt;br /&gt;
Session Name  : &lt;br /&gt;
&lt;br /&gt;
The VC data pull includes the following variables: &lt;br /&gt;
&lt;br /&gt;
Company Name                                                           Date Company      Date Company      Company        Company City                           Company Street Address, Line 1               Company Street Address, Line 2            Total Known     Company Industry Sub-Group 3                              Company Industry Major Group     Round          Company Stage Level 3     Round Amt,       Round Amt,&lt;br /&gt;
&lt;br /&gt;
==3 files==&lt;br /&gt;
&lt;br /&gt;
For each accelerator in the list, put files in E:\Projects\Accelerators\Data&lt;br /&gt;
*AcceleratorName.txt - copy and paste the variables below into a (tab-delimited) txt file and complete&lt;br /&gt;
*AcceleratorName.cohort - your cohort text file (see below)&lt;br /&gt;
*AcceleratorName.html (possibly automatically with a folder too) - save a copy of the html of the cohort page&lt;br /&gt;
&lt;br /&gt;
==.txt Variables==&lt;br /&gt;
&lt;br /&gt;
 Name	&lt;br /&gt;
 Score	&lt;br /&gt;
 Flag	&lt;br /&gt;
 CohortURL	&lt;br /&gt;
 Address	&lt;br /&gt;
 Duration	&lt;br /&gt;
 Vintage		&lt;br /&gt;
 Industry	&lt;br /&gt;
 Description	&lt;br /&gt;
 Equity	&lt;br /&gt;
 NonProfit	 &lt;br /&gt;
 Notes	&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Try to get '''Name, Score, Flag, Cohort URL and Address''' for all. ONLY GRAB OTHER VARIABLES IF EASY. Just leave things blank if you can't find them quickly.&lt;br /&gt;
&lt;br /&gt;
'''If the score is 0, or the flag is S, I, A, or F just stop''' - don't bother downloading a cohort list, saving an HTML file, etc. If possible, do stick a very brief description of the problem in the notes field.&lt;br /&gt;
&lt;br /&gt;
Notes:&lt;br /&gt;
*Score: is 0-1 where 0 is definitely not an accelerator, 1 is definitely an accelerator&lt;br /&gt;
*Flag: (leave blank if not needed), if multiple then separate by comma&lt;br /&gt;
**S for social entrep&lt;br /&gt;
**I for incubator&lt;br /&gt;
**A for an angel group&lt;br /&gt;
**F is for foreign&lt;br /&gt;
**C for in coworking space/hub/etc&lt;br /&gt;
**V for if part of venture fund&lt;br /&gt;
**D is for Dead&lt;br /&gt;
*Put just the root URL in Cohort URL if there isn't a Cohort page&lt;br /&gt;
*Duration: in wks (months x 4.33 and round)&lt;br /&gt;
*Vintage is year of first cohort if possible&lt;br /&gt;
*Industry is industry focus but only if clear focus&lt;br /&gt;
*Equity is a number (don't put %) or Y/N&lt;br /&gt;
*Notes is only there if need it. Particularly try to use this field to note discards.&lt;br /&gt;
&lt;br /&gt;
==.cohort files==&lt;br /&gt;
&lt;br /&gt;
Your .cohort files must:&lt;br /&gt;
*Be tab delimited txt&lt;br /&gt;
*Have a header&lt;br /&gt;
*The first column must be the portfolio company name&lt;br /&gt;
*Grab as many columns as you can easily (and name them)&lt;br /&gt;
&lt;br /&gt;
==Standardized format for text files==&lt;br /&gt;
&lt;br /&gt;
Information Text file&lt;br /&gt;
*1 tab only after each category&lt;br /&gt;
*No spaces after commas for flags or industry&lt;br /&gt;
*For duration put only a number in weeks but do not write &amp;quot;weeks&amp;quot;&lt;br /&gt;
*Equity is either only a number (no percent sign) or a Y/N&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Cohort Text file&lt;br /&gt;
*1 tab between each column&lt;br /&gt;
*Titles of each column on top&lt;br /&gt;
*Make a new category for &amp;quot;Cohort Number&amp;quot; and write either &amp;quot;1 2 3 4 etc.&amp;quot;&lt;br /&gt;
*Matthew: 1-225 (done) Shrey: 226-550 (done)&lt;br /&gt;
&lt;br /&gt;
==Link to Crunchbase API application==&lt;br /&gt;
&lt;br /&gt;
https://about.crunchbase.com/forms/research-access-apply/ (Does not work anymore)&lt;br /&gt;
&lt;br /&gt;
https://data.crunchbase.com/v3/docs/using-the-api (Has new instructions for application)&lt;br /&gt;
&lt;br /&gt;
==Sign-Ups==&lt;br /&gt;
&lt;br /&gt;
 Ed - 1-10 (done)&lt;br /&gt;
 Carlin -  11-20 (done)&lt;br /&gt;
 Carlin - 21-40 (done)&lt;br /&gt;
 Christy - 41-60 (done)&lt;br /&gt;
 Avesh - 61-80 (done)&lt;br /&gt;
 Eliza - 81-100 (done)&lt;br /&gt;
 Meghana - 101-120 (done)&lt;br /&gt;
 Peter - 121-140 (done)&lt;br /&gt;
 Ramee - 141-160 (done)&lt;br /&gt;
 Will - 161-180 (done)&lt;br /&gt;
 Matthew - 181-200 (done)&lt;br /&gt;
 Julia - 201-220 (done)&lt;br /&gt;
 Peter - 221-240 (done)&lt;br /&gt;
 Shrey - 241-260 (done)&lt;br /&gt;
 Matthew - 261-280 (done)&lt;br /&gt;
 Eliza - 281-300 (done)&lt;br /&gt;
 Julia - 301-320 (done)&lt;br /&gt;
 Shrey - 321-340 (done)&lt;br /&gt;
 Carlin - 341-361 (done)&lt;br /&gt;
 Julia - 362-380 (done)&lt;br /&gt;
 Dylan - 381-393 (done)&lt;br /&gt;
 Jake - 394-404 (done)&lt;br /&gt;
 Dylan - 405-410 (done)&lt;br /&gt;
 Avesh - 411-415 (done)&lt;br /&gt;
 Dylan - 416-423 (done)&lt;br /&gt;
 Peter - 424-460(done)&lt;br /&gt;
 Carlin - 461-480 (done)&lt;br /&gt;
 Peter - 481-490(done)&lt;br /&gt;
 Julia - 491-510 (done)&lt;br /&gt;
 Peter - 511-515 (done)&lt;br /&gt;
 Julia - 516-529 (done)&lt;br /&gt;
 Ben - 530-540 (done)&lt;br /&gt;
 Shrey - 541-551 (done)&lt;br /&gt;
&lt;br /&gt;
=List of Accelerators=&lt;br /&gt;
#10Xelerator&lt;br /&gt;
#1440&lt;br /&gt;
#33entrepreneurs&lt;br /&gt;
#500 Startups&lt;br /&gt;
#9Mile Labs&lt;br /&gt;
#AIA Accelerator&lt;br /&gt;
#ARK Challenge&lt;br /&gt;
#AT&amp;amp;T Aspire Accelerator&lt;br /&gt;
#ATDC Community&lt;br /&gt;
#AZ TechCelerator&lt;br /&gt;
#AccelFoods&lt;br /&gt;
#Acceleprise&lt;br /&gt;
#Accelerate Baltimore&lt;br /&gt;
#Accelerate Genius&lt;br /&gt;
#Accelerate Tectoria Accelerator&lt;br /&gt;
#Accelerator Centre&lt;br /&gt;
#Advanced Technology Development Center (ATDC)&lt;br /&gt;
#Airbus BizLab&lt;br /&gt;
#Alchemist Accelerator&lt;br /&gt;
#AlphaLab&lt;br /&gt;
#Amplify.LA&lt;br /&gt;
#Angel Capital&lt;br /&gt;
#Angelcube&lt;br /&gt;
#Angelpad&lt;br /&gt;
#Annual Business BootCamp&lt;br /&gt;
#Arizona Center for Innovation&lt;br /&gt;
#Arizona Furnace&lt;br /&gt;
#Arrowhead Tech Incubator 2016&lt;br /&gt;
#Aspire 3 Accelerator 2017&lt;br /&gt;
#Atlanta Ventures Accelerator &lt;br /&gt;
#AutoXLR8R&lt;br /&gt;
#Awesome Inc.&lt;br /&gt;
#Axel Springer Plug and Play&lt;br /&gt;
#B 4 Change Impact Accelerator&lt;br /&gt;
#B2B Acceleration Program&lt;br /&gt;
#B4C Social Venture Accelerator&lt;br /&gt;
#BBC Worldwide Labs&lt;br /&gt;
#BMW Startup Garage&lt;br /&gt;
#Brandcelerate&lt;br /&gt;
#Bunker Labs&lt;br /&gt;
#Bank of Ireland Accelerator Programme&lt;br /&gt;
#Bantunium Labs Accelerator&lt;br /&gt;
#Barclays Accelerator&lt;br /&gt;
#Barclays New York Summer 2015&lt;br /&gt;
#Berkley Ventures&lt;br /&gt;
#Bessemer Business Incubation System&lt;br /&gt;
#Beta-i&lt;br /&gt;
#Beta.MN&lt;br /&gt;
#BetaFactory&lt;br /&gt;
#BetaSpring&lt;br /&gt;
#Betablox&lt;br /&gt;
#Betaspring RevUp  (DUPLICATE)&lt;br /&gt;
#Bethnal Green Ventures&lt;br /&gt;
#BioAccel&lt;br /&gt;
#BioInspire&lt;br /&gt;
#Bir 2015&lt;br /&gt;
#BitAngel Engagement Level&lt;br /&gt;
#BitAngels Startup Summer Program of 2013&lt;br /&gt;
#Bizdom&lt;br /&gt;
#Black Forest Accelerator&lt;br /&gt;
#Blue Startups&lt;br /&gt;
#Blueprint Health&lt;br /&gt;
#Bolt Boston&lt;br /&gt;
#Bonnier Accelerator&lt;br /&gt;
#BoomStartup&lt;br /&gt;
#BoomStartup Winter 2017 (DUPLICATE)&lt;br /&gt;
#Boomtown Accelerator&lt;br /&gt;
#Boomtown Health Tech (DUPLICATE)&lt;br /&gt;
#Boost VC&lt;br /&gt;
#BootupLabs&lt;br /&gt;
#Brandery&lt;br /&gt;
#Brooklyn Beta Summer Camp&lt;br /&gt;
#Budweiser Dream Brewery&lt;br /&gt;
#Buildit&lt;br /&gt;
#BuiltinPGH Companies&lt;br /&gt;
#Business Innovation Center&lt;br /&gt;
#Business Opportunity Academy 2017&lt;br /&gt;
#Business Technology Development Center (BizTech)&lt;br /&gt;
#CLT Joules Energy Accelerator 2014&lt;br /&gt;
#CWI Ventures&lt;br /&gt;
#CWI Ventures Application (DUPLICATE)&lt;br /&gt;
#CableLabs Technology Tours 2016&lt;br /&gt;
#Capital Factory&lt;br /&gt;
#Capital Innovators&lt;br /&gt;
#Capital Investment Network (Startups)&lt;br /&gt;
#Caroline Plouff&lt;br /&gt;
#Catalyst Partners&lt;br /&gt;
#Cause Collective : Social Innovation Lab&lt;br /&gt;
#Center for Entrepreneurial Innovation&lt;br /&gt;
#Chain Reaction Innovations 2017&lt;br /&gt;
#Chemical Angel Network&lt;br /&gt;
#Chinaccelerator&lt;br /&gt;
#Cisco Entrepreneurs in Residence&lt;br /&gt;
#Citi Accelerator&lt;br /&gt;
#Citrix Startup Accelerator&lt;br /&gt;
#Claremont/Upland Makerspace Fablab&lt;br /&gt;
#Climate Ventures 2.0 Accelerator&lt;br /&gt;
#Co.Lab accelerator&lt;br /&gt;
#Code for America Accelerator&lt;br /&gt;
#Cohab's Traxtion Point&lt;br /&gt;
#Collision Conference Investors&lt;br /&gt;
#Common Bond&lt;br /&gt;
#Communitech Hyperdrive&lt;br /&gt;
#Conquer Accelerator&lt;br /&gt;
#Coolhouse Labs&lt;br /&gt;
#CuriousMinds Incubator / Accelerator&lt;br /&gt;
#CyberTECH San Diego&lt;br /&gt;
#DBS Accelerator&lt;br /&gt;
#DPD Last Mile labs&lt;br /&gt;
#DV X Labs&lt;br /&gt;
#Dat Ventures&lt;br /&gt;
#Decatur-Morgan County Entrepreneurial Center&lt;br /&gt;
#Deep Space Ventures&lt;br /&gt;
#Demo Accelerator 2016- 2017&lt;br /&gt;
#DeveloperTown&lt;br /&gt;
#Difference Engine&lt;br /&gt;
#Digital Malaysia Corporate Accelerator Program&lt;br /&gt;
#Digital Media Zone Incubator/Accelerator&lt;br /&gt;
#Disney Accelerator&lt;br /&gt;
#DogFish Accelerator&lt;br /&gt;
#Domi Station&lt;br /&gt;
#Dotforge accelerator&lt;br /&gt;
#Dream Funded&lt;br /&gt;
#DreamIT Health&lt;br /&gt;
#DreamStart - Free Mentoring Program&lt;br /&gt;
#Dreamit Ventures (DUPLICATE)&lt;br /&gt;
#Ducky Diggy Lloyd &lt;br /&gt;
#E-Capital Summit&lt;br /&gt;
#EC Mentor Skills Inventory&lt;br /&gt;
#EIGERlab&lt;br /&gt;
#ETRAC&lt;br /&gt;
#EY Startup Challenge&lt;br /&gt;
#Eco Holding&lt;br /&gt;
#Eleven Startup Accelerator&lt;br /&gt;
#Emerge Xcelerate&lt;br /&gt;
#EnterpriseWorks Incubation Program&lt;br /&gt;
#Entrepreneur Development Center&lt;br /&gt;
#Entrepreneurs Roundtable Accelerator&lt;br /&gt;
#Environmental Business Cluster&lt;br /&gt;
#Equity Legal&lt;br /&gt;
#Excelerate Labs&lt;br /&gt;
#Execution Labs&lt;br /&gt;
#Exhilarator&lt;br /&gt;
#Extreme Startups&lt;br /&gt;
#Extreme University&lt;br /&gt;
#FOOD-X&lt;br /&gt;
#Factory45&lt;br /&gt;
#Fargo Startup House 2014-2015&lt;br /&gt;
#FastTrack Propero Healthcare&lt;br /&gt;
#FbFund&lt;br /&gt;
#Female Propeller for High Flyers&lt;br /&gt;
#FinTech Innovation Lab&lt;br /&gt;
#FinTech Studios 2015&lt;br /&gt;
#Fintech Founders Club #2&lt;br /&gt;
#First Growth Venture Network&lt;br /&gt;
#Fishbowl Labs AOL&lt;br /&gt;
#Flagship Enterprise Center&lt;br /&gt;
#FlashStarts&lt;br /&gt;
#Flashpoint&lt;br /&gt;
#Flat6 Labs&lt;br /&gt;
#Fledge9&lt;br /&gt;
#Flextronics Lab IX&lt;br /&gt;
#Food Future Scale-up Accelerator 2017&lt;br /&gt;
#Food System 6 (FS6) Accelerator&lt;br /&gt;
#FoodForwardX&lt;br /&gt;
#Fortify Ventures&lt;br /&gt;
#Founder Institute&lt;br /&gt;
#FounderFuel&lt;br /&gt;
#FoundersPad&lt;br /&gt;
#Fownders Accelerator&lt;br /&gt;
#French Accelerator 2016&lt;br /&gt;
#Fund the Food&lt;br /&gt;
#Fuse Corps Host&lt;br /&gt;
#GAKKEN Accelerator Program&lt;br /&gt;
#Gainesville Technology Enterprise Center&lt;br /&gt;
#Game CoLab Incubator Program 2014&lt;br /&gt;
#GameFounders&lt;br /&gt;
#GammaRebels&lt;br /&gt;
#Gazelle Lab&lt;br /&gt;
#Gener8tor&lt;br /&gt;
#German Accelerator Life Sciences&lt;br /&gt;
#German Accelerator Tech&lt;br /&gt;
#Global Accelerator Network 2015&lt;br /&gt;
#Good Works Houston Lab&lt;br /&gt;
#GoodCompany Ventures&lt;br /&gt;
#Google Launchpad Accelerator&lt;br /&gt;
#Grants4Apps Accelerator&lt;br /&gt;
#GreenStart&lt;br /&gt;
#Greenlite Labs&lt;br /&gt;
#GrowLab&lt;br /&gt;
#Growth Hacking Accelerator 2015&lt;br /&gt;
#Gulf Coast Center for Innovation and Entrepreneurship&lt;br /&gt;
#H-Farm Ventures&lt;br /&gt;
#HACKT Mission for International Founders&lt;br /&gt;
#HAXLR8R&lt;br /&gt;
#HCC Entrepreneurship Launchpad&lt;br /&gt;
#HIGHLINE Academy&lt;br /&gt;
#HUB&lt;br /&gt;
#HUBB Accelerator&lt;br /&gt;
#HUBB GTLA 2016&lt;br /&gt;
#HackFWD&lt;br /&gt;
#Hatch&lt;br /&gt;
#Health Wildcatters&lt;br /&gt;
#Health accelerator&lt;br /&gt;
#Healthbox&lt;br /&gt;
#Hero City Co-Working Space&lt;br /&gt;
#High Street Startups Accelerator&lt;br /&gt;
#Highway1&lt;br /&gt;
#Honda Xcelerator &lt;br /&gt;
#Houston Technology Center&lt;br /&gt;
#Hub Ventures&lt;br /&gt;
#HugeThing&lt;br /&gt;
#I/O ventures&lt;br /&gt;
#ICONYC labs&lt;br /&gt;
#IDC Elevator&lt;br /&gt;
#INcubes Funnel and Accelerator 2014/2015&lt;br /&gt;
#INcubes Online Form&lt;br /&gt;
#INcubes Startup Visa&lt;br /&gt;
#Illumina Accelerator&lt;br /&gt;
#Illuminator,  New York Accelerator 2015&lt;br /&gt;
#Imagine K12&lt;br /&gt;
#Immokalee Business Development Center&lt;br /&gt;
#Impact Engine&lt;br /&gt;
#Impact USA - 2017&lt;br /&gt;
#Incubate Miami&lt;br /&gt;
#Infuse Accelerator&lt;br /&gt;
#Ingenuity Partner Program&lt;br /&gt;
#InnoSpring&lt;br /&gt;
#Innov&amp;amp;Connect&lt;br /&gt;
#Innov8 for Health&lt;br /&gt;
#Innova Memphis&lt;br /&gt;
#InnovateOC&lt;br /&gt;
#Innovation Depot&lt;br /&gt;
#Innovation Pavilion&lt;br /&gt;
#Innovation Showcase Winter 2017&lt;br /&gt;
#Insight Accelerator Labs&lt;br /&gt;
#Intel Education Accelerator&lt;br /&gt;
#Investment Preparedness Lab&lt;br /&gt;
#Invoke Collective&lt;br /&gt;
#Iowa Startup Accelerator&lt;br /&gt;
#JFDI.Asia&lt;br /&gt;
#JFE Accelerator SF&lt;br /&gt;
#JLAB&lt;br /&gt;
#Jaguar Land Rover Tech Incubator&lt;br /&gt;
#Jolt&lt;br /&gt;
#JumpSchool &lt;br /&gt;
#JumpStart Foundry&lt;br /&gt;
#Jumpstart! Boulder&lt;br /&gt;
#JusticeXL&lt;br /&gt;
#Kairos Boston Spring Program&lt;br /&gt;
#Kaplan EdTech&lt;br /&gt;
#Kick&lt;br /&gt;
#Kick Boise&lt;br /&gt;
#Kick LA&lt;br /&gt;
#Kick Victoria&lt;br /&gt;
#Kicklabs&lt;br /&gt;
#Kinetiq Labs&lt;br /&gt;
#L-SPARK Accelerator&lt;br /&gt;
#LAUNCH incubator&lt;br /&gt;
#LAUNCHub&lt;br /&gt;
#LI TechCOMETS&lt;br /&gt;
#LabFunding Project Accelerator 2014&lt;br /&gt;
#Labs Venture Accelerator&lt;br /&gt;
#Launch Chapel Hill&lt;br /&gt;
#Launch Memphis&lt;br /&gt;
#LaunchBox Digital&lt;br /&gt;
#LaunchHouse&lt;br /&gt;
#LaunchPad PEI&lt;br /&gt;
#LaunchSpot&lt;br /&gt;
#Launch_Academy&lt;br /&gt;
#Launchpad Digital Health, LLC&lt;br /&gt;
#Launchpad LA&lt;br /&gt;
#Launchpad Long Island&lt;br /&gt;
#Le Camping&lt;br /&gt;
#Leading Entrepreneurial Accelerator Program&lt;br /&gt;
#Lean Launch Ventures&lt;br /&gt;
#LearnLaunchX&lt;br /&gt;
#Lemnos Labs&lt;br /&gt;
#Life Changing Labs&lt;br /&gt;
#LiftOff Health Incubator&lt;br /&gt;
#Lightbank Start&lt;br /&gt;
#LightningLab&lt;br /&gt;
#Lowe's Accelerator&lt;br /&gt;
#MACH37&lt;br /&gt;
#MACH37 Spring&lt;br /&gt;
#MIT SA+P venture accelerator&lt;br /&gt;
#MITA Institute Accelerator&lt;br /&gt;
#MTGx MediaFactory&lt;br /&gt;
#Mac6&lt;br /&gt;
#Madworks Governance Accelerator&lt;br /&gt;
#Maine Center for Entrepreneurial Development - Top Gun Program&lt;br /&gt;
#Matter&lt;br /&gt;
#Maven Ventures Fund &amp;amp; Incubator&lt;br /&gt;
#Media Camp&lt;br /&gt;
#Melbourne Accelerator Program&lt;br /&gt;
#Memphis BioWorks&lt;br /&gt;
#Merck Accelerator&lt;br /&gt;
#MergeLane 2017 Accelerator&lt;br /&gt;
#Mergelane&lt;br /&gt;
#Metavallon&lt;br /&gt;
#Microsoft Accelerator&lt;br /&gt;
#MindTheBridge&lt;br /&gt;
#Momentum&lt;br /&gt;
#MuckerLab&lt;br /&gt;
#Muru-D&lt;br /&gt;
#My5ive Accelerator 2016&lt;br /&gt;
#N-Motion (DUPLICATE)&lt;br /&gt;
#NDRC (LaunchPad / VentureLab)&lt;br /&gt;
#NEXT Dashboard&lt;br /&gt;
#NMotion&lt;br /&gt;
#NY Digital Health Accelerator&lt;br /&gt;
#NY Fashion Tech Lab 2017&lt;br /&gt;
#NYC ACRE&lt;br /&gt;
#NYC SeedStart&lt;br /&gt;
#Nashville Entrepreneur Center&lt;br /&gt;
#Nebula Shift&lt;br /&gt;
#Nephoscale IaaS&lt;br /&gt;
#Nest New York &lt;br /&gt;
#New Ventures Group&lt;br /&gt;
#New York Digital Health Accelerator (DUPLICATE)&lt;br /&gt;
#NewME Accelerator PopUps &lt;br /&gt;
#NewMe&lt;br /&gt;
#Next media accelerator&lt;br /&gt;
#NextHIT&lt;br /&gt;
#NextStart&lt;br /&gt;
#Nike+ Accelerator&lt;br /&gt;
#Northern Arizona Center for Entrepreneurship and Technology (NACET)&lt;br /&gt;
#Northern England&lt;br /&gt;
#Nxtp.labs&lt;br /&gt;
#OCTANe&lt;br /&gt;
#Oasis 500&lt;br /&gt;
#OpenFund&lt;br /&gt;
#Orange Fab&lt;br /&gt;
#Orange Works&lt;br /&gt;
#Orion Startups&lt;br /&gt;
#Oxygen Accelerator&lt;br /&gt;
#PIE&lt;br /&gt;
#Patriot Boot Camp&lt;br /&gt;
#Pearson Catalyst for Education&lt;br /&gt;
#Pipeline H2O&lt;br /&gt;
#Pitney Bowes Inc&lt;br /&gt;
#Plarium Labs&lt;br /&gt;
#Plug In South LA &lt;br /&gt;
#Plug and Play&lt;br /&gt;
#Plum Alley Investments 2016&lt;br /&gt;
#Points of Light Accelerator&lt;br /&gt;
#PowerHaus&lt;br /&gt;
#Preccelerator® Program 2016&lt;br /&gt;
#ProSiebenSat.1 Accelerator&lt;br /&gt;
#Project Entrepreneur 2016/17&lt;br /&gt;
#Project Healtchare&lt;br /&gt;
#Project Lift&lt;br /&gt;
#Project Music&lt;br /&gt;
#Project Skyway&lt;br /&gt;
#Propeller Venture Accelerator&lt;br /&gt;
#Prosper Capital Accelerator&lt;br /&gt;
#Proton Enterprises&lt;br /&gt;
#Pushstart Accelerator&lt;br /&gt;
#Qualcomm Robotics Accelerator&lt;br /&gt;
#Queen Creek Business Incubator&lt;br /&gt;
#R/GA Accelerator&lt;br /&gt;
#RAIN Incubator/Accelerator&lt;br /&gt;
#RJI Investment Group&lt;br /&gt;
#Reach&lt;br /&gt;
#RetailXelerator&lt;br /&gt;
#Rock Health&lt;br /&gt;
#Rocket Fuel Labs&lt;br /&gt;
#Rockstart Accelerator&lt;br /&gt;
#RunUp Labs&lt;br /&gt;
#Runway IoT Accelerator 2015&lt;br /&gt;
#SAP Startup Focus Program&lt;br /&gt;
#SKTA Innopartners Innovation Accelerator&lt;br /&gt;
#SPACELAB Tech Accelerator&lt;br /&gt;
#SPARK&lt;br /&gt;
#SPH Plug and Play&lt;br /&gt;
#SURF Incubator&lt;br /&gt;
#SaltMines Group Start-Up Studio&lt;br /&gt;
#ScaleTown&lt;br /&gt;
#Seamless IoT 2016&lt;br /&gt;
#Searchcamp&lt;br /&gt;
#Seed Hatchery&lt;br /&gt;
#SeedSpot&lt;br /&gt;
#SeedStartup&lt;br /&gt;
#SeedSumo&lt;br /&gt;
#Seedcamp&lt;br /&gt;
#Seedrocket&lt;br /&gt;
#Seeqnce&lt;br /&gt;
#Sequoia Apps&lt;br /&gt;
#Serval Ventures&lt;br /&gt;
#Shenzhen Valley Ventures Incubator&lt;br /&gt;
#Shoals Entrepreneurial Center&lt;br /&gt;
#Shopper Futures Accelerator&lt;br /&gt;
#Shotput Ventures&lt;br /&gt;
#Sid Martin Biotechnology Institute&lt;br /&gt;
#SigmaLabs Accelerator&lt;br /&gt;
#Silicon Valley Incubator &amp;amp; Accelerator&lt;br /&gt;
#SixThirty&lt;br /&gt;
#Sixers Innovation Lab&lt;br /&gt;
#Skywalker Accelerator&lt;br /&gt;
#SmartHealth Activator&lt;br /&gt;
#Smashd Labs&lt;br /&gt;
#SoCo Nexus Accelerator Spring 2017&lt;br /&gt;
#Social Enterprise Challenge&lt;br /&gt;
#Socratic Labs&lt;br /&gt;
#SparkLabs&lt;br /&gt;
#Sparkgap&lt;br /&gt;
#Sports Tank&lt;br /&gt;
#Springboard&lt;br /&gt;
#Sprint Accelerator&lt;br /&gt;
#Sprint Mobile Health Accelerator&lt;br /&gt;
#SproutBox&lt;br /&gt;
#SproutCamp&lt;br /&gt;
#Starburst Aerospace Accelerator&lt;br /&gt;
#Start Path Europe&lt;br /&gt;
#Start'inPost&lt;br /&gt;
#StartEngine&lt;br /&gt;
#StartFast Venture Accelerator&lt;br /&gt;
#Starta Accelerator Winter 2017&lt;br /&gt;
#Startl&lt;br /&gt;
#Startmate&lt;br /&gt;
#Startup Accelerator (DUPLICATE)&lt;br /&gt;
#Startup Front&lt;br /&gt;
#Startup Next &amp;amp; GAN&lt;br /&gt;
#Startup Orange County Accelerator&lt;br /&gt;
#Startup Runway&lt;br /&gt;
#Startup Wise Guys&lt;br /&gt;
#Startup Zone PEI&lt;br /&gt;
#Startup52X Accelerator&lt;br /&gt;
#StartupCity&lt;br /&gt;
#StartupHighway&lt;br /&gt;
#StartupHouse Foundry program&lt;br /&gt;
#StartupMinds Accelerator &lt;br /&gt;
#StartupYard&lt;br /&gt;
#Startupbootcamp&lt;br /&gt;
#Straight Shot&lt;br /&gt;
#Summer@Highland&lt;br /&gt;
#Surge&lt;br /&gt;
#SynBio axlr8r&lt;br /&gt;
#TEB Incubation &amp;amp; Acceleration Center&lt;br /&gt;
#THRIVE Accelerator III&lt;br /&gt;
#THRIVE Open Innovation (DUPLICATE)&lt;br /&gt;
#TIM#WCAP Accelerator&lt;br /&gt;
#TLabs&lt;br /&gt;
#TMCx Accelerator Digital Health 2017&lt;br /&gt;
#Tallwave&lt;br /&gt;
#Tampa Bay Innovation Center&lt;br /&gt;
#Tampa Bay Wave&lt;br /&gt;
#Tandem Mobile Accelerator&lt;br /&gt;
#Tech Nexus&lt;br /&gt;
#Tech Wildcatters&lt;br /&gt;
#Tech2020&lt;br /&gt;
#TechLaunch&lt;br /&gt;
#TechRanch&lt;br /&gt;
#TechSquareLabs&lt;br /&gt;
#Techstars&lt;br /&gt;
#Techstars Music&lt;br /&gt;
#Telenet Idealabs&lt;br /&gt;
#Telluride Venture Accelerator&lt;br /&gt;
#TenX&lt;br /&gt;
#The Alchemist Accelerator (DUPLICATE)&lt;br /&gt;
#The Ark&lt;br /&gt;
#The Bakery&lt;br /&gt;
#The Batchery&lt;br /&gt;
#The Brandery&lt;br /&gt;
#The Bridge&lt;br /&gt;
#The Center For Technology Enterprise &amp;amp; Development&lt;br /&gt;
#The Chaser&lt;br /&gt;
#The Company Lab (CO.LAB)&lt;br /&gt;
#The Draper FinTech Connection&lt;br /&gt;
#The Factory&lt;br /&gt;
#The Greatest Pitch&lt;br /&gt;
#The Harbor Accelerator&lt;br /&gt;
#The Incubator&lt;br /&gt;
#The Iron Yard&lt;br /&gt;
#The Mediapreneur Incubator&lt;br /&gt;
#The Morpheus&lt;br /&gt;
#The New York Venture Summit&lt;br /&gt;
#The Next Step: from idea to startup&lt;br /&gt;
#The Refinery&lt;br /&gt;
#The Unilever Foundry&lt;br /&gt;
#The Venture Center's Pre-Accelerator I&lt;br /&gt;
#The Vine OC&lt;br /&gt;
#The Vogt Awards&lt;br /&gt;
#The Yield Lab&lt;br /&gt;
#The eFactory Accelerator&lt;br /&gt;
#Think Big Partners Accelerator&lt;br /&gt;
#TiE Angels&lt;br /&gt;
#Tigerlabs Digital Health Accelerator&lt;br /&gt;
#Tolstoy Summer Camp&lt;br /&gt;
#TopSeedsLab&lt;br /&gt;
#Travel Startups Incubator&lt;br /&gt;
#Travelport Labs Accelerator&lt;br /&gt;
#Travelport Labs Incubator&lt;br /&gt;
#Triangle Startup Factory&lt;br /&gt;
#Tumml&lt;br /&gt;
#Tune Labs&lt;br /&gt;
#Twin Cities Accelerator 2016&lt;br /&gt;
#UW-Whitewater Launch Pad Accelerator&lt;br /&gt;
#Unbank.ventures FinTech Incubator&lt;br /&gt;
#University Technology Park&lt;br /&gt;
#Unreasonable Institute&lt;br /&gt;
#UpTech&lt;br /&gt;
#Upstart Accelerator&lt;br /&gt;
#Upstart Labs&lt;br /&gt;
#Upstart Memphis&lt;br /&gt;
#Uptima Business Bootcamp&lt;br /&gt;
#Upwest Labs&lt;br /&gt;
#VANTEC&lt;br /&gt;
#VC FinTech Accelerator&lt;br /&gt;
#Velocity Indiana Accelerator&lt;br /&gt;
#Venture Catalyst Partners&lt;br /&gt;
#Venture Hive&lt;br /&gt;
#Venture I&lt;br /&gt;
#VentureOut's  Enterprise Tech Expedition&lt;br /&gt;
#Venturegeeks&lt;br /&gt;
#Vet-Tech Accelerator&lt;br /&gt;
#VictorySpark&lt;br /&gt;
#Village88 Techlab&lt;br /&gt;
#Volkswagen ERL Technology Accelerator&lt;br /&gt;
#WHLabs&lt;br /&gt;
#Wasabi Ventures Academy&lt;br /&gt;
#Wayra&lt;br /&gt;
#Wellness Accelerator&lt;br /&gt;
#Wells Fargo Startup Accelerator&lt;br /&gt;
#Wireless IoT&lt;br /&gt;
#Women Innovate Mobile&lt;br /&gt;
#XLerateHealth&lt;br /&gt;
#XTRATOS&lt;br /&gt;
#Xlerate Health&lt;br /&gt;
#Y Combinator&lt;br /&gt;
#Y&amp;amp;R SparkPlug 2017&lt;br /&gt;
#YEurope&lt;br /&gt;
#YLE Media Startup Accelerator Program&lt;br /&gt;
#Yahoo Ad Tech Program&lt;br /&gt;
#Yangler (online accelerator)&lt;br /&gt;
#Year of the Startup&lt;br /&gt;
#Yetizen Accelerator&lt;br /&gt;
#You Is Now&lt;br /&gt;
#Z80 Labs&lt;br /&gt;
#ZIP Launchpad Admission&lt;br /&gt;
#ZeroTo510&lt;br /&gt;
#Zone Startups Calgary&lt;br /&gt;
#designX 2017&lt;br /&gt;
#eMerging Ventures&lt;br /&gt;
#ezone&lt;br /&gt;
#iStart Jax (DUPLICATE)&lt;br /&gt;
#iStart Valley&lt;br /&gt;
#iVentures10&lt;br /&gt;
#ignite100&lt;br /&gt;
#innovyz start&lt;br /&gt;
#tekMountain Accelerator&lt;br /&gt;
&lt;br /&gt;
=Project Summary=&lt;br /&gt;
This project will be used to determine which accelerators are the most effective at churning out successful startups, as well as what characteristics are exhibited by these accelerators. First, we need to gather as much data as we can about as many accelerators as we can in order to look at factors that differentiate successful vs. unsuccessful ventures. Next, we need to create a web crawling program which will gather information about accelerators across the world by accessing their websites and extracting information. I believe that our overall goal with this research project is to gain insight into the methods of successful accelerators, as well as to find out what exactly differentiates very successful accelerators from dead accelerators.&lt;br /&gt;
&lt;br /&gt;
Helpful Links: http://seedrankings.com/&lt;br /&gt;
&lt;br /&gt;
=Sources=&lt;br /&gt;
&lt;br /&gt;
Summary: These are sources obtained from [[List of Accelerators]], Crunchbase, and other Google searches. We will evaluate these sources by looking at the number of accelerators they supply (as most of them are lists) and then also taking a look at the type of information they provide about each accelerator. Key data points are cohort-related data, startup-related data, and logistics of the accelerator. Better sources supply more information that the URL alone.&lt;br /&gt;
&lt;br /&gt;
(Obtained from [[List of Accelerators]] and various Google searches)&lt;br /&gt;
*http://seedrankings.com/&lt;br /&gt;
*http://www.acceleratorinfo.com/see-all.html&lt;br /&gt;
*http://www.seed-db.com/accelerators&lt;br /&gt;
*http://gust.com/usa-canada-accelerator-report-2015/?utm_content=35401577&amp;amp;utm_medium=social&amp;amp;utm_source=twitter&lt;br /&gt;
*https://bostonstartupsguide.com/guide/every-boston-startup-accelerator-incubator/&lt;br /&gt;
*http://www.builtinnyc.com/2016/06/03/accelerators-incubators-nyc&lt;br /&gt;
*http://www.represent.la/&lt;br /&gt;
*http://www.launch.co/blog/complete-list-of-incubators-and-accelerators-like-y-combinat.html&lt;br /&gt;
*https://angel.co/accelerator-4 (Does not work - seems to be replaced by https://angel.co/companies?company_types[]=Incubator )&lt;br /&gt;
&lt;br /&gt;
(Obtained from Google search: &amp;quot;Accelerator Database&amp;quot;)&lt;br /&gt;
*seed-db is the first result that pops up&lt;br /&gt;
*https://www.corporate-accelerators.net/database/&lt;br /&gt;
*https://github.com/florianheinemann/www-corporate-accelerators-net/blob/master/_data/Accelerators.json&lt;br /&gt;
*By the 5th or 6th search result, the utility diminished greatly&lt;br /&gt;
*http://www.forbes.com/sites/briansolomon/2015/03/17/the-best-startup-accelerators-of-2015-powering-a-tech-boom/#2f52fa7e34e4&lt;br /&gt;
*http://www.inc.com/will-yakowicz/the-15-best-startup-accelerators-in-the-us.html&lt;br /&gt;
*http://www.forbes.com/sites/briansolomon/2016/03/11/the-best-startup-accelerators-of-2016/#74086a7724f2&lt;br /&gt;
*https://techcrunch.com/2015/03/17/these-are-the-top-20-us-accelerators/&lt;br /&gt;
*https://www.nexpcb.com/blogs/news/the-hardware-incubators-accelerators-list&lt;br /&gt;
&lt;br /&gt;
Other ways used to find Accelerators (listed below &amp;quot;List of Sources Obtained from Various Google Searches&amp;quot;):&lt;br /&gt;
*Type in generic location + &amp;quot;accelerators&amp;quot; (e.g. Houston Accelerators)&lt;br /&gt;
:*Looked at roughly the first 20 results&lt;br /&gt;
:*Used three locations as examples of accelerators that pop up&lt;br /&gt;
*Type in a specific state + &amp;quot;accelerator&amp;quot; + &amp;quot;list&amp;quot; (e.g. Texas accelerator list) to search for more relevant lists&lt;br /&gt;
:*Once again, looked at roughly the first 20 results&lt;br /&gt;
*Crunchbase has its own webpage with instructions for how we retrieve the data&lt;br /&gt;
&lt;br /&gt;
=Source Evaluations=&lt;br /&gt;
&lt;br /&gt;
Summary: These evaluations couple with each of the sources above. The evaluations provide instructions for obtaining the information listed, as well as a general review of how useful the data seems. The review serves to determine whether a crawler would be suitable for obtaining information from the source autonomously.&lt;br /&gt;
&lt;br /&gt;
==SOURCE: Crunchbase==&lt;br /&gt;
*All of the information for the Crunchbase documentation is located in the page [[Crunchbase 2013 Snapshot]] webpage, along with the documentation for how we determined the accelerator information.&lt;br /&gt;
&lt;br /&gt;
==Source: http://www.acceleratorinfo.com/see-all.html==&lt;br /&gt;
#Opened source website&lt;br /&gt;
#Copied Information under &amp;quot;All Accelerator Programs&amp;quot; to TextPad, already sorted. Returned 190 results&lt;br /&gt;
#Each link on parent list leads to individual '''home page url''' of accelerator&lt;br /&gt;
:*Used sample size of 20 links, determined 16 to be accelerators, 2 to be incubators, 2 to be inactive or broken links&lt;br /&gt;
:*Many accelerators do not include founding date, most recent accelerators from around 2013-2014 (as determined from home page)&lt;br /&gt;
===Review===&lt;br /&gt;
*Reliable source for specific URLs to older accelerators, not very helpful for more specific information.&lt;br /&gt;
*Web crawling seems improbable because information is not readily available from source. Can potentially mine staff information or contact information from associated &amp;quot;about&amp;quot; page in the home url&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Source: http://www.seed-db.com/accelerators==&lt;br /&gt;
#Copied &amp;quot;Seed Accelerators&amp;quot; table to TextPad, data sorted itself into lines. Returned 235 results.&lt;br /&gt;
#Clicking on the accelerator name itself links to a page with all of its associated startups, up until 6/2016 cohort&lt;br /&gt;
::*Startup table includes:&lt;br /&gt;
::# &amp;quot;state&amp;quot;&lt;br /&gt;
::# &amp;quot;company name&amp;quot;&lt;br /&gt;
::# &amp;quot;website and CrunchBase links&amp;quot;&lt;br /&gt;
::# &amp;quot;cohort date&amp;quot;&lt;br /&gt;
::#&amp;quot;exit value&amp;quot;&lt;br /&gt;
::#&amp;quot;funding&amp;quot;. &lt;br /&gt;
:::Many entries for &amp;quot;exit value&amp;quot; are missing, some values for &amp;quot;funding&amp;quot; are missing&lt;br /&gt;
:On original seed-db webpage, each accelerator has a link to its associated home page url&lt;br /&gt;
::*From the table, each listed entry was an accelerator, although 24 accelerators out of 235 were classified as &amp;quot;dead&amp;quot;&lt;br /&gt;
::*Along with the home url, each accelerator table includes the following:&lt;br /&gt;
::#Status&lt;br /&gt;
::#Program (name)&lt;br /&gt;
::#Location&lt;br /&gt;
::#Country&lt;br /&gt;
::#Number of companies&lt;br /&gt;
::#Cumulative exit values&lt;br /&gt;
::#Cumulative funding &lt;br /&gt;
::#Average funding for startups&lt;br /&gt;
::#Median funding for startups&lt;br /&gt;
:::Many entries for &amp;quot;median funding&amp;quot; are left empty, as well as entries for all types of funding on the bottom half of the table&lt;br /&gt;
===Review===&lt;br /&gt;
*Reliable source for accelerators, includes list of accelerators both dead and active, as well as their associated start-ups&lt;br /&gt;
*Web crawling potential is promising; startup table is located within the source for each webpage. Can also mine any category from the accelerator table&lt;br /&gt;
*Overall very extensive data for accelerators that are included on the list, but after cross-referencing from other sources shows that seed-db is lacking many newer accelerators; list is not all-inclusive.&lt;br /&gt;
*Includes regional distributions for accelerator groups as well. For example, rather than just &amp;quot;Techstars&amp;quot;, the group is broken into Austin, Berlin, Boston, Boulder, etc.&lt;br /&gt;
&lt;br /&gt;
==Source: http://www.seed-db.com/accelerators==&lt;br /&gt;
:Very similar to &amp;quot;http://www.seed-db.com/accelerators/all&amp;quot;, but contains large regional accelerators as groups, rather than individual accelerators. For example, Techstars appears only once.&lt;br /&gt;
#Copied &amp;quot;Seed Accelerators&amp;quot; table to TextPad, data sorted itself into lines. Returned 239 results.&lt;br /&gt;
#Clicking on the accelerator name itself links to a page with all of its associated startups, up until 6/2016 cohort&lt;br /&gt;
::*Startup table includes same information as previous source, &amp;quot;http://www.seed-db.com/accelerators/all&amp;quot;. However, accelerators spanning across multiple regions have their startups located under one category on this webpage.&lt;br /&gt;
:On original seed-db webpage, each accelerator has a link to its associated home page url&lt;br /&gt;
::*From the table, each listed entry was an accelerator, although 24 accelerators/groups out of 239 were classified as &amp;quot;dead&amp;quot;&lt;br /&gt;
::*Along with the home url, each accelerator table includes the same information as the &amp;quot;http://www.seed-db.com/accelerators/all&amp;quot; source&lt;br /&gt;
===Review===&lt;br /&gt;
*Reliable source for accelerators, includes list of accelerators both dead and active, as well as their associated start-ups&lt;br /&gt;
*Web crawling potential is promising; startup table is located within the source for each webpage. Can also mine any category from the accelerator table&lt;br /&gt;
*Overall very extensive data for accelerators that are included on the list, includes large groups as well as individual accelerators. It seems that some accelerators missing from &amp;quot;http://www.seed-db.com/accelerators/all&amp;quot; are located here, since there are 239 returns rather than 235.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Source: https://www.f6s.com/programs?type==&lt;br /&gt;
#On the webpage, set &amp;quot;Type&amp;quot; to &amp;quot;Accelerator/Program&amp;quot;, set &amp;quot;Location&amp;quot; to &amp;quot;North America&amp;quot;, and set &amp;quot;Invest in Country&amp;quot; to &amp;quot;United States&amp;quot; to return results&lt;br /&gt;
#Highlighted results and scrolled down until all results found; copied results to TextPad&lt;br /&gt;
#In TextPad, sorted out lines with &amp;quot;by&amp;quot;, as well as miscellaneous categories such as dates and dollar signs through Regular Expressions&lt;br /&gt;
#Using the &amp;quot;More Info&amp;quot; line which held constant through the entire list, assigned a sequential number to the line (in order to determine the number of results)&lt;br /&gt;
::*Obtained a grand total of 1467 results from the list&lt;br /&gt;
::*Along with the name of the program/accelerator, the data included:&lt;br /&gt;
::#Dollar value per team&lt;br /&gt;
::#Equity&lt;br /&gt;
::#Application Site&lt;br /&gt;
::#Accelerator URL&lt;br /&gt;
::*Many entries are not accelerators, from a quick glance through the results, there were various conferences, 3-5 days events, and written literature pertaining to accelerators as well&lt;br /&gt;
::*From a sample size of the first 30 entries, determined 10 to be valid accelerators, 3 incubators, 6 conferences/weekends, and the rest to be miscellaneous entries such as startup events or &amp;quot;studios&amp;quot; (perhaps useful but not relevant to search)&lt;br /&gt;
::*As we go down the list, the number of accelerators proportionately decreases. Can comfortably say that overall accelerator turnout from this website is much less than 33%, probably closer to 10-15%.&lt;br /&gt;
===Review===&lt;br /&gt;
*Potentially useful website if crawler could remove the clutter and target solely the accelerators; very useful for identifying new accelerators since data automatically sorted by date and location.&lt;br /&gt;
*Large list of sources includes many irrelevant results, such as conferences or weekends which are difficult to identify. The name of the sorting category itself, &amp;quot;Accelerator/Program&amp;quot; suggests that many of the results fall under the &amp;quot;Program&amp;quot; section rather than being valid accelerators.&lt;br /&gt;
*Potential site for identifying accelerators, but limited by in-site sorting; useful for URL and perhaps equity, but not very detailed information relating to the accelerator/program.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Source: http://gust.com/usa-canada-accelerator-report-2015/==&lt;br /&gt;
#Selected region of US and Canada&lt;br /&gt;
#Scrolled down to the section labeled &amp;quot;Top 20 Active Accelerators&amp;quot; and selected &amp;quot;see the full list&amp;quot; near the bottom of the listed accelerators&lt;br /&gt;
#Copied resulting entries into TextPad and sorted out the numbers to leave only the name of the accelerator&lt;br /&gt;
::*Obtained 100 results for different accelerators&lt;br /&gt;
::*Accelerator lists included:&lt;br /&gt;
::#Name and URL&lt;br /&gt;
::#Number of Start-ups funded (2015 only)&lt;br /&gt;
::*Accelerator list limited to 2015&lt;br /&gt;
===Review===&lt;br /&gt;
*Website provides its own evaluation of an accelerator's success based on various factors and provides data for larger trends.&lt;br /&gt;
*Usefulness is questionable because website does not provide much except the URL, and all of the entries are based on success in 2015.&lt;br /&gt;
*Other interesting data within website such as &amp;quot;Hot Markets&amp;quot;, investment breakdowns by state, etc. All of this data is also limited to 2015.&lt;br /&gt;
&lt;br /&gt;
==Source: https://bostonstartupsguide.com/guide/every-boston-startup-accelerator-incubator/==&lt;br /&gt;
#Scrolled down to the section labeled &amp;quot;Startup accelerators in Boston&amp;quot;&lt;br /&gt;
#Copied text beginning from &amp;quot;MassChallenge&amp;quot; (the first paragraph was just a general definition of startups) and continued to copy until &amp;quot;Startup Incubators in Boston&amp;quot;&lt;br /&gt;
#After pasting in TextPad, I sorted the data to delete any characters after the &amp;quot;-&amp;quot; and added a sequential number at the beginning of each line&lt;br /&gt;
::*Returned a total of 17 results for startups in Boston&lt;br /&gt;
::*Accelerator list included:&lt;br /&gt;
::#Name and URL&lt;br /&gt;
::#Capital requirements&lt;br /&gt;
::#Application periods and requirements&lt;br /&gt;
::#Paragraph describing accelerator and its goals&lt;br /&gt;
===Review===&lt;br /&gt;
*Although the guide is dated, useful for identifying strong accelerator programs in Boston&lt;br /&gt;
*Limitation: only focuses on Boston, but the description is helpful in identifying the role of the accelerator&lt;br /&gt;
*Limited information on accelerator, not very useful by itself without information from the accelerator URL&lt;br /&gt;
&lt;br /&gt;
==Source: https://www.corporate-accelerators.net/database/==&lt;br /&gt;
#Copied and pasted table into Microsoft Excel (Data was already sorted into categories so no need for TextPad)&lt;br /&gt;
#Table returned 72 references (but there was a link to the bottom to a larger database)&lt;br /&gt;
::*The table itself includes:&lt;br /&gt;
::#Major Company&lt;br /&gt;
::#Accelerator&lt;br /&gt;
::#Funding&lt;br /&gt;
::#Equity&lt;br /&gt;
::#Website&lt;br /&gt;
::#Details&lt;br /&gt;
::*The &amp;quot;Details&amp;quot; link led to a variety of other information including:&lt;br /&gt;
::#Status (Active or Inactive)&lt;br /&gt;
::#Locations&lt;br /&gt;
::#Funding&lt;br /&gt;
::#Equity&lt;br /&gt;
::#Term&lt;br /&gt;
::#Cohort Based? (Regular or Irregular)&lt;br /&gt;
::#Pitch Day&lt;br /&gt;
::#Office Space&lt;br /&gt;
::#Powered by&lt;br /&gt;
::#Support Offered?&lt;br /&gt;
::#Launch year&lt;br /&gt;
::#Focus Areas&lt;br /&gt;
::#General Description&lt;br /&gt;
::*Also Included a variety of data regarding the host company as well&lt;br /&gt;
===Review===&lt;br /&gt;
*Solid list for corporate accelerators and also includes a variety of information about the accelerator, the cohorts, etc. Some of the entries are international accelerators however so need to filter them out&lt;br /&gt;
*Only limited to 72 accelerators from major companies&lt;br /&gt;
&lt;br /&gt;
==Source: https://github.com/florianheinemann/www-corporate-accelerators-net/blob/master/_data/Accelerators.json==&lt;br /&gt;
#This source is a .json file from the previous database&lt;br /&gt;
#After placing into TextPad, replaced each space with a ###, replaced each new line with a tab, and replaced each ### with a new line. Ultimately returned 80 results&lt;br /&gt;
::*From the file, the .json includes:&lt;br /&gt;
::#NAICS and NAICS sector &lt;br /&gt;
::#Classification&lt;br /&gt;
::#Sector Description&lt;br /&gt;
::#Term&lt;br /&gt;
::#Goal&lt;br /&gt;
::#Partner&lt;br /&gt;
::*Also includes most of the information from the previous source, since they are undoubtedly linked&lt;br /&gt;
===Review===&lt;br /&gt;
*Another solid list for corporate accelerators with some more information, but ultimately very similar to the previous source.&lt;br /&gt;
&lt;br /&gt;
==Source: https://www.quora.com/Where-can-I-find-a-comprehensive-list-of-startup-incubators-and-accelerators-in-the-US==&lt;br /&gt;
#Since we already looked at the first listed source (seed-db), I clicked on the second link &amp;quot;(by Robert Shedd) http://blog.shedd.us/321987608/&amp;quot; which took me to a page headed &amp;quot;Help for Startups! – A semi-complete list of startup accelerator programs&amp;quot; created by a blogger, Robert Shedd&lt;br /&gt;
#List included 102 entries by the blogger, each of which do look like an accelerator&lt;br /&gt;
::*Upon immediate overview, noticed many results from previous sources were missing. Immediately noticed lack of &amp;quot;OwlSpark&amp;quot;, the accelerator from Rice.&lt;br /&gt;
::*Shedd only offers us the accelerator name plus its URL&lt;br /&gt;
===Review===&lt;br /&gt;
*Nice list to cross-reference with other sources but does not offer much new insight compared to more powerful engines such as seed-db\&lt;br /&gt;
&lt;br /&gt;
=List of Sources Obtained from Various Google Searches=&lt;br /&gt;
&lt;br /&gt;
Summary: These accelerators are taken from a specific Google search rather than a list. The idea is to compile a list of Google searches that return relevant results of accelerators. This will aid in the creation of a future web crawler.&lt;br /&gt;
&lt;br /&gt;
==From &amp;quot;Location + Accelerator&amp;quot;(Only individual results, not lists)==&lt;br /&gt;
===Houston Accelerators===&lt;br /&gt;
*Examples of single accelerators found&lt;br /&gt;
:#TMCx: http://www.tmc.edu/innovation/innovation-programs/tmcx/&lt;br /&gt;
:#RED labs: http://redlabs.uh.edu/&lt;br /&gt;
:#SURGE accelerator: https://kirkcoburn.com/&lt;br /&gt;
:#OwlSpark: http://owlspark.com/&lt;br /&gt;
:#NextHIT: http://www.houstonhealthventures.com/nexthit-accelerator-program-application/&lt;br /&gt;
&lt;br /&gt;
===Los Angeles Accelerators===&lt;br /&gt;
:#Amplify: http://amplify.la/&lt;br /&gt;
:#Y Combinator: https://www.ycombinator.com/&lt;br /&gt;
:#Chicklabs: https://www.chicklabsllc.com/&lt;br /&gt;
:#Disney Accelerator: https://disneyaccelerator.com/&lt;br /&gt;
:#Launchpad: https://launchpad.la/&lt;br /&gt;
===New York Accelerators===&lt;br /&gt;
:#DreamIT Ventures: http://www.dreamit.com/#meaningful-experience&lt;br /&gt;
:#Women Innovate Mobile: http://www.wim.co/&lt;br /&gt;
:#Techstars NYC: http://www.techstars.com/programs/nyc-program/&lt;br /&gt;
:#Entrepreneurs Roundtable: http://eranyc.com/&lt;br /&gt;
:#FirstGrowthVC: http://venturecrush.com/fg/&lt;br /&gt;
:#New York Digital Health Accelerator: http://digitalhealthaccelerator.com/&lt;br /&gt;
:#Grand Central Tech: http://www.grandcentraltech.com/&lt;br /&gt;
:#Accelerator Corp: http://www.acceleratorcorp.com/&lt;br /&gt;
:#New York Startup Lab: http://nystartuplab.com/&lt;br /&gt;
===Review===&lt;br /&gt;
*Some locations return more viable results for a similar sample size. For example, New York returned 9 valid accelerators, whereas Los Angeles and Houston both returned 5 actual accelerators out of the first 20 results: an 80% difference. Some optimization may come from identifying which locations return more accelerators upon searching.&lt;br /&gt;
&lt;br /&gt;
==From &amp;quot;State+Accelerator+List&amp;quot;==&lt;br /&gt;
===New York Accelerator List===&lt;br /&gt;
*http://www.ongridventures.com/resources/new-york-silicon-alley-resources/newyorkaccelerators/ (Ranks 14 accelerators)&lt;br /&gt;
*http://under30ceo.com/11-new-york-tech-incubators-and-accelerators-for-entrepreneurs/ (Ranks 11 accelerators)&lt;br /&gt;
===California Accelerator List===&lt;br /&gt;
*http://www.socaltech.com/the_complete_guide_to_southern_california_accelerators_and_incubators_part_i/s-0040924.html (Lists accelerators in Southern Cali)&lt;br /&gt;
*http://barberacorporatelaw.com/blog/2014/4/8/28-business-incubators-in-the-los-angeles-area (List of 24 accelerators near the LA area)&lt;br /&gt;
===Texas Accelerator List===&lt;br /&gt;
*http://www.austinstartuplist.com/incubators (List of accelerators in Austin, &amp;lt;5 results)&lt;br /&gt;
*http://www.siliconhillsnews.com/2016/09/02/the-top-texas-healthcare-accelerators-and-incubators/ (Modest list of accelerators aiding in healthcare)&lt;br /&gt;
*http://realfoodmba.com/food-startup-accelerators/ (List of food-based accelerators, some of which are in Austin, others of which are international)&lt;br /&gt;
===Colorado Accelerator List===&lt;br /&gt;
*http://www.builtincolorado.com/2015/01/14/best-colorado-accelerators-your-startup (8 results)&lt;br /&gt;
*https://www.quora.com/What-accelerator-programs-are-located-in-Colorado (Quora inquiry yielding modest results)&lt;br /&gt;
===Washington Accelerator List===&lt;br /&gt;
*http://www.geekwire.com/2015/mapping-seattles-incubators-accelerators-and-co-working-spaces/ (Returns 14 results)&lt;br /&gt;
===Oregon Accelerator List===&lt;br /&gt;
*http://www.bizjournals.com/portland/subscriber-only/2016/01/15/incubators-and-accelerators.html (Returns list of 5 accelerators and details)&lt;br /&gt;
*http://www.oregon4biz.com/Innovate-&amp;amp;-Create/R&amp;amp;D-Business/Incubators/ (Returns list of 26 accelerators and incubators)&lt;br /&gt;
&lt;br /&gt;
Notes:&lt;br /&gt;
*Seed-DB appears for almost all of the search results&lt;br /&gt;
*Acceleratorinfo appears for most of the search results&lt;br /&gt;
*There are multiple cumulative reports of incubators per location, but not for accelerators&lt;br /&gt;
*Most regionalized accelerator lists deal with either an article or a ranking of a particular amount of accelerators in the area&lt;br /&gt;
*Many results returned nationally ranked lists of accelerators, such as the Forbes list of &amp;quot;Top Accelerators&amp;quot; or something along the lines of &amp;quot;Best Accelerators in the US&amp;quot;. The connection is that perhaps one accelerator mentioned on the list may be located within the searched state.&lt;br /&gt;
*There are also a few results for actual particle accelerators that must be sorted out (i.e. superconducting super collider)&lt;br /&gt;
&lt;br /&gt;
==Found through google searching accelerators found previously==&lt;br /&gt;
'''Found from googling YLE Media Startup Accelerator'''&lt;br /&gt;
*https://www.corporate-accelerators.net/database/index.html (DB of Corporate Accelerators 71-79 entries)&lt;br /&gt;
*http://startupaccelerator.vc/accelerator-corporate-innovation-sig/ (Database of Accelerators and Corporate Innovation 92 entries)&lt;br /&gt;
neither of these have had their entries added to list of accelerators&lt;br /&gt;
&lt;br /&gt;
=Individual Accelerator Evaluations=&lt;br /&gt;
Summary: The purpose of this section is to create instructions for each accelerator on how to find cohort information from their URLs. Along with specific instructions for obtaining the cohorts for each accelerator chosen, there should be a list of easy-to-obtain and relevant statistics regarding the accelerator, such as information about its team, location, etc. The variable statistics list is cumulative, whereas the cohort directions are unique per the accelerator.&lt;br /&gt;
&lt;br /&gt;
==Accelerators Chosen (Format = Name (source))==&lt;br /&gt;
#Blue Startups (http://www.acceleratorinfo.com/see-all.html)&lt;br /&gt;
#Launchpad LA (http://www.acceleratorinfo.com/see-all.html)&lt;br /&gt;
#Y Combinator (http://www.seed-db.com/accelerators)&lt;br /&gt;
#FlashPoint (http://www.seed-db.com/accelerators/all)&lt;br /&gt;
#Prosper Accelerator (https://www.f6s.com/programs?type)&lt;br /&gt;
#Axel Springer Plug and Play (http://www.axelspringerplugandplay.com/)&lt;br /&gt;
#Techstars (http://www.seed-db.com/accelerators)&lt;br /&gt;
#Startmate (http://www.seed-db.com/accelerators)&lt;br /&gt;
#Capital Factory (http://blog.shedd.us/321987608/)&lt;br /&gt;
#OwlSpark (Google search: &amp;quot;Houston + accelerators&amp;quot;)&lt;br /&gt;
&lt;br /&gt;
==Accelerator: Blue Startups (http://bluestartups.com/)==&lt;br /&gt;
Finding the cohort:&lt;br /&gt;
#Navigated to &amp;quot;Track Record&amp;quot; page under the &amp;quot;Home&amp;quot; tab; found total number of graduated cohorts to be 7&lt;br /&gt;
#Navigated to &amp;quot;Portfolio&amp;quot; tab. Tab includes list of all seven graduated cohorts along with companies emerging from each one. Each cohort is listed under a separate page (ex. &amp;quot;Cohort 1&amp;quot;, &amp;quot;Cohort 2&amp;quot;, etc) and at the bottom of each cohort page, there is a link to the other 6. Each company has a short description along with its URL.&lt;br /&gt;
#An &amp;quot;Alumni News&amp;quot; page at the bottom of &amp;quot;Portfolio&amp;quot; includes articles pertinent to graduated startups.&lt;br /&gt;
#Unfortunately does not include the date and year of each cohort class, but perhaps could cross-reference with other sources.&lt;br /&gt;
&lt;br /&gt;
==Accelerator: Launchpad LA (http://launchpad.la/)==&lt;br /&gt;
Finding the cohort:&lt;br /&gt;
#Navigated to &amp;quot;Companies&amp;quot; in the top of the homepage&lt;br /&gt;
#&amp;quot;Companies&amp;quot; returns all companies backed by Launchpad LA based on their class year and number (cohort)&lt;br /&gt;
#:*Also sorted by active startups vs. inactive startups&lt;br /&gt;
#At the bottom of the &amp;quot;Companies&amp;quot; tab, there is a statistical layout returning values for the number of companies started by Launchpad during its time as an accelerator (2012-present), as well as the total funding funneled into the accelerator.&lt;br /&gt;
&lt;br /&gt;
==Accelerator: Y Combinator (http://www.ycombinator.com)==&lt;br /&gt;
Finding the cohort:&lt;br /&gt;
#Scrolled down on the home page and clicked on a link entitled &amp;quot;See all companies&amp;quot;.&lt;br /&gt;
#Navigated to a drop down menu named &amp;quot;All Batches&amp;quot;, and clicked on it to expand the list.&lt;br /&gt;
#List is made up of dates ranging from 2005-2016, and these dates return lists of launched companies including most but not all of their URL's, as well as their launch year.&lt;br /&gt;
&lt;br /&gt;
==Accelerator: Flashpoint (http://flashpoint.gatech.edu/)==&lt;br /&gt;
Finding the cohort:&lt;br /&gt;
#On upper right corner after animation, there is a tab sign which lets you navigate to a page labeled &amp;quot;Teams&amp;quot;&lt;br /&gt;
#The &amp;quot;Team&amp;quot; page has each batch of companies emerging from Georgia Tech, although it does not include the dates or cohorts of these companies. For example, &amp;quot;Batch 1&amp;quot; at the top of the page just lists the companies in the batch without URLs or any additional information.&lt;br /&gt;
#On the &amp;quot;Application&amp;quot; page on the tab near the top, there is information regarding Batch 7, which begins early 2017. Suggests that batch 6 either ended spring 2016 or fall 2016.&lt;br /&gt;
&lt;br /&gt;
==Accelerator: Prosper Women Entrepreneurs (http://www.prosperstl.com)==&lt;br /&gt;
Finding the cohort:&lt;br /&gt;
#Navigated to &amp;quot;Accelerator&amp;quot; tab and clicked &amp;quot;Companies&amp;quot; when prompted with the drop down menu.&lt;br /&gt;
#This tab returned all of the launched company logos which then redirected to the company's home page when clicked.&lt;br /&gt;
#No other relevant form of information such as date launched or cohort was included on this page.&lt;br /&gt;
&lt;br /&gt;
==Accelerator: Axel Springer Plug and Play(http://www.axelspringerplugandplay.com/)==&lt;br /&gt;
Finding the cohort:&lt;br /&gt;
#Clicked on the &amp;quot;Companies&amp;quot; tab on the home page and was directed to the middle of the page which included a short list of current companies.&lt;br /&gt;
#Clicked on the &amp;quot;All Companies&amp;quot; link which returned a page filled with startup logos and brief descriptions of those startups. When clicked, each logo serves to redirect to that startup's home page.&lt;br /&gt;
#Companies were not sorted by cohort or in any other relevant way.&lt;br /&gt;
&lt;br /&gt;
==Accelerator: Techstars (http://www.techstars.com)==&lt;br /&gt;
Finding the cohorts:&lt;br /&gt;
#Navigated to the Accelerators tabs and clicked &amp;quot;Companies&amp;quot; on the drop down menu.&lt;br /&gt;
#Firstly, this returns a table comprised of a long list of different classes from different areas separated by years.&lt;br /&gt;
#Upon scrolling down further, each of these classes is broken down by the startups that graduated from them. It also includes information such as how much was invested in each startup, as well as whether or not the startup was acquired, is active, or failed.&lt;br /&gt;
&lt;br /&gt;
==Accelerator: Startmate (http://www.startmate.com.au)==&lt;br /&gt;
Finding the cohorts:&lt;br /&gt;
#Navigated to the &amp;quot;Startups&amp;quot; tab, which returned a page of all startups that have graduated from Startmate.&lt;br /&gt;
#Startups are separated by year of graduation, and each company is linked on this page.&lt;br /&gt;
#It appears as if each year, 1 cohort is taken through the accelerator.&lt;br /&gt;
&lt;br /&gt;
==Accelerator: Capital Factory (https://capitalfactory.com/accelerate/)==&lt;br /&gt;
Finding the cohorts:&lt;br /&gt;
#Navigated to the startups tab, which returned a long list of companies that were accelerated by Capital Factory.&lt;br /&gt;
#Each logo for the startups served as a link to their respective websites.&lt;br /&gt;
#There was no evidence or mention of any cohorts.&lt;br /&gt;
&lt;br /&gt;
==Accelerator: OwlSpark (http://entrepreneurship.rice.edu/accelerator/)==&lt;br /&gt;
Finding the cohorts:&lt;br /&gt;
#Navigated to the &amp;quot;Startup Teams&amp;quot; tab, which returned a page that included links to 4 &amp;quot;Classes&amp;quot;.&lt;br /&gt;
#Each class link i.e. (Class 1, Class 2, Class 3, Class 4) returned links to each startup that graduated from the program.&lt;br /&gt;
#These classes signify cohorts.&lt;br /&gt;
&lt;br /&gt;
==List of Promising Variables==&lt;br /&gt;
*Key People (founders, lead entrepreneurs, strategists, etc.)&lt;br /&gt;
*Total number of launched companies&lt;br /&gt;
*A FAQ for application details, accelerator vision, and &lt;br /&gt;
*Funds raised per company (average)&lt;br /&gt;
*Features offered by accelerator (perks, space, tools, etc)&lt;br /&gt;
*General events hosted by the accelerator&lt;br /&gt;
*(Success) stories for graduated start-ups&lt;br /&gt;
&lt;br /&gt;
=E-R Diagram (in list form) for Identifying Attributes to Pull from Accelerators=&lt;br /&gt;
Summary: I will look at different entities within the accelerator page (e.g accelerators, cohorts, founders) and then find potential attributes that can be codified from those entities. Along with the attribute, we list a potential method for pulling that particular attribute. &lt;br /&gt;
&lt;br /&gt;
Format: &lt;br /&gt;
:&amp;lt;u&amp;gt;Entity&amp;lt;/u&amp;gt;&lt;br /&gt;
:*Attribute - Possible sources/ways to get&lt;br /&gt;
&lt;br /&gt;
Ed: &amp;quot;Be creative with finding new attributes to pull!&amp;quot;&lt;br /&gt;
&lt;br /&gt;
==List==&lt;br /&gt;
&amp;lt;u&amp;gt;Accelerators&amp;lt;/u&amp;gt;&lt;br /&gt;
*Accelerator Name - Website, external database&lt;br /&gt;
*Contact Form - General contact section in each website &lt;br /&gt;
*Industry focus - can be pulled from description&lt;br /&gt;
*Description - pulled from website itself&lt;br /&gt;
*Takes equity? - Database or from &amp;quot;about&amp;quot; page&lt;br /&gt;
*Non-profit? - Database&lt;br /&gt;
*URL - Already have way of obtaining&lt;br /&gt;
*DNS Registration Date - Already have way of obtaining&lt;br /&gt;
*Address - Google Maps, maybe the website&lt;br /&gt;
*Founding Date - Google Maps, website, server registration&lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Accelerators&amp;lt;/u&amp;gt; (1) has (n) &amp;lt;u&amp;gt;Features&amp;lt;/u&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Features&amp;lt;/u&amp;gt;&lt;br /&gt;
*Mentorship? - Description in website&lt;br /&gt;
*Space Offered - Google Maps, Website description&lt;br /&gt;
*Partnerships - Angel list, Same section as mentorship or events&lt;br /&gt;
*Hosted Events - Calender&lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Accelerators&amp;lt;/u&amp;gt; (1) has (n) &amp;lt;u&amp;gt;Founders&amp;lt;/u&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Founders&amp;lt;/u&amp;gt;&lt;br /&gt;
*Name - Founders or Team Page&lt;br /&gt;
*Title - Directly underneath or next to name&lt;br /&gt;
*PhD? - Biography, webpage under name&lt;br /&gt;
*Serial - Biography&lt;br /&gt;
*Link back to &amp;quot;Accelerator Name&amp;quot; in &amp;lt;u&amp;gt;Accelerators&amp;lt;/u&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Founders&amp;lt;/u&amp;gt; (n) has (n) &amp;lt;u&amp;gt;Ventures&amp;lt;/u&amp;gt; &lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Ventures&amp;lt;/u&amp;gt;&lt;br /&gt;
*Other Companies - Biography, webpage&lt;br /&gt;
*Previous Companies - Biography&lt;br /&gt;
*Net Worth - Forbes, Biography&lt;br /&gt;
*Link back to &amp;quot;Name&amp;quot; in &amp;lt;u&amp;gt;Founders&amp;lt;/u&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Accelerators&amp;lt;/u&amp;gt; (1) has (n) &amp;lt;u&amp;gt;Cohorts&amp;lt;/u&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Cohorts&amp;lt;/u&amp;gt;&lt;br /&gt;
*Date + Accelerator = Cohort ID - Database or Website&lt;br /&gt;
*Number of Startups - Website, count from &amp;lt;u&amp;gt;Startups&amp;lt;/u&amp;gt;&lt;br /&gt;
*Cohort Number - Categorization on website, external database&lt;br /&gt;
*Link back to &amp;quot;Accelerator Name&amp;quot;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Cohorts&amp;lt;/u&amp;gt; (1) has (n) &amp;lt;u&amp;gt;Startups&amp;lt;/u&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Startups&amp;lt;/u&amp;gt;&lt;br /&gt;
*Names - Website, external database&lt;br /&gt;
*State of Inc - Angel List&lt;br /&gt;
*URL - Angel List, website&lt;br /&gt;
*Founding Date - Registration database, Angel List&lt;br /&gt;
*Industry - startup description&lt;br /&gt;
*Founding Location - Angel List&lt;br /&gt;
*Current Location - Angel List&lt;br /&gt;
*VC Raised to Date - SDC Platinum&lt;br /&gt;
*Angel Funds Raised to date - Angel List&lt;br /&gt;
&lt;br /&gt;
==Variables which Distinguish Accelerator Websites==&lt;br /&gt;
*The word &amp;quot;Accelerator&amp;quot;&lt;br /&gt;
**This word appears at least one time on the home page of the vast majority of accelerator websites. The word &amp;quot;Accelerator&amp;quot; appears either as a link to another page on the website or in a title on the homepage of the website. Not many other websites contain this word on their homepage, especially not if one Googles something generic such as &amp;quot;Accelerators in the US&amp;quot;.&lt;br /&gt;
&lt;br /&gt;
*Fixed Term&lt;br /&gt;
**Accelerators normally work with their cohorts for 3 months. This is a major factor which differentiates between an accelerator and any other member of a startup ecosystem. If on their website they mention either &amp;quot;3 months&amp;quot; or &amp;quot;12 weeks&amp;quot;, it is extremely likely that the website belongs to an accelerator.&lt;br /&gt;
&lt;br /&gt;
*Cohorts, Portfolio, Class, or Companies&lt;br /&gt;
**This is a potential variable that could link the websites of many different accelerators. The problem with the word &amp;quot;portfolio&amp;quot; is also used by numerous venture capital firms, which could potentially cause complications when attempting to pull only the sites of accelerators from a Google search. The word &amp;quot;cohort&amp;quot;, however, would have an extremely high probability of identifying the website as belonging to an accelerator. The words &amp;quot;class&amp;quot; and &amp;quot;companies&amp;quot; are promising but do not offer certainty.&lt;br /&gt;
&lt;br /&gt;
*Equity, Investment&lt;br /&gt;
**Although by itself, equity does not mean much, when paired with any of these other terms, it could potentially point to an accelerator. Most accelerators take equity in the form of common stock (6-8%), or they will ask for some alternate form of stake in the company.&lt;br /&gt;
&lt;br /&gt;
*Education and Mentorship&lt;br /&gt;
**Accelerators differ from incubators and angel investors in that they emphasize the education of the potential startup. They offer advice and intense mentorship from more experienced entrepreneurs within their staff, as well as many networking opportunities with the outside world. This variable is more difficult to find on the website of the accelerator, but I believe that if the website includes numerous keywords such as &amp;quot;education&amp;quot;, &amp;quot;mentorship&amp;quot;, or &amp;quot;networking opportunities&amp;quot;, it would be somewhat safe to assume that the website is owned by an accelerator.&lt;br /&gt;
&lt;br /&gt;
*Demo Day&lt;br /&gt;
**This variable does not have tremendous potential in terms of crawling websites, but I feel that it is worth mentioning. Most accelerators &amp;quot;graduate&amp;quot; their cohorts with a demo day, which is a day when the startups present their company to potential investors. If the website contains the words &amp;quot;demo day&amp;quot;, which is fairly uncommon, it could be a good source of accelerator identification.&lt;br /&gt;
&lt;br /&gt;
A combination of any of these variables would certainly identify the current website as belonging to an accelerator.&lt;br /&gt;
&lt;br /&gt;
==Comprehensive List of Accelerators==&lt;br /&gt;
&lt;br /&gt;
All text files saved in &amp;quot;Accelerators&amp;quot; project on the McNair RPD. &lt;br /&gt;
&lt;br /&gt;
*Acc.Info: 190&lt;br /&gt;
*SeedDB: 240&lt;br /&gt;
*SARP: 59&lt;br /&gt;
*Corp: 79&lt;br /&gt;
*Total: 568 results&lt;br /&gt;
&lt;br /&gt;
After removing duplicates and locations: 363 results&lt;br /&gt;
&lt;br /&gt;
Doesn't count f6s, which returns 1170 results, roughly only 300 of which were accelerators. We created a crawler to sift through the webpages and parse HTML so we could identify the accelerators. Program and HTML saved on the Desktop.&lt;br /&gt;
&lt;br /&gt;
==Randomly Chosen Accelerators==&lt;br /&gt;
*TLabs&lt;br /&gt;
*BetaSpring&lt;br /&gt;
*The Unilever Foundry&lt;br /&gt;
*AIA Accelerator&lt;br /&gt;
*R/GA Accelerator&lt;br /&gt;
*Zeroto510&lt;br /&gt;
*Hub:raum&lt;br /&gt;
*Orange Fab&lt;br /&gt;
*Furnace&lt;br /&gt;
*Launch Chapel Hill&lt;br /&gt;
&lt;br /&gt;
===Determining whether or not these are accelerators===&lt;br /&gt;
Googled name of Accelerator and clicked on the first link&lt;br /&gt;
&lt;br /&gt;
Looked for Variables which Distinguish Accelerator Websites&lt;br /&gt;
*TLabs: Homepage states: &amp;quot;Leading Indian Tech Accelerator&amp;quot;; TLabs is an accelerator, but it is located in India.&lt;br /&gt;
*Betaspring: Under the &amp;quot;About Betaspring&amp;quot; tab,  it states that &amp;quot;Betaspring was among the first ten startup accelerators to launch worldwide&amp;quot;.&lt;br /&gt;
*The Unilever Foundry: Does not claim to be an accelerator, nor does it have information on the website about cohorts. This name was pulled from the source Corporate Accelerators.&lt;br /&gt;
*AIA Accelerator: The word &amp;quot;accelerator&amp;quot; is included in the name. Under the &amp;quot;Overview&amp;quot; tab, it states that startups have received mentorship.&lt;br /&gt;
*R/GA Accelerator: Under the &amp;quot;Overview&amp;quot; tab it states that the &amp;quot;R/GA Accelerator is designed for startups and... it is a three month, immersive, mentorship driven program&amp;quot;.&lt;br /&gt;
*Zeroto510: Website contains a &amp;quot;Portfolio Companies&amp;quot; tab which divides up the companies into cohorts. This identifies Zeroto510 as an accelerator.&lt;br /&gt;
*Hub:raum: Offers accelerator and incubator programs; however, none are located in North America.&lt;br /&gt;
*Orange Fab: States on the main page that &amp;quot;We're a 3-month accelerator program&amp;quot;.&lt;br /&gt;
*Furnace: &amp;quot;About&amp;quot; tab states that Furnace is &amp;quot;an innovative startup accelerator designed to form, incubate, and launch new companies&amp;quot;. Concludes with a Demo Day&lt;br /&gt;
*Launch Chapel Hill: Homepage states that they are &amp;quot;a startup accelerator&amp;quot;. Also included on the homepage is a line that states &amp;quot;Applications for Cohort 7 are now open&amp;quot;. &lt;br /&gt;
&lt;br /&gt;
7/10 are accelerators located in the US.&lt;br /&gt;
&lt;br /&gt;
2/10 are accelerators not located in the US.&lt;br /&gt;
&lt;br /&gt;
1/10 is not an accelerator.&lt;br /&gt;
&lt;br /&gt;
===Steps for Extracting Cohort Information===&lt;br /&gt;
*TLabs: Clicked on the &amp;quot;Startup&amp;quot; tab and located a drop down menu entitled &amp;quot;Showing Startups from:&amp;quot;. This menu separates startups into Batches ranging from 1-9. These batches are cohorts.&lt;br /&gt;
*Betaspring: This website does not have a &amp;quot;Companies&amp;quot; or &amp;quot;Startups&amp;quot; tab. I clicked on their &amp;quot;Who&amp;quot; tab and noticed that within this section were two links called &amp;quot;Our portfolio&amp;quot; and &amp;quot;Our companies&amp;quot; which both linked to the same place. This place contained a list of the startups that Betaspring has funded, as well as links to each of the startup websites. The list was not separated into cohorts.&lt;br /&gt;
*The Unilever Foundry: Does not have a &amp;quot;Startups&amp;quot; or &amp;quot;Companies&amp;quot; link on the website.&lt;br /&gt;
*AIA Accelerator: Clicked on the &amp;quot;Startups&amp;quot; tab which returned a page with 5 companies and a bit of information on each of these companies. Also included the URL to each startup. However, the companies were not separated into cohorts, probably because there are so few of them.&lt;br /&gt;
*R/GA Accelerator: Clicked on the &amp;quot;Alumni&amp;quot; tab and navigated down the webpage. Startups are separated by class, which means cohort in this case. Startup info contains link to demo day presentation as well as the startup url.&lt;br /&gt;
*Zeroto510: Hovered over the &amp;quot;About Us&amp;quot; drop down menu and clicked on the &amp;quot;Portfolio Companies&amp;quot; link. Startups are separated by cohort, one for each year, starting from 2013. &lt;br /&gt;
*Hub:raum: Clicked on the &amp;quot;Portfolio&amp;quot; tab. Directed to a page with many names of startups, as well as a brief description of what their company is about. Also includes a link to each startup's website. Startups are not separated into cohorts, but rather by investment by location, current participants, and alumni.&lt;br /&gt;
*Orange Fab: Clicked on the &amp;quot;Startups&amp;quot; tab and was directed to a different page. Startups are not only separated into cohorts named &amp;quot;Seasons&amp;quot;, but they are also separated by industry.&lt;br /&gt;
*Furnace: Clicked on &amp;quot;Portfolio&amp;quot; tab, but unfortunately the website is broken and it returned an error in code.&lt;br /&gt;
*Launch Chapel Hill: Clicked on the &amp;quot;Ventures&amp;quot; tab and was directed to a page in which all startups were separated into cohorts, and a brief description of the startup was provided underneath their logo.&lt;br /&gt;
&lt;br /&gt;
=Code=&lt;br /&gt;
&lt;br /&gt;
The directory for all data related to this project is located in:&lt;br /&gt;
 E:\McNair\Projects\Accelerators&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
==F6S Web Crawler==&lt;br /&gt;
&lt;br /&gt;
This is a python script using the selenium library that retrieves the html content of each page on F6S's North American Accelerator search results. The script is located in:&lt;br /&gt;
&lt;br /&gt;
 E:\McNair\Projects\Accelerators\F6S Accelerator HTMLs &lt;br /&gt;
&lt;br /&gt;
The script is titled f6s_crawler_gentle.py&lt;br /&gt;
&lt;br /&gt;
When run, the script visits the F6S search page for North American Accelerator's and begins retrieving the HTML of each page in that search list. &lt;br /&gt;
NOTE: Timing must be spaced out between all interactions with the browser. F6S has Captcha, and the program will fail if the site receives too many hit requests, or has any inkling that it is being probed by a bot.&lt;br /&gt;
&lt;br /&gt;
The Accelerator HTML files are stored in: &lt;br /&gt;
 E:\McNair\Projects\Accelerators\F6S Accelerator HTMLs\Accelerator_HTML_files&lt;br /&gt;
&lt;br /&gt;
The Accelerator HTML files stored as text files are stored in:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\F6S Accelerator HTMLs\Accelerator_HTML_files_text&lt;br /&gt;
&lt;br /&gt;
==F6S Parser==&lt;br /&gt;
The next step is to take the HTML files retrieved by the crawler and to parse them for necessary information. This parser should also determine whether or not the site is an accelerator site. &lt;br /&gt;
&lt;br /&gt;
The code for the parser is located in &lt;br /&gt;
 E:\McNair\Projects\Accelerators\F6S Accelerator HTMLs&lt;br /&gt;
&lt;br /&gt;
It is titled f6s_parser.py&lt;br /&gt;
&lt;br /&gt;
To run the code, open the file in Komodo and press play. &lt;br /&gt;
If running from the command line, change to the correct directory and run the following comand:&lt;br /&gt;
 python f6s_parser.py&lt;br /&gt;
&lt;br /&gt;
The list of accelerators that passed through the parser is in the same directory:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\F6S Accelerator HTMLs&lt;br /&gt;
&lt;br /&gt;
The tab delimited text file is named AcceleratorList.&lt;br /&gt;
The file contains the names of the accelerators that had the keywords listed in the file. Also, the file contains the run dates and location of the accelerator if it was listed on the f6s page.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==F6S API==&lt;br /&gt;
F6S has an API, but we have had no success getting a key to the API. The link to get a key to the API is on [https://www.f6s.com/developers/apis/deal-feed this page].&lt;br /&gt;
&lt;br /&gt;
I (Peter) have emailed F6S to ask for a key directly at support@f6s.com. As of the end of the Fall 2016 Semester, they have not responded.&lt;br /&gt;
&lt;br /&gt;
FUN FACT (MASS-RENAME FILES USING WINDOWS POWER SHELL):&lt;br /&gt;
&lt;br /&gt;
The following command allowed me to append &amp;quot;.txt&amp;quot; to all files in a folder once in the proper directory:&lt;br /&gt;
 Get-ChildItem * | Rename-Item -NewName { $_.name + '.txt'}&lt;br /&gt;
&lt;br /&gt;
To change file formats, Microsoft suggests:&lt;br /&gt;
 Get-ChildItem *.txt | Rename-Item -NewName { $_.name -Replace '\.txt', '.log'}&lt;br /&gt;
&lt;br /&gt;
==Final Data==&lt;br /&gt;
The Parser for parsing the text files of accelerator data is located in:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\Code+Final_Data&lt;br /&gt;
&lt;br /&gt;
The Parser for parsing the cohort files of accelerator data is also located in:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\Code+Final_Data&lt;br /&gt;
&lt;br /&gt;
This folder contains the Python parsers. The Final_data folder contains the tab-delimited text files of parsed data. final_accelerator_data.txt contains the generalized data saved in .txt files and final_cohort_data.txt contains the cohort data saved in .cohort.txt files.&lt;br /&gt;
&lt;br /&gt;
All the files entitled accelerator_data are subsets of the final_accelerator_data.txt file, but each file contains only the accelerators that matched to the flag specified in the file title.&lt;br /&gt;
&lt;br /&gt;
find_headers .py finds a set of the headers for all the cohort files from the seed list project.&lt;br /&gt;
&lt;br /&gt;
==Google SiteSearch==&lt;br /&gt;
 E:\McNair\Projects\Accelerators\Google_SiteSearch&lt;br /&gt;
This folder contains code for a google search parser. The script sitesearch.py will search for a queried company and return a likely web address for that company.&lt;br /&gt;
&lt;br /&gt;
==Way Back Machine Parser==&lt;br /&gt;
 E:\McNair\Projects\Accelerators\Code+Final_Data\wayback_machine.py&lt;br /&gt;
This script takes URLs and returns a timestamp for the oldest documented webpage under that URL courtesy of the Way Back Machine Archive.&lt;br /&gt;
&lt;br /&gt;
==Process Locations==&lt;br /&gt;
 E:\McNair\Projects\Accelerators\Code+Final_Data\process_locations.py&lt;br /&gt;
This script takes a physical address and converts it into latitude and longitude coordinates. Should be used in conjunction with the Enclosing Circle program to find the concentration of accelerators.&lt;br /&gt;
 E:\McNair\Software\CodeBase\EnclosingCircle.py&lt;br /&gt;
&lt;br /&gt;
=Kauffman Foundation Incubator Proposal Information=&lt;br /&gt;
&lt;br /&gt;
==Institutions==&lt;br /&gt;
Summary: F6S, Crunchbase, seed-db&lt;br /&gt;
&lt;br /&gt;
Tools: Matcher - used to match lists of potential accelerators with our current list to identify duplicates/new matches (E:\McNair\Projects\Accelerators)&lt;br /&gt;
&lt;br /&gt;
===F6S===&lt;br /&gt;
F6S WebCrawler and F6S Parser - E:\McNair\Projects\Accelerators\F6S Accelerator HTMLs&lt;br /&gt;
&lt;br /&gt;
===CrunchBase===&lt;br /&gt;
&lt;br /&gt;
CrunchBase 2013 Snapshot '''(All Organizations)'''- E:\McNair\Projects\Accelerators\organizations.xls&lt;br /&gt;
&lt;br /&gt;
CrunchBase 2013 Snapshot '''(Potential Accelerators)'''- E:\McNair\Projects\Accelerators\organizations.accdb under &amp;quot;Potential Accelerators query&amp;quot; &lt;br /&gt;
&lt;br /&gt;
*Obtained using keyword matches in the descriptions of the potential accelerators.&lt;br /&gt;
&lt;br /&gt;
CrunchBase 2013 Snapshot '''(New Verified Accelerators)''' - E:\McNair\Projects\Accelerators\New CrunchBase Accelerators.xls&lt;br /&gt;
&lt;br /&gt;
We have the Crunchbase 2013 Snapshot which provided lots of new data on accelerators and incubators but we would love to use the Crunchbase API to get a current database snapshot that we could use to cross reference companies and add newly formed accelerator and incubator companies.&lt;br /&gt;
&lt;br /&gt;
===AngelList===&lt;br /&gt;
&lt;br /&gt;
===seed-db===&lt;br /&gt;
&lt;br /&gt;
Obtained through www.seed.db/accelerators&lt;br /&gt;
&lt;br /&gt;
===Global Accelerator Network (GAN)===&lt;br /&gt;
&lt;br /&gt;
GAN Parser- E:\McNair\Projects\Accelerators\Web Scraping for Accelerators\scrapeaccel.py&lt;br /&gt;
&lt;br /&gt;
GAN Data- E:\McNair\Projects\Accelerators\Web Scraping for Accelerators\GAN Accelerator Data&lt;br /&gt;
*Contains: Company Name, # of Companies Range, % of Companies Funded, Funding Raised by Companies, Employee Range, Exit Funding, Exit Date, Total Company Funding Raised, # of Mentors Range, % Equity, Location, Minimum Seed Capital Investment&lt;br /&gt;
&lt;br /&gt;
==Cohorts==&lt;br /&gt;
&lt;br /&gt;
*Cohorts obtained manually&lt;br /&gt;
*All Cohort txt files are saved under &amp;quot;E:\McNair\Projects\Accelerators\Data  &lt;br /&gt;
*cohort file name = (accelerator name).cohort&lt;br /&gt;
*Most updated Accelerator cohort data: E:\McNair\Projects\Accelerators\Cleaned Cohort Data.xls&lt;br /&gt;
&lt;br /&gt;
Automation for obtaining cohorts??&lt;br /&gt;
&lt;br /&gt;
==Other Information==&lt;br /&gt;
Summary: Whois Parser, Geocode, Tools to determine industry, etc&lt;br /&gt;
&lt;br /&gt;
===Whois Parser===&lt;br /&gt;
&lt;br /&gt;
*Retrieves and parses Whois information. Specifically, takes a file with a column of domain names and populates the corresponding columns with information from the WhoIs API.&lt;br /&gt;
&lt;br /&gt;
*Often used to obtain locations.&lt;br /&gt;
&lt;br /&gt;
===Geocode===&lt;br /&gt;
&lt;br /&gt;
Input: Company Address&lt;br /&gt;
Output: Directional Coordinates&lt;br /&gt;
&lt;br /&gt;
*Used to obtain the locations of different Accelerators and Cohort companies.&lt;br /&gt;
&lt;br /&gt;
===SDC Platinum Pull===&lt;br /&gt;
&lt;br /&gt;
Used to obtain funding information and match companies that have gotten funding with companies that are Accelerator cohorts.&lt;br /&gt;
&lt;br /&gt;
===Desired Information/Variables===&lt;br /&gt;
&lt;br /&gt;
*Key People (founders, lead entrepreneurs, strategists, etc.)&lt;br /&gt;
*Total number of launched companies&lt;br /&gt;
*A FAQ for application details, accelerator vision, and&lt;br /&gt;
*Funds raised per company (average)&lt;br /&gt;
*Features offered by accelerator (perks, space, tools, etc)&lt;br /&gt;
&lt;br /&gt;
==Desired Tools/Information==&lt;br /&gt;
&lt;br /&gt;
===Automating the Process of Obtaining Cohorts===&lt;br /&gt;
*Automating this process would save a lot of time and really progress the project.&lt;br /&gt;
&lt;br /&gt;
===Obtaining More Details on Accelerators===&lt;br /&gt;
&lt;br /&gt;
*Having the kind of thorough information on industry, companies, funding, location, exits, mentors, leadership,  that we got for the GAN companies would be fantastic.&lt;br /&gt;
&lt;br /&gt;
===List of Alive/Dead Accelerators===&lt;br /&gt;
&lt;br /&gt;
This is a dream but would be very helpful&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22148</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22148"/>
		<updated>2017-11-28T22:28:28Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* contributing Projects */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
=contributing Projects=&lt;br /&gt;
[[Crunchbase Data]] / [[Accelerator Seed List (Data)]] : Combined this data in a table discussed on [[Crunchbase Data#Funded by Accelerators|Crunchbase Data]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Innovation District]]&lt;br /&gt;
&lt;br /&gt;
[[Augusta Startup Ecosystem]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship Ecosystem Project]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Accelerators and Incubators (Report)]]&lt;br /&gt;
&lt;br /&gt;
[[Cofounding in Exchange for Equity]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Ups of Houston (Map)]]&lt;br /&gt;
&lt;br /&gt;
=worklog=&lt;br /&gt;
&lt;br /&gt;
'''2017-11-21:''' Worked with Ed to set up all of the ground work to begin joining tables for the purpose stated in yesterday's work log. Should be able to finish it upon returning next week, but until then, notes are all held within &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; with the important parts under the header of &amp;quot;From Ed on 21st of Nov. To finish on Nov 27&amp;quot;&lt;br /&gt;
'''2017-11-20:''' Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
'''2017-09-25:''' Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22147</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22147"/>
		<updated>2017-11-28T22:28:03Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* contributing Projects */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
=contributing Projects=&lt;br /&gt;
[[Crunchbase Data]] / [[Accelerator Seed List (Data)]] : Combined this data in a table discussed on [[Crunchbase Data]] [[Crunchbase Data#Funded by Accelerators|Crunchbase Data]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Innovation District]]&lt;br /&gt;
&lt;br /&gt;
[[Augusta Startup Ecosystem]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship Ecosystem Project]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Accelerators and Incubators (Report)]]&lt;br /&gt;
&lt;br /&gt;
[[Cofounding in Exchange for Equity]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Ups of Houston (Map)]]&lt;br /&gt;
&lt;br /&gt;
=worklog=&lt;br /&gt;
&lt;br /&gt;
'''2017-11-21:''' Worked with Ed to set up all of the ground work to begin joining tables for the purpose stated in yesterday's work log. Should be able to finish it upon returning next week, but until then, notes are all held within &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; with the important parts under the header of &amp;quot;From Ed on 21st of Nov. To finish on Nov 27&amp;quot;&lt;br /&gt;
'''2017-11-20:''' Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
'''2017-09-25:''' Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Crunchbase_Data&amp;diff=22145</id>
		<title>Crunchbase Data</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Crunchbase_Data&amp;diff=22145"/>
		<updated>2017-11-28T22:27:52Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* Combination with Accelerator Seed List (Data) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has title=Crunchbase Data&lt;br /&gt;
|Has owner=Adrian Smart,&lt;br /&gt;
|Has start date=June 2017&lt;br /&gt;
|Has keywords=Data, Tool, Crunchbase, VC, Angel&lt;br /&gt;
|Has project status=Complete&lt;br /&gt;
}}&lt;br /&gt;
==Files and dbases==&lt;br /&gt;
&lt;br /&gt;
The dbase is:&lt;br /&gt;
 crunchbasebulk&lt;br /&gt;
&lt;br /&gt;
The files are in:&lt;br /&gt;
 E:\McNair\Software\Database Scripts\Crunchbase&lt;br /&gt;
 Z:\Crunchbase\CrunchbaseData&lt;br /&gt;
&lt;br /&gt;
==To do==&lt;br /&gt;
#Download the data&lt;br /&gt;
#Extract top 5 lines&lt;br /&gt;
#Build table specs&lt;br /&gt;
#Import the data&lt;br /&gt;
Issue importing events.csv. Line count does not match import count. Also typos in data for start_time and end_time which created import errors with time datatype. Switched to varchar.&lt;br /&gt;
Issue importing organizations.csv. Line count is 515496 but on import got 515491. Last 4 lines in file are chinese characters which might affect import.&lt;br /&gt;
&lt;br /&gt;
==Downloading the data==&lt;br /&gt;
&lt;br /&gt;
Our user key is: 662e263576fe3e4ea5991edfbcfb9883&lt;br /&gt;
#The download script is written in perl. It is called downloadScript and located in  E:\McNair\Software\Database Scripts\Crunchbase. You can execute it by typing &amp;quot;perl downloadScript.pl&amp;quot; in terminal.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Where, what, etc.&lt;br /&gt;
&lt;br /&gt;
==Importing the data==&lt;br /&gt;
&lt;br /&gt;
To import the data make sure that all 22 crunchbase csv files are on the db server in /bulk/crunchbase/crunchbaseData. Also make sure that the load_crunchbase.sql script is in this directory. Run psql crunchbasebulk to start the db from this directory. Run the command &amp;quot;\i load_crunchbase.sql&amp;quot; to run the script. This will load the contents of the 22 csv files into the db. Check that the number of lines copied into each table matches the actual lines in the csv file. The line numbers have been included in the comments of the load_crunchbase.sql script. See issues section for unexpected results.&lt;br /&gt;
&lt;br /&gt;
Type \dt to get a list of the tables in the crunchbasebulk db.&lt;br /&gt;
Type \q to quit db.  &lt;br /&gt;
When the db is not running you can type 'wc -l acquisitions.csv' to get a line count of this file.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
News is a relationship query parameter&lt;br /&gt;
&lt;br /&gt;
https://api.crunchbase.com/v/3/organizations?user_key=662e263576fe3e4ea5991edfbcfb9883&amp;amp;uuid=1e4f199c-363b-451b-a164-f94571075ee5&lt;br /&gt;
&lt;br /&gt;
permalink is airbnb in this example:&lt;br /&gt;
&lt;br /&gt;
https://api.crunchbase.com/v/3/organizations/airbnb/news?user_key=662e263576fe3e4ea5991edfbcfb9883&lt;br /&gt;
&lt;br /&gt;
Same thing for people - people end point then permalink&lt;br /&gt;
&lt;br /&gt;
==Accelerator Founders Data==&lt;br /&gt;
&lt;br /&gt;
The Crunchbase API can be used to readily access Founders Data. The API is used in the web format: https://api.crunchbase.com/v/3/organizations/company_name/?user_key=662e263576fe3e4ea5991edfbcfb9883, to get a JSON object with alot of data.&lt;br /&gt;
&lt;br /&gt;
One such field in the JSON object is Founders, which is followed by profiles of the founders for any given company. Not all the accelerators have a crunchbase page, but it is a good start.&lt;br /&gt;
&lt;br /&gt;
The script for querying the API can be found at: &lt;br /&gt;
 E:\McNair\Projects\Accelerators\crunchbase_founders.py&lt;br /&gt;
&lt;br /&gt;
I queried the API for all the accelerators we have listed in the following file:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\Fall 2017\ListofAccs.txt&lt;br /&gt;
&lt;br /&gt;
I retrieved a list of founders for the accelerators that returned results from Crunchbase. Out of the 269 accelerators we have on record, 136 of them turned up results for founders, resulting in 312 founders. The list of founders and their respective company can be found at:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\founder_names.txt&lt;br /&gt;
&lt;br /&gt;
A table has also been added to the crunchbasebulk database called founders. The table contains 3 columns: Company, first_name, last_name. Another table, called founders_linkedin, contains 4 columns: Company, first_name, last_name, and linkedin_url.&lt;br /&gt;
&lt;br /&gt;
The file has been exported to the McNair DB Server.&lt;br /&gt;
&lt;br /&gt;
The next step is to match each founder name with a linkedin profile. These profiles can be accessed using our LinkedIn Crawler to gather more information about each founder. The results of matching the founders with their linkedin profiles can be found at:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\founders_linkedin.txt&lt;br /&gt;
&lt;br /&gt;
=Funded by Accelerators=&lt;br /&gt;
Ben Baldazo : I used this database and coded in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; to create a table connecting accelerators (just names) from [[Accelerator Seed List (Data)]] to companies that include the acclerator as an investor. Table was joined using uuids and contains names, domains, some dates (founding), and funding amounts &amp;amp; each column has a suffix that labels what the data regards to (a.k.a. what table it came from)&lt;br /&gt;
*More notation and the coding is available in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot;&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22143</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22143"/>
		<updated>2017-11-28T22:26:50Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
=contributing Projects=&lt;br /&gt;
[[Crunchbase Data]] / [[Accelerator Seed List (Data)]] : Combined this data in a table discussed on [[Crunchbase Data]] [[Crunchbase Data#Combination with [[Accelerator Seed List (Data)]]|Crunchbase Data]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Innovation District]]&lt;br /&gt;
&lt;br /&gt;
[[Augusta Startup Ecosystem]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship Ecosystem Project]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Accelerators and Incubators (Report)]]&lt;br /&gt;
&lt;br /&gt;
[[Cofounding in Exchange for Equity]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Ups of Houston (Map)]]&lt;br /&gt;
&lt;br /&gt;
=worklog=&lt;br /&gt;
&lt;br /&gt;
'''2017-11-21:''' Worked with Ed to set up all of the ground work to begin joining tables for the purpose stated in yesterday's work log. Should be able to finish it upon returning next week, but until then, notes are all held within &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; with the important parts under the header of &amp;quot;From Ed on 21st of Nov. To finish on Nov 27&amp;quot;&lt;br /&gt;
'''2017-11-20:''' Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
'''2017-09-25:''' Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Crunchbase_Data&amp;diff=22141</id>
		<title>Crunchbase Data</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Crunchbase_Data&amp;diff=22141"/>
		<updated>2017-11-28T22:23:57Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* Combination with Accelerator Seed List (Data) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has title=Crunchbase Data&lt;br /&gt;
|Has owner=Adrian Smart,&lt;br /&gt;
|Has start date=June 2017&lt;br /&gt;
|Has keywords=Data, Tool, Crunchbase, VC, Angel&lt;br /&gt;
|Has project status=Complete&lt;br /&gt;
}}&lt;br /&gt;
==Files and dbases==&lt;br /&gt;
&lt;br /&gt;
The dbase is:&lt;br /&gt;
 crunchbasebulk&lt;br /&gt;
&lt;br /&gt;
The files are in:&lt;br /&gt;
 E:\McNair\Software\Database Scripts\Crunchbase&lt;br /&gt;
 Z:\Crunchbase\CrunchbaseData&lt;br /&gt;
&lt;br /&gt;
==To do==&lt;br /&gt;
#Download the data&lt;br /&gt;
#Extract top 5 lines&lt;br /&gt;
#Build table specs&lt;br /&gt;
#Import the data&lt;br /&gt;
Issue importing events.csv. Line count does not match import count. Also typos in data for start_time and end_time which created import errors with time datatype. Switched to varchar.&lt;br /&gt;
Issue importing organizations.csv. Line count is 515496 but on import got 515491. Last 4 lines in file are chinese characters which might affect import.&lt;br /&gt;
&lt;br /&gt;
==Downloading the data==&lt;br /&gt;
&lt;br /&gt;
Our user key is: 662e263576fe3e4ea5991edfbcfb9883&lt;br /&gt;
#The download script is written in perl. It is called downloadScript and located in  E:\McNair\Software\Database Scripts\Crunchbase. You can execute it by typing &amp;quot;perl downloadScript.pl&amp;quot; in terminal.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Where, what, etc.&lt;br /&gt;
&lt;br /&gt;
==Importing the data==&lt;br /&gt;
&lt;br /&gt;
To import the data make sure that all 22 crunchbase csv files are on the db server in /bulk/crunchbase/crunchbaseData. Also make sure that the load_crunchbase.sql script is in this directory. Run psql crunchbasebulk to start the db from this directory. Run the command &amp;quot;\i load_crunchbase.sql&amp;quot; to run the script. This will load the contents of the 22 csv files into the db. Check that the number of lines copied into each table matches the actual lines in the csv file. The line numbers have been included in the comments of the load_crunchbase.sql script. See issues section for unexpected results.&lt;br /&gt;
&lt;br /&gt;
Type \dt to get a list of the tables in the crunchbasebulk db.&lt;br /&gt;
Type \q to quit db.  &lt;br /&gt;
When the db is not running you can type 'wc -l acquisitions.csv' to get a line count of this file.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
News is a relationship query parameter&lt;br /&gt;
&lt;br /&gt;
https://api.crunchbase.com/v/3/organizations?user_key=662e263576fe3e4ea5991edfbcfb9883&amp;amp;uuid=1e4f199c-363b-451b-a164-f94571075ee5&lt;br /&gt;
&lt;br /&gt;
permalink is airbnb in this example:&lt;br /&gt;
&lt;br /&gt;
https://api.crunchbase.com/v/3/organizations/airbnb/news?user_key=662e263576fe3e4ea5991edfbcfb9883&lt;br /&gt;
&lt;br /&gt;
Same thing for people - people end point then permalink&lt;br /&gt;
&lt;br /&gt;
==Accelerator Founders Data==&lt;br /&gt;
&lt;br /&gt;
The Crunchbase API can be used to readily access Founders Data. The API is used in the web format: https://api.crunchbase.com/v/3/organizations/company_name/?user_key=662e263576fe3e4ea5991edfbcfb9883, to get a JSON object with alot of data.&lt;br /&gt;
&lt;br /&gt;
One such field in the JSON object is Founders, which is followed by profiles of the founders for any given company. Not all the accelerators have a crunchbase page, but it is a good start.&lt;br /&gt;
&lt;br /&gt;
The script for querying the API can be found at: &lt;br /&gt;
 E:\McNair\Projects\Accelerators\crunchbase_founders.py&lt;br /&gt;
&lt;br /&gt;
I queried the API for all the accelerators we have listed in the following file:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\Fall 2017\ListofAccs.txt&lt;br /&gt;
&lt;br /&gt;
I retrieved a list of founders for the accelerators that returned results from Crunchbase. Out of the 269 accelerators we have on record, 136 of them turned up results for founders, resulting in 312 founders. The list of founders and their respective company can be found at:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\founder_names.txt&lt;br /&gt;
&lt;br /&gt;
A table has also been added to the crunchbasebulk database called founders. The table contains 3 columns: Company, first_name, last_name. Another table, called founders_linkedin, contains 4 columns: Company, first_name, last_name, and linkedin_url.&lt;br /&gt;
&lt;br /&gt;
The file has been exported to the McNair DB Server.&lt;br /&gt;
&lt;br /&gt;
The next step is to match each founder name with a linkedin profile. These profiles can be accessed using our LinkedIn Crawler to gather more information about each founder. The results of matching the founders with their linkedin profiles can be found at:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\founders_linkedin.txt&lt;br /&gt;
&lt;br /&gt;
=Combination with [[Accelerator Seed List (Data)]]=&lt;br /&gt;
Ben Baldazo : I used this database and coded in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; to create a table connecting accelerators (just names) from [[Accelerator Seed List (Data)]] to companies that include the acclerator as an investor. Table was joined using uuids and contains names, domains, some dates (founding), and funding amounts &amp;amp; each column has a suffix that labels what the data regards to (a.k.a. what table it came from)&lt;br /&gt;
*More notation and the coding is available in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot;&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Crunchbase_Data&amp;diff=22140</id>
		<title>Crunchbase Data</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Crunchbase_Data&amp;diff=22140"/>
		<updated>2017-11-28T22:23:03Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has title=Crunchbase Data&lt;br /&gt;
|Has owner=Adrian Smart,&lt;br /&gt;
|Has start date=June 2017&lt;br /&gt;
|Has keywords=Data, Tool, Crunchbase, VC, Angel&lt;br /&gt;
|Has project status=Complete&lt;br /&gt;
}}&lt;br /&gt;
==Files and dbases==&lt;br /&gt;
&lt;br /&gt;
The dbase is:&lt;br /&gt;
 crunchbasebulk&lt;br /&gt;
&lt;br /&gt;
The files are in:&lt;br /&gt;
 E:\McNair\Software\Database Scripts\Crunchbase&lt;br /&gt;
 Z:\Crunchbase\CrunchbaseData&lt;br /&gt;
&lt;br /&gt;
==To do==&lt;br /&gt;
#Download the data&lt;br /&gt;
#Extract top 5 lines&lt;br /&gt;
#Build table specs&lt;br /&gt;
#Import the data&lt;br /&gt;
Issue importing events.csv. Line count does not match import count. Also typos in data for start_time and end_time which created import errors with time datatype. Switched to varchar.&lt;br /&gt;
Issue importing organizations.csv. Line count is 515496 but on import got 515491. Last 4 lines in file are chinese characters which might affect import.&lt;br /&gt;
&lt;br /&gt;
==Downloading the data==&lt;br /&gt;
&lt;br /&gt;
Our user key is: 662e263576fe3e4ea5991edfbcfb9883&lt;br /&gt;
#The download script is written in perl. It is called downloadScript and located in  E:\McNair\Software\Database Scripts\Crunchbase. You can execute it by typing &amp;quot;perl downloadScript.pl&amp;quot; in terminal.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Where, what, etc.&lt;br /&gt;
&lt;br /&gt;
==Importing the data==&lt;br /&gt;
&lt;br /&gt;
To import the data make sure that all 22 crunchbase csv files are on the db server in /bulk/crunchbase/crunchbaseData. Also make sure that the load_crunchbase.sql script is in this directory. Run psql crunchbasebulk to start the db from this directory. Run the command &amp;quot;\i load_crunchbase.sql&amp;quot; to run the script. This will load the contents of the 22 csv files into the db. Check that the number of lines copied into each table matches the actual lines in the csv file. The line numbers have been included in the comments of the load_crunchbase.sql script. See issues section for unexpected results.&lt;br /&gt;
&lt;br /&gt;
Type \dt to get a list of the tables in the crunchbasebulk db.&lt;br /&gt;
Type \q to quit db.  &lt;br /&gt;
When the db is not running you can type 'wc -l acquisitions.csv' to get a line count of this file.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
News is a relationship query parameter&lt;br /&gt;
&lt;br /&gt;
https://api.crunchbase.com/v/3/organizations?user_key=662e263576fe3e4ea5991edfbcfb9883&amp;amp;uuid=1e4f199c-363b-451b-a164-f94571075ee5&lt;br /&gt;
&lt;br /&gt;
permalink is airbnb in this example:&lt;br /&gt;
&lt;br /&gt;
https://api.crunchbase.com/v/3/organizations/airbnb/news?user_key=662e263576fe3e4ea5991edfbcfb9883&lt;br /&gt;
&lt;br /&gt;
Same thing for people - people end point then permalink&lt;br /&gt;
&lt;br /&gt;
==Accelerator Founders Data==&lt;br /&gt;
&lt;br /&gt;
The Crunchbase API can be used to readily access Founders Data. The API is used in the web format: https://api.crunchbase.com/v/3/organizations/company_name/?user_key=662e263576fe3e4ea5991edfbcfb9883, to get a JSON object with alot of data.&lt;br /&gt;
&lt;br /&gt;
One such field in the JSON object is Founders, which is followed by profiles of the founders for any given company. Not all the accelerators have a crunchbase page, but it is a good start.&lt;br /&gt;
&lt;br /&gt;
The script for querying the API can be found at: &lt;br /&gt;
 E:\McNair\Projects\Accelerators\crunchbase_founders.py&lt;br /&gt;
&lt;br /&gt;
I queried the API for all the accelerators we have listed in the following file:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\Fall 2017\ListofAccs.txt&lt;br /&gt;
&lt;br /&gt;
I retrieved a list of founders for the accelerators that returned results from Crunchbase. Out of the 269 accelerators we have on record, 136 of them turned up results for founders, resulting in 312 founders. The list of founders and their respective company can be found at:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\founder_names.txt&lt;br /&gt;
&lt;br /&gt;
A table has also been added to the crunchbasebulk database called founders. The table contains 3 columns: Company, first_name, last_name. Another table, called founders_linkedin, contains 4 columns: Company, first_name, last_name, and linkedin_url.&lt;br /&gt;
&lt;br /&gt;
The file has been exported to the McNair DB Server.&lt;br /&gt;
&lt;br /&gt;
The next step is to match each founder name with a linkedin profile. These profiles can be accessed using our LinkedIn Crawler to gather more information about each founder. The results of matching the founders with their linkedin profiles can be found at:&lt;br /&gt;
 E:\McNair\Projects\Accelerators\founders_linkedin.txt&lt;br /&gt;
&lt;br /&gt;
=Combination with [[Accelerator Seed List (Data)]]=&lt;br /&gt;
Ben Baldazo : I used this database and coded in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; to create a table connecting accelerators (just names) from [[Accelerator Seed List (Data)]] to companies that include the acclerator as an investor. Table was joined using uuids and contains names, domains, some dates (founding), and funding amounts &amp;amp; each column has a suffix that labels what the data regards to (a.k.a. what table it came from)&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22139</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22139"/>
		<updated>2017-11-28T22:21:47Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* contributing Projects */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
=contributing Projects=&lt;br /&gt;
[[Crunchbase Data]] / [[Accelerator Seed List (Data)]] : Combined this data in a table discussed on [[Crunchbase Data]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Innovation District]]&lt;br /&gt;
&lt;br /&gt;
[[Augusta Startup Ecosystem]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship Ecosystem Project]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Accelerators and Incubators (Report)]]&lt;br /&gt;
&lt;br /&gt;
[[Cofounding in Exchange for Equity]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Ups of Houston (Map)]]&lt;br /&gt;
&lt;br /&gt;
=worklog=&lt;br /&gt;
&lt;br /&gt;
'''2017-11-21:''' Worked with Ed to set up all of the ground work to begin joining tables for the purpose stated in yesterday's work log. Should be able to finish it upon returning next week, but until then, notes are all held within &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; with the important parts under the header of &amp;quot;From Ed on 21st of Nov. To finish on Nov 27&amp;quot;&lt;br /&gt;
'''2017-11-20:''' Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
'''2017-09-25:''' Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22138</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22138"/>
		<updated>2017-11-28T22:21:13Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
=contributing Projects=&lt;br /&gt;
[[Crunchbase Data]] / [[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Innovation District]]&lt;br /&gt;
&lt;br /&gt;
[[Augusta Startup Ecosystem]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship Ecosystem Project]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Accelerators and Incubators (Report)]]&lt;br /&gt;
&lt;br /&gt;
[[Cofounding in Exchange for Equity]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Ups of Houston (Map)]]&lt;br /&gt;
&lt;br /&gt;
=worklog=&lt;br /&gt;
&lt;br /&gt;
'''2017-11-21:''' Worked with Ed to set up all of the ground work to begin joining tables for the purpose stated in yesterday's work log. Should be able to finish it upon returning next week, but until then, notes are all held within &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; with the important parts under the header of &amp;quot;From Ed on 21st of Nov. To finish on Nov 27&amp;quot;&lt;br /&gt;
'''2017-11-20:''' Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
'''2017-09-25:''' Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22136</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22136"/>
		<updated>2017-11-28T22:20:15Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* contributing Projects */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
=contributing Projects=&lt;br /&gt;
[[Crunchbase Data]] : I used this database and coded in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; to create a table connecting accelerators (just names) from [[Accelerator Seed List (Data)]] to companies that include the acclerator as an investor. Table was joined using uuids and contains names, domains, some dates (founding), and funding amounts &amp;amp; each column has a suffix that labels what the data regards to (a.k.a. what table it came from)&lt;br /&gt;
&lt;br /&gt;
[[Houston Innovation District]]&lt;br /&gt;
&lt;br /&gt;
[[Augusta Startup Ecosystem]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship Ecosystem Project]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Accelerators and Incubators (Report)]]&lt;br /&gt;
&lt;br /&gt;
[[Cofounding in Exchange for Equity]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Ups of Houston (Map)]]&lt;br /&gt;
&lt;br /&gt;
=worklog=&lt;br /&gt;
&lt;br /&gt;
'''2017-11-21:''' Worked with Ed to set up all of the ground work to begin joining tables for the purpose stated in yesterday's work log. Should be able to finish it upon returning next week, but until then, notes are all held within &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; with the important parts under the header of &amp;quot;From Ed on 21st of Nov. To finish on Nov 27&amp;quot;&lt;br /&gt;
'''2017-11-20:''' Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
'''2017-09-25:''' Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22135</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22135"/>
		<updated>2017-11-28T22:19:57Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
=contributing Projects=&lt;br /&gt;
[[Crunchbase Data]] : I used this database and coded in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; to create a table connecting accelerators (just names) from [[Accelerator Seed List (Data)]] to companies that include the acclerator as an investor. Table was joined using uuids and contains names, domains, some dates (founding), and funding amounts &amp;amp; each column has a suffix that labels what the data regards to (a.k.a. what table it came from)&lt;br /&gt;
&lt;br /&gt;
[[Houston Innovation District]]&lt;br /&gt;
&lt;br /&gt;
[[Augusta Startup Ecosystem]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship Ecosystem Project]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Entrepreneurship]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Houston Accelerators and Incubators (Report)]]&lt;br /&gt;
&lt;br /&gt;
[[Cofounding in Exchange for Equity]]&lt;br /&gt;
&lt;br /&gt;
[[Start-Ups of Houston (Map)]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=worklog=&lt;br /&gt;
&lt;br /&gt;
'''2017-11-21:''' Worked with Ed to set up all of the ground work to begin joining tables for the purpose stated in yesterday's work log. Should be able to finish it upon returning next week, but until then, notes are all held within &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; with the important parts under the header of &amp;quot;From Ed on 21st of Nov. To finish on Nov 27&amp;quot;&lt;br /&gt;
'''2017-11-20:''' Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
'''2017-09-25:''' Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22133</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22133"/>
		<updated>2017-11-28T22:08:13Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
=contributing Projects=&lt;br /&gt;
[[Crunchbase Data]] : I used this database and coded in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; to create a table connecting accelerators (just names) from [[Accelerator Seed List (Data)]] to companies that include the acclerator as an investor. Table was joined using uuids and contains names, domains, some dates (founding), and funding amounts &amp;amp; each column has a suffix that labels what the data regards to (a.k.a. what table it came from)&lt;br /&gt;
[[Augusta Startup Ecosystem]]&lt;br /&gt;
&lt;br /&gt;
=worklog=&lt;br /&gt;
&lt;br /&gt;
'''2017-11-21:''' Worked with Ed to set up all of the ground work to begin joining tables for the purpose stated in yesterday's work log. Should be able to finish it upon returning next week, but until then, notes are all held within &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; with the important parts under the header of &amp;quot;From Ed on 21st of Nov. To finish on Nov 27&amp;quot;&lt;br /&gt;
'''2017-11-20:''' Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
'''2017-09-25:''' Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22027</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22027"/>
		<updated>2017-11-21T23:15:20Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
'''2017-11-21:''' Worked with Ed to set up all of the ground work to begin joining tables for the purpose stated in yesterday's work log. Should be able to finish it upon returning next week, but until then, notes are all held within &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; with the important parts under the header of &amp;quot;From Ed on 21st of Nov. To finish on Nov 27&amp;quot;&lt;br /&gt;
'''2017-11-20:''' Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
'''2017-09-25:''' Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22026</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22026"/>
		<updated>2017-11-21T23:14:35Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
2017-11-21: Worked with Ed to set up all of the ground work to begin joining tables for the purpose stated in yesterday's work log. Should be able to finish it upon returning next week, but until then, notes are all held within &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; with the important parts under the header of &amp;quot;From Ed on 21st of Nov. To finish on Nov 27&amp;quot;&lt;br /&gt;
2017-11-20: Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
2017-09-25: Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22002</id>
		<title>Ben Baldazo (Work Log)</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo_(Work_Log)&amp;diff=22002"/>
		<updated>2017-11-20T23:22:45Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Fall 2017===&lt;br /&gt;
&amp;lt;onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo]] [[Work Logs]] [[Ben Baldazo (Work Log) | (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
2017-11-20: Attempting to link 3 tables from psql crunchbasebulk to find accelerators that have invested in companies. Likely found success with the table &amp;quot;Acc_Funded_Cos&amp;quot; but the investor column is dirty, thus trying to do it cleaner with the aforementioned 3 table link&lt;br /&gt;
*This is all noted in &amp;quot;Z:\bulk\crunchbase\AccFunding.psql&amp;quot; and the code for &amp;quot;Acc_Funded_Cos&amp;quot; is emphasized&lt;br /&gt;
2017-09-25: Followed [[Talk:Ben Baldazo (Work Log)]] to create documentation infrastructure for [[Augusta Startup Ecosystem]]&lt;br /&gt;
&amp;lt;/onlyinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Spring 2017===&lt;br /&gt;
&lt;br /&gt;
*4/24/2017 9:30am-11:30am&lt;br /&gt;
&lt;br /&gt;
*4/19/2017 2:00 - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/17/2017 2:00pm - 4:00pm&lt;br /&gt;
&lt;br /&gt;
*4/12/2017 3:00pm - 5:30pm&lt;br /&gt;
&lt;br /&gt;
*4/10/2017 2:00pm - 5:30pm&lt;br /&gt;
**Created some of the missing cohort files for the accelerator project&lt;br /&gt;
**Created PotentialAccelerators.txt in 'E:\McNair\Projects\Accelerators\Crunchbase Snapshot'&lt;br /&gt;
***Used Organizations.csv from crunchbase and matched on &amp;quot;accel&amp;quot; &amp;quot;startup&amp;quot; and &amp;quot;mentor&amp;quot; asking that &amp;quot;accel&amp;quot; and at least one of the other two be included in the description of the organization&lt;br /&gt;
&lt;br /&gt;
*4/05/2017 2:00pm - 6:00pm&lt;br /&gt;
**Finished code to create a percentage of VC backed marker per accelerators&lt;br /&gt;
**Looked over duplicates from VC data matched to Cohort Data&lt;br /&gt;
&lt;br /&gt;
*4/03/2017 2:00pm - 4:00pm&lt;br /&gt;
**Worked with duplicates in Matches between Accelerator Cohorts and All VC data for Accelerators project. Notated what the duplicates mean&lt;br /&gt;
**helped teach SQL&lt;br /&gt;
&lt;br /&gt;
*3/29/2017 2:00pm-5:15pm&lt;br /&gt;
**Filtered websites for Accelerator project using regex code&lt;br /&gt;
&lt;br /&gt;
*3/22/2017 2:00pm - 5:30pm&lt;br /&gt;
**Began Join tables in &amp;quot;accelerator&amp;quot; database in order to find &amp;quot;PercentVC&amp;quot; amount per accelerator&lt;br /&gt;
&lt;br /&gt;
*3/20/2017 2:00pm - 5:40pm&lt;br /&gt;
**Taught PSQL and went over future expectations for [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*3/8/2017 2:00pm-5:30pm&lt;br /&gt;
**Ran matches between VC Data and PortCos for the Accelerator Project&lt;br /&gt;
&lt;br /&gt;
*3/6/2017 2:00pm-3:00pm&lt;br /&gt;
**Cleaned data from VC Data and PortCos&lt;br /&gt;
&lt;br /&gt;
*3/3/2017 1:00pm-4:00pm&lt;br /&gt;
**Refined data in E:\McNair\Projects\Accelerators\VC_Data_Repeated_Down.txt&lt;br /&gt;
&lt;br /&gt;
*3/1/2017 2:00pm-5:00pm&lt;br /&gt;
**Worked with the Accelerators project&lt;br /&gt;
&lt;br /&gt;
*2/27/2017 3:30-5:30&lt;br /&gt;
**Cleaned and reuploaded data to [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
**Worked on editing [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/22/2017 2:00pm-5:00pm&lt;br /&gt;
**Taught SDC and normalizer. Updated [[Normalizer Documentation]]&lt;br /&gt;
&lt;br /&gt;
*2/20/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Cleaning [[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*2/17/2017 3:00pm-5:00pm&lt;br /&gt;
&lt;br /&gt;
*2/15/2017 2:00pm-3:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
**Graphics for this in &amp;quot;E:\McNair\Projects\Houston\AccRank (IB)\AccRankGraphics.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
*2/13/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/08/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/06/2017 2:00pm-4:00pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
*2/03/2017 1:00pm-5:00pm&lt;br /&gt;
**[[1st and Future]]&lt;br /&gt;
&lt;br /&gt;
*2/01/2017 2:00pm-5:30pm&lt;br /&gt;
**Report on [https://docs.google.com/document/d/1RwXuZmB6gKxgOlyoco0dTigIZ0xf185dwDgLZnVTvgY/edit?ts=58867bd0 Houston Issue Brief]&lt;br /&gt;
&lt;br /&gt;
===Fall 2016===&lt;br /&gt;
&lt;br /&gt;
*12/02/2016 2:00pm-4:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/29/2016 1:00pm-5:00pm&lt;br /&gt;
**[[Accelerator Seed List (Data)]]&lt;br /&gt;
&lt;br /&gt;
*11/28/2016 2:00pm-5:00pm&lt;br /&gt;
**[[Start-Up Guide (Issue Brief)]]&lt;br /&gt;
&lt;br /&gt;
*11/22/2016 2:00pm-5:30pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/21/2016 3:00pm-5:45pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
&lt;br /&gt;
*11/18/2016 2:00pm-5:00pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began matching tables against VC funding&lt;br /&gt;
&lt;br /&gt;
*11/15/2016 1:00pm-5:20pm&lt;br /&gt;
**[[VC Policy Report]]&lt;br /&gt;
**Began putting portfolio information tables onto specific accelerator pages ex: [[TechStars]]&lt;br /&gt;
&lt;br /&gt;
*11/14/2016 2:00pm-5:20pm&lt;br /&gt;
**[[Money In, Money Out]]&lt;br /&gt;
&lt;br /&gt;
*11/11/2016 2:00pm-5:00pm&lt;br /&gt;
**Created tables in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/8/2016 1:00pm-5:00pm&lt;br /&gt;
**Filtered tables of multiples&lt;br /&gt;
&lt;br /&gt;
*11/7/2016 3:30pm-5:30pm&lt;br /&gt;
**Began matching tables within PSQL to generate complete VC Data-sheets for portfolios&lt;br /&gt;
&lt;br /&gt;
*11/4/2016 1pm-5pm&lt;br /&gt;
**Began importing and refining matcher data in PSQL for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*11/1/2016 1pm-5pm&lt;br /&gt;
**Imported and worked tables in Houston Database for Accelerator Issue Brief&lt;br /&gt;
&lt;br /&gt;
*10/31/2016 2pm-3:30pm&lt;br /&gt;
**Structured steps for PSQL tables&lt;br /&gt;
**PSQL notes in Z:\Houston\HoustonSQLNotes.txt&lt;br /&gt;
&lt;br /&gt;
*10/28/2016 2pm-3:30pm&lt;br /&gt;
**Redid IPO Pull for more information&lt;br /&gt;
**Began psql to match tables and complete info for accelerator data&lt;br /&gt;
&lt;br /&gt;
*10/25/2016 1pm-5:00pm&lt;br /&gt;
**Finished Acquisition information&lt;br /&gt;
**Created short term plan for future of [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Guided people to not go into wrong door for an event&lt;br /&gt;
&lt;br /&gt;
*10/24/2016 2pm-4:50pm&lt;br /&gt;
**Finished IPO information&lt;br /&gt;
**Ran into difficulty with M&amp;amp;A pull from SDC&lt;br /&gt;
&lt;br /&gt;
*10/21/2016 2pm-4:30pm&lt;br /&gt;
**Pulled IPO information&lt;br /&gt;
**Began running IPO numbers for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Power went out at 4:30 so I left&lt;br /&gt;
&lt;br /&gt;
*10/18/2016 1pm-3:30pm and 5:30pm-7pm&lt;br /&gt;
**Finished VC% per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Came back in the evening for McNair wide meeting&lt;br /&gt;
&lt;br /&gt;
*10/17/2016 2pm-5pm&lt;br /&gt;
**Repulled portfolio lists and began updating VC % per accelerator for [[Houston Accelerators (issue brief)]]&lt;br /&gt;
&lt;br /&gt;
[[Time Sheet]]&lt;br /&gt;
&lt;br /&gt;
Late start filling out work logs during school year&lt;br /&gt;
&lt;br /&gt;
===Summer 2016===&lt;br /&gt;
&lt;br /&gt;
*08/01/2016&lt;br /&gt;
**Called in to grade Organic Chem Tests (-1 hour on time sheet)&lt;br /&gt;
**Created A timeline of first, last investments and founding date for companies in Houston&lt;br /&gt;
**Left documentation for either future self or future owner of the [[Houston Entrepreneurship]] page&lt;br /&gt;
&lt;br /&gt;
*07/29/2016&lt;br /&gt;
**Created timelines representing the Houston area in terms of entrepreneurial growth&lt;br /&gt;
***Base files in 'E:\McNair\Projects\Houston\Startup Source Files\Venture'&lt;br /&gt;
***Charts in separate sheets in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
**Put more detail into documentation&lt;br /&gt;
&lt;br /&gt;
*07/28/2016&lt;br /&gt;
**Went back and documented sql tables in Z:\Bulk\Houston\HoustonSQLNotes.txt&lt;br /&gt;
**Put more detail into documenting the research process&lt;br /&gt;
**Created tables for Accelerator Issue Brief in 'E:\McNair\Projects\Houston\Acc Rank IB\Charts.xlsx'&lt;br /&gt;
&lt;br /&gt;
*07/26/2016 and 07/27/2016&lt;br /&gt;
**Finished Acquisitions, IPO and Firm name data in  [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Cleaned up and looked at stats of Benchmarkers vs. HTC and TMCx (which have the most data points of Houston companies)&lt;br /&gt;
**Began looking for more ways to condemn the HTC (though this one may be promising)&lt;br /&gt;
***Just kidding, but the HTC is seeming to do better than expected until now&lt;br /&gt;
&lt;br /&gt;
*07/25/2016&lt;br /&gt;
**Began working with acquisitions data in SDC&lt;br /&gt;
**ran into a lot of bugs&lt;br /&gt;
**Planned out the next unbiased ranking&lt;br /&gt;
&lt;br /&gt;
*07/22/2016&lt;br /&gt;
**Presented unbiased VC funding table to Ed (Sheet 4 from [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]])&lt;br /&gt;
**Added some benchmarks&lt;br /&gt;
**Began adding IPOs and Acquisitions data&lt;br /&gt;
**Began looking at relationships between Acc and VC's&lt;br /&gt;
**Tomorrow need to look into: difference between Total Invested and IPO/Aquired amount&lt;br /&gt;
**Tomorrow need to look into: In which accelerators do mentors have skin in the game&lt;br /&gt;
&lt;br /&gt;
*07/21/2016&lt;br /&gt;
**Matched VC to portfolios of accelerators&lt;br /&gt;
**Used VC info to look at accelerator performance&lt;br /&gt;
**Realized that in the books HTC doesn't look as bad as we thought&lt;br /&gt;
**Tried to come up with better industry averages (in the process)&lt;br /&gt;
**[[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/20/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Narrowed the companies down with the criteria on the [[Houston Accelerators (issue brief)]] page&lt;br /&gt;
**discussed how to judge the organizations more&lt;br /&gt;
**Finished updated PortCo lists for companies 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
**left early to grade Organic Chem exams&lt;br /&gt;
&lt;br /&gt;
*07/19/2016&lt;br /&gt;
**Filled more information into [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Created chart with Dylan attempting to qualify Houston Accelerators (with 11 data points it was underwhelming)&lt;br /&gt;
**Perhaps we need to talk to Yael on how to judge accelerators (objectively?)&lt;br /&gt;
***[http://seedrankings.com/ Yael's seed rankings]&lt;br /&gt;
**Deciding on a better way to document accelerators&lt;br /&gt;
***Perhaps we need to look at VC earning companies (giving them an industry bias) then compare Market and Non&lt;br /&gt;
***Perhaps there's another way to measure cohorts&lt;br /&gt;
**Began updating cohort lists for each accelerator 'E:\McNair\Projects\Houston\Startup Source Files\Accelerators\Updated Portfolios'&lt;br /&gt;
&lt;br /&gt;
*07/18/2016&lt;br /&gt;
**Finished documentation on how to use [[Geocode.py]]&lt;br /&gt;
**Began initial work and planning on how to continue with [[Houston Accelerators (issue brief)]]&lt;br /&gt;
***How to objectively judge Accelerators&lt;br /&gt;
***How to find this information&lt;br /&gt;
***How to coordinate with Dylan&lt;br /&gt;
**Began filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
**Began populating info into [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**To Work on: pick objective standards to judge accelerators on&lt;br /&gt;
**To Work on: finish filling out [[https://docs.google.com/a/rice.edu/spreadsheets/d/1PLWEyBypWldls997BzWWhF9RwCo1JRPxNJPjwPNOhk4/edit?usp=sharing Accelerators Google Sheet]]&lt;br /&gt;
&lt;br /&gt;
*07/15/2016 &lt;br /&gt;
**Added Latitude and Longitude to the Startups of Houston&lt;br /&gt;
**Created a map of Houston startups&lt;br /&gt;
**met with Ankita about wikipages&lt;br /&gt;
**learned about wiki templates&lt;br /&gt;
**created work log and research plan&lt;br /&gt;
**organized my wikipages under [[Houston Entrepreneurship]]&lt;br /&gt;
**Started planning [[Houston Accelerators (issue brief)]]&lt;br /&gt;
**Next Time: Create a page on how to use [[Geocode.py]]&lt;br /&gt;
&lt;br /&gt;
[[Category:Work Log]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Catherine_Kirby&amp;diff=21054</id>
		<title>Catherine Kirby</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Catherine_Kirby&amp;diff=21054"/>
		<updated>2017-10-24T21:35:39Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Research Team&lt;br /&gt;
|name=Catherine Kirby&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=Political Science&lt;br /&gt;
|class=2019&lt;br /&gt;
|join_date=09/08/2016&lt;br /&gt;
|skills=Korean, Writing, Spanish, Research&lt;br /&gt;
|interests=Public Policy, Cooking, Languages, Desserts, Learning to Punch,&lt;br /&gt;
|fun_fact=I am a *blackbelt in Taekwondo (supposedly),&lt;br /&gt;
|email=cak6@rice.edu&lt;br /&gt;
|status=Active&lt;br /&gt;
}}&lt;br /&gt;
Catherine Kirby is a 19 year old Rice student working as a Research Assistant for the James A. Baker III Institute for Public Policy's McNair Center for Entrepreneurship and Innovation. Catherine currently lives in the Houston area and attends Rice University. &lt;br /&gt;
&lt;br /&gt;
==Early Life==&lt;br /&gt;
&lt;br /&gt;
Catherine was born and raised in Dallas by parents Judy and Rangy Kirby. She has three younger siblings, Parker (18), Christine (15), and Andrew (12). Her father, Rangall, is a general and vascular surgeon and her mother, Judy, is an ophthalmologist. She attended the Hockaday School for eight years, graduating in 2015. Catherine began teaching herself Korean in ninth grade and later attended the National Security Language Initiative for Youth Korean Summer and studied at Sogang University in 2014.&lt;br /&gt;
&lt;br /&gt;
==Education==&lt;br /&gt;
&lt;br /&gt;
Catherine is a rising Sophomore majoring in Political Science and minoring in Business at Rice University. She resides at Baker College, making her the third Kirby to make Baker her home. &lt;br /&gt;
&lt;br /&gt;
==Organizational Involvement==&lt;br /&gt;
&lt;br /&gt;
Catherine serves as the Head of Formal Events for the Baker Institute Student Forum. In addition, she has also volunteered for the Leaders Program for the Partnership for the Advancement and Immersion of Refugees and for the Rice International Language Exchange. &lt;br /&gt;
&lt;br /&gt;
==Work Experience==&lt;br /&gt;
&lt;br /&gt;
Catherine worked as a policy intern at Glasshouse Policy, an Austin non-profit focusing on Texas state policy and city issues in 2015 with a stipend from the Rice University Center for Civic Leadership. In high school, Catherine volunteered teaching ESL, Korean to young Korean children, and Korean to foreign students. She has also subtitled a movie for the Busan International Film Festival and worked at Nothing Bundt Cakes. &lt;br /&gt;
&lt;br /&gt;
==Time at McNair==&lt;br /&gt;
&lt;br /&gt;
[[Catherine Kirby (Work Log)]]&lt;br /&gt;
[[Catherine Kirby (Research Plan)]]&lt;br /&gt;
[[Big Problems for Small Practices (Blog Post)]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Catherine_Kirby&amp;diff=21052</id>
		<title>Catherine Kirby</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Catherine_Kirby&amp;diff=21052"/>
		<updated>2017-10-24T21:34:26Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* Early Life */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Research Team&lt;br /&gt;
|name=Catherine Kirby&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=Political Science&lt;br /&gt;
|class=2019&lt;br /&gt;
|join_date=09/08/2016&lt;br /&gt;
|skills=Korean, Writing, Spanish, Research&lt;br /&gt;
|interests=Public Policy, Cooking, Languages, Desserts&lt;br /&gt;
|fun_fact=I am a blackbelt in Taekwondo&lt;br /&gt;
|email=cak6@rice.edu&lt;br /&gt;
|status=Active&lt;br /&gt;
}}&lt;br /&gt;
Catherine Kirby is a 19 year old Rice student working as a Research Assistant for the James A. Baker III Institute for Public Policy's McNair Center for Entrepreneurship and Innovation. Catherine currently lives in the Houston area and attends Rice University. &lt;br /&gt;
&lt;br /&gt;
==Early Life==&lt;br /&gt;
&lt;br /&gt;
Catherine was born and raised in Dallas by parents Judy and Rangy Kirby. She has three younger siblings, Parker (18), Christine (15), and Andrew (12). Her father, Rangall, is a general and vascular surgeon and her mother, Judy, is an ophthalmologist. She attended the Hockaday School for eight years, graduating in 2015. Catherine began teaching herself Korean in ninth grade and later attended the National Security Language Initiative for Youth Korean Summer and studied at Sogang University in 2014.&lt;br /&gt;
&lt;br /&gt;
==Education==&lt;br /&gt;
&lt;br /&gt;
Catherine is a rising Sophomore majoring in Political Science and minoring in Business at Rice University. She resides at Baker College, making her the third Kirby to make Baker her home. &lt;br /&gt;
&lt;br /&gt;
==Organizational Involvement==&lt;br /&gt;
&lt;br /&gt;
Catherine serves as the Head of Formal Events for the Baker Institute Student Forum. In addition, she has also volunteered for the Leaders Program for the Partnership for the Advancement and Immersion of Refugees and for the Rice International Language Exchange. &lt;br /&gt;
&lt;br /&gt;
==Work Experience==&lt;br /&gt;
&lt;br /&gt;
Catherine worked as a policy intern at Glasshouse Policy, an Austin non-profit focusing on Texas state policy and city issues in 2015 with a stipend from the Rice University Center for Civic Leadership. In high school, Catherine volunteered teaching ESL, Korean to young Korean children, and Korean to foreign students. She has also subtitled a movie for the Busan International Film Festival and worked at Nothing Bundt Cakes. &lt;br /&gt;
&lt;br /&gt;
==Time at McNair==&lt;br /&gt;
&lt;br /&gt;
[[Catherine Kirby (Work Log)]]&lt;br /&gt;
[[Catherine Kirby (Research Plan)]]&lt;br /&gt;
[[Big Problems for Small Practices (Blog Post)]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Catherine_Kirby&amp;diff=21051</id>
		<title>Catherine Kirby</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Catherine_Kirby&amp;diff=21051"/>
		<updated>2017-10-24T21:32:44Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Research Team&lt;br /&gt;
|name=Catherine Kirby&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=Political Science&lt;br /&gt;
|class=2019&lt;br /&gt;
|join_date=09/08/2016&lt;br /&gt;
|skills=Korean, Writing, Spanish, Research&lt;br /&gt;
|interests=Public Policy, Cooking, Languages, Desserts&lt;br /&gt;
|fun_fact=I am a blackbelt in Taekwondo&lt;br /&gt;
|email=cak6@rice.edu&lt;br /&gt;
|status=Active&lt;br /&gt;
}}&lt;br /&gt;
Catherine Kirby is a 19 year old Rice student working as a Research Assistant for the James A. Baker III Institute for Public Policy's McNair Center for Entrepreneurship and Innovation. Catherine currently lives in the Houston area and attends Rice University. &lt;br /&gt;
&lt;br /&gt;
==Early Life==&lt;br /&gt;
&lt;br /&gt;
Catherine was born and raised in Dallas by parents Judy and Rangy Kirby. She has three younger siblings, Parker (18), Christine (15), and Andrew (12). Her father, Randall, is a general and vascular surgeon and her mother, Judy, is an ophthalmologist. She attended the Hockaday School for eight years, graduating in 2015. Catherine began teaching herself Korean in ninth grade and later attended the National Security Language Initiative for Youth Korean Summer and studied at Sogang University in 2014. &lt;br /&gt;
&lt;br /&gt;
==Education==&lt;br /&gt;
&lt;br /&gt;
Catherine is a rising Sophomore majoring in Political Science and minoring in Business at Rice University. She resides at Baker College, making her the third Kirby to make Baker her home. &lt;br /&gt;
&lt;br /&gt;
==Organizational Involvement==&lt;br /&gt;
&lt;br /&gt;
Catherine serves as the Head of Formal Events for the Baker Institute Student Forum. In addition, she has also volunteered for the Leaders Program for the Partnership for the Advancement and Immersion of Refugees and for the Rice International Language Exchange. &lt;br /&gt;
&lt;br /&gt;
==Work Experience==&lt;br /&gt;
&lt;br /&gt;
Catherine worked as a policy intern at Glasshouse Policy, an Austin non-profit focusing on Texas state policy and city issues in 2015 with a stipend from the Rice University Center for Civic Leadership. In high school, Catherine volunteered teaching ESL, Korean to young Korean children, and Korean to foreign students. She has also subtitled a movie for the Busan International Film Festival and worked at Nothing Bundt Cakes. &lt;br /&gt;
&lt;br /&gt;
==Time at McNair==&lt;br /&gt;
&lt;br /&gt;
[[Catherine Kirby (Work Log)]]&lt;br /&gt;
[[Catherine Kirby (Research Plan)]]&lt;br /&gt;
[[Big Problems for Small Practices (Blog Post)]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Catherine_Kirby&amp;diff=21050</id>
		<title>Catherine Kirby</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Catherine_Kirby&amp;diff=21050"/>
		<updated>2017-10-24T21:32:21Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Research Team&lt;br /&gt;
|name=Catherine Kirby&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=Political Science&lt;br /&gt;
|class=2019&lt;br /&gt;
|join_date=09/08/2016&lt;br /&gt;
|skills=Korean, Writing, Spanish, Research&lt;br /&gt;
|interests=Public Policy, Cooking, Languages, Desserts&lt;br /&gt;
|fun_fact=I am a blackbelt in Taekwondo&lt;br /&gt;
|email=cak6@rice.edu&lt;br /&gt;
|status=Active&lt;br /&gt;
}}&lt;br /&gt;
Catherine Kirby is a 19 year old Rice student working as a Research Assistant for the James A. Baker III Institute for Public Policy's McNair Center for Entrepreneurship and Innovation. Catherine currently lives in the Houston area and attends Rice University. &lt;br /&gt;
&lt;br /&gt;
==Early Life==&lt;br /&gt;
&lt;br /&gt;
Catherine was born and raised in Dallas by parents Judy and Rudolph Kirby. She has three younger siblings, Parker (18), Christine (15), and Andrew (12). Her father, Randall, is a general and vascular surgeon and her mother, Judy, is an ophthalmologist. She attended the Hockaday School for eight years, graduating in 2015. Catherine began teaching herself Korean in ninth grade and later attended the National Security Language Initiative for Youth Korean Summer and studied at Sogang University in 2014. &lt;br /&gt;
&lt;br /&gt;
==Education==&lt;br /&gt;
&lt;br /&gt;
Catherine is a rising Sophomore majoring in Political Science and minoring in Business at Rice University. She resides at Baker College, making her the third Kirby to make Baker her home. &lt;br /&gt;
&lt;br /&gt;
==Organizational Involvement==&lt;br /&gt;
&lt;br /&gt;
Catherine serves as the Head of Formal Events for the Baker Institute Student Forum. In addition, she has also volunteered for the Leaders Program for the Partnership for the Advancement and Immersion of Refugees and for the Rice International Language Exchange. &lt;br /&gt;
&lt;br /&gt;
==Work Experience==&lt;br /&gt;
&lt;br /&gt;
Catherine worked as a policy intern at Glasshouse Policy, an Austin non-profit focusing on Texas state policy and city issues in 2015 with a stipend from the Rice University Center for Civic Leadership. In high school, Catherine volunteered teaching ESL, Korean to young Korean children, and Korean to foreign students. She has also subtitled a movie for the Busan International Film Festival and worked at Nothing Bundt Cakes. &lt;br /&gt;
&lt;br /&gt;
==Time at McNair==&lt;br /&gt;
&lt;br /&gt;
[[Catherine Kirby (Work Log)]]&lt;br /&gt;
[[Catherine Kirby (Research Plan)]]&lt;br /&gt;
[[Big Problems for Small Practices (Blog Post)]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Houston_Innovation_District&amp;diff=20841</id>
		<title>Houston Innovation District</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Houston_Innovation_District&amp;diff=20841"/>
		<updated>2017-10-17T21:44:53Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* Pulling Yelp Data */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has title=Houston Innovation District&lt;br /&gt;
|Has owner=Ben Baldazo, Dylan Dickens, Joe Reilly, Taylor Jacobe,&lt;br /&gt;
|Has start date=9/20/2017&lt;br /&gt;
|Has deadline=10/27/2017&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
}}&lt;br /&gt;
Link to slides with starting project breakdown: https://docs.google.com/a/rice.edu/presentation/d/1xZFHbmokrq4PE1GqztUEsEkq_swTrR2DHTlx6KwdNwE/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Mayor of Houston has asked us to make recommendations about how to create an innovation district in Houston&lt;br /&gt;
*Go through patent data, find people with patents&lt;br /&gt;
*Find people who have done R&amp;amp;D work&lt;br /&gt;
*Carve up the world of innovative people in terms of data&lt;br /&gt;
**Find their needs&lt;br /&gt;
**Turn it into some sort of office space requirement&lt;br /&gt;
**Try to find where this office space would be, what it would look like&lt;br /&gt;
&lt;br /&gt;
==Anticipated Paper Breakdown==&lt;br /&gt;
#Needs/Wants for an Innovation District&lt;br /&gt;
##Economic Factors&lt;br /&gt;
##Social Factors&lt;br /&gt;
##Environmental Factors&lt;br /&gt;
#Diagnosis of Houston’s Current State&lt;br /&gt;
##How does it fulfill and not fulfill the requirements of an innovation district?&lt;br /&gt;
#Recommendations for how to achieve an Innovation District in Houston&lt;br /&gt;
##What do we need in order to make a successful innovation district in Houston?&lt;br /&gt;
##What would it look like?&lt;br /&gt;
##How do we make it happen?&lt;br /&gt;
###Specific suggestions&lt;br /&gt;
&lt;br /&gt;
=Resources to pull from=&lt;br /&gt;
[[Houston Entrepreneurship]] has info about:&lt;br /&gt;
*Start ups&lt;br /&gt;
*Accelerators/Incubators&lt;br /&gt;
*Entrepreneurship Ecosystems&lt;br /&gt;
*Small Business&lt;br /&gt;
*VC&lt;br /&gt;
&lt;br /&gt;
'''We would ideally have data about:'''&lt;br /&gt;
*Patents in Houston - Houston Startup Ecosystem &amp;gt; HoustonPatents.txt&lt;br /&gt;
*R&amp;amp;D in Houston&lt;br /&gt;
*Factors relating to best Innovation Districts:&lt;br /&gt;
[[File:Factors for innovation district.png]]&lt;br /&gt;
Source: https://www.researchgate.net/figure/312173269_fig15_Figure-19-Key-success-factors-for-innovation-district-development&lt;br /&gt;
&lt;br /&gt;
===Ideal Factors for an Innovation district===&lt;br /&gt;
Here, I will try to break down measurable ways of understanding how an area fulfills the requirements of an innovation district&lt;br /&gt;
&lt;br /&gt;
Data needed is in '''bold'''&lt;br /&gt;
&lt;br /&gt;
Optimize Land Use and Placemaking&lt;br /&gt;
*''Flexibility, responding to market preferences''&lt;br /&gt;
**'''Available office space/undeveloped land in Houston'''&lt;br /&gt;
**'''Availability of capital'''&lt;br /&gt;
***equity&lt;br /&gt;
***VC&lt;br /&gt;
***Investors of all kinds&lt;br /&gt;
*''Infrastructure and land as a platform for experimentation''&lt;br /&gt;
**'''Flexibility of space and infrastructure'''&lt;br /&gt;
**Zoning?&lt;br /&gt;
*''Placemaking to achieve critical mass of real estate and commercial activity and authentic sense of place''&lt;br /&gt;
**Location, location, location&lt;br /&gt;
&lt;br /&gt;
Strategy as a City of Innovation&lt;br /&gt;
*''and leverage the regional innovation context''&lt;br /&gt;
**''What we currently have going for us as a city- who is here and how can we leverage them?''&lt;br /&gt;
***'''R&amp;amp;D Data'''&lt;br /&gt;
***'''Patent Data'''&lt;br /&gt;
*''Prioritize attention on city wide eco-system and development and networking''&lt;br /&gt;
**'''Current Government benefits to improve innovation ecosystem'''&lt;br /&gt;
**What would we ideally have to attract business?&lt;br /&gt;
*''Grow and support existing innovation firms and activity''&lt;br /&gt;
*''Manage externalities that arise''&lt;br /&gt;
**'''Houston's risk preparedness'''&lt;br /&gt;
**'''Competition?'''&lt;br /&gt;
*''Adapt through cycles''&lt;br /&gt;
**'''Predictability of Houston's economy data?'''&lt;br /&gt;
&lt;br /&gt;
Build the City's Innovation Brand&lt;br /&gt;
*''Leverage city DNA and expertise in promoting innovation''&lt;br /&gt;
**Where is Houston at the forefront?&lt;br /&gt;
*''Develop innovation brand as a broad identity and shared narrative''&lt;br /&gt;
**How can we market the city as an innovator? How do we gain that image?&lt;br /&gt;
*''Invite others to feel and experience the innovation culture''&lt;br /&gt;
**How accessibile is Houston?&lt;br /&gt;
***'''Public transportation'''&lt;br /&gt;
***'''Travel costs: flying, lodging'''&lt;br /&gt;
&lt;br /&gt;
A thought: Houston's key capabilities seem to be in Oil/Gas/Energy and Medicine. Can we start by portraying Houston as a leading innovator in those areas? Innovation district can start with our core capabilities&lt;br /&gt;
&lt;br /&gt;
=Link to Doc=&lt;br /&gt;
&lt;br /&gt;
https://docs.google.com/a/rice.edu/document/d/1FiS-fRbNWLbV2on_OETkjqzu9GIcTUoIESLe7DIVQrE/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
=Location data=&lt;br /&gt;
&lt;br /&gt;
*Information on largest office spaces available, and on US median income for 2000 and (estimated) for 2015 are located in E:\McNair\Projects\Innovation Districts\Houston Startup Ecosystem\Location data.&lt;br /&gt;
*Office spaces for sale in the the zip codes listed below were compiled in &amp;quot;Office property listings...&amp;quot; in E:\McNair\Projects\Innovation Districts\Houston Startup Ecosystem\Location data.  Included is acreage/square footage and address.  Listings under &amp;quot;office space&amp;quot; that looked like houses were removed.&lt;br /&gt;
**Listings pulled from zip codes:&lt;br /&gt;
***77002&lt;br /&gt;
***77003&lt;br /&gt;
***77004&lt;br /&gt;
***77005&lt;br /&gt;
***77006&lt;br /&gt;
***77007&lt;br /&gt;
***77008&lt;br /&gt;
***77009&lt;br /&gt;
***77019&lt;br /&gt;
***77098&lt;br /&gt;
***77030&lt;br /&gt;
***77027&lt;br /&gt;
***77025&lt;br /&gt;
***77046&lt;br /&gt;
***77024&lt;br /&gt;
***77056&lt;br /&gt;
***77057&lt;br /&gt;
***77401&lt;br /&gt;
&lt;br /&gt;
==Pulling Yelp Data==&lt;br /&gt;
It seems entirely possible, though against the terms of service of yelp, to pull data from Houston centered searches for things like cafe's or bars. Peter J has done some work like this before with his &amp;quot;Chipotle&amp;quot; and &amp;quot;Starbucks&amp;quot; finder webapps and is working on creating a map / pulling the data from google or yelp to have the locations of all of these points of commerce within the 610 loop.&lt;br /&gt;
*Note: Using yelp data (and regressing things like reviews, new businesses and locations) havard business was able to project (with 30% correlation) the economic growth on a granular scale: http://www.hbs.edu/faculty/Publication%20Files/18-022_0bb9b749-f275-41ff-899c-afd9109568ee.pdf&lt;br /&gt;
**We may be able to produce something similar but less developed using density of restaurants in houston to find entrepreneurial / growth hotspots&lt;br /&gt;
&lt;br /&gt;
=Educational Attainment=&lt;br /&gt;
*For the city of Houston, &lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015: 76.7%&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015: 30.4%&lt;br /&gt;
&lt;br /&gt;
*For Harris County,&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015: 79.6%&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015: 29.5%	&lt;br /&gt;
&lt;br /&gt;
*Compared to the rest of the US:&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	86.7%&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	29.8%&lt;br /&gt;
&lt;br /&gt;
source: https://www.census.gov/quickfacts/fact/table/harriscountytexas,houstoncitytexas,US/PST045216&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Houston_Innovation_District&amp;diff=20840</id>
		<title>Houston Innovation District</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Houston_Innovation_District&amp;diff=20840"/>
		<updated>2017-10-17T21:42:56Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has title=Houston Innovation District&lt;br /&gt;
|Has owner=Ben Baldazo, Dylan Dickens, Joe Reilly, Taylor Jacobe,&lt;br /&gt;
|Has start date=9/20/2017&lt;br /&gt;
|Has deadline=10/27/2017&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
}}&lt;br /&gt;
Link to slides with starting project breakdown: https://docs.google.com/a/rice.edu/presentation/d/1xZFHbmokrq4PE1GqztUEsEkq_swTrR2DHTlx6KwdNwE/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Mayor of Houston has asked us to make recommendations about how to create an innovation district in Houston&lt;br /&gt;
*Go through patent data, find people with patents&lt;br /&gt;
*Find people who have done R&amp;amp;D work&lt;br /&gt;
*Carve up the world of innovative people in terms of data&lt;br /&gt;
**Find their needs&lt;br /&gt;
**Turn it into some sort of office space requirement&lt;br /&gt;
**Try to find where this office space would be, what it would look like&lt;br /&gt;
&lt;br /&gt;
==Anticipated Paper Breakdown==&lt;br /&gt;
#Needs/Wants for an Innovation District&lt;br /&gt;
##Economic Factors&lt;br /&gt;
##Social Factors&lt;br /&gt;
##Environmental Factors&lt;br /&gt;
#Diagnosis of Houston’s Current State&lt;br /&gt;
##How does it fulfill and not fulfill the requirements of an innovation district?&lt;br /&gt;
#Recommendations for how to achieve an Innovation District in Houston&lt;br /&gt;
##What do we need in order to make a successful innovation district in Houston?&lt;br /&gt;
##What would it look like?&lt;br /&gt;
##How do we make it happen?&lt;br /&gt;
###Specific suggestions&lt;br /&gt;
&lt;br /&gt;
=Resources to pull from=&lt;br /&gt;
[[Houston Entrepreneurship]] has info about:&lt;br /&gt;
*Start ups&lt;br /&gt;
*Accelerators/Incubators&lt;br /&gt;
*Entrepreneurship Ecosystems&lt;br /&gt;
*Small Business&lt;br /&gt;
*VC&lt;br /&gt;
&lt;br /&gt;
'''We would ideally have data about:'''&lt;br /&gt;
*Patents in Houston - Houston Startup Ecosystem &amp;gt; HoustonPatents.txt&lt;br /&gt;
*R&amp;amp;D in Houston&lt;br /&gt;
*Factors relating to best Innovation Districts:&lt;br /&gt;
[[File:Factors for innovation district.png]]&lt;br /&gt;
Source: https://www.researchgate.net/figure/312173269_fig15_Figure-19-Key-success-factors-for-innovation-district-development&lt;br /&gt;
&lt;br /&gt;
===Ideal Factors for an Innovation district===&lt;br /&gt;
Here, I will try to break down measurable ways of understanding how an area fulfills the requirements of an innovation district&lt;br /&gt;
&lt;br /&gt;
Data needed is in '''bold'''&lt;br /&gt;
&lt;br /&gt;
Optimize Land Use and Placemaking&lt;br /&gt;
*''Flexibility, responding to market preferences''&lt;br /&gt;
**'''Available office space/undeveloped land in Houston'''&lt;br /&gt;
**'''Availability of capital'''&lt;br /&gt;
***equity&lt;br /&gt;
***VC&lt;br /&gt;
***Investors of all kinds&lt;br /&gt;
*''Infrastructure and land as a platform for experimentation''&lt;br /&gt;
**'''Flexibility of space and infrastructure'''&lt;br /&gt;
**Zoning?&lt;br /&gt;
*''Placemaking to achieve critical mass of real estate and commercial activity and authentic sense of place''&lt;br /&gt;
**Location, location, location&lt;br /&gt;
&lt;br /&gt;
Strategy as a City of Innovation&lt;br /&gt;
*''and leverage the regional innovation context''&lt;br /&gt;
**''What we currently have going for us as a city- who is here and how can we leverage them?''&lt;br /&gt;
***'''R&amp;amp;D Data'''&lt;br /&gt;
***'''Patent Data'''&lt;br /&gt;
*''Prioritize attention on city wide eco-system and development and networking''&lt;br /&gt;
**'''Current Government benefits to improve innovation ecosystem'''&lt;br /&gt;
**What would we ideally have to attract business?&lt;br /&gt;
*''Grow and support existing innovation firms and activity''&lt;br /&gt;
*''Manage externalities that arise''&lt;br /&gt;
**'''Houston's risk preparedness'''&lt;br /&gt;
**'''Competition?'''&lt;br /&gt;
*''Adapt through cycles''&lt;br /&gt;
**'''Predictability of Houston's economy data?'''&lt;br /&gt;
&lt;br /&gt;
Build the City's Innovation Brand&lt;br /&gt;
*''Leverage city DNA and expertise in promoting innovation''&lt;br /&gt;
**Where is Houston at the forefront?&lt;br /&gt;
*''Develop innovation brand as a broad identity and shared narrative''&lt;br /&gt;
**How can we market the city as an innovator? How do we gain that image?&lt;br /&gt;
*''Invite others to feel and experience the innovation culture''&lt;br /&gt;
**How accessibile is Houston?&lt;br /&gt;
***'''Public transportation'''&lt;br /&gt;
***'''Travel costs: flying, lodging'''&lt;br /&gt;
&lt;br /&gt;
A thought: Houston's key capabilities seem to be in Oil/Gas/Energy and Medicine. Can we start by portraying Houston as a leading innovator in those areas? Innovation district can start with our core capabilities&lt;br /&gt;
&lt;br /&gt;
=Link to Doc=&lt;br /&gt;
&lt;br /&gt;
https://docs.google.com/a/rice.edu/document/d/1FiS-fRbNWLbV2on_OETkjqzu9GIcTUoIESLe7DIVQrE/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
=Location data=&lt;br /&gt;
&lt;br /&gt;
*Information on largest office spaces available, and on US median income for 2000 and (estimated) for 2015 are located in E:\McNair\Projects\Innovation Districts\Houston Startup Ecosystem\Location data.&lt;br /&gt;
*Office spaces for sale in the the zip codes listed below were compiled in &amp;quot;Office property listings...&amp;quot; in E:\McNair\Projects\Innovation Districts\Houston Startup Ecosystem\Location data.  Included is acreage/square footage and address.  Listings under &amp;quot;office space&amp;quot; that looked like houses were removed.&lt;br /&gt;
**Listings pulled from zip codes:&lt;br /&gt;
***77002&lt;br /&gt;
***77003&lt;br /&gt;
***77004&lt;br /&gt;
***77005&lt;br /&gt;
***77006&lt;br /&gt;
***77007&lt;br /&gt;
***77008&lt;br /&gt;
***77009&lt;br /&gt;
***77019&lt;br /&gt;
***77098&lt;br /&gt;
***77030&lt;br /&gt;
***77027&lt;br /&gt;
***77025&lt;br /&gt;
***77046&lt;br /&gt;
***77024&lt;br /&gt;
***77056&lt;br /&gt;
***77057&lt;br /&gt;
***77401&lt;br /&gt;
&lt;br /&gt;
==Pulling Yelp Data==&lt;br /&gt;
It seems entirely possible, though against the terms of service of yelp, to pull data from Houston centered searches for things like cafe's or bars. Peter J has done some work like this before with his &amp;quot;Chipotle&amp;quot; and &amp;quot;Starbucks&amp;quot; finder webapps and is working on creating a map / pulling the data from google or yelp to have the locations of all of these points of commerce within the 610 loop.&lt;br /&gt;
&lt;br /&gt;
=Educational Attainment=&lt;br /&gt;
*For the city of Houston, &lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015: 76.7%&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015: 30.4%&lt;br /&gt;
&lt;br /&gt;
*For Harris County,&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015: 79.6%&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015: 29.5%	&lt;br /&gt;
&lt;br /&gt;
*Compared to the rest of the US:&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	86.7%&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	29.8%&lt;br /&gt;
&lt;br /&gt;
source: https://www.census.gov/quickfacts/fact/table/harriscountytexas,houstoncitytexas,US/PST045216&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20815</id>
		<title>Egg Egan</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20815"/>
		<updated>2017-10-16T20:19:48Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Omelet&lt;br /&gt;
|name=Egg Egan&lt;br /&gt;
|user_image=Egg.jpg&lt;br /&gt;
|degree=Medium Well&lt;br /&gt;
|class=Grade A&lt;br /&gt;
|skills=Skillet Maneuvering, cracking under pressure, punctuality&lt;br /&gt;
|status=Cooked&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
=Ingredients=&lt;br /&gt;
# 3 incubated eggs&lt;br /&gt;
# 1/2 cup deadweight loss&lt;br /&gt;
# 100ml free markets&lt;br /&gt;
# 251g Accelerators&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20813</id>
		<title>Egg Egan</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20813"/>
		<updated>2017-10-16T20:18:57Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Omelet&lt;br /&gt;
|name=Egg Egan&lt;br /&gt;
|user_image=Egg.jpg&lt;br /&gt;
|degree=Medium Well&lt;br /&gt;
|class=Grade A&lt;br /&gt;
|skills=Skillet Maneuvering, cracking under pressure&lt;br /&gt;
|status=Cooked&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
=Ingredients=&lt;br /&gt;
# 3 eggs&lt;br /&gt;
# 1/2 cup deadweight loss&lt;br /&gt;
# 100ml free markets&lt;br /&gt;
# 251g Accelerators&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20808</id>
		<title>Egg Egan</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20808"/>
		<updated>2017-10-16T18:50:35Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Omelet&lt;br /&gt;
|name=Egg Eggan&lt;br /&gt;
|user_image=Egg.jpg&lt;br /&gt;
|degree=Medium Well&lt;br /&gt;
|class=Grade A&lt;br /&gt;
|skills=Skillet Maneuvering, cracking under pressure&lt;br /&gt;
|status=Cooked&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
=Ingredients=&lt;br /&gt;
# 3 eggs&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Talk:Augusta_Startup_Ecosystem&amp;diff=20580</id>
		<title>Talk:Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Talk:Augusta_Startup_Ecosystem&amp;diff=20580"/>
		<updated>2017-10-03T21:54:50Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Instructions: Start with date, (name): time - then follow with you work update, what is finished, and what isn't finished / what is left to be completed&lt;br /&gt;
*'''Put your update at the top so the most recent updates are most visible'''&lt;br /&gt;
&lt;br /&gt;
Oct. 3 (Ben):2-5pm&lt;br /&gt;
*Added File of what startups exist in Augusta E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Augusta Startups AngelList.txt&lt;br /&gt;
*Added Filter File on Ecosystem rankings E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\GA cities from Ecosystem Rankings.xlsx&lt;br /&gt;
*Looked into city budget for City of Augusta (it's completely unremarkable)&lt;br /&gt;
*Began research on Deke Copenhaver&lt;br /&gt;
*Still need to look into Columbia County Economic Development Authority&lt;br /&gt;
&lt;br /&gt;
Oct. 3 (Joe): 9:30am-12pm: all work done on [[Augusta Startup Ecosystem]]&lt;br /&gt;
*Added sections: &lt;br /&gt;
**Augusta Incubators section: added Clubhou.se, with a list of corporate sponsors.  If info if I could find any on how they supported clubhou.se.&lt;br /&gt;
**Augusta Innovation Zone&lt;br /&gt;
**UNISYS presecne&lt;br /&gt;
**Booz Allen Hamilton presence&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Oct. 2 (Ben): 2-4pm Updated Silicon Valley stats in the powerpoint using numbers from Accelerator project, Relevant VC Data (Tay's VC file), and mining from AngelList&lt;br /&gt;
*Couldn't find the number of Hubs but I know McNair has the info somewhere&lt;br /&gt;
*Began looking for Corporate headquarters / branches outside of just looking in compustat, by looking at donors to arts programs like the Augusta Ballet&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Talk:Ben_Baldazo&amp;diff=20578</id>
		<title>Talk:Ben Baldazo</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Talk:Ben_Baldazo&amp;diff=20578"/>
		<updated>2017-10-03T21:48:12Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;[[File:BBaldazo.jpg]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20577</id>
		<title>Egg Egan</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20577"/>
		<updated>2017-10-03T21:45:41Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Omelet&lt;br /&gt;
|name=Egg Egan&lt;br /&gt;
|user_image=Egg.jpg&lt;br /&gt;
|degree=Medium Well&lt;br /&gt;
|class=Grade A&lt;br /&gt;
|skills=Skillet Maneuvering, cracking under pressure&lt;br /&gt;
|status=Cooked&lt;br /&gt;
}}&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=File:Egg.jpg&amp;diff=20576</id>
		<title>File:Egg.jpg</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=File:Egg.jpg&amp;diff=20576"/>
		<updated>2017-10-03T21:45:07Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Talk:Egg_Egan&amp;diff=20575</id>
		<title>Talk:Egg Egan</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Talk:Egg_Egan&amp;diff=20575"/>
		<updated>2017-10-03T21:42:57Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: Created page with &amp;quot;File:Egg.jpg&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;[[File:Egg.jpg]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20574</id>
		<title>Egg Egan</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20574"/>
		<updated>2017-10-03T21:41:40Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Omelet&lt;br /&gt;
|name=Egg Egan&lt;br /&gt;
|user_image=Egg.jpg&lt;br /&gt;
|user_image=&lt;br /&gt;
|degree=Medium Well&lt;br /&gt;
|class=Grade A&lt;br /&gt;
|skills=Skillet Maneuvering, cracking under pressure&lt;br /&gt;
|interests=&lt;br /&gt;
|status=Cooked&lt;br /&gt;
}}&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20573</id>
		<title>Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20573"/>
		<updated>2017-10-03T21:40:00Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* Deke Copenhaver */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has owner=Ben Baldazo, Dylan Dickens, Joe Reilly, Taylor Jacobe,&lt;br /&gt;
|Has start date=9/20/2017&lt;br /&gt;
|Has deadline=10/6/2017&lt;br /&gt;
|Has notes=End product is slide deck&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
}}&lt;br /&gt;
Link to DOC: https://docs.google.com/a/rice.edu/document/d/15EtmjxWLLta4SZEW4PlsqxXgA-yEuuZ3OE1Ciin2yHA/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia- Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*University of Augusta is in the local area&lt;br /&gt;
*US CyberCommand is going to locate their headquarters there, and in response, they want to ensure an ecosystem exists there to pull from (QUESTION: WHO IS &amp;quot;THEY&amp;quot; IN THIS SENTENCE?)&lt;br /&gt;
**Needs recruits, programmers&lt;br /&gt;
*Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*Find all of the important inno people in Georgia&lt;br /&gt;
**How can we piece an ecosystem together?&lt;br /&gt;
&lt;br /&gt;
=Potential Corporate Headquarters / Branches=&lt;br /&gt;
Potential way to see: look at donors to Augusta based Arts or Museums&lt;br /&gt;
*Augusta Ballet support (scroll to bottom): http://www.augustaballet.org/support/&lt;br /&gt;
**Only Corporate sponser is &amp;quot;Superior Office Systems&amp;quot;&lt;br /&gt;
&lt;br /&gt;
=VC Data Summary=&lt;br /&gt;
&lt;br /&gt;
Find Data here:&lt;br /&gt;
There is a company level VC data file, with exits, deal type flags, dead/alive years, and round summary info in &lt;br /&gt;
 E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&lt;br /&gt;
&lt;br /&gt;
This file is '''PortCoMaster.txt'''.&lt;br /&gt;
&lt;br /&gt;
Excel File with data filtered by Tay is '''Relevant VC Data'''&lt;br /&gt;
&lt;br /&gt;
Relevant Cities from &amp;quot;E:\McNair\Projects\Ecosystem\Ranking\RankingByEdv2_ changes by DC v2.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
Transferred to &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\GA Cities from Ecosystem Rankings.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia: 7 Results- &lt;br /&gt;
*NRF Distributors Inc, Keymarket Partners, Lexicor Medical Technology Inc, Keymarket III, Solo Cup Operating Corp, Joseph Kirschner Company Inc, and Sagamore Hill Broadcasting LLC. Only Sagamore Hill Broadcasting has received funding in the last 20 years, all the rest were earlier. '''Conclusion: Augusta's VC scene is not good at all. If only one company has been VC backed in the last 20 years, this is worrisome'''&lt;br /&gt;
**Sagamore Hill Broadcasting owns and operates television-broadcasting stations in the Great Lakes and Southern US. It is a joint venture of the investment firm Duff Ackerman &amp;amp; Goodrich of San Francisco, California and former Benedek Broadcasting and Spartan Communications executive Louis Wall (who is also CEO of the group).&lt;br /&gt;
*None are in the categories listed below&lt;br /&gt;
*According to AngelList, there are 9 startups in Augusta GA noted in &amp;quot;Augusta Startups AngelList.txt&amp;quot;&lt;br /&gt;
&lt;br /&gt;
Atlanta, Georgia: ~550 results- &lt;br /&gt;
*200 of these are in the last decade; Atlanta is clearly attracting VC funding. How can we expand that success to Augusta? &lt;br /&gt;
*Of those in the last decade, small proportion could be cybersecurity-related: &lt;br /&gt;
**3  Internet Security and Transaction Services&lt;br /&gt;
**10 Security/Firewalls/Encryption software&lt;br /&gt;
**None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Charleston, South Carolina- ~30 results- &lt;br /&gt;
*In general, these investments are far more recent than those in Augusta, with half of these results taking place within the last decade.&lt;br /&gt;
*Only one Security/Firewalls/Encryption- PhishLabs&lt;br /&gt;
*None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Other local areas&lt;br /&gt;
*Athens, Georgia: 15 VC funded, 7 within last decade&lt;br /&gt;
*Savannah, Georgia: 5 VC funded, 1 within last decade&lt;br /&gt;
&lt;br /&gt;
Silicon Valley:&lt;br /&gt;
Accelerators&lt;br /&gt;
*Included these filters on '''Relevant VC Data''': CA for state and these cities: Campbell; Cupertino; Los Altos; Los Altos Hills; Los Gatos; Milpitas; Monte Sereno; Morgan Hill; Mountain View; Palo Alto; San Fransisco; San Jose; San Mateo; Santa Clara; Saratoga; Sunnyvale&lt;br /&gt;
**this is the list of cities Wikipedia's page on Silicon Valley includes plus San Mateo and San Francisco ADD OTHER SAN FRANCISCO BAY AREA CITIES FROM DIANA CARRANZA'S RANKING REPORT IN ECOSYSTEM&amp;gt;RANKING.&lt;br /&gt;
*7520 VC funded, 4220 over last decade&lt;br /&gt;
Incubators:&lt;br /&gt;
*Searched for incubators on AngelList (saved to &amp;quot;AngelList Silicon Valley Incubators (unfiltered).txt&amp;quot;) but the results were definitely more than just incubators so filtered to everything that had &amp;quot;incub&amp;quot; in its name or description and added back ycombinator (Saved to &amp;quot;AngelList Silicon Valley Incubators (filtered).txt&amp;quot;)&lt;br /&gt;
&lt;br /&gt;
Relevant industries (at the indsubgroup level) for cyber security might be:&lt;br /&gt;
                    indsubgroup&lt;br /&gt;
 -------------------------------------------------&lt;br /&gt;
 Internet Security and Transaction Services&lt;br /&gt;
 Other Electronics Related (incl. alarm systems)&lt;br /&gt;
 Military Electronics (excluding communications)&lt;br /&gt;
 Security/Alarm/Sensors&lt;br /&gt;
 Security/FirewallsEncryption software&lt;br /&gt;
 Computer Security Services&lt;br /&gt;
 Defense Communications&lt;br /&gt;
&lt;br /&gt;
Note that the original source data is in '''vcdb2''' and the script to make this data is '''augustavcdata.sql'''&lt;br /&gt;
&lt;br /&gt;
==Recent Business News for Augusta==&lt;br /&gt;
&lt;br /&gt;
*Building a new arena in Augusta, but unknown where the location will be: http://chronicle.augusta.com/news/2017-09-26/regency-supporters-unmoved-arena-site-selection-presentation, http://www.wrdw.com/content/news/Coliseum-Authority-Meeting-a-Full-House-448078573.html&lt;br /&gt;
* New Internship program to promote sticking in Augusta to work: &amp;quot;The Students2Work initiative aims to place 250 Richmond County high school students in internships throughout the Augusta area – to both improve the skills they have, and to develop new skills to better prepare them for the working world.&amp;quot; http://chronicle.augusta.com/news/business/2017-09-06/business-education-leaders-announce-job-internship-initiative-richmond&lt;br /&gt;
&lt;br /&gt;
The demand for skilled workers takes on added gravity as the region braces for an expected economic spike spurred by cyber-related businesses.&lt;br /&gt;
&lt;br /&gt;
=Tasks for Ben Baldazo, Joe Reilly and Dylan Dickens on September 26=&lt;br /&gt;
#MOVE THIS ZIP CODE INFO TO NEW SECTION ON WIKI PAGE Determine which zip codes are associated with Augusta, Augusta University &amp;amp; Cyber command facility.&lt;br /&gt;
#*Augusta: http://zipcode.org/city/GA/AUGUSTA&lt;br /&gt;
#*Augusta U (zip: 30912) website: http://www.augusta.edu/&lt;br /&gt;
#*Fort Gordon (houses the cyber command) Zip: 30905 | Website: http://www.gordon.army.mil/&lt;br /&gt;
#Use Compustat to pull data on publicly traded firms in Augusta, Atlanta  and Georgia.&lt;br /&gt;
#*See E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Compustat (publicly traded firms)&lt;br /&gt;
#**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; restricted pull to those exchanges of publicly traded companies over the past year&lt;br /&gt;
#**&amp;quot;Public Firms&amp;quot; pull from all of compustat that goes from Jan 2010 to Sept 2017&lt;br /&gt;
#**Excel for both of these is likely filtered to Georgia or even Augusta&lt;br /&gt;
#Data on Accelerators for Augusta, Atlanta, Georgia, and Silicon Valley:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Accelerators &amp;amp; Cohorts&amp;quot;&lt;br /&gt;
##*Data includes list of accelerators in Georgia &amp;amp; the available information on cohort companies from Georgia&lt;br /&gt;
##*Pulled from Accelerator_Data in E:\McNair\Projects\Accelerators\Fall 2017 : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - Flashpoint, Georgia Tech - VentureLab (Tech Transfer).  This second list was not checked thoroughly yet.&lt;br /&gt;
#*To find number in Silicon valley included provinces: Mountain View, Palo Alto, San Francisco, San Jose, San Mateo, Santa Clara, Sunnyvale&lt;br /&gt;
#**Didn’t have data on number of incubators in SV but found angellist search: https://angel.co/companies?company_types[]=Incubator&amp;amp;locations[]=1681-Silicon+Valley,+CA&lt;br /&gt;
#***The problem is that most of these aren’t incubators&lt;br /&gt;
&lt;br /&gt;
#Grants Data:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\NIH NSF Clinical Trials for Georgia by Zip&amp;quot;&lt;br /&gt;
#*Some notes in the CKnotes.txt file&lt;br /&gt;
#*Notes on sourcing of this data in&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NSF_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NIH_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/FDA_Trials_Data&lt;br /&gt;
#Get data on all VC-backed firms in Augusta, Atlanta, and Georgia.&lt;br /&gt;
#What data on cybersecurity startups is available from VenturExpert.&lt;br /&gt;
# See Anne for further assignments.&lt;br /&gt;
&lt;br /&gt;
=List of publicly traded firms in Georgia=&lt;br /&gt;
&lt;br /&gt;
*Firms on NYSE NASDAQ AMEX yr 2016&lt;br /&gt;
**An excel file list of publicly traded firms (on NYSE, NASDAQ, or American Stock Exchange), with their data for Jan 1 2016-Jan 1 2017, pulled from compustat (https://wrds-web.wharton.upenn.edu/wrds/ds/compm/funda/index.cfm?navId=84), can be found in E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem.  It's filtered to show only Georgia companies.  It's called &amp;quot;Firms on...&amp;quot;.  The list files also appear in E:\McNair\Projects\Publicly Traded Firms Data.&lt;br /&gt;
&lt;br /&gt;
*PublicFirms&lt;br /&gt;
**excel and txt file of public traded firms with records since Jan 2010 across the entire compustat database. The excel file is filtered to augusta companies&lt;br /&gt;
&lt;br /&gt;
* The files show (in order on the excel sheet)&lt;br /&gt;
**at (total assets)&lt;br /&gt;
**intan (intangible assets)&lt;br /&gt;
**intano (other intangibles)&lt;br /&gt;
**revt (total revenue in millions)&lt;br /&gt;
**xrd (research and development expense)&lt;br /&gt;
**exchg (stock exchange code)&lt;br /&gt;
**address1&lt;br /&gt;
**address2&lt;br /&gt;
**city&lt;br /&gt;
**zipcode&lt;br /&gt;
**location (country)&lt;br /&gt;
**naics (North American industry classification code)&lt;br /&gt;
**state&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Directions for pulling general data from https://wrds-web.wharton.upenn.edu/wrds//ds/compm/funda/index.cfm?queryID=807962 with filters for Fundamentals Annual:&lt;br /&gt;
**Best to do this in Internet explorer or Firefox so that once the file is completed, it can be downloaded directly (as opposed to Chrome)&lt;br /&gt;
*Step 1: Choose a date range&lt;br /&gt;
*Step 2: choose GVKEY.  &lt;br /&gt;
*Step 3: choose data items.  In the search bar below, search for information you want.  You can search either the abbreviation or the description itself.  Once you choose a piece of information (i.e., Stock Exchange Code), a window pops up above Step 3 indicating that you can filter by these pieces of information, in addition to having them in your output file.  To filter by Stock exchange, for example, click (in the Conditional Statements window) the drop down arrow, click &amp;quot;Stock Exchange Code&amp;quot;.  In the far right box, input the code that corresponds to each Stock Exchange (can only be found before Stock Exchange code is selected as a variable type in Step 3.  If it's selected, deselect it, find it in the search box, and click on the question mark).  To add more, click either &amp;quot;OR&amp;quot; or &amp;quot;AND&amp;quot; and add another code.  Select all desired variables and all desired filters on those variables.&lt;br /&gt;
*Step 4: &lt;br /&gt;
**Output format: select tab-delimited text.  &lt;br /&gt;
**Compression type: Select none &lt;br /&gt;
**Date format: choose either the first option or the last one.&lt;br /&gt;
&lt;br /&gt;
=Documentation=&lt;br /&gt;
'''E Drive Folder:'''&lt;br /&gt;
 &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&amp;quot;&lt;br /&gt;
*Files located in above folder with data pull description:&lt;br /&gt;
**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; (both Excel and Text file): Fundamentals Annual for Jan 1 2017-Jan 1 2017, for firms traded on any of the following stock exchanges: NYSE, NASDAQ, American Stock Exchange.  The variables pulled are listed in the above section&lt;br /&gt;
'''Z Drive Folder:'''&lt;br /&gt;
 &amp;quot;Z:\Innovation Districts&amp;quot;&lt;br /&gt;
*Code document: augusta.sql&lt;br /&gt;
*table notes: augustaSQL_notes.txt&lt;br /&gt;
'''Database:'''&lt;br /&gt;
 augusta&lt;br /&gt;
&lt;br /&gt;
=Tentative Schedule=&lt;br /&gt;
&lt;br /&gt;
Week of 9/25: Gather, compile, and synthesize data&lt;br /&gt;
&lt;br /&gt;
Week of 10/1: Make recommendations, create slides and review with Ed&lt;br /&gt;
&lt;br /&gt;
==Anticipated Paper Breakdown==&lt;br /&gt;
#Needs/Wants for an Startup Ecosystem&lt;br /&gt;
##Economic Factors&lt;br /&gt;
##Social Factors&lt;br /&gt;
##Environmental Factors&lt;br /&gt;
##Government aid&lt;br /&gt;
#Diagnosis of Augusta’s Current State&lt;br /&gt;
##How does it fulfill and not fulfill the requirements of an innovation district?&lt;br /&gt;
##What resources are available in Georgia as a whole that can be used in Augusta?&lt;br /&gt;
#Recommendations for how to achieve a Startup Ecosystem in Augusta&lt;br /&gt;
##What do we need in order to make a successful startup ecosystem in Augusta? (What is missing?)&lt;br /&gt;
##What would it look like?&lt;br /&gt;
##How do we make it happen?&lt;br /&gt;
###Specific suggestions&lt;br /&gt;
&lt;br /&gt;
=Zip Codes=&lt;br /&gt;
*30901&lt;br /&gt;
*30903&lt;br /&gt;
*30907&lt;br /&gt;
*30909&lt;br /&gt;
*30999&lt;br /&gt;
*30904&lt;br /&gt;
*30905&lt;br /&gt;
*30906&lt;br /&gt;
*30912&lt;br /&gt;
*30914&lt;br /&gt;
*30916&lt;br /&gt;
*30917&lt;br /&gt;
*30919&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=Georgia Accelerator Programs=&lt;br /&gt;
&lt;br /&gt;
##*From Accelerator Data in E:\McNair\Projects\Accelerators\Summer 2017\Veeral : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - VentureLab (Tech Transfer).&lt;br /&gt;
&lt;br /&gt;
=Georgia VC Firms=&lt;br /&gt;
&lt;br /&gt;
=Resources Needed=&lt;br /&gt;
[[File: Startup Ecosystems.png]]&lt;br /&gt;
Elements of a Startup Ecosystem&lt;br /&gt;
''Technical Skills''&lt;br /&gt;
*'''Education rates of local population'''&lt;br /&gt;
*Research on University of Augusta&lt;br /&gt;
*How to attract human capital?&lt;br /&gt;
''Risk Tolerance''&lt;br /&gt;
*'''Local Economic Stability'''&lt;br /&gt;
*'''City's Risk Preparedness'''&lt;br /&gt;
''Availability of Capital''&lt;br /&gt;
*'''VC, Equity'''&lt;br /&gt;
''Visible Successes''&lt;br /&gt;
*What has already happened there? How can we market the city to best attract human capital and create a city brand?&lt;br /&gt;
''Collaborative Culture''&lt;br /&gt;
*'''Proximity between innovators'''&lt;br /&gt;
*'''Transportation availability'''&lt;br /&gt;
*'''Accessibility to travelers'''&lt;br /&gt;
''Regulatory Environment''&lt;br /&gt;
*Potential for tax credits, types of incentives local government can offer&lt;br /&gt;
''Experienced Mentors''&lt;br /&gt;
*Who is already there who can act as a mentor?&lt;br /&gt;
*Who can we attract there to act as a mentor?&lt;br /&gt;
**'''Patent and R&amp;amp;D data for the area'''&lt;br /&gt;
''Entrepreneurial Culture''&lt;br /&gt;
*What creates a strong entrepreneurial culture and how can we bring that to Augusta?&lt;br /&gt;
&lt;br /&gt;
=Educational Attainment=&lt;br /&gt;
&lt;br /&gt;
*For Richmond County, Georgia, which includes Augusta, the US Census Bureau projects that:	&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	&lt;br /&gt;
&lt;br /&gt;
Compared to the rest of the US:&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	86.7%&lt;br /&gt;
*Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	29.8%&lt;br /&gt;
&lt;br /&gt;
*source: https://www.census.gov/quickfacts/fact/table/richmondcountygeorgia,US/PST045216&lt;br /&gt;
&lt;br /&gt;
=Augusta Incubators=&lt;br /&gt;
&lt;br /&gt;
*Clubhou.se: https://theclubhou.se/&lt;br /&gt;
**Division of Hack Augusta, a community of entrerpeneurs&lt;br /&gt;
**Offers coding classes in HTML, Javascript, etc.&lt;br /&gt;
**Corporate Sponsors: &lt;br /&gt;
****Booz Allen Hamilton (see below)&lt;br /&gt;
**** Intelligenesis: In Augusta, according to https://theclubhou.se/corporate-sponsor-intelligenesis-llc/, they &amp;quot;provide exceptional technical expertise to meet customer mission challenges in Intelligence Analysis, Machine Learning/ Data Science, Analytics Development for Big Data, Software Lifecycle Support, and '''Research and Development'''&amp;quot;&lt;br /&gt;
****ATDC&lt;br /&gt;
****Mail Chimp&lt;br /&gt;
****Georgia Power&lt;br /&gt;
****Augusta Economic Development Authority&lt;br /&gt;
****AT&amp;amp;T&lt;br /&gt;
&lt;br /&gt;
=Augusta Innovation Zone=&lt;br /&gt;
&lt;br /&gt;
*http://www.augustainnovationzone.com/index.html&lt;br /&gt;
*Workspace opening in fall 2017&lt;br /&gt;
*6 directors, among them: Deke Copenhaver, the mayor of Augusta from 2005-2014&lt;br /&gt;
**As of Apr. 1, 2017, high demand: &amp;gt;200 people on waitlist&lt;br /&gt;
***source: https://www.forbes.com/sites/mikemontgomery/2017/04/01/how-augusta-georgia-is-becoming-a-model-for-tech-innovation-in-small-cities/#1ffd417e1f43&lt;br /&gt;
&lt;br /&gt;
==Deke Copenhaver==&lt;br /&gt;
[http://chronicle.augusta.com/metro-latest-news-government/2014-12-27/copenhaver-served-mayor-nine-years-without-controversy| No Party; No Controversies]&lt;br /&gt;
&lt;br /&gt;
=UNISYS presence=&lt;br /&gt;
&lt;br /&gt;
*Has pledged to employ 700 Augustinians by 2019 in tech support for public sector and commercial clients.&lt;br /&gt;
&lt;br /&gt;
=Booz Allen Hamilton presence=&lt;br /&gt;
&lt;br /&gt;
*Corporate sponsor for The Clubhouse&lt;br /&gt;
*In Augusta, &amp;quot;Booz Allen has a large footprint in Augusta which supports multiple clients across the Department of Defense, as well as the commercial market.&amp;quot;  It provides STEM &amp;amp;STEM education funding to Augusta community.&lt;br /&gt;
**source: https://theclubhou.se/corporate-sponsor-booz-allen-hamilton/&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20572</id>
		<title>Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20572"/>
		<updated>2017-10-03T21:39:42Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* Deke Copenhaver */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has owner=Ben Baldazo, Dylan Dickens, Joe Reilly, Taylor Jacobe,&lt;br /&gt;
|Has start date=9/20/2017&lt;br /&gt;
|Has deadline=10/6/2017&lt;br /&gt;
|Has notes=End product is slide deck&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
}}&lt;br /&gt;
Link to DOC: https://docs.google.com/a/rice.edu/document/d/15EtmjxWLLta4SZEW4PlsqxXgA-yEuuZ3OE1Ciin2yHA/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia- Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*University of Augusta is in the local area&lt;br /&gt;
*US CyberCommand is going to locate their headquarters there, and in response, they want to ensure an ecosystem exists there to pull from (QUESTION: WHO IS &amp;quot;THEY&amp;quot; IN THIS SENTENCE?)&lt;br /&gt;
**Needs recruits, programmers&lt;br /&gt;
*Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*Find all of the important inno people in Georgia&lt;br /&gt;
**How can we piece an ecosystem together?&lt;br /&gt;
&lt;br /&gt;
=Potential Corporate Headquarters / Branches=&lt;br /&gt;
Potential way to see: look at donors to Augusta based Arts or Museums&lt;br /&gt;
*Augusta Ballet support (scroll to bottom): http://www.augustaballet.org/support/&lt;br /&gt;
**Only Corporate sponser is &amp;quot;Superior Office Systems&amp;quot;&lt;br /&gt;
&lt;br /&gt;
=VC Data Summary=&lt;br /&gt;
&lt;br /&gt;
Find Data here:&lt;br /&gt;
There is a company level VC data file, with exits, deal type flags, dead/alive years, and round summary info in &lt;br /&gt;
 E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&lt;br /&gt;
&lt;br /&gt;
This file is '''PortCoMaster.txt'''.&lt;br /&gt;
&lt;br /&gt;
Excel File with data filtered by Tay is '''Relevant VC Data'''&lt;br /&gt;
&lt;br /&gt;
Relevant Cities from &amp;quot;E:\McNair\Projects\Ecosystem\Ranking\RankingByEdv2_ changes by DC v2.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
Transferred to &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\GA Cities from Ecosystem Rankings.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia: 7 Results- &lt;br /&gt;
*NRF Distributors Inc, Keymarket Partners, Lexicor Medical Technology Inc, Keymarket III, Solo Cup Operating Corp, Joseph Kirschner Company Inc, and Sagamore Hill Broadcasting LLC. Only Sagamore Hill Broadcasting has received funding in the last 20 years, all the rest were earlier. '''Conclusion: Augusta's VC scene is not good at all. If only one company has been VC backed in the last 20 years, this is worrisome'''&lt;br /&gt;
**Sagamore Hill Broadcasting owns and operates television-broadcasting stations in the Great Lakes and Southern US. It is a joint venture of the investment firm Duff Ackerman &amp;amp; Goodrich of San Francisco, California and former Benedek Broadcasting and Spartan Communications executive Louis Wall (who is also CEO of the group).&lt;br /&gt;
*None are in the categories listed below&lt;br /&gt;
*According to AngelList, there are 9 startups in Augusta GA noted in &amp;quot;Augusta Startups AngelList.txt&amp;quot;&lt;br /&gt;
&lt;br /&gt;
Atlanta, Georgia: ~550 results- &lt;br /&gt;
*200 of these are in the last decade; Atlanta is clearly attracting VC funding. How can we expand that success to Augusta? &lt;br /&gt;
*Of those in the last decade, small proportion could be cybersecurity-related: &lt;br /&gt;
**3  Internet Security and Transaction Services&lt;br /&gt;
**10 Security/Firewalls/Encryption software&lt;br /&gt;
**None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Charleston, South Carolina- ~30 results- &lt;br /&gt;
*In general, these investments are far more recent than those in Augusta, with half of these results taking place within the last decade.&lt;br /&gt;
*Only one Security/Firewalls/Encryption- PhishLabs&lt;br /&gt;
*None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Other local areas&lt;br /&gt;
*Athens, Georgia: 15 VC funded, 7 within last decade&lt;br /&gt;
*Savannah, Georgia: 5 VC funded, 1 within last decade&lt;br /&gt;
&lt;br /&gt;
Silicon Valley:&lt;br /&gt;
Accelerators&lt;br /&gt;
*Included these filters on '''Relevant VC Data''': CA for state and these cities: Campbell; Cupertino; Los Altos; Los Altos Hills; Los Gatos; Milpitas; Monte Sereno; Morgan Hill; Mountain View; Palo Alto; San Fransisco; San Jose; San Mateo; Santa Clara; Saratoga; Sunnyvale&lt;br /&gt;
**this is the list of cities Wikipedia's page on Silicon Valley includes plus San Mateo and San Francisco ADD OTHER SAN FRANCISCO BAY AREA CITIES FROM DIANA CARRANZA'S RANKING REPORT IN ECOSYSTEM&amp;gt;RANKING.&lt;br /&gt;
*7520 VC funded, 4220 over last decade&lt;br /&gt;
Incubators:&lt;br /&gt;
*Searched for incubators on AngelList (saved to &amp;quot;AngelList Silicon Valley Incubators (unfiltered).txt&amp;quot;) but the results were definitely more than just incubators so filtered to everything that had &amp;quot;incub&amp;quot; in its name or description and added back ycombinator (Saved to &amp;quot;AngelList Silicon Valley Incubators (filtered).txt&amp;quot;)&lt;br /&gt;
&lt;br /&gt;
Relevant industries (at the indsubgroup level) for cyber security might be:&lt;br /&gt;
                    indsubgroup&lt;br /&gt;
 -------------------------------------------------&lt;br /&gt;
 Internet Security and Transaction Services&lt;br /&gt;
 Other Electronics Related (incl. alarm systems)&lt;br /&gt;
 Military Electronics (excluding communications)&lt;br /&gt;
 Security/Alarm/Sensors&lt;br /&gt;
 Security/FirewallsEncryption software&lt;br /&gt;
 Computer Security Services&lt;br /&gt;
 Defense Communications&lt;br /&gt;
&lt;br /&gt;
Note that the original source data is in '''vcdb2''' and the script to make this data is '''augustavcdata.sql'''&lt;br /&gt;
&lt;br /&gt;
==Recent Business News for Augusta==&lt;br /&gt;
&lt;br /&gt;
*Building a new arena in Augusta, but unknown where the location will be: http://chronicle.augusta.com/news/2017-09-26/regency-supporters-unmoved-arena-site-selection-presentation, http://www.wrdw.com/content/news/Coliseum-Authority-Meeting-a-Full-House-448078573.html&lt;br /&gt;
* New Internship program to promote sticking in Augusta to work: &amp;quot;The Students2Work initiative aims to place 250 Richmond County high school students in internships throughout the Augusta area – to both improve the skills they have, and to develop new skills to better prepare them for the working world.&amp;quot; http://chronicle.augusta.com/news/business/2017-09-06/business-education-leaders-announce-job-internship-initiative-richmond&lt;br /&gt;
&lt;br /&gt;
The demand for skilled workers takes on added gravity as the region braces for an expected economic spike spurred by cyber-related businesses.&lt;br /&gt;
&lt;br /&gt;
=Tasks for Ben Baldazo, Joe Reilly and Dylan Dickens on September 26=&lt;br /&gt;
#MOVE THIS ZIP CODE INFO TO NEW SECTION ON WIKI PAGE Determine which zip codes are associated with Augusta, Augusta University &amp;amp; Cyber command facility.&lt;br /&gt;
#*Augusta: http://zipcode.org/city/GA/AUGUSTA&lt;br /&gt;
#*Augusta U (zip: 30912) website: http://www.augusta.edu/&lt;br /&gt;
#*Fort Gordon (houses the cyber command) Zip: 30905 | Website: http://www.gordon.army.mil/&lt;br /&gt;
#Use Compustat to pull data on publicly traded firms in Augusta, Atlanta  and Georgia.&lt;br /&gt;
#*See E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Compustat (publicly traded firms)&lt;br /&gt;
#**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; restricted pull to those exchanges of publicly traded companies over the past year&lt;br /&gt;
#**&amp;quot;Public Firms&amp;quot; pull from all of compustat that goes from Jan 2010 to Sept 2017&lt;br /&gt;
#**Excel for both of these is likely filtered to Georgia or even Augusta&lt;br /&gt;
#Data on Accelerators for Augusta, Atlanta, Georgia, and Silicon Valley:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Accelerators &amp;amp; Cohorts&amp;quot;&lt;br /&gt;
##*Data includes list of accelerators in Georgia &amp;amp; the available information on cohort companies from Georgia&lt;br /&gt;
##*Pulled from Accelerator_Data in E:\McNair\Projects\Accelerators\Fall 2017 : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - Flashpoint, Georgia Tech - VentureLab (Tech Transfer).  This second list was not checked thoroughly yet.&lt;br /&gt;
#*To find number in Silicon valley included provinces: Mountain View, Palo Alto, San Francisco, San Jose, San Mateo, Santa Clara, Sunnyvale&lt;br /&gt;
#**Didn’t have data on number of incubators in SV but found angellist search: https://angel.co/companies?company_types[]=Incubator&amp;amp;locations[]=1681-Silicon+Valley,+CA&lt;br /&gt;
#***The problem is that most of these aren’t incubators&lt;br /&gt;
&lt;br /&gt;
#Grants Data:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\NIH NSF Clinical Trials for Georgia by Zip&amp;quot;&lt;br /&gt;
#*Some notes in the CKnotes.txt file&lt;br /&gt;
#*Notes on sourcing of this data in&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NSF_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NIH_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/FDA_Trials_Data&lt;br /&gt;
#Get data on all VC-backed firms in Augusta, Atlanta, and Georgia.&lt;br /&gt;
#What data on cybersecurity startups is available from VenturExpert.&lt;br /&gt;
# See Anne for further assignments.&lt;br /&gt;
&lt;br /&gt;
=List of publicly traded firms in Georgia=&lt;br /&gt;
&lt;br /&gt;
*Firms on NYSE NASDAQ AMEX yr 2016&lt;br /&gt;
**An excel file list of publicly traded firms (on NYSE, NASDAQ, or American Stock Exchange), with their data for Jan 1 2016-Jan 1 2017, pulled from compustat (https://wrds-web.wharton.upenn.edu/wrds/ds/compm/funda/index.cfm?navId=84), can be found in E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem.  It's filtered to show only Georgia companies.  It's called &amp;quot;Firms on...&amp;quot;.  The list files also appear in E:\McNair\Projects\Publicly Traded Firms Data.&lt;br /&gt;
&lt;br /&gt;
*PublicFirms&lt;br /&gt;
**excel and txt file of public traded firms with records since Jan 2010 across the entire compustat database. The excel file is filtered to augusta companies&lt;br /&gt;
&lt;br /&gt;
* The files show (in order on the excel sheet)&lt;br /&gt;
**at (total assets)&lt;br /&gt;
**intan (intangible assets)&lt;br /&gt;
**intano (other intangibles)&lt;br /&gt;
**revt (total revenue in millions)&lt;br /&gt;
**xrd (research and development expense)&lt;br /&gt;
**exchg (stock exchange code)&lt;br /&gt;
**address1&lt;br /&gt;
**address2&lt;br /&gt;
**city&lt;br /&gt;
**zipcode&lt;br /&gt;
**location (country)&lt;br /&gt;
**naics (North American industry classification code)&lt;br /&gt;
**state&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Directions for pulling general data from https://wrds-web.wharton.upenn.edu/wrds//ds/compm/funda/index.cfm?queryID=807962 with filters for Fundamentals Annual:&lt;br /&gt;
**Best to do this in Internet explorer or Firefox so that once the file is completed, it can be downloaded directly (as opposed to Chrome)&lt;br /&gt;
*Step 1: Choose a date range&lt;br /&gt;
*Step 2: choose GVKEY.  &lt;br /&gt;
*Step 3: choose data items.  In the search bar below, search for information you want.  You can search either the abbreviation or the description itself.  Once you choose a piece of information (i.e., Stock Exchange Code), a window pops up above Step 3 indicating that you can filter by these pieces of information, in addition to having them in your output file.  To filter by Stock exchange, for example, click (in the Conditional Statements window) the drop down arrow, click &amp;quot;Stock Exchange Code&amp;quot;.  In the far right box, input the code that corresponds to each Stock Exchange (can only be found before Stock Exchange code is selected as a variable type in Step 3.  If it's selected, deselect it, find it in the search box, and click on the question mark).  To add more, click either &amp;quot;OR&amp;quot; or &amp;quot;AND&amp;quot; and add another code.  Select all desired variables and all desired filters on those variables.&lt;br /&gt;
*Step 4: &lt;br /&gt;
**Output format: select tab-delimited text.  &lt;br /&gt;
**Compression type: Select none &lt;br /&gt;
**Date format: choose either the first option or the last one.&lt;br /&gt;
&lt;br /&gt;
=Documentation=&lt;br /&gt;
'''E Drive Folder:'''&lt;br /&gt;
 &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&amp;quot;&lt;br /&gt;
*Files located in above folder with data pull description:&lt;br /&gt;
**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; (both Excel and Text file): Fundamentals Annual for Jan 1 2017-Jan 1 2017, for firms traded on any of the following stock exchanges: NYSE, NASDAQ, American Stock Exchange.  The variables pulled are listed in the above section&lt;br /&gt;
'''Z Drive Folder:'''&lt;br /&gt;
 &amp;quot;Z:\Innovation Districts&amp;quot;&lt;br /&gt;
*Code document: augusta.sql&lt;br /&gt;
*table notes: augustaSQL_notes.txt&lt;br /&gt;
'''Database:'''&lt;br /&gt;
 augusta&lt;br /&gt;
&lt;br /&gt;
=Tentative Schedule=&lt;br /&gt;
&lt;br /&gt;
Week of 9/25: Gather, compile, and synthesize data&lt;br /&gt;
&lt;br /&gt;
Week of 10/1: Make recommendations, create slides and review with Ed&lt;br /&gt;
&lt;br /&gt;
==Anticipated Paper Breakdown==&lt;br /&gt;
#Needs/Wants for an Startup Ecosystem&lt;br /&gt;
##Economic Factors&lt;br /&gt;
##Social Factors&lt;br /&gt;
##Environmental Factors&lt;br /&gt;
##Government aid&lt;br /&gt;
#Diagnosis of Augusta’s Current State&lt;br /&gt;
##How does it fulfill and not fulfill the requirements of an innovation district?&lt;br /&gt;
##What resources are available in Georgia as a whole that can be used in Augusta?&lt;br /&gt;
#Recommendations for how to achieve a Startup Ecosystem in Augusta&lt;br /&gt;
##What do we need in order to make a successful startup ecosystem in Augusta? (What is missing?)&lt;br /&gt;
##What would it look like?&lt;br /&gt;
##How do we make it happen?&lt;br /&gt;
###Specific suggestions&lt;br /&gt;
&lt;br /&gt;
=Zip Codes=&lt;br /&gt;
*30901&lt;br /&gt;
*30903&lt;br /&gt;
*30907&lt;br /&gt;
*30909&lt;br /&gt;
*30999&lt;br /&gt;
*30904&lt;br /&gt;
*30905&lt;br /&gt;
*30906&lt;br /&gt;
*30912&lt;br /&gt;
*30914&lt;br /&gt;
*30916&lt;br /&gt;
*30917&lt;br /&gt;
*30919&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=Georgia Accelerator Programs=&lt;br /&gt;
&lt;br /&gt;
##*From Accelerator Data in E:\McNair\Projects\Accelerators\Summer 2017\Veeral : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - VentureLab (Tech Transfer).&lt;br /&gt;
&lt;br /&gt;
=Georgia VC Firms=&lt;br /&gt;
&lt;br /&gt;
=Resources Needed=&lt;br /&gt;
[[File: Startup Ecosystems.png]]&lt;br /&gt;
Elements of a Startup Ecosystem&lt;br /&gt;
''Technical Skills''&lt;br /&gt;
*'''Education rates of local population'''&lt;br /&gt;
*Research on University of Augusta&lt;br /&gt;
*How to attract human capital?&lt;br /&gt;
''Risk Tolerance''&lt;br /&gt;
*'''Local Economic Stability'''&lt;br /&gt;
*'''City's Risk Preparedness'''&lt;br /&gt;
''Availability of Capital''&lt;br /&gt;
*'''VC, Equity'''&lt;br /&gt;
''Visible Successes''&lt;br /&gt;
*What has already happened there? How can we market the city to best attract human capital and create a city brand?&lt;br /&gt;
''Collaborative Culture''&lt;br /&gt;
*'''Proximity between innovators'''&lt;br /&gt;
*'''Transportation availability'''&lt;br /&gt;
*'''Accessibility to travelers'''&lt;br /&gt;
''Regulatory Environment''&lt;br /&gt;
*Potential for tax credits, types of incentives local government can offer&lt;br /&gt;
''Experienced Mentors''&lt;br /&gt;
*Who is already there who can act as a mentor?&lt;br /&gt;
*Who can we attract there to act as a mentor?&lt;br /&gt;
**'''Patent and R&amp;amp;D data for the area'''&lt;br /&gt;
''Entrepreneurial Culture''&lt;br /&gt;
*What creates a strong entrepreneurial culture and how can we bring that to Augusta?&lt;br /&gt;
&lt;br /&gt;
=Educational Attainment=&lt;br /&gt;
&lt;br /&gt;
*For Richmond County, Georgia, which includes Augusta, the US Census Bureau projects that:	&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	&lt;br /&gt;
&lt;br /&gt;
Compared to the rest of the US:&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	86.7%&lt;br /&gt;
*Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	29.8%&lt;br /&gt;
&lt;br /&gt;
*source: https://www.census.gov/quickfacts/fact/table/richmondcountygeorgia,US/PST045216&lt;br /&gt;
&lt;br /&gt;
=Augusta Incubators=&lt;br /&gt;
&lt;br /&gt;
*Clubhou.se: https://theclubhou.se/&lt;br /&gt;
**Division of Hack Augusta, a community of entrerpeneurs&lt;br /&gt;
**Offers coding classes in HTML, Javascript, etc.&lt;br /&gt;
**Corporate Sponsors: &lt;br /&gt;
****Booz Allen Hamilton (see below)&lt;br /&gt;
**** Intelligenesis: In Augusta, according to https://theclubhou.se/corporate-sponsor-intelligenesis-llc/, they &amp;quot;provide exceptional technical expertise to meet customer mission challenges in Intelligence Analysis, Machine Learning/ Data Science, Analytics Development for Big Data, Software Lifecycle Support, and '''Research and Development'''&amp;quot;&lt;br /&gt;
****ATDC&lt;br /&gt;
****Mail Chimp&lt;br /&gt;
****Georgia Power&lt;br /&gt;
****Augusta Economic Development Authority&lt;br /&gt;
****AT&amp;amp;T&lt;br /&gt;
&lt;br /&gt;
=Augusta Innovation Zone=&lt;br /&gt;
&lt;br /&gt;
*http://www.augustainnovationzone.com/index.html&lt;br /&gt;
*Workspace opening in fall 2017&lt;br /&gt;
*6 directors, among them: Deke Copenhaver, the mayor of Augusta from 2005-2014&lt;br /&gt;
**As of Apr. 1, 2017, high demand: &amp;gt;200 people on waitlist&lt;br /&gt;
***source: https://www.forbes.com/sites/mikemontgomery/2017/04/01/how-augusta-georgia-is-becoming-a-model-for-tech-innovation-in-small-cities/#1ffd417e1f43&lt;br /&gt;
&lt;br /&gt;
==Deke Copenhaver==&lt;br /&gt;
[[http://chronicle.augusta.com/metro-latest-news-government/2014-12-27/copenhaver-served-mayor-nine-years-without-controversy|No Party; No Controversies]]&lt;br /&gt;
&lt;br /&gt;
=UNISYS presence=&lt;br /&gt;
&lt;br /&gt;
*Has pledged to employ 700 Augustinians by 2019 in tech support for public sector and commercial clients.&lt;br /&gt;
&lt;br /&gt;
=Booz Allen Hamilton presence=&lt;br /&gt;
&lt;br /&gt;
*Corporate sponsor for The Clubhouse&lt;br /&gt;
*In Augusta, &amp;quot;Booz Allen has a large footprint in Augusta which supports multiple clients across the Department of Defense, as well as the commercial market.&amp;quot;  It provides STEM &amp;amp;STEM education funding to Augusta community.&lt;br /&gt;
**source: https://theclubhou.se/corporate-sponsor-booz-allen-hamilton/&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20571</id>
		<title>Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20571"/>
		<updated>2017-10-03T21:38:48Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* Augusta Innovation Zone */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has owner=Ben Baldazo, Dylan Dickens, Joe Reilly, Taylor Jacobe,&lt;br /&gt;
|Has start date=9/20/2017&lt;br /&gt;
|Has deadline=10/6/2017&lt;br /&gt;
|Has notes=End product is slide deck&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
}}&lt;br /&gt;
Link to DOC: https://docs.google.com/a/rice.edu/document/d/15EtmjxWLLta4SZEW4PlsqxXgA-yEuuZ3OE1Ciin2yHA/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia- Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*University of Augusta is in the local area&lt;br /&gt;
*US CyberCommand is going to locate their headquarters there, and in response, they want to ensure an ecosystem exists there to pull from (QUESTION: WHO IS &amp;quot;THEY&amp;quot; IN THIS SENTENCE?)&lt;br /&gt;
**Needs recruits, programmers&lt;br /&gt;
*Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*Find all of the important inno people in Georgia&lt;br /&gt;
**How can we piece an ecosystem together?&lt;br /&gt;
&lt;br /&gt;
=Potential Corporate Headquarters / Branches=&lt;br /&gt;
Potential way to see: look at donors to Augusta based Arts or Museums&lt;br /&gt;
*Augusta Ballet support (scroll to bottom): http://www.augustaballet.org/support/&lt;br /&gt;
**Only Corporate sponser is &amp;quot;Superior Office Systems&amp;quot;&lt;br /&gt;
&lt;br /&gt;
=VC Data Summary=&lt;br /&gt;
&lt;br /&gt;
Find Data here:&lt;br /&gt;
There is a company level VC data file, with exits, deal type flags, dead/alive years, and round summary info in &lt;br /&gt;
 E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&lt;br /&gt;
&lt;br /&gt;
This file is '''PortCoMaster.txt'''.&lt;br /&gt;
&lt;br /&gt;
Excel File with data filtered by Tay is '''Relevant VC Data'''&lt;br /&gt;
&lt;br /&gt;
Relevant Cities from &amp;quot;E:\McNair\Projects\Ecosystem\Ranking\RankingByEdv2_ changes by DC v2.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
Transferred to &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\GA Cities from Ecosystem Rankings.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia: 7 Results- &lt;br /&gt;
*NRF Distributors Inc, Keymarket Partners, Lexicor Medical Technology Inc, Keymarket III, Solo Cup Operating Corp, Joseph Kirschner Company Inc, and Sagamore Hill Broadcasting LLC. Only Sagamore Hill Broadcasting has received funding in the last 20 years, all the rest were earlier. '''Conclusion: Augusta's VC scene is not good at all. If only one company has been VC backed in the last 20 years, this is worrisome'''&lt;br /&gt;
**Sagamore Hill Broadcasting owns and operates television-broadcasting stations in the Great Lakes and Southern US. It is a joint venture of the investment firm Duff Ackerman &amp;amp; Goodrich of San Francisco, California and former Benedek Broadcasting and Spartan Communications executive Louis Wall (who is also CEO of the group).&lt;br /&gt;
*None are in the categories listed below&lt;br /&gt;
*According to AngelList, there are 9 startups in Augusta GA noted in &amp;quot;Augusta Startups AngelList.txt&amp;quot;&lt;br /&gt;
&lt;br /&gt;
Atlanta, Georgia: ~550 results- &lt;br /&gt;
*200 of these are in the last decade; Atlanta is clearly attracting VC funding. How can we expand that success to Augusta? &lt;br /&gt;
*Of those in the last decade, small proportion could be cybersecurity-related: &lt;br /&gt;
**3  Internet Security and Transaction Services&lt;br /&gt;
**10 Security/Firewalls/Encryption software&lt;br /&gt;
**None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Charleston, South Carolina- ~30 results- &lt;br /&gt;
*In general, these investments are far more recent than those in Augusta, with half of these results taking place within the last decade.&lt;br /&gt;
*Only one Security/Firewalls/Encryption- PhishLabs&lt;br /&gt;
*None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Other local areas&lt;br /&gt;
*Athens, Georgia: 15 VC funded, 7 within last decade&lt;br /&gt;
*Savannah, Georgia: 5 VC funded, 1 within last decade&lt;br /&gt;
&lt;br /&gt;
Silicon Valley:&lt;br /&gt;
Accelerators&lt;br /&gt;
*Included these filters on '''Relevant VC Data''': CA for state and these cities: Campbell; Cupertino; Los Altos; Los Altos Hills; Los Gatos; Milpitas; Monte Sereno; Morgan Hill; Mountain View; Palo Alto; San Fransisco; San Jose; San Mateo; Santa Clara; Saratoga; Sunnyvale&lt;br /&gt;
**this is the list of cities Wikipedia's page on Silicon Valley includes plus San Mateo and San Francisco ADD OTHER SAN FRANCISCO BAY AREA CITIES FROM DIANA CARRANZA'S RANKING REPORT IN ECOSYSTEM&amp;gt;RANKING.&lt;br /&gt;
*7520 VC funded, 4220 over last decade&lt;br /&gt;
Incubators:&lt;br /&gt;
*Searched for incubators on AngelList (saved to &amp;quot;AngelList Silicon Valley Incubators (unfiltered).txt&amp;quot;) but the results were definitely more than just incubators so filtered to everything that had &amp;quot;incub&amp;quot; in its name or description and added back ycombinator (Saved to &amp;quot;AngelList Silicon Valley Incubators (filtered).txt&amp;quot;)&lt;br /&gt;
&lt;br /&gt;
Relevant industries (at the indsubgroup level) for cyber security might be:&lt;br /&gt;
                    indsubgroup&lt;br /&gt;
 -------------------------------------------------&lt;br /&gt;
 Internet Security and Transaction Services&lt;br /&gt;
 Other Electronics Related (incl. alarm systems)&lt;br /&gt;
 Military Electronics (excluding communications)&lt;br /&gt;
 Security/Alarm/Sensors&lt;br /&gt;
 Security/FirewallsEncryption software&lt;br /&gt;
 Computer Security Services&lt;br /&gt;
 Defense Communications&lt;br /&gt;
&lt;br /&gt;
Note that the original source data is in '''vcdb2''' and the script to make this data is '''augustavcdata.sql'''&lt;br /&gt;
&lt;br /&gt;
==Recent Business News for Augusta==&lt;br /&gt;
&lt;br /&gt;
*Building a new arena in Augusta, but unknown where the location will be: http://chronicle.augusta.com/news/2017-09-26/regency-supporters-unmoved-arena-site-selection-presentation, http://www.wrdw.com/content/news/Coliseum-Authority-Meeting-a-Full-House-448078573.html&lt;br /&gt;
* New Internship program to promote sticking in Augusta to work: &amp;quot;The Students2Work initiative aims to place 250 Richmond County high school students in internships throughout the Augusta area – to both improve the skills they have, and to develop new skills to better prepare them for the working world.&amp;quot; http://chronicle.augusta.com/news/business/2017-09-06/business-education-leaders-announce-job-internship-initiative-richmond&lt;br /&gt;
&lt;br /&gt;
The demand for skilled workers takes on added gravity as the region braces for an expected economic spike spurred by cyber-related businesses.&lt;br /&gt;
&lt;br /&gt;
=Tasks for Ben Baldazo, Joe Reilly and Dylan Dickens on September 26=&lt;br /&gt;
#MOVE THIS ZIP CODE INFO TO NEW SECTION ON WIKI PAGE Determine which zip codes are associated with Augusta, Augusta University &amp;amp; Cyber command facility.&lt;br /&gt;
#*Augusta: http://zipcode.org/city/GA/AUGUSTA&lt;br /&gt;
#*Augusta U (zip: 30912) website: http://www.augusta.edu/&lt;br /&gt;
#*Fort Gordon (houses the cyber command) Zip: 30905 | Website: http://www.gordon.army.mil/&lt;br /&gt;
#Use Compustat to pull data on publicly traded firms in Augusta, Atlanta  and Georgia.&lt;br /&gt;
#*See E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Compustat (publicly traded firms)&lt;br /&gt;
#**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; restricted pull to those exchanges of publicly traded companies over the past year&lt;br /&gt;
#**&amp;quot;Public Firms&amp;quot; pull from all of compustat that goes from Jan 2010 to Sept 2017&lt;br /&gt;
#**Excel for both of these is likely filtered to Georgia or even Augusta&lt;br /&gt;
#Data on Accelerators for Augusta, Atlanta, Georgia, and Silicon Valley:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Accelerators &amp;amp; Cohorts&amp;quot;&lt;br /&gt;
##*Data includes list of accelerators in Georgia &amp;amp; the available information on cohort companies from Georgia&lt;br /&gt;
##*Pulled from Accelerator_Data in E:\McNair\Projects\Accelerators\Fall 2017 : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - Flashpoint, Georgia Tech - VentureLab (Tech Transfer).  This second list was not checked thoroughly yet.&lt;br /&gt;
#*To find number in Silicon valley included provinces: Mountain View, Palo Alto, San Francisco, San Jose, San Mateo, Santa Clara, Sunnyvale&lt;br /&gt;
#**Didn’t have data on number of incubators in SV but found angellist search: https://angel.co/companies?company_types[]=Incubator&amp;amp;locations[]=1681-Silicon+Valley,+CA&lt;br /&gt;
#***The problem is that most of these aren’t incubators&lt;br /&gt;
&lt;br /&gt;
#Grants Data:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\NIH NSF Clinical Trials for Georgia by Zip&amp;quot;&lt;br /&gt;
#*Some notes in the CKnotes.txt file&lt;br /&gt;
#*Notes on sourcing of this data in&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NSF_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NIH_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/FDA_Trials_Data&lt;br /&gt;
#Get data on all VC-backed firms in Augusta, Atlanta, and Georgia.&lt;br /&gt;
#What data on cybersecurity startups is available from VenturExpert.&lt;br /&gt;
# See Anne for further assignments.&lt;br /&gt;
&lt;br /&gt;
=List of publicly traded firms in Georgia=&lt;br /&gt;
&lt;br /&gt;
*Firms on NYSE NASDAQ AMEX yr 2016&lt;br /&gt;
**An excel file list of publicly traded firms (on NYSE, NASDAQ, or American Stock Exchange), with their data for Jan 1 2016-Jan 1 2017, pulled from compustat (https://wrds-web.wharton.upenn.edu/wrds/ds/compm/funda/index.cfm?navId=84), can be found in E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem.  It's filtered to show only Georgia companies.  It's called &amp;quot;Firms on...&amp;quot;.  The list files also appear in E:\McNair\Projects\Publicly Traded Firms Data.&lt;br /&gt;
&lt;br /&gt;
*PublicFirms&lt;br /&gt;
**excel and txt file of public traded firms with records since Jan 2010 across the entire compustat database. The excel file is filtered to augusta companies&lt;br /&gt;
&lt;br /&gt;
* The files show (in order on the excel sheet)&lt;br /&gt;
**at (total assets)&lt;br /&gt;
**intan (intangible assets)&lt;br /&gt;
**intano (other intangibles)&lt;br /&gt;
**revt (total revenue in millions)&lt;br /&gt;
**xrd (research and development expense)&lt;br /&gt;
**exchg (stock exchange code)&lt;br /&gt;
**address1&lt;br /&gt;
**address2&lt;br /&gt;
**city&lt;br /&gt;
**zipcode&lt;br /&gt;
**location (country)&lt;br /&gt;
**naics (North American industry classification code)&lt;br /&gt;
**state&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Directions for pulling general data from https://wrds-web.wharton.upenn.edu/wrds//ds/compm/funda/index.cfm?queryID=807962 with filters for Fundamentals Annual:&lt;br /&gt;
**Best to do this in Internet explorer or Firefox so that once the file is completed, it can be downloaded directly (as opposed to Chrome)&lt;br /&gt;
*Step 1: Choose a date range&lt;br /&gt;
*Step 2: choose GVKEY.  &lt;br /&gt;
*Step 3: choose data items.  In the search bar below, search for information you want.  You can search either the abbreviation or the description itself.  Once you choose a piece of information (i.e., Stock Exchange Code), a window pops up above Step 3 indicating that you can filter by these pieces of information, in addition to having them in your output file.  To filter by Stock exchange, for example, click (in the Conditional Statements window) the drop down arrow, click &amp;quot;Stock Exchange Code&amp;quot;.  In the far right box, input the code that corresponds to each Stock Exchange (can only be found before Stock Exchange code is selected as a variable type in Step 3.  If it's selected, deselect it, find it in the search box, and click on the question mark).  To add more, click either &amp;quot;OR&amp;quot; or &amp;quot;AND&amp;quot; and add another code.  Select all desired variables and all desired filters on those variables.&lt;br /&gt;
*Step 4: &lt;br /&gt;
**Output format: select tab-delimited text.  &lt;br /&gt;
**Compression type: Select none &lt;br /&gt;
**Date format: choose either the first option or the last one.&lt;br /&gt;
&lt;br /&gt;
=Documentation=&lt;br /&gt;
'''E Drive Folder:'''&lt;br /&gt;
 &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&amp;quot;&lt;br /&gt;
*Files located in above folder with data pull description:&lt;br /&gt;
**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; (both Excel and Text file): Fundamentals Annual for Jan 1 2017-Jan 1 2017, for firms traded on any of the following stock exchanges: NYSE, NASDAQ, American Stock Exchange.  The variables pulled are listed in the above section&lt;br /&gt;
'''Z Drive Folder:'''&lt;br /&gt;
 &amp;quot;Z:\Innovation Districts&amp;quot;&lt;br /&gt;
*Code document: augusta.sql&lt;br /&gt;
*table notes: augustaSQL_notes.txt&lt;br /&gt;
'''Database:'''&lt;br /&gt;
 augusta&lt;br /&gt;
&lt;br /&gt;
=Tentative Schedule=&lt;br /&gt;
&lt;br /&gt;
Week of 9/25: Gather, compile, and synthesize data&lt;br /&gt;
&lt;br /&gt;
Week of 10/1: Make recommendations, create slides and review with Ed&lt;br /&gt;
&lt;br /&gt;
==Anticipated Paper Breakdown==&lt;br /&gt;
#Needs/Wants for an Startup Ecosystem&lt;br /&gt;
##Economic Factors&lt;br /&gt;
##Social Factors&lt;br /&gt;
##Environmental Factors&lt;br /&gt;
##Government aid&lt;br /&gt;
#Diagnosis of Augusta’s Current State&lt;br /&gt;
##How does it fulfill and not fulfill the requirements of an innovation district?&lt;br /&gt;
##What resources are available in Georgia as a whole that can be used in Augusta?&lt;br /&gt;
#Recommendations for how to achieve a Startup Ecosystem in Augusta&lt;br /&gt;
##What do we need in order to make a successful startup ecosystem in Augusta? (What is missing?)&lt;br /&gt;
##What would it look like?&lt;br /&gt;
##How do we make it happen?&lt;br /&gt;
###Specific suggestions&lt;br /&gt;
&lt;br /&gt;
=Zip Codes=&lt;br /&gt;
*30901&lt;br /&gt;
*30903&lt;br /&gt;
*30907&lt;br /&gt;
*30909&lt;br /&gt;
*30999&lt;br /&gt;
*30904&lt;br /&gt;
*30905&lt;br /&gt;
*30906&lt;br /&gt;
*30912&lt;br /&gt;
*30914&lt;br /&gt;
*30916&lt;br /&gt;
*30917&lt;br /&gt;
*30919&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=Georgia Accelerator Programs=&lt;br /&gt;
&lt;br /&gt;
##*From Accelerator Data in E:\McNair\Projects\Accelerators\Summer 2017\Veeral : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - VentureLab (Tech Transfer).&lt;br /&gt;
&lt;br /&gt;
=Georgia VC Firms=&lt;br /&gt;
&lt;br /&gt;
=Resources Needed=&lt;br /&gt;
[[File: Startup Ecosystems.png]]&lt;br /&gt;
Elements of a Startup Ecosystem&lt;br /&gt;
''Technical Skills''&lt;br /&gt;
*'''Education rates of local population'''&lt;br /&gt;
*Research on University of Augusta&lt;br /&gt;
*How to attract human capital?&lt;br /&gt;
''Risk Tolerance''&lt;br /&gt;
*'''Local Economic Stability'''&lt;br /&gt;
*'''City's Risk Preparedness'''&lt;br /&gt;
''Availability of Capital''&lt;br /&gt;
*'''VC, Equity'''&lt;br /&gt;
''Visible Successes''&lt;br /&gt;
*What has already happened there? How can we market the city to best attract human capital and create a city brand?&lt;br /&gt;
''Collaborative Culture''&lt;br /&gt;
*'''Proximity between innovators'''&lt;br /&gt;
*'''Transportation availability'''&lt;br /&gt;
*'''Accessibility to travelers'''&lt;br /&gt;
''Regulatory Environment''&lt;br /&gt;
*Potential for tax credits, types of incentives local government can offer&lt;br /&gt;
''Experienced Mentors''&lt;br /&gt;
*Who is already there who can act as a mentor?&lt;br /&gt;
*Who can we attract there to act as a mentor?&lt;br /&gt;
**'''Patent and R&amp;amp;D data for the area'''&lt;br /&gt;
''Entrepreneurial Culture''&lt;br /&gt;
*What creates a strong entrepreneurial culture and how can we bring that to Augusta?&lt;br /&gt;
&lt;br /&gt;
=Educational Attainment=&lt;br /&gt;
&lt;br /&gt;
*For Richmond County, Georgia, which includes Augusta, the US Census Bureau projects that:	&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	&lt;br /&gt;
&lt;br /&gt;
Compared to the rest of the US:&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	86.7%&lt;br /&gt;
*Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	29.8%&lt;br /&gt;
&lt;br /&gt;
*source: https://www.census.gov/quickfacts/fact/table/richmondcountygeorgia,US/PST045216&lt;br /&gt;
&lt;br /&gt;
=Augusta Incubators=&lt;br /&gt;
&lt;br /&gt;
*Clubhou.se: https://theclubhou.se/&lt;br /&gt;
**Division of Hack Augusta, a community of entrerpeneurs&lt;br /&gt;
**Offers coding classes in HTML, Javascript, etc.&lt;br /&gt;
**Corporate Sponsors: &lt;br /&gt;
****Booz Allen Hamilton (see below)&lt;br /&gt;
**** Intelligenesis: In Augusta, according to https://theclubhou.se/corporate-sponsor-intelligenesis-llc/, they &amp;quot;provide exceptional technical expertise to meet customer mission challenges in Intelligence Analysis, Machine Learning/ Data Science, Analytics Development for Big Data, Software Lifecycle Support, and '''Research and Development'''&amp;quot;&lt;br /&gt;
****ATDC&lt;br /&gt;
****Mail Chimp&lt;br /&gt;
****Georgia Power&lt;br /&gt;
****Augusta Economic Development Authority&lt;br /&gt;
****AT&amp;amp;T&lt;br /&gt;
&lt;br /&gt;
=Augusta Innovation Zone=&lt;br /&gt;
&lt;br /&gt;
*http://www.augustainnovationzone.com/index.html&lt;br /&gt;
*Workspace opening in fall 2017&lt;br /&gt;
*6 directors, among them: Deke Copenhaver, the mayor of Augusta from 2005-2014&lt;br /&gt;
**As of Apr. 1, 2017, high demand: &amp;gt;200 people on waitlist&lt;br /&gt;
***source: https://www.forbes.com/sites/mikemontgomery/2017/04/01/how-augusta-georgia-is-becoming-a-model-for-tech-innovation-in-small-cities/#1ffd417e1f43&lt;br /&gt;
&lt;br /&gt;
==Deke Copenhaver==&lt;br /&gt;
[[No Party; No Controversies| http://chronicle.augusta.com/metro-latest-news-government/2014-12-27/copenhaver-served-mayor-nine-years-without-controversy]]&lt;br /&gt;
&lt;br /&gt;
=UNISYS presence=&lt;br /&gt;
&lt;br /&gt;
*Has pledged to employ 700 Augustinians by 2019 in tech support for public sector and commercial clients.&lt;br /&gt;
&lt;br /&gt;
=Booz Allen Hamilton presence=&lt;br /&gt;
&lt;br /&gt;
*Corporate sponsor for The Clubhouse&lt;br /&gt;
*In Augusta, &amp;quot;Booz Allen has a large footprint in Augusta which supports multiple clients across the Department of Defense, as well as the commercial market.&amp;quot;  It provides STEM &amp;amp;STEM education funding to Augusta community.&lt;br /&gt;
**source: https://theclubhou.se/corporate-sponsor-booz-allen-hamilton/&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20570</id>
		<title>Egg Egan</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Egg_Egan&amp;diff=20570"/>
		<updated>2017-10-03T21:31:22Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: Created page with &amp;quot;{{McNair Staff |position=Omelet |name=Egg Egan |user_image= |degree=Medium Well |class=Grade A |skills=Skillet Maneuvering, cracking under pressure |interests= |status=Cooked }}&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Omelet&lt;br /&gt;
|name=Egg Egan&lt;br /&gt;
|user_image=&lt;br /&gt;
|degree=Medium Well&lt;br /&gt;
|class=Grade A&lt;br /&gt;
|skills=Skillet Maneuvering, cracking under pressure&lt;br /&gt;
|interests=&lt;br /&gt;
|status=Cooked&lt;br /&gt;
}}&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Talk:Ben_Baldazo&amp;diff=20569</id>
		<title>Talk:Ben Baldazo</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Talk:Ben_Baldazo&amp;diff=20569"/>
		<updated>2017-10-03T21:28:38Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;[[File:BBaldazo.jpg]]&lt;br /&gt;
&lt;br /&gt;
[[Egg Egan]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo&amp;diff=20568</id>
		<title>Ben Baldazo</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo&amp;diff=20568"/>
		<updated>2017-10-03T21:24:09Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Research Team&lt;br /&gt;
|name=Ben Baldazo&lt;br /&gt;
|user_image=benbaldazo.jpg&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=CHEM, MTEC,&lt;br /&gt;
|class=2018&lt;br /&gt;
|join_date=Dec 2015&lt;br /&gt;
|skills=Excel, Writing, Editing, regex, sql, McNair Veteran&lt;br /&gt;
|interests=Conservation, Sustainability, Hiking,&lt;br /&gt;
|email=bjb10@rice.edu&lt;br /&gt;
|skype_name=benbaldazo@gmail.com&lt;br /&gt;
|status=Active,&lt;br /&gt;
}}&lt;br /&gt;
=Summary=&lt;br /&gt;
Email me at bjb10@rice.edu or just yell and I'll come if I'm in earshot.&lt;br /&gt;
Class of 2018 from Austin, TX.&lt;br /&gt;
&lt;br /&gt;
=What I can help you with=&lt;br /&gt;
*Getting set up with databases&lt;br /&gt;
*Regex&lt;br /&gt;
*PSQL&lt;br /&gt;
*Excel&lt;br /&gt;
*wiki tables&lt;br /&gt;
*SDC Platinum&lt;br /&gt;
*Normalizer&lt;br /&gt;
*Matcher&lt;br /&gt;
*Economic rationales&lt;br /&gt;
*Unspoken Rules/expected notations at McNair (i.e. with basic code, wiki, and other format expectations)&lt;br /&gt;
&lt;br /&gt;
=Topics Worked with at McNair=&lt;br /&gt;
*Venture Capital&lt;br /&gt;
*Entrepreneurship and high growth&lt;br /&gt;
*Accelerators &amp;amp; Cohorts&lt;br /&gt;
*Innovation Districts&lt;br /&gt;
&lt;br /&gt;
=Internal=&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo (Research Plan)]]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!-- null edit dummy --&amp;gt;[[Category:McNair Staff]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo&amp;diff=20567</id>
		<title>Ben Baldazo</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo&amp;diff=20567"/>
		<updated>2017-10-03T21:22:27Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Research Team&lt;br /&gt;
|name=Ben Baldazo&lt;br /&gt;
|user_image=benbaldazo.jpg&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=CHEM, MTEC,&lt;br /&gt;
|class=2018&lt;br /&gt;
|join_date=Dec 2015&lt;br /&gt;
|skills=Excel, Writing, Editing, regex, sql, McNair Veteran&lt;br /&gt;
|interests=Conservation, Sustainability, Hiking,&lt;br /&gt;
|fun_fact= N/A&lt;br /&gt;
|email=bjb10@rice.edu&lt;br /&gt;
|skype_name=benbaldazo@gmail.com&lt;br /&gt;
|status=Active,&lt;br /&gt;
}}&lt;br /&gt;
=Summary=&lt;br /&gt;
Email me at bjb10@rice.edu or just yell and I'll come if I'm in earshot.&lt;br /&gt;
Class of 2018 from Austin, TX.&lt;br /&gt;
&lt;br /&gt;
=What I can help you with=&lt;br /&gt;
*Getting set up with databases&lt;br /&gt;
*Regex&lt;br /&gt;
*PSQL&lt;br /&gt;
*Excel&lt;br /&gt;
*wiki tables&lt;br /&gt;
*SDC Platinum&lt;br /&gt;
*Normalizer&lt;br /&gt;
*Matcher&lt;br /&gt;
*Economic rationales&lt;br /&gt;
*Unspoken Rules/expected notations at McNair (i.e. with basic code, wiki, and other format expectations)&lt;br /&gt;
&lt;br /&gt;
=Topics Worked with at McNair=&lt;br /&gt;
*Venture Capital&lt;br /&gt;
*Entrepreneurship and high growth&lt;br /&gt;
*Accelerators &amp;amp; Cohorts&lt;br /&gt;
*Innovation Districts&lt;br /&gt;
&lt;br /&gt;
=Internal=&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo (Research Plan)]]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!-- null edit dummy --&amp;gt;[[Category:McNair Staff]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo&amp;diff=20566</id>
		<title>Ben Baldazo</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Ben_Baldazo&amp;diff=20566"/>
		<updated>2017-10-03T21:21:29Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Research Team&lt;br /&gt;
|name=Ben Baldazo&lt;br /&gt;
|user_image=benbaldazo.jpg&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=CHEM, MTEC,&lt;br /&gt;
|class=2018&lt;br /&gt;
|join_date=Dec 2015&lt;br /&gt;
|skills=Excel, Writing, Editing, regex, sql, McNair Veteran&lt;br /&gt;
|interests=Conservation, Sustainability, Hiking,&lt;br /&gt;
|fun_fact=I've never read The Neverending Story&lt;br /&gt;
|email=bjb10@rice.edu&lt;br /&gt;
|skype_name=benbaldazo@gmail.com&lt;br /&gt;
|status=Active,&lt;br /&gt;
}}&lt;br /&gt;
=Summary=&lt;br /&gt;
Email me at bjb10@rice.edu or just yell and I'll come if I'm in earshot.&lt;br /&gt;
Class of 2018 from Austin, TX.&lt;br /&gt;
&lt;br /&gt;
=What I can help you with=&lt;br /&gt;
*Getting set up with databases&lt;br /&gt;
*Regex&lt;br /&gt;
*PSQL&lt;br /&gt;
*Excel&lt;br /&gt;
*wiki tables&lt;br /&gt;
*SDC Platinum&lt;br /&gt;
*Normalizer&lt;br /&gt;
*Matcher&lt;br /&gt;
*Economic rationales&lt;br /&gt;
*Unspoken Rules/expected notations at McNair (i.e. with basic code, wiki, and other format expectations)&lt;br /&gt;
&lt;br /&gt;
=Topics Worked with at McNair=&lt;br /&gt;
*Venture Capital&lt;br /&gt;
*Entrepreneurship and high growth&lt;br /&gt;
*Accelerators &amp;amp; Cohorts&lt;br /&gt;
*Innovation Districts&lt;br /&gt;
&lt;br /&gt;
=Internal=&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo (Work Log)]]&lt;br /&gt;
&lt;br /&gt;
[[Ben Baldazo (Research Plan)]]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!-- null edit dummy --&amp;gt;[[Category:McNair Staff]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Christy_Warden&amp;diff=20563</id>
		<title>Christy Warden</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Christy_Warden&amp;diff=20563"/>
		<updated>2017-10-03T21:18:05Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Tech Team&lt;br /&gt;
|name=Christy Warden&lt;br /&gt;
|user_image=Christy_Warden_Picture.jpeg&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=Computer Science; Cognitive Science&lt;br /&gt;
|class=2019&lt;br /&gt;
|join_date=09/15/16&lt;br /&gt;
|skills=Excel, Graphic Design, Java, Python,&lt;br /&gt;
|interests=Dancing, Food, Cooking, Hiking,&lt;br /&gt;
|email=cew4@rice.edu&lt;br /&gt;
|status=Active&lt;br /&gt;
}}&lt;br /&gt;
== Early Life == &lt;br /&gt;
Christy was born in Long Beach, California to Marf and Cheryl Warden. She has one older sibling, Kyle Warden. In her youth she was enthusiastic to attend Lowland Middle School. Later she unenthusiastically attended Upland High School from 2011 to 2015 and matriculated to Rice University in the Fall of 2015.&lt;br /&gt;
&lt;br /&gt;
== Education ==&lt;br /&gt;
Christy is a third-year student majoring in Computer Science and Cognitive Science and minoring in Neuroscience. She resides in Martel College at Rice University. &lt;br /&gt;
&lt;br /&gt;
== Work Experience == &lt;br /&gt;
Christy worked as a Program Assistant for the Office of Health Professions at the Bioscience Research Collaborative from September of 2015 to May of 2016. Over the summer of 2016 she completed a Graphic Design and Web Development internship at Advanced Hardware Technologies in Pomona, California. She currently works as a Computer Science Research Assistant at the McNair Center and as a campus tour guide. She is also a teacher's assistant for the Introduction to Computational Thinking course at Rice. During the summer of 2017, she worked as an intern at Backyard Brains in Ann Arbor Michigan and wrote computer vision software to analyze longfin inshore squid phototaxicity. &lt;br /&gt;
&lt;br /&gt;
== Activities == &lt;br /&gt;
Christy is a third-year member of the Rice Owls Dance Team and is currently serving as Captain. She also volunteers with the Student Admission Council.&lt;br /&gt;
&lt;br /&gt;
==Time at McNair==&lt;br /&gt;
[[Christy Warden (Work Log)]]&lt;br /&gt;
[[Christy Warden (Research Plan)]]&lt;br /&gt;
&amp;lt;!-- null edit dummy --&amp;gt;&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Christy_Warden&amp;diff=20562</id>
		<title>Christy Warden</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Christy_Warden&amp;diff=20562"/>
		<updated>2017-10-03T21:16:03Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Tech Team&lt;br /&gt;
|name=Christy Warden&lt;br /&gt;
|user_image=Christy_Warden_Picture.jpeg&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=Computer Science; Cognitive Science&lt;br /&gt;
|class=2019&lt;br /&gt;
|join_date=09/15/16&lt;br /&gt;
|skills=Excel, Graphic Design, Java, Python,&lt;br /&gt;
|interests=Dancing, Food, Cooking, Hiking,&lt;br /&gt;
|email=cew4@rice.edu&lt;br /&gt;
|status=Active&lt;br /&gt;
}}&lt;br /&gt;
== Early Life == &lt;br /&gt;
Christy was born in Long Beach, California to Mark and Cheryl Warden. She has one older sibling, Kyle Warden. She attended Upland High School from 2011 to 2015 and matriculated to Rice University in the Fall of 2015.&lt;br /&gt;
&lt;br /&gt;
== Education ==&lt;br /&gt;
Christy is a third-year student majoring in Computer Science and Cognitive Science and minoring in Neuroscience. She resides in Martel College at Rice University. &lt;br /&gt;
&lt;br /&gt;
== Work Experience == &lt;br /&gt;
Christy worked as a Program Assistant for the Office of Health Professions at the Bioscience Research Collaborative from September of 2015 to May of 2016. Over the summer of 2016 she completed a Graphic Design and Web Development internship at Advanced Hardware Technologies in Pomona, California. She currently works as a Computer Science Research Assistant at the McNair Center and as a campus tour guide. She is also a teacher's assistant for the Introduction to Computational Thinking course at Rice. During the summer of 2017, she worked as an intern at Backyard Brains in Ann Arbor Michigan and wrote computer vision software to analyze longfin inshore squid phototaxicity. &lt;br /&gt;
&lt;br /&gt;
== Activities == &lt;br /&gt;
Christy is a third-year member of the Rice Owls Dance Team and is currently serving as Captain. She also volunteers with the Student Admission Council.&lt;br /&gt;
&lt;br /&gt;
==Time at McNair==&lt;br /&gt;
[[Christy Warden (Work Log)]]&lt;br /&gt;
[[Christy Warden (Research Plan)]]&lt;br /&gt;
&amp;lt;!-- null edit dummy --&amp;gt;&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Joe_Reilly&amp;diff=20560</id>
		<title>Joe Reilly</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Joe_Reilly&amp;diff=20560"/>
		<updated>2017-10-03T21:13:54Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Research Team&lt;br /&gt;
|name=Joe Reilly&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=Economics; Managerial Studies&lt;br /&gt;
|class=2019&lt;br /&gt;
|join_date=6/20/17&lt;br /&gt;
|email=jpr4@rice.edu&lt;br /&gt;
|status=Active&lt;br /&gt;
|user_image=FullSizeRenderjoe.jpg&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=Economics; Managerial Studies&lt;br /&gt;
|class=2019&lt;br /&gt;
|join_date=20 June 2017&lt;br /&gt;
|skills=Excel, Writing, Research&lt;br /&gt;
|fun_fact=triplet&lt;br /&gt;
|email=jpr4@rice.edu&lt;br /&gt;
}}&lt;br /&gt;
Joe is a 40 year old Rice student currently  working as a Research Assistant for the James A. Baker III Institute for Public Policy's McNair Center for Entrepreneurship and Innovation.  &lt;br /&gt;
&lt;br /&gt;
==Early Life==&lt;br /&gt;
Joe was born to Robert and Judy Reilly in Los Angeles, CA, on January 1, 1997.  He is a triplet, and has two brothers, Mike and Jack, who both attend Saint John's University in Minnesota.&lt;br /&gt;
&lt;br /&gt;
==Education==&lt;br /&gt;
Joe is a Junior at Duncan College, pursuing a degree in Economics, and in Managerial studies.&lt;br /&gt;
&lt;br /&gt;
==Work Experience==&lt;br /&gt;
During spring 2017 semester, Joe worked as a research intern at The Dietrich Law Firm in Houston, Texas.  &lt;br /&gt;
&lt;br /&gt;
==Time at McNair==&lt;br /&gt;
&lt;br /&gt;
[[Joe Reilly]] [[Work Logs]] [[Joe Reilly (Work Log)|(log page)]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Matthew_Ringheanu&amp;diff=20558</id>
		<title>Matthew Ringheanu</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Matthew_Ringheanu&amp;diff=20558"/>
		<updated>2017-10-03T21:13:04Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Staff&lt;br /&gt;
|position=Research Team&lt;br /&gt;
|name=Matthew Ringheanu&lt;br /&gt;
|user_image=rsz_picture4.jpg&lt;br /&gt;
|degree=BA&lt;br /&gt;
|major=MTEC; Business Minor&lt;br /&gt;
|class=2019&lt;br /&gt;
|join_date=10/17/2016&lt;br /&gt;
|skills=Excel, Writing&lt;br /&gt;
|interests=Running, Economy, Music, Movies&lt;br /&gt;
|email=mtr5@rice.edu&lt;br /&gt;
|skype_name=mringheanu&lt;br /&gt;
|status=Active&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Early Life==&lt;br /&gt;
Matthew Ringheanu was born in Brooklyn, New York to the parents Mircea and Mihaela Ringheanu, both of whom had just immigrated from Romania. He lived in Brooklyn until the age of 5 when he moved to a small city at the southernmost tip of Texas called Harlingen. This is where he lived the rest of his life until moving to Houston in 2015 to attend college.&lt;br /&gt;
==Education==&lt;br /&gt;
Matthew Ringheanu is a sophomore at Rice University majoring in Mathematical Economic Analysis and minoring in Business. He currently resides in Baker College.&lt;br /&gt;
==Work Experience==&lt;br /&gt;
Over the past summer, Matthew interned in the Credit Department of Lone Star National Bank. Here he assisted the credit analysts with loan maintenance and other various projects. In terms of on-campus work experience, Matthew worked at the Rice Recreation Center for the second semester of his freshman year.&lt;br /&gt;
&lt;br /&gt;
*Should be noted that Matthew will repeat things many times if they are even remotely catchy&lt;br /&gt;
*Should be noted that he will always pretend to high-five you and then he actually won't. &lt;br /&gt;
[[New Enterprise Associates]]&lt;br /&gt;
&lt;br /&gt;
==McNair Updates==&lt;br /&gt;
[[Matthew Ringheanu (Work Log)]]&lt;br /&gt;
[[Category:McNair Staff]]&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20556</id>
		<title>Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20556"/>
		<updated>2017-10-03T21:10:39Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* VC Data Summary */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has owner=Ben Baldazo, Dylan Dickens, Joe Reilly, Taylor Jacobe,&lt;br /&gt;
|Has start date=9/20/2017&lt;br /&gt;
|Has deadline=10/6/2017&lt;br /&gt;
|Has notes=End product is slide deck&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
}}&lt;br /&gt;
Link to DOC: https://docs.google.com/a/rice.edu/document/d/15EtmjxWLLta4SZEW4PlsqxXgA-yEuuZ3OE1Ciin2yHA/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia- Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*University of Augusta is in the local area&lt;br /&gt;
*US CyberCommand is going to locate their headquarters there, and in response, they want to ensure an ecosystem exists there to pull from (QUESTION: WHO IS &amp;quot;THEY&amp;quot; IN THIS SENTENCE?)&lt;br /&gt;
**Needs recruits, programmers&lt;br /&gt;
*Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*Find all of the important inno people in Georgia&lt;br /&gt;
**How can we piece an ecosystem together?&lt;br /&gt;
&lt;br /&gt;
=Potential Corporate Headquarters / Branches=&lt;br /&gt;
Potential way to see: look at donors to Augusta based Arts or Museums&lt;br /&gt;
*Augusta Ballet support (scroll to bottom): http://www.augustaballet.org/support/&lt;br /&gt;
**Only Corporate sponser is &amp;quot;Superior Office Systems&amp;quot;&lt;br /&gt;
&lt;br /&gt;
=VC Data Summary=&lt;br /&gt;
&lt;br /&gt;
Find Data here:&lt;br /&gt;
There is a company level VC data file, with exits, deal type flags, dead/alive years, and round summary info in &lt;br /&gt;
 E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&lt;br /&gt;
&lt;br /&gt;
This file is '''PortCoMaster.txt'''.&lt;br /&gt;
&lt;br /&gt;
Excel File with data filtered by Tay is '''Relevant VC Data'''&lt;br /&gt;
&lt;br /&gt;
Relevant Cities from &amp;quot;E:\McNair\Projects\Ecosystem\Ranking\RankingByEdv2_ changes by DC v2.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
Transferred to &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\GA Cities from Ecosystem Rankings.xlsx&amp;quot;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia: 7 Results- &lt;br /&gt;
*NRF Distributors Inc, Keymarket Partners, Lexicor Medical Technology Inc, Keymarket III, Solo Cup Operating Corp, Joseph Kirschner Company Inc, and Sagamore Hill Broadcasting LLC. Only Sagamore Hill Broadcasting has received funding in the last 20 years, all the rest were earlier. '''Conclusion: Augusta's VC scene is not good at all. If only one company has been VC backed in the last 20 years, this is worrisome'''&lt;br /&gt;
**Sagamore Hill Broadcasting owns and operates television-broadcasting stations in the Great Lakes and Southern US. It is a joint venture of the investment firm Duff Ackerman &amp;amp; Goodrich of San Francisco, California and former Benedek Broadcasting and Spartan Communications executive Louis Wall (who is also CEO of the group).&lt;br /&gt;
*None are in the categories listed below&lt;br /&gt;
*According to AngelList, there are 9 startups in Augusta GA noted in &amp;quot;Augusta Startups AngelList.txt&amp;quot;&lt;br /&gt;
&lt;br /&gt;
Atlanta, Georgia: ~550 results- &lt;br /&gt;
*200 of these are in the last decade; Atlanta is clearly attracting VC funding. How can we expand that success to Augusta? &lt;br /&gt;
*Of those in the last decade, small proportion could be cybersecurity-related: &lt;br /&gt;
**3  Internet Security and Transaction Services&lt;br /&gt;
**10 Security/Firewalls/Encryption software&lt;br /&gt;
**None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Charleston, South Carolina- ~30 results- &lt;br /&gt;
*In general, these investments are far more recent than those in Augusta, with half of these results taking place within the last decade.&lt;br /&gt;
*Only one Security/Firewalls/Encryption- PhishLabs&lt;br /&gt;
*None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Other local areas&lt;br /&gt;
*Athens, Georgia: 15 VC funded, 7 within last decade&lt;br /&gt;
*Savannah, Georgia: 5 VC funded, 1 within last decade&lt;br /&gt;
&lt;br /&gt;
Silicon Valley:&lt;br /&gt;
Accelerators&lt;br /&gt;
*Included these filters on '''Relevant VC Data''': CA for state and these cities: Campbell; Cupertino; Los Altos; Los Altos Hills; Los Gatos; Milpitas; Monte Sereno; Morgan Hill; Mountain View; Palo Alto; San Fransisco; San Jose; San Mateo; Santa Clara; Saratoga; Sunnyvale&lt;br /&gt;
**this is the list of cities Wikipedia's page on Silicon Valley includes plus San Mateo and San Francisco ADD OTHER SAN FRANCISCO BAY AREA CITIES FROM DIANA CARRANZA'S RANKING REPORT IN ECOSYSTEM&amp;gt;RANKING.&lt;br /&gt;
*7520 VC funded, 4220 over last decade&lt;br /&gt;
Incubators:&lt;br /&gt;
*Searched for incubators on AngelList (saved to &amp;quot;AngelList Silicon Valley Incubators (unfiltered).txt&amp;quot;) but the results were definitely more than just incubators so filtered to everything that had &amp;quot;incub&amp;quot; in its name or description and added back ycombinator (Saved to &amp;quot;AngelList Silicon Valley Incubators (filtered).txt&amp;quot;)&lt;br /&gt;
&lt;br /&gt;
Relevant industries (at the indsubgroup level) for cyber security might be:&lt;br /&gt;
                    indsubgroup&lt;br /&gt;
 -------------------------------------------------&lt;br /&gt;
 Internet Security and Transaction Services&lt;br /&gt;
 Other Electronics Related (incl. alarm systems)&lt;br /&gt;
 Military Electronics (excluding communications)&lt;br /&gt;
 Security/Alarm/Sensors&lt;br /&gt;
 Security/FirewallsEncryption software&lt;br /&gt;
 Computer Security Services&lt;br /&gt;
 Defense Communications&lt;br /&gt;
&lt;br /&gt;
Note that the original source data is in '''vcdb2''' and the script to make this data is '''augustavcdata.sql'''&lt;br /&gt;
&lt;br /&gt;
==Recent Business News for Augusta==&lt;br /&gt;
&lt;br /&gt;
*Building a new arena in Augusta, but unknown where the location will be: http://chronicle.augusta.com/news/2017-09-26/regency-supporters-unmoved-arena-site-selection-presentation, http://www.wrdw.com/content/news/Coliseum-Authority-Meeting-a-Full-House-448078573.html&lt;br /&gt;
* New Internship program to promote sticking in Augusta to work: &amp;quot;The Students2Work initiative aims to place 250 Richmond County high school students in internships throughout the Augusta area – to both improve the skills they have, and to develop new skills to better prepare them for the working world.&amp;quot; http://chronicle.augusta.com/news/business/2017-09-06/business-education-leaders-announce-job-internship-initiative-richmond&lt;br /&gt;
&lt;br /&gt;
The demand for skilled workers takes on added gravity as the region braces for an expected economic spike spurred by cyber-related businesses.&lt;br /&gt;
&lt;br /&gt;
=Tasks for Ben Baldazo, Joe Reilly and Dylan Dickens on September 26=&lt;br /&gt;
#MOVE THIS ZIP CODE INFO TO NEW SECTION ON WIKI PAGE Determine which zip codes are associated with Augusta, Augusta University &amp;amp; Cyber command facility.&lt;br /&gt;
#*Augusta: http://zipcode.org/city/GA/AUGUSTA&lt;br /&gt;
#*Augusta U (zip: 30912) website: http://www.augusta.edu/&lt;br /&gt;
#*Fort Gordon (houses the cyber command) Zip: 30905 | Website: http://www.gordon.army.mil/&lt;br /&gt;
#Use Compustat to pull data on publicly traded firms in Augusta, Atlanta  and Georgia.&lt;br /&gt;
#*See E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Compustat (publicly traded firms)&lt;br /&gt;
#**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; restricted pull to those exchanges of publicly traded companies over the past year&lt;br /&gt;
#**&amp;quot;Public Firms&amp;quot; pull from all of compustat that goes from Jan 2010 to Sept 2017&lt;br /&gt;
#**Excel for both of these is likely filtered to Georgia or even Augusta&lt;br /&gt;
#Data on Accelerators for Augusta, Atlanta, Georgia, and Silicon Valley:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Accelerators &amp;amp; Cohorts&amp;quot;&lt;br /&gt;
##*Data includes list of accelerators in Georgia &amp;amp; the available information on cohort companies from Georgia&lt;br /&gt;
##*Pulled from Accelerator_Data in E:\McNair\Projects\Accelerators\Fall 2017 : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - Flashpoint, Georgia Tech - VentureLab (Tech Transfer).  This second list was not checked thoroughly yet.&lt;br /&gt;
#*To find number in Silicon valley included provinces: Mountain View, Palo Alto, San Francisco, San Jose, San Mateo, Santa Clara, Sunnyvale&lt;br /&gt;
#**Didn’t have data on number of incubators in SV but found angellist search: https://angel.co/companies?company_types[]=Incubator&amp;amp;locations[]=1681-Silicon+Valley,+CA&lt;br /&gt;
#***The problem is that most of these aren’t incubators&lt;br /&gt;
&lt;br /&gt;
#Grants Data:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\NIH NSF Clinical Trials for Georgia by Zip&amp;quot;&lt;br /&gt;
#*Some notes in the CKnotes.txt file&lt;br /&gt;
#*Notes on sourcing of this data in&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NSF_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NIH_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/FDA_Trials_Data&lt;br /&gt;
#Get data on all VC-backed firms in Augusta, Atlanta, and Georgia.&lt;br /&gt;
#What data on cybersecurity startups is available from VenturExpert.&lt;br /&gt;
# See Anne for further assignments.&lt;br /&gt;
&lt;br /&gt;
=List of publicly traded firms in Georgia=&lt;br /&gt;
&lt;br /&gt;
*Firms on NYSE NASDAQ AMEX yr 2016&lt;br /&gt;
**An excel file list of publicly traded firms (on NYSE, NASDAQ, or American Stock Exchange), with their data for Jan 1 2016-Jan 1 2017, pulled from compustat (https://wrds-web.wharton.upenn.edu/wrds/ds/compm/funda/index.cfm?navId=84), can be found in E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem.  It's filtered to show only Georgia companies.  It's called &amp;quot;Firms on...&amp;quot;.  The list files also appear in E:\McNair\Projects\Publicly Traded Firms Data.&lt;br /&gt;
&lt;br /&gt;
*PublicFirms&lt;br /&gt;
**excel and txt file of public traded firms with records since Jan 2010 across the entire compustat database. The excel file is filtered to augusta companies&lt;br /&gt;
&lt;br /&gt;
* The files show (in order on the excel sheet)&lt;br /&gt;
**at (total assets)&lt;br /&gt;
**intan (intangible assets)&lt;br /&gt;
**intano (other intangibles)&lt;br /&gt;
**revt (total revenue in millions)&lt;br /&gt;
**xrd (research and development expense)&lt;br /&gt;
**exchg (stock exchange code)&lt;br /&gt;
**address1&lt;br /&gt;
**address2&lt;br /&gt;
**city&lt;br /&gt;
**zipcode&lt;br /&gt;
**location (country)&lt;br /&gt;
**naics (North American industry classification code)&lt;br /&gt;
**state&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Directions for pulling general data from https://wrds-web.wharton.upenn.edu/wrds//ds/compm/funda/index.cfm?queryID=807962 with filters for Fundamentals Annual:&lt;br /&gt;
**Best to do this in Internet explorer or Firefox so that once the file is completed, it can be downloaded directly (as opposed to Chrome)&lt;br /&gt;
*Step 1: Choose a date range&lt;br /&gt;
*Step 2: choose GVKEY.  &lt;br /&gt;
*Step 3: choose data items.  In the search bar below, search for information you want.  You can search either the abbreviation or the description itself.  Once you choose a piece of information (i.e., Stock Exchange Code), a window pops up above Step 3 indicating that you can filter by these pieces of information, in addition to having them in your output file.  To filter by Stock exchange, for example, click (in the Conditional Statements window) the drop down arrow, click &amp;quot;Stock Exchange Code&amp;quot;.  In the far right box, input the code that corresponds to each Stock Exchange (can only be found before Stock Exchange code is selected as a variable type in Step 3.  If it's selected, deselect it, find it in the search box, and click on the question mark).  To add more, click either &amp;quot;OR&amp;quot; or &amp;quot;AND&amp;quot; and add another code.  Select all desired variables and all desired filters on those variables.&lt;br /&gt;
*Step 4: &lt;br /&gt;
**Output format: select tab-delimited text.  &lt;br /&gt;
**Compression type: Select none &lt;br /&gt;
**Date format: choose either the first option or the last one.&lt;br /&gt;
&lt;br /&gt;
=Documentation=&lt;br /&gt;
'''E Drive Folder:'''&lt;br /&gt;
 &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&amp;quot;&lt;br /&gt;
*Files located in above folder with data pull description:&lt;br /&gt;
**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; (both Excel and Text file): Fundamentals Annual for Jan 1 2017-Jan 1 2017, for firms traded on any of the following stock exchanges: NYSE, NASDAQ, American Stock Exchange.  The variables pulled are listed in the above section&lt;br /&gt;
'''Z Drive Folder:'''&lt;br /&gt;
 &amp;quot;Z:\Innovation Districts&amp;quot;&lt;br /&gt;
*Code document: augusta.sql&lt;br /&gt;
*table notes: augustaSQL_notes.txt&lt;br /&gt;
'''Database:'''&lt;br /&gt;
 augusta&lt;br /&gt;
&lt;br /&gt;
=Tentative Schedule=&lt;br /&gt;
&lt;br /&gt;
Week of 9/25: Gather, compile, and synthesize data&lt;br /&gt;
&lt;br /&gt;
Week of 10/1: Make recommendations, create slides and review with Ed&lt;br /&gt;
&lt;br /&gt;
==Anticipated Paper Breakdown==&lt;br /&gt;
#Needs/Wants for an Startup Ecosystem&lt;br /&gt;
##Economic Factors&lt;br /&gt;
##Social Factors&lt;br /&gt;
##Environmental Factors&lt;br /&gt;
##Government aid&lt;br /&gt;
#Diagnosis of Augusta’s Current State&lt;br /&gt;
##How does it fulfill and not fulfill the requirements of an innovation district?&lt;br /&gt;
##What resources are available in Georgia as a whole that can be used in Augusta?&lt;br /&gt;
#Recommendations for how to achieve a Startup Ecosystem in Augusta&lt;br /&gt;
##What do we need in order to make a successful startup ecosystem in Augusta? (What is missing?)&lt;br /&gt;
##What would it look like?&lt;br /&gt;
##How do we make it happen?&lt;br /&gt;
###Specific suggestions&lt;br /&gt;
&lt;br /&gt;
=Zip Codes=&lt;br /&gt;
*30901&lt;br /&gt;
*30903&lt;br /&gt;
*30907&lt;br /&gt;
*30909&lt;br /&gt;
*30999&lt;br /&gt;
*30904&lt;br /&gt;
*30905&lt;br /&gt;
*30906&lt;br /&gt;
*30912&lt;br /&gt;
*30914&lt;br /&gt;
*30916&lt;br /&gt;
*30917&lt;br /&gt;
*30919&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=Georgia Accelerator Programs=&lt;br /&gt;
&lt;br /&gt;
##*From Accelerator Data in E:\McNair\Projects\Accelerators\Summer 2017\Veeral : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - VentureLab (Tech Transfer).&lt;br /&gt;
&lt;br /&gt;
=Georgia VC Firms=&lt;br /&gt;
&lt;br /&gt;
=Resources Needed=&lt;br /&gt;
[[File: Startup Ecosystems.png]]&lt;br /&gt;
Elements of a Startup Ecosystem&lt;br /&gt;
''Technical Skills''&lt;br /&gt;
*'''Education rates of local population'''&lt;br /&gt;
*Research on University of Augusta&lt;br /&gt;
*How to attract human capital?&lt;br /&gt;
''Risk Tolerance''&lt;br /&gt;
*'''Local Economic Stability'''&lt;br /&gt;
*'''City's Risk Preparedness'''&lt;br /&gt;
''Availability of Capital''&lt;br /&gt;
*'''VC, Equity'''&lt;br /&gt;
''Visible Successes''&lt;br /&gt;
*What has already happened there? How can we market the city to best attract human capital and create a city brand?&lt;br /&gt;
''Collaborative Culture''&lt;br /&gt;
*'''Proximity between innovators'''&lt;br /&gt;
*'''Transportation availability'''&lt;br /&gt;
*'''Accessibility to travelers'''&lt;br /&gt;
''Regulatory Environment''&lt;br /&gt;
*Potential for tax credits, types of incentives local government can offer&lt;br /&gt;
''Experienced Mentors''&lt;br /&gt;
*Who is already there who can act as a mentor?&lt;br /&gt;
*Who can we attract there to act as a mentor?&lt;br /&gt;
**'''Patent and R&amp;amp;D data for the area'''&lt;br /&gt;
''Entrepreneurial Culture''&lt;br /&gt;
*What creates a strong entrepreneurial culture and how can we bring that to Augusta?&lt;br /&gt;
&lt;br /&gt;
=Educational Attainment=&lt;br /&gt;
&lt;br /&gt;
*For Richmond County, Georgia, which includes Augusta, the US Census Bureau projects that:	&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	&lt;br /&gt;
&lt;br /&gt;
Compared to the rest of the US:&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	86.7%&lt;br /&gt;
*Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	29.8%&lt;br /&gt;
&lt;br /&gt;
*source: https://www.census.gov/quickfacts/fact/table/richmondcountygeorgia,US/PST045216&lt;br /&gt;
&lt;br /&gt;
=Augusta Incubators=&lt;br /&gt;
&lt;br /&gt;
*Clubhou.se: https://theclubhou.se/&lt;br /&gt;
**Division of Hack Augusta, a community of entrerpeneurs&lt;br /&gt;
**Offers coding classes in HTML, Javascript, etc.&lt;br /&gt;
**Corporate Sponsors: &lt;br /&gt;
****Booz Allen Hamilton (see below)&lt;br /&gt;
**** Intelligenesis: In Augusta, according to https://theclubhou.se/corporate-sponsor-intelligenesis-llc/, they &amp;quot;provide exceptional technical expertise to meet customer mission challenges in Intelligence Analysis, Machine Learning/ Data Science, Analytics Development for Big Data, Software Lifecycle Support, and '''Research and Development'''&amp;quot;&lt;br /&gt;
****ATDC&lt;br /&gt;
****Mail Chimp&lt;br /&gt;
****Georgia Power&lt;br /&gt;
****Augusta Economic Development Authority&lt;br /&gt;
****AT&amp;amp;T&lt;br /&gt;
&lt;br /&gt;
=Augusta Innovation Zone=&lt;br /&gt;
&lt;br /&gt;
*http://www.augustainnovationzone.com/index.html&lt;br /&gt;
*Workspace opening in fall 2017&lt;br /&gt;
*6 directors, among them: Deke Copenhaver, the mayor of Augusta from 2005-2014&lt;br /&gt;
**As of Apr. 1, 2017, high demand: &amp;gt;200 people on waitlist&lt;br /&gt;
***source: https://www.forbes.com/sites/mikemontgomery/2017/04/01/how-augusta-georgia-is-becoming-a-model-for-tech-innovation-in-small-cities/#1ffd417e1f43&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=UNISYS presence=&lt;br /&gt;
&lt;br /&gt;
*Has pledged to employ 700 Augustinians by 2019 in tech support for public sector and commercial clients.&lt;br /&gt;
&lt;br /&gt;
=Booz Allen Hamilton presence=&lt;br /&gt;
&lt;br /&gt;
*Corporate sponsor for The Clubhouse&lt;br /&gt;
*In Augusta, &amp;quot;Booz Allen has a large footprint in Augusta which supports multiple clients across the Department of Defense, as well as the commercial market.&amp;quot;  It provides STEM &amp;amp;STEM education funding to Augusta community.&lt;br /&gt;
**source: https://theclubhou.se/corporate-sponsor-booz-allen-hamilton/&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20555</id>
		<title>Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20555"/>
		<updated>2017-10-03T21:06:14Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* VC Data Summary */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has owner=Ben Baldazo, Dylan Dickens, Joe Reilly, Taylor Jacobe,&lt;br /&gt;
|Has start date=9/20/2017&lt;br /&gt;
|Has deadline=10/6/2017&lt;br /&gt;
|Has notes=End product is slide deck&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
}}&lt;br /&gt;
Link to DOC: https://docs.google.com/a/rice.edu/document/d/15EtmjxWLLta4SZEW4PlsqxXgA-yEuuZ3OE1Ciin2yHA/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia- Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*University of Augusta is in the local area&lt;br /&gt;
*US CyberCommand is going to locate their headquarters there, and in response, they want to ensure an ecosystem exists there to pull from (QUESTION: WHO IS &amp;quot;THEY&amp;quot; IN THIS SENTENCE?)&lt;br /&gt;
**Needs recruits, programmers&lt;br /&gt;
*Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*Find all of the important inno people in Georgia&lt;br /&gt;
**How can we piece an ecosystem together?&lt;br /&gt;
&lt;br /&gt;
=Potential Corporate Headquarters / Branches=&lt;br /&gt;
Potential way to see: look at donors to Augusta based Arts or Museums&lt;br /&gt;
*Augusta Ballet support (scroll to bottom): http://www.augustaballet.org/support/&lt;br /&gt;
**Only Corporate sponser is &amp;quot;Superior Office Systems&amp;quot;&lt;br /&gt;
&lt;br /&gt;
=VC Data Summary=&lt;br /&gt;
&lt;br /&gt;
Find Data here:&lt;br /&gt;
There is a company level VC data file, with exits, deal type flags, dead/alive years, and round summary info in &lt;br /&gt;
 E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&lt;br /&gt;
&lt;br /&gt;
This file is '''PortCoMaster.txt'''.&lt;br /&gt;
&lt;br /&gt;
Excel File with data filtered by Tay is '''Relevant VC Data'''&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia: 7 Results- &lt;br /&gt;
*NRF Distributors Inc, Keymarket Partners, Lexicor Medical Technology Inc, Keymarket III, Solo Cup Operating Corp, Joseph Kirschner Company Inc, and Sagamore Hill Broadcasting LLC. Only Sagamore Hill Broadcasting has received funding in the last 20 years, all the rest were earlier. '''Conclusion: Augusta's VC scene is not good at all. If only one company has been VC backed in the last 20 years, this is worrisome'''&lt;br /&gt;
**Sagamore Hill Broadcasting owns and operates television-broadcasting stations in the Great Lakes and Southern US. It is a joint venture of the investment firm Duff Ackerman &amp;amp; Goodrich of San Francisco, California and former Benedek Broadcasting and Spartan Communications executive Louis Wall (who is also CEO of the group).&lt;br /&gt;
*None are in the categories listed below&lt;br /&gt;
*According to AngelList, there are 9 startups in Augusta GA noted in &amp;quot;Augusta Startups AngelList.txt&amp;quot;&lt;br /&gt;
&lt;br /&gt;
Atlanta, Georgia: ~550 results- &lt;br /&gt;
*200 of these are in the last decade; Atlanta is clearly attracting VC funding. How can we expand that success to Augusta? &lt;br /&gt;
*Of those in the last decade, small proportion could be cybersecurity-related: &lt;br /&gt;
**3  Internet Security and Transaction Services&lt;br /&gt;
**10 Security/Firewalls/Encryption software&lt;br /&gt;
**None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Charleston, South Carolina- ~30 results- &lt;br /&gt;
*In general, these investments are far more recent than those in Augusta, with half of these results taking place within the last decade.&lt;br /&gt;
*Only one Security/Firewalls/Encryption- PhishLabs&lt;br /&gt;
*None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Other local areas&lt;br /&gt;
*Athens, Georgia: 15 VC funded, 7 within last decade&lt;br /&gt;
*Savannah, Georgia: 5 VC funded, 1 within last decade&lt;br /&gt;
&lt;br /&gt;
Silicon Valley:&lt;br /&gt;
Accelerators&lt;br /&gt;
*Included these filters on '''Relevant VC Data''': CA for state and these cities: Campbell; Cupertino; Los Altos; Los Altos Hills; Los Gatos; Milpitas; Monte Sereno; Morgan Hill; Mountain View; Palo Alto; San Fransisco; San Jose; San Mateo; Santa Clara; Saratoga; Sunnyvale&lt;br /&gt;
**this is the list of cities Wikipedia's page on Silicon Valley includes plus San Mateo and San Francisco ADD OTHER SAN FRANCISCO BAY AREA CITIES FROM DIANA CARRANZA'S RANKING REPORT IN ECOSYSTEM&amp;gt;RANKING.&lt;br /&gt;
*7520 VC funded, 4220 over last decade&lt;br /&gt;
Incubators:&lt;br /&gt;
*Searched for incubators on AngelList (saved to &amp;quot;AngelList Silicon Valley Incubators (unfiltered).txt&amp;quot;) but the results were definitely more than just incubators so filtered to everything that had &amp;quot;incub&amp;quot; in its name or description and added back ycombinator (Saved to &amp;quot;AngelList Silicon Valley Incubators (filtered).txt&amp;quot;)&lt;br /&gt;
&lt;br /&gt;
Relevant industries (at the indsubgroup level) for cyber security might be:&lt;br /&gt;
                    indsubgroup&lt;br /&gt;
 -------------------------------------------------&lt;br /&gt;
 Internet Security and Transaction Services&lt;br /&gt;
 Other Electronics Related (incl. alarm systems)&lt;br /&gt;
 Military Electronics (excluding communications)&lt;br /&gt;
 Security/Alarm/Sensors&lt;br /&gt;
 Security/FirewallsEncryption software&lt;br /&gt;
 Computer Security Services&lt;br /&gt;
 Defense Communications&lt;br /&gt;
&lt;br /&gt;
Note that the original source data is in '''vcdb2''' and the script to make this data is '''augustavcdata.sql'''&lt;br /&gt;
&lt;br /&gt;
==Recent Business News for Augusta==&lt;br /&gt;
&lt;br /&gt;
*Building a new arena in Augusta, but unknown where the location will be: http://chronicle.augusta.com/news/2017-09-26/regency-supporters-unmoved-arena-site-selection-presentation, http://www.wrdw.com/content/news/Coliseum-Authority-Meeting-a-Full-House-448078573.html&lt;br /&gt;
* New Internship program to promote sticking in Augusta to work: &amp;quot;The Students2Work initiative aims to place 250 Richmond County high school students in internships throughout the Augusta area – to both improve the skills they have, and to develop new skills to better prepare them for the working world.&amp;quot; http://chronicle.augusta.com/news/business/2017-09-06/business-education-leaders-announce-job-internship-initiative-richmond&lt;br /&gt;
&lt;br /&gt;
The demand for skilled workers takes on added gravity as the region braces for an expected economic spike spurred by cyber-related businesses.&lt;br /&gt;
&lt;br /&gt;
=Tasks for Ben Baldazo, Joe Reilly and Dylan Dickens on September 26=&lt;br /&gt;
#MOVE THIS ZIP CODE INFO TO NEW SECTION ON WIKI PAGE Determine which zip codes are associated with Augusta, Augusta University &amp;amp; Cyber command facility.&lt;br /&gt;
#*Augusta: http://zipcode.org/city/GA/AUGUSTA&lt;br /&gt;
#*Augusta U (zip: 30912) website: http://www.augusta.edu/&lt;br /&gt;
#*Fort Gordon (houses the cyber command) Zip: 30905 | Website: http://www.gordon.army.mil/&lt;br /&gt;
#Use Compustat to pull data on publicly traded firms in Augusta, Atlanta  and Georgia.&lt;br /&gt;
#*See E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Compustat (publicly traded firms)&lt;br /&gt;
#**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; restricted pull to those exchanges of publicly traded companies over the past year&lt;br /&gt;
#**&amp;quot;Public Firms&amp;quot; pull from all of compustat that goes from Jan 2010 to Sept 2017&lt;br /&gt;
#**Excel for both of these is likely filtered to Georgia or even Augusta&lt;br /&gt;
#Data on Accelerators for Augusta, Atlanta, Georgia, and Silicon Valley:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Accelerators &amp;amp; Cohorts&amp;quot;&lt;br /&gt;
##*Data includes list of accelerators in Georgia &amp;amp; the available information on cohort companies from Georgia&lt;br /&gt;
##*Pulled from Accelerator_Data in E:\McNair\Projects\Accelerators\Fall 2017 : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - Flashpoint, Georgia Tech - VentureLab (Tech Transfer).  This second list was not checked thoroughly yet.&lt;br /&gt;
#*To find number in Silicon valley included provinces: Mountain View, Palo Alto, San Francisco, San Jose, San Mateo, Santa Clara, Sunnyvale&lt;br /&gt;
#**Didn’t have data on number of incubators in SV but found angellist search: https://angel.co/companies?company_types[]=Incubator&amp;amp;locations[]=1681-Silicon+Valley,+CA&lt;br /&gt;
#***The problem is that most of these aren’t incubators&lt;br /&gt;
&lt;br /&gt;
#Grants Data:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\NIH NSF Clinical Trials for Georgia by Zip&amp;quot;&lt;br /&gt;
#*Some notes in the CKnotes.txt file&lt;br /&gt;
#*Notes on sourcing of this data in&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NSF_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NIH_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/FDA_Trials_Data&lt;br /&gt;
#Get data on all VC-backed firms in Augusta, Atlanta, and Georgia.&lt;br /&gt;
#What data on cybersecurity startups is available from VenturExpert.&lt;br /&gt;
# See Anne for further assignments.&lt;br /&gt;
&lt;br /&gt;
=List of publicly traded firms in Georgia=&lt;br /&gt;
&lt;br /&gt;
*Firms on NYSE NASDAQ AMEX yr 2016&lt;br /&gt;
**An excel file list of publicly traded firms (on NYSE, NASDAQ, or American Stock Exchange), with their data for Jan 1 2016-Jan 1 2017, pulled from compustat (https://wrds-web.wharton.upenn.edu/wrds/ds/compm/funda/index.cfm?navId=84), can be found in E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem.  It's filtered to show only Georgia companies.  It's called &amp;quot;Firms on...&amp;quot;.  The list files also appear in E:\McNair\Projects\Publicly Traded Firms Data.&lt;br /&gt;
&lt;br /&gt;
*PublicFirms&lt;br /&gt;
**excel and txt file of public traded firms with records since Jan 2010 across the entire compustat database. The excel file is filtered to augusta companies&lt;br /&gt;
&lt;br /&gt;
* The files show (in order on the excel sheet)&lt;br /&gt;
**at (total assets)&lt;br /&gt;
**intan (intangible assets)&lt;br /&gt;
**intano (other intangibles)&lt;br /&gt;
**revt (total revenue in millions)&lt;br /&gt;
**xrd (research and development expense)&lt;br /&gt;
**exchg (stock exchange code)&lt;br /&gt;
**address1&lt;br /&gt;
**address2&lt;br /&gt;
**city&lt;br /&gt;
**zipcode&lt;br /&gt;
**location (country)&lt;br /&gt;
**naics (North American industry classification code)&lt;br /&gt;
**state&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Directions for pulling general data from https://wrds-web.wharton.upenn.edu/wrds//ds/compm/funda/index.cfm?queryID=807962 with filters for Fundamentals Annual:&lt;br /&gt;
**Best to do this in Internet explorer or Firefox so that once the file is completed, it can be downloaded directly (as opposed to Chrome)&lt;br /&gt;
*Step 1: Choose a date range&lt;br /&gt;
*Step 2: choose GVKEY.  &lt;br /&gt;
*Step 3: choose data items.  In the search bar below, search for information you want.  You can search either the abbreviation or the description itself.  Once you choose a piece of information (i.e., Stock Exchange Code), a window pops up above Step 3 indicating that you can filter by these pieces of information, in addition to having them in your output file.  To filter by Stock exchange, for example, click (in the Conditional Statements window) the drop down arrow, click &amp;quot;Stock Exchange Code&amp;quot;.  In the far right box, input the code that corresponds to each Stock Exchange (can only be found before Stock Exchange code is selected as a variable type in Step 3.  If it's selected, deselect it, find it in the search box, and click on the question mark).  To add more, click either &amp;quot;OR&amp;quot; or &amp;quot;AND&amp;quot; and add another code.  Select all desired variables and all desired filters on those variables.&lt;br /&gt;
*Step 4: &lt;br /&gt;
**Output format: select tab-delimited text.  &lt;br /&gt;
**Compression type: Select none &lt;br /&gt;
**Date format: choose either the first option or the last one.&lt;br /&gt;
&lt;br /&gt;
=Documentation=&lt;br /&gt;
'''E Drive Folder:'''&lt;br /&gt;
 &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&amp;quot;&lt;br /&gt;
*Files located in above folder with data pull description:&lt;br /&gt;
**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; (both Excel and Text file): Fundamentals Annual for Jan 1 2017-Jan 1 2017, for firms traded on any of the following stock exchanges: NYSE, NASDAQ, American Stock Exchange.  The variables pulled are listed in the above section&lt;br /&gt;
'''Z Drive Folder:'''&lt;br /&gt;
 &amp;quot;Z:\Innovation Districts&amp;quot;&lt;br /&gt;
*Code document: augusta.sql&lt;br /&gt;
*table notes: augustaSQL_notes.txt&lt;br /&gt;
'''Database:'''&lt;br /&gt;
 augusta&lt;br /&gt;
&lt;br /&gt;
=Tentative Schedule=&lt;br /&gt;
&lt;br /&gt;
Week of 9/25: Gather, compile, and synthesize data&lt;br /&gt;
&lt;br /&gt;
Week of 10/1: Make recommendations, create slides and review with Ed&lt;br /&gt;
&lt;br /&gt;
==Anticipated Paper Breakdown==&lt;br /&gt;
#Needs/Wants for an Startup Ecosystem&lt;br /&gt;
##Economic Factors&lt;br /&gt;
##Social Factors&lt;br /&gt;
##Environmental Factors&lt;br /&gt;
##Government aid&lt;br /&gt;
#Diagnosis of Augusta’s Current State&lt;br /&gt;
##How does it fulfill and not fulfill the requirements of an innovation district?&lt;br /&gt;
##What resources are available in Georgia as a whole that can be used in Augusta?&lt;br /&gt;
#Recommendations for how to achieve a Startup Ecosystem in Augusta&lt;br /&gt;
##What do we need in order to make a successful startup ecosystem in Augusta? (What is missing?)&lt;br /&gt;
##What would it look like?&lt;br /&gt;
##How do we make it happen?&lt;br /&gt;
###Specific suggestions&lt;br /&gt;
&lt;br /&gt;
=Zip Codes=&lt;br /&gt;
*30901&lt;br /&gt;
*30903&lt;br /&gt;
*30907&lt;br /&gt;
*30909&lt;br /&gt;
*30999&lt;br /&gt;
*30904&lt;br /&gt;
*30905&lt;br /&gt;
*30906&lt;br /&gt;
*30912&lt;br /&gt;
*30914&lt;br /&gt;
*30916&lt;br /&gt;
*30917&lt;br /&gt;
*30919&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=Georgia Accelerator Programs=&lt;br /&gt;
&lt;br /&gt;
##*From Accelerator Data in E:\McNair\Projects\Accelerators\Summer 2017\Veeral : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - VentureLab (Tech Transfer).&lt;br /&gt;
&lt;br /&gt;
=Georgia VC Firms=&lt;br /&gt;
&lt;br /&gt;
=Resources Needed=&lt;br /&gt;
[[File: Startup Ecosystems.png]]&lt;br /&gt;
Elements of a Startup Ecosystem&lt;br /&gt;
''Technical Skills''&lt;br /&gt;
*'''Education rates of local population'''&lt;br /&gt;
*Research on University of Augusta&lt;br /&gt;
*How to attract human capital?&lt;br /&gt;
''Risk Tolerance''&lt;br /&gt;
*'''Local Economic Stability'''&lt;br /&gt;
*'''City's Risk Preparedness'''&lt;br /&gt;
''Availability of Capital''&lt;br /&gt;
*'''VC, Equity'''&lt;br /&gt;
''Visible Successes''&lt;br /&gt;
*What has already happened there? How can we market the city to best attract human capital and create a city brand?&lt;br /&gt;
''Collaborative Culture''&lt;br /&gt;
*'''Proximity between innovators'''&lt;br /&gt;
*'''Transportation availability'''&lt;br /&gt;
*'''Accessibility to travelers'''&lt;br /&gt;
''Regulatory Environment''&lt;br /&gt;
*Potential for tax credits, types of incentives local government can offer&lt;br /&gt;
''Experienced Mentors''&lt;br /&gt;
*Who is already there who can act as a mentor?&lt;br /&gt;
*Who can we attract there to act as a mentor?&lt;br /&gt;
**'''Patent and R&amp;amp;D data for the area'''&lt;br /&gt;
''Entrepreneurial Culture''&lt;br /&gt;
*What creates a strong entrepreneurial culture and how can we bring that to Augusta?&lt;br /&gt;
&lt;br /&gt;
=Educational Attainment=&lt;br /&gt;
&lt;br /&gt;
*For Richmond County, Georgia, which includes Augusta, the US Census Bureau projects that:	&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	&lt;br /&gt;
&lt;br /&gt;
Compared to the rest of the US:&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	86.7%&lt;br /&gt;
*Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	29.8%&lt;br /&gt;
&lt;br /&gt;
*source: https://www.census.gov/quickfacts/fact/table/richmondcountygeorgia,US/PST045216&lt;br /&gt;
&lt;br /&gt;
=Augusta Incubators=&lt;br /&gt;
&lt;br /&gt;
*Clubhou.se: https://theclubhou.se/&lt;br /&gt;
**Division of Hack Augusta, a community of entrerpeneurs&lt;br /&gt;
**Offers coding classes in HTML, Javascript, etc.&lt;br /&gt;
**Corporate Sponsors: &lt;br /&gt;
****Booz Allen Hamilton (see below)&lt;br /&gt;
**** Intelligenesis: In Augusta, according to https://theclubhou.se/corporate-sponsor-intelligenesis-llc/, they &amp;quot;provide exceptional technical expertise to meet customer mission challenges in Intelligence Analysis, Machine Learning/ Data Science, Analytics Development for Big Data, Software Lifecycle Support, and '''Research and Development'''&amp;quot;&lt;br /&gt;
****ATDC&lt;br /&gt;
****Mail Chimp&lt;br /&gt;
****Georgia Power&lt;br /&gt;
****Augusta Economic Development Authority&lt;br /&gt;
****AT&amp;amp;T&lt;br /&gt;
&lt;br /&gt;
=Augusta Innovation Zone=&lt;br /&gt;
&lt;br /&gt;
*http://www.augustainnovationzone.com/index.html&lt;br /&gt;
*Workspace opening in fall 2017&lt;br /&gt;
*6 directors, among them: Deke Copenhaver, the mayor of Augusta from 2005-2014&lt;br /&gt;
**As of Apr. 1, 2017, high demand: &amp;gt;200 people on waitlist&lt;br /&gt;
***source: https://www.forbes.com/sites/mikemontgomery/2017/04/01/how-augusta-georgia-is-becoming-a-model-for-tech-innovation-in-small-cities/#1ffd417e1f43&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=UNISYS presence=&lt;br /&gt;
&lt;br /&gt;
*Has pledged to employ 700 Augustinians by 2019 in tech support for public sector and commercial clients.&lt;br /&gt;
&lt;br /&gt;
=Booz Allen Hamilton presence=&lt;br /&gt;
&lt;br /&gt;
*Corporate sponsor for The Clubhouse&lt;br /&gt;
*In Augusta, &amp;quot;Booz Allen has a large footprint in Augusta which supports multiple clients across the Department of Defense, as well as the commercial market.&amp;quot;  It provides STEM &amp;amp;STEM education funding to Augusta community.&lt;br /&gt;
**source: https://theclubhou.se/corporate-sponsor-booz-allen-hamilton/&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20553</id>
		<title>Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20553"/>
		<updated>2017-10-03T19:43:15Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* Potential Corporate Headquarters / Branches */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has owner=Ben Baldazo, Dylan Dickens, Joe Reilly, Taylor Jacobe,&lt;br /&gt;
|Has start date=9/20/2017&lt;br /&gt;
|Has deadline=10/6/2017&lt;br /&gt;
|Has notes=End product is slide deck&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
}}&lt;br /&gt;
Link to DOC: https://docs.google.com/a/rice.edu/document/d/15EtmjxWLLta4SZEW4PlsqxXgA-yEuuZ3OE1Ciin2yHA/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia- Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*University of Augusta is in the local area&lt;br /&gt;
*US CyberCommand is going to locate their headquarters there, and in response, they want to ensure an ecosystem exists there to pull from (QUESTION: WHO IS &amp;quot;THEY&amp;quot; IN THIS SENTENCE?)&lt;br /&gt;
**Needs recruits, programmers&lt;br /&gt;
*Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*Find all of the important inno people in Georgia&lt;br /&gt;
**How can we piece an ecosystem together?&lt;br /&gt;
&lt;br /&gt;
=Potential Corporate Headquarters / Branches=&lt;br /&gt;
Potential way to see: look at donors to Augusta based Arts or Museums&lt;br /&gt;
*Augusta Ballet support (scroll to bottom): http://www.augustaballet.org/support/&lt;br /&gt;
**Only Corporate sponser is &amp;quot;Superior Office Systems&amp;quot;&lt;br /&gt;
&lt;br /&gt;
=VC Data Summary=&lt;br /&gt;
&lt;br /&gt;
Find Data here:&lt;br /&gt;
There is a company level VC data file, with exits, deal type flags, dead/alive years, and round summary info in &lt;br /&gt;
 E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&lt;br /&gt;
&lt;br /&gt;
This file is '''PortCoMaster.txt'''.&lt;br /&gt;
&lt;br /&gt;
Excel File with data filtered by Tay is '''Relevant VC Data'''&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia: 7 Results- &lt;br /&gt;
*NRF Distributors Inc, Keymarket Partners, Lexicor Medical Technology Inc, Keymarket III, Solo Cup Operating Corp, Joseph Kirschner Company Inc, and Sagamore Hill Broadcasting LLC. Only Sagamore Hill Broadcasting has received funding in the last 20 years, all the rest were earlier. '''Conclusion: Augusta's VC scene is not good at all. If only one company has been VC backed in the last 20 years, this is worrisome'''&lt;br /&gt;
**Sagamore Hill Broadcasting owns and operates television-broadcasting stations in the Great Lakes and Southern US. It is a joint venture of the investment firm Duff Ackerman &amp;amp; Goodrich of San Francisco, California and former Benedek Broadcasting and Spartan Communications executive Louis Wall (who is also CEO of the group).&lt;br /&gt;
*None are in the categories listed below&lt;br /&gt;
&lt;br /&gt;
Atlanta, Georgia: ~550 results- &lt;br /&gt;
*200 of these are in the last decade; Atlanta is clearly attracting VC funding. How can we expand that success to Augusta? &lt;br /&gt;
*Of those in the last decade, small proportion could be cybersecurity-related: &lt;br /&gt;
**3  Internet Security and Transaction Services&lt;br /&gt;
**10 Security/Firewalls/Encryption software&lt;br /&gt;
**None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Charleston, South Carolina- ~30 results- &lt;br /&gt;
*In general, these investments are far more recent than those in Augusta, with half of these results taking place within the last decade.&lt;br /&gt;
*Only one Security/Firewalls/Encryption- PhishLabs&lt;br /&gt;
*None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Other local areas&lt;br /&gt;
*Athens, Georgia: 15 VC funded, 7 within last decade&lt;br /&gt;
*Savannah, Georgia: 5 VC funded, 1 within last decade&lt;br /&gt;
&lt;br /&gt;
Silicon Valley:&lt;br /&gt;
Accelerators&lt;br /&gt;
*Included these filters on '''Relevant VC Data''': CA for state and these cities: Campbell; Cupertino; Los Altos; Los Altos Hills; Los Gatos; Milpitas; Monte Sereno; Morgan Hill; Mountain View; Palo Alto; San Fransisco; San Jose; San Mateo; Santa Clara; Saratoga; Sunnyvale&lt;br /&gt;
**this is the list of cities Wikipedia's page on Silicon Valley includes plus San Mateo and San Francisco ADD OTHER SAN FRANCISCO BAY AREA CITIES FROM DIANA CARRANZA'S RANKING REPORT IN ECOSYSTEM&amp;gt;RANKING.&lt;br /&gt;
*7520 VC funded, 4220 over last decade&lt;br /&gt;
Incubators:&lt;br /&gt;
*Searched for incubators on AngelList (saved to &amp;quot;AngelList Silicon Valley Incubators (unfiltered).txt&amp;quot;) but the results were definitely more than just incubators so filtered to everything that had &amp;quot;incub&amp;quot; in its name or description and added back ycombinator (Saved to &amp;quot;AngelList Silicon Valley Incubators (filtered).txt&amp;quot;)&lt;br /&gt;
&lt;br /&gt;
Relevant industries (at the indsubgroup level) for cyber security might be:&lt;br /&gt;
                    indsubgroup&lt;br /&gt;
 -------------------------------------------------&lt;br /&gt;
 Internet Security and Transaction Services&lt;br /&gt;
 Other Electronics Related (incl. alarm systems)&lt;br /&gt;
 Military Electronics (excluding communications)&lt;br /&gt;
 Security/Alarm/Sensors&lt;br /&gt;
 Security/FirewallsEncryption software&lt;br /&gt;
 Computer Security Services&lt;br /&gt;
 Defense Communications&lt;br /&gt;
&lt;br /&gt;
Note that the original source data is in '''vcdb2''' and the script to make this data is '''augustavcdata.sql'''&lt;br /&gt;
&lt;br /&gt;
==Recent Business News for Augusta==&lt;br /&gt;
&lt;br /&gt;
*Building a new arena in Augusta, but unknown where the location will be: http://chronicle.augusta.com/news/2017-09-26/regency-supporters-unmoved-arena-site-selection-presentation, http://www.wrdw.com/content/news/Coliseum-Authority-Meeting-a-Full-House-448078573.html&lt;br /&gt;
* New Internship program to promote sticking in Augusta to work: &amp;quot;The Students2Work initiative aims to place 250 Richmond County high school students in internships throughout the Augusta area – to both improve the skills they have, and to develop new skills to better prepare them for the working world.&amp;quot; http://chronicle.augusta.com/news/business/2017-09-06/business-education-leaders-announce-job-internship-initiative-richmond&lt;br /&gt;
&lt;br /&gt;
The demand for skilled workers takes on added gravity as the region braces for an expected economic spike spurred by cyber-related businesses.&lt;br /&gt;
&lt;br /&gt;
=Tasks for Ben Baldazo, Joe Reilly and Dylan Dickens on September 26=&lt;br /&gt;
#MOVE THIS ZIP CODE INFO TO NEW SECTION ON WIKI PAGE Determine which zip codes are associated with Augusta, Augusta University &amp;amp; Cyber command facility.&lt;br /&gt;
#*Augusta: http://zipcode.org/city/GA/AUGUSTA&lt;br /&gt;
#*Augusta U (zip: 30912) website: http://www.augusta.edu/&lt;br /&gt;
#*Fort Gordon (houses the cyber command) Zip: 30905 | Website: http://www.gordon.army.mil/&lt;br /&gt;
#Use Compustat to pull data on publicly traded firms in Augusta, Atlanta  and Georgia.&lt;br /&gt;
#*See E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Compustat (publicly traded firms)&lt;br /&gt;
#**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; restricted pull to those exchanges of publicly traded companies over the past year&lt;br /&gt;
#**&amp;quot;Public Firms&amp;quot; pull from all of compustat that goes from Jan 2010 to Sept 2017&lt;br /&gt;
#**Excel for both of these is likely filtered to Georgia or even Augusta&lt;br /&gt;
#Data on Accelerators for Augusta, Atlanta, Georgia, and Silicon Valley:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Accelerators &amp;amp; Cohorts&amp;quot;&lt;br /&gt;
##*Data includes list of accelerators in Georgia &amp;amp; the available information on cohort companies from Georgia&lt;br /&gt;
##*Pulled from Accelerator_Data in E:\McNair\Projects\Accelerators\Fall 2017 : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - Flashpoint, Georgia Tech - VentureLab (Tech Transfer).  This second list was not checked thoroughly yet.&lt;br /&gt;
#*To find number in Silicon valley included provinces: Mountain View, Palo Alto, San Francisco, San Jose, San Mateo, Santa Clara, Sunnyvale&lt;br /&gt;
#**Didn’t have data on number of incubators in SV but found angellist search: https://angel.co/companies?company_types[]=Incubator&amp;amp;locations[]=1681-Silicon+Valley,+CA&lt;br /&gt;
#***The problem is that most of these aren’t incubators&lt;br /&gt;
&lt;br /&gt;
#Grants Data:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\NIH NSF Clinical Trials for Georgia by Zip&amp;quot;&lt;br /&gt;
#*Some notes in the CKnotes.txt file&lt;br /&gt;
#*Notes on sourcing of this data in&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NSF_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NIH_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/FDA_Trials_Data&lt;br /&gt;
#Get data on all VC-backed firms in Augusta, Atlanta, and Georgia.&lt;br /&gt;
#What data on cybersecurity startups is available from VenturExpert.&lt;br /&gt;
# See Anne for further assignments.&lt;br /&gt;
&lt;br /&gt;
=List of publicly traded firms in Georgia=&lt;br /&gt;
&lt;br /&gt;
*Firms on NYSE NASDAQ AMEX yr 2016&lt;br /&gt;
**An excel file list of publicly traded firms (on NYSE, NASDAQ, or American Stock Exchange), with their data for Jan 1 2016-Jan 1 2017, pulled from compustat (https://wrds-web.wharton.upenn.edu/wrds/ds/compm/funda/index.cfm?navId=84), can be found in E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem.  It's filtered to show only Georgia companies.  It's called &amp;quot;Firms on...&amp;quot;.  The list files also appear in E:\McNair\Projects\Publicly Traded Firms Data.&lt;br /&gt;
&lt;br /&gt;
*PublicFirms&lt;br /&gt;
**excel and txt file of public traded firms with records since Jan 2010 across the entire compustat database. The excel file is filtered to augusta companies&lt;br /&gt;
&lt;br /&gt;
* The files show (in order on the excel sheet)&lt;br /&gt;
**at (total assets)&lt;br /&gt;
**intan (intangible assets)&lt;br /&gt;
**intano (other intangibles)&lt;br /&gt;
**revt (total revenue in millions)&lt;br /&gt;
**xrd (research and development expense)&lt;br /&gt;
**exchg (stock exchange code)&lt;br /&gt;
**address1&lt;br /&gt;
**address2&lt;br /&gt;
**city&lt;br /&gt;
**zipcode&lt;br /&gt;
**location (country)&lt;br /&gt;
**naics (North American industry classification code)&lt;br /&gt;
**state&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Directions for pulling general data from https://wrds-web.wharton.upenn.edu/wrds//ds/compm/funda/index.cfm?queryID=807962 with filters for Fundamentals Annual:&lt;br /&gt;
**Best to do this in Internet explorer or Firefox so that once the file is completed, it can be downloaded directly (as opposed to Chrome)&lt;br /&gt;
*Step 1: Choose a date range&lt;br /&gt;
*Step 2: choose GVKEY.  &lt;br /&gt;
*Step 3: choose data items.  In the search bar below, search for information you want.  You can search either the abbreviation or the description itself.  Once you choose a piece of information (i.e., Stock Exchange Code), a window pops up above Step 3 indicating that you can filter by these pieces of information, in addition to having them in your output file.  To filter by Stock exchange, for example, click (in the Conditional Statements window) the drop down arrow, click &amp;quot;Stock Exchange Code&amp;quot;.  In the far right box, input the code that corresponds to each Stock Exchange (can only be found before Stock Exchange code is selected as a variable type in Step 3.  If it's selected, deselect it, find it in the search box, and click on the question mark).  To add more, click either &amp;quot;OR&amp;quot; or &amp;quot;AND&amp;quot; and add another code.  Select all desired variables and all desired filters on those variables.&lt;br /&gt;
*Step 4: &lt;br /&gt;
**Output format: select tab-delimited text.  &lt;br /&gt;
**Compression type: Select none &lt;br /&gt;
**Date format: choose either the first option or the last one.&lt;br /&gt;
&lt;br /&gt;
=Documentation=&lt;br /&gt;
'''E Drive Folder:'''&lt;br /&gt;
 &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&amp;quot;&lt;br /&gt;
*Files located in above folder with data pull description:&lt;br /&gt;
**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; (both Excel and Text file): Fundamentals Annual for Jan 1 2017-Jan 1 2017, for firms traded on any of the following stock exchanges: NYSE, NASDAQ, American Stock Exchange.  The variables pulled are listed in the above section&lt;br /&gt;
'''Z Drive Folder:'''&lt;br /&gt;
 &amp;quot;Z:\Innovation Districts&amp;quot;&lt;br /&gt;
*Code document: augusta.sql&lt;br /&gt;
*table notes: augustaSQL_notes.txt&lt;br /&gt;
'''Database:'''&lt;br /&gt;
 augusta&lt;br /&gt;
&lt;br /&gt;
=Tentative Schedule=&lt;br /&gt;
&lt;br /&gt;
Week of 9/25: Gather, compile, and synthesize data&lt;br /&gt;
&lt;br /&gt;
Week of 10/1: Make recommendations, create slides and review with Ed&lt;br /&gt;
&lt;br /&gt;
==Anticipated Paper Breakdown==&lt;br /&gt;
#Needs/Wants for an Startup Ecosystem&lt;br /&gt;
##Economic Factors&lt;br /&gt;
##Social Factors&lt;br /&gt;
##Environmental Factors&lt;br /&gt;
##Government aid&lt;br /&gt;
#Diagnosis of Augusta’s Current State&lt;br /&gt;
##How does it fulfill and not fulfill the requirements of an innovation district?&lt;br /&gt;
##What resources are available in Georgia as a whole that can be used in Augusta?&lt;br /&gt;
#Recommendations for how to achieve a Startup Ecosystem in Augusta&lt;br /&gt;
##What do we need in order to make a successful startup ecosystem in Augusta? (What is missing?)&lt;br /&gt;
##What would it look like?&lt;br /&gt;
##How do we make it happen?&lt;br /&gt;
###Specific suggestions&lt;br /&gt;
&lt;br /&gt;
=Zip Codes=&lt;br /&gt;
*30901&lt;br /&gt;
*30903&lt;br /&gt;
*30907&lt;br /&gt;
*30909&lt;br /&gt;
*30999&lt;br /&gt;
*30904&lt;br /&gt;
*30905&lt;br /&gt;
*30906&lt;br /&gt;
*30912&lt;br /&gt;
*30914&lt;br /&gt;
*30916&lt;br /&gt;
*30917&lt;br /&gt;
*30919&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=Georgia Accelerator Programs=&lt;br /&gt;
&lt;br /&gt;
##*From Accelerator Data in E:\McNair\Projects\Accelerators\Summer 2017\Veeral : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - VentureLab (Tech Transfer).&lt;br /&gt;
&lt;br /&gt;
=Georgia VC Firms=&lt;br /&gt;
&lt;br /&gt;
=Resources Needed=&lt;br /&gt;
[[File: Startup Ecosystems.png]]&lt;br /&gt;
Elements of a Startup Ecosystem&lt;br /&gt;
''Technical Skills''&lt;br /&gt;
*'''Education rates of local population'''&lt;br /&gt;
*Research on University of Augusta&lt;br /&gt;
*How to attract human capital?&lt;br /&gt;
''Risk Tolerance''&lt;br /&gt;
*'''Local Economic Stability'''&lt;br /&gt;
*'''City's Risk Preparedness'''&lt;br /&gt;
''Availability of Capital''&lt;br /&gt;
*'''VC, Equity'''&lt;br /&gt;
''Visible Successes''&lt;br /&gt;
*What has already happened there? How can we market the city to best attract human capital and create a city brand?&lt;br /&gt;
''Collaborative Culture''&lt;br /&gt;
*'''Proximity between innovators'''&lt;br /&gt;
*'''Transportation availability'''&lt;br /&gt;
*'''Accessibility to travelers'''&lt;br /&gt;
''Regulatory Environment''&lt;br /&gt;
*Potential for tax credits, types of incentives local government can offer&lt;br /&gt;
''Experienced Mentors''&lt;br /&gt;
*Who is already there who can act as a mentor?&lt;br /&gt;
*Who can we attract there to act as a mentor?&lt;br /&gt;
**'''Patent and R&amp;amp;D data for the area'''&lt;br /&gt;
''Entrepreneurial Culture''&lt;br /&gt;
*What creates a strong entrepreneurial culture and how can we bring that to Augusta?&lt;br /&gt;
&lt;br /&gt;
=Educational Attainment=&lt;br /&gt;
&lt;br /&gt;
*For Richmond County, Georgia, which includes Augusta, the US Census Bureau projects that:	&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	&lt;br /&gt;
&lt;br /&gt;
Compared to the rest of the US:&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	86.7%&lt;br /&gt;
*Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	29.8%&lt;br /&gt;
&lt;br /&gt;
*source: https://www.census.gov/quickfacts/fact/table/richmondcountygeorgia,US/PST045216&lt;br /&gt;
&lt;br /&gt;
=Augusta Incubators=&lt;br /&gt;
&lt;br /&gt;
*Clubhou.se: https://theclubhou.se/&lt;br /&gt;
**Division of Hack Augusta, a community of entrerpeneurs&lt;br /&gt;
**Offers coding classes in HTML, Javascript, etc.&lt;br /&gt;
**Corporate Sponsors: &lt;br /&gt;
****Booz Allen Hamilton (see below)&lt;br /&gt;
**** Intelligenesis: In Augusta, according to https://theclubhou.se/corporate-sponsor-intelligenesis-llc/, they &amp;quot;provide exceptional technical expertise to meet customer mission challenges in Intelligence Analysis, Machine Learning/ Data Science, Analytics Development for Big Data, Software Lifecycle Support, and '''Research and Development'''&amp;quot;&lt;br /&gt;
****ATDC&lt;br /&gt;
****Mail Chimp&lt;br /&gt;
****Georgia Power&lt;br /&gt;
****Augusta Economic Development Authority&lt;br /&gt;
****AT&amp;amp;T&lt;br /&gt;
&lt;br /&gt;
=Augusta Innovation Zone=&lt;br /&gt;
&lt;br /&gt;
*http://www.augustainnovationzone.com/index.html&lt;br /&gt;
*Workspace opening in fall 2017&lt;br /&gt;
*6 directors, among them: Deke Copenhaver, the mayor of Augusta from 2005-2014&lt;br /&gt;
**As of Apr. 1, 2017, high demand: &amp;gt;200 people on waitlist&lt;br /&gt;
***source: https://www.forbes.com/sites/mikemontgomery/2017/04/01/how-augusta-georgia-is-becoming-a-model-for-tech-innovation-in-small-cities/#1ffd417e1f43&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=UNISYS presence=&lt;br /&gt;
&lt;br /&gt;
*Has pledged to employ 700 Augustinians by 2019 in tech support for public sector and commercial clients.&lt;br /&gt;
&lt;br /&gt;
=Booz Allen Hamilton presence=&lt;br /&gt;
&lt;br /&gt;
*Corporate sponsor for The Clubhouse&lt;br /&gt;
*In Augusta, &amp;quot;Booz Allen has a large footprint in Augusta which supports multiple clients across the Department of Defense, as well as the commercial market.&amp;quot;  It provides STEM &amp;amp;STEM education funding to Augusta community.&lt;br /&gt;
**source: https://theclubhou.se/corporate-sponsor-booz-allen-hamilton/&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Talk:Augusta_Startup_Ecosystem&amp;diff=20516</id>
		<title>Talk:Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Talk:Augusta_Startup_Ecosystem&amp;diff=20516"/>
		<updated>2017-10-02T20:46:19Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Instructions: Start with date, (name): time - then follow with you work update, what is finished, and what isn't finished / what is left to be completed&lt;br /&gt;
*'''Put your update at the top so the most recent updates are most visible'''&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Oct. 2 (Ben): 2-4pm Updated Silicon Valley stats in the powerpoint using numbers from Accelerator project, Relevant VC Data (Tay's VC file), and mining from AngelList&lt;br /&gt;
*Couldn't find the number of Hubs but I know McNair has the info somewhere&lt;br /&gt;
*Began looking for Corporate headquarters / branches outside of just looking in compustat, by looking at donors to arts programs like the Augusta Ballet&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20515</id>
		<title>Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20515"/>
		<updated>2017-10-02T20:41:29Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has owner=Ben Baldazo, Dylan Dickens, Joe Reilly, Taylor Jacobe,&lt;br /&gt;
|Has start date=9/20/2017&lt;br /&gt;
|Has deadline=10/6/2017&lt;br /&gt;
|Has notes=End product is slide deck&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
}}&lt;br /&gt;
Link to DOC: https://docs.google.com/a/rice.edu/document/d/15EtmjxWLLta4SZEW4PlsqxXgA-yEuuZ3OE1Ciin2yHA/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia- Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*University of Augusta is in the local area&lt;br /&gt;
*US CyberCommand is going to locate their headquarters there, and in response, they want to ensure an ecosystem exists there to pull from&lt;br /&gt;
**Needs recruits, programmers&lt;br /&gt;
*Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*Find all of the important inno people in Georgia&lt;br /&gt;
**How can we piece an ecosystem together?&lt;br /&gt;
&lt;br /&gt;
=Potential Corporate Headquarters / Branches=&lt;br /&gt;
Potential way to see: look at donors to Augusta based Arts or Museums&lt;br /&gt;
*Augusta Ballet support (scroll to bottom): http://www.augustaballet.org/support/&lt;br /&gt;
&lt;br /&gt;
=VC Data Summary=&lt;br /&gt;
&lt;br /&gt;
Find Data here:&lt;br /&gt;
There is a company level VC data file, with exits, deal type flags, dead/alive years, and round summary info in &lt;br /&gt;
 E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&lt;br /&gt;
&lt;br /&gt;
This file is '''PortCoMaster.txt'''.&lt;br /&gt;
&lt;br /&gt;
Excel File with data filtered by Tay is '''Relevant VC Data'''&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia: 7 Results- &lt;br /&gt;
*NRF Distributors Inc, Keymarket Partners, Lexicor Medical Technology Inc, Keymarket III, Solo Cup Operating Corp, Joseph Kirschner Company Inc, and Sagamore Hill Broadcasting LLC. Only Sagamore Hill Broadcasting has received funding in the last 20 years, all the rest were earlier. '''Conclusion: Augusta's VC scene is not good at all. If only one company has been VC backed in the last 20 years, this is worrisome'''&lt;br /&gt;
**Sagamore Hill Broadcasting owns and operates television-broadcasting stations in the Great Lakes and Southern US. It is a joint venture of the investment firm Duff Ackerman &amp;amp; Goodrich of San Francisco, California and former Benedek Broadcasting and Spartan Communications executive Louis Wall (who is also CEO of the group).&lt;br /&gt;
*None are in the categories listed below&lt;br /&gt;
&lt;br /&gt;
Atlanta, Georgia: ~550 results- &lt;br /&gt;
*200 of these are in the last decade; Atlanta is clearly attracting VC funding. How can we expand that success to Augusta? &lt;br /&gt;
*Of those in the last decade, small proportion could be cybersecurity-related: &lt;br /&gt;
**3  Internet Security and Transaction Services&lt;br /&gt;
**10 Security/Firewalls/Encryption software&lt;br /&gt;
**None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Charleston, South Carolina- ~30 results- &lt;br /&gt;
*In general, these investments are far more recent than those in Augusta, with half of these results taking place within the last decade.&lt;br /&gt;
*Only one Security/Firewalls/Encryption- PhishLabs&lt;br /&gt;
*None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Other local areas&lt;br /&gt;
*Athens, Georgia: 15 VC funded, 7 within last decade&lt;br /&gt;
*Savannah, Georgia: 5 VC funded, 1 within last decade&lt;br /&gt;
&lt;br /&gt;
Silicon Valley:&lt;br /&gt;
Accelerators&lt;br /&gt;
*Included these filters on '''Relevant VC Data''': CA for state and these cities: Campbell; Cupertino; Los Altos; Los Altos Hills; Los Gatos; Milpitas; Monte Sereno; Morgan Hill; Mountain View; Palo Alto; San Fransisco; San Jose; San Mateo; Santa Clara; Saratoga; Sunnyvale&lt;br /&gt;
**this is the list of cities Wikipedia's page on Silicon Valley includes plus San Mateo and San Francisco&lt;br /&gt;
*7520 VC funded, 4220 over last decade&lt;br /&gt;
Incubators:&lt;br /&gt;
*Searched for incubators on AngelList (saved to &amp;quot;AngelList Silicon Valley Incubators (unfiltered).txt&amp;quot;) but the results were definitely more than just incubators so filtered to everything that had &amp;quot;incub&amp;quot; in its name or description and added back ycombinator (Saved to &amp;quot;AngelList Silicon Valley Incubators (filtered).txt&amp;quot;)&lt;br /&gt;
&lt;br /&gt;
Relevant industries (at the indsubgroup level) for cyber security might be:&lt;br /&gt;
                    indsubgroup&lt;br /&gt;
 -------------------------------------------------&lt;br /&gt;
 Internet Security and Transaction Services&lt;br /&gt;
 Other Electronics Related (incl. alarm systems)&lt;br /&gt;
 Military Electronics (excluding communications)&lt;br /&gt;
 Security/Alarm/Sensors&lt;br /&gt;
 Security/FirewallsEncryption software&lt;br /&gt;
 Computer Security Services&lt;br /&gt;
 Defense Communications&lt;br /&gt;
&lt;br /&gt;
Note that the original source data is in '''vcdb2''' and the script to make this data is '''augustavcdata.sql'''&lt;br /&gt;
&lt;br /&gt;
==Recent Business News for Augusta==&lt;br /&gt;
&lt;br /&gt;
*Building a new arena in Augusta, but unknown where the location will be: http://chronicle.augusta.com/news/2017-09-26/regency-supporters-unmoved-arena-site-selection-presentation, http://www.wrdw.com/content/news/Coliseum-Authority-Meeting-a-Full-House-448078573.html&lt;br /&gt;
* New Internship program to promote sticking in Augusta to work: &amp;quot;The Students2Work initiative aims to place 250 Richmond County high school students in internships throughout the Augusta area – to both improve the skills they have, and to develop new skills to better prepare them for the working world.&amp;quot; http://chronicle.augusta.com/news/business/2017-09-06/business-education-leaders-announce-job-internship-initiative-richmond&lt;br /&gt;
&lt;br /&gt;
The demand for skilled workers takes on added gravity as the region braces for an expected economic spike spurred by cyber-related businesses.&lt;br /&gt;
&lt;br /&gt;
=Tasks for Ben Baldazo, Joe Reilly and Dylan Dickens on September 26=&lt;br /&gt;
#MOVE THIS ZIP CODE INFO TO NEW SECTION ON WIKI PAGE Determine which zip codes are associated with Augusta, Augusta University &amp;amp; Cyber command facility.&lt;br /&gt;
#*Augusta: http://zipcode.org/city/GA/AUGUSTA&lt;br /&gt;
#*Augusta U (zip: 30912) website: http://www.augusta.edu/&lt;br /&gt;
#*Fort Gordon (houses the cyber command) Zip: 30905 | Website: http://www.gordon.army.mil/&lt;br /&gt;
#Use Compustat to pull data on publicly traded firms in Augusta, Atlanta  and Georgia.&lt;br /&gt;
#*See E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Compustat (publicly traded firms)&lt;br /&gt;
#**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; restricted pull to those exchanges of publicly traded companies over the past year&lt;br /&gt;
#**&amp;quot;Public Firms&amp;quot; pull from all of compustat that goes from Jan 2010 to Sept 2017&lt;br /&gt;
#**Excel for both of these is likely filtered to Georgia or even Augusta&lt;br /&gt;
#Data on Accelerators for Augusta, Atlanta, Georgia, and Silicon Valley:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Accelerators &amp;amp; Cohorts&amp;quot;&lt;br /&gt;
##*Data includes list of accelerators in Georgia &amp;amp; the available information on cohort companies from Georgia&lt;br /&gt;
##*Pulled from Accelerator_Data in E:\McNair\Projects\Accelerators\Fall 2017 : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - Flashpoint, Georgia Tech - VentureLab (Tech Transfer).  This second list was not checked thoroughly yet.&lt;br /&gt;
#*To find number in Silicon valley included provinces: Mountain View, Palo Alto, San Francisco, San Jose, San Mateo, Santa Clara, Sunnyvale&lt;br /&gt;
#**Didn’t have data on number of incubators in SV but found angellist search: https://angel.co/companies?company_types[]=Incubator&amp;amp;locations[]=1681-Silicon+Valley,+CA&lt;br /&gt;
#***The problem is that most of these aren’t incubators&lt;br /&gt;
&lt;br /&gt;
#Grants Data:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\NIH NSF Clinical Trials for Georgia by Zip&amp;quot;&lt;br /&gt;
#*Some notes in the CKnotes.txt file&lt;br /&gt;
#*Notes on sourcing of this data in&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NSF_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NIH_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/FDA_Trials_Data&lt;br /&gt;
#Get data on all VC-backed firms in Augusta, Atlanta, and Georgia.&lt;br /&gt;
#What data on cybersecurity startups is available from VenturExpert.&lt;br /&gt;
# See Anne for further assignments.&lt;br /&gt;
&lt;br /&gt;
=List of publicly traded firms in Georgia=&lt;br /&gt;
&lt;br /&gt;
*Firms on NYSE NASDAQ AMEX yr 2016&lt;br /&gt;
**An excel file list of publicly traded firms (on NYSE, NASDAQ, or American Stock Exchange), with their data for Jan 1 2016-Jan 1 2017, pulled from compustat (https://wrds-web.wharton.upenn.edu/wrds/ds/compm/funda/index.cfm?navId=84), can be found in E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem.  It's filtered to show only Georgia companies.  It's called &amp;quot;Firms on...&amp;quot;.  The list files also appear in E:\McNair\Projects\Publicly Traded Firms Data.&lt;br /&gt;
&lt;br /&gt;
*PublicFirms&lt;br /&gt;
**excel and txt file of public traded firms with records since Jan 2010 across the entire compustat database. The excel file is filtered to augusta companies&lt;br /&gt;
&lt;br /&gt;
* The files show (in order on the excel sheet)&lt;br /&gt;
**at (total assets)&lt;br /&gt;
**intan (intangible assets)&lt;br /&gt;
**intano (other intangibles)&lt;br /&gt;
**revt (total revenue in millions)&lt;br /&gt;
**xrd (research and development expense)&lt;br /&gt;
**exchg (stock exchange code)&lt;br /&gt;
**address1&lt;br /&gt;
**address2&lt;br /&gt;
**city&lt;br /&gt;
**zipcode&lt;br /&gt;
**location (country)&lt;br /&gt;
**naics (North American industry classification code)&lt;br /&gt;
**state&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Directions for pulling general data from https://wrds-web.wharton.upenn.edu/wrds//ds/compm/funda/index.cfm?queryID=807962 with filters for Fundamentals Annual:&lt;br /&gt;
**Best to do this in Internet explorer or Firefox so that once the file is completed, it can be downloaded directly (as opposed to Chrome)&lt;br /&gt;
*Step 1: Choose a date range&lt;br /&gt;
*Step 2: choose GVKEY.  &lt;br /&gt;
*Step 3: choose data items.  In the search bar below, search for information you want.  You can search either the abbreviation or the description itself.  Once you choose a piece of information (i.e., Stock Exchange Code), a window pops up above Step 3 indicating that you can filter by these pieces of information, in addition to having them in your output file.  To filter by Stock exchange, for example, click (in the Conditional Statements window) the drop down arrow, click &amp;quot;Stock Exchange Code&amp;quot;.  In the far right box, input the code that corresponds to each Stock Exchange (can only be found before Stock Exchange code is selected as a variable type in Step 3.  If it's selected, deselect it, find it in the search box, and click on the question mark).  To add more, click either &amp;quot;OR&amp;quot; or &amp;quot;AND&amp;quot; and add another code.  Select all desired variables and all desired filters on those variables.&lt;br /&gt;
*Step 4: &lt;br /&gt;
**Output format: select tab-delimited text.  &lt;br /&gt;
**Compression type: Select none &lt;br /&gt;
**Date format: choose either the first option or the last one.&lt;br /&gt;
&lt;br /&gt;
=Documentation=&lt;br /&gt;
'''E Drive Folder:'''&lt;br /&gt;
 &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&amp;quot;&lt;br /&gt;
*Files located in above folder with data pull description:&lt;br /&gt;
**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; (both Excel and Text file): Fundamentals Annual for Jan 1 2017-Jan 1 2017, for firms traded on any of the following stock exchanges: NYSE, NASDAQ, American Stock Exchange.  The variables pulled are listed in the above section&lt;br /&gt;
'''Z Drive Folder:'''&lt;br /&gt;
 &amp;quot;Z:\Innovation Districts&amp;quot;&lt;br /&gt;
*Code document: augusta.sql&lt;br /&gt;
*table notes: augustaSQL_notes.txt&lt;br /&gt;
'''Database:'''&lt;br /&gt;
 augusta&lt;br /&gt;
&lt;br /&gt;
=Tentative Schedule=&lt;br /&gt;
&lt;br /&gt;
Week of 9/25: Gather, compile, and synthesize data&lt;br /&gt;
&lt;br /&gt;
Week of 10/1: Make recommendations, create slides and review with Ed&lt;br /&gt;
&lt;br /&gt;
==Anticipated Paper Breakdown==&lt;br /&gt;
#Needs/Wants for an Startup Ecosystem&lt;br /&gt;
##Economic Factors&lt;br /&gt;
##Social Factors&lt;br /&gt;
##Environmental Factors&lt;br /&gt;
##Government aid&lt;br /&gt;
#Diagnosis of Augusta’s Current State&lt;br /&gt;
##How does it fulfill and not fulfill the requirements of an innovation district?&lt;br /&gt;
##What resources are available in Georgia as a whole that can be used in Augusta?&lt;br /&gt;
#Recommendations for how to achieve a Startup Ecosystem in Augusta&lt;br /&gt;
##What do we need in order to make a successful startup ecosystem in Augusta? (What is missing?)&lt;br /&gt;
##What would it look like?&lt;br /&gt;
##How do we make it happen?&lt;br /&gt;
###Specific suggestions&lt;br /&gt;
&lt;br /&gt;
=Zip Codes=&lt;br /&gt;
*30901&lt;br /&gt;
*30903&lt;br /&gt;
*30907&lt;br /&gt;
*30909&lt;br /&gt;
*30999&lt;br /&gt;
*30904&lt;br /&gt;
*30905&lt;br /&gt;
*30906&lt;br /&gt;
*30912&lt;br /&gt;
*30914&lt;br /&gt;
*30916&lt;br /&gt;
*30917&lt;br /&gt;
*30919&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=Georgia Accelerator Programs=&lt;br /&gt;
&lt;br /&gt;
##*From Accelerator Data in E:\McNair\Projects\Accelerators\Summer 2017\Veeral : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - VentureLab (Tech Transfer).&lt;br /&gt;
&lt;br /&gt;
=Georgia VC Firms=&lt;br /&gt;
&lt;br /&gt;
=Resources Needed=&lt;br /&gt;
[[File: Startup Ecosystems.png]]&lt;br /&gt;
Elements of a Startup Ecosystem&lt;br /&gt;
''Technical Skills''&lt;br /&gt;
*'''Education rates of local population'''&lt;br /&gt;
*Research on University of Augusta&lt;br /&gt;
*How to attract human capital?&lt;br /&gt;
''Risk Tolerance''&lt;br /&gt;
*'''Local Economic Stability'''&lt;br /&gt;
*'''City's Risk Preparedness'''&lt;br /&gt;
''Availability of Capital''&lt;br /&gt;
*'''VC, Equity'''&lt;br /&gt;
''Visible Successes''&lt;br /&gt;
*What has already happened there? How can we market the city to best attract human capital and create a city brand?&lt;br /&gt;
''Collaborative Culture''&lt;br /&gt;
*'''Proximity between innovators'''&lt;br /&gt;
*'''Transportation availability'''&lt;br /&gt;
*'''Accessibility to travelers'''&lt;br /&gt;
''Regulatory Environment''&lt;br /&gt;
*Potential for tax credits, types of incentives local government can offer&lt;br /&gt;
''Experienced Mentors''&lt;br /&gt;
*Who is already there who can act as a mentor?&lt;br /&gt;
*Who can we attract there to act as a mentor?&lt;br /&gt;
**'''Patent and R&amp;amp;D data for the area'''&lt;br /&gt;
''Entrepreneurial Culture''&lt;br /&gt;
*What creates a strong entrepreneurial culture and how can we bring that to Augusta?&lt;br /&gt;
&lt;br /&gt;
=Educational Attainment=&lt;br /&gt;
&lt;br /&gt;
*For Richmond County, Georgia, which includes Augusta, the US Census Bureau projects that:	&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	&lt;br /&gt;
&lt;br /&gt;
Compared to the rest of the US:&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	86.7%&lt;br /&gt;
*Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	29.8%&lt;br /&gt;
&lt;br /&gt;
*source: https://www.census.gov/quickfacts/fact/table/richmondcountygeorgia,US/PST045216&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Talk:Augusta_Startup_Ecosystem&amp;diff=20514</id>
		<title>Talk:Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Talk:Augusta_Startup_Ecosystem&amp;diff=20514"/>
		<updated>2017-10-02T20:30:28Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Oct. 2 (Ben): 2-4pm Updated Silicon Valley stats in the powerpoint using numbers from Accelerator project, Relevant VC Data (Tay's VC file), and mining from AngelList&lt;br /&gt;
*Couldn't find the number of Hubs but I know McNair has the info somewhere&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Talk:Augusta_Startup_Ecosystem&amp;diff=20513</id>
		<title>Talk:Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Talk:Augusta_Startup_Ecosystem&amp;diff=20513"/>
		<updated>2017-10-02T20:27:26Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: Created page with &amp;quot;Oct. 2: 2-4pm Updated Silicon Valley stats in the powerpoint using numbers from Accelerator project, Relevant VC Data (Tay's VC file), and mining from AngelList *Couldn't find...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Oct. 2: 2-4pm Updated Silicon Valley stats in the powerpoint using numbers from Accelerator project, Relevant VC Data (Tay's VC file), and mining from AngelList&lt;br /&gt;
*Couldn't find the number of Hubs but I know McNair has the info somewhere&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
	<entry>
		<id>http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20512</id>
		<title>Augusta Startup Ecosystem</title>
		<link rel="alternate" type="text/html" href="http://www.edegan.com/mediawiki/index.php?title=Augusta_Startup_Ecosystem&amp;diff=20512"/>
		<updated>2017-10-02T20:22:33Z</updated>

		<summary type="html">&lt;p&gt;BenBaldazo: /* VC Data Summary */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{McNair Projects&lt;br /&gt;
|Has owner=Ben Baldazo, Dylan Dickens, Joe Reilly, Taylor Jacobe,&lt;br /&gt;
|Has start date=9/20/2017&lt;br /&gt;
|Has deadline=10/6/2017&lt;br /&gt;
|Has notes=End product is slide deck&lt;br /&gt;
|Has project status=Active&lt;br /&gt;
}}&lt;br /&gt;
Link to DOC: https://docs.google.com/a/rice.edu/document/d/15EtmjxWLLta4SZEW4PlsqxXgA-yEuuZ3OE1Ciin2yHA/edit?usp=sharing&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia- Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*University of Augusta is in the local area&lt;br /&gt;
*US CyberCommand is going to locate their headquarters there, and in response, they want to ensure an ecosystem exists there to pull from&lt;br /&gt;
**Needs recruits, programmers&lt;br /&gt;
*Want to build a startup ecosystem around the headquarters&lt;br /&gt;
*Find all of the important inno people in Georgia&lt;br /&gt;
**How can we piece an ecosystem together?&lt;br /&gt;
&lt;br /&gt;
=VC Data Summary=&lt;br /&gt;
&lt;br /&gt;
Find Data here:&lt;br /&gt;
There is a company level VC data file, with exits, deal type flags, dead/alive years, and round summary info in &lt;br /&gt;
 E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&lt;br /&gt;
&lt;br /&gt;
This file is '''PortCoMaster.txt'''.&lt;br /&gt;
&lt;br /&gt;
Excel File with data filtered by Tay is '''Relevant VC Data'''&lt;br /&gt;
&lt;br /&gt;
Augusta, Georgia: 7 Results- &lt;br /&gt;
*NRF Distributors Inc, Keymarket Partners, Lexicor Medical Technology Inc, Keymarket III, Solo Cup Operating Corp, Joseph Kirschner Company Inc, and Sagamore Hill Broadcasting LLC. Only Sagamore Hill Broadcasting has received funding in the last 20 years, all the rest were earlier. '''Conclusion: Augusta's VC scene is not good at all. If only one company has been VC backed in the last 20 years, this is worrisome'''&lt;br /&gt;
**Sagamore Hill Broadcasting owns and operates television-broadcasting stations in the Great Lakes and Southern US. It is a joint venture of the investment firm Duff Ackerman &amp;amp; Goodrich of San Francisco, California and former Benedek Broadcasting and Spartan Communications executive Louis Wall (who is also CEO of the group).&lt;br /&gt;
*None are in the categories listed below&lt;br /&gt;
&lt;br /&gt;
Atlanta, Georgia: ~550 results- &lt;br /&gt;
*200 of these are in the last decade; Atlanta is clearly attracting VC funding. How can we expand that success to Augusta? &lt;br /&gt;
*Of those in the last decade, small proportion could be cybersecurity-related: &lt;br /&gt;
**3  Internet Security and Transaction Services&lt;br /&gt;
**10 Security/Firewalls/Encryption software&lt;br /&gt;
**None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Charleston, South Carolina- ~30 results- &lt;br /&gt;
*In general, these investments are far more recent than those in Augusta, with half of these results taking place within the last decade.&lt;br /&gt;
*Only one Security/Firewalls/Encryption- PhishLabs&lt;br /&gt;
*None of the other categories listed below&lt;br /&gt;
&lt;br /&gt;
Other local areas&lt;br /&gt;
*Athens, Georgia: 15 VC funded, 7 within last decade&lt;br /&gt;
*Savannah, Georgia: 5 VC funded, 1 within last decade&lt;br /&gt;
&lt;br /&gt;
Silicon Valley:&lt;br /&gt;
Accelerators&lt;br /&gt;
*Included these filters on '''Relevant VC Data''': CA for state and these cities: Campbell; Cupertino; Los Altos; Los Altos Hills; Los Gatos; Milpitas; Monte Sereno; Morgan Hill; Mountain View; Palo Alto; San Fransisco; San Jose; San Mateo; Santa Clara; Saratoga; Sunnyvale&lt;br /&gt;
**this is the list of cities Wikipedia's page on Silicon Valley includes plus San Mateo and San Francisco&lt;br /&gt;
*7520 VC funded, 4220 over last decade&lt;br /&gt;
Incubators:&lt;br /&gt;
*Searched for incubators on AngelList (saved to &amp;quot;AngelList Silicon Valley Incubators (unfiltered).txt&amp;quot;) but the results were definitely more than just incubators so filtered to everything that had &amp;quot;incub&amp;quot; in its name or description and added back ycombinator (Saved to &amp;quot;AngelList Silicon Valley Incubators (filtered).txt&amp;quot;)&lt;br /&gt;
&lt;br /&gt;
Relevant industries (at the indsubgroup level) for cyber security might be:&lt;br /&gt;
                    indsubgroup&lt;br /&gt;
 -------------------------------------------------&lt;br /&gt;
 Internet Security and Transaction Services&lt;br /&gt;
 Other Electronics Related (incl. alarm systems)&lt;br /&gt;
 Military Electronics (excluding communications)&lt;br /&gt;
 Security/Alarm/Sensors&lt;br /&gt;
 Security/FirewallsEncryption software&lt;br /&gt;
 Computer Security Services&lt;br /&gt;
 Defense Communications&lt;br /&gt;
&lt;br /&gt;
Note that the original source data is in '''vcdb2''' and the script to make this data is '''augustavcdata.sql'''&lt;br /&gt;
&lt;br /&gt;
==Recent Business News for Augusta==&lt;br /&gt;
&lt;br /&gt;
*Building a new arena in Augusta, but unknown where the location will be: http://chronicle.augusta.com/news/2017-09-26/regency-supporters-unmoved-arena-site-selection-presentation, http://www.wrdw.com/content/news/Coliseum-Authority-Meeting-a-Full-House-448078573.html&lt;br /&gt;
* New Internship program to promote sticking in Augusta to work: &amp;quot;The Students2Work initiative aims to place 250 Richmond County high school students in internships throughout the Augusta area – to both improve the skills they have, and to develop new skills to better prepare them for the working world.&amp;quot; http://chronicle.augusta.com/news/business/2017-09-06/business-education-leaders-announce-job-internship-initiative-richmond&lt;br /&gt;
&lt;br /&gt;
The demand for skilled workers takes on added gravity as the region braces for an expected economic spike spurred by cyber-related businesses.&lt;br /&gt;
&lt;br /&gt;
=Tasks for Ben Baldazo, Joe Reilly and Dylan Dickens on September 26=&lt;br /&gt;
#MOVE THIS ZIP CODE INFO TO NEW SECTION ON WIKI PAGE Determine which zip codes are associated with Augusta, Augusta University &amp;amp; Cyber command facility.&lt;br /&gt;
#*Augusta: http://zipcode.org/city/GA/AUGUSTA&lt;br /&gt;
#*Augusta U (zip: 30912) website: http://www.augusta.edu/&lt;br /&gt;
#*Fort Gordon (houses the cyber command) Zip: 30905 | Website: http://www.gordon.army.mil/&lt;br /&gt;
#Use Compustat to pull data on publicly traded firms in Augusta, Atlanta  and Georgia.&lt;br /&gt;
#*See E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Compustat (publicly traded firms)&lt;br /&gt;
#**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; restricted pull to those exchanges of publicly traded companies over the past year&lt;br /&gt;
#**&amp;quot;Public Firms&amp;quot; pull from all of compustat that goes from Jan 2010 to Sept 2017&lt;br /&gt;
#**Excel for both of these is likely filtered to Georgia or even Augusta&lt;br /&gt;
#Data on Accelerators for Augusta, Atlanta, Georgia, and Silicon Valley:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\Accelerators &amp;amp; Cohorts&amp;quot;&lt;br /&gt;
##*Data includes list of accelerators in Georgia &amp;amp; the available information on cohort companies from Georgia&lt;br /&gt;
##*Pulled from Accelerator_Data in E:\McNair\Projects\Accelerators\Fall 2017 : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - Flashpoint, Georgia Tech - VentureLab (Tech Transfer).  This second list was not checked thoroughly yet.&lt;br /&gt;
#*To find number in Silicon valley included provinces: Mountain View, Palo Alto, San Francisco, San Jose, San Mateo, Santa Clara, Sunnyvale&lt;br /&gt;
#**Didn’t have data on number of incubators in SV but found angellist search: https://angel.co/companies?company_types[]=Incubator&amp;amp;locations[]=1681-Silicon+Valley,+CA&lt;br /&gt;
#***The problem is that most of these aren’t incubators&lt;br /&gt;
&lt;br /&gt;
#Grants Data:&lt;br /&gt;
#*&amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem\NIH NSF Clinical Trials for Georgia by Zip&amp;quot;&lt;br /&gt;
#*Some notes in the CKnotes.txt file&lt;br /&gt;
#*Notes on sourcing of this data in&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NSF_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/NIH_Data&lt;br /&gt;
#**http://mcnair.bakerinstitute.org/wiki/FDA_Trials_Data&lt;br /&gt;
#Get data on all VC-backed firms in Augusta, Atlanta, and Georgia.&lt;br /&gt;
#What data on cybersecurity startups is available from VenturExpert.&lt;br /&gt;
# See Anne for further assignments.&lt;br /&gt;
&lt;br /&gt;
=List of publicly traded firms in Georgia=&lt;br /&gt;
&lt;br /&gt;
*Firms on NYSE NASDAQ AMEX yr 2016&lt;br /&gt;
**An excel file list of publicly traded firms (on NYSE, NASDAQ, or American Stock Exchange), with their data for Jan 1 2016-Jan 1 2017, pulled from compustat (https://wrds-web.wharton.upenn.edu/wrds/ds/compm/funda/index.cfm?navId=84), can be found in E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem.  It's filtered to show only Georgia companies.  It's called &amp;quot;Firms on...&amp;quot;.  The list files also appear in E:\McNair\Projects\Publicly Traded Firms Data.&lt;br /&gt;
&lt;br /&gt;
*PublicFirms&lt;br /&gt;
**excel and txt file of public traded firms with records since Jan 2010 across the entire compustat database. The excel file is filtered to augusta companies&lt;br /&gt;
&lt;br /&gt;
* The files show (in order on the excel sheet)&lt;br /&gt;
**at (total assets)&lt;br /&gt;
**intan (intangible assets)&lt;br /&gt;
**intano (other intangibles)&lt;br /&gt;
**revt (total revenue in millions)&lt;br /&gt;
**xrd (research and development expense)&lt;br /&gt;
**exchg (stock exchange code)&lt;br /&gt;
**address1&lt;br /&gt;
**address2&lt;br /&gt;
**city&lt;br /&gt;
**zipcode&lt;br /&gt;
**location (country)&lt;br /&gt;
**naics (North American industry classification code)&lt;br /&gt;
**state&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Directions for pulling general data from https://wrds-web.wharton.upenn.edu/wrds//ds/compm/funda/index.cfm?queryID=807962 with filters for Fundamentals Annual:&lt;br /&gt;
**Best to do this in Internet explorer or Firefox so that once the file is completed, it can be downloaded directly (as opposed to Chrome)&lt;br /&gt;
*Step 1: Choose a date range&lt;br /&gt;
*Step 2: choose GVKEY.  &lt;br /&gt;
*Step 3: choose data items.  In the search bar below, search for information you want.  You can search either the abbreviation or the description itself.  Once you choose a piece of information (i.e., Stock Exchange Code), a window pops up above Step 3 indicating that you can filter by these pieces of information, in addition to having them in your output file.  To filter by Stock exchange, for example, click (in the Conditional Statements window) the drop down arrow, click &amp;quot;Stock Exchange Code&amp;quot;.  In the far right box, input the code that corresponds to each Stock Exchange (can only be found before Stock Exchange code is selected as a variable type in Step 3.  If it's selected, deselect it, find it in the search box, and click on the question mark).  To add more, click either &amp;quot;OR&amp;quot; or &amp;quot;AND&amp;quot; and add another code.  Select all desired variables and all desired filters on those variables.&lt;br /&gt;
*Step 4: &lt;br /&gt;
**Output format: select tab-delimited text.  &lt;br /&gt;
**Compression type: Select none &lt;br /&gt;
**Date format: choose either the first option or the last one.&lt;br /&gt;
&lt;br /&gt;
=Documentation=&lt;br /&gt;
'''E Drive Folder:'''&lt;br /&gt;
 &amp;quot;E:\McNair\Projects\Innovation Districts\Augusta Startup Ecosystem&amp;quot;&lt;br /&gt;
*Files located in above folder with data pull description:&lt;br /&gt;
**&amp;quot;Firms on NYSE NASDAQ AMEX yr 2016&amp;quot; (both Excel and Text file): Fundamentals Annual for Jan 1 2017-Jan 1 2017, for firms traded on any of the following stock exchanges: NYSE, NASDAQ, American Stock Exchange.  The variables pulled are listed in the above section&lt;br /&gt;
'''Z Drive Folder:'''&lt;br /&gt;
 &amp;quot;Z:\Innovation Districts&amp;quot;&lt;br /&gt;
*Code document: augusta.sql&lt;br /&gt;
*table notes: augustaSQL_notes.txt&lt;br /&gt;
'''Database:'''&lt;br /&gt;
 augusta&lt;br /&gt;
&lt;br /&gt;
=Tentative Schedule=&lt;br /&gt;
&lt;br /&gt;
Week of 9/25: Gather, compile, and synthesize data&lt;br /&gt;
&lt;br /&gt;
Week of 10/1: Make recommendations, create slides and review with Ed&lt;br /&gt;
&lt;br /&gt;
==Anticipated Paper Breakdown==&lt;br /&gt;
#Needs/Wants for an Startup Ecosystem&lt;br /&gt;
##Economic Factors&lt;br /&gt;
##Social Factors&lt;br /&gt;
##Environmental Factors&lt;br /&gt;
##Government aid&lt;br /&gt;
#Diagnosis of Augusta’s Current State&lt;br /&gt;
##How does it fulfill and not fulfill the requirements of an innovation district?&lt;br /&gt;
##What resources are available in Georgia as a whole that can be used in Augusta?&lt;br /&gt;
#Recommendations for how to achieve a Startup Ecosystem in Augusta&lt;br /&gt;
##What do we need in order to make a successful startup ecosystem in Augusta? (What is missing?)&lt;br /&gt;
##What would it look like?&lt;br /&gt;
##How do we make it happen?&lt;br /&gt;
###Specific suggestions&lt;br /&gt;
&lt;br /&gt;
=Zip Codes=&lt;br /&gt;
*30901&lt;br /&gt;
*30903&lt;br /&gt;
*30907&lt;br /&gt;
*30909&lt;br /&gt;
*30999&lt;br /&gt;
*30904&lt;br /&gt;
*30905&lt;br /&gt;
*30906&lt;br /&gt;
*30912&lt;br /&gt;
*30914&lt;br /&gt;
*30916&lt;br /&gt;
*30917&lt;br /&gt;
*30919&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=Georgia Accelerator Programs=&lt;br /&gt;
&lt;br /&gt;
##*From Accelerator Data in E:\McNair\Projects\Accelerators\Summer 2017\Veeral : ATDC, Atlanta Ventures, CyberLaunch, NeuroLaunch, Points of Light Accelerator.  &lt;br /&gt;
##*From http://www.acceleratorinfo.com/georgia.html: Startup Runway, ​TechStars Atlanta, Village Capital - HUB Grant Park, Georgia Tech - VentureLab (Tech Transfer).&lt;br /&gt;
&lt;br /&gt;
=Georgia VC Firms=&lt;br /&gt;
&lt;br /&gt;
=Resources Needed=&lt;br /&gt;
[[File: Startup Ecosystems.png]]&lt;br /&gt;
Elements of a Startup Ecosystem&lt;br /&gt;
''Technical Skills''&lt;br /&gt;
*'''Education rates of local population'''&lt;br /&gt;
*Research on University of Augusta&lt;br /&gt;
*How to attract human capital?&lt;br /&gt;
''Risk Tolerance''&lt;br /&gt;
*'''Local Economic Stability'''&lt;br /&gt;
*'''City's Risk Preparedness'''&lt;br /&gt;
''Availability of Capital''&lt;br /&gt;
*'''VC, Equity'''&lt;br /&gt;
''Visible Successes''&lt;br /&gt;
*What has already happened there? How can we market the city to best attract human capital and create a city brand?&lt;br /&gt;
''Collaborative Culture''&lt;br /&gt;
*'''Proximity between innovators'''&lt;br /&gt;
*'''Transportation availability'''&lt;br /&gt;
*'''Accessibility to travelers'''&lt;br /&gt;
''Regulatory Environment''&lt;br /&gt;
*Potential for tax credits, types of incentives local government can offer&lt;br /&gt;
''Experienced Mentors''&lt;br /&gt;
*Who is already there who can act as a mentor?&lt;br /&gt;
*Who can we attract there to act as a mentor?&lt;br /&gt;
**'''Patent and R&amp;amp;D data for the area'''&lt;br /&gt;
''Entrepreneurial Culture''&lt;br /&gt;
*What creates a strong entrepreneurial culture and how can we bring that to Augusta?&lt;br /&gt;
&lt;br /&gt;
=Educational Attainment=&lt;br /&gt;
&lt;br /&gt;
*For Richmond County, Georgia, which includes Augusta, the US Census Bureau projects that:	&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	&lt;br /&gt;
**Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	&lt;br /&gt;
&lt;br /&gt;
Compared to the rest of the US:&lt;br /&gt;
**High school graduate or higher, percent of persons age 25 years+, 2011-2015	83.3%	86.7%&lt;br /&gt;
*Bachelor's degree or higher, percent of persons age 25 years+, 2011-2015	20.4%	29.8%&lt;br /&gt;
&lt;br /&gt;
*source: https://www.census.gov/quickfacts/fact/table/richmondcountygeorgia,US/PST045216&lt;/div&gt;</summary>
		<author><name>BenBaldazo</name></author>
		
	</entry>
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