Consultants: Abraham Diaz & Katrina Velasco INTRODUCTION Willard Mitt Romney has been selected as a visiting scholar to the Haas School of Business at the University of California—Berkeley. He’ll be teaching a course on “The Ethics of Fundraising” (Business 206). At the behest of the Republican Party, Mitt will also be relocating to Oakland to garner support for the GOP in the heavily Democratic region. He has ordered a set of criteria for optimal locations for his new mansion… • Mitt says the three most important aspects of his life are the GOP, his faith, and his family. • Method 1: Suitability Analysis – Mitt Romney has asked us to place him: • Within 1½ mile of the Oakland Mormon Temple & well away from any bars or Planned Parenthood so that his surrounding environment matches with his views • Around like-minded people who are old & white so he could feel safe • Out of sight from too many lower-income folk • Away from major forms of transportation & violent crimes • Despite the fact that Mitt plans on drinking only bottled water, he would like to be as far away from toxic sites as possible • Close to hospitals & parks because of his wife’s multiple sclerosis – hospitals for checkups and emergencies & parks to help her relax • Close to charter schools in order to influence the youth & because he agreed to give graduation speeches at a few of the schools • on vacant lots because he wants to design and build his own mansion • Method 2: Network Analysis – Fastest Route to 3 Locations • Taking into consideration Mitt’s busy lifestyle with his new position at Haas, his worldly travel portfolio & his devotion to the Mormon Church, we deemed it necessary to take into account the accessibility of the following locations in relation to his potential mansion sites: • Haas School of Business • Oakland International Airport • LDS Temple in Oakland in relation to his potential housing sites • He prefers that these routes do not intersect low income areas, crime-driven areas, planned parenthood locations and bars • Overall Analysis • Finding the most suitable locations for his mansion based on his criteria for the Suitability Analysis. These most suitable areas will be narrowed to the best location with the route analyses from the Network Analysis. METHOD 1: Suitability Analysis Constraints Opportunities Add Mormon Temple point layer Create 7920 ft (1.5 miles) buffer Assign +5 Weight Export blocks w/ > 150 White People & < 50 black ppl & < 50 Hispanic ppl/Census Block Group using Census Block data Export Census Block data with blocks w/Age Groups “40-49” > 50 & “50-64” > 50 & “65_Up” > 50 ppl/block Create Select hospitals by Type = 10560 ft General Acute Care Hospital using Oakland (2 mile) Hospital data buffer Make 1320 Select Parks with “Label ft (.25 = open Space” & “Area” mile) with Oakland Park data buffer Add Crimes (Homicides & Shootings) Layer THEN CALCULATE Assign +3 weight Add Planned Parenthood Layer Assign +2 Weight Export Vacant Lots with “Land_Use = Vacant = Res” OR “Land_Use = Vacant_Rural” using Oakland Vacant Lots Data Export charter Make schools with 5280 ft “Categories = Charter” (1 mi) using Oakland Schools buffer data Add +2 Weight Add Weights Assign +2 Weight Assign +2 weight • Method 1: Oakland Suitability Analysis • Mormon Temple: Google Maps • Race, Age Bracket, Hospitals, Parks, Charter Schools, and Vacant Lots: C188 website • Bars and Planned Parenthood: Google Maps • Freeways, BART, and Low Income: c188 website • Violent Crimes: infoalamedacounty.org • Toxic Sites: US EPA • Method 2: Oakland/Berkeley Network Analysis • City of Berkeley and Oakland Street Network: C188 website Create 2640 ft (1/2 mile) buffer Assign-2 Weight Add Berkeley Bars Layer Create 1320 ft (1/4 mile) buffer Add -2 Weight Add Public Transportation (BART) Layer Assign +1 weight Add -3 Weight Create 1320 ft (1/4 mile) buffer Add Select attributes where Lower 50% or greater of Income families earn < $50,000 Areas per year export data Layer Create 1320 Add Major Transportation ft (1/4 mile) buffer (Freeways) Layer In this opportunities map, dark green areas illustrate areas with large positive weights (or positive criteria) that Mitt Romney would find desirable. Assign -4 Weight Add Toxic Sites Layer Create 1320 ft (1/4 mile) buffer This composite suitability map shows the opportunity and constraints sum. Add Weights Assign -2 Weight Add -1 Weight In this constraints map, dark red areas illustrate areas with large negative weights (or negative criteria) that Mitt Romney would find undesirable. Assign -1 Weight These 7 areas enclosed in teal have a suitability weight of 14. These are theoretically the most fit areas for a new Mitt Mansion. METHOD 2: Network Analysis 1) Create street network for Oakland & Berkeley Map showing the street network created for Oakland & Berkeley Map showing stop locations, polygon constraint barriers, & the 3 locations of interest 2) Prepare Network Analysis for the “New Route” Wizard Prepare Stop Locations Project all layers to NAD_1983_ California_Te ale_Albers Export suitable sites with a +14 weight (7 total) Use “Feature to Point” wizard to make suitable sites into points Reverse Geocode each point to find addresses Add these addresses to attributes Export each suitable site as a separate “Location #” point Add Oakland Mormon Temple, Oakland Airport and Haas School of Business locations Berkeley Polygon Barriers: Create a 292 foot buffer around areas with Violent Crime Occurrences (Assault, Rape, Murder) and assign a -4 weight, Create 1/16 mile (330 feet) buffer around extracted Berkeley bar locations from Google maps and assign a -2 weight 3) Run & Solve “New Route” for the 7 Suitable Locations using Network Analysis. New Routes #1, 2 & 3 must be done for all 7 locations (Total of 21 “New Route” Calculations) Create 2 Polygon Barriers Oakland Polygon Barriers: Using the constraints layer created in Method 1, use the field calculator to select and export weighted areas with crime < -4, planned parenthood < -3, and low income < -2 RESULTS DATA SOURCES Create 292 ft buffer around 100 most violent blocks Add Total Opportunity & Constraint Weights to Create a Composite Suitability Map New Route #1: Suitable Location to Mormon Temple New Route #2: Suitable Location to Oakland Int’l Airport • For “Stops”, add Location # & Oakland Mormon Temple point Set Layer Properties to: Impedance in minutes, start time as 8AM on Saturday, U-Turns allowed, output Shape Type is True Shape w/Measures, and distance in miles Solve • For “Stops”, add Location # & Oakland Airport point Set the Layer Properties to: Impedance – minutes, start time as 7AM on Monday, UTurns Allowed, Output Shape Type is True Shape w/Measures, & Distance in Miles Solve CONCLUSION From our suitability analysis, we found a total of 7 optimal sites for Romney’s mansion within a 1½-mile radius of the Oakland LDS Temple and his other criteria. To narrow down our recommendation, we chose to factor in the cumulative travel time for all three trips to Haas, the Mormon Temple, and the Oakland Int’l Airport using a network analysis using those three points to determine fastest routes while avoiding some of the more violent areas in both Oakland and Berkeley. The following is a table of the amount of time (in minutes) it would take to get to each particular location from a given possible site: Orthophoto of an approximate location of site #6 (701 Glendome Circle, Oakland) Based off our suitability and network analyses, we feel comfortable recommending 701 Glendome Circle to the former presidential candidate. It fulfills all the criteria given by Romney, except for being in close proximity to a charter school or a hospital. Although there is currently a house on this site, we are almost 100% positive Romney will be tearing down this house (and those within a ¼-mile of it) to make way for the new Mitt Mansion. Left: Routes from suitable locations to temple New Route #3: Suitable Location to Haas School of Business • : For “Stops”, add Location # & Haas point Set layer Properties to: Impedance in minutes, start time as 10AM on Wednesday, U-Turns Allowed, Output Shape Type is True Shape w/Measures, and Distance in Miles Solve Right: Routes from suitable locations to Haas Right: Routes from suitable locations to Oakland Airport This map illustrates the most suitable location for a Mitt Mansion and the routes to the 3 points of interest. ACKNOWLEDGEMENTS -Willard Mitt Romney-The Republican Party-Professor John Radke-Bay Mansions Inc.-
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