Before the Federal Communications Commission Washington, D.C. 20554 In the Matter of Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, as Amended by the Broadband Data Improvement Act A National Broadband Plan for Our Future ) ) ) ) ) ) ) ) ) ) ) GN Docket No. 09-137 GN Docket No. 09-51 SIXTH BROADBAND DEPLOYMENT REPORT Adopted: July 16, 2010 Released: July 20, 2010 By the Commission: Chairman Genachowski and Commissioners Copps and Clyburn issuing separate statements; Commissioners McDowell and Baker dissenting and issuing separate statements. TABLE OF CONTENTS Para. I. INTRODUCTION 1 II. BACKGROUND 8 III. STATUS OF BROADBAND DEPLOYMENT 9 A. Benchmarking Broadband 9 B. Evidence of Broadband Availability 16 1. Model 18 2. Subscribership Data 19 a. Unserved Areas 20 b. Subscription Rates Are Lower in Native Homeland Areas 25 3. Consumer Survey 26 4. International Report 27 IV. BROADBAND IS NOT BEING DEPLOYED TO ALL AMERICANS IN A REASONABLE AND TIMELY FASHION 28 V. IMMEDIATE ACTION TO ACCELERATE DEPLOYMENT 29 VI. ORDERING CLAUSES 30 APPENDIX A – Commenters APPENDIX B – Unserved Areas by State or U.S. Territory APPENDIX C – Unserved Areas by County or County Equivalent APPENDIX D – Commission’s Report on High-Speed Services for Internet Access: Status as of December 31, 2008 I. INTRODUCTION 1. This is the Commission’s Sixth Report issued under section 706 of the Telecommunications Act of 1996, as amended,1 which requires the Commission to determine annually whether broadband2 is being deployed to all Americans in a reasonable and timely fashion.3 Our analysis of broadband subscribership data and the broadband availability model constructed for the National Broadband Plan4 indicates that while a substantial majority of Americans have access to broadband connections capable of “originat[ing] and receiv[ing] high-quality voice, data, graphics, and video telecommunications,”5 roughly 80 million American adults do not subscribe to broadband at home,6 and approximately 14 to 24 million Americans remain without broadband access capable of meeting the requirements set forth in section 706. Notwithstanding tremendous efforts by industry and government, those Americans will not gain such access in the near future absent changes in policy.7 2. Accordingly, we conclude that broadband deployment to all Americans is not reasonable and timely. This conclusion departs from previous broadband deployment reports, which held that even though certain groups of Americans were not receiving timely access to broadband, broadband deployment “overall” was reasonable and timely.8 3. As a consequence of that conclusion, section 706 mandates that the Commission “take immediate action to accelerate deployment of [advanced telecommunications] capability by removing barriers to infrastructure investment and by promoting competition in the telecommunications market.”9 The Commission will fulfill that requirement in part by addressing the proposals for Commission action set forth in the National Broadband Plan.10 4. In determining whether broadband is being deployed to all Americans in a reasonable and timely fashion, this Sixth Report takes the overdue step of raising the minimum speed threshold for broadband from services in “excess of 200 kilobits per second (kbps) in both directions”—a standard adopted over a decade ago in the 1999 First Broadband Deployment Report.11 As anticipated in previous broadband deployment reports, “technologies, retail offerings, and demand among consumers”—or in other words, network capabilities, consumer applications and expectations—have evolved in ways that demand increasing amounts of bandwidth and require us to “[raise] the minimum speed for broadband from 200 kbps to, for example, a certain number of megabits per second (Mbps).”12 To put 200 kbps in context, in 1999, voice-over-broadband or interconnected voice over Internet protocol (VoIP) was just beginning to emerge as a consumer application, and web pages were almost entirely text-based, with little embedded graphics or video, making 200 kbps an arguably sufficient benchmark for broadband capability at the time. Today, interconnected VoIP is subscribed to by over 21 million Americans,13 most web sites feature rich graphics and many embed video, and numerous web sites now exist primarily for the purpose of serving video content to broadband users.14 As a result, and as predicted by previous broadband deployment reports, services at 200 kbps are not now capable of “originat[ing] and receiv[ing] high-quality voice, data, graphics, and video telecommunications,” as those capabilities are delivered by today’s technology and experienced and expected by today’s broadband users.15 As a result, we find that the 200 kbps threshold is no longer the appropriate benchmark for measuring broadband deployment for the purpose of this broadband deployment report. 5. As an alternative benchmark for this year’s report, and given that this year’s inquiry was conducted in conjunction with the National Broadband Plan proceeding, we find it appropriate and reasonable to adopt instead the minimum speed threshold of the national broadband availability target proposed in the National Broadband Plan. The National Broadband Plan recommends as a national broadband availability target that every household in America have access to affordable broadband service offering actual download (i.e., to the customer) speeds of at least 4 Mbps and actual upload (i.e., from the customer) speeds of at least 1 Mbps.16 This target was derived from analysis of user behavior, demands this usage places on the network, and recent experience in network evolution.17 It is the minimum speed required to stream a high-quality —even if not high-definition—video while leaving sufficient bandwidth for basic web browsing and e-mail, a common mode of broadband usage today that comports directly with section 706’s definition of advanced telecommunications capability.18 As the target for the broadband capability that the National Broadband Plan recommends should be available to all Americans, this speed threshold provides an appropriate benchmark for measuring whether broadband deployment to all Americans is proceeding in a reasonable and timely fashion. It is by this benchmark that we find that broadband remains unavailable to approximately 14 to 24 million Americans.19 6. We recognize that ensuring universal broadband is the great infrastructure challenge of our time and deploying broadband nationwide—particularly in the United States—is a massive undertaking.20 Therefore, we emphasize that our conclusion in no way diminishes the achievements industry has made deploying better and faster forms of broadband to most Americans, nor the Commission’s past efforts to foster broadband deployment.21 The fact remains, however, that to ensure the realization of section 706’s goal that all Americans may benefit from the full range of services described in the statute, much more remains to be done to foster broadband deployment.22 7. As a consequence of our conclusion that broadband is not being deployed to all Americans in a reasonable and timely fashion, section 706 mandates that the Commission “take immediate action to accelerate deployment of [advanced telecommunications] capability by removing barriers to infrastructure investment and by promoting competition in the telecommunications market.”23 The National Broadband Plan outlines a number of ways the Commission and others may accelerate broadband deployment.24 In compliance with section 706, we will consider the proposals for Commission action set forth in the National Broadband Plan for ways to remove barriers to infrastructure investment and promote competition in telecommunications markets. The Commission issued a proposed agenda for considering key recommendations of the National Broadband Plan.25 The Commission explained the purpose and timing of more than sixty rulemakings and other notice-and-comment proceedings that when completed “will accelerate deployment and adoption of robust, affordable broadband for all Americans.”26 Through proceedings already underway and those that are still to be announced, we will work to ensure that “every American has a meaningful opportunity to benefit from the broadband communications era” as envisioned by section 706.27 II. BACKGROUND 8. Section 706 requires the Commission to annually “initiate a notice of inquiry concerning the availability of advanced telecommunications capability to all Americans (including, in particular, elementary and secondary schools and classrooms).”28 In conducting this inquiry, the Commission must “determine whether advanced telecommunications capability is being deployed to all Americans in a reasonable and timely fashion.”29 Section 706 also requires the Commission to provide “demographic information for unserved areas”30 and include an international comparison in its annual broadband deployment report.31 The Commission must also conduct a consumer survey to evaluate “the national characteristics of the use of broadband” and make the results of the survey public at least once per year.32 If the Commission finds that broadband is not being deployed to all Americans in a reasonable and timely fashion, then the Commission “shall take immediate action to accelerate deployment of such capability by removing barriers to infrastructure investment and by promoting competition in the telecommunications market.”33 The Sixth Broadband Deployment NOI contains a more detailed discussion of background information relevant to the present inquiry.34 III. STATUS OF BROADBAND DEPLOYMENT A. Benchmarking Broadband 9. Section 706 defines “advanced telecommunications capability” as “high-speed, switched, broadband telecommunications capability that enables users to originate and receive high-quality voice, data, graphics, and video telecommunications using any technology.”35 Over a decade ago in the 1999 First Broadband Deployment Report, the Commission determined that “advanced telecommunications capability” and “advanced services”—and, in effect, “broadband”—are services and facilities with an upstream (customer-to-provider) and downstream (provider-to-customer) transmission speed of more than 200 kbps.36 At that time, the Commission rightly predicted “that as technologies evolve, the concept of broadband will evolve with it: we may consider today’s ‘broadband’ to be narrowband when tomorrow’s technologies are deployed and consumer demand for higher bandwidth appears on a large scale.”37 Nevertheless, all of the Commission’s subsequent broadband deployment reports have been based on the broadband speed threshold the Commission adopted in the 1999 First Broadband Deployment Report. 10. After considering the evidence in the record,38 we conclude that the Commission’s broadband speed threshold has not kept pace with the evolution of technology and consumer expectations. Although we continue to treat advanced telecommunications capability and broadband as synonymous terms in this report,39 we find that 200 kbps simply is not enough bandwidth to enable a user, using current technology, “to originate and receive high-quality voice, data, graphics, and video telecommunications,” as section 706 requires of such services.40 Today, Americans increasingly are using their broadband connections to access high-quality video, and we anticipate that this demand will only continue to grow in the future.41 For example, many Americans now communicate with their families and friends through desktop videoconference calls.42 Many users also now post their own videos and view others’ on such sites as YouTube and Hulu.43 Instead of reading articles online, Americans often watch videos of today’s top stories.44 The growth and demand for high-quality videos by Americans is substantial, and this demand is expected to grow at over 40 percent and 120 percent per year, respectively, through 2013.45 11. Thus, for purposes of this report,46 we update the Commission’s broadband speed threshold. Specifically, we benchmark broadband as a transmission service that actually enables an end user to download content from the Internet at 4 Mbps and to upload such content at 1 Mbps over the broadband provider’s network.47 Of the many possible service characteristics that could be used for this purpose, we find this benchmark appropriate for several reasons.48 First, as discussed above, section 706 requires that broadband services enable users “to originate and receive high-quality voice, data, graphics, and video telecommunications.”49 Our examination of overall Internet traffic patterns reveals that consumers increasingly are using their broadband connections to view high-quality video, and want to be able to do so while still using basic functions such as email and web browsing.50 Indeed, we expect that it is not uncommon for more than one person to make use of a single Internet connection simultaneously, particularly in multi-member households that subscribe to a single Internet access service. The evidence shows that streaming standard definition video in near real-time consumes anywhere from 1-5 Mbps, depending on a variety of factors.51 The availability of broadband connections that actually enable an end user to download content from the Internet at 4 Mbps and to upload such content at 1 Mbps over the broadband provider’s network is therefore a reasonable estimate of the availability of “advanced telecommunications services” as defined by the statute. 12. We also believe the benchmark is a reasonable point at which to measure broadband availability because it has been updated to reflect current demand patterns. The record shows that approximately half of all broadband consumers today purchase service that is advertised to deliver download speeds of “up to” 7 Mbps (though evidence suggests that the actual speeds of these connections may be roughly half of advertised speeds).52 In addition, current trends indicate that consumers are likely to continue purchasing increasingly fast broadband connections in the future. In particular, the record shows that “the average advertised speed purchased by broadband users has grown approximately 20% each year for the last decade.”53 In contrast, when the Commission initially adopted a broadband speed threshold for purposes of complying with section 706, it estimated that only 0.4 percent of residential customers subscribed to a level of service meeting the adopted speed threshold.54 13. Naturally, any benchmark the Commission might adopt to measure broadband availability could be criticized as being too low in some contexts and too high in others.55 Our present goal in selecting a benchmark to measure broadband availability is one shared with prior Commissions: to “giv[e] us a relatively static point at which to gauge the progress and growth in the advanced services market from one Report to the next.”56 The broadband benchmark takes estimated future demand into account, in part to minimize the risk of the Commission being forced to update its broadband benchmarks on an overly frequent basis.57 We find that the speed threshold we adopt today satisfies the historic purpose of this report by establishing a practical goal: one that is neither so lofty as to be merely aspirational, nor so minimal that consumers are consigned to rudimentary Internet access that does not support the high-quality services (including video) referenced in the statute.58 In any event, even if the Commission were to use a significantly slower speed threshold to measure broadband, we would still find that a significant number of Americans are unserved by broadband. For example, the evidence shows that 12 million Americans today lack access to terrestrial broadband services capable of delivering actual download speeds in excess of 768 kbps.59 14. Finally, the benchmark we have selected mirrors the speed threshold the National Broadband Plan recommends as an initial national broadband availability target.60 The analysis that underlies the selection of the national broadband availability target is equally applicable to our obligation to select an appropriate benchmark for determining whether broadband is being deployed in a reasonable and timely fashion. In both cases, the selection of a speed threshold focused on end user demand for high-quality voice, data, graphics and video capabilities, not just as those services are used or experienced by current subscribers, but as we expect them to evolve in the next several years.61 Furthermore, the benchmark we have selected will allow the Commission to more easily measure progress towards accomplishment of the goals set forth in the National Broadband Plan, which recommends that the Commission publish an evaluation of plan progress and effectiveness as part of the annual broadband inquiry.62 Maintaining consistency with the National Broadband Plan will avoid the confusion that likely would result from the introduction of an additional speed threshold into the nationwide discussion of the National Broadband Plan. 15. The Commission’s broadband speed threshold benchmarks are not static, and we expect that in the future consumers will demand other service features, perhaps including higher upload and download speeds, service that meets specific functional criteria such as particular latency or jitter thresholds, a symmetrical broadband connection, or the ability to stream high-definition video. We recognize that “as technologies evolve, the concept of broadband will evolve with it.”63 Thus, we will continue to monitor available technology and consumer expectations and modify our broadband benchmarks accordingly.64 For the reasons described above, however, we find it appropriate for the purposes of this report to benchmark broadband as a transmission service that actually enables an end user to download content from the Internet at 4 Mbps and to upload such content at 1 Mbps over the broadband provider’s network. B. Evidence of Broadband Availability 16. This year’s broadband deployment report is based on more comprehensive broadband data than any of the Commission’s prior reports. Our specific estimates of broadband availability are based primarily on two sources of data: the Model that Commission staff created in conjunction with the development of the National Broadband Plan and, consistent with previous broadband deployment reports, the broadband subscribership data the Commission collects on FCC Form 477.65 For the first time, we also used Census Bureau data to help us understand how broadband availability varies by particular demographics, such as income level and population density.66 To gain further insight into the “national characteristics of the use of broadband service capability,” the Commission conducted a consumer survey.67 Finally, we have conducted an international comparison of the extent of broadband service capability, which will be released shortly.68 17. Comprehensive broadband data are essential to determining whether broadband is being deployed to all Americans in a reasonable and timely fashion. Congress, the Commission, and other federal agencies all have taken steps to improve broadband data collection efforts.69 Because these efforts are on-going, the full range of new broadband data are not yet available. For example, February 2011 is the deadline for the NTIA to post on its web site “a comprehensive nationwide inventory map of existing broadband service capability and availability.”70 In addition, the National Broadband Plan recommends that the Commission collect and analyze detailed market-by-market information on broadband pricing and competition.71 We therefore expect that future broadband deployment reports will benefit from the continued progress being made to better understand broadband availability, which in turn should help the nation reach its goal of universal broadband deployment.72 1. Model 18. As part of the development of the National Broadband Plan, Commission staff developed a nationwide model for broadband availability for both wired and wireless technologies.73 The output of that model shows that approximately 14 million Americans, living in 7 million housing units, cannot get residential broadband service that meets the benchmark adopted in this report.74 2. Subscribership Data 19. Consistent with previous broadband deployment reports, we also estimate broadband availability by analyzing the residential broadband subscribership data the Commission collects on Form 477.75 Every six months, the Commission collects on Form 477 basic service information from broadband providers. Form 477 requires a provider to report, by Census Tract, the total number of subscribers, the proportion of these subscribers that are residential subscribers, and the number of subscribers broken down by speed tier (i.e., the bandwidth of the Internet access connection provided to that customer) and technology.76 Our analysis of the Commission’s subscribership data confirms the overall levels of broadband availability indicated by the Model.77 a. Unserved Areas 20. Before presenting our estimates, we highlight several key features of our analysis. First, although the Commission’s subscribership data are collected by Census Tract, we have aggregated providers’ residential subscribership totals for the whole county (or county equivalent) due to questions about the accuracy of the most recent data collected at the Census Tract level on Form 477.78 We emphasize this decision is driven by the data and does not represent a Commission conclusion that counties necessarily always are the best way to determine the “geographical areas that are not served” by broadband under section 706.79 Second, because the speed tiers used to collect broadband information on Form 477 do not match exactly the broadband benchmark adopted for purposes of this report, we must select a reasonable proxy to conduct our analysis. Of the 72 combinations of upload and download advertised transmission speeds for which the Commission collects data, the tiers closest to the benchmark adopted in this report are those beginning at 3 Mbps or 6 Mbps download speed and 768 kbps or 1.5 Mbps upload speed.80 Because both OBI analysis and Form 477 data indicate that higher speeds are available to more subscribers than elect to purchase them,81 and because the Form 477 data reflects subscriber purchasing choices rather than availability,82 we take a conservative approach and select 3 Mbps download speed and 768 kbps upload speed as the cutoffs for the subscriber choice likely to indicate that service offering actual speeds of 4 Mbps download and 1 Mbps upload is available to the subscriber.83 21. Third, we have applied a “de minimis threshold,” under which we find broadband to be available in a county only if at least 1 percent of the households in that county subscribe to broadband.84 We do not believe it is appropriate to assume that broadband is available to everyone in a county merely because a single person in that county subscribes to broadband.85 At the same time, we recognize that not everyone for whom broadband is available elects to purchase it. For example, many consumers today obtain Internet access via transmission services slower than the 4 Mbps upload and 1 Mbps download speed threshold adopted in this report, even if a transmission service meeting this threshold is available.86 Given current subscription rates for Internet access transmission services of various speeds, we find applying a 1 percent de minimis threshold in our availability analysis appropriately balances these concerns.87 In particular, a 1 percent threshold will treat every county that literally is “not served by any provider” of broadband as unserved, as well as those counties in which only a small fraction of the households subscribe to broadband service.88 At the same time, because the 1 percent threshold is low, we minimize the risk that we classify an area as unserved when broadband service in fact is available to a majority of households, even if household adoption rates in that area happen to be relatively low. (i) 1,024 Counties are Unserved Areas 22. Based on the analysis described above, we estimate that 1,024 out of 3,230 counties in the United States and its territories are unserved by broadband.89 These unserved areas are home to 24 million Americans living in 8.9 million households.90 As set forth in more detail in Appendix B, the 1,024 unserved areas have, on average: (1) a population of 23,479; (2) a population density of 138.3 people per square mile; and (3) a per capita income of $14,565 measured in 1999 dollars.91 In contrast, a typical U.S. census area has, on average: (1) a population of 95,481; (2) a population density of 283.5 people per square mile; and (3) a per capita income of $17,232 measured in 1999 dollars.92 (ii) Unserved Areas Appear to Have Lower Income Levels 23. The unserved areas appear to have lower income levels than the U.S. as a whole.93 To measure economic well-being, we examined Median Household Income and the percent of the population living in poverty.94 We find that, when measured in 1999 dollars, on average, the 1,024 unserved areas have a Median Household Income of $28,626 compared to $34,809 for the U.S. as a whole. We find that, when measured in 2008 dollars, for 934 of the 1,024 unserved areas for which we have this information,95 the unserved areas have a Median Household Income, on average, of $37,785 compared to $44,172 for the U.S. overall.96 Moreover, based on the percent of the population estimated by the Census Bureau to live in poverty in 2008, we find, on average, 18.4 percent of the population live in poverty in the 934 unserved areas for which we have data, compared to 15.2 percent of the population for the U.S. overall.97 (iii) Unserved Areas Appear to Be More Rural 24. The unserved areas also appear to be more rural than the U.S. as a whole.98 To determine whether the unserved areas we identified were in urban or rural areas, we examined both household density and housing units categorized as rural by the Census Bureau.99 On average, these 1,024 unserved areas have a household density of 46.8 households per square mile and have 73 percent of the housing units categorized as rural by the Census Bureau. In contrast, for the U.S as a whole, the typical county has a household density of 108.2 households per square mile and has 59 percent of housing units categorized as rural by the Census Bureau.100 b. Subscription Rates Are Lower in Native Homeland Areas101 25. The Commission has in past broadband deployment reports examined broadband availability for various demographic groups, such as minorities, persons with disabilities, and Americans living in Tribal areas.102 In particular, the Commission has recognized that certain categories of these Americans are particularly vulnerable to not having access to broadband.103 In 2008, the Commission required Form 477 filers to report broadband connections by Census Tract permitting the Commission to conduct a demographic analysis of subscription patterns.104 This change enables us to examine the subscription rates in Native Homeland areas for the first time.105 We find that counties where at least half the population lives in a Native Homeland area or where at least half the land mass is a Native Homeland area also tend to have lower broadband subscription rates than the U.S. as a whole. We find that only 12.5 percent of all households on Native Homeland areas subscribe to a broadband service faster than dialup compared to 56 percent of all households nationwide.106 3. Consumer Survey 26. In October and November 2009, the Commission conducted its first periodic survey of end-users of the Internet “[f]or the purpose of evaluating, on a statistically significant basis, the national characteristics of the use of broadband service capability.”107 On February 23, 2010, in compliance with our new annual obligation, we released the results of our first survey, which was “an effort to understand the state of broadband adoption and use, as well as barriers facing those who do not have broadband at home.”108 The survey is novel in that it focused on the non-adoption of broadband at home so that its results will help provide insight into factors associated with Americans who do not subscribe to an Internet access service, even if one is available.109 With respect to non-adopters, the consumer survey found that 35 percent or 80 million American adults do not use broadband at home and these Americans fall into three categories, each with distinct demographic characteristics: (1) 22 percent of all American adults do not use the Internet at all; (2) 6 percent of all American adults use the Internet but do not have access at home, and (3) 6 percent of all American adults use dial-up Internet connections to go online from home.110 The Commission will periodically conduct other consumer surveys, some of which may focus on other aspects of the “national characteristics of the use of broadband service capability.”111 4. International Report 27. Section 1303 requires the Commission to include an international comparison in its annual broadband deployment report.112 Specifically, section 1303 requires the Commission to “include information comparing the extent of broadband service capability (including data transmission speeds and price for broadband service capability) in a total of 75 communities in at least 25 countries abroad for each of the data rate benchmarks for broadband service utilized by the Commission to reflect different speed tiers.”113 We are incorporating by reference a report from our International Bureau that will be released shortly.114 This inaugural International Broadband Data Report will present data and information on international broadband service capability, which is based on information submitted to the Commission and data gathered by Commission staff. The forthcoming International Broadband Data Report also will provide information on, for example, actual prices advertised to consumers for broadband services, community-level data, and information about the broadband market and broadband regulations in various countries around the world.115 IV. BROADBAND IS NOT BEING DEPLOYED TO ALL AMERICANS IN A REASONABLE AND TIMELY FASHION 28. Based on our analysis, we conclude that broadband is not being deployed to all Americans in a reasonable and timely fashion.116 Our analysis shows that roughly 80 million American adults do not subscribe to broadband at home,117 and approximately 14 to 24 million Americans do not have access to broadband today.118 The latter group appears to be disproportionately lower-income Americans and Americans who live in rural areas. The goal of the statute, and the standard against which we measure our progress, is universal broadband availability.119 We have not achieved this goal today, nor does it appear that we will achieve success without changes to present policies. The evidence further indicates that market forces alone are unlikely to ensure that the unserved minority of Americans will be able to obtain the benefits of broadband anytime in the near future.120 Therefore, if we remain on our current course, a large number of Americans likely will remain excluded from the significant benefits of broadband that most other Americans can access today. Given the ever-growing importance of broadband to our society,121 we are unable to conclude that broadband is being reasonably and timely deployed to all Americans in this situation.122 V. IMMEDIATE ACTION TO ACCELERATE DEPLOYMENT 29. If the Commission finds that broadband is not being deployed in a reasonable and timely manner, it must “take immediate action to accelerate deployment of such capability by removing barriers to infrastructure investment and by promoting competition in the telecommunications market.”123 We have already begun. The National Broadband Plan, which also seeks to ensure that all people of the United States have access to broadband, proposes a number of ways to accelerate broadband deployment by removing barriers to infrastructure investment and by promoting competition.124 Several proceedings currently before the Commission provide a means to address some of these recommendations.125 Through these proceedings, and others still to be commenced, we will work to ensure that broadband is being deployed to all Americans in a reasonable and timely fashion. VI. ORDERING CLAUSES 30. Accordingly, IT IS ORDERED that, pursuant to section 706 of the Telecommunications Act of 1996, as amended by the Broadband Data Improvement Act, 47 U.S.C. § 1301 et seq., this Report IS ADOPTED. FEDERAL COMMUNICATIONS COMMISSION Marlene H. Dortch Secretary APPENDIX A Comments in GN Docket No. 09-137 Commenter Abbreviation ADTRAN, Inc. ADTRAN AT&T Inc. AT&T Broadband Opportunity Coalition et al. Broadband Opportunity Coalition Comcast Corporation Comcast Covad Communications Company Covad CTIA - The Wireless Association CTIA District of Columbia Public Service Commission DCPSC Free Press Free Press National Association of State Utility Consumer Advocates NASUCA National Cable & Telecommunications Association NCTA National Telecommunications Cooperative Association NTCA New Jersey Division of Rate Counsel NJ Rate Counsel One Economy One Economy OPASTCO OPASTCO PCIA and The DAS Forum PCIA Pennsylvania Public Utility Commission PPUC Qwest Corporation Qwest Schools, Health and Libraries Broadband Coalition SHLB Section 706 Joint Conference Committee Joint Conference Sprint Nextel Sprint SUNESYS, LLC SUNESYS TCA Inc. TCA Time Warner Cable Inc. Time Warner Cable United States Telecom Association USTA Verizon and Verizon Wireless Verizon Wayne Longman Wayne Longman Western Telecommunications Alliance Western Telecommunications Alliance Wireless Internet Service Providers Association WISPA YourTel America Inc. YourTel Replies in GN Docket No. 09-137 Replies Abbreviation AT&T Inc. AT&T California Public Utilities Commission CPUC Free Press Free Press Georgia Power Company Georgia Power Company GVNW Consulting, Inc. GVNW National Association of State Utility Consumer Advocates NASUCA National Cable & Telecommunications Association NCTA Verizon and Verizon Wireless Verizon APPENDIX B Unserved Areas By State or U.S. Territory Areas1 Population (1000s)2 Households (1000s)3 Average Population Average Households Average Per Capita Income (1999)4 Average Median Household Income (1999)4 Average Median Household Income (2008)4 Average % Living in Poverty (2008)5 Average HouseholdDensity6 Average PopulationDensity6 Average % Rural Housing7 All Areas 3,230 308,404.1 115,221.7 95,481 35,672 $17,232 $34,809 $44,172 15.2 108.20 283.47 59.1 Unserved Areas 1,024 24,042.0 8,895.8 23,479 8,687 $14,565 $28,627 $37,785 18.4 46.79 138.30 72.6 Puerto Rico 78 3,954.0 1,307.8 50,693 16,766 $6,943 $13,189 NA NA 432.56 1,315.85 11.5 North Carolina 19 3,450.8 1,338.3 181,623 70,438 $18,784 $37,345 $42,974 17.0 129.51 332.45 53.0 Texas 142 2,527.4 910.7 17,799 6,413 $15,348 $30,163 $38,896 18.1 8.42 23.07 66.1 South Carolina 23 1,751.4 657.9 76,148 28,602 $16,135 $32,840 $38,891 19.7 44.16 117.72 62.4 Mississippi 59 1,522.4 562.9 25,803 9,540 $13,636 $26,699 $32,551 24.4 16.95 45.64 75.0 Arkansas 61 1,454.5 569.1 23,844 9,329 $14,882 $27,888 $33,545 20.8 13.23 33.72 69.5 Oklahoma 58 1,424.8 548.0 24,566 9,448 $15,294 $29,099 $38,532 17.6 12.11 31.35 67.0 Kentucky 59 1,239.2 487.0 21,004 8,254 $14,028 $26,125 $32,425 23.9 22.71 57.76 81.5 Missouri 54 997.2 389.7 18,467 7,217 $14,879 $29,374 $36,216 18.1 12.60 32.29 78.3 Georgia 54 770.2 288.6 14,263 5,344 $15,193 $29,701 $35,625 21.6 16.05 42.58 86.7 Louisiana 29 751.5 273.9 25,913 9,445 $13,371 $26,219 $34,437 22.9 12.59 34.78 70.7 Alabama 23 562.9 219.4 24,472 9,539 $14,019 $26,586 $32,912 22.2 13.86 35.48 89.4 California 8 368.2 125.8 46,031 15,729 $18,049 $32,883 $40,602 16.7 4.94 14.10 70.7 Tennessee 18 317.6 123.1 17,645 6,841 $14,731 $27,819 $32,816 21.9 17.31 44.67 84.3 Kansas 38 280.3 112.8 7,377 2,969 $16,892 $32,281 $40,732 11.8 3.93 9.79 83.3 Montana 30 198.7 79.9 6,624 2,663 $14,982 $28,287 $36,721 15.4 1.09 2.70 91.9 South Dakota 44 192.2 69.9 4,369 1,589 $14,016 $28,230 $37,530 18.2 1.72 4.61 95.9 Alaska 22 179.9 59.5 8,176 2,702 $19,167 $45,251 $53,837 14.1 0.28 0.80 82.3 Michigan 8 145.3 58.6 18,158 7,323 $16,433 $31,109 $36,540 16.9 9.73 24.04 84.3 Minnesota 9 145.1 56.0 16,120 6,219 $16,468 $34,147 $42,576 12.7 5.89 15.31 85.3 New Mexico 10 136.4 51.0 13,637 5,104 $13,844 $26,102 $32,446 19.5 1.18 3.15 72.7 Utah 13 131.9 43.9 10,146 3,379 $14,248 $33,697 $45,477 13.1 1.13 3.29 79.2 Wisconsin 8 131.5 51.4 16,438 6,430 $16,492 $35,111 $44,244 13.0 10.32 26.65 94.0 North Dakota 27 128.2 50.2 4,749 1,861 $15,417 $30,125 $42,435 13.9 1.55 3.98 94.0 U.S. Virgin Islands 3 108.6 40.6 36,204 13,549 $14,647 $26,925 NA NA 315.37 831.58 17.2 Nebraska 33 108.5 43.4 3,289 1,316 $15,094 $29,650 $37,598 13.5 2.04 5.14 96.3 Illinois 6 107.5 41.6 17,916 6,934 $17,767 $36,164 $43,527 15.1 14.77 38.30 60.7 Wyoming 5 106.4 42.4 21,277 8,486 $17,760 $35,259 $54,543 8.3 1.92 4.84 74.4 Colorado 19 100.5 38.1 5,289 2,007 $16,830 $31,610 $39,726 17.7 2.17 5.55 88.4 Nevada 10 98.9 38.2 9,894 3,822 $18,492 $39,158 $50,779 12.7 1.07 2.61 71.1 Arizona 2 90.3 28.7 45,147 14,354 $11,951 $24,592 $32,351 29.7 1.85 5.36 72.3 Idaho 11 75.4 27.2 6,853 2,471 $15,014 $32,460 $42,417 13.3 2.04 5.79 88.8 Northern Mariana Islands 3 69.2 14.1 23,072 4,685 $9,897 $24,935 NA NA 107.54 528.26 41.4 Florida 5 61.1 20.1 12,225 4,017 $13,448 $28,406 $36,216 22.8 8.31 25.08 90.5 American Samoa 4 57.3 9.3 14,323 2,337 $4,203 $17,295 NA NA 88.50 538.92 54.8 West Virginia 6 54.6 21.9 9,104 3,648 $13,680 $26,013 $31,772 20.4 11.38 28.75 92.7 Virginia 7 52.8 20.6 7,544 2,947 $17,920 $35,024 $43,930 12.3 59.84 150.15 85.7 Ohio 2 45.1 17.7 22,567 8,839 $15,140 $30,329 $39,543 17.7 19.03 48.58 86.3 Iowa 4 44.4 17.8 11,106 4,458 $16,761 $33,083 $43,595 12.3 7.25 18.02 87.8 Indiana 2 37.3 13.8 18,632 6,921 $17,493 $39,088 $47,844 13.0 16.53 44.50 90.2 Oregon 5 33.4 13.1 6,675 2,618 $16,378 $32,093 $39,205 15.6 0.82 2.16 83.0 Washington 2 28.8 11.6 14,387 5,778 $16,384 $31,956 $38,112 18.7 7.50 18.53 53.4 Hawaii 1 0.1 0.1 117 105 $13,756 $9,333 NA NA 7.96 8.86 100.0 Technical Notes: 1) We examine a total of 3,230 counties or county equivalent areas, including 3,141 counties in the States and District of Columbia, 78 Municipal areas in Puerto Rico and 11 Municipal areas in American Samoa, Guam, Northern Mariana Islands and the U.S. Virgin Islands. We exclude two county equivalent areas in the Northern Mariana Islands (Rose Island Municipality and Northern Mariana Islands Municipality) due to data irregularities. As we work to improve our data, we anticipate that we will have a more precise identification of unserved areas. See supra Part III.B.2.a. & note 69. 2) We base our analysis on the most recent Census Bureau data available. We rely on Census Bureau 2008 population estimates for 3,140 counties in the 50 States and the District of Columbia, and 78 Municipalities in Puerto Rico. We rely on Census Bureau 2000 population estimates for a single county in Alaska and the 11 Municipal areas in American Samoa, Guam, Northern Mariana Islands and the U.S. Virginia Islands. See CENSUS BUREAU, POPULATION ESTIMATES DATA SETS, http://www.census.gov/popest/datasets.html (last visited Mar. 24, 2010). 3) We estimate households for 2008 by assuming that the relationship between household size and population size in each area has not changed between 2000 and 2008. Specifically, Households2008 = Population2008 /Household Size 2000, where Household Size2000= Population2000/Households2000. For the 12 counties in which we do not have 2008 population estimates, we use Households based upon the 2000 Census. See, e.g., CENSUS BUREAU, CENSUS 2000 SUMMARY FILE 1 (SF 1) 100-PERCENT DATA, http://factfinder.census.gov/servlet/DownloadDatasetServlet?_lang=en (last visited Mar. 24, 2010) (2000 Census Data). 4) We report two Income measures, Per Capita Income and Median Household Income. Per Capita Income and Median Household Income in 1999 dollars are reported for all county or county equivalent areas in the Census 2000 Summary File 3. See, e.g., CENSUS BUREAU, CENSUS 2000 SUMMARY FILE 3, http://www.census.gov/Press-Release/www/2002/sumfile3.html (last visited Mar. 24, 2010). Median Household Income in 2008 dollars is available for 3,139 county or county equivalent areas. We do not have Median Household Income in 2008 for one county in Alaska and Hawaii, and all of the U.S. territories. See CENSUS BUREAU, SMALL AREA INCOME AND POVERTY ESTIMATES: STATE AND COUNTY ESTIMATES FOR 2008, http://www.census.gov/did/www/saipe/data/statecounty/data/2008.html (last visited Mar. 24, 2010). 5) Proportion of Population Living in Poverty in 2008 is reported by the Census Bureau for 3,139 of the 3,230 county or county equivalent areas. Id. 6) Household density is defined as the ratio of households to the total land area in the county. Population Density is defined as the ratio of population to the total land area in the area. These estimates are based upon the most recent Census Bureau data available. See supra Technical Notes 2 and 3. 7) Rural Housing Proportion is defined as the number of housing units categorized as rural by the Census Bureau divided by the total number of housing units in the county. See 2000 Census Data; supra Technical Note 3. APPENDIX C Unserved Areas By County or County Equivalent County or County Equivalent Areas1 Population2 Households3 Average Per Capita Income (1999)4 Median Household Income (1999)4 Median Household Income (2008)4 Percent Living in Poverty (2008)5 Household Density6 Population Density6 Percent Rural Housing7 Alaska Aleutians East Borough 2,810 546 $18,421 $47,875 $52,786 15.3 0.40 7.81 100.00 Aleutians West Census Area 4,529 1,056 $24,037 $61,406 $62,849 9 1.03 24.01 72.56 Bethel Census Area 17,236 4,546 $12,603 $35,701 $41,755 21.5 0.42 11.19 68.75 Bristol Bay Borough 953 373 $22,210 $52,167 $67,214 7.8 1.89 73.82 100.00 Denali Borough 1,848 769 $26,251 $53,654 $70,720 5.4 0.14 6.03 100.00 Dillingham Census Area 4,933 1,514 $16,021 $43,079 $50,827 19.6 0.26 8.11 100.00 Haines Borough 2,271 935 $22,090 $40,772 $48,299 10.4 0.97 39.90 100.00 Kenai Peninsula Borough 53,409 19,790 $20,949 $46,397 $54,206 10.3 3.34 123.58 86.34 Kodiak Island Borough 13,049 4,156 $22,195 $54,636 $61,525 8 1.99 63.35 27.93 Lake and Peninsula Borough 1,488 479 $15,361 $36,442 $43,687 17.2 0.06 2.01 100.00 Nome Census Area 9,261 2,705 $15,476 $41,250 $46,892 20.9 0.40 11.76 69.11 North Slope Borough 6,615 1,895 $20,540 $63,173 $72,499 11.4 0.07 2.13 40.50 Northwest Arctic Borough 7,502 1,851 $15,286 $45,976 $57,721 16.5 0.21 5.15 60.75 Prince of Wales-Outer Ketchikan Census Area 5,533 2,044 $18,395 $40,636 $44,491 15.2 0.75 27.58 100.00 Sitka City and Borough 8,889 3,301 $23,622 $51,901 $61,436 7.8 3.09 114.86 20.22 Skagway-Hoonah-Angoon Census Area 3,436 1,369 $19,974 $40,879 NA NA 0.44 17.34 100.00 Southeast Fairbanks Census Area 6,753 2,265 $16,679 $38,776 $59,124 13.3 0.27 9.13 100.00 Valdez-Cordova Census Area 9,362 3,567 $23,046 $48,734 $58,946 8.5 0.27 10.39 100.00 Wade Hampton Census Area 7,717 1,768 $8,717 $30,184 $33,033 29.2 0.45 10.28 100.00 Wrangell-Petersburg Census Area 5,910 2,303 $23,494 $46,434 $54,274 9.8 1.01 39.47 64.52 Yakutat City and Borough 657 216 $22,579 $46,786 $54,401 13.3 0.09 2.83 100.00 Yukon-Koyukuk Census Area 5,701 2,006 $13,720 $28,666 $33,900 24.9 0.04 1.37 100.00 Alabama Bibb 21,629 7,668 $14,105 $31,420 $41,076 18.5 34.72 1230.72 85.60 Blount 57,441 21,562 $16,325 $35,241 $46,086 13.1 88.98 3339.88 91.31 Bullock 10,796 3,680 $10,163 $20,605 $26,980 33.6 17.27 588.80 72.05 Calhoun 113,419 45,853 $17,367 $31,768 $39,997 17.6 186.40 7535.89 30.27 Cherokee 24,545 9,944 $15,543 $30,874 $38,028 17.7 44.38 1797.74 100.00 Chilton 42,444 16,370 $15,303 $32,588 $40,292 17.1 61.16 2358.80 87.89 Choctaw 14,055 5,600 $14,635 $24,749 $30,728 22.9 15.39 613.03 100.00 Clarke 26,304 10,041 $14,581 $27,388 $34,101 20.6 21.24 810.85 75.36 Cleburne 14,799 5,885 $14,762 $30,820 $37,742 14.8 26.42 1050.46 100.00 Conecuh 13,066 5,356 $12,964 $22,111 $27,068 24.9 15.36 629.49 100.00 Fayette 17,691 7,154 $14,439 $28,539 $34,092 19.8 28.19 1139.77 78.69 Greene 9,172 3,638 $13,686 $19,819 $26,001 30.3 14.20 563.26 100.00 Lamar 14,295 5,798 $14,435 $28,059 $32,424 18.2 23.63 958.65 100.00 Lowndes 12,644 4,603 $12,457 $23,050 $30,225 25.4 17.61 641.17 100.00 Marengo 21,055 8,209 $15,308 $27,025 $32,381 22.6 21.55 840.23 71.84 Marion 29,465 11,966 $15,321 $27,475 $31,602 19.6 39.74 1613.91 99.46 Perry 10,643 3,891 $10,948 $20,200 $26,513 31.7 14.79 540.77 100.00 Pickens 19,524 7,552 $13,746 $26,254 $31,053 25.6 22.15 856.78 100.00 Randolph 22,620 8,728 $14,147 $28,675 $34,185 17.3 38.93 1502.05 79.51 Sumter 13,266 5,130 $11,491 $18,911 $24,221 32.9 14.66 566.85 100.00 Washington 17,204 6,347 $14,081 $30,815 $37,076 18.2 15.92 587.29 100.00 Wilcox 12,803 4,653 $10,903 $16,646 $23,090 30.2 14.41 523.57 100.00 Winston 23,974 9,771 $15,738 $28,435 $32,018 18.3 39.02 1590.21 84.26 Arkansas Arkansas 19,236 7,855 $16,401 $30,316 $37,295 20.1 19.46 794.66 39.96 Ashley 22,233 8,601 $15,702 $31,758 $36,079 18.3 24.14 933.68 51.36 Baxter 42,115 18,760 $16,859 $29,106 $34,666 16.8 75.97 3384.09 68.23 Bradley 11,906 4,568 $13,895 $24,821 $30,621 24.1 18.30 702.05 55.03 Calhoun 5,435 2,202 $15,555 $28,438 $34,908 16.5 8.65 350.45 100.00 Chicot 11,993 4,417 $12,825 $22,024 $24,809 30.4 18.62 685.81 36.78 Clark 23,888 9,022 $14,533 $28,845 $34,327 21.8 27.60 1042.50 60.27 Clay 15,845 6,630 $14,512 $25,345 $31,910 18.1 24.78 1037.06 61.19 Cleburne 25,397 10,753 $17,250 $31,531 $36,707 15.2 45.92 1944.31 80.18 Cleveland 8,665 3,302 $15,362 $32,405 $39,567 19.5 14.50 552.38 100.00 Columbia 24,146 9,432 $15,322 $27,640 $35,162 20.7 31.52 1231.13 60.09 Conway 20,755 8,145 $16,056 $31,209 $36,026 17.1 37.32 1464.61 71.88 Craighead 92,640 36,427 $17,091 $32,425 $39,989 17.5 130.32 5124.43 33.71 Cross 18,808 7,148 $15,726 $29,362 $34,489 18.7 30.54 1160.70 59.07 Dallas 8,144 3,102 $14,610 $26,608 $31,608 21 12.20 464.77 60.46 Desha 13,538 5,244 $13,446 $24,121 $27,555 29 17.70 685.45 36.09 Drew 18,670 7,312 $16,264 $28,627 $34,919 20.4 22.54 882.93 54.76 Fulton 11,688 4,838 $15,712 $25,529 $30,364 18.7 18.91 782.66 91.14 Garland 97,465 41,829 $18,631 $31,724 $38,020 16.1 143.92 6176.53 32.75 Grant 17,690 6,676 $17,547 $37,182 $45,165 11.5 28.00 1056.65 77.26 Greene 40,684 16,008 $16,403 $30,828 $37,017 16.6 70.45 2771.96 46.00 Hempstead 22,900 8,702 $14,103 $28,622 $34,221 20.6 31.42 1194.05 58.56 Hot Spring 31,909 12,607 $15,216 $31,543 $37,619 15.7 51.89 2050.10 67.85 Howard 14,143 5,407 $15,586 $28,699 $33,219 21.3 24.08 920.46 66.56 Independence 34,641 13,640 $16,163 $31,920 $36,019 15.1 45.35 1785.81 68.57 Izard 12,992 5,291 $14,397 $25,670 $30,941 19.7 22.37 911.22 100.00 Jackson 16,936 6,419 $14,564 $25,081 $30,490 24.9 26.73 1013.27 57.96 Jefferson 78,373 28,414 $15,417 $31,327 $38,018 20.6 88.58 3211.31 30.95 Johnson 24,851 9,495 $15,097 $27,910 $34,307 17.4 37.53 1433.91 77.38 Lafayette 7,705 3,066 $14,128 $24,831 $28,265 25.4 14.63 582.37 100.00 Lawrence 16,861 6,777 $13,785 $27,139 $31,160 20.8 28.75 1155.37 63.53 Lee 10,782 3,607 $10,983 $20,510 $25,178 38.6 17.92 599.43 54.82 Lincoln 13,609 3,999 $12,479 $29,607 $34,820 29 24.25 712.67 100.00 Little River 12,807 5,152 $15,899 $29,417 $34,996 18.4 24.09 968.86 74.97 Madison 15,651 5,996 $14,736 $27,895 $33,221 17 18.70 716.58 100.00 Marion 16,774 7,028 $14,588 $26,737 $32,648 17.7 28.06 1175.77 100.00 Miller 43,226 16,771 $16,444 $30,951 $38,192 19.8 69.27 2687.71 40.22 Mississippi 46,808 17,388 $13,978 $27,479 $34,211 23.5 52.11 1935.78 33.99 Monroe 8,518 3,411 $13,096 $22,632 $27,044 26 14.04 562.25 68.09 Montgomery 9,047 3,684 $14,668 $28,421 $34,343 17.7 11.58 471.79 100.00 Nevada 9,157 3,592 $14,184 $26,962 $31,432 22 14.77 579.39 71.02 Newton 8,298 3,390 $13,788 $24,756 $29,273 23.3 10.08 411.96 100.00 Ouachita 25,770 10,381 $15,118 $29,341 $34,370 22 35.18 1417.23 56.43 Perry 10,317 4,041 $16,216 $31,083 $37,595 16.2 18.73 733.52 100.00 Phillips 21,603 7,925 $12,288 $22,231 $26,436 34.9 31.19 1144.09 46.38 Pike 10,616 4,216 $15,385 $27,695 $37,545 17.5 17.61 699.19 100.00 Poinsett 24,721 9,623 $13,087 $26,558 $31,511 23.8 32.62 1270.01 63.18 Polk 20,257 8,075 $14,063 $25,180 $30,994 19.5 23.57 939.65 72.14 Pope 59,952 22,776 $15,918 $32,069 $40,728 15.7 73.84 2805.27 56.58 Randolph 18,134 7,226 $14,502 $27,583 $30,508 20.4 27.82 1108.53 68.35 Scott 11,248 4,440 $13,609 $26,412 $33,458 19.9 12.58 496.77 73.13 Searcy 8,048 3,442 $12,536 $21,397 $25,547 24.2 12.06 515.91 100.00 Sevier 16,519 5,985 $14,122 $30,144 $32,062 22.3 29.29 1061.30 67.81 Sharp 17,866 7,547 $14,143 $25,152 $31,801 19.7 29.56 1248.70 79.60 St. Francis 26,336 9,004 $12,483 $26,146 $28,442 31.4 41.55 1420.52 54.81 Stone 12,090 5,007 $14,134 $22,209 $28,724 19.4 19.93 825.39 100.00 Union 43,213 17,041 $16,063 $29,809 $38,616 19.8 41.59 1640.31 51.21 Van Buren 16,575 6,951 $16,603 $27,004 $35,155 18.3 23.30 976.88 100.00 White 74,845 28,035 $15,890 $32,203 $39,283 16.7 72.38 2711.21 56.49 Woodruff 7,439 3,027 $13,269 $22,099 $26,185 27.1 12.68 516.09 100.00 Yell 21,976 8,214 $15,383 $28,916 $36,459 17.6 23.68 885.22 82.59 American Samoa Eastern District 23,441 3,845 $4,350 $18,271 NA NA 905.78 14857.37 9.29 Manu'a District 1,378 273 $4,509 $14,338 NA NA 62.96 1247.28 100.00 Swains Island 37 7 $3,597 $18,125 NA NA 63.56 1202.54 100.00 Western District 32,435 5,224 $4,356 $18,445 NA NA 1,123.36 18092.95 9.82 Arizona Apache 70,207 20,157 $8,986 $23,344 $31,728 33.2 6.27 179.90 81.32 La Paz 20,086 8,550 $14,916 $25,839 $32,973 26.1 4.46 190.00 63.28 California Alpine 1,061 432 $24,431 $41,875 $49,320 15.7 1.44 58.51 100.00 Imperial 163,972 45,419 $13,239 $31,870 $36,894 21.5 39.28 1087.95 22.84 Mariposa 17,976 6,918 $18,190 $34,626 $44,419 13.5 12.39 476.70 100.00 Modoc 9,184 3,660 $17,285 $27,522 $35,319 17.4 2.33 92.81 70.73 Siskiyou 44,542 18,674 $17,570 $29,530 $36,823 16.4 7.09 297.04 67.62 Tehama 61,550 23,164 $15,793 $31,206 $38,160 16.5 20.86 784.96 49.90 Trinity 14,317 6,137 $16,868 $27,711 $34,726 19.9 4.50 193.08 100.00 Tuolumne 55,644 21,429 $21,015 $38,725 $49,151 12.5 24.89 958.62 54.39 Colorado Baca 3,834 1,619 $15,068 $28,099 $31,963 17.7 1.50 63.33 100.00 Bent 5,902 1,969 $13,567 $28,125 $33,187 29.4 3.90 130.06 45.90 Cheyenne 1,749 688 $17,850 $37,054 $46,017 12 0.98 38.64 100.00 Conejos 8,067 2,863 $12,050 $24,744 $30,747 21.2 6.27 222.40 100.00 Costilla 3,232 1,320 $10,748 $19,531 $25,208 24.8 2.63 107.57 100.00 Crowley 6,332 1,563 $12,836 $26,803 $31,603 46.2 8.03 198.09 100.00 Custer 3,999 1,701 $19,817 $34,731 $50,660 11.8 5.41 230.21 100.00 Dolores 1,986 843 $17,106 $32,196 $43,760 11.8 1.86 79.04 100.00 Gilpin 5,153 2,228 $26,148 $51,942 $62,332 6.2 34.38 1486.79 100.00 Hinsdale 840 380 $22,360 $37,279 $50,692 7.3 0.75 33.96 100.00 Jackson 1,346 569 $17,826 $31,821 $40,413 15.6 0.83 35.29 100.00 Kiowa 1,321 533 $16,382 $30,494 $38,581 12.2 0.75 30.12 100.00 Kit Carson 7,843 2,937 $16,964 $33,152 $39,997 14.5 3.63 135.92 58.63 Mineral 962 441 $24,475 $34,844 $46,394 10.4 1.10 50.37 100.00 Otero 18,774 7,304 $15,113 $29,738 $33,234 22.2 14.87 578.37 37.01 Phillips 4,477 1,785 $16,394 $32,177 $42,087 11.9 6.51 259.56 100.00 Prowers 13,116 4,822 $14,150 $29,935 $35,730 19.1 8.00 293.98 38.41 Saguache 7,058 2,757 $13,121 $25,495 $33,198 29.9 2.23 87.00 100.00 Washington 4,497 1,809 $17,788 $32,431 $38,982 12.4 1.78 71.77 100.00 Florida Calhoun 13,617 4,678 $12,379 $26,575 $33,613 20.9 24.00 824.62 75.24 Gilchrist 17,191 5,955 $13,985 $30,328 $37,120 16.8 49.27 1706.83 100.00 Hamilton 14,348 4,473 $10,562 $25,638 $32,444 29.3 27.87 868.84 77.35 Lafayette 8,013 2,455 $13,087 $30,651 $39,293 25.6 14.76 452.17 100.00 Liberty 7,957 2,524 $17,225 $28,840 $38,608 21.5 9.52 301.95 100.00 Georgia Appling 18,038 6,828 $15,044 $30,266 $34,654 20.3 35.47 1342.82 71.21 Bacon 10,442 3,978 $14,289 $26,910 $33,481 19.3 36.65 1396.09 71.28 Baker 3,805 1,408 $16,969 $30,338 $31,834 26 11.09 410.36 100.00 Brantley 15,511 5,769 $13,713 $30,361 $37,814 17.6 34.90 1298.16 99.08 Calhoun 6,271 1,949 $11,839 $24,588 $29,435 33.4 22.38 695.54 100.00 Candler 10,580 3,741 $12,958 $25,022 $31,651 23.7 42.86 1515.18 70.82 Clay 3,231 1,304 $16,819 $21,448 $26,697 31.1 16.55 668.08 100.00 Crawford 12,510 4,471 $15,768 $37,848 $41,429 17.8 38.49 1375.77 100.00 Echols 4,063 1,362 $15,727 $25,851 $35,925 26.7 10.05 336.91 100.00 Emanuel 22,825 8,404 $13,627 $24,383 $30,236 26.2 33.28 1225.42 69.40 Evans 11,646 4,198 $12,758 $25,447 $33,269 24.8 62.98 2270.09 64.60 Fannin 22,618 9,571 $16,269 $30,612 $36,134 15.2 58.64 2481.30 100.00 Franklin 21,824 8,490 $15,767 $32,134 $37,110 18.8 82.89 3224.40 90.74 Gilmer 28,537 11,007 $17,147 $35,140 $40,665 17.1 66.88 2579.58 88.84 Glascock 2,796 1,108 $14,185 $29,743 $36,630 16.8 19.40 768.78 100.00 Habersham 43,056 15,969 $17,706 $36,321 $45,377 13.5 154.78 5740.88 68.87 Hancock 9,440 3,041 $10,916 $22,003 $28,039 31.4 19.95 642.56 71.78 Jasper 13,842 5,059 $19,249 $39,890 $42,849 15.4 37.37 1365.74 100.00 Jefferson 16,443 6,002 $13,491 $26,120 $31,191 22.9 31.16 1137.42 80.97 Jenkins 8,547 3,201 $13,400 $24,025 $28,405 26.8 24.43 914.94 64.45 Johnson 9,550 3,477 $12,384 $23,848 $28,704 28.2 31.39 1142.92 100.00 Lincoln 8,074 3,140 $15,351 $31,952 $36,358 18.4 38.25 1487.69 100.00 Macon 13,520 4,624 $11,820 $24,224 $29,374 26.5 33.52 1146.47 59.69 Marion 6,964 2,617 $14,044 $29,145 $34,982 24.1 18.98 713.18 100.00 Meriwether 22,840 8,402 $15,708 $31,870 $35,566 18.7 45.38 1669.35 81.27 Miller 6,185 2,404 $15,435 $27,335 $32,359 25.7 21.85 849.34 100.00 Monroe 25,252 8,964 $19,580 $44,195 $52,114 13.7 63.83 2265.66 75.61 Montgomery 8,930 3,182 $14,182 $30,240 $35,888 23 36.40 1297.13 98.57 Oglethorpe 14,106 5,454 $17,089 $35,578 $43,832 14.2 31.98 1236.36 99.85 Pickens 31,176 12,184 $19,774 $41,387 $52,222 12.1 134.30 5248.77 80.25 Pierce 18,127 6,892 $14,230 $29,895 $36,721 17.6 52.81 2007.88 76.19 Pike 17,569 6,104 $17,661 $44,370 $57,143 10.6 80.45 2795.42 100.00 Quitman 2,703 1,099 $14,301 $25,875 $31,608 23.1 17.84 724.99 66.72 Rabun 16,514 6,921 $20,608 $33,899 $37,119 18.2 44.51 1865.13 100.00 Screven 15,133 5,704 $13,894 $29,312 $33,699 21.9 23.34 879.67 81.38 Stephens 25,493 9,992 $15,529 $29,466 $34,881 17.8 142.21 5573.97 60.74 Stewart 4,666 1,779 $16,071 $24,789 $28,973 27.1 10.17 387.75 100.00 Talbot 6,414 2,492 $14,539 $26,611 $32,206 22.4 16.31 633.84 100.00 Taliaferro 1,863 776 $15,498 $23,750 $27,033 26.6 9.53 397.09 100.00 Tattnall 23,469 7,427 $13,439 $28,664 $35,647 24.5 48.52 1535.56 81.27 Taylor 8,766 3,258 $13,432 $25,148 $30,502 25.8 23.22 863.13 100.00 Toombs 28,102 10,641 $14,252 $26,811 $33,139 24.2 76.65 2902.10 51.16 Towns 11,042 4,745 $18,221 $31,950 $41,127 14 66.25 2847.36 100.00 Twiggs 10,257 3,682 $14,259 $31,608 $34,823 21.1 28.47 1022.08 100.00 Union 21,351 8,861 $18,845 $31,893 $40,841 13.8 66.19 2747.10 100.00 Ware 35,879 13,628 $14,384 $28,360 $34,983 20.7 39.76 1510.42 27.76 Warren 5,844 2,240 $14,022 $27,366 $32,439 25.7 20.47 784.66 100.00 Washington 21,006 7,379 $15,565 $29,910 $35,394 23.4 30.88 1084.65 61.56 Webster 2,164 832 $14,772 $27,992 $33,757 19.5 10.33 397.12 100.00 Wheeler 6,877 2,250 $13,005 $24,053 $31,728 35.2 23.10 755.89 100.00 White 25,299 9,806 $17,193 $36,084 $42,511 14.3 104.72 4058.94 100.00 Wilcox 8,750 2,828 $14,014 $27,483 $31,128 30.8 23.01 743.61 100.00 Wilkes 10,282 4,154 $15,020 $27,644 $32,021 21.8 21.81 881.33 68.32 Wilkinson 10,026 3,774 $14,658 $32,723 $40,093 19.3 22.45 845.13 100.00 Hawaii Kalawao 117 105 $13,756 $9,333 NA NA 8.86 795.59 100.00 Iowa Calhoun 9,887 3,999 $17,498 $33,286 $43,799 13.2 17.34 701.44 100.00 Clayton 17,566 6,942 $16,930 $34,068 $46,462 10.8 22.56 891.31 94.45 Greene 9,293 3,767 $16,866 $33,883 $45,911 10.7 16.35 662.74 56.82 Van Buren 7,676 3,126 $15,748 $31,094 $38,207 14.3 15.83 644.74 100.00 Idaho Adams 3,499 1,439 $14,908 $28,423 $37,479 13.2 2.56 105.49 100.00 Butte 2,751 1,031 $14,948 $30,473 $39,822 14.9 1.23 46.15 100.00 Camas 1,126 452 $19,550 $34,167 $49,282 9.2 1.05 42.07 100.00 Clark 910 302 $11,141 $31,576 $40,608 16.5 0.52 17.11 100.00 Custer 4,254 1,730 $15,783 $32,174 $41,450 13.3 0.86 35.13 100.00 Fremont 12,551 4,133 $13,965 $33,424 $41,295 13.6 6.72 221.40 82.02 Lemhi 7,808 3,269 $16,037 $30,185 $36,423 15.4 1.71 71.62 63.63 Minidoka 18,645 6,464 $13,813 $32,021 $42,979 13.4 24.55 850.94 53.97 Oneida 4,130 1,456 $13,829 $34,309 $44,846 11.7 3.44 121.28 100.00 Owyhee 10,877 3,818 $13,405 $28,339 $36,177 17.5 1.42 49.72 77.45 Teton 8,833 3,083 $17,778 $41,968 $56,228 7.9 19.61 684.61 100.00 Illinois Alexander 8,152 3,253 $16,084 $26,042 $28,725 29.5 34.49 1376.23 55.78 Bond 18,253 6,363 $17,947 $37,680 $45,930 14.3 48.01 1673.62 67.53 Cass 13,574 5,327 $16,532 $35,243 $40,561 12.4 36.11 1417.00 56.83 Macoupin 48,138 18,935 $17,298 $36,190 $45,009 12.6 55.74 2192.68 58.01 Menard 12,464 4,866 $21,584 $46,596 $57,884 9.1 39.66 1548.59 72.77 Schuyler 6,916 2,858 $17,158 $35,233 $43,053 12.4 15.81 653.58 53.39 Indiana Parke 17,152 6,389 $16,986 $35,724 $41,907 16.7 38.56 1436.43 80.36 Spencer 20,111 7,453 $18,000 $42,451 $53,781 9.3 50.44 1869.45 100.00 Kansas Atchison 16,481 6,160 $15,207 $34,355 $42,788 13.6 38.12 1424.92 36.74 Bourbon 14,851 5,925 $16,393 $31,199 $37,575 15.6 23.31 930.07 47.99 Chase 2,804 1,161 $17,422 $32,656 $39,788 12.3 3.61 149.69 100.00 Chautauqua 3,768 1,550 $16,280 $28,717 $35,460 14.4 5.87 241.54 100.00 Cheyenne 2,742 1,190 $17,862 $30,599 $37,413 10.4 2.69 116.72 100.00 Clark 2,108 864 $17,795 $33,857 $41,482 12.4 2.16 88.68 100.00 Clay 8,859 3,669 $17,939 $33,965 $43,045 11.1 13.76 569.91 47.06 Cloud 9,453 3,852 $17,536 $31,758 $39,126 13.6 13.21 538.25 45.60 Decatur 2,912 1,259 $16,348 $30,257 $36,913 12.5 3.26 140.89 100.00 Dickinson 19,328 7,909 $17,780 $35,975 $46,289 9.3 22.79 932.80 63.11 Elk 3,047 1,325 $16,066 $27,267 $32,462 16 4.71 204.69 100.00 Ellis 27,801 11,324 $18,259 $32,339 $44,846 11.2 30.89 1258.24 24.66 Ellsworth 6,250 2,390 $16,569 $35,772 $42,896 10.5 8.73 333.82 67.26 Gove 2,548 1,041 $17,852 $33,510 $42,205 9.9 2.38 97.21 100.00 Graham 2,592 1,106 $18,050 $31,286 $39,094 11.2 2.89 123.12 100.00 Gray 5,688 2,000 $18,632 $40,000 $49,864 8.8 6.55 230.18 100.00 Greenwood 6,861 2,892 $15,976 $30,169 $36,704 15.5 6.02 253.74 64.12 Harper 5,857 2,478 $16,368 $29,776 $37,575 13.4 7.31 309.16 100.00 Hodgeman 1,948 735 $15,599 $35,994 $44,829 9.6 2.27 85.51 100.00 Jewell 3,142 1,393 $16,644 $30,538 $37,937 12.6 3.46 153.24 100.00 Labette 21,871 8,817 $15,525 $30,875 $37,501 15.7 33.71 1358.98 49.50 Lincoln 3,261 1,395 $15,788 $30,893 $40,793 10.7 4.54 194.10 100.00 Lyon 35,562 13,575 $15,724 $32,819 $39,942 15.3 41.79 1595.38 25.51 Meade 4,359 1,634 $16,824 $36,761 $48,307 9.5 4.46 167.01 100.00 Mitchell 6,292 2,602 $17,653 $33,385 $44,321 10.6 8.99 371.85 49.58 Morris 6,037 2,528 $18,491 $32,163 $41,867 10.4 8.66 362.49 100.00 Nemaha 10,112 3,758 $17,121 $34,296 $46,938 9.3 14.08 523.43 100.00 Ness 2,945 1,292 $17,787 $32,340 $44,389 9.3 2.74 120.19 100.00 Norton 5,370 2,045 $16,835 $31,050 $38,252 12.3 6.12 232.96 43.28 Osborne 3,804 1,667 $16,236 $29,145 $37,568 12.4 4.26 186.80 100.00 Ottawa 6,026 2,387 $17,663 $38,009 $45,925 8.7 8.36 330.98 100.00 Rawlins 2,503 1,095 $17,161 $32,105 $38,980 12.7 2.34 102.41 100.00 Republic 4,812 2,102 $17,433 $30,494 $38,199 11.8 6.72 293.43 100.00 Rush 3,232 1,407 $18,033 $31,268 $39,197 10.9 4.50 195.92 100.00 Sheridan 2,510 1,012 $16,299 $33,547 $43,297 11.2 2.80 112.89 100.00 Smith 3,901 1,680 $14,983 $28,486 $34,547 11.9 4.36 187.57 100.00 Trego 2,882 1,226 $16,239 $29,677 $39,069 10.7 3.24 138.03 100.00 Washington 5,791 2,381 $15,515 $29,363 $40,445 9.4 6.45 264.96 100.00 Kentucky Adair 17,773 6,940 $14,931 $24,055 $30,169 23.4 43.69 1705.73 74.73 Allen 19,090 7,388 $14,506 $31,238 $36,097 19.2 55.15 2134.58 76.62 Barren 41,566 16,781 $16,816 $31,240 $36,155 17.8 84.66 3417.98 62.14 Bath 11,750 4,728 $15,326 $26,018 $30,960 26.7 42.05 1691.69 100.00 Bell 29,055 11,629 $11,526 $19,057 $24,858 31.3 80.54 3223.34 60.76 Bourbon 19,828 7,891 $18,335 $35,038 $41,220 14.3 68.04 2707.77 42.26 Breathitt 15,813 6,071 $11,044 $19,155 $24,162 31.5 31.93 1225.95 78.70 Breckinridge 19,132 7,525 $15,402 $30,554 $39,128 18.9 33.42 1314.68 100.00 Butler 13,276 5,157 $14,617 $29,405 $35,917 19.2 31.01 1204.76 100.00 Carter 27,454 10,574 $13,442 $26,427 $33,435 20.8 66.86 2575.16 83.44 Casey 16,214 6,584 $12,867 $21,580 $26,892 26.2 36.39 1477.63 100.00 Clay 23,930 8,354 $9,716 $16,271 $22,365 38.3 50.81 1773.73 85.24 Edmonson 12,085 4,848 $14,480 $25,413 $33,785 20.7 39.93 1601.96 100.00 Fleming 14,735 5,744 $14,214 $27,990 $33,584 18.5 42.00 1637.08 78.09 Floyd 42,094 16,731 $12,442 $21,168 $27,462 28.1 106.76 4243.30 85.95 Franklin 48,844 20,373 $21,229 $40,011 $48,291 13.1 232.08 9680.03 23.15 Fulton 6,855 2,861 $14,309 $24,382 $27,815 30.1 32.81 1369.07 61.94 Garrard 17,021 6,639 $16,915 $34,284 $40,083 16.6 73.62 2871.66 71.09 Green 11,613 4,787 $16,107 $25,463 $33,509 20.7 40.23 1658.40 100.00 Hancock 8,663 3,319 $16,623 $36,914 $46,518 13.2 45.88 1757.85 88.50 Harlan 30,783 12,313 $11,585 $18,665 $23,648 33.9 65.89 2635.60 50.60 Harrison 18,654 7,267 $17,478 $36,210 $42,445 15.3 60.24 2346.76 60.99 Hart 18,561 7,194 $13,495 $25,378 $31,166 21.7 44.63 1729.50 86.55 Hopkins 46,338 18,771 $17,382 $30,868 $40,027 18.5 84.17 3409.39 43.70 Jackson 13,645 5,369 $10,711 $20,177 $25,084 27.1 39.40 1550.26 100.00 Johnson 24,056 9,326 $14,051 $24,911 $31,116 26 91.98 3565.70 73.09 Knott 17,385 6,619 $11,297 $20,373 $26,948 30.2 49.36 1879.51 100.00 Knox 32,810 12,786 $10,660 $18,294 $25,090 33.4 84.64 3298.09 68.27 Lawrence 16,443 6,284 $12,008 $21,610 $29,015 27.1 39.26 1500.57 77.60 Lee 7,414 2,811 $13,325 $18,544 $23,786 33.9 35.33 1339.32 100.00 Leslie 11,639 4,610 $10,429 $18,546 $23,627 30 28.81 1141.05 100.00 Letcher 23,890 9,502 $11,984 $21,110 $27,374 29.4 70.46 2802.68 99.76 Lewis 13,807 5,309 $12,031 $22,208 $28,466 26.4 28.50 1095.88 100.00 Lincoln 25,072 9,885 $13,602 $26,542 $34,401 21 74.56 2939.57 80.25 Logan 27,117 10,719 $15,962 $32,474 $39,176 17.8 48.80 1928.98 72.87 Lyon 8,245 2,972 $16,016 $31,694 $40,932 16.4 38.22 1378.05 100.00 Magoffin 13,151 4,962 $10,685 $19,421 $25,890 34.9 42.50 1603.47 100.00 Marion 19,063 6,912 $14,472 $30,387 $37,766 19.7 55.03 1995.29 65.36 Martin 11,602 4,399 $10,650 $18,279 $22,841 35.3 50.29 1906.78 100.00 McCreary 17,315 6,633 $9,896 $19,348 $22,253 35.4 40.48 1550.87 100.00 McLean 9,681 3,875 $16,046 $29,675 $37,353 17.6 38.07 1523.87 100.00 Mercer 21,920 8,888 $17,972 $35,555 $42,912 15.4 87.36 3542.32 57.33 Metcalfe 10,288 4,109 $13,236 $23,540 $31,942 22.4 35.37 1412.62 100.00 Nelson 43,113 16,067 $18,120 $39,010 $48,125 12.7 102.01 3801.80 61.23 Nicholas 6,811 2,720 $15,880 $29,886 $35,496 17.4 34.64 1383.56 100.00 Ohio 23,789 9,233 $15,317 $29,557 $35,953 19.1 40.06 1554.90 73.85 Owsley 4,634 1,825 $10,742 $15,805 $19,829 37.6 23.39 921.19 100.00 Perry 29,241 11,422 $12,224 $22,089 $28,124 27.2 85.46 3338.24 75.99 Pike 65,331 26,290 $14,005 $23,930 $31,012 25.1 82.94 3337.59 90.41 Powell 13,859 5,300 $13,060 $25,515 $30,737 25.8 76.94 2942.16 75.79 Pulaski 60,851 24,532 $15,352 $27,370 $32,901 24.3 91.97 3707.99 61.81 Robertson 2,202 832 $13,404 $30,581 $35,621 23 22.00 831.25 100.00 Rockcastle 16,788 6,627 $12,337 $23,475 $24,650 26.9 52.87 2087.17 82.93 Russell 17,296 7,375 $13,183 $22,042 $27,866 23.5 68.22 2909.03 100.00 Union 15,024 5,497 $17,465 $35,018 $42,261 18.4 43.54 1592.80 70.21 Washington 11,595 4,368 $15,722 $33,136 $40,375 16.6 38.57 1453.05 100.00 Wayne 20,696 8,205 $12,601 $20,863 $27,343 28.1 45.05 1786.14 71.16 Webster 13,669 5,390 $15,657 $31,529 $39,754 17.7 40.83 1610.19 76.35 Whitley 38,668 14,866 $12,777 $22,075 $27,394 27.2 87.85 3377.36 61.17 Louisiana Allen Parish 25,635 8,189 $13,101 $27,777 $40,131 20.7 33.53 1071.20 72.39 Avoyelles Parish 42,360 15,062 $12,146 $23,851 $32,744 21.9 50.89 1809.33 66.42 Beauregard Parish 34,978 12,863 $15,514 $32,582 $43,398 14 30.15 1108.75 68.95 Bienville Parish 14,728 5,709 $12,471 $23,663 $31,440 21 18.17 704.27 84.04 Caldwell Parish 10,353 3,848 $13,884 $26,972 $34,298 21.5 19.56 726.85 100.00 Cameron Parish 7,238 2,602 $15,348 $34,232 $49,984 12.7 5.51 198.20 100.00 Catahoula Parish 10,522 3,939 $12,608 $22,528 $31,236 21.9 14.95 559.80 100.00 Claiborne Parish 16,142 6,023 $13,825 $25,344 $31,386 28.7 21.39 798.17 78.81 Concordia Parish 19,064 7,098 $11,966 $22,742 $29,807 25.2 27.39 1019.90 44.53 East Carroll Parish 8,166 2,573 $9,629 $20,723 $25,100 43.7 19.38 610.44 34.42 Evangeline Parish 35,624 12,837 $11,432 $20,532 $29,733 22.7 53.63 1932.56 57.35 Franklin Parish 20,006 7,329 $12,675 $22,964 $29,904 26.1 32.08 1175.18 72.07 Grant Parish 19,974 7,538 $14,410 $29,622 $38,896 17.3 30.96 1168.40 100.00 Jackson Parish 15,191 6,032 $15,354 $28,352 $36,073 18.4 26.66 1058.74 68.18 Lincoln Parish 42,561 15,268 $14,313 $26,977 $36,720 23.6 90.29 3238.94 38.48 Madison Parish 11,790 3,830 $10,114 $20,509 $25,788 34.6 18.89 613.62 29.97 Morehouse Parish 28,602 10,520 $13,197 $25,124 $32,168 25.2 36.01 1324.56 48.93 Rapides Parish 133,131 49,697 $16,088 $29,856 $41,200 18 100.66 3757.70 36.76 Red River Parish 9,118 3,230 $12,119 $23,153 $31,495 23.4 23.42 829.83 75.20 Richland Parish 20,501 7,329 $12,479 $23,668 $30,504 24.2 36.71 1312.44 64.32 Sabine Parish 23,688 9,327 $15,199 $26,655 $34,786 20.9 27.38 1077.96 90.96 Tensas Parish 5,694 2,095 $12,622 $19,799 $26,135 32.4 9.45 347.73 100.00 Union Parish 22,692 8,821 $14,819 $29,061 $35,624 18.3 25.86 1005.11 88.21 Vernon Parish 45,639 15,878 $14,036 $31,216 $41,284 15.4 34.36 1195.28 52.26 Washington Parish 45,430 17,017 $12,915 $24,264 $30,725 24.1 67.85 2541.54 60.32 Webster Parish 40,754 16,081 $15,203 $28,408 $35,981 17.9 68.47 2701.68 53.36 West Carroll Parish 11,495 4,171 $12,302 $24,637 $30,922 23.7 31.98 1160.50 100.00 West Feliciana Parish 15,003 3,596 $16,201 $39,667 $50,095 21.9 36.95 885.73 100.00 Winn Parish 15,408 5,405 $11,794 $25,462 $31,108 23.9 16.21 568.63 64.12 Michigan Gladwin 25,920 10,523 $16,614 $32,019 $37,924 17.8 51.14 2076.38 92.87 Iron 12,001 5,238 $16,506 $28,560 $36,325 15.4 10.29 449.07 76.79 Lake 11,014 4,550 $14,457 $26,622 $31,658 20.1 19.41 801.89 100.00 Luce 6,614 2,341 $16,828 $32,031 $36,851 20.3 7.32 259.21 73.30 Menominee 24,202 10,073 $16,909 $32,888 $39,072 15.7 23.19 965.31 67.31 Oscoda 8,836 3,691 $15,697 $28,228 $34,239 17.7 15.64 653.25 100.00 Presque Isle 13,650 5,846 $17,363 $31,656 $37,731 13.8 20.68 885.67 84.73 Sanilac 43,024 16,324 $17,089 $36,870 $38,521 14.5 44.64 1693.73 79.68 Minnesota Cass 28,732 11,497 $17,189 $34,332 $41,740 14.5 14.24 569.84 100.00 Clay 55,767 20,310 $17,557 $37,889 $48,988 13 53.35 1943.06 30.95 Clearwater 8,249 3,256 $15,694 $30,517 $38,099 14.3 8.29 327.36 100.00 Grant 6,005 2,427 $17,131 $33,775 $38,532 10.8 10.99 444.21 100.00 Hubbard 18,810 7,603 $18,115 $35,321 $42,312 10.8 20.39 824.26 87.13 Mahnomen 5,128 1,941 $13,438 $30,053 $34,493 21.8 9.22 348.93 100.00 Marshall 9,502 3,847 $16,317 $34,804 $45,780 9.8 5.36 217.05 100.00 Norman 6,605 2,672 $15,895 $32,535 $41,496 12 7.54 304.97 100.00 Wilkin 6,286 2,416 $16,873 $38,093 $51,743 7.7 8.37 321.58 49.47 Missouri Adair 24,943 9,632 $15,484 $26,677 $33,471 27.3 43.99 1698.73 34.20 Andrew 16,923 6,412 $19,375 $40,688 $54,491 9.4 38.89 1473.47 59.28 Audrain 26,049 9,947 $16,441 $32,057 $38,944 17.2 37.58 1435.13 40.92 Barry 36,301 14,272 $14,980 $28,906 $38,692 16.9 46.60 1831.91 76.23 Bollinger 11,990 4,574 $13,641 $30,462 $35,946 18 19.32 736.88 100.00 Buchanan 89,408 34,924 $17,882 $34,704 $42,269 15 218.21 8523.65 12.82 Butler 41,383 16,948 $15,721 $27,228 $32,363 20.8 59.33 2429.73 51.96 Caldwell 9,248 3,632 $15,343 $31,240 $39,417 14.6 21.54 845.84 100.00 Carter 5,890 2,357 $13,349 $22,863 $26,956 25.4 11.60 464.28 100.00 Cedar 13,652 5,631 $14,356 $26,694 $32,014 20.9 28.68 1183.06 72.57 Cooper 17,535 6,251 $15,648 $35,313 $42,929 13.5 31.03 1106.38 54.45 Dallas 16,844 6,521 $15,106 $27,346 $34,600 18.6 31.10 1204.15 81.01 Daviess 7,911 3,142 $15,953 $30,855 $38,866 15.3 13.95 554.23 100.00 DeKalb 12,275 3,761 $12,687 $31,654 $41,592 16.1 28.94 886.55 84.06 Douglas 13,438 5,355 $13,785 $25,918 $29,051 21.8 16.50 657.44 77.12 Gasconade 15,261 6,155 $17,319 $35,047 $38,468 13.1 29.31 1182.20 68.12 Grundy 10,125 4,266 $15,432 $27,333 $35,381 16.9 23.23 978.77 40.69 Harrison 8,844 3,681 $14,192 $28,707 $34,294 16.7 12.20 507.57 69.46 Hickory 9,048 3,995 $13,536 $25,346 $28,988 20 22.70 1002.11 100.00 Howard 9,918 3,728 $15,198 $31,614 $40,527 14.9 21.30 800.35 62.86 Jasper 116,813 46,275 $16,227 $31,323 $38,085 17.9 182.60 7233.50 23.90 Knox 4,020 1,654 $13,075 $27,124 $31,193 17 7.95 327.01 100.00 Lewis 9,951 3,760 $14,746 $30,651 $39,295 17.2 19.70 744.51 100.00 Maries 9,046 3,593 $15,662 $31,925 $38,515 17 17.14 680.80 100.00 Marion 28,225 11,039 $16,964 $31,774 $40,183 15.8 64.43 2519.88 24.21 McDonald 22,731 8,527 $13,175 $27,010 $35,298 21 42.13 1580.48 100.00 Mercer 3,523 1,501 $15,140 $29,640 $36,736 14.5 7.76 330.55 100.00 Monroe 9,127 3,568 $14,695 $30,871 $39,606 13.6 14.13 552.35 100.00 Montgomery 11,804 4,651 $15,092 $32,772 $39,365 14.7 21.96 865.40 100.00 Newton 56,120 21,498 $17,502 $35,041 $41,822 14.6 89.59 3431.84 63.12 Oregon 10,264 4,236 $12,812 $22,359 $26,584 23.4 12.97 535.25 79.31 Osage 13,465 5,109 $17,245 $39,565 $47,420 10 22.22 842.90 100.00 Ozark 9,227 3,855 $14,133 $25,861 $30,427 21.7 12.43 519.49 100.00 Pemiscot 18,515 7,302 $12,968 $21,911 $27,188 31.7 37.55 1480.86 34.93 Perry 18,743 7,162 $16,554 $36,632 $42,125 12.3 39.49 1508.95 57.66 Pike 18,476 6,461 $14,462 $32,373 $39,524 17.8 27.46 960.24 55.14 Putnam 4,862 2,085 $14,647 $26,282 $32,887 18.2 9.39 402.62 100.00 Ralls 9,832 3,805 $16,456 $37,094 $47,865 10.6 20.87 807.80 98.14 Randolph 25,723 9,613 $15,010 $31,464 $37,684 17.8 53.33 1993.11 46.41 Reynolds 6,388 2,612 $13,065 $25,867 $30,482 21 7.87 321.98 100.00 Ripley 13,485 5,428 $12,889 $22,761 $27,737 25.6 21.42 862.37 100.00 Schuyler 4,110 1,700 $15,850 $27,385 $29,924 19.4 13.35 552.24 100.00 Scotland 4,798 1,825 $14,474 $27,409 $35,981 15.3 10.94 416.14 100.00 Shannon 8,423 3,369 $11,492 $20,878 $28,559 26 8.39 335.57 100.00 Shelby 6,411 2,597 $15,632 $29,448 $36,403 15.1 12.80 518.40 100.00 Ste. Genevieve 17,720 6,557 $17,283 $39,200 $50,542 10.3 35.27 1305.14 78.11 Stoddard 29,537 11,979 $14,656 $26,987 $35,299 17.2 35.71 1448.26 68.37 Sullivan 6,629 2,682 $13,392 $26,107 $34,628 17 10.18 412.06 100.00 Texas 24,598 10,029 $13,799 $24,545 $29,678 22.6 20.87 851.00 99.26 Vernon 20,009 7,844 $15,047 $30,021 $32,919 20.5 23.99 940.53 57.10 Washington 24,548 8,808 $12,934 $27,112 $32,546 24.1 32.32 1159.57 82.95 Wayne 12,652 5,286 $13,434 $24,007 $27,249 25.3 16.62 694.63 100.00 Worth 2,039 862 $14,367 $27,471 $44,078 14.6 7.65 323.43 100.00 Wright 18,443 7,287 $13,135 $24,691 $28,561 23.2 27.04 1068.25 73.26 Northern Mariana Islands Rota Municipality 3,283 757 $10,326 $28,708 NA NA 99.58 2296.24 100.00 Saipan Municipality 62,392 12,507 $9,021 $22,555 NA NA 1,400.38 28071.79 1.93 Tinian Municipality 3,540 790 $10,344 $23,542 NA NA 84.81 1892.76 22.37 Mississippi Adams 31,307 12,484 $15,778 $25,234 $29,830 26.7 68.02 2712.29 30.91 Amite 13,248 5,153 $14,048 $26,033 $31,767 24.2 18.16 706.34 100.00 Attala 19,671 7,569 $13,782 $24,794 $29,786 25.7 26.76 1029.60 64.68 Benton 8,116 3,051 $12,212 $24,149 $28,723 23.3 19.95 749.98 100.00 Bolivar 37,195 12,621 $12,088 $23,428 $28,779 35.2 42.45 1440.33 43.30 Calhoun 14,508 5,772 $15,106 $27,113 $31,181 20.1 24.73 984.05 83.63 Carroll 10,367 3,916 $15,744 $28,878 $35,106 17.8 16.51 623.85 100.00 Choctaw 9,090 3,430 $13,474 $27,020 $31,771 24.7 21.69 818.41 100.00 Claiborne 10,848 3,380 $11,244 $22,615 $27,876 35.1 22.29 694.32 71.54 Clarke 17,378 6,747 $14,288 $26,610 $33,264 21.1 25.14 976.03 100.00 Coahoma 27,272 9,423 $12,558 $22,338 $28,320 32.2 49.21 1700.52 32.02 Copiah 29,331 10,400 $12,408 $26,358 $33,699 24.6 37.77 1339.11 58.74 Covington 20,526 7,545 $14,506 $26,669 $31,639 24.4 49.60 1823.47 100.00 George 22,406 7,904 $14,337 $34,730 $43,666 16.3 46.85 1652.48 100.00 Greene 13,818 4,305 $11,868 $28,336 $36,547 22.2 19.39 603.90 100.00 Grenada 22,995 8,696 $13,786 $27,385 $32,835 21.3 54.52 2061.60 45.46 Hancock 40,140 15,781 $17,748 $35,202 $43,491 17.4 84.17 3309.16 36.41 Harrison 178,460 67,410 $18,024 $35,624 $44,463 16.2 307.17 11602.73 19.69 Holmes 20,595 7,028 $10,683 $17,235 $23,369 34.9 27.24 929.63 72.41 Humphreys 10,089 3,411 $10,926 $20,566 $24,091 35.2 24.13 815.93 50.46 Issaquena 1,658 534 $10,581 $19,936 $26,522 48.1 4.01 129.38 100.00 Itawamba 23,175 8,956 $14,956 $31,156 $38,063 15 43.54 1682.39 89.11 Jackson 130,694 47,489 $17,768 $39,118 $51,034 13.3 179.80 6533.10 30.28 Jasper 18,253 6,748 $12,889 $24,441 $30,950 21 27.00 998.28 100.00 Jefferson 8,872 2,996 $9,709 $18,447 $24,352 37.5 17.08 576.81 76.90 Jefferson Davis 12,653 4,699 $11,974 $21,834 $26,590 27.8 30.98 1150.54 100.00 Kemper 9,967 3,725 $11,985 $23,998 $28,549 26.3 13.01 486.25 100.00 Lawrence 13,370 5,114 $14,469 $28,495 $33,123 20.2 31.05 1187.53 100.00 Leake 22,844 8,317 $13,365 $27,055 $31,525 23.6 39.20 1427.34 84.69 Lincoln 34,931 13,183 $13,961 $27,279 $34,050 20.6 59.64 2250.81 63.29 Lowndes 59,284 21,997 $16,514 $32,123 $36,069 22.6 118.03 4379.26 39.65 Marion 25,830 9,457 $12,301 $24,555 $31,967 25.2 47.63 1743.74 69.87 Monroe 37,250 14,308 $14,072 $30,307 $34,251 20.3 48.75 1872.29 64.58 Montgomery 11,266 4,351 $14,040 $25,270 $31,456 24.3 27.69 1069.34 63.59 Neshoba 30,530 11,378 $14,964 $28,300 $35,410 16.7 53.56 1996.14 75.21 Newton 22,355 8,380 $14,008 $28,735 $34,768 19.2 38.67 1449.71 84.71 Noxubee 11,828 4,215 $12,018 $22,330 $25,668 32.9 17.02 606.72 75.73 Perry 12,235 4,463 $12,837 $27,189 $36,027 19.9 18.91 689.67 100.00 Pike 39,961 15,207 $14,040 $24,562 $30,697 24 97.73 3718.99 51.14 Pontotoc 29,004 10,992 $15,658 $32,055 $38,518 15.6 58.32 2210.18 82.68 Prentiss 25,707 9,883 $14,131 $28,446 $34,111 19 61.96 2381.88 76.51 Quitman 8,724 3,088 $10,817 $20,636 $25,407 34.9 21.55 762.76 63.98 Scott 28,850 10,380 $14,013 $26,686 $31,632 21.8 47.37 1704.14 71.37 Sharkey 5,556 1,839 $11,396 $22,285 $26,217 38.1 12.99 429.98 100.00 Simpson 28,034 10,247 $13,344 $28,343 $34,508 21.6 47.62 1740.59 85.05 Smith 15,809 5,943 $14,752 $30,840 $35,318 17.8 24.86 934.57 100.00 Stone 16,025 5,584 $14,693 $30,495 $39,735 18.1 35.98 1253.89 78.16 Tallahatchie 13,027 4,590 $10,749 $22,229 $27,493 28.9 20.23 712.82 78.55 Tishomingo 18,947 7,869 $15,395 $28,315 $33,674 18.9 44.67 1855.42 100.00 Union 27,212 10,511 $15,700 $32,682 $37,499 15.5 65.50 2530.04 75.03 Walthall 15,416 5,668 $12,563 $22,945 $30,752 25.2 38.18 1403.49 100.00 Warren 48,087 18,194 $17,527 $35,056 $39,825 21 81.97 3101.53 35.09 Washington 55,079 19,373 $13,430 $25,757 $27,452 35.8 76.08 2675.88 17.57 Wayne 20,755 7,700 $12,757 $25,918 $33,145 22.6 25.61 950.23 75.58 Webster 9,887 3,762 $14,109 $28,834 $33,014 21 23.40 890.46 100.00 Wilkinson 10,283 3,574 $10,868 $18,929 $26,759 31.6 15.20 528.14 100.00 Winston 19,575 7,354 $14,548 $28,256 $33,002 20.6 32.25 1211.63 75.72 Yalobusha 13,645 5,522 $14,953 $26,315 $31,094 21.8 29.21 1182.22 80.62 Yazoo 28,464 9,267 $12,062 $24,795 $30,087 34.5 30.96 1007.80 52.17 Montana Blaine 6,491 2,344 $12,101 $25,247 $32,605 24 1.54 55.46 100.00 Broadwater 4,704 1,874 $16,237 $32,689 $40,104 11.5 3.95 157.31 100.00 Carter 1,234 496 $13,280 $26,313 $34,070 11.8 0.37 14.86 100.00 Cascade 82,026 33,311 $17,566 $32,971 $42,528 13.6 30.40 1234.69 20.12 Chouteau 5,225 1,960 $14,851 $29,150 $40,588 16.2 1.32 49.34 100.00 Daniels 1,643 731 $16,055 $27,306 $34,239 12.2 1.15 51.24 100.00 Fallon 2,716 1,078 $16,014 $29,944 $47,099 9.6 1.68 66.53 100.00 Garfield 1,184 493 $13,930 $25,917 $35,585 15.4 0.25 10.57 100.00 Golden Valley 1,081 373 $13,573 $27,308 $33,753 20 0.92 31.78 100.00 Granite 2,821 1,197 $16,636 $27,813 $38,323 13.4 1.63 69.30 100.00 Judith Basin 2,014 822 $14,291 $29,241 $37,033 15 1.08 43.98 100.00 Liberty 1,725 663 $14,882 $30,284 $35,663 17.2 1.21 46.35 100.00 Lincoln 18,971 7,843 $13,923 $26,754 $33,383 20.1 5.25 217.11 78.48 McCone 1,676 686 $15,162 $29,718 $37,576 11.7 0.63 25.95 100.00 Meagher 1,868 780 $15,019 $29,375 $30,142 19.7 0.78 32.62 100.00 Mineral 3,862 1,583 $15,166 $27,143 $34,985 17.1 3.17 129.77 100.00 Musselshell 4,498 1,865 $15,389 $25,527 $34,318 18.1 2.41 99.91 100.00 Petroleum 436 185 $15,986 $24,107 $31,243 17 0.26 11.18 100.00 Phillips 3,904 1,565 $15,058 $28,702 $35,229 16.1 0.76 30.44 100.00 Powder River 1,694 674 $15,351 $28,398 $36,933 13 0.51 20.43 100.00 Prairie 1,064 477 $14,422 $25,451 $33,590 12.8 0.61 27.44 100.00 Richland 9,270 3,734 $16,006 $32,110 $49,838 11.2 4.45 179.17 44.09 Roosevelt 10,089 3,428 $11,347 $24,834 $32,671 25.7 4.28 145.51 46.91 Sanders 11,034 4,613 $14,593 $26,852 $30,250 17.6 3.99 167.02 100.00 Sheridan 3,283 1,398 $16,038 $29,518 $40,127 12.5 1.96 83.38 100.00 Sweet Grass 3,790 1,551 $17,880 $32,422 $44,424 10.2 2.04 83.61 100.00 Treasure 637 269 $14,392 $29,830 $38,296 11.4 0.65 27.44 100.00 Valley 6,892 2,822 $16,246 $30,979 $39,344 14.5 1.40 57.35 66.37 Wheatland 2,010 743 $11,954 $24,492 $30,486 19.1 1.41 52.21 100.00 Wibaux 866 345 $16,121 $28,224 $37,217 13.5 0.97 38.75 100.00 North Carolina Anson 25,162 9,172 $14,853 $29,849 $34,012 23.4 47.34 1725.43 71.20 Bladen 32,312 12,887 $14,735 $26,877 $29,043 24 36.93 1472.86 89.00 Cleveland 99,015 38,097 $17,395 $35,283 $39,049 17.5 213.11 8199.36 54.73 Davidson 158,166 62,443 $18,703 $38,640 $44,136 14.5 286.46 11309.11 56.76 Davie 40,971 16,141 $21,359 $40,174 $52,408 10.8 154.50 6086.86 77.72 Forsyth 343,028 139,000 $23,023 $42,097 $47,318 14.9 837.48 33935.99 8.83 Gaston 206,679 80,164 $19,225 $39,482 $46,265 15.1 580.21 22504.32 21.94 Mecklenburg 890,515 350,289 $27,352 $50,579 $57,293 10.9 1,692.11 66560.15 3.66 Richmond 46,005 17,698 $14,485 $28,830 $30,743 23.7 97.06 3733.91 43.27 Robeson 129,123 45,674 $13,224 $28,202 $31,499 30.4 136.09 4813.67 64.04 Rockingham 92,282 37,191 $17,120 $33,784 $38,267 16.2 162.92 6565.74 56.83 Rutherford 63,424 25,384 $16,270 $31,122 $36,866 16.8 112.43 4499.80 64.45 Scotland 36,508 13,597 $15,693 $31,010 $33,364 27.6 114.39 4260.44 51.62 Stokes 46,171 18,151 $18,130 $38,808 $42,958 14.9 102.18 4017.14 80.50 Transylvania 30,187 12,730 $20,767 $38,587 $42,608 12.4 79.78 3364.17 68.62 Union 193,255 67,769 $21,978 $50,638 $62,478 8.6 303.21 10632.66 50.83 Wake 866,410 334,137 $27,004 $54,988 $65,487 9.2 1,041.45 40164.35 11.42 Wayne 113,671 42,669 $17,010 $33,942 $39,934 18.3 205.71 7722.00 44.48 Yadkin 37,954 15,127 $18,576 $36,660 $42,774 13.8 113.11 4508.09 86.76 North Dakota Benson 6,953 2,334 $11,509 $26,688 $33,194 27.9 5.04 169.08 100.00 Billings 811 331 $16,186 $32,667 $44,715 11.4 0.70 28.71 100.00 Bottineau 6,338 2,630 $16,227 $29,853 $45,271 11.6 3.80 157.64 100.00 Burke 1,820 826 $14,026 $25,330 $43,693 10.4 1.65 74.89 100.00 Dickey 5,237 2,083 $15,846 $29,231 $41,557 12.9 4.63 184.19 100.00 Divide 1,986 879 $16,225 $30,089 $43,711 11.6 1.58 69.83 100.00 Eddy 2,388 988 $15,941 $28,642 $38,119 13.1 3.79 156.84 100.00 Foster 3,447 1,422 $17,928 $32,019 $44,090 9 5.43 223.91 100.00 Golden Valley 1,640 647 $14,173 $29,967 $39,109 13.2 1.64 64.57 100.00 Grant 2,415 1,019 $14,616 $23,165 $35,062 17.1 1.46 61.42 100.00 Griggs 2,359 1,008 $16,131 $29,572 $40,517 10.6 3.33 142.30 100.00 LaMoure 3,986 1,642 $17,059 $29,707 $46,843 11.3 3.47 143.17 100.00 McHenry 5,168 2,179 $15,140 $27,274 $37,710 13.7 2.76 116.26 100.00 McKenzie 5,674 2,137 $14,732 $29,342 $44,704 14.4 2.07 77.95 100.00 Mercer 7,854 3,047 $18,256 $42,269 $63,570 7.2 7.51 291.49 68.70 Mountrail 6,511 2,526 $13,422 $27,098 $41,551 14 3.57 138.52 100.00 Oliver 1,695 641 $16,271 $36,650 $50,353 10.2 2.34 88.60 100.00 Pierce 4,091 1,719 $14,055 $26,524 $36,065 12.3 4.02 168.86 38.61 Ransom 5,628 2,239 $18,219 $37,672 $49,093 9.6 6.52 259.49 100.00 Renville 2,245 935 $16,478 $30,746 $47,264 8.8 2.57 106.88 100.00 Rolette 13,657 4,551 $10,873 $26,232 $32,393 27.9 15.13 504.33 100.00 Sargent 4,048 1,653 $18,689 $37,213 $51,521 7.1 4.71 192.50 100.00 Sheridan 1,266 538 $13,283 $24,450 $32,549 17.9 1.30 55.39 100.00 Sioux 4,232 1,142 $7,731 $22,483 $29,137 37.8 3.87 104.35 100.00 Stutsman 20,394 8,374 $17,706 $33,848 $45,307 11.6 9.18 376.98 29.73 Towner 2,202 922 $17,605 $32,740 $48,023 10 2.15 89.97 100.00 Wells 4,191 1,820 $17,932 $31,894 $40,631 12.3 3.30 143.19 100.00 Nebraska Antelope 6,679 2,658 $14,601 $30,114 $37,307 13.8 7.79 310.17 100.00 Arthur 338 141 $15,810 $27,375 $35,208 10.4 0.47 19.69 100.00 Blaine 428 178 $12,323 $25,278 $31,090 19.2 0.60 25.00 100.00 Boone 5,446 2,147 $15,831 $31,444 $46,764 9.9 7.93 312.72 100.00 Boyd 2,090 874 $13,840 $26,075 $31,942 13.5 3.87 161.75 100.00 Butler 8,326 3,257 $16,394 $36,331 $44,853 9.5 14.27 558.18 69.37 Chase 3,629 1,484 $17,490 $32,351 $42,821 10.6 4.06 165.85 100.00 Dundy 2,002 830 $15,786 $27,010 $34,354 14.3 2.18 90.21 100.00 Frontier 2,584 991 $16,648 $33,038 $42,541 12.7 2.65 101.64 100.00 Garfield 1,710 735 $14,368 $27,407 $32,772 13.4 3.00 129.02 100.00 Grant 604 241 $14,815 $34,821 $37,935 10 0.78 31.04 100.00 Greeley 2,290 904 $13,731 $28,375 $35,576 13.5 4.02 158.58 100.00 Hamilton 9,300 3,471 $17,590 $40,277 $54,722 7.4 17.11 638.35 53.43 Hayes 1,005 410 $14,099 $26,667 $37,207 15.7 1.41 57.53 100.00 Hitchcock 2,836 1,178 $14,804 $28,287 $37,381 13.6 3.99 165.88 100.00 Hooker 736 317 $15,513 $27,868 $35,622 9.3 1.02 43.92 100.00 Keya Paha 836 351 $11,860 $24,911 $31,122 22.4 1.08 45.42 100.00 Knox 8,498 3,445 $13,971 $27,564 $34,296 15.4 7.67 310.88 100.00 Logan 735 299 $14,937 $33,125 $40,087 10.5 1.29 52.42 100.00 Loup 619 245 $12,427 $26,250 $30,938 17.7 1.09 43.03 100.00 McPherson 514 205 $13,055 $25,750 $37,225 12.9 0.60 23.91 100.00 Nuckolls 4,467 1,962 $15,608 $28,958 $32,931 13.2 7.76 341.02 100.00 Pawnee 2,602 1,133 $16,687 $29,000 $37,158 12.9 6.03 262.49 100.00 Perkins 2,884 1,151 $17,830 $34,205 $44,607 10.7 3.27 130.31 100.00 Polk 5,122 2,046 $17,934 $37,819 $47,605 7.8 11.67 466.13 100.00 Richardson 8,294 3,478 $16,460 $29,884 $37,937 10.9 14.99 628.68 54.96 Rock 1,508 648 $14,350 $25,795 $33,449 17.6 1.50 64.29 100.00 Sheridan 5,337 2,200 $14,844 $29,484 $34,992 15.6 2.19 90.13 100.00 Thayer 5,104 2,155 $17,043 $30,740 $39,355 10.9 8.88 375.00 100.00 Thomas 583 259 $15,335 $27,292 $34,833 13.2 0.82 36.35 100.00 Thurston 7,102 2,220 $10,951 $28,170 $35,638 28.2 18.03 563.83 100.00 Webster 3,508 1,475 $16,802 $30,026 $36,927 11.5 6.10 256.64 100.00 Wheeler 807 326 $14,355 $26,771 $33,551 18.7 1.40 56.69 100.00 New Mexico Catron 3,405 1,525 $13,951 $23,892 $29,127 20.7 0.49 22.02 100.00 De Baca 1,907 787 $14,065 $25,441 $29,340 18 0.82 33.84 100.00 Guadalupe 4,346 1,542 $11,241 $24,783 $27,913 23.7 1.43 50.90 56.53 Harding 684 309 $16,240 $26,111 $28,697 15.2 0.32 14.54 100.00 Hidalgo 4,910 1,781 $12,431 $24,819 $34,236 21.3 1.42 51.70 56.14 Lea 59,155 21,015 $14,184 $29,799 $45,813 15.5 13.47 478.37 22.11 Mora 5,052 1,965 $12,340 $24,518 $28,962 23 2.62 101.77 100.00 Rio Arriba 40,692 14,833 $14,263 $29,429 $38,578 17.2 6.95 253.23 60.30 Sierra 12,437 5,720 $15,023 $24,152 $27,580 23.9 2.98 136.83 32.02 Union 3,777 1,564 $14,700 $28,080 $34,218 16 0.99 40.83 100.00 Nevada Esmeralda 677 316 $18,971 $33,203 $40,299 14.3 0.19 8.80 100.00 Eureka 1,628 654 $18,629 $41,417 $55,090 10 0.39 15.66 100.00 Humboldt 17,763 6,335 $19,539 $47,147 $58,005 10.2 1.84 65.66 40.78 Lander 5,086 1,857 $16,998 $46,067 $61,938 9.9 0.93 33.81 37.95 Lincoln 4,898 1,830 $17,326 $31,979 $44,535 13.9 0.46 17.21 100.00 Mineral 4,684 2,033 $16,952 $32,891 $37,630 15.9 1.25 54.12 33.11 Nye 44,375 18,184 $17,962 $36,024 $43,463 15.8 2.45 100.21 57.19 Pershing 6,291 1,844 $16,589 $40,670 $53,651 18.1 1.04 30.55 100.00 Storey 4,341 1,875 $23,642 $45,490 $63,967 5.2 16.48 711.64 95.05 White Pine 9,199 3,291 $18,309 $36,688 $49,209 13.5 1.04 37.08 46.61 Ohio Gallia 30,912 12,030 $15,183 $30,191 $38,997 20.3 65.94 2566.23 74.83 Monroe 14,221 5,649 $15,096 $30,467 $40,089 15 31.22 1240.07 97.81 Oklahoma Adair 21,811 7,743 $11,185 $24,881 $29,809 22.9 37.89 1345.12 83.06 Alfalfa 5,637 2,025 $14,704 $30,259 $38,916 17 6.50 233.65 100.00 Beaver 5,248 2,005 $17,905 $36,715 $48,051 10.9 2.89 110.52 100.00 Beckham 21,136 7,830 $14,488 $27,402 $45,809 15.8 23.44 868.27 32.06 Blaine 12,659 4,404 $13,546 $28,356 $36,983 22.6 13.63 474.30 71.45 Caddo 29,024 10,534 $13,298 $27,347 $33,111 21.3 22.70 824.07 81.67 Carter 47,979 18,910 $15,511 $29,405 $39,360 16.4 58.24 2295.53 53.67 Cherokee 45,733 17,451 $13,436 $26,536 $32,296 25.3 60.89 2323.53 64.04 Choctaw 14,890 6,052 $12,296 $22,743 $27,774 24.7 19.24 782.02 62.71 Cimarron 2,556 1,022 $15,744 $30,625 $35,513 16.3 1.39 55.71 100.00 Comanche 111,772 38,811 $15,728 $33,867 $40,589 18.3 104.52 3629.37 21.06 Cotton 6,191 2,447 $14,626 $27,210 $44,923 16.8 9.72 384.33 59.42 Craig 15,132 5,674 $16,539 $30,997 $38,954 19.2 19.88 745.60 59.10 Custer 26,412 10,262 $15,584 $28,524 $40,013 18 26.77 1040.22 31.52 Delaware 40,425 16,219 $15,424 $27,996 $36,518 19.9 54.58 2189.87 85.25 Dewey 4,389 1,822 $15,806 $28,172 $40,060 12.9 4.39 182.18 100.00 Ellis 3,971 1,729 $16,472 $27,951 $41,204 12.4 3.23 140.65 100.00 Garfield 58,167 23,362 $17,457 $33,006 $42,893 16.7 54.96 2207.33 19.92 Garvin 27,247 10,918 $14,856 $28,070 $38,431 15.6 33.74 1352.07 66.18 Grady 51,066 19,421 $15,846 $32,625 $43,057 16.3 46.38 1763.98 62.86 Grant 4,450 1,805 $15,709 $28,977 $39,584 13.6 4.45 180.44 100.00 Greer 5,713 2,126 $14,053 $25,793 $32,660 23.2 8.94 332.45 47.20 Harmon 2,843 1,089 $13,464 $22,365 $29,456 27.5 5.29 202.56 100.00 Harper 3,290 1,412 $18,011 $33,705 $45,072 10.3 3.17 135.92 100.00 Haskell 12,152 4,768 $13,775 $24,553 $34,327 20.3 21.06 826.34 78.99 Hughes 13,625 5,145 $12,687 $22,621 $30,932 24.3 16.89 637.79 63.00 Jackson 25,236 9,426 $15,454 $30,737 $39,249 17.2 31.44 1174.28 26.31 Jefferson 6,219 2,466 $12,899 $23,674 $29,596 22.3 8.20 324.94 100.00 Kingfisher 14,300 5,385 $18,167 $36,676 $52,284 11.8 15.84 596.33 69.74 Kiowa 9,399 3,873 $14,231 $26,053 $32,075 19.2 9.26 381.73 64.93 Latimer 10,561 3,925 $12,842 $23,962 $34,598 17.5 14.62 543.54 73.71 Lincoln 32,153 12,224 $14,890 $31,187 $41,053 14.2 33.57 1276.32 91.73 Love 9,155 3,565 $16,648 $32,558 $41,399 14.2 17.76 691.75 100.00 Major 7,112 2,881 $17,272 $30,949 $43,895 9.8 7.43 301.08 100.00 Mayes 39,912 15,405 $15,350 $31,125 $37,044 17.3 60.83 2347.75 78.98 McClain 32,365 12,057 $18,158 $37,275 $52,822 10 56.81 2116.49 81.12 McIntosh 19,698 8,196 $16,410 $25,964 $30,076 20.8 31.77 1321.87 90.41 Murray 12,784 5,085 $16,084 $30,294 $40,268 16.8 30.57 1215.78 68.28 Muskogee 71,278 27,149 $14,828 $28,438 $34,727 19.7 87.58 3335.88 35.73 Noble 11,169 4,431 $17,022 $33,968 $42,503 13.7 15.26 605.41 51.81 Okfuskee 11,172 4,039 $12,746 $24,324 $30,527 23.7 17.88 646.48 71.41 Okmulgee 39,219 15,128 $14,065 $27,652 $37,460 20.3 56.27 2170.56 46.13 Ottawa 31,849 12,499 $14,478 $27,507 $34,873 19.6 67.57 2651.92 50.49 Pawnee 16,307 6,255 $15,261 $31,661 $39,489 15.8 28.64 1098.45 80.61 Payne 78,280 30,686 $15,983 $28,733 $39,364 18.7 114.05 4471.01 31.83 Pittsburg 45,115 17,631 $15,494 $28,679 $39,722 17.2 34.55 1350.07 55.91 Pontotoc 36,999 14,748 $14,664 $26,955 $34,465 19.4 51.41 2049.34 49.75 Pottawatomie 69,616 26,111 $15,972 $31,573 $42,013 16.5 88.38 3314.84 48.77 Pushmataha 11,710 4,729 $12,864 $22,127 $27,771 25.8 8.38 338.46 100.00 Roger Mills 3,404 1,417 $16,821 $30,078 $45,159 11.5 2.98 124.07 100.00 Seminole 24,200 9,313 $13,956 $25,568 $31,547 22 38.26 1472.37 62.22 Stephens 43,498 17,614 $16,357 $30,709 $43,581 13 49.77 2015.23 41.41 Texas 20,283 7,197 $15,692 $35,872 $44,775 12.2 9.96 353.31 51.02 Tillman 7,899 3,065 $14,270 $24,828 $31,463 21.9 9.06 351.55 51.06 Washington 50,452 20,807 $20,250 $35,816 $45,023 13.2 121.04 4992.01 20.01 Washita 11,709 4,609 $15,528 $29,563 $41,971 14.9 11.67 459.38 73.40 Woods 8,422 3,431 $17,487 $28,927 $38,676 16.6 6.55 266.70 39.83 Woodward 19,838 7,625 $16,734 $33,581 $49,087 12.8 15.97 613.75 37.41 Oregon Grant 6,916 2,833 $16,794 $32,560 $34,846 15.2 1.53 62.55 100.00 Lake 7,239 3,022 $16,136 $29,506 $36,215 17.9 0.89 37.14 61.02 Morrow 11,140 3,834 $15,802 $37,521 $50,173 14.2 5.48 188.64 53.86 Wallowa 6,760 2,849 $17,276 $32,129 $42,559 13.9 2.15 90.57 100.00 Wheeler 1,319 553 $15,884 $28,750 $32,231 16.8 0.77 32.27 100.00 Puerto Rico Adjuntas 18,338 5,666 $4,975 $9,888 NA NA 274.97 8496.17 42.06 Aguada 46,036 14,814 $6,100 $11,384 NA NA 1,488.54 47900.73 0.00 Aguadilla 67,491 23,041 $6,996 $11,476 NA NA 1,844.48 62969.14 0.00 Aguas Buenas 31,601 10,059 $7,034 $12,957 NA NA 1,033.89 32908.97 5.68 Aibonito 27,129 8,617 $6,579 $12,725 NA NA 867.04 27539.93 12.40 Arecibo 102,645 35,084 $7,290 $12,496 NA NA 814.72 27847.16 8.69 Arroyo 18,954 6,107 $5,797 $11,484 NA NA 1,260.15 40605.20 4.02 Ańasco 30,300 10,048 $6,613 $12,620 NA NA 771.51 25585.52 10.24 Barceloneta 23,106 7,772 $6,938 $11,706 NA NA 1,238.50 41656.98 1.55 Barranquitas 30,544 9,143 $4,978 $11,322 NA NA 892.61 26720.53 4.06 Bayamón 219,740 72,217 $9,234 $19,861 NA NA 4,951.07 162716.72 0.00 Cabo Rojo 53,849 19,691 $8,070 $13,580 NA NA 765.41 27988.88 21.44 Caguas 143,176 47,868 $8,632 $16,522 NA NA 2,440.16 81581.97 0.73 Camuy 39,851 12,955 $6,380 $13,168 NA NA 858.38 27903.93 12.65 Canóvanas 47,666 14,823 $5,917 $13,034 NA NA 1,451.14 45126.62 3.13 Carolina 187,438 64,077 $10,511 $21,236 NA NA 4,135.14 141361.92 0.19 Catańo 26,074 8,361 $8,369 $12,852 NA NA 5,404.08 173295.03 0.00 Cayey 47,193 15,565 $7,027 $13,452 NA NA 909.38 29991.99 8.29 Ceiba 17,802 5,667 $9,256 $16,440 NA NA 612.95 19511.17 5.03 Ciales 20,658 6,320 $5,634 $10,981 NA NA 309.96 9482.88 27.77 Cidra 48,548 15,041 $7,877 $15,557 NA NA 1,345.07 41673.65 5.56 Coamo 39,816 12,455 $6,102 $12,064 NA NA 510.18 15959.19 20.48 Comerío 19,276 6,099 $4,972 $10,892 NA NA 678.96 21483.58 14.79 Corozal 39,000 11,887 $5,394 $11,786 NA NA 915.74 27911.67 4.83 Culebra 2,138 806 $8,901 $17,008 NA NA 184.02 6935.19 100.00 Dorado 36,630 11,713 $8,765 $16,460 NA NA 1,570.18 50206.76 1.70 Fajardo 42,270 14,679 $7,852 $15,410 NA NA 1,415.07 49141.11 4.40 Florida 16,067 5,168 $5,164 $11,123 NA NA 1,057.44 34013.88 19.53 Guayama 45,298 14,549 $7,326 $12,112 NA NA 696.14 22359.33 9.60 Guayanilla 23,686 7,378 $5,954 $11,361 NA NA 559.14 17417.24 9.97 Guaynabo 102,956 35,080 $16,287 $26,211 NA NA 3,795.29 129316.69 0.14 Gurabo 43,764 14,012 $8,819 $16,451 NA NA 1,571.92 50328.04 3.66 Guánica 22,824 7,585 $5,204 $9,721 NA NA 615.06 20440.21 6.25 Hatillo 43,658 14,236 $6,773 $12,378 NA NA 1,044.88 34072.50 6.66 Hormigueros 17,648 6,179 $9,024 $16,745 NA NA 1,558.39 54563.51 0.64 Humacao 60,809 19,874 $7,677 $14,345 NA NA 1,358.25 44390.81 0.45 Isabela 48,134 16,224 $6,816 $11,685 NA NA 869.41 29303.74 3.99 Jayuya 18,343 5,377 $5,156 $11,220 NA NA 411.38 12060.26 34.00 Juana Díaz 53,223 15,745 $5,632 $12,892 NA NA 882.77 26115.76 8.30 Juncos 41,221 13,503 $6,369 $13,072 NA NA 1,550.48 50790.69 1.97 Lajas 28,027 9,627 $7,691 $11,384 NA NA 466.32 16016.97 24.87 Lares 37,961 12,133 $4,634 $9,685 NA NA 617.63 19741.03 24.19 Las Marías 12,216 3,939 $5,066 $9,472 NA NA 263.63 8501.62 65.49 Las Piedras 39,893 12,922 $6,427 $14,622 NA NA 1,177.34 38135.16 7.17 Loíza 33,778 9,980 $5,283 $11,200 NA NA 1,737.23 51326.25 0.52 Luquillo 20,561 6,824 $7,529 $13,631 NA NA 800.11 26554.57 5.38 Manatí 49,845 16,783 $7,502 $12,796 NA NA 1,103.65 37159.22 7.11 Maricao 6,310 1,972 $5,224 $9,243 NA NA 172.27 5382.46 53.48 Maunabo 12,668 3,988 $5,400 $11,638 NA NA 602.17 18956.86 7.76 Mayagüez 92,996 32,812 $8,003 $11,775 NA NA 1,197.89 42265.92 2.29 Moca 44,891 14,410 $5,664 $11,271 NA NA 892.70 28656.14 5.21 Morovis 32,995 9,682 $5,748 $12,090 NA NA 848.79 24906.99 7.78 Naguabo 24,342 8,073 $6,960 $11,461 NA NA 470.84 15616.05 9.61 Naranjito 29,901 8,978 $5,634 $12,484 NA NA 1,101.19 33062.78 0.00 Orocovis 24,870 7,415 $4,637 $9,945 NA NA 391.71 11678.75 27.75 Patillas 19,941 6,526 $5,950 $12,021 NA NA 427.04 13975.47 27.68 Peńuelas 29,575 8,557 $5,096 $12,194 NA NA 666.77 19292.65 12.76 Ponce 179,353 57,432 $7,276 $12,998 NA NA 1,563.38 50062.58 3.99 Quebradillas 28,129 9,179 $6,209 $12,210 NA NA 1,241.86 40525.11 4.51 Rincón 16,615 5,794 $6,610 $11,460 NA NA 1,163.43 40574.59 0.00 Río Grande 56,695 17,827 $7,347 $15,006 NA NA 933.61 29357.00 12.52 Sabana Grande 27,728 9,492 $6,164 $12,485 NA NA 772.67 26449.96 8.18 Salinas 32,241 10,560 $6,133 $11,391 NA NA 465.83 15258.03 9.08 San Germán 37,638 13,005 $7,944 $13,089 NA NA 690.49 23858.67 6.78 San Juan 422,665 159,023 $12,437 $17,367 NA NA 8,839.48 332574.79 0.00 San Lorenzo 44,842 14,363 $6,856 $12,226 NA NA 843.70 27022.89 14.27 San Sebastián 48,095 16,249 $5,681 $10,962 NA NA 682.45 23056.24 11.98 Santa Isabel 22,925 7,171 $5,903 $11,895 NA NA 671.53 21005.94 20.56 Toa Alta 81,959 24,891 $8,568 $20,134 NA NA 2,994.79 90950.65 0.00 Toa Baja 94,799 30,704 $8,666 $18,331 NA NA 4,092.87 132563.07 0.00 Trujillo Alto 87,083 27,772 $10,936 $21,980 NA NA 4,197.29 133859.02 0.00 Utuado 34,339 10,879 $5,086 $9,948 NA NA 302.68 9589.47 32.84 Vega Alta 39,723 12,468 $7,356 $13,495 NA NA 1,431.46 44929.98 3.48 Vega Baja 64,879 20,725 $7,279 $13,933 NA NA 1,413.74 45161.57 3.38 Vieques 9,252 3,383 $6,562 $9,331 NA NA 182.02 6656.48 14.47 Villalba 30,367 8,398 $5,176 $11,728 NA NA 856.77 23693.01 16.80 Yabucoa 40,559 12,617 $6,125 $12,292 NA NA 734.06 22835.65 5.49 Yauco 48,481 15,707 $6,434 $11,924 NA NA 711.42 23049.43 11.78 South Carolina Bamberg 15,307 5,609 $12,584 $24,007 $30,305 28 38.92 1426.31 55.54 Barnwell 22,872 8,840 $15,870 $28,591 $35,460 22 41.71 1611.88 84.24 Calhoun 14,583 5,710 $17,446 $32,736 $38,803 17.2 38.35 1501.82 100.00 Chester 32,618 12,330 $14,709 $32,425 $35,886 19.7 56.19 2123.95 67.42 Chesterfield 42,882 16,642 $14,233 $29,483 $34,492 20.6 53.70 2083.93 72.88 Clarendon 33,149 12,035 $13,998 $27,131 $32,725 25 54.59 1982.01 86.77 Darlington 67,031 25,713 $16,283 $31,087 $37,650 21.9 119.45 4582.20 53.93 Dillon 30,698 11,201 $13,272 $26,630 $30,935 23.9 75.83 2766.82 64.31 Dorchester 127,133 45,741 $18,840 $43,316 $60,254 10.1 221.21 7958.64 27.73 Fairfield 23,435 8,750 $14,911 $30,376 $35,880 21.7 34.13 1274.40 74.38 Kershaw 58,901 22,606 $18,360 $38,804 $44,446 13.9 81.10 3112.72 62.25 Lancaster 75,913 28,740 $16,276 $34,688 $39,898 16.9 138.28 5235.12 59.57 Lee 19,891 6,815 $13,896 $26,907 $30,876 27.6 48.48 1660.96 78.07 Lexington 248,518 95,907 $21,063 $44,659 $52,515 10.6 355.41 13715.61 33.76 Marion 33,843 12,669 $13,878 $26,526 $30,832 24.1 69.20 2590.55 58.38 Marlboro 28,704 10,417 $13,385 $26,598 $30,749 27.5 59.84 2171.46 47.71 McCormick 10,093 3,591 $14,770 $31,577 $37,676 19.5 28.07 998.72 100.00 Oconee 71,274 29,405 $18,965 $36,666 $42,668 16.1 113.96 4701.75 72.61 Orangeburg 90,336 33,707 $15,057 $29,567 $32,694 23.8 81.67 3047.23 67.39 Richland 364,001 136,251 $20,794 $39,961 $49,653 14.3 481.22 18012.72 12.00 Saluda 18,625 6,934 $16,328 $35,774 $40,295 16.7 41.16 1532.45 84.46 Sumter 104,148 37,539 $15,657 $33,278 $38,167 19.5 156.52 5641.58 37.83 York 217,448 80,703 $20,536 $44,539 $51,636 12 318.63 11825.34 34.90 South Dakota Aurora 2,867 1,101 $13,887 $29,783 $40,874 11.8 4.05 155.42 100.00 Bennett 3,393 1,058 $10,106 $25,313 $30,560 33.8 2.86 89.23 100.00 Bon Homme 7,079 2,573 $13,892 $30,644 $40,010 14.2 12.57 456.78 100.00 Buffalo 2,142 548 $5,213 $12,692 $19,182 37.7 4.55 116.48 100.00 Campbell 1,352 545 $14,117 $28,793 $36,665 11.6 1.84 74.04 100.00 Charles Mix 8,906 3,171 $11,502 $26,060 $31,548 22.8 8.11 288.90 100.00 Clark 3,436 1,319 $15,597 $30,208 $40,536 12.9 3.59 137.66 100.00 Corson 4,136 1,266 $8,615 $20,654 $27,591 34.9 1.67 51.20 100.00 Custer 7,811 3,194 $17,945 $36,303 $42,952 10.3 5.01 205.06 100.00 Day 5,526 2,298 $15,856 $30,227 $38,189 13.5 5.37 223.40 100.00 Deuel 4,276 1,765 $15,977 $31,788 $44,641 9.4 6.86 283.11 100.00 Dewey 5,931 1,842 $9,251 $23,272 $31,716 27.5 2.58 80.01 100.00 Douglas 2,945 1,119 $13,827 $28,478 $40,054 13.2 6.79 258.13 100.00 Edmunds 4,034 1,532 $16,149 $32,205 $53,372 11.3 3.52 133.77 100.00 Fall River 7,145 2,981 $17,048 $29,631 $35,823 15 4.11 171.31 51.10 Faulk 2,255 869 $14,660 $30,237 $40,976 13.4 2.25 86.86 100.00 Gregory 4,084 1,719 $13,656 $22,732 $31,030 17.7 4.02 169.20 100.00 Haakon 1,819 717 $16,780 $29,894 $39,781 11.1 1.00 39.57 100.00 Hamlin 5,660 2,076 $16,982 $33,851 $47,147 10.7 11.17 409.58 100.00 Hand 3,274 1,339 $18,735 $32,377 $43,150 10.2 2.28 93.21 100.00 Hanson 3,609 1,297 $14,778 $33,049 $51,048 7.6 8.30 298.30 100.00 Harding 1,145 442 $12,794 $25,000 $36,549 12.3 0.43 16.54 100.00 Hutchinson 7,250 2,870 $15,922 $30,026 $41,976 12.2 8.92 353.14 100.00 Hyde 1,424 579 $16,356 $31,103 $39,102 13.1 1.65 67.31 100.00 Jackson 2,711 873 $9,981 $23,945 $28,119 32.4 1.45 46.73 100.00 Jerauld 1,982 852 $16,856 $30,690 $39,198 14.1 3.74 160.69 100.00 Jones 1,024 431 $15,896 $30,288 $36,824 14.5 1.06 44.40 100.00 Lyman 3,811 1,362 $13,862 $28,509 $36,466 21.6 2.32 83.05 100.00 Marshall 4,320 1,730 $15,462 $30,567 $39,006 13.3 5.16 206.57 100.00 McCook 5,671 2,139 $16,374 $35,396 $45,644 8.6 9.87 372.36 100.00 McPherson 2,480 1,058 $12,748 $22,380 $31,709 15.4 2.18 93.07 100.00 Mellette 1,982 652 $10,362 $23,219 $28,866 34.3 1.52 49.89 100.00 Miner 2,435 1,030 $15,155 $29,519 $39,067 11.8 4.27 180.61 100.00 Perkins 2,900 1,237 $15,734 $27,750 $34,673 15 1.01 43.06 100.00 Potter 2,123 891 $17,417 $30,086 $41,305 10.6 2.45 102.81 100.00 Roberts 9,851 3,623 $13,428 $28,322 $36,451 18.1 8.95 329.01 100.00 Sanborn 2,447 947 $18,301 $33,375 $42,988 13.5 4.30 166.39 100.00 Shannon 13,637 3,029 $6,286 $20,916 $25,867 46 6.51 144.66 76.21 Sully 1,356 542 $17,407 $32,500 $46,373 8.2 1.35 53.83 100.00 Todd 10,167 2,779 $7,714 $20,035 $27,236 40.1 7.32 200.22 100.00 Tripp 5,681 2,234 $13,776 $28,333 $35,875 18.5 3.52 138.43 49.44 Turner 8,366 3,332 $17,343 $36,059 $48,157 8 13.56 540.13 100.00 Walworth 5,238 2,196 $15,492 $27,834 $37,410 16.1 7.40 310.31 43.19 Ziebach 2,542 746 $7,463 $18,063 $25,592 54.4 1.30 38.00 100.00 Tennessee Bledsoe 13,142 4,688 $13,889 $28,982 $33,640 23.9 32.34 1153.90 100.00 Cannon 13,804 5,377 $16,405 $32,809 $40,527 15.3 51.96 2024.12 100.00 Clay 7,794 3,307 $13,320 $23,958 $28,831 21.4 33.01 1400.53 100.00 DeKalb 18,694 7,509 $17,217 $30,359 $37,016 19.7 61.38 2465.29 80.13 Dyer 37,600 14,902 $16,451 $32,788 $39,484 17.7 73.65 2919.17 41.65 Fentress 17,667 7,152 $12,999 $23,238 $28,547 23.5 35.43 1434.27 100.00 Gibson 49,257 19,947 $16,320 $31,105 $36,782 17.1 81.73 3309.84 48.43 Hancock 6,693 2,734 $11,986 $19,760 $23,526 30.8 30.11 1229.92 100.00 Haywood 19,024 7,282 $14,669 $27,671 $32,860 21.9 35.68 1365.73 48.02 Houston 8,137 3,243 $15,614 $29,968 $34,131 19.6 40.64 1619.56 100.00 Jackson 10,847 4,416 $15,020 $26,502 $31,276 22.4 35.12 1429.74 100.00 Lake 7,323 2,216 $10,794 $21,995 $26,739 37.8 44.81 1356.07 100.00 Lauderdale 26,692 9,413 $13,682 $29,751 $32,679 23.6 56.74 2000.80 55.57 Marshall 29,731 11,428 $17,749 $38,457 $41,157 14.4 79.21 3044.67 61.48 Perry 7,753 3,098 $16,969 $28,061 $33,179 19 18.69 746.64 100.00 Pickett 4,801 2,027 $14,681 $24,673 $29,422 19.8 29.47 1244.31 100.00 Scott 22,039 8,576 $12,927 $24,093 $28,422 24.8 41.42 1611.72 82.80 Wayne 16,614 5,829 $14,472 $26,576 $32,471 20.7 22.64 794.18 100.00 Texas Armstrong 2,123 800 $17,151 $38,194 $47,097 10 2.32 87.52 100.00 Atascosa 43,877 14,571 $14,276 $33,081 $41,883 18.2 35.61 1182.61 62.09 Austin 26,851 9,944 $18,140 $38,615 $49,721 10.6 41.15 1523.71 65.64 Bailey 6,279 2,225 $12,979 $27,901 $33,331 17.4 7.60 269.19 37.29 Bandera 20,303 8,114 $19,635 $39,013 $48,688 13.2 25.64 1024.89 100.00 Baylor 3,737 1,633 $16,384 $24,627 $32,236 18 4.29 187.58 50.32 Blanco 9,082 3,573 $19,721 $39,369 $49,446 10.6 12.77 502.39 100.00 Borden 593 238 $18,364 $29,205 $44,822 9 0.66 26.52 100.00 Bowie 92,283 34,154 $17,357 $33,001 $39,531 19.3 103.94 3846.72 33.90 Brewster 9,331 3,867 $15,183 $27,386 $34,189 17.1 1.51 62.44 36.22 Briscoe 1,462 589 $14,218 $29,917 $34,442 15.3 1.62 65.41 100.00 Calhoun 20,406 7,347 $17,125 $35,849 $43,123 15.7 39.83 1434.12 53.34 Callahan 13,533 5,311 $15,204 $32,463 $41,493 14.7 15.06 591.07 75.05 Camp 12,666 4,775 $16,500 $31,164 $38,435 17.1 64.13 2417.64 64.23 Carson 6,251 2,381 $19,368 $40,285 $50,493 8.5 6.77 257.92 97.09 Cass 29,284 11,724 $15,777 $28,441 $36,378 18.2 31.24 1250.76 81.81 Castro 7,129 2,381 $14,457 $30,619 $36,748 19.9 7.94 265.04 47.44 Childress 7,536 2,436 $12,452 $27,457 $33,634 25.4 10.61 342.92 20.01 Clay 10,888 4,290 $16,361 $35,738 $48,445 11 9.92 390.73 74.06 Cochran 2,977 1,050 $13,125 $27,525 $34,388 22.3 3.84 135.39 100.00 Coke 3,480 1,385 $16,734 $29,085 $35,848 15 3.87 154.11 100.00 Collingsworth 2,985 1,202 $15,318 $25,438 $31,486 20.4 3.25 130.82 100.00 Colorado 20,734 7,753 $16,910 $32,425 $39,441 17.9 21.53 805.09 64.20 Concho 3,610 958 $15,727 $31,313 $37,505 25.4 3.64 96.67 100.00 Cooke 38,407 14,416 $17,889 $37,649 $49,705 11.9 43.96 1650.14 58.48 Cottle 1,617 696 $16,212 $25,446 $29,462 21.3 1.79 77.28 100.00 Crane 4,017 1,369 $15,374 $32,194 $50,114 10.6 5.11 174.29 9.46 Crosby 6,192 2,206 $14,445 $25,769 $33,294 23.6 6.88 245.29 100.00 Dallam 6,267 2,340 $13,653 $27,946 $37,192 13.6 4.16 155.50 26.88 Dawson 13,692 4,291 $15,011 $28,211 $40,590 21.7 15.18 475.67 21.33 DeWitt 19,596 7,083 $14,780 $28,714 $40,225 19.3 21.55 779.08 59.63 Dickens 2,450 867 $13,156 $25,898 $30,343 26.8 2.71 95.84 100.00 Dimmit 9,758 3,140 $9,765 $21,917 $27,895 33.4 7.33 235.95 42.73 Donley 3,850 1,564 $15,958 $29,006 $35,875 17.4 4.14 168.21 100.00 Duval 12,033 3,991 $11,324 $22,416 $33,127 26.5 6.71 222.60 51.47 Eastland 18,186 7,280 $14,870 $26,832 $35,258 18.9 19.64 786.12 64.75 Ector 131,941 47,718 $15,031 $31,152 $46,868 15.5 146.43 5295.84 7.86 Edwards 1,952 726 $12,691 $25,298 $31,434 22.2 0.92 34.24 100.00 Falls 16,900 5,930 $14,311 $26,589 $32,844 24.2 21.97 771.03 63.27 Fisher 3,912 1,615 $15,120 $27,659 $34,838 15.6 4.34 179.18 100.00 Floyd 6,455 2,270 $14,206 $26,851 $32,794 21.9 6.51 228.80 52.44 Foard 1,361 561 $14,799 $25,813 $30,176 17.5 1.93 79.44 100.00 Franklin 11,001 4,349 $17,563 $31,955 $39,830 15.4 38.51 1522.45 94.84 Freestone 18,923 6,977 $16,338 $31,283 $41,153 14.5 21.57 795.21 66.50 Frio 16,163 4,703 $16,069 $24,504 $31,072 28.2 14.27 415.09 29.75 Gaines 15,081 4,896 $13,088 $30,432 $40,489 17.2 10.04 325.91 56.51 Garza 4,628 1,602 $12,704 $27,206 $37,815 22.1 5.17 178.83 37.86 Glasscock 1,212 408 $18,279 $35,655 $52,364 9 1.35 45.27 100.00 Goliad 7,152 2,723 $17,126 $34,201 $45,273 14.2 8.38 319.07 100.00 Gray 22,248 8,597 $16,702 $31,368 $44,888 14.7 23.97 926.16 17.04 Gregg 117,528 45,001 $18,449 $35,006 $45,792 14.1 428.89 16422.07 19.43 Hale 35,234 11,503 $13,655 $31,280 $35,802 19.1 35.07 1145.01 25.81 Hansford 5,280 1,989 $17,408 $35,438 $45,291 12 5.74 216.29 44.74 Hardeman 3,984 1,653 $16,824 $28,312 $34,007 17.6 5.73 237.71 41.26 Hartley 5,162 1,482 $18,067 $46,327 $54,316 10.4 3.53 101.37 45.11 Haskell 5,216 2,201 $14,918 $23,690 $32,817 22.2 5.78 243.75 61.18 Hemphill 3,472 1,321 $16,929 $35,456 $56,489 8.7 3.82 145.22 100.00 Hill 35,637 13,489 $15,514 $31,600 $38,020 16.3 37.03 1401.67 78.51 Hockley 22,205 7,803 $15,022 $31,085 $42,371 17.6 24.45 859.14 39.82 Houston 22,698 8,094 $14,525 $28,119 $33,272 26.1 18.44 657.60 73.86 Howard 32,537 11,041 $15,027 $30,805 $38,661 21.2 36.04 1222.93 23.89 Hudspeth 3,137 1,032 $9,549 $21,045 $26,625 30.1 0.69 22.58 100.00 Hutchinson 21,512 8,370 $17,317 $36,588 $49,548 11.7 24.24 943.20 22.86 Jackson 14,146 5,249 $16,693 $35,254 $44,278 13.4 17.05 632.81 61.45 Jasper 34,374 12,979 $15,636 $30,902 $38,264 20.5 36.67 1384.54 79.56 Jeff Davis 2,275 923 $18,846 $32,212 $42,055 12.2 1.00 40.74 100.00 Jim Hogg 5,016 1,725 $12,185 $25,833 $33,104 22.8 4.42 151.82 22.01 Jones 19,197 5,674 $13,656 $29,572 $37,797 23.6 20.62 609.42 78.34 Karnes 15,051 4,363 $13,603 $26,526 $33,394 27.5 20.06 581.55 54.08 Kenedy 388 129 $17,959 $25,000 $29,587 16.4 0.27 8.88 100.00 Kent 708 289 $17,626 $30,433 $35,804 11.4 0.78 32.06 100.00 King 281 88 $12,321 $35,625 $44,939 12.3 0.31 9.60 100.00 Kinney 3,233 1,250 $15,350 $28,320 $35,576 21.5 2.37 91.65 100.00 Kleberg 30,739 10,638 $13,542 $29,313 $36,659 24.2 35.29 1221.35 18.25 Knox 3,393 1,333 $13,443 $25,453 $31,469 21.1 4.00 157.02 100.00 La Salle 5,861 1,819 $9,692 $21,857 $29,778 29.1 3.94 122.20 33.58 Lamar 49,286 19,357 $17,000 $31,609 $37,104 17.4 53.76 2111.36 43.80 Lamb 13,585 4,951 $15,169 $27,898 $35,137 21.3 13.37 487.23 56.96 Lavaca 18,652 7,437 $16,398 $29,132 $43,814 13.1 19.23 766.83 83.21 Leon 16,859 6,829 $17,599 $30,981 $41,212 14.8 15.73 637.04 100.00 Lipscomb 2,981 1,179 $16,328 $31,964 $46,490 12.2 3.20 126.48 100.00 Live Oak 11,247 3,861 $15,886 $32,057 $43,376 17.8 10.85 372.61 83.60 Loving 42 19 $24,084 $40,000 $50,221 14.3 0.06 2.79 100.00 Lynn 5,783 2,089 $14,090 $26,694 $35,256 19.6 6.48 234.22 55.52 Madison 13,382 4,071 $14,056 $29,418 $36,650 21.8 28.49 866.92 67.69 Marion 10,544 4,438 $14,535 $25,347 $31,510 21.6 27.66 1164.17 100.00 Martin 4,513 1,556 $15,647 $31,836 $43,492 15.9 4.93 170.06 49.05 Maverick 52,279 14,472 $8,758 $21,232 $29,787 26.5 40.84 1130.57 12.25 McMullen 837 352 $22,258 $32,500 $40,033 13.6 0.75 31.64 100.00 Medina 44,275 14,529 $15,210 $36,063 $44,632 16.8 33.35 1094.27 59.72 Milam 24,892 9,433 $16,920 $33,186 $41,290 16.5 24.48 927.78 54.66 Mitchell 9,230 2,695 $14,043 $25,399 $35,837 26.2 10.14 296.18 53.60 Moore 20,308 6,873 $15,214 $34,852 $43,377 13.6 22.57 763.98 18.73 Morris 12,915 5,182 $15,612 $29,011 $36,929 17.6 50.74 2035.92 80.77 Motley 1,260 524 $16,584 $28,348 $34,551 19 1.27 52.96 100.00 Navarro 49,456 18,118 $15,266 $31,268 $40,730 18.5 49.08 1798.02 50.72 Newton 13,752 5,108 $13,381 $28,500 $35,524 22.3 14.74 547.63 100.00 Nolan 14,879 5,809 $14,077 $26,209 $36,026 20.7 16.32 636.93 28.29 Ochiltree 9,613 3,496 $16,707 $38,013 $51,680 12 10.48 380.98 17.78 Panola 23,084 8,949 $15,439 $31,909 $42,917 13.9 28.82 1117.36 75.72 Parmer 9,224 3,046 $14,184 $30,813 $40,346 14.2 10.46 345.43 62.70 Pecos 16,307 5,002 $12,212 $28,033 $37,283 20.5 3.42 105.00 40.11 Polk 46,144 16,983 $15,834 $30,495 $36,930 15.5 43.64 1606.35 89.16 Potter 120,918 43,402 $14,947 $29,492 $36,988 22.5 132.99 4773.43 6.92 Presidio 7,467 2,564 $9,558 $19,860 $27,490 21.3 1.94 66.50 53.23 Real 2,875 1,162 $14,321 $25,118 $31,677 18.8 4.11 165.95 100.00 Red River 12,955 5,264 $15,058 $27,558 $32,902 18.8 12.34 501.23 76.89 Reeves 11,062 3,449 $10,811 $23,306 $31,057 27.5 4.20 130.85 24.21 Roberts 833 343 $20,923 $44,792 $63,265 6.7 0.90 37.09 100.00 Robertson 15,693 6,018 $14,714 $28,886 $37,219 20.5 18.36 704.25 76.49 Sabine 10,062 4,319 $15,821 $27,198 $33,443 15.6 20.52 881.00 100.00 San Augustine 8,576 3,469 $15,548 $27,025 $30,306 24.2 16.25 657.22 100.00 San Jacinto 24,882 9,701 $16,144 $32,220 $40,606 19.1 43.60 1699.92 100.00 San Saba 5,881 2,177 $15,309 $30,104 $35,739 21.2 5.18 191.90 61.71 Scurry 15,973 5,613 $15,871 $31,646 $42,565 18.3 17.70 621.90 28.80 Shackelford 3,105 1,215 $16,341 $30,479 $43,294 11.5 3.40 132.93 100.00 Shelby 26,529 10,143 $15,186 $29,112 $35,154 23.5 33.41 1277.27 80.79 Sherman 2,930 1,038 $17,210 $33,179 $42,684 14.2 3.17 112.49 100.00 Stephens 9,585 3,634 $15,475 $29,583 $38,168 17.5 10.71 406.22 39.79 Stonewall 1,440 604 $16,094 $27,935 $37,325 16.7 1.57 65.74 100.00 Terrell 924 377 $13,721 $24,219 $30,359 20.3 0.39 15.99 100.00 Terry 12,135 4,103 $13,860 $28,090 $32,788 25 13.64 461.11 28.13 Throckmorton 1,667 688 $17,719 $28,277 $34,865 14.3 1.83 75.36 100.00 Titus 29,793 10,135 $15,501 $32,452 $40,295 15.2 72.57 2468.68 54.61 Tyler 20,470 7,621 $15,367 $29,808 $36,730 20.2 22.18 825.73 88.15 Upshur 38,331 14,441 $16,358 $33,347 $42,947 14.5 65.23 2457.50 79.82 Upton 3,149 1,154 $14,274 $28,977 $43,137 14.8 2.54 92.91 100.00 Uvalde 26,461 8,722 $12,557 $27,164 $33,121 23.8 17.00 560.37 37.27 Van Zandt 52,197 19,770 $16,930 $35,029 $42,802 15.5 61.51 2329.55 80.20 Victoria 86,755 30,993 $18,379 $38,732 $46,104 15.4 98.31 3511.91 25.93 Walker 64,212 19,059 $14,508 $31,468 $38,244 23.5 81.54 2420.40 48.18 Ward 10,549 3,851 $14,393 $29,386 $42,595 16.4 12.63 460.88 31.52 Washington 32,244 12,042 $17,384 $36,760 $46,210 13.6 52.93 1976.58 58.53 Wheeler 4,772 1,931 $16,083 $31,029 $43,124 12 5.22 211.19 100.00 Wilbarger 13,782 5,206 $16,520 $29,500 $38,536 15.9 14.19 536.14 21.58 Willacy 20,600 5,748 $9,421 $22,114 $29,079 30.6 34.52 963.25 54.85 Wilson 40,398 13,747 $17,253 $40,006 $54,206 11.1 50.06 1703.49 83.88 Winkler 6,675 2,409 $13,725 $30,591 $45,917 14.5 7.94 286.46 18.92 Wood 42,461 16,843 $17,702 $32,885 $41,529 14.5 65.30 2590.27 82.45 Young 17,579 7,016 $16,710 $30,499 $39,898 15.2 19.06 760.65 33.80 Zapata 13,847 4,464 $10,486 $24,635 $32,249 26.2 13.89 447.82 42.99 Zavala 11,678 3,422 $10,034 $16,844 $23,083 33.5 8.99 263.53 38.18 Utah Carbon 19,549 7,120 $15,325 $34,036 $45,621 13.3 13.22 481.59 42.48 Daggett 938 350 $15,511 $30,833 $44,963 7.9 1.34 50.17 100.00 Duchesne 16,861 5,372 $12,326 $31,298 $51,616 12.4 5.21 165.91 78.96 Emery 10,510 3,359 $14,243 $39,850 $48,569 12 2.36 75.45 100.00 Garfield 4,658 1,562 $13,439 $35,180 $43,312 10.9 0.90 30.19 100.00 Grand 9,589 3,893 $17,356 $32,387 $38,540 14.2 2.60 105.75 28.11 Kane 6,577 2,432 $15,455 $34,247 $45,337 10 1.65 60.93 68.83 Millard 12,082 3,755 $13,408 $36,178 $46,823 12.7 1.83 56.98 75.85 Piute 1,404 492 $12,697 $29,625 $36,139 16.7 1.85 64.94 100.00 Rich 2,205 734 $16,267 $39,766 $53,159 9 2.14 71.39 100.00 San Juan 15,055 4,292 $10,229 $28,137 $38,827 28.1 1.93 54.88 82.90 Uintah 29,885 9,628 $13,571 $34,518 $57,769 10.1 6.68 215.04 53.09 Wayne 2,589 933 $15,392 $32,000 $40,524 13 1.05 37.91 100.00 Virginia Amelia 12,808 4,764 $18,858 $40,252 $49,180 9.6 35.90 1335.11 100.00 Appomattox 14,501 5,641 $18,086 $36,507 $43,529 13 43.46 1690.40 100.00 Bath 4,544 1,848 $23,092 $35,013 $42,446 9.6 8.54 347.46 100.00 Bedford city 6,312 2,525 $15,423 $28,792 $36,559 18 916.38 36660.94 0.00 Craig 5,087 2,061 $17,322 $37,314 $45,703 11.2 15.39 623.51 100.00 Highland 2,426 1,073 $15,976 $29,732 $38,088 12.8 5.83 258.10 100.00 Surry 7,128 2,717 $16,682 $37,558 $52,004 11.6 25.54 973.51 100.00 Virgin Islands St. Croix Island 53,234 19,455 $11,868 $21,401 NA NA 642.31 23474.00 11.98 St. John Island 4,197 1,735 $18,012 $32,482 NA NA 213.98 8845.81 35.82 St. Thomas Island 51,181 19,458 $14,061 $26,893 NA NA 1,638.46 62290.87 3.94 Washington Asotin 21,420 8,705 $17,748 $33,524 $41,275 16.3 33.71 1370.15 6.86 Ferry 7,353 2,850 $15,019 $30,388 $34,948 21.1 3.34 129.31 100.00 Wisconsin Buffalo 13,741 5,496 $18,123 $37,200 $47,198 10 20.08 802.93 100.00 Burnett 16,196 6,819 $17,712 $34,218 $41,276 14.1 19.71 830.02 100.00 Crawford 16,885 6,519 $16,833 $34,135 $41,646 12 29.48 1138.27 67.77 Lafayette 15,871 6,112 $16,811 $37,220 $47,796 9.2 25.05 964.63 100.00 Menominee 4,571 1,353 $10,625 $29,440 $34,042 25.2 12.77 377.88 100.00 Pepin 7,357 2,833 $18,288 $37,609 $49,943 9.7 31.67 1219.83 100.00 Trempealeau 27,790 11,088 $17,681 $37,889 $48,650 9.6 37.86 1510.49 100.00 Vernon 29,090 11,219 $15,859 $33,178 $43,402 14.4 36.60 1411.39 84.29 West Virginia Calhoun 7,212 2,934 $11,491 $21,578 $26,023 21.3 25.70 1045.35 100.00 Clay 10,075 3,948 $12,021 $22,120 $28,342 24.7 29.42 1153.06 100.00 Doddridge 7,201 2,774 $13,507 $26,744 $32,226 21.3 22.47 865.76 100.00 Hardy 13,591 5,587 $15,859 $31,846 $35,530 13.9 23.30 957.68 100.00 Pleasants 7,150 2,753 $16,920 $32,736 $42,474 13.2 54.69 2105.75 56.00 Webster 9,394 3,892 $12,284 $21,055 $26,037 27.9 16.90 700.10 100.00 Wyoming Big Horn 11,322 4,263 $15,086 $32,682 $44,304 11.4 3.61 135.88 100.00 Crook 6,457 2,529 $17,379 $35,601 $54,434 7.5 2.26 88.48 100.00 Natrona 73,129 29,458 $18,913 $36,619 $51,486 8.8 13.69 551.66 15.13 Sublette 8,456 3,388 $20,056 $39,044 $72,079 4.7 1.73 69.39 100.00 Weston 7,022 2,791 $17,366 $32,348 $50,412 9.2 2.93 116.41 57.04 Technical Notes: 1) We examine a total of 3,230 counties or county equivalent areas, including 3,141 counties in the States and District of Columbia, 78 Municipal areas in Puerto Rico and 11 Municipal areas in American Samoa, Guam, Northern Mariana Islands and the U.S. Virgin Islands. We exclude two county equivalent areas in the Northern Mariana Islands (Rose Island Municipality and Northern Mariana Islands Municipality) due to data irregularities. As we work to improve our data, we anticipate that we will have a more precise identification of unserved areas. See supra Part III.B.2.a. & note 69. 2) We base our analysis on the most recent Census Bureau data available. We rely on Census Bureau 2008 population estimates for 3,140 counties in the 50 States and the District of Columbia, and 78 Municipalities in Puerto Rico. We rely on Census Bureau 2000 population estimates for a single county in Alaska and the 11 Municipal areas in American Samoa, Guam, Northern Mariana Islands and the U.S. Virginia Islands. See CENSUS BUREAU, POPULATION ESTIMATES DATA SETS, http://www.census.gov/popest/datasets.html (last visited Mar. 24, 2010). 3) We estimate households for 2008 by assuming that the relationship between household size and population size in each area has not changed between 2000 and 2008. Specifically, Households2008 = Population2008 /Household Size 2000, where Household Size2000= Population2000/Households2000. For the 12 counties in which we do not have 2008 population estimates, we use Households based upon the 2000 Census. See, e.g., CENSUS BUREAU, CENSUS 2000 SUMMARY FILE 1 (SF 1) 100-PERCENT DATA, http://factfinder.census.gov/servlet/DownloadDatasetServlet?_lang=en (last visited Mar. 24, 2010) (2000 Census Data). 4) We report two Income measures, Per Capita Income and Median Household Income. Per Capita Income and Median Household Income in 1999 dollars are reported for all county or county equivalent areas in the Census 2000 Summary File 3. See, e.g., CENSUS BUREAU, CENSUS 2000 SUMMARY FILE 3, http://www.census.gov/Press-Release/www/2002/sumfile3.html (last visited Mar. 24, 2010). Median Household Income in 2008 dollars is available for 3,139 county or county equivalent areas. We do not have Median Household Income in 2008 for one county in Alaska and Hawaii, and all of the U.S. territories. See CENSUS BUREAU, SMALL AREA INCOME AND POVERTY ESTIMATES: STATE AND COUNTY ESTIMATES FOR 2008, http://www.census.gov/did/www/saipe/data/statecounty/data/2008.html (last visited Mar. 24, 2010). 5) Proportion of Population Living in Poverty in 2008 is reported by the Census Bureau for 3,139 of the 3,230 county or county equivalent areas. Id. 6) Household density is defined as the ratio of households to the total land area in the county. Population Density is defined as the ratio of population to the total land area in the area. These estimates are based upon the most recent Census Bureau data available. See supra Technical Notes 2 and 3. 7) Rural Housing Proportion is defined as the number of housing units categorized as rural by the Census Bureau divided by the total number of housing units in the county. See 2000 Census Data; supra Technical Note 3. APPENDIX D Commission’s Report on High-Speed Services for Internet Access: Status as of December 31, 2008 STATEMENT OF CHAIRMAN JULIUS GENACHOWSKI Re: Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, as Amended by the Broadband Data Improvement Act; A National Broadband Plan for Our Future, GN Docket Nos. 09-137, 09-51, Sixth Broadband Deployment Report Broadband is critical 21st century infrastructure, to which every American household and small business must have access to maximize our nation’s economic growth, catalyze investment, spur job creation, and ensure our global competitiveness. Accordingly, Congress has instructed the FCC to periodically determine whether broadband is being deployed in a reasonable and timely fashion to all Americans. The report we release today uses new data and improved analysis to take an honest look at the current state of broadband in America. Consistent with the findings of the National Broadband Plan, the report points out the great broadband successes in the United States, including as many as 290 million Americans who have gained access to broadband over the past decade. But the statute requires more. It requires the agency to reach a conclusion about whether all—not some, not most—Americans are being served in a reasonable and timely fashion. In other words, it requires a conclusion about whether the United States is on the road to achieving truly universal broadband availability, of the kind that our country achieved in the previous century with respect to traditional telephone service. On Congress’s question of universality—whether all Americans are on track to being served—the best available data shows that between 14 and 24 million Americans live in areas where they cannot get broadband. These are mostly expensive-to-serve areas with low population density. Without substantial reforms to the agency’s universal service programs, these areas will continue to be unserved, denied access to the transformative power of broadband. So, taking account of the millions of Americans who, despite years of waiting, still have little prospect of getting broadband deployed to their homes, we must conclude that broadband is not being deployed to all Americans in a reasonable and timely fashion. Fortunately, the National Broadband Plan has charted a course to accelerate broadband investment and help ensure that all Americans can connect to the vital infrastructure of the 21st century. These policies include reforming the Universal Service Fund to support broadband through public-private partnerships, without increasing the projected size of the Fund; unleashing additional spectrum to enable build out of mobile broadband networks; removing red tape and barriers to infrastructure investment; and collecting better data on broadband availability, penetration, pricing, and performance to help policymakers and consumers alike. As a unanimous Commission held in its Joint Statement on Broadband earlier this year: “Working to make sure that America has world-leading high-speed broadband networks—both wired and wireless—lies at the very core of the FCC’s mission in the 21st century.” As numerous studies show, America is behind where it needs to be on broadband to maintain its global competitiveness and drive economic growth. Today’s report is a reminder that we must move swiftly to implement the recommendations of the National Broadband Plan. I look forward to working with my colleagues to fulfill our responsibility. STATEMENT OF COMMISSIONER MICHAEL J. COPPS Re: Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, as Amended by the Broadband Data Improvement Act; A National Broadband Plan for Our Future, GN Docket Nos. 09-137, 09-51, Sixth Broadband Deployment Report The sixth time is the charm.  At last—a section 706 Report where broadband is really broadband, where zip codes are not surrogates for subscribers, and where the documented failure to connect millions upon millions of Americans disproves previous FCC findings that broadband is being reasonably and timely deployed. I am pleased to support the Broadband Deployment Report that we issue today.    Pursuant to section 706 of the Telecommunications Act of 1996, as amended by the Broadband Data Improvement Act—now section 1302(b) of Title 47 of the United States Code—the Commission is tasked with determining whether advanced telecommunications capability is being made available to all Americans in a reasonable and timely fashion.  With that statutory mandate, Congress recognized how critical access to broadband is to the well-being of our country.  Last year, Congress and the Administration reaffirmed the importance of broadband by charging the FCC to develop a national strategy for deployment and adoption.  For all of the challenges this country faces—whether it’s job creation, education, energy, climate change and the environment, international competitiveness, health care or equal opportunity—there is no solution that does not have a broadband component to it.    So while this may technically be the Sixth Report, it is—in my opinion—the first really credible effort by the Commission to deliver a report based on data of the quality and granularity needed to be truly responsive to Congress.  With this Report, we have a much more comprehensive view of where our country stands when it comes to broadband availability, and we have measures for assessing our progress nationally and as compared with our global competitors.      By relying on an inadequate and unrefined approach to data collection for the previous five reports, the Commission seriously defaulted on its statutory responsibility.  Going down the same old path here would have done a further injustice to this country’s reinvigorated commitment to broadband.  In early data collection exercises, the Commission used information from service providers that simply reported on which zip codes had at least one subscriber to broadband service at a speed of 200 kbps or higher.  I still fail to see how anyone ever viewed this approach as indicative of anything useful.  The false impression left by that approach was that everyone in a zip code was fully connected to high-speed broadband when all we really knew was that one person or business somewhere—perhaps on the very fringe of a zip code—subscribed to a minimum-speed service.  That told us nothing about the extent to which broadband was available within a zip code or the quality of that service.  Even though the majority of the Commission recognized the limited usefulness of the data in previous reports, it nonetheless concluded that the information was accurate enough to make a judgment about the state of broadband deployment for all Americans.  As such, it found that the percentage of zip codes with at least one broadband subscriber—97% of the zip codes—adequately reflected the percentage of the population with access to broadband, and found, therefore, that all broadband was being deployed to all Americans in a reasonable and timely fashion.   Good data is a prerequisite to good policy choices.  The five preceding reports lacked such data and the results were … poor policy choices.  This is even clearer now than it was at the time of those reports, given the depth of data we that has been mined as part of the lengthy, fact-driven process that resulted in the National Broadband Plan, including input collected from the newly-revised FCC Form 477 requiring providers to report broadband subscribership by Census Tract instead of zip code.  The National Broadband Plan observed that in the United States today there are digital divides when it comes to access to high-quality, value-laden, affordable broadband, between the haves and have-nots, between those living in big cities and those living in rural areas or on tribal lands, between the able-bodied and persons with disabilities.  Today’s Report sadly confirms the existence of those digital divides.  With these data-reliant observations, how could the Commission possibly continue to conclude that all is well and good when it comes to broadband deployment to all Americans?  With our heads in the sand for so many years, is it any surprise other nations catapulted ahead of the United States in the broadband race?    To remedy the negative findings of the Report, the next step—as mandated by statute—is for the Commission to take immediate action to accelerate deployment of such capability through the removal of barriers to infrastructure investment and the promotion of competition in the market.  Fortunately, through the recommendations of the National Broadband Plan, we have a sound path available to us.  The findings of today’s Report summon us to implement those recommendations and thereby address our statutory responsibilities.  This Commission stands poised to move forward on such a path.  As with all great infrastructure challenges this country has faced, we must move forward in a collaborative effort, where the Commission and industry, along with consumers, are working together for an America with ubiquitous, affordable, high-speed, value-laden broadband.  While there is no doubt that broadband deployment and adoption have grown significantly over the last decade, we still have a long way to go to ensure that all Americans have broadband access.   While I support today’s Report as one that is light years ahead of its prior iterations, there is still room for improvement.  We must strive to make future reports even more detailed and thorough, particularly as broadband mapping information becomes available pursuant to the Broadband Data Improvement Act.  In addition, it is critical that the United States understand, track and compare its approaches to broadband with those of our global competitors even more deeply than we do here.  To that end, I hope to see a more in-depth global dimension to future reports.  I am confident that the course we start down with today’s Report will lead us to just such an outcome.    I commend everyone at the Commission—and they are many—who contributed their expertise and analysis to the production of this much-improved Report.   DISSENTING STATEMENT OF COMMISSIONER ROBERT M. McDOWELL Re: Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, as Amended by the Broadband Data Improvement Act; A National Broadband Plan for Our Future, GN Docket Nos. 09-137, 09-51, Sixth Broadband Deployment Report Section 706 of the Telecommunications Act of 1996 requires that the FCC determine whether “advanced telecommunications capability is being deployed to all Americans in a reasonable and timely fashion.” In all previous reports dating back to 1999, the FCC has answered “yes” to that question. In this Report, however, the answer is “no” for the first time. This 180 degree reversal is unsettling considering that since the issuance of the Commission’s first Section 706 Report, America has made impressive improvements in developing and deploying broadband infrastructure and services. In fact, referencing findings from the National Broadband Plan, this Report even states that “95% of the U.S. population lives in housing units with access to terrestrial, fixed broadband infrastructure capable of supporting actual download speeds of at least 4 Mbps.” I am concerned that this Report fails to provide sufficient justification as to why the Commission is reversing course from previous reports. Instead of focusing on the great strides that America has made in broadband deployment, as the Act requires, this Report emphasizes subscribership. Collecting granular data, including subscribership numbers, is important. But, subscribership data does not equate to the “availability” of broadband, which is what Congress requires the Commission to assess under Section 706. In many instances the Report confuses the facts by substituting the terms “deployment” and “subscribership” as if they were synonymous and interchangeable. They are not. “Deployment” and “subscribership” are two distinct concepts with different attributes and areas for improvement. Our task is to focus on Congress’ explicit directive to analyze deployment progress for purposes of the Section 706 Report. Today, however, the majority is sidelining the deployment figure of 95 percent in favor of a seemingly smaller subscribership number. It is only reasonable to question the rationale behind this confusing pivot. The plain language of Section 706 was written with a deregulatory bent, but I am concerned that regulating with a light touch is not what this current Report will be used for in the future. In Section 706(b), Congress stated that “[i]f the Commission’s determination is negative, it shall take immediate action to accelerate deployment of such capability by removing barriers to infrastructure investment and by promoting competition in the telecommunications market.” Today’s Report concludes that the Commission will meet this statutory requirement by addressing the National Broadband Plan’s proposals. It is unclear where that conclusion will lead, however. As a result of proceedings recently initiated by the Commission – such as the Notice of Inquiry asking whether the Commission should regulate 21st Century broadband Internet access services under old common carrier rules – I question whether this Report will be used to justify additional regulation, contrary to the Act’s goal of “removing barriers to infrastructure investment.” The Commission should focus its resources and energy on connecting the 7 million households that currently do not have access to high-speed Internet. Although broadband has proliferated across America faster than any other transformative modern technology, the small percentage of Americans who do not have access to it deserve our highest priority. Not only does connecting the unserved make for sound public policy, it is also Congress’ mandate to us as explicitly called for in the Act. Reforming our Universal Service subsidy program coupled with opening windows of opportunity for the construction of new delivery platforms, such as wireless broadband, can be accomplished without contorting data and conclusions or laying a predicate for more regulation. Doing the latter only undermines the pursuit of our Congressional directives. Therefore, I respectfully dissent. STATEMENT OF COMMISSIONER MIGNON L. CLYBURN Re: Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, as Amended by the Broadband Data Improvement Act; A National Broadband Plan for Our Future, GN Docket Nos. 09-137, 09-51, Sixth Broadband Deployment Report Access to broadband at home is no longer a convenience, it is a necessity.  Without broadband, it is more difficult for citizens to participate in our economy, communicate with others, and obtain access to critical information that is available only online.  Most parents cannot search for employment without using the Internet, and children who use the Internet during the school day often need access to it at home to complete their homework, research term papers, and apply to college.  Yet our most recent data indicates that 14 to 24 million Americans lack access to broadband in their homes.  For those Americans who lack access, it does not matter to them that 95% of Americans have access.  What matters to them is that they do not have access in their homes.  Not long ago, one mother shared her experience on broadband.gov and expressed frustration that not less than half a mile away, her neighbors have broadband.  They can work from home when needed.  Their children can access the Internet to improve their educational experience from home.  As a nation, we should not be content when a segment of our population is left behind.  Indeed, Section 706 contemplates that all Americans obtain the benefits of broadband. Accordingly, I believe that it is appropriate for the Commission to conclude that broadband has not been deployed in a reasonable and timely fashion to all Americans, especially given the additional broadband availability data from the National Broadband Plan that we rely upon in this Sixth Report.  In addition, I believe that where companies have had a business case to offer broadband service, they have done so.  Nonetheless, there are many geographic areas in the U.S. where broadband still is not available because it is not economical for the private sector to deploy broadband and offer service.  In order to remedy the lack of broadband availability, it is appropriate that the Commission fully consider the recommendations made in the National Broadband Plan to encourage broadband deployment, including for example, comprehensive reform of the universal service fund.  Universal availability, however, will be in vain unless we have universal adoption of broadband as well. Nearly 93 million Americans have not adopted broadband at home. Cost is the most cited reason for not subscribing to broadband service. The National Broadband Plan made a number of recommendations on how to make broadband affordable for all Americans, no matter where they live or what their income may be. Other commonly cited barriers to adoption include digital literacy and relevancy. I support the development of a Digital Literacy Corps – a group that will be dedicated to ensuring all Americans recognize the many benefits of broadband and are comfortable with digital technology. I am committed to doing my part in addressing these issues as expeditiously as possible so we can achieve an America where every citizen has access to and has adopted broadband.  DISSENTING STATEMENT OF COMMISSIONER MEREDITH A. BAKER Re: Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, as Amended by the Broadband Data Improvement Act; A National Broadband Plan for Our Future, GN Docket Nos. 09-137, 09-51, Sixth Broadband Deployment Report The Commission’s obligation under section 706 is to evaluate broadband infrastructure deployment. By every possible metric, wired, wireless, and satellite companies continue to pour billions of dollars into our nation’s broadband network. From 2003 to 2009, under a consistent minimal regulatory framework, broadband providers have invested $27 billion annually in networks and infrastructure.1 Each year networks go further and faster. The National Broadband Plan found that 95 percent of the U.S. population has access to a 4 Mbps/1 Mbps terrestrial broadband service, and 80 percent have choice of broadband offerings.2 In every prior Section 706 Report, the Commission concluded that broadband deployment was timely and reasonable. In a striking departure from that decade of consistent Commission findings, the Commission has changed course by concluding that broadband deployment now is not reasonable and timely. I cannot support this decision. Broadband infrastructure deployment and investment are a remarkable and continuing success story, and I am troubled by giving such significant efforts a failing grade. The goal encapsulated by section 706 is universal broadband availability. Nowhere in section 706 does it require that goal to be reached definitively in 2010. Rather, the question is whether network providers continue to make demonstrable progress towards that goal. All evidence suggests that answer be made in the affirmative. A finding of timely and reasonable need not—nor should it be—a congratulatory one. Nor is it a finding that the government has no role to promote broadband deployment in areas in which market forces will not likely result in deployment. Chairman Kennard explained that a finding of timely and reasonable does not “let[] us off the hook” from our oversight role.3 He explained, “[w]e must always be looking for ways to remove barriers to investment and promote competition.”4 I agree, and believe that the same rationale and approach applies equally to this Report. Broadband deployment continues to be timely and reasonable, but the job is far from complete. Moreover, I have a number of concerns with the manner in which the Commission reached this inopportune decision. First, the Report focuses almost exclusively on terrestrial broadband options. Section 706 is not technology specific, yet this Report limits its findings to terrestrial solutions even when discussing relatively low speeds of service easily reached by today’s wireless and satellite offerings.5 The Commission should not make consumer judgments about the viability and utility of satellite and wireless solutions that provide clear facilities-based competition opportunities.  Current technologies may not allow competition at higher speeds, but satellite broadband, 3G and 4G wireless solutions do provide a level of connectivity that is “broadband” to most consumers, as well as the additional functionality of mobility. Second, I am troubled by our decision as a regulatory agency to decide a fixed definition of broadband speed as 4 Mbps downstream, 1 Mbps upstream. It is true that prior Section 706 Reports have focused on slower “first generation” broadband services, and a fresh look at broadband speed is appropriate. I would have preferred a more fulsome evaluation of broadband deployment based on the five tiers of broadband speeds adopted by the Commission to provide fuller context as to how broadband services are deployed and used across different speed tiers.6 I share concerns expressed in prior Section 706 Reports that our speed measurements should be “designed for data collection and as points of reference.”7 We should not use our broadband speed measurements as “an ultimate goal,” nor should it be used “to drive the market.”8 I also have concerns with the merits of selecting 4 Mbps/1Mbps as the broadband speed with which to evaluate deployment. The National Broadband Plan reports that more than half of consumers that could purchase 4 Mbps/1 Mbps broadband have concluded that a slower offering is more than sufficient for their broadband needs.9 Even if we were to adopt a new higher speed, greater context as to how 4 Mbps-capable broadband networks have been deployed over time would greatly inform this analysis. We should not select a new speed and then judge the reasonableness of deployment based upon a snapshot of current conditions. Third, the Commission should not adopt National Broadband Plan findings and recommendations without opportunity for notice and comment as well as Commission deliberation. The Plan’s findings and recommendations relied upon in this Report may or may not be the correct ones, but we should not adopt the 4Mbps/1Mbps speed threshold as the definition of “broadband” without conducting our own due diligence. Indeed, the Technical Paper describing the model relied upon by the Plan has only recently been placed out for comment in the context of universal service reform.10 Regardless of the conclusion the Commission ultimately reaches in that context, this Report prematurely accepts the Model’s results today in concluding deployment is not timely and reasonable. Lastly, the Commission’s finding of nationwide untimely and unreasonable deployment is overly broad. Our analysis should be significantly more granular to identify particular geographic areas or communities for which deployment has lagged. A more granular and focused analysis could help target commercial and community investment going forward and bring public attention to the affected communities. The Commission should redouble its effort to promote and create incentives for private investment in networks and technologies that can drive broadband further and faster throughout the nation. I am troubled, however, by recent developments at the Commission that appear to be moving us in the opposite direction. Specifically, I have concerns that the proposals to shift broadband Internet access services to monopoly-era Title II requirements will undermine the regulatory certainty and stable foundation that has attracted capital to this sector to date, and will be necessary to fund tomorrow’s broadband networks. The Commission should maintain the existing minimal regulatory approach under Title I and work proactively with carriers and investors to target actions to attract more capital and resources to support broadband networks, particularly in unserved and underserved communities. 1 47 U.S.C. § 1302(b) (2010). Section 706 of the Telecommunications Act of 1996, Pub. L. No. 104-104, § 706, 110 Stat. 56, 153 (the Act), as amended in relevant part by the Broadband Data Improvement Act, Pub. L. No. 110-385, 122 Stat. 4096 (2008) (BDIA), is now codified in Title 47, Chapter 12 of the United States Code. See 47 U.S.C. § 1301 et seq. We now refer to the reports required under section 706 of the Act as “broadband deployment reports” and have updated our references to prior reports accordingly. 2 As explained below, in this report we use the term “broadband” synonymously with “advanced telecommunications capability.” See infra para. 10. 3 47 U.S.C. § 1302(b). As a one-time event, to take advantage of the Commission’s parallel effort to understand the state of broadband deployment when developing the National Broadband Plan, this year’s inquiry was conducted in conjunction with the National Broadband Plan proceeding. See FCC, OMNIBUS BROADBAND INITIATIVE (OBI), CONNECTING AMERICA: THE NATIONAL BROADBAND PLAN, GN Docket No. 09-51 (2010) (NATIONAL BROADBAND PLAN); Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, as Amended by the Broadband Data Improvement Act; A National Broadband Plan for Our Future, GN Docket Nos. 09-51, 09-137, Notice of Inquiry, 24 FCC Rcd 10505, 10513, para. 14 (2009) (Sixth Broadband Deployment NOI); A National Broadband Plan for Our Future, GN Docket No. 09-51, Notice of Inquiry, 24 FCC Rcd 4342 (2009) (National Broadband Plan NOI), subsequent Public Notices omitted; see also 47 U.S.C. § 1305(k)(2) (“The national broadband plan required by this section shall seek to ensure that all people of the United States have access to broadband capability . . . .”). As a consequence, much of the analysis we rely on in this report is summarized in the National Broadband Plan and documents released in support thereof. To avoid unnecessary duplication, some of our findings and analyses from the Plan are adopted by reference. 4 As explained below, we estimate broadband availability using two sources of data: the FCC Form 477 Part 1A broadband data collection for December 2008 (Dec. 2008 Form 477 Broadband Data) and the National Broadband Plan model (Model). See infra Part III.B; Apps. B & C. 5 47 U.S.C. § 1302(d)(1) (defining “advanced telecommunications capability”); see supra note 2. 6 See NATIONAL BROADBAND PLAN at 167 (relying on the 2010 Broadband Consumer Survey and stating that “[w]hile 65% of Americans use broadband at home, the other 35% (roughly 80 million adults) do not”); JOHN HORRIGAN, OBI, BROADBAND ADOPTION AND USE IN AMERICA 3 (OBI Working Paper Series No. 1, Feb. 2010) (2010 BROADBAND CONSUMER SURVEY), available at http://hraunfoss.fcc.gov/edocs_public/attachmatch/DOC-296442A1.pdf. We note that the 2010 Broadband Consumer Survey counted home broadband users as “those who said they used any one of the following technologies to access the internet from home: cable modem, a DSL-enabled phone line, fixed wireless, satellite, a mobile broadband wireless connection for your computer or cell phone, fiber optic, [or] T-1” without reference to the download or upload speed of their connection. Id. at 3. If the broadband speed benchmark used in this report had been used in the survey, it is likely that a larger number of Americans would have been reported as not having broadband. 7 See infra Part IV; see also NATIONAL BROADBAND PLAN at 136; infra note 121 (explaining that broadband revenue potential in certain areas of the United States is likely insufficient to cover the costs of deploying and operating broadband networks, thus depriving industry of a business case to offer broadband services in these areas). 8 See Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, CC Docket No. 98-146, Report, 15 FCC Rcd 20913, 20918, 20995–21003, paras. 8, 217–43 (2000) (2000 Second Broadband Deployment Report) (concluding that “[o]verall, deployment of [broadband] to residential customers is reasonable and timely” although certain categories of Americans—including low-income consumers, those living in sparsely populated or rural areas, minority consumers, Indians, persons with disabilities and those living in the U.S. territories—are vulnerable to not having timely access to broadband); see also Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, CC Docket No. 98-146, Report, 14 FCC Rcd 2398, 2405, para. 16 (1999) (1999 First Broadband Deployment Report); Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, CC Docket No. 98-146, Report, 17 FCC Rcd 2844, 2845, para. 1 (2002) (2002 Third Broadband Deployment Report); Availability of Advanced Telecommunications Capability in the United States, GN Docket No. 04-54, Report, 19 FCC Rcd 20540, 20547 (2004) (2004 Fourth Broadband Deployment Report); Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, GN Docket No. 07-45, Report, 23 FCC Rcd 9615, 9616, para. 1 (2008) (2008 Fifth Broadband Deployment Report). 9 47 U.S.C. § 1302(b). 10 See, e.g., NATIONAL BROADBAND PLAN at xi–xv. 11 See 1999 First Broadband Deployment Report, 14 FCC Rcd at 2406, para. 20 (stating, in relevant part, that “broadband” and “advanced telecommunications capability” “hav[e] the capability of supporting, in both the provider-to-consumer (downstream) and the consumer-to-provider (upstream) directions, a speed . . . in excess of 200 [kbps] in the last mile”). 12 Id. at 2407–08, para. 25 (“[W]e may find in future reports that evolution in technologies, retail offerings, and demand among consumers has raised the minimum speed for broadband from 200 kbps to, for example, a certain number of megabits per second (Mbps).”); see also 2000 Second Broadband Deployment Report, 15 FCC Rcd at 20921, para. 14 (similar); 2002 Third Broadband Deployment Report, 17 FCC Rcd at 2851, para. 10 (“recogniz[ing] that products are beginning to emerge that require high-bandwidth capability, such as high-definition video” and that it may be “appropriate to adjust the points at which we gauge advanced telecommunications capability in the future”); 2004 Fourth Broadband Deployment Report, 19 FCC Rcd at 20549. See also NATIONAL BROADBAND PLAN at 16–17 & Exh. 3-C. 13 Service providers reported more than 21 million U.S. subscriptions for interconnected VoIP service in the FCC’s Form 477 data collection for December 2008. See Dec. 2008 Form 477 Broadband Data. 14 See NATIONAL BROADBAND PLAN at 16, Exh. 3-B (reporting that 42% of home broadband users have downloaded or streamed video); see also NATIONAL BROADBAND PLAN at 17 (stating that “Cisco forecasts that video consumption on fixed and mobile networks will grow at over 40% and 120% per year, respectively, through 2013”). 15 47 U.S.C. § 1302(d)(1); see also infra Part III.A. 16 See infra Part III.A (benchmarking broadband for purposes of this report); NATIONAL BROADBAND PLAN at 135 (recommending that the national broadband availability target also include “acceptable quality of service for the most common interactive applications”). 17 See NATIONAL BROADBAND PLAN at 21, 25 n.50, 135–36; see also OBI, BROADBAND PERFORMANCE (Technical Paper, forthcoming). 18 47 U.S.C. § 1302(d)(1) (defining “advanced telecommunications capability”). 19 See infra Part III.B; Apps. B & C; see also, e.g., NATIONAL BROADBAND PLAN at 136 (stating that, “[a]t present, there are 14 million people living in seven million housing units that do not have access to terrestrial broadband infrastructure capable of meeting the National Broadband Availability Target”). Even if the Commission were to use a significantly slower speed threshold to measure broadband, the evidence shows that 12 million Americans today lack access to terrestrial broadband services capable of delivering actual download speeds in excess of 768 kbps. See id. at 157 n.7. 20 See id. at 3. 21 See, e.g., Letter from Jay Bennett, Assistant Vice President – Federal Regulatory, AT&T Services Inc., to Marlene H. Dortch, Secretary, FCC, GN Docket No. 09-137, Attach. (filed June 14, 2010) (AT&T June 14 Ex Parte Letter) (summarizing industry achievements in broadband deployment); Letter from Glenn T. Reynolds, Vice President – Policy, USTelecom, to Marlene H. Dortch, Secretary, FCC, GN Docket No. 09-137 (filed July 2, 2010) (USTelecom July 2 Ex Parte Letter) (similar). 22 See USTelecom July 2 Ex Parte Letter at 5 (“It is absolutely appropriate for the Commission to be concerned about the remaining small percentage of Americans who may not have access to broadband in the foreseeable future because such deployment is not currently economically viable—indeed, Section 254 of the Act gives the Commission both the responsibility and the authority to ensure ‘access to advanced telecommunications and information services . . . in all regions of the Nation.’”); AT&T June 14 Ex Parte Letter at 2 (emphasizing that “to the extent advanced telecommunications capability is not available over terrestrial networks in some limited areas, the Commission’s own data show that such lack of availability is due to the extremely high cost of serving those areas”). 23 47 U.S.C. § 1302(b). 24 See, e.g., NATIONAL BROADBAND PLAN at xi–xv; id. at xv (stating that half of the recommendations in the National Broadband Plan are offered to the Commission). 25 See FCC Announces Broadband Action Agenda, FCC News Release (rel. Apr. 8, 2010) (FCC Broadband Action Agenda); see also Proposed 2010 Broadband Action Agenda Items, http://www.broadband.gov/plan/broadband-action-agenda.html (last visited June 30, 2010). 26 FCC Broadband Action Agenda at 1. For example, the National Broadband Plan explains that, “[i]nfrastructure such as poles, conduits, rooftops and rights-of-way play an important role in the economics of broadband networks. Ensuring service providers can access these resources efficiently and at fair prices can drive upgrades and facilitate competitive entry.” NATIONAL BROADBAND PLAN at xii. To optimize infrastructure, the National Broadband Plan recommends that the Commission “[e]stablish low and more uniform rental rates for access to poles, and simplify and expedite the process for service providers to attach facilities to poles” and “[i]mprove rights-of-way management for cost and time savings.” Id. The Commission has active proceedings to address pole attachments and rights-of-way issues. See FCC Broadband Action Agenda at 6; Implementation of Section 224 of the Act; Amendment of the Commission’s Rules and Policies Governing Pole Attachments, WC Docket No. 07-245, RM-11293, RM-11303, Notice of Proposed Rulemaking, 22 FCC Rcd 20195 (2007); Implementation of Section 224 of the Act, A National Broadband Plan for Our Future, WC Docket No. 07-245, GN Docket No. 09-51, Order and Further Notice of Proposed Rulemaking, FCC 10-84 (rel. May 20, 2010); Wireline Competition Bureau Seeks Comment on Level 3 Communications’ Petition for Declaratory Ruling that Certain Right-of-Way Rents Imposed by the New York State Thruway Authority are Preempted Under Section 253, WC Docket No. 09-153, Public Notice, 24 FCC Rcd 10998 (2009). 27 See Joint Statement on Broadband, GN Docket No. 10-66, 25 FCC Rcd 3420, para. 1 (2010). 28 47 U.S.C. § 1302(b). 29 Id. 30 47 U.S.C. § 1302(c) (requiring the Commission, in part, to “compile a list of geographical areas not served by any provider of advanced telecommunications capability”). 31 47 U.S.C. § 1303(b). 32 47 U.S.C. § 1303(c). Although the Commission must make publicly available the results of the consumer surveys it conducts at least once per year, the statute does not require that this be done in the broadband deployment report. 47 U.S.C. § 1303(c)(2). As discussed below, the Commission unveiled the results of its first consumer survey on February 23, 2010. See infra Part III.B.3; 2010 BROADBAND CONSUMER SURVEY. 33 47 U.S.C. § 1302(b). 34 See Sixth Broadband Deployment NOI, 24 FCC Rcd at 10505–21, paras. 1–32 (discussing the nation’s evolving broadband goals, improvements in broadband data collection, and the actions the Commission, Congress, and other governmental entities have taken concerning broadband that are relevant to the present report). 35 47 U.S.C. § 1302(d)(1). 36 1999 First Broadband Deployment Report, 14 FCC Rcd at 2406, para. 20. The Commission has used the term “high-speed” to describe services with over 200 kbps capability in at least one direction. See 2000 Second Broadband Deployment Report, 15 FCC Rcd at 20920, para. 11; 2002 Third Broadband Deployment Report, 17 FCC Rcd at 2850–51, para. 9; 2004 Fourth Broadband Deployment Report, 19 FCC Rcd at 20551. 37 See supra note 12. 38 In the Sixth Broadband Deployment NOI and throughout this proceeding, we asked for comment on how the Commission should define broadband. See Sixth Broadband Deployment NOI, 24 FCC Rcd at 10523–25, paras. 36–41; National Broadband Plan NOI, 24 FCC Rcd at 4346–48, paras. 15–22; Comment Sought on Defining “Broadband” NBP Public Notice # 1, GN Docket Nos. 09-47, 09-51, 09-137, Public Notice, 24 FCC Rcd 10897 (2009). 39 See, e.g., CTIA Comments at 28 (stating that Congress apparently used “broadband” and “advanced telecommunications capability” interchangeably and that the two terms, in fact, mean the same thing); Time Warner Cable Comments at 4 (same); Western Telecommunications Alliance Comments at 4–5; NASUCA June 8, 2009 Comments in GN Docket 09-51 at 12–13. 40 47 U.S.C. § 1302(d)(1); see, e.g., NATIONAL BROADBAND PLAN at 17, Exh. 3-C. The Commission previously has recognized that 200 kbps is insufficient bandwidth to enable the transmission of live video. See, e.g., Development of Nationwide Broadband Data to Evaluate Reasonable and Timely Deployment of Advanced Services to All Americans, Improvement of Wireless Broadband Subscribership Data, and Development of Data on Interconnected Voice over Internet Protocol (VoIP) Subscribership, WC Docket No. 07-38, Report and Order and Further Notice of Proposed Rulemaking, 23 FCC Rcd 9691, 9700, para. 19 (2008) (2008 Broadband Data Gathering Order) (explaining that “the range of information transfer capacities included in the current lowest tier of 200 kbps to 2.5 mbps captures a wide variety of services, ranging from services capable of transmitting real time video to simple always-on connections not suitable for more than basic email or web browsing activities”); Order on Reconsideration, 23 FCC Rcd 9800 (2008). Nevertheless, in previous broadband deployment reports, the Commission declined to modify its understanding of broadband to account for this limitation in part because consumer demand for such services was only starting to emerge. See, e.g., 2002 Third Broadband Deployment Report, 17 FCC Rcd at 2852, para. 12 (stating that “certain applications, such as some video products, require transmission speeds in excess of 200 kbps” and that “[a]s technology continues to evolve, and with it, consumer expectations, it may be appropriate to adopt a higher threshold for advanced telecommunications capability and revisit our analysis of deployment”). 41 NATIONAL BROADBAND PLAN at 17. 42 Id. 43 Id. 44 Id. 45 Id. (stating that “Cisco forecasts that video consumption on fixed and mobile networks will grow at over 40% and 120% per year, respectively, through 2013”). 46 We emphasize that we are benchmarking broadband in this report solely for purposes of complying with our obligations under section 706. We specifically do not intend this speed threshold to have any other regulatory significance under the Commission’s rules absent subsequent Commission action. For example, today’s report has no impact on which entities are classified as interconnected VoIP providers or what facilities must be provided on an unbundled basis. See 47 C.F.R. § 9.3 (defining interconnected VoIP service in relevant part as a service that “[r]equires a broadband connection from the user’s location”); 47 C.F.R. § 51.5 (defining “advanced services”); 47 C.F.R. § 51.319(a)(2) (setting forth UNE obligations for hybrid loops). This report also does not prejudge the outcome of possible changes to the Universal Service Fund (USF) or other Commission proceedings. See, e.g., NATIONAL BROADBAND PLAN at 140–51; Connect America Fund, A National Broadband Plan for Our Future, High-Cost Universal Service Support, WC Docket No. 10-90, GN Docket No. 09-51, WC Docket No. 05-337, Notice of Inquiry and Notice of Proposed Rulemaking, FCC 10-58 (rel. Apr. 21, 2010) (Connect America Fund NOI and NPRM). Similarly, our decision to benchmark broadband by means of a 4 Mbps download and 1 Mbps upload speed threshold does not mean that the Commission will stop collecting and analyzing data on services provided at slower and faster speeds. See generally 47 C.F.R. § 1.7000–1.7002 (requiring entities to provide advanced telecommunications capability data to the Commission in accord with the FCC Form 477 instructions). 47 By increasing the broadband transmission speed threshold, we find a decreased level of broadband availability. This is a natural consequence of consumer expectations and the bandwidth demands of technology rising faster than broadband is being deployed to all Americans. We recognize that broadband providers continue to increase the availability of services that provide lower transmission speeds, including those in excess of 200 kbps in each direction. See App. D, INDUST. ANALYSIS & TECH. DIV., FCC, HIGH-SPEED SERVICES FOR INTERNET ACCESS: STATUS AS OF DECEMBER 31, 2008, at 3 (rel. Feb. 2010) (February 2010 High Speed Report). The benchmarks we adopt in this report refer to “actual” speeds rather than advertised or “up to” speeds for essentially the same reasons as set forth in the National Broadband Plan. See NATIONAL BROADBAND PLAN at 18–22; but see Letter from Neil M. Goldberg, Vice President and Counsel for National Cable & Telecommunications Association, to Marlene H. Dortch, Secretary, FCC, GN Docket No. 09-51 (filed Mar. 26, 2010). When referring to the speed of a transmission “over the broadband provider’s network,” we generally mean the data throughput delivered between the network interface unit (NIU)—i.e., the subscriber’s modem or other customer premise equipment (CPE)—and the service provider’s Internet gateway that is the shortest administrative distance from that NIU. See NATIONAL BROADBAND PLAN at 156 n.2. We may adopt a different understanding of “actual” speed in future proceedings. 48 See, e.g., ADTRAN Comments at 10 (urging the Commission to assess broadband deployment and availability, not by the speed advertised by providers, but rather by the actual speeds consumers can reasonably expect under ordinary operating conditions); Free Press Comments at 15 (same); NASUCA June 8, 2009 Comments in GN Docket 09-51 at 18–19 (same). Unlike prior broadband deployment reports, we do not adopt a symmetrical broadband speed threshold. The Commission previously has recognized, “given the asymmetric use of most residential subscribers, fast upload rates do not appear to be as necessary as fast download rates.” 2004 Fourth Broadband Deployment Report, 19 FCC Rcd at 20552. We continue to “believe that Congress intended [broadband] to bring to all Americans a two-way, truly interactive medium, rather than one that is passive and entertainment-oriented.” 2000 Second Broadband Deployment Report, 15 FCC Rcd at 20921, para. 12. Symmetrical broadband speeds, however, are not necessarily a requirement for fully interactive broadband service today. At present, symmetrical capacity is rarely offered to residential customers. See, e.g., ADTRAN Comments at 13–14; NCTA Reply at 3–4; Verizon Reply at 16–17. 49 47 U.S.C. § 1302(d)(1). 50 See NATIONAL BROADBAND PLAN at 16–17. 51 See FCC Broadband Task Force Status Update at the FCC September Commission Meeting 23 (Sept. 29, 2009), available at http://hraunfoss.fcc.gov/edocs_public/attachmatch/DOC-293742A1.pdf. 52 Thus, approximately half of all broadband subscribers in the United States purchase broadband service meeting our benchmark today. See NATIONAL BROADBAND PLAN at 21 (“Estimates of the average advertised ‘up to’ download speed that Americans currently purchase range from 6.7 Mbps to 9.6 Mbps, with the most detailed data showing an average of approximately 8 Mbps and a median of approximately 7 Mbps.”); see also id. (explaining that the broadband speed consumers experience, on average, is about half of the speed to which they subscribe); id. at 156 n.3 (stating that the median actual download speed in the United States in the first half of 2009 was approximately 3 Mbps and is expected to exceed 4 Mbps by the end of 2010); id. at 135; see also February 2010 High Speed Report at 18, chart 13 (reporting distribution of residential fixed high-speed connections by download speed tier as of December 31, 2008). 53 See NATIONAL BROADBAND PLAN at 21. 54 See 1999 First Broadband Deployment Report, 14 FCC Rcd at 2446, para. 91; see also id. at 2430–31, para. 61 (chart showing the availability, download speed and partial cost of various Internet access technologies at the time the Commission’s initial broadband speed threshold was adopted). 55 For example, while broadband providers in many urban areas currently offer Internet access service at speeds well in excess of 4 Mbps download/1 Mbps upload today, in other areas, consumers do not have the option to subscribe to terrestrial broadband services capable of delivering even 768 kbps actual download speeds because their residence is more than 16,000 feet from the nearest digital subscriber line access multiplexer (DSLAM). See NATIONAL BROADBAND PLAN at 20–21, Exhs. 3E & 3F (presenting timelines for network upgrades by provider and technology); id. at 157 n.7; see also infra note 58 (illustrating that commenters recommended a very wide range of speed thresholds for measuring broadband availability). 56 2002 Third Broadband Deployment Report, 17 FCC Rcd at 2851, para. 10; 2004 Fourth Broadband Deployment Report, 19 FCC Rcd at 20552 (stating that “[n]ow that first-generation broadband is available to the vast majority of U.S. households, it will become important to monitor the migration to next-generation networks and services”). 57 We base our predictions of future demand partially on trend data, which suggest that demand for advertised download speeds is growing at a compound annual growth rate of approximately 20%, which translates to a doubling in speed approximately every 2 to 4 years. See NATIONAL BROADBAND PLAN at 25 n.50 (reporting annual growth rates in subscribed speed of approximately 20–25% per year). 58 See, e.g., Covad Comments at i (suggesting 100 Mbps by 2015); Internet2 Sept. 8, 2009 Reply, GN Docket Nos. 09-47, 09-51, 09-137 at 7 (stating that the Commission should adopt a definition of 100 Mbps in both directions for individual consumers); Verizon Comments at 9 (recommending a “downstream target of 50 Mbps for fixed services and 5 Mbps for mobile services”); but see DCPSC Comments at 4 (recommending we adopt the same speeds as the National Telecommunications and Information Administration (NTIA) and the Department of Agriculture’s Rural Utilities Service (RUS) of at least 768 kbps downstream and at least 200 kbps upstream to end users); NCTA Comments at 3, 5 (same); TCA Comments at 3 (same). 59 See NATIONAL BROADBAND PLAN at 157 n.7. 60 Id. at 135. The National Broadband Plan also recommends that the actual 4 Mbps download and 1 Mbps upload benchmark be used as a guide to public funding for broadband. See id. As explained above, this report adopts benchmarks for broadband solely for the purposes of complying with the Commission’s obligations under section 706 and does not prejudge any issues related to possible changes to USF funding mechanisms or other support. See supra note 46. 61 See 47 U.S.C § 1302(d)(1); NATIONAL BROADBAND PLAN at 16–17. 62 See NATIONAL BROADBAND PLAN at xv, 334. 63 1999 First Broadband Deployment Report, 14 FCC Rcd at 2407–08, para. 25. 64 For example, the National Broadband Plan recommends revisiting the National Broadband Availability Target every four years. See NATIONAL BROADBAND PLAN at 135. 65 See supra note 4; Dec. 2008 Form 477 Broadband Data; Apps. B & C; NATIONAL BROADBAND PLAN at 20, 129, 136; see also id. at 157 n.6; OBI, THE BROADBAND AVAILABILITY GAP (Technical Paper No. 1, 2010) (2010 BROADBAND AVAILABILITY GAP), attached to Connect America Fund NOI and NPRM at App. C. Naturally, our methods are limited by the available data and are therefore imperfect. For example, subscriber data are an imperfect proxy for broadband availability or deployment. See, e.g., Sixth Broadband Deployment NOI, 24 FCC Rcd at 10526–27, para. 45; 1999 First Broadband Deployment Report, 14 FCC Rcd at 2402, para. 7 (relying on subscribership data as a proxy for deployment and availability, and noting that such data “may not be a precise estimate of actual deployment and availability”); see also February 2010 High Speed Report at 4–5, nn.16 & 17 (explaining that mobile wireless connections are only reported at the state level and some business connections could be miscategorized as residential connections); AT&T Comments at 34–35 (supporting the use of Form 477 data because it is “the Commission’s primary and most reliable source of subscribership statistics”); but see CPUC Reply at 4 (recommending against the use of subscribership data because “[a]vailability data, or infrastructure data, shows where broadband is available. Meanwhile, subscribership data denotes where consumers are choosing to purchase broadband service.”). In addition, the only demographic information we collect in our subscription data is the Census Tract in which the subscriber receives service. See infra note 105. We therefore caution that, due to the limitations of the data, the lists of unserved areas compiled in this report necessarily are approximations and may be both over- and under-inclusive. We will continue striving to improve the quality of the data we collect and our analysis. 66 The Commission was unable to conduct this type of analysis in prior broadband deployment reports because the data it previously collected were not sufficiently granular to allow a meaningful analysis of Census Bureau categories. See February 2010 High Speed Report at 2–3 (describing significant changes the Commission made in 2008 in the broadband subscribership data it collects and the implications of this change); see also 47 U.S.C. § 1302(c) (directing the Commission to determine “the population, the population density, and the average per capita income” for unserved areas to the extent that Census Bureau data are available). 67 47 U.S.C. § 1303(c)(1). See infra Part III.B.3; 2010 BROADBAND CONSUMER SURVEY. 68 See International Comparison Requirements Pursuant to the Broadband Data Improvement Act, International Broadband Data Report, GN Docket No. 09-47, (forthcoming) (International Broadband Data Report); see also 47 U.S.C. § 1303(b). 69 See Sixth Broadband Deployment NOI, 24 FCC Rcd at 10513–21, paras. 15–32. In 2008, the Commission improved the quality of the data it collects on Form 477 and issued a Further Notice to consider additional improvements in its broadband data collection. See 2008 Broadband Data Gathering Order, 23 FCC Rcd at 9708–12, paras. 33–40. 70 47 U.S.C. § 1305(l); see also 47 U.S.C. § 1304(e)(10), (g); National Broadband Plan NOI, 24 FCC Rcd at 4364–65, para. 61. NTIA must make this inventory map accessible to the public on an NTIA website in a form that is both interactive and searchable. 47 U.S.C. § 1305(l). 71 NATIONAL BROADBAND PLAN at 43–44. 72 See, e.g., 47 U.S.C. § 1301(3) (stating that “[i]mproving Federal data on the deployment and adoption of broadband service will assist in the development of broadband technology across all regions of the Nation”). 73 See supra note 4; NATIONAL BROADBAND PLAN at 20, 129, 136; see also id. at 157 n.6; 2010 BROADBAND AVAILABILITY GAP at 17. 74 Id. 75 See Dec. 2008 Form 477 Broadband Data; see also, e.g., 2002 Third Broadband Deployment Report, 17 FCC Rcd at 2850, para. 9; 2004 Fourth Broadband Deployment Report, 19 FCC Rcd at 20567; 2008 Fifth Broadband Deployment Report, 23 FCC Rcd at 9618, para. 6. Subscribership data from Form 477 also were analyzed for purposes of better understanding competition among broadband providers in conjunction with the development of the National Broadband Plan. See NATIONAL BROADBAND PLAN, CHAPTER 4: BROADBAND COMPETITION AND INNOVATION POLICY at 33–61. Because that competition analysis did not focus on broadband availability, we do not rely on it in this report. 76 See 2008 Broadband Data Gathering Order, 23 FCC Rcd at 9700–01, para. 20 n.66. The analysis above was based on the data collected under the modified Form 477 requirements. Formerly, Form 477 required covered providers to report the number of broadband connections they provide in each state as well as the 5-digit ZIP codes for which they had at least one customer. Local Competition and Broadband Reporting, CC Docket No. 99-301, Report and Order, 15 FCC Rcd 7717, 7743–46, paras. 49–52 (2000). 77 Compare supra note 73 (Model) with infra note 89 (Form 477 subscribership data). 78 See February 2010 High Speed Report at 4–5 (stating that “for reasons of accuracy and confidentiality” certain results are presented at the level of the whole county); see also id. at 5 n.17 (explaining that the data as filed disclose 10% of Census Tracts have a share of households with high-speed connections over fixed-location technologies at or above 100% and that the number of such “outliers” is substantially reduced, to 1%, when estimates are made for individual counties and that “[s]ome misinterpretation of reporting instructions can be expected whenever a substantially modified data collection is implemented for the first time. We are investigating the reasons for these anomalous census tract results and are working with the Form 477 filers to improve the accuracy of the data currently collected and for future collections.”). 79 See 47 U.S.C. § 1302(c); see also, e.g., NCTA Comments at 8–9 (suggesting the Commission should define geographic area in terms of Census Tracts, as it currently does for Form 477 but consider going forward, using Census Block data, in coordination with NTIA). Because Form 477 currently does not collect data for geographic areas smaller than the Census Tract, such as a Census Block, we reject suggestions to analyze the Commission’s broadband subscribership data on the basis of geographic areas smaller than a Census Tract. See, e.g., DCPSC Comments at 8; Free Press Comments at 77–78; NJ Rate Counsel Comments at 12–13. 80 See 2008 Broadband Data Gathering Order, 23 FCC Rcd at 9700–01, para. 20. 81 OBI analysis indicates that 95% of the U.S. population lives in housing units with access to terrestrial, fixed broadband infrastructure capable of supporting actual download speeds of at least 4 Mbps. NATIONAL BROADBAND PLAN at 20. However, no more than half of those that purchase high-speed Internet access service actually purchase services capable of delivering 4 Mbps download speeds. See supra para. 12, note 52. Our analysis of Form 477 data likewise shows that in counties where cable modem service with advertised download speeds of 3 Mbps and upload speeds of 768 kbps are available, only 39% of cable modem subscribers choose to purchase at that speed or higher. See Dec. 2008 Form 477 Broadband Data. 82 See FCC, FCC FORM 477, INSTRUCTIONS FOR MARCH 1, 2010 FILING (OF DATA AS OF 12/31/2009) at 6, Part III.B, available at http://www.fcc.gov/Forms/Form477/477inst.pdf. 83 Were the Commission to conduct its Form 477 analysis with cutoffs of 6 Mbps download speed and 1.5 Mbps upload speed, a larger number of Americans would be reported as lacking broadband access capable of meeting the requirements set forth in section 706. 84 For each area we examine, we define the subscription rate as the number of residential connections that are at least 3 Mbps down and 768 kbps up divided by the number of households in the area. See App. B, Technical Notes 2 & 3. See also February 2010 High Speed Report at 5 n.17 (noting that the household subscription rate for an area is the total number of residential connections in that area at a particular speed threshold divided by the estimated number of households in that area). 85 See, e.g., Letter from Melissa E. Newman, Vice President – Federal Relations, Qwest Corporation, to Marlene H. Dortch, Secretary, FCC, WC Docket Nos. 09-47, 09-51, 09-137, Attach. at 15 (filed Sept. 17, 2009) (providing Qwest’s proposal for broadband deployment to unserved areas and recognizing that the Commission’s former “use of zip codes [was] problematic; as commentators have pointed out . . . it is questionable to conclude that an area is served by a broadband provider if any part of the relevant zip code enjoys broadband service”). 86 See supra note 81. 87 Based on the Commission’s subscribership data collected on Form 477, 56% of all households subscribe to an Internet access service faster than dial-up, and 45% of all households that subscribe to such a service, subscribe to a service meeting our speed benchmark. These figures are somewhat lower than the figures reported in the National Broadband Plan and in the 2010 Broadband Consumer Survey, which are based upon more recent data. See NATIONAL BROADBAND PLAN at 167 (relying on the 2010 Broadband Consumer Survey and stating that “[w]hile 65% of Americans use broadband at home, the other 35% (roughly 80 million adults) do not”); 2010 BROADBAND CONSUMER SURVEY at 13 (reporting that 65% of Americans use broadband at home where broadband is understood to be any Internet access technology faster than dial-up). 88 47 U.S.C. § 1302(c) (emphasis added). We find our interpretation of the statutory language described above to be reasonable and faithful to Congress’s intent, and preferable to the alternative interpretations of the statute we considered. Nevertheless, we may find it appropriate to modify the de minimis threshold for identifying unserved areas in the future. 89 47 U.S.C. § 1302(c); Apps. B & C; NCTA Comments at 8 (stating that “[t]he degree to which the size of the [unserved] list shrinks over time will be a simple, yet effective, measure of the success of the Commission’s National Broadband Plan”). 90 47 U.S.C. § 1302(c); App. B (reporting the number of unserved areas in each state and U.S. territory). 91 47 U.S.C. § 1302(c) (directing the Commission to determine the population, the population density, and the average per capita income for unserved areas to the extent that Census Bureau data are available); App. B. As of the time of this report, Per Capita Income was available from the Census Bureau only in 1999 dollars. See App. B, Technical Note 4; CENSUS BUREAU, CENSUS 2000 SUMMARY FILE 3, http://www.census.gov/Press-Release/www/2002/sumfile3.html (last visited Mar. 24, 2010). 92 App. B. 93 Id. 94 Id. 95 Id. While we have Median Household Income in 1999 dollars for all 1,024 counties, we only have Median Household Income in 2008 dollars for 934 of the 1,024 unserved areas. See id., Technical Note 4. We do not have Median Household Income in 2008 for one county in Alaska, one county in Hawaii, and for all of the U.S. territories.  Id. 96 See App. B. 97 Id. & Technical Note 5. Hypothesis testing reveals a statistically significant difference, at the 95% confidence level, in the mean income level between served and unserved areas for the income measures included in our analysis. The Commission’s recent High-Speed Report also suggests that subscription rates tend to increase with income. See February 2010 High Speed Report at 52, 57, Charts 20 & 25; see also 2010 BROADBAND CONSUMER SURVEY at 5 (reporting that “36% of non-adopter [respondents] cite cost as the main reason they do not have high-speed Internet at home”); AT&T Comments at 47 (stating that “low-income households struggling to make ends meet may be reluctant to, or simply unable to, spend precious funds on broadband service”); NAT’L TELECOMM. AND INFO. ADMIN., DIGITAL NATION: 21ST CENTURY AMERICA’S PROGRESS TOWARD UNIVERSAL BROADBAND INTERNET ACCESS at 15 (2010), available at http://www.ntia.doc.gov/reports/2010/NTIA_internet_use_report_Feb2010.pdf (“Affordability . . . rates highest among the major reasons for eschewing broadband at home among those with either no Internet at home or only dial-up service.”). 98 See App. B & Technical Notes 6 & 7; see also Broadband Opportunity Coalition Comments at 7 (stating that “deployment is severely lacking in isolated rural communities, such as Weirwood, Virginia, that are not situated along major highways”); Qwest Comments at 5 (stating that “[c]learly the status quo is not working in regard to rural deployment and change is needed”); USTA Comments at 10 (stating that “more needs to be done to ensure the timely and reasonable deployment of broadband to Americans in rural and other uneconomic areas”); Verizon Comments at 6 (stating that “some Americans living in remote, sparsely populated, or otherwise hard-to-serve areas still lack . . . broadband service other than satellite”). See also infra note 121. 99 See App. B & Technical Notes 6 & 7. 100 Id. Hypothesis testing reveals a statistically significant difference, at the 95% confidence level, in the mean income level between served and unserved areas for the rural indicator measures included in our analysis. 101 We designate a county as a Native Homeland area if at least 50% of the land mass is designated by the Census Bureau as American Indian Area/Alaska Native Area/Hawaiian Homeland or at least 50% of the 2000 population resided in the land area designated by the Census Bureau as American Indian Area/Alaska Native Area/Hawaiian Homeland. 102 See, e.g., 2000 Second Broadband Deployment Report, 15 FCC Rcd at 20918, para. 8; see also supra note 8. 103 See supra note 8. 104 See February 2010 High Speed Report at 2. 105 We are, however, unable to draw definitive conclusions from the broadband subscription data for other demographic groups. The Commission collects broadband providers’ subscription data by geographic area (Census Tract) and does not collect customers’ demographic identity. At the time of this report, almost all of the county-level demographic information that is readily available is from the 2000 Census. The Census Bureau estimates that 1 in 6 Americans move each year, and that roughly a third of these individuals change their county residence. See KRISTIN A. HANSEN, CENSUS BUREAU, POPULATION PROFILE OF THE UNITED STATES: GEOGRAPHIC MOBILITY, http://www.census.gov/population/www/pop-profile/geomob.html (last visited Mar. 24, 2010). Given the overall migration patterns that may have occurred in the U.S. since 2000, we were concerned it could be misleading to draw any inferences about demographic populations, such as minorities or persons with disabilities who likely changed their residence. We assume that the geographic areas designated as Native Homelands did not significantly change since 2000. Thus, we were able to confidently report on the subscription rates in Native Homeland areas. We note that the Commission’s Consumer Survey, discussed below, also reported demographic statistics for survey respondents. See infra Part III.B.3. If we instead would designate a county as a Native Homeland area solely by whether at least 50% of the land mass is designated by the Census Bureau as American Indian Area/Alaska Native Area/Hawaiian Homeland, we would find similar levels of unserved Americans in such areas as compared to what is reported below. See supra note 101. Specifically, under this alternative definition, we find there would be 106 unserved counties in Native Homeland areas, representing approximately 5 million Americans. Finally, we note that other sources of information report that “[s]ome segments of the population—particularly low-income households, racial and ethnic minorities, seniors, rural residents and people with disabilities—are being left behind.” NATIONAL BROADBAND PLAN at 167; see also id. at 167, Exh. 9-A (reporting current adoption rates for different demographic groups). 106 See Dec. 2008 Form 477 Broadband Data; see also supra note 87 (explaining a basis for why these figures, which are based on the Commission’s Form 477 data, differ somewhat from data reported in the National Broadband Plan and the 2010 Broadband Consumer Survey). 107 47 U.S.C. § 1303(c)(1). 108 See 2010 BROADBAND CONSUMER SURVEY at 3; 47 U.S.C. § 1303(c)(2). 109 See 2010 BROADBAND CONSUMER SURVEY at 11. Survey respondents were asked what type of Internet access transmission service they used at home, including dial-up. See, e.g., id. at 14. Because we are unable to discern from the survey results what portion of the respondents use a broadband service, we do not rely on survey responses regarding the availability of Internet access service to draw inferences regarding the availability of broadband in this report. 110 See id. at 24; see also NATIONAL BROADBAND PLAN at 167. 111 See, e.g., 47 U.S.C. § 1303(c)(1) (directing the Commission to conduct “surveys of consumers in urban, suburban, and rural areas, in the large business, small business, and residential consumer markets”). On June 1, 2010, the Commission released the results of its second consumer survey, which focused on American’s perspectives on online connection speeds. JOHN HORRIGAN & ELLEN SATTERWHITE, OBI, AMERICANS’ PERSPECTIVES ON ONLINE CONNECTION SPEEDS FOR HOME AND MOBILE DEVICES (2010), available at http://hraunfoss.fcc.gov/edocs_public/attachmatch/DOC-298516A1.pdf; see also Press Release, FCC, FCC Survey Finds 4 Out of 5 Americans Don’t Know Their Broadband Speeds, Agency Announces Plans for National Speed Testing, Starts Recruitment for 10,000 Volunteers (June 1, 2010), available at http://hraunfoss.fcc.gov/edocs_public/attachmatch/DOC-298525A1.pdf. 112 47 U.S.C. § 1303. 113 47 U.S.C. § 1303(b). 114 International Broadband Data Report. As the International Broadband Data Report will explain, that report satisfies the Commission’s obligations under the BDIA. 115 The International Bureau has gathered: (1) information for actual prices advertised to consumers for broadband services in different parts of the world from the websites of competitive and new entrant broadband providers; (2) community-level data and information from the Organization for Economic Co-operation and Development (OECD), broadband adoption data from the European Commission’s regional data, and other data from individual government agencies, either through the national statistical agency or the communications ministry and/or regulator; and (3) information about the broadband market and broadband regulations in various countries around the world. 116 47 U.S.C. § 1302(b). We find that although 97% of schools have access to the Internet, crucial gaps exist. See NATIONAL BROADBAND PLAN at 20. More than 50% of teachers say slow or unreliable Internet access presents obstacles to their use of technology in classrooms. Id. 117 See id. at 167 (relying on the 2010 Broadband Consumer Survey and stating that “[w]hile 65% of Americans use broadband at home, the other 35% (roughly 80 million adults) do not”). 118 See supra Part III.B.1 & 2. 119 We interpret “all Americans” in this context as having its ordinary meaning, and thus as establishing the goal of universal broadband availability for every American. We also adopt a straightforward interpretation of “reasonable and timely” as calling for broadband to be made available as soon as possible assuming all reasonable steps are taken. In the absence of indications to the contrary, we find that the ordinary meaning of the statutory language accurately expresses the legislative purpose. See Gross v. FBL Financial Services, Inc., 129 S.Ct. 2343 (2009). 120 See NATIONAL BROADBAND PLAN at 136 (“Because service providers in [areas with low population density] cannot earn enough revenue to cover the costs of deploying and operating broadband networks, including expected returns on capital, there is no business case to offer broadband services in these areas. As a result, it is unlikely that private investment alone will fill the broadband availability gap.”); id. at 21 (stating that “it is unlikely there will be a significant change in the number of unserved Americans based on planned upgrades over the next few years, although some small companies may upgrade their networks to support broadband in currently unserved areas”). 121 Recent Congressional legislation further underscores the importance of ensuring broadband availability to all Americans as soon as reasonably possible, and its position as a top priority for the Commission. As Congress found in 2008 when it amended section 706, broadband “has resulted in enhanced economic development and public safety for communities across the Nation, improved health care and educational opportunities, and a better quality of life for all Americans.” 47 U.S.C. § 1301(1); see also, e.g., 47 U.S.C. § 1301(2) (stating that “[c]ontinued progress in the deployment and adoption of broadband technology is vital to ensuring that our Nation remains competitive and continues to create business and job growth”); 47 U.S.C. § 1305(k)(2) (directing the Commission to develop a National Broadband Plan that would “seek to ensure that all people of the United States have access to broadband capability”). Indeed, broadband is playing an increasingly central role in most aspects of American society. For instance, broadband helps advance “consumer welfare, civic participation, public safety and homeland security, community development, health care delivery, energy independence and efficiency, education, worker training, private sector investment, entrepreneurial activity, job creation and economic growth, and other national purposes.” 47 U.S.C. § 1305(k)(2)(D). 122 As stated above, we emphasize that our conclusion in this report in no way diminishes the progress broadband providers have made to expand broadband deployment throughout America. See supra at para. 6. Nor should our conclusion be taken as evidence that we are questioning the adequacy of the Commission’s prior efforts to increase broadband deployment. 123 See 47 U.S.C. § 1302(b). 124 See NATIONAL BROADBAND PLAN at xi–xv; see also supra para. 7. Instead of choosing a specific path for broadband in America, the plan describes actions the Commission and others should take in “fostering innovation and competition in networks, devices and applications; redirecting assets that government controls or influences in order to spur investment and inclusion; and optimizing the use of broadband to help achieve national priorities.” See NATIONAL BROADBAND PLAN at 5. 125 See supra note 26. 1 Robert W. Crandall & Hal J. Singer, The Economic Impact of Broadband Investment, at 2 (Feb. 23, 2010) (available at http://www.broadbandforamerica.com/press-releases/broadband-america-study-shows-importance-investment-0) (last visited July 20, 2010). 2 FCC, Omnibus Broadband Initiative (OBI), Connecting America: The National Broadband Plan, GN Docket No. 09-51, at 20 (2010). 3 Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable and Timely Fashion, and Possible Steps to Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1999, Separate Statement of Chairman William E. Kennard, Report, 14 FCC Rcd 2398 (1999). 4 Id. 5 Sixth Broadband Deployment Report, FCC 10-129, supra, at n.19 (detailing access to terrestrial 768 kbps services). 6 Local Telephone Competition and Broadband Reporting, Report and Order, 19 FCC Rcd 22340 (2004). 7 Inquiry Concerning the Deployment of Advanced Telecommunications Capability to All Americans in a Reasonable And Timely Fashion, and Possible Steps To Accelerate Such Deployment Pursuant to Section 706 of the Telecommunications Act of 1996, Third Report, 17 FCC Rcd 2844, para. 10 (2002). 8 Id. 9 Sixth Broadband Deployment Report, supra, at n.81. 10 Connect America Fund; A National Broadband Plan for Our Future; High-Cost Universal Service Support, Notice of Inquiry and Notice of Proposed Rulemaking, 25 FCC Rcd 6657, at App. C (2010). ?? ?? (…continued from previous page) (continued…) ?? ?? 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