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<p style='margin-bottom:1.5rem; margin-top:0px;'><strong><u>Version/Sprint 6 (</u></strong><span style='font-family:Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif; font-size:16px;'><strong><u>June</u></strong></span><strong><u> 2021)</u> Privacy Loss Budget 19.61</strong></p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-top:0px;'>Census 2020 brings a new era of disclosure avoidance with the implementation of differential privacy. Differential privacy is a “formal privacy” approach that provides proven mathematical privacy assurances by adding uncertainty or “noise” to the released data. This technique determines the amount of noise necessary to balance privacy loss and accuracy via mathematical formulas. To better prepare data users for this shift, the Census Bureau has released 2010 Demonstration Data Products that provide the public with a sneak peek at what the 2010 raw data would look like after being pushed through the differential privacy system that is under development.</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-top:0px;'>The Census Bureau continues to improve the disclosure avoidance system and are actively soliciting feedback. We strongly suggest you run you highest priority workflows using both the original Census 2010 SF1 and Census 2010 with differential privacy applied. If you have concerns, please let the Census Bureau know by sending an email to <a style='color:rgb(0, 121, 193); font-family:inherit; text-decoration-line:none;' href='mailto:2020DAS@census.gov' rel='nofollow ugc'>2020DAS@census.gov</a>. As additional versions of the demonstration data are released the data will be published in the Living Atlas so that you can ensure your priority use cases are minimally impacted.<span style='font-family:inherit;'> </span></p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-top:0px;'>These layers contain select critical variables for both the original Census 2010 SF1 and Census 2010 with differential privacy applied. This version of the demonstration products was released on <strong>06-08-2021</strong>. Persons Per Household and Occupancy Rates were calculated using the housing unit, household, and household population variables. Fields with a “dp_” prefix indicate values from the differentially privatized data, and the “sf_” prefix indicates values from the original SF1 release.</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-top:0px;'>Data are shown in Census 2010 boundaries for the following geographies:</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-left:1in; margin-top:0px; text-indent:-0.25in;'><span style='font-family:inherit;'>·</span><span style='font-family:"Times New Roman"; font-size:7pt;'><span style='font-stretch:normal; font-variant-east-asian:normal; font-variant-numeric:normal;'> </span></span>States</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-left:1in; margin-top:0px; text-indent:-0.25in;'><span style='font-family:inherit;'>·</span><span style='font-family:"Times New Roman"; font-size:7pt;'><span style='font-stretch:normal; font-variant-east-asian:normal; font-variant-numeric:normal;'> </span></span>Counties</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-left:1in; margin-top:0px; text-indent:-0.25in;'><span style='font-family:inherit;'>·</span><span style='font-family:"Times New Roman"; font-size:7pt;'><span style='font-stretch:normal; font-variant-east-asian:normal; font-variant-numeric:normal;'> </span></span>County Subdivisions</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-left:1in; margin-top:0px; text-indent:-0.25in;'><span style='font-family:inherit;'>·</span><span style='font-family:"Times New Roman"; font-size:7pt;'><span style='font-stretch:normal; font-variant-east-asian:normal; font-variant-numeric:normal;'> </span></span>Tracts</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-left:1in; margin-top:0px; text-indent:-0.25in;'><span style='font-family:inherit;'>·</span><span style='font-family:"Times New Roman"; font-size:7pt;'><span style='font-stretch:normal; font-variant-east-asian:normal; font-variant-numeric:normal;'> </span></span>Block Groups</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-left:1in; margin-top:0px; text-indent:-0.25in;'><span style='font-family:inherit;'>·</span><span style='font-family:"Times New Roman"; font-size:7pt;'><span style='font-stretch:normal; font-variant-east-asian:normal; font-variant-numeric:normal;'> </span></span>Places</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-left:1in; margin-top:0px; text-indent:-0.25in;'><span style='font-family:inherit;'>·</span><span style='font-family:"Times New Roman"; font-size:7pt;'><span style='font-stretch:normal; font-variant-east-asian:normal; font-variant-numeric:normal;'> </span></span>Congressional Districts 110th-112th (CD)</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-left:1in; margin-top:0px; text-indent:-0.25in;'><span style='font-family:inherit;'>·</span><span style='font-family:"Times New Roman"; font-size:7pt;'><span style='font-stretch:normal; font-variant-east-asian:normal; font-variant-numeric:normal;'> </span></span>American Indian Areas (AIA)</p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-top:0px;'>Census Geography are <a style='color:rgb(0, 121, 193); font-family:inherit; text-decoration-line:none;' target='_blank' href='https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.2010.html' rel='nofollow ugc noopener noreferrer'>2010 TIGER/Line Shapefiles</a></p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-top:0px;'>Tabulated data was obtained from <a style='color:rgb(0, 121, 193); font-family:inherit; text-decoration-line:none;' target='_blank' href='https://www.nhgis.org/' rel='nofollow ugc noopener noreferrer'>IPUMS NHGIS</a>. David Van Riper, Tracy Kugler, and Jonathan Schroeder. IPUMS NHGIS Privacy-Protected 2010 Census Demonstration Data, version 20210608 [Database]. Minneapolis, MN: IPUMS. 2021.<br /><a style='color:rgb(0, 121, 193); font-family:inherit; text-decoration-line:none;' target='_blank' href='https://www.nhgis.org/privacy-protected-demonstration-data' rel='nofollow ugc noopener noreferrer'>https://www.nhgis.org/privacy-protected-demonstration-data</a></p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-top:0px;'>Visit the Census Bureau’s website to learn more about the implementation and ongoing development of the differential privacy system for future Census Bureau data releases.<span style='font-family:inherit;'> </span></p><p style='font-family:"Avenir Next W01", "Avenir Next W00", "Avenir Next", Avenir, "Helvetica Neue", sans-serif; font-size:16px; margin-bottom:1.5rem; margin-top:0px;'>Read <a style='color:rgb(0, 121, 193); font-family:inherit; text-decoration-line:none;' target='_blank' href='https://www.esri.com/arcgis-blog/products/esri-demographics/state-government/census-2020-differential-privacy/' rel='nofollow ugc noopener noreferrer'>this Esri blog</a> for more information on how Esri is helping data users prepare for the impacts of differential privacy.</p>
Demonstration ProductsCensus 2020demographicsEsri Updated DemographicsPrivacy
Compare original Census 2010 SF1 and Census 2010 with differential privacy applied for eight levels of geography. These data are Version/Sprint 6, released on 06-08-2021.
U.S. Census Bureau, IPUMS NHGIS, University of Minnesota, www.nhgis.org.
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