Tennessee 2024 General Election Precinct-Level Results and Boundaries ## RDH Date Retrieval 03/13/26 ## Sources Election results from Tennessee Secretary of State (https://sos.tn.gov/elections/results#2024). See Williamson County note under precinct sources for additional information on minor election results processing in that county. Precinct boundaries are sourced primarily via the Tennessee Comptroller of the Treasury website (https://comptroller.tn.gov/maps.html). In the following counties, additional sources were used or processing was completed: Bledsoe County: 6-3 Herndon was combined with 6-2 Lusk to reflect 2024 boundaries available online Carter County: Edits to National Guard, Armory, Eastside, Siam, Keenburg, Range, and Watauga based on county correspondence Coffee County: Separate 9-2 Cedar Lane, 9-4 Cedar Lane using information available online Cumberland County: Edits to Homestead, Linary, Lantana and Tansi precincts based on discrepancy identified using the voter file and communication with county Davidson County: Precinct shapefile from county GIS Fayette County: Revert to 2023 map which is available online and was in place for 2024 elections Jackson County: Swapped 6-1 and 6-2 in the shapefile based off of conversation with county election official McMinn County: Edited to map to match 2024 precincts available online Williamson County: Precinct 1-4's election results are reported with different precincts depending on the election (with 1-5 for President, Senate and TN House, but with 1-3 for US Congressional District 5). Election results 1-3-4 and 1-4-5 have been changed to 1-3 and 1-5 respectively. 1-4 precinct shape combined with 1-5 to reflect how senate and presidential results reported. Precinct maps (dated January 2024) available for precincts 1-3, 1-4 and 1-5, show these precincts with total populations of 4,205, 2 and 2,869 respectively. All counties' precinct boundaries were compared against precinct assignments from a Tennessee voter file from L2 dated February 25th, 2025. ## Notes on Field Names: Columns reporting votes generally follow the pattern: One example is: GPREDCLI The first character is G for a general election, P for a primary, S for a special, and R for a runoff. Characters 2 and 3 are the year of the election. Characters 4-6 represent the office type (see list below). Character 7 represents the party of the candidate. Characters 8-10 are the first three letters of the candidate's last name. Office Codes Used: CON## - U.S. Congress PRE - President of the United States SL## - Tennessee House of Representatives SU## - Tennessee Senate USS - United States Senate Party Codes Used: D - Democratic I - Independent O - Other / Write-In R - Republican ## Fields: Field Name Description UNIQUE_ID Unique ID for each precinct COUNTYFP County FIP identifier County County Name Precinct Precinct Name G24PREDHAR President and Vice President of the United States, Electors for Kamala D. Harris for President and Tim Walz for Vice President, Democratic G24PREIBOW President and Vice President of the United States, Electors for Jay J Bowman for President and De D Bowman for Vice President, Independent G24PREICRU President and Vice President of the United States, Electors for Claudia De la Cruz for President and Karina Garcia for Vice President, Independent G24PREIFRU President and Vice President of the United States, Electors for Rachele Fruit for President and Dennis Richter for Vice President, Independent G24PREIKEN President and Vice President of the United States, Electors for Robert F. Kennedy Jr. for President and Nicole Shanahan for Vice President, Independent G24PREISTE President and Vice President of the United States, Electors for Jill Stein for President and Samson LeBeau Kpadenou for Vice President, Independent G24PRERTRU President and Vice President of the United States, Electors for Donald J. Trump for President and JD Vance for Vice President, Republican G24USSDJOH United States Senate, Gloria Johnson, Democratic G24USSICHA United States Senate, Tharon Chandler, Independent G24USSIMOS United States Senate, Pamela Jeanine "P." Moses, Independent G24USSIROB United States Senate, Hastina Robinson, Independent G24USSRBLA United States Senate, Marsha Blackburn, Republican GCON01DJEN United States House of Representatives District 1, Kevin Jenkins, Democratic GCON01IBAK United States House of Representatives District 1, Richard G. Baker, Independent GCON01IBRA United States House of Representatives District 1, Levi Brake, Independent GCON01RHAR United States House of Representatives District 1, Diana Harshbarger, Republican GCON02DGEO United States House of Representatives District 2, Jane George, Democratic GCON02RBUR United States House of Representatives District 2, Tim Burchett, Republican GCON03DALL United States House of Representatives District 3, Jack Allen, Democratic GCON03IHOW United States House of Representatives District 3, Jean Howard-Hill, Independent GCON03IKIN United States House of Representatives District 3, Stephen "Scooter" King, Independent GCON03RFLE United States House of Representatives District 3, Chuck Fleischmann, Republican GCON04DBRO United States House of Representatives District 4, Victoria Isabel Broderick, Democratic GCON04IENS United States House of Representatives District 4, Earnest Ensley, Independent GCON04INOL United States House of Representatives District 4, Keith Nolan, Independent GCON04RDES United States House of Representatives District 4, Scott DesJarlais, Republican GCON05DABO United States House of Representatives District 5, Maryam Abolfazli, Democratic GCON05IFAP United States House of Representatives District 5, Yomi "Fapas" Faparusi, Independent GCON05ILAR United States House of Representatives District 5, Jim Larkin, Independent GCON05ITIT United States House of Representatives District 5, Bob Titley, Independent GCON05ROGL United States House of Representatives District 5, Andy Ogles, Republican GCON06DBER United States House of Representatives District 6, Lore Bergman, Democratic GCON06RROS United States House of Representatives District 6, John Rose, Republican GCON07DBAR United States House of Representatives District 7, Megan Barry, Democratic GCON07IGRE United States House of Representatives District 7, Shaun Greene, Independent GCON07RGRE United States House of Representatives District 7, Mark E. Green, Republican GCON08DFRE United States House of Representatives District 8, Sarah Freeman, Democratic GCON08IHAR United States House of Representatives District 8, James Hart, Independent GCON08RKUS United States House of Representatives District 8, David Kustoff, Republican GCON09DCOH United States House of Representatives District 9, Steve Cohen, Democratic GCON09IBLA United States House of Representatives District 9, Wendell "Wells" Blankenship, Independent GCON09ICLA United States House of Representatives District 9, Dennis Clark, Independent GCON09RBER United States House of Representatives District 9, Charlotte Bergmann, Republican GSL01RCRA Tennessee House of Representatives District 1, John Crawford, Republican GSL02RHUL Tennessee House of Representatives District 2, Bud Hulsey, Republican GSL03DLOV Tennessee House of Representatives District 3, Lori Love, Democratic GSL03RHIL Tennessee House of Representatives District 3, Timothy Aaron Hill, Republican GSL04RJON Tennessee House of Representatives District 4, Renea Jones, Republican GSL05IAND Tennessee House of Representatives District 5, Rebecca Anderson, Independent GSL05RHAW Tennessee House of Representatives District 5, David B. Hawk, Republican GSL06DBAT Tennessee House of Representatives District 6, Brad Batt, Democratic GSL06RHIC Tennessee House of Representatives District 6, Tim Hicks, Republican GSL07DBRU Tennessee House of Representatives District 7, Sylvain Bruni, Democratic GSL07RALE Tennessee House of Representatives District 7, Rebecca K. Alexander, Republican GSL08DDUB Tennessee House of Representatives District 8, Sue DuBois, Democratic GSL08RMOO Tennessee House of Representatives District 8, Jerome Moon, Republican GSL09RHIC Tennessee House of Representatives District 9, Gary W Hicks Jr, Republican GSL10ODRE Tennessee House of Representatives District 10, Write-In - Nathan Dressel, Other / Write-In GSL10RELD Tennessee House of Representatives District 10, Rick Eldridge, Republican GSL11DGRO Tennessee House of Representatives District 11, Justin L. Gross, Democratic GSL11RFAI Tennessee House of Representatives District 11, Jeremy Faison, Republican GSL12DBRA Tennessee House of Representatives District 12, Leslie P Braddock, Democratic GSL12RATC Tennessee House of Representatives District 12, Fred A. Atchley, Republican GSL13DYAN Tennessee House of Representatives District 13, Jonathan Yancey, Democratic GSL13RSTE Tennessee House of Representatives District 13, Robert Stevens, Republican GSL14DCOL Tennessee House of Representatives District 14, Amanda S Collins, Democratic GSL14RZAC Tennessee House of Representatives District 14, Jason Zachary, Republican GSL15DMCK Tennessee House of Representatives District 15, Sam McKenzie, Democratic GSL15RHIR Tennessee House of Representatives District 15, Justin Hirst, Republican GSL16DCAR Tennessee House of Representatives District 16, Lauren Carver, Democratic GSL16IEAS Tennessee House of Representatives District 16, Sean Eastham, Independent GSL16RCAR Tennessee House of Representatives District 16, Michele Carringer, Republican GSL17RFAR Tennessee House of Representatives District 17, Andrew Ellis Farmer, Republican GSL18DGOL Tennessee House of Representatives District 18, Bryan Goldberg, Democratic GSL18RDAV Tennessee House of Representatives District 18, Elaine Davis, Republican GSL19RWRI Tennessee House of Representatives District 19, Dave Wright, Republican GSL20DGER Tennessee House of Representatives District 20, Karen Gertz, Democratic GSL20RSTI Tennessee House of Representatives District 20, Tom Stinnett, Republican GSL21DMOO Tennessee House of Representatives District 21, Kenneth R. Moore, Democratic GSL21RRUS Tennessee House of Representatives District 21, Lowell Russell, Republican GSL22DGRA Tennessee House of Representatives District 22, Anna Grabowski, Democratic GSL22RHOW Tennessee House of Representatives District 22, Dan Howell, Republican GSL23DTHO Tennessee House of Representatives District 23, David W Thomforde, Democratic GSL23RCOC Tennessee House of Representatives District 23, Mark Cochran, Republican GSL24DCHA Tennessee House of Representatives District 24, Andrea Chase, Democratic GSL24RRAP Tennessee House of Representatives District 24, Kevin Raper, Republican GSL25DADK Tennessee House of Representatives District 25, Wesley M. Adkins, Democratic GSL25RSEX Tennessee House of Representatives District 25, Cameron Sexton, Republican GSL26DGOR Tennessee House of Representatives District 26, Allison Gorman, Democratic GSL26RMAR Tennessee House of Representatives District 26, Greg Martin, Republican GSL27DLEN Tennessee House of Representatives District 27, Kathy Lennon, Democratic GSL27RREN Tennessee House of Representatives District 27, Michele Reneau, Republican GSL28DHAK Tennessee House of Representatives District 28, Yusuf A. Hakeem, Democratic GSL28IBRO Tennessee House of Representatives District 28, Thomas J. Brooks III, Independent GSL29DSCO Tennessee House of Representatives District 29, Ryan Scofield, Democratic GSL29RVIT Tennessee House of Representatives District 29, Greg Vital, Republican GSL30DMCC Tennessee House of Representatives District 30, Heather McClendon, Democratic GSL30RHEL Tennessee House of Representatives District 30, Esther Helton-Haynes, Republican GSL31DWAR Tennessee House of Representatives District 31, Brittany Lynn Warfel, Democratic GSL31IJEN Tennessee House of Representatives District 31, William "Jay" Jenkins, Independent GSL31RTRA Tennessee House of Representatives District 31, Ron Travis, Republican GSL32RFRI Tennessee House of Representatives District 32, Monty G. Fritts, Republican GSL33DBAC Tennessee House of Representatives District 33, Anne Backus, Democratic GSL33RSCA Tennessee House of Representatives District 33, Rick Scarbrough, Republican GSL34DPAN Tennessee House of Representatives District 34, Amelia Pant, Democratic GSL34RRUD Tennessee House of Representatives District 34, Tim Rudd, Republican GSL35DMEL Tennessee House of Representatives District 35, Lexi Melton, Democratic GSL35RSLA Tennessee House of Representatives District 35, William H Slater, Republican GSL36RPOW Tennessee House of Representatives District 36, Dennis Powers, Republican GSL37DBRO Tennessee House of Representatives District 37, Cheri Brown, Democratic GSL37RBAU Tennessee House of Representatives District 37, Charlie Baum, Republican GSL38IARM Tennessee House of Representatives District 38, Alexander Armor, Independent GSL38RKEI Tennessee House of Representatives District 38, Kelly T Keisling, Republican GSL39DDRA Tennessee House of Representatives District 39, Rose Mary Drake, Democratic GSL39RRUD Tennessee House of Representatives District 39, Iris Rudder, Republican GSL40DHAW Tennessee House of Representatives District 40, Daniel T. Hawthorne, Democratic GSL40RHAL Tennessee House of Representatives District 40, Michael Hale, Republican GSL41DHAW Tennessee House of Representatives District 41, Joel Derek Hawn, Democratic GSL41RBUT Tennessee House of Representatives District 41, Ed Butler, Republican GSL42DTAY Tennessee House of Representatives District 42, Amber "Bennie" Taylor, Democratic GSL42RWIL Tennessee House of Representatives District 42, Ryan D. Williams, Republican GSL43RSHE Tennessee House of Representatives District 43, Paul Sherrell, Republican GSL44DROB Tennessee House of Representatives District 44, Brian Robertson, Democratic GSL44RLAM Tennessee House of Representatives District 44, William Lamberth, Republican GSL45DBEA Tennessee House of Representatives District 45, Alison Beale, Democratic GSL45RGAR Tennessee House of Representatives District 45, Johnny Garrett, Republican GSL46DCOC Tennessee House of Representatives District 46, Joni Cochran, Democratic GSL46RBOY Tennessee House of Representatives District 46, Clark Boyd, Republican GSL47IOWE Tennessee House of Representatives District 47, Veronica Owens, Independent GSL47RBRI Tennessee House of Representatives District 47, Rush Bricken, Republican GSL48DFER Tennessee House of Representatives District 48, Matt Ferry, Democratic GSL48RTER Tennessee House of Representatives District 48, Bryan Terry, Republican GSL49DMAT Tennessee House of Representatives District 49, Luis Mata, Democratic GSL49RSPA Tennessee House of Representatives District 49, Mike Sparks, Republican GSL50DMIT Tennessee House of Representatives District 50, Bo Mitchell, Democratic GSL50RWEB Tennessee House of Representatives District 50, Jennifer Frensley Webb, Republican GSL51DBEH Tennessee House of Representatives District 51, Aftyn Behn, Democratic GSL51IKET Tennessee House of Representatives District 51, Jeff Ketelsen, Independent GSL52DJON Tennessee House of Representatives District 52, Justin Jones, Democratic GSL52RNEL Tennessee House of Representatives District 52, Laura Nelson, Republican GSL53DPOW Tennessee House of Representatives District 53, Jason L Powell, Democratic GSL53IDOC Tennessee House of Representatives District 53, Rueben I Dockery, Independent GSL53RNEP Tennessee House of Representatives District 53, Yog Nepal, Republican GSL54DDIX Tennessee House of Representatives District 54, Vincent Dixie, Democratic GSL55DCLE Tennessee House of Representatives District 55, John Ray Clemmons, Democratic GSL56DFRE Tennessee House of Representatives District 56, Bob Freeman, Democratic GSL57DCAR Tennessee House of Representatives District 57, Ailina Carona, Democratic GSL57RLYN Tennessee House of Representatives District 57, Susan M Lynn, Republican GSL58DLOV Tennessee House of Representatives District 58, Harold M. Love, Jr., Democratic GSL59DHEM Tennessee House of Representatives District 59, Caleb Hemmer, Democratic GSL60DBRO Tennessee House of Representatives District 60, Shaundelle Brooks, Democratic GSL60RBOB Tennessee House of Representatives District 60, Chad Bobo, Republican GSL61DJON Tennessee House of Representatives District 61, Claire Jones, Democratic GSL61ILEB Tennessee House of Representatives District 61, Alana LeBlanc, Independent GSL61RBUL Tennessee House of Representatives District 61, Gino Bulso, Republican GSL62RMAR Tennessee House of Representatives District 62, Pat Marsh, Republican GSL63DAND Tennessee House of Representatives District 63, Laura Andreson, Democratic GSL63RMCC Tennessee House of Representatives District 63, Jake McCalmon, Republican GSL64DLON Tennessee House of Representatives District 64, Eileen H. Longstreet, Democratic GSL64RCEP Tennessee House of Representatives District 64, Scott Cepicky, Republican GSL65DWIL Tennessee House of Representatives District 65, LaRhonda Williams, Democratic GSL65RREE Tennessee House of Representatives District 65, Lee Reeves, Republican GSL66DWEB Tennessee House of Representatives District 66, Elizabeth Webb, Democratic GSL66IMEA Tennessee House of Representatives District 66, Kevin Mead, Independent GSL66RKUM Tennessee House of Representatives District 66, Sabi (Doc) Kumar, Republican GSL67DGLY Tennessee House of Representatives District 67, Ronnie Glynn, Democratic GSL67RPEL Tennessee House of Representatives District 67, Jamie Dean Peltz, Republican GSL68DSCO Tennessee House of Representatives District 68, Garfield Scott, Democratic GSL68RMAB Tennessee House of Representatives District 68, Aron Maberry, Republican GSL69RBAR Tennessee House of Representatives District 69, Joseph M. "Jody" Barrett, Republican GSL70DLUT Tennessee House of Representatives District 70, Jason Luttrell, Democratic GSL70RDOG Tennessee House of Representatives District 70, Clay Doggett, Republican GSL71DCOY Tennessee House of Representatives District 71, Tim Coy, Democratic GSL71RCAP Tennessee House of Representatives District 71, Kip Capley, Republican GSL72RHAS Tennessee House of Representatives District 72, Kirk Haston, Republican GSL73RTOD Tennessee House of Representatives District 73, Chris Todd, Republican GSL74RREE Tennessee House of Representatives District 74, Jay D. Reedy, Republican GSL75DPHI Tennessee House of Representatives District 75, Allie Phillips, Democratic GSL75RBUR Tennessee House of Representatives District 75, Jeff Burkhart, Republican GSL76IHAR Tennessee House of Representatives District 76, James Hart, Independent GSL76RDAR Tennessee House of Representatives District 76, Tandy Darby, Republican GSL77RGRI Tennessee House of Representatives District 77, Rusty Grills, Republican GSL78DDOY Tennessee House of Representatives District 78, Deborah Castle Doyle, Democratic GSL78RLIT Tennessee House of Representatives District 78, Mary Littleton, Republican GSL79RMAR Tennessee House of Representatives District 79, Brock Martin, Republican GSL80DSHA Tennessee House of Representatives District 80, Johnny W. Shaw, Democratic GSL80RGRA Tennessee House of Representatives District 80, Brad Grantham, Republican GSL81RMOO Tennessee House of Representatives District 81, Debra Moody, Republican GSL82RHUR Tennessee House of Representatives District 82, Chris Hurt, Republican GSL83DNOR Tennessee House of Representatives District 83, Noah Nordstrom, Democratic GSL83RWHI Tennessee House of Representatives District 83, Mark White, Republican GSL84DTOW Tennessee House of Representatives District 84, Joe Towns Jr., Democratic GSL85DCHI Tennessee House of Representatives District 85, Jesse Chism, Democratic GSL85OSHO Tennessee House of Representatives District 85, Write-In - Daisy Shotwell, Other / Write-In GSL86DPEA Tennessee House of Representatives District 86, Justin J. Pearson, Democratic GSL86IJOH Tennessee House of Representatives District 86, Jeff Johnston, Independent GSL87DCAM Tennessee House of Representatives District 87, Karen Camper, Democratic GSL88DMIL Tennessee House of Representatives District 88, Larry J. Miller, Democratic GSL88RHUN Tennessee House of Representatives District 88, Larry Hunter, Republican GSL89DHAM Tennessee House of Representatives District 89, Cary Hammond, Democratic GSL89RLAF Tennessee House of Representatives District 89, Justin Lafferty, Republican GSL90DJOH Tennessee House of Representatives District 90, Gloria Johnson, Democratic GSL90OHOU Tennessee House of Representatives District 90, Write-In - Zachary Houk, Other / Write-In GSL91DHAR Tennessee House of Representatives District 91, Torrey C. Harris, Democratic GSL92DMAI Tennessee House of Representatives District 92, Teri Mai, Democratic GSL92RWAR Tennessee House of Representatives District 92, Todd Warner, Republican GSL93DHAR Tennessee House of Representatives District 93, G. A. Hardaway, Sr., Democratic GSL93RCLA Tennessee House of Representatives District 93, Renarda Renee Clariett, Republican GSL94DSAI Tennessee House of Representatives District 94, Terry S. Saine, Democratic GSL94RGAN Tennessee House of Representatives District 94, Ron M. Gant, Republican GSL95RVAU Tennessee House of Representatives District 95, Kevin Vaughan, Republican GSL96DSAL Tennessee House of Representatives District 96, Gabby Salinas, Democratic GSL97DHUS Tennessee House of Representatives District 97, Jesse Huseth, Democratic GSL97OYAR Tennessee House of Representatives District 97, Write-In - Christopher Yard, Other / Write-In GSL97RGIL Tennessee House of Representatives District 97, John Gillespie, Republican GSL98DPAR Tennessee House of Representatives District 98, Antonio Parkinson, Democratic GSL98RHAL Tennessee House of Representatives District 98, Cecil Hale, Republican GSL99IMOU Tennessee House of Representatives District 99, William P Mouzon, Independent GSL99RLEA Tennessee House of Representatives District 99, Tom Leatherwood, Republican GSU02DYOU Tennessee Senate District 2, Patti Young, Democratic GSU02RHAT Tennessee Senate District 2, Tom Hatcher, Republican GSU04IPRI Tennessee Senate District 4, Dalia M. Price, Independent GSU04RHAR Tennessee Senate District 4, Bobby Harshbarger, Republican GSU06DBRY Tennessee Senate District 6, Domonica Bryan, Democratic GSU06RMAS Tennessee Senate District 6, Becky Duncan Massey, Republican GSU08DELL Tennessee Senate District 8, R. E. Ellison, Democratic GSU08RSEA Tennessee Senate District 8, Jessie Seal, Republican GSU10DCRU Tennessee Senate District 10, Missy Crutchfield, Democratic GSU10RGAR Tennessee Senate District 10, Todd Gardenhire, Republican GSU12IHUT Tennessee Senate District 12, Charles Hutson II, Independent GSU12RYAG Tennessee Senate District 12, Ken Yager, Republican GSU14DSMI Tennessee Senate District 14, E. R. Smith, Democratic GSU14RREE Tennessee Senate District 14, Shane Reeves, Republican GSU16DSTE Tennessee Senate District 16, Wayne Steele, Democratic GSU16IBEA Tennessee Senate District 16, Scott Bean, Independent GSU16RBOW Tennessee Senate District 16, Janice Bowling, Republican GSU18DCHA Tennessee Senate District 18, Walter S. Chandler, Democratic GSU18IBLA Tennessee Senate District 18, Laura A. Black, Independent GSU18IGEN Tennessee Senate District 18, John Gentry, Independent GSU18RHAI Tennessee Senate District 18, Ferrell Haile, Republican GSU20DCAM Tennessee Senate District 20, Heidi Campbell, Democratic GSU20RRAM Tennessee Senate District 20, Wyatt Rampy, Republican GSU22DREY Tennessee Senate District 22, Karen Reynolds, Democratic GSU22RPOW Tennessee Senate District 22, Bill Powers, Republican GSU24RSTE Tennessee Senate District 24, John D. Stevens, Republican GSU26OGRA Tennessee Senate District 26, Write-In - James Gray, Other / Write-In GSU26RWAL Tennessee Senate District 26, Page Walley, Republican GSU28DDAL Tennessee Senate District 28, James Dallas, Democratic GSU28RHEN Tennessee Senate District 28, Joey Hensley, Republican GSU30DKYL Tennessee Senate District 30, Sara P. Kyle, Democratic GSU30IMOR Tennessee Senate District 30, Mitchell Morrison, Independent GSU32RROS Tennessee Senate District 32, Paul W. Rose, Republican ## Processing Steps After joining the precincts to their boundaries, the files were checked for precinct-district splits. Ultimately, the precinct boundary and election result files are split across three different files. The "_all_" file contains all the election results joined to precinct boundaries, but does not account for the various precinct-district splits identified in processing and as such, does not contain district assignments. The "_cong_" and "_sldl_" files contain Congressional and State House results at the most granular units for which data is available. Please note that in order to minimize superfluous splits, precinct splits are only made when a precinct contains votes for candidates in multiple districts, as such district assignments for precincts many not perfectly correspond to the districts themselves, particularly in large, uninhabited areas. In 5 precincts (Carter-:-Hampton, Hawkins-:-2 Church Hill, Hawkins-:-3 Carter's Valley, Henry-:-2-2, and Rutherford-:-6-1), votes for State House District candidates are present, despite the fact that this precinct does not geographically intersect that district. We confirmed that no processing errors were made in the election results and rechecked precinct boundary data online. When constructing the "_sldl_" file, these 82 votes ('GSL03DLOV': 4, 'GSL03RHIL': 22,'GSL04RJON': 23,'GSL09RHIC': 14,'GSL34DPAN': 4,'GSL34RRUD': 7,'GSL76IHAR': 1,'GSL76RDAR': 7) are removed from the file. These votes are not removed from the "_all_" file. The "smart_repair" function from the maup package, created by MGGG (https://github.com/mggg/maup) was used to clean any minor overlap and alignment issues resulting from using a multitude of different precinct shapefile sources. Election results were aggregated to the state-level and compared against official election results from the state (https://sos-prod.tnsosgovfiles.com/s3fs-public/document/20241105GeneralbyOffice.pdf). Totals matched in all instances. ## Projection CRS: WGS_84_UTM_zone_16N Please direct questions related to processing this dataset to info@redistrictingdatahub.org.