Data Science

Scott Sobie is a certified Master of Science from Marquette University. With over a decade of Data Science experience, Scott can turn your raw data into actionable insights that move your business forward!

Data Example

Concentration of Railcar Traffic Deliveries Across the USA in 2019:

Prince William, VA Manassas Park, VA North Slope, AK Northwest Arctic, AK Prince of Wales-Hyder, AK Ketchikan Gateway, AK Wrangell, AK Petersburg, AK Sitka, AK Haines, AK Juneau, AK Skagway, AK Hoonah-Angoon, AK Yakutat, AK Aleutians West, AK Aleutians East, AK Kodiak Island, AK Bristol Bay, AK Dillingham, AK Lake and Peninsula, AK Kenai Peninsula, AK Anchorage, AK Valdez-Cordova, AK Matanuska-Susitna, AK Southeast Fairbanks, AK Fairbanks North Star, AK Denali, AK Bethel, AK Kusilvak, AK Nome, AK Yukon-Koyukuk, AK Houston, AL Henry, AL Geneva, AL Dale, AL Coffee, AL Covington, AL Mobile, AL Baldwin, AL Escambia, AL Conecuh, AL Washington, AL Choctaw, AL Clarke, AL Monroe, AL Wilcox, AL Butler, AL Crenshaw, AL Pike, AL Bullock, AL Macon, AL Lowndes, AL Montgomery, AL Elmore, AL Autauga, AL Dallas, AL Marengo, AL Sumter, AL Perry, AL Chilton, AL Coosa, AL Tallapoosa, AL Clay, AL Talladega, AL Shelby, AL Bibb, AL Hale, AL Greene, AL Pickens, AL Tuscaloosa, AL Jefferson, AL Walker, AL Lamar, AL Fayette, AL Franklin, AL Marion, AL Winston, AL Cullman, AL Blount, AL St. Clair, AL Calhoun, AL Etowah, AL Marshall, AL Morgan, AL Lawrence, AL Colbert, AL Lauderdale, AL Limestone, AL Madison, AL Jackson, AL DeKalb, AL Cherokee, AL Cleburne, AL Randolph, AL Chambers, AL Lee, AL Russell, AL Barbour, AL Chicot, AR Ashley, AR Pope, AR Newton, AR Madison, AR Franklin, AR Johnson, AR Logan, AR Yell, AR Perry, AR Conway, AR Faulkner, AR Van Buren, AR Searcy, AR Stone, AR Cleburne, AR White, AR Independence, AR Jackson, AR Woodruff, AR St. Francis, AR Crittenden, AR Cross, AR Poinsett, AR Mississippi, AR Craighead, AR Izard, AR Lawrence, AR Sharp, AR Greene, AR Clay, AR Randolph, AR Fulton, AR Baxter, AR Marion, AR Boone, AR Carroll, AR Benton, AR Washington, AR Crawford, AR Sebastian, AR Scott, AR Montgomery, AR Garland, AR Saline, AR Pulaski, AR Lonoke, AR Prairie, AR Monroe, AR Lee, AR Phillips, AR Jefferson, AR Grant, AR Hot Spring, AR Dallas, AR Cleveland, AR Lincoln, AR Arkansas, AR Desha, AR Drew, AR Bradley, AR Calhoun, AR Ouachita, AR Nevada, AR Hempstead, AR Clark, AR Pike, AR Howard, AR Polk, AR Sevier, AR Little River, AR Miller, AR Lafayette, AR Columbia, AR Union, AR Mohave, AZ La Paz, AZ Cochise, AZ Santa Cruz, AZ Pima, AZ Greenlee, AZ Graham, AZ Apache, AZ Navajo, AZ Gila, AZ Pinal, AZ Yuma, AZ Maricopa, AZ Coconino, AZ Yavapai, AZ Del Norte, CA Siskiyou, CA Imperial, CA Riverside, CA San Diego, CA Orange, CA Los Angeles, CA Ventura, CA Santa Barbara, CA San Luis Obispo, CA Kern, CA San Bernardino, CA Inyo, CA Tulare, CA Kings, CA Madera, CA Fresno, CA Monterey, CA San Benito, CA Merced, CA Santa Cruz, CA San Mateo, CA Alameda, CA Santa Clara, CA Stanislaus, CA Mariposa, CA Tuolumne, CA Mono, CA Alpine, CA Calaveras, CA Amador, CA San Joaquin, CA Contra Costa, CA El Dorado, CA Sacramento, CA Solano, CA San Francisco, CA Marin, CA Napa, CA Sonoma, CA Yolo, CA Placer, CA Nevada, CA Sierra, CA Yuba, CA Sutter, CA Colusa, CA Lake, CA Butte, CA Glenn, CA Plumas, CA Tehama, CA Mendocino, CA Humboldt, CA Trinity, CA Shasta, CA Lassen, CA Modoc, CA Montezuma, CO La Plata, CO Prowers, CO Bent, CO Kiowa, CO Cheyenne, CO Kit Carson, CO Yuma, CO Washington, CO Phillips, CO Sedgwick, CO Logan, CO Morgan, CO Baca, CO Otero, CO Crowley, CO Lincoln, CO Elbert, CO Arapahoe, CO Weld, CO Adams, CO Denver, CO Douglas, CO El Paso, CO Teller, CO Pueblo, CO Las Animas, CO Huerfano, CO Costilla, CO Conejos, CO Alamosa, CO Rio Grande, CO Custer, CO Fremont, CO Saguache, CO Chaffee, CO Gunnison, CO Pitkin, CO Lake, CO Park, CO Jefferson, CO Gilpin, CO Clear Creek, CO Summit, CO Eagle, CO Boulder, CO Grand, CO Larimer, CO Jackson, CO Routt, CO Moffat, CO Rio Blanco, CO Garfield, CO Delta, CO Mesa, CO Montrose, CO San Juan, CO Dolores, CO San Miguel, CO Ouray, CO Hinsdale, CO Mineral, CO Archuleta, CO Broomfield, CO Hartford, CT Litchfield, CT Fairfield, CT New Haven, CT Middlesex, CT New London, CT Tolland, CT Windham, CT New Castle, DE Sussex, DE Kent, DE Bay, FL Jackson, FL Charlotte, FL Lee, FL Hendry, FL Collier, FL Monroe, FL Miami-Dade, FL Broward, FL Palm Beach, FL Sarasota, FL DeSoto, FL Glades, FL Martin, FL St. Lucie, FL Indian River, FL Okeechobee, FL Highlands, FL Hardee, FL Manatee, FL Pinellas, FL Hillsborough, FL Hernando, FL Pasco, FL Osceola, FL Polk, FL Orange, FL Seminole, FL Lake, FL Sumter, FL Citrus, FL Levy, FL Marion, FL Volusia, FL Brevard, FL Washington, FL Holmes, FL Walton, FL Okaloosa, FL Santa Rosa, FL Escambia, FL Calhoun, FL Gulf, FL Franklin, FL Dixie, FL Gilchrist, FL Alachua, FL Putnam, FL Flagler, FL St. Johns, FL Clay, FL Bradford, FL Union, FL Suwannee, FL Lafayette, FL Taylor, FL Wakulla, FL Liberty, FL Gadsden, FL Leon, FL Jefferson, FL Madison, FL Hamilton, FL Columbia, FL Baker, FL Duval, FL Nassau, FL Rabun, GA Towns, GA Mitchell, GA Baker, GA Miller, GA Early, GA Seminole, GA Decatur, GA Grady, GA Thomas, GA Brooks, GA Colquitt, GA Cook, GA Lanier, GA Lowndes, GA Echols, GA Clinch, GA Atkinson, GA Berrien, GA Irwin, GA Tift, GA Worth, GA Dougherty, GA Calhoun, GA Clay, GA Quitman, GA Randolph, GA Terrell, GA Lee, GA Crisp, GA Turner, GA Ben Hill, GA Coffee, GA Bacon, GA Wayne, GA Pierce, GA Brantley, GA Ware, GA Charlton, GA Camden, GA Glynn, GA McIntosh, GA Heard, GA Haralson, GA Polk, GA Floyd, GA Chattooga, GA Whitfield, GA Catoosa, GA Walker, GA Dade, GA Long, GA Appling, GA Jeff Davis, GA Stewart, GA Webster, GA Sumter, GA Wilcox, GA Telfair, GA Wheeler, GA Dodge, GA Pulaski, GA Dooly, GA Macon, GA Schley, GA Marion, GA Chattahoochee, GA Muscogee, GA Taylor, GA Talbot, GA Harris, GA Troup, GA Carroll, GA Paulding, GA Murray, GA Gordon, GA Bartow, GA Cobb, GA Douglas, GA Coweta, GA Meriwether, GA Pike, GA Upson, GA Crawford, GA Peach, GA Houston, GA Bleckley, GA Laurens, GA Wilkinson, GA Twiggs, GA Bibb, GA Baldwin, GA Jones, GA Monroe, GA Lamar, GA Spalding, GA Fayette, GA Clayton, GA Butts, GA Henry, GA DeKalb, GA Fulton, GA Cherokee, GA Pickens, GA Dawson, GA Forsyth, GA Gwinnett, GA Rockdale, GA Jasper, GA Newton, GA Walton, GA Barrow, GA Jackson, GA Clarke, GA Oconee, GA Morgan, GA Putnam, GA Hancock, GA Taliaferro, GA Greene, GA Oglethorpe, GA Wilkes, GA Warren, GA McDuffie, GA Glascock, GA Jefferson, GA Washington, GA Johnson, GA Treutlen, GA Montgomery, GA Toombs, GA Liberty, GA Evans, GA Tattnall, GA Candler, GA Emanuel, GA Chatham, GA Bryan, GA Bulloch, GA Jenkins, GA Effingham, GA Screven, GA Burke, GA Richmond, GA Columbia, GA Lincoln, GA Elbert, GA Madison, GA Banks, GA Hall, GA Lumpkin, GA Gilmer, GA Fannin, GA Union, GA White, GA Habersham, GA Hart, GA Franklin, GA Stephens, GA Kauai, HI Honolulu, HI Maui, HI Hawaii, HI Kalawao, HI Scott, IA Clinton, IA Lyon, IA Sioux, IA Plymouth, IA Cherokee, IA O Brien, IA Osceola, IA Dickinson, IA Clay, IA Buena Vista, IA Pocahontas, IA Palo Alto, IA Emmet, IA Kossuth, IA Humboldt, IA Woodbury, IA Ida, IA Sac, IA Calhoun, IA Webster, IA Greene, IA Carroll, IA Crawford, IA Monona, IA Harrison, IA Shelby, IA Audubon, IA Guthrie, IA Adair, IA Cass, IA Pottawattamie, IA Fremont, IA Mills, IA Montgomery, IA Page, IA Taylor, IA Adams, IA Union, IA Ringgold, IA Decatur, IA Clarke, IA Madison, IA Dallas, IA Boone, IA Hamilton, IA Wright, IA Hancock, IA Winnebago, IA Worth, IA Cerro Gordo, IA Franklin, IA Hardin, IA Story, IA Polk, IA Warren, IA Lucas, IA Wayne, IA Appanoose, IA Monroe, IA Marion, IA Jasper, IA Marshall, IA Grundy, IA Butler, IA Floyd, IA Mitchell, IA Howard, IA Chickasaw, IA Bremer, IA Black Hawk, IA Tama, IA Poweshiek, IA Mahaska, IA Wapello, IA Davis, IA Van Buren, IA Jefferson, IA Benton, IA Iowa, IA Keokuk, IA Washington, IA Henry, IA Lee, IA Des Moines, IA Louisa, IA Muscatine, IA Johnson, IA Linn, IA Cedar, IA Jones, IA Buchanan, IA Fayette, IA Winneshiek, IA Allamakee, IA Clayton, IA Delaware, IA Dubuque, IA Jackson, IA Fremont, ID Clark, ID Benewah, ID Kootenai, ID Bonner, ID Boundary, ID Latah, ID Nez Perce, ID Lewis, ID Adams, ID Washington, ID Payette, ID Boise, ID Gem, ID Canyon, ID Ada, ID Elmore, ID Owyhee, ID Camas, ID Gooding, ID Jerome, ID Twin Falls, ID Cassia, ID Oneida, ID Power, ID Bannock, ID Franklin, ID Bear Lake, ID Caribou, ID Minidoka, ID Lincoln, ID Bonneville, ID Bingham, ID Blaine, ID Valley, ID Shoshone, ID Clearwater, ID Idaho, ID Custer, ID Lemhi, ID Butte, ID Jefferson, ID Madison, ID Teton, ID Vermilion, IL Iroquois, IL Alexander, IL Pulaski, IL Massac, IL Hardin, IL Pope, IL Johnson, IL Union, IL Gallatin, IL Saline, IL Williamson, IL Jackson, IL Monroe, IL Randolph, IL Perry, IL Franklin, IL Hamilton, IL White, IL Jefferson, IL Washington, IL Clinton, IL St. Clair, IL Madison, IL Bond, IL Marion, IL Wayne, IL Wabash, IL Edwards, IL Lawrence, IL Richland, IL Clay, IL Jasper, IL Crawford, IL Clark, IL Cumberland, IL Effingham, IL Fayette, IL Shelby, IL Montgomery, IL Jersey, IL Macoupin, IL Calhoun, IL Greene, IL Christian, IL Coles, IL Edgar, IL Douglas, IL Moultrie, IL Macon, IL Sangamon, IL Morgan, IL Scott, IL Pike, IL Brown, IL Adams, IL Hancock, IL McDonough, IL Schuyler, IL Cass, IL Menard, IL Mason, IL Logan, IL De Witt, IL Piatt, IL Champaign, IL Ford, IL McLean, IL Tazewell, IL Woodford, IL Peoria, IL Fulton, IL Warren, IL Henderson, IL Mercer, IL Knox, IL Stark, IL Marshall, IL Putnam, IL Livingston, IL Kankakee, IL Grundy, IL Will, IL Kendall, IL LaSalle, IL Bureau, IL Henry, IL Rock Island, IL Lee, IL Whiteside, IL Carroll, IL Ogle, IL DeKalb, IL Kane, IL DuPage, IL Cook, IL Lake, IL McHenry, IL Boone, IL Winnebago, IL Stephenson, IL Jo Daviess, IL Porter, IN Lake, IN Perry, IN Spencer, IN Warrick, IN Vanderburgh, IN Posey, IN Gibson, IN Pike, IN Dubois, IN Crawford, IN Harrison, IN Floyd, IN Clark, IN Ohio, IN Switzerland, IN Jefferson, IN Scott, IN Washington, IN Orange, IN Martin, IN Daviess, IN Knox, IN Sullivan, IN Greene, IN Lawrence, IN Jackson, IN Jennings, IN Ripley, IN Dearborn, IN Franklin, IN Decatur, IN Bartholomew, IN Brown, IN Monroe, IN Owen, IN Clay, IN Vigo, IN Vermillion, IN Parke, IN Putnam, IN Morgan, IN Johnson, IN Shelby, IN Rush, IN Fayette, IN Union, IN Wayne, IN Henry, IN Hancock, IN Marion, IN Hendricks, IN Boone, IN Hamilton, IN Randolph, IN Delaware, IN Madison, IN Tipton, IN Clinton, IN Montgomery, IN Fountain, IN Jay, IN Blackford, IN Grant, IN Howard, IN Carroll, IN Tippecanoe, IN Warren, IN Benton, IN Adams, IN Wells, IN Huntington, IN Wabash, IN Miami, IN Cass, IN White, IN Allen, IN Whitley, IN Fulton, IN Pulaski, IN DeKalb, IN Noble, IN Kosciusko, IN Marshall, IN Starke, IN Jasper, IN Newton, IN Steuben, IN LaGrange, IN Elkhart, IN St. Joseph, IN LaPorte, IN Doniphan, KS Brown, KS Stanton, KS Morton, KS Stevens, KS Grant, KS Haskell, KS Seward, KS Meade, KS Gray, KS Ford, KS Clark, KS Comanche, KS Kiowa, KS Edwards, KS Pratt, KS Barber, KS Harper, KS Kingman, KS Reno, KS Harvey, KS Sedgwick, KS Sumner, KS Cowley, KS Butler, KS Chautauqua, KS Elk, KS Greenwood, KS Montgomery, KS Wilson, KS Woodson, KS Labette, KS Neosho, KS Allen, KS Cherokee, KS Crawford, KS Bourbon, KS Hamilton, KS Greeley, KS Wallace, KS Sherman, KS Cheyenne, KS Stafford, KS Kearny, KS Finney, KS Hodgeman, KS Pawnee, KS Coffey, KS Anderson, KS Linn, KS Miami, KS Franklin, KS Osage, KS Lyon, KS Chase, KS Morris, KS Marion, KS McPherson, KS Rice, KS Saline, KS Ellsworth, KS Barton, KS Rush, KS Ness, KS Lane, KS Scott, KS Wichita, KS Logan, KS Gove, KS Trego, KS Ellis, KS Russell, KS Lincoln, KS Ottawa, KS Dickinson, KS Geary, KS Wabaunsee, KS Shawnee, KS Douglas, KS Johnson, KS Wyandotte, KS Leavenworth, KS Jefferson, KS Atchison, KS Jackson, KS Pottawatomie, KS Riley, KS Clay, KS Cloud, KS Mitchell, KS Osborne, KS Rooks, KS Graham, KS Sheridan, KS Thomas, KS Rawlins, KS Decatur, KS Phillips, KS Norton, KS Smith, KS Jewell, KS Republic, KS Washington, KS Marshall, KS Nemaha, KS Hickman, KY Fulton, KY Bell, KY Knox, KY Whitley, KY Laurel, KY Clay, KY Leslie, KY Harlan, KY Letcher, KY Knott, KY Perry, KY Owsley, KY Jackson, KY Estill, KY Lee, KY Breathitt, KY Floyd, KY Johnson, KY Magoffin, KY Wolfe, KY Powell, KY Clark, KY Montgomery, KY Menifee, KY Morgan, KY Elliott, KY Rowan, KY Bath, KY Nicholas, KY Fleming, KY Robertson, KY Bracken, KY Mason, KY Lewis, KY Boyd, KY Greenup, KY Carter, KY Lawrence, KY Martin, KY Pike, KY Harrison, KY Bourbon, KY Madison, KY Rockcastle, KY McCreary, KY Lincoln, KY Garrard, KY Jessamine, KY Fayette, KY Woodford, KY Scott, KY Franklin, KY Anderson, KY Mercer, KY Boyle, KY Casey, KY Pulaski, KY Wayne, KY Russell, KY Clinton, KY Cumberland, KY Adair, KY Taylor, KY Marion, KY Washington, KY Spencer, KY Shelby, KY Henry, KY Owen, KY Grant, KY Pendleton, KY Campbell, KY Kenton, KY Boone, KY Gallatin, KY Carroll, KY Trimble, KY Oldham, KY Jefferson, KY Bullitt, KY Nelson, KY Larue, KY Green, KY Metcalfe, KY Monroe, KY Simpson, KY Allen, KY Barren, KY Hart, KY Hardin, KY Meade, KY Hancock, KY Breckinridge, KY Grayson, KY Edmonson, KY Warren, KY Butler, KY Logan, KY Todd, KY Muhlenberg, KY Ohio, KY Daviess, KY McLean, KY Hopkins, KY Christian, KY Trigg, KY Lyon, KY Caldwell, KY Webster, KY Henderson, KY Union, KY Crittenden, KY Livingston, KY Calloway, KY Marshall, KY Graves, KY McCracken, KY Carlisle, KY Ballard, KY St. Tammany, LA Washington, LA Red River, LA Bienville, LA Lincoln, LA Jackson, LA Winn, LA Caldwell, LA Ouachita, LA Richland, LA Franklin, LA Tensas, LA Madison, LA East Carroll, LA West Carroll, LA Morehouse, LA Union, LA Claiborne, LA Webster, LA Bossier, LA Caddo, LA De Soto, LA Sabine, LA Natchitoches, LA Grant, LA LaSalle, LA Catahoula, LA Concordia, LA Avoyelles, LA Rapides, LA Vernon, LA Evangeline, LA Allen, LA Beauregard, LA Jefferson Davis, LA Calcasieu, LA Cameron, LA Acadia, LA St. Landry, LA Pointe Coupee, LA West Baton Rouge, LA Lafayette, LA Vermilion, LA Iberia, LA Iberville, LA Assumption, LA St. Martin, LA St. Mary, LA Terrebonne, LA Lafourche, LA St. James, LA Ascension, LA East Baton Rouge, LA East Feliciana, LA St. Helena, LA Livingston, LA St. John the Baptist, LA St. Charles, LA Tangipahoa, LA Orleans, LA St. Bernard, LA Plaquemines, LA West Feliciana, LA Jefferson, LA Worcester, MA Middlesex, MA Nantucket, MA Barnstable, MA Suffolk, MA Bristol, MA Plymouth, MA Norfolk, MA Essex, MA Hampden, MA Hampshire, MA Berkshire, MA Franklin, MA Dukes, MA Allegany, MD Garrett, MD St. Mary s, MD Charles, MD Worcester, MD Wicomico, MD Washington, MD Calvert, MD Talbot, MD Caroline, MD Kent, MD Baltimore City, MD Prince George s, MD Anne Arundel, MD Howard, MD Montgomery, MD Queen Anne s, MD Cecil, MD Harford, MD Baltimore Co., MD Carroll, MD Frederick, MD Somerset, MD Accomack, VA Dorchester, MD Aroostook, ME Piscataquis, ME Knox, ME Lincoln, ME Sagadahoc, ME Cumberland, ME York, ME Androscoggin, ME Oxford, ME Kennebec, ME Waldo, ME Hancock, ME Washington, ME Penobscot, ME Franklin, ME Somerset, ME Gogebic, MI Ontonagon, MI Monroe, MI Lenawee, MI Hillsdale, MI Branch, MI St. Joseph, MI Cass, MI Berrien, MI Wayne, MI Washtenaw, MI Jackson, MI Calhoun, MI Kalamazoo, MI Van Buren, MI Allegan, MI Barry, MI Eaton, MI Ingham, MI Livingston, MI Oakland, MI Macomb, MI St. Clair, MI Lapeer, MI Genesee, MI Shiawassee, MI Clinton, MI Ionia, MI Ottawa, MI Muskegon, MI Kent, MI Montcalm, MI Gratiot, MI Saginaw, MI Sanilac, MI Tuscola, MI Huron, MI Bay, MI Midland, MI Isabella, MI Mecosta, MI Newaygo, MI Oceana, MI Arenac, MI Gladwin, MI Clare, MI Osceola, MI Lake, MI Mason, MI Iosco, MI Ogemaw, MI Roscommon, MI Missaukee, MI Wexford, MI Manistee, MI Alcona, MI Oscoda, MI Crawford, MI Kalkaska, MI Grand Traverse, MI Benzie, MI Leelanau, MI Alpena, MI Montmorency, MI Otsego, MI Antrim, MI Charlevoix, MI Presque Isle, MI Cheboygan, MI Emmet, MI Mackinac, MI Chippewa, MI Luce, MI Schoolcraft, MI Alger, MI Delta, MI Menominee, MI Dickinson, MI Marquette, MI Iron, MI Keweenaw, MI Houghton, MI Baraga, MI Houston, MN Fillmore, MN Koochiching, MN Lake of the Woods, MN Roseau, MN Kittson, MN Red Lake, MN Pennington, MN Marshall, MN Polk, MN Norman, MN Mahnomen, MN Clearwater, MN Beltrami, MN Cook, MN Lake, MN Itasca, MN Hubbard, MN Cass, MN Wadena, MN Becker, MN Clay, MN Wilkin, MN Otter Tail, MN St. Louis, MN Carlton, MN Pine, MN Kanabec, MN Aitkin, MN Crow Wing, MN Morrison, MN Todd, MN Douglas, MN Grant, MN Traverse, MN Big Stone, MN Swift, MN Stevens, MN Pope, MN Stearns, MN Benton, MN Mille Lacs, MN Isanti, MN Chisago, MN Ramsey, MN Anoka, MN Sherburne, MN Wright, MN Meeker, MN Kandiyohi, MN Chippewa, MN Washington, MN Dakota, MN Hennepin, MN Scott, MN Carver, MN McLeod, MN Sibley, MN Renville, MN Lac qui Parle, MN Yellow Medicine, MN Lincoln, MN Lyon, MN Redwood, MN Brown, MN Nicollet, MN Le Sueur, MN Rice, MN Goodhue, MN Wabasha, MN Winona, MN Olmsted, MN Dodge, MN Steele, MN Waseca, MN Blue Earth, MN Watonwan, MN Cottonwood, MN Murray, MN Pipestone, MN Rock, MN Nobles, MN Jackson, MN Martin, MN Faribault, MN Freeborn, MN Mower, MN New Madrid, MO Pemiscot, MO Atchison, MO Holt, MO Platte, MO Buchanan, MO Andrew, MO Nodaway, MO Worth, MO Gentry, MO DeKalb, MO Clinton, MO Clay, MO Caldwell, MO Daviess, MO Harrison, MO Mercer, MO Grundy, MO Livingston, MO Carroll, MO Ray, MO Lafayette, MO Jackson, MO Johnson, MO Henry, MO Cass, MO St. Clair, MO Bates, MO Cedar, MO Vernon, MO Dade, MO Barton, MO Jasper, MO Newton, MO McDonald, MO Lawrence, MO Barry, MO Polk, MO Stone, MO Greene, MO Taney, MO Christian, MO Webster, MO Dallas, MO Hickory, MO Benton, MO Pettis, MO Saline, MO Chariton, MO Linn, MO Sullivan, MO Putnam, MO Schuyler, MO Adair, MO Macon, MO Randolph, MO Howard, MO Cooper, MO Boone, MO Cole, MO Moniteau, MO Morgan, MO Miller, MO Camden, MO Pulaski, MO Laclede, MO Wright, MO Douglas, MO Ozark, MO Howell, MO Texas, MO Phelps, MO Maries, MO Osage, MO Callaway, MO Monroe, MO Shelby, MO Knox, MO Scotland, MO Clark, MO Lewis, MO Marion, MO Ralls, MO Audrain, MO Montgomery, MO Pike, MO Lincoln, MO Warren, MO Gasconade, MO Crawford, MO Dent, MO Shannon, MO Oregon, MO Ripley, MO Carter, MO Reynolds, MO Iron, MO Washington, MO Franklin, MO St. Louis, MO St. Charles, MO St. Louis Co., MO Jefferson, MO St. Francois, MO Ste. Genevieve, MO Madison, MO Wayne, MO Butler, MO Dunklin, MO Stoddard, MO Bollinger, MO Perry, MO Cape Girardeau, MO Scott, MO Mississippi, MO Harrison, MS Jackson, MS Grenada, MS Yalobusha, MS Clay, MS Webster, MS Chickasaw, MS Calhoun, MS Pontotoc, MS Lee, MS Union, MS Lafayette, MS Tate, MS Panola, MS Quitman, MS Tallahatchie, MS Leflore, MS Sunflower, MS Humphreys, MS Holmes, MS Carroll, MS Montgomery, MS Choctaw, MS Oktibbeha, MS Lowndes, MS Monroe, MS Itawamba, MS Prentiss, MS Tishomingo, MS Alcorn, MS Tippah, MS Benton, MS Marshall, MS DeSoto, MS Tunica, MS Coahoma, MS Bolivar, MS Washington, MS Sharkey, MS Issaquena, MS Yazoo, MS Attala, MS Winston, MS Noxubee, MS Kemper, MS Neshoba, MS Leake, MS Madison, MS Rankin, MS Hinds, MS Warren, MS Jefferson, MS Claiborne, MS Copiah, MS Simpson, MS Smith, MS Scott, MS Newton, MS Lauderdale, MS Clarke, MS Jasper, MS Jones, MS Covington, MS Jefferson Davis, MS Lawrence, MS Lincoln, MS Franklin, MS Adams, MS Wilkinson, MS Amite, MS Pike, MS Walthall, MS Marion, MS Lamar, MS Forrest, MS Wayne, MS Greene, MS Perry, MS Stone, MS Pearl River, MS Hancock, MS George, MS Sheridan, MT Roosevelt, MT Gallatin, MT Madison, MT Broadwater, MT Jefferson, MT Silver Bow, MT Deer Lodge, MT Beaverhead, MT Ravalli, MT Granite, MT Lewis and Clark, MT Powell, MT Lake, MT Missoula, MT Mineral, MT Sanders, MT Lincoln, MT Flathead, MT Glacier, MT Liberty, MT Toole, MT Pondera, MT Teton, MT Cascade, MT Meagher, MT Park, MT Hill, MT Chouteau, MT Judith Basin, MT Wheatland, MT Sweet Grass, MT Carbon, MT Stillwater, MT Golden Valley, MT Fergus, MT Blaine, MT Phillips, MT Petroleum, MT Musselshell, MT Yellowstone, MT Big Horn, MT Treasure, MT Rosebud, MT Garfield, MT Daniels, MT Valley, MT McCone, MT Prairie, MT Powder River, MT Custer, MT Carter, MT Fallon, MT Wibaux, MT Dawson, MT Richland, MT Clay, NC Macon, NC Transylvania, NC Jackson, NC Haywood, NC Swain, NC Graham, NC Cherokee, NC Mitchell, NC Yancey, NC Madison, NC Buncombe, NC Henderson, NC Polk, NC Rutherford, NC McDowell, NC Avery, NC Watauga, NC Alexander, NC Ashe, NC Alleghany, NC Wilkes, NC Caldwell, NC Burke, NC Cleveland, NC Gaston, NC Lincoln, NC Catawba, NC Iredell, NC Mecklenburg, NC Rowan, NC Davie, NC Yadkin, NC Surry, NC Stokes, NC Forsyth, NC Davidson, NC Stanly, NC Cabarrus, NC Union, NC Anson, NC Rockingham, NC Guilford, NC Randolph, NC Montgomery, NC Richmond, NC Scotland, NC Caswell, NC Alamance, NC Moore, NC Hoke, NC Robeson, NC Columbus, NC Brunswick, NC New Hanover, NC Bladen, NC Cumberland, NC Chatham, NC Harnett, NC Lee, NC Orange, NC Person, NC Durham, NC Pender, NC Sampson, NC Wayne, NC Johnston, NC Wake, NC Granville, NC Vance, NC Warren, NC Franklin, NC Nash, NC Northampton, NC Halifax, NC Edgecombe, NC Wilson, NC Greene, NC Lenoir, NC Jones, NC Duplin, NC Onslow, NC Carteret, NC Pamlico, NC Craven, NC Pitt, NC Martin, NC Chowan, NC Hertford, NC Bertie, NC Gates, NC Camden, NC Pasquotank, NC Perquimans, NC Beaufort, NC Washington, NC Tyrrell, NC Currituck, NC Dare, NC Hyde, NC Cass, ND Richland, ND Burke, ND Divide, ND Williams, ND Mountrail, ND McKenzie, ND Dunn, ND Stark, ND Golden Valley, ND Billings, ND Bowman, ND Slope, ND Hettinger, ND Adams, ND Mercer, ND Grant, ND Sioux, ND Morton, ND Oliver, ND Renville, ND Ward, ND McLean, ND Bottineau, ND McHenry, ND Sheridan, ND Burleigh, ND Emmons, ND McIntosh, ND Logan, ND Kidder, ND Wells, ND Pierce, ND Rolette, ND Towner, ND Benson, ND Eddy, ND Foster, ND Stutsman, ND LaMoure, ND Dickey, ND Sargent, ND Ransom, ND Barnes, ND Griggs, ND Steele, ND Nelson, ND Ramsey, ND Cavalier, ND Pembina, ND Walsh, ND Grand Forks, ND Traill, ND Dawes, NE Sioux, NE Richardson, NE Pawnee, NE Nemaha, NE Johnson, NE Otoe, NE Cass, NE Sarpy, NE Douglas, NE Washington, NE Burt, NE Thurston, NE Dakota, NE Dixon, NE Wayne, NE Pierce, NE Cedar, NE Knox, NE Dodge, NE Colfax, NE Cuming, NE Stanton, NE Madison, NE Antelope, NE Boone, NE Platte, NE Saunders, NE Seward, NE Butler, NE Polk, NE York, NE Hamilton, NE Nance, NE Merrick, NE Hall, NE Howard, NE Sherman, NE Boyd, NE Holt, NE Valley, NE Greeley, NE Wheeler, NE Garfield, NE Loup, NE Rock, NE Keya Paha, NE Brown, NE Blaine, NE Custer, NE Buffalo, NE Dawson, NE Phelps, NE Kearney, NE Adams, NE Clay, NE Fillmore, NE Saline, NE Lancaster, NE Gage, NE Jefferson, NE Thayer, NE Nuckolls, NE Webster, NE Franklin, NE Harlan, NE Gosper, NE Furnas, NE Red Willow, NE Hitchcock, NE Dundy, NE Frontier, NE Hayes, NE Chase, NE Perkins, NE Lincoln, NE Keith, NE Logan, NE McPherson, NE Arthur, NE Thomas, NE Hooker, NE Grant, NE Deuel, NE Garden, NE Cheyenne, NE Morrill, NE Kimball, NE Banner, NE Scotts Bluff, NE Box Butte, NE Cherry, NE Sheridan, NE Coos, NH Grafton, NH Strafford, NH Rockingham, NH Cheshire, NH Sullivan, NH Hillsborough, NH Belknap, NH Merrimack, NH Carroll, NH Monmouth, NJ Ocean, NJ Richmond, NY Essex, NJ Union, NJ Hudson, NJ Bergen, NJ Middlesex, NJ Somerset, NJ Morris, NJ Passaic, NJ Sussex, NJ Warren, NJ Hunterdon, NJ Mercer, NJ Camden, NJ Gloucester, NJ Salem, NJ Cumberland, NJ Cape May, NJ Atlantic, NJ Burlington, NJ Lea, NM Eddy, NM Los Alamos, NM Rio Arriba, NM San Juan, NM McKinley, NM Bernalillo, NM Valencia, NM Cibola, NM Sierra, NM Socorro, NM Catron, NM Grant, NM Hidalgo, NM Luna, NM Doña Ana, NM Taos, NM Santa Fe, NM Otero, NM Torrance, NM Lincoln, NM Colfax, NM Mora, NM Union, NM Harding, NM San Miguel, NM Quay, NM Guadalupe, NM De Baca, NM Curry, NM Roosevelt, NM Chaves, NM Sandoval, NM Elko, NV White Pine, NV Clark, NV Lincoln, NV Esmeralda, NV Nye, NV Eureka, NV Lander, NV Mineral, NV Douglas, NV Carson City, NV Lyon, NV Churchill, NV Pershing, NV Storey, NV Washoe, NV Humboldt, NV Clinton, NY Essex, NY Orleans, NY Genesee, NY Wyoming, NY Livingston, NY Schenectady, NY Montgomery, NY Fulton, NY Seneca, NY Ontario, NY Yates, NY Schuyler, NY Tompkins, NY Cayuga, NY Onondaga, NY Cortland, NY Chenango, NY Madison, NY Oneida, NY Lewis, NY Herkimer, NY Otsego, NY Schoharie, NY Albany, NY Saratoga, NY Warren, NY Hamilton, NY Franklin, NY St. Lawrence, NY Jefferson, NY Oswego, NY Wayne, NY Monroe, NY Niagara, NY Erie, NY Chautauqua, NY Cattaraugus, NY Allegany, NY Steuben, NY Chemung, NY Tioga, NY Broome, NY Delaware, NY Sullivan, NY Greene, NY New York, NY Ulster, NY Bronx, NY Kings, NY Rockland, NY Nassau, NY Orange, NY Queens, NY Suffolk, NY Westchester, NY Putnam, NY Dutchess, NY Columbia, NY Rensselaer, NY Washington, NY Trumbull, OH Ashtabula, OH Lawrence, OH Scioto, OH Adams, OH Pike, OH Jackson, OH Gallia, OH Meigs, OH Vinton, OH Washington, OH Athens, OH Hocking, OH Ross, OH Highland, OH Brown, OH Clermont, OH Hamilton, OH Clinton, OH Warren, OH Butler, OH Preble, OH Montgomery, OH Greene, OH Fayette, OH Pickaway, OH Fairfield, OH Perry, OH Monroe, OH Noble, OH Morgan, OH Muskingum, OH Belmont, OH Harrison, OH Guernsey, OH Coshocton, OH Licking, OH Delaware, OH Franklin, OH Madison, OH Clark, OH Champaign, OH Miami, OH Shelby, OH Darke, OH Mercer, OH Auglaize, OH Logan, OH Union, OH Marion, OH Morrow, OH Knox, OH Holmes, OH Tuscarawas, OH Carroll, OH Jefferson, OH Columbiana, OH Stark, OH Wayne, OH Ashland, OH Richland, OH Crawford, OH Wyandot, OH Hardin, OH Allen, OH Hancock, OH Putnam, OH Van Wert, OH Mahoning, OH Portage, OH Summit, OH Medina, OH Huron, OH Seneca, OH Sandusky, OH Wood, OH Henry, OH Paulding, OH Defiance, OH Geauga, OH Lake, OH Cuyahoga, OH Lorain, OH Erie, OH Ottawa, OH Lucas, OH Fulton, OH Williams, OH Texas, OK Cimarron, OK Ottawa, OK Craig, OK Mayes, OK Delaware, OK Adair, OK Cherokee, OK Sequoyah, OK Haskell, OK Le Flore, OK Latimer, OK Pittsburg, OK Coal, OK Atoka, OK Pushmataha, OK McCurtain, OK Choctaw, OK Bryan, OK Marshall, OK Johnston, OK Pontotoc, OK Garvin, OK Murray, OK Love, OK Carter, OK Jefferson, OK Stephens, OK Cotton, OK Comanche, OK Tillman, OK Jackson, OK Greer, OK Kiowa, OK Harmon, OK Muskogee, OK McIntosh, OK Hughes, OK Seminole, OK Pottawatomie, OK Cleveland, OK McClain, OK Grady, OK Caddo, OK Canadian, OK Oklahoma, OK Lincoln, OK Okfuskee, OK Okmulgee, OK Wagoner, OK Rogers, OK Nowata, OK Washington, OK Tulsa, OK Creek, OK Payne, OK Logan, OK Kingfisher, OK Blaine, OK Washita, OK Beckham, OK Custer, OK Dewey, OK Roger Mills, OK Ellis, OK Woodward, OK Major, OK Garfield, OK Noble, OK Pawnee, OK Osage, OK Kay, OK Grant, OK Alfalfa, OK Woods, OK Harper, OK Beaver, OK Clatsop, OR Columbia, OR Curry, OR Coos, OR Josephine, OR Jackson, OR Douglas, OR Klamath, OR Lake, OR Harney, OR Malheur, OR Baker, OR Wallowa, OR Union, OR Grant, OR Wheeler, OR Crook, OR Deschutes, OR Jefferson, OR Linn, OR Lane, OR Benton, OR Lincoln, OR Polk, OR Yamhill, OR Marion, OR Clackamas, OR Umatilla, OR Morrow, OR Gilliam, OR Sherman, OR Wasco, OR Hood River, OR Multnomah, OR Washington, OR Tillamook, OR Philadelphia, PA Bucks, PA Greene, PA Fayette, PA Washington, PA Allegheny, PA Beaver, PA Lawrence, PA Butler, PA Armstrong, PA Clarion, PA Forest, PA Venango, PA Mercer, PA Crawford, PA Erie, PA Westmoreland, PA Indiana, PA Jefferson, PA Warren, PA McKean, PA Cameron, PA Elk, PA Clearfield, PA Blair, PA Cambria, PA Somerset, PA Bedford, PA Fulton, PA Huntingdon, PA Franklin, PA Mifflin, PA Potter, PA Clinton, PA Centre, PA Union, PA Montour, PA Tioga, PA Lycoming, PA Wyoming, PA Sullivan, PA Columbia, PA Northumberland, PA Snyder, PA Juniata, PA Perry, PA Cumberland, PA Adams, PA York, PA Dauphin, PA Lebanon, PA Lancaster, PA Berks, PA Schuylkill, PA Carbon, PA Luzerne, PA Lackawanna, PA Bradford, PA Susquehanna, PA Wayne, PA Pike, PA Monroe, PA Northampton, PA Lehigh, PA Delaware, PA Montgomery, PA Chester, PA Kent, RI Providence, RI Bristol, RI Newport, RI Washington, RI Pickens, SC Oconee, SC Beaufort, SC Hampton, SC Jasper, SC Marion, SC Dillon, SC Horry, SC Charleston, SC Dorchester, SC Berkeley, SC Georgetown, SC Clarendon, SC Williamsburg, SC Florence, SC Marlboro, SC Darlington, SC Lee, SC Kershaw, SC Sumter, SC Calhoun, SC Colleton, SC Allendale, SC Bamberg, SC Orangeburg, SC Barnwell, SC Aiken, SC Lexington, SC Richland, SC Fairfield, SC Newberry, SC Saluda, SC Edgefield, SC McCormick, SC Greenwood, SC Laurens, SC Abbeville, SC Anderson, SC Union, SC Chesterfield, SC Lancaster, SC Chester, SC York, SC Cherokee, SC Spartanburg, SC Greenville, SC Perkins, SD Harding, SD Custer, SD Fall River, SD Oglala Lakota, SD Bennett, SD Mellette, SD Todd, SD Tripp, SD Gregory, SD Brule, SD Aurora, SD Davison, SD Douglas, SD Charles Mix, SD Bon Homme, SD Yankton, SD Hutchinson, SD Hanson, SD McCook, SD Turner, SD Clay, SD Union, SD Lincoln, SD Minnehaha, SD Lyman, SD Jones, SD Jackson, SD Stanley, SD Haakon, SD Pennington, SD Lawrence, SD Butte, SD Meade, SD Ziebach, SD Dewey, SD Walworth, SD Potter, SD Sully, SD Hughes, SD Buffalo, SD Jerauld, SD Sanborn, SD Miner, SD Lake, SD Moody, SD Brookings, SD Hamlin, SD Kingsbury, SD Beadle, SD Hyde, SD Hand, SD Edmunds, SD Faulk, SD Spink, SD Clark, SD Codington, SD Deuel, SD Grant, SD Day, SD Roberts, SD Marshall, SD Brown, SD McPherson, SD Campbell, SD Corson, SD Sullivan, TN Johnson, TN McNairy, TN Chester, TN Hardeman, TN Fayette, TN Haywood, TN Madison, TN Crockett, TN Gibson, TN Carroll, TN Weakley, TN Obion, TN Lake, TN Dyer, TN Lauderdale, TN Tipton, TN Shelby, TN Henderson, TN Henry, TN Benton, TN Decatur, TN Hardin, TN Lawrence, TN Wayne, TN Lewis, TN Perry, TN Hickman, TN Humphreys, TN Houston, TN Stewart, TN Montgomery, TN Robertson, TN Cheatham, TN Dickson, TN Marshall, TN Williamson, TN Giles, TN Maury, TN Lincoln, TN Moore, TN Bedford, TN Rutherford, TN Davidson, TN Sumner, TN Wilson, TN Cannon, TN Coffee, TN Franklin, TN Marion, TN Sequatchie, TN Grundy, TN Van Buren, TN Warren, TN White, TN DeKalb, TN Putnam, TN Trousdale, TN Macon, TN Smith, TN Jackson, TN Overton, TN Clay, TN Pickett, TN Bledsoe, TN Fentress, TN Cumberland, TN Rhea, TN Meigs, TN Hamilton, TN Bradley, TN Polk, TN Monroe, TN McMinn, TN Roane, TN Morgan, TN Scott, TN Campbell, TN Anderson, TN Loudon, TN Blount, TN Sevier, TN Knox, TN Union, TN Claiborne, TN Hancock, TN Grainger, TN Hamblen, TN Jefferson, TN Cocke, TN Unicoi, TN Hawkins, TN Greene, TN Washington, TN Carter, TN Bowie, TX Red River, TX Crosby, TX Lubbock, TX Hockley, TX Cochran, TX Floyd, TX Hale, TX Lamb, TX Bailey, TX Briscoe, TX Swisher, TX Castro, TX Parmer, TX Armstrong, TX Randall, TX Deaf Smith, TX Carson, TX Potter, TX Oldham, TX Hutchinson, TX Moore, TX Hartley, TX Hansford, TX Sherman, TX Dallam, TX Hudspeth, TX El Paso, TX Lynn, TX Terry, TX Yoakum, TX Dawson, TX Gaines, TX Martin, TX Andrews, TX Midland, TX Ector, TX Crane, TX Presidio, TX Culberson, TX Ward, TX Winkler, TX Loving, TX Reeves, TX Jeff Davis, TX Brewster, TX Terrell, TX Pecos, TX Upton, TX Reagan, TX Glasscock, TX Howard, TX Borden, TX Garza, TX Scurry, TX Mitchell, TX Sterling, TX Irion, TX Crockett, TX Val Verde, TX Zapata, TX Jim Hogg, TX Starr, TX Willacy, TX Hidalgo, TX Brooks, TX Kenedy, TX Kleberg, TX Jim Wells, TX Nueces, TX San Patricio, TX Calhoun, TX Refugio, TX Bee, TX Live Oak, TX McMullen, TX Duval, TX Webb, TX La Salle, TX Dimmit, TX Maverick, TX Kinney, TX Edwards, TX Real, TX Uvalde, TX Zavala, TX Frio, TX Goliad, TX Victoria, TX DeWitt, TX Karnes, TX Wilson, TX Atascosa, TX Medina, TX Bandera, TX Kerr, TX Gillespie, TX Blanco, TX Kendall, TX Bexar, TX Guadalupe, TX Comal, TX Hays, TX Caldwell, TX Gonzales, TX Lavaca, TX Jackson, TX Matagorda, TX Wharton, TX Colorado, TX Bastrop, TX Fayette, TX Lee, TX Austin, TX Washington, TX Waller, TX Fort Bend, TX Brazoria, TX Galveston, TX Montgomery, TX Harris, TX Chambers, TX Hardin, TX Liberty, TX Jefferson, TX Orange, TX Travis, TX Kent, TX Kimble, TX Sutton, TX Schleicher, TX Menard, TX Mason, TX Llano, TX Burnet, TX Williamson, TX Burleson, TX San Jacinto, TX Walker, TX Grimes, TX Brazos, TX Madison, TX Leon, TX Robertson, TX Milam, TX Bell, TX Coryell, TX Lampasas, TX Mills, TX San Saba, TX McCulloch, TX Concho, TX Tom Green, TX Coke, TX Runnels, TX Coleman, TX Brown, TX Comanche, TX Hamilton, TX Bosque, TX Falls, TX McLennan, TX Hill, TX Limestone, TX Freestone, TX Navarro, TX Somervell, TX Ellis, TX Johnson, TX Hood, TX Erath, TX Eastland, TX Callahan, TX Taylor, TX Nolan, TX Fisher, TX Jones, TX Shackelford, TX Stephens, TX Palo Pinto, TX Parker, TX Tarrant, TX Dallas, TX Rockwall, TX Kaufman, TX Rains, TX Van Zandt, TX Henderson, TX Anderson, TX Houston, TX Trinity, TX Polk, TX Newton, TX Jasper, TX Tyler, TX Angelina, TX Sabine, TX San Augustine, TX Shelby, TX Nacogdoches, TX Cherokee, TX Panola, TX Rusk, TX Gregg, TX Smith, TX Wood, TX Harrison, TX Upshur, TX Camp, TX Marion, TX Cass, TX Morris, TX Titus, TX Franklin, TX Hopkins, TX Delta, TX Hunt, TX Collin, TX Denton, TX Wise, TX Jack, TX Young, TX Throckmorton, TX Haskell, TX Stonewall, TX Dickens, TX Motley, TX Hall, TX Donley, TX Gray, TX Roberts, TX Ochiltree, TX Lipscomb, TX Hemphill, TX Wheeler, TX Collingsworth, TX Childress, TX Cottle, TX King, TX Knox, TX Foard, TX Hardeman, TX Archer, TX Baylor, TX Wilbarger, TX Wichita, TX Clay, TX Montague, TX Cooke, TX Fannin, TX Grayson, TX Lamar, TX Aransas, TX Cameron, TX San Juan, UT Garfield, UT Morgan, UT Davis, UT Weber, UT Rich, UT Cache, UT Box Elder, UT Daggett, UT Salt Lake, UT Summit, UT Wasatch, UT Utah, UT Tooele, UT Juab, UT Millard, UT Sevier, UT Sanpete, UT Carbon, UT Duchesne, UT Uintah, UT Grand, UT Emery, UT Wayne, UT Piute, UT Beaver, UT Iron, UT Washington, UT Kane, UT Northampton, VA Buchanan, VA Tazewell, VA Smyth, VA Bristol, VA Washington, VA Russell, VA Norton, VA Wise, VA Dickenson, VA Scott, VA Lee, VA Bland, VA Grayson, VA Galax, VA Wythe, VA Giles, VA Radford, VA Pulaski, VA Falls Church, VA Arlington, VA Carroll, VA Henry, VA Patrick, VA Floyd, VA Montgomery, VA Salem, VA Franklin Co., VA Bedford Co., VA Roanoke Co., VA Alleghany, VA Craig, VA Botetourt, VA Amherst, VA Rockbridge, VA Bath, VA Highland, VA Greene, VA Rockingham, VA Augusta, VA Nelson, VA Buckingham, VA Appomattox, VA Campbell, VA Halifax, VA Pittsylvania, VA Martinsville, VA Danville, VA Lynchburg, VA Roanoke, VA Buena Vista, VA Covington, VA Lexington, VA Waynesboro, VA Staunton, VA Charlottesville, VA Harrisonburg, VA Albemarle, VA Fluvanna, VA Cumberland, VA Prince Edward, VA Charlotte, VA Mecklenburg, VA Colonial Heights, VA Lunenburg, VA Hopewell, VA Alexandria, VA Page, VA Shenandoah, VA Clarke, VA Winchester, VA Frederick, VA Warren, VA Rappahannock, VA Madison, VA Louisa, VA Goochland, VA Orange, VA Amelia, VA Powhatan, VA Nottoway, VA Brunswick, VA Dinwiddie, VA Emporia, VA Greensville, VA Poquoson, VA Franklin, VA Southampton, VA Hampton, VA Williamsburg, VA Newport News, VA Portsmouth, VA York, VA James City, VA Surry, VA Sussex, VA Prince George, VA Petersburg, VA Henrico, VA Chesterfield, VA Charles City, VA New Kent, VA Richmond, VA Fredericksburg, VA Fairfax, VA Manassas, VA Loudoun, VA Fauquier, VA Culpeper, VA Spotsylvania, VA Hanover, VA King William, VA King and Queen, VA Middlesex, VA Gloucester, VA Lancaster, VA Richmond Co., VA Essex, VA Caroline, VA Fairfax Co., VA Stafford, VA King George, VA Westmoreland, VA Northumberland, VA Mathews, VA Norfolk, VA Isle of Wight, VA Suffolk, VA Chesapeake, VA Virginia Beach, VA Essex, VT Orleans, VT Bennington, VT Grand Isle, VT Washington, VT Caledonia, VT Lamoille, VT Franklin, VT Chittenden, VT Addison, VT Rutland, VT Windham, VT Windsor, VT Orange, VT Okanogan, WA Whatcom, WA Wahkiakum, WA Asotin, WA Garfield, WA Columbia, WA Walla Walla, WA Franklin, WA Whitman, WA Spokane, WA Pend Oreille, WA Stevens, WA Lincoln, WA Adams, WA Grant, WA Benton, WA Klickitat, WA Clark, WA Skamania, WA Cowlitz, WA Pacific, WA Lewis, WA Thurston, WA Pierce, WA Yakima, WA Kittitas, WA Douglas, WA Ferry, WA San Juan, WA Island, WA Snohomish, WA King, WA Kitsap, WA Mason, WA Grays Harbor, WA Jefferson, WA Clallam, WA Skagit, WA Chelan, WA Door, WI Kewaunee, WI Pierce, WI Pepin, WI Buffalo, WI Trempealeau, WI Jackson, WI Eau Claire, WI Clark, WI Chippewa, WI Dunn, WI St. Croix, WI Polk, WI Barron, WI Rusk, WI Taylor, WI Price, WI Sawyer, WI Washburn, WI Burnett, WI Douglas, WI Bayfield, WI Ashland, WI Iron, WI Vilas, WI Oneida, WI Lincoln, WI Langlade, WI Marathon, WI Wood, WI Adams, WI Juneau, WI Monroe, WI La Crosse, WI Vernon, WI Sauk, WI Richland, WI Crawford, WI Iowa, WI Grant, WI Lafayette, WI Green, WI Marquette, WI Portage, WI Waupaca, WI Waushara, WI Green Lake, WI Columbia, WI Dane, WI Rock, WI Kenosha, WI Racine, WI Walworth, WI Dodge, WI Jefferson, WI Waukesha, WI Milwaukee, WI Ozaukee, WI Washington, WI Winnebago, WI Fond du Lac, WI Sheboygan, WI Calumet, WI Manitowoc, WI Brown, WI Outagamie, WI Shawano, WI Menominee, WI Oconto, WI Forest, WI Florence, WI Marinette, WI Berkeley, WV Jefferson, WV Cabell, WV Mingo, WV Wayne, WV Wyoming, WV Logan, WV McDowell, WV Mercer, WV Monroe, WV Summers, WV Raleigh, WV Boone, WV Lincoln, WV Putnam, WV Mason, WV Jackson, WV Kanawha, WV Fayette, WV Clay, WV Roane, WV Calhoun, WV Wirt, WV Wood, WV Pleasants, WV Ritchie, WV Gilmer, WV Braxton, WV Nicholas, WV Greenbrier, WV Webster, WV Upshur, WV Lewis, WV Doddridge, WV Tyler, WV Harrison, WV Hancock, WV Brooke, WV Ohio, WV Marshall, WV Wetzel, WV Marion, WV Barbour, WV Taylor, WV Monongalia, WV Pocahontas, WV Preston, WV Randolph, WV Pendleton, WV Tucker, WV Grant, WV Hardy, WV Mineral, WV Hampshire, WV Morgan, WV Laramie, WY Goshen, WY Teton, WY Lincoln, WY Uinta, WY Sublette, WY Park, WY Sweetwater, WY Fremont, WY Hot Springs, WY Washakie, WY Big Horn, WY Sheridan, WY Johnson, WY Natrona, WY Carbon, WY Albany, WY Weston, WY Crook, WY Campbell, WY Converse, WY Niobrara, WY Platte, WY Washington, DC

Car Type

Box Car Traffic Destination
Tank Car Traffic Destination

Key

0 Carloads
1+ Carloads
5k+ Carloads
10k+ Carloads
30k+ Carloads
80k+ Carloads
The preceding map shows the destination of all Box Car and Tank Car traffic in the USA for 2019. You'll notice that Chicago is a major hub of railcar traffic regardless of car type.
This map was created with the help of Wikimedia Commons and The US Bureau of Economic Analysis.