{"generated":"2026-10-06","sources":{"sales_tax":"Arkansas DFA Local Net Tax Distribution Reports (distribution month)","housing":"U.S. Census Bureau Building Permits Survey, place level, residential units authorized","rates":"Freddie Mac PMMS and U.S. Treasury via FRED","economy":"BLS LAUS and FHFA HPI via FRED (NWA MSA 22220)","jobs":"BLS Current Employment Statistics, Fayetteville-Springdale-Rogers MSA, not seasonally adjusted","new_business":"Census Business Formation Statistics, Arkansas monthly (seasonally adjusted); NWA yearly","lending":"CFPB / FFIEC HMDA, home-purchase loans, Benton + Washington (whole calendar years only)","home_values":"FHFA house price index, ZIP and county, annual (whole calendar years only)"},"terms":"Free to use with attribution to The 479 Report and the sources named. Market commentary, not advice.","cadence":"monthly","slug":"2023-11","label":"Nov 2023","start":"2023-11","end":"2023-11","mode":"yoy","units_complete_through":"2026-08","sales_tax":{"region":{"total":25673107.0,"cities":31,"comparable_cities":24,"flagged_cities":6,"change_pct":5.87},"rows":[{"city":"Gravette","total":334316.0,"prev":133195.0,"change_pct":151.0,"small_base":false,"flag":true,"rank":1},{"city":"Winslow","total":19236.0,"prev":10197.0,"change_pct":88.64,"small_base":false,"flag":true,"rank":2},{"city":"Highfill","total":167767.0,"prev":90661.0,"change_pct":85.05,"small_base":false,"flag":true,"rank":3},{"city":"Pea Ridge","total":454897.0,"prev":251457.0,"change_pct":80.9,"small_base":false,"flag":true,"rank":4},{"city":"Decatur","total":41129.0,"prev":23102.0,"change_pct":78.03,"small_base":false,"flag":true,"rank":5},{"city":"Tontitown","total":513442.0,"prev":352147.0,"change_pct":45.8,"small_base":false,"flag":true,"rank":6},{"city":"Farmington","total":377244.0,"prev":280119.0,"change_pct":34.67,"small_base":false,"flag":false,"rank":7},{"city":"Centerton","total":632675.0,"prev":485109.0,"change_pct":30.42,"small_base":false,"flag":false,"rank":8},{"city":"Avoca","total":12326.0,"prev":9650.0,"change_pct":27.73,"small_base":false,"flag":false,"rank":9},{"city":"Elkins","total":171349.0,"prev":137741.0,"change_pct":24.4,"small_base":false,"flag":false,"rank":10},{"city":"Sulphur Springs","total":4297.0,"prev":3527.0,"change_pct":21.83,"small_base":false,"flag":false,"rank":11},{"city":"Elm Springs","total":26680.0,"prev":22163.0,"change_pct":20.38,"small_base":false,"flag":false,"rank":12},{"city":"Gentry","total":188689.0,"prev":158710.0,"change_pct":18.89,"small_base":false,"flag":false,"rank":13},{"city":"Lowell","total":714761.0,"prev":610949.0,"change_pct":16.99,"small_base":false,"flag":false,"rank":14},{"city":"Johnson","total":192181.0,"prev":166301.0,"change_pct":15.56,"small_base":false,"flag":false,"rank":15},{"city":"Bentonville","total":4432915.0,"prev":3909164.0,"change_pct":13.4,"small_base":false,"flag":false,"rank":16},{"city":"Cave Springs","total":201754.0,"prev":178011.0,"change_pct":13.34,"small_base":false,"flag":false,"rank":17},{"city":"Little Flock","total":27732.0,"prev":24725.0,"change_pct":12.16,"small_base":false,"flag":false,"rank":18},{"city":"Springtown","total":664.0,"prev":610.0,"change_pct":8.85,"small_base":false,"flag":false,"rank":19},{"city":"Bella Vista","total":739205.0,"prev":694394.0,"change_pct":6.45,"small_base":false,"flag":false,"rank":20},{"city":"Springdale","total":4180210.0,"prev":3961270.0,"change_pct":5.53,"small_base":false,"flag":false,"rank":21},{"city":"Prairie Grove","total":272797.0,"prev":260021.0,"change_pct":4.91,"small_base":false,"flag":false,"rank":22},{"city":"Siloam Springs","total":1035912.0,"prev":1005201.0,"change_pct":3.06,"small_base":false,"flag":false,"rank":23},{"city":"Eureka Springs","total":315090.0,"prev":307578.0,"change_pct":2.44,"small_base":false,"flag":false,"rank":24},{"city":"Fayetteville","total":5504415.0,"prev":5451959.0,"change_pct":0.96,"small_base":false,"flag":false,"rank":25},{"city":"Rogers","total":4800559.0,"prev":4814744.0,"change_pct":-0.29,"small_base":false,"flag":false,"rank":26},{"city":"Goshen","total":42012.0,"prev":42306.0,"change_pct":-0.69,"small_base":false,"flag":false,"rank":27},{"city":"West Fork","total":94854.0,"prev":97351.0,"change_pct":-2.56,"small_base":false,"flag":false,"rank":28},{"city":"Garfield","total":24124.0,"prev":25327.0,"change_pct":-4.75,"small_base":false,"flag":false,"rank":29},{"city":"Lincoln","total":99017.0,"prev":107774.0,"change_pct":-8.13,"small_base":false,"flag":false,"rank":30},{"city":"Greenland","total":50858.0,"prev":null,"change_pct":null,"small_base":false,"flag":false}]},"housing":{"region":{"total":433.0,"cities":27,"comparable_cities":8,"flagged_cities":0,"change_pct":38.63},"rows":[{"city":"Centerton","total":49.0,"prev":17.0,"change_pct":188.24,"small_base":false,"flag":false,"rank":1},{"city":"Bella Vista","total":48.0,"prev":26.0,"change_pct":84.62,"small_base":false,"flag":false,"rank":2},{"city":"Fayetteville","total":68.0,"prev":39.0,"change_pct":74.36,"small_base":false,"flag":false,"rank":3},{"city":"Bentonville","total":36.0,"prev":21.0,"change_pct":71.43,"small_base":false,"flag":false,"rank":4},{"city":"Siloam Springs","total":26.0,"prev":24.0,"change_pct":8.33,"small_base":false,"flag":false,"rank":5},{"city":"Tontitown","total":18.0,"prev":18.0,"change_pct":0.0,"small_base":false,"flag":false,"rank":6},{"city":"Rogers","total":50.0,"prev":52.0,"change_pct":-3.85,"small_base":false,"flag":false,"rank":7},{"city":"Springdale","total":28.0,"prev":36.0,"change_pct":-22.22,"small_base":false,"flag":false,"rank":8},{"city":"Avoca","total":0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Cave Springs","total":3.0,"prev":4.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Decatur","total":0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Elkins","total":0,"prev":1.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Elm Springs","total":0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Farmington","total":11.0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Gentry","total":7.0,"prev":8.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Goshen","total":0,"prev":1.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Gravette","total":4.0,"prev":3.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Greenland","total":1.0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Highfill","total":11.0,"prev":3.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Johnson","total":0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Lincoln","total":0,"prev":1.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Little Flock","total":4.0,"prev":1.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Lowell","total":12.0,"prev":3.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Pea Ridge","total":55.0,"prev":4.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Prairie Grove","total":2.0,"prev":7.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Sulphur Springs","total":0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"West Fork","total":0,"prev":1.0,"change_pct":null,"small_base":true,"flag":false}]},"rates":{"mortgage30_avg":7.442,"treasury10_avg":4.503,"mortgage30_change_bp":64},"economy":{"employed_avg":292066,"employed_change_pct":2.77,"hpi_quarter":"2023-Q4","hpi_change_pct":8.93,"unemployment_nwa":2.7,"unemployment_us":3.7},"monthly_region_tax":[["2023-11",25622249.0]],"monthly_region_tax_prev":[["2023-11",23615463.0]],"annual_region_tax":null,"same_cities":30,"capital":{"treasury2_avg":4.882,"cre_loans_billions":2961.8,"cre_loans_date":"2023-11-29","cre_loans_yoy_pct":5.49,"cre_delinquency_pct":1.16,"cre_delinquency_quarter":"2023-Q4"},"trend":{"sales_tax":"falling","units":"falling","mortgage30":"rising","employed":"rising","windows":["2023-08..2023-08","2023-09..2023-09","2023-10..2023-10","2023-11..2023-11"]},"permits":{"covered":false,"records_from":"2026-04-01","records_through":"2026-08-31"},"city_stats":[{"city":"Fayetteville","core":true,"tax_total":5504415.0,"tax_change_pct":0.96,"tax_flag":false,"units":68.0,"units_change_pct":74.36,"units_per_1k":0.7,"growth_score":56,"spark":[["2021-12",5566486.0],["2022-01",4498638.0],["2022-02",4301075.0],["2022-03",5168913.0],["2022-04",5127149.0],["2022-05",5165622.0],["2022-06",5209477.0],["2022-07",5021764.0],["2022-08",5764327.0],["2022-09",5494582.0],["2022-10",5305145.0],["2022-11",5451959.0],["2022-12",5953848.0],["2023-01",4992170.0],["2023-02",4953625.0],["2023-03",5532983.0],["2023-04",5417859.0],["2023-05",5605594.0],["2023-06",5480633.0],["2023-07",5262340.0],["2023-08",5606282.0],["2023-09",5582694.0],["2023-10",5388805.0],["2023-11",5504415.0]]},{"city":"Rogers","core":true,"tax_total":4800559.0,"tax_change_pct":-0.29,"tax_flag":false,"units":50.0,"units_change_pct":-3.85,"units_per_1k":0.7,"growth_score":43,"spark":[["2021-12",5420515.0],["2022-01",3820323.0],["2022-02",3743158.0],["2022-03",4647056.0],["2022-04",4546598.0],["2022-05",4748101.0],["2022-06",5068761.0],["2022-07",4749273.0],["2022-08",4748902.0],["2022-09",4640582.0],["2022-10",4785521.0],["2022-11",4814744.0],["2022-12",5381057.0],["2023-01",4302990.0],["2023-02",4356077.0],["2023-03",4980148.0],["2023-04",4743415.0],["2023-05",5054855.0],["2023-06",5280813.0],["2023-07",5039569.0],["2023-08",5622130.0],["2023-09",5192637.0],["2023-10",4882926.0],["2023-11",4800559.0]]},{"city":"Bentonville","core":true,"tax_total":4432915.0,"tax_change_pct":13.4,"tax_flag":false,"units":36.0,"units_change_pct":71.43,"units_per_1k":0.7,"growth_score":57,"spark":[["2021-12",4189577.0],["2022-01",4068893.0],["2022-02",3707041.0],["2022-03",4346260.0],["2022-04",4415951.0],["2022-05",4446708.0],["2022-06",4499453.0],["2022-07",4243005.0],["2022-08",3664568.0],["2022-09",2265091.0],["2022-10",4056245.0],["2022-11",3909164.0],["2022-12",5103686.0],["2023-01",4710032.0],["2023-02",4196284.0],["2023-03",5220384.0],["2023-04",4922349.0],["2023-05",6678255.0],["2023-06",4958107.0],["2023-07",4700970.0],["2023-08",5416953.0],["2023-09",4452697.0],["2023-10",4950369.0],["2023-11",4432915.0]]},{"city":"Springdale","core":true,"tax_total":4180210.0,"tax_change_pct":5.53,"tax_flag":false,"units":28.0,"units_change_pct":-22.22,"units_per_1k":0.3,"growth_score":32,"spark":[["2021-12",3895499.0],["2022-01",3367585.0],["2022-02",3403781.0],["2022-03",4132440.0],["2022-04",3821815.0],["2022-05",4157607.0],["2022-06",4205155.0],["2022-07",4219933.0],["2022-08",4441290.0],["2022-09",4090257.0],["2022-10",4147461.0],["2022-11",3961270.0],["2022-12",4226379.0],["2023-01",3830654.0],["2023-02",3726405.0],["2023-03",4125426.0],["2023-04",4108730.0],["2023-05",4228261.0],["2023-06",4221994.0],["2023-07",4213799.0],["2023-08",4245424.0],["2023-09",4008101.0],["2023-10",4031350.0],["2023-11",4180210.0]]},{"city":"Siloam Springs","core":true,"tax_total":1035912.0,"tax_change_pct":3.06,"tax_flag":false,"units":26.0,"units_change_pct":8.33,"units_per_1k":1.5,"growth_score":49,"spark":[["2021-12",1054166.0],["2022-01",858825.0],["2022-02",825200.0],["2022-03",1049692.0],["2022-04",979513.0],["2022-05",1020629.0],["2022-06",1064957.0],["2022-07",1048086.0],["2022-08",1036874.0],["2022-09",1017668.0],["2022-10",982157.0],["2022-11",1005201.0],["2022-12",1070320.0],["2023-01",933823.0],["2023-02",949728.0],["2023-03",1083031.0],["2023-04",1071810.0],["2023-05",1065632.0],["2023-06",1060276.0],["2023-07",1030243.0],["2023-08",1036401.0],["2023-09",1065826.0],["2023-10",1037471.0],["2023-11",1035912.0]]},{"city":"Bella Vista","core":true,"tax_total":739205.0,"tax_change_pct":6.45,"tax_flag":false,"units":48.0,"units_change_pct":84.62,"units_per_1k":1.6,"growth_score":60,"spark":[["2021-12",643998.0],["2022-01",583549.0],["2022-02",564138.0],["2022-03",698956.0],["2022-04",636492.0],["2022-05",622318.0],["2022-06",661962.0],["2022-07",704040.0],["2022-08",635974.0],["2022-09",598297.0],["2022-10",671097.0],["2022-11",694394.0],["2022-12",610004.0],["2023-01",656008.0],["2023-02",611542.0],["2023-03",700088.0],["2023-04",654950.0],["2023-05",676259.0],["2023-06",692699.0],["2023-07",697340.0],["2023-08",684231.0],["2023-09",678711.0],["2023-10",681811.0],["2023-11",739205.0]]},{"city":"Lowell","core":false,"tax_total":714761.0,"tax_change_pct":16.99,"tax_flag":false,"units":12.0,"units_change_pct":null,"units_per_1k":1.2,"growth_score":56,"spark":[["2021-12",656740.0],["2022-01",596812.0],["2022-02",534635.0],["2022-03",1150203.0],["2022-04",893233.0],["2022-05",598474.0],["2022-06",888236.0],["2022-07",573521.0],["2022-08",693982.0],["2022-09",484064.0],["2022-10",530335.0],["2022-11",610949.0],["2022-12",631884.0],["2023-01",557605.0],["2023-02",527379.0],["2023-03",701579.0],["2023-04",673169.0],["2023-05",863018.0],["2023-06",932376.0],["2023-07",692605.0],["2023-08",636326.0],["2023-09",443405.0],["2023-10",730177.0],["2023-11",714761.0]]},{"city":"Centerton","core":false,"tax_total":632675.0,"tax_change_pct":30.42,"tax_flag":false,"units":49.0,"units_change_pct":188.24,"units_per_1k":2.7,"growth_score":59,"spark":[["2021-12",482376.0],["2022-01",435743.0],["2022-02",396310.0],["2022-03",508802.0],["2022-04",444059.0],["2022-05",480424.0],["2022-06",494503.0],["2022-07",533349.0],["2022-08",526581.0],["2022-09",487390.0],["2022-10",524017.0],["2022-11",485109.0],["2022-12",520736.0],["2023-01",513978.0],["2023-02",431740.0],["2023-03",499152.0],["2023-04",472253.0],["2023-05",477045.0],["2023-06",507569.0],["2023-07",508895.0],["2023-08",527242.0],["2023-09",495852.0],["2023-10",512189.0],["2023-11",632675.0]]},{"city":"Tontitown","core":false,"tax_total":513442.0,"tax_change_pct":45.8,"tax_flag":true,"units":18.0,"units_change_pct":0.0,"units_per_1k":4.2,"growth_score":67,"spark":[["2021-12",462263.0],["2022-01",405650.0],["2022-02",390149.0],["2022-03",501835.0],["2022-04",462731.0],["2022-05",458634.0],["2022-06",330603.0],["2022-07",465589.0],["2022-08",408268.0],["2022-09",422920.0],["2022-10",369502.0],["2022-11",352147.0],["2022-12",357957.0],["2023-01",364718.0],["2023-02",404925.0],["2023-03",462306.0],["2023-04",485547.0],["2023-05",532958.0],["2023-06",490218.0],["2023-07",481093.0],["2023-08",514477.0],["2023-09",485352.0],["2023-10",452401.0],["2023-11",513442.0]]},{"city":"Pea Ridge","core":false,"tax_total":454897.0,"tax_change_pct":80.9,"tax_flag":true,"units":55.0,"units_change_pct":null,"units_per_1k":8.3,"growth_score":77,"spark":[["2021-12",120344.0],["2022-01",213038.0],["2022-02",199328.0],["2022-03",301456.0],["2022-04",263837.0],["2022-05",273711.0],["2022-06",261069.0],["2022-07",281641.0],["2022-08",240146.0],["2022-09",267992.0],["2022-10",285086.0],["2022-11",251457.0],["2022-12",274898.0],["2023-01",223352.0],["2023-02",208893.0],["2023-03",262407.0],["2023-04",275156.0],["2023-05",290433.0],["2023-06",308602.0],["2023-07",301542.0],["2023-08",288437.0],["2023-09",301243.0],["2023-10",341418.0],["2023-11",454897.0]]},{"city":"Farmington","core":false,"tax_total":377244.0,"tax_change_pct":34.67,"tax_flag":false,"units":11.0,"units_change_pct":null,"units_per_1k":1.5,"growth_score":60,"spark":[["2021-12",307621.0],["2022-01",258225.0],["2022-02",241368.0],["2022-03",295491.0],["2022-04",264897.0],["2022-05",292990.0],["2022-06",229188.0],["2022-07",293372.0],["2022-08",311880.0],["2022-09",275720.0],["2022-10",290508.0],["2022-11",280119.0],["2022-12",293545.0],["2023-01",287695.0],["2023-02",274910.0],["2023-03",303601.0],["2023-04",284901.0],["2023-05",313612.0],["2023-06",300131.0],["2023-07",308455.0],["2023-08",309815.0],["2023-09",303233.0],["2023-10",295660.0],["2023-11",377244.0]]},{"city":"Gravette","core":false,"tax_total":334316.0,"tax_change_pct":151.0,"tax_flag":true,"units":4.0,"units_change_pct":null,"units_per_1k":1.1,"growth_score":40,"spark":[["2021-12",125434.0],["2022-01",98955.0],["2022-02",105104.0],["2022-03",128260.0],["2022-04",114856.0],["2022-05",132840.0],["2022-06",135548.0],["2022-07",158194.0],["2022-08",134794.0],["2022-09",137060.0],["2022-10",149372.0],["2022-11",133195.0],["2022-12",144185.0],["2023-01",130413.0],["2023-02",109474.0],["2023-03",139767.0],["2023-04",134635.0],["2023-05",136928.0],["2023-06",134584.0],["2023-07",143786.0],["2023-08",145738.0],["2023-09",151931.0],["2023-10",132819.0],["2023-11",334316.0]]},{"city":"Eureka Springs","core":false,"tax_total":315090.0,"tax_change_pct":2.44,"tax_flag":false,"units":null,"units_change_pct":null,"units_per_1k":null,"growth_score":null,"spark":[["2021-12",278038.0],["2022-01",194718.0],["2022-02",223588.0],["2022-03",313792.0],["2022-04",308875.0],["2022-05",369341.0],["2022-06",385547.0],["2022-07",386023.0],["2022-08",340379.0],["2022-09",368630.0],["2022-10",429502.0],["2022-11",307578.0],["2022-12",272358.0],["2023-01",231757.0],["2023-02",230929.0],["2023-03",333505.0],["2023-04",323276.0],["2023-05",347859.0],["2023-06",391403.0],["2023-07",405990.0],["2023-08",338917.0],["2023-09",380218.0],["2023-10",424521.0],["2023-11",315090.0]]},{"city":"Prairie Grove","core":false,"tax_total":272797.0,"tax_change_pct":4.91,"tax_flag":false,"units":2.0,"units_change_pct":null,"units_per_1k":0.3,"growth_score":66,"spark":[["2022-01",203868.0],["2022-02",195972.0],["2022-03",220051.0],["2022-04",196071.0],["2022-05",200716.0],["2022-06",224120.0],["2022-07",240318.0],["2022-08",256642.0],["2022-09",277399.0],["2022-10",238823.0],["2022-11",260021.0],["2022-12",244907.0],["2023-01",250463.0],["2023-02",201200.0],["2023-03",252023.0],["2023-04",223875.0],["2023-05",256109.0],["2023-06",248048.0],["2023-07",259321.0],["2023-08",257094.0],["2023-09",276881.0],["2023-10",262529.0],["2023-11",272797.0]]},{"city":"Cave Springs","core":false,"tax_total":201754.0,"tax_change_pct":13.34,"tax_flag":false,"units":3.0,"units_change_pct":null,"units_per_1k":0.5,"growth_score":71,"spark":[["2021-12",168398.0],["2022-01",142424.0],["2022-02",116549.0],["2022-03",151678.0],["2022-04",141234.0],["2022-05",155984.0],["2022-06",165193.0],["2022-07",150893.0],["2022-08",163994.0],["2022-09",137461.0],["2022-10",151434.0],["2022-11",178011.0],["2022-12",177094.0],["2023-01",154322.0],["2023-02",138305.0],["2023-03",158840.0],["2023-04",164483.0],["2023-05",151182.0],["2023-06",162630.0],["2023-07",168573.0],["2023-08",180291.0],["2023-09",170936.0],["2023-10",188323.0],["2023-11",201754.0]]},{"city":"Johnson","core":false,"tax_total":192181.0,"tax_change_pct":15.56,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":69,"spark":[["2021-12",82280.0],["2022-01",129721.0],["2022-02",136708.0],["2022-03",157107.0],["2022-04",162469.0],["2022-05",146126.0],["2022-06",153912.0],["2022-07",128876.0],["2022-08",170373.0],["2022-09",158010.0],["2022-10",194230.0],["2022-11",166301.0],["2022-12",163212.0],["2023-01",147860.0],["2023-02",161191.0],["2023-03",166737.0],["2023-04",196898.0],["2023-05",198487.0],["2023-06",184188.0],["2023-07",170479.0],["2023-08",166837.0],["2023-09",166843.0],["2023-10",187171.0],["2023-11",192181.0]]},{"city":"Gentry","core":false,"tax_total":188689.0,"tax_change_pct":18.89,"tax_flag":false,"units":7.0,"units_change_pct":null,"units_per_1k":1.8,"growth_score":54,"spark":[["2021-12",155423.0],["2022-01",152688.0],["2022-02",139476.0],["2022-03",208945.0],["2022-04",161104.0],["2022-05",177772.0],["2022-06",151601.0],["2022-07",178995.0],["2022-08",180071.0],["2022-09",34969.0],["2022-10",171207.0],["2022-11",158710.0],["2022-12",158739.0],["2023-01",152139.0],["2023-02",127218.0],["2023-03",165791.0],["2023-04",158020.0],["2023-05",163870.0],["2023-06",169280.0],["2023-07",175873.0],["2023-08",172942.0],["2023-09",163720.0],["2023-10",181402.0],["2023-11",188689.0]]},{"city":"Elkins","core":false,"tax_total":171349.0,"tax_change_pct":24.4,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":48,"spark":[["2021-12",129753.0],["2022-01",138069.0],["2022-02",132724.0],["2022-03",141739.0],["2022-04",146932.0],["2022-05",164724.0],["2022-06",159826.0],["2022-07",163427.0],["2022-08",160268.0],["2022-09",152397.0],["2022-10",188154.0],["2022-11",137741.0],["2022-12",177438.0],["2023-01",167045.0],["2023-02",136714.0],["2023-03",152793.0],["2023-04",167308.0],["2023-05",170837.0],["2023-06",169991.0],["2023-07",164665.0],["2023-08",163074.0],["2023-09",170063.0],["2023-10",170156.0],["2023-11",171349.0]]},{"city":"Highfill","core":false,"tax_total":167767.0,"tax_change_pct":85.05,"tax_flag":true,"units":11.0,"units_change_pct":null,"units_per_1k":6.9,"growth_score":40,"spark":[["2021-12",71421.0],["2022-01",60599.0],["2022-02",51911.0],["2022-03",121993.0],["2022-04",80690.0],["2022-05",96490.0],["2022-06",60409.0],["2022-07",108017.0],["2022-08",90468.0],["2022-09",169076.0],["2022-10",93446.0],["2022-11",90661.0],["2022-12",76458.0],["2023-01",66175.0],["2023-02",86220.0],["2023-03",94063.0],["2023-04",99891.0],["2023-05",80586.0],["2023-06",109540.0],["2023-07",107995.0],["2023-08",148083.0],["2023-09",172066.0],["2023-10",166399.0],["2023-11",167767.0]]},{"city":"Lincoln","core":false,"tax_total":99017.0,"tax_change_pct":-8.13,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":37,"spark":[["2021-12",94270.0],["2022-01",91182.0],["2022-02",88467.0],["2022-03",99838.0],["2022-04",97717.0],["2022-05",96012.0],["2022-06",112118.0],["2022-07",112698.0],["2022-08",96912.0],["2022-09",91678.0],["2022-10",113404.0],["2022-11",107774.0],["2022-12",108320.0],["2023-01",102669.0],["2023-02",99510.0],["2023-03",109473.0],["2023-04",105467.0],["2023-05",102950.0],["2023-06",119886.0],["2023-07",108731.0],["2023-08",105455.0],["2023-09",98874.0],["2023-10",100464.0],["2023-11",99017.0]]},{"city":"West Fork","core":false,"tax_total":94854.0,"tax_change_pct":-2.56,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":12,"spark":[["2021-12",89166.0],["2022-01",86926.0],["2022-02",80894.0],["2022-03",91254.0],["2022-04",84160.0],["2022-05",90105.0],["2022-06",87495.0],["2022-07",104828.0],["2022-08",92227.0],["2022-09",92230.0],["2022-10",93190.0],["2022-11",97351.0],["2022-12",98325.0],["2023-01",114905.0],["2023-02",91456.0],["2023-03",96903.0],["2023-04",99008.0],["2023-05",95889.0],["2023-06",94246.0],["2023-07",105016.0],["2023-08",99800.0],["2023-09",98533.0],["2023-10",93888.0],["2023-11",94854.0]]},{"city":"Greenland","core":false,"tax_total":50858.0,"tax_change_pct":null,"tax_flag":false,"units":1.0,"units_change_pct":null,"units_per_1k":0.6,"growth_score":32,"spark":[["2021-12",49082.0],["2023-01",49523.0],["2023-02",45641.0],["2023-03",51975.0],["2023-04",56419.0],["2023-05",56418.0],["2023-06",50858.0],["2023-07",58230.0],["2023-08",55424.0],["2023-09",55578.0],["2023-10",50035.0],["2023-11",50858.0]]},{"city":"Goshen","core":false,"tax_total":42012.0,"tax_change_pct":-0.69,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":38,"spark":[["2021-12",42543.0],["2022-01",38465.0],["2022-02",33183.0],["2022-03",22605.0],["2022-04",36634.0],["2022-05",37107.0],["2022-06",37292.0],["2022-07",41268.0],["2022-08",40136.0],["2022-09",39315.0],["2022-10",39526.0],["2022-11",42306.0],["2022-12",37802.0],["2023-01",34988.0],["2023-02",36438.0],["2023-03",34609.0],["2023-04",34832.0],["2023-05",40818.0],["2023-06",39193.0],["2023-07",37245.0],["2023-08",38868.0],["2023-09",39283.0],["2023-10",42125.0],["2023-11",42012.0]]},{"city":"Decatur","core":false,"tax_total":41129.0,"tax_change_pct":78.03,"tax_flag":true,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":50,"spark":[["2021-12",23187.0],["2022-01",16774.0],["2022-02",18119.0],["2022-03",22281.0],["2022-04",22068.0],["2022-05",19435.0],["2022-06",41969.0],["2022-07",24785.0],["2022-08",27988.0],["2022-09",23794.0],["2022-10",30094.0],["2022-11",23102.0],["2022-12",26713.0],["2023-01",25256.0],["2023-02",20940.0],["2023-03",28068.0],["2023-04",48066.0],["2023-05",45371.0],["2023-06",53213.0],["2023-07",44083.0],["2023-08",53920.0],["2023-09",51524.0],["2023-10",38744.0],["2023-11",41129.0]]},{"city":"Little Flock","core":false,"tax_total":27732.0,"tax_change_pct":12.16,"tax_flag":false,"units":4.0,"units_change_pct":null,"units_per_1k":1.3,"growth_score":37,"spark":[["2021-12",24015.0],["2022-01",17439.0],["2022-02",17944.0],["2022-03",21787.0],["2022-04",18503.0],["2022-05",20811.0],["2022-06",23547.0],["2022-07",22799.0],["2022-08",21933.0],["2022-09",20257.0],["2022-10",26022.0],["2022-11",24725.0],["2022-12",21298.0],["2023-01",21458.0],["2023-02",20041.0],["2023-03",24319.0],["2023-04",24504.0],["2023-05",24218.0],["2023-06",23458.0],["2023-07",20489.0],["2023-08",20312.0],["2023-09",21174.0],["2023-10",20926.0],["2023-11",27732.0]]},{"city":"Elm Springs","core":false,"tax_total":26680.0,"tax_change_pct":20.38,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":61,"spark":[["2021-12",19320.0],["2022-01",18964.0],["2022-02",20065.0],["2022-03",23410.0],["2022-04",23841.0],["2022-05",16697.0],["2022-06",23444.0],["2022-07",22171.0],["2022-08",18552.0],["2022-09",19174.0],["2022-10",20470.0],["2022-11",22163.0],["2022-12",24766.0],["2023-01",23633.0],["2023-02",17261.0],["2023-03",23323.0],["2023-04",21245.0],["2023-05",20020.0],["2023-06",19794.0],["2023-07",19358.0],["2023-08",22452.0],["2023-09",22516.0],["2023-10",23457.0],["2023-11",26680.0]]},{"city":"Garfield","core":false,"tax_total":24124.0,"tax_change_pct":-4.75,"tax_flag":false,"units":null,"units_change_pct":null,"units_per_1k":null,"growth_score":45,"spark":[["2021-12",20765.0],["2022-01",18408.0],["2022-02",17179.0],["2022-03",21102.0],["2022-04",19017.0],["2022-05",20919.0],["2022-06",22382.0],["2022-07",26058.0],["2022-08",21277.0],["2022-09",18501.0],["2022-10",21404.0],["2022-11",25327.0],["2022-12",21347.0],["2023-01",20806.0],["2023-02",17994.0],["2023-03",24249.0],["2023-04",22795.0],["2023-05",24944.0],["2023-06",23703.0],["2023-07",26109.0],["2023-08",27254.0],["2023-09",26410.0],["2023-10",26529.0],["2023-11",24124.0]]},{"city":"Winslow","core":false,"tax_total":19236.0,"tax_change_pct":88.64,"tax_flag":true,"units":null,"units_change_pct":null,"units_per_1k":null,"growth_score":14,"spark":[["2021-12",9414.0],["2022-01",8004.0],["2022-02",7952.0],["2022-03",10359.0],["2022-04",9587.0],["2022-05",9512.0],["2022-06",10546.0],["2022-07",8385.0],["2022-08",10297.0],["2022-09",9316.0],["2022-10",10119.0],["2022-11",10197.0],["2022-12",12254.0],["2023-01",10424.0],["2023-02",8834.0],["2023-03",13152.0],["2023-04",9237.0],["2023-05",10722.0],["2023-06",11872.0],["2023-07",13530.0],["2023-08",12564.0],["2023-09",38605.0],["2023-10",13806.0],["2023-11",19236.0]]},{"city":"Avoca","core":false,"tax_total":12326.0,"tax_change_pct":27.73,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":47,"spark":[["2021-12",5733.0],["2022-01",10091.0],["2022-02",9246.0],["2022-03",18823.0],["2022-04",11574.0],["2022-05",9904.0],["2022-06",11984.0],["2022-07",10656.0],["2022-08",15589.0],["2022-09",13943.0],["2022-10",9629.0],["2022-11",9650.0],["2022-12",13772.0],["2023-01",14482.0],["2023-02",12251.0],["2023-03",13741.0],["2023-04",12774.0],["2023-05",15981.0],["2023-06",8515.0],["2023-07",15046.0],["2023-08",13073.0],["2023-09",17215.0],["2023-10",8484.0],["2023-11",12326.0]]},{"city":"Sulphur Springs","core":false,"tax_total":4297.0,"tax_change_pct":21.83,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":20,"spark":[["2021-12",3888.0],["2022-01",3429.0],["2022-02",3645.0],["2022-03",3770.0],["2022-04",4059.0],["2022-05",2945.0],["2022-06",3323.0],["2022-07",3576.0],["2022-08",4998.0],["2022-09",3805.0],["2022-10",3274.0],["2022-11",3527.0],["2022-12",4341.0],["2023-01",4191.0],["2023-02",3839.0],["2023-03",4333.0],["2023-04",4291.0],["2023-05",3855.0],["2023-06",4637.0],["2023-07",4539.0],["2023-08",3441.0],["2023-09",4334.0],["2023-10",4348.0],["2023-11",4297.0]]},{"city":"Springtown","core":false,"tax_total":664.0,"tax_change_pct":8.85,"tax_flag":false,"units":null,"units_change_pct":null,"units_per_1k":null,"growth_score":54,"spark":[["2021-12",516.0],["2022-01",282.0],["2022-02",555.0],["2022-03",646.0],["2022-04",634.0],["2022-05",1398.0],["2022-06",856.0],["2022-07",482.0],["2022-08",159.0],["2022-09",517.0],["2022-10",396.0],["2022-11",610.0],["2022-12",615.0],["2023-01",450.0],["2023-02",484.0],["2023-03",1121.0],["2023-04",343.0],["2023-05",325.0],["2023-06",389.0],["2023-07",270.0],["2023-08",294.0],["2023-09",581.0],["2023-10",426.0],["2023-11",664.0]]}],"calendar":{"meetings":0,"items":0,"cities":[]},"broker_reported":[],"jobs":{"month":"2023-11","compare_month":"2022-11","total_k":291.0,"total_change_k":5.5,"total_change_pct":1.93,"gainers":[{"industry":"Education & health","jobs_k":35.3,"change_k":2.2,"change_pct":6.65},{"industry":"Mining, logging & construction","jobs_k":16.8,"change_k":1.4,"change_pct":9.09},{"industry":"Leisure & hospitality","jobs_k":31.1,"change_k":1.4,"change_pct":4.71}],"losers":[{"industry":"Professional & business services","jobs_k":59.3,"change_k":-1.1,"change_pct":-1.82},{"industry":"Transportation & utilities","jobs_k":19.1,"change_k":-1.1,"change_pct":-5.45},{"industry":"Manufacturing","jobs_k":27.5,"change_k":-0.2,"change_pct":-0.72}],"industries":[{"industry":"Education & health","jobs_k":35.3,"change_k":2.2,"change_pct":6.65},{"industry":"Mining, logging & construction","jobs_k":16.8,"change_k":1.4,"change_pct":9.09},{"industry":"Leisure & hospitality","jobs_k":31.1,"change_k":1.4,"change_pct":4.71},{"industry":"Retail trade","jobs_k":29.4,"change_k":1.2,"change_pct":4.26},{"industry":"Government","jobs_k":34.6,"change_k":0.9,"change_pct":2.67},{"industry":"Wholesale trade","jobs_k":14.0,"change_k":0.5,"change_pct":3.7},{"industry":"Other services","jobs_k":11.0,"change_k":0.3,"change_pct":2.8},{"industry":"Information","jobs_k":2.3,"change_k":0.0,"change_pct":0.0},{"industry":"Financial activities","jobs_k":10.6,"change_k":0.0,"change_pct":0.0},{"industry":"Manufacturing","jobs_k":27.5,"change_k":-0.2,"change_pct":-0.72},{"industry":"Transportation & utilities","jobs_k":19.1,"change_k":-1.1,"change_pct":-5.45},{"industry":"Professional & business services","jobs_k":59.3,"change_k":-1.1,"change_pct":-1.82}]},"new_business":{"months":1,"ar_all":3136,"ar_all_change_pct":0.74,"ar_likely_employers":1006,"ar_likely_employers_change_pct":-10.97},"lending":null,"home_values":null,"growth":{"through":"2023-11","rows":[{"city":"Bentonville","growth_now":25.0,"growth_prev":12.2,"reading":"speeding up","share_now":23.5,"share_prev":20.5},{"city":"Rogers","growth_now":7.0,"growth_prev":11.8,"reading":"slowing","share_now":23.4,"share_prev":23.9},{"city":"Fayetteville","growth_now":5.2,"growth_prev":9.4,"reading":"slowing","share_now":25.7,"share_prev":26.6},{"city":"Bella Vista","growth_now":4.8,"growth_prev":13.0,"reading":"slowing","share_now":3.2,"share_prev":3.3},{"city":"Siloam Springs","growth_now":4.2,"growth_prev":7.9,"reading":"slowing","share_now":4.9,"share_prev":5.1},{"city":"Springdale","growth_now":2.7,"growth_prev":19.4,"reading":"slowing","share_now":19.3,"share_prev":20.5}]},"home_market":null,"takeaways":["Local sales-tax receipts across 24 NWA cities (excluding 6 with a likely new or changed local tax) rose 5.9% versus the same period a year earlier. Receipts totaled $25.7M across all 31 reporting cities.","Among the Core cities, Bentonville led at +13.4% and Rogers trailed at -0.3%.","The fastest register growth was outside the Core: Farmington at +34.7%.","6 cities show moves large enough to reflect a new or changed local tax rather than spending (Gravette, Winslow, Highfill, Pea Ridge\u2026); they are marked in the table and left out of the rankings above.","Builders pulled permits for 433 residential units region-wide, up 38.6% year over year.","The 30-year mortgage rate averaged 7.44% in the period, 64 basis points higher than a year earlier.","Employed residents in the NWA metro averaged 292,066 in the period, up 2.8% from a year earlier.","Momentum at period end (12-month sales-tax growth vs a year earlier): speeding up in Bentonville; slowing in Rogers, Fayetteville, Bella Vista, Siloam Springs, Springdale.","The metro counted 291,000 jobs in November 2023, up 5,500 from November 2022; education & health added the most (+2,200), professional & business services shed the most (-1,100) (BLS, preliminary for recent months)."]}