{"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":"2017-07","label":"Jul 2017","start":"2017-07","end":"2017-07","mode":"yoy","units_complete_through":"2026-08","sales_tax":{"region":{"total":14084687.0,"cities":28,"comparable_cities":23,"flagged_cities":2,"change_pct":3.59},"rows":[{"city":"West Fork","total":65039.0,"prev":42274.0,"change_pct":53.85,"small_base":false,"flag":true,"rank":1},{"city":"Cave Springs","total":34706.0,"prev":26019.0,"change_pct":33.39,"small_base":false,"flag":false,"rank":2},{"city":"Elm Springs","total":8936.0,"prev":6816.0,"change_pct":31.1,"small_base":false,"flag":false,"rank":3},{"city":"Garfield","total":12024.0,"prev":9782.0,"change_pct":22.92,"small_base":false,"flag":false,"rank":4},{"city":"Pea Ridge","total":62281.0,"prev":51840.0,"change_pct":20.14,"small_base":false,"flag":false,"rank":5},{"city":"Prairie Grove","total":104014.0,"prev":89245.0,"change_pct":16.55,"small_base":false,"flag":false,"rank":6},{"city":"Decatur","total":22774.0,"prev":20047.0,"change_pct":13.6,"small_base":false,"flag":false,"rank":7},{"city":"Lincoln","total":49297.0,"prev":43895.0,"change_pct":12.31,"small_base":false,"flag":false,"rank":8},{"city":"Bella Vista","total":176807.0,"prev":157710.0,"change_pct":12.11,"small_base":false,"flag":false,"rank":9},{"city":"Bentonville","total":2238296.0,"prev":2016635.0,"change_pct":10.99,"small_base":false,"flag":false,"rank":10},{"city":"Gravette","total":80629.0,"prev":75426.0,"change_pct":6.9,"small_base":false,"flag":false,"rank":11},{"city":"Springdale","total":2608144.0,"prev":2472001.0,"change_pct":5.51,"small_base":false,"flag":false,"rank":12},{"city":"Rogers","total":3133022.0,"prev":2985711.0,"change_pct":4.93,"small_base":false,"flag":false,"rank":13},{"city":"Avoca","total":7633.0,"prev":7466.0,"change_pct":2.24,"small_base":false,"flag":false,"rank":14},{"city":"Centerton","total":201087.0,"prev":197678.0,"change_pct":1.72,"small_base":false,"flag":false,"rank":15},{"city":"Tontitown","total":135070.0,"prev":133520.0,"change_pct":1.16,"small_base":false,"flag":false,"rank":16},{"city":"Little Flock","total":11593.0,"prev":11559.0,"change_pct":0.29,"small_base":false,"flag":false,"rank":17},{"city":"Gentry","total":49831.0,"prev":49693.0,"change_pct":0.28,"small_base":false,"flag":false,"rank":18},{"city":"Fayetteville","total":3563111.0,"prev":3562742.0,"change_pct":0.01,"small_base":false,"flag":false,"rank":19},{"city":"Siloam Springs","total":656478.0,"prev":666308.0,"change_pct":-1.48,"small_base":false,"flag":false,"rank":20},{"city":"Lowell","total":327908.0,"prev":337756.0,"change_pct":-2.92,"small_base":false,"flag":false,"rank":21},{"city":"Greenland","total":19779.0,"prev":22717.0,"change_pct":-12.93,"small_base":false,"flag":false,"rank":22},{"city":"Eureka Springs","total":259340.0,"prev":340180.0,"change_pct":-23.76,"small_base":false,"flag":false,"rank":23},{"city":"Sulphur Springs","total":1581.0,"prev":2231.0,"change_pct":-29.13,"small_base":false,"flag":false,"rank":24},{"city":"Springtown","total":544.0,"prev":4057.0,"change_pct":-86.59,"small_base":false,"flag":true,"rank":25},{"city":"Farmington","total":135377.0,"prev":null,"change_pct":null,"small_base":false,"flag":false},{"city":"Highfill","total":58765.0,"prev":null,"change_pct":null,"small_base":false,"flag":false},{"city":"Johnson","total":60621.0,"prev":null,"change_pct":null,"small_base":false,"flag":false}]},"housing":{"region":{"total":288.0,"cities":26,"comparable_cities":7,"flagged_cities":0,"change_pct":-33.19},"rows":[{"city":"Springdale","total":38.0,"prev":19.0,"change_pct":100.0,"small_base":false,"flag":false,"rank":1},{"city":"Pea Ridge","total":17.0,"prev":14.0,"change_pct":21.43,"small_base":false,"flag":false,"rank":2},{"city":"Centerton","total":18.0,"prev":24.0,"change_pct":-25.0,"small_base":false,"flag":false,"rank":3},{"city":"Lowell","total":10.0,"prev":14.0,"change_pct":-28.57,"small_base":false,"flag":false,"rank":4},{"city":"Rogers","total":28.0,"prev":44.0,"change_pct":-36.36,"small_base":false,"flag":false,"rank":5},{"city":"Bentonville","total":30.0,"prev":72.0,"change_pct":-58.33,"small_base":false,"flag":false,"rank":6},{"city":"Fayetteville","total":18.0,"prev":51.0,"change_pct":-64.71,"small_base":false,"flag":false,"rank":7},{"city":"Bella Vista","total":20.0,"prev":9.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Cave Springs","total":17.0,"prev":9.0,"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":4.0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Elm Springs","total":2.0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Farmington","total":38.0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Gentry","total":17.0,"prev":1.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Goshen","total":3.0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Gravette","total":0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Greenland","total":0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Highfill","total":0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Johnson","total":2.0,"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":2.0,"prev":1.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Prairie Grove","total":14.0,"prev":6.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Siloam Springs","total":2.0,"prev":3.0,"change_pct":null,"small_base":true,"flag":false},{"city":"Sulphur Springs","total":0,"prev":0,"change_pct":null,"small_base":true,"flag":false},{"city":"Tontitown","total":6.0,"prev":4.0,"change_pct":null,"small_base":true,"flag":false},{"city":"West Fork","total":2.0,"prev":1.0,"change_pct":null,"small_base":true,"flag":false}]},"rates":{"mortgage30_avg":3.967,"treasury10_avg":2.318,"mortgage30_change_bp":53},"economy":{"employed_avg":254238,"employed_change_pct":2.42,"hpi_quarter":"2017-Q3","hpi_change_pct":6.81,"unemployment_nwa":2.8,"unemployment_us":4.3},"monthly_region_tax":[["2017-07",13829924.0]],"monthly_region_tax_prev":[["2017-07",13333308.0]],"annual_region_tax":null,"same_cities":25,"capital":{"treasury2_avg":1.372,"cre_loans_billions":2052.2,"cre_loans_date":"2017-07-26","cre_loans_yoy_pct":8.02,"cre_delinquency_pct":0.77,"cre_delinquency_quarter":"2017-Q3"},"trend":{"sales_tax":"rising","units":"rising","mortgage30":"flat","employed":"rising","windows":["2017-04..2017-04","2017-05..2017-05","2017-06..2017-06","2017-07..2017-07"]},"permits":{"covered":false,"records_from":"2026-04-01","records_through":"2026-08-31"},"city_stats":[{"city":"Fayetteville","core":true,"tax_total":3563111.0,"tax_change_pct":0.01,"tax_flag":false,"units":18.0,"units_change_pct":-64.71,"units_per_1k":0.2,"growth_score":56,"spark":[["2015-08",3577405.0],["2015-09",3505783.0],["2015-10",3554005.0],["2015-11",3448672.0],["2015-12",4172039.0],["2016-01",2918911.0],["2016-02",3486906.0],["2016-03",3422782.0],["2016-04",3412482.0],["2016-05",3573531.0],["2016-06",3580743.0],["2016-07",3562742.0],["2016-08",3651690.0],["2016-09",3640557.0],["2016-10",3563224.0],["2016-11",3565183.0],["2016-12",4228387.0],["2017-01",3288932.0],["2017-02",3360698.0],["2017-03",3693876.0],["2017-04",3563007.0],["2017-05",3747485.0],["2017-06",3745389.0],["2017-07",3563111.0]]},{"city":"Rogers","core":true,"tax_total":3133022.0,"tax_change_pct":4.93,"tax_flag":false,"units":28.0,"units_change_pct":-36.36,"units_per_1k":0.4,"growth_score":43,"spark":[["2015-08",2772207.0],["2015-09",2875898.0],["2015-10",2884561.0],["2015-11",2785624.0],["2015-12",3445331.0],["2016-01",2445670.0],["2016-02",2724595.0],["2016-03",3174811.0],["2016-04",2903240.0],["2016-05",3118848.0],["2016-06",3044113.0],["2016-07",2985711.0],["2016-08",2950428.0],["2016-09",2999431.0],["2016-10",2998118.0],["2016-11",3115768.0],["2016-12",3984380.0],["2017-01",2909325.0],["2017-02",2835263.0],["2017-03",3160196.0],["2017-04",2970032.0],["2017-05",3190050.0],["2017-06",3165537.0],["2017-07",3133022.0]]},{"city":"Springdale","core":true,"tax_total":2608144.0,"tax_change_pct":5.51,"tax_flag":false,"units":38.0,"units_change_pct":100.0,"units_per_1k":0.4,"growth_score":32,"spark":[["2015-08",2156707.0],["2015-09",2154342.0],["2015-10",2371484.0],["2015-11",2160099.0],["2015-12",2332998.0],["2016-01",1978792.0],["2016-02",2312174.0],["2016-03",2181323.0],["2016-04",2107493.0],["2016-05",2451014.0],["2016-06",2245822.0],["2016-07",2472001.0],["2016-08",2393471.0],["2016-09",2207736.0],["2016-10",2343230.0],["2016-11",2423785.0],["2016-12",2420725.0],["2017-01",2331823.0],["2017-02",2226854.0],["2017-03",2525056.0],["2017-04",2323495.0],["2017-05",2895781.0],["2017-06",2634244.0],["2017-07",2608144.0]]},{"city":"Bentonville","core":true,"tax_total":2238296.0,"tax_change_pct":10.99,"tax_flag":false,"units":30.0,"units_change_pct":-58.33,"units_per_1k":0.6,"growth_score":57,"spark":[["2015-08",1853348.0],["2015-09",2611289.0],["2015-10",2476855.0],["2015-11",1488140.0],["2015-12",2544400.0],["2016-01",1589620.0],["2016-02",2050855.0],["2016-03",1922474.0],["2016-04",1374393.0],["2016-05",1962095.0],["2016-06",1526846.0],["2016-07",2016635.0],["2016-08",2386560.0],["2016-09",2513473.0],["2016-10",1923386.0],["2016-11",1826666.0],["2016-12",2260081.0],["2017-01",2022757.0],["2017-02",1923154.0],["2017-03",2274532.0],["2017-04",1734854.0],["2017-05",2480221.0],["2017-06",2007103.0],["2017-07",2238296.0]]},{"city":"Siloam Springs","core":true,"tax_total":656478.0,"tax_change_pct":-1.48,"tax_flag":false,"units":2.0,"units_change_pct":null,"units_per_1k":0.1,"growth_score":49,"spark":[["2015-08",571939.0],["2015-09",600135.0],["2015-10",602551.0],["2015-11",570207.0],["2015-12",659508.0],["2016-01",516622.0],["2016-02",604210.0],["2016-03",636414.0],["2016-04",584870.0],["2016-05",656044.0],["2016-06",654363.0],["2016-07",666308.0],["2016-08",631041.0],["2016-09",635799.0],["2016-10",622230.0],["2016-11",638686.0],["2016-12",710776.0],["2017-01",610668.0],["2017-02",619213.0],["2017-03",693712.0],["2017-04",630663.0],["2017-05",690262.0],["2017-06",686273.0],["2017-07",656478.0]]},{"city":"Bella Vista","core":true,"tax_total":176807.0,"tax_change_pct":12.11,"tax_flag":false,"units":20.0,"units_change_pct":null,"units_per_1k":0.7,"growth_score":60,"spark":[["2015-08",143604.0],["2015-09",142786.0],["2015-10",172216.0],["2015-11",136465.0],["2015-12",153565.0],["2016-01",135418.0],["2016-02",152459.0],["2016-03",142160.0],["2016-04",148975.0],["2016-05",172651.0],["2016-06",163007.0],["2016-07",157710.0],["2016-08",164480.0],["2016-09",153438.0],["2016-10",153359.0],["2016-11",161929.0],["2016-12",165036.0],["2017-01",120509.0],["2017-02",179156.0],["2017-03",182017.0],["2017-04",151601.0],["2017-05",163993.0],["2017-06",173973.0],["2017-07",176807.0]]},{"city":"Lowell","core":false,"tax_total":327908.0,"tax_change_pct":-2.92,"tax_flag":false,"units":10.0,"units_change_pct":-28.57,"units_per_1k":1.0,"growth_score":56,"spark":[["2015-08",221774.0],["2015-09",254268.0],["2015-10",290691.0],["2015-11",278229.0],["2015-12",301397.0],["2016-01",308163.0],["2016-02",293349.0],["2016-03",329976.0],["2016-04",269428.0],["2016-05",365436.0],["2016-06",393846.0],["2016-07",337756.0],["2016-08",355804.0],["2016-09",376890.0],["2016-10",372914.0],["2016-11",315893.0],["2016-12",314141.0],["2017-01",306569.0],["2017-02",304582.0],["2017-03",250421.0],["2017-04",295329.0],["2017-05",185421.0],["2017-06",297180.0],["2017-07",327908.0]]},{"city":"Eureka Springs","core":false,"tax_total":259340.0,"tax_change_pct":-23.76,"tax_flag":false,"units":null,"units_change_pct":null,"units_per_1k":null,"growth_score":null,"spark":[["2015-08",231586.0],["2015-09",247253.0],["2015-10",308783.0],["2015-11",188243.0],["2015-12",178687.0],["2016-01",133738.0],["2016-02",156291.0],["2016-03",183151.0],["2016-04",204275.0],["2016-05",221762.0],["2016-06",269324.0],["2016-07",340180.0],["2016-08",180699.0],["2016-09",244974.0],["2016-10",296841.0],["2016-11",202157.0],["2016-12",173611.0],["2017-01",123948.0],["2017-02",150713.0],["2017-03",204849.0],["2017-04",195525.0],["2017-05",248087.0],["2017-06",257523.0],["2017-07",259340.0]]},{"city":"Centerton","core":false,"tax_total":201087.0,"tax_change_pct":1.72,"tax_flag":false,"units":18.0,"units_change_pct":-25.0,"units_per_1k":1.0,"growth_score":59,"spark":[["2015-08",189123.0],["2015-09",180482.0],["2015-10",175247.0],["2015-11",170331.0],["2015-12",143009.0],["2016-01",124886.0],["2016-02",256875.0],["2016-03",211695.0],["2016-04",165212.0],["2016-05",189742.0],["2016-06",203693.0],["2016-07",197678.0],["2016-08",189860.0],["2016-09",194613.0],["2016-10",192492.0],["2016-11",196460.0],["2016-12",202882.0],["2017-01",185147.0],["2017-02",196578.0],["2017-03",204618.0],["2017-04",187398.0],["2017-05",224216.0],["2017-06",202001.0],["2017-07",201087.0]]},{"city":"Farmington","core":false,"tax_total":135377.0,"tax_change_pct":null,"tax_flag":false,"units":38.0,"units_change_pct":null,"units_per_1k":5.0,"growth_score":60,"spark":[["2015-08",117839.0],["2015-09",110175.0],["2015-10",113173.0],["2015-11",104928.0],["2015-12",121404.0],["2017-01",132299.0],["2017-02",132012.0],["2017-03",137250.0],["2017-04",125951.0],["2017-05",143891.0],["2017-06",137325.0],["2017-07",135377.0]]},{"city":"Tontitown","core":false,"tax_total":135070.0,"tax_change_pct":1.16,"tax_flag":false,"units":6.0,"units_change_pct":null,"units_per_1k":1.4,"growth_score":67,"spark":[["2015-08",124816.0],["2015-09",114545.0],["2015-10",133123.0],["2015-11",113972.0],["2015-12",111297.0],["2016-01",122036.0],["2016-02",116901.0],["2016-03",118694.0],["2016-04",108587.0],["2016-05",124288.0],["2016-06",121399.0],["2016-07",133520.0],["2016-08",131406.0],["2016-09",126118.0],["2016-10",138012.0],["2016-11",123594.0],["2016-12",133746.0],["2017-01",114715.0],["2017-02",114502.0],["2017-03",140618.0],["2017-04",127603.0],["2017-05",151350.0],["2017-06",155719.0],["2017-07",135070.0]]},{"city":"Prairie Grove","core":false,"tax_total":104014.0,"tax_change_pct":16.55,"tax_flag":false,"units":14.0,"units_change_pct":null,"units_per_1k":2.0,"growth_score":66,"spark":[["2015-08",85902.0],["2015-09",88454.0],["2015-10",97949.0],["2015-11",86332.0],["2015-12",92371.0],["2016-01",85786.0],["2016-02",75692.0],["2016-03",85263.0],["2016-04",79196.0],["2016-05",83650.0],["2016-06",91405.0],["2016-07",89245.0],["2016-08",86253.0],["2016-09",86667.0],["2016-10",97064.0],["2016-11",88785.0],["2016-12",91585.0],["2017-01",85641.0],["2017-02",80603.0],["2017-03",90707.0],["2017-04",89556.0],["2017-05",102027.0],["2017-06",105746.0],["2017-07",104014.0]]},{"city":"Gravette","core":false,"tax_total":80629.0,"tax_change_pct":6.9,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":40,"spark":[["2015-08",70944.0],["2015-09",70555.0],["2015-10",94751.0],["2015-11",65042.0],["2015-12",102696.0],["2016-01",76830.0],["2016-02",115579.0],["2016-03",68784.0],["2016-04",60740.0],["2016-05",111801.0],["2016-06",106785.0],["2016-07",75426.0],["2016-08",89006.0],["2016-09",97482.0],["2016-10",79604.0],["2016-11",105555.0],["2016-12",103094.0],["2017-01",98176.0],["2017-02",127772.0],["2017-03",94295.0],["2017-04",91415.0],["2017-05",116432.0],["2017-06",94371.0],["2017-07",80629.0]]},{"city":"West Fork","core":false,"tax_total":65039.0,"tax_change_pct":53.85,"tax_flag":true,"units":2.0,"units_change_pct":null,"units_per_1k":0.9,"growth_score":12,"spark":[["2016-01",39766.0],["2016-02",38951.0],["2016-03",36786.0],["2016-04",34218.0],["2016-05",40056.0],["2016-06",41057.0],["2016-07",42274.0],["2016-08",39478.0],["2016-09",32768.0],["2016-10",42081.0],["2016-11",35736.0],["2016-12",43346.0],["2017-01",57668.0],["2017-02",58373.0],["2017-03",60340.0],["2017-04",65442.0],["2017-05",64756.0],["2017-06",67784.0],["2017-07",65039.0]]},{"city":"Pea Ridge","core":false,"tax_total":62281.0,"tax_change_pct":20.14,"tax_flag":false,"units":17.0,"units_change_pct":21.43,"units_per_1k":2.6,"growth_score":77,"spark":[["2015-08",49598.0],["2015-09",46870.0],["2015-10",45798.0],["2015-11",42745.0],["2015-12",48082.0],["2016-01",45385.0],["2016-02",47494.0],["2016-03",52777.0],["2016-04",47611.0],["2016-05",50612.0],["2016-06",52910.0],["2016-07",51840.0],["2016-08",54375.0],["2016-09",54045.0],["2016-10",52996.0],["2016-11",53082.0],["2016-12",51917.0],["2017-01",49607.0],["2017-02",52817.0],["2017-03",56996.0],["2017-04",54568.0],["2017-05",59936.0],["2017-06",63364.0],["2017-07",62281.0]]},{"city":"Johnson","core":false,"tax_total":60621.0,"tax_change_pct":null,"tax_flag":false,"units":2.0,"units_change_pct":null,"units_per_1k":0.6,"growth_score":69,"spark":[["2015-08",46639.0],["2015-09",49404.0],["2015-10",47915.0],["2015-11",56176.0],["2015-12",55802.0],["2017-01",55015.0],["2017-02",45500.0],["2017-03",75510.0],["2017-04",47142.0],["2017-05",62833.0],["2017-06",65400.0],["2017-07",60621.0]]},{"city":"Highfill","core":false,"tax_total":58765.0,"tax_change_pct":null,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":40,"spark":[["2015-08",63882.0],["2015-09",57375.0],["2015-10",72363.0],["2015-11",50828.0],["2015-12",53069.0],["2017-01",72191.0],["2017-02",61852.0],["2017-03",68737.0],["2017-04",58342.0],["2017-05",76550.0],["2017-06",70306.0],["2017-07",58765.0]]},{"city":"Gentry","core":false,"tax_total":49831.0,"tax_change_pct":0.28,"tax_flag":false,"units":17.0,"units_change_pct":null,"units_per_1k":4.5,"growth_score":54,"spark":[["2015-08",59060.0],["2015-09",60937.0],["2015-10",57812.0],["2015-11",53191.0],["2015-12",51308.0],["2016-01",46167.0],["2016-02",44934.0],["2016-03",48077.0],["2016-04",43643.0],["2016-05",54135.0],["2016-06",53341.0],["2016-07",49693.0],["2016-08",41868.0],["2016-09",48930.0],["2016-10",56702.0],["2016-11",59681.0],["2016-12",51606.0],["2017-01",46277.0],["2017-02",46869.0],["2017-03",53361.0],["2017-04",50188.0],["2017-05",64099.0],["2017-06",51142.0],["2017-07",49831.0]]},{"city":"Lincoln","core":false,"tax_total":49297.0,"tax_change_pct":12.31,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":37,"spark":[["2015-08",37551.0],["2015-09",39470.0],["2015-10",44477.0],["2015-11",41225.0],["2015-12",40647.0],["2016-01",39523.0],["2016-02",41534.0],["2016-03",45573.0],["2016-04",39514.0],["2016-05",42314.0],["2016-06",39836.0],["2016-07",43895.0],["2016-08",45196.0],["2016-09",41875.0],["2016-10",39352.0],["2016-11",40894.0],["2016-12",40078.0],["2017-01",48816.0],["2017-02",46000.0],["2017-03",51819.0],["2017-04",40456.0],["2017-05",50595.0],["2017-06",43481.0],["2017-07",49297.0]]},{"city":"Cave Springs","core":false,"tax_total":34706.0,"tax_change_pct":33.39,"tax_flag":false,"units":17.0,"units_change_pct":null,"units_per_1k":3.0,"growth_score":71,"spark":[["2015-08",28495.0],["2015-09",26322.0],["2015-10",26406.0],["2015-11",24538.0],["2015-12",23730.0],["2016-01",21307.0],["2016-02",27891.0],["2016-03",30163.0],["2016-04",29859.0],["2016-05",33181.0],["2016-06",34996.0],["2016-07",26019.0],["2016-08",32654.0],["2016-09",34139.0],["2016-10",31318.0],["2016-11",31529.0],["2016-12",31962.0],["2017-01",27202.0],["2017-02",31773.0],["2017-03",28364.0],["2017-04",28105.0],["2017-05",38458.0],["2017-06",35340.0],["2017-07",34706.0]]},{"city":"Decatur","core":false,"tax_total":22774.0,"tax_change_pct":13.6,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":50,"spark":[["2015-08",22674.0],["2015-09",22850.0],["2015-10",24390.0],["2015-11",21916.0],["2015-12",23878.0],["2016-01",23920.0],["2016-02",20593.0],["2016-03",22971.0],["2016-04",19612.0],["2016-05",19571.0],["2016-06",21603.0],["2016-07",20047.0],["2016-08",10383.0],["2016-09",21661.0],["2016-10",23044.0],["2016-11",20930.0],["2016-12",24888.0],["2017-01",18237.0],["2017-02",20209.0],["2017-03",22802.0],["2017-04",20429.0],["2017-05",24853.0],["2017-06",25598.0],["2017-07",22774.0]]},{"city":"Greenland","core":false,"tax_total":19779.0,"tax_change_pct":-12.93,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":32,"spark":[["2015-08",20213.0],["2015-09",20122.0],["2015-10",18276.0],["2015-11",16109.0],["2015-12",21181.0],["2016-01",18315.0],["2016-02",18557.0],["2016-03",18862.0],["2016-04",15614.0],["2016-05",19745.0],["2016-06",20403.0],["2016-07",22717.0],["2016-08",19470.0],["2016-09",21744.0],["2016-10",19577.0],["2016-11",18403.0],["2016-12",10536.0],["2017-01",18008.0],["2017-02",17181.0],["2017-03",19920.0],["2017-04",18356.0],["2017-05",22259.0],["2017-06",21293.0],["2017-07",19779.0]]},{"city":"Garfield","core":false,"tax_total":12024.0,"tax_change_pct":22.92,"tax_flag":false,"units":null,"units_change_pct":null,"units_per_1k":null,"growth_score":45,"spark":[["2015-08",8770.0],["2015-09",8650.0],["2015-10",8691.0],["2015-11",7108.0],["2015-12",7634.0],["2016-01",6964.0],["2016-02",8572.0],["2016-03",9450.0],["2016-04",8169.0],["2016-05",8950.0],["2016-06",9713.0],["2016-07",9782.0],["2016-08",9302.0],["2016-09",9020.0],["2016-10",8170.0],["2016-11",7731.0],["2016-12",11896.0],["2017-01",7831.0],["2017-02",9086.0],["2017-03",10890.0],["2017-04",9915.0],["2017-05",12487.0],["2017-06",15205.0],["2017-07",12024.0]]},{"city":"Little Flock","core":false,"tax_total":11593.0,"tax_change_pct":0.29,"tax_flag":false,"units":2.0,"units_change_pct":null,"units_per_1k":0.7,"growth_score":37,"spark":[["2015-08",30105.0],["2015-09",9740.0],["2015-10",9985.0],["2015-11",12193.0],["2015-12",11542.0],["2016-01",12219.0],["2016-02",10183.0],["2016-03",11268.0],["2016-04",8340.0],["2016-05",9652.0],["2016-06",8729.0],["2016-07",11559.0],["2016-08",9006.0],["2016-09",9946.0],["2016-10",7676.0],["2016-11",10063.0],["2016-12",11581.0],["2017-01",10460.0],["2017-02",7334.0],["2017-03",11672.0],["2017-04",11276.0],["2017-05",10004.0],["2017-06",11564.0],["2017-07",11593.0]]},{"city":"Elm Springs","core":false,"tax_total":8936.0,"tax_change_pct":31.1,"tax_flag":false,"units":2.0,"units_change_pct":null,"units_per_1k":0.8,"growth_score":61,"spark":[["2015-08",8464.0],["2015-09",7260.0],["2015-10",7621.0],["2015-11",5635.0],["2015-12",6224.0],["2016-01",5889.0],["2016-02",6304.0],["2016-03",5826.0],["2016-04",5282.0],["2016-05",8384.0],["2016-06",6998.0],["2016-07",6816.0],["2016-08",6774.0],["2016-09",6877.0],["2016-10",6869.0],["2016-11",7041.0],["2016-12",6221.0],["2017-01",7955.0],["2017-02",7459.0],["2017-03",7589.0],["2017-04",5972.0],["2017-05",11906.0],["2017-06",10126.0],["2017-07",8936.0]]},{"city":"Avoca","core":false,"tax_total":7633.0,"tax_change_pct":2.24,"tax_flag":false,"units":null,"units_change_pct":null,"units_per_1k":null,"growth_score":47,"spark":[["2015-08",7886.0],["2015-09",9217.0],["2015-10",6039.0],["2015-11",5917.0],["2015-12",5262.0],["2016-01",8711.0],["2016-02",6311.0],["2016-03",7317.0],["2016-04",5431.0],["2016-05",8490.0],["2016-06",7106.0],["2016-07",7466.0],["2016-08",6527.0],["2016-09",8721.0],["2016-10",4886.0],["2016-11",6780.0],["2016-12",7518.0],["2017-01",5451.0],["2017-02",6616.0],["2017-03",8198.0],["2017-04",5168.0],["2017-05",7672.0],["2017-06",7437.0],["2017-07",7633.0]]},{"city":"Sulphur Springs","core":false,"tax_total":1581.0,"tax_change_pct":-29.13,"tax_flag":false,"units":0,"units_change_pct":null,"units_per_1k":null,"growth_score":20,"spark":[["2015-08",2261.0],["2015-09",1531.0],["2015-10",1478.0],["2015-11",1190.0],["2015-12",1639.0],["2016-01",1690.0],["2016-02",1626.0],["2016-03",1335.0],["2016-04",1733.0],["2016-05",1849.0],["2016-06",1760.0],["2016-07",2231.0],["2016-08",1651.0],["2016-09",1500.0],["2016-10",2486.0],["2016-11",2057.0],["2016-12",1418.0],["2017-01",1412.0],["2017-02",1490.0],["2017-03",1404.0],["2017-04",1846.0],["2017-05",2062.0],["2017-06",1616.0],["2017-07",1581.0]]},{"city":"Springtown","core":false,"tax_total":544.0,"tax_change_pct":-86.59,"tax_flag":true,"units":null,"units_change_pct":null,"units_per_1k":null,"growth_score":54,"spark":[["2015-08",203.0],["2015-09",394.0],["2015-10",180.0],["2015-11",189.0],["2015-12",288.0],["2016-01",232.0],["2016-02",500.0],["2016-03",4141.0],["2016-04",56.0],["2016-05",338.0],["2016-06",286.0],["2016-07",4057.0],["2016-08",199.0],["2016-09",175.0],["2016-10",271.0],["2016-11",182.0],["2016-12",211.0],["2017-01",265.0],["2017-02",242.0],["2017-03",582.0],["2017-04",329.0],["2017-05",206.0],["2017-06",78.0],["2017-07",544.0]]}],"calendar":{"meetings":0,"items":0,"cities":[]},"broker_reported":[],"jobs":{"month":"2017-07","compare_month":"2016-07","total_k":240.3,"total_change_k":5.5,"total_change_pct":2.34,"gainers":[{"industry":"Education & health","jobs_k":27.2,"change_k":1.3,"change_pct":5.02},{"industry":"Other services","jobs_k":11.5,"change_k":1.3,"change_pct":12.75},{"industry":"Mining, logging & construction","jobs_k":11.2,"change_k":0.9,"change_pct":8.74}],"losers":[{"industry":"Transportation & utilities","jobs_k":16.5,"change_k":-0.3,"change_pct":-1.79},{"industry":"Wholesale trade","jobs_k":11.5,"change_k":-0.2,"change_pct":-1.71}],"industries":[{"industry":"Education & health","jobs_k":27.2,"change_k":1.3,"change_pct":5.02},{"industry":"Other services","jobs_k":11.5,"change_k":1.3,"change_pct":12.75},{"industry":"Mining, logging & construction","jobs_k":11.2,"change_k":0.9,"change_pct":8.74},{"industry":"Manufacturing","jobs_k":25.6,"change_k":0.8,"change_pct":3.23},{"industry":"Leisure & hospitality","jobs_k":24.8,"change_k":0.6,"change_pct":2.48},{"industry":"Professional & business services","jobs_k":49.1,"change_k":0.4,"change_pct":0.82},{"industry":"Government","jobs_k":27.5,"change_k":0.3,"change_pct":1.1},{"industry":"Retail trade","jobs_k":25.9,"change_k":0.2,"change_pct":0.78},{"industry":"Financial activities","jobs_k":7.8,"change_k":0.2,"change_pct":2.63},{"industry":"Information","jobs_k":1.7,"change_k":0.0,"change_pct":0.0},{"industry":"Wholesale trade","jobs_k":11.5,"change_k":-0.2,"change_pct":-1.71},{"industry":"Transportation & utilities","jobs_k":16.5,"change_k":-0.3,"change_pct":-1.79}]},"new_business":{"months":1,"ar_all":1978,"ar_all_change_pct":7.38,"ar_likely_employers":752,"ar_likely_employers_change_pct":-6.23},"lending":null,"home_values":null,"growth":{"through":"2017-07","rows":[{"city":"Bentonville","growth_now":9.3,"growth_prev":null,"reading":null,"share_now":17.6,"share_prev":17.1},{"city":"Springdale","growth_now":9.0,"growth_prev":6.2,"reading":"speeding up","share_now":20.1,"share_prev":19.7},{"city":"Siloam Springs","growth_now":6.9,"growth_prev":null,"reading":null,"share_now":5.4,"share_prev":5.4},{"city":"Bella Vista","growth_now":6.9,"growth_prev":null,"reading":null,"share_now":1.3,"share_prev":1.3},{"city":"Rogers","growth_now":6.4,"growth_prev":null,"reading":null,"share_now":25.7,"share_prev":25.7},{"city":"Fayetteville","growth_now":3.3,"growth_prev":6.1,"reading":"slowing","share_now":29.9,"share_prev":30.8}]},"home_market":null,"takeaways":["Local sales-tax receipts across 23 NWA cities (excluding 2 with a likely new or changed local tax) rose 3.6% versus the same period a year earlier. Receipts totaled $14.1M across all 28 reporting cities.","Among the Core cities, Bella Vista led at +12.1% and Siloam Springs trailed at -1.5%.","The fastest register growth was outside the Core: Cave Springs at +33.4%.","2 cities show moves large enough to reflect a new or changed local tax rather than spending (West Fork, Springtown); they are marked in the table and left out of the rankings above.","Builders pulled permits for 288 residential units region-wide, down 33.2% year over year.","The 30-year mortgage rate averaged 3.97% in the period, 53 basis points higher than a year earlier.","Employed residents in the NWA metro averaged 254,238 in the period, up 2.4% from a year earlier.","Momentum at period end (12-month sales-tax growth vs a year earlier): speeding up in Springdale; slowing in Fayetteville.","The metro counted 240,300 jobs in July 2017, up 5,500 from July 2016; education & health added the most (+1,300), transportation & utilities shed the most (-300) (BLS, preliminary for recent months)."]}