├── .DS_Store ├── Result ├── R2.png └── RMSE.png ├── data ├── .DS_Store ├── Inventory │ ├── .DS_Store │ ├── InventoryMeasure_State_Public.csv │ └── InventoryMeasure_SSA_State_Public.csv ├── Home Sale Counts │ ├── Sale_Counts_State.csv │ └── Sale_Counts_Seas_Adj_State.csv └── Median Price │ └── Sale_Prices_State.csv ├── README.md └── Real estate.csv /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ashleshk/Data-Science-Zillow-Real-Estate-Price-Prediction/main/.DS_Store -------------------------------------------------------------------------------- /Result/R2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ashleshk/Data-Science-Zillow-Real-Estate-Price-Prediction/main/Result/R2.png -------------------------------------------------------------------------------- /Result/RMSE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ashleshk/Data-Science-Zillow-Real-Estate-Price-Prediction/main/Result/RMSE.png -------------------------------------------------------------------------------- /data/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ashleshk/Data-Science-Zillow-Real-Estate-Price-Prediction/main/data/.DS_Store -------------------------------------------------------------------------------- /data/Inventory/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ashleshk/Data-Science-Zillow-Real-Estate-Price-Prediction/main/data/Inventory/.DS_Store -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Zillow Real Estate Price Prediction 2 | 3 | ### Project Objectives 4 | Every individual need to deal with the real estate or housing market at certain point of time in life. Having a good overview on the market will help in buying or selling the house in the market at right price. 5 | 6 | In this project, Predict the price of unit area for houses given their features. 7 | 8 | 9 | ### Data Preprocessing 10 | - **Drop Outliers** - there were outliers in `house price of unit area`, `longitude`, `distance to the nearest MRT station`. 11 | - **Check Correlation** 12 | - The `number of convenience stores` is **moderately correlated** to the `price of unit area`, while the `distance to the nearest MRT station` **negatively correlated**. 13 | - **Preprocessing Data** 14 | - Convert transaction date to day, month and year columns 15 | - Scaling the data 16 | 17 | ## Modelling 18 | - Polynomial Regression 19 | - XGBRegressor 20 | - Ridge Regression 21 | - Lasso Regression 22 | 23 | ## Conclusion 24 | 25 | 1. **R2 Score of the models** 26 | 27 | ![R2 Score](https://github.com/Ashleshk/Data-Analysis-Zillow-Real-Estate-Market-Analysis/blob/main/Result/R2.png) 28 | 29 | 2. **RMSE of the models** 30 | ![RMSE results](https://github.com/Ashleshk/Data-Analysis-Zillow-Real-Estate-Market-Analysis/blob/main/Result/RMSE.png) 31 | 32 | We can see that the **XGBRegression Model** performs the best 33 | - R2 Score: 0.780957 34 | - RMSE: 6.09142 35 | -------------------------------------------------------------------------------- /Real estate.csv: -------------------------------------------------------------------------------- 1 | No,X1 transaction date,X2 house age,X3 distance to the nearest MRT station,X4 number of convenience stores,X5 latitude,X6 longitude,Y house price of unit area 2 | 1,2012.917,32,84.87882,10,24.98298,121.54024,37.9 3 | 2,2012.917,19.5,306.5947,9,24.98034,121.53951,42.2 4 | 3,2013.583,13.3,561.9845,5,24.98746,121.54391,47.3 5 | 4,2013.500,13.3,561.9845,5,24.98746,121.54391,54.8 6 | 5,2012.833,5,390.5684,5,24.97937,121.54245,43.1 7 | 6,2012.667,7.1,2175.03,3,24.96305,121.51254,32.1 8 | 7,2012.667,34.5,623.4731,7,24.97933,121.53642,40.3 9 | 8,2013.417,20.3,287.6025,6,24.98042,121.54228,46.7 10 | 9,2013.500,31.7,5512.038,1,24.95095,121.48458,18.8 11 | 10,2013.417,17.9,1783.18,3,24.96731,121.51486,22.1 12 | 11,2013.083,34.8,405.2134,1,24.97349,121.53372,41.4 13 | 12,2013.333,6.3,90.45606,9,24.97433,121.5431,58.1 14 | 13,2012.917,13,492.2313,5,24.96515,121.53737,39.3 15 | 14,2012.667,20.4,2469.645,4,24.96108,121.51046,23.8 16 | 15,2013.500,13.2,1164.838,4,24.99156,121.53406,34.3 17 | 16,2013.583,35.7,579.2083,2,24.9824,121.54619,50.5 18 | 17,2013.250,0,292.9978,6,24.97744,121.54458,70.1 19 | 18,2012.750,17.7,350.8515,1,24.97544,121.53119,37.4 20 | 19,2013.417,16.9,368.1363,8,24.9675,121.54451,42.3 21 | 20,2012.667,1.5,23.38284,7,24.96772,121.54102,47.7 22 | 21,2013.417,4.5,2275.877,3,24.96314,121.51151,29.3 23 | 22,2013.417,10.5,279.1726,7,24.97528,121.54541,51.6 24 | 23,2012.917,14.7,1360.139,1,24.95204,121.54842,24.6 25 | 24,2013.083,10.1,279.1726,7,24.97528,121.54541,47.9 26 | 25,2013.000,39.6,480.6977,4,24.97353,121.53885,38.8 27 | 26,2013.083,29.3,1487.868,2,24.97542,121.51726,27 28 | 27,2012.667,3.1,383.8624,5,24.98085,121.54391,56.2 29 | 28,2013.250,10.4,276.449,5,24.95593,121.53913,33.6 30 | 29,2013.500,19.2,557.478,4,24.97419,121.53797,47 31 | 30,2013.083,7.1,451.2438,5,24.97563,121.54694,57.1 32 | 31,2013.500,25.9,4519.69,0,24.94826,121.49587,22.1 33 | 32,2012.750,29.6,769.4034,7,24.98281,121.53408,25 34 | 33,2012.750,37.9,488.5727,1,24.97349,121.53451,34.2 35 | 34,2013.250,16.5,323.655,6,24.97841,121.54281,49.3 36 | 35,2012.750,15.4,205.367,7,24.98419,121.54243,55.1 37 | 36,2013.500,13.9,4079.418,0,25.01459,121.51816,27.3 38 | 37,2012.917,14.7,1935.009,2,24.96386,121.51458,22.9 39 | 38,2013.167,12,1360.139,1,24.95204,121.54842,25.3 40 | 39,2012.667,3.1,577.9615,6,24.97201,121.54722,47.7 41 | 40,2013.167,16.2,289.3248,5,24.98203,121.54348,46.2 42 | 41,2013.000,13.6,4082.015,0,24.94155,121.50381,15.9 43 | 42,2013.500,16.8,4066.587,0,24.94297,121.50342,18.2 44 | 43,2013.417,36.1,519.4617,5,24.96305,121.53758,34.7 45 | 44,2012.750,34.4,512.7871,6,24.98748,121.54301,34.1 46 | 45,2013.583,2.7,533.4762,4,24.97445,121.54765,53.9 47 | 46,2013.083,36.6,488.8193,8,24.97015,121.54494,38.3 48 | 47,2013.417,21.7,463.9623,9,24.9703,121.54458,42 49 | 48,2013.583,35.9,640.7391,3,24.97563,121.53715,61.5 50 | 49,2013.417,24.2,4605.749,0,24.94684,121.49578,13.4 51 | 50,2012.667,29.4,4510.359,1,24.94925,121.49542,13.2 52 | 51,2013.417,21.7,512.5487,4,24.974,121.53842,44.2 53 | 52,2013.083,31.3,1758.406,1,24.95402,121.55282,20.7 54 | 53,2013.583,32.1,1438.579,3,24.97419,121.5175,27 55 | 54,2013.083,13.3,492.2313,5,24.96515,121.53737,38.9 56 | 55,2013.083,16.1,289.3248,5,24.98203,121.54348,51.7 57 | 56,2012.833,31.7,1160.632,0,24.94968,121.53009,13.7 58 | 57,2013.417,33.6,371.2495,8,24.97254,121.54059,41.9 59 | 58,2012.917,3.5,56.47425,7,24.95744,121.53711,53.5 60 | 59,2013.500,30.3,4510.359,1,24.94925,121.49542,22.6 61 | 60,2013.083,13.3,336.0532,5,24.95776,121.53438,42.4 62 | 61,2013.417,11,1931.207,2,24.96365,121.51471,21.3 63 | 62,2013.500,5.3,259.6607,6,24.97585,121.54516,63.2 64 | 63,2012.917,17.2,2175.877,3,24.96303,121.51254,27.7 65 | 64,2013.583,2.6,533.4762,4,24.97445,121.54765,55 66 | 65,2013.333,17.5,995.7554,0,24.96305,121.54915,25.3 67 | 66,2013.417,40.1,123.7429,8,24.97635,121.54329,44.3 68 | 67,2013.000,1,193.5845,6,24.96571,121.54089,50.7 69 | 68,2013.500,8.5,104.8101,5,24.96674,121.54067,56.8 70 | 69,2013.417,30.4,464.223,6,24.97964,121.53805,36.2 71 | 70,2012.833,12.5,561.9845,5,24.98746,121.54391,42 72 | 71,2013.583,6.6,90.45606,9,24.97433,121.5431,59 73 | 72,2013.083,35.5,640.7391,3,24.97563,121.53715,40.8 74 | 73,2013.583,32.5,424.5442,8,24.97587,121.53913,36.3 75 | 74,2013.167,13.8,4082.015,0,24.94155,121.50381,20 76 | 75,2012.917,6.8,379.5575,10,24.98343,121.53762,54.4 77 | 76,2013.500,12.3,1360.139,1,24.95204,121.54842,29.5 78 | 77,2013.583,35.9,616.4004,3,24.97723,121.53767,36.8 79 | 78,2012.833,20.5,2185.128,3,24.96322,121.51237,25.6 80 | 79,2012.917,38.2,552.4371,2,24.97598,121.53381,29.8 81 | 80,2013.000,18,1414.837,1,24.95182,121.54887,26.5 82 | 81,2013.500,11.8,533.4762,4,24.97445,121.54765,40.3 83 | 82,2013.000,30.8,377.7956,6,24.96427,121.53964,36.8 84 | 83,2013.083,13.2,150.9347,7,24.96725,121.54252,48.1 85 | 84,2012.917,25.3,2707.392,3,24.96056,121.50831,17.7 86 | 85,2013.083,15.1,383.2805,7,24.96735,121.54464,43.7 87 | 86,2012.750,0,338.9679,9,24.96853,121.54413,50.8 88 | 87,2012.833,1.8,1455.798,1,24.9512,121.549,27 89 | 88,2013.583,16.9,4066.587,0,24.94297,121.50342,18.3 90 | 89,2012.917,8.9,1406.43,0,24.98573,121.52758,48 91 | 90,2013.500,23,3947.945,0,24.94783,121.50243,25.3 92 | 91,2012.833,0,274.0144,1,24.9748,121.53059,45.4 93 | 92,2013.250,9.1,1402.016,0,24.98569,121.5276,43.2 94 | 93,2012.917,20.6,2469.645,4,24.96108,121.51046,21.8 95 | 94,2012.917,31.9,1146.329,0,24.9492,121.53076,16.1 96 | 95,2012.917,40.9,167.5989,5,24.9663,121.54026,41 97 | 96,2012.917,8,104.8101,5,24.96674,121.54067,51.8 98 | 97,2013.417,6.4,90.45606,9,24.97433,121.5431,59.5 99 | 98,2013.083,28.4,617.4424,3,24.97746,121.53299,34.6 100 | 99,2013.417,16.4,289.3248,5,24.98203,121.54348,51 101 | 100,2013.417,6.4,90.45606,9,24.97433,121.5431,62.2 102 | 101,2013.500,17.5,964.7496,4,24.98872,121.53411,38.2 103 | 102,2012.833,12.7,170.1289,1,24.97371,121.52984,32.9 104 | 103,2013.083,1.1,193.5845,6,24.96571,121.54089,54.4 105 | 104,2012.750,0,208.3905,6,24.95618,121.53844,45.7 106 | 105,2012.667,32.7,392.4459,6,24.96398,121.5425,30.5 107 | 106,2012.833,0,292.9978,6,24.97744,121.54458,71 108 | 107,2013.083,17.2,189.5181,8,24.97707,121.54308,47.1 109 | 108,2013.333,12.2,1360.139,1,24.95204,121.54842,26.6 110 | 109,2013.417,31.4,592.5006,2,24.9726,121.53561,34.1 111 | 110,2013.583,4,2147.376,3,24.96299,121.51284,28.4 112 | 111,2013.083,8.1,104.8101,5,24.96674,121.54067,51.6 113 | 112,2013.583,33.3,196.6172,7,24.97701,121.54224,39.4 114 | 113,2013.417,9.9,2102.427,3,24.96044,121.51462,23.1 115 | 114,2013.333,14.8,393.2606,6,24.96172,121.53812,7.6 116 | 115,2012.667,30.6,143.8383,8,24.98155,121.54142,53.3 117 | 116,2013.083,20.6,737.9161,2,24.98092,121.54739,46.4 118 | 117,2013.000,30.9,6396.283,1,24.94375,121.47883,12.2 119 | 118,2013.000,13.6,4197.349,0,24.93885,121.50383,13 120 | 119,2013.500,25.3,1583.722,3,24.96622,121.51709,30.6 121 | 120,2013.500,16.6,289.3248,5,24.98203,121.54348,59.6 122 | 121,2013.167,13.3,492.2313,5,24.96515,121.53737,31.3 123 | 122,2013.500,13.6,492.2313,5,24.96515,121.53737,48 124 | 123,2013.250,31.5,414.9476,4,24.98199,121.54464,32.5 125 | 124,2013.417,0,185.4296,0,24.9711,121.5317,45.5 126 | 125,2012.917,9.9,279.1726,7,24.97528,121.54541,57.4 127 | 126,2013.167,1.1,193.5845,6,24.96571,121.54089,48.6 128 | 127,2013.083,38.6,804.6897,4,24.97838,121.53477,62.9 129 | 128,2013.250,3.8,383.8624,5,24.98085,121.54391,55 130 | 129,2013.083,41.3,124.9912,6,24.96674,121.54039,60.7 131 | 130,2013.417,38.5,216.8329,7,24.98086,121.54162,41 132 | 131,2013.250,29.6,535.527,8,24.98092,121.53653,37.5 133 | 132,2013.500,4,2147.376,3,24.96299,121.51284,30.7 134 | 133,2013.167,26.6,482.7581,5,24.97433,121.53863,37.5 135 | 134,2012.833,18,373.3937,8,24.9866,121.54082,39.5 136 | 135,2012.667,33.4,186.9686,6,24.96604,121.54211,42.2 137 | 136,2012.917,18.9,1009.235,0,24.96357,121.54951,20.8 138 | 137,2012.750,11.4,390.5684,5,24.97937,121.54245,46.8 139 | 138,2013.500,13.6,319.0708,6,24.96495,121.54277,47.4 140 | 139,2013.167,10,942.4664,0,24.97843,121.52406,43.5 141 | 140,2012.667,12.9,492.2313,5,24.96515,121.53737,42.5 142 | 141,2013.250,16.2,289.3248,5,24.98203,121.54348,51.4 143 | 142,2013.333,5.1,1559.827,3,24.97213,121.51627,28.9 144 | 143,2013.417,19.8,640.6071,5,24.97017,121.54647,37.5 145 | 144,2013.500,13.6,492.2313,5,24.96515,121.53737,40.1 146 | 145,2013.083,11.9,1360.139,1,24.95204,121.54842,28.4 147 | 146,2012.917,2.1,451.2438,5,24.97563,121.54694,45.5 148 | 147,2012.750,0,185.4296,0,24.9711,121.5317,52.2 149 | 148,2012.750,3.2,489.8821,8,24.97017,121.54494,43.2 150 | 149,2013.500,16.4,3780.59,0,24.93293,121.51203,45.1 151 | 150,2012.667,34.9,179.4538,8,24.97349,121.54245,39.7 152 | 151,2013.250,35.8,170.7311,7,24.96719,121.54269,48.5 153 | 152,2013.500,4.9,387.7721,9,24.98118,121.53788,44.7 154 | 153,2013.333,12,1360.139,1,24.95204,121.54842,28.9 155 | 154,2013.250,6.5,376.1709,6,24.95418,121.53713,40.9 156 | 155,2013.500,16.9,4066.587,0,24.94297,121.50342,20.7 157 | 156,2013.167,13.8,4082.015,0,24.94155,121.50381,15.6 158 | 157,2013.583,30.7,1264.73,0,24.94883,121.52954,18.3 159 | 158,2013.250,16.1,815.9314,4,24.97886,121.53464,35.6 160 | 159,2013.000,11.6,390.5684,5,24.97937,121.54245,39.4 161 | 160,2012.667,15.5,815.9314,4,24.97886,121.53464,37.4 162 | 161,2012.917,3.5,49.66105,8,24.95836,121.53756,57.8 163 | 162,2013.417,19.2,616.4004,3,24.97723,121.53767,39.6 164 | 163,2012.750,16,4066.587,0,24.94297,121.50342,11.6 165 | 164,2013.500,8.5,104.8101,5,24.96674,121.54067,55.5 166 | 165,2012.833,0,185.4296,0,24.9711,121.5317,55.2 167 | 166,2012.917,13.7,1236.564,1,24.97694,121.55391,30.6 168 | 167,2013.417,0,292.9978,6,24.97744,121.54458,73.6 169 | 168,2013.417,28.2,330.0854,8,24.97408,121.54011,43.4 170 | 169,2013.083,27.6,515.1122,5,24.96299,121.5432,37.4 171 | 170,2013.417,8.4,1962.628,1,24.95468,121.55481,23.5 172 | 171,2013.333,24,4527.687,0,24.94741,121.49628,14.4 173 | 172,2013.083,3.6,383.8624,5,24.98085,121.54391,58.8 174 | 173,2013.583,6.6,90.45606,9,24.97433,121.5431,58.1 175 | 174,2013.083,41.3,401.8807,4,24.98326,121.5446,35.1 176 | 175,2013.417,4.3,432.0385,7,24.9805,121.53778,45.2 177 | 176,2013.083,30.2,472.1745,3,24.97005,121.53758,36.5 178 | 177,2012.833,13.9,4573.779,0,24.94867,121.49507,19.2 179 | 178,2013.083,33,181.0766,9,24.97697,121.54262,42 180 | 179,2013.500,13.1,1144.436,4,24.99176,121.53456,36.7 181 | 180,2013.083,14,438.8513,1,24.97493,121.5273,42.6 182 | 181,2012.667,26.9,4449.27,0,24.94898,121.49621,15.5 183 | 182,2013.167,11.6,201.8939,8,24.98489,121.54121,55.9 184 | 183,2013.500,13.5,2147.376,3,24.96299,121.51284,23.6 185 | 184,2013.500,17,4082.015,0,24.94155,121.50381,18.8 186 | 185,2012.750,14.1,2615.465,0,24.95495,121.56174,21.8 187 | 186,2012.750,31.4,1447.286,3,24.97285,121.5173,21.5 188 | 187,2013.167,20.9,2185.128,3,24.96322,121.51237,25.7 189 | 188,2013.000,8.9,3078.176,0,24.95464,121.56627,22 190 | 189,2012.917,34.8,190.0392,8,24.97707,121.54312,44.3 191 | 190,2012.917,16.3,4066.587,0,24.94297,121.50342,20.5 192 | 191,2013.500,35.3,616.5735,8,24.97945,121.53642,42.3 193 | 192,2013.167,13.2,750.0704,2,24.97371,121.54951,37.8 194 | 193,2013.167,43.8,57.58945,7,24.9675,121.54069,42.7 195 | 194,2013.417,9.7,421.479,5,24.98246,121.54477,49.3 196 | 195,2013.500,15.2,3771.895,0,24.93363,121.51158,29.3 197 | 196,2013.333,15.2,461.1016,5,24.95425,121.5399,34.6 198 | 197,2013.000,22.8,707.9067,2,24.981,121.54713,36.6 199 | 198,2013.250,34.4,126.7286,8,24.96881,121.54089,48.2 200 | 199,2013.083,34,157.6052,7,24.96628,121.54196,39.1 201 | 200,2013.417,18.2,451.6419,8,24.96945,121.5449,31.6 202 | 201,2013.417,17.4,995.7554,0,24.96305,121.54915,25.5 203 | 202,2013.417,13.1,561.9845,5,24.98746,121.54391,45.9 204 | 203,2012.917,38.3,642.6985,3,24.97559,121.53713,31.5 205 | 204,2012.667,15.6,289.3248,5,24.98203,121.54348,46.1 206 | 205,2013.000,18,1414.837,1,24.95182,121.54887,26.6 207 | 206,2013.083,12.8,1449.722,3,24.97289,121.51728,21.4 208 | 207,2013.250,22.2,379.5575,10,24.98343,121.53762,44 209 | 208,2013.083,38.5,665.0636,3,24.97503,121.53692,34.2 210 | 209,2012.750,11.5,1360.139,1,24.95204,121.54842,26.2 211 | 210,2012.833,34.8,175.6294,8,24.97347,121.54271,40.9 212 | 211,2013.500,5.2,390.5684,5,24.97937,121.54245,52.2 213 | 212,2013.083,0,274.0144,1,24.9748,121.53059,43.5 214 | 213,2013.333,17.6,1805.665,2,24.98672,121.52091,31.1 215 | 214,2013.083,6.2,90.45606,9,24.97433,121.5431,58 216 | 215,2013.583,18.1,1783.18,3,24.96731,121.51486,20.9 217 | 216,2013.333,19.2,383.7129,8,24.972,121.54477,48.1 218 | 217,2013.250,37.8,590.9292,1,24.97153,121.53559,39.7 219 | 218,2012.917,28,372.6242,6,24.97838,121.54119,40.8 220 | 219,2013.417,13.6,492.2313,5,24.96515,121.53737,43.8 221 | 220,2012.750,29.3,529.7771,8,24.98102,121.53655,40.2 222 | 221,2013.333,37.2,186.5101,9,24.97703,121.54265,78.3 223 | 222,2013.333,9,1402.016,0,24.98569,121.5276,38.5 224 | 223,2013.583,30.6,431.1114,10,24.98123,121.53743,48.5 225 | 224,2013.250,9.1,1402.016,0,24.98569,121.5276,42.3 226 | 225,2013.333,34.5,324.9419,6,24.97814,121.5417,46 227 | 226,2013.250,1.1,193.5845,6,24.96571,121.54089,49 228 | 227,2013.000,16.5,4082.015,0,24.94155,121.50381,12.8 229 | 228,2012.917,32.4,265.0609,8,24.98059,121.53986,40.2 230 | 229,2013.417,11.9,3171.329,0,25.00115,121.51776,46.6 231 | 230,2013.583,31,1156.412,0,24.9489,121.53095,19 232 | 231,2013.500,4,2147.376,3,24.96299,121.51284,33.4 233 | 232,2012.833,16.2,4074.736,0,24.94235,121.50357,14.7 234 | 233,2012.917,27.1,4412.765,1,24.95032,121.49587,17.4 235 | 234,2013.333,39.7,333.3679,9,24.98016,121.53932,32.4 236 | 235,2013.250,8,2216.612,4,24.96007,121.51361,23.9 237 | 236,2012.750,12.9,250.631,7,24.96606,121.54297,39.3 238 | 237,2013.167,3.6,373.8389,10,24.98322,121.53765,61.9 239 | 238,2013.167,13,732.8528,0,24.97668,121.52518,39 240 | 239,2013.083,12.8,732.8528,0,24.97668,121.52518,40.6 241 | 240,2013.500,18.1,837.7233,0,24.96334,121.54767,29.7 242 | 241,2013.083,11,1712.632,2,24.96412,121.5167,28.8 243 | 242,2013.500,13.7,250.631,7,24.96606,121.54297,41.4 244 | 243,2012.833,2,2077.39,3,24.96357,121.51329,33.4 245 | 244,2013.417,32.8,204.1705,8,24.98236,121.53923,48.2 246 | 245,2013.083,4.8,1559.827,3,24.97213,121.51627,21.7 247 | 246,2013.417,7.5,639.6198,5,24.97258,121.54814,40.8 248 | 247,2013.417,16.4,389.8219,6,24.96412,121.54273,40.6 249 | 248,2013.333,21.7,1055.067,0,24.96211,121.54928,23.1 250 | 249,2013.000,19,1009.235,0,24.96357,121.54951,22.3 251 | 250,2012.833,18,6306.153,1,24.95743,121.47516,15 252 | 251,2013.167,39.2,424.7132,7,24.97429,121.53917,30 253 | 252,2012.917,31.7,1159.454,0,24.9496,121.53018,13.8 254 | 253,2012.833,5.9,90.45606,9,24.97433,121.5431,52.7 255 | 254,2012.667,30.4,1735.595,2,24.96464,121.51623,25.9 256 | 255,2012.667,1.1,329.9747,5,24.98254,121.54395,51.8 257 | 256,2013.417,31.5,5512.038,1,24.95095,121.48458,17.4 258 | 257,2012.667,14.6,339.2289,1,24.97519,121.53151,26.5 259 | 258,2013.250,17.3,444.1334,1,24.97501,121.5273,43.9 260 | 259,2013.417,0,292.9978,6,24.97744,121.54458,63.3 261 | 260,2013.083,17.7,837.7233,0,24.96334,121.54767,28.8 262 | 261,2013.250,17,1485.097,4,24.97073,121.517,30.7 263 | 262,2013.167,16.2,2288.011,3,24.95885,121.51359,24.4 264 | 263,2012.917,15.9,289.3248,5,24.98203,121.54348,53 265 | 264,2013.417,3.9,2147.376,3,24.96299,121.51284,31.7 266 | 265,2013.167,32.6,493.657,7,24.96968,121.54522,40.6 267 | 266,2012.833,15.7,815.9314,4,24.97886,121.53464,38.1 268 | 267,2013.250,17.8,1783.18,3,24.96731,121.51486,23.7 269 | 268,2012.833,34.7,482.7581,5,24.97433,121.53863,41.1 270 | 269,2013.417,17.2,390.5684,5,24.97937,121.54245,40.1 271 | 270,2013.000,17.6,837.7233,0,24.96334,121.54767,23 272 | 271,2013.333,10.8,252.5822,1,24.9746,121.53046,117.5 273 | 272,2012.917,17.7,451.6419,8,24.96945,121.5449,26.5 274 | 273,2012.750,13,492.2313,5,24.96515,121.53737,40.5 275 | 274,2013.417,13.2,170.1289,1,24.97371,121.52984,29.3 276 | 275,2013.167,27.5,394.0173,7,24.97305,121.53994,41 277 | 276,2012.667,1.5,23.38284,7,24.96772,121.54102,49.7 278 | 277,2013.000,19.1,461.1016,5,24.95425,121.5399,34 279 | 278,2013.417,21.2,2185.128,3,24.96322,121.51237,27.7 280 | 279,2012.750,0,208.3905,6,24.95618,121.53844,44 281 | 280,2013.417,2.6,1554.25,3,24.97026,121.51642,31.1 282 | 281,2013.250,2.3,184.3302,6,24.96581,121.54086,45.4 283 | 282,2013.333,4.7,387.7721,9,24.98118,121.53788,44.8 284 | 283,2012.917,2,1455.798,1,24.9512,121.549,25.6 285 | 284,2013.417,33.5,1978.671,2,24.98674,121.51844,23.5 286 | 285,2012.917,15,383.2805,7,24.96735,121.54464,34.4 287 | 286,2013.167,30.1,718.2937,3,24.97509,121.53644,55.3 288 | 287,2012.917,5.9,90.45606,9,24.97433,121.5431,56.3 289 | 288,2013.000,19.2,461.1016,5,24.95425,121.5399,32.9 290 | 289,2013.583,16.6,323.6912,6,24.97841,121.5428,51 291 | 290,2013.333,13.9,289.3248,5,24.98203,121.54348,44.5 292 | 291,2013.083,37.7,490.3446,0,24.97217,121.53471,37 293 | 292,2012.833,3.4,56.47425,7,24.95744,121.53711,54.4 294 | 293,2013.083,17.5,395.6747,5,24.95674,121.534,24.5 295 | 294,2012.667,12.6,383.2805,7,24.96735,121.54464,42.5 296 | 295,2013.500,26.4,335.5273,6,24.9796,121.5414,38.1 297 | 296,2013.167,18.2,2179.59,3,24.96299,121.51252,21.8 298 | 297,2012.750,12.5,1144.436,4,24.99176,121.53456,34.1 299 | 298,2012.833,34.9,567.0349,4,24.97003,121.5458,28.5 300 | 299,2013.333,16.7,4082.015,0,24.94155,121.50381,16.7 301 | 300,2013.167,33.2,121.7262,10,24.98178,121.54059,46.1 302 | 301,2013.083,2.5,156.2442,4,24.96696,121.53992,36.9 303 | 302,2012.750,38,461.7848,0,24.97229,121.53445,35.7 304 | 303,2013.500,16.5,2288.011,3,24.95885,121.51359,23.2 305 | 304,2013.500,38.3,439.7105,0,24.97161,121.53423,38.4 306 | 305,2013.417,20,1626.083,3,24.96622,121.51668,29.4 307 | 306,2013.083,16.2,289.3248,5,24.98203,121.54348,55 308 | 307,2013.500,14.4,169.9803,1,24.97369,121.52979,50.2 309 | 308,2012.833,10.3,3079.89,0,24.9546,121.56627,24.7 310 | 309,2013.417,16.4,289.3248,5,24.98203,121.54348,53 311 | 310,2013.250,30.3,1264.73,0,24.94883,121.52954,19.1 312 | 311,2013.583,16.4,1643.499,2,24.95394,121.55174,24.7 313 | 312,2013.167,21.3,537.7971,4,24.97425,121.53814,42.2 314 | 313,2013.583,35.4,318.5292,9,24.97071,121.54069,78 315 | 314,2013.333,8.3,104.8101,5,24.96674,121.54067,42.8 316 | 315,2013.250,3.7,577.9615,6,24.97201,121.54722,41.6 317 | 316,2013.083,15.6,1756.411,2,24.9832,121.51812,27.3 318 | 317,2013.250,13.3,250.631,7,24.96606,121.54297,42 319 | 318,2012.750,15.6,752.7669,2,24.97795,121.53451,37.5 320 | 319,2013.333,7.1,379.5575,10,24.98343,121.53762,49.8 321 | 320,2013.250,34.6,272.6783,5,24.95562,121.53872,26.9 322 | 321,2012.750,13.5,4197.349,0,24.93885,121.50383,18.6 323 | 322,2012.917,16.9,964.7496,4,24.98872,121.53411,37.7 324 | 323,2013.000,12.9,187.4823,1,24.97388,121.52981,33.1 325 | 324,2013.417,28.6,197.1338,6,24.97631,121.54436,42.5 326 | 325,2012.667,12.4,1712.632,2,24.96412,121.5167,31.3 327 | 326,2013.083,36.6,488.8193,8,24.97015,121.54494,38.1 328 | 327,2013.500,4.1,56.47425,7,24.95744,121.53711,62.1 329 | 328,2013.417,3.5,757.3377,3,24.97538,121.54971,36.7 330 | 329,2012.833,15.9,1497.713,3,24.97003,121.51696,23.6 331 | 330,2013.000,13.6,4197.349,0,24.93885,121.50383,19.2 332 | 331,2013.083,32,1156.777,0,24.94935,121.53046,12.8 333 | 332,2013.333,25.6,4519.69,0,24.94826,121.49587,15.6 334 | 333,2013.167,39.8,617.7134,2,24.97577,121.53475,39.6 335 | 334,2012.750,7.8,104.8101,5,24.96674,121.54067,38.4 336 | 335,2012.917,30,1013.341,5,24.99006,121.5346,22.8 337 | 336,2013.583,27.3,337.6016,6,24.96431,121.54063,36.5 338 | 337,2012.833,5.1,1867.233,2,24.98407,121.51748,35.6 339 | 338,2012.833,31.3,600.8604,5,24.96871,121.54651,30.9 340 | 339,2012.917,31.5,258.186,9,24.96867,121.54331,36.3 341 | 340,2013.333,1.7,329.9747,5,24.98254,121.54395,50.4 342 | 341,2013.333,33.6,270.8895,0,24.97281,121.53265,42.9 343 | 342,2013.000,13,750.0704,2,24.97371,121.54951,37 344 | 343,2012.667,5.7,90.45606,9,24.97433,121.5431,53.5 345 | 344,2013.000,33.5,563.2854,8,24.98223,121.53597,46.6 346 | 345,2013.500,34.6,3085.17,0,24.998,121.5155,41.2 347 | 346,2012.667,0,185.4296,0,24.9711,121.5317,37.9 348 | 347,2013.417,13.2,1712.632,2,24.96412,121.5167,30.8 349 | 348,2013.583,17.4,6488.021,1,24.95719,121.47353,11.2 350 | 349,2012.833,4.6,259.6607,6,24.97585,121.54516,53.7 351 | 350,2012.750,7.8,104.8101,5,24.96674,121.54067,47 352 | 351,2013.000,13.2,492.2313,5,24.96515,121.53737,42.3 353 | 352,2012.833,4,2180.245,3,24.96324,121.51241,28.6 354 | 353,2012.833,18.4,2674.961,3,24.96143,121.50827,25.7 355 | 354,2013.500,4.1,2147.376,3,24.96299,121.51284,31.3 356 | 355,2013.417,12.2,1360.139,1,24.95204,121.54842,30.1 357 | 356,2013.250,3.8,383.8624,5,24.98085,121.54391,60.7 358 | 357,2012.833,10.3,211.4473,1,24.97417,121.52999,45.3 359 | 358,2013.417,0,338.9679,9,24.96853,121.54413,44.9 360 | 359,2013.167,1.1,193.5845,6,24.96571,121.54089,45.1 361 | 360,2013.500,5.6,2408.993,0,24.95505,121.55964,24.7 362 | 361,2012.667,32.9,87.30222,10,24.983,121.54022,47.1 363 | 362,2013.083,41.4,281.205,8,24.97345,121.54093,63.3 364 | 363,2013.417,17.1,967.4,4,24.98872,121.53408,40 365 | 364,2013.500,32.3,109.9455,10,24.98182,121.54086,48 366 | 365,2013.417,35.3,614.1394,7,24.97913,121.53666,33.1 367 | 366,2012.917,17.3,2261.432,4,24.96182,121.51222,29.5 368 | 367,2012.750,14.2,1801.544,1,24.95153,121.55254,24.8 369 | 368,2012.833,15,1828.319,2,24.96464,121.51531,20.9 370 | 369,2013.417,18.2,350.8515,1,24.97544,121.53119,43.1 371 | 370,2012.667,20.2,2185.128,3,24.96322,121.51237,22.8 372 | 371,2012.750,15.9,289.3248,5,24.98203,121.54348,42.1 373 | 372,2013.500,4.1,312.8963,5,24.95591,121.53956,51.7 374 | 373,2013.000,33.9,157.6052,7,24.96628,121.54196,41.5 375 | 374,2013.083,0,274.0144,1,24.9748,121.53059,52.2 376 | 375,2013.250,5.4,390.5684,5,24.97937,121.54245,49.5 377 | 376,2013.250,21.7,1157.988,0,24.96165,121.55011,23.8 378 | 377,2013.417,14.7,1717.193,2,24.96447,121.51649,30.5 379 | 378,2013.333,3.9,49.66105,8,24.95836,121.53756,56.8 380 | 379,2013.333,37.3,587.8877,8,24.97077,121.54634,37.4 381 | 380,2013.333,0,292.9978,6,24.97744,121.54458,69.7 382 | 381,2013.333,14.1,289.3248,5,24.98203,121.54348,53.3 383 | 382,2013.417,8,132.5469,9,24.98298,121.53981,47.3 384 | 383,2013.000,16.3,3529.564,0,24.93207,121.51597,29.3 385 | 384,2012.667,29.1,506.1144,4,24.97845,121.53889,40.3 386 | 385,2012.750,16.1,4066.587,0,24.94297,121.50342,12.9 387 | 386,2013.000,18.3,82.88643,10,24.983,121.54026,46.6 388 | 387,2012.833,0,185.4296,0,24.9711,121.5317,55.3 389 | 388,2013.250,16.2,2103.555,3,24.96042,121.51462,25.6 390 | 389,2013.500,10.4,2251.938,4,24.95957,121.51353,27.3 391 | 390,2013.250,40.9,122.3619,8,24.96756,121.5423,67.7 392 | 391,2013.500,32.8,377.8302,9,24.97151,121.5435,38.6 393 | 392,2013.583,6.2,1939.749,1,24.95155,121.55387,31.3 394 | 393,2013.083,42.7,443.802,6,24.97927,121.53874,35.3 395 | 394,2013.000,16.9,967.4,4,24.98872,121.53408,40.3 396 | 395,2013.500,32.6,4136.271,1,24.95544,121.4963,24.7 397 | 396,2012.917,21.2,512.5487,4,24.974,121.53842,42.5 398 | 397,2012.667,37.1,918.6357,1,24.97198,121.55063,31.9 399 | 398,2013.417,13.1,1164.838,4,24.99156,121.53406,32.2 400 | 399,2013.417,14.7,1717.193,2,24.96447,121.51649,23 401 | 400,2012.917,12.7,170.1289,1,24.97371,121.52984,37.3 402 | 401,2013.250,26.8,482.7581,5,24.97433,121.53863,35.5 403 | 402,2013.083,7.6,2175.03,3,24.96305,121.51254,27.7 404 | 403,2012.833,12.7,187.4823,1,24.97388,121.52981,28.5 405 | 404,2012.667,30.9,161.942,9,24.98353,121.53966,39.7 406 | 405,2013.333,16.4,289.3248,5,24.98203,121.54348,41.2 407 | 406,2012.667,23,130.9945,6,24.95663,121.53765,37.2 408 | 407,2013.167,1.9,372.1386,7,24.97293,121.54026,40.5 409 | 408,2013.000,5.2,2408.993,0,24.95505,121.55964,22.3 410 | 409,2013.417,18.5,2175.744,3,24.9633,121.51243,28.1 411 | 410,2013.000,13.7,4082.015,0,24.94155,121.50381,15.4 412 | 411,2012.667,5.6,90.45606,9,24.97433,121.5431,50 413 | 412,2013.250,18.8,390.9696,7,24.97923,121.53986,40.6 414 | 413,2013.000,8.1,104.8101,5,24.96674,121.54067,52.5 415 | 414,2013.500,6.5,90.45606,9,24.97433,121.5431,63.9 416 | -------------------------------------------------------------------------------- /data/Home Sale Counts/Sale_Counts_State.csv: -------------------------------------------------------------------------------- 1 | RegionID,RegionName,SizeRank,2008-03,2008-04,2008-05,2008-06,2008-07,2008-08,2008-09,2008-10,2008-11,2008-12,2009-01,2009-02,2009-03,2009-04,2009-05,2009-06,2009-07,2009-08,2009-09,2009-10,2009-11,2009-12,2010-01,2010-02,2010-03,2010-04,2010-05,2010-06,2010-07,2010-08,2010-09,2010-10,2010-11,2010-12,2011-01,2011-02,2011-03,2011-04,2011-05,2011-06,2011-07,2011-08,2011-09,2011-10,2011-11,2011-12,2012-01,2012-02,2012-03,2012-04,2012-05,2012-06,2012-07,2012-08,2012-09,2012-10,2012-11,2012-12,2013-01,2013-02,2013-03,2013-04,2013-05,2013-06,2013-07,2013-08,2013-09,2013-10,2013-11,2013-12,2014-01,2014-02,2014-03,2014-04,2014-05,2014-06,2014-07,2014-08,2014-09,2014-10,2014-11,2014-12,2015-01,2015-02,2015-03,2015-04,2015-05,2015-06,2015-07,2015-08,2015-09,2015-10,2015-11,2015-12,2016-01,2016-02,2016-03,2016-04,2016-05,2016-06,2016-07,2016-08,2016-09,2016-10,2016-11,2016-12,2017-01,2017-02,2017-03,2017-04,2017-05,2017-06,2017-07,2017-08,2017-09,2017-10,2017-11,2017-12,2018-01,2018-02,2018-03,2018-04,2018-05,2018-06,2018-07 2 | 9,California,1,23518,28536,31373,33071,36669,35316,36477,38863,29342,36011,29082,28920,35825,37191,37081,41825,42254,36889,37473,38416,32838,37971,26604,27223,36480,36215,38349,40100,33387,32754,32394,30330,29170,34541,26610,26231,36346,34432,34572,38433,33813,36826,33873,31292,30814,34624,27032,29042,36735,35809,40354,39764,37268,39993,31952,37224,34204,37310,28898,29423,37179,39343,43028,39895,42669,42163,35432,37381,31737,33379,26712,26505,32535,38249,38801,38792,39796,37690,35264,37456,29321,34155,25781,26413,36499,41213,41636,46434,46095,41298,40120,38343,30435,38538,27589,28476,38351,40594,42582,47098,41644,44549,40705,38976,37949,38469,29773,28659,41309,39236,46064,50487,42204,46597,41035,41189,37759,36593,29333,29312,39767,40783,44718,44630,43208 3 | 54,Texas,2,23774,25876,26542,27791,28239,25213,21392,21819,15415,19121,14891,16469,21618,21241,21756,25727,26980,23626,22514,22243,21779,21563,14423,16566,24056,25424,26300,27778,20948,21140,18890,17783,17444,18896,15692,14959,21846,20825,22979,24144,21732,24668,20040,18501,17581,19455,15986,17499,21717,21140,26115,26192,26314,25737,20406,23161,18617,20947,18232,19035,24334,29793,30566,29589,32535,31953,26606,25866,21468,23940,19083,19379,26187,28829,31310,32638,32864,27015,30136,28848,22344,27449,19680,20178,29448,28753,31197,36677,35368,31602,31434,29303,22514,29250,21552,24460,31733,31190,34283,37398,34296,36967,32446,29065,27906,30418,24053,25400,34987,31913,38619,39802,35592,36492,32666,32804,28839,29941,24783,25329,31152,32593,38935,39184, 4 | 43,New York,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9491,8640,8315,9960,9790,9916,11789,11898,12549,11023,10135,9205,9667,9219,7782,8950,9154,10674,12117,12143,12539,11352,11099,9766,10233,10547,8764,9481,9937,12131,12143,14162,16135,15077,14654,12200,13435,11256,9085,10260,10651,12606,13594,15480,15702,14841,15485,12131,14353,11399,10608,11918,11864,12456,15936,18158,17852,17956,16645,14643,16170,13028,12624,15124,13838,14891,18308,18345,20614,19057,17311,16619,17431,15669,14169,15824,15151,17678,20233,18835,23090,19156,19289,17409,17860,16239,13335,14014,14461,17680,, 5 | 14,Florida,4,17429,19501,19766,20462,20923,17640,17759,18072,13673,18030,16132,16138,21239,21759,22644,25682,25792,23070,23189,24617,21993,26272,20516,19142,28230,27535,26755,29919,25932,23618,23139,22562,20806,26426,23827,22913,30878,29916,28784,29449,26098,27671,24200,22521,22600,25553,21146,21751,28028,29285,30674,29022,28393,28511,24670,29740,26649,30256,27737,26487,32501,37324,37816,36474,37676,36141,31860,34036,28916,34100,28516,28172,35381,39365,40068,39760,40801,37217,35900,38680,32336,40333,29516,31958,42817,45022,42974,48654,46161,40948,40371,38226,33144,39585,29974,31954,40763,41054,42936,46523,39716,41711,36490,35630,35328,39683,31702,32596,44998,42654,49141,49656,43486,45702,30827,38908,36071,40928,36048,34492,45172,46433,49560,48507, 6 | 21,Illinois,5,11823,13158,13967,15312,16499,15070,14189,13581,9376,10016,8141,7561,10179,11110,11391,14081,15349,14012,13988,15020,13859,13774,9763,8747,12371,13779,14606,17050,13902,12572,11097,10350,9912,10580,9406,7631,10678,10253,11938,14227,12258,14572,12093,11366,10803,11415,10202,8947,11227,11698,14151,15706,14069,16888,12544,13101,11256,11525,12274,9594,11645,14203,14944,16342,19926,18894,16206,18092,14871,14573,13561,10850,12820,15926,16944,19408,19377,17779,19433,19751,13669,16029,11939,10875,14822,16641,17693,22935,23364,23016,21114,19741,14912,16651,13476,13110,15965,17779,21307,25636,22926,25672,21173,19404,17481,18053,15066,12158,17848,17949,22805,25097,22305,24854,20117,19981,18048,17525,14702,12155,17074,19639,23725,27333, 7 | 47,Pennsylvania,6,10142,11175,12022,13493,13861,12635,11576,11319,8792,9242,6572,5953,8014,8902,9529,12199,13229,12334,11757,11966,11851,11528,6497,5951,9678,10674,11454,15058,11712,9717,9454,8972,8406,9513,7110,6495,8781,8437,9868,12063,10697,11910,9676,9348,8783,9439,7730,7040,8590,9218,11300,11853,12454,12142,8924,11139,10398,10449,8762,7523,8901,11185,12766,13207,15175,14333,12437,12797,10720,11396,8852,7301,9419,10806,12351,14668,14750,14201,12818,13796,11202,13193,9379,8642,11746,12347,13631,16781,18803,16017,15577,15791,12381,14707,10587,10226,12734,13659,16227,19567,17556,18559,15781,14989,14864,15542,12284,10539,14330,14015,17756,19581,17752,19238,15906,16986,15944,15639,13111,10635,13524,15772,18185,19912, 8 | 44,Ohio,7,11024,12229,13058,14226,14050,12839,12319,12512,9159,9929,7326,7665,9770,10302,10367,12676,13064,12266,12129,12769,11499,11052,7771,7429,11026,12104,13318,14637,10450,10295,10481,9449,8761,9555,7933,7359,10509,10187,11108,12202,11168,12091,11086,10215,9378,9681,8335,8415,10594,10517,11929,12577,11709,12035,10030,11577,10170,10200,9678,9034,11379,12632,14630,15501,16153,15861,13367,14001,11835,11099,9084,8430,10147,11594,13628,14991,15007,13219,13693,14118,11103,12659,9511,9617,13012,14203,15242,18227,17748,16494,15489,14659,11170,12131,10658,10448,12878,14260,16418,19582,17437,18587,16986,15359,13993,13556,11584,10942,15600,15483,18978,20984,18344,20744,17975,18328,16470,15588,13097,11822,16289,17764,20423,23440, 9 | 30,Michigan,8,9350,10644,11491,11780,12347,12024,12153,13040,10186,9458,9497,8248,10598,11342,11728,12342,13995,13098,13025,12769,13332,12075,10523,9438,11853,12656,12595,14245,11471,11337,11854,11585,12674,10370,10327,8869,11509,10801,11253,12343,11681,14643,12638,11816,16276,10448,10735,10679,11816,11253,13485,13749,13381,15087,13255,16729,21757,12179,13378,11276,11926,13025,14638,15400,16162,16943,16640,18038,21427,13089,12369,10232,10711,12467,13687,15259,16619,16079,16341,17534,19722,14685,11985,9940,12395,13938,13796,18503,16975,17777,17315,18481,19449,13831,13359,11823,13841,14462,16762,19592,18341,20574,20006,16380,15975,14821,14552,11659,15327,14004,18699,21283,18728,21985,19665,19660,16945,14399,14179,10703,13619,14723,18402,19610, 10 | 16,Georgia,9,12940,13975,13937,13809,14527,13357,12967,13389,9909,10946,8251,7887,11068,10166,10236,12216,12601,12179,10983,11343,10819,11793,7722,8792,11948,11854,11606,12444,9980,9915,11353,11658,10530,10737,9423,9440,12072,10889,12966,13815,13361,16566,17461,16450,16094,15491,16208,16820,19600,20443,22471,24365,22784,23813,20512,21487,20134,18750,20026,18551,21281,22863,24161,24350,24352,24641,20826,21040,18693,17418,18194,16546,20411,20444,23242,22938,23256,23181,21157,21228,18107,18526,17551,16703,20648,23063,16424,18881,17758,16983,20651,18226,12195,18675,16543,17869,21989,22675,24460,27898,21192,22355,20081,18371,17202,18367,12674,13085,19013,17005,20878,21267,18119,19947,17175,17157,16163,17387,13056,14882,18844,19941,21927,23467, 11 | 36,North Carolina,10,9407,10223,11078,11118,10914,9842,8526,8174,5855,6808,5223,5905,7311,7464,8083,9409,9812,8581,8660,8872,8168,7989,5419,5860,8588,9579,9859,10771,7865,7555,7299,6730,6176,7753,5498,5619,7957,7738,8080,9011,7657,8423,7319,6422,6235,6947,5610,6390,7939,7850,9222,9373,8183,8444,7175,7703,7451,8504,7048,7162,9128,10448,11935,11578,11692,11632,9629,9830,8630,9345,7509,7373,9380,10337,11860,12187,12351,11042,9662,11004,8647,10732,7997,8044,11291,9152,9166,13657,14485,12327,11301,10521,7544,9149,7972,9002,11899,13178,14899,16953,14656,15616,14060,12913,13272,13444,10862,10761,15756,14639,17102,19122,16024,17746,16160,15698,14218,14208,11178,11378,15165,16607,18902,19507, 12 | 40,New Jersey,11,6419,7256,7321,8373,9664,8550,7673,6967,5330,5943,4409,3817,4775,4991,5272,6627,7938,7873,8184,7595,7497,8199,5401,4203,6068,6264,6771,9111,8574,6707,6203,5571,5385,5882,5431,4605,5576,5256,6020,6907,6836,7524,6650,5915,5085,5958,5013,4516,5197,5488,6938,6874,7840,8083,6686,6999,5803,7310,7132,5493,5875,7013,8145,8019,9969,9536,8855,9018,7183,7700,6967,5007,6155,7023,8010,8504,10452,9627,8848,9030,7441,9253,7303,6403,7411,8268,9282,11410,13254,13360,11491,10920,9542,10515,9160,8643,9226,9601,11363,13502,13103,14121,13074,11849,11124,12604,13030,9759,12153,12035,13811,15897,16005,18070,16420,16341,14520,14686,13296,11742,12698,14708,16474,17898, 13 | 56,Virginia,12,6590,7363,7966,8822,8925,8235,7463,7204,5263,5944,4472,4899,6404,6481,7257,9072,8938,7842,7301,7400,7396,6307,4534,4568,6793,7540,7977,8855,6897,6857,6119,5650,5659,6084,4731,4679,6603,6529,7346,8194,7231,7433,6318,5574,5530,6008,4757,5160,6707,6864,8514,8803,8222,8152,6145,6786,6658,6398,5675,5487,7218,8027,9721,10166,9946,9098,7450,7475,6354,6735,4878,5102,6594,7946,9157,9973,10267,9139,8520,8395,6685,7914,5622,5626,8745,8968,9962,11242,11773,10140,9617,9117,7337,9241,6167,7227,9355,10238,12493,13918,12035,12750,10553,9710,9296,9884,7672,7457,10661,10845,13419,14623,12323,12812,10429,10813,9471,10032,7374,7509,10800,11544,13876,14804, 14 | 59,Washington,13,5924,6283,6638,6845,6526,6168,5957,5306,3403,3786,3095,3337,4368,4654,5154,6795,7058,6385,6395,6917,6329,5461,3887,4361,6433,6879,6820,7306,5092,5296,5220,5025,4590,5607,4040,4045,5825,5676,5994,6991,6187,6824,6183,5867,5387,5605,4181,4722,6143,6248,7185,7445,6992,7783,6261,6968,6169,6400,5065,5157,7191,8063,9044,9336,10271,9822,8273,8008,6749,6984,5537,5587,7059,8218,9038,9972,10056,9361,9099,9488,7083,8066,5876,6459,8915,10449,10572,12671,12711,11158,11071,10212,7633,9406,6388,6822,10088,10689,12161,13706,12514,13454,12227,11212,10298,9974,7772,7183,10157,9896,12914,14716,13092,14258,12372,12081,11024,9674,7593,7964,10120,10999,12810,13814,13440 15 | 26,Massachusetts,14,4140,4873,5860,6730,6470,6491,5184,5247,3751,4238,2846,2837,3809,3934,4770,5816,6857,6322,5415,5948,5887,4990,3328,3227,4709,5663,6185,7882,5081,5232,4719,4398,4130,5025,3309,3214,4328,4611,4805,6164,5464,5944,4187,4204,4336,3696,2431,2034,3829,3605,3967,6752,5993,6802,3052,4670,5102,4810,3401,2877,3883,4689,6364,7376,7800,7647,5700,5603,4971,5075,3568,2805,3812,4734,6119,7743,7600,7223,5830,5977,4690,5422,3570,2973,3798,4393,5990,8899,9592,8284,7197,4548,5278,6460,4448,3501,4798,5584,6983,9749,5594,8922,7429,6488,4940,6634,4809,3551,5304,5380,7401,10015,8287,8941,7133,6948,6872,6222,4716,3363,4854,5711,7291,9633, 16 | 22,Indiana,15,5413,6469,6701,7720,8261,7617,7510,7498,5447,6743,4381,4749,5733,6174,6583,8185,8441,7753,7553,7690,7204,8218,4264,4563,6483,7066,7626,8905,6670,6430,6146,5839,5365,6505,4412,4289,5895,5802,6395,7419,6785,7427,6362,6093,5987,6790,4897,5186,6531,6381,7534,8039,7653,7808,6311,6928,5720,6180,5211,5192,5558,6463,7216,7265,7728,7780,6776,6824,6075,6685,6715,6499,7504,8569,9682,10406,11414,10185,8869,8986,6729,8518,5583,5421,7092,8043,8272,10603,11002,10365,9956,9111,7872,9285,5902,6479,8574,9400,10766,11935,10782,11469,10102,8805,7688,8007,7118,6157,9892,9359,11483,13202,11596,12976,10883,11363,10477,10040,8046,7283,9301,11106,12545,12362, 17 | 8,Arizona,16,6926,7859,8637,8546,9026,8320,8490,8548,6228,7990,6920,7788,10640,11330,11679,13213,13075,10935,11039,11464,9974,11241,8465,9214,12763,13074,12307,12949,10105,10229,10227,9798,9352,11309,9659,10032,14110,13601,13441,13994,11804,12758,10963,10569,10165,10511,9178,10326,12606,12186,12613,12042,11309,12174,9841,11421,10552,11125,9852,10017,12638,13468,14011,12330,12309,11591,10095,10173,8521,9240,8147,8916,10599,11618,11812,11547,10692,11139,10056,10151,7982,9866,7931,8992,12067,12834,12855,14074,12923,11505,11237,10947,9027,11187,8853,9691,13379,13558,13981,14626,12998,13555,12370,11916,11883,12270,10478,10748,15500,13987,16482,16133,13584,14637,13406,13762,12752,13026,11434,11904,15282,15066,16065,15559,15107 18 | 53,Tennessee,17,8579,8935,9481,9690,9670,8951,8110,7466,5523,5974,5240,5672,6675,7125,7310,8309,8856,8146,8060,8283,7590,7343,5397,5796,8085,8672,8571,9183,7129,7243,6707,6152,5835,5908,4968,5013,6073,6161,7009,7345,6928,7711,6926,6255,6161,6352,5710,6096,7401,7617,8521,8311,8368,8564,6757,7561,6645,7097,6350,6144,7342,8928,9343,9094,10143,9805,8474,8578,7400,7571,6604,6403,8057,8938,9480,10106,10794,9442,9675,9808,7822,8954,6638,6443,9418,9317,10151,12249,12119,11209,10819,9986,7225,9738,7117,7905,9581,9961,11443,12297,10768,11397,10431,9629,9182,9713,7714,7577,10768,10080,12368,12430,11321,12267,10551,10646,9155,9320,7926,7794,9918,10795,12287,13035, 19 | 32,Missouri,18,5430,6132,6715,6786,7036,6450,5941,5776,4322,4619,3489,3745,5085,5215,5468,6652,6890,6392,6186,6405,5997,5555,3531,3796,5791,6265,6694,7175,5148,5001,4794,4699,4339,4823,3757,3563,4782,5034,5501,6388,5326,6165,5351,4852,4616,4611,3905,4018,5021,5424,6230,6111,6118,6116,4727,5495,4732,5210,4740,4146,5395,6036,6549,6539,6956,6728,5823,5599,4625,4984,3880,3847,4784,5458,5964,6936,6576,6400,5823,6005,4549,5302,3939,4258,6092,6381,6853,8281,7980,7094,7361,6367,4929,6340,4864,5179,6862,7391,8177,9503,8276,8308,7610,7292,6556,6247,5656,5217,7871,7880,9502,9893,8774,9306,7943,8055,7304,7127,5923,5421,7454,7853,9523,10111, 20 | 27,Maryland,19,6602,7163,6767,8848,5450,6195,6484,6824,5004,5454,3430,3654,5747,5692,5542,7633,4460,7001,5817,5676,5178,5708,5279,3524,5772,4995,6359,8056,3948,7280,5742,5305,4521,4815,4269,3647,6340,5788,6342,8183,4880,6342,5350,5245,4239,4358,4514,3903,4597,4496,5998,6718,4396,6318,4327,5444,5415,5005,5538,4225,4711,5891,6773,8177,5969,7730,6837,7014,5362,5344,5127,4417,5218,5919,5505,8773,6490,7440,6343,7141,5732,6630,5820,5205,6457,7464,7968,10986,8060,8696,7259,7639,5908,7785,6052,7105,7872,7796,10113,12959,8685,10249,9277,8585,9210,9337,8298,7809,9726,9615,11410,14057,8555,11726,10274,9952,9794,9057,8677,7215,8671,9635,11328,13931, 21 | 60,Wisconsin,20,4492,5495,6058,6851,7131,6330,5931,5729,3884,3511,2975,2735,3718,4292,5002,6382,6999,6475,6169,6099,5608,4958,3319,3029,4786,5918,6675,8214,4816,4628,4467,4310,4123,3798,3625,2972,4011,4208,5050,5713,5275,5722,4869,4759,4394,4319,3820,3556,4555,5406,6659,6863,6370,6627,5306,6142,4763,5087,4857,3848,4684,5887,6697,7094,7834,7549,6342,6476,5770,4983,4376,3587,4897,5957,6987,8104,8684,7426,7090,8226,4933,5311,3872,3433,5449,6538,6497,9185,8646,7703,7312,7019,5363,5721,4381,4269,5685,6820,8964,10624,9355,9402,8036,7638,6555,5954,4996,3975,6056,6951,9468,10696,9635,9806,8338,8648,7336,6421,5315,4338,6192,7575,8961,9798, 22 | 31,Minnesota,21,3798,4555,5320,5994,6149,5791,6106,5760,3954,4448,3210,2948,3839,4325,4669,5911,7101,6544,6515,6485,5902,5980,3548,3309,4547,5071,6010,7034,5636,4531,4344,4015,3944,4388,3765,3328,4544,4640,5135,5744,5735,6141,5053,5419,4874,5019,4245,4102,5174,4954,5764,6770,6772,6957,5953,6609,5496,5804,5075,3965,4900,5840,7046,7961,8688,9055,8011,8008,5965,6218,5051,4008,5158,5990,7236,8579,8600,8025,6598,7461,5833,6414,4608,4448,6219,7939,8762,10759,10198,9340,8078,7954,6315,6902,6097,5584,7076,7131,8901,11673,10417,11349,9723,8506,8066,7650,5893,4678,6337,7105,10592,12554,11146,11640,9762,9376,8384,7367,5730,4304,6127,7255,9451,11770, 23 | 10,Colorado,22,6987,7645,8179,8761,9199,8016,7628,8241,5196,5473,4283,4469,5654,5720,6124,7735,7944,7124,6878,7056,6709,6013,4316,4338,6848,7164,7741,8394,6177,5819,5780,5333,5222,5666,4321,3842,5987,6094,6682,7480,6766,7326,6693,6402,5968,6157,4638,5025,6591,7034,8462,8670,8583,8917,7514,8371,7242,7229,5827,5839,7915,9088,10672,10545,11657,10785,8875,8934,6907,6818,5441,5440,7537,9050,10090,11126,12107,10521,10150,10022,7576,8533,5684,5768,8832,10023,10984,13317,13057,11480,11292,10663,7868,9804,6598,6606,9351,9774,11116,12914,11736,12217,11032,10546,9953,9784,7357,6764,9967,9872,12352,13185,11972,12622,10739,11165,9681,9239,7523,6870,9820,10276,11819,12374,12499 24 | 4,Alabama,23,3367,3690,3696,3896,3912,3635,3460,3256,2270,2784,1985,2213,2969,2910,2584,3215,3420,3115,3144,3014,2984,2980,2027,2303,3330,3545,3786,4056,3321,3106,3060,2750,2497,2648,2171,2379,3172,2921,3419,3830,3790,3975,3189,3229,2517,2936,2568,2519,3383,3590,4072,3922,4044,3790,3928,4137,3698,3758,3226,3299,3955,4398,4764,4524,5011,4942,4233,4533,3859,4090,3115,3596,4252,4895,4861,5317,5313,5171,4904,4619,3298,3808,2786,3425,4861,5066,5157,5974,5756,5202,5382,4681,3988,4935,3705,4317,5540,5336,6049,6610,5454,5774,5643,4853,4932,5129,4398,4414,6088,5912,6520,6549,5957,6373,5655,5484,4812,4724,3568,3860,5086,5125,6617,7392, 25 | 51,South Carolina,24,6079,6601,6302,6624,6837,6057,5641,5461,3814,4898,3645,3590,4951,4493,4642,5616,5537,5320,5082,5327,5195,5775,3684,4224,5467,5858,5493,6463,5125,5029,4428,4662,4336,5255,3754,4129,5439,4905,5284,5735,5050,5369,4795,4677,4270,5137,4242,4583,5415,5380,5768,5861,5777,6372,5062,5919,5227,5564,4802,4864,5883,6594,7421,6891,7693,7631,6575,6931,5965,6338,5069,4755,6097,6124,6743,7193,6941,6387,6364,6142,5222,6199,5124,5225,7798,7160,7269,8460,8153,7071,6664,6093,4962,5811,4783,5235,7048,6552,7841,8493,7512,8101,7322,6789,6615,7183,6450,6447,9122,7975,9255,10673,9311,10090,8343,8587,7803,8615,7245,7037,9602,9811,11050,11252, 26 | 25,Louisiana,25,2781,3126,4397,3925,3739,3238,2334,2632,2032,2256,1999,2092,2467,2541,2703,3361,3404,3044,2937,2974,2740,2564,1940,1923,2763,3218,3385,3419,2909,2846,2578,2396,2144,2402,2076,1950,2933,2792,3146,4009,3169,3221,2801,2542,2259,2101,2198,2113,2813,3048,3838,3805,3270,2987,2994,3027,2595,2454,2384,2186,3115,3616,4080,5615,4129,4063,3540,3603,3081,3217,2776,2954,3312,3852,4237,5891,4656,3863,3608,3825,3264,3321,2825,2696,3850,3527,3826,3900,4509,4262,3819,3385,2700,3132,2869,2981,3860,3808,4414,4860,4260,4283,3719,3640,3679,3478,3343,3098,4292,3758,4607,4682,4464,4186,3745,3669,3196,3396,2690,2524,3400,3728,5895,4531, 27 | 24,Kentucky,26,2892,3266,3484,3646,3901,3449,3444,3307,2174,2638,1942,2194,2788,2995,3057,4141,4109,3732,3846,3830,3460,3452,2481,2537,3571,3739,4237,4623,3556,3204,3116,2686,2577,2814,2465,2381,2932,2918,3006,3409,3116,3423,3109,2712,2743,2868,2411,2431,2985,3142,3610,2984,3435,2885,3043,3437,3065,3184,2817,2589,3284,3894,4449,4359,4974,4515,3982,4159,3366,3234,2908,2650,3171,3819,4062,4097,4158,3875,3462,3536,2745,2998,2391,2325,3172,3655,3929,4898,4925,4553,4396,3510,2474,2535,2987,3001,3844,4424,5029,5586,4936,5509,4670,4449,4444,4317,3646,3385,4760,4299,5319,5732,4976,5637,4711,4765,4255,3972,3819,3263,4364,4914,5621,5802, 28 | 46,Oregon,27,3458,3476,3828,3879,3839,3634,3480,3284,2352,2342,1778,2029,2712,2841,3068,3930,4221,3847,3928,4306,3792,3460,2379,2471,3831,4146,4240,4306,3187,3243,3332,3083,2929,3273,2516,2437,3427,3214,3465,3860,3427,3676,3300,3096,2991,3176,2558,2754,3385,3569,4151,4329,4015,4470,3816,4150,3465,3572,2824,2986,3933,4158,5102,5076,5014,5355,4413,4468,3620,2646,3155,3142,3943,4573,5262,5617,5766,5384,5218,5468,4206,4427,3497,3774,5227,6094,6342,7590,7615,6910,6875,6326,5028,5706,4398,4433,5940,6039,6925,7667,6736,7404,6868,6415,5945,5991,4757,4322,5824,5603,6964,7937,6968,7708,6729,6615,5818,5600,4743,4698,6061,5952,6859,7390,6832 29 | 45,Oklahoma,28,2997,3529,3617,3739,4220,3628,3610,3613,2507,2848,1978,2282,2978,3082,3120,3707,3945,3429,3263,3015,3158,2919,1808,1980,2978,3523,3622,3691,2729,2691,2571,2361,2286,2474,2111,1925,2770,2727,2928,3656,3007,3383,2865,2760,2761,2736,2515,2686,3101,3365,3945,4268,4027,3934,3162,3164,2886,3358,2781,2634,3525,4087,4121,4642,4695,4559,3964,3286,2625,2713,2385,2300,3222,3188,3796,4235,4011,3904,3488,3575,2811,3894,2678,2747,3992,3914,4097,4456,4353,3894,3242,2824,2153,2575,3262,3399,4484,4180,4930,4993,4648,5360,4539,4168,3805,3997,3498,3440,5167,4703,5935,6080,5235,6146,5031,4747,4120,4156,3836,3375,4370,4438,5568,6109, 30 | 11,Connecticut,29,2238,2317,2755,3287,3256,2877,2496,2445,1872,1813,1194,1147,1586,1670,2048,2837,3243,3049,2630,2803,3079,2557,1573,1515,2358,2485,2897,3983,2512,2454,2053,1566,1868,2014,1498,1302,1818,1771,2273,2946,2289,2159,1926,1885,1439,1699,986,1067,1826,1427,2149,2810,2994,2925,1748,2351,2232,2460,1786,1196,1946,2514,2956,3251,3827,3481,2808,2795,2479,2615,1822,1563,2075,2323,2618,3514,3809,3326,3035,3140,2544,2999,1939,1897,2476,2692,3120,4311,4584,4143,3745,2744,2716,3269,2214,1852,2688,2900,3571,4308,2985,4519,3409,3437,2530,3326,2689,2202,2801,2994,3992,4688,4319,4546,3506,3675,3146,3021,2623,2089,2560,3271,3875,4524, 31 | 19,Iowa,30,2163,2451,2890,3293,3229,3039,2770,2672,1832,2135,1283,1374,2001,2122,2444,3413,3138,2740,2700,2758,2742,2073,1383,1396,2316,2775,3190,3862,2075,2174,2037,2006,1905,2102,1423,1362,1974,2185,2573,3062,2585,3021,2554,2427,2310,2283,1771,1820,2381,2673,3463,3756,3315,3458,2664,3231,2671,2739,2091,1917,2517,2880,3755,4133,4455,4182,3401,3547,3124,3198,2176,1936,2626,3270,3998,4864,4250,3811,3427,3397,2797,3293,2127,2211,3167,3468,4109,5308,4768,4461,3940,3733,2881,2917,2304,2359,3073,3356,4326,5424,4467,4602,3872,3651,3390,3275,2686,2527,3588,3880,4717,5558,4518,4733,4120,4091,4286,3777,2500,1995,3186,3551,4708,4971, 32 | 34,Mississippi,31,1010,1141,1104,1079,1188,1094,925,1015,727,1025,645,714,1104,1084,1093,1471,1473,1379,1426,1448,1443,1563,853,950,1246,1438,1579,1517,1252,1182,1134,1147,1166,1332,937,955,1278,1294,1439,1473,1341,1531,1427,1376,1249,1256,907,860,1185,1180,1508,1472,1418,1439,1158,1411,1250,1251,1096,1052,1150,1209,1479,1407,1614,1866,1551,1526,1296,1413,1048,1220,1378,1538,1654,1704,1819,1807,1542,1370,1038,1315,966,912,1492,1512,1719,2008,2058,1828,1684,1687,1345,1459,1433,1462,1873,1945,1980,2210,2166,2406,1910,1886,1811,2033,1235,1223,1729,1542,1994,2025,1713,1816,1435,1434,1322,1544,1167,1021,1442,1450,1728,, 33 | 6,Arkansas,32,2693,2738,2940,2881,2997,2859,2530,2538,1712,1905,1556,1814,2228,2379,2401,2744,2754,2537,2645,2657,2402,2269,1456,1653,2374,2736,2849,2888,2195,2411,2224,2239,1926,2046,1668,1550,2277,2203,2255,2398,2343,2510,2254,2064,1849,1873,1529,1643,2026,1971,2363,2392,2372,2430,1859,2214,1835,1754,1773,1649,2109,2175,2528,2342,2709,2701,2206,2291,1816,1933,1650,1630,2168,2356,2535,2557,2706,2160,2407,2284,1714,1930,1460,1507,2214,2086,2521,2677,2700,2450,2601,2360,1717,2312,1920,2212,2821,2932,3390,3385,2969,3387,2670,2604,2515,2557,2317,2242,3207,2904,3523,3799,3392,3543,3359,3208,2826,2654,2427,2188,2905,3426,3776,3899, 34 | 23,Kansas,33,1930,2119,2086,1867,2139,2149,1863,1786,1273,1332,1066,1157,1684,1759,1917,2561,2573,2249,2008,2139,2026,1737,1093,1165,1907,2172,2424,2448,1601,1515,1451,1294,1348,1370,1054,993,1428,1616,1747,1973,1851,1887,1620,1436,1271,1586,1172,1263,1589,1756,2108,2167,2211,2156,1466,1692,1686,1575,1350,1312,1794,1889,2508,2565,2604,2619,2135,2113,1682,1889,1440,1373,1884,2153,2664,2952,2862,2498,2165,2181,1809,2007,1346,1552,2191,2450,2790,3463,3086,2715,2647,2552,1874,2187,1722,1921,2737,2793,3290,4011,3399,3604,2969,2710,2565,2239,2059,1884,2937,2864,3820,3896,3786,3594,3091,2913,2753,2661,1980,1916,2759,2941,3837,4327, 35 | 55,Utah,34,3220,3561,3744,3416,3467,3300,3279,2942,2401,2421,1901,2168,2769,2895,3121,3746,3713,3267,3274,3553,3259,3140,2091,2395,3472,3857,3764,3317,2742,2790,2788,2681,2502,2545,2249,2255,3194,3070,3269,3398,2967,3363,3042,2883,2724,3047,2254,2534,3202,3383,3857,2994,2379,3298,2605,3181,3288,3227,2543,2590,3290,3792,4475,4263,4373,4264,3584,3373,2982,3103,2533,2723,3277,3663,4046,4160,3909,3921,3489,3719,3042,3296,2276,2431,3577,3766,3630,4743,3954,4139,3810,3206,2603,2944,2789,3152,3987,4317,5057,5589,4162,4560,4711,4703,4196,4181,3358,3505,5191,4948,5978,6269,5264,6039,5229,5307,4722,4453,3849,4001,5092,5204,6903,, 36 | 42,Nevada,35,3064,3479,3737,3980,4211,4026,4178,4365,3266,4047,3604,3783,4973,5210,5132,6344,5866,5259,5533,5554,4851,5620,4170,3796,5041,4833,4391,5308,4513,4625,4547,4327,4383,5026,3982,4279,5589,4883,5100,5814,5219,6115,5049,4984,4892,5152,4388,5057,5537,5126,5164,6302,4529,4808,3977,4395,4184,4116,3710,4153,4501,4966,5151,4817,5026,4843,4455,4494,3763,4061,3478,3552,4421,4720,4784,5441,4377,4759,4550,4363,3734,4345,3282,3847,4659,4856,4852,6057,5537,4976,4356,4338,3794,4743,3719,4080,5040,5281,5593,6612,5080,5664,5215,4805,5169,5085,4163,4130,5823,5188,6489,6874,5760,6291,5585,5543,5012,5198,4730,4767,7051,5550,5245,5454, 37 | 41,New Mexico,36,1472,1589,1595,1602,1676,1568,1484,1450,1010,1108,878,984,1245,1270,1214,1463,1622,1454,1561,1585,1387,1352,1015,1063,1534,1644,1644,1756,1425,1415,1479,1310,1320,1296,1116,1004,1371,1216,1260,1345,1221,1287,1245,1159,1122,1202,1062,1152,1478,1439,1640,1533,1392,1618,1261,1453,1261,1450,1264,1256,1487,1569,1729,1667,1937,1836,1609,1717,1372,1476,1364,1391,1804,1729,1846,1836,1717,1901,1837,1865,1343,1433,1173,1196,1717,1801,1866,1911,2183,2049,2080,1860,1490,1812,1441,1575,1891,2019,2068,2310,2199,2243,2188,1925,1898,2026,1783,1761,2402,2113,2728,2852,2438,2711,2432,2476,2223,2294,2131,1871,2444,2591,2912,2860, 38 | 61,West Virginia,37,907,926,1045,1170,1109,993,1016,1e3,695,673,593,554,792,830,914,1055,1138,1049,1017,1066,956,929,625,651,997,1117,1168,1442,1098,1206,1160,1083,959,936,861,791,961,1104,1049,1236,787,807,688,667,596,659,537,551,705,700,819,854,904,929,808,844,828,808,731,689,803,961,1056,1120,1138,1244,1121,1140,904,973,807,718,865,1027,1021,1192,1113,1121,739,623,547,484,408,511,647,638,695,999,962,874,818,911,721,677,621,704,723,805,1003,1187,746,766,741,690,678,629,528,478,629,604,808,977,767,839,779,793,688,733,657,534,793,777,999,, 39 | 38,Nebraska,38,1004,1238,1458,1336,1347,1342,1175,1176,774,868,607,730,931,1115,1707,2154,2195,1975,1816,2023,1734,1302,772,941,1598,1839,1242,2311,1189,1278,1190,1193,1070,1177,913,855,1229,1324,1581,1752,1607,1693,1393,1323,1307,1220,1002,981,1352,1450,1832,1874,1810,1746,1408,1538,1211,1421,1017,892,1380,1546,1848,2048,2184,2141,1666,1725,1382,1468,1106,1086,1447,1684,1898,2246,2209,2050,1833,1762,1370,1596,1132,1033,1683,1998,2371,2678,2614,2293,2086,2122,1607,1878,1363,1306,1861,2061,2460,2905,2282,2656,2242,2033,2054,1968,1579,1323,2100,2015,2732,2956,2574,2476,2215,2131,1883,1934,1407,1254,1658,1907,2450,3027, 40 | 20,Idaho,39,1188,1292,1427,1451,1312,1332,1285,1077,773,846,854,876,1087,1307,1344,1588,1624,1489,1495,1654,1543,1198,1021,1071,1556,1773,1760,1671,1226,1455,1429,1364,1228,1412,1048,1111,1497,1521,1564,1589,1440,1558,1243,1388,1177,1212,1109,1166,1373,1455,1452,1664,1558,1647,1235,1542,1350,1323,1118,1149,1472,1710,2070,1994,2154,2075,1669,1578,1344,1277,1257,1295,1560,1956,2172,2262,2328,2039,1991,1991,1491,1551,1330,1382,1927,2373,2465,2738,2707,2500,2488,2262,1652,1999,1496,1529,2119,2505,2833,3282,2898,3054,2679,2507,2272,2237,1650,1490,2287,2476,3167,3569,3150,3442,3186,3001,2502,2337,1778,1735,2535,2684,3314,3423, 41 | 18,Hawaii,40,1287,1382,1299,1160,1057,969,961,907,674,882,531,673,809,778,831,991,1244,953,1030,1127,1047,1143,802,800,1149,1249,1121,1349,1028,1001,1083,974,889,1262,825,980,1218,1143,1109,1284,1094,1145,1229,995,1475,1177,834,988,1150,1116,1165,1090,1048,1191,1088,1219,1135,1439,920,964,1228,1467,1363,1406,1382,1514,1344,1322,1264,1392,1114,1054,1300,1466,1548,1384,1460,1383,1365,1558,1112,1496,1184,1144,1441,1525,1541,1682,1680,1448,1535,1486,1193,1493,1180,1459,1564,1602,1583,1618,1513,1633,1529,1336,1603,1802,1948,1111,1500,1520,1648,1624,1439,1583,1480,1678,1579,1509,1222,1055,1025,962,909,917, 42 | 28,Maine,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1650,1679,1712,1471,1494,1404,1222,988,727,1009,1176,1453,1548, 43 | 39,New Hampshire,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2673,2481,2601,2142,2188,1913,1721,1221,991,1425,1670,2129,2491, 44 | 50,Rhode Island,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1621,1334,1427,1256,1327,1126,1159,775,755,929,1023,1310,1617, 45 | 35,Montana,44,616,633,764,808,747,803,651,608,371,413,306,395,505,493,646,797,824,730,748,769,686,580,391,406,644,774,850,769,623,635,624,617,551,579,400,409,558,583,604,714,628,773,695,637,557,564,439,477,618,654,783,852,806,756,739,782,693,617,524,520,661,724,960,951,1026,951,806,816,634,605,379,479,580,715,880,1007,1045,1014,891,859,597,751,513,474,736,905,988,1154,1274,1067,1072,1055,744,847,630,535,776,952,1082,1281,1096,1245,1120,1010,970,776,651,573,893,887,1156,1442,1207,1388,1218,1117,869,837,589,560,690,767,1207,1401, 46 | 13,Delaware,45,642,706,755,744,721,680,710,616,494,616,361,372,498,501,573,690,795,633,698,660,726,664,381,355,533,586,724,993,598,496,533,449,549,540,449,385,498,520,584,594,580,567,561,575,839,982,761,739,905,916,1109,1122,1060,1147,860,965,965,1016,779,685,778,985,1096,1065,1214,1210,991,1077,940,1004,837,693,852,976,1060,1102,1194,1111,957,1104,610,691,427,508,605,554,636,1116,1260,1087,1082,1231,646,1120,856,877,918,1085,1205,1473,1223,1420,1261,1302,1230,1370,1126,976,1276,1258,1654,1780,1612,1607,1403,1340,1356,1458,1171,1021,1097,1181,1209,1362, 47 | 3,Alaska,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,566,520,353,532,372,377,506,486,618,823,734,770,649,624,600,565,457,399,499,560,693,837,676,794,781,725,525,481,412,415,623,724,960,972, 48 | 37,North Dakota,47,406,472,561,654,662,639,523,587,417,369,237,313,365,427,459,514,553,691,884,706,612,457,235,280,443,536,689,875,538,567,541,605,552,495,340,282,389,440,379,562,544,616,578,570,481,517,385,445,462,568,660,746,656,711,560,685,580,572,393,379,399,549,648,711,796,782,671,751,662,575,390,385,446,520,736,856,827,794,693,779,637,469,346,290,537,590,633,615,687,707,796,839,618,755,425,431,453,662,740,823,852,818,759,866,697,747,400,366,540,564,841,1001,773,862,754,739,674,593,379,352,561,652,769,991, 49 | 58,Vermont,48,298,295,301,298,299,381,376,369,303,231,164,129,233,227,264,385,402,413,405,407,399,348,225,221,318,349,407,720,456,537,569,605,560,501,381,306,445,459,591,667,669,677,498,444,436,516,386,337,480,524,736,793,807,797,656,861,639,683,444,419,489,596,739,840,915,985,837,830,731,681,466,436,556,602,731,869,976,918,876,923,671,764,436,417,666,713,765,1027,1067,1061,884,907,792,791,573,600,694,613,901,1044,986,1107,899,952,836,780,607,493,742,609,895,1075,1075,1126,939,1097,979,858,666,505,733,756,984,1104, 50 | 12,District of Columbia,49,406,379,439,480,509,507,413,405,343,339,287,259,361,380,420,552,567,573,580,512,551,622,444,324,592,547,443,677,515,681,536,564,507,460,438,390,529,468,504,513,478,494,473,349,360,446,342,329,445,404,510,592,575,593,465,484,508,498,519,463,567,607,647,791,790,714,591,684,623,648,565,538,690,624,749,921,925,728,702,844,665,794,531,552,729,797,821,835,961,749,700,823,688,840,599,611,739,856,933,1018,904,915,863,734,778,738,680,539,825,739,899,899,838,851,730,845,779,777,610,590,722,714,982,887,841 51 | 62,Wyoming,50,326,376,424,465,479,466,367,334,232,238,209,197,296,274,364,437,480,380,414,371,346,315,192,224,365,347,398,398,264,291,295,304,254,318,224,193,290,327,358,426,367,386,320,357,285,256,211,247,337,299,397,417,394,403,241,313,275,315,202,246,332,332,412,409,421,457,382,350,326,313,246,252,324,388,427,420,432,410,380,370,292,312,237,270,396,386,417,491,476,467,439,387,313,363,244,311,366,404,454,516,483,485,430,474,365,385,339,326,455,420,558,674,553,619,542,552,472,527,409,384,579,579,658,828, 52 | -------------------------------------------------------------------------------- /data/Home Sale Counts/Sale_Counts_Seas_Adj_State.csv: -------------------------------------------------------------------------------- 1 | RegionID,RegionName,SizeRank,2008-03,2008-04,2008-05,2008-06,2008-07,2008-08,2008-09,2008-10,2008-11,2008-12,2009-01,2009-02,2009-03,2009-04,2009-05,2009-06,2009-07,2009-08,2009-09,2009-10,2009-11,2009-12,2010-01,2010-02,2010-03,2010-04,2010-05,2010-06,2010-07,2010-08,2010-09,2010-10,2010-11,2010-12,2011-01,2011-02,2011-03,2011-04,2011-05,2011-06,2011-07,2011-08,2011-09,2011-10,2011-11,2011-12,2012-01,2012-02,2012-03,2012-04,2012-05,2012-06,2012-07,2012-08,2012-09,2012-10,2012-11,2012-12,2013-01,2013-02,2013-03,2013-04,2013-05,2013-06,2013-07,2013-08,2013-09,2013-10,2013-11,2013-12,2014-01,2014-02,2014-03,2014-04,2014-05,2014-06,2014-07,2014-08,2014-09,2014-10,2014-11,2014-12,2015-01,2015-02,2015-03,2015-04,2015-05,2015-06,2015-07,2015-08,2015-09,2015-10,2015-11,2015-12,2016-01,2016-02,2016-03,2016-04,2016-05,2016-06,2016-07,2016-08,2016-09,2016-10,2016-11,2016-12,2017-01,2017-02,2017-03,2017-04,2017-05,2017-06,2017-07,2017-08,2017-09,2017-10,2017-11,2017-12,2018-01,2018-02,2018-03,2018-04,2018-05,2018-06,2018-07 2 | 9,California,1,25252,25523,25831,27070,29022,30225,32920,34722,36044,36615,37816,39552,39120,36825,34252,33806,34731,34712,35339,35364,37627,38546,38722,38257,37373,35947,34544,33411,32043,30422,29888,29900,31914,33295,36079,36625,36867,34890,32834,31291,30596,31301,31696,31894,33361,34294,36968,38168,38511,36758,35096,33788,33679,33614,33030,34128,36019,38486,40129,40144,39717,38170,37120,35700,36085,35873,36370,35941,36195,36203,36763,36405,35782,34930,33997,33813,33694,33404,34149,34583,35193,35520,35617,36187,36611,37110,37058,37647,38459,38401,38621,37500,37487,37749,38414,39502,39043,38498,37761,37918,37619,38246,38473,38857,40902,40953,42444,40594,41139,39146,39352,39455,39737,39942,39350,40284,41645,40950,41520,40052,40726,39416,38919,37934,38034 3 | 54,Texas,2,26717,25470,23757,23827,23374,22811,21755,21181,20431,20334,20328,21454,21838,21383,20174,20365,21051,21431,21305,21223,23579,23975,23598,22115,22444,23561,23633,23608,21270,19618,17780,17888,19144,19754,21487,21076,21611,20630,20470,20145,19504,19824,19364,19493,19802,20245,21882,22578,22878,21855,21445,21734,22267,21977,21059,21469,21905,22750,23928,24897,25529,26187,26371,26762,26247,26428,26507,26089,25944,25878,26569,26507,26703,26636,26878,27522,27408,25967,26301,26787,28413,28454,28441,28380,28418,28034,27877,28594,29202,29099,28711,28653,29044,29300,30051,31883,32037,31522,30301,30479,30005,30529,30258,30418,31530,31873,33926,33942,34746,33239,32852,32648,32302,31427,30553,31601,33237,33346,34507,34101,33828,32183,31920,32786, 4 | 43,New York,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9459,9750,10067,11030,11640,11359,11028,10488,10458,9969,9580,9362,9274,9816,10105,10610,10742,10965,11138,10923,10626,10130,9957,9937,9935,10701,11236,11773,11710,11999,11968,12014,12191,12754,13056,12903,12851,12838,12669,12500,12451,12762,12869,13003,12896,12943,13116,13057,13364,13160,13700,13902,14284,13858,14027,14437,14970,15184,14938,15168,15159,15238,15809,16713,17262,16779,16401,16073,16510,16307,16205,16369,16446,17340,17917,18701,18763,18556,18494,17779,17921,17151,17494,17257,17442,17971,17897,17822,17388,17557,, 5 | 14,Florida,4,18159,17545,17302,17685,17983,17705,17928,17779,17546,17339,18223,19629,20436,20089,20047,20731,21789,22377,22967,23568,24875,25501,26076,25481,25797,25314,25234,24925,24273,23815,23165,23035,23704,24397,27087,28537,29642,28455,27397,26114,24789,25013,24865,24672,24759,24799,26349,26610,27098,26874,26864,26360,25908,25837,25974,27522,28929,30351,32318,32976,33337,32713,32838,33069,32934,33161,33628,33861,33739,33943,34803,35280,35291,34951,35038,35304,35479,35378,36291,37154,38031,38887,38620,39343,39663,40608,39971,40449,40499,40718,40607,39726,39737,38806,38888,39293,39208,38752,38106,38619,37959,38431,37596,37758,38383,38823,40520,40339,41562,40848,41775,41850,41825,41719,38027,38169,37821,40622,43091,43413,44283,42844,43100,42789, 6 | 21,Illinois,5,15307,14919,13577,13044,12923,12675,12690,12294,11792,11182,10703,11343,11819,12106,11417,11202,11481,11745,12035,12376,13872,14659,14461,14051,14060,14562,14208,13929,12896,11772,10406,9747,10126,10627,11661,12136,12609,12046,11488,11114,10860,11105,10799,10884,11062,11566,12646,13515,13909,13499,12893,12703,12435,12621,12046,12160,11883,12294,13764,14821,15342,14893,14171,13988,14427,14911,15240,15264,15825,16243,16791,17170,17072,16657,15854,16037,15732,15294,15740,16405,16808,16795,16141,16993,17172,17713,17129,17475,17994,18742,18724,18315,17774,17488,17509,19133,19545,19808,19097,19723,19731,20078,19343,18952,18673,18868,19684,19796,20456,20083,20367,20100,19882,19543,18644,18591,18750,19068,19554,19447,19988,20359,20931,21578, 7 | 47,Pennsylvania,6,13101,12706,11604,11415,11037,10868,10774,10516,10164,9589,9251,9407,9452,9610,9204,9476,9747,10264,10581,10681,11525,11640,11076,10119,10053,10881,11072,11489,10727,9915,8733,8339,8665,8838,9448,10049,10299,10042,9436,9377,9152,9445,9152,9135,8983,9063,9847,10618,10818,10556,10085,10042,9997,9913,9443,9500,9870,10513,11241,11697,11686,11652,11363,11571,11533,11611,11863,11701,11573,11434,11709,11923,11801,11589,11297,11706,11693,11862,11833,12080,12164,12494,12715,13509,13689,13787,13136,13233,13728,14011,14261,14041,14044,14012,14196,15453,15517,15527,14787,15268,14966,15161,14712,14579,14771,14948,16155,16686,17087,16442,15998,15872,15494,15407,14993,15404,15797,15967,16961,17153,17214,16818,16452,16725, 8 | 44,Ohio,7,13501,13030,12033,11815,11521,11201,11135,11177,11047,11024,10621,11114,10963,10965,10126,9951,10040,10358,10649,11041,11941,12397,12125,11627,11514,11914,12068,11959,10723,9624,8889,8964,9388,9784,10621,11107,11366,11041,10576,10004,9613,9663,9765,9882,10040,10299,11089,11884,12126,11722,10962,10459,10105,9897,9576,9969,10437,11212,12218,13032,13368,13040,12764,12758,12904,12952,12863,12792,12826,12923,12893,12779,12327,11931,11666,11973,12157,11773,11920,12199,12688,13271,13408,14172,14182,14466,14074,14201,14252,14294,14120,13817,13428,13266,13780,14943,15102,14860,14392,14931,14878,15150,15068,15067,15152,15070,15807,16170,16790,16521,16558,16478,16259,16369,16212,16886,17299,17678,18212,18100,18210,17993,18010,18336, 9 | 30,Michigan,8,12399,12568,11906,11508,11144,10709,10816,10733,9794,9869,10066,11758,12491,13010,12773,12024,11889,11686,11883,11227,10766,11597,12285,13800,14040,14649,14096,13389,11985,10972,10263,10038,9924,10440,11381,12767,13525,13499,12780,11654,11027,11436,11519,11296,11125,11440,12481,13895,14750,14733,13845,13007,12720,12494,12344,12982,14058,14862,15598,15943,16174,15768,14967,14571,14443,14362,14724,14887,15341,15497,15459,15349,14723,14512,13923,13989,14214,14207,14522,14406,14683,15546,15493,15661,15115,15626,15225,15551,15317,15767,15411,15452,15167,15412,15650,16857,17242,17397,17041,17089,17067,17315,17432,16472,14500,14334,15644,17639,18257,17753,18144,18075,18346,18342,17859,17700,15561,15332,15573,16832,16905,16828,17611,17756, 10 | 16,Georgia,9,13894,13547,12740,12541,12560,12399,12586,12813,12622,12408,11040,10519,10126,10062,9845,9794,10419,11e3,11005,11109,11611,12364,11491,10997,10581,11250,11065,10790,10102,9611,9671,10671,11731,11971,11656,11536,11553,11256,11206,11296,11925,12997,14664,16292,17496,17486,18181,18978,19725,19748,19473,20190,20680,21092,20643,21166,21761,21954,22413,22390,22485,21767,21281,21437,21645,21804,21463,21360,21165,20761,20656,20357,20658,19905,19969,19996,20627,20626,20811,21103,21117,21014,20594,20581,20549,20863,18855,17603,15765,15942,17161,18076,17681,17800,18016,20720,21077,21664,21545,22516,21832,21228,19592,19524,19439,19632,18284,17131,16617,16953,17739,17734,17891,17631,16999,17438,17671,18458,17676,17654,17447,18547,18906,19608, 11 | 36,North Carolina,10,10875,10460,9539,9432,9224,8983,8806,8548,7873,7345,7039,7580,7692,7585,7111,7238,7600,7837,8172,8459,9035,8867,8417,8057,8191,8664,8715,8786,7933,7364,6870,6970,7091,7299,7616,7901,7904,7754,7414,7215,6890,7081,7074,7128,7015,6940,7415,8039,8313,8145,7767,7674,7459,7333,7179,7522,7866,8373,9094,9617,9755,9731,9761,9872,9810,9854,9921,10011,9862,9834,10049,10223,10157,9879,9788,9982,10139,10030,9941,10248,10280,10716,10763,11244,11342,10455,9286,9243,10371,11405,11465,11012,10246,9590,9789,11139,11982,12388,12396,13050,12946,13324,13409,13723,14165,14055,14811,14807,15468,14966,14776,14732,14545,14926,15123,16004,16178,15626,15583,15508,15710,15683,15714,15974, 12 | 40,New Jersey,11,7920,7962,7842,7590,7386,7350,7179,6794,6396,6054,5606,5457,5524,5712,5624,5555,5750,6198,6695,6952,7539,7788,7526,6762,6635,6921,7141,7256,7140,6774,5945,5417,5548,5627,5996,6201,6629,6526,6309,5982,5791,5897,5852,5882,5677,5647,5751,6024,6266,6410,6536,6360,6343,6303,6279,6379,6284,6688,7271,7744,7827,7734,7791,7665,7631,7597,7885,8048,8060,7943,7844,7578,7652,7625,7869,7767,7855,7891,8034,8075,8157,8553,8579,8882,8977,9288,9285,9509,9859,10509,10587,10477,10302,10322,10479,11072,11521,11623,11237,11308,11119,11298,11232,11446,11643,11877,13228,13769,14771,14308,14193,13729,13384,13851,14082,14914,15272,15189,15267,15499,16047,16484,16299,16195, 13 | 56,Virginia,12,7665,7480,6892,6875,6825,6954,7053,7121,6901,6598,6616,7065,7221,6901,6346,6459,6697,6911,6893,7023,7773,7650,7636,7053,7217,7205,7023,6944,6309,6044,5704,5784,6114,6292,6964,7138,7315,6871,6456,6271,6049,6122,6018,5986,6101,6188,6899,7378,7617,7268,6925,6861,6789,6743,6424,6537,6902,7181,7984,8180,8462,7993,7813,7925,7927,7814,7560,7452,7426,7406,7552,7668,7612,7546,7412,7692,7804,7859,7998,8112,8208,8258,8500,8758,9042,8904,8718,8575,8748,8865,9026,8988,9061,9227,9522,10357,10389,10367,10044,10382,10215,10371,10136,10226,10347,10439,11347,11514,11777,11141,10954,11018,10730,10646,10188,10569,10743,10927,11309,11433,11693,11442,11355,11416, 14 | 59,Washington,13,7157,6766,5983,5718,5495,5291,5261,5190,4846,4426,4432,4819,4985,4762,4493,4763,5193,5481,5596,5890,6673,6728,6657,6398,6684,6728,6401,6080,5288,4786,4413,4636,5017,5479,6087,6366,6386,5970,5570,5379,5256,5423,5422,5618,5896,6067,6486,6801,6933,6620,6208,6025,5939,6027,5929,6257,6584,7020,7571,7799,8012,7787,7685,7637,7859,7977,7981,7761,7752,7795,8274,8494,8449,8017,7686,7853,7969,7960,8043,8347,8602,8789,8986,9532,9748,9831,9484,9715,9842,9890,9849,9671,9647,9726,9973,10488,10632,10511,10434,10528,10527,10755,10786,10976,11392,11329,12011,11636,11598,10478,10429,10767,11169,11403,11209,11518,12004,11789,12100,11844,11901,11224,10731,10842,10992 15 | 26,Massachusetts,14,6813,6818,5584,5229,4853,4724,4659,4768,4559,4421,4297,5261,5664,5689,4740,4324,4404,4557,4776,5013,5642,5682,5596,6088,6668,7111,6256,5906,4895,4358,3883,4055,4300,4556,4942,6078,6468,6511,5258,4680,4169,4218,3993,4015,4159,4137,4118,4194,4785,4901,4383,4179,4184,4694,3995,4038,4255,4933,5283,5776,6027,6051,5541,5460,5468,5476,5410,5318,5277,5261,5409,5891,6022,5975,5453,5492,5435,5411,5296,5367,5327,5386,5419,6146,6156,5976,5275,5594,6139,6416,6431,5589,5505,5502,6444,7391,7532,7350,6504,6554,5695,5836,5717,6419,6051,6036,6566,7681,8003,7551,6787,6661,6515,6537,6268,6479,6827,6765,7103,7340,7585,7311,6671,6667, 16 | 22,Indiana,15,7969,7037,5888,6073,6205,6403,6645,6866,6921,6896,6771,7239,6948,6626,5870,6069,6345,6614,6745,6979,7695,8157,7907,7574,7044,7072,6717,6848,6358,5963,5468,5576,5928,6242,6674,6920,6766,6307,5752,5690,5640,5872,5842,6001,6324,6668,7274,7771,7741,7213,6486,6368,6365,6378,6165,6364,6475,6628,7128,7734,7572,6904,6083,6096,6087,6183,6321,6465,6725,6906,8237,9426,9771,8987,8145,8323,8625,8683,8624,8480,8334,8493,8518,8850,8430,8076,7429,7803,8164,8675,8897,8905,9164,9247,9401,9866,9701,9617,9095,9311,9173,9278,9188,9156,9036,8641,9539,9898,10625,9884,9745,9841,9937,10254,10065,10648,11219,11273,11828,11703,11535,10868,10408,10484, 17 | 8,Arizona,16,6896,6737,6809,7205,7681,7811,8218,8419,8539,8479,8555,8988,9358,9611,9793,10426,11131,11209,11130,11104,12037,12261,12005,11387,11245,11328,11113,11033,10327,10008,9730,10034,10916,11439,12282,12263,12502,12214,11992,11811,11470,11614,11283,11335,11785,11777,12142,11889,11958,11471,10896,10600,10519,10716,10570,11068,11866,12456,12822,12277,12139,11728,11674,11452,11304,10924,10780,10542,10640,10477,10528,10421,10337,10137,9902,10065,9960,10063,10133,10380,10385,10457,10421,10578,10713,10960,10991,11445,11668,11589,11328,11170,11515,11652,11745,11730,11792,11845,11914,12135,12171,12409,12372,12526,13474,13609,14078,13249,13566,13031,13385,13406,13496,13360,13239,13852,14840,14891,15141,14400,14384,13744,13514,13434,13676 18 | 53,Tennessee,17,10208,9571,8676,8486,8220,8037,7832,7596,7044,6581,6594,7172,7380,7276,6788,6857,6961,7186,7356,7609,8073,8100,7921,7778,7993,8323,8151,7986,7107,6692,6191,6228,6296,6248,6562,6714,6739,6445,6177,6179,6068,6254,6342,6467,6521,6559,7184,7721,8046,7884,7557,7379,7187,7175,6937,7090,7075,7424,7923,8300,8346,8316,8210,8274,8141,8250,8327,8322,8227,8204,8490,8704,8830,8685,8499,8604,8647,8609,8776,8991,9161,9242,9145,9219,9330,9293,9287,9534,9818,10100,10018,9926,9352,9347,9415,10399,10294,10245,9938,10143,9843,9797,9580,9744,9852,9960,10422,10515,10824,10536,10657,10494,10308,10242,10026,10368,10210,10144,10374,10579,10734,10582,10577,10875, 19 | 32,Missouri,18,6231,5974,5733,5702,5693,5600,5656,5605,5463,5292,5122,5247,5277,5215,4962,5011,5254,5507,5675,5870,6412,6505,6149,5633,5560,5812,5890,5841,5268,4762,4359,4476,4759,5019,5335,5364,5218,4966,4812,4893,4762,4939,4917,5036,5093,5103,5442,5585,5595,5395,5229,5157,5120,5071,4928,5038,5156,5577,6118,6278,6197,5778,5642,5558,5557,5592,5677,5590,5488,5487,5568,5624,5419,5242,5082,5308,5387,5498,5478,5628,5591,5705,5683,5971,6090,6177,6075,6216,6389,6441,6545,6426,6340,6352,6668,7259,7259,7212,7041,7247,7179,7196,7055,7157,7368,7269,7673,7635,8008,7725,7921,7891,7806,7725,7584,7799,8020,8137,8422,8187,8101,7677,7779,7946, 20 | 27,Maryland,19,7524,7468,6879,6630,5955,5716,5682,6079,6228,5975,5171,4955,5177,5756,5699,5465,4971,5325,5369,5723,5709,5765,6062,5719,5862,5466,5712,5573,5151,5342,5257,5660,5315,5086,5099,5064,5725,6003,6187,5870,5480,5409,5164,5244,5058,4800,4930,5122,5301,5040,5003,4966,4860,4884,4661,4962,5234,5538,6012,5904,5901,5708,5751,6032,5961,6157,6405,6694,6542,6134,5946,5947,6013,5994,5571,5812,5901,6391,6329,6488,6561,6762,6809,7035,7110,7343,7284,7614,7686,7804,7500,7307,7089,7388,7369,8411,8606,8860,8553,8849,9010,8936,8813,8718,9321,9490,10065,10171,10509,10490,10240,10125,9622,9585,9521,9903,10309,10051,10343,9948,9996,9833,9835,10076, 21 | 60,Wisconsin,20,6349,5940,5360,5210,5186,5171,5246,5201,4983,4617,4428,4798,4924,4782,4348,4397,4740,5062,5322,5424,5823,5956,5835,5747,5737,5954,5794,5857,5109,4462,3774,3878,4208,4386,4974,5413,5546,5033,4452,4219,4155,4262,4302,4428,4567,4832,5385,6116,6264,6047,5526,5353,5167,5062,4950,5223,5260,5698,6374,7161,7060,6456,5748,5580,5604,5735,5872,5878,6052,6144,6464,6691,6716,6389,5940,5931,6147,6163,6274,6602,6489,6490,6008,6450,6571,6702,6218,6249,6263,6492,6404,6372,6348,6445,6601,7445,7500,7456,7105,7392,7491,7478,7252,7231,7206,7181,7471,7661,7775,7451,7442,7596,7722,7675,7521,7737,7902,7972,8121,8259,8244,7959,7561,7440, 22 | 31,Minnesota,21,5367,5347,4819,4721,4645,4608,4936,5091,5064,4844,4598,4963,4970,5054,4562,4426,4681,5032,5503,5630,6140,6351,6043,5902,5653,5852,5524,5372,4973,4405,3947,3704,4004,4288,4833,5441,5765,5704,5109,4636,4421,4530,4606,4764,4992,5293,5636,6381,6741,6571,5672,5191,5130,5269,5358,5608,5857,6172,6542,6966,6929,6695,6257,6188,6298,6613,7019,7198,7074,6923,6857,7131,7053,6885,6476,6453,6485,6474,6304,6339,6436,6778,6670,7272,7568,8323,8082,8158,7890,7778,7506,7276,7209,7285,7726,8860,9340,9101,8186,8130,8215,8589,8580,8461,8528,8382,8560,8464,8364,8211,8360,8834,9118,9074,8857,8813,8924,8664,8501,8050,7964,7943,7993,8360, 23 | 10,Colorado,22,8862,8007,7317,7152,7013,6900,6848,7067,6992,6594,6516,6951,7088,6464,5628,5667,5832,6060,6057,6227,7028,7041,7349,7080,7458,7282,6986,6774,6023,5424,4917,5002,5549,5771,6615,6676,6865,6340,6028,5880,5625,5749,5759,6025,6463,6581,7277,7714,7950,7546,7058,7012,6914,6970,6908,7324,7847,8088,8861,9242,9583,9156,8830,8809,8826,8769,8615,8426,8290,7982,8358,8646,8993,8777,8515,8785,8929,8965,9037,9071,9286,9187,9367,9568,9787,9746,9550,9940,10010,10057,9887,9878,9947,9945,10454,11019,10987,10337,9693,9790,9605,9820,9680,9969,10698,10767,11750,11542,11737,10680,10299,10248,10092,10065,9764,10186,10689,10658,11545,11512,11842,10820,10224,10010,9856 24 | 4,Alabama,23,3560,3431,3332,3349,3322,3311,3292,3268,3093,3008,2825,2857,2816,2806,2631,2583,2658,2822,2897,2932,3198,3282,3201,2985,2990,3159,3302,3376,3224,3029,2839,2814,2888,2879,2953,2964,3038,2946,2947,3008,3186,3359,3274,3276,3098,3152,3248,3311,3349,3282,3417,3436,3478,3402,3523,3759,4109,4227,4320,4241,4169,4050,4059,4064,4132,4194,4240,4332,4403,4544,4452,4435,4340,4427,4339,4472,4471,4574,4605,4639,4418,4247,3974,4109,4311,4604,4676,4799,4872,4896,4892,4819,4865,4949,5080,5318,5334,5287,5243,5328,5230,5160,5057,5130,5383,5455,5847,5749,5872,5685,5739,5630,5497,5466,5384,5525,5552,5474,5271,4984,4930,4880,5199,5652, 25 | 51,South Carolina,24,6509,6326,5884,5887,5687,5632,5662,5560,5232,5107,4833,4904,4660,4538,4353,4416,4537,4756,4878,5108,5546,5913,5702,5507,5109,5421,5213,5355,4904,4781,4457,4577,4764,5162,5212,5314,5090,5056,4827,4777,4620,4662,4658,4805,4864,5100,5360,5687,5497,5405,5122,5113,5010,5210,5259,5623,5756,6055,6134,6207,6007,6069,6157,6292,6343,6429,6691,6848,6891,6967,6814,6550,6142,5930,5863,6017,6005,5918,6028,6131,6258,6354,6498,6731,6880,6987,6871,6865,6862,6825,6685,6419,6237,6098,6108,6448,6509,6566,6617,6843,6856,6958,7025,7186,7342,7471,7977,8198,8396,8187,8130,8335,8399,8680,8482,8741,8764,9062,9299,9311,9149,9197,9417,9638, 26 | 25,Louisiana,25,3488,3209,3188,3412,3430,3111,2754,2609,2422,2498,2479,2646,2600,2557,2407,2571,2686,2800,2804,2866,3002,2996,2835,2660,2595,2798,2920,3004,2763,2621,2490,2494,2465,2516,2609,2670,2721,2727,2768,2966,2935,2973,2746,2727,2631,2495,2592,2683,2808,2844,3012,3191,3104,2873,2769,2886,2984,2918,2932,2929,3019,3159,3364,3964,3931,3946,3502,3576,3541,3581,3571,3727,3595,3641,3550,4166,4201,4112,3611,3615,3708,3764,3700,3673,3676,3595,3500,3370,3470,3617,3758,3653,3417,3332,3436,3748,3825,3817,3765,3906,3847,3830,3662,3712,3838,3917,4140,4135,4223,3993,3945,3895,3908,3807,3699,3702,3675,3714,3644,3565,3395,3438,4017,4214, 27 | 24,Kentucky,26,3642,3445,3121,3071,3075,3028,3099,3117,2952,2853,2684,2983,3021,3082,2871,2996,3142,3300,3361,3491,3723,3801,3713,3707,3729,3779,3740,3713,3472,3136,2835,2745,2798,2867,3140,3384,3410,3205,2884,2755,2658,2744,2776,2813,2866,2958,3197,3404,3429,3321,3152,2886,2803,2561,2690,2874,3199,3428,3622,3789,3806,3750,3747,3751,3842,3814,3857,3861,3837,3791,3794,3880,3837,3716,3569,3542,3437,3342,3294,3317,3243,3272,3237,3390,3435,3500,3478,3672,3826,3960,3984,3792,3427,2991,3240,3834,4297,4332,4291,4429,4341,4423,4342,4450,4546,4687,4937,4994,5129,4820,4670,4515,4477,4510,4402,4601,4591,4591,4819,4884,5003,4811,4811,4819, 28 | 46,Oregon,27,4018,3822,3472,3313,3219,3128,3133,3117,3031,2808,2666,2730,2846,2890,2780,2896,3114,3307,3434,3635,4065,4104,3941,3648,3758,3930,3943,3770,3278,2955,2800,2899,3154,3307,3597,3633,3668,3465,3269,3116,2995,3023,2978,3016,3174,3302,3608,3777,3832,3725,3572,3561,3483,3535,3520,3728,3851,3964,4072,4166,4272,4225,4236,4235,4237,4261,4224,4260,4194,3796,3971,4079,4518,4442,4422,4565,4635,4621,4682,4827,4988,4979,5010,5198,5453,5705,5687,5915,5990,6092,6122,6032,6090,6033,6245,6431,6480,6264,6089,6088,5942,6014,6020,6198,6484,6530,6894,6656,6564,6025,5917,6030,6090,6236,6127,6304,6453,6403,6697,6697,6826,6410,6084,5966,5874 29 | 45,Oklahoma,28,3207,3233,3126,3195,3242,3212,3315,3349,3386,3392,3078,3099,2916,3004,2833,2899,3013,3071,3075,2984,3348,3490,3300,2909,2697,3005,3120,3181,2812,2520,2313,2344,2549,2729,2899,2845,2744,2657,2598,2716,2681,2781,2675,2762,2973,3166,3385,3490,3390,3323,3200,3380,3426,3387,3207,3144,3254,3600,3805,3833,3621,3666,3618,3765,3766,3850,3817,3608,3435,3277,3260,3241,3188,3124,3139,3271,3370,3365,3295,3375,3462,3920,3939,4051,3775,3811,3703,3652,3613,3519,3312,3043,2858,2870,3410,4101,4503,4358,4184,4123,4081,4155,4206,4307,4404,4575,4770,4791,4847,4762,4858,4876,4831,4835,4742,4874,4883,4965,5119,4978,4718,4394,4415,4693, 30 | 11,Connecticut,29,2965,2855,2651,2558,2483,2382,2287,2257,2206,2041,1900,1937,2015,2021,1918,1984,2145,2307,2369,2452,2805,2842,2785,2609,2770,2885,2807,2844,2527,2274,1864,1742,1799,1834,2120,2257,2368,2256,2123,2119,2013,1875,1695,1725,1700,1670,1595,1742,1958,1981,1960,1918,2110,2208,2010,2014,2084,2356,2548,2483,2502,2518,2662,2683,2672,2667,2676,2616,2634,2636,2709,2786,2809,2736,2542,2577,2632,2691,2700,2751,2833,2891,2918,3185,3252,3255,3002,3075,3180,3296,3314,3056,2990,2921,3211,3385,3454,3393,3308,3290,2933,3007,2924,3265,3033,3085,3405,3871,3969,3699,3520,3552,3482,3434,3282,3375,3365,3287,3500,3666,3761,3628,3485,3577, 31 | 19,Iowa,30,2919,2756,2478,2440,2441,2454,2520,2537,2415,2331,2186,2302,2296,2311,2179,2232,2322,2379,2394,2461,2768,2683,2566,2348,2486,2668,2731,2772,2364,2059,1759,1862,2002,2134,2279,2360,2356,2315,2226,2205,2130,2227,2281,2386,2452,2489,2692,2890,2977,2910,2798,2788,2736,2702,2622,2795,2881,3050,3173,3291,3263,3091,3003,3032,3203,3284,3343,3321,3384,3491,3560,3516,3363,3277,3246,3409,3395,3307,3197,3181,3219,3353,3443,3687,3709,3716,3553,3615,3668,3724,3667,3624,3518,3355,3435,3736,3858,3730,3539,3666,3679,3713,3606,3615,3665,3654,3971,4177,4367,4207,4026,3986,3834,3794,3732,3868,4225,4320,4394,3941,3793,3624,3756,3730, 32 | 34,Mississippi,31,1133,1080,1048,1010,956,921,905,909,933,1023,1021,999,994,1028,1057,1099,1142,1186,1215,1281,1541,1673,1636,1401,1245,1292,1367,1373,1237,1086,1011,1040,1232,1370,1473,1360,1301,1256,1288,1272,1208,1191,1220,1298,1433,1452,1466,1278,1215,1148,1239,1254,1249,1187,1133,1201,1361,1462,1560,1451,1378,1225,1228,1236,1276,1336,1423,1475,1541,1579,1616,1555,1500,1481,1467,1481,1468,1460,1460,1406,1375,1380,1426,1351,1370,1384,1516,1578,1638,1617,1576,1558,1656,1670,1849,1867,1962,1883,1866,1856,1802,1858,1830,1847,1993,2148,2163,1880,1715,1602,1687,1674,1630,1524,1400,1396,1486,1609,1736,1582,1500,1391,1481,, 33 | 6,Arkansas,32,2844,2794,2594,2539,2484,2488,2471,2469,2330,2240,2114,2237,2250,2316,2175,2230,2224,2287,2345,2450,2688,2697,2486,2253,2178,2406,2465,2514,2236,2135,2020,2143,2223,2282,2305,2220,2196,2155,2092,2034,1970,2067,2099,2124,2144,2129,2146,2135,2094,2041,1966,1987,2007,2050,1960,2026,2063,2129,2207,2205,2235,2137,2106,2086,2134,2209,2243,2240,2190,2212,2210,2206,2189,2206,2186,2208,2196,2110,2146,2141,2209,2167,2080,2063,2062,2077,2109,2150,2224,2227,2290,2313,2296,2335,2432,2734,2787,2868,2827,2872,2746,2777,2663,2690,2725,2833,3030,3019,3105,2997,2980,3017,3018,3058,3043,3151,3267,3195,3244,3080,3033,3045,3124,3287, 34 | 23,Kansas,33,2225,2149,1921,1724,1597,1627,1750,1774,1704,1628,1610,1704,1769,1773,1673,1734,1840,1942,1938,1964,2177,2211,2091,1879,1864,1988,2022,1979,1692,1454,1302,1305,1442,1511,1649,1625,1587,1550,1492,1495,1456,1505,1524,1509,1511,1610,1764,1916,1850,1796,1691,1687,1697,1723,1645,1619,1718,1861,2026,2033,2042,1936,1914,1938,2009,2054,2089,2098,2067,2119,2194,2235,2153,2086,2073,2164,2216,2185,2133,2096,2151,2240,2241,2326,2304,2384,2310,2422,2437,2432,2405,2431,2453,2458,2539,2794,2891,2881,2745,2807,2793,2898,2836,2831,2892,2816,3024,2975,3120,2953,2981,2945,3010,2969,2974,2934,3075,3123,3223,3113,3034,2934,2949,3083, 35 | 55,Utah,34,3834,3580,3248,3086,2973,2905,3042,2977,2910,2733,2747,2851,2902,2855,2713,2791,2960,3056,3102,3162,3429,3515,3429,3314,3341,3501,3432,3158,2740,2517,2522,2584,2706,2732,3006,3112,3262,3094,2953,2794,2690,2773,2838,2900,2937,3064,3275,3428,3397,3326,3218,2947,2573,2474,2507,2836,3105,3438,3700,3665,3599,3510,3548,3590,3669,3682,3689,3499,3367,3339,3534,3677,3651,3527,3384,3403,3386,3418,3422,3478,3470,3543,3497,3481,3486,3525,3401,3476,3441,3652,3603,3481,3243,3085,3462,3948,4219,4172,4110,4275,4126,4065,4078,4377,4616,4617,4801,4850,5076,4941,4971,4914,4887,5006,5003,5175,5176,5109,5347,5428,5522,5220,5275,, 36 | 42,Nevada,35,3043,3038,3170,3240,3529,3642,3971,4108,4196,4196,4290,4473,4686,4700,4732,4815,5106,5179,5331,5340,5690,5780,5716,5265,4963,4611,4417,4204,4174,4274,4374,4399,4755,4968,5241,5171,5247,4994,4819,4564,4747,5091,5222,5245,5351,5441,5668,5701,5718,5360,4897,4788,4672,4598,4246,4290,4509,4600,4730,4690,4728,4620,4511,4341,4436,4377,4575,4493,4532,4445,4439,4331,4362,4281,4300,4321,4282,4306,4371,4453,4506,4486,4438,4458,4469,4516,4439,4546,4840,4911,4748,4447,4458,4637,4791,4879,4876,4861,4913,5045,5061,5120,5095,5101,5456,5468,5658,5212,5343,5104,5403,5353,5617,5600,5628,5668,5769,5697,5884,5753,6240,5862,5538,4718, 37 | 41,New Mexico,36,1561,1552,1489,1486,1437,1412,1389,1382,1331,1280,1198,1189,1191,1227,1194,1225,1263,1321,1364,1414,1552,1567,1502,1371,1378,1476,1542,1566,1429,1344,1273,1291,1413,1432,1496,1369,1343,1260,1233,1186,1131,1125,1106,1133,1212,1269,1357,1372,1416,1428,1457,1431,1351,1327,1256,1328,1366,1510,1592,1592,1548,1515,1529,1541,1569,1582,1579,1584,1603,1648,1690,1700,1751,1728,1721,1679,1596,1592,1609,1720,1708,1667,1581,1523,1561,1642,1722,1731,1753,1787,1857,1838,1843,1866,1896,1933,1888,1926,1912,1984,1940,1970,1952,1950,2064,2133,2288,2235,2280,2202,2314,2381,2373,2339,2233,2337,2446,2538,2668,2527,2487,2415,2538,2594, 38 | 61,West Virginia,37,938,972,969,922,915,884,920,919,900,822,778,785,830,850,854,821,855,879,944,955,1019,1036,986,942,969,1073,1104,1093,1016,1010,1024,1051,1071,1045,1095,1118,1128,1123,1051,1001,843,758,671,657,653,677,711,754,771,772,748,698,711,729,777,785,834,874,940,963,961,965,945,925,913,951,1033,1067,1056,1056,1064,1073,1033,1025,980,955,914,927,867,749,638,579,569,611,673,709,668,677,726,767,781,793,818,806,802,872,890,889,846,873,805,723,665,670,708,703,726,703,703,675,683,693,700,697,704,734,756,778,826,826,849,823,861,, 39 | 38,Nebraska,38,1331,1322,1168,1143,1085,1047,1074,1100,1050,998,956,1129,1152,1188,1171,1380,1575,1642,1662,1736,1909,1814,1596,1516,1623,1804,1515,1522,1232,1236,1022,1092,1182,1237,1352,1488,1507,1447,1311,1310,1290,1314,1304,1310,1384,1391,1513,1636,1684,1617,1466,1452,1442,1411,1375,1396,1415,1491,1554,1656,1642,1598,1512,1531,1585,1658,1658,1643,1624,1637,1689,1852,1844,1797,1594,1639,1656,1689,1691,1681,1683,1689,1744,1876,1907,1948,1912,1982,1999,1968,1939,1939,1971,2001,2066,2285,2279,2217,2022,2084,1998,2041,2004,2059,2176,2190,2398,2444,2491,2300,2169,2158,2160,2078,2019,2032,2128,2138,2224,2293,2194,2059,1896,2063, 40 | 20,Idaho,39,1506,1351,1214,1164,1119,1098,1113,1112,1075,1014,1115,1221,1280,1231,1160,1181,1215,1261,1304,1407,1658,1672,1673,1544,1635,1640,1585,1460,1244,1167,1169,1283,1408,1526,1635,1663,1648,1562,1433,1307,1226,1231,1198,1263,1337,1433,1567,1644,1663,1525,1338,1276,1246,1307,1251,1335,1459,1601,1690,1684,1695,1630,1621,1610,1661,1671,1662,1599,1601,1592,1742,1812,1873,1810,1756,1782,1805,1777,1797,1820,1896,1897,1952,2001,2087,2113,2096,2114,2110,2131,2178,2188,2205,2230,2284,2338,2317,2297,2306,2397,2403,2477,2442,2480,2611,2671,2727,2493,2439,2329,2450,2554,2637,2727,2772,2903,3025,2969,2933,2722,2718,2605,2643,2620, 41 | 18,Hawaii,40,1313,1295,1228,1157,1059,970,930,907,888,860,781,788,772,789,749,782,925,972,1004,997,1139,1171,1131,1037,1050,1097,1089,1119,1053,1028,970,978,1039,1092,1112,1162,1159,1165,1076,1064,1050,1073,1082,1077,1338,1317,1334,1142,1144,1138,1063,1015,995,1016,1037,1120,1224,1332,1310,1250,1195,1260,1254,1275,1251,1312,1321,1336,1394,1405,1430,1355,1337,1321,1333,1324,1323,1289,1311,1380,1415,1452,1428,1455,1451,1424,1394,1429,1477,1465,1452,1430,1479,1461,1460,1588,1624,1623,1470,1446,1420,1453,1457,1437,1599,1681,2047,1854,1772,1427,1444,1442,1419,1416,1403,1518,1687,1691,1643,1437,1293,1079,898,839, 42 | 28,Maine,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1215,1279,1291,1285,1274,1321,1336,1469,1542,1563,1468,1320,1262, 43 | 39,New Hampshire,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1873,1875,1904,1843,1858,1918,1898,2074,2145,2219,2097,1939,1902, 44 | 50,Rhode Island,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1205,1155,1158,1106,1159,1177,1204,1188,1254,1261,1249,1146,1162, 45 | 35,Montana,44,824,783,670,635,609,605,586,581,523,493,480,582,622,619,546,552,592,602,614,637,729,735,722,699,730,775,752,697,592,519,503,531,592,633,670,706,703,679,585,549,510,543,561,594,621,636,688,766,792,770,683,659,640,618,614,645,734,756,812,861,884,838,773,757,770,750,740,726,738,737,703,749,745,777,716,746,767,786,786,780,760,790,817,876,877,899,872,878,892,894,909,905,932,946,979,1017,997,970,930,953,906,929,925,952,1026,999,1058,1026,1079,1018,974,993,996,1035,1019,1050,1044,1012,1005,1006,957,890,869,956, 46 | 13,Delaware,45,735,735,727,689,646,612,626,614,590,557,522,534,534,554,544,548,595,603,629,610,681,667,628,549,548,588,633,712,676,598,481,453,502,502,554,553,577,566,554,529,511,497,506,520,650,784,928,1001,1045,1039,1011,979,958,951,903,904,909,956,991,993,975,985,980,982,979,995,1006,998,977,977,1002,1017,1033,1015,995,978,973,971,961,966,858,768,615,653,672,682,624,710,866,986,1013,1038,950,958,944,1154,1158,1170,1103,1169,1135,1178,1158,1215,1234,1265,1342,1396,1463,1421,1442,1455,1468,1428,1365,1327,1336,1349,1434,1465,1432,1346,1208,1170, 47 | 3,Alaska,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,483,476,452,470,513,590,600,573,558,573,599,617,599,588,596,601,658,660,655,609,604,625,609,611,629,665,640,575,578,614,688,725,792,800, 48 | 37,North Dakota,47,576,586,544,514,518,525,502,481,440,403,396,462,533,540,477,430,422,473,591,631,639,524,485,467,551,598,625,634,583,532,454,471,494,490,543,546,591,537,470,423,408,463,480,486,472,464,556,685,760,724,637,603,571,568,531,537,529,543,609,665,691,643,595,583,595,615,619,606,605,588,635,668,717,660,634,637,669,666,637,623,611,555,566,547,675,671,675,568,536,540,606,645,651,653,698,775,772,745,691,681,668,670,670,672,672,683,705,715,759,712,729,723,724,709,659,649,630,594,637,646,747,746,750,731, 49 | 58,Vermont,48,425,396,331,293,253,255,283,310,314,283,266,254,268,271,266,278,291,313,327,338,365,365,370,389,397,416,394,462,440,449,420,473,522,526,559,582,588,568,546,550,539,526,490,442,415,444,525,610,626,629,631,655,654,626,602,637,646,686,680,754,716,718,665,698,696,714,731,728,720,707,722,776,766,758,691,706,717,721,741,749,738,742,714,775,781,833,790,803,794,823,803,783,776,786,837,983,990,929,803,811,820,819,798,812,807,810,866,924,954,873,819,815,850,855,838,869,908,925,971,990,990,937,902,910, 50 | 12,District of Columbia,49,483,430,399,394,406,433,443,431,395,363,356,353,365,372,378,408,436,489,537,543,562,565,590,543,540,537,520,506,464,544,542,579,547,512,519,518,547,520,491,452,427,429,451,430,404,387,421,444,450,441,442,455,477,509,506,501,497,500,566,598,628,613,594,620,633,662,647,646,646,654,676,702,725,696,672,692,737,739,727,740,750,767,724,742,730,774,766,748,745,732,743,739,751,784,777,814,790,825,823,853,814,819,836,820,812,755,810,781,820,781,803,770,753,748,751,788,801,803,793,788,779,761,784,784,775 51 | 62,Wyoming,50,398,381,353,367,378,386,373,348,311,288,299,300,311,281,293,310,353,355,364,350,383,374,364,332,338,341,350,332,293,260,243,268,288,317,347,336,316,295,306,322,318,322,306,319,325,323,328,331,350,327,324,322,334,332,294,285,283,327,341,348,343,335,338,334,344,352,359,355,358,359,386,375,367,353,357,360,354,345,349,348,351,351,367,378,395,386,378,375,382,392,395,387,382,384,398,420,408,401,384,398,401,406,399,417,428,441,481,489,499,443,449,476,493,504,489,513,530,562,616,609,608,564,571,597, 52 | -------------------------------------------------------------------------------- /data/Inventory/InventoryMeasure_State_Public.csv: -------------------------------------------------------------------------------- 1 | "RegionName","RegionType","StateFullName","DataTypeDescription","2010-01","2010-02","2010-03","2010-04","2010-05","2010-06","2010-07","2010-08","2010-09","2010-10","2010-11","2010-12","2011-01","2011-02","2011-03","2011-04","2011-05","2011-06","2011-07","2011-08","2011-09","2011-10","2011-11","2011-12","2012-01","2012-02","2012-03","2012-04","2012-05","2012-06","2012-07","2012-08","2012-09","2012-10","2012-11","2012-12","2013-01","2013-02","2013-03","2013-04","2013-05","2013-06","2013-07","2013-08","2013-09","2013-10","2013-11","2013-12","2014-01","2014-02","2014-03","2014-04","2014-05","2014-06","2014-07","2014-08","2014-09","2014-10","2014-11","2014-12","2015-01","2015-02","2015-03","2015-04","2015-05","2015-06","2015-07","2015-08","2015-09","2015-10","2015-11","2015-12","2016-01","2016-02","2016-03","2016-04","2016-05","2016-06","2016-07","2016-08","2016-09","2016-10","2016-11","2016-12","2017-01","2017-02","2017-03","2017-04","2017-05","2017-06","2017-07","2017-08","2017-09","2017-10","2017-11","2017-12","2018-01","2018-02","2018-03","2018-04","2018-05","2018-06","2018-07" 2 | "California","State","California","All Homes",133826,131959,137241,138538,135051,139188,142819,144756,148817,152629,153501,150842,143870,148932,162414,159152,157100,158911,164837,162817,157604,153098,150976,140156,129169,126000,116008,106048,103734,100410,95238,91586,88271,81822,77248,68608,63443,65236,66216,65968,67698,68378,68613,74233,74729,75959,73694,69004,62795,67384,71369,76784,81254,87436,91137,90645,90858,91003,88289,77416,71582,70816,71120,73666,78553,82422,85818,86763,86315,84038,80224,69619,59922,62998,66798,71354,74978,80050,87124,87857,84197,80918,75633,65442,59113,60104,59774,60016,63591,65190,65196,65585,65452,63562,60041,52196,49316,52928,55713,59552,65864,70786,75085 3 | "Texas","State","Texas","All Homes",149154,152764,160432,166054,161803,161614,168712,169803,177289,166876,170070,165311,160881,165028,165739,175024,173417,181559,185776,165694,156348,153006,149848,140732,131665,133258,133003,128518,131089,132076,129978,126499,124656,119211,115711,108019,103102,106892,111902,112940,115048,114199,113031,114048,109820,105443,101468,95773,88875,92304,94229,97850,99660,102782,105175,105653,103504,99890,96612,89651,84764,86904,88702,88365,92006,92691,95848,99151,97002,96014,92354,87098,79141,81016,85438,87664,89374,94891,99144,101091,98960,97331,94507,88926,85758,88548,89847,91245,95599,100496,104326,109731,104655,101870,98823,92456,86119,86768,90188,93876,99376,104352,107394 4 | "New York","State","New York","All Homes",87838,90246,99228,101260,94900,99911,98488,96113,96309,95992,94332,91710,86292,88606,95430,106006,112418,119183,125358,130098,125418,123436,122640,116733,107544,107269,110758,107990,112665,112920,110060,106961,105998,102928,96076,87820,82503,84845,88178,90612,90966,92110,90871,90689,89216,87579,84224,78870,72865,75098,76295,80745,85473,89418,91741,90860,90786,87315,83060,75265,70682,70835,72955,79128,84478,91413,92471,91718,89454,87148,82222,74509,67955,68620,70980,75510,78000,81131,81306,79644,79120,77247,72422,67598,63026,62746,62645,62265,65871,67784,68247,67456,67408,66485,62653,56596,52080,54512,56375,58614,63658,67582,69089 5 | "Florida","State","Florida","All Homes",238060,231753,247798,244832,236244,239981,243451,240612,250333,255762,258994,267784,259928,266240,268070,259598,241104,241761,254894,245578,239544,238544,243395,231858,223356,224599,211748,186440,182362,176750,169108,168472,164946,160313,161518,157266,153922,163868,166970,157312,150567,146644,136108,137270,140358,146053,153331,157042,153780,159889,162738,163452,163553,164299,162421,159056,158690,159006,159494,158243,156584,159500,144743,140594,143701,138076,140004,140203,138801,137845,139032,140177,135731,142638,147007,147252,146930,144221,144450,144069,142609,142010,143564,143982,145274,151966,148974,143948,138714,136034,133657,132249,127945,127651,131834,132303,133127,137220,139680,138568,136667,134196,133878 6 | "Illinois","State","Illinois","All Homes",75037,77860,84141,87752,86002,88096,91771,90427,88671,85860,83846,82880,79959,81658,89301,89878,91256,92598,95282,95304,92920,91124,88337,82120,78090,77434,77700,78008,79930,81379,79471,78011,69600,65927,63220,57165,54061,55752,57204,58793,60682,59042,59083,60986,60335,59175,56500,52311,48874,49321,51834,53744,59296,63364,65589,66778,66809,65456,61976,56452,53316,53948,57084,59765,63539,66543,67066,67538,66875,65478,61934,55446,50834,51120,53721,55709,58740,61611,64977,64054,63221,61286,58437,53292,48564,49138,50787,51531,53428,55582,56542,58059,58600,57356,53391,47624,43513,44548,47430,49543,52611,55950,57911 7 | "Pennsylvania","State","Pennsylvania","All Homes",58676,60701,68362,73616,71424,73994,75268,75901,77537,76929,75944,74754,70290,72120,76741,79227,81269,84643,90522,89222,86600,85230,82593,76938,71124,70439,71325,70410,71664,74200,71231,70168,70616,69328,66990,60912,58253,60425,62392,64898,67718,70014,69600,70188,69843,69165,66912,63364,58460,57862,57856,63926,69088,71434,73033,73814,72901,71595,68807,63527,58788,58070,58476,57591,63060,67346,70381,70020,69292,68296,65004,59340,54473,55119,56607,59078,60575,63218,63708,63387,62449,61298,58835,53598,49846,49626,49237,49408,52352,53866,54753,54762,54859,53944,51938,47512,43530,42698,43622,45234,47474,48778,48906 8 | "Ohio","State","Ohio","All Homes",48825,51005,56947,66385,67586,68672,71674,71354,72212,69474,67644,66165,60538,61975,71354,72500,73117,74254,76490,74346,72998,70881,68711,62130,58542,57742,58403,58304,59367,60972,60518,59967,58276,56981,55270,50628,47941,50112,51586,53310,55506,57856,57706,57829,57106,55630,53397,50139,46303,45118,45374,48314,51535,54172,56611,57725,57022,55530,52862,48154,45224,44560,44474,45553,48520,53154,54556,55404,54449,53529,50770,45871,42132,41614,41440,42362,43490,46697,47655,50696,49863,48101,44580,40396,37459,37040,36778,37056,37490,39435,40860,41877,41703,40415,38567,34622,31342,30621,30972,31896,33737,35978,37405 9 | "Michigan","State","Michigan","All Homes",77645,79008,82271,82620,80425,82376,86912,85392,84223,82876,81367,77208,74940,74753,76414,77836,78464,81097,83872,83706,80855,78486,75380,69240,65089,63904,63928,63492,66252,69698,70066,70280,68534,65277,61369,57274,52793,52790,53422,54772,57882,60080,59268,62674,61729,59914,57318,54434,49235,48237,47728,49594,53806,60892,65053,67492,67028,62402,59608,55249,50750,48953,48549,49827,53320,58403,61671,65928,65302,61819,57012,51785,46311,45152,45151,46546,48804,53678,56430,57878,57237,53822,49875,44203,40000,39150,38079,38129,41213,44018,45958,47742,47172,44962,41651,37084,32867,31252,31330,32474,35752,39978,41852 10 | "Georgia","State","Georgia","All Homes",88366,90617,93459,97544,95152,97452,98729,94935,95089,93526,95260,95608,90237,94583,101507,102948,101308,100726,102090,98977,95124,79546,93800,87732,81397,81998,80387,76567,75117,74352,69960,64019,60292,56573,55866,53058,50027,50918,52674,53494,54684,54802,53113,56625,56934,57512,56860,54572,50872,51910,53132,55677,58118,60872,61344,61552,60930,60786,59395,57475,54189,53998,57366,61673,63092,65089,67020,67032,66165,65232,62344,58636,53430,52654,53966,55658,59000,62484,62486,61784,60828,59622,58317,55236,51786,51674,51123,50988,51546,52690,52982,52733,51674,50593,48855,46258,42879,42593,43263,44138,45862,46890,48094 11 | "North Carolina","State","North Carolina","All Homes",82093,86186,89977,95730,94490,98890,97181,94386,96542,96145,94156,91876,87560,89920,96719,101269,101814,105656,106312,105352,99202,97540,96212,91436,85597,87428,89626,87591,89410,88678,83430,79836,80996,79591,78038,73920,70073,72392,75671,77734,80486,80784,79246,79954,78850,78406,76798,73086,68469,68832,70481,74120,77531,79639,80191,79615,77794,74162,71411,66767,62242,61909,64946,58948,63926,64350,66226,66686,65648,63624,60143,57444,52900,54418,55334,58888,60336,62927,63265,62633,61153,59664,56022,52309,48713,48934,49199,49546,49505,51178,51845,51625,51520,51469,49524,45976,42416,42355,43371,44616,46872,47682,46680 12 | "New Jersey","State","New Jersey","All Homes",58905,60016,67626,70590,69068,70399,70592,70210,71742,71045,69246,66839,60510,63082,66042,72527,77590,78025,82132,81631,76785,75428,74819,69008,64236,64579,67260,66156,69927,70662,67794,66562,64412,61224,57606,52469,48978,50714,53118,54760,56612,58378,57116,56970,56006,55288,53416,49696,46321,47760,49986,54688,58097,61247,61858,62104,61268,61051,58576,54116,49689,50504,53872,55252,57953,64052,64545,63950,61503,61294,58256,53132,49241,50360,53397,57660,58671,60478,59999,58821,57693,56163,52381,47850,44874,46514,47441,48174,49825,50560,49974,48862,48099,46950,44920,40881,38227,39732,42032,44008,47085,48504,48408 13 | "Virginia","State","Virginia","All Homes",48802,50118,52319,55754,55504,57341,58901,56620,59278,57797,55994,55260,51014,53151,57947,57444,58886,60418,60921,60483,57948,55698,54564,50825,46770,47751,48822,47838,48478,49153,46979,45525,44484,43551,42020,38896,36788,38056,39805,40698,43221,44159,43876,44060,43883,44291,43282,40798,37573,38888,41267,44874,48519,51008,52036,51828,51520,50519,48143,44250,40816,41136,42500,45996,50466,52433,52816,52524,51706,50466,47415,42491,39036,39102,41343,45239,46747,48223,48478,47864,46633,45234,41743,38296,35514,36204,37798,39814,41140,42148,42458,42342,41676,39962,39907,36637,33131,33908,36557,38525,39267,38930,38905 14 | "Washington","State","Washington","All Homes",39472,39826,46858,49396,47660,49834,51730,51683,51397,49534,47500,44681,43492,44188,47958,48509,48804,50962,54356,54158,51467,49524,47979,43899,40730,39173,37012,34634,35745,37055,37806,37501,37525,34585,32284,27936,25735,27909,28642,29066,32021,33447,35074,36552,35932,34680,32204,29808,27006,27299,28218,30991,33918,36379,37403,38226,37595,35541,31804,27968,24882,24502,24866,26092,29156,30502,31120,31520,30032,27803,24904,21216,18492,18458,19485,21488,23838,26196,28018,29115,28244,26074,22375,18770,16326,15621,15049,15990,18273,20381,21672,22719,22228,21593,18983,15248,12799,12130,12591,13916,16370,18831,20652 15 | "Massachusetts","State","Massachusetts","All Homes",31018,34050,36278,38483,37776,39782,39224,38802,39208,40609,38806,35118,31269,31652,35293,41250,44491,44615,47629,47245,46218,45190,42436,37099,33632,33732,36450,37521,39557,39607,37808,37026,35884,34867,32234,27480,24336,25481,27281,29005,30208,27251,26123,27317,27448,27551,25340,22292,19693,20154,21226,24182,26804,29215,29376,29211,29414,28505,25706,21396,18954,18454,18293,21066,25426,27767,28155,28156,28397,28093,25805,21318,17822,17118,18387,19760,21222,22742,22480,22127,22240,21972,19796,16532,14686,14292,14555,15475,17494,18366,18263,18055,18810,18528,16815,13903,11733,11750,12230,13424,15792,17470,17612 16 | "Arizona","State","Arizona","All Homes",50420,51706,54427,54968,52275,53898,53706,53852,56716,59064,61658,62835,60078,61829,64084,60122,57872,57505,57401,54100,52840,50792,52164,50207,48988,45443,36816,35060,32760,32382,31826,32021,32699,33545,34427,33150,31980,32957,33696,32978,31923,30862,30434,31232,32278,34906,37270,37168,36709,39025,39890,40218,39946,39091,39314,38045,37708,38403,38808,37704,36440,37237,37062,36252,34688,34032,33480,32922,33157,35786,36114,32376,31428,32758,33103,33298,35714,35014,34029,33496,32879,33521,33968,32922,31920,32853,32735,32176,31276,29850,28870,28014,27976,28853,29240,27983,27227,28523,27872,27898,27378,26573,25794 17 | "Tennessee","State","Tennessee","All Homes",51326,53468,55245,57446,56022,58863,59790,59594,60231,59160,58156,57406,52250,59388,61166,63866,64700,66872,66474,69340,66146,64724,64204,60244,56108,55911,56458,55681,55604,56616,55362,55429,55431,52997,52060,49875,47354,49188,50888,52336,54495,54744,54297,54216,53540,52659,51206,49392,44947,45072,46086,48400,50138,51718,52227,51762,50866,49160,47396,44584,41992,42172,35933,29617,33344,35070,36152,37389,36703,35755,34132,32020,29600,30272,30842,32548,32912,34033,34736,34926,34616,33886,32325,30178,28218,28656,27855,27635,27498,28012,29910,30311,30250,29933,29602,28060,25935,25749,26242,26871,28151,29363,29810 18 | "Missouri","State","Missouri","All Homes",43266,45472,52358,56115,53377,53279,53403,53752,52993,52700,50820,48471,45152,46507,50106,52880,53440,55573,58028,58244,56492,55314,54595,49595,44404,45620,48552,48194,48651,48561,47912,47082,46169,44291,42645,39300,37183,38418,39534,40450,41938,42980,42829,43384,42953,42905,41732,39240,35479,36042,36976,39438,41040,42404,42835,43298,42527,41715,39904,36842,34130,33044,31336,34922,36630,38012,39897,39764,39038,38230,35543,33181,29888,29918,30887,32308,32605,34030,34492,34338,33453,32830,31380,29324,27265,27339,27245,28410,28955,29805,30542,30479,30308,29539,28121,26317,23973,23892,24872,25507,26780,28036,28517 19 | "Maryland","State","Maryland","All Homes",30967,30809,32899,34964,34316,35163,36287,34868,37085,37115,36462,36195,33911,35242,38794,37042,38514,39829,40656,38397,37104,36512,35141,32342,30304,29960,30414,29712,29432,29652,28526,27516,25176,24048,22945,20782,19295,20024,20485,21166,22381,22286,22273,22334,22496,23124,22798,21498,19977,20071,21081,24248,26118,28836,29479,29210,29154,29105,28024,25419,24133,23770,23657,26414,28501,29794,29740,29585,29909,29630,28108,24742,22744,22250,23538,25130,26063,27341,27500,27140,26744,26264,23901,21502,19976,19428,19542,20652,21643,22236,22410,22280,22522,22252,24476,22671,20356,20630,21994,23748,23620,22296,22230 20 | "Wisconsin","State","Wisconsin","All Homes",36576,37638,42007,44990,44921,44854,45512,45060,45672,44672,43167,42941,39778,42074,44722,47062,47470,51868,54731,56417,54521,52752,49782,45452,42392,42875,44789,45600,46393,48074,47598,46856,45991,43875,41059,37488,35535,36464,38048,40155,42566,44374,44287,45361,44812,43258,40494,36976,33744,34604,36298,39393,43290,45396,46970,47480,46608,44656,41798,37104,33900,34984,36716,33457,39644,41973,41788,41428,40102,37776,34196,31115,28162,28874,31070,33583,35745,38951,39644,39489,38454,36148,32299,28267,25003,26262,27635,29448,31474,32812,32850,32501,31646,30020,26821,23146,20520,20912,22704,24284,26253,27981,28940 21 | "Minnesota","State","Minnesota","All Homes",27290,27980,32034,33860,33726,35784,35740,35638,36342,35588,35168,33140,31216,31972,34047,34610,34367,36847,38134,36608,34972,33320,31482,27157,25497,25332,26424,25918,25899,26582,26464,25338,24904,23371,19522,18320,16794,17557,18519,19273,20922,22585,23396,24198,23926,23567,21870,19744,17648,17831,18738,20976,23013,26706,28012,29127,29010,30339,26609,22728,19828,20038,21216,22303,24934,25742,26041,26784,27974,26392,24218,20895,18296,18525,20795,22708,24493,26474,26972,26950,26278,25070,20669,17604,15533,15876,16590,17814,19261,20566,21002,21301,21819,21038,18362,15208,13186,13440,14381,15199,17103,19112,19983 22 | "Colorado","State","Colorado","All Homes",41864,43446,45873,48906,47984,49714,51260,50602,52108,51311,50148,48084,44602,46982,50097,49420,49516,52187,55590,54392,49648,46834,44991,41054,38312,38358,38150,35942,36916,38369,38196,37663,37256,35528,33158,29664,27982,29534,30966,31891,33452,35344,36526,36672,34712,33337,31953,28452,25731,25938,26829,28667,30769,33002,34870,34448,33473,30936,27631,24271,21796,22270,22798,21770,24242,26860,28672,29157,28741,27730,25468,21871,18002,17551,18378,19860,21544,25421,27736,28239,27465,25956,23290,20482,18416,18821,18727,18892,21336,22951,23066,23306,22716,21080,18587,16147,14747,14786,15830,16918,18794,20734,21764 23 | "Alabama","State","Alabama","All Homes",29763,30906,32227,34650,35776,36458,39118,37516,36567,35928,35573,34822,32484,34122,38288,38868,38064,38164,38759,39321,37830,37270,36794,34991,33176,33958,31517,30652,31239,31552,31105,30553,30820,30421,30334,29108,27921,29050,30300,30638,31390,32384,31713,31526,29077,27348,27396,26930,25464,25741,26832,28170,29224,29710,30013,31790,31934,31440,30722,29417,28347,29004,30145,29538,31548,32564,32797,33016,31871,30890,29822,28265,26730,27268,27985,29100,29905,30649,30852,30646,31118,30282,29556,28212,26998,27597,27381,27290,28511,28194,28549,28302,28096,26669,26139,24968,23789,23876,24448,25240,25719,25950,25997 24 | "South Carolina","State","South Carolina","All Homes",45004,48309,50068,50815,48818,50703,50677,49056,49163,46410,46082,46300,44882,45800,47624,48625,48749,50131,52850,53081,50202,48768,49351,45560,43337,45580,46316,45525,45517,44971,43572,42745,42508,41373,40432,38876,37706,39082,41266,42324,42912,43675,42613,42492,41974,41789,40984,40026,38010,39636,40444,42363,43444,43705,43472,42240,42700,41863,41265,39568,37714,38039,36388,34294,33982,36354,37106,37734,37307,36286,33630,33223,31345,31858,32287,32944,33181,33857,33992,33567,33004,32395,31403,30438,29444,30330,30672,30769,30652,30320,30432,30119,29681,29478,29006,27758,26617,26874,27437,27680,27935,27996,27730 25 | "Louisiana","State","Louisiana","All Homes",15630,16328,16232,16277,16014,16693,18246,17958,17898,17448,17179,16877,16516,17094,17192,17608,17328,17758,18516,18427,17522,17318,17659,16824,15892,16111,16484,15212,15286,15696,15004,15056,15142,14832,15098,13843,13347,14245,14170,14090,14359,14596,14351,14738,14626,14515,14536,14008,13261,13319,13454,13846,14640,14654,14680,14738,14478,14261,14107,13698,12835,13110,13360,13654,14272,14595,14615,14923,14699,14413,13785,13185,12323,12795,13299,13572,13994,14538,15426,15559,15028,14966,14961,14184,13828,15276,15581,15846,17864,18275,18766,18972,19411,19366,19317,18832,18356,18502,19304,19696,20260,20806,20796 26 | "Kentucky","State","Kentucky","All Homes",21214,21349,21648,22880,22210,22605,23849,24612,25004,24588,24396,23786,22345,23065,24025,25370,26358,26954,27542,27610,26808,27134,26535,24187,22813,23110,23429,23334,23777,24950,24592,24501,24610,24078,23380,22698,21595,22028,23450,24113,25037,25334,24905,25023,24770,24529,23628,22251,21036,20712,20862,22037,22944,24023,24708,24964,24840,24421,23419,22155,20718,20412,20082,19730,20566,21852,22150,22130,21905,21279,20028,18466,17102,16768,17071,17776,18246,18805,19362,19483,19232,18794,17959,16666,15598,15940,15748,15569,15654,16509,16681,17040,17051,16983,16641,15370,14079,13866,14026,14311,15270,16058,16487 27 | "Oregon","State","Oregon","All Homes",25481,25751,29536,30518,29372,30495,31895,32034,31403,30096,29016,28142,26026,26702,28641,29082,28463,29577,31628,32186,29849,29052,28959,27193,25340,25090,24061,22372,22870,24094,24087,23474,23218,21786,19992,17982,16522,17472,18024,18742,20093,20876,21473,23038,22818,21794,20218,18763,16627,16710,17290,18773,21546,23076,23721,24268,23883,22536,20218,17997,16186,15867,16544,16791,18787,19914,20510,21143,20682,18796,17141,14946,12866,12620,12896,13777,14944,16566,17873,18634,18107,17002,15464,13790,12246,11716,11674,12252,13258,15075,16398,17465,17252,16365,14585,12746,11277,11052,11808,12694,14164,15762,16739 28 | "Oklahoma","State","Oklahoma","All Homes",20993,21264,22243,22662,21884,21874,22684,22662,24755,24408,25074,25275,24673,24526,24616,25368,24686,25560,27084,26142,25258,25136,25001,24067,21070,21404,21644,20970,21666,22786,21236,20495,20990,20456,20243,19368,18726,18916,19094,19552,19939,20296,20349,20386,20035,19571,19140,18250,17271,17296,17341,17832,18738,19180,19557,19693,19828,19280,18586,17388,16860,17068,17164,16270,17580,17798,18431,18964,19147,19120,18952,18226,16727,17608,18519,19646,19218,19785,20508,20717,20471,20142,19191,18564,17779,18956,20085,19766,19512,20208,20804,20921,20768,20220,19956,18938,18040,17680,17945,18224,18869,19660,19892 29 | "Connecticut","State","Connecticut","All Homes",21606,22602,24089,25715,25873,26725,26751,25878,25522,24959,24946,23950,23338,23278,24984,27737,29532,30388,32737,33222,32036,31580,30111,27229,25180,25453,28668,29900,31385,32329,31361,29984,29248,26646,24679,22144,20296,21038,22083,23692,25298,26180,25980,25860,26112,25555,24326,22200,20275,20573,21501,23712,27229,28920,29201,29156,28736,28077,27130,22895,21832,21373,21437,23569,25880,27696,28092,28354,27877,27016,24654,21867,19114,18953,20166,22186,23425,24426,24308,24199,23290,22648,20685,18642,17322,17025,17565,18514,19860,20672,20290,22944,22284,21792,20274,17777,13851,14134,15063,16128,17785,18703,18895 30 | "Iowa","State","Iowa","All Homes",11640,11856,12979,13474,13576,13705,14636,14475,15777,15728,15576,15538,14904,15472,16946,17440,18188,18639,19068,19456,18905,18510,18192,16720,15792,15997,16375,16985,17123,18026,17772,17561,17526,17286,16404,14700,13987,15027,15274,15860,16527,16906,16873,17101,16898,16546,16032,14802,13587,13628,13758,14854,15644,16290,16545,16623,16706,16437,15641,14346,13502,13478,13607,10945,12226,12881,12960,13308,13564,13583,12905,12011,11007,10868,11109,11934,12396,13042,13472,13793,13673,13613,13259,12704,11908,12059,12042,12292,12321,12423,12636,12752,13748,13501,12713,11940,11199,11097,11404,11791,12296,12910,13014 31 | "Mississippi","State","Mississippi","All Homes",12768,13268,13600,13852,13654,13740,14526,14037,13888,14488,14048,13674,12808,13953,14534,14827,14662,14541,14484,14627,13494,13746,13421,12472,11678,12637,12965,12438,12429,12860,12546,11884,11780,11651,12592,12510,11922,12376,13021,13002,13322,13600,13602,13614,13662,13507,13219,12864,12043,11742,11826,12278,12730,12918,12874,12955,12982,12925,12866,12573,12072,12318,12726,9640,10168,10514,10743,11018,10853,11630,12180,11617,10861,11036,11406,11944,12226,12525,12770,12845,13256,13280,13039,12682,12232,12706,12397,12367,12227,12034,12388,12488,12230,11970,12255,11499,11196,11148,11330,11756,12126,12200,12380 32 | "Arkansas","State","Arkansas","All Homes",17414,17684,18304,18330,17980,18668,19678,19341,19057,18880,19088,17987,17806,19779,20163,20832,20541,20423,21423,21334,20269,20061,20146,19282,18236,18293,18721,18696,19079,19880,19410,19522,19744,19944,19918,19036,18079,18472,19054,19739,20402,21170,21071,19803,19804,20466,20398,19738,18668,18981,19004,19795,20402,19789,20074,20270,20234,20518,20083,19512,18590,18992,18790,14657,15414,15872,17705,17838,17197,17290,17142,16355,15896,16492,17134,17594,17970,18682,19172,19047,18578,18330,17750,17080,16320,16652,16605,16728,15348,16322,16739,17074,16893,16289,15994,15400,14513,14629,14763,15490,16019,16546,16879 33 | "Kansas","State","Kansas","All Homes",15078,15188,17048,17611,17284,18489,18820,18437,18769,18224,17104,16544,15619,15592,17044,17816,17503,17619,18316,18036,17493,17204,16717,15156,14371,14525,15317,15141,14202,14045,13753,13741,13340,12843,12458,11308,10956,11415,11683,11960,12338,12508,12575,12524,12337,12170,11726,11041,10221,10176,10488,11228,12382,12667,12797,12414,12326,12303,11685,10511,9978,10114,10334,9450,10713,11174,11384,11554,11368,11339,10908,10115,9048,9148,9640,10277,10764,11415,11772,11791,11740,11483,11068,10232,9690,10026,10184,10856,10999,11290,11403,11341,11508,11414,10927,10174,9452,9282,9685,10048,10537,11078,11042 34 | "Utah","State","Utah","All Homes",16644,16219,17277,17779,16567,17034,16512,16118,16989,16844,16128,17095,16618,17662,19084,18746,18544,18804,19795,19386,18494,18022,17730,16686,16041,15507,14830,13363,13590,13922,13576,13501,13394,12656,12098,10915,10291,10594,11122,11368,12361,12964,13328,14120,14071,13995,13690,13200,12535,12767,13184,14188,14764,15473,15984,15760,15472,15045,14032,12890,12223,12252,12070,9479,9703,9970,9970,10126,10149,9958,9253,8282,7444,7992,8313,8567,8548,9958,10552,10895,10618,10174,9467,8672,7802,7762,7670,7368,7547,8134,8348,8940,9198,9029,8410,7651,7144,7356,7842,8246,9230,9962,10432 35 | "New Mexico","State","New Mexico","All Homes",11823,11933,12259,12398,12212,12632,13358,13280,13485,13306,12990,12980,12732,13140,13935,14140,13810,14156,15081,15592,15013,14985,14771,13916,12958,12669,12630,12110,12490,13095,13036,13077,13653,13329,13022,12222,11454,11850,12438,12845,13409,13946,14473,14926,14598,14307,13782,13150,12376,12404,12514,13410,14090,14650,14989,15192,14866,14485,13766,12585,11903,11769,11840,12252,12934,12860,13524,13394,12859,12355,12434,12003,11214,11249,11346,11871,12294,12739,13224,13347,13149,12684,12159,11489,10897,10875,10785,11118,11538,12134,12330,12413,12326,11982,11496,10770,10006,9600,9652,9717,10051,10510,10678 36 | "West Virginia","State","West Virginia","All Homes",7086,7068,7075,7600,7368,7400,7346,7226,7433,7292,7029,7128,6836,7391,7725,7840,8182,8556,9330,9701,9252,8653,9320,8834,8146,8316,8500,8235,8133,8312,8417,8329,8667,8306,8030,7437,7120,7390,7594,7698,8067,8699,8899,8809,8576,8518,8234,7834,7506,7497,7550,8189,8688,9329,9677,9786,9782,9467,9177,8351,7871,7996,8022,8382,8808,9414,9609,9827,10108,9922,9398,8551,8086,7964,8039,8596,8990,9883,10208,10630,10573,10361,9914,9490,9154,9235,9227,9323,9685,9957,10124,10326,10292,10096,9987,9392,8695,8630,8902,9094,9447,9719,9732 37 | "Nebraska","State","Nebraska","All Homes",5922,7138,6907,7156,7080,7390,7650,7657,7860,8090,8668,7810,5890,6420,7539,7570,7755,7968,8257,8217,7858,7748,7500,6608,6244,6135,6267,6193,6232,6490,6444,6430,6396,6323,6017,5496,5105,5179,5466,5424,5589,5793,6878,6968,6898,6819,6796,6021,5642,5583,5662,5916,6044,6302,6461,6602,6568,6557,6274,5781,5334,5184,5235,4517,4802,5228,5778,5821,5868,5854,5726,5130,4738,4744,4761,4976,5108,5402,5508,5687,5709,5610,5324,4812,4468,4588,4529,4444,4381,4546,4798,4838,4968,4916,4813,4445,4123,3871,3898,4086,4422,4816,5063 38 | "Idaho","State","Idaho","All Homes",14300,14896,15317,15880,15284,15492,15870,15682,15941,15244,14602,14125,13814,13914,14725,15055,15057,15724,17086,17900,17202,16294,15943,15418,13984,13868,13858,13288,13714,14268,14684,13730,14054,13393,12790,11806,10734,10870,11137,11768,12590,13494,14001,14658,14424,14046,13250,12446,11424,11451,11874,12252,14064,15094,15703,15622,15129,14770,13586,12512,11522,11516,11684,12001,12451,13861,13939,14018,13473,12566,11184,9991,9260,9220,9649,10210,10851,11942,12659,12990,12452,11630,10192,9276,8226,8014,7977,8091,8566,9300,9738,10169,10061,9572,8543,7700,6689,6501,6720,6750,7237,7992,8266 39 | "Hawaii","State","Hawaii","All Homes",6396,6469,6611,6210,5694,5420,5124,4892,4997,5082,5046,5175,4896,5326,6112,6523,6520,6883,7816,8429,8010,7928,8678,8514,8190,8246,8240,7870,7679,7788,7684,7247,6720,6535,6335,6056,5881,6396,6358,6190,6162,6338,6161,6010,5838,5682,5836,5800,5785,6046,6247,6263,6216,6237,6334,6362,6300,6142,6136,6136,6152,6266,6475,6023,7122,7618,8098,8026,7488,7607,7822,7726,7590,7798,8063,7960,7901,7938,7887,7965,7658,7556,7543,7549,6936,7545,7108,6816,6637,6568,6574,6480,6368,6258,6288,6172,6134,6289,6497,6442,6430,6506,6575 40 | "Maine","State","Maine","All Homes",12438,13281,13249,13507,13458,14321,14514,14681,14549,14069,13198,12797,11541,11776,11953,12798,13478,15291,17300,18245,17442,16904,16621,15572,14436,14044,14206,13884,14958,15925,16172,16271,11752,11613,10894,9567,12107,12231,12548,13078,14066,14684,15052,15296,15154,14719,13705,12702,11503,11268,11326,11855,13408,14557,15362,15490,15258,14788,13638,12245,11581,11422,11226,8656,12570,13782,15281,17341,14449,13595,12514,11201,10062,9688,9652,10114,10448,11673,12025,11827,11352,10812,9923,8954,8246,7998,7739,7858,8436,9162,9535,9763,9599,9116,8419,7566,6822,6436,6485,6624,7267,8100,9542 41 | "New Hampshire","State","New Hampshire","All Homes",10771,10720,11806,12466,12192,12485,12673,13105,13461,12722,12424,11148,10119,10491,10888,11782,12166,13971,15678,16496,15526,14976,13945,12539,11295,11243,11654,12020,12663,13536,13479,13226,13211,12723,11867,10522,9514,9936,10358,11034,12343,13106,13137,13231,12946,12368,11196,10022,8860,7665,8381,9391,11045,12191,12801,13004,12976,12408,11216,9708,8687,8575,8948,10142,11648,13036,13626,13243,12909,12262,10973,9373,7722,7408,7593,8184,8790,9671,9752,9647,9244,8607,7809,6926,6095,5837,5777,5968,6589,7103,7440,7644,7491,7138,6480,5380,4589,4298,4396,4760,5462,6228,8922 42 | "Rhode Island","State","Rhode Island","All Homes",4907,5054,6720,6858,6882,7191,7272,7001,6823,6962,6915,6576,6112,6030,6861,7690,8154,8301,9020,8743,8576,8444,8104,7504,6886,6839,7097,7106,7439,7614,7248,7050,6952,6681,6232,5678,5268,5350,5594,5952,6384,6384,6252,6338,6270,6112,5766,5262,4721,4772,5110,5616,6184,6472,6718,6716,6619,6445,6053,5323,4839,4664,4532,5549,5952,6180,6318,6287,6090,5406,5044,4750,4423,4342,4547,4730,5035,5351,5440,5445,5380,5198,4780,4133,3781,3828,3949,4060,4376,4674,4615,4653,4597,4493,4200,3590,3085,3055,3194,3432,3971,4474,4608 43 | "Montana","State","Montana","All Homes",4440,4508,4826,5138,5184,5573,5728,5802,5507,5288,5366,5517,5884,6158,6791,7086,7624,8576,9476,10138,9864,9500,9459,8706,8001,7993,7859,7760,8033,8452,8618,8632,8354,7818,7206,5555,5782,6601,6928,8057,8354,7436,7535,7564,7344,6989,6619,6268,5559,5538,5504,6264,6683,7371,7813,7954,7808,7402,6788,6071,5732,5668,5772,5600,6540,7006,7150,7260,7012,6658,6611,6380,5853,5952,6258,6617,6668,7630,7885,7845,7638,7246,6744,6272,5851,5886,5828,5978,6352,6732,6972,7065,6968,6572,6084,5668,5145,5110,5212,5232,5545,5806,5860 44 | "Delaware","State","Delaware","All Homes",6214,6334,6802,7114,6912,7059,7060,8156,8702,8548,8351,8379,7850,8192,9028,9140,9175,9508,9966,9769,9303,9192,9250,9078,8570,8454,8310,8228,8376,8354,7844,7503,7720,7704,7373,6724,6410,7074,7346,7550,7515,7514,7084,7096,7102,6985,6870,6524,6165,6248,6324,6888,7253,7468,7589,7518,7484,7492,7205,6620,6334,6345,6364,5315,5840,6008,6187,6368,7566,7516,7221,6804,6458,6477,6688,6841,6954,7180,7255,7292,7310,7237,7033,6442,6182,6288,6248,6340,6358,6337,6301,6050,5978,5984,5941,5426,5011,4942,5064,5200,5353,5338,5319 45 | "South Dakota","State","South Dakota","All Homes",2900,2999,3428,3632,3626,3783,3894,3923,3844,3802,3666,3502,3734,3124,3736,3939,4116,4406,4915,5075,4795,4648,4117,3790,3532,3557,3664,3686,3898,4047,4035,4067,3922,3731,3436,3318,2864,3046,3242,3320,3601,3796,3887,3977,3846,3598,3322,3090,2768,2804,2838,3212,3966,3982,3696,3560,3575,3528,3360,3189,2838,2854,2967,2809,2915,2812,2762,2852,2813,3302,3121,2599,2624,2792,2966,3248,3482,3638,3724,3717,3569,3328,3147,2841,2600,2681,2812,2932,3097,3316,3343,3428,3394,3378,3205,2936,2696,2747,2856,2965,3244,3324,3425 46 | "Alaska","State","Alaska","All Homes",2744,2766,3062,3134,3306,3587,3726,3814,3828,3632,3346,3164,2872,2980,3421,3672,4088,4494,5232,5325,4790,4560,4323,3781,3454,3533,3606,3589,3886,4323,4524,4592,4556,4138,3856,3412,3151,3350,3622,3832,4128,4622,4907,4945,4610,4174,3652,3155,2733,2736,2831,3127,3378,3744,3950,3944,3738,3480,3168,2882,2571,2597,2938,3292,3406,3686,3868,3946,3770,3426,3083,2779,2514,2830,3007,3352,3624,4062,4180,4221,4038,3650,3287,2942,2717,2724,2754,3104,3401,3572,3658,3939,3952,3556,3308,2925,2665,2697,2908,3122,3402,3797,4030 47 | "North Dakota","State","North Dakota","All Homes",1372,1590,1504,1450,1460,1528,1610,1644,1656,1626,1564,1551,1424,1467,1509,1632,1674,1798,1889,1952,2020,1944,2037,1873,1654,1566,1546,1278,1377,1462,1504,1578,1681,1661,1657,1402,1260,1238,1252,1211,1146,1321,1188,1349,1453,1508,1431,1288,1163,1170,1214,1260,1418,1479,1489,1614,1689,1798,1751,1497,1356,1361,1452,1645,1782,1808,1946,2056,2147,2152,2062,1941,1814,1968,2153,2264,2610,2853,3106,3172,2948,2901,2808,2572,2404,2562,2723,2868,3177,3394,3704,3667,3748,3707,3541,3368,3031,3096,3173,3300,3589,3805,3804 48 | "Vermont","State","Vermont","All Homes",4114,4190,4505,4708,4770,5025,5169,5282,5290,5054,4838,4696,4484,4806,4691,5012,5152,5953,6965,7679,7314,7226,7102,7200,6944,6875,6940,6872,7286,7548,7718,7869,8163,7992,7508,7062,6780,6812,6852,6962,7329,7870,7967,8172,8146,7975,7384,6886,6551,5821,6226,6610,7274,7853,8349,8741,8649,8459,7817,7289,6980,6918,7280,7464,7498,8156,8733,8882,8694,8420,7901,7323,6557,6426,6309,6474,6647,7328,7560,7618,7433,7118,6513,6192,5866,5798,5753,5670,5806,6170,6362,6399,6316,6068,5617,5150,4755,4568,4620,4647,4872,5345,6276 49 | "District of Columbia","State","District of Columbia","All Homes",1930,1917,2108,2294,2199,2254,2237,1808,1988,2421,2403,2323,2020,2106,2296,2310,2390,2578,2562,2446,2362,2364,2343,2118,1822,1907,1897,1802,1764,1757,1646,1578,1401,1345,1282,1061,920,958,937,1086,1187,1067,1027,1007,1038,1195,1214,1099,911,915,908,1073,1128,1269,1249,1172,1239,1365,1274,1037,916,928,960,1196,1236,1291,1249,1208,1302,1456,1456,1165,1033,1024,1106,1225,1286,1344,1286,1153,1268,1310,1268,1148,1040,1091,1093,1112,1219,1328,1228,1118,1293,1427,1742,1554,1300,1316,1408,1540,1576,1456,1455 50 | "Wyoming","State","Wyoming","All Homes",2138,2213,2355,2578,2607,2751,3024,3084,3105,3056,3005,2837,2722,2938,3873,3991,4158,4572,5316,5721,5439,5246,5137,4689,4317,4385,4396,4190,4384,4636,4683,4775,4808,4435,4486,4224,3879,3912,4006,4012,4072,4327,4409,4418,4310,4029,3786,3529,3263,3216,3279,3553,3785,3958,4089,3420,3418,3233,3173,3019,2762,2858,3020,3203,3542,3697,3942,4174,4035,3888,3730,3372,3106,3414,3795,4048,4182,4572,4797,4963,4836,4664,4372,4054,3738,3724,3775,4014,4530,4852,5024,5158,5068,4714,4409,3992,3716,3650,3746,3956,4191,4394,4354 51 | -------------------------------------------------------------------------------- /data/Inventory/InventoryMeasure_SSA_State_Public.csv: -------------------------------------------------------------------------------- 1 | "RegionName","RegionType","StateFullName","DataTypeDescription","2010-01","2010-02","2010-03","2010-04","2010-05","2010-06","2010-07","2010-08","2010-09","2010-10","2010-11","2010-12","2011-01","2011-02","2011-03","2011-04","2011-05","2011-06","2011-07","2011-08","2011-09","2011-10","2011-11","2011-12","2012-01","2012-02","2012-03","2012-04","2012-05","2012-06","2012-07","2012-08","2012-09","2012-10","2012-11","2012-12","2013-01","2013-02","2013-03","2013-04","2013-05","2013-06","2013-07","2013-08","2013-09","2013-10","2013-11","2013-12","2014-01","2014-02","2014-03","2014-04","2014-05","2014-06","2014-07","2014-08","2014-09","2014-10","2014-11","2014-12","2015-01","2015-02","2015-03","2015-04","2015-05","2015-06","2015-07","2015-08","2015-09","2015-10","2015-11","2015-12","2016-01","2016-02","2016-03","2016-04","2016-05","2016-06","2016-07","2016-08","2016-09","2016-10","2016-11","2016-12","2017-01","2017-02","2017-03","2017-04","2017-05","2017-06","2017-07","2017-08","2017-09","2017-10","2017-11","2017-12","2018-01","2018-02","2018-03","2018-04","2018-05","2018-06","2018-07" 2 | "California","State","California","All Homes",140751,139753,140184,140037,138095,137527,138331,139965,143296,147071,150435,152683,153549,157250,162357,162227,159132,158249,158590,156494,152157,148783,146646,143180,137992,130712,120328,110798,104457,98075,91130,85903,81654,77243,74051,72725,72432,71899,70660,69498,68224,66006,65025,66739,68740,69912,71069,72282,73197,74525,76899,79767,82276,84166,84713,84172,84344,85008,84417,82719,80915,78691,77130,77536,78692,79317,79497,79524,79201,78302,76768,74113,71487,71120,72732,74492,75556,77251,79526,79656,77506,75027,72756,70878,69500,67878,65803,64261,63236,61347,59108,58195,58107,57702,57337,58025,59657,61000,62015,63634,65589,67048,68173 3 | "Texas","State","Texas","All Homes",159759,160721,163291,164000,160783,158526,160343,165024,168489,168499,169335,171001,171540,171160,171360,172849,173909,175723,172834,161914,153403,151146,149520,146311,142845,139837,135530,130958,128829,126492,122747,120334,119159,117631,115694,114219,113822,114373,114777,114225,112615,109362,106641,105932,104902,103193,101881,100931,100041,99247,98816,98767,98477,97911,97722,97975,97988,97354,96361,95573,95127,94292,92598,91001,89919,88693,88868,90564,91894,92507,92463,91737,90221,89289,89593,89457,89153,90046,91525,92667,93464,94002,94195,94783,95872,95885,94700,94045,94672,95777,97684,99614,99476,98652,98279,97666,96492,95238,95200,96519,98283,99485,99684 4 | "New York","State","New York","All Homes",98802,100255,102298,100311,95606,93280,91827,90456,90884,92286,94186,96142,97128,98126,101272,106209,110397,114000,118546,121392,120725,120298,121428,121039,118670,116632,114197,111189,109478,107090,103512,101085,100023,98474,95751,93656,93276,93568,93207,91676,89125,86404,84578,83860,83577,83487,83676,83788,83757,83379,82626,82658,83297,83858,84328,84474,84202,83313,82061,81119,80618,79804,79562,80914,82995,84845,85453,84787,83697,82646,81388,79807,78396,77423,77160,77113,76359,75331,74315,73402,73022,72620,72264,72652,72691,71139,68239,65422,63672,62363,61401,61115,61409,61839,61922,61954,62372,62700,62169,61532,61633,61926,62149 5 | "Florida","State","Florida","All Homes",233036,232125,237664,242263,242333,244109,246070,248060,252695,256132,258331,260683,260384,259957,260180,255868,248681,248878,253350,250613,244232,241034,237437,229874,222807,215963,203381,190456,184540,180033,174788,171856,168074,162885,158455,154977,154400,157077,158646,156666,153370,148379,142751,141717,144497,147927,151288,153321,153461,153925,157096,161763,165281,166575,165520,163606,162422,160898,158476,156697,155322,150041,142294,140568,142566,142462,142775,143476,142509,140422,138723,137617,136392,137172,140972,145046,146931,147075,147280,147381,146482,144801,143278,143288,144573,144799,143512,141731,139734,138035,136737,135007,132590,131109,131058,131628,132002,132174,133907,136128,136712,136487,136509 6 | "Illinois","State","Illinois","All Homes",83406,84640,86657,87056,85405,84866,85395,85048,84428,84017,84788,86695,87841,89112,90818,90823,89741,89322,89495,89392,88994,88714,88075,86944,85675,83688,81096,79257,78354,76936,74452,70915,66602,63868,62873,62127,61995,61815,60868,59962,58447,55875,54426,54921,55815,56220,56416,56658,56589,56072,55570,56011,57690,59345,60226,61002,61868,62077,61569,61158,61041,60906,61016,61562,62224,62408,61956,61725,61962,61924,61181,59978,58860,58114,57759,57651,57684,58262,58816,58511,58093,57884,57743,57427,56707,55871,54828,53580,52531,51833,51595,52225,53226,53406,52753,52045,51632,51523,51580,51619,51768,52173,52469 7 | "Pennsylvania","State","Pennsylvania","All Homes",66603,68401,71957,73523,71942,70682,70728,71472,72627,73518,74929,76819,77975,79112,80475,80970,80968,82287,84336,84177,82519,81551,80843,79762,78492,77131,75216,72894,71389,69847,67303,65793,65737,65651,65018,64576,65448,66648,67040,67141,67075,66357,65432,65159,65241,65262,65479,65776,65427,64258,64061,66088,67958,68269,68402,68557,68216,67627,67007,66363,65602,64552,62892,61657,62412,64147,65192,65112,64604,64075,63178,62162,61555,61474,61636,61392,60576,59880,59248,58433,57741,57276,56857,56541,56388,55712,54188,52702,51741,50939,50295,49976,49927,49947,50019,50163,49942,49256,48636,48038,47021,45744,44743 8 | "Ohio","State","Ohio","All Homes",56571,57987,61596,65590,66663,66251,66520,66929,67164,66932,67292,68156,68229,69948,73124,73757,72468,71704,71105,69808,68604,68030,67106,65840,65074,64045,62099,60114,58843,57712,56239,54928,54118,53967,53966,53946,54734,55686,55634,55266,55185,54681,53629,52866,52571,52385,52419,52639,52267,51030,50126,50538,51328,51768,52245,52523,52390,52036,51481,51093,50913,50152,48913,48359,49066,50148,50474,50200,49955,49781,49275,48531,47883,47038,45924,44921,44323,44090,44321,44969,45060,44289,43372,42993,42951,42379,41161,39690,38269,37328,36935,36805,36807,36849,36951,37016,36775,36156,35405,34808,34326,33864,33573 9 | "Michigan","State","Michigan","All Homes",84535,85641,86782,85650,82564,80780,80319,79078,78334,78962,79696,80287,80983,81445,81713,81414,80122,78897,78026,76539,75007,74336,73566,72329,71375,70510,69289,68175,67627,66690,64870,63183,62044,61035,60196,59738,59495,59420,59369,59356,58941,57058,55085,54781,55127,55430,56010,56377,55916,55016,54399,54603,55914,57879,59321,59779,59346,58377,57883,57700,57076,56054,55207,54957,55196,55707,56618,57651,57827,56896,55498,54166,53040,52266,51876,51476,51013,50938,50803,50234,49671,48999,47974,46985,46494,45962,44808,43675,42745,41613,40608,39978,39810,39929,39827,39571,39182,38584,38117,37866,37635,37218,36602 10 | "Georgia","State","Georgia","All Homes",93724,93983,94794,95261,94540,94421,94448,93648,93942,94833,95460,96083,96530,98535,101301,101642,99856,98459,97935,96437,91321,87310,89185,89572,87028,84844,81141,76750,73635,70703,66501,62119,59245,57429,55697,54881,54932,54695,54048,53477,52921,51666,51321,53212,55610,56903,56622,56098,56033,55692,55388,55858,56877,57692,58182,58590,59331,59784,59263,59011,58953,58734,59756,61395,62073,62537,63434,63965,64232,63812,62017,60101,58511,57116,56433,56741,58021,59149,59196,58788,58664,58441,57649,56978,56611,55576,53719,51944,50748,50039,49716,49537,49448,49132,48350,47889,47659,46915,45923,45242,44809,44519,44493 11 | "North Carolina","State","North Carolina","All Homes",90338,91223,92762,93816,93598,93549,92975,92347,93396,94313,94512,94882,95165,96133,98515,100207,100434,101117,101983,100716,97734,96124,95734,94638,93401,92616,90991,88600,86666,83876,79924,77619,77675,77978,77722,77367,77376,77680,77920,78186,77976,76823,75951,76006,76179,76385,76467,76101,75335,74158,73668,74584,75528,75927,76125,75728,74356,72504,71007,69900,68761,67702,65472,62385,61301,61575,62188,62708,62313,61267,60308,59962,59732,59151,58861,59217,59318,59404,59437,58789,57962,57026,55885,55235,54913,53807,52132,50387,48719,48042,48063,47988,48281,48836,48961,48822,48480,47470,46389,45891,45385,44417,43392 12 | "New Jersey","State","New Jersey","All Homes",66885,67724,69655,69682,67476,66051,65781,66420,67901,68822,69454,69836,69420,69248,70133,72423,74151,74878,76303,76266,74357,73650,73877,73249,72183,71219,69544,67666,66910,65695,63517,62043,60834,59131,57580,56849,56890,56887,56217,55214,54372,53521,52681,52473,52741,53005,53333,53769,54070,53902,53945,54871,55849,56478,57025,57539,58091,58488,58491,58131,57477,56991,56677,56105,56658,58566,59593,59243,58745,58585,58150,57427,56887,56591,56965,57384,56761,55869,55203,54637,54287,53593,52613,52220,52388,52048,50637,48944,47501,46205,45236,44766,44695,44712,44836,45203,45599,45614,45185,44834,44594,44117,43716 13 | "Virginia","State","Virginia","All Homes",54646,54618,54930,55130,54489,54368,54643,54857,55764,56184,56490,57211,57388,58154,58987,58253,57359,57234,57351,56904,55486,54406,54133,53603,52852,52173,50735,48590,46922,45488,43782,42510,41916,41783,41824,42033,42521,42683,42137,41505,41231,40856,40555,40754,41350,42258,43096,43542,43676,43769,44241,45339,46610,47604,48234,48496,48591,48443,47934,47333,46763,46057,45736,46691,48225,49045,49181,49050,48790,48240,47091,45821,44941,44346,44492,45087,45127,44973,44823,44333,43730,42901,41877,41427,41429,41170,40675,40094,39445,39032,38902,38790,38510,38538,39217,39553,39274,39158,39196,38679,37379,36070,35436 14 | "Washington","State","Washington","All Homes",44776,45996,48840,49933,48560,47699,47503,47199,47124,47148,47256,47784,48570,49482,50326,50104,49196,49190,49701,49080,47733,47243,47283,46820,45739,43574,40198,37220,35724,34816,33763,33092,32811,32317,31682,31137,31380,32119,31981,31595,31615,31384,31239,31479,31699,31841,32074,32334,32277,32046,32277,33112,33828,33896,33540,33260,33066,32484,31571,30760,30048,29330,28791,28726,28778,28190,27241,26414,25616,24935,24455,24034,23641,23412,23549,23839,23915,23927,24002,23963,23638,22935,22113,21627,21241,20374,19297,18623,18307,18032,17765,17653,17879,18312,18402,18134,17731,17164,16728,16529,16451,16516,16528 15 | "Massachusetts","State","Massachusetts","All Homes",37725,38675,39165,38213,36926,36594,36367,35995,36401,37293,37874,37838,37317,37280,38805,41093,42228,42807,43893,44062,43141,42223,41305,40284,39467,39189,39014,38349,37621,36631,35180,33903,32815,31903,31188,30529,30255,30420,30324,29590,27805,25224,23844,24020,24316,24387,24566,24942,25190,25055,24848,24945,25468,26203,26465,26280,25994,25428,24721,24293,24025,23194,22203,22426,23755,24902,25279,25225,25122,24979,24612,23900,22960,22165,21606,20854,20180,19985,19724,19280,19006,18862,18844,19153,19418,18973,17929,16876,16200,15835,15517,15340,15407,15523,15811,16308,16590,16352,15639,14901,14664,14824,14892 16 | "Arizona","State","Arizona","All Homes",50340,51254,53143,54138,54120,54572,55117,55923,57384,58672,59879,60646,60527,61175,61802,60502,59047,58641,57887,55974,53429,51199,49953,49263,47788,43422,37815,34846,33878,33346,33252,33469,33507,33102,32542,32121,31964,32205,32677,32805,32453,31927,31900,32555,33412,34408,35424,36192,36938,38006,39145,39952,40212,40156,40014,39469,38676,37921,37325,36967,36619,36385,36286,35865,35192,34742,34486,34275,34453,34814,34052,32483,31770,31973,32462,33590,35094,35530,35096,34603,33887,33095,32615,32436,32246,32085,32023,31791,31239,30492,29817,29323,28888,28358,27884,27675,27644,27570,27447,27430,27342,27057,26730 17 | "Tennessee","State","Tennessee","All Homes",55941,56283,57242,57583,56930,56981,57254,57123,57410,57652,57866,57919,58520,60928,63327,64515,64939,64871,65059,65149,64178,63387,62946,61756,60223,58952,58099,57044,55844,54735,53483,52737,52388,51765,51297,51253,51445,51962,52890,53851,54099,53338,52235,51416,51032,50832,50560,50059,48947,48054,48571,49746,50299,50305,49892,49033,48191,47391,46482,45833,45405,43272,38111,33697,33146,33870,34175,34324,34163,33793,33300,33034,32959,32888,33352,33854,33499,32989,32662,32250,32033,31848,31415,31242,31324,30948,30241,29342,28112,27467,27621,27659,27704,28075,28505,28881,28859,28485,28534,28767,28640,28328,27978 18 | "Missouri","State","Missouri","All Homes",49320,50857,53684,54695,53076,51413,50726,50506,50518,50485,50367,50486,50765,51253,52059,52607,52919,53753,54743,54782,54031,53593,53168,51755,50377,50206,49942,48756,47650,46543,45152,44090,43309,42494,41838,41718,42207,42450,41822,41159,41083,40846,40313,40178,40417,40740,40969,40898,40539,40097,39821,39996,40360,40380,40178,40048,39877,39559,39115,38793,38356,36758,35156,35322,36013,36414,36784,36709,36385,35851,35132,34727,34386,33924,33523,32987,32430,32125,31780,31277,30889,30707,30717,31045,31390,31030,30100,29255,28607,28135,27800,27583,27528,27457,27504,27864,28067,27857,27348,26708,26385,26223,25910 19 | "Maryland","State","Maryland","All Homes",33768,33783,34300,34593,33994,33682,33835,34230,35222,35912,36436,37069,37337,38247,38926,38184,37783,38157,38061,37060,35920,35246,34635,33908,33267,32648,31634,30182,28867,27763,26718,25566,24069,22935,22493,22320,22417,22519,22153,21726,21365,20750,20442,20686,21139,21704,22304,22790,22977,22938,23343,24419,25650,26766,27398,27543,27628,27613,27337,27065,26946,26479,26118,26741,27646,27999,27955,28002,28202,28042,27276,26338,25667,25344,25373,25455,25513,25694,25703,25447,25141,24476,23460,22925,22754,22258,21574,21122,20917,20791,20691,20682,20786,21527,23005,23727,23535,23587,23901,23789,22704,21297,20584 20 | "Wisconsin","State","Wisconsin","All Homes",42806,43257,44537,45122,43789,42074,41217,41083,41675,42593,44036,45656,46453,46985,47572,47520,47335,48489,50378,51235,50918,50473,49992,49243,48616,48087,47489,46581,45480,44501,43427,42488,41996,41688,41413,41391,41637,41550,41282,41340,41283,40775,40365,40512,40783,40879,40852,40609,40213,39808,39884,40830,41717,42050,42388,42589,42468,42291,41890,41097,40470,40185,38758,37089,37550,38112,37409,36619,35954,35300,34866,34780,34598,34318,34485,34793,34868,35069,35077,34681,34215,33581,32799,32107,31668,31378,31102,30816,30158,29214,28380,27768,27515,27434,27250,27068,26823,26367,26032,25713,25043,24498,24366 21 | "Minnesota","State","Minnesota","All Homes",31785,32401,33700,34268,33821,33333,32923,32849,33161,33743,34753,35499,35727,35920,35946,35347,34603,34619,34614,33551,32093,31292,30830,30170,29737,29303,28355,27016,25635,24444,23376,22436,21688,20750,20126,20591,21257,21328,20919,20576,20513,20427,20522,20765,20831,21082,21684,22139,22145,21799,21646,22110,23044,24159,25060,25567,26170,26818,26474,25399,24574,24124,23851,23937,24112,23662,23235,23600,24007,23916,23796,23502,22998,22934,23445,23988,24195,24152,23916,23454,22804,21880,20839,20285,20155,19902,19498,19209,18883,18395,18035,17998,18112,18133,18062,17931,17796,17579,17171,16836,16789,16869,16908 22 | "Colorado","State","Colorado","All Homes",47058,47432,48536,49342,48597,47573,47059,47236,48394,49411,50034,50301,50248,50971,51721,51093,50129,50271,50775,49562,46942,45226,44558,43915,43191,42132,40283,38271,37021,35855,34421,33708,33678,33464,32933,32653,32962,33396,33610,33720,33560,33037,32543,32084,31512,31355,31453,31174,30627,30053,29974,30540,30870,30764,30541,30181,29647,28697,27629,27014,26681,26255,25390,24500,24346,24515,24605,24797,25114,25330,25126,24299,22978,21867,21594,21811,22159,22890,23571,23780,23762,23542,23231,23152,23147,22711,21884,21393,21204,20438,19388,18945,18901,18707,18556,18876,19214,19075,18977,19080,18895,18372,17846 23 | "Alabama","State","Alabama","All Homes",32594,32744,33376,34421,35060,35732,36426,36104,35632,35630,35720,35695,35588,36543,38279,38637,37694,37075,37136,37229,37029,36903,36703,36253,35925,34939,32814,31151,30586,30158,29476,29176,29599,30092,30282,30361,30546,30828,30996,30932,30902,30799,30290,29401,28171,27350,27484,27896,27887,27648,27834,28339,28565,28529,28893,29844,30655,30906,30775,30673,30737,30821,30672,30454,30793,31248,31324,31135,30768,30370,29896,29456,29180,29004,29073,29308,29393,29408,29299,29273,29623,29793,29595,29428,29376,29086,28415,27915,27634,27260,26951,26763,26603,26361,26169,26148,26026,25695,25522,25473,25170,24806,24600 24 | "South Carolina","State","South Carolina","All Homes",48743,49531,50240,49932,49122,48921,48616,47983,47472,46760,46727,47515,47790,47626,47872,48249,48430,49192,50594,50809,49569,48979,48732,47538,46740,46795,46417,45605,44781,43515,42109,41408,41269,41087,40713,40497,40548,40854,41530,42168,42404,42037,41319,40955,41020,41218,41296,41196,41036,40981,41332,42195,42740,42465,41776,41277,41322,41430,41261,40882,40290,39061,36909,34819,34199,34903,35706,36128,36103,35354,34423,34141,33889,33312,32990,32951,32876,32740,32556,32231,31933,31744,31600,31666,31812,31649,31269,30852,30211,29480,29057,28799,28672,28835,28981,28987,28825,28389,28028,27846,27527,26994,26509 25 | "Louisiana","State","Louisiana","All Homes",16698,16709,16638,16467,16285,16604,17204,17378,17321,17188,17090,17264,17493,17570,17654,17699,17525,17517,17714,17579,17210,17145,17289,17212,16937,16762,16467,15811,15373,15081,14590,14413,14547,14661,14644,14459,14482,14648,14586,14434,14314,14103,13905,13957,14115,14220,14328,14402,14283,14020,13959,14198,14368,14252,14080,13999,13963,13938,13978,14054,13969,13816,13833,13984,14094,14086,14063,14117,14141,13979,13731,13605,13533,13550,13729,13858,13895,14165,14600,14708,14588,14623,14712,14788,15173,15756,16073,16535,17323,17823,18047,18334,18722,19003,19158,19344,19420,19448,19716,19991,20106,20183,20222 26 | "Kentucky","State","Kentucky","All Homes",23122,23055,23087,23006,22426,22129,22580,23166,23491,23642,23990,24342,24479,24795,25343,25903,26222,26265,26258,26030,25766,25889,25788,25188,24821,24790,24562,24111,23933,23879,23498,23177,23111,23009,23063,23344,23573,23964,24529,24862,24866,24446,23863,23545,23419,23318,23172,23032,22855,22535,22421,22697,22986,23201,23407,23475,23399,23212,23000,22833,22573,22101,21398,20793,20714,20907,20890,20683,20425,20042,19575,19208,18904,18609,18508,18519,18339,18131,18085,17994,17795,17598,17449,17394,17479,17483,17097,16455,15935,15676,15563,15553,15633,15808,16003,16024,15865,15632,15412,15318,15334,15318,15341 27 | "Oregon","State","Oregon","All Homes",28629,29253,30648,31002,30022,29451,29395,29187,28955,28833,28981,29253,29357,29666,30129,29874,28986,28687,29055,28779,27913,27874,28443,28597,28381,27570,25810,24017,23148,22650,21718,20847,20557,20301,19822,19534,19747,20079,20101,20117,20075,19674,19473,19820,20155,20176,20103,20009,19795,19576,19676,20432,21390,21682,21432,21210,21089,20730,20069,19525,19188,18904,18676,18625,18742,18602,18237,18006,17715,17240,16811,16396,15960,15583,15363,15305,15248,15302,15438,15414,15298,15235,15219,15248,15146,14697,14184,13844,13659,13762,14025,14224,14387,14456,14348,14264,14243,14182,14232,14352,14402,14413,14351 28 | "Oklahoma","State","Oklahoma","All Homes",22235,22391,22744,22755,22178,21753,21863,22491,23409,24035,24644,25388,25719,25546,25428,25404,25171,25386,25834,25431,24695,24504,24502,23892,22857,22351,22067,21707,21860,21768,20783,20050,19959,19901,19791,19803,19938,19923,19842,19940,19993,19819,19627,19469,19196,18946,18783,18680,18591,18348,18156,18352,18657,18711,18716,18808,18811,18612,18263,18074,18154,18104,17627,17237,17334,17433,17598,17958,18224,18447,18628,18577,18460,18700,19293,19676,19490,19343,19548,19655,19560,19345,19102,19093,19425,20036,20444,20201,19772,19701,19843,19888,19765,19646,19606,19552,19344,18935,18671,18733,18928,19037,18991 29 | "Connecticut","State","Connecticut","All Homes",25799,26107,26244,25743,24838,24247,23861,23453,23407,23909,24975,26243,26987,27128,27410,27937,28115,28504,29607,30224,30108,30089,29995,29619,29278,29624,30381,30446,30093,29605,28591,27533,26619,25511,24730,24484,24491,24620,24534,24269,24005,23677,23319,23269,23628,23971,24205,24386,24414,24325,24250,24725,25718,26359,26435,26313,26280,26470,26321,25780,25564,25126,24445,24389,24789,25214,25425,25404,25323,25027,24479,23907,23321,22930,22906,22843,22477,22096,21726,21219,20841,20632,20524,20803,21121,20880,20235,19505,18876,18357,18484,19327,19781,19812,19849,19372,18437,17950,17692,17204,16784,16536,16455 30 | "Iowa","State","Iowa","All Homes",13132,13257,13602,13769,13529,13415,13594,13904,14444,14907,15389,16031,16440,16871,17493,17918,18077,18153,18293,18281,17940,17721,17673,17482,17299,17211,17237,17302,17294,17265,17022,16660,16460,16303,15950,15557,15638,16004,16196,16360,16459,16336,16176,16039,15825,15655,15576,15391,15101,14833,14873,15305,15639,15733,15740,15663,15564,15429,15212,15015,14880,14691,13797,12483,12129,12307,12293,12337,12443,12516,12527,12509,12364,12125,12153,12416,12526,12586,12736,12746,12619,12631,12866,13144,13264,13171,13012,12823,12439,12064,11916,12042,12365,12449,12361,12429,12460,12345,12332,12420,12439,12411,12366 31 | "Mississippi","State","Mississippi","All Homes",13585,13568,13655,13788,13706,13728,13925,13902,13934,14032,13902,13751,13823,14151,14547,14778,14669,14383,14261,14088,13690,13394,13088,12694,12616,12816,12847,12651,12551,12512,12195,11803,11614,11697,12143,12545,12660,12756,12971,13204,13349,13388,13358,13402,13434,13233,12984,12877,12626,12166,12055,12430,12729,12736,12677,12721,12767,12665,12564,12621,12695,12696,12017,10714,10197,10370,10531,10681,10881,11301,11648,11655,11517,11431,11639,12069,12314,12405,12507,12696,12939,12929,12746,12736,12878,12857,12669,12541,12308,12074,12110,12164,12001,11811,11722,11680,11666,11552,11603,11955,12156,12138,12121 32 | "Arkansas","State","Arkansas","All Homes",18461,18406,18497,18483,18307,18431,18706,18758,18657,18587,18578,18625,19165,20014,20584,20859,20672,20396,20518,20487,20044,19734,19717,19633,19323,19016,18966,19084,19289,19267,18923,18937,19284,19473,19500,19401,19220,19157,19465,20058,20561,20669,20148,19491,19480,19840,20025,19997,19807,19557,19612,20115,20259,19743,19425,19566,19792,19866,19803,19764,19709,19511,18253,16269,15517,15950,16646,16980,16836,16746,16734,16772,16947,17190,17560,17983,18246,18365,18377,18279,18068,17754,17480,17389,17374,17244,17125,16776,16144,15929,16074,16250,16209,15868,15673,15656,15540,15319,15395,15877,16240,16251,16128 33 | "Kansas","State","Kansas","All Homes",16559,16760,17265,17457,17414,17669,17806,17763,17803,17574,17252,17202,17115,17092,17429,17632,17364,17164,17240,17120,16809,16642,16445,16086,15864,15810,15645,15056,14158,13414,12995,12796,12568,12352,12251,12222,12380,12470,12280,12130,12062,11898,11740,11660,11601,11572,11624,11686,11593,11343,11213,11514,11955,12057,11885,11675,11609,11617,11479,11319,11297,11207,10700,10197,10312,10542,10597,10656,10670,10691,10735,10674,10469,10314,10344,10479,10614,10774,10917,10970,10947,10886,10867,10917,11027,11050,10994,10979,10851,10678,10590,10594,10697,10751,10756,10783,10699,10494,10370,10351,10371,10367,10268 34 | "Utah","State","Utah","All Homes",17325,17201,17504,17666,17129,16517,15959,15727,16054,16260,16541,17206,17752,18385,19035,19122,18817,18718,18848,18534,17891,17600,17517,17259,16835,16117,15048,14154,13786,13481,13029,12732,12494,12201,11892,11530,11318,11342,11540,12000,12468,12624,12777,13078,13247,13370,13552,13640,13594,13556,13898,14608,15041,15140,15104,14845,14549,14267,13869,13499,13267,12989,12087,10745,9966,9612,9297,9170,9176,9167,9037,8808,8684,8766,8963,9092,9162,9454,9761,9794,9629,9420,9282,9148,8913,8593,8301,8097,7914,7741,7709,7899,8128,8212,8203,8209,8235,8282,8521,9014,9438,9596,9676 35 | "New Mexico","State","New Mexico","All Homes",12863,12890,12896,12738,12474,12407,12453,12463,12583,12717,12917,13335,13762,14154,14487,14433,14081,13987,14261,14420,14338,14383,14462,14309,14000,13663,13225,12766,12639,12601,12331,12298,12607,12774,12748,12655,12642,12866,13148,13333,13477,13583,13696,13791,13765,13678,13601,13549,13499,13433,13510,13825,14119,14205,14170,14095,13991,13820,13493,13146,12969,12846,12750,12806,12803,12647,12533,12320,11997,11916,12146,12347,12350,12303,12301,12346,12355,12342,12334,12285,12205,12081,11961,11941,11971,11904,11749,11645,11635,11621,11497,11384,11382,11359,11275,11192,11028,10767,10523,10294,10132,10019,9869 36 | "West Virginia","State","West Virginia","All Homes",7766,7679,7668,7687,7458,7097,6816,6709,6813,6922,7061,7357,7660,7957,8151,8186,8218,8370,8707,8882,8663,8613,8966,9114,8985,8957,8887,8579,8234,8003,7836,7805,7919,7951,7874,7842,7913,8045,8107,8098,8173,8289,8270,8108,8005,8046,8108,8195,8261,8224,8277,8524,8778,8946,9041,9061,9050,9020,8926,8784,8714,8708,8711,8785,8911,9003,9039,9138,9320,9367,9190,8992,8874,8769,8785,8953,9174,9431,9656,9797,9847,9814,9782,9857,9967,9981,9892,9796,9725,9621,9554,9547,9552,9618,9721,9711,9568,9494,9534,9549,9491,9344,9200 37 | "Nebraska","State","Nebraska","All Homes",7121,7396,7452,7395,7351,7280,7212,7202,7346,7662,7973,7719,7126,7180,7696,7936,7942,7893,7802,7633,7397,7200,7008,6911,6919,6802,6648,6555,6473,6324,6082,5920,5861,5753,5637,5687,5802,5826,5827,5825,5797,5930,6261,6421,6366,6328,6300,6273,6271,6196,6156,6247,6285,6199,6090,6048,6039,5990,5932,5945,5933,5798,5498,5139,5049,5184,5291,5317,5320,5329,5322,5322,5336,5298,5273,5335,5365,5284,5172,5148,5147,5069,4984,4989,5070,5087,4986,4834,4657,4499,4395,4364,4392,4410,4464,4586,4615,4478,4404,4512,4659,4713,4664 38 | "Idaho","State","Idaho","All Homes",16032,16217,16390,16225,15562,14896,14517,14381,14468,14537,14628,14928,15261,15477,15665,15625,15301,15247,15719,16086,15894,15698,15883,15962,15672,15299,14802,14205,13823,13568,13091,12588,12527,12654,12674,12565,12419,12353,12373,12534,12691,12697,12742,12921,13055,13149,13216,13188,13101,13052,13076,13384,13959,14263,14193,13955,13780,13734,13572,13341,13198,13082,12963,12834,12795,12810,12603,12283,11973,11595,11181,10915,10867,10874,10947,11052,11079,11136,11227,11178,10947,10604,10266,10055,9877,9605,9292,9013,8749,8512,8395,8426,8516,8555,8533,8476,8343,8160,7961,7705,7425,7155,6916 39 | "Hawaii","State","Hawaii","All Homes",6585,6501,6374,6120,5722,5310,4965,4861,5038,5172,5189,5216,5233,5434,5925,6366,6579,6917,7555,8049,8135,8253,8549,8617,8448,8255,8064,7869,7722,7622,7414,7095,6840,6645,6412,6227,6225,6295,6261,6197,6180,6121,5961,5859,5865,5867,5882,5953,6036,6083,6159,6239,6201,6113,6093,6178,6289,6281,6228,6287,6359,6344,6274,6408,6941,7473,7741,7752,7664,7731,7835,7863,7856,7864,7937,7971,7894,7775,7703,7713,7720,7676,7639,7542,7421,7335,7112,6847,6633,6445,6333,6320,6377,6388,6341,6338,6361,6354,6402,6458,6421,6363,6338 40 | "Maine","State","Maine","All Homes",14226,14511,14678,14434,13815,13225,12752,12697,13156,13385,13471,13539,13320,13221,13496,13783,13903,14416,15277,15885,16182,16362,16570,16497,16030,15654,15483,15282,15087,14827,14376,13180,11499,10842,10867,11467,12906,13769,14039,14281,14141,13696,13251,13247,13712,13925,13815,13573,13144,12850,12922,13239,13487,13540,13413,13431,13808,13945,13665,13333,13099,12924,12123,11422,12103,12958,13671,14144,13549,12834,12513,12121,11627,11284,11277,11243,10906,10594,10167,9810,9909,9990,9930,9871,9726,9512,9345,9149,8725,8228,7790,7718,8078,8308,8388,8429,8272,8066,8030,7941,7582,7421,7613 41 | "New Hampshire","State","New Hampshire","All Homes",12835,12972,13214,13019,12257,11519,11202,11350,11615,11786,12022,12170,12286,12473,12543,12453,12444,12998,13914,14307,14056,13807,13691,13536,13409,13343,13189,12899,12643,12346,11878,11537,11513,11577,11580,11557,11685,11936,12006,12032,12122,11932,11571,11383,11299,11167,11027,10966,10661,10161,10079,10424,10829,11035,11091,11190,11276,11202,10966,10753,10695,10697,10784,11115,11560,11834,11770,11501,11276,11054,10718,10263,9805,9512,9329,9103,8829,8485,8087,7819,7641,7522,7605,7829,7973,7859,7476,6997,6540,6076,5787,5803,5901,6018,6183,6338,6439,6363,6103,5773,5463,5731,6765 42 | "Rhode Island","State","Rhode Island","All Homes",5954,6294,6824,6879,6657,6604,6563,6447,6440,6631,6868,7022,7068,7116,7355,7661,7786,7917,8149,8186,8113,8103,8064,7975,7883,7771,7539,7261,7118,6955,6667,6484,6428,6342,6229,6182,6224,6236,6151,6078,6012,5835,5685,5697,5747,5757,5745,5714,5681,5680,5704,5772,5868,5953,6037,6078,6080,6068,5982,5842,5718,5504,5384,5559,5679,5655,5656,5627,5440,5157,5069,5192,5274,5235,5117,4947,4824,4797,4799,4805,4815,4802,4726,4653,4665,4665,4527,4306,4165,4090,4018,4003,4045,4106,4122,4060,3983,3914,3804,3712,3762,3889,3948 43 | "Montana","State","Montana","All Homes",5287,5294,5344,5299,5159,5071,4994,4911,4914,5084,5508,6133,6650,6979,7236,7383,7620,8117,8699,9101,9222,9294,9398,9275,8967,8701,8407,8098,7965,7941,7859,7751,7661,7503,7054,6580,6735,7240,7690,8110,7947,7234,6788,6681,6660,6665,6714,6729,6552,6323,6291,6459,6652,6849,7003,7052,7072,7007,6836,6705,6619,6503,6303,6174,6336,6475,6416,6344,6310,6385,6629,6832,6819,6797,6878,6848,6821,7011,7094,6980,6912,6862,6807,6798,6768,6658,6492,6350,6284,6256,6220,6196,6212,6190,6152,6146,6065,5940,5808,5629,5468,5316,5165 44 | "Delaware","State","Delaware","All Homes",6751,6790,6957,7064,6978,6915,7182,7778,8191,8237,8298,8436,8488,8686,9047,9208,9232,9432,9650,9461,9052,8926,9076,9188,9087,8818,8532,8381,8320,8124,7733,7402,7319,7308,7170,6999,7073,7349,7548,7599,7509,7287,7034,6861,6734,6662,6681,6712,6694,6620,6677,6959,7199,7312,7373,7300,7163,7087,6991,6885,6826,6724,6337,5837,5737,5879,6019,6394,6920,7116,7043,7007,6965,6907,6925,6967,6972,7011,7077,7060,6951,6858,6781,6706,6687,6634,6537,6465,6343,6206,6080,5866,5657,5618,5661,5628,5509,5374,5330,5354,5312,5213,5157 45 | "South Dakota","State","South Dakota","All Homes",3422,3519,3655,3669,3564,3518,3530,3531,3549,3604,3692,3868,3957,3863,3916,4022,4040,4207,4489,4607,4528,4376,4197,4072,4034,4008,3924,3822,3777,3754,3712,3671,3614,3528,3505,3497,3451,3474,3494,3463,3471,3516,3560,3581,3526,3411,3350,3326,3282,3223,3205,3402,3671,3652,3415,3268,3274,3314,3368,3397,3350,3291,3179,2971,2753,2575,2486,2498,2665,2950,3039,2985,3075,3200,3270,3332,3354,3374,3397,3368,3270,3157,3114,3102,3093,3096,3083,3038,3002,3024,3058,3091,3127,3152,3176,3186,3178,3160,3128,3102,3086,3087,3114 46 | "Alaska","State","Alaska","All Homes",3471,3461,3446,3376,3275,3172,3084,3112,3255,3380,3481,3587,3632,3691,3814,3928,4024,4196,4443,4485,4345,4330,4358,4286,4217,4160,4024,3879,3855,3881,3863,3883,3939,3945,3928,3912,3932,4002,4051,4063,4104,4180,4215,4167,4060,3925,3773,3632,3510,3399,3331,3324,3327,3309,3266,3208,3198,3240,3292,3334,3324,3315,3391,3438,3364,3269,3219,3202,3201,3199,3210,3245,3325,3433,3499,3537,3579,3591,3545,3489,3460,3429,3408,3426,3438,3366,3282,3291,3280,3160,3094,3200,3325,3367,3392,3409,3400,3378,3356,3336,3338,3366,3388 47 | "North Dakota","State","North Dakota","All Homes",1634,1683,1664,1594,1536,1508,1509,1497,1469,1447,1474,1561,1624,1643,1686,1740,1752,1760,1786,1805,1804,1814,1873,1903,1851,1766,1645,1498,1427,1415,1408,1431,1466,1492,1497,1482,1467,1446,1410,1336,1253,1195,1142,1164,1245,1296,1322,1357,1390,1395,1399,1422,1434,1405,1382,1415,1490,1575,1611,1604,1606,1616,1674,1767,1786,1758,1786,1852,1911,1942,1970,2029,2115,2227,2343,2462,2607,2762,2889,2889,2772,2702,2692,2688,2726,2823,2934,3049,3173,3317,3439,3479,3493,3488,3463,3432,3380,3367,3405,3481,3586,3643,3635 48 | "Vermont","State","Vermont","All Homes",4813,4935,5100,5141,5010,4793,4593,4500,4513,4585,4749,4953,5194,5390,5430,5440,5511,5798,6315,6646,6660,6737,7048,7390,7574,7610,7545,7472,7443,7314,7130,7134,7315,7427,7406,7384,7448,7529,7524,7519,7572,7538,7395,7329,7364,7370,7292,7213,7052,6835,6894,7188,7456,7602,7709,7822,7864,7831,7726,7636,7651,7763,7918,7943,7864,7902,8001,7993,7910,7841,7766,7572,7331,7175,7068,6999,6988,6978,6880,6746,6636,6526,6465,6490,6550,6553,6435,6250,6078,5886,5681,5554,5508,5496,5493,5470,5430,5381,5308,5223,5150,5216,5447 49 | "District of Columbia","State","District of Columbia","All Homes",2123,2128,2191,2226,2178,2145,2074,1958,2024,2202,2292,2302,2273,2293,2339,2331,2359,2438,2478,2450,2353,2250,2195,2135,2072,2045,1965,1822,1715,1643,1599,1545,1398,1233,1144,1114,1119,1105,1073,1085,1077,1003,977,1010,1030,1047,1079,1111,1111,1075,1050,1062,1098,1149,1183,1195,1209,1195,1134,1093,1098,1093,1110,1164,1191,1194,1206,1233,1272,1299,1274,1226,1207,1204,1213,1227,1238,1249,1233,1211,1205,1168,1134,1166,1220,1235,1196,1151,1173,1212,1194,1187,1238,1350,1499,1550,1506,1491,1517,1534,1492,1424,1408 50 | "Wyoming","State","Wyoming","All Homes",2669,2656,2655,2674,2625,2563,2574,2633,2745,2882,2996,3115,3257,3549,3953,4148,4204,4428,4830,5105,5117,5093,5074,4976,4883,4807,4631,4436,4378,4352,4288,4313,4360,4365,4430,4476,4438,4375,4288,4178,4093,4037,3974,3932,3909,3856,3805,3805,3793,3706,3651,3703,3736,3688,3462,3120,3004,3075,3172,3275,3333,3350,3360,3409,3455,3451,3507,3609,3658,3692,3703,3682,3738,3919,4111,4190,4197,4253,4346,4413,4443,4437,4391,4346,4307,4232,4176,4256,4429,4532,4575,4622,4617,4527,4408,4322,4266,4188,4134,4136,4127,4047,3920 51 | -------------------------------------------------------------------------------- /data/Median Price/Sale_Prices_State.csv: -------------------------------------------------------------------------------- 1 | RegionID,RegionName,SizeRank,2008-03,2008-04,2008-05,2008-06,2008-07,2008-08,2008-09,2008-10,2008-11,2008-12,2009-01,2009-02,2009-03,2009-04,2009-05,2009-06,2009-07,2009-08,2009-09,2009-10,2009-11,2009-12,2010-01,2010-02,2010-03,2010-04,2010-05,2010-06,2010-07,2010-08,2010-09,2010-10,2010-11,2010-12,2011-01,2011-02,2011-03,2011-04,2011-05,2011-06,2011-07,2011-08,2011-09,2011-10,2011-11,2011-12,2012-01,2012-02,2012-03,2012-04,2012-05,2012-06,2012-07,2012-08,2012-09,2012-10,2012-11,2012-12,2013-01,2013-02,2013-03,2013-04,2013-05,2013-06,2013-07,2013-08,2013-09,2013-10,2013-11,2013-12,2014-01,2014-02,2014-03,2014-04,2014-05,2014-06,2014-07,2014-08,2014-09,2014-10,2014-11,2014-12,2015-01,2015-02,2015-03,2015-04,2015-05,2015-06,2015-07,2015-08,2015-09,2015-10,2015-11,2015-12,2016-01,2016-02,2016-03,2016-04,2016-05,2016-06,2016-07,2016-08,2016-09,2016-10,2016-11,2016-12,2017-01,2017-02,2017-03,2017-04,2017-05,2017-06,2017-07,2017-08,2017-09,2017-10,2017-11,2017-12,2018-01,2018-02,2018-03,2018-04,2018-05,2018-06,2018-07 2 | 9,California,1,387800,370900,348e3,332700,317800,305500,291500,279700,265400,255600,243e3,236400,227100,220900,216800,221e3,230600,238700,245200,249700,255700,261100,263e3,263600,261600,260500,264100,264100,266800,262900,266100,263600,261700,258700,255400,255e3,251100,250300,246400,244900,243900,244500,245800,245e3,245300,244200,246600,247800,249800,255100,260100,265800,271600,278200,287800,293500,300800,307300,309600,310800,313900,324e3,335800,345400,353200,357300,358900,360700,363600,368200,369200,371400,372e3,374500,377300,377e3,379700,381600,385400,386600,385700,385700,387e3,392e3,395200,399500,399300,402e3,401900,404600,406100,407100,410100,414e3,418900,418e3,416300,416200,419600,422300,422600,423600,426100,430700,434100,435900,439100,442400,447600,448700,452300,455800,459700,460800,463800,466200,471600,472600,475e3,479100,483100,487800,487100,487200,485800 3 | 54,Texas,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,172700,173700,175400,176600,177300,177800,178700,179800,179900,181400,182100,183700,185500,186e3,186200,184400,184600,185100,186e3,187200,187900,189200,190300,192200,193600,194200,195e3,196300,198800,199900,200500,200400,202100,202800,203700,203300,203500,204600,208e3,211e3,213e3,212400,211600,211300,213400,215200,216300,216900,218100, 4 | 43,New York,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,243900,246800,252500,260600,263200,258300,254100,258e3,253100,250600,238400,234e3,226700,226e3,224300,228900,229300,234900,242e3,247600,248e3,247500,244300,248400,249800,252300,247500,246400,243e3,250300,252200,264800,266100,271200,268400,268500,265900,263800,264100,263900,261900,262100,260700,261500,258200,255900,255400,257900,26e4,260100,260800,262300,263500,262500,262800,262700,264900,265800,267400,271500,272200,267900,262600,266500,271900,272e3,274300,280400,284700,280900,274300,276e3,276900,279300,280600,281800,284800,286100,288600,291600,288900,289e3,286700,295300,303e3,308e3,305100,298600,295600,288100,, 5 | 14,Florida,4,206500,197200,191600,186900,184300,179800,174800,168900,163200,156400,150900,145200,139600,133200,128100,125200,126100,126700,128700,128400,130100,130500,130300,128800,127500,126400,125300,123700,120600,117e3,114500,114600,116e3,116700,115100,111600,109300,109700,112800,114300,116e3,115900,116300,115800,116e3,117700,120400,122200,122700,123e3,124300,125700,125700,125900,127e3,129e3,130800,133200,135900,137500,138e3,139700,141900,144400,145500,147200,148400,149100,150300,150900,151600,150400,150600,150600,151800,152500,154100,154700,156e3,157400,159700,161e3,161800,163e3,165200,167e3,17e4,170900,171700,170700,172e3,173500,174800,176500,180200,182900,184100,183e3,183900,185400,187e3,188700,189200,190400,191e3,192600,195600,198900,200900,201700,201600,202700,203e3,203900,204100,205600,208700,213300,220500,226e3,229700,226600,222700,219100, 6 | 21,Illinois,5,215100,209700,195200,185200,181100,183e3,181900,181600,179100,179e3,174200,172300,167200,162600,155600,151e3,152100,157400,159900,162500,163200,168700,171500,173300,169100,164100,158700,159200,158800,157500,150400,150100,151500,156e3,156200,153900,149400,143500,138800,139300,141e3,144200,142400,141500,139e3,140500,138700,137e3,135800,135600,137100,138900,140100,142200,139300,139100,140200,142400,143800,142500,142300,142200,144800,149600,155900,159800,161200,163900,165800,169600,169600,171200,169600,168200,166800,168400,168500,169800,171200,174200,175800,175900,176e3,177400,178600,180200,180400,180600,181800,181700,180900,179700,178600,179e3,178500,179900,181900,185100,186200,186700,185400,185200,181e3,181e3,182500,187700,190500,192700,196300,198100,198400,195500,192400,189900,185600,185800,187200,192400,194600,198400,203e3,206900,205300,203900, 7 | 47,Pennsylvania,6,149300,147500,145600,142200,141500,142300,143100,141500,139600,137200,136700,137200,139600,139300,137700,136e3,136300,138500,141100,141500,142500,143300,144e3,144500,145300,145600,144500,140800,138500,136100,135300,135600,137400,139300,141700,142200,140400,136600,133600,133e3,133500,133700,132200,131400,131700,134800,138200,140800,140700,140400,140300,140800,141e3,140400,139e3,138500,140100,142600,144e3,144200,144400,144900,144700,144700,145800,146500,146300,145400,144300,144300,143900,145300,145700,144400,143100,142300,142900,144100,145100,145500,145300,146e3,147100,147400,147700,147e3,146800,146900,148400,148500,149e3,148400,149300,148700,150300,151100,150200,150400,150700,153100,152600,152100,151200,152200,153200,154300,154600,154900,155900,157200,158300,159600,159700,159400,158400,158600,159300,161500,164700,166400,169600,167500,166500,163800, 8 | 44,Ohio,7,110200,108100,106800,106e3,105600,105300,103700,101100,94300,89300,85500,84600,84200,85900,89300,93800,97300,100100,102600,105200,106800,106400,103100,102300,101300,101800,102900,103700,100100,95500,91200,92e3,92500,96400,96400,93100,86200,84e3,86e3,89900,92800,93700,92300,91100,90300,92600,91900,90500,89e3,91200,96400,99200,102300,102300,102300,101800,101300,102900,103500,102500,100900,99400,102700,105600,109300,110200,109600,108e3,108700,109e3,110500,109600,110800,112200,113800,115500,116200,117200,117600,118200,117500,118900,117e3,119300,119e3,120300,119800,119200,120100,119900,120400,120600,117300,117500,118200,124200,125200,126400,125400,125600,124600,124500,124800,127400,128600,129500,131400,132500,133300,132e3,130600,129800,127400,128e3,128800,131800,132800,135600,138200,142500,142500,141200,138500,137600, 9 | 30,Michigan,8,,,,,,,,,,,,,,,,,,,,,,,,70800,67700,67100,68600,68800,67900,63800,61600,58800,66500,68300,71600,64400,62200,59e3,57800,58300,60500,62700,63900,63200,62200,63700,65400,66200,64200,63700,65100,66600,68100,69700,72200,71200,64400,65e3,68900,79200,82500,84400,85600,86700,90600,94800,97600,97300,92300,91400,92500,96700,97300,97500,100300,104700,108e3,110700,111600,111700,109700,106500,108700,111800,117e3,117900,119700,121300,121900,121200,120700,118e3,122700,123800,128700,128e3,130700,131300,130400,129100,128300,128500,128100,130300,155400,159e3,159900,138700,137500,139100,138100,138400,135500,134800,135500,138100,163700,166600,168700,147500,148700,148e3,147300,144e3, 10 | 16,Georgia,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,109500,108100,104700,98900,93800,93800,94900,96200,94900,95300,96200,96900,97200,98500,100900,102500,103e3,104700,108900,112600,115200,116400,118900,120800,123700,125600,129500,129900,130500,129300,129500,129500,130100,130100,129500,129800,132200,135500,138200,138800,139600,14e4,142100,143900,145700,146900,151800,153400,154600,151400,152100,153800,155100,155800,156600,158800,160700,161200,160400,160500,160200,160700,16e4,159400,16e4,162200,163900,165600,166300,170200,170400,171e3,169200,17e4,170400,171600,173900,176e3,178600,180700,184500,186800,187800,186200,184900, 11 | 36,North Carolina,10,155900,154500,148900,147600,147900,148900,148200,149e3,146600,146400,146e3,152400,154300,152300,146900,145700,147600,149300,149800,150700,150900,150800,152700,155e3,154900,151500,147200,147e3,148200,149900,150400,150400,150700,152900,153500,154200,150400,148700,146e3,148200,148200,151200,149100,149e3,146900,148700,149500,151800,152300,152800,150200,150200,150400,151800,151100,150300,151600,154900,156300,157700,155100,155900,154e3,155200,155800,156500,156600,156500,156700,158300,158400,159e3,157400,156500,156600,156500,157500,157300,157900,157600,158500,159700,162e3,165800,166900,167e3,165100,165600,166700,167200,167600,167400,167800,168300,169600,170200,169800,170200,169300,171e3,171e3,173300,173800,175500,176200,177e3,176700,177500,179e3,180200,178300,178600,179400,181400,181900,183e3,186200,188300,190100,193500,196700,198400,195800,193400, 12 | 40,New Jersey,11,332700,333300,326900,312100,305100,298300,297900,296200,297500,295300,292e3,291100,295700,293600,289e3,277500,273900,270600,270200,271500,271900,271100,272100,276e3,284600,285200,282300,276100,274900,273100,270800,268900,269600,273e3,274600,278500,278900,279600,275300,270900,269100,264500,263800,260100,259e3,258100,257e3,260600,262900,267700,267200,268100,266500,264600,261e3,260500,262100,262100,262900,264700,265800,266100,266300,267500,268700,271100,273600,275200,272800,273500,275500,277100,280700,279300,280200,276100,277800,277600,276500,273500,273200,274300,275300,276500,278200,279500,279500,279100,278500,275100,274600,274500,278800,276800,276100,275200,278200,275900,274100,272900,276e3,277500,280300,279800,279700,280500,280100,280200,275900,275600,275900,274900,271600,268500,270100,272900,274e3,274200,276800,281600,287400,293800,295100,295300, 13 | 56,Virginia,12,252200,249100,240600,235100,232900,233e3,232400,229900,225200,219800,218200,220200,220800,217700,213700,212600,215200,219500,225400,227900,225800,225500,227600,231200,230100,226200,221e3,217400,220900,227800,233400,231700,228800,228200,225600,223100,216500,214e3,209700,209300,213900,218800,223400,218e3,214800,211900,213200,214e3,216300,220600,225400,228400,230800,231700,235100,234700,239600,237500,238600,234e3,234600,234900,237700,243400,245e3,248200,245800,247100,243900,241800,238600,237900,238500,240100,239900,240700,240100,241700,240900,242300,242e3,244700,245600,249300,249700,25e4,249600,248900,249700,247900,247e3,244500,240800,241e3,244200,248100,247900,247100,246300,247200,248300,248700,249e3,249500,251100,251200,252700,256500,256400,257700,254200,256100,257200,257400,256600,253700,255e3,255600,259700,262900,266100,266200,265200,265700, 14 | 59,Washington,13,284700,278600,270600,263900,259200,258400,256300,255800,253500,254900,257800,260500,256100,249100,240100,238700,236500,237800,239200,240800,240600,241500,246900,251300,251100,246100,241700,237700,240300,241800,243500,239300,237900,240400,240500,241300,235800,231100,225400,221600,220200,219900,22e4,218900,218e3,219300,219300,218400,215900,219800,223600,229800,230200,231800,233400,236800,240100,243e3,244200,244600,245200,246800,248900,249400,251e3,253100,254400,253700,252700,252e3,252900,254e3,254300,253200,252800,254100,256500,257700,259400,260600,260400,260500,262e3,266600,268600,271100,272800,274e3,273100,271800,272700,276e3,278600,282700,284500,285300,285800,286400,289200,291e3,293700,296300,297600,299400,302500,306e3,311800,313400,315400,315e3,316600,319700,320400,321200,322600,326500,331800,336e3,339200,345700,350700,355500,354800,352100,344900 15 | 26,Massachusetts,14,313500,309100,299200,294700,290800,289200,285700,284800,276800,271600,263e3,266e3,264500,267100,264500,267700,271200,275700,277800,278100,273200,277900,281800,292400,291e3,291400,284800,287100,288600,295700,294200,292500,289700,288700,280700,271500,263900,266700,274500,284500,290200,290800,288800,284200,278300,274e3,272800,276700,279200,284300,286700,293e3,295300,293800,290500,287500,289100,290700,288100,295400,296e3,307100,306e3,312100,312900,315300,316300,316700,312300,310800,311600,319400,322300,322e3,321300,320700,321900,319800,318100,317300,316700,319400,321600,330600,331300,329500,322900,322400,325200,326500,327e3,326900,326500,328300,327500,327600,325700,328500,329100,331500,331300,332600,333500,335500,338600,338800,339700,340800,342500,344600,345600,348400,349e3,348400,350400,353700,358100,358500,357300,366600,368500,374300,369200,373400, 16 | 22,Indiana,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,117900,118700,119600,122900,123700,124200,122800,121e3,120400,121700,125300,128300,129600,130300,128500,127600,126e3,125800,118400,113e3,109400,112700,115900,119100,121600,122900,125200,127e3,128800,129400,129700,130200,131200,131900,133300,134e3,134600,133300,132e3,130500,132e3,133e3,135700,136600,136400,136e3,135200,135100,135700,136800,138300,139100,138300,138100,140500,142200,143900,142500,142800,142600,142600,143600,143700,145200,146100,147800,150100,150800,153100,152900,155e3,154200, 17 | 8,Arizona,16,220200,214700,208700,202600,194900,188300,180700,174500,165900,157600,147800,14e4,133100,128400,125200,125600,128200,131400,133800,134300,136100,135700,135500,134700,135200,136300,134800,133600,130600,128800,127e3,125900,124500,121200,119300,118400,118300,117800,115900,116400,115800,115900,116900,118100,122300,124100,126800,127600,130900,135e3,140900,145100,147600,15e4,150600,153600,155900,160200,161200,162200,163200,166700,169500,172700,174800,176200,176900,177800,179200,180200,180600,180200,180700,180600,181e3,180400,181100,181800,183600,184500,185600,185900,187100,188700,19e4,191600,193600,195900,197100,197e3,197700,199100,200600,204500,206400,207800,206700,208300,210100,212e3,212700,215e3,215500,217e3,217700,219600,221e3,223100,224500,226700,227800,228600,229700,230700,233400,234400,237400,240100,244200,246e3,244800,243100,241e3,241900,242900 18 | 53,Tennessee,17,119e3,118900,117900,116800,116300,116e3,115100,113600,110700,107700,107200,109500,111e3,111300,109900,112e3,112400,114100,114200,115600,115900,114900,114300,113e3,114300,114600,115900,114900,111900,110400,109e3,110600,110700,113400,115200,115400,114500,112600,111700,109700,109500,110600,111400,111700,111200,112600,111800,111800,110900,113100,114100,114100,112600,112400,113e3,114700,115700,117500,117500,117900,117600,119100,120700,122100,123200,122800,122800,122200,122900,123100,122300,124e3,125500,127700,127600,128200,129900,130900,131200,132200,133300,135500,135800,136500,137100,137400,138100,138100,139e3,139200,140400,141300,142e3,141500,142700,143400,144500,145e3,146100,147400,148100,150800,152200,156100,156e3,157500,157300,158500,158700,159100,158700,160200,160400,164100,165700,168700,170100,172e3,175600,178100,181200,179500,177600,175200, 19 | 32,Missouri,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,126900,127900,128500,128300,130400,130500,130200,129900,127400,13e4,129300,134200,134600,137400,139e3,139300,140300,139700,139800,139200,138700,138100,136600,137100,137300,139600,140500,141500,141600,140800,141500,142700,145400,147900,149300,15e4,150300,151400,151300,151700,151100,151600,151400,151700,152500,153400,153500,153800,153400,153800,154100,154400,157e3,157300,158e3,155900,156200,161700,161700,161700,156100,156200,156500,157e3,158800,159800,162100,164500,167500,174400,174300,173700,167900,166700, 20 | 27,Maryland,19,272100,269200,265100,258500,253200,253600,253900,255100,254800,251600,252e3,252400,254600,251600,242700,237100,229500,234200,235800,241e3,237500,238600,238700,240300,237800,233300,226400,218600,210600,207200,208200,214900,218e3,217800,222900,229100,228600,221e3,210200,208400,203900,207400,205800,209100,211100,216e3,220300,217300,219700,218800,224200,225600,225600,224800,22e4,226100,228500,231200,231400,225500,226200,223400,229300,232700,240500,243500,242400,237300,238300,239500,241400,240300,243800,242200,244200,242100,243300,242600,244300,244500,244600,244e3,242500,241100,240400,242700,243e3,247300,247900,248e3,246300,246700,247800,249200,248100,251100,250900,254400,254100,254600,255700,256400,256100,260900,261200,262100,259400,262e3,264200,264500,264700,263400,261200,260500,265500,270400,274600,274300,276600,274e3,277700,276100,277300,273400, 21 | 60,Wisconsin,20,156500,152700,151500,147900,147700,147e3,147500,147400,147400,146600,145e3,144e3,142300,140200,137800,136300,136300,136600,137900,139300,139300,141500,140900,143300,142600,140500,137400,135200,136300,136900,135900,135400,135400,138100,140700,140800,138700,133700,132600,131800,132800,133300,134200,136100,135800,134900,134400,133200,132300,132200,133100,134700,135700,137800,137800,137900,135600,138800,141900,144500,143600,144e3,144100,146300,146400,148500,148700,147700,147e3,147e3,144300,141300,139900,140800,144100,144e3,146600,147300,149500,146600,147100,148e3,152200,153200,153400,153700,156100,156400,156600,154600,154200,154900,155100,155900,154700,155900,157700,159600,159500,159800,159e3,159400,159700,161600,162800,162900,163400,162700,162700,162200,163800,164600,165500,165500,166100,167600,168400,169200,169100,171e3,171700,172600,172400,174200, 22 | 31,Minnesota,21,199400,195700,190600,185100,183700,182600,184200,183200,181900,178500,175900,173800,170800,165700,161600,16e4,161700,164200,167e3,167900,168200,167600,167100,166300,165600,164400,161500,159e3,159500,160700,161100,161400,161400,162900,159e3,158e3,152900,15e4,145100,144700,145700,146700,146800,147500,148200,148600,148600,148300,148100,147700,148700,151600,155400,159100,161300,162700,164200,166200,165e3,163900,162700,164100,165500,168400,172100,175100,176700,178600,179100,179800,178500,180600,180600,181800,180600,181300,182200,184200,184300,184900,186500,189200,192500,197500,202e3,205500,203800,201900,199200,198900,199200,199600,200600,202600,203900,207400,208e3,208700,206700,206400,206900,206600,207800,209800,210700,209400,209200,209900,212200,213300,215200,216e3,216600,216600,217900,219400,221500,222300,226100,230300,232500,232200,230500,231400, 23 | 10,Colorado,22,206900,202500,200400,199e3,201200,202900,202600,200300,195100,189600,183500,181900,181300,183800,185e3,189100,193e3,199200,200600,201900,199800,202200,202200,203900,202200,200800,199100,198e3,201200,205400,208700,208500,205900,205600,201400,199900,195800,194400,193600,193300,194300,195100,197400,197800,199100,198e3,198300,195400,196500,200300,208500,214400,217900,219500,221200,224500,225600,226500,225300,224900,224800,227300,229900,233700,235500,236500,237500,237700,237e3,235700,235400,236700,238200,239800,241800,243100,244800,245900,247800,249900,254e3,256100,259600,260300,263300,264700,267400,268200,269400,270300,272100,274500,277100,280100,283800,286500,287600,287200,288100,291200,295100,298500,300300,303200,305200,308400,310800,316200,319e3,322200,321100,323300,322800,326400,328300,332300,334900,341100,344700,348800,349400,352400,353600,353600,351800 24 | 4,Alabama,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,107600,109500,108800,109400,108500,109900,108300,108600,106400,106300,107500,109400,112500,113300,115800,115900,114300,114400,116800,117900,116200,112500,112300,115400,120200,122500,122700,122400,122100,123800,124800,125800,124300,122200,12e4,119100,120500,124400,125800,126600,127200,127100,127100,127700,129700,131400,131e3,129800,128700,126300,126300,125700,126600,127700,129e3,130600,131200,133500,136100,138400,138500,137600,136600,138100,138900,138800,137400,137100,138e3,138400,138900,138400,139100,139600,143200,145500,146500,148200,151700,160800,163500,163e3,156700,152900, 25 | 51,South Carolina,24,140500,141100,138400,137e3,136600,136600,135100,132300,130800,129200,128700,128300,130200,130600,128600,127200,128300,132200,131600,131e3,13e4,131700,132600,131800,132500,134e3,133100,13e4,126400,126400,128200,129400,131700,130700,13e4,128100,127600,126100,123900,124100,127400,129500,128e3,125400,123800,124700,126300,125900,125900,124200,126e3,128e3,130300,131200,131600,129700,130100,130700,134200,135500,135600,135800,136700,137500,138300,139200,139200,138800,139100,139e3,138200,136900,137300,139300,142100,145200,146e3,145600,145300,147100,149400,151800,149700,150600,152300,155900,155e3,155100,157900,160600,161900,162800,162500,165300,166700,170200,169100,169e3,169400,169600,169e3,168100,169200,169500,169400,167300,168700,169700,172e3,171700,170200,168800,167900,168700,169500,169500,170600,173e3,176700,180900,182800,182400,178200,175e3, 26 | 25,Louisiana,25,139500,136700,138e3,137800,140800,141200,139e3,138500,135e3,134700,134200,140600,143600,143900,141200,141700,143200,143100,143200,144e3,146800,145100,143700,142e3,141700,140800,14e4,141e3,139e3,138e3,136700,141100,142800,145100,143800,142900,138e3,134700,133e3,136200,136700,138700,137200,138e3,135600,133700,133100,133500,134e3,135700,137300,140300,141200,142400,144800,147700,148800,146200,145400,145900,149200,149400,149500,147400,147800,148500,150600,151100,15e4,150300,149300,151300,153100,153100,152e3,152e3,153e3,154900,155700,157700,158600,159100,159700,163500,164200,165800,164e3,164700,164e3,162e3,162100,162600,162500,163500,163900,167400,167500,168200,167100,167300,167400,167400,167700,169e3,168600,167700,166100,166200,166e3,165300,165300,165300,166300,167300,168300,169700,168500,168800,170900,174700,175e3,173700,171500,172500, 27 | 24,Kentucky,26,113800,112800,112100,111300,110500,110800,109800,109400,104500,103600,102700,106e3,106100,107800,108100,109900,111100,113100,113500,114800,115700,116e3,114200,111e3,112300,114e3,116300,115600,112700,111200,109900,108700,110600,114800,117700,116900,112700,112500,111300,112e3,112400,112800,111900,111300,112400,112700,113300,111100,112500,113600,116600,116900,117200,116800,118900,120400,120900,119500,117600,117e3,116400,116800,117500,117800,118600,119e3,12e4,120600,120900,119100,115800,113600,113100,116200,119900,123200,125200,125700,126200,126200,126900,128100,128400,131300,133100,136200,135800,136900,135700,136300,136300,139200,14e4,143e3,143400,143600,141300,140900,141300,142100,143300,144100,144500,144700,145300,146100,146100,146500,146e3,146900,146400,147400,147800,148500,150400,152700,154700,155700,154500,155600,153600,153400,151400,152e3, 28 | 46,Oregon,27,254900,249300,244e3,242100,242200,240800,235800,234500,231500,230700,229500,232200,230700,225200,216700,214300,213100,213900,211400,210800,210800,212800,213e3,212e3,212e3,210300,207500,203400,203600,205100,205600,203500,202400,200200,196700,191e3,187600,183700,182200,181800,185300,188600,189600,189600,192600,191600,191400,187700,188500,188400,189800,195400,199900,203400,204600,206700,21e4,208600,209900,208700,214300,217900,224700,227900,230500,230600,232400,234100,236100,235600,234500,234900,235e3,236e3,235400,236800,238500,240700,241300,242300,241900,242200,243500,245e3,248500,250300,252400,253300,254e3,253900,253300,253700,255300,258800,261500,263500,265900,268300,271e3,272100,271700,274500,277400,281e3,283600,286300,289900,292200,293700,294700,295300,296300,298800,300400,301900,302400,307200,311800,319600,326e3,33e4,329200,324600,324200,324300 29 | 45,Oklahoma,28,96700,98700,99200,102600,103100,103800,101100,101300,99e3,96500,92900,95600,100700,104100,104100,105200,107e3,106800,104800,104200,105300,104400,103300,102700,104600,108500,109e3,109100,104500,102100,101300,101500,103700,103100,104400,105200,103700,102900,103e3,104100,107e3,107200,108900,108900,107700,109300,107100,108400,108400,111900,113800,113500,113100,113700,116300,117700,118500,117900,119100,119400,120400,120700,121e3,120900,121100,121800,123200,123800,124400,125e3,123600,123e3,123500,125700,127100,127300,128300,129e3,129300,129400,129900,130500,128400,128200,128700,130600,130700,130600,131400,131700,132e3,131500,131200,131200,133300,134400,134400,133e3,132800,133800,133700,132100,131100,131800,133400,133400,133300,133700,133800,134900,135700,137e3,136800,135500,134500,134700,136100,138100,137900,139600,139600,139400,139e3,139200, 30 | 11,Connecticut,29,265700,264e3,253500,242400,236300,237600,237500,237400,235e3,233500,231700,23e4,230700,227100,221900,216800,215600,216500,217500,220300,226400,231800,238e3,243100,248200,245e3,234500,225900,223800,232400,233700,239800,242600,251e3,253900,25e4,243800,239900,236800,236600,229200,228900,228500,227700,226300,221200,224400,223400,227200,229e3,228400,228300,226400,226300,222900,223100,225900,228900,226600,221e3,221600,225600,231300,232500,232700,237600,235900,235800,232600,234100,233700,231700,226300,223800,223600,226200,227800,227e3,225800,223500,225400,224100,222400,218e3,219500,221500,222100,221600,221400,220600,220900,220500,220200,219900,220200,225400,226300,227500,223600,224800,221600,222500,223100,227200,227700,227500,229100,230600,230800,229200,226900,227e3,225700,228900,227700,232500,235e3,239300,241100,243700,247800,249400,243200,239100, 31 | 19,Iowa,30,120900,123400,120600,117400,116800,115900,115e3,114500,113300,115400,115200,116900,116200,116500,116800,116700,117100,115800,114300,114600,115300,116800,116300,116800,118300,119600,120200,118200,116300,116500,118400,120300,120400,119200,117600,116400,115e3,115400,114600,116200,118100,120500,120300,122300,119800,120100,116400,117600,118200,12e4,121800,122400,123600,123700,124100,123900,124100,125500,125700,128600,129600,131600,129400,13e4,129900,129900,127900,128e3,127800,126100,122100,121700,123e3,124500,125200,125400,127500,129400,132e3,133700,134700,133700,134e3,134e3,138400,139400,140400,137800,138200,138100,138300,136900,136700,138100,141e3,145200,144600,144800,142600,143400,144100,143700,143200,142400,143100,145100,145400,146100,146e3,146900,146900,147e3,146700,148100,149400,153700,152200,150300,148700,155900,160200,160200,157300,157300, 32 | 6,Arkansas,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,116700,116600,114800,114600,115e3,115500,116200,119200,119600,121400,119e3,121500,122200,125900,127200,126600,129e3,129800,131800,128800,130600,130400,132500,131400,129900,128600,127500,128800,129e3,127800,126400,124400,123300,122800,122200,123e3,122200,122700,122400,121200,120800,121800,124100,126300,125700,130400,131500,133600,130700,130200,129900,129200,129400,129300,129300,129800,131300,131700,131800,130400,132100,132100,134800,134500,135e3,135300,138600,138300,138500,137400,136800,136e3,133800,136e3,137200,137500,138400,139700,142600,142800,143e3,146800,148e3,147800,143100,142100, 33 | 23,Kansas,32,152500,153200,151800,141300,137600,135600,143300,146500,145900,145600,143900,145900,146600,149e3,148200,146500,146e3,146900,149e3,15e4,150900,149600,150900,150100,153100,152500,151600,147600,144900,144900,149400,151200,153200,153300,152800,15e4,148300,146500,145600,143500,144500,146e3,147800,150900,151e3,152e3,150700,153800,153e3,152400,149100,148800,149700,150900,149100,150700,150500,154700,154e3,154900,154300,154800,155100,157e3,156100,158e3,157e3,157800,155700,157100,157400,158300,154300,151300,150300,153600,157600,158500,159600,160500,161800,161800,161700,163e3,164300,164200,163900,163300,164100,164600,164900,164200,164900,161900,155400,146200,143900,146800,155700,159900,163500,162300,162400,162500,163600,164e3,164800,165600,167e3,167800,168600,170600,174200,176600,179200,175100,174900,175200,182100,184e3,184800,180700,179900,178e3, 34 | 55,Utah,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21e4,211e3,213100,214e3,215100,213700,214200,213400,216200,217e3,215100,211900,209900,215200,218e3,219300,219200,223400,228900,230600,228400,229700,231500,236300,237e3,238600,24e4,244100,244900,245400,242800,244200,243900,244400,244100,246600,247900,248800,247800,248900,251300,252800,253600,256600,259200,261300,262100,261600,263400,263500,267200,269300,274e3,274900,276200,278600,284600,289300,293700,293900,, 35 | 42,Nevada,34,252e3,246800,238300,229200,218e3,207e3,198700,192400,183800,176100,169e3,163600,156600,146300,137900,131600,128300,125800,125400,127700,129200,130100,131300,132100,132700,133500,134400,134300,13e4,128e3,126700,127300,125900,124600,124100,124700,122500,119700,116800,115100,113100,110300,110500,112600,114300,113600,114e3,115e3,117e3,118300,119900,122600,124200,127300,130200,135200,139100,142700,145500,148700,151900,155400,157600,160800,162800,166500,168400,171100,172200,174400,176600,179300,181800,182400,181500,174500,173300,177200,186400,190500,191600,193700,195600,201e3,201800,202800,199700,198400,200200,201300,205200,205600,207e3,207500,213e3,218500,219400,216700,214300,214900,214800,214500,217100,22e4,223200,223200,228300,23e4,234200,232500,234600,236800,237700,239500,242400,247400,249100,251900,258300,266600,274500,276100,277200,276300, 36 | 61,West Virginia,35,93700,94200,98e3,98500,96800,94800,91600,93200,95e3,91800,91900,90100,94400,92e3,93900,96e3,102600,102e3,100500,98300,100500,100200,1e5,94400,93800,91500,95600,98e3,96900,93400,91100,94700,98200,1e5,104600,101e3,96200,90300,94500,98300,97500,96900,95900,102800,102400,109900,107800,107900,104900,102200,106500,106e3,107900,105900,108100,110600,113500,115e3,112800,113100,110200,113100,111900,115600,115800,117700,118100,117600,115500,111200,110800,109100,104800,103700,109100,114800,117300,116800,118100,117e3,120500,122600,125600,128300,132700,135500,132e3,131500,131400,131800,132400,132900,133200,133200,134600,135600,135700,133500,133900,133400,134500,134900,133700,136500,138200,142500,145400,145600,143900,141800,142800,143600,143800,142400,143600,145700,147600,150100,153400,154300,151500,145400,146600,, 37 | 38,Nebraska,36,123400,124800,124e3,121e3,118900,118700,117600,117800,115500,114700,112200,116900,119300,122800,121900,122400,122500,123300,124600,125800,124e3,123300,122600,124200,126500,128200,128e3,125e3,123100,125200,125900,126800,126700,129400,131600,131e3,129900,128400,127600,126300,126e3,127400,126800,128100,128700,131800,131600,131900,131800,133400,133600,132800,132700,133400,136200,136600,135400,135200,134700,134300,132900,132300,133600,134700,136100,135300,135500,135400,136500,135900,134400,135e3,135600,137500,136900,137e3,136900,138300,138600,139600,140400,142100,142400,143300,143e3,142900,143100,144200,145300,145800,146500,147500,147400,149800,149900,151100,150300,151300,150300,150600,147600,149600,149400,152400,152900,153700,157e3,157500,158700,159100,161300,161700,160600,159700,160700,162300,164400,165300,166400,166900,167900,169500,169400,170800, 38 | 20,Idaho,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,162400,164200,164800,165900,165600,165600,165400,165e3,165900,166100,167400,167200,168100,168500,166900,166900,167500,171e3,171900,173100,174400,176400,177300,179200,180800,181900,178900,179700,181e3,185300,185800,186400,186800,187e3,189e3,190100,191200,191100,190200,190900,191600,195800,197600,199500,198900,199800,199800,200700,200500,200600,201400,204500,208700,215e3,218600,220600,218500,219700,222900,23e4,233900,235700,234400, 39 | 13,Delaware,38,220900,217700,219600,214e3,211700,207700,207e3,209800,205600,208100,204600,210300,208e3,208200,208e3,203700,203400,2e5,200800,198600,197e3,200100,204100,204700,203e3,199900,201100,195600,197500,195e3,199100,192200,193200,192700,196200,191e3,185100,175900,173900,171900,175100,176600,180500,181e3,180100,183200,185100,183300,177400,175e3,175400,176500,179500,179300,177100,178600,182700,184700,185e3,181100,181200,179e3,181500,188600,190500,195700,195200,198800,194600,193500,184900,187700,187300,194300,192100,189800,187900,183400,191600,190500,194400,186700,185500,181600,183200,186300,190600,191800,193400,198500,199200,201400,203400,203700,205800,207e3,209e3,213300,213200,216400,216400,214800,214300,212800,215e3,218800,221200,225300,227300,225700,225700,222e3,219e3,212600,212200,210900,213100,216600,225300,230100,231e3,225500,222600,219800, 40 | 3,Alaska,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,306400,304100,302100,298e3,297600,300900,300500,302600,298400,296800,287700,282500,285200,288100,294900,292200,291400,288700,290200,288400,287600,284200,284300,279800,284400,290500,300500,305800,306900,309600,298500,297400,291700,294400, 41 | 37,North Dakota,40,137200,139500,140100,139200,137600,138600,138600,136500,137400,137300,136500,137700,139300,145e3,145400,148200,147200,146200,143800,140800,138400,139900,142100,145e3,142200,145100,145e3,149200,148300,152100,150200,151500,149200,147800,147900,150500,153600,153900,151100,150400,151600,153200,154400,151300,152300,153200,158500,162500,164e3,163900,163600,167200,169100,169600,173200,178100,183400,185100,180400,182100,183100,190400,187200,183800,181600,182400,183900,183e3,185e3,185600,191800,194200,198500,194e3,195300,197800,199100,201500,201500,206800,206200,207100,203300,203100,201400,207400,207300,212200,213800,217e3,213700,21e4,210100,213200,215e3,210600,211300,211500,216e3,214800,215800,215400,219200,221600,222300,219900,221700,223e3,218700,213900,217800,221300,221100,220300,220800,221700,218200,214900,214e3,208300,211100,215500,221200,223300, 42 | 12,District of Columbia,41,393100,393100,394e3,394100,399800,392100,392500,376e3,376600,367300,370200,364100,362800,363600,364200,370700,366e3,362200,359700,352300,354700,346300,361300,352300,344700,337300,347600,350700,350600,364800,383600,384200,387300,394800,412400,394100,376800,359700,359100,371400,365500,370600,368700,375700,372800,372900,374100,372700,360900,361e3,376100,388400,397900,400900,409400,413800,417400,429600,438100,449200,437600,44e4,433900,440200,441900,444300,455700,451400,455e3,449100,451e3,451200,454200,460700,468400,473600,479800,476800,472400,472100,476700,476100,483300,478900,489100,489700,497400,501400,494200,496e3,492200,496500,496400,500500,497800,505400,501800,506300,508200,507800,512400,514100,520500,529e3,526600,531600,537300,536500,541300,528900,526600,521900,528800,523300,520400,514500,513200,516100,512500,518200,511700,520500,528500,530200,530600 43 | --------------------------------------------------------------------------------