#Question 1: Import the dataset 2017_Building_Energy_Benchmarking.csv
data_bldg <- read.csv("./data/2017_Building_Energy_Benchmarking.csv")#Question 2: Summarize the dataset with `summary()
summary(data_bldg)## OSEBuildingID DataYear BuildingType PrimaryPropertyType
## Min. : 1 Min. :2017 Length:3461 Length:3461
## 1st Qu.:20033 1st Qu.:2017 Class :character Class :character
## Median :23212 Median :2017 Mode :character Mode :character
## Mean :21719 Mean :2017
## 3rd Qu.:26147 3rd Qu.:2017
## Max. :50289 Max. :2017
##
## PropertyName Address City State
## Length:3461 Length:3461 Length:3461 Length:3461
## Class :character Class :character Class :character Class :character
## Mode :character Mode :character Mode :character Mode :character
##
##
##
##
## ZipCode TaxParcelIdentificationNumber CouncilDistrictCode
## Min. :98006 Length:3461 Min. :1.000
## 1st Qu.:98105 Class :character 1st Qu.:3.000
## Median :98115 Mode :character Median :4.000
## Mean :98117 Mean :4.411
## 3rd Qu.:98122 3rd Qu.:7.000
## Max. :98272 Max. :7.000
## NA's :21 NA's :17
## Neighborhood Latitude Longitude YearBuilt
## Length:3461 Min. :47.50 Min. :-122.4 Min. :1900
## Class :character 1st Qu.:47.60 1st Qu.:-122.4 1st Qu.:1949
## Mode :character Median :47.62 Median :-122.3 Median :1976
## Mean :47.62 Mean :-122.3 Mean :1970
## 3rd Qu.:47.66 3rd Qu.:-122.3 3rd Qu.:1998
## Max. :47.73 Max. :-122.3 Max. :2017
## NA's :17 NA's :17 NA's :1
## NumberofBuildings NumberofFloors PropertyGFATotal PropertyGFAParking
## Min. : 0.000 Min. : 0.000 Min. : 20000 Min. : 0
## 1st Qu.: 1.000 1st Qu.: 2.000 1st Qu.: 28800 1st Qu.: 0
## Median : 1.000 Median : 4.000 Median : 45000 Median : 0
## Mean : 1.131 Mean : 4.759 Mean : 97555 Mean : 16514
## 3rd Qu.: 1.000 3rd Qu.: 5.000 3rd Qu.: 93191 3rd Qu.: 6567
## Max. :111.000 Max. :76.000 Max. :9320156 Max. :686750
## NA's :21 NA's :7 NA's :1317
## PropertyGFABuilding.s. ListOfAllPropertyUseTypes LargestPropertyUseType
## Min. : 3636 Length:3461 Length:3461
## 1st Qu.: 28302 Class :character Class :character
## Median : 47996 Mode :character Mode :character
## Mean : 100814
## 3rd Qu.: 95898
## Max. :9320156
## NA's :1317
## LargestPropertyUseTypeGFA SecondLargestPropertyUseType
## Min. : 5656 Length:3461
## 1st Qu.: 25368 Class :character
## Median : 40361 Mode :character
## Mean : 80277
## 3rd Qu.: 78440
## Max. :9236849
## NA's :22
## SecondLargestPropertyUseTypeGFA ThirdLargestPropertyUseType
## Min. : 0 Length:3461
## 1st Qu.: 5000 Class :character
## Median : 10840 Mode :character
## Mean : 28909
## 3rd Qu.: 27414
## Max. :686750
## NA's :1715
## ThirdLargestPropertyUseTypeGFA YearsENERGYSTARCertified ENERGYSTARScore
## Min. : 0 Min. :2.007e+03 Min. : 1.00
## 1st Qu.: 2392 1st Qu.:2.018e+03 1st Qu.: 57.00
## Median : 5178 Median :2.018e+07 Median : 80.00
## Mean : 11757 Mean :1.382e+65 Mean : 71.33
## 3rd Qu.: 10120 3rd Qu.:2.018e+15 3rd Qu.: 92.00
## Max. :459748 Max. :2.018e+67 Max. :100.00
## NA's :2851 NA's :3315 NA's :1006
## SiteEUI.kBtu.sf. SiteEUIWN.kBtu.sf. SourceEUI.kBtu.sf. SourceEUIWN.kBtu.sf.
## Min. : 0.0 Min. : 0.0 Min. : 0.0 Min. : 0.0
## 1st Qu.: 28.9 1st Qu.: 28.5 1st Qu.: 77.7 1st Qu.: 76.6
## Median : 40.4 Median : 39.8 Median : 100.2 Median : 98.7
## Mean : 278.3 Mean : 275.2 Mean : 359.2 Mean : 355.3
## 3rd Qu.: 63.7 3rd Qu.: 62.8 3rd Qu.: 147.1 3rd Qu.: 144.6
## Max. :757644.5 Max. :746358.1 Max. :757968.5 Max. :746681.0
## NA's :33 NA's :46 NA's :33 NA's :46
## SiteEnergyUse.kBtu. SiteEnergyUseWN.kBtu. SteamUse.kBtu.
## Min. :0.000e+00 Min. :0.000e+00 Min. : 83081
## 1st Qu.:9.814e+05 1st Qu.:9.672e+05 1st Qu.: 1166578
## Median :1.938e+06 Median :1.902e+06 Median : 2744007
## Mean :5.608e+07 Mean :5.546e+07 Mean : 10885517
## 3rd Qu.:4.451e+06 3rd Qu.:4.395e+06 3rd Qu.: 7811140
## Max. :1.725e+11 Max. :1.699e+11 Max. :257991360
## NA's :33 NA's :46 NA's :3324
## Electricity.kWh. Electricity.kBtu. NaturalGas.therms. NaturalGas.kBtu.
## Min. : -36727 Min. : -125314 Min. : 0 Min. : 0
## 1st Qu.: 194413 1st Qu.: 663336 1st Qu.: 4268 1st Qu.: 426845
## Median : 353149 Median : 1204945 Median : 10107 Median : 1010714
## Mean : 1106094 Mean : 3773992 Mean : 24502 Mean : 2450212
## 3rd Qu.: 857211 3rd Qu.: 2924805 3rd Qu.: 22910 3rd Qu.: 2290958
## Max. :196026272 Max. :668841640 Max. :4169035 Max. :416903500
## NA's :27 NA's :27 NA's :1271 NA's :1271
## TotalGHGEmissions GHGEmissionsIntensity DefaultData ComplianceStatus
## Min. : -0.52 Min. :-0.010 Length:3461 Length:3461
## 1st Qu.: 6.17 1st Qu.: 0.129 Class :character Class :character
## Median : 32.20 Median : 0.572 Mode :character Mode :character
## Mean : 120.74 Mean : 1.169
## 3rd Qu.: 96.24 3rd Qu.: 1.384
## Max. :22813.61 Max. :50.139
##
## Outlier
## Length:3461
## Class :character
## Mode :character
##
##
##
## #Question 3: Show the first 4 rows of the dataset with TWO methods.
data_bldg[1:4]## OSEBuildingID DataYear BuildingType PrimaryPropertyType
## 1 1 2017 NonResidential Hotel
## 2 2 2017 NonResidential Hotel
## 3 3 2017 Campus Hotel
## 4 5 2017 NonResidential Hotel
## 5 8 2017 NonResidential Hotel
## 6 9 2017 Nonresidential COS Other
## 7 10 2017 NonResidential Hotel
## 8 11 2017 NonResidential Other
## 9 12 2017 NonResidential Hotel
## 10 13 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 11 15 2017 NonResidential Hotel
## 12 16 2017 NonResidential Hotel
## 13 17 2017 NonResidential Hotel
## 14 18 2017 NonResidential Hotel
## 15 19 2017 NonResidential Hotel
## 16 21 2017 Nonresidential COS Other
## 17 22 2017 NonResidential Other
## 18 23 2017 NonResidential Hotel
## 19 24 2017 NonResidential Mixed Use Property
## 20 25 2017 NonResidential Hotel
## 21 26 2017 NonResidential Other
## 22 27 2017 NonResidential Other
## 23 28 2017 SPS-District K-12 K-12 School
## 24 29 2017 NonResidential Hotel
## 25 30 2017 NonResidential University
## 26 31 2017 NonResidential Other
## 27 32 2017 NonResidential Hotel
## 28 33 2017 NonResidential Hotel
## 29 34 2017 SPS-District K-12 K-12 School
## 30 35 2017 NonResidential Hotel
## 31 36 2017 SPS-District K-12 K-12 School
## 32 37 2017 SPS-District K-12 K-12 School
## 33 38 2017 NonResidential Small- and Mid-Sized Office
## 34 40 2017 NonResidential Hotel
## 35 41 2017 NonResidential Self-Storage Facility
## 36 43 2017 Campus Mixed Use Property
## 37 46 2017 Campus Warehouse
## 38 50 2017 SPS-District K-12 K-12 School
## 39 51 2017 SPS-District K-12 K-12 School
## 40 52 2017 NonResidential Small- and Mid-Sized Office
## 41 53 2017 NonResidential Small- and Mid-Sized Office
## 42 54 2017 NonResidential K-12 School
## 43 55 2017 NonResidential Self-Storage Facility
## 44 56 2017 NonResidential Hotel
## 45 57 2017 NonResidential Large Office
## 46 58 2017 NonResidential Other
## 47 59 2017 NonResidential Small- and Mid-Sized Office
## 48 60 2017 NonResidential Mixed Use Property
## 49 62 2017 NonResidential Hotel
## 50 63 2017 Campus Hotel
## 51 65 2017 NonResidential Hotel
## 52 66 2017 NonResidential Hotel
## 53 67 2017 NonResidential Hotel
## 54 68 2017 NonResidential Hotel
## 55 69 2017 NonResidential Hotel
## 56 70 2017 NonResidential Hotel
## 57 73 2017 NonResidential K-12 School
## 58 77 2017 NonResidential Hotel
## 59 82 2017 NonResidential Small- and Mid-Sized Office
## 60 84 2017 NonResidential Senior Care Community
## 61 85 2017 NonResidential Senior Care Community
## 62 86 2017 NonResidential Hotel
## 63 87 2017 SPS-District K-12 K-12 School
## 64 89 2017 NonResidential Medical Office
## 65 95 2017 NonResidential Hotel
## 66 96 2017 NonResidential Mixed Use Property
## 67 98 2017 NonResidential Retail Store
## 68 100 2017 NonResidential Large Office
## 69 102 2017 NonResidential Hotel
## 70 103 2017 Nonresidential COS Other
## 71 104 2017 Nonresidential COS Other
## 72 106 2017 Nonresidential COS Other
## 73 107 2017 NonResidential Large Office
## 74 110 2017 Nonresidential COS Other
## 75 111 2017 Nonresidential COS Other
## 76 112 2017 Nonresidential COS Other
## 77 113 2017 NonResidential Small- and Mid-Sized Office
## 78 114 2017 NonResidential Large Office
## 79 115 2017 NonResidential Small- and Mid-Sized Office
## 80 116 2017 NonResidential Hotel
## 81 117 2017 NonResidential Hotel
## 82 118 2017 SPS-District K-12 K-12 School
## 83 119 2017 NonResidential K-12 School
## 84 120 2017 NonResidential K-12 School
## 85 121 2017 NonResidential Small- and Mid-Sized Office
## 86 122 2017 SPS-District K-12 K-12 School
## 87 125 2017 SPS-District K-12 K-12 School
## 88 127 2017 SPS-District K-12 K-12 School
## 89 130 2017 SPS-District K-12 K-12 School
## 90 131 2017 NonResidential Other
## 91 132 2017 NonResidential Other
## 92 136 2017 NonResidential Hotel
## 93 137 2017 SPS-District K-12 K-12 School
## 94 138 2017 SPS-District K-12 K-12 School
## 95 139 2017 NonResidential Hotel
## 96 140 2017 SPS-District K-12 K-12 School
## 97 144 2017 NonResidential Hotel
## 98 145 2017 Nonresidential COS Other
## 99 147 2017 Campus Hospital
## 100 148 2017 SPS-District K-12 K-12 School
## 101 163 2017 Nonresidential COS Other
## 102 167 2017 NonResidential Other
## 103 168 2017 NonResidential Hotel
## 104 169 2017 SPS-District K-12 K-12 School
## 105 170 2017 NonResidential University
## 106 172 2017 Campus University
## 107 173 2017 NonResidential Small- and Mid-Sized Office
## 108 174 2017 Nonresidential COS Other
## 109 175 2017 SPS-District K-12 K-12 School
## 110 176 2017 SPS-District K-12 K-12 School
## 111 177 2017 SPS-District K-12 K-12 School
## 112 178 2017 SPS-District K-12 K-12 School
## 113 179 2017 NonResidential Small- and Mid-Sized Office
## 114 180 2017 NonResidential Other
## 115 182 2017 NonResidential University
## 116 183 2017 Multifamily LR (1-4) Residence Hall
## 117 185 2017 SPS-District K-12 K-12 School
## 118 187 2017 NonResidential Other
## 119 189 2017 SPS-District K-12 K-12 School
## 120 190 2017 NonResidential Small- and Mid-Sized Office
## 121 194 2017 Campus Retail Store
## 122 195 2017 NonResidential Other
## 123 197 2017 NonResidential Retail Store
## 124 198 2017 Campus Hospital
## 125 200 2017 NonResidential Other
## 126 205 2017 SPS-District K-12 K-12 School
## 127 209 2017 NonResidential Self-Storage Facility
## 128 211 2017 Campus University
## 129 212 2017 SPS-District K-12 K-12 School
## 130 214 2017 SPS-District K-12 K-12 School
## 131 215 2017 NonResidential Warehouse
## 132 216 2017 SPS-District K-12 K-12 School
## 133 217 2017 SPS-District K-12 K-12 School
## 134 220 2017 NonResidential Warehouse
## 135 223 2017 NonResidential Retail Store
## 136 224 2017 NonResidential Retail Store
## 137 225 2017 SPS-District K-12 K-12 School
## 138 226 2017 SPS-District K-12 K-12 School
## 139 227 2017 SPS-District K-12 K-12 School
## 140 228 2017 NonResidential Other
## 141 229 2017 SPS-District K-12 K-12 School
## 142 230 2017 NonResidential Self-Storage Facility
## 143 231 2017 SPS-District K-12 K-12 School
## 144 232 2017 NonResidential Hotel
## 145 233 2017 Nonresidential COS Other
## 146 234 2017 Nonresidential COS Warehouse
## 147 235 2017 NonResidential Hotel
## 148 237 2017 SPS-District K-12 K-12 School
## 149 238 2017 Nonresidential COS Small- and Mid-Sized Office
## 150 239 2017 SPS-District K-12 K-12 School
## 151 241 2017 NonResidential Hotel
## 152 242 2017 SPS-District K-12 K-12 School
## 153 243 2017 SPS-District K-12 K-12 School
## 154 244 2017 NonResidential Small- and Mid-Sized Office
## 155 245 2017 NonResidential Other
## 156 247 2017 Nonresidential COS Distribution Center
## 157 248 2017 Nonresidential COS Warehouse
## 158 249 2017 NonResidential Other
## 159 250 2017 NonResidential Hotel
## 160 257 2017 NonResidential Warehouse
## 161 260 2017 SPS-District K-12 K-12 School
## 162 261 2017 Campus Large Office
## 163 263 2017 NonResidential Other
## 164 264 2017 NonResidential Mixed Use Property
## 165 265 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 166 266 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 167 267 2017 NonResidential Hotel
## 168 268 2017 Campus Hospital
## 169 273 2017 SPS-District K-12 K-12 School
## 170 274 2017 NonResidential Self-Storage Facility
## 171 276 2017 Campus Hospital
## 172 278 2017 NonResidential Senior Care Community
## 173 279 2017 SPS-District K-12 K-12 School
## 174 280 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 175 281 2017 NonResidential K-12 School
## 176 282 2017 NonResidential Hotel
## 177 283 2017 NonResidential Small- and Mid-Sized Office
## 178 284 2017 NonResidential Worship Facility
## 179 285 2017 NonResidential Worship Facility
## 180 286 2017 SPS-District K-12 K-12 School
## 181 287 2017 SPS-District K-12 K-12 School
## 182 289 2017 SPS-District K-12 K-12 School
## 183 290 2017 SPS-District K-12 K-12 School
## 184 291 2017 SPS-District K-12 K-12 School
## 185 292 2017 SPS-District K-12 K-12 School
## 186 293 2017 NonResidential Other
## 187 294 2017 NonResidential Residence Hall
## 188 295 2017 NonResidential Other
## 189 296 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 190 297 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 191 299 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 192 300 2017 SPS-District K-12 K-12 School
## 193 302 2017 NonResidential Other
## 194 313 2017 NonResidential Medical Office
## 195 314 2017 NonResidential Hotel
## 196 315 2017 Campus Other
## 197 316 2017 NonResidential Hotel
## 198 317 2017 Nonresidential COS Other
## 199 318 2017 NonResidential Mixed Use Property
## 200 319 2017 NonResidential Small- and Mid-Sized Office
## 201 320 2017 NonResidential Warehouse
## 202 322 2017 NonResidential Large Office
## 203 323 2017 NonResidential Small- and Mid-Sized Office
## 204 324 2017 NonResidential Large Office
## 205 325 2017 NonResidential Other
## 206 326 2017 NonResidential Large Office
## 207 327 2017 NonResidential Retail Store
## 208 328 2017 NonResidential Large Office
## 209 329 2017 NonResidential Large Office
## 210 330 2017 NonResidential Small- and Mid-Sized Office
## 211 331 2017 NonResidential Large Office
## 212 332 2017 NonResidential Small- and Mid-Sized Office
## 213 333 2017 NonResidential Large Office
## 214 334 2017 NonResidential Large Office
## 215 335 2017 NonResidential Large Office
## 216 336 2017 NonResidential Large Office
## 217 337 2017 NonResidential Large Office
## 218 338 2017 NonResidential Other
## 219 410 2017 NonResidential Hotel
## 220 339 2017 NonResidential Small- and Mid-Sized Office
## 221 340 2017 NonResidential Small- and Mid-Sized Office
## 222 341 2017 NonResidential Large Office
## 223 342 2017 NonResidential Large Office
## 224 343 2017 NonResidential Large Office
## 225 345 2017 NonResidential Large Office
## 226 346 2017 NonResidential Large Office
## 227 347 2017 NonResidential Small- and Mid-Sized Office
## 228 348 2017 NonResidential Large Office
## 229 349 2017 NonResidential Large Office
## 230 350 2017 NonResidential Large Office
## 231 351 2017 NonResidential Large Office
## 232 352 2017 NonResidential Large Office
## 233 353 2017 NonResidential Large Office
## 234 354 2017 NonResidential Large Office
## 235 355 2017 NonResidential Large Office
## 236 356 2017 NonResidential Large Office
## 237 357 2017 Nonresidential COS Large Office
## 238 358 2017 Nonresidential COS Large Office
## 239 359 2017 Nonresidential COS Large Office
## 240 360 2017 NonResidential Large Office
## 241 361 2017 NonResidential Large Office
## 242 363 2017 NonResidential Retail Store
## 243 364 2017 NonResidential Large Office
## 244 365 2017 NonResidential Other
## 245 366 2017 NonResidential Small- and Mid-Sized Office
## 246 367 2017 NonResidential Large Office
## 247 368 2017 NonResidential Large Office
## 248 369 2017 NonResidential Self-Storage Facility
## 249 370 2017 NonResidential Large Office
## 250 371 2017 NonResidential Mixed Use Property
## 251 372 2017 NonResidential Large Office
## 252 373 2017 NonResidential Large Office
## 253 374 2017 NonResidential Mixed Use Property
## 254 375 2017 NonResidential Large Office
## 255 376 2017 NonResidential Large Office
## 256 377 2017 NonResidential Large Office
## 257 379 2017 NonResidential Large Office
## 258 381 2017 NonResidential Supermarket / Grocery Store
## 259 382 2017 NonResidential Small- and Mid-Sized Office
## 260 383 2017 NonResidential Large Office
## 261 384 2017 NonResidential Warehouse
## 262 385 2017 NonResidential Large Office
## 263 386 2017 NonResidential Large Office
## 264 387 2017 NonResidential Large Office
## 265 388 2017 NonResidential Large Office
## 266 389 2017 NonResidential Hotel
## 267 390 2017 NonResidential Retail Store
## 268 391 2017 NonResidential Mixed Use Property
## 269 392 2017 NonResidential Warehouse
## 270 393 2017 NonResidential Large Office
## 271 394 2017 NonResidential Large Office
## 272 395 2017 NonResidential Warehouse
## 273 396 2017 NonResidential Warehouse
## 274 398 2017 NonResidential Large Office
## 275 399 2017 NonResidential Large Office
## 276 401 2017 NonResidential Hotel
## 277 422 2017 NonResidential Large Office
## 278 402 2017 NonResidential Large Office
## 279 403 2017 NonResidential Large Office
## 280 404 2017 NonResidential Retail Store
## 281 405 2017 NonResidential Large Office
## 282 406 2017 NonResidential Large Office
## 283 408 2017 NonResidential Large Office
## 284 409 2017 NonResidential Large Office
## 285 411 2017 NonResidential Large Office
## 286 412 2017 NonResidential Small- and Mid-Sized Office
## 287 413 2017 NonResidential Large Office
## 288 414 2017 NonResidential Large Office
## 289 415 2017 NonResidential Large Office
## 290 416 2017 NonResidential Small- and Mid-Sized Office
## 291 417 2017 NonResidential Large Office
## 292 418 2017 NonResidential Mixed Use Property
## 293 419 2017 Campus Mixed Use Property
## 294 420 2017 NonResidential Other
## 295 421 2017 NonResidential Other
## 296 423 2017 NonResidential Large Office
## 297 424 2017 NonResidential Large Office
## 298 425 2017 NonResidential Large Office
## 299 426 2017 NonResidential Small- and Mid-Sized Office
## 300 427 2017 NonResidential Large Office
## 301 428 2017 NonResidential Other
## 302 429 2017 NonResidential Large Office
## 303 430 2017 NonResidential Small- and Mid-Sized Office
## 304 432 2017 Campus Mixed Use Property
## 305 433 2017 NonResidential Retail Store
## 306 434 2017 NonResidential Other
## 307 435 2017 NonResidential Other
## 308 436 2017 NonResidential Other
## 309 437 2017 NonResidential Medical Office
## 310 438 2017 NonResidential Medical Office
## 311 439 2017 NonResidential Mixed Use Property
## 312 440 2017 NonResidential Mixed Use Property
## 313 441 2017 NonResidential Hotel
## 314 443 2017 NonResidential Large Office
## 315 444 2017 NonResidential Warehouse
## 316 446 2017 NonResidential Distribution Center
## 317 447 2017 NonResidential Warehouse
## 318 449 2017 NonResidential Large Office
## 319 451 2017 NonResidential Distribution Center
## 320 452 2017 NonResidential Large Office
## 321 453 2017 NonResidential Small- and Mid-Sized Office
## 322 455 2017 NonResidential Mid-Rise Multifamily
## 323 456 2017 NonResidential Large Office
## 324 457 2017 NonResidential Large Office
## 325 458 2017 NonResidential Small- and Mid-Sized Office
## 326 459 2017 NonResidential Small- and Mid-Sized Office
## 327 460 2017 NonResidential Large Office
## 328 461 2017 NonResidential Small- and Mid-Sized Office
## 329 462 2017 NonResidential Small- and Mid-Sized Office
## 330 463 2017 NonResidential Large Office
## 331 464 2017 NonResidential Retail Store
## 332 734 2017 NonResidential Small- and Mid-Sized Office
## 333 465 2017 NonResidential Large Office
## 334 466 2017 NonResidential Other
## 335 467 2017 NonResidential Retail Store
## 336 468 2017 NonResidential Large Office
## 337 469 2017 NonResidential Laboratory
## 338 470 2017 NonResidential Laboratory
## 339 471 2017 NonResidential Large Office
## 340 473 2017 NonResidential Large Office
## 341 474 2017 NonResidential Self-Storage Facility
## 342 475 2017 NonResidential Large Office
## 343 476 2017 NonResidential Large Office
## 344 477 2017 Campus Other
## 345 480 2017 NonResidential Mixed Use Property
## 346 481 2017 NonResidential Large Office
## 347 482 2017 NonResidential Large Office
## 348 484 2017 NonResidential Mixed Use Property
## 349 487 2017 NonResidential Laboratory
## 350 488 2017 NonResidential Mixed Use Property
## 351 489 2017 NonResidential Small- and Mid-Sized Office
## 352 490 2017 NonResidential Small- and Mid-Sized Office
## 353 491 2017 NonResidential Small- and Mid-Sized Office
## 354 492 2017 NonResidential Small- and Mid-Sized Office
## 355 493 2017 NonResidential Small- and Mid-Sized Office
## 356 494 2017 NonResidential Medical Office
## 357 495 2017 NonResidential Medical Office
## 358 496 2017 NonResidential Self-Storage Facility
## 359 497 2017 NonResidential Self-Storage Facility
## 360 498 2017 NonResidential Hospital
## 361 499 2017 NonResidential Small- and Mid-Sized Office
## 362 500 2017 NonResidential Supermarket / Grocery Store
## 363 503 2017 NonResidential Supermarket / Grocery Store
## 364 504 2017 Nonresidential COS Other
## 365 507 2017 NonResidential Other
## 366 508 2017 NonResidential Other
## 367 513 2017 NonResidential Other
## 368 514 2017 NonResidential Retail Store
## 369 515 2017 NonResidential Self-Storage Facility
## 370 516 2017 NonResidential Other
## 371 517 2017 NonResidential Supermarket / Grocery Store
## 372 518 2017 NonResidential Retail Store
## 373 519 2017 NonResidential Supermarket / Grocery Store
## 374 520 2017 NonResidential Large Office
## 375 521 2017 NonResidential Small- and Mid-Sized Office
## 376 522 2017 NonResidential Small- and Mid-Sized Office
## 377 523 2017 NonResidential Large Office
## 378 524 2017 NonResidential Large Office
## 379 525 2017 NonResidential Other
## 380 526 2017 NonResidential Large Office
## 381 527 2017 NonResidential Warehouse
## 382 528 2017 NonResidential Warehouse
## 383 529 2017 NonResidential Small- and Mid-Sized Office
## 384 530 2017 NonResidential Warehouse
## 385 531 2017 NonResidential Other
## 386 532 2017 NonResidential Retail Store
## 387 533 2017 NonResidential Self-Storage Facility
## 388 534 2017 NonResidential Warehouse
## 389 536 2017 NonResidential Self-Storage Facility
## 390 538 2017 NonResidential Large Office
## 391 539 2017 NonResidential Retail Store
## 392 540 2017 NonResidential Warehouse
## 393 543 2017 NonResidential Distribution Center
## 394 544 2017 NonResidential Distribution Center
## 395 545 2017 NonResidential Distribution Center
## 396 546 2017 NonResidential Warehouse
## 397 547 2017 NonResidential Warehouse
## 398 548 2017 NonResidential Small- and Mid-Sized Office
## 399 549 2017 NonResidential Small- and Mid-Sized Office
## 400 550 2017 NonResidential Self-Storage Facility
## 401 551 2017 NonResidential Mixed Use Property
## 402 552 2017 NonResidential Distribution Center
## 403 553 2017 NonResidential Distribution Center
## 404 554 2017 NonResidential Distribution Center
## 405 555 2017 NonResidential Other
## 406 556 2017 NonResidential Refrigerated Warehouse
## 407 557 2017 NonResidential Supermarket / Grocery Store
## 408 558 2017 NonResidential Supermarket / Grocery Store
## 409 559 2017 NonResidential Large Office
## 410 561 2017 NonResidential Large Office
## 411 562 2017 NonResidential Retail Store
## 412 563 2017 NonResidential Small- and Mid-Sized Office
## 413 564 2017 NonResidential Warehouse
## 414 565 2017 NonResidential Large Office
## 415 566 2017 NonResidential Other
## 416 568 2017 NonResidential Warehouse
## 417 569 2017 NonResidential Mixed Use Property
## 418 570 2017 NonResidential Small- and Mid-Sized Office
## 419 571 2017 NonResidential Distribution Center
## 420 572 2017 NonResidential Mixed Use Property
## 421 573 2017 NonResidential Large Office
## 422 574 2017 NonResidential Retail Store
## 423 575 2017 NonResidential Small- and Mid-Sized Office
## 424 576 2017 NonResidential Other
## 425 577 2017 NonResidential Small- and Mid-Sized Office
## 426 578 2017 NonResidential Distribution Center
## 427 579 2017 NonResidential Warehouse
## 428 580 2017 NonResidential Large Office
## 429 581 2017 NonResidential Medical Office
## 430 582 2017 NonResidential Medical Office
## 431 583 2017 NonResidential Warehouse
## 432 584 2017 NonResidential Warehouse
## 433 585 2017 NonResidential Medical Office
## 434 586 2017 NonResidential Retail Store
## 435 588 2017 NonResidential Mixed Use Property
## 436 589 2017 NonResidential Large Office
## 437 590 2017 NonResidential Warehouse
## 438 592 2017 NonResidential Other
## 439 594 2017 NonResidential Other
## 440 595 2017 NonResidential Small- and Mid-Sized Office
## 441 596 2017 NonResidential Small- and Mid-Sized Office
## 442 615 2017 NonResidential Large Office
## 443 597 2017 NonResidential Large Office
## 444 598 2017 NonResidential Warehouse
## 445 599 2017 NonResidential Refrigerated Warehouse
## 446 600 2017 NonResidential Warehouse
## 447 601 2017 NonResidential Mixed Use Property
## 448 602 2017 NonResidential Mixed Use Property
## 449 603 2017 NonResidential Mixed Use Property
## 450 604 2017 NonResidential Large Office
## 451 605 2017 NonResidential Small- and Mid-Sized Office
## 452 606 2017 NonResidential Warehouse
## 453 607 2017 NonResidential Supermarket / Grocery Store
## 454 608 2017 NonResidential Large Office
## 455 609 2017 NonResidential Small- and Mid-Sized Office
## 456 610 2017 NonResidential Small- and Mid-Sized Office
## 457 611 2017 NonResidential Small- and Mid-Sized Office
## 458 612 2017 NonResidential Small- and Mid-Sized Office
## 459 613 2017 NonResidential Small- and Mid-Sized Office
## 460 614 2017 NonResidential Small- and Mid-Sized Office
## 461 616 2017 NonResidential Large Office
## 462 617 2017 NonResidential Small- and Mid-Sized Office
## 463 706 2017 NonResidential Large Office
## 464 618 2017 NonResidential Small- and Mid-Sized Office
## 465 619 2017 Nonresidential COS Other
## 466 620 2017 NonResidential Mixed Use Property
## 467 621 2017 NonResidential Warehouse
## 468 622 2017 NonResidential Other
## 469 623 2017 NonResidential Distribution Center
## 470 624 2017 NonResidential Other
## 471 625 2017 NonResidential Large Office
## 472 626 2017 NonResidential Warehouse
## 473 627 2017 NonResidential Small- and Mid-Sized Office
## 474 628 2017 NonResidential Distribution Center
## 475 629 2017 NonResidential Distribution Center
## 476 630 2017 NonResidential Small- and Mid-Sized Office
## 477 632 2017 NonResidential Small- and Mid-Sized Office
## 478 633 2017 NonResidential Large Office
## 479 634 2017 NonResidential Large Office
## 480 635 2017 NonResidential Small- and Mid-Sized Office
## 481 637 2017 NonResidential Mixed Use Property
## 482 638 2017 NonResidential Warehouse
## 483 639 2017 NonResidential Small- and Mid-Sized Office
## 484 640 2017 Campus Large Office
## 485 641 2017 NonResidential Retail Store
## 486 642 2017 NonResidential Warehouse
## 487 647 2017 NonResidential Distribution Center
## 488 649 2017 NonResidential Small- and Mid-Sized Office
## 489 650 2017 NonResidential Small- and Mid-Sized Office
## 490 651 2017 NonResidential Medical Office
## 491 652 2017 NonResidential Large Office
## 492 654 2017 NonResidential Retail Store
## 493 655 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 494 656 2017 NonResidential Medical Office
## 495 657 2017 NonResidential Mixed Use Property
## 496 658 2017 NonResidential Large Office
## 497 659 2017 NonResidential Large Office
## 498 660 2017 NonResidential Small- and Mid-Sized Office
## 499 661 2017 NonResidential Medical Office
## 500 671 2017 NonResidential Medical Office
## 501 673 2017 NonResidential Retail Store
## 502 674 2017 NonResidential Medical Office
## 503 677 2017 NonResidential Medical Office
## 504 678 2017 NonResidential Large Office
## 505 679 2017 NonResidential Small- and Mid-Sized Office
## 506 680 2017 NonResidential Small- and Mid-Sized Office
## 507 681 2017 NonResidential Large Office
## 508 682 2017 NonResidential Other
## 509 683 2017 NonResidential Other
## 510 684 2017 Multifamily HR (10+) High-Rise Multifamily
## 511 685 2017 NonResidential Large Office
## 512 687 2017 NonResidential Mixed Use Property
## 513 688 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 514 689 2017 NonResidential Other
## 515 690 2017 NonResidential Large Office
## 516 691 2017 NonResidential High-Rise Multifamily
## 517 692 2017 NonResidential Other
## 518 693 2017 NonResidential Small- and Mid-Sized Office
## 519 694 2017 NonResidential Large Office
## 520 696 2017 NonResidential Large Office
## 521 700 2017 NonResidential Supermarket / Grocery Store
## 522 701 2017 NonResidential Retail Store
## 523 702 2017 NonResidential Small- and Mid-Sized Office
## 524 703 2017 NonResidential Large Office
## 525 704 2017 NonResidential Large Office
## 526 705 2017 NonResidential Large Office
## 527 707 2017 NonResidential Large Office
## 528 708 2017 NonResidential Large Office
## 529 709 2017 NonResidential Large Office
## 530 710 2017 NonResidential Large Office
## 531 711 2017 NonResidential Self-Storage Facility
## 532 712 2017 NonResidential Large Office
## 533 713 2017 NonResidential Large Office
## 534 715 2017 NonResidential Large Office
## 535 716 2017 NonResidential Small- and Mid-Sized Office
## 536 717 2017 Nonresidential COS Mixed Use Property
## 537 718 2017 NonResidential Large Office
## 538 719 2017 NonResidential Distribution Center
## 539 720 2017 NonResidential Warehouse
## 540 722 2017 NonResidential Warehouse
## 541 723 2017 NonResidential Distribution Center
## 542 725 2017 NonResidential Distribution Center
## 543 727 2017 NonResidential Distribution Center
## 544 728 2017 NonResidential Warehouse
## 545 729 2017 NonResidential Distribution Center
## 546 730 2017 NonResidential Other
## 547 731 2017 NonResidential Mixed Use Property
## 548 732 2017 NonResidential Supermarket / Grocery Store
## 549 735 2017 NonResidential Warehouse
## 550 738 2017 NonResidential Other
## 551 739 2017 NonResidential Large Office
## 552 740 2017 NonResidential Small- and Mid-Sized Office
## 553 741 2017 NonResidential Large Office
## 554 742 2017 NonResidential Mixed Use Property
## 555 743 2017 NonResidential Laboratory
## 556 744 2017 NonResidential Large Office
## 557 745 2017 NonResidential Large Office
## 558 748 2017 NonResidential Small- and Mid-Sized Office
## 559 749 2017 NonResidential Large Office
## 560 750 2017 NonResidential Large Office
## 561 751 2017 NonResidential Large Office
## 562 752 2017 NonResidential Large Office
## 563 753 2017 NonResidential Other
## 564 754 2017 NonResidential Large Office
## 565 755 2017 NonResidential Medical Office
## 566 756 2017 NonResidential Retail Store
## 567 757 2017 NonResidential Mixed Use Property
## 568 758 2017 NonResidential Other
## 569 759 2017 NonResidential Mixed Use Property
## 570 760 2017 NonResidential Large Office
## 571 761 2017 NonResidential Retail Store
## 572 762 2017 NonResidential Retail Store
## 573 763 2017 NonResidential Small- and Mid-Sized Office
## 574 764 2017 NonResidential Large Office
## 575 765 2017 NonResidential Large Office
## 576 766 2017 NonResidential Large Office
## 577 767 2017 NonResidential Large Office
## 578 768 2017 NonResidential Large Office
## 579 769 2017 NonResidential Small- and Mid-Sized Office
## 580 771 2017 NonResidential Large Office
## 581 772 2017 NonResidential Large Office
## 582 773 2017 NonResidential Small- and Mid-Sized Office
## 583 774 2017 NonResidential Large Office
## 584 775 2017 NonResidential Large Office
## 585 776 2017 NonResidential Medical Office
## 586 777 2017 NonResidential University
## 587 778 2017 NonResidential Small- and Mid-Sized Office
## 588 779 2017 NonResidential Large Office
## 589 780 2017 NonResidential Large Office
## 590 782 2017 NonResidential Other
## 591 783 2017 NonResidential Small- and Mid-Sized Office
## 592 784 2017 NonResidential Warehouse
## 593 785 2017 Nonresidential COS Small- and Mid-Sized Office
## 594 787 2017 NonResidential Warehouse
## 595 791 2017 NonResidential Other
## 596 792 2017 NonResidential Small- and Mid-Sized Office
## 597 793 2017 NonResidential Large Office
## 598 794 2017 NonResidential Warehouse
## 599 796 2017 NonResidential Large Office
## 600 797 2017 NonResidential Distribution Center
## 601 798 2017 NonResidential Warehouse
## 602 799 2017 NonResidential Distribution Center
## 603 800 2017 NonResidential Retail Store
## 604 801 2017 NonResidential Other
## 605 802 2017 NonResidential Supermarket / Grocery Store
## 606 803 2017 NonResidential Small- and Mid-Sized Office
## 607 804 2017 NonResidential Other
## 608 805 2017 NonResidential Distribution Center
## 609 806 2017 NonResidential Mixed Use Property
## 610 807 2017 NonResidential Large Office
## 611 809 2017 NonResidential Small- and Mid-Sized Office
## 612 811 2017 NonResidential Warehouse
## 613 812 2017 NonResidential Warehouse
## 614 813 2017 NonResidential Warehouse
## 615 814 2017 NonResidential Large Office
## 616 815 2017 NonResidential Large Office
## 617 817 2017 NonResidential Mixed Use Property
## 618 819 2017 NonResidential Retail Store
## 619 820 2017 SPS-District K-12 K-12 School
## 620 821 2017 NonResidential Warehouse
## 621 822 2017 NonResidential Warehouse
## 622 828 2017 Campus Hospital
## 623 829 2017 NonResidential Other
## 624 830 2017 NonResidential Mixed Use Property
## 625 831 2017 NonResidential Medical Office
## 626 832 2017 NonResidential Other
## 627 837 2017 NonResidential Warehouse
## 628 839 2017 NonResidential Hotel
## 629 841 2017 NonResidential Other
## 630 843 2017 NonResidential Hotel
## 631 845 2017 NonResidential Self-Storage Facility
## 632 847 2017 NonResidential Warehouse
## 633 848 2017 NonResidential Retail Store
## 634 850 2017 SPS-District K-12 K-12 School
## 635 851 2017 NonResidential University
## 636 854 2017 SPS-District K-12 Other
## 637 857 2017 NonResidential Warehouse
## 638 858 2017 NonResidential Medical Office
## 639 859 2017 NonResidential Retail Store
## 640 861 2017 NonResidential Medical Office
## 641 864 2017 NonResidential Self-Storage Facility
## 642 866 2017 SPS-District K-12 K-12 School
## 643 867 2017 NonResidential Supermarket / Grocery Store
## 644 868 2017 NonResidential Other
## 645 1280 2017 NonResidential Mixed Use Property
## 646 1281 2017 NonResidential Large Office
## 647 19440 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 648 19441 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 649 19445 2017 NonResidential Low-Rise Multifamily
## 650 19448 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 651 19451 2017 NonResidential Senior Care Community
## 652 19453 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 653 19454 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 654 19456 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 655 19459 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 656 19461 2017 NonResidential Worship Facility
## 657 19462 2017 SPS-District K-12 K-12 School
## 658 19464 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 659 19466 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 660 19471 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 661 19472 2017 NonResidential Mixed Use Property
## 662 19477 2017 NonResidential Warehouse
## 663 19481 2017 NonResidential Distribution Center
## 664 19484 2017 Multifamily HR (10+) High-Rise Multifamily
## 665 19489 2017 NonResidential Warehouse
## 666 19491 2017 Campus Other
## 667 19498 2017 Multifamily LR (1-4) Mixed Use Property
## 668 19501 2017 NonResidential Small- and Mid-Sized Office
## 669 19506 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 670 19509 2017 Multifamily HR (10+) High-Rise Multifamily
## 671 19510 2017 Multifamily LR (1-4) Mixed Use Property
## 672 19511 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 673 19519 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 674 19520 2017 NonResidential Worship Facility
## 675 19528 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 676 19532 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 677 19533 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 678 19534 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 679 19535 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 680 19536 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 681 19537 2017 SPS-District K-12 K-12 School
## 682 19541 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 683 19549 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 684 19550 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 685 19559 2017 NonResidential Distribution Center
## 686 19565 2017 NonResidential Warehouse
## 687 19570 2017 NonResidential Warehouse
## 688 19572 2017 NonResidential Warehouse
## 689 19576 2017 NonResidential Warehouse
## 690 19579 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 691 19583 2017 Multifamily HR (10+) High-Rise Multifamily
## 692 19584 2017 NonResidential Other
## 693 19590 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 694 19596 2017 NonResidential Worship Facility
## 695 19601 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 696 19604 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 697 19613 2017 NonResidential Small- and Mid-Sized Office
## 698 19621 2017 NonResidential Small- and Mid-Sized Office
## 699 19623 2017 NonResidential Small- and Mid-Sized Office
## 700 19624 2017 NonResidential Restaurant
## 701 19653 2017 Multifamily HR (10+) High-Rise Multifamily
## 702 19654 2017 NonResidential Laboratory
## 703 19661 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 704 19662 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 705 19664 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 706 19667 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 707 19668 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 708 19669 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 709 19670 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 710 19671 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 711 19673 2017 Multifamily HR (10+) High-Rise Multifamily
## 712 19677 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 713 19679 2017 Multifamily HR (10+) High-Rise Multifamily
## 714 19680 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 715 19682 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 716 19685 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 717 19690 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 718 19694 2017 SPS-District K-12 K-12 School
## 719 19695 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 720 19696 2017 NonResidential Retail Store
## 721 19697 2017 Nonresidential COS Other
## 722 19699 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 723 19704 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 724 19706 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 725 19708 2017 Multifamily HR (10+) High-Rise Multifamily
## 726 19709 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 727 19712 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 728 19715 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 729 19718 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 730 19728 2017 SPS-District K-12 K-12 School
## 731 19730 2017 NonResidential Other
## 732 19736 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 733 19740 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 734 19741 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 735 19742 2017 NonResidential Restaurant
## 736 19743 2017 NonResidential Small- and Mid-Sized Office
## 737 19746 2017 NonResidential Other
## 738 19747 2017 NonResidential Small- and Mid-Sized Office
## 739 19748 2017 Multifamily HR (10+) High-Rise Multifamily
## 740 19749 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 741 19750 2017 NonResidential Small- and Mid-Sized Office
## 742 19752 2017 NonResidential Worship Facility
## 743 19753 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 744 19754 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 745 19755 2017 NonResidential Small- and Mid-Sized Office
## 746 19756 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 747 19757 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 748 19758 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 749 19766 2017 NonResidential Worship Facility
## 750 19770 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 751 19773 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 752 19774 2017 NonResidential Retail Store
## 753 19776 2017 NonResidential Other
## 754 19777 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 755 19780 2017 NonResidential Other
## 756 19781 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 757 19783 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 758 19787 2017 NonResidential Worship Facility
## 759 19788 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 760 19789 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 761 19790 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 762 19792 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 763 19793 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 764 19794 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 765 19797 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 766 19799 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 767 19801 2017 NonResidential Other
## 768 19805 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 769 19808 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 770 19824 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 771 19826 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 772 19830 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 773 19831 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 774 19832 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 775 19833 2017 NonResidential University
## 776 19835 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 777 19836 2017 NonResidential University
## 778 19839 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 779 19841 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 780 19845 2017 NonResidential Retail Store
## 781 19846 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 782 19847 2017 NonResidential Retail Store
## 783 19848 2017 NonResidential Retail Store
## 784 19849 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 785 19851 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 786 19852 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 787 19853 2017 NonResidential Small- and Mid-Sized Office
## 788 19854 2017 Multifamily HR (10+) High-Rise Multifamily
## 789 19855 2017 NonResidential Small- and Mid-Sized Office
## 790 19856 2017 NonResidential Small- and Mid-Sized Office
## 791 19857 2017 NonResidential Mixed Use Property
## 792 19858 2017 NonResidential Mixed Use Property
## 793 19860 2017 NonResidential Small- and Mid-Sized Office
## 794 19861 2017 NonResidential Retail Store
## 795 19862 2017 NonResidential Small- and Mid-Sized Office
## 796 19864 2017 NonResidential Small- and Mid-Sized Office
## 797 19865 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 798 19870 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 799 19871 2017 NonResidential Small- and Mid-Sized Office
## 800 19873 2017 NonResidential Retail Store
## 801 19874 2017 NonResidential Small- and Mid-Sized Office
## 802 19875 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 803 19876 2017 NonResidential Mixed Use Property
## 804 19878 2017 NonResidential Hotel
## 805 19881 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 806 19884 2017 Multifamily HR (10+) High-Rise Multifamily
## 807 19885 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 808 19887 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 809 19889 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 810 19890 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 811 19892 2017 NonResidential
## 812 19893 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 813 19894 2017 NonResidential Other
## 814 19895 2017 NonResidential Small- and Mid-Sized Office
## 815 19899 2017 Multifamily HR (10+) High-Rise Multifamily
## 816 19900 2017 NonResidential Laboratory
## 817 19902 2017 NonResidential Retail Store
## 818 19903 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 819 19904 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 820 19905 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 821 19931 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 822 19906 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 823 19907 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 824 19910 2017 NonResidential Medical Office
## 825 19911 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 826 19913 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 827 19915 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 828 19917 2017 Nonresidential COS Other
## 829 19918 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 830 19919 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 831 19920 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 832 19921 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 833 19922 2017 Multifamily HR (10+) High-Rise Multifamily
## 834 19923 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 835 19924 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 836 19925 2017 Multifamily HR (10+) High-Rise Multifamily
## 837 19926 2017 NonResidential Small- and Mid-Sized Office
## 838 19927 2017 NonResidential Hotel
## 839 19930 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 840 20198 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 841 19932 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 842 19934 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 843 19936 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 844 19946 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 845 19949 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 846 19956 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 847 19967 2017 SPS-District K-12 K-12 School
## 848 19969 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 849 19976 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 850 19986 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 851 19988 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 852 19990 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 853 19991 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 854 19992 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 855 20000 2017 NonResidential Worship Facility
## 856 20004 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 857 20005 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 858 20007 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 859 20009 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 860 20011 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 861 20013 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 862 20017 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 863 20021 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 864 20027 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 865 20028 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 866 20029 2017 NonResidential Residence Hall
## 867 20033 2017 NonResidential Small- and Mid-Sized Office
## 868 20037 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 869 20045 2017 NonResidential Supermarket / Grocery Store
## 870 20047 2017 NonResidential Retail Store
## 871 20048 2017 NonResidential Retail Store
## 872 20050 2017 NonResidential Retail Store
## 873 20052 2017 NonResidential Retail Store
## 874 20056 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 875 20059 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 876 20067 2017 NonResidential Restaurant
## 877 20068 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 878 20367 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 879 20069 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 880 20071 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 881 20072 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 882 20073 2017 NonResidential Other
## 883 20082 2017 NonResidential Hotel
## 884 20087 2017 NonResidential Small- and Mid-Sized Office
## 885 20093 2017 Multifamily HR (10+) Other
## 886 20094 2017 Multifamily HR (10+) High-Rise Multifamily
## 887 20095 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 888 20100 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 889 20112 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 890 20120 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 891 20130 2017 NonResidential Worship Facility
## 892 20132 2017 NonResidential Worship Facility
## 893 20133 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 894 20138 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 895 20140 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 896 20141 2017 NonResidential Mixed Use Property
## 897 20145 2017 NonResidential Senior Care Community
## 898 20152 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 899 20153 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 900 20160 2017 NonResidential Residence Hall
## 901 20162 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 902 20163 2017 Multifamily HR (10+) High-Rise Multifamily
## 903 20164 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 904 20166 2017 NonResidential University
## 905 20167 2017 NonResidential K-12 School
## 906 20168 2017 NonResidential K-12 School
## 907 20169 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 908 20170 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 909 20179 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 910 20182 2017 NonResidential Worship Facility
## 911 20186 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 912 20187 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 913 20188 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 914 20197 2017 NonResidential Worship Facility
## 915 20199 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 916 20201 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 917 20207 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 918 20209 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 919 20210 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 920 20211 2017 NonResidential Mixed Use Property
## 921 20212 2017 NonResidential Mixed Use Property
## 922 20217 2017 SPS-District K-12 K-12 School
## 923 20222 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 924 20223 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 925 20224 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 926 20228 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 927 20230 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 928 20232 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 929 20234 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 930 20237 2017 NonResidential Retail Store
## 931 20241 2017 NonResidential Other
## 932 20242 2017 NonResidential Hotel
## 933 20243 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 934 20246 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 935 20251 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 936 20252 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 937 20258 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 938 20263 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 939 20264 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 940 20265 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 941 20266 2017 NonResidential Worship Facility
## 942 20267 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 943 20273 2017 NonResidential Residence Hall
## 944 20274 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 945 20279 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 946 20280 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 947 20281 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 948 20296 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 949 20297 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 950 20303 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 951 20304 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 952 20307 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 953 20308 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 954 20309 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 955 20310 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 956 20311 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 957 20312 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 958 20316 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 959 20320 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 960 20321 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 961 20323 2017 NonResidential Residence Hall
## 962 20324 2017 NonResidential Worship Facility
## 963 20325 2017 Campus K-12 School
## 964 20330 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 965 20340 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 966 20343 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 967 20350 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 968 20360 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 969 20361 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 970 20362 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 971 20369 2017 NonResidential Small- and Mid-Sized Office
## 972 20372 2017 NonResidential Hotel
## 973 20376 2017 SPS-District K-12 K-12 School
## 974 20377 2017 NonResidential Senior Care Community
## 975 20383 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 976 20387 2017 NonResidential Mixed Use Property
## 977 20389 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 978 20390 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 979 20391 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 980 20393 2017 NonResidential Other
## 981 20395 2017 NonResidential Small- and Mid-Sized Office
## 982 20396 2017 NonResidential Warehouse
## 983 20397 2017 NonResidential Hotel
## 984 20398 2017 NonResidential Other
## 985 20401 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 986 20402 2017 NonResidential Other
## 987 20403 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 988 20406 2017 NonResidential Hotel
## 989 20407 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 990 20415 2017 NonResidential K-12 School
## 991 20419 2017 NonResidential K-12 School
## 992 20425 2017 NonResidential Worship Facility
## 993 20427 2017 NonResidential Mixed Use Property
## 994 20428 2017 NonResidential Mixed Use Property
## 995 20430 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 996 20432 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 997 20433 2017 NonResidential Other
## 998 20435 2017 NonResidential Supermarket / Grocery Store
## 999 20437 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1000 20439 2017 NonResidential Other
## 1001 20440 2017 NonResidential Small- and Mid-Sized Office
## 1002 20441 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1003 20444 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1004 20445 2017 Multifamily MR (5-9) Mixed Use Property
## 1005 20447 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1006 20452 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1007 20456 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1008 20470 2017 NonResidential Mixed Use Property
## 1009 20472 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1010 20474 2017 NonResidential Other
## 1011 20480 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1012 20484 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1013 20490 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1014 20493 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1015 20494 2017 SPS-District K-12 K-12 School
## 1016 20496 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1017 20497 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1018 20500 2017 NonResidential Warehouse
## 1019 20503 2017 NonResidential Medical Office
## 1020 20506 2017 NonResidential Other
## 1021 20509 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1022 20512 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1023 20515 2017 SPS-District K-12 K-12 School
## 1024 20519 2017 NonResidential Distribution Center
## 1025 20520 2017 NonResidential Refrigerated Warehouse
## 1026 20522 2017 NonResidential Warehouse
## 1027 20523 2017 NonResidential Small- and Mid-Sized Office
## 1028 20525 2017 NonResidential Distribution Center
## 1029 20526 2017 NonResidential Small- and Mid-Sized Office
## 1030 20529 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1031 20531 2017 NonResidential Small- and Mid-Sized Office
## 1032 20532 2017 Nonresidential COS Other
## 1033 20534 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1034 20541 2017 NonResidential Other
## 1035 20542 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1036 20543 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1037 20552 2017 NonResidential Retail Store
## 1038 20564 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1039 20565 2017 NonResidential Supermarket / Grocery Store
## 1040 20570 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1041 20573 2017 Nonresidential COS Other
## 1042 20577 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1043 20585 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1044 20586 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1045 20594 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1046 20597 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1047 20604 2017 NonResidential Distribution Center
## 1048 20605 2017 NonResidential Warehouse
## 1049 20613 2017 NonResidential Warehouse
## 1050 20614 2017 NonResidential Self-Storage Facility
## 1051 20618 2017 NonResidential Warehouse
## 1052 20620 2017 NonResidential Distribution Center
## 1053 20622 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1054 20624 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1055 20626 2017 NonResidential Distribution Center
## 1056 20630 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1057 20644 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1058 20645 2017 SPS-District K-12 K-12 School
## 1059 20653 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1060 20656 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1061 20658 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1062 20659 2017 NonResidential Worship Facility
## 1063 20667 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1064 20668 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1065 20675 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1066 20685 2017 NonResidential Other
## 1067 20686 2017 NonResidential Self-Storage Facility
## 1068 20707 2017 NonResidential Warehouse
## 1069 20710 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1070 20712 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1071 20714 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1072 20720 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1073 20724 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1074 20726 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1075 20730 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1076 20731 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1077 20732 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1078 20734 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1079 20735 2017 NonResidential K-12 School
## 1080 20741 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1081 20743 2017 NonResidential Worship Facility
## 1082 20747 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1083 20749 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1084 20758 2017 Multifamily LR (1-4) Small- and Mid-Sized Office
## 1085 20762 2017 Multifamily HR (10+) High-Rise Multifamily
## 1086 20764 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1087 20765 2017 Multifamily HR (10+) High-Rise Multifamily
## 1088 20766 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1089 20768 2017 NonResidential Distribution Center
## 1090 20770 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1091 20772 2017 Multifamily HR (10+) High-Rise Multifamily
## 1092 20777 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1093 20785 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1094 20787 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1095 20788 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1096 20805 2017 Multifamily HR (10+) High-Rise Multifamily
## 1097 20806 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1098 20807 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1099 20810 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1100 20811 2017 SPS-District K-12 K-12 School
## 1101 20815 2017 NonResidential Small- and Mid-Sized Office
## 1102 20818 2017 NonResidential Small- and Mid-Sized Office
## 1103 20834 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1104 20836 2017 NonResidential Large Office
## 1105 20837 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1106 20839 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1107 20846 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1108 20848 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1109 20851 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1110 20857 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1111 20858 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1112 20861 2017 NonResidential Residence Hall
## 1113 20868 2017 NonResidential Large Office
## 1114 20871 2017 NonResidential Small- and Mid-Sized Office
## 1115 20875 2017 Multifamily HR (10+) High-Rise Multifamily
## 1116 20880 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1117 20885 2017 NonResidential Senior Care Community
## 1118 20888 2017 NonResidential Worship Facility
## 1119 20890 2017 NonResidential K-12 School
## 1120 20896 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1121 20898 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1122 20899 2017 Multifamily LR (1-4) Mixed Use Property
## 1123 20916 2017 NonResidential Small- and Mid-Sized Office
## 1124 20917 2017 NonResidential K-12 School
## 1125 20921 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1126 20927 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1127 20928 2017 NonResidential Worship Facility
## 1128 20930 2017 SPS-District K-12 K-12 School
## 1129 20945 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1130 20967 2017 SPS-District K-12 K-12 School
## 1131 20970 2017 NonResidential Senior Care Community
## 1132 20976 2017 NonResidential Warehouse
## 1133 20978 2017 NonResidential Other
## 1134 20979 2017 NonResidential Small- and Mid-Sized Office
## 1135 20984 2017 NonResidential Small- and Mid-Sized Office
## 1136 20985 2017 NonResidential Other
## 1137 20986 2017 NonResidential Warehouse
## 1138 20987 2017 NonResidential Small- and Mid-Sized Office
## 1139 20988 2017 NonResidential Small- and Mid-Sized Office
## 1140 20989 2017 NonResidential Warehouse
## 1141 21005 2017 NonResidential Small- and Mid-Sized Office
## 1142 21023 2017 NonResidential Mixed Use Property
## 1143 21049 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1144 21057 2017 NonResidential Small- and Mid-Sized Office
## 1145 21070 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1146 21087 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1147 21088 2017 NonResidential Small- and Mid-Sized Office
## 1148 21091 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1149 21094 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1150 21095 2017 NonResidential Self-Storage Facility
## 1151 21096 2017 Multifamily HR (10+) High-Rise Multifamily
## 1152 21097 2017 NonResidential Retail Store
## 1153 21098 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1154 21102 2017 NonResidential Retail Store
## 1155 21103 2017 NonResidential Hotel
## 1156 21104 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1157 21106 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1158 21108 2017 NonResidential Small- and Mid-Sized Office
## 1159 21110 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1160 21112 2017 Multifamily HR (10+) High-Rise Multifamily
## 1161 21114 2017 Multifamily HR (10+) Senior Care Community
## 1162 21115 2017 NonResidential Small- and Mid-Sized Office
## 1163 21116 2017 NonResidential Other
## 1164 21117 2017 NonResidential Small- and Mid-Sized Office
## 1165 21118 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1166 21119 2017 NonResidential Warehouse
## 1167 21122 2017 NonResidential Mixed Use Property
## 1168 21124 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1169 21125 2017 NonResidential Small- and Mid-Sized Office
## 1170 21129 2017 NonResidential Retail Store
## 1171 21133 2017 NonResidential Retail Store
## 1172 21134 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1173 21138 2017 NonResidential Mixed Use Property
## 1174 21140 2017 NonResidential Distribution Center
## 1175 21141 2017 NonResidential Small- and Mid-Sized Office
## 1176 21142 2017 NonResidential Other
## 1177 21145 2017 NonResidential Small- and Mid-Sized Office
## 1178 21149 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1179 21150 2017 NonResidential Worship Facility
## 1180 21172 2017 NonResidential Small- and Mid-Sized Office
## 1181 21175 2017 Multifamily LR (1-4) Mixed Use Property
## 1182 21177 2017 NonResidential Small- and Mid-Sized Office
## 1183 21178 2017 NonResidential Small- and Mid-Sized Office
## 1184 21179 2017 NonResidential Small- and Mid-Sized Office
## 1185 21180 2017 NonResidential Other
## 1186 21181 2017 NonResidential Small- and Mid-Sized Office
## 1187 21182 2017 NonResidential Small- and Mid-Sized Office
## 1188 21183 2017 NonResidential Small- and Mid-Sized Office
## 1189 21192 2017 NonResidential Distribution Center
## 1190 21196 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1191 21198 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1192 21202 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1193 21203 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1194 21207 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1195 21208 2017 NonResidential Other
## 1196 21210 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1197 21212 2017 NonResidential Other
## 1198 21213 2017 NonResidential Small- and Mid-Sized Office
## 1199 21215 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1200 21216 2017 Nonresidential COS Other
## 1201 21218 2017 Nonresidential COS Other
## 1202 21219 2017 NonResidential Warehouse
## 1203 21221 2017 NonResidential Other
## 1204 21226 2017 NonResidential Small- and Mid-Sized Office
## 1205 21229 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1206 21231 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1207 21233 2017 NonResidential Other
## 1208 21234 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1209 21236 2017 NonResidential Retail Store
## 1210 21238 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1211 21239 2017 NonResidential Worship Facility
## 1212 21240 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1213 21243 2017 NonResidential K-12 School
## 1214 21244 2017 NonResidential Senior Care Community
## 1215 21261 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1216 21262 2017 NonResidential Residence Hall
## 1217 21265 2017 NonResidential Retail Store
## 1218 21266 2017 NonResidential Small- and Mid-Sized Office
## 1219 21269 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1220 21270 2017 NonResidential Mixed Use Property
## 1221 21278 2017 NonResidential Worship Facility
## 1222 21279 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1223 21284 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1224 21285 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1225 21287 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1226 21290 2017 NonResidential Small- and Mid-Sized Office
## 1227 21291 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1228 21295 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1229 21298 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1230 21299 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1231 21300 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1232 21310 2017 NonResidential Retail Store
## 1233 21313 2017 NonResidential Worship Facility
## 1234 21314 2017 Multifamily HR (10+) High-Rise Multifamily
## 1235 21315 2017 NonResidential Small- and Mid-Sized Office
## 1236 21317 2017 NonResidential Retail Store
## 1237 21318 2017 NonResidential Small- and Mid-Sized Office
## 1238 21319 2017 NonResidential Small- and Mid-Sized Office
## 1239 21321 2017 NonResidential Other
## 1240 21322 2017 NonResidential Small- and Mid-Sized Office
## 1241 21325 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1242 21326 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1243 21328 2017 NonResidential Other
## 1244 21329 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1245 21330 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1246 21331 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1247 21332 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1248 21333 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1249 21335 2017 Multifamily HR (10+) High-Rise Multifamily
## 1250 21336 2017 NonResidential Other
## 1251 21338 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1252 21339 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1253 21340 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1254 21341 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1255 21344 2017 Multifamily HR (10+) High-Rise Multifamily
## 1256 21345 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1257 21349 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1258 21351 2017 NonResidential Medical Office
## 1259 23306 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1260 21353 2017 Campus Small- and Mid-Sized Office
## 1261 21357 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1262 21364 2017 NonResidential Other
## 1263 21365 2017 NonResidential Medical Office
## 1264 21367 2017 NonResidential Worship Facility
## 1265 21370 2017 Multifamily HR (10+) High-Rise Multifamily
## 1266 21372 2017 Multifamily HR (10+) High-Rise Multifamily
## 1267 21373 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1268 21374 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1269 21380 2017 Nonresidential COS Small- and Mid-Sized Office
## 1270 21382 2017 NonResidential Warehouse
## 1271 21388 2017 NonResidential Warehouse
## 1272 21389 2017 NonResidential Distribution Center
## 1273 21391 2017 NonResidential Mixed Use Property
## 1274 21396 2017 NonResidential Restaurant
## 1275 21397 2017 NonResidential Retail Store
## 1276 21398 2017 NonResidential Small- and Mid-Sized Office
## 1277 21484 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1278 21399 2017 NonResidential Large Office
## 1279 21401 2017 NonResidential Small- and Mid-Sized Office
## 1280 21413 2017 NonResidential Small- and Mid-Sized Office
## 1281 21417 2017 NonResidential Medical Office
## 1282 21418 2017 Nonresidential COS Other
## 1283 21423 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1284 21424 2017 NonResidential Worship Facility
## 1285 21425 2017 NonResidential Other
## 1286 21432 2017 Nonresidential COS Other
## 1287 21433 2017 NonResidential Other
## 1288 21435 2017 NonResidential Other
## 1289 21436 2017 Nonresidential COS Other
## 1290 21438 2017 NonResidential Small- and Mid-Sized Office
## 1291 21442 2017 NonResidential Small- and Mid-Sized Office
## 1292 21443 2017 NonResidential Small- and Mid-Sized Office
## 1293 21445 2017 NonResidential Large Office
## 1294 21447 2017 NonResidential Small- and Mid-Sized Office
## 1295 21448 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1296 21459 2017 NonResidential Mixed Use Property
## 1297 21461 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1298 21463 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1299 21464 2017 Nonresidential COS Other
## 1300 21465 2017 Nonresidential COS Other
## 1301 21468 2017 NonResidential Other
## 1302 21469 2017 NonResidential Small- and Mid-Sized Office
## 1303 21474 2017 NonResidential Other
## 1304 21476 2017 Multifamily HR (10+) High-Rise Multifamily
## 1305 21478 2017 Campus Mixed Use Property
## 1306 21479 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1307 21480 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1308 21481 2017 Campus Low-Rise Multifamily
## 1309 21482 2017 Campus Restaurant
## 1310 21483 2017 NonResidential Small- and Mid-Sized Office
## 1311 21486 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1312 21487 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1313 21488 2017 NonResidential Mixed Use Property
## 1314 21490 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1315 21495 2017 NonResidential Small- and Mid-Sized Office
## 1316 21496 2017 NonResidential Mixed Use Property
## 1317 21497 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1318 21501 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1319 21502 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1320 21503 2017 Multifamily HR (10+) High-Rise Multifamily
## 1321 21505 2017 NonResidential Small- and Mid-Sized Office
## 1322 21506 2017 NonResidential Mixed Use Property
## 1323 21507 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1324 21508 2017 NonResidential Other
## 1325 21510 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1326 21512 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1327 21515 2017 NonResidential Small- and Mid-Sized Office
## 1328 21520 2017 NonResidential Small- and Mid-Sized Office
## 1329 21521 2017 NonResidential K-12 School
## 1330 21524 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1331 21526 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1332 21527 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1333 21530 2017 NonResidential Small- and Mid-Sized Office
## 1334 21532 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1335 21533 2017 NonResidential Mixed Use Property
## 1336 21534 2017 NonResidential Small- and Mid-Sized Office
## 1337 21535 2017 NonResidential Hotel
## 1338 21537 2017 NonResidential Hotel
## 1339 21539 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1340 21546 2017 NonResidential Worship Facility
## 1341 21547 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1342 21548 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1343 21549 2017 NonResidential Laboratory
## 1344 21550 2017 NonResidential Small- and Mid-Sized Office
## 1345 21555 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1346 21556 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1347 21557 2017 NonResidential K-12 School
## 1348 21562 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1349 21563 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1350 24513 2017 NonResidential Other
## 1351 21565 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1352 21567 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1353 21568 2017 Multifamily LR (1-4) Senior Care Community
## 1354 21569 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1355 21570 2017 SPS-District K-12 K-12 School
## 1356 21572 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1357 21578 2017 SPS-District K-12 K-12 School
## 1358 21579 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1359 21580 2017 NonResidential Small- and Mid-Sized Office
## 1360 21582 2017 NonResidential Retail Store
## 1361 23011 2017 NonResidential Retail Store
## 1362 21588 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1363 21592 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1364 21594 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1365 21601 2017 SPS-District K-12 K-12 School
## 1366 21604 2017 SPS-District K-12 K-12 School
## 1367 21605 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1368 21610 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1369 21611 2017 NonResidential Worship Facility
## 1370 21613 2017 NonResidential Other
## 1371 21616 2017 SPS-District K-12 K-12 School
## 1372 21617 2017 NonResidential Other
## 1373 21619 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1374 21622 2017 NonResidential Warehouse
## 1375 21627 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1376 21631 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1377 21640 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1378 21646 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1379 21647 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1380 21649 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1381 21650 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1382 21652 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1383 21656 2017 NonResidential Worship Facility
## 1384 21659 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1385 21660 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1386 21661 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1387 21662 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1388 25995 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1389 21663 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1390 21665 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1391 21667 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1392 21670 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1393 21671 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1394 21672 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1395 21673 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1396 21674 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1397 21675 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1398 21676 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1399 21679 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1400 21683 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1401 21686 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1402 21687 2017 NonResidential Small- and Mid-Sized Office
## 1403 21688 2017 NonResidential Other
## 1404 21689 2017 NonResidential Small- and Mid-Sized Office
## 1405 21690 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1406 21691 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1407 21692 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1408 21693 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1409 21694 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1410 21697 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1411 21703 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1412 21704 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1413 21705 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1414 21711 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1415 21712 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1416 21714 2017 Multifamily HR (10+) High-Rise Multifamily
## 1417 21716 2017 NonResidential Small- and Mid-Sized Office
## 1418 21719 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1419 21722 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1420 21723 2017 NonResidential Worship Facility
## 1421 21727 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1422 21729 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1423 21730 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1424 21731 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1425 21732 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1426 21733 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1427 21735 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1428 21736 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1429 21737 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1430 21741 2017 NonResidential Senior Care Community
## 1431 21742 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1432 21745 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1433 21762 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1434 21768 2017 NonResidential Worship Facility
## 1435 21770 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1436 21771 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1437 21772 2017 NonResidential Small- and Mid-Sized Office
## 1438 21774 2017 SPS-District K-12 K-12 School
## 1439 21776 2017 Multifamily HR (10+) High-Rise Multifamily
## 1440 21777 2017 Multifamily HR (10+) High-Rise Multifamily
## 1441 21783 2017 NonResidential Warehouse
## 1442 21784 2017 NonResidential Refrigerated Warehouse
## 1443 21785 2017 NonResidential Other
## 1444 21786 2017 NonResidential Warehouse
## 1445 21787 2017 NonResidential Warehouse
## 1446 21792 2017 NonResidential Warehouse
## 1447 21793 2017 NonResidential Small- and Mid-Sized Office
## 1448 21794 2017 NonResidential K-12 School
## 1449 21795 2017 NonResidential Other
## 1450 21796 2017 NonResidential K-12 School
## 1451 21807 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1452 21808 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1453 21811 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1454 21812 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1455 21813 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1456 21822 2017 NonResidential Distribution Center
## 1457 21824 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1458 21825 2017 Multifamily LR (1-4) Other
## 1459 21826 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1460 21830 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1461 21836 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1462 21838 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1463 23173 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1464 21839 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1465 21852 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1466 21859 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1467 21860 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1468 21862 2017 Multifamily HR (10+) High-Rise Multifamily
## 1469 21871 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1470 21877 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1471 21879 2017 NonResidential Senior Care Community
## 1472 21880 2017 Multifamily HR (10+) High-Rise Multifamily
## 1473 21883 2017 NonResidential Worship Facility
## 1474 21884 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1475 21885 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1476 21886 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1477 21893 2017 NonResidential Warehouse
## 1478 21894 2017 NonResidential Warehouse
## 1479 21896 2017 NonResidential Warehouse
## 1480 21897 2017 NonResidential Warehouse
## 1481 21898 2017 NonResidential Warehouse
## 1482 21902 2017 NonResidential Warehouse
## 1483 21904 2017 NonResidential Small- and Mid-Sized Office
## 1484 21905 2017 NonResidential Other
## 1485 21907 2017 NonResidential Medical Office
## 1486 21909 2017 NonResidential Medical Office
## 1487 21913 2017 NonResidential Self-Storage Facility
## 1488 21916 2017 NonResidential Mixed Use Property
## 1489 21917 2017 NonResidential Medical Office
## 1490 21920 2017 NonResidential Warehouse
## 1491 21921 2017 NonResidential Supermarket / Grocery Store
## 1492 21937 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1493 21940 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1494 21941 2017 Multifamily HR (10+) High-Rise Multifamily
## 1495 21944 2017 Multifamily HR (10+) High-Rise Multifamily
## 1496 21945 2017 NonResidential Other
## 1497 21946 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1498 21950 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1499 21951 2017 Multifamily MR (5-9) Mixed Use Property
## 1500 21954 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1501 21955 2017 NonResidential Small- and Mid-Sized Office
## 1502 21958 2017 Multifamily HR (10+) High-Rise Multifamily
## 1503 21964 2017 NonResidential Worship Facility
## 1504 22025 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1505 22034 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1506 22039 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1507 22046 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1508 22058 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1509 22062 2017 Campus University
## 1510 22066 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1511 22078 2017 NonResidential Worship Facility
## 1512 22095 2017 NonResidential Warehouse
## 1513 22107 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1514 22110 2017 Multifamily HR (10+) High-Rise Multifamily
## 1515 22113 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1516 22115 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1517 22116 2017 Multifamily HR (10+) High-Rise Multifamily
## 1518 22118 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1519 22122 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1520 22123 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1521 22135 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1522 22136 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1523 22138 2017 NonResidential Worship Facility
## 1524 22139 2017 NonResidential Retail Store
## 1525 22142 2017 NonResidential Supermarket / Grocery Store
## 1526 22149 2017 SPS-District K-12 K-12 School
## 1527 22150 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1528 22163 2017 NonResidential Small- and Mid-Sized Office
## 1529 23319 2017 Multifamily HR (10+) High-Rise Multifamily
## 1530 22165 2017 NonResidential Warehouse
## 1531 22166 2017 NonResidential Retail Store
## 1532 22170 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1533 22194 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1534 22210 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1535 22223 2017 NonResidential K-12 School
## 1536 22230 2017 NonResidential Supermarket / Grocery Store
## 1537 22238 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1538 22239 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1539 22240 2017 NonResidential Supermarket / Grocery Store
## 1540 22252 2017 NonResidential Other
## 1541 22259 2017 NonResidential Mixed Use Property
## 1542 22261 2017 NonResidential Warehouse
## 1543 22264 2017 NonResidential Warehouse
## 1544 22267 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1545 22279 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1546 23320 2017 NonResidential Other
## 1547 22282 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1548 22290 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1549 22294 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1550 22299 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1551 22308 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1552 22312 2017 Nonresidential COS Other
## 1553 22314 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1554 22315 2017 Multifamily LR (1-4) Mid-Rise Multifamily
## 1555 22323 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1556 22327 2017 NonResidential Other
## 1557 22332 2017 NonResidential Other
## 1558 22334 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1559 22339 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1560 22340 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1561 22347 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1562 22351 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1563 22352 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1564 22353 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1565 22354 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1566 22356 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1567 22361 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1568 22363 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1569 22371 2017 Multifamily HR (10+) High-Rise Multifamily
## 1570 22372 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1571 22390 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1572 22395 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1573 22397 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1574 22414 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1575 22418 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1576 22420 2017 NonResidential Other
## 1577 22438 2017 NonResidential Worship Facility
## 1578 22440 2017 NonResidential Retail Store
## 1579 22446 2017 NonResidential Warehouse
## 1580 22454 2017 NonResidential Retail Store
## 1581 22460 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1582 22470 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1583 22479 2017 NonResidential Supermarket / Grocery Store
## 1584 22480 2017 NonResidential Small- and Mid-Sized Office
## 1585 22486 2017 NonResidential Small- and Mid-Sized Office
## 1586 22502 2017 NonResidential Warehouse
## 1587 22504 2017 NonResidential Other
## 1588 22509 2017 NonResidential Small- and Mid-Sized Office
## 1589 22511 2017 NonResidential Warehouse
## 1590 22512 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1591 22517 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1592 22519 2017 NonResidential Retail Store
## 1593 22521 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1594 22524 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1595 22547 2017 NonResidential Self-Storage Facility
## 1596 22548 2017 NonResidential Self-Storage Facility
## 1597 22550 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1598 22553 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1599 22569 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1600 22574 2017 NonResidential Small- and Mid-Sized Office
## 1601 22577 2017 NonResidential Distribution Center
## 1602 22579 2017 NonResidential Distribution Center
## 1603 22585 2017 NonResidential Small- and Mid-Sized Office
## 1604 22607 2017 NonResidential Small- and Mid-Sized Office
## 1605 22609 2017 NonResidential Small- and Mid-Sized Office
## 1606 22611 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1607 22627 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1608 22632 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1609 22650 2017 NonResidential Warehouse
## 1610 22654 2017 NonResidential Small- and Mid-Sized Office
## 1611 22670 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1612 22672 2017 NonResidential Other
## 1613 22674 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1614 22676 2017 NonResidential Small- and Mid-Sized Office
## 1615 22678 2017 NonResidential Small- and Mid-Sized Office
## 1616 22679 2017 NonResidential Self-Storage Facility
## 1617 22681 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1618 22684 2017 NonResidential Mixed Use Property
## 1619 22739 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1620 22742 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1621 22746 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1622 22748 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1623 22749 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1624 22753 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1625 22759 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1626 22801 2017 Nonresidential COS Other
## 1627 22804 2017 NonResidential Small- and Mid-Sized Office
## 1628 22805 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1629 22808 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1630 22810 2017 NonResidential K-12 School
## 1631 22818 2017 NonResidential Distribution Center
## 1632 22830 2017 NonResidential Worship Facility
## 1633 22831 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1634 22834 2017 NonResidential K-12 School
## 1635 22836 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1636 22838 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1637 22839 2017 Multifamily HR (10+) High-Rise Multifamily
## 1638 22840 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1639 22850 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1640 22860 2017 NonResidential Mixed Use Property
## 1641 22863 2017 NonResidential Other
## 1642 22866 2017 NonResidential Small- and Mid-Sized Office
## 1643 22867 2017 NonResidential Small- and Mid-Sized Office
## 1644 22881 2017 NonResidential Mixed Use Property
## 1645 22883 2017 NonResidential Warehouse
## 1646 22894 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1647 22896 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1648 22899 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1649 22902 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1650 22919 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1651 22929 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1652 22930 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1653 22932 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1654 22934 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1655 22936 2017 Nonresidential COS Other
## 1656 22938 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1657 22939 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1658 22940 2017 NonResidential Small- and Mid-Sized Office
## 1659 22941 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1660 22943 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1661 22951 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1662 22954 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1663 22955 2017 NonResidential Senior Care Community
## 1664 22956 2017 Multifamily LR (1-4) Senior Care Community
## 1665 22957 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1666 22958 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1667 22961 2017 Multifamily MR (5-9) Senior Care Community
## 1668 22962 2017 NonResidential Small- and Mid-Sized Office
## 1669 22964 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1670 22971 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1671 22983 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1672 23006 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1673 23008 2017 NonResidential Mixed Use Property
## 1674 23009 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1675 23010 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1676 23017 2017 NonResidential Medical Office
## 1677 23020 2017 NonResidential Self-Storage Facility
## 1678 23022 2017 Nonresidential COS Other
## 1679 23025 2017 Multifamily MR (5-9) Senior Care Community
## 1680 23026 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1681 23028 2017 Multifamily LR (1-4) Mixed Use Property
## 1682 23031 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1683 23040 2017 NonResidential K-12 School
## 1684 23047 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1685 23049 2017 NonResidential Other
## 1686 23050 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1687 23051 2017 NonResidential Small- and Mid-Sized Office
## 1688 23056 2017 NonResidential Other
## 1689 23064 2017 NonResidential Other
## 1690 23071 2017 Campus Hospital
## 1691 23074 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1692 23075 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1693 23076 2017 NonResidential Worship Facility
## 1694 23078 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1695 23080 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1696 23098 2017 NonResidential Supermarket / Grocery Store
## 1697 23101 2017 Multifamily HR (10+) High-Rise Multifamily
## 1698 23102 2017 Multifamily HR (10+) High-Rise Multifamily
## 1699 23103 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1700 23104 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1701 23105 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1702 23106 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1703 23107 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1704 23108 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1705 23109 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1706 23110 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1707 23111 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1708 23113 2017 Campus Medical Office
## 1709 23115 2017 NonResidential Distribution Center
## 1710 23117 2017 Campus Other
## 1711 23120 2017 NonResidential Other
## 1712 23125 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1713 23128 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1714 23130 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1715 23132 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1716 23158 2017 NonResidential Warehouse
## 1717 23161 2017 NonResidential Medical Office
## 1718 23162 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1719 23163 2017 NonResidential Small- and Mid-Sized Office
## 1720 23164 2017 NonResidential Small- and Mid-Sized Office
## 1721 23166 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1722 23167 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1723 23170 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1724 23172 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1725 23174 2017 Multifamily LR (1-4) Mid-Rise Multifamily
## 1726 23175 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1727 23177 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1728 23181 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1729 23182 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1730 23184 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1731 23187 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1732 23189 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1733 23191 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1734 23196 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1735 23204 2017 SPS-District K-12 K-12 School
## 1736 23212 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1737 23213 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1738 23215 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1739 23216 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1740 23220 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1741 23609 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1742 23222 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1743 23223 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1744 23226 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1745 23228 2017 NonResidential Supermarket / Grocery Store
## 1746 23231 2017 NonResidential Retail Store
## 1747 23240 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1748 23242 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1749 23251 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1750 23253 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1751 23265 2017 Campus Other
## 1752 23268 2017 NonResidential Small- and Mid-Sized Office
## 1753 23277 2017 NonResidential Warehouse
## 1754 23284 2017 Multifamily HR (10+) High-Rise Multifamily
## 1755 23285 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1756 23286 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1757 23287 2017 Multifamily HR (10+) High-Rise Multifamily
## 1758 23288 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1759 23289 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1760 23290 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1761 23292 2017 Multifamily HR (10+) High-Rise Multifamily
## 1762 23293 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1763 23295 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1764 23297 2017 NonResidential Residence Hall
## 1765 23299 2017 NonResidential Small- and Mid-Sized Office
## 1766 23300 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1767 23301 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1768 23304 2017 Multifamily HR (10+) High-Rise Multifamily
## 1769 23305 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1770 23307 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1771 23310 2017 NonResidential Other
## 1772 23311 2017 NonResidential Medical Office
## 1773 23313 2017 NonResidential Small- and Mid-Sized Office
## 1774 23322 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1775 23323 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1776 23327 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1777 23331 2017 NonResidential Small- and Mid-Sized Office
## 1778 23335 2017 Multifamily MR (5-9) Senior Care Community
## 1779 23338 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1780 23340 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1781 23342 2017 NonResidential Warehouse
## 1782 23343 2017 NonResidential Other
## 1783 23355 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1784 23360 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1785 23364 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1786 23365 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1787 23367 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1788 23368 2017 NonResidential Mixed Use Property
## 1789 23372 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1790 23373 2017 Multifamily HR (10+) High-Rise Multifamily
## 1791 23377 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1792 23396 2017 NonResidential Other
## 1793 23397 2017 NonResidential Other
## 1794 23400 2017 NonResidential Small- and Mid-Sized Office
## 1795 23404 2017 NonResidential Small- and Mid-Sized Office
## 1796 23408 2017 NonResidential Hotel
## 1797 23409 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1798 23410 2017 NonResidential Hotel
## 1799 23416 2017 NonResidential Mixed Use Property
## 1800 23418 2017 NonResidential Small- and Mid-Sized Office
## 1801 23419 2017 Nonresidential COS Small- and Mid-Sized Office
## 1802 23420 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1803 23421 2017 Multifamily HR (10+) High-Rise Multifamily
## 1804 23430 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1805 23432 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1806 23433 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1807 23435 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1808 23437 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1809 23438 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1810 23439 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1811 23440 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1812 23446 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1813 23447 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1814 23449 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1815 23450 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1816 23451 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1817 23452 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1818 23453 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1819 23454 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1820 23457 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1821 23458 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1822 23459 2017 NonResidential Small- and Mid-Sized Office
## 1823 23462 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1824 23465 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1825 23466 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1826 23484 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1827 23495 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1828 23496 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1829 23499 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1830 23501 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1831 23502 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1832 23503 2017 NonResidential Restaurant
## 1833 23504 2017 NonResidential Distribution Center
## 1834 23508 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1835 23510 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1836 23515 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1837 23516 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1838 23517 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1839 23518 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1840 23519 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1841 23521 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1842 23522 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1843 23523 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1844 23530 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1845 23531 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1846 23543 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1847 23552 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1848 23554 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1849 23557 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1850 23558 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1851 23559 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1852 23560 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1853 23561 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1854 23605 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1855 23562 2017 NonResidential Mixed Use Property
## 1856 23566 2017 NonResidential Other
## 1857 23567 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1858 23570 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1859 23571 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1860 23574 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1861 23575 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1862 23576 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1863 23577 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1864 23578 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1865 23579 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1866 23589 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1867 23590 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1868 23593 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1869 23594 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1870 23595 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1871 23610 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1872 23611 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1873 23612 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1874 23615 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1875 23618 2017 NonResidential Warehouse
## 1876 23622 2017 Campus Other
## 1877 23632 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1878 23633 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1879 23637 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1880 23639 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1881 23641 2017 Multifamily HR (10+) High-Rise Multifamily
## 1882 23643 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1883 23652 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1884 23653 2017 NonResidential Small- and Mid-Sized Office
## 1885 23657 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1886 23658 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1887 23660 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1888 23661 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1889 23671 2017 NonResidential Small- and Mid-Sized Office
## 1890 23672 2017 NonResidential Small- and Mid-Sized Office
## 1891 23673 2017 NonResidential Small- and Mid-Sized Office
## 1892 23674 2017 NonResidential Small- and Mid-Sized Office
## 1893 23677 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1894 23679 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1895 23680 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1896 23681 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1897 23682 2017 Multifamily LR (1-4) Senior Care Community
## 1898 23689 2017 NonResidential Worship Facility
## 1899 23691 2017 NonResidential Worship Facility
## 1900 23695 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1901 23701 2017 NonResidential Warehouse
## 1902 23708 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1903 23711 2017 NonResidential Other
## 1904 23712 2017 NonResidential Worship Facility
## 1905 23713 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1906 23714 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1907 23716 2017 NonResidential Supermarket / Grocery Store
## 1908 23722 2017 SPS-District K-12 K-12 School
## 1909 23723 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1910 23725 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1911 23730 2017 NonResidential Warehouse
## 1912 23736 2017 NonResidential Warehouse
## 1913 23742 2017 NonResidential Small- and Mid-Sized Office
## 1914 23743 2017 NonResidential Mixed Use Property
## 1915 23744 2017 NonResidential Small- and Mid-Sized Office
## 1916 23752 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1917 23757 2017 NonResidential Warehouse
## 1918 23758 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1919 23759 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1920 23761 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1921 23762 2017 NonResidential Worship Facility
## 1922 23768 2017 NonResidential Small- and Mid-Sized Office
## 1923 23769 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1924 23774 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1925 23782 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1926 23783 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1927 23789 2017 Multifamily HR (10+) High-Rise Multifamily
## 1928 23791 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1929 23805 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1930 23807 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1931 23814 2017 Multifamily HR (10+) High-Rise Multifamily
## 1932 23815 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1933 23816 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1934 23826 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1935 23828 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1936 23834 2017 NonResidential Warehouse
## 1937 23835 2017 NonResidential Small- and Mid-Sized Office
## 1938 23836 2017 NonResidential Small- and Mid-Sized Office
## 1939 23846 2017 NonResidential Small- and Mid-Sized Office
## 1940 23854 2017 NonResidential Restaurant
## 1941 23857 2017 NonResidential Small- and Mid-Sized Office
## 1942 23858 2017 NonResidential Small- and Mid-Sized Office
## 1943 23861 2017 NonResidential Small- and Mid-Sized Office
## 1944 23863 2017 NonResidential Other
## 1945 23867 2017 NonResidential Small- and Mid-Sized Office
## 1946 23874 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1947 23877 2017 SPS-District K-12 K-12 School
## 1948 23882 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1949 23883 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1950 23888 2017 NonResidential Medical Office
## 1951 23890 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1952 23891 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1953 23892 2017 Multifamily HR (10+) High-Rise Multifamily
## 1954 23894 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1955 23896 2017 NonResidential Distribution Center
## 1956 23905 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1957 23906 2017 NonResidential K-12 School
## 1958 23909 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1959 23910 2017 NonResidential Small- and Mid-Sized Office
## 1960 23918 2017 NonResidential Small- and Mid-Sized Office
## 1961 23924 2017 Multifamily MR (5-9) Other
## 1962 23925 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1963 23928 2017 NonResidential Small- and Mid-Sized Office
## 1964 23930 2017 NonResidential Distribution Center
## 1965 23934 2017 NonResidential Warehouse
## 1966 23935 2017 NonResidential Warehouse
## 1967 23936 2017 NonResidential Self-Storage Facility
## 1968 23937 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1969 23939 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1970 23940 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1971 23944 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1972 23948 2017 Multifamily HR (10+) High-Rise Multifamily
## 1973 23949 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1974 23951 2017 NonResidential Small- and Mid-Sized Office
## 1975 23952 2017 NonResidential Warehouse
## 1976 23953 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1977 23956 2017 NonResidential K-12 School
## 1978 23958 2017 NonResidential Warehouse
## 1979 23960 2017 NonResidential Distribution Center
## 1980 23963 2017 NonResidential Warehouse
## 1981 23964 2017 NonResidential Other
## 1982 23969 2017 NonResidential Other
## 1983 24741 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1984 23971 2017 NonResidential Refrigerated Warehouse
## 1985 23975 2017 Nonresidential COS Warehouse
## 1986 23976 2017 Nonresidential COS Mixed Use Property
## 1987 23977 2017 NonResidential Refrigerated Warehouse
## 1988 24009 2017 NonResidential Other
## 1989 24012 2017 SPS-District K-12 K-12 School
## 1990 24018 2017 NonResidential K-12 School
## 1991 24026 2017 NonResidential Self-Storage Facility
## 1992 24029 2017 NonResidential Worship Facility
## 1993 24030 2017 NonResidential Retail Store
## 1994 24031 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1995 24033 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1996 24034 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 1997 24035 2017 SPS-District K-12 K-12 School
## 1998 24036 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 1999 24037 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2000 24045 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2001 24053 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2002 24062 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2003 24068 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2004 24069 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2005 24070 2017 NonResidential Self-Storage Facility
## 2006 24072 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2007 24077 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2008 24083 2017 NonResidential Warehouse
## 2009 24085 2017 NonResidential Other
## 2010 24086 2017 Campus Other
## 2011 24089 2017 NonResidential Retail Store
## 2012 24091 2017 NonResidential Warehouse
## 2013 24099 2017 NonResidential Other
## 2014 24100 2017 NonResidential Other
## 2015 24102 2017 NonResidential Warehouse
## 2016 24104 2017 NonResidential Warehouse
## 2017 24105 2017 NonResidential Warehouse
## 2018 24106 2017 NonResidential Retail Store
## 2019 24108 2017 NonResidential Warehouse
## 2020 24112 2017 NonResidential Distribution Center
## 2021 24115 2017 NonResidential Distribution Center
## 2022 24117 2017 NonResidential Other
## 2023 24118 2017 NonResidential Warehouse
## 2024 24123 2017 NonResidential Mixed Use Property
## 2025 24132 2017 NonResidential Refrigerated Warehouse
## 2026 24134 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2027 24136 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2028 24137 2017 Multifamily LR (1-4) Senior Care Community
## 2029 24138 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2030 24144 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2031 24150 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2032 24153 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2033 24156 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2034 24160 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2035 24161 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2036 24162 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2037 24163 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2038 24164 2017 SPS-District K-12 K-12 School
## 2039 24166 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2040 24168 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2041 24170 2017 NonResidential Small- and Mid-Sized Office
## 2042 24172 2017 NonResidential Retail Store
## 2043 24173 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2044 24178 2017 NonResidential Mixed Use Property
## 2045 24179 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2046 24180 2017 NonResidential Medical Office
## 2047 24181 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2048 24184 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2049 24191 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2050 24194 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2051 24201 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2052 24202 2017 NonResidential Warehouse
## 2053 24205 2017 NonResidential Other
## 2054 24209 2017 NonResidential Warehouse
## 2055 24216 2017 NonResidential Small- and Mid-Sized Office
## 2056 24218 2017 NonResidential Mixed Use Property
## 2057 24219 2017 NonResidential Warehouse
## 2058 24225 2017 NonResidential Distribution Center
## 2059 24227 2017 NonResidential Other
## 2060 24230 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2061 24240 2017 NonResidential Other
## 2062 24243 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2063 24244 2017 NonResidential Worship Facility
## 2064 24245 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2065 24248 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2066 24249 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2067 24250 2017 NonResidential Worship Facility
## 2068 24252 2017 NonResidential Medical Office
## 2069 24253 2017 NonResidential Medical Office
## 2070 24255 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2071 24259 2017 NonResidential Other
## 2072 24270 2017 NonResidential Worship Facility
## 2073 24272 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2074 24274 2017 NonResidential Small- and Mid-Sized Office
## 2075 24275 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2076 24276 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2077 24281 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2078 24282 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2079 24288 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2080 24289 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2081 24292 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2082 24306 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2083 25660 2017 NonResidential Small- and Mid-Sized Office
## 2084 24312 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2085 24332 2017 NonResidential Warehouse
## 2086 24333 2017 NonResidential Warehouse
## 2087 24344 2017 NonResidential Other
## 2088 24348 2017 NonResidential Distribution Center
## 2089 24351 2017 NonResidential Warehouse
## 2090 24354 2017 NonResidential Warehouse
## 2091 24356 2017 NonResidential Small- and Mid-Sized Office
## 2092 24358 2017 NonResidential Mixed Use Property
## 2093 24359 2017 NonResidential Small- and Mid-Sized Office
## 2094 24363 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2095 24375 2017 SPS-District K-12 K-12 School
## 2096 24376 2017 Nonresidential COS Medical Office
## 2097 24377 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2098 24381 2017 Nonresidential COS Mixed Use Property
## 2099 24391 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2100 24393 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2101 24397 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2102 24406 2017 NonResidential Other
## 2103 24412 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2104 24415 2017 NonResidential Mixed Use Property
## 2105 24418 2017 Nonresidential COS Small- and Mid-Sized Office
## 2106 24426 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2107 24429 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2108 24430 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2109 24431 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2110 24432 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2111 24435 2017 NonResidential Small- and Mid-Sized Office
## 2112 24441 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2113 24444 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2114 24448 2017 NonResidential Mixed Use Property
## 2115 24451 2017 NonResidential Warehouse
## 2116 25752 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2117 24458 2017 NonResidential Small- and Mid-Sized Office
## 2118 24461 2017 NonResidential Retail Store
## 2119 24472 2017 NonResidential Warehouse
## 2120 24473 2017 NonResidential Distribution Center
## 2121 24479 2017 NonResidential Supermarket / Grocery Store
## 2122 24481 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2123 24482 2017 SPS-District K-12 K-12 School
## 2124 24484 2017 NonResidential Worship Facility
## 2125 24485 2017 NonResidential Worship Facility
## 2126 24488 2017 NonResidential Small- and Mid-Sized Office
## 2127 24489 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2128 24492 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2129 24493 2017 NonResidential Supermarket / Grocery Store
## 2130 24494 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2131 24496 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2132 24498 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2133 24514 2017 NonResidential Supermarket / Grocery Store
## 2134 24515 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2135 24525 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2136 24530 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2137 24531 2017 NonResidential Warehouse
## 2138 24532 2017 NonResidential Warehouse
## 2139 24534 2017 NonResidential Warehouse
## 2140 24536 2017 NonResidential Warehouse
## 2141 24537 2017 NonResidential Warehouse
## 2142 24538 2017 NonResidential Warehouse
## 2143 24539 2017 NonResidential Warehouse
## 2144 24541 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2145 24542 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2146 24544 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2147 24547 2017 NonResidential K-12 School
## 2148 24556 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2149 24560 2017 NonResidential K-12 School
## 2150 24562 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2151 24563 2017 NonResidential Retail Store
## 2152 24564 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2153 24565 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2154 24571 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2155 24579 2017 NonResidential Other
## 2156 24581 2017 NonResidential Other
## 2157 24585 2017 NonResidential Other
## 2158 24587 2017 NonResidential Warehouse
## 2159 24588 2017 Multifamily LR (1-4) Other
## 2160 24589 2017 NonResidential Warehouse
## 2161 24591 2017 NonResidential Small- and Mid-Sized Office
## 2162 24593 2017 NonResidential Self-Storage Facility
## 2163 24598 2017 NonResidential Refrigerated Warehouse
## 2164 24599 2017 NonResidential Warehouse
## 2165 24600 2017 NonResidential Medical Office
## 2166 24601 2017 NonResidential Small- and Mid-Sized Office
## 2167 24602 2017 Nonresidential COS Other
## 2168 24603 2017 NonResidential Self-Storage Facility
## 2169 24604 2017 NonResidential Mixed Use Property
## 2170 24607 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2171 24614 2017 SPS-District K-12 K-12 School
## 2172 24617 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2173 24623 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2174 24624 2017 NonResidential University
## 2175 24626 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2176 24629 2017 NonResidential Warehouse
## 2177 24630 2017 NonResidential Small- and Mid-Sized Office
## 2178 24631 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2179 24636 2017 NonResidential Retail Store
## 2180 24640 2017 NonResidential Retail Store
## 2181 24643 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2182 24645 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2183 24646 2017 Nonresidential COS Other
## 2184 24649 2017 NonResidential Mixed Use Property
## 2185 24650 2017 Multifamily LR (1-4) Mixed Use Property
## 2186 24653 2017 NonResidential Retail Store
## 2187 24657 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2188 24659 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2189 24660 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2190 24663 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2191 24664 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2192 24667 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2193 24668 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2194 24673 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2195 24688 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2196 24689 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2197 24693 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2198 24700 2017 NonResidential Mixed Use Property
## 2199 24701 2017 NonResidential Other
## 2200 24705 2017 NonResidential Warehouse
## 2201 24708 2017 NonResidential Small- and Mid-Sized Office
## 2202 24710 2017 NonResidential Other
## 2203 24711 2017 NonResidential Small- and Mid-Sized Office
## 2204 24712 2017 NonResidential Small- and Mid-Sized Office
## 2205 24714 2017 NonResidential Warehouse
## 2206 24716 2017 NonResidential Refrigerated Warehouse
## 2207 24717 2017 NonResidential Other
## 2208 24720 2017 NonResidential Small- and Mid-Sized Office
## 2209 24722 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2210 24725 2017 NonResidential Warehouse
## 2211 24726 2017 NonResidential Warehouse
## 2212 24739 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2213 24743 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2214 24746 2017 Multifamily LR (1-4) Senior Care Community
## 2215 24750 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2216 24752 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2217 24758 2017 NonResidential Self-Storage Facility
## 2218 24764 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2219 24765 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2220 24769 2017 NonResidential Senior Care Community
## 2221 24772 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2222 24775 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2223 24778 2017 NonResidential Warehouse
## 2224 24780 2017 NonResidential Other
## 2225 24781 2017 NonResidential Retail Store
## 2226 24784 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2227 24790 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2228 24795 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2229 24796 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2230 24803 2017 NonResidential Retail Store
## 2231 24805 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2232 24822 2017 NonResidential Small- and Mid-Sized Office
## 2233 24823 2017 NonResidential Warehouse
## 2234 24830 2017 NonResidential Small- and Mid-Sized Office
## 2235 24840 2017 NonResidential Small- and Mid-Sized Office
## 2236 24846 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2237 24850 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2238 24854 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2239 24857 2017 NonResidential Retail Store
## 2240 24858 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2241 24861 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2242 24862 2017 NonResidential K-12 School
## 2243 24865 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2244 24868 2017 NonResidential Worship Facility
## 2245 24876 2017 NonResidential Self-Storage Facility
## 2246 24880 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2247 24883 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2248 24886 2017 NonResidential Small- and Mid-Sized Office
## 2249 24887 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2250 24888 2017 Multifamily LR (1-4) Senior Care Community
## 2251 24893 2017 NonResidential Retail Store
## 2252 24895 2017 NonResidential Supermarket / Grocery Store
## 2253 24896 2017 NonResidential Retail Store
## 2254 24902 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2255 24906 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2256 24908 2017 SPS-District K-12 K-12 School
## 2257 24909 2017 NonResidential Worship Facility
## 2258 24911 2017 NonResidential Worship Facility
## 2259 24921 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2260 24934 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2261 24943 2017 NonResidential Warehouse
## 2262 24948 2017 NonResidential Retail Store
## 2263 24950 2017 NonResidential Other
## 2264 24958 2017 NonResidential Warehouse
## 2265 24959 2017 NonResidential Mixed Use Property
## 2266 24976 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2267 24987 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2268 24989 2017 Multifamily HR (10+) High-Rise Multifamily
## 2269 24991 2017 NonResidential Other
## 2270 24994 2017 NonResidential Other
## 2271 25000 2017 NonResidential Warehouse
## 2272 25001 2017 NonResidential Self-Storage Facility
## 2273 25002 2017 NonResidential Self-Storage Facility
## 2274 25004 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2275 25006 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2276 25025 2017 NonResidential Warehouse
## 2277 25028 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2278 25046 2017 Multifamily HR (10+) High-Rise Multifamily
## 2279 25047 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2280 25053 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2281 25054 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2282 25055 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2283 25056 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2284 25061 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2285 25062 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2286 25065 2017 Multifamily MR (5-9) Mixed Use Property
## 2287 25069 2017 Campus K-12 School
## 2288 25076 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2289 25078 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2290 25080 2017 Multifamily HR (10+) High-Rise Multifamily
## 2291 25086 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2292 25092 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2293 25110 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2294 25111 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2295 25115 2017 NonResidential Worship Facility
## 2296 25122 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2297 25124 2017 NonResidential Other
## 2298 25127 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2299 25128 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2300 25129 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2301 25130 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2302 25131 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2303 25137 2017 Multifamily HR (10+) High-Rise Multifamily
## 2304 25139 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2305 25144 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2306 25148 2017 NonResidential Small- and Mid-Sized Office
## 2307 25149 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2308 25160 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2309 25163 2017 NonResidential Warehouse
## 2310 25165 2017 Nonresidential COS Warehouse
## 2311 25166 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2312 25169 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2313 25170 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2314 25172 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2315 25175 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2316 25177 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2317 25181 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2318 25182 2017 Multifamily HR (10+) High-Rise Multifamily
## 2319 25184 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2320 25185 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2321 25186 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2322 25187 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2323 25196 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2324 25199 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2325 25200 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2326 25202 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2327 25215 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2328 25217 2017 SPS-District K-12 K-12 School
## 2329 25218 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2330 25220 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2331 25222 2017 NonResidential Mixed Use Property
## 2332 25223 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2333 25235 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2334 25240 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2335 25241 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2336 25242 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2337 25243 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2338 25245 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2339 25247 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2340 25250 2017 NonResidential University
## 2341 25251 2017 Campus University
## 2342 25259 2017 Multifamily LR (1-4) Senior Care Community
## 2343 25266 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2344 25268 2017 NonResidential Small- and Mid-Sized Office
## 2345 25269 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2346 25275 2017 NonResidential Refrigerated Warehouse
## 2347 25276 2017 NonResidential Warehouse
## 2348 25277 2017 NonResidential Warehouse
## 2349 25278 2017 NonResidential Warehouse
## 2350 25295 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2351 25299 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2352 25302 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2353 25305 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2354 25317 2017 SPS-District K-12 K-12 School
## 2355 25322 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2356 25323 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2357 25324 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2358 25325 2017 NonResidential Worship Facility
## 2359 25326 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2360 25955 2017 NonResidential Other
## 2361 25327 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2362 25329 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2363 25335 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2364 25337 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2365 25338 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2366 25340 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2367 25348 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2368 25354 2017 Multifamily HR (10+) High-Rise Multifamily
## 2369 25356 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2370 25358 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2371 25360 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2372 25361 2017 SPS-District K-12 K-12 School
## 2373 25362 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2374 25364 2017 NonResidential Self-Storage Facility
## 2375 25368 2017 Multifamily HR (10+) High-Rise Multifamily
## 2376 25371 2017 NonResidential K-12 School
## 2377 25386 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2378 25401 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2379 25407 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2380 25410 2017 Multifamily HR (10+) High-Rise Multifamily
## 2381 25412 2017 Multifamily HR (10+) High-Rise Multifamily
## 2382 25414 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2383 25416 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2384 25418 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2385 25419 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2386 25425 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2387 25426 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2388 25427 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2389 25428 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2390 25431 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2391 25432 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2392 25433 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2393 25435 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2394 25436 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2395 25438 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2396 25447 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2397 25451 2017 NonResidential Restaurant
## 2398 25452 2017 NonResidential Mixed Use Property
## 2399 25457 2017 NonResidential Other
## 2400 25461 2017 NonResidential Restaurant
## 2401 25462 2017 NonResidential Small- and Mid-Sized Office
## 2402 25464 2017 NonResidential Small- and Mid-Sized Office
## 2403 25471 2017 NonResidential Other
## 2404 25474 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2405 25475 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2406 25479 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2407 25490 2017 Multifamily LR (1-4) Senior Care Community
## 2408 25491 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2409 25511 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2410 25513 2017 NonResidential Worship Facility
## 2411 25514 2017 Multifamily HR (10+) High-Rise Multifamily
## 2412 25522 2017 NonResidential Mixed Use Property
## 2413 25524 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2414 25526 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2415 25527 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2416 25528 2017 NonResidential Large Office
## 2417 25529 2017 Multifamily HR (10+) High-Rise Multifamily
## 2418 25530 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2419 25531 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2420 25537 2017 NonResidential Self-Storage Facility
## 2421 25540 2017 NonResidential Hotel
## 2422 25541 2017 NonResidential Small- and Mid-Sized Office
## 2423 25542 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2424 25543 2017 NonResidential Small- and Mid-Sized Office
## 2425 25546 2017 NonResidential Mixed Use Property
## 2426 25547 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2427 25548 2017 NonResidential Small- and Mid-Sized Office
## 2428 25553 2017 NonResidential Hotel
## 2429 25554 2017 NonResidential Other
## 2430 25563 2017 NonResidential Warehouse
## 2431 25567 2017 NonResidential Warehouse
## 2432 25568 2017 NonResidential Small- and Mid-Sized Office
## 2433 25572 2017 NonResidential Retail Store
## 2434 25574 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2435 25576 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2436 25577 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2437 25578 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2438 25579 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2439 25580 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2440 25582 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2441 25599 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2442 25603 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2443 25604 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2444 25605 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2445 25617 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2446 25619 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2447 25620 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2448 25624 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2449 25632 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2450 25634 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2451 25635 2017 NonResidential Medical Office
## 2452 25639 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2453 25641 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2454 25643 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2455 25652 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2456 25655 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2457 25657 2017 NonResidential Small- and Mid-Sized Office
## 2458 25658 2017 NonResidential Small- and Mid-Sized Office
## 2459 25659 2017 NonResidential Small- and Mid-Sized Office
## 2460 25661 2017 NonResidential Small- and Mid-Sized Office
## 2461 25663 2017 Nonresidential COS Other
## 2462 25664 2017 NonResidential Small- and Mid-Sized Office
## 2463 25666 2017 NonResidential Mixed Use Property
## 2464 25667 2017 NonResidential Mixed Use Property
## 2465 25670 2017 NonResidential Small- and Mid-Sized Office
## 2466 25672 2017 NonResidential Small- and Mid-Sized Office
## 2467 25673 2017 NonResidential Retail Store
## 2468 25674 2017 NonResidential Low-Rise Multifamily
## 2469 25679 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2470 25682 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2471 25693 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2472 25694 2017 NonResidential Other
## 2473 25696 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2474 25701 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2475 25708 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2476 25710 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2477 25711 2017 NonResidential Restaurant
## 2478 25713 2017 NonResidential Small- and Mid-Sized Office
## 2479 25716 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2480 25721 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2481 25723 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2482 25724 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2483 25725 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2484 25726 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2485 25737 2017 NonResidential Senior Care Community
## 2486 25742 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2487 25743 2017 NonResidential Worship Facility
## 2488 25744 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2489 25745 2017 NonResidential Worship Facility
## 2490 25747 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2491 25751 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2492 25754 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2493 25756 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2494 25757 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2495 25758 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2496 25761 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2497 25763 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2498 25770 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2499 25772 2017 NonResidential Hospital
## 2500 25784 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2501 25789 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2502 25791 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2503 25798 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2504 25819 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2505 25821 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2506 25822 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2507 25839 2017 NonResidential Warehouse
## 2508 25842 2017 NonResidential Warehouse
## 2509 25844 2017 NonResidential Other
## 2510 25847 2017 NonResidential Small- and Mid-Sized Office
## 2511 25849 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2512 25850 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2513 25851 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2514 25852 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2515 25853 2017 Multifamily HR (10+) High-Rise Multifamily
## 2516 25854 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2517 25856 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2518 25857 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2519 25866 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2520 25875 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2521 25876 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2522 25882 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2523 25883 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2524 25886 2017 NonResidential Small- and Mid-Sized Office
## 2525 25895 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2526 25897 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2527 25898 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2528 25901 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2529 25902 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2530 25907 2017 NonResidential Other
## 2531 25910 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2532 25914 2017 NonResidential Supermarket / Grocery Store
## 2533 25918 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2534 25922 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2535 25931 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2536 25932 2017 NonResidential Mixed Use Property
## 2537 25935 2017 NonResidential Worship Facility
## 2538 25945 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2539 25954 2017 NonResidential Other
## 2540 25956 2017 SPS-District K-12 K-12 School
## 2541 25965 2017 NonResidential Senior Care Community
## 2542 25967 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2543 25973 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2544 25975 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2545 25976 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2546 25978 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2547 25992 2017 NonResidential Mixed Use Property
## 2548 25994 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2549 25996 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2550 25997 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2551 26002 2017 NonResidential Worship Facility
## 2552 26004 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2553 26007 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2554 26008 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2555 26013 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2556 26017 2017 NonResidential Residence Hall
## 2557 26019 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2558 26023 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2559 26024 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2560 26025 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2561 26026 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2562 26037 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2563 26040 2017 NonResidential Self-Storage Facility
## 2564 26052 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2565 26053 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2566 26056 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2567 26061 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2568 26064 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2569 26075 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2570 26076 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2571 26080 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2572 26089 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2573 26095 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2574 26098 2017 NonResidential K-12 School
## 2575 26100 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2576 26106 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2577 26115 2017 NonResidential Mixed Use Property
## 2578 26116 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2579 26118 2017 Multifamily MR (5-9) Low-Rise Multifamily
## 2580 26119 2017 NonResidential Retail Store
## 2581 26121 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2582 26123 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2583 26125 2017 NonResidential K-12 School
## 2584 26126 2017 NonResidential Other
## 2585 26127 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2586 26129 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2587 26130 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2588 26134 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2589 26135 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2590 26138 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2591 26139 2017 NonResidential Other
## 2592 26140 2017 Multifamily MR (5-9) Mixed Use Property
## 2593 26141 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2594 26143 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2595 26146 2017 NonResidential Small- and Mid-Sized Office
## 2596 26147 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2597 26150 2017 SPS-District K-12 K-12 School
## 2598 26152 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2599 26154 2017 NonResidential Small- and Mid-Sized Office
## 2600 26157 2017 NonResidential Senior Care Community
## 2601 26159 2017 Multifamily HR (10+) High-Rise Multifamily
## 2602 26163 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2603 26164 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2604 26166 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2605 26174 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2606 26176 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2607 26177 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2608 26182 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2609 26183 2017 NonResidential Small- and Mid-Sized Office
## 2610 26188 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2611 26190 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2612 26195 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2613 26198 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2614 26204 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2615 26210 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2616 26211 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2617 26217 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2618 26218 2017 NonResidential Hotel
## 2619 26227 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2620 26232 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2621 26233 2017 NonResidential Other
## 2622 26235 2017 NonResidential Warehouse
## 2623 26236 2017 NonResidential Warehouse
## 2624 26237 2017 NonResidential Mixed Use Property
## 2625 26240 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2626 26241 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2627 26243 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2628 26246 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2629 26249 2017 Multifamily LR (1-4) Senior Care Community
## 2630 26252 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2631 26254 2017 NonResidential Small- and Mid-Sized Office
## 2632 26257 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2633 26261 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2634 26262 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2635 26267 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2636 26269 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2637 26281 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2638 26282 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2639 26283 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2640 26289 2017 NonResidential Senior Care Community
## 2641 26305 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2642 26313 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2643 26319 2017 SPS-District K-12 K-12 School
## 2644 26321 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2645 26324 2017 NonResidential Senior Care Community
## 2646 26325 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2647 26330 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2648 26331 2017 NonResidential Small- and Mid-Sized Office
## 2649 26348 2017 NonResidential Small- and Mid-Sized Office
## 2650 26351 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2651 26354 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2652 26357 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2653 26359 2017 NonResidential Warehouse
## 2654 26379 2017 NonResidential Hotel
## 2655 26383 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2656 26385 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2657 26390 2017 Multifamily HR (10+) High-Rise Multifamily
## 2658 26482 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2659 26391 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2660 26392 2017 NonResidential Other
## 2661 26393 2017 NonResidential Retail Store
## 2662 26396 2017 NonResidential Worship Facility
## 2663 26398 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2664 26400 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2665 26401 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2666 26402 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2667 26409 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2668 26423 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2669 26425 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2670 26429 2017 Multifamily MR (5-9) Senior Care Community
## 2671 26676 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2672 26434 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2673 26460 2017 NonResidential Warehouse
## 2674 26465 2017 NonResidential K-12 School
## 2675 26473 2017 NonResidential Supermarket / Grocery Store
## 2676 26479 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2677 26504 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2678 26506 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2679 26509 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2680 26514 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2681 26519 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2682 26520 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2683 26523 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2684 26524 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2685 26528 2017 NonResidential Small- and Mid-Sized Office
## 2686 26529 2017 NonResidential Supermarket / Grocery Store
## 2687 26530 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2688 26532 2017 NonResidential Other
## 2689 26535 2017 NonResidential Mixed Use Property
## 2690 26536 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2691 26550 2017 Multifamily HR (10+) Senior Care Community
## 2692 26553 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2693 26555 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2694 26567 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2695 26574 2017 Multifamily HR (10+) High-Rise Multifamily
## 2696 26583 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2697 26587 2017 NonResidential Small- and Mid-Sized Office
## 2698 26592 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2699 26593 2017 NonResidential Small- and Mid-Sized Office
## 2700 26594 2017 NonResidential Other
## 2701 26596 2017 NonResidential Small- and Mid-Sized Office
## 2702 26598 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2703 26600 2017 NonResidential Mixed Use Property
## 2704 26601 2017 NonResidential Small- and Mid-Sized Office
## 2705 26602 2017 Nonresidential COS Small- and Mid-Sized Office
## 2706 26603 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2707 26607 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2708 26611 2017 NonResidential Medical Office
## 2709 26614 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2710 26618 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2711 26653 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2712 26657 2017 NonResidential Worship Facility
## 2713 26659 2017 Multifamily LR (1-4) Other
## 2714 26667 2017 NonResidential Other
## 2715 26668 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2716 26670 2017 NonResidential Worship Facility
## 2717 26671 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2718 26672 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2719 26677 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2720 26681 2017 NonResidential Small- and Mid-Sized Office
## 2721 26691 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2722 26695 2017 NonResidential Worship Facility
## 2723 26705 2017 NonResidential Small- and Mid-Sized Office
## 2724 26706 2017 NonResidential Small- and Mid-Sized Office
## 2725 26708 2017 NonResidential Small- and Mid-Sized Office
## 2726 26710 2017 NonResidential Small- and Mid-Sized Office
## 2727 26711 2017 NonResidential Other
## 2728 26713 2017 Multifamily HR (10+) High-Rise Multifamily
## 2729 26716 2017 Multifamily HR (10+) High-Rise Multifamily
## 2730 26717 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2731 26719 2017 NonResidential Small- and Mid-Sized Office
## 2732 26720 2017 NonResidential Warehouse
## 2733 26722 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2734 26723 2017 Multifamily HR (10+) High-Rise Multifamily
## 2735 26857 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2736 26724 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2737 26726 2017 NonResidential Mixed Use Property
## 2738 26728 2017 NonResidential Hotel
## 2739 26729 2017 NonResidential Mid-Rise Multifamily
## 2740 26730 2017 Multifamily LR (1-4) Senior Care Community
## 2741 26731 2017 NonResidential Small- and Mid-Sized Office
## 2742 26737 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2743 26738 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2744 26739 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2745 26740 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2746 26741 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2747 26742 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2748 26743 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2749 26745 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2750 26746 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2751 26748 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2752 26750 2017 Multifamily HR (10+) High-Rise Multifamily
## 2753 26751 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2754 26756 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2755 26759 2017 NonResidential Warehouse
## 2756 26761 2017 NonResidential Small- and Mid-Sized Office
## 2757 26773 2017 NonResidential Worship Facility
## 2758 26789 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2759 26807 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2760 26808 2017 SPS-District K-12 K-12 School
## 2761 26820 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2762 26821 2017 SPS-District K-12 K-12 School
## 2763 26825 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2764 26829 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2765 26832 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2766 26833 2017 NonResidential Small- and Mid-Sized Office
## 2767 26834 2017 NonResidential Mixed Use Property
## 2768 26835 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2769 26837 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2770 26838 2017 NonResidential Hotel
## 2771 26839 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2772 26841 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2773 26842 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2774 26843 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2775 26844 2017 Multifamily HR (10+) High-Rise Multifamily
## 2776 26845 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2777 26846 2017 Multifamily MR (5-9) Senior Care Community
## 2778 26847 2017 NonResidential Small- and Mid-Sized Office
## 2779 26848 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2780 26849 2017 NonResidential Retail Store
## 2781 26850 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2782 26852 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2783 27089 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2784 26855 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2785 26862 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2786 26870 2017 SPS-District K-12 K-12 School
## 2787 26880 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2788 26881 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2789 26883 2017 NonResidential Other
## 2790 26896 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2791 26898 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2792 26902 2017 Multifamily LR (1-4) University
## 2793 26905 2017 NonResidential Other
## 2794 26906 2017 NonResidential Residence Hall
## 2795 26907 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2796 26908 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2797 26909 2017 NonResidential Residence Hall
## 2798 26911 2017 NonResidential Residence Hall
## 2799 26919 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2800 26922 2017 NonResidential Low-Rise Multifamily
## 2801 27071 2017 Multifamily HR (10+) Senior Care Community
## 2802 26924 2017 Nonresidential COS Mixed Use Property
## 2803 26930 2017 NonResidential Senior Care Community
## 2804 26933 2017 Nonresidential COS Other
## 2805 26939 2017 NonResidential K-12 School
## 2806 26940 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2807 26948 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2808 26951 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2809 26956 2017 NonResidential University
## 2810 26961 2017 Nonresidential COS Other
## 2811 26973 2017 NonResidential Mixed Use Property
## 2812 26979 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2813 26980 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2814 26984 2017 Multifamily HR (10+) High-Rise Multifamily
## 2815 26986 2017 NonResidential Supermarket / Grocery Store
## 2816 26989 2017 Multifamily LR (1-4) Senior Care Community
## 2817 26993 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2818 26994 2017 NonResidential Mixed Use Property
## 2819 26995 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2820 26997 2017 NonResidential Mixed Use Property
## 2821 27007 2017 NonResidential Worship Facility
## 2822 27008 2017 SPS-District K-12 K-12 School
## 2823 27013 2017 NonResidential Warehouse
## 2824 27016 2017 NonResidential Small- and Mid-Sized Office
## 2825 27020 2017 NonResidential Residence Hall
## 2826 27029 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2827 27033 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2828 27039 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2829 27040 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2830 27042 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2831 27047 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2832 27049 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2833 27059 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2834 27080 2017 NonResidential Worship Facility
## 2835 27081 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2836 27082 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2837 27090 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2838 27095 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2839 27096 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2840 27097 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2841 27100 2017 Multifamily HR (10+) Hotel
## 2842 27102 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2843 27103 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2844 27105 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2845 27107 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2846 27114 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2847 27117 2017 NonResidential Warehouse
## 2848 27122 2017 NonResidential Warehouse
## 2849 27131 2017 NonResidential Distribution Center
## 2850 27141 2017 NonResidential Warehouse
## 2851 27142 2017 NonResidential K-12 School
## 2852 27144 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2853 27145 2017 NonResidential Large Office
## 2854 27146 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2855 27154 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2856 27160 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2857 27162 2017 NonResidential Supermarket / Grocery Store
## 2858 27166 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2859 27184 2017 NonResidential Mixed Use Property
## 2860 27189 2017 Multifamily HR (10+) High-Rise Multifamily
## 2861 27192 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2862 27195 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2863 27196 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2864 27198 2017 Multifamily HR (10+) High-Rise Multifamily
## 2865 27456 2017 NonResidential Other
## 2866 27199 2017 Multifamily HR (10+) High-Rise Multifamily
## 2867 27201 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2868 27203 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2869 27204 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2870 27205 2017 SPS-District K-12 K-12 School
## 2871 27212 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2872 27213 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2873 27216 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2874 27218 2017 Multifamily LR (1-4) Mixed Use Property
## 2875 27225 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2876 27231 2017 SPS-District K-12 K-12 School
## 2877 27232 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2878 27234 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2879 27235 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2880 27241 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2881 27244 2017 NonResidential Other
## 2882 27245 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2883 27252 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2884 27258 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2885 27260 2017 Multifamily HR (10+) High-Rise Multifamily
## 2886 27264 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2887 27265 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2888 27266 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2889 27274 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2890 27277 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2891 27294 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2892 27295 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2893 27296 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2894 27297 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2895 27298 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2896 27299 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2897 27300 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2898 27673 2017 NonResidential Hotel
## 2899 27301 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2900 27302 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2901 27303 2017 NonResidential Other
## 2902 27304 2017 Multifamily HR (10+) High-Rise Multifamily
## 2903 27306 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2904 27321 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2905 27342 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2906 27343 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2907 27348 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2908 27350 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2909 27352 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2910 27359 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2911 27360 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2912 27361 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2913 27363 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2914 27365 2017 SPS-District K-12 K-12 School
## 2915 27369 2017 Multifamily HR (10+) High-Rise Multifamily
## 2916 27378 2017 NonResidential Supermarket / Grocery Store
## 2917 27381 2017 NonResidential Worship Facility
## 2918 27386 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2919 27387 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2920 27388 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2921 27389 2017 Campus Small- and Mid-Sized Office
## 2922 27397 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2923 27405 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2924 27406 2017 NonResidential Mixed Use Property
## 2925 27416 2017 Multifamily HR (10+) High-Rise Multifamily
## 2926 27417 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2927 29069 2017 Multifamily LR (1-4) Senior Care Community
## 2928 27430 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2929 27431 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2930 27433 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2931 27436 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2932 27438 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2933 27459 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2934 27472 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2935 27482 2017 NonResidential Warehouse
## 2936 27488 2017 NonResidential Warehouse
## 2937 27494 2017 NonResidential Distribution Center
## 2938 27504 2017 NonResidential Warehouse
## 2939 27510 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2940 27515 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2941 27526 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2942 27528 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2943 27532 2017 NonResidential Other
## 2944 27540 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2945 27553 2017 NonResidential Warehouse
## 2946 27554 2017 NonResidential Warehouse
## 2947 27561 2017 NonResidential Refrigerated Warehouse
## 2948 27562 2017 NonResidential Warehouse
## 2949 27567 2017 NonResidential Small- and Mid-Sized Office
## 2950 27569 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2951 27570 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2952 27573 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2953 27574 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2954 27582 2017 Multifamily HR (10+) High-Rise Multifamily
## 2955 27584 2017 Multifamily HR (10+) High-Rise Multifamily
## 2956 27585 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2957 27587 2017 NonResidential Small- and Mid-Sized Office
## 2958 27590 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2959 27591 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2960 27593 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2961 27594 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2962 27596 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2963 27597 2017 SPS-District K-12 K-12 School
## 2964 27598 2017 NonResidential Worship Facility
## 2965 27600 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2966 27602 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2967 27604 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2968 27606 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2969 27607 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2970 27610 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2971 27620 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2972 27622 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2973 27625 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2974 27634 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2975 27651 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2976 27652 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2977 27655 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2978 27656 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2979 27658 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2980 27668 2017 NonResidential Other
## 2981 27679 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2982 27680 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2983 27681 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2984 27682 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2985 27683 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2986 27684 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2987 27685 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2988 27687 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2989 27688 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2990 27689 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2991 27690 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2992 27691 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2993 27692 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2994 27693 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2995 27694 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2996 27696 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2997 27815 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 2998 27699 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 2999 27701 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3000 27703 2017 NonResidential Worship Facility
## 3001 27704 2017 NonResidential K-12 School
## 3002 27706 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3003 27707 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3004 27716 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3005 27721 2017 Nonresidential COS Other
## 3006 27734 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3007 27736 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3008 27738 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3009 27744 2017 Multifamily LR (1-4) Mixed Use Property
## 3010 27759 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3011 27760 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3012 27774 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3013 27799 2017 Campus K-12 School
## 3014 50195 2017 NonResidential
## 3015 27816 2017 NonResidential Other
## 3016 27821 2017 NonResidential Supermarket / Grocery Store
## 3017 27825 2017 NonResidential Other
## 3018 29125 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3019 27828 2017 NonResidential Mixed Use Property
## 3020 27829 2017 NonResidential Other
## 3021 27830 2017 NonResidential Small- and Mid-Sized Office
## 3022 27833 2017 NonResidential Other
## 3023 27836 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3024 27837 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3025 27838 2017 NonResidential Mixed Use Property
## 3026 27843 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3027 27844 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3028 27845 2017 Multifamily HR (10+) High-Rise Multifamily
## 3029 27847 2017 SPS-District K-12 K-12 School
## 3030 27863 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3031 27868 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3032 27869 2017 NonResidential Warehouse
## 3033 27870 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3034 27873 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3035 27874 2017 NonResidential Self-Storage Facility
## 3036 27880 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3037 27882 2017 NonResidential Small- and Mid-Sized Office
## 3038 27884 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3039 27885 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3040 27886 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3041 27888 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3042 27891 2017 NonResidential Other
## 3043 27892 2017 Nonresidential COS Other
## 3044 27895 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3045 27901 2017 Campus K-12 School
## 3046 27902 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3047 27903 2017 NonResidential Retail Store
## 3048 27922 2017 NonResidential K-12 School
## 3049 27924 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3050 27926 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3051 27928 2017 NonResidential Small- and Mid-Sized Office
## 3052 27929 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3053 27932 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3054 27937 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3055 27947 2017 NonResidential Worship Facility
## 3056 27950 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3057 27951 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3058 27953 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3059 27955 2017 SPS-District K-12 K-12 School
## 3060 27956 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3061 27958 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3062 27962 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3063 27966 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3064 27969 2017 NonResidential Mixed Use Property
## 3065 27970 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3066 27977 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3067 27981 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3068 27982 2017 NonResidential Small- and Mid-Sized Office
## 3069 27984 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3070 27985 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3071 27987 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3072 29148 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3073 27996 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3074 28001 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3075 28002 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3076 28006 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3077 28007 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3078 28008 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3079 28009 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3080 28014 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3081 28019 2017 NonResidential Worship Facility
## 3082 28020 2017 NonResidential K-12 School
## 3083 28022 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3084 28025 2017 Nonresidential COS Warehouse
## 3085 28027 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3086 28028 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3087 28029 2017 NonResidential Refrigerated Warehouse
## 3088 28030 2017 NonResidential Other
## 3089 28033 2017 NonResidential Distribution Center
## 3090 28035 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3091 28039 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3092 28046 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3093 28048 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3094 28049 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3095 28050 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3096 28051 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3097 28053 2017 NonResidential Worship Facility
## 3098 28066 2017 NonResidential Small- and Mid-Sized Office
## 3099 28067 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3100 28068 2017 Multifamily HR (10+) High-Rise Multifamily
## 3101 28081 2017 NonResidential Small- and Mid-Sized Office
## 3102 28086 2017 NonResidential Laboratory
## 3103 28089 2017 Multifamily HR (10+) High-Rise Multifamily
## 3104 28476 2017 NonResidential Warehouse
## 3105 28733 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3106 28734 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3107 28735 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3108 28874 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3109 29170 2017 NonResidential Mixed Use Property
## 3110 29214 2017 NonResidential Warehouse
## 3111 29310 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3112 29312 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3113 29315 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3114 29390 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3115 29448 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3116 29550 2017 NonResidential Large Office
## 3117 29551 2017 NonResidential Small- and Mid-Sized Office
## 3118 29552 2017 NonResidential Large Office
## 3119 29612 2017 NonResidential K-12 School
## 3120 29788 2017 NonResidential Small- and Mid-Sized Office
## 3121 29792 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3122 30207 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3123 30571 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3124 30847 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3125 31167 2017 Multifamily HR (10+) High-Rise Multifamily
## 3126 31187 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3127 32429 2017 NonResidential Restaurant
## 3128 32454 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3129 33254 2017 Multifamily LR (1-4) Mixed Use Property
## 3130 33289 2017 NonResidential Large Office
## 3131 33408 2017 Nonresidential COS Other
## 3132 33527 2017 NonResidential University
## 3133 33548 2017 NonResidential University
## 3134 34148 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3135 34248 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3136 34348 2017 NonResidential Retail Store
## 3137 34891 2017 NonResidential Supermarket / Grocery Store
## 3138 34908 2017 NonResidential Supermarket / Grocery Store
## 3139 35391 2017 NonResidential Retail Store
## 3140 35392 2017 NonResidential Supermarket / Grocery Store
## 3141 35431 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3142 35436 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3143 36034 2017 NonResidential Retail Store
## 3144 36087 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3145 36587 2017 NonResidential Other
## 3146 37008 2017 NonResidential Other
## 3147 37248 2017 NonResidential Warehouse
## 3148 39332 2017 SPS-District K-12 K-12 School
## 3149 39673 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3150 39768 2017 Multifamily HR (10+) High-Rise Multifamily
## 3151 40008 2017 NonResidential Mixed Use Property
## 3152 40028 2017 NonResidential Warehouse
## 3153 40031 2017 NonResidential Medical Office
## 3154 40034 2017 NonResidential Small- and Mid-Sized Office
## 3155 40067 2017 NonResidential Small- and Mid-Sized Office
## 3156 40348 2017 NonResidential Mixed Use Property
## 3157 40388 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3158 40447 2017 Nonresidential COS Mixed Use Property
## 3159 40529 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3160 41068 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3161 41070 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3162 41527 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3163 41927 2017 NonResidential University
## 3164 41928 2017 NonResidential Supermarket / Grocery Store
## 3165 41987 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3166 42067 2017 Multifamily MR (5-9) Mixed Use Property
## 3167 42069 2017 NonResidential Small- and Mid-Sized Office
## 3168 42070 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3169 42074 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3170 42076 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3171 42087 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3172 42168 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3173 43247 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3174 43867 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3175 43948 2017 Nonresidential COS Other
## 3176 44187 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3177 44267 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3178 45287 2017 Nonresidential COS Other
## 3179 45927 2017 NonResidential Laboratory
## 3180 46427 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3181 48287 2017 NonResidential Large Office
## 3182 49467 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3183 49687 2017 NonResidential Supermarket / Grocery Store
## 3184 49693 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3185 49695 2017 NonResidential Large Office
## 3186 49697 2017 NonResidential Mixed Use Property
## 3187 49698 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3188 49699 2017 NonResidential Self-Storage Facility
## 3189 49703 2017 SPS-District K-12 K-12 School
## 3190 49704 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3191 49705 2017 Campus Other
## 3192 49706 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3193 49707 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3194 49709 2017 NonResidential Other
## 3195 49710 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3196 49712 2017 NonResidential Large Office
## 3197 49714 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3198 49715 2017 NonResidential Residence Hall
## 3199 49716 2017 NonResidential Residence Hall
## 3200 49717 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3201 49719 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3202 49721 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3203 49722 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3204 49725 2017 NonResidential Other
## 3205 49728 2017 Multifamily HR (10+) High-Rise Multifamily
## 3206 49729 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3207 49730 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3208 49731 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3209 49732 2017 NonResidential Hospital
## 3210 49733 2017 Multifamily HR (10+) High-Rise Multifamily
## 3211 49734 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3212 49735 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3213 49736 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3214 49737 2017 NonResidential Retail Store
## 3215 49738 2017 NonResidential Other
## 3216 49739 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3217 49767 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3218 49771 2017 Multifamily MR (5-9) Senior Care Community
## 3219 49772 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3220 49775 2017 NonResidential Supermarket / Grocery Store
## 3221 49776 2017 NonResidential Large Office
## 3222 49777 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3223 49779 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3224 49780 2017 NonResidential Other
## 3225 49781 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3226 49783 2017 NonResidential Laboratory
## 3227 49784 2017 NonResidential Small- and Mid-Sized Office
## 3228 49785 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3229 49786 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3230 49787 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3231 49788 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3232 49789 2017 Multifamily HR (10+) High-Rise Multifamily
## 3233 49790 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3234 49791 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3235 49792 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3236 49793 2017 NonResidential Large Office
## 3237 49796 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3238 49797 2017 NonResidential Small- and Mid-Sized Office
## 3239 49798 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3240 49799 2017 NonResidential University
## 3241 49800 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3242 49802 2017 NonResidential Hotel
## 3243 49821 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3244 49822 2017 Multifamily HR (10+) High-Rise Multifamily
## 3245 49824 2017 NonResidential University
## 3246 49825 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3247 49826 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3248 49827 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3249 49828 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3250 49829 2017 NonResidential Senior Care Community
## 3251 49830 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3252 49850 2017 NonResidential K-12 School
## 3253 49857 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3254 49858 2017 NonResidential K-12 School
## 3255 49862 2017 Nonresidential COS Other
## 3256 49865 2017 NonResidential Other
## 3257 49866 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3258 49867 2017 NonResidential Large Office
## 3259 49868 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3260 49869 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3261 49870 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3262 49871 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3263 49872 2017 NonResidential Other
## 3264 49873 2017 Multifamily HR (10+) High-Rise Multifamily
## 3265 49874 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3266 49889 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3267 49892 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3268 49893 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3269 49894 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3270 49895 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3271 49896 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3272 49897 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3273 49901 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3274 49902 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3275 49909 2017 Campus University
## 3276 49911 2017 NonResidential Other
## 3277 49918 2017 Nonresidential COS Other
## 3278 49919 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3279 49920 2017 Multifamily HR (10+) High-Rise Multifamily
## 3280 49921 2017 Multifamily HR (10+) High-Rise Multifamily
## 3281 49923 2017 Multifamily MR (5-9) Mixed Use Property
## 3282 49924 2017 NonResidential Small- and Mid-Sized Office
## 3283 49925 2017 NonResidential University
## 3284 49926 2017 NonResidential University
## 3285 49928 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3286 49939 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3287 49940 2017 NonResidential Hospital
## 3288 49943 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3289 49944 2017 Multifamily MR (5-9) Mixed Use Property
## 3290 49945 2017 NonResidential Senior Care Community
## 3291 49946 2017 NonResidential Supermarket / Grocery Store
## 3292 49947 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3293 49958 2017 Nonresidential COS Other
## 3294 49964 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3295 49965 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3296 49966 2017 NonResidential Other
## 3297 49967 2017 Campus University
## 3298 49968 2017 NonResidential University
## 3299 49969 2017 NonResidential University
## 3300 49970 2017 NonResidential Residence Hall
## 3301 49971 2017 NonResidential University
## 3302 49972 2017 NonResidential University
## 3303 49973 2017 NonResidential University
## 3304 49974 2017 NonResidential University
## 3305 49975 2017 NonResidential University
## 3306 49976 2017 NonResidential University
## 3307 49977 2017 NonResidential University
## 3308 49978 2017 NonResidential University
## 3309 49979 2017 NonResidential Residence Hall
## 3310 49980 2017 NonResidential Residence Hall
## 3311 49981 2017 NonResidential University
## 3312 49982 2017 NonResidential University
## 3313 49983 2017 NonResidential Residence Hall
## 3314 49984 2017 NonResidential University
## 3315 49985 2017 NonResidential Large Office
## 3316 49986 2017 Multifamily MR (5-9) Residence Hall
## 3317 49987 2017 Multifamily LR (1-4) Senior Care Community
## 3318 49988 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3319 49990 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3320 49992 2017 Multifamily HR (10+) High-Rise Multifamily
## 3321 49994 2017 Multifamily HR (10+) High-Rise Multifamily
## 3322 49996 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3323 49997 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3324 49998 2017 NonResidential Self-Storage Facility
## 3325 49999 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3326 50000 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3327 50001 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3328 50002 2017 NonResidential Other
## 3329 50003 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3330 50005 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3331 50006 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3332 50008 2017 Multifamily MR (5-9) Mixed Use Property
## 3333 50009 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3334 50010 2017 Nonresidential WA Warehouse
## 3335 50011 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3336 50013 2017 Multifamily LR (1-4) Senior Care Community
## 3337 50014 2017 Multifamily HR (10+) High-Rise Multifamily
## 3338 50015 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3339 50016 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3340 50017 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3341 50018 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3342 50019 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3343 50021 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3344 50022 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3345 50023 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3346 50024 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3347 50026 2017 NonResidential Small- and Mid-Sized Office
## 3348 50027 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3349 50028 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3350 50029 2017 Multifamily HR (10+) High-Rise Multifamily
## 3351 50030 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3352 50031 2017 NonResidential Large Office
## 3353 50033 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3354 50034 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3355 50035 2017 NonResidential Hotel
## 3356 50036 2017 NonResidential Large Office
## 3357 50037 2017 NonResidential Large Office
## 3358 50062 2017 NonResidential Hotel
## 3359 50038 2017 NonResidential Mixed Use Property
## 3360 50039 2017 NonResidential Other
## 3361 50040 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3362 50044 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3363 50045 2017 NonResidential Large Office
## 3364 50046 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3365 50047 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3366 50048 2017 NonResidential Large Office
## 3367 50049 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3368 50050 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3369 50054 2017 NonResidential Large Office
## 3370 50055 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3371 50056 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3372 50057 2017 Multifamily HR (10+) High-Rise Multifamily
## 3373 50058 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3374 50059 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3375 50061 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3376 50064 2017 NonResidential K-12 School
## 3377 50065 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3378 50067 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3379 50068 2017 NonResidential Warehouse
## 3380 50069 2017 NonResidential Small- and Mid-Sized Office
## 3381 50070 2017 NonResidential Other
## 3382 50071 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3383 50072 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3384 50073 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3385 50074 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3386 50075 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3387 50076 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3388 50078 2017 Multifamily HR (10+) High-Rise Multifamily
## 3389 50081 2017 NonResidential K-12 School
## 3390 50082 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3391 50083 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3392 50084 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3393 50085 2017 NonResidential Senior Care Community
## 3394 50086 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3395 50088 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3396 50089 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3397 50090 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3398 50092 2017 Multifamily MR (5-9) Residence Hall
## 3399 50093 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3400 50094 2017 NonResidential Mixed Use Property
## 3401 50095 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3402 50097 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3403 50098 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3404 50099 2017 Multifamily HR (10+) High-Rise Multifamily
## 3405 50101 2017 Nonresidential WA University
## 3406 50148 2017 NonResidential Hotel
## 3407 50149 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3408 50150 2017 NonResidential
## 3409 50152 2017 Multifamily LR (1-4)
## 3410 50153 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3411 50154 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3412 50155 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3413 50156 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3414 50157 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3415 50158 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3416 50159 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3417 50160 2017 NonResidential Large Office
## 3418 50163 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3419 50164 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3420 50165 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3421 50166 2017 NonResidential Large Office
## 3422 50167 2017 Multifamily MR (5-9) Senior Care Community
## 3423 50169 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3424 50170 2017 NonResidential Medical Office
## 3425 50171 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3426 50172 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3427 50173 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3428 50174 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3429 50175 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3430 50176 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3431 50177 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3432 50178 2017 Multifamily LR (1-4) Mid-Rise Multifamily
## 3433 50179 2017 Multifamily LR (1-4) Senior Care Community
## 3434 50180 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3435 50181 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3436 50182 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3437 50184 2017 Multifamily HR (10+) High-Rise Multifamily
## 3438 50185 2017 Multifamily LR (1-4) Mid-Rise Multifamily
## 3439 50186 2017 NonResidential Large Office
## 3440 50187 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3441 50188 2017 NonResidential Mixed Use Property
## 3442 50189 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3443 50190 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3444 50191 2017 Multifamily LR (1-4) Low-Rise Multifamily
## 3445 50194 2017 NonResidential Small- and Mid-Sized Office
## 3446 50196 2017 Nonresidential COS Mixed Use Property
## 3447 50212 2017 Nonresidential COS Other
## 3448 50219 2017 Nonresidential COS Mixed Use Property
## 3449 50237 2017 NonResidential Large Office
## 3450 50248 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3451 50249 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3452 50253 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3453 50254 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3454 50261 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3455 50262 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3456 50263 2017 Multifamily HR (10+) High-Rise Multifamily
## 3457 50265 2017 Multifamily LR (1-4)
## 3458 50268 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3459 50272 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3460 50284 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3461 50289 2017 Multifamily MR (5-9) Mid-Rise Multifamilyhead(data_bldg, 4)## OSEBuildingID DataYear BuildingType PrimaryPropertyType
## 1 1 2017 NonResidential Hotel
## 2 2 2017 NonResidential Hotel
## 3 3 2017 Campus Hotel
## 4 5 2017 NonResidential Hotel
## PropertyName Address City State ZipCode
## 1 Mayflower park hotel 405 Olive way Seattle WA 98101
## 2 Paramount Hotel 724 Pine street Seattle WA 98101
## 3 84SC9-The Westin Seattle 1900 5th Avenue Seattle WA 98101
## 4 HOTEL MAX 620 STEWART ST SEATTLE WA 98101
## TaxParcelIdentificationNumber CouncilDistrictCode Neighborhood Latitude
## 1 0659000030 7 DOWNTOWN 47.61220
## 2 0659000220 7 DOWNTOWN 47.61317
## 3 0659000475 7 DOWNTOWN 47.61393
## 4 0659000640 7 DOWNTOWN 47.61412
## Longitude YearBuilt NumberofBuildings NumberofFloors PropertyGFATotal
## 1 -122.3380 1927 1 12 88434
## 2 -122.3339 1996 1 11 103566
## 3 -122.3381 1969 1 41 956110
## 4 -122.3366 1926 1 10 61320
## PropertyGFAParking PropertyGFABuilding.s. ListOfAllPropertyUseTypes
## 1 0 88434 Hotel
## 2 15064 88502 Hotel, Parking, Restaurant
## 3 196718 759392 Hotel, Parking, Swimming Pool
## 4 0 61320 Hotel
## LargestPropertyUseType LargestPropertyUseTypeGFA SecondLargestPropertyUseType
## 1 Hotel 88434
## 2 Hotel 83880 Parking
## 3 Hotel 756493 Parking
## 4 Hotel 61320
## SecondLargestPropertyUseTypeGFA ThirdLargestPropertyUseType
## 1 NA
## 2 15064 Restaurant
## 3 138635 Swimming Pool
## 4 NA
## ThirdLargestPropertyUseTypeGFA YearsENERGYSTARCertified ENERGYSTARScore
## 1 NA NA 63
## 2 4622 NA 72
## 3 0 NA 48
## 4 NA NA 51
## SiteEUI.kBtu.sf. SiteEUIWN.kBtu.sf. SourceEUI.kBtu.sf. SourceEUIWN.kBtu.sf.
## 1 83.2 82.3 184.4 181.6
## 2 88.2 86.8 163.8 159.8
## 3 98.4 98.2 242.9 242.6
## 4 120.2 119.0 234.3 230.3
## SiteEnergyUse.kBtu. SiteEnergyUseWN.kBtu. SteamUse.kBtu. Electricity.kWh.
## 1 7361655 7274453 2122836 1157783.1
## 2 7804845 7678811 NA 884161.0
## 3 74470328 74311368 24313482 14276917.0
## 4 7372222 7294312 2228120 881744.9
## Electricity.kBtu. NaturalGas.therms. NaturalGas.kBtu. TotalGHGEmissions
## 1 3950356 12884.63 1288463 197.63
## 2 3016757 47880.87 4788087 266.78
## 3 48712841 14440.00 1444000 1570.75
## 4 3008514 21355.88 2135588 244.32
## GHGEmissionsIntensity DefaultData ComplianceStatus Outlier
## 1 2.235 N Compliant
## 2 2.576 N Compliant
## 3 1.643 N Compliant
## 4 3.984 N Compliant#Question 4: Show the last 7 rows of the dataset with tail()
tail(data_bldg, 7)## OSEBuildingID DataYear BuildingType PrimaryPropertyType
## 3455 50262 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3456 50263 2017 Multifamily HR (10+) High-Rise Multifamily
## 3457 50265 2017 Multifamily LR (1-4)
## 3458 50268 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3459 50272 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3460 50284 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## 3461 50289 2017 Multifamily MR (5-9) Mid-Rise Multifamily
## PropertyName Address City State
## 3455 Modera South Lake Union 435 Dexter Ave N Seattle WA
## 3456 Insignia 588 Bell St Seattle WA
## 3457 1861 16TH AVE SEATTLE WA
## 3458 Decibel Apartments 301 12th Ave Seattle WA
## 3459 Mad Flats 1523 E. Madison Street Seattle WA
## 3460 Vive 1516 NW 51st St Seattle WA
## 3461 Millennium Tower - Residential 715 2nd Ave Seattle WA
## ZipCode TaxParcelIdentificationNumber CouncilDistrictCode Neighborhood
## 3455 98109 1988201285 7 LAKE UNION
## 3456 98121 3589000000 7 DOWNTOWN
## 3457 NA 8080400145 1 EAST
## 3458 98122 2197600742 3 EAST
## 3459 98122 7234600220 3 CENTRAL
## 3460 98107 2767701650 6 BALLARD
## 3461 98104 5530500000 7 DOWNTOWN
## Latitude Longitude YearBuilt NumberofBuildings NumberofFloors
## 3455 47.62296 -122.3434 2016 1 7
## 3456 47.61672 -122.3434 2015 1 41
## 3457 47.61826 -122.3118 1906 NA 4
## 3458 47.60451 -122.3171 2016 1 7
## 3459 47.61469 -122.3117 2015 1 6
## 3460 47.66601 -122.3773 2015 1 6
## 3461 47.60331 -122.3339 2000 1 5
## PropertyGFATotal PropertyGFAParking PropertyGFABuilding.s.
## 3455 320566 57551 263015
## 3456 1464631 469397 995234
## 3457 39984 9234 30750
## 3458 69656 8477 61179
## 3459 20838 0 20838
## 3460 67505 9930 57575
## 3461 63928 0 63928
## ListOfAllPropertyUseTypes LargestPropertyUseType
## 3455 Multifamily Housing, Parking Multifamily
## 3456 Multifamily Housing, Parking, Retail Store Multifamily
## 3457
## 3458 Multifamily Housing, Parking Multifamily
## 3459 Multifamily Housing Multifamily
## 3460 Multifamily Housing, Parking Multifamily
## 3461 Multifamily Housing, Parking Multifamily
## LargestPropertyUseTypeGFA SecondLargestPropertyUseType
## 3455 203525 Parking
## 3456 763447 Parking
## 3457 NA
## 3458 71695 Parking
## 3459 16517
## 3460 46680 Parking
## 3461 59761 Parking
## SecondLargestPropertyUseTypeGFA ThirdLargestPropertyUseType
## 3455 181764
## 3456 154200 Retail Store
## 3457 NA
## 3458 5651
## 3459 NA
## 3460 38
## 3461 12000
## ThirdLargestPropertyUseTypeGFA YearsENERGYSTARCertified ENERGYSTARScore
## 3455 NA NA 100
## 3456 10129 NA 98
## 3457 NA NA NA
## 3458 NA NA 100
## 3459 NA NA 100
## 3460 NA NA 75
## 3461 NA NA NA
## SiteEUI.kBtu.sf. SiteEUIWN.kBtu.sf. SourceEUI.kBtu.sf.
## 3455 34.9 34.9 79.1
## 3456 33.2 32.2 75.2
## 3457 NA NA NA
## 3458 18.8 18.8 36.5
## 3459 54.6 54.7 121.0
## 3460 39.4 NA 123.0
## 3461 59.7 57.5 118.6
## SourceEUIWN.kBtu.sf. SiteEnergyUse.kBtu. SiteEnergyUseWN.kBtu.
## 3455 79.1 7093664.0 7093664.0
## 3456 74.2 25664194.0 24941826.0
## 3457 NA NA NA
## 3458 36.5 1349080.5 1349080.5
## 3459 121.0 902482.9 902777.1
## 3460 NA 1837726.6 NA
## 3461 114.8 3569797.5 3433283.5
## SteamUse.kBtu. Electricity.kWh. Electricity.kBtu. NaturalGas.therms.
## 3455 NA 1213505.8 4140481.6 29531.82
## 3456 NA 4377615.0 14936422.4 107277.70
## 3457 NA NA NA NA
## 3458 NA 168246.6 574057.4 7750.23
## 3459 NA 147270.2 502485.9 3999.97
## 3460 NA 534436.9 1823498.6 NA
## 3461 NA 468494.9 1598504.6 19712.93
## NaturalGas.kBtu. TotalGHGEmissions GHGEmissionsIntensity DefaultData
## 3455 2953182.0 173.97 0.543 N
## 3456 10727770.3 631.55 0.431 N
## 3457 NA 0.00 0.000 N
## 3458 775022.9 43.54 0.625 N
## 3459 399997.0 23.32 1.119 N
## 3460 NA 7.54 0.112 N
## 3461 1971292.8 111.31 1.741 N
## ComplianceStatus Outlier
## 3455 Compliant
## 3456 Compliant
## 3457 Compliant
## 3458 Compliant
## 3459 Compliant
## 3460 Compliant
## 3461 Compliant#Question 5: Show names of the first five columns `
data_bldg[1,1:5]## OSEBuildingID DataYear BuildingType PrimaryPropertyType
## 1 1 2017 NonResidential Hotel
## PropertyName
## 1 Mayflower park hotel#Question 6: Find the dimension of the dataset
dim(data_bldg)## [1] 3461 45#Question 7: Import dataset UZA.csv Hint: where should you place UZA.csv?
data_uza <- read.csv("./textbook_dataset/untitled folder/UZA.csv")
data_uza## ua_id urbanarea region pop000 lnpop000 inc000 lninc000
## 1 766 Akron, OH 2 581.804 6.366134 24.32524 3.191514
## 2 928 Albany, NY 1 611.005 6.415105 29.58538 3.387280
## 3 1171 Albuquerque, NM 4 747.114 6.616218 25.65449 3.244719
## 4 1495 Allentown, PA-NJ 1 632.824 6.450192 26.63984 3.282408
## 5 1927 Amarillo, TX 3 202.681 5.311633 22.70902 3.122762
## 6 2602 Ann Arbor, MI 2 313.620 5.748182 30.81222 3.427911
## 7 2683 Antioch, CA 4 272.080 5.606096 23.90923 3.174265
## 8 2764 Appleton, WI 2 215.891 5.374774 26.99595 3.295687
## 9 3358 Asheville, NC 3 285.591 5.654561 25.79035 3.250000
## 10 3817 Atlanta, GA 3 4469.203 8.404965 30.02422 3.402004
## 11 4222 Augusta, GA-SC 3 395.042 5.978992 24.56697 3.201403
## 12 4384 Austin, TX 3 1254.769 7.134707 31.34761 3.445138
## 13 4681 Bakersfield, CA 4 527.251 6.267677 21.26426 3.057028
## 14 4843 Baltimore, MD 3 2134.503 7.665989 32.19515 3.471816
## 15 5680 Baton Rouge, LA 3 607.566 6.409461 26.25888 3.268004
## 16 6058 Beaumont, TX 3 265.517 5.581679 22.09729 3.095455
## 17 7786 Birmingham, AL 3 714.314 6.571323 28.60478 3.353574
## 18 8785 Boise City, ID 4 352.474 5.864977 28.52545 3.350797
## 19 8974 Bonita Springs, FL 3 297.829 5.696519 42.01602 3.738051
## 20 10162 Bridgeport-Stamford 1 929.294 6.834425 46.23915 3.833827
## 21 10972 Brownsville, TX 3 218.905 5.388638 12.28309 2.508224
## 22 11350 Buffalo, NY 1 1019.655 6.927220 25.86699 3.252968
## 23 13375 Canton, OH 2 272.212 5.606581 24.64608 3.204618
## 24 13510 Cape Coral, FL 3 427.415 6.057755 29.45968 3.383023
## 25 15508 Charleston-North Ch 3 534.029 6.280450 27.39742 3.310449
## 26 15670 Charlotte, NC-SC 3 1036.334 6.943445 31.04405 3.435407
## 27 15832 Chattanooga, TN-GA 1 390.633 5.967769 25.30782 3.231113
## 28 16264 Chicago, IL-IN 2 8674.561 9.068150 30.63514 3.422148
## 29 16885 Cincinnati, OH-KY-I 2 1627.271 7.394660 28.80453 3.360533
## 30 17668 Cleveland, OH 2 1774.234 7.481124 27.95373 3.330551
## 31 18856 Colorado Springs, C 4 563.894 6.334866 27.56756 3.316640
## 32 18964 Columbia, SC 3 483.326 6.180691 25.68492 3.245904
## 33 19099 Columbus, GA-AL 3 254.214 5.538176 22.30247 3.104697
## 34 19234 Columbus, OH 2 1328.409 7.191737 28.63681 3.354693
## 35 19504 Concord, CA 4 583.943 6.369803 46.40086 3.837318
## 36 20287 Corpus Christi, TX 3 321.246 5.772207 22.48080 3.112662
## 37 22042 Dallas-Fort Worth-A 3 5083.629 8.533781 28.55672 3.351892
## 38 22366 Davenport, IA-IL 2 288.741 5.665530 25.74251 3.248144
## 39 22528 Dayton, OH 2 725.445 6.586785 25.86158 3.252758
## 40 22636 Daytona Beach-Port 3 271.745 5.604864 25.56716 3.241309
## 41 23500 Denton-Lewisville, 3 415.374 6.029179 32.52427 3.481987
## 42 23527 Denver-Aurora, CO 4 2264.500 7.725109 31.14970 3.438805
## 43 23743 Des Moines, IA 2 455.297 6.120950 29.97538 3.400376
## 44 23824 Detroit, MI 2 3729.729 8.224091 27.54388 3.315780
## 45 25228 Durham, NC 3 345.323 5.844480 28.40252 3.346478
## 46 27253 El Paso, TX-NM 3 792.023 6.674590 17.06119 2.836806
## 47 28117 Eugene, OR 4 248.288 5.514589 23.26610 3.146997
## 48 28333 Evansville, IN-KY 2 226.041 5.420716 24.56142 3.201177
## 49 29440 Fayetteville, NC 3 298.034 5.697208 22.06543 3.094012
## 50 29494 Fayetteville-Spring 3 247.406 5.511031 22.56662 3.116472
## 51 29872 Flint, MI 2 369.150 5.911203 22.10736 3.095911
## 52 30628 Fort Collins, CO 4 255.729 5.544118 28.28205 3.342227
## 53 31087 Fort Wayne, IN 2 317.236 5.759646 24.73343 3.208156
## 54 31843 Fresno, CA 4 656.718 6.487255 21.42488 3.064553
## 55 34300 Grand Rapids, MI 2 608.481 6.410966 24.45291 3.196749
## 56 34813 Green Bay, WI 2 208.617 5.340500 25.07657 3.221934
## 57 35164 Greensboro, NC 3 317.875 5.761658 26.75113 3.286577
## 58 35461 Greenville, SC 3 341.875 5.834445 24.52420 3.199660
## 59 37081 Harrisburg, PA 1 400.702 5.993218 29.49318 3.384159
## 60 37243 Hartford, CT 1 911.774 6.815392 32.55916 3.483059
## 61 38647 Hickory, NC 3 223.283 5.408440 21.59257 3.072349
## 62 40429 Houston, TX 3 4796.260 8.475592 27.57470 3.316899
## 63 40753 Huntington, WV-KY-O 2 358.995 5.883308 24.56626 3.201374
## 64 40780 Huntsville, AL 3 276.233 5.621245 30.54036 3.419049
## 65 41212 Indianapolis, IN 2 1448.197 7.278075 28.39874 3.346345
## 66 41347 Indio-Cathedral Cit 4 346.884 5.848990 29.42156 3.381728
## 67 42211 Jackson, MS 3 426.318 6.055186 24.66013 3.205188
## 68 42346 Jacksonville, FL 3 1053.033 6.959430 27.23879 3.304642
## 69 43723 Kalamazoo, MI 2 215.176 5.371456 23.98761 3.177538
## 70 43912 Kansas City, MO-KS 2 1597.839 7.376407 29.66980 3.390130
## 71 44479 Kennewick, WA 4 214.214 5.366976 24.48404 3.198021
## 72 44992 Killeen, TX 3 217.630 5.382796 19.97414 2.994438
## 73 45640 Knoxville, TN 3 501.356 6.217316 26.98419 3.295251
## 74 46045 Lafayette, LA 3 225.607 5.418795 26.62245 3.281755
## 75 46828 Lakeland, FL 3 250.520 5.523539 23.53840 3.158633
## 76 47530 Lancaster, PA 1 351.768 5.862972 26.54032 3.278665
## 77 47611 Lancaster-Palmdale, 4 342.502 5.836277 19.72159 2.981714
## 78 47719 Lansing, MI 2 319.016 5.765241 24.41354 3.195138
## 79 47854 Laredo, TX 3 234.410 5.457072 13.93518 2.634416
## 80 47962 Las Vegas, NV 4 1890.700 7.544702 27.53253 3.315368
## 81 49582 Lexington-Fayette, 3 281.741 5.640988 27.26623 3.305649
## 82 49933 Lincoln, NE 2 262.458 5.570091 25.48108 3.237936
## 83 50392 Little Rock, AR 3 416.962 6.032995 27.03236 3.297035
## 84 51364 Lorain-Elyria, OH 2 208.204 5.338518 21.81388 3.082547
## 85 51445 Los Angeles-Long Be 4 12148.231 9.404939 27.92984 3.329696
## 86 51715 Louisville, KY-IN 2 955.328 6.862055 25.90297 3.254358
## 87 51877 Lubbock, TX 3 237.867 5.471712 22.44675 3.111146
## 88 52390 McAllen, TX 3 761.278 6.634999 13.75580 2.621461
## 89 53200 Madison, WI 2 384.251 5.951296 31.70233 3.456390
## 90 56116 Memphis, TN-MS-AR 3 931.981 6.837312 24.73636 3.208274
## 91 56602 Miami, FL 3 5507.577 8.613880 27.74298 3.322983
## 92 57466 Milwaukee, WI 2 1377.244 7.227840 28.12528 3.336669
## 93 57628 Minneapolis-St. Pau 2 2628.246 7.874072 33.65636 3.516202
## 94 57925 Mobile, AL 3 348.789 5.854467 21.55680 3.070691
## 95 58006 Modesto, CA 4 335.745 5.816352 21.30122 3.058764
## 96 58600 Montgomery, AL 3 267.670 5.589755 25.02102 3.219716
## 97 61273 Nashville-Davidson, 3 876.204 6.775599 29.00448 3.367450
## 98 62407 New Haven, CT 1 568.786 6.343504 32.28603 3.474634
## 99 62677 New Orleans, LA 3 859.842 6.756749 25.52336 3.239594
## 100 63217 New York-Newark, NY 1 18536.839 9.827515 34.16093 3.531083
## 101 64135 Norwich-New London, 1 230.399 5.439813 31.52285 3.450713
## 102 65080 Oklahoma City, OK 3 959.677 6.866597 25.34636 3.232635
## 103 65269 Omaha, NE-IA 2 658.530 6.490010 26.74302 3.286274
## 104 65863 Orlando, FL 3 1527.228 7.331210 26.51310 3.277639
## 105 66673 Oxnard, CA 4 369.133 5.911157 24.09588 3.182041
## 106 67105 Palm Bay-Melbourne, 3 455.713 6.121863 26.55551 3.279237
## 107 68482 Pensacola, FL-AL 3 371.289 5.916981 24.39548 3.194398
## 108 68509 Peoria, IL 2 255.407 5.542858 26.51123 3.277568
## 109 69076 Philadelphia, PA-NJ 1 5451.310 8.603611 31.07360 3.436359
## 110 69184 Phoenix-Mesa, AZ 4 3348.312 8.116212 27.31411 3.307404
## 111 69697 Pittsburgh, PA 1 1761.040 7.473660 28.89994 3.363840
## 112 71263 Portland, ME 1 200.960 5.303106 29.33790 3.378880
## 113 71317 Portland, OR-WA 4 1849.891 7.522882 29.52539 3.385250
## 114 71479 Port St. Lucie, FL 3 390.438 5.967269 27.68950 3.321053
## 115 71803 Poughkeepsie-Newbur 1 466.654 6.145588 28.70788 3.357172
## 116 73261 Raleigh, NC 3 878.506 6.778223 32.50992 3.481545
## 117 73693 Reading, PA 1 273.465 5.611174 23.12122 3.140751
## 118 74179 Reno, NV 4 389.985 5.966108 29.00457 3.367453
## 119 74746 Richmond, VA 3 967.694 6.874916 29.74755 3.392747
## 120 75340 Riverside-San Berna 4 1934.557 7.567634 20.91418 3.040427
## 121 75421 Roanoke, VA 3 209.433 5.344404 25.75176 3.248503
## 122 75664 Rochester, NY 1 741.926 6.609250 27.07395 3.298572
## 123 75718 Rockford, IL 2 302.479 5.712012 23.36639 3.151299
## 124 77068 Sacramento, CA 4 1598.186 7.376625 28.19794 3.339249
## 125 77770 St. Louis, MO-IL 2 2277.981 7.731045 29.18988 3.373822
## 126 78229 Salem, OR 4 234.296 5.456585 21.82880 3.083230
## 127 78499 Salt Lake City, UT 4 1021.020 6.928557 24.46458 3.197226
## 128 78580 San Antonio, TX 3 1608.662 7.383158 22.93226 3.132545
## 129 78661 San Diego, CA 4 2892.959 7.970035 30.32806 3.412073
## 130 78904 San Francisco-Oakla 4 3334.957 8.112215 39.61392 3.679181
## 131 79039 San Jose, CA 4 1625.940 7.393841 38.86120 3.659996
## 132 79309 Santa Clarita, CA 4 226.131 5.421114 32.46422 3.480139
## 133 79498 Santa Rosa, CA 4 310.406 5.737881 28.85815 3.362393
## 134 79606 Sarasota-Bradenton, 3 641.450 6.463731 31.41812 3.447385
## 135 79768 Savannah, GA 3 259.054 5.557037 24.00227 3.178148
## 136 80227 Scranton, PA 1 390.607 5.967702 22.88240 3.130368
## 137 80389 Seattle, WA 4 3062.739 8.027065 34.43965 3.539208
## 138 81739 Shreveport, LA 3 325.851 5.786440 22.33929 3.106347
## 139 83116 South Bend, IN-MI 2 280.019 5.634857 22.53811 3.115208
## 140 83764 Spokane, WA 4 379.588 5.939086 24.00537 3.178277
## 141 83953 Springfield, MO 2 253.360 5.534811 22.15097 3.097881
## 142 85087 Stockton, CA 4 364.475 5.898458 19.90844 2.991144
## 143 86302 Syracuse, NY 1 419.505 6.039075 25.94434 3.255954
## 144 86464 Tallahassee, FL 3 252.578 5.531720 25.65591 3.244774
## 145 86599 Tampa-St. Petersbur 3 2358.084 7.765605 27.02270 3.296677
## 146 87490 Thousand Oaks, CA 4 228.382 5.431020 45.23304 3.811828
## 147 87868 Toledo, OH-MI 2 502.595 6.219785 24.24451 3.188190
## 148 88732 Tucson, AZ 4 828.581 6.719715 24.77505 3.209837
## 149 88948 Tulsa, OK 3 617.612 6.425860 26.61440 3.281452
## 150 90541 Victorville-Hesperi 4 310.127 5.736982 19.00382 2.944640
## 151 90892 Virginia Beach, VA 3 1569.864 7.358744 28.11680 3.336367
## 152 92242 Washington, DC-VA-M 1 4429.831 8.396117 43.27101 3.767483
## 153 95077 Wichita, KS 2 482.473 6.178925 24.77824 3.209966
## 154 95833 Wilmington, NC 3 220.151 5.394314 29.71484 3.391647
## 155 96670 Winston-Salem, NC 3 358.282 5.881320 25.50335 3.238810
## 156 97750 York, PA 1 235.016 5.459654 26.07085 3.260818
## 157 97831 Youngstown, OH-PA 2 399.413 5.989996 22.34973 3.106814
## hhsize lnhhsize veh lnveh area lnarea popden
## 1 2.382843 0.8682943 0.4207030 -0.8658282 378.73161 5.936828 1536.1907
## 2 2.332245 0.8468313 0.3996420 -0.9171861 425.88525 6.054170 1434.6705
## 3 2.534190 0.9298741 0.3905870 -0.9401045 470.59171 6.153991 1587.6055
## 4 2.545777 0.9344359 0.3907520 -0.9396822 322.94723 5.777489 1959.5276
## 5 2.629564 0.9668181 0.4100950 -0.8913664 163.19997 5.094976 1241.9181
## 6 2.370825 0.8632380 0.3662360 -1.0044773 208.27894 5.338878 1505.7692
## 7 3.204292 1.1644912 0.3163230 -1.1509914 77.82051 4.354405 3496.2506
## 8 2.428990 0.8874755 0.4507160 -0.7969178 122.99535 4.812147 1755.2777
## 9 2.271356 0.8203770 0.3809770 -0.9650163 367.74228 5.907382 776.6064
## 10 2.717673 0.9997760 0.3815140 -0.9636077 3028.70901 8.015892 1475.6132
## 11 2.569736 0.9438032 0.3706950 -0.9923757 514.89336 6.243960 767.2307
## 12 2.606700 0.9580851 0.3969640 -0.9239097 716.93766 6.574989 1750.1787
## 13 3.261305 1.1821274 0.3184810 -1.1441925 224.25840 5.412799 2351.0869
## 14 2.529651 0.9280813 0.3805650 -0.9660983 652.67435 6.481078 3270.3951
## 15 2.591978 0.9524213 0.4117850 -0.8872539 621.50764 6.432148 977.5680
## 16 2.514092 0.9219117 0.3474840 -1.0570367 242.73046 5.491952 1093.8759
## 17 2.469622 0.9040651 0.4067980 -0.8994385 686.75171 6.531973 1040.1343
## 18 2.595491 0.9537757 0.4050990 -0.9036238 187.10379 5.231663 1883.8421
## 19 2.314310 0.8391116 0.3302420 -1.1079296 210.90576 5.351411 1412.1426
## 20 2.674087 0.9836080 0.3608260 -1.0193594 500.49977 6.215607 1856.7321
## 21 3.590487 1.2782878 0.2870800 -1.2479944 151.95843 5.023607 1440.5584
## 22 2.323515 0.8430811 0.3871310 -0.9489921 604.94623 6.405140 1685.5300
## 23 2.400402 0.8756362 0.4017980 -0.9118058 190.87599 5.251624 1426.1196
## 24 2.345572 0.8525293 0.3468660 -1.0588167 262.36678 5.569743 1629.0744
## 25 2.493177 0.9135578 0.4072920 -0.8982249 412.17278 6.021443 1295.6435
## 26 2.572139 0.9447378 0.3968190 -0.9242750 572.58069 6.350154 1809.9353
## 27 2.427260 0.8867630 0.3998290 -0.9167183 390.76283 5.968101 999.6677
## 28 2.779269 1.0221879 0.3426720 -1.0709816 3316.32087 8.106611 2615.7182
## 29 2.502047 0.9171092 0.4073400 -0.8981071 899.63405 6.801988 1808.8144
## 30 2.386016 0.8696250 0.3941920 -0.9309172 943.61709 6.849720 1880.2478
## 31 2.583797 0.9492600 0.3878540 -0.9471263 376.55086 5.931053 1497.5241
## 32 2.435083 0.8899808 0.4028790 -0.9091190 395.37793 5.979842 1222.4405
## 33 2.521880 0.9250047 0.3488300 -1.0531706 275.20057 5.617500 923.7408
## 34 2.467141 0.9030600 0.4155400 -0.8781764 596.51433 6.391103 2226.9524
## 35 2.623355 0.9644540 0.3588490 -1.0248536 216.82364 5.379084 2693.1703
## 36 2.709965 0.9969357 0.3703600 -0.9932798 162.69816 5.091897 1974.4906
## 37 2.830565 1.0404763 0.3967780 -0.9243783 2365.90674 7.768917 2148.7022
## 38 2.386489 0.8698232 0.4128470 -0.8846782 237.56300 5.470433 1215.4292
## 39 2.382147 0.8680022 0.3961920 -0.9258563 472.23142 6.157469 1536.2065
## 40 2.151944 0.7663716 0.3617720 -1.0167411 171.79083 5.146278 1581.8365
## 41 2.702810 0.9942920 0.4219930 -0.8627666 280.66268 5.637154 1479.9759
## 42 2.569172 0.9435837 0.3949590 -0.9289733 805.36918 6.691301 2811.7540
## 43 2.508705 0.9197667 0.4443500 -0.8111427 277.43164 5.625575 1641.1142
## 44 2.563036 0.9411925 0.3752490 -0.9801655 1431.14598 7.266231 2606.1136
## 45 2.356040 0.8569822 0.3641130 -1.0102910 213.46573 5.363476 1617.6976
## 46 3.080977 1.1252468 0.3307480 -1.1063985 368.01622 5.908127 2152.1415
## 47 2.323307 0.8429916 0.3325990 -1.1008177 94.34607 4.546970 2631.6729
## 48 2.343874 0.8518051 0.4120930 -0.8865062 136.70319 4.917812 1653.5166
## 49 2.525807 0.9265606 0.3739480 -0.9836385 229.13544 5.434313 1300.6893
## 50 2.629024 0.9666127 0.3896940 -0.9423935 174.71504 5.163156 1416.0544
## 51 2.461995 0.9009720 0.3399770 -1.0788773 297.60886 5.695780 1240.3865
## 52 2.396671 0.8740807 0.3990270 -0.9187262 179.78758 5.191776 1422.3953
## 53 2.536109 0.9306310 0.4092480 -0.8934339 216.42596 5.377249 1465.7946
## 54 3.125815 1.1396950 0.3263450 -1.1198002 188.70655 5.240193 3480.1017
## 55 2.653389 0.9758377 0.4044400 -0.9052519 439.70021 6.086093 1383.8542
## 56 2.393138 0.8726055 0.4339370 -0.8348559 137.85556 4.926206 1513.3013
## 57 2.386900 0.8699955 0.4008130 -0.9142603 247.10770 5.509824 1286.3824
## 58 2.442784 0.8931384 0.3880870 -0.9465257 285.01747 5.652550 1199.4879
## 59 2.384795 0.8691132 0.4207050 -0.8658234 250.41682 5.523127 1600.1401
## 60 2.463580 0.9016156 0.4085470 -0.8951483 563.37859 6.333952 1618.4037
## 61 2.442897 0.8931846 0.3944870 -0.9301691 353.46571 5.867786 631.6964
## 62 2.938758 1.0779870 0.3760660 -0.9779906 1798.40479 7.494655 2666.9524
## 63 2.349000 0.8539897 0.3635000 -1.0119760 272.27341 5.606807 1318.5092
## 64 2.387908 0.8704177 0.4201550 -0.8671316 328.35247 5.794088 841.2698
## 65 2.555425 0.9382186 0.4112930 -0.8884494 892.35490 6.793864 1622.8935
## 66 2.965135 1.0869226 0.3246630 -1.1249676 173.09031 5.153813 2004.0636
## 67 2.705924 0.9954433 0.4065373 -0.9000797 714.93821 6.572196 596.3005
## 68 2.605070 0.9574595 0.4068790 -0.8992394 670.91933 6.508649 1569.5374
## 69 2.367589 0.8618721 0.3914200 -0.9379741 178.77533 5.186130 1203.6112
## 70 2.529220 0.9279110 0.4263920 -0.8523962 1068.04284 6.973583 1496.0439
## 71 2.848707 1.0468652 0.3457370 -1.0620769 158.30264 5.064509 1353.1928
## 72 2.800819 1.0299119 0.3927480 -0.9345871 115.15539 4.746282 1889.8812
## 73 2.377277 0.8659557 0.4170630 -0.8745180 439.61440 6.085898 1140.4449
## 74 2.492061 0.9131101 0.4159360 -0.8772239 230.95383 5.442218 976.8489
## 75 2.602855 0.9566089 0.3740810 -0.9832829 179.86957 5.192232 1392.7870
## 76 2.519048 0.9238811 0.3978730 -0.9216224 198.44897 5.290532 1772.5867
## 77 3.339979 1.2059645 0.2979950 -1.2106786 218.00515 5.384519 1571.0730
## 78 2.267307 0.8185928 0.3833230 -0.9588773 208.76335 5.341201 1528.1226
## 79 3.729698 1.3163273 0.3166800 -1.1498635 105.99527 4.663394 2211.5138
## 80 2.791901 1.0267227 0.3850510 -0.9543795 535.36233 6.282944 3531.6269
## 81 2.311937 0.8380857 0.4289910 -0.8463193 85.96739 4.453968 3277.3008
## 82 2.371391 0.8634767 0.4479210 -0.8031384 156.25917 5.051516 1679.6326
## 83 2.416885 0.8824795 0.4109220 -0.8893519 353.55571 5.868041 1179.3389
## 84 2.481859 0.9090079 0.3846490 -0.9554240 188.05718 5.236746 1107.1314
## 85 3.208689 1.1658624 0.3555970 -1.0339572 1943.48101 7.572236 6250.7588
## 86 2.402040 0.8763184 0.4000080 -0.9162707 514.44336 6.243085 1857.0130
## 87 2.491713 0.9129704 0.4028020 -0.9093102 141.96749 4.955598 1675.5034
## 88 3.598754 1.2805877 0.2814530 -1.2677898 726.02289 6.587582 1048.5592
## 89 2.300933 0.8333147 0.4076180 -0.8974248 175.29784 5.166486 2191.9893
## 90 2.614734 0.9611624 0.3792740 -0.9694964 517.96618 6.249910 1799.3086
## 91 2.732597 1.0052524 0.3739840 -0.9835423 1378.10306 7.228463 3996.4914
## 92 2.494012 0.9138927 0.3972330 -0.9232323 678.55146 6.519960 2029.6825
## 93 2.505095 0.9183267 0.4229435 -0.8605167 1225.06232 7.110747 2145.3978
## 94 2.540034 0.9321775 0.3659590 -1.0052340 399.78818 5.990935 872.4345
## 95 3.146173 1.1461868 0.3252430 -1.1231827 92.65990 4.528936 3623.4122
## 96 2.510502 0.9204827 0.3971270 -0.9234992 291.93377 5.676527 916.8861
## 97 2.420776 0.8840881 0.4076050 -0.8974567 553.90951 6.317001 1581.8540
## 98 2.487832 0.9114116 0.3976970 -0.9220649 354.29172 5.870121 1605.4171
## 99 2.490585 0.9125176 0.3478170 -1.0560788 286.39428 5.657369 3002.3016
## 100 2.778527 1.0219209 0.2408000 -1.4237886 4438.64251 8.398104 4176.2406
## 101 2.380628 0.8673643 0.4006720 -0.9146121 251.94867 5.529225 914.4680
## 102 2.485290 0.9103894 0.4124750 -0.8855797 542.44896 6.296094 1769.1563
## 103 2.538336 0.9315087 0.4356480 -0.8309207 233.56639 5.453466 2819.4553
## 104 2.643931 0.9722668 0.4031160 -0.9085309 708.32788 6.562907 2156.1032
## 105 3.590813 1.2783786 0.3581730 -1.0267392 104.08789 4.645236 3546.3588
## 106 2.406159 0.8780317 0.3786760 -0.9710743 276.87860 5.623579 1645.8946
## 107 2.436895 0.8907247 0.3609330 -1.0190629 350.82007 5.860273 1058.3460
## 108 2.384774 0.8691044 0.4000060 -0.9162757 179.45520 5.189926 1423.2354
## 109 2.589834 0.9515938 0.3513040 -1.0461033 2252.36408 7.719736 2420.2615
## 110 2.767347 1.0178891 0.3688460 -0.9973761 1138.71601 7.037657 2940.4276
## 111 2.275986 0.8224134 0.3714190 -0.9904245 1195.98436 7.086725 1472.4607
## 112 2.265796 0.8179263 0.4263717 -0.8524438 162.34995 5.089754 1237.8199
## 113 2.523533 0.9256599 0.3585200 -1.0257708 556.36416 6.321423 3324.9643
## 114 2.485094 0.9103105 0.3418170 -1.0734798 334.19965 5.811739 1168.2777
## 115 2.848624 1.0468361 0.3550230 -1.0355727 575.63594 6.355475 810.6756
## 116 2.579908 0.9477537 0.4035580 -0.9074351 719.28235 6.578254 1221.3646
## 117 2.644609 0.9725232 0.3583140 -1.0263456 126.71425 4.841935 2158.1234
## 118 2.595033 0.9535992 0.3967010 -0.9245724 224.62009 5.414410 1736.1982
## 119 2.500000 0.9162907 0.4100000 -0.8915981 676.11219 6.516359 1431.2625
## 120 3.560911 1.2700164 0.3269360 -1.1179908 735.80745 6.600968 2629.1620
## 121 2.320000 0.8415672 0.4100000 -0.8915981 134.24518 4.899668 1560.0784
## 122 2.411094 0.8800806 0.3876200 -0.9477298 450.91873 6.111287 1645.3652
## 123 2.579238 0.9474940 0.3848100 -0.9550056 220.08496 5.394014 1374.3738
## 124 2.756547 1.0139788 0.3538180 -1.0389726 441.55374 6.090300 3619.4597
## 125 2.467263 0.9031094 0.4084160 -0.8954690 1417.84408 7.256893 1606.6513
## 126 2.605716 0.9577075 0.3358970 -1.0909507 77.43543 4.349444 3025.6949
## 127 3.074020 1.1229862 0.3910810 -0.9388406 340.48494 5.830371 2998.7229
## 128 2.804316 1.0311597 0.3681990 -0.9991317 573.24482 6.351313 2806.2390
## 129 2.875123 1.0560955 0.3623860 -1.0150453 946.01062 6.852254 3058.0619
## 130 2.693737 0.9909294 0.3057150 -1.1851020 720.42634 6.579843 4629.1437
## 131 3.032978 1.1095450 0.3820680 -0.9621567 343.69082 5.839742 4730.8217
## 132 2.931170 1.0754017 0.3723550 -0.9879076 75.71646 4.326996 2986.5501
## 133 2.655891 0.9767802 0.3699360 -0.9944253 117.34167 4.765090 2645.3176
## 134 2.224551 0.7995551 0.3412340 -1.0751868 351.80197 5.863068 1823.3269
## 135 2.476741 0.9069436 0.3718300 -0.9893185 293.92831 5.683336 881.3510
## 136 2.304989 0.8350759 0.3867200 -0.9500544 306.12618 5.723997 1275.9673
## 137 2.518124 0.9235142 0.3675060 -1.0010156 1083.59876 6.988043 2826.4512
## 138 2.466518 0.9028074 0.3807100 -0.9657173 489.74753 6.193890 665.3449
## 139 2.504920 0.9182568 0.3815450 -0.9635265 201.14572 5.304030 1392.1201
## 140 2.412180 0.8805309 0.3691280 -0.9966118 187.99230 5.236401 2019.1678
## 141 2.260109 0.8154130 0.4107520 -0.8897657 152.00585 5.023919 1666.7779
## 142 3.296521 1.1928677 0.2985640 -1.2087710 99.02010 4.595323 3680.8183
## 143 2.390595 0.8715423 0.3815570 -0.9634950 262.48396 5.570190 1598.2120
## 144 2.290263 0.8286667 0.4170070 -0.8746523 196.96033 5.283002 1282.3801
## 145 2.431997 0.8887127 0.3879230 -0.9469484 1000.89032 6.908645 2355.9864
## 146 2.859916 1.0507923 0.4032360 -0.9082333 122.84947 4.810960 1859.0393
## 147 2.401693 0.8761739 0.3938980 -0.9316633 279.50639 5.633025 1798.1521
## 148 2.504577 0.9181199 0.3588970 -1.0247198 498.85092 6.212307 1660.9792
## 149 2.493194 0.9135646 0.4075610 -0.8975647 458.56964 6.128112 1346.8227
## 150 3.305820 1.1956846 0.2579680 -1.3549197 240.32869 5.482008 1290.4286
## 151 2.590000 0.9516579 0.4300000 -0.8439701 1408.95169 7.250601 1114.2071
## 152 2.709551 0.9967829 0.3522230 -1.0434908 1291.22363 7.163346 3430.7233
## 153 2.544191 0.9338127 0.4148410 -0.8798600 334.11243 5.811478 1444.0438
## 154 2.286107 0.8268504 0.4154880 -0.8783015 187.43710 5.233443 1174.5327
## 155 2.433330 0.8892607 0.3903910 -0.9406065 326.80305 5.789358 1096.3239
## 156 2.532480 0.9291991 0.4079500 -0.8966107 143.51167 4.966416 1637.6090
## 157 2.322369 0.8425878 0.3794090 -0.9691405 320.79899 5.770815 1245.0569
## lnpopden lm lnlm flm lnflm olm lnolm
## 1 7.337061 2.836939 1.0427257 0.7511121 -0.28620043 2.085827 0.73516549
## 2 7.268690 3.517109 1.2576394 1.0114484 0.01138332 2.505661 0.91855249
## 3 7.369982 2.920764 1.0718452 0.4497306 -0.79910662 2.471034 0.90463649
## 4 7.580459 2.483079 0.9094992 0.6557906 -0.42191382 1.827288 0.60283296
## 5 7.124412 4.812743 1.5712671 0.9374337 -0.06460924 3.875309 1.35462537
## 6 7.317059 3.139650 1.1441113 0.8290288 -0.18750043 2.310621 0.83751642
## 7 8.159446 1.626934 0.4866974 0.3528374 -1.04174795 1.274097 0.24223759
## 8 7.470382 3.269541 1.1846498 0.7689065 -0.26278586 2.500635 0.91654468
## 9 6.654934 4.508166 1.5058904 1.4566285 0.37612454 3.051537 1.11564547
## 10 7.296829 2.780816 1.0227445 0.5627402 -0.57493729 2.218076 0.79664017
## 11 6.642788 3.831207 1.3431798 0.4910870 -0.71113393 3.340120 1.20600663
## 12 7.467473 2.814275 1.0347045 0.6558976 -0.42175057 2.158377 0.76935651
## 13 7.762633 2.216067 0.7957339 0.3812226 -0.96437181 1.834844 0.60695957
## 14 8.092666 2.166366 0.7730510 0.7294438 -0.31547294 1.436922 0.36250323
## 15 6.885068 3.237100 1.1746780 0.4657930 -0.76401391 2.771307 1.01931916
## 16 6.997483 4.588153 1.5234775 0.9189619 -0.08451064 3.669191 1.29997112
## 17 6.947105 4.521253 1.5087891 0.9533622 -0.04776034 3.567891 1.27197457
## 18 7.541069 2.801513 1.0301595 0.3376136 -1.08585337 2.463899 0.90174510
## 19 7.252863 3.043249 1.1129256 0.2820410 -1.26570270 2.761208 1.01566814
## 20 7.526573 2.769213 1.0185633 0.6499558 -0.43085096 2.119258 0.75106589
## 21 7.272786 2.138916 0.7602989 0.3745917 -0.98191860 1.764324 0.56776749
## 22 7.429835 3.427002 1.2316857 0.6345283 -0.45487332 2.792473 1.02692765
## 23 7.262712 3.018810 1.1048626 0.6318605 -0.45908670 2.386949 0.87001602
## 24 7.395767 3.224241 1.1706977 0.2573611 -1.35727507 2.966880 1.08751096
## 25 7.166763 2.496427 0.9148605 0.4943552 -0.70450104 2.002072 0.69418250
## 26 7.501046 3.279732 1.1877616 0.7931806 -0.23170437 2.486551 0.91089658
## 27 6.907423 4.473330 1.4981332 0.9420607 -0.05968556 3.531270 1.26165750
## 28 7.869294 2.300269 0.8330261 0.3482597 -1.05480682 1.952009 0.66885928
## 29 7.500427 2.974489 1.0900723 0.7570958 -0.27826551 2.217393 0.79633238
## 30 7.539159 3.158332 1.1500439 0.7941455 -0.23048855 2.364186 0.86043384
## 31 7.311568 2.824831 1.0384486 0.6118171 -0.49132187 2.213014 0.79435544
## 32 7.108605 3.205202 1.1647753 0.9434626 -0.05819856 2.261740 0.81613436
## 33 6.828432 3.037585 1.1110626 0.3382977 -1.08382914 2.699287 0.99298761
## 34 7.708389 2.663519 0.9796483 0.7204107 -0.32793387 1.943109 0.66428904
## 35 7.898474 2.457587 0.8991798 0.6147860 -0.48648099 1.842801 0.61128648
## 36 7.588066 4.058437 1.4007979 1.0521532 0.05083871 3.006284 1.10070469
## 37 7.672619 3.621895 1.2869975 0.7177943 -0.33157222 2.904101 1.06612390
## 38 7.102853 3.849227 1.3478723 0.9524106 -0.04875899 2.896816 1.06361223
## 39 7.337071 3.773585 1.3280254 0.8132939 -0.20666272 2.960291 1.08528754
## 40 7.366342 3.475766 1.2458148 0.5593479 -0.58098361 2.916418 1.07035607
## 41 7.299781 3.549976 1.2669409 0.5368656 -0.62200755 3.013111 1.10297302
## 42 7.941564 2.350370 0.8545729 0.5542062 -0.59021841 1.796164 0.58565332
## 43 7.403131 3.090121 1.1282104 0.5930195 -0.52252799 2.497102 0.91513082
## 44 7.865615 2.813919 1.0345780 0.5137102 -0.66609590 2.300208 0.83299968
## 45 7.388759 3.617395 1.2857542 0.9063978 -0.09827702 2.710997 0.99731664
## 46 7.674219 2.547686 0.9351853 0.5542768 -0.59009102 1.993409 0.68984607
## 47 7.875375 2.405053 0.8775719 0.5558062 -0.58733568 1.849247 0.61477842
## 48 7.410660 3.335534 1.2046328 0.2964064 -1.21602378 3.039128 1.11157054
## 49 7.170650 2.888998 1.0609098 0.6006026 -0.50982177 2.288396 0.82785097
## 50 7.255630 2.661519 0.9788970 0.5618295 -0.57655678 2.099689 0.74178945
## 51 7.123178 4.533774 1.5115548 1.1187864 0.11224453 3.414988 1.22817401
## 52 7.260098 3.178807 1.1565059 0.4692467 -0.75662655 2.709560 0.99678627
## 53 7.290153 2.845437 1.0457168 0.4318551 -0.83966505 2.413582 0.88111205
## 54 8.154817 2.295347 0.8308840 0.4568171 -0.78347223 1.838530 0.60896621
## 55 7.232628 3.407086 1.2258573 0.7395465 -0.30171810 2.667539 0.98115635
## 56 7.322049 3.471533 1.2445963 0.7717492 -0.25909567 2.699784 0.99317170
## 57 7.159589 4.651775 1.5372489 1.5226111 0.42042668 3.129164 1.14076591
## 58 7.089650 4.546987 1.5144648 0.6727605 -0.39636586 3.874227 1.35434605
## 59 7.377846 3.473310 1.2451080 1.0531517 0.05178731 2.420158 0.88383286
## 60 7.389196 2.899267 1.0644579 0.8631525 -0.14716390 2.036114 0.71104325
## 61 6.448409 4.389758 1.4792740 0.9225960 -0.08056386 3.467162 1.24333626
## 62 7.888692 2.882064 1.0585066 0.6805302 -0.38488301 2.201533 0.78915408
## 63 7.184257 4.497621 1.5035485 0.6211786 -0.47613669 3.876442 1.35491776
## 64 6.734912 3.835126 1.3442023 0.6516238 -0.42828786 3.183502 1.15798186
## 65 7.391966 2.741532 1.0085170 0.6401063 -0.44612105 2.101426 0.74261622
## 66 7.602932 3.187667 1.1592893 0.3228745 -1.13049156 2.864792 1.05249587
## 67 6.390745 4.657118 1.5383967 0.8514771 -0.16078271 3.805640 1.33648429
## 68 7.358536 2.948921 1.0814393 0.7511635 -0.28613188 2.197757 0.78743739
## 69 7.093082 2.832087 1.0410138 0.6041566 -0.50392185 2.227930 0.80107299
## 70 7.310580 3.837683 1.3448688 1.2009971 0.18315213 2.636686 0.96952275
## 71 7.210222 3.006434 1.1007548 0.9943328 -0.00568335 2.012102 0.69917972
## 72 7.544269 2.023770 0.7049622 0.3492166 -1.05206303 1.674554 0.51554660
## 73 7.039174 3.366829 1.2139714 0.7300202 -0.31468309 2.636809 0.96956943
## 74 6.884332 3.333438 1.2040043 0.4787086 -0.73666332 2.854730 1.04897714
## 75 7.239062 3.091521 1.1286631 0.6266965 -0.46729295 2.464824 0.90212054
## 76 7.480195 2.434496 0.8897397 0.4235746 -0.85902556 2.010921 0.69859295
## 77 7.359514 2.851368 1.0477988 0.2218965 -1.50554416 2.629471 0.96678278
## 78 7.331795 3.949332 1.3735464 0.8902375 -0.11626702 3.059094 1.11811885
## 79 7.701433 2.020066 0.7031300 0.3284843 -1.11326630 1.691581 0.52566382
## 80 8.169514 2.435211 0.8900334 0.2919554 -1.23115436 2.143256 0.76232600
## 81 8.094775 1.858555 0.6197993 0.3549359 -1.03581802 1.503619 0.40787497
## 82 7.426330 3.060415 1.1185505 0.4724565 -0.74980950 2.587958 0.95086932
## 83 7.072709 4.219917 1.4398154 1.3142684 0.27328020 2.905648 1.06665651
## 84 7.009528 3.393051 1.2217296 1.2679872 0.23743073 2.125064 0.75380190
## 85 8.740458 1.936165 0.6607093 0.4615487 -0.77316775 1.474616 0.38839790
## 86 7.526725 2.990079 1.0952999 0.8709051 -0.13822230 2.119174 0.75102650
## 87 7.423869 5.263554 1.6608065 1.1687203 0.15590942 4.094834 1.40972614
## 88 6.955172 2.376901 0.8657977 0.4006421 -0.91468682 1.976259 0.68120588
## 89 7.692565 2.762540 1.0161507 0.6844484 -0.37914195 2.078092 0.73145015
## 90 7.495158 4.117130 1.4151563 0.6974391 -0.36034007 3.419691 1.22955015
## 91 8.293172 2.098951 0.7414377 0.3974525 -0.92267996 1.701498 0.53150933
## 92 7.615635 3.349561 1.2088294 0.5373049 -0.62118949 2.812257 1.03398720
## 93 7.671080 2.955680 1.0837288 0.6555703 -0.42224975 2.300110 0.83295692
## 94 6.771288 3.880972 1.3560856 0.6680257 -0.40342870 3.212946 1.16718832
## 95 8.195171 1.455566 0.3753949 0.2948666 -1.22123209 1.160700 0.14902285
## 96 6.820983 4.140641 1.4208506 0.8816827 -0.12592307 3.258958 1.18140763
## 97 7.366353 3.158207 1.1500046 1.2188942 0.19794408 1.939313 0.66233384
## 98 7.381139 2.677145 0.9847508 0.9247766 -0.07820305 1.752368 0.56096796
## 99 8.007134 2.442924 0.8931959 0.4361266 -0.82982263 2.006798 0.69654033
## 100 8.337167 1.458301 0.3772721 0.3897644 -0.94221282 1.068537 0.06629006
## 101 6.818343 5.518039 1.7080226 1.2760472 0.24376718 4.241992 1.44503301
## 102 7.478258 3.932328 1.3692316 0.8002693 -0.22280704 3.132059 1.14169047
## 103 7.944299 2.621587 0.9637797 0.4631528 -0.76969830 2.158434 0.76938291
## 104 7.676058 2.890664 1.0614862 0.5965056 -0.51666671 2.294158 0.83036610
## 105 8.173677 1.830433 0.6045523 0.4334481 -0.83598320 1.396984 0.33431595
## 106 7.406039 3.145714 1.1460408 0.4717882 -0.75122520 2.673926 0.98354769
## 107 6.964463 3.002479 1.0994384 0.4228512 -0.86073493 2.579628 0.94764521
## 108 7.260688 3.655275 1.2961714 0.7086728 -0.34436132 2.946602 1.08065276
## 109 7.791631 2.062642 0.7239878 0.4426459 -0.81498516 1.619996 0.48242385
## 110 7.986310 2.913356 1.0693055 0.4757621 -0.74283731 2.437593 0.89101125
## 111 7.294690 2.934739 1.0766184 0.7268432 -0.31904447 2.207896 0.79203980
## 112 7.121107 3.915687 1.3649909 0.7712978 -0.25968077 3.144390 1.14561978
## 113 8.109214 1.954167 0.6699642 0.4243493 -0.85719828 1.529818 0.42514880
## 114 7.063286 3.429099 1.2322976 0.8016638 -0.22106600 2.627436 0.96600828
## 115 6.697868 3.678802 1.3025871 0.9878840 -0.01219004 2.690918 0.98988238
## 116 7.107724 3.248264 1.1781208 0.6385841 -0.44850183 2.609680 0.95922766
## 117 7.676994 2.458667 0.8996191 0.4022453 -0.91069328 2.056421 0.72096721
## 118 7.459453 2.768903 1.0184513 0.6077157 -0.49804814 2.161188 0.77065789
## 119 7.266312 3.629421 1.2890730 1.0912541 0.08732754 2.538167 0.93144198
## 120 7.874420 2.171411 0.7753771 0.5779101 -0.54833698 1.593501 0.46593330
## 121 7.352491 3.284593 1.1892428 0.6589219 -0.41715019 2.625671 0.96533656
## 122 7.405718 3.081192 1.1253164 0.7399660 -0.30115107 2.341226 0.85067460
## 123 7.225753 3.752502 1.3224227 0.5554105 -0.58804787 3.197091 1.16224137
## 124 8.194080 2.217787 0.7965099 0.5105789 -0.67221016 1.707208 0.53485947
## 125 7.381907 3.170733 1.1539629 1.0289814 0.02856935 2.141752 0.76162423
## 126 8.014896 1.961350 0.6736329 0.5207088 -0.65256423 1.440641 0.36508812
## 127 8.005942 2.309981 0.8372393 0.5494505 -0.59883650 1.760530 0.56561513
## 128 7.939600 2.799978 1.0296115 0.7789082 -0.24986210 2.021070 0.70362686
## 129 8.025537 2.017578 0.7018978 0.6764700 -0.39086717 1.341108 0.29349614
## 130 8.440127 1.754850 0.5623833 0.5790180 -0.54642178 1.175832 0.16197590
## 131 8.461854 2.088086 0.7362480 0.5522959 -0.59367132 1.535790 0.42904523
## 132 8.001874 2.791279 1.0265000 0.1282442 -2.05381865 2.663035 0.97946648
## 133 7.880546 2.072417 0.7287158 0.4542438 -0.78912123 1.618174 0.48129815
## 134 7.508418 2.350360 0.8545685 0.2509938 -1.38232687 2.099366 0.74163546
## 135 6.781456 3.527511 1.2605925 0.7565990 -0.27892187 2.770912 1.01917641
## 136 7.151460 3.128021 1.1404006 0.8781205 -0.12997149 2.249901 0.81088611
## 137 7.946777 2.228031 0.8011181 0.6059935 -0.50088598 1.622037 0.48368283
## 138 6.500305 4.609493 1.5281179 0.9083906 -0.09608077 3.701103 1.30863076
## 139 7.238583 3.223685 1.1705251 0.5249644 -0.64442487 2.698720 0.99277777
## 140 7.610441 2.877652 1.0569746 0.5321559 -0.63081876 2.345496 0.85249683
## 141 7.418648 2.977753 1.0911691 0.9038522 -0.10108940 2.073901 0.72943147
## 142 8.210890 1.687872 0.5234683 0.6063516 -0.50029526 1.081520 0.07836749
## 143 7.376641 3.754278 1.3228960 1.2276373 0.20509146 2.526641 0.92689060
## 144 7.156473 3.958743 1.3759265 0.2890196 -1.24126067 3.669723 1.30011626
## 145 7.764715 2.491799 0.9130050 0.3748806 -0.98114764 2.116918 0.74996146
## 146 7.527815 2.669162 0.9817645 0.8363181 -0.17874624 1.832844 0.60586868
## 147 7.494515 3.780993 1.3299867 0.6645510 -0.40864368 3.116442 1.13669197
## 148 7.415163 2.667916 0.9812977 0.2993069 -1.20628585 2.368609 0.86230298
## 149 7.205504 4.858771 1.5807856 1.2143546 0.19421278 3.644417 1.29319627
## 150 7.162730 2.459999 0.9001608 0.2837547 -1.25964508 2.176244 0.77760045
## 151 7.015898 3.016133 1.1039754 0.6032370 -0.50544518 2.412896 0.88082754
## 152 8.140526 2.072701 0.7288527 0.4690924 -0.75695554 1.603609 0.47225667
## 153 7.275203 3.773969 1.3281272 1.1565414 0.14543400 2.617427 0.96219194
## 154 7.068626 2.752814 1.0126237 0.4996571 -0.69383331 2.253157 0.81233231
## 155 6.999718 3.786258 1.3313783 1.1136479 0.10764103 2.672610 0.98305569
## 156 7.400993 2.807390 1.0322553 0.4637982 -0.76830571 2.343592 0.85168483
## 157 7.126937 3.802491 1.3356565 0.8837970 -0.12352791 2.918694 1.07113642
## rtden lnrtden tfreq lntfreq hrt lnhrt lrt lnlrt
## 1 1.8802242 0.631391 5430.649 8.599814 0.00 0.000000 0.00 0.000000
## 2 4.0795023 1.405975 4098.404 8.318353 0.00 0.000000 0.00 0.000000
## 3 1.8364108 0.607813 6447.644 8.771470 0.00 0.000000 0.00 0.000000
## 4 1.4522499 0.373114 5378.232 8.590115 0.00 0.000000 0.00 0.000000
## 5 0.6862749 -0.376477 6053.573 8.708404 0.00 0.000000 0.00 0.000000
## 6 1.8292774 0.603921 8936.283 9.097875 0.00 0.000000 0.00 0.000000
## 7 6.1084130 1.809667 4540.099 8.420704 0.00 0.000000 0.00 0.000000
## 8 6.3555217 1.849324 1337.684 7.198695 0.00 0.000000 0.00 0.000000
## 9 0.6855341 -0.377557 3485.807 8.156455 0.00 0.000000 0.00 0.000000
## 10 0.9707105 -0.029727 13792.966 9.531914 96.10 2.150272 0.00 0.000000
## 11 0.2485951 -1.391930 4460.227 8.402955 0.00 0.000000 0.00 0.000000
## 12 1.7527886 0.561208 10749.322 9.282598 0.00 0.000000 0.00 0.000000
## 13 1.6967031 0.528687 9839.607 9.194171 0.00 0.000000 0.00 0.000000
## 14 4.0943829 1.409616 10784.843 9.285897 29.40 1.377370 57.60 2.698520
## 15 0.5036141 -0.685945 5434.186 8.600465 0.00 0.000000 0.00 0.000000
## 16 0.3884969 -0.945470 7698.217 8.948744 0.00 0.000000 0.00 0.000000
## 17 1.0980677 0.093552 3215.490 8.075735 0.00 0.000000 0.00 0.000000
## 18 1.7156260 0.539778 4256.336 8.356164 0.00 0.000000 0.00 0.000000
## 19 1.7827872 0.578178 3295.990 8.100462 0.00 0.000000 0.00 0.000000
## 20 1.5162846 0.416263 6892.079 8.838128 0.00 0.000000 0.00 0.000000
## 21 1.5267328 0.423130 3259.689 8.089387 0.00 0.000000 0.00 0.000000
## 22 2.4230256 0.885017 7319.088 8.898241 0.00 0.000000 12.40 1.216098
## 23 2.2134779 0.794565 5039.272 8.525017 0.00 0.000000 0.00 0.000000
## 24 1.5707025 0.451523 7589.933 8.934578 0.00 0.000000 0.00 0.000000
## 25 1.0898347 0.086026 7490.599 8.921404 0.00 0.000000 0.00 0.000000
## 26 2.3221001 0.842472 8544.098 9.052996 0.00 0.000000 18.96 1.829526
## 27 0.5809149 -0.543151 9499.667 9.159012 0.00 0.000000 0.00 0.000000
## 28 2.1600168 0.770116 13716.105 9.526326 207.80 2.395510 0.00 0.000000
## 29 1.9235607 0.654178 7012.728 8.855482 0.00 0.000000 0.00 0.000000
## 30 2.1568072 0.768629 7792.726 8.960946 38.10 2.147406 30.40 1.713415
## 31 1.3315598 0.286351 4196.315 8.341962 0.00 0.000000 0.00 0.000000
## 32 1.1179180 0.111468 3345.950 8.115506 0.00 0.000000 0.00 0.000000
## 33 0.6577022 -0.419003 4687.745 8.452707 0.00 0.000000 0.00 0.000000
## 34 1.8318090 0.605304 8354.971 9.030612 0.00 0.000000 0.00 0.000000
## 35 3.6587333 1.297117 4823.437 8.481242 0.00 0.000000 0.00 0.000000
## 36 3.4173726 1.228872 5208.129 8.557976 0.00 0.000000 0.00 0.000000
## 37 0.9436169 -0.058035 15699.937 9.661412 0.00 0.000000 97.20 1.912020
## 38 2.1362757 0.759064 6491.273 8.778214 0.00 0.000000 0.00 0.000000
## 39 1.8577331 0.619357 6737.229 8.815404 0.00 0.000000 0.00 0.000000
## 40 3.2655983 1.183443 4414.112 8.392562 0.00 0.000000 0.00 0.000000
## 41 1.0688988 0.066629 4808.551 8.478151 0.00 0.000000 0.00 0.000000
## 42 5.7929983 1.756650 8924.093 9.096510 0.00 0.000000 70.00 3.091190
## 43 1.8224304 0.600171 4780.450 8.472290 0.00 0.000000 0.00 0.000000
## 44 1.8279754 0.603209 9558.776 9.165215 0.00 0.000000 0.00 0.000000
## 45 4.7914017 1.566823 6598.483 8.794595 0.00 0.000000 0.00 0.000000
## 46 1.7121536 0.537752 11704.457 9.367725 0.00 0.000000 0.00 0.000000
## 47 8.5748114 2.148829 4400.802 8.389542 0.00 0.000000 0.00 0.000000
## 48 1.8990049 0.641330 5192.035 8.554881 0.00 0.000000 0.00 0.000000
## 49 0.7288269 -0.316319 4864.582 8.489736 0.00 0.000000 0.00 0.000000
## 50 1.2775089 0.244912 3429.844 8.140270 0.00 0.000000 0.00 0.000000
## 51 4.8473007 1.578422 2244.675 7.716316 0.00 0.000000 0.00 0.000000
## 52 1.3376897 0.290944 4372.998 8.383204 0.00 0.000000 0.00 0.000000
## 53 1.4739458 0.387943 4551.049 8.423113 0.00 0.000000 0.00 0.000000
## 54 2.2362760 0.804812 10881.648 9.294833 0.00 0.000000 0.00 0.000000
## 55 1.0006822 0.000682 10045.289 9.214859 0.00 0.000000 0.00 0.000000
## 56 1.4362866 0.362061 5649.413 8.639307 0.00 0.000000 0.00 0.000000
## 57 5.3579852 1.678588 2904.745 7.974101 0.00 0.000000 0.00 0.000000
## 58 0.5543522 -0.589955 3387.847 8.127950 0.00 0.000000 0.00 0.000000
## 59 2.4139756 0.881275 3045.158 8.021308 0.00 0.000000 0.00 0.000000
## 60 3.0547660 1.116703 4869.463 8.490739 0.00 0.000000 0.00 0.000000
## 61 0.3321396 -1.102200 2243.279 7.715694 0.00 0.000000 0.00 0.000000
## 62 2.4622215 0.901064 9624.488 9.172066 0.00 0.000000 14.80 0.308574
## 63 1.8547539 0.617752 1832.041 7.513186 0.00 0.000000 0.00 0.000000
## 64 0.5695100 -0.562979 3391.915 8.129150 0.00 0.000000 0.00 0.000000
## 65 0.9091674 -0.095226 8435.683 9.040226 0.00 0.000000 0.00 0.000000
## 66 1.7274218 0.546630 8312.262 9.025487 0.00 0.000000 0.00 0.000000
## 67 0.3972371 -0.923222 3298.134 8.101112 0.00 0.000000 0.00 0.000000
## 68 1.5457002 0.435477 9106.430 9.116736 0.00 0.000000 0.00 0.000000
## 69 1.1466905 0.136880 7402.744 8.909606 0.00 0.000000 0.00 0.000000
## 70 1.4293989 0.357254 5960.741 8.692950 0.00 0.000000 0.00 0.000000
## 71 1.6297897 0.488451 9558.948 9.165233 0.00 0.000000 0.00 0.000000
## 72 1.6317075 0.489627 2647.174 7.881248 0.00 0.000000 0.00 0.000000
## 73 0.8157152 -0.203690 7085.615 8.865822 0.00 0.000000 0.00 0.000000
## 74 0.9698906 -0.030572 2921.680 7.979914 0.00 0.000000 0.00 0.000000
## 75 2.6207879 0.963475 4267.174 8.358707 0.00 0.000000 0.00 0.000000
## 76 1.9773350 0.681750 3847.274 8.255120 0.00 0.000000 0.00 0.000000
## 77 4.4920043 1.502299 2761.546 7.923546 0.00 0.000000 0.00 0.000000
## 78 1.8576050 0.619288 8345.160 9.029437 0.00 0.000000 0.00 0.000000
## 79 3.2642956 1.183044 5063.433 8.529800 0.00 0.000000 0.00 0.000000
## 80 2.6490842 0.974214 11609.105 9.359545 0.00 0.000000 0.00 0.000000
## 81 2.7615110 1.015778 9713.403 9.181262 0.00 0.000000 0.00 0.000000
## 82 2.2929862 0.829855 4024.311 8.300109 0.00 0.000000 0.00 0.000000
## 83 0.8835097 -0.123853 7542.561 8.928317 0.00 0.000000 3.37 0.808227
## 84 0.3190521 -1.142401 1565.566 7.356003 0.00 0.000000 0.00 0.000000
## 85 6.1066479 1.809378 13866.013 9.537196 31.90 0.262590 121.10 0.996853
## 86 2.8669823 1.053260 5110.012 8.538957 0.00 0.000000 0.00 0.000000
## 87 1.1833696 0.168366 10004.277 9.210768 0.00 0.000000 0.00 0.000000
## 88 0.4859352 -0.721680 2080.293 7.640264 0.00 0.000000 0.00 0.000000
## 89 2.3429832 0.851425 11782.068 9.374334 0.00 0.000000 0.00 0.000000
## 90 3.4817324 1.247530 3539.490 8.171738 0.00 0.000000 10.00 1.072983
## 91 3.6272036 1.288462 11310.661 9.333501 45.00 0.817056 0.00 0.000000
## 92 2.6319289 0.967717 9795.153 9.189643 0.00 0.000000 0.00 0.000000
## 93 3.4031076 1.224689 7528.522 8.926454 0.00 0.000000 24.70 0.939790
## 94 0.5778061 -0.548517 5451.609 8.603666 0.00 0.000000 0.00 0.000000
## 95 2.2663532 0.818172 8602.722 9.059834 0.00 0.000000 0.00 0.000000
## 96 1.0447577 0.043785 4284.662 8.362797 0.00 0.000000 0.00 0.000000
## 97 1.8145563 0.595841 4421.516 8.394238 0.00 0.000000 0.00 0.000000
## 98 0.9878860 -0.012188 10262.420 9.236244 0.00 0.000000 0.00 0.000000
## 99 2.4057050 0.877843 9016.712 9.106835 0.00 0.000000 25.30 2.942401
## 100 4.5553347 1.516299 17358.108 9.761815 544.70 2.938473 114.30 0.616610
## 101 1.4447395 0.367929 2789.869 7.933750 0.00 0.000000 0.00 0.000000
## 102 1.6733373 0.514820 2851.028 7.955435 0.00 0.000000 0.00 0.000000
## 103 2.7358386 1.006438 6422.187 8.767514 0.00 0.000000 0.00 0.000000
## 104 2.1071030 0.745314 9860.656 9.196308 0.00 0.000000 0.00 0.000000
## 105 7.2179357 1.976569 4251.959 8.355135 0.00 0.000000 0.00 0.000000
## 106 1.3399375 0.292623 4214.014 8.346171 0.00 0.000000 0.00 0.000000
## 107 0.8893450 -0.117270 4476.407 8.406576 0.00 0.000000 0.00 0.000000
## 108 0.5739592 -0.555197 18173.304 9.807709 0.00 0.000000 0.00 0.000000
## 109 2.1172647 0.750125 12825.299 9.459175 106.40 1.951824 82.40 1.511563
## 110 3.4095932 1.226593 8710.226 9.072253 0.00 0.000000 39.20 1.170739
## 111 3.2650498 1.183275 6990.532 8.852312 0.00 0.000000 47.40 2.691591
## 112 1.0101633 0.010112 5783.666 8.662793 0.00 0.000000 0.00 0.000000
## 113 3.6968422 1.307479 14657.435 9.592703 0.00 0.000000 112.40 6.076034
## 114 0.8061052 -0.215541 1505.025 7.316565 0.00 0.000000 0.00 0.000000
## 115 3.4723340 1.244827 1658.036 7.413389 0.00 0.000000 0.00 0.000000
## 116 0.5601414 -0.579566 9429.638 9.151613 0.00 0.000000 0.00 0.000000
## 117 3.3405885 1.206147 3514.101 8.164539 0.00 0.000000 0.00 0.000000
## 118 1.4339774 0.360452 8623.058 9.062195 0.00 0.000000 0.00 0.000000
## 119 1.0196536 0.019463 8106.407 9.000410 0.00 0.000000 0.00 0.000000
## 120 3.0983664 1.130875 7050.826 8.860900 0.00 0.000000 0.00 0.000000
## 121 2.2511045 0.811421 5189.460 8.554385 0.00 0.000000 0.00 0.000000
## 122 2.2216874 0.798267 5255.240 8.566981 0.00 0.000000 0.00 0.000000
## 123 1.1059371 0.100693 5312.193 8.577760 0.00 0.000000 0.00 0.000000
## 124 6.9035309 1.932033 4472.237 8.405644 0.00 0.000000 73.80 4.617735
## 125 1.8719693 0.626991 8445.694 9.041412 0.00 0.000000 91.10 3.999155
## 126 2.7222670 1.001465 9618.148 9.171407 0.00 0.000000 0.00 0.000000
## 127 6.6345643 1.892293 8153.618 9.006217 0.00 0.000000 39.40 3.858886
## 128 3.7540678 1.322840 9329.158 9.140900 0.00 0.000000 0.00 0.000000
## 129 3.1618996 1.151173 9225.402 9.129716 0.00 0.000000 152.40 5.267963
## 130 7.7823473 2.051858 13901.277 9.539736 209.04 6.268147 83.10 2.491786
## 131 4.1335971 1.419148 12313.592 9.418459 0.00 0.000000 81.00 4.981734
## 132 7.3960125 2.000941 5105.134 8.538002 0.00 0.000000 0.00 0.000000
## 133 5.7183426 1.743679 3902.259 8.269311 0.00 0.000000 0.00 0.000000
## 134 2.0181818 0.702197 5849.503 8.674112 0.00 0.000000 0.00 0.000000
## 135 0.8094494 -0.211401 10644.504 9.272799 0.00 0.000000 0.00 0.000000
## 136 2.3127725 0.838447 2981.450 8.000165 0.00 0.000000 0.00 0.000000
## 137 4.8562183 1.580260 12693.242 9.448825 0.00 0.000000 37.10 1.211334
## 138 0.9106734 -0.093571 5133.536 8.543550 0.00 0.000000 0.00 0.000000
## 139 1.4019681 0.337877 5708.725 8.649751 0.00 0.000000 0.00 0.000000
## 140 2.9304383 1.075152 10539.696 9.262904 0.00 0.000000 0.00 0.000000
## 141 1.1229835 0.115989 6488.905 8.777849 0.00 0.000000 0.00 0.000000
## 142 22.2268052 3.101299 1601.479 7.378683 0.00 0.000000 0.00 0.000000
## 143 5.1584080 1.640628 3527.367 8.168307 0.00 0.000000 0.00 0.000000
## 144 1.1779021 0.163735 8580.050 9.057195 0.00 0.000000 0.00 0.000000
## 145 2.1694290 0.774464 8279.799 9.021574 0.00 0.000000 4.80 0.203555
## 146 0.9084286 -0.096039 1803.961 7.497740 0.00 0.000000 0.00 0.000000
## 147 1.2128525 0.192975 8463.017 9.043461 0.00 0.000000 0.00 0.000000
## 148 1.8302069 0.604429 8761.225 9.078091 0.00 0.000000 0.00 0.000000
## 149 1.8732165 0.627657 3091.847 8.036524 0.00 0.000000 0.00 0.000000
## 150 1.8757639 0.629016 3929.435 8.276251 0.00 0.000000 0.00 0.000000
## 151 1.1603306 0.148705 7534.027 8.927185 0.00 0.000000 0.00 0.000000
## 152 7.9013450 2.067033 7926.335 8.977946 211.80 4.781221 0.00 0.000000
## 153 0.8218791 -0.196162 5505.693 8.613538 0.00 0.000000 0.00 0.000000
## 154 0.7629224 -0.270599 9316.087 9.139498 0.00 0.000000 0.00 0.000000
## 155 0.5324310 -0.630302 8639.517 9.064102 0.00 0.000000 0.00 0.000000
## 156 2.6046674 0.957305 4148.632 8.330534 0.00 0.000000 0.00 0.000000
## 157 1.3712641 0.315733 2770.757 7.926876 0.00 0.000000 0.00 0.000000
## tpm lntpm fuel lnfuel vmt lnvmt empden
## 1 40.0464435 3.6900399 2.722 1.0013669 25.288644 3.230355 659.9740
## 2 83.5152609 4.4250294 2.900 1.0647107 25.900966 3.254280 795.0287
## 3 123.1629243 4.8135081 2.701 0.9936221 20.656841 3.028047 711.8910
## 4 44.4518476 3.7944065 2.774 1.0202903 21.405599 3.063653 870.7708
## 5 7.7943566 2.0534000 2.682 0.9865628 21.514375 3.068721 632.8310
## 6 132.5403896 4.8868874 2.835 1.0420419 26.965678 3.294565 844.7470
## 7 258.4877205 5.5548482 3.194 1.1612740 13.602477 2.610252 567.6396
## 8 20.9694244 3.0430654 2.764 1.0166789 19.227402 2.956336 1063.5036
## 9 25.4958420 3.2385154 2.776 1.0210110 35.889177 3.580436 397.9091
## 10 210.3941255 5.3489826 2.670 0.9820785 30.157508 3.406434 667.9381
## 11 7.7291604 2.0450002 2.597 0.9543569 25.032128 3.220160 315.6440
## 12 123.8710233 4.8192409 2.631 0.9673640 23.328806 3.149689 968.7049
## 13 50.1873396 3.9157628 3.161 1.1508884 15.248652 2.724491 735.8208
## 14 240.6342067 5.4832780 2.736 1.0064970 24.635819 3.204201 1500.3102
## 15 26.2856085 3.2690216 2.653 0.9756911 24.314130 3.191058 490.9658
## 16 10.6758663 2.3679857 2.642 0.9715362 28.058497 3.334292 524.6478
## 17 25.2468928 3.2287031 2.636 0.9692626 36.080141 3.585743 574.8905
## 18 15.1257710 2.7164000 2.931 1.0753437 20.071046 2.999278 1029.3752
## 19 35.0129571 3.5557182 2.864 1.0522192 28.042622 3.333726 491.1767
## 20 192.9833110 5.2626037 3.017 1.1042630 21.520462 3.069004 831.9864
## 21 58.1043192 4.0622400 2.617 0.9620286 13.773025 2.622712 427.6499
## 22 89.6434451 4.4958401 2.945 1.0801088 20.331555 3.012174 846.1049
## 23 40.8166980 3.7090913 2.710 0.9969486 21.467724 3.066551 638.8493
## 24 34.0985436 3.5292547 2.793 1.0271163 30.295317 3.410993 568.5552
## 25 30.4851104 3.4172384 2.619 0.9627926 21.758854 3.080021 584.4612
## 26 127.0158385 4.8443118 2.710 0.9969486 32.312835 3.475465 1040.2918
## 27 25.9134635 3.2547627 2.629 0.9666035 29.689140 3.390781 502.5734
## 28 450.6346062 6.1106568 2.974 1.0899078 20.519737 3.021387 1189.6572
## 29 67.2502343 4.2084205 2.757 1.0141431 26.758306 3.286845 929.5746
## 30 107.3268797 4.6758791 2.746 1.0101453 22.106292 3.095862 941.5896
## 31 33.0798129 3.4989232 2.634 0.9685036 19.646733 2.977911 509.1875
## 32 21.1971216 3.0538654 2.587 0.9504989 27.611502 3.318232 729.7802
## 33 16.7989804 2.8213182 2.658 0.9775740 24.382591 3.193869 352.9971
## 34 49.4323571 3.9006052 2.708 0.9962104 24.001931 3.178134 1197.1062
## 35 607.2218675 6.4088942 3.194 1.1612740 25.086404 3.222326 1307.0623
## 36 72.9398374 4.2896350 2.647 0.9734269 25.108829 3.223220 865.2280
## 37 87.5745946 4.4724909 2.632 0.9677440 24.220305 3.187191 1057.9918
## 38 53.4658639 3.9790434 2.797 1.0285474 21.635244 3.074324 593.0090
## 39 60.0373026 4.0949661 2.719 1.0002642 26.273933 3.268577 641.9183
## 40 62.0392979 4.1277680 2.791 1.0264000 32.176890 3.471248 556.1356
## 41 17.9133239 2.8855448 2.632 0.9677440 9.835365 2.285985 573.4998
## 42 223.8215721 5.4108492 2.630 0.9669838 22.315536 3.105283 1387.6940
## 43 69.8068667 4.2457324 2.680 0.9858168 22.444617 3.111051 1020.2009
## 44 79.2088318 4.3720878 2.806 1.0317600 24.982243 3.218165 1064.5434
## 45 144.9098467 4.9761118 2.720 1.0006319 29.479641 3.383700 1044.5283
## 46 99.1986382 4.5971243 2.708 0.9962104 17.664457 2.871555 863.4782
## 47 183.2106828 5.2106368 2.954 1.0831602 17.410705 2.857085 1235.7377
## 48 36.4116554 3.5948889 2.726 1.0028353 27.559757 3.316357 915.9479
## 49 13.8779300 2.6302998 2.728 1.0035687 26.609800 3.281280 413.3363
## 50 14.1942596 2.6528376 2.630 0.9669838 26.316015 3.270178 795.0775
## 51 77.2814818 4.3474544 2.783 1.0235295 28.383841 3.345820 390.6201
## 52 39.3714753 3.6730416 2.656 0.9768212 19.615351 2.976312 581.4529
## 53 20.9903762 3.0440641 2.754 1.0130544 27.902404 3.328713 712.2251
## 54 70.3844283 4.2539721 3.131 1.1413524 18.989457 2.943884 1303.6643
## 55 64.0765003 4.1600777 2.794 1.0274743 25.279862 3.230008 724.8507
## 56 23.1751439 3.1430803 2.779 1.0220912 21.082107 3.048425 969.6598
## 57 90.4219111 4.5044866 2.685 0.9876807 30.807792 3.427768 793.0267
## 58 8.6143269 2.1534267 2.569 0.9435167 26.780584 3.287677 713.5247
## 59 63.6434458 4.1532963 2.753 1.0126912 26.927734 3.293157 1082.7827
## 60 70.5058655 4.2556959 2.919 1.0712411 24.494099 3.198432 863.4389
## 61 9.4543785 2.2464780 2.698 0.9925108 29.676335 3.390350 321.2221
## 62 115.7029292 4.7510260 2.605 0.9574327 22.309988 3.105034 1235.1930
## 63 9.2161841 2.2209611 2.808 1.0324725 13.007944 2.565560 736.7374
## 64 8.6312859 2.1553935 2.677 0.9846968 29.243381 3.375653 489.4832
## 65 25.3518769 3.2328528 2.720 1.0006319 30.397608 3.414364 875.0947
## 66 61.9739250 4.1267137 3.083 1.1259031 20.305993 3.010916 676.7450
## 67 2.4146928 0.8815721 2.609 0.9589670 37.302539 3.619061 319.2332
## 68 62.7122122 4.1385562 2.737 1.0068624 30.903337 3.430864 817.0520
## 69 37.1489432 3.6149353 2.800 1.0296194 23.449697 3.154858 559.4676
## 70 40.9493798 3.7123367 2.618 0.9624107 27.325437 3.307818 782.5810
## 71 353.9584481 5.8691795 3.043 1.1128439 16.126192 2.780445 561.9237
## 72 13.0468548 2.5685471 2.627 0.9658425 15.012112 2.708857 373.9382
## 73 28.4983884 3.3498475 2.610 0.9593502 32.595655 3.484179 593.0061
## 74 33.4590327 3.5103218 2.670 0.9820785 23.958991 3.176344 588.0006
## 75 33.3314067 3.5065001 2.764 1.0166789 26.181610 3.265057 506.8729
## 76 98.6348986 4.5914251 2.747 1.0105094 19.724455 2.981859 860.7351
## 77 145.1576137 4.9778201 3.095 1.1297879 16.845548 2.824086 336.5058
## 78 131.7712027 4.8810671 2.793 1.0271163 21.536124 3.069732 1014.8764
## 79 48.5547972 3.8826930 2.641 0.9711576 12.985129 2.563805 754.2695
## 80 105.5631586 4.6593094 2.845 1.0455631 17.904731 2.885065 1459.9327
## 81 71.7103971 4.2726357 2.729 1.0039352 20.639545 3.027209 1913.0161
## 82 21.0599143 3.0473714 2.829 1.0399233 18.975478 2.943148 957.5438
## 83 32.5568085 3.4829865 2.606 0.9578165 33.612392 3.514895 752.4924
## 84 0.3434324 -1.0687650 2.746 1.0101453 28.497839 3.349828 319.3869
## 85 271.7832856 5.6050050 3.095 1.1297879 22.498439 3.113446 2779.2672
## 86 67.7248024 4.2154525 2.744 1.0094167 27.563802 3.316503 988.8727
## 87 41.5167720 3.7260975 2.586 0.9501123 19.016413 2.945302 931.3541
## 88 0.6835164 -0.3805046 2.610 0.9593502 16.787271 2.820621 298.1146
## 89 127.0878827 4.8448788 2.761 1.0155929 18.983925 2.943593 1525.9800
## 90 62.2584055 4.1312936 2.611 0.9597333 27.581443 3.317143 987.0393
## 91 165.4723084 5.1088039 2.846 1.0459145 22.879534 3.130243 1516.2748
## 92 110.9563868 4.7091372 2.786 1.0246069 20.995271 3.044297 1084.9553
## 93 185.9019643 5.2252195 2.756 1.0137804 24.614145 3.203321 1233.0997
## 94 20.2596383 3.0086306 2.669 0.9817039 29.541766 3.385805 386.8148
## 95 34.7450803 3.5480380 3.057 1.1174340 17.221814 2.846177 1113.2648
## 96 27.0437105 3.2974545 2.646 0.9730491 30.847846 3.429067 451.7120
## 97 68.8326429 4.2316781 2.660 0.9783261 39.249733 3.669945 1020.4140
## 98 324.9062881 5.7835368 2.926 1.0736363 23.807764 3.170012 731.5186
## 99 70.8482663 4.2605405 2.638 0.9700211 16.681390 2.814294 1394.9825
## 100 1080.3855084 6.9850732 3.015 1.1035998 15.827153 2.761727 1826.2491
## 101 41.1239372 3.7165904 2.908 1.0674656 26.301980 3.269644 412.2427
## 102 14.9509825 2.7047770 2.626 0.9654618 33.048938 3.497989 908.0191
## 103 27.5154541 3.3147478 2.781 1.0228106 21.794081 3.081638 1572.2339
## 104 87.3400069 4.4698086 2.715 0.9987920 28.733892 3.358077 1173.2420
## 105 72.6395229 4.2855092 3.099 1.1310795 20.862979 3.037976 1187.3812
## 106 30.5162416 3.4182591 2.725 1.0024684 30.810828 3.427866 521.9002
## 107 15.6960723 2.7534105 2.732 1.0050339 32.429776 3.479077 523.2597
## 108 59.5993689 4.0876450 2.787 1.0249657 21.587149 3.072098 760.5463
## 109 355.1988447 5.8726778 2.763 1.0163170 23.452881 3.154993 1096.2872
## 110 100.9177329 4.6143057 2.739 1.0075929 23.380928 3.151921 1359.2950
## 111 178.4236979 5.1841610 2.804 1.0310470 19.179812 2.953858 761.2449
## 112 48.7024532 3.8857294 2.830 1.0402767 23.062341 3.138201 866.8989
## 113 264.8395505 5.5791242 2.926 1.0736363 18.867314 2.937431 1588.8478
## 114 6.9754763 1.9424006 2.829 1.0399233 29.092932 3.370495 315.6496
## 115 533.3168450 6.2791157 2.917 1.0705557 28.517083 3.350503 278.2679
## 116 47.8518029 3.8681088 2.720 1.0006319 27.687101 3.320967 688.0580
## 117 35.4134789 3.5670925 2.736 1.0064970 17.360620 2.854204 971.8007
## 118 67.1221406 4.2065140 3.029 1.1082325 17.928220 2.886376 801.1260
## 119 57.9113253 4.0589130 2.638 0.9700211 27.473469 3.313221 746.5743
## 120 69.0437170 4.2347399 3.083 1.1259031 21.636974 3.074404 763.9077
## 121 43.7218299 3.7778475 2.592 0.9524298 24.982357 3.218170 986.8883
## 122 84.7039772 4.4391626 2.935 1.0767075 21.715519 3.078027 857.9107
## 123 25.5699602 3.2414182 2.820 1.0367369 22.211459 3.100608 571.4657
## 124 109.0950240 4.6922193 3.093 1.1291415 21.927347 3.087735 1553.6636
## 125 121.0809686 4.7964595 2.668 0.9813291 29.976394 3.400410 800.8264
## 126 85.4930259 4.4484348 2.886 1.0598715 17.705381 2.873869 1269.2639
## 127 163.9147940 5.0993467 2.827 1.0392161 21.306908 3.059031 1632.8094
## 128 120.0236663 4.7876889 2.606 0.9578165 22.711420 3.122868 1203.0444
## 129 198.6228509 5.2914078 3.094 1.1294648 23.106974 3.140134 1235.0950
## 130 612.7651346 6.4179817 3.194 1.1612740 20.244353 3.007876 2226.4400
## 131 191.5432230 5.2551135 3.121 1.1381535 22.749851 3.124559 2268.5796
## 132 117.7375371 4.7684579 3.095 1.1297879 11.509612 2.443182 676.8013
## 133 73.0684974 4.2913973 3.125 1.1394343 18.871217 2.937638 935.9590
## 134 37.5469109 3.6255911 2.773 1.0199298 26.036321 3.259493 587.2764
## 135 49.8309464 3.9086362 2.687 0.9884253 28.592336 3.353139 426.9783
## 136 38.0167713 3.6380274 2.786 1.0246069 19.924389 2.991945 585.8793
## 137 385.7575115 5.9552090 3.030 1.1085626 23.126281 3.140970 1411.6249
## 138 48.1257047 3.8738164 2.666 0.9805792 25.948590 3.256117 302.0577
## 139 34.0911688 3.5290384 2.758 1.0145058 28.605088 3.353585 607.6341
## 140 138.7485590 4.9326634 2.988 1.0946043 20.139370 3.002677 1005.1369
## 141 22.1746606 3.0989502 2.551 0.9364854 25.918590 3.254960 962.8314
## 142 104.9637533 4.6536151 3.063 1.1193948 19.449381 2.967815 1175.9229
## 143 93.0355991 4.5329822 2.911 1.0684967 24.429220 3.195780 881.4558
## 144 55.2817981 4.0124437 2.768 1.0181250 25.897062 3.254130 817.5250
## 145 58.1219121 4.0625427 2.718 0.9998963 26.721032 3.285451 961.1892
## 146 42.0441497 3.7387202 3.099 1.1310795 27.617014 3.318432 811.7577
## 147 35.3398303 3.5650107 2.737 1.0068624 25.160561 3.225278 800.8082
## 148 98.3222135 4.5882500 2.627 0.9658425 21.948701 3.088708 613.6823
## 149 25.8936922 3.2539994 2.587 0.9504989 33.593905 3.514345 744.7746
## 150 30.9220513 3.4314696 3.083 1.1259031 16.890590 2.826757 194.6626
## 151 74.2640095 4.3076264 2.630 0.9669838 24.457274 3.196928 457.0483
## 152 631.6117795 6.4482749 2.777 1.0213712 21.988210 3.090506 1873.6669
## 153 26.8471935 3.2901613 2.631 0.9673640 23.060799 3.138134 715.4747
## 154 15.0594229 2.7120039 2.721 1.0009995 21.624031 3.073805 514.6740
## 155 31.2143870 3.4408791 2.685 0.9876807 30.760365 3.426227 544.6032
## 156 33.3516824 3.5071082 2.735 1.0061314 18.312196 2.907567 784.6261
## 157 14.8377619 2.6971754 2.733 1.0053999 24.217286 3.187067 529.7274
## pct1500 pct12500 urbden denfac mixfac cenfac strfac
## 1 30.210090 0.564941 2495.049 84.84779 102.72972 92.68647 98.06139
## 2 27.958544 10.225940 3153.387 96.45178 112.76747 116.34720 84.91607
## 3 13.096192 2.975296 4052.501 103.31779 71.75103 94.95665 101.45231
## 4 19.568257 13.550413 3526.531 108.68043 134.47851 105.33627 149.70428
## 5 19.512954 0.538158 2995.959 89.66745 96.03731 71.68304 124.00497
## 6 23.787667 6.635804 2555.894 93.76718 58.62269 120.50419 68.78216
## 7 5.855438 2.843656 4740.319 121.37172 146.76465 49.62962 129.00318
## 8 20.837706 0.541157 2518.499 95.92988 80.37918 120.30041 112.15315
## 9 65.736061 0.000000 1862.070 57.46634 152.95890 108.38749 70.63637
## 10 31.505786 1.342100 3014.263 87.46740 113.62107 104.91405 49.05210
## 11 42.970763 0.281431 2165.863 67.45451 111.76042 92.11246 66.90788
## 12 19.993843 4.659794 4105.746 106.51326 111.30421 140.30219 78.25755
## 13 6.847162 3.652576 4706.206 115.66023 100.48262 77.05746 100.97498
## 14 9.336328 19.092283 5117.914 143.16317 87.00494 130.42786 133.63249
## 15 40.150944 0.137739 2538.274 74.56871 107.35678 71.04825 57.73498
## 16 24.359356 0.000000 1879.250 78.39480 118.38326 115.01969 122.74770
## 17 38.166106 0.931011 2190.559 75.44192 90.77130 101.91163 109.66832
## 18 16.549945 0.000000 2942.615 100.22115 152.69100 78.41973 105.74680
## 19 33.119159 0.688141 2135.247 78.44647 121.73910 60.84152 82.12300
## 20 29.184021 14.444710 3581.665 104.35503 105.14928 127.63861 76.28741
## 21 21.165016 4.886341 3710.082 94.20181 76.07586 59.31369 91.89526
## 22 22.728007 8.964466 3667.524 103.25582 107.67387 100.68826 73.38139
## 23 33.532519 0.000000 2244.475 80.65656 126.66580 80.05086 127.52923
## 24 24.488190 0.603967 2180.943 84.75941 86.57294 96.63567 114.45403
## 25 29.173329 2.047577 3112.406 86.99172 116.25988 125.28464 95.71650
## 26 23.570787 1.052631 2700.034 96.22105 102.66607 111.02004 72.53986
## 27 47.661401 0.000000 2259.934 70.13401 67.38205 100.47516 71.58883
## 28 12.237182 26.744176 4182.314 132.23677 74.82895 157.03473 129.24194
## 29 20.876945 1.541587 3200.477 98.94629 93.39891 110.13825 82.42013
## 30 19.131756 3.470911 2811.237 99.21260 88.54811 95.74823 64.25690
## 31 18.319251 0.449022 4115.803 96.61336 95.87056 70.31580 112.93899
## 32 29.763061 1.026018 2405.234 83.58351 99.74078 109.56435 88.20379
## 33 28.998025 0.000000 2422.523 76.06989 97.83592 112.61633 67.06533
## 34 15.307066 4.332479 3380.572 110.52901 84.57215 100.92816 106.63181
## 35 10.498912 6.156953 3931.991 121.51117 107.08466 86.77600 111.24301
## 36 12.608877 1.501646 3229.749 102.71274 118.15920 85.60804 111.93826
## 37 13.135384 6.370295 3848.868 112.84089 74.36895 98.75198 113.31150
## 38 25.447977 0.000000 2350.038 82.46327 115.69459 72.44651 116.57141
## 39 22.839006 0.794043 2383.965 87.09496 102.55550 91.45915 96.03831
## 40 21.663436 0.000000 2665.810 87.85278 129.46598 67.00886 108.07320
## 41 21.225975 3.739748 3832.941 96.51422 116.54665 61.56476 87.26451
## 42 7.764556 6.441154 4294.398 126.83059 58.29319 113.29349 127.35570
## 43 22.839137 0.000000 2800.586 95.02866 119.40550 93.06208 100.13362
## 44 11.058754 1.775976 3255.443 110.80712 71.28308 90.86266 118.22641
## 45 29.572748 1.652605 2932.634 94.19926 83.59173 86.11991 77.47558
## 46 12.298997 1.834302 4600.904 112.15689 53.84054 73.80548 113.39452
## 47 9.654174 2.416699 3951.458 118.33856 128.21525 123.67657 127.24557
## 48 22.155270 0.000000 3384.141 97.30928 95.76839 95.59713 111.28247
## 49 30.993192 0.000000 2746.949 80.58109 89.20735 67.28994 69.35930
## 50 37.555689 0.000000 2961.755 85.26454 150.30115 86.28759 80.40523
## 51 42.614736 0.000000 2081.887 71.27056 72.90741 102.93646 88.22194
## 52 21.770862 2.476820 3308.745 92.23205 98.27031 92.17722 98.57422
## 53 25.323747 0.000000 2419.346 86.30931 102.32980 92.06024 92.97833
## 54 6.287013 4.723455 5097.794 134.51415 114.41960 84.31390 126.45852
## 55 25.693689 0.442827 2380.989 85.80708 113.26785 109.30156 70.13552
## 56 27.816698 0.543338 2561.889 90.35325 83.11078 66.45122 88.49769
## 57 30.091178 0.304033 2429.370 84.48678 111.64448 91.88073 71.01277
## 58 37.425820 0.000000 2240.038 78.51484 135.10431 86.53325 78.29974
## 59 25.660753 6.794130 2796.664 98.45765 122.02520 104.70344 125.62685
## 60 29.377006 9.175320 3133.425 97.36357 83.69381 128.69420 59.85632
## 61 81.269323 0.000000 1558.992 47.31290 143.03336 69.63681 52.02997
## 62 10.600158 6.907761 3754.031 119.70306 101.93319 94.99237 125.43745
## 63 29.300769 0.000000 2295.025 83.29198 129.10670 148.68656 126.95990
## 64 47.530644 0.000000 2105.444 68.01597 108.27450 81.62484 94.05500
## 65 24.144739 0.975076 2688.262 92.27589 98.92260 94.02937 92.49333
## 66 13.071335 1.630148 3122.890 99.56169 112.50614 70.36591 108.73058
## 67 48.444512 0.569155 1990.106 63.24481 94.84424 104.75793 36.48220
## 68 20.257051 0.885851 2866.853 93.66046 103.23145 95.51045 93.65685
## 69 34.317900 1.754446 2393.865 79.58793 85.92597 90.65308 72.67408
## 70 18.109021 0.376763 2600.381 91.70766 85.74045 93.00935 96.94960
## 71 19.406205 2.423910 2681.882 88.79453 67.25738 85.93342 85.60152
## 72 13.422319 0.000000 3490.722 95.56871 94.92002 69.19346 95.93715
## 73 46.119037 1.445573 2139.189 73.15482 82.03649 110.71901 74.17740
## 74 36.852492 0.000000 2516.488 77.05323 139.72928 99.80547 75.81100
## 75 28.914400 0.000000 2306.853 80.82917 104.38868 112.15390 97.73016
## 76 24.728936 13.648147 3265.955 103.69572 141.20051 130.51890 100.20062
## 77 12.625064 1.198432 4265.548 98.34471 97.30089 54.81485 61.04590
## 78 25.377791 6.803136 2568.533 95.81633 44.52912 141.30009 92.09971
## 79 9.680371 6.659460 4596.024 114.93595 131.40083 81.29582 149.05907
## 80 5.706866 14.197549 5684.663 146.26949 21.94408 122.07235 108.11429
## 81 7.161362 2.051041 4200.367 134.48486 123.02290 124.22255 112.02658
## 82 12.748824 3.504833 3206.900 102.95126 105.48337 98.42472 122.49978
## 83 33.553353 0.000000 2497.998 81.98588 97.40213 97.99404 107.35545
## 84 31.975606 0.000000 2505.351 76.13619 96.15283 77.16165 75.47248
## 85 2.455213 43.531775 7570.104 213.02537 94.54958 110.02646 143.30508
## 86 19.069695 1.140748 3433.524 101.95160 76.81605 87.77433 97.00822
## 87 12.785203 2.469943 3366.738 102.85424 123.67115 73.19674 117.42173
## 88 37.173269 0.661515 3177.934 77.58884 100.05649 87.30614 79.30480
## 89 17.917426 8.934745 3757.425 118.69969 88.50355 186.95443 111.97086
## 90 20.306977 1.158710 2841.607 97.61570 56.31737 99.04863 93.47078
## 91 5.401814 15.745193 4935.016 146.98548 93.53276 108.27638 140.55952
## 92 20.087279 13.121806 3405.876 110.98964 52.71755 165.38040 113.68997
## 93 14.409512 5.369411 3483.710 112.03949 74.05759 117.69130 110.08094
## 94 41.211064 0.000000 2366.373 70.88341 118.13629 74.81870 95.79560
## 95 6.337843 2.691710 5148.757 131.92688 126.45682 65.40817 121.55156
## 96 34.165939 0.000000 2296.600 74.56453 119.76192 99.94475 64.52710
## 97 28.540303 1.869876 2921.416 94.09940 64.31278 97.92538 79.96763
## 98 34.086666 11.467657 3172.776 95.09697 91.31095 136.14439 68.20658
## 99 7.720019 5.863283 4101.895 126.81745 53.06695 91.89529 180.09218
## 100 7.479390 54.396407 7073.559 186.88065 75.09598 185.53643 124.87269
## 101 55.110765 0.000000 2584.666 67.12329 127.83358 138.79836 57.71957
## 102 18.054398 0.495339 2906.191 97.20488 74.28617 102.86785 106.81007
## 103 8.570501 1.119760 3431.780 121.00374 61.33661 93.35134 144.04389
## 104 10.991989 0.814658 3388.915 109.43472 114.15868 82.21055 108.61381
## 105 9.216569 28.233491 5215.502 146.72623 122.65058 81.91956 132.04953
## 106 23.829033 0.000000 2450.781 85.69538 105.38480 58.75235 88.24850
## 107 41.060777 0.000000 2037.354 72.23431 108.37125 75.05125 97.36860
## 108 28.055239 0.726874 2537.856 86.68798 108.38264 114.97164 114.40718
## 109 16.202417 25.504875 4391.244 128.43963 106.48415 140.96044 112.90654
## 110 7.576942 4.846086 4386.774 126.99356 48.31727 99.60141 116.77851
## 111 29.020451 5.449895 2840.578 91.18280 124.87937 120.55779 112.55115
## 112 34.571338 7.438363 2742.249 89.37425 139.28356 148.90005 86.85711
## 113 6.487112 3.987845 4294.242 132.25875 120.43637 103.79316 142.30116
## 114 24.086077 0.000000 2052.832 77.11127 104.21281 70.05692 96.44136
## 115 52.482073 8.079380 3068.578 73.17525 116.26672 117.90420 35.57663
## 116 34.687114 0.804348 3147.334 85.14053 128.48481 123.84011 54.92323
## 117 17.245806 23.249570 3976.493 120.73753 128.44061 126.47410 138.92444
## 118 22.025535 5.556733 3303.316 99.15082 51.80281 123.96388 95.42789
## 119 25.635558 3.218750 2997.995 91.66346 89.24741 112.42757 104.62640
## 120 10.720582 6.776931 4250.728 115.61509 84.00531 84.85719 81.55260
## 121 30.250258 0.000000 2251.716 87.81385 109.07159 85.11250 119.82751
## 122 23.644973 5.036080 3756.128 100.95922 81.58058 102.24478 62.11860
## 123 26.593121 0.000000 2439.311 83.31253 68.25805 91.55496 109.84594
## 124 5.886147 3.918861 4504.906 135.22854 97.62814 112.45636 122.95743
## 125 20.633136 2.129107 2892.394 94.42000 108.70951 104.48379 107.01247
## 126 8.113045 0.783631 4271.073 123.04335 135.33371 112.18635 123.12311
## 127 6.567634 2.150367 4204.505 128.97539 100.94050 84.74499 102.09368
## 128 8.901862 1.623736 4032.022 119.39539 77.00464 88.96324 112.96630
## 129 7.405828 22.461997 4813.379 139.01637 82.95709 103.87492 106.96302
## 130 4.871621 45.897458 6814.921 190.14335 88.90114 169.15815 148.35714
## 131 3.144769 26.567793 6015.369 176.10445 93.41891 81.35262 124.35654
## 132 9.132652 8.547814 4929.751 122.48984 115.21985 79.56639 98.64818
## 133 11.765089 4.043317 4290.612 116.31409 117.08259 94.03418 103.89481
## 134 24.657643 0.000000 2416.174 87.29778 119.29939 92.51124 123.54388
## 135 38.781981 0.247216 2696.424 74.54628 101.85004 116.67775 91.47224
## 136 25.444584 4.119407 3209.332 90.17851 131.25564 107.19193 119.02410
## 137 10.492315 7.746492 3931.397 124.82959 66.63802 144.08912 120.83405
## 138 41.912222 0.000000 2086.002 66.36371 71.04039 68.36178 66.43101
## 139 28.834556 0.000000 1893.306 79.87388 78.94943 105.20817 126.89111
## 140 18.283897 0.381674 2990.601 100.61639 88.80916 105.21989 146.17209
## 141 26.110376 1.303447 2611.072 92.74957 146.43141 68.50623 119.76682
## 142 2.983982 3.997490 4545.398 131.85305 108.96629 95.23238 132.83019
## 143 21.602578 5.302306 3391.486 99.84553 84.61020 141.36739 87.01424
## 144 27.761751 2.943323 3248.565 92.03802 73.13963 122.89326 73.06250
## 145 12.176067 2.022924 3503.186 108.75507 92.42231 95.80565 129.89301
## 146 19.006933 3.574266 3505.486 101.37618 122.09624 71.45591 89.30516
## 147 18.996663 0.000000 2687.644 93.97348 88.81184 91.02897 100.85446
## 148 19.357963 1.466128 3605.728 96.43452 69.57925 92.85923 88.02984
## 149 24.816738 0.327899 2461.266 86.58120 97.41487 94.91170 94.47417
## 150 28.024617 0.000000 3651.255 83.89322 121.44500 54.45130 60.08753
## 151 16.576061 3.929625 3407.912 91.91210 76.69687 106.37246 93.31065
## 152 8.010454 20.871139 5473.981 153.12293 72.38794 137.50079 115.94945
## 153 21.920743 0.249517 2791.594 89.88733 77.66262 85.46281 104.41932
## 154 39.818242 0.000000 2565.511 76.47478 162.26870 84.01483 91.61237
## 155 48.863871 0.000000 2246.103 70.81915 89.69447 89.15044 61.51069
## 156 30.047159 10.644816 3387.939 98.46251 138.94661 126.74372 113.28885
## 157 34.191350 0.000000 1987.300 76.12878 115.16043 73.78397 92.81251
## compact lncompact delay lndelay tti lntti jobpopwgtwgt
## 1 90.08446 4.500748 37.287717 3.618664 1.120000 0.11332869 0.488406
## 2 104.79037 4.651962 33.402345 3.508626 1.170000 0.15700375 0.458572
## 3 84.30262 4.434413 27.374671 3.309618 1.160000 0.14842001 0.375522
## 4 145.90659 4.982967 27.043854 3.297460 1.170000 0.15700375 0.505935
## 5 102.26278 4.627546 15.230651 2.723310 1.075270 0.07257196 0.432499
## 6 79.04326 4.369995 27.606846 3.318064 1.156366 0.14528209 0.362618
## 7 130.17745 4.868899 16.349635 2.794206 1.102741 0.09779878 0.554503
## 8 114.56107 4.741108 13.416443 2.596481 1.064116 0.06214413 0.353061
## 9 102.58307 4.630673 27.483675 3.313592 1.141733 0.13254754 0.566779
## 10 58.33970 4.066283 33.264544 3.504492 1.240000 0.21511138 0.433959
## 11 75.06819 4.318397 31.231305 3.441421 1.162093 0.15022260 0.467597
## 12 109.71264 4.697865 40.737379 3.707146 1.330000 0.28517894 0.390193
## 13 98.58007 4.590869 15.174936 2.719645 1.120000 0.11332869 0.412402
## 14 131.66007 4.880223 41.049368 3.714775 1.260000 0.23111172 0.411649
## 15 57.67405 4.054807 38.124253 3.640851 1.220000 0.19885086 0.431223
## 16 124.64641 4.825481 30.235352 3.409012 1.150000 0.13976194 0.447706
## 17 87.74533 4.474439 27.137925 3.300932 1.140000 0.13102826 0.410036
## 18 122.96198 4.811875 33.940092 3.524597 1.160000 0.14842001 0.461609
## 19 80.26571 4.385343 22.598639 3.117890 1.106631 0.10132012 0.490525
## 20 101.91813 4.624170 39.943226 3.687459 1.360000 0.30748470 0.456288
## 21 73.15533 4.292585 16.038921 2.775018 1.140000 0.13102826 0.402358
## 22 87.53171 4.472001 26.333417 3.270839 1.170000 0.15700375 0.477634
## 23 115.10571 4.745851 17.490923 2.861682 1.087172 0.08357986 0.509369
## 24 95.15871 4.555546 30.319479 3.411790 1.170000 0.15700375 0.440134
## 25 112.67095 4.724472 34.496254 3.540851 1.230000 0.20701417 0.448003
## 26 86.15989 4.456205 32.955592 3.495161 1.230000 0.20701417 0.429671
## 27 61.63399 4.121214 28.828437 3.361362 1.148243 0.13823267 0.393525
## 28 116.97616 4.761970 34.884647 3.552047 1.310000 0.27002714 0.404990
## 29 82.73091 4.415593 29.795283 3.394350 1.180000 0.16551444 0.431878
## 30 64.29228 4.163440 25.391803 3.234426 1.150000 0.13976194 0.427435
## 31 89.17957 4.490652 28.476983 3.349096 1.160000 0.14842001 0.433012
## 32 93.27935 4.535599 33.755685 3.519149 1.150000 0.13976194 0.448723
## 33 86.81150 4.463739 16.482129 2.802277 1.079579 0.07657122 0.479026
## 34 93.19125 4.534654 30.130028 3.405522 1.180000 0.16551444 0.417371
## 35 112.87872 4.726314 37.181862 3.615821 1.184662 0.16945792 0.406210
## 36 115.08300 4.745654 24.940388 3.216489 1.130000 0.12221763 0.418930
## 37 77.93609 4.355889 36.693276 3.602594 1.270000 0.23901690 0.344880
## 38 101.39663 4.619040 18.477778 2.916569 1.094813 0.09058387 0.488225
## 39 87.28294 4.469155 20.131092 3.002265 1.120000 0.11332869 0.483913
## 40 104.48425 4.649036 18.191987 2.900981 1.150104 0.13985264 0.521689
## 41 85.74180 4.451340 26.575669 3.279996 1.161157 0.14941661 0.452786
## 42 98.69238 4.592008 40.396997 3.698755 1.300000 0.26236426 0.365184
## 43 106.43421 4.667527 13.489719 2.601928 1.064942 0.06291997 0.471793
## 44 77.25982 4.347174 41.653965 3.729397 1.240000 0.21511138 0.394131
## 45 77.92658 4.355767 27.727687 3.322431 1.138205 0.12945207 0.381242
## 46 75.06570 4.318364 24.149551 3.184266 1.160000 0.14842001 0.349602
## 47 155.08291 5.043960 25.591249 3.242250 1.180000 0.16551444 0.474781
## 48 109.93044 4.699848 16.555750 2.806733 1.086360 0.08283303 0.425249
## 49 62.90083 4.141559 20.680255 3.029179 1.099478 0.09483542 0.430932
## 50 110.09967 4.701386 30.573519 3.420134 1.127165 0.11970529 0.515654
## 51 74.38724 4.309284 25.306415 3.231058 1.134455 0.12615215 0.419508
## 52 99.83187 4.603487 21.922075 3.087494 1.108019 0.10257408 0.442404
## 53 94.05715 4.543903 29.165044 3.372971 1.161623 0.14981840 0.434173
## 54 127.32963 4.846779 18.003161 2.890547 1.110000 0.10436002 0.453128
## 55 89.71660 4.496656 35.393053 3.566516 1.170000 0.15700375 0.466769
## 56 76.91988 4.342764 17.871532 2.883209 1.090299 0.08645238 0.409901
## 57 87.10868 4.467156 24.811640 3.211313 1.100000 0.09531018 0.441007
## 58 95.55357 4.559687 30.387920 3.414045 1.129933 0.12215873 0.503550
## 59 128.15106 4.853210 25.808751 3.250714 1.124558 0.11738972 0.465038
## 60 81.39222 4.399280 31.034006 3.435084 1.200000 0.18232156 0.440782
## 61 68.47469 4.226464 19.810756 2.986225 1.107854 0.10242474 0.554156
## 62 98.76079 4.592701 42.360714 3.746221 1.330000 0.28517894 0.394352
## 63 146.87278 4.989567 9.137989 2.212440 1.085259 0.08181875 0.502903
## 64 85.20179 4.445022 26.256602 3.267917 1.126723 0.11931382 0.411244
## 65 80.52111 4.388519 32.064008 3.467734 1.180000 0.16551444 0.421659
## 66 101.41600 4.619231 4.857532 1.580530 1.050000 0.04879016 0.485949
## 67 55.89797 4.023528 28.821209 3.361112 1.130000 0.12221763 0.428369
## 68 87.70513 4.473980 28.185252 3.338799 1.180000 0.16551444 0.426622
## 69 76.80735 4.341300 23.869988 3.172622 1.138870 0.13003680 0.438219
## 70 74.64412 4.312732 28.519770 3.350598 1.150000 0.13976194 0.413315
## 71 76.25994 4.334148 12.976177 2.563115 1.064234 0.06225502 0.392102
## 72 89.35294 4.492594 11.641080 2.454540 1.066978 0.06483017 0.396024
## 73 73.51944 4.297550 29.811152 3.394883 1.140000 0.13102826 0.411816
## 74 106.37638 4.666984 31.236518 3.441588 1.140054 0.13107585 0.500565
## 75 106.58872 4.668978 16.053084 2.775901 1.076981 0.07416193 0.461799
## 76 141.20297 4.950198 22.194121 3.099827 1.102406 0.09749540 0.519117
## 77 63.88250 4.157045 12.207228 2.502028 1.100000 0.09531018 0.461687
## 78 94.03217 4.543637 24.267535 3.189139 1.135482 0.12705722 0.353624
## 79 145.84113 4.982518 16.718570 2.816520 1.160000 0.14842001 0.448079
## 80 87.58574 4.472618 33.687523 3.517128 1.260000 0.23111172 0.320327
## 81 152.03860 5.024134 29.282369 3.376986 1.151397 0.14097593 0.437341
## 82 122.31216 4.806576 21.122459 3.050337 1.103985 0.09892596 0.465046
## 83 96.50537 4.569599 35.492443 3.569320 1.140000 0.13102826 0.408952
## 84 75.29004 4.321348 12.249520 2.505487 1.073265 0.07070580 0.516803
## 85 145.49458 4.980139 51.242769 3.936575 1.430000 0.35767444 0.407782
## 86 78.05337 4.357393 37.287569 3.618660 1.200000 0.18232156 0.408143
## 87 117.53757 4.766758 12.330750 2.512096 1.064671 0.06266614 0.483347
## 88 71.24104 4.266069 21.314159 3.059372 1.150000 0.13976194 0.405853
## 89 154.73105 5.041688 29.040913 3.368706 1.180000 0.16551444 0.353759
## 90 70.22117 4.251650 40.584518 3.703387 1.190000 0.17395331 0.366064
## 91 119.71203 4.785089 35.577533 3.571714 1.290000 0.25464222 0.411625
## 92 111.79127 4.716633 27.343739 3.308488 1.170000 0.15700375 0.341338
## 93 91.54877 4.516872 37.937849 3.635949 1.260000 0.23111172 0.403066
## 94 86.45253 4.459595 29.806009 3.394710 1.160456 0.14881275 0.490664
## 95 127.36431 4.847052 19.825293 2.986959 1.096961 0.09254374 0.473972
## 96 88.75047 4.485829 24.261729 3.188900 1.132037 0.12401893 0.459148
## 97 66.05131 4.190432 44.483933 3.795128 1.210000 0.19062036 0.366895
## 98 96.19333 4.566360 28.886084 3.363360 1.160000 0.14842001 0.464830
## 99 120.88381 4.794830 45.542088 3.818637 1.320000 0.27763174 0.381850
## 100 146.62294 4.987864 33.891485 3.523164 1.340000 0.29266961 0.390521
## 101 105.72559 4.660847 13.095176 2.572244 1.150522 0.14021547 0.522957
## 102 86.33744 4.458263 47.570172 3.862206 1.190000 0.17395331 0.401231
## 103 108.40323 4.685858 27.673758 3.320485 1.160000 0.14842001 0.387852
## 104 97.33093 4.578117 34.522023 3.541597 1.210000 0.19062036 0.422863
## 105 144.36762 4.972363 17.018256 2.834287 1.140000 0.13102826 0.458875
## 106 73.54176 4.297853 21.611282 3.073215 1.119307 0.11270992 0.453460
## 107 82.69196 4.415122 29.672304 3.390214 1.170000 0.15700375 0.471637
## 108 120.26788 4.789722 18.570456 2.921572 1.091022 0.08711453 0.463319
## 109 119.55013 4.783736 28.833987 3.361555 1.240000 0.21511138 0.450109
## 110 78.59917 4.364361 46.510003 3.839667 1.270000 0.23901690 0.357819
## 111 112.31332 4.721292 25.415663 3.235366 1.190000 0.17395331 0.493239
## 112 141.60300 4.953027 14.792816 2.694142 1.077996 0.07510373 0.467497
## 113 135.27244 4.907291 39.105547 3.666264 1.350000 0.30010459 0.442540
## 114 79.72030 4.378524 20.804450 3.035167 1.114647 0.10853734 0.444288
## 115 75.58961 4.325319 27.521461 3.314966 1.120000 0.11332869 0.506317
## 116 92.54127 4.527655 26.326513 3.270577 1.170000 0.15700375 0.443402
## 117 162.18565 5.088742 18.952023 2.941911 1.111359 0.10558398 0.516862
## 118 90.38116 4.504036 21.283760 3.057944 1.106699 0.10138139 0.351067
## 119 94.19401 4.545357 26.975470 3.294928 1.130000 0.12221763 0.415218
## 120 72.04768 4.277328 51.204488 3.935827 1.330000 0.28517894 0.425634
## 121 111.59010 4.714832 21.894278 3.086225 1.109592 0.10399248 0.491597
## 122 72.75448 4.287090 27.741311 3.322923 1.160000 0.14842001 0.440201
## 123 84.75172 4.439726 23.872972 3.172747 1.127249 0.11978018 0.458186
## 124 122.33082 4.806729 37.680220 3.629135 1.230000 0.20701417 0.412210
## 125 93.36153 4.536479 30.443625 3.415877 1.160000 0.14842001 0.456037
## 126 153.88136 5.036182 29.654796 3.389624 1.160000 0.14842001 0.460465
## 127 102.53219 4.630177 26.370688 3.272253 1.180000 0.16551444 0.412425
## 128 89.19581 4.490834 39.988512 3.688592 1.250000 0.22314355 0.383218
## 129 99.52843 4.600443 27.450095 3.312370 1.240000 0.21511138 0.387799
## 130 175.50331 5.167658 43.782574 3.779236 1.410000 0.34358970 0.384080
## 131 125.44738 4.831886 64.306801 4.163665 1.380000 0.32208350 0.383150
## 132 117.47569 4.766231 16.374287 2.795712 1.079831 0.07680443 0.450771
## 133 121.53494 4.800202 19.054782 2.947318 1.106071 0.10081398 0.488608
## 134 110.04962 4.700931 21.908177 3.086860 1.160000 0.14842001 0.499778
## 135 101.25716 4.617663 30.933639 3.431844 1.161693 0.14987863 0.452281
## 136 126.91518 4.843519 21.242164 3.055988 1.112705 0.10679418 0.521784
## 137 110.09673 4.701359 45.659131 3.821204 1.380000 0.32208350 0.358839
## 138 45.80374 3.824366 25.814335 3.250930 1.142533 0.13324746 0.417096
## 139 103.48020 4.639380 18.589796 2.922613 1.095006 0.09076007 0.428993
## 140 123.97578 4.820086 34.258196 3.533926 1.170000 0.15700375 0.393538
## 141 121.77035 4.802137 29.218846 3.374814 1.135534 0.12710322 0.491529
## 142 137.65814 4.924773 14.033884 2.641475 1.140000 0.13102826 0.466371
## 143 109.72931 4.698017 22.508820 3.113907 1.113093 0.10714288 0.420923
## 144 90.44495 4.504741 23.143389 3.141709 1.178640 0.16436097 0.391913
## 145 98.80194 4.593117 30.375508 3.413637 1.210000 0.19062036 0.429699
## 146 102.39131 4.628802 24.020098 3.178891 1.134721 0.12638691 0.442125
## 147 89.84448 4.498080 31.645759 3.454604 1.180000 0.16551444 0.442147
## 148 71.63049 4.271521 43.439326 3.771365 1.220000 0.19885086 0.423404
## 149 87.13954 4.467511 49.126312 3.894395 1.170000 0.15700375 0.442070
## 150 68.85041 4.231936 13.819205 2.626059 1.068083 0.06586560 0.528084
## 151 75.24226 4.320713 30.750434 3.425904 1.190000 0.17395331 0.397373
## 152 117.01356 4.762290 46.136072 3.831595 1.340000 0.29266961 0.370246
## 153 82.11055 4.408067 34.944961 3.553774 1.170000 0.15700375 0.421061
## 154 117.01381 4.762292 22.280916 3.103731 1.111837 0.10601343 0.509566
## 155 63.26747 4.147371 17.056397 2.836525 1.110000 0.10436002 0.409313
## 156 146.16948 4.984767 16.172197 2.783294 1.087169 0.08357662 0.544290
## 157 84.24710 4.433754 19.388588 2.964685 1.119507 0.11288852 0.509700
## entropywgt varpop varemp pctempcen pctpopcen avgblk pctsmlblk
## 1 0.541336 0.7400730 2.0685099 12.509152 1.4001279 0.030125 59.49730
## 2 0.595153 0.9829725 2.2939961 17.742941 2.4950696 0.035387 61.28791
## 3 0.551622 0.5338579 2.3950499 16.380407 1.7424382 0.029818 57.95843
## 4 0.615267 1.1354123 1.7553006 7.140851 2.7075459 0.016396 77.75183
## 5 0.570683 0.5684891 1.2704175 11.242472 0.3093531 0.029238 67.93264
## 6 0.525918 0.8401479 3.0335663 18.184298 2.9028761 0.040911 50.48124
## 7 0.607919 0.5095430 0.7830515 0.000000 0.0000000 0.020039 62.27483
## 8 0.595142 0.5173158 1.6507525 34.083299 3.4443307 0.022994 60.53468
## 9 0.614722 0.7199090 2.2742296 15.229484 3.2798653 0.039920 56.05172
## 10 0.618727 0.8153991 3.3797154 11.778160 1.2937206 0.052694 46.81662
## 11 0.584563 0.5709249 2.2360780 17.441839 1.0535589 0.048256 55.78257
## 12 0.649894 0.8358542 3.1948117 32.657260 3.0035010 0.040246 55.05221
## 13 0.600441 0.5143200 1.5840759 14.205461 0.4713125 0.028792 55.33445
## 14 0.563301 0.9458184 3.2860228 21.549937 2.8756109 0.017506 74.76262
## 15 0.603518 0.6657230 1.6706252 5.878305 0.1723270 0.055891 54.41058
## 16 0.620249 0.6186521 1.3508777 29.230141 3.3892368 0.025200 70.57724
## 17 0.575249 0.6801008 2.1271384 18.291216 2.0131203 0.024235 72.32946
## 18 0.704475 0.5115636 1.7394538 12.064382 0.9382252 0.024570 63.30926
## 19 0.592810 0.6775976 1.3997366 0.000000 0.0000000 0.040897 56.79659
## 20 0.575759 1.1011392 2.2600000 16.602187 3.9553683 0.033938 54.80743
## 21 0.540654 0.5914048 1.5828124 0.000000 0.0000000 0.035831 64.84320
## 22 0.564468 0.7773736 2.0172313 15.302981 2.0044035 0.040601 49.79866
## 23 0.590407 0.7151320 1.7784536 6.692581 1.0565295 0.021651 68.19419
## 24 0.537577 0.5548600 2.3654829 18.964939 1.4044898 0.022291 60.02549
## 25 0.614040 0.8747533 3.2673796 20.621920 2.6599679 0.028189 67.93872
## 26 0.591702 0.6122551 3.0553448 20.820581 2.1026040 0.039817 46.29574
## 27 0.523880 0.5895125 3.0162244 15.004048 1.7407643 0.039976 56.92072
## 28 0.534893 1.5314515 5.1537032 18.673961 1.7924826 0.018989 71.12190
## 29 0.563820 0.7601343 2.9675586 14.920535 2.4209858 0.037039 57.77101
## 30 0.554043 0.6758469 2.6561185 14.524705 1.0476070 0.041068 44.29647
## 31 0.569774 0.5462921 1.4446238 9.574673 0.3133568 0.025496 71.23705
## 32 0.567105 0.6492028 2.8948468 21.522567 1.7218192 0.033219 58.61200
## 33 0.535687 0.5179027 1.6700687 27.225282 3.5529121 0.046291 52.48108
## 34 0.551556 0.7834880 2.5015114 17.620023 0.8480069 0.023141 63.99752
## 35 0.624280 0.8413173 1.7840351 9.381373 0.8625842 0.024278 59.63498
## 36 0.644384 0.5621468 1.4728398 15.189918 1.5626654 0.025977 64.88903
## 37 0.585331 0.7787851 3.1908417 10.884899 0.9363587 0.024148 62.45484
## 38 0.577842 0.6312740 1.2190119 7.529973 0.9032316 0.024727 72.96285
## 39 0.544714 0.6725063 1.6770517 12.499093 2.1497150 0.030219 57.86779
## 40 0.587656 0.4672777 1.2093367 6.636033 1.1705827 0.027434 61.38614
## 41 0.610728 0.6719483 1.5091089 0.000000 0.0000000 0.035942 61.69804
## 42 0.522786 0.6365848 3.4132721 18.662122 2.2790020 0.020603 65.53583
## 43 0.602387 0.5482704 1.7973075 21.098729 1.2073438 0.029389 56.75847
## 44 0.534296 0.5621941 2.8251417 13.085315 0.9693466 0.021464 60.16527
## 45 0.579898 0.7214274 2.5383408 7.127833 0.8699102 0.036735 49.28584
## 46 0.523711 0.5566701 1.9908815 5.460170 0.9142411 0.026983 64.25691
## 47 0.624516 0.5835800 2.1103513 21.770009 5.5109389 0.017079 70.47429
## 48 0.576168 0.5386927 2.1616541 19.628952 1.4771656 0.028450 64.72425
## 49 0.552882 0.5831259 1.4011248 6.096505 0.3714341 0.038465 46.33205
## 50 0.651266 0.5541265 1.3957746 12.564789 2.3742351 0.033039 56.85644
## 51 0.517012 0.6665929 1.9930326 21.717476 1.7442774 0.037825 60.76512
## 52 0.568420 0.5890187 1.5593265 16.152021 2.1753497 0.029153 60.85617
## 53 0.586885 0.6522707 1.8436686 12.296943 2.1772434 0.034595 57.59271
## 54 0.604470 0.5207962 1.9140635 15.079468 0.9950999 0.020337 61.43981
## 55 0.589502 0.7189745 3.3266810 17.376544 1.5134408 0.042852 53.51330
## 56 0.553887 0.7686708 1.6787874 0.000000 0.0000000 0.033921 47.31791
## 57 0.607120 0.5416587 1.6967614 13.735246 2.7133307 0.037738 49.00733
## 58 0.619074 0.5652159 1.8465502 11.724124 1.8889945 0.033488 50.22912
## 59 0.615545 0.9988418 2.0305942 13.373189 1.7377003 0.020839 73.69560
## 60 0.528947 1.0873030 2.5500000 20.188388 3.0640268 0.039813 45.86955
## 61 0.597756 0.6481523 1.1534734 4.572797 1.0390401 0.047534 46.71867
## 62 0.620041 0.8032827 2.6908321 11.888572 0.6614320 0.020756 67.03676
## 63 0.602815 0.6084644 2.0058089 33.916269 7.1599883 0.017305 78.35399
## 64 0.623284 0.5468084 1.5924734 12.545186 1.3694960 0.028620 67.06180
## 65 0.588101 0.5842542 2.2040915 17.801625 1.2639164 0.031134 56.79232
## 66 0.570861 0.7030082 1.0721328 5.849511 0.6852435 0.028535 57.48434
## 67 0.570892 0.7200000 1.7100000 24.652985 1.5216341 0.068652 50.89303
## 68 0.595911 0.5501727 2.3771679 16.861738 1.6633857 0.037786 63.23209
## 69 0.537411 0.7362654 1.7612127 13.594417 1.2924304 0.040714 54.77112
## 70 0.558322 0.6182611 2.9143403 12.231554 1.0445984 0.030982 57.36830
## 71 0.524755 0.7283771 1.3556135 12.551431 1.3402485 0.035151 55.00555
## 72 0.598939 0.5025468 1.5942900 8.615685 0.3740293 0.028832 58.38758
## 73 0.549227 0.7008832 3.6682619 17.781384 1.2924948 0.038587 53.55733
## 74 0.634610 0.7370588 1.2534680 13.201670 3.6053846 0.041330 57.94560
## 75 0.568884 0.5445266 1.7567498 25.084731 3.6384321 0.033989 69.06651
## 76 0.622770 1.1995038 2.2261978 9.612322 5.3427259 0.026616 62.32564
## 77 0.549108 0.5350246 1.2887187 0.000000 0.0000000 0.045742 43.83131
## 78 0.494143 1.7482437 3.0643980 20.772270 0.3933972 0.031351 57.02057
## 79 0.656426 0.5626732 1.2425858 10.829404 2.0673179 0.025340 80.68372
## 80 0.459474 0.5826756 2.4328751 33.473560 2.3770561 0.026808 54.77717
## 81 0.642177 0.4944794 1.7884852 22.300662 6.4736762 0.023127 54.14201
## 82 0.569159 0.7734010 2.3590089 13.779783 1.4855710 0.025046 67.30245
## 83 0.594773 0.5972404 2.4098698 18.991686 1.3109108 0.028551 67.98837
## 84 0.498459 0.7277958 1.4418167 7.260710 0.8568519 0.042857 53.62352
## 85 0.587782 0.7978205 2.8312537 15.297217 2.2925560 0.015212 68.02887
## 86 0.537751 0.5992195 2.1960470 13.588445 1.0167189 0.029094 60.03280
## 87 0.604404 0.5899690 1.0681030 10.364387 0.8996624 0.024132 62.58711
## 88 0.604882 0.7220155 1.5030596 12.206267 1.4702907 0.049122 62.60487
## 89 0.617320 1.5238045 2.4285597 29.843253 8.3390804 0.022434 58.40799
## 90 0.516489 0.4921581 3.0317766 15.709639 1.9136656 0.032234 53.49311
## 91 0.581624 0.9060704 3.3228432 12.072122 1.3340168 0.018108 69.69924
## 92 0.527674 0.8560620 4.6874805 38.871744 3.6710997 0.028297 59.83736
## 93 0.534386 0.8200000 3.0100000 17.375204 2.7549552 0.026480 60.31039
## 94 0.582589 0.6375382 1.7594400 7.987377 0.4059761 0.029076 70.34182
## 95 0.620282 0.4447419 1.0682094 9.451796 0.6546635 0.020152 62.28795
## 96 0.614268 0.6089772 2.2147246 22.092970 1.1992379 0.047960 50.04107
## 97 0.538191 0.7031893 2.8786556 14.028594 1.0369731 0.035407 54.72554
## 98 0.529609 0.9901293 3.1500000 18.366252 4.4127317 0.038531 53.43121
## 99 0.493791 0.6121663 2.1699764 17.413614 0.8714392 0.010776 82.27991
## 100 0.548093 1.1301294 5.8887053 31.411719 5.2491474 0.021537 69.97137
## 101 0.581988 1.1091414 1.8700000 22.346530 5.1254563 0.045809 54.83636
## 102 0.536606 0.6038899 3.2314675 17.630757 1.2078022 0.027223 62.08471
## 103 0.511812 0.5053840 1.7834341 15.716966 2.6417931 0.015072 69.60702
## 104 0.629783 0.5498194 1.9520388 12.727546 0.9056277 0.026680 64.77457
## 105 0.622602 0.7817220 1.2788686 9.175351 1.1616409 0.018650 72.49597
## 106 0.578853 0.5136714 1.0343436 3.343183 0.4485279 0.029991 48.18024
## 107 0.571584 0.5596304 2.1144718 8.541156 0.2933025 0.035682 62.83564
## 108 0.578774 0.6803940 2.1490638 27.872864 2.1726108 0.023608 67.92527
## 109 0.584819 1.1330556 5.5446934 13.704390 1.9607397 0.024425 65.68190
## 110 0.501154 0.6033499 2.4771193 17.684325 1.7176117 0.020749 59.28281
## 111 0.599279 0.9047589 3.7370237 18.608207 1.4512447 0.025873 72.67496
## 112 0.661817 1.0900000 1.8000000 23.092773 6.8635549 0.034914 66.92473
## 113 0.630451 0.6109543 2.7419200 15.303096 2.4893899 0.016443 72.12863
## 114 0.583460 0.5572875 1.8246096 5.053560 0.6049616 0.029085 61.69713
## 115 0.563877 1.3681933 1.5726352 6.613144 3.7822455 0.061922 50.70998
## 116 0.652275 0.7003129 5.3201053 20.974807 0.4950450 0.051013 46.23404
## 117 0.588935 1.1458512 1.6865994 9.842376 5.6998153 0.015891 77.46426
## 118 0.516737 0.8164515 1.9009965 21.916210 4.4406836 0.030317 56.75530
## 119 0.566517 0.9378468 2.7880243 17.069228 1.5553470 0.030219 62.21221
## 120 0.542856 0.6151668 1.7769469 14.313392 0.8764797 0.034777 47.63683
## 121 0.556371 0.5116792 2.5848636 10.524965 1.1798523 0.020055 69.78342
## 122 0.523522 0.7735440 2.3577229 13.415347 2.1972542 0.041376 48.51349
## 123 0.470692 0.5990221 1.9605086 13.115106 2.0758466 0.025069 64.00182
## 124 0.592603 0.5069865 3.1321931 23.923729 2.2169510 0.020023 61.50254
## 125 0.585957 0.7186589 2.8523919 15.687478 1.7301286 0.024843 67.42242
## 126 0.656794 0.4235978 1.6854446 30.700201 3.3013795 0.020092 66.06123
## 127 0.601705 0.4731847 1.5334322 12.339845 2.4509804 0.023796 54.17461
## 128 0.559729 0.5109867 1.9950156 17.023834 1.3109653 0.024356 61.24331
## 129 0.572476 0.7502582 2.6700800 15.513693 1.7336229 0.028106 65.53373
## 130 0.592342 1.1052308 3.2605826 29.943341 6.6726198 0.016332 77.35588
## 131 0.605809 0.5582760 1.5626831 11.687081 1.4753927 0.018608 60.21657
## 132 0.608742 0.7058856 1.1727332 11.544541 0.8800209 0.030469 64.66801
## 133 0.581404 0.5328208 1.3949582 13.444781 3.6084998 0.025876 61.71996
## 134 0.578007 0.5138193 2.3030025 15.367489 1.7934367 0.020728 67.22248
## 135 0.569957 0.8455049 3.3176790 18.760807 1.7158585 0.045381 69.23433
## 136 0.592592 0.8046759 1.8465573 13.898848 3.4543672 0.023733 74.06776
## 137 0.551643 0.9254370 5.8020616 19.218180 2.2120070 0.022114 66.28571
## 138 0.513853 0.6575921 1.4643154 4.848173 0.2768136 0.055717 60.73948
## 139 0.525790 0.6109177 2.4288846 22.270767 1.7252401 0.019144 74.99762
## 140 0.583945 0.5094207 2.2882678 24.622403 2.0414239 0.017344 74.96772
## 141 0.661177 0.6692127 1.3599491 3.531116 0.6508525 0.018427 66.44442
## 142 0.577784 0.4336624 1.4853264 19.536242 3.0103574 0.017769 66.36755
## 143 0.548606 0.8524908 3.4585990 26.056758 4.0750408 0.032920 59.23000
## 144 0.541410 0.7975263 1.6959848 24.093280 4.2133519 0.042060 52.33825
## 145 0.562957 0.5605408 2.6451535 16.375741 1.3744633 0.021711 72.28477
## 146 0.635462 0.5809287 1.2100269 8.601741 0.8284366 0.037683 60.88957
## 147 0.542122 0.5693852 2.2441149 14.686974 1.4405237 0.027290 59.75395
## 148 0.504328 0.6376099 3.8445011 5.793177 0.9271272 0.039673 54.42978
## 149 0.566309 0.6340428 1.7955725 16.477567 1.9633686 0.031146 61.02696
## 150 0.559664 0.5928760 1.0015757 0.000000 0.0000000 0.038421 29.47570
## 151 0.546685 0.8269211 2.5293878 12.928618 2.4261337 0.039847 67.80452
## 152 0.557948 1.0361911 3.5489946 22.873258 2.8722766 0.024383 62.64503
## 153 0.529008 0.5119629 1.8039922 16.060306 1.1907402 0.028795 61.05318
## 154 0.690059 0.5817059 1.4023713 12.623744 1.8110297 0.034981 62.58630
## 155 0.572852 0.6426138 2.6366564 9.882120 1.1343020 0.042168 46.07742
## 156 0.594788 1.0860848 2.2476748 15.296218 4.1831194 0.025662 69.43700
## 157 0.557864 0.5928897 1.0987761 8.656200 1.2898929 0.030917 54.52005
## intden pct4way
## 1 44.72824 27.46753
## 2 41.30455 19.04951
## 3 51.49049 28.94639
## 4 80.26698 34.86999
## 5 42.59805 45.49770
## 6 40.40255 17.86096
## 7 91.99375 26.30256
## 8 51.44097 31.34187
## 9 42.72829 12.96379
## 10 35.51315 13.95699
## 11 28.14369 22.89697
## 12 38.31714 23.41742
## 13 52.39491 29.51489
## 14 70.30765 27.06372
## 15 26.72051 22.25568
## 16 40.73242 39.34459
## 17 39.08254 24.98510
## 18 56.97373 21.65103
## 19 47.91240 22.08808
## 20 45.86216 13.13061
## 21 30.90977 27.57079
## 22 37.67773 23.83627
## 23 64.45546 32.88629
## 24 74.88753 23.36625
## 25 44.84527 16.12746
## 26 55.19571 17.89330
## 27 34.67576 16.63469
## 28 54.12564 34.17308
## 29 40.13632 21.59355
## 30 39.20446 19.50587
## 31 44.26228 27.96544
## 32 42.26589 22.33260
## 33 31.90764 22.65118
## 34 55.38677 21.38079
## 35 74.49833 22.43546
## 36 53.37491 29.03040
## 37 53.99706 30.67349
## 38 42.69183 30.01380
## 39 48.33435 25.45455
## 40 61.65056 26.01265
## 41 36.86276 23.35202
## 42 72.50836 30.69388
## 43 43.09530 31.95049
## 44 72.99884 27.02255
## 45 45.07984 21.81232
## 46 49.83204 33.37150
## 47 68.79990 24.88060
## 48 59.55969 27.97838
## 49 44.92540 18.02992
## 50 39.57873 17.28127
## 51 37.77777 26.30081
## 52 47.24464 24.87638
## 53 48.88046 26.19340
## 54 82.86941 28.72490
## 55 34.67817 20.63221
## 56 42.66059 32.90257
## 57 36.66418 20.23179
## 58 50.01799 16.91919
## 59 56.90512 28.78596
## 60 36.92721 13.76658
## 61 28.25734 15.67881
## 62 60.25340 32.90698
## 63 57.51939 22.75717
## 64 28.63996 22.59677
## 65 47.05415 24.27064
## 66 71.24604 26.87318
## 67 20.49967 18.14274
## 68 45.81922 25.94906
## 69 33.90848 20.52128
## 70 48.47746 27.36210
## 71 38.36954 26.25947
## 72 47.17973 24.22234
## 73 40.74025 18.30821
## 74 31.18805 22.49063
## 75 46.45033 21.32855
## 76 44.46483 24.21804
## 77 36.03585 22.11049
## 78 42.66074 25.75792
## 79 48.25687 53.00098
## 80 84.36716 21.54228
## 81 79.71627 24.77747
## 82 52.98249 36.57447
## 83 50.97641 25.07907
## 84 25.96551 29.46959
## 85 92.76139 30.76825
## 86 47.82839 23.77159
## 87 54.70267 34.23899
## 88 25.12593 31.02730
## 89 57.78166 29.82525
## 90 61.26462 22.93511
## 91 92.43939 29.23283
## 92 51.37562 37.96793
## 93 55.72614 30.63807
## 94 32.38215 20.20701
## 95 84.06010 22.54461
## 96 31.40096 23.94458
## 97 41.09516 20.07205
## 98 36.71551 14.29121
## 99 93.62268 49.97576
## 100 68.10754 27.08754
## 101 28.69632 12.47580
## 102 55.14436 26.78768
## 103 87.78660 32.12544
## 104 61.01129 23.21594
## 105 74.38906 26.72091
## 106 60.94729 20.72889
## 107 41.90182 29.80272
## 108 46.76933 29.60801
## 109 58.21483 25.88754
## 110 81.31615 22.20938
## 111 50.43879 24.00206
## 112 44.51495 14.23827
## 113 89.84942 28.50627
## 114 47.79179 21.77561
## 115 23.17263 10.57051
## 116 34.13541 19.34183
## 117 63.51298 31.39911
## 118 48.20139 25.97211
## 119 45.41702 31.26649
## 120 50.65456 23.16484
## 121 52.03911 27.98454
## 122 35.23695 15.70898
## 123 47.00457 29.73417
## 124 89.55422 22.13034
## 125 51.08672 22.04934
## 126 77.35477 23.60601
## 127 70.40253 19.65291
## 128 59.26962 29.30892
## 129 54.36937 25.00680
## 130 83.32288 32.53981
## 131 89.01605 23.64516
## 132 53.62110 20.00000
## 133 61.10361 20.57183
## 134 78.80001 22.92042
## 135 34.07634 30.06190
## 136 47.72868 28.43063
## 137 72.30721 25.06381
## 138 22.18286 26.98822
## 139 50.11292 30.35714
## 140 70.35926 38.92039
## 141 56.16889 27.68798
## 142 75.32814 31.67985
## 143 42.21591 20.40430
## 144 43.64838 19.98372
## 145 74.70149 27.26835
## 146 48.49024 22.52812
## 147 47.88799 26.20097
## 148 54.73579 25.93298
## 149 46.84567 22.60032
## 150 33.06721 28.77816
## 151 30.94712 29.75025
## 152 69.82524 26.47959
## 153 46.79562 30.27822
## 154 40.69098 24.34771
## 155 34.91705 18.05276
## 156 53.00614 26.26528
## 157 44.01198 27.68610#Question 8: In UZA.csv, what is the value of the highest income per capita? Hint: refer to Table 1.2 in our textbook
income_per_capita = data_uza[6]
print(max(income_per_capita))## [1] 46.40086#Question 9: Check if Urbanized area ID is of numeric type.
class(data_uza$ua_id)## [1] "integer"#ua_id is integer type