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getwd()## [1] "C:/Users/csd77/Drexel University/Nowak Metro Finance Lab - Documents/NMFL_PROJECTS/2022_Kauffman_SSBCI/SSBCI Map"#setwd("~/Documents/Nowak Metro/ssbci")
loans <- readxl::read_xlsx("data/ssbci_update.xlsx")library(rgdal)## Loading required package: sp## Warning: package 'sp' was built under R version 4.3.2## Please note that rgdal will be retired during October 2023,
## plan transition to sf/stars/terra functions using GDAL and PROJ
## at your earliest convenience.
## See https://r-spatial.org/r/2023/05/15/evolution4.html and https://github.com/r-spatial/evolution
## rgdal: version: 1.6-7, (SVN revision 1203)
## Geospatial Data Abstraction Library extensions to R successfully loaded
## Loaded GDAL runtime: GDAL 3.6.2, released 2023/01/02
## Path to GDAL shared files: C:/Users/csd77/AppData/Local/R/win-library/4.3/rgdal/gdal
## GDAL does not use iconv for recoding strings.
## GDAL binary built with GEOS: TRUE
## Loaded PROJ runtime: Rel. 9.2.0, March 1st, 2023, [PJ_VERSION: 920]
## Path to PROJ shared files: C:/Users/csd77/AppData/Local/R/win-library/4.3/rgdal/proj
## PROJ CDN enabled: FALSE
## Linking to sp version:2.1-0
## To mute warnings of possible GDAL/OSR exportToProj4() degradation,
## use options("rgdal_show_exportToProj4_warnings"="none") before loading sp or rgdal.states = readOGR(dsn="data/cb_2018_us_state_500k/.", verbose=FALSE)## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others#merging loans with zip, long lat cross walk
zip<- read.csv("data/zip_lat_long.csv")library(dplyr)## Warning: package 'dplyr' was built under R version 4.3.2##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionzip <- zip %>%
rename(zipcode=ZIP)
ssbci<- merge (loans, zip, by ="zipcode")names(ssbci)## [1] "zipcode" "Date" "State or Territory"
## [4] "City" "Amount" "Type"
## [7] "Innovative Finance?" "Program Type" "Program/Fund Name"
## [10] "Business Name" "Sector" "Industry"
## [13] "NAICS" "Macro Trends?" "SEDI?"
## [16] "Link" "Notes" "Company Description"
## [19] "LAT" "LNG"library(dplyr)
# Assuming 'ssbci' is your dataset
# Replace all occurrences of a specific character (e.g., empty string) with NA
ssbci <- ssbci %>%
mutate_all(~ ifelse(. %in% c("", " "), NA, .))
# Print or use the modified dataset
print(ssbci)## zipcode Date State or Territory City Amount
## 1 603 1691539200 PR Aguadilla 3800000
## 2 801 1704412800 VI St. Thomas NA
## 3 824 1704412800 VI St. Croix NA
## 4 1001 1687910400 NY <NA> 200000
## 5 1460 1670544000 MA Littleton NA
## 6 2032 1700179200 MA Walpole NA
## 7 2136 1670544000 MA Hyde Park NA
## 8 2143 1670544000 MA Somerville NA
## 9 4950 1686096000 ME Madison 3500000
## 10 6902 1707868800 CT <NA> NA
## 11 7960 1698278400 NJ Morristown NA
## 12 10003 1687910400 NY New York 90000
## 13 10017 1687910400 NY New York 250000
## 14 10023 1687910400 NY New York 200000
## 15 10024 1687910400 NY New York 250000
## 16 10918 1684972800 NY Chester 1300000
## 17 15143 1677715200 PA Sewickley NA
## 18 15208 1681776000 PA Pittsburgh NA
## 19 17110 1694390400 PA Harrisburg 97000
## 20 17111 1692144000 PA Harrisburg 250000
## 21 17602 NA PA Lancaster 1400000
## 22 17701 1690588800 PA Williamsport 200000
## 23 18015 1679356800 PA Northampton County 400000
## 24 18015 1690502400 PA Bethlehem 100000
## 25 18015 1684886400 PA Bethlehem 200000
## 26 18106 1679356800 PA Allentown 340000
## 27 19103 1684886400 PA Philadelphia 250000
## 28 19107 1682899200 PA Philadelphia 200000
## 29 19122 1682899200 PA Philadelphia 250000
## 30 19606 1687996800 PA Reading 50000
## 31 20110 1685577600 VA Manassas NA
## 32 20151 1698192000 VA Chantilly NA
## 33 20166 1695859200 VA Richmond NA
## 34 20166 1702944000 VA Sterling NA
## 35 20723 1677542400 MD Columbia 250000
## 36 20737 1662595200 MD Riverdale 1000000
## 37 20740 1695859200 MD College Park 200000
## 38 20814 1695686400 MD Bethesda 500000
## 39 20850 1684713600 MD Rockville 400000
## 40 20878 1684368000 MD Gaithersburg 200000
## 41 20879 1686096000 MD Gaithersburg 500000
## 42 20912 1678924800 MD Takoma Park NA
## 43 21030 1687737600 MD Hunt Valley 500000
## 44 21201 1689552000 MD Baltimore 500000
## 45 21201 1689638400 MD Baltimore 1000000
## 46 21201 1676505600 MD Baltimore 150000
## 47 21217 1678665600 MD Baltimore 200000
## 48 21224 1682899200 MD Baltimore 200000
## 49 21231 1679961600 MD Baltimore 150000
## 50 21704 1686182400 MD Frederick 300000
## 51 21804 1677110400 MD Columbia 200000
## 52 21901 1667174400 MD Elkton 5000000
## 53 22031 1684713600 VA Fairfax NA
## 54 22041 1682899200 VA Falls Church NA
## 55 22101 1690329600 VA Mclean NA
## 56 22102 1702512000 VA McLean NA
## 57 22202 1705363200 VA Arlington NA
## 58 22203 1701043200 VA Arlington NA
## 59 22209 1690243200 VA Arlington NA
## 60 22209 1685404800 VA Arlington NA
## 61 22209 1680652800 VA Arlington NA
## 62 22314 1688947200 VA Alexandria NA
## 63 22901 1698278400 VA Charlottesville NA
## 64 22902 1686009600 VA Charlottesville NA
## 65 22902 1692144000 VA Charlottesville NA
## 66 22902 1698364800 VA Charlottesville NA
## 67 22980 1695772800 VA Waynesboro NA
## 68 23059 1688601600 VA Glen Allen NA
## 69 23060 1697068800 VA Richmond NA
## 70 23219 1682899200 VA Richmond NA
## 71 23224 1701734400 VA Richmond NA
## 72 23230 1684886400 VA Richmond 150000
## 73 23236 1698883200 VA Richmond NA
## 74 25301 NA WV Charleston 500000
## 75 25801 1698624000 WV Charleston 55000
## 76 26508 1694476800 WV Mongolia County 500000
## 77 32303 1696896000 FL Tallahassee NA
## 78 49286 1707868800 MI Tecumseh NA
## 79 50010 1684972800 IA Ames 250000
## 80 50010 1681084800 IA Ames 250000
## 81 50014 1684972800 IA Ames 250000
## 82 50023 1679011200 IA Ankeny 100000
## 83 50023 1679011200 IA Ankeny 100000
## 84 50263 1676505600 IA Waukee 175000
## 85 50265 1679011200 IA Des Moines 50000
## 86 50266 1695945600 IA West Des Moines 1000000
## 87 50309 1684972800 IA Des Moines 1000000
## 88 50312 1700179200 IA Des Moines 250000
## 89 50323 1695945600 IA Urbandale 250000
## 90 50325 1674172800 IA Clive 100000
## 91 50511 1676505600 IA Algona 175000
## 92 51401 1674172800 IA Carroll 100000
## 93 52233 1679011200 IA Hiawatha 100000
## 94 52241 1676505600 IA Coralville 500000
## 95 52241 1689897600 IA Coralville 1000000
## 96 52245 1681084800 IA Iowa City 1000000
## 97 52328 1674172800 IA Cedar Rapids 50000
## 98 52333 1684972800 IA Solon 250000
## 99 52353 1681084800 IA Washington 240000
## 100 55066 1685491200 MN Red Wing 500000
## 101 55104 1685491200 MN St Paul 400000
## 102 55113 1685491200 MN Roseville 400000
## 103 55311 1685491200 MN Maple Grove 100000
## 104 55331 1685491200 MN Excelsior 200000
## 105 55345 1685491200 MN Minnetonka 100000
## 106 55391 1685491200 MN Deephaven 100000
## 107 55401 1685491200 MN Minneapolis 100000
## 108 55410 1685491200 MN Minneapolis 160000
## 109 55410 1685491200 MN Minneapolis 250000
## 110 55413 1685491200 MN Minneapolis 100000
## 111 55415 1685491200 MN Minneapolis 400000
## 112 55418 1685491200 MN Minneapolis 143903
## 113 55428 1685491200 MN New Hope 95835
## 114 55438 1685491200 MN Bloomington 200000
## 115 55439 1685491200 MN Eden Prairie 400000
## 116 55901 1685491200 MN Rochester 120000
## 117 55954 1685491200 MN Mabel 500000
## 118 56001 1686096000 MN Mankato 492000
## 119 56292 1685491200 MN Vesta 63988
## 120 56573 1686096000 MN Perham 90225
## 121 57104 1681257600 SD Sioux Falls 3000000
## 122 58047 1680912000 ND Horace NA
## 123 58078 1689206400 ND West Fargo NA
## 124 58102 1678320000 ND Fargo NA
## 125 58102 1689206400 ND Fargo NA
## 126 58102 1679529600 ND Fargo NA
## 127 58103 1677628800 ND Fargo 1250000
## 128 58104 1679529600 ND Fargo NA
## 129 58201 1680912000 ND Grand Forks NA
## 130 58201 1679529600 ND Grand Forks NA
## 131 58202 1683590400 ND Grand Forks 2500000
## 132 58503 1689206400 ND Bismarck NA
## 133 58801 1696377600 ND Williston NA
## 134 63102 1682985600 MO St. Louis NA
## 135 63102 1691625600 MO St. Louis NA
## 136 63103 1682985600 MO St. Louis NA
## 137 63103 1682985600 MO St. Louis NA
## 138 63103 1677024000 MO St. Louis NA
## 139 63108 1677024000 MO St. Louis NA
## 140 63110 1682985600 MO St. Louis NA
## 141 63110 1691625600 MO St. Louis NA
## 142 63110 1691625600 MO St. Louis NA
## 143 63112 1691625600 MO St. Louis NA
## 144 63130 1691625600 MO St. Louis NA
## 145 63132 1677024000 MO Creve Coeur NA
## 146 63132 1677024000 MO St. Louis NA
## 147 63139 1677024000 MO St. Louis NA
## 148 63141 1682985600 MO St. Louis NA
## 149 64105 1668470400 KS Kansas City NA
## 150 64108 1691625600 MO Kansas City NA
## 151 64108 1691625600 MO Kansas City NA
## 152 64113 1682985600 MO Kansas City NA
## 153 64114 1686873600 KS Olathe NA
## 154 64119 1691625600 MO Kansas City NA
## 155 65203 1676851200 MO Columbia NA
## 156 65810 1677024000 MO Springfield NA
## 157 66002 1681257600 KS Hays NA
## 158 66006 1688515200 KS Baldwin City NA
## 159 66006 1678060800 KS Baldwin City NA
## 160 66013 1678060800 KS Bucyrus NA
## 161 66044 1688428800 KS Lawrence NA
## 162 66049 1688515200 KS Lawrence NA
## 163 66049 1688428800 KS Lawrence NA
## 164 66061 1668470400 KS Olathe NA
## 165 66061 1688428800 KS Olathe NA
## 166 66061 1670889600 KS Wichita NA
## 167 66062 1688515200 KS Olathe NA
## 168 66102 1688515200 KS Kansas City NA
## 169 66210 1681430400 KS Olathe NA
## 170 66210 1688428800 KS Ellis NA
## 171 66211 1681257600 KS Overland Park NA
## 172 66211 1688428800 KS Overland Park NA
## 173 66214 1681257600 KS Shawnee NA
## 174 66215 1681257600 KS Lenexa NA
## 175 66216 1686873600 KS Shawnee NA
## 176 66221 1677024000 MO Overland Park NA
## 177 66401 1692489600 KS Alma NA
## 178 66409 1678060800 KS Berryton NA
## 179 66441 1688428800 KS Junction City NA
## 180 66502 1688515200 KS Manhattan NA
## 181 66502 1678060800 KS Manhattan NA
## 182 66502 1679961600 KS Manhattan NA
## 183 66502 1688515200 KS Manhattan NA
## 184 66608 1681257600 KS Topeka NA
## 185 66610 1678060800 KS Topeka NA
## 186 66801 1692489600 KS Emporia NA
## 187 66968 1688428800 KS Washington NA
## 188 67010 1668470400 KS Neodesha NA
## 189 67202 1692489600 KS Wichita NA
## 190 67214 1681257600 KS Derby NA
## 191 67226 1688515200 KS Wichita NA
## 192 67226 1688515200 KS Wichita NA
## 193 67226 1692489600 KS Wichita NA
## 194 67226 1688428800 KS Wichita NA
## 195 67401 1681257600 KS Salina NA
## 196 67401 1667865600 KS Salina NA
## 197 67401 1678060800 KS Salina NA
## 198 67432 1681257600 KS Clay Center NA
## 199 67473 1686873600 KS Osborne NA
## 200 67501 1681257600 KS Hutchinson 89000
## 201 67502 1686873600 KS Hutchinson NA
## 202 67529 1692489600 KS Garfield NA
## 203 67530 1688428800 KS Great Bend NA
## 204 67601 1681257600 KS Hays NA
## 205 67601 1686873600 KS Hays NA
## 206 67642 1688428800 KS Hill City NA
## 207 67756 1692489600 KS St. Francis NA
## 208 67761 1688428800 KS Wallace NA
## 209 67801 1686873600 KS Dodge City NA
## 210 67801 1686873600 KS Dodge City NA
## 211 67861 1688515200 KS Leoti NA
## 212 67879 1692489600 KS Tribune NA
## 213 68504 1681689600 NE Lincoln 500000
## 214 72417 1687910400 NY New York 250000
## 215 81211 1681689600 CO Buena Vista 2500000
## 216 82001 1691020800 WY Cheyenne NA
## 217 82001 1697068800 WY Cheyenne NA
## 218 89104 1682985600 NV Las Vegas 150000
## 219 89113 1699833600 NV Las Vegas NA
## Type
## 1 Loan
## 2 <NA>
## 3 <NA>
## 4 Equity or Convertible Note
## 5 Equity
## 6 Loan
## 7 Equity
## 8 Equity
## 9 Convertible Note or convertible preferred equity
## 10 <NA>
## 11 <NA>
## 12 Equity or Convertible Note
## 13 Equity or Convertible Note
## 14 Equity or Convertible Note
## 15 Equity or Convertible Note
## 16 Loan
## 17 Loan
## 18 Loan
## 19 Loan
## 20 Loan
## 21 Loan
## 22 Equity
## 23 Equity
## 24 Equity
## 25 Equity
## 26 Equity
## 27 Equity
## 28 Equity
## 29 Equity
## 30 Loan
## 31 Equity
## 32 Equity
## 33 Equity
## 34 Equity
## 35 Equity or Convertible Note
## 36 Equity
## 37 Equity
## 38 Equity
## 39 Equity
## 40 Equity or Convertible Note
## 41 Equity
## 42 Loan
## 43 Equity
## 44 Equity
## 45 Equity
## 46 Equity or Convertible Note
## 47 Equity or Convertible Note
## 48 Equity or Convertible Note
## 49 Convertible Note
## 50 Equity
## 51 Equity or Convertible Note
## 52 Equity
## 53 Equity
## 54 Equity
## 55 Equity
## 56 Equity
## 57 Equity
## 58 Equity
## 59 Equity
## 60 Equity
## 61 Equity
## 62 Equity
## 63 Equity
## 64 Equity
## 65 Equity
## 66 Equity
## 67 Equity
## 68 Equity
## 69 Equity
## 70 Equity
## 71 Equity
## 72 Equity
## 73 Equity
## 74 Loan
## 75 Equity
## 76 Loan
## 77 Loan
## 78 Loan (Cash Collatoral Account)
## 79 Loan
## 80 Loan
## 81 Loan
## 82 Loan
## 83 Loan
## 84 Loan
## 85 Loan
## 86 Loan
## 87 Loan
## 88 Loan
## 89 Loan
## 90 Loan
## 91 Loan
## 92 Loan
## 93 Loan
## 94 Loan
## 95 Loan
## 96 Loan
## 97 Loan
## 98 Loan
## 99 Loan
## 100 Loan
## 101 Loan
## 102 Loan
## 103 Loan
## 104 Loan
## 105 Loan
## 106 Loan
## 107 Loan
## 108 Loan
## 109 Loan
## 110 Loan
## 111 Loan
## 112 Loan
## 113 Loan
## 114 Loan
## 115 Loan
## 116 Loan
## 117 Loan
## 118 Loan
## 119 Loan
## 120 Loan
## 121 Loan
## 122 Equity or Convertible Note
## 123 Equity or Convertible Note
## 124 Equity or Convertible Note
## 125 Equity or Convertible Note
## 126 Equity or Convertible Note
## 127 Equity
## 128 Equity or Convertible Note
## 129 Equity or Convertible Note
## 130 Equity or Convertible Note
## 131 Equity
## 132 Equity or Convertible Note
## 133 Equity
## 134 Equity or Convertible Note
## 135 Equity or Convertible Note
## 136 Equity or Convertible Note
## 137 Equity or Convertible Note
## 138 Equity or Convertible Note
## 139 Equity or Convertible Note
## 140 Equity or Convertible Note
## 141 Equity or Convertible Note
## 142 Equity or Convertible Note
## 143 Equity or Convertible Note
## 144 Equity or Convertible Note
## 145 Equity or Convertible Note
## 146 Equity or Convertible Note
## 147 Equity or Convertible Note
## 148 Equity or Convertible Note
## 149 Equity
## 150 Equity or Convertible Note
## 151 Equity or Convertible Note
## 152 Equity or Convertible Note
## 153 Loan
## 154 Equity or Convertible Note
## 155 Equity or Convertible Note
## 156 Equity or Convertible Note
## 157 Loan
## 158 Loan
## 159 Loan
## 160 Loan
## 161 Loan
## 162 Equity
## 163 Loan
## 164 Equity
## 165 Loan
## 166 Equity
## 167 Loan
## 168 Loan
## 169 <NA>
## 170 Loan
## 171 Equity
## 172 Loan
## 173 Loan
## 174 Equity
## 175 Loan
## 176 Equity or Convertible Note
## 177 Loan
## 178 Loan
## 179 Loan
## 180 Loan
## 181 Loan
## 182 Equity
## 183 Loan
## 184 Loan
## 185 Loan
## 186 Loan
## 187 Loan
## 188 <NA>
## 189 Loan
## 190 Loan
## 191 Equity
## 192 Loan
## 193 Loan
## 194 Loan
## 195 Loan
## 196 <NA>
## 197 Loan
## 198 Loan
## 199 Loan
## 200 Loan
## 201 Loan
## 202 Loan
## 203 Loan
## 204 Loan
## 205 Loan
## 206 Loan
## 207 Loan
## 208 Loan
## 209 Loan
## 210 Loan
## 211 Equity
## 212 Loan
## 213 Loan
## 214 Equity or Convertible Note
## 215 Loan
## 216 Equity
## 217 Equity
## 218 <NA>
## 219 Equity
## Innovative Finance? Program Type
## 1 <NA> <NA>
## 2 <NA> <NA>
## 3 <NA> <NA>
## 4 <NA> Direct VC
## 5 <NA> Direct VC
## 6 <NA> <NA>
## 7 <NA> Direct VC
## 8 <NA> Direct VC
## 9 Convertible Note or convertible preferred equity Direct VC
## 10 <NA> <NA>
## 11 <NA> OCSP - Other
## 12 <NA> Direct VC
## 13 <NA> Direct VC
## 14 <NA> Direct VC
## 15 <NA> Direct VC
## 16 <NA> LPP
## 17 <NA> <NA>
## 18 <NA> <NA>
## 19 <NA> LPP
## 20 <NA> LPP
## 21 <NA> LPP
## 22 BFTP Direct VC
## 23 BFTP Direct VC
## 24 BFTP Direct VC
## 25 BFTP Direct VC
## 26 BFTP Direct VC
## 27 BFTP Direct VC
## 28 BFTP Direct VC
## 29 BFTP Direct VC
## 30 <NA> <NA>
## 31 <NA> Direct VC
## 32 <NA> Direct VC
## 33 <NA> Direct VC
## 34 <NA> Direct VC
## 35 <NA> Direct VC
## 36 <NA> <NA>
## 37 <NA> Direct VC
## 38 <NA> Direct VC
## 39 <NA> Direct VC
## 40 <NA> Direct VC
## 41 <NA> Direct VC
## 42 <NA> <NA>
## 43 <NA> Direct VC
## 44 <NA> Direct VC
## 45 <NA> Direct VC
## 46 <NA> Direct VC
## 47 <NA> Direct VC
## 48 <NA> Direct VC
## 49 Convertible Note Direct VC
## 50 <NA> Direct VC
## 51 <NA> Direct VC
## 52 <NA> Direct VC
## 53 <NA> Direct VC
## 54 <NA> Direct VC
## 55 <NA> Direct VC
## 56 <NA> Direct VC
## 57 <NA> Direct VC
## 58 <NA> Direct VC
## 59 <NA> Direct VC
## 60 <NA> Direct VC
## 61 <NA> Direct VC
## 62 <NA> Direct VC
## 63 <NA> Direct VC
## 64 <NA> Direct VC
## 65 <NA> Direct VC
## 66 <NA> Direct VC
## 67 <NA> Direct VC
## 68 <NA> Direct VC
## 69 <NA> Direct VC
## 70 <NA> Direct VC
## 71 <NA> Direct VC
## 72 <NA> Direct VC
## 73 <NA> Direct VC
## 74 <NA> LPP
## 75 <NA> Direct VC
## 76 <NA> LPP
## 77 <NA> <NA>
## 78 <NA> <NA>
## 79 RBF (potentially) OCSP
## 80 <NA> OCSP
## 81 RBF (potentially) OCSP
## 82 RBF (potentially) OCSP
## 83 RBF (potentially) OCSP
## 84 RBF (potentially) OCSP
## 85 Royalty financing OCSP
## 86 <NA> OCSP
## 87 <NA> OCSP
## 88 <NA> OCSP
## 89 <NA> OCSP
## 90 RBF (potentially) OCSP
## 91 Likely not RBF OCSP
## 92 RBF (potentially) OCSP
## 93 RBF (potentially) OCSP
## 94 RBF (potentially) OCSP
## 95 <NA> OCSP
## 96 <NA> OCSP
## 97 Royalty financing OCSP
## 98 RBF (potentially) OCSP
## 99 <NA> OCSP
## 100 <NA> LPP
## 101 <NA> OCSP
## 102 <NA> OCSP
## 103 <NA> OCSP
## 104 <NA> OCSP
## 105 <NA> OCSP
## 106 <NA> OCSP
## 107 <NA> OCSP
## 108 <NA> OCSP
## 109 <NA> OCSP
## 110 <NA> OCSP
## 111 <NA> OCSP
## 112 <NA> LPP
## 113 <NA> LPP
## 114 <NA> OCSP
## 115 <NA> OCSP
## 116 <NA> OCSP
## 117 <NA> LPP
## 118 <NA> LPP
## 119 <NA> LPP
## 120 <NA> LPP
## 121 <NA> LPP
## 122 <NA> Direct VC
## 123 <NA> Direct VC
## 124 <NA> Direct VC
## 125 <NA> Direct VC
## 126 <NA> Direct VC
## 127 <NA> Direct VC
## 128 <NA> Direct VC
## 129 <NA> Direct VC
## 130 <NA> Direct VC
## 131 <NA> Direct VC
## 132 <NA> Direct VC
## 133 <NA> Direct VC
## 134 <NA> Direct VC
## 135 <NA> Direct VC
## 136 <NA> Direct VC
## 137 <NA> Direct VC
## 138 <NA> Direct VC
## 139 <NA> Direct VC
## 140 <NA> Direct VC
## 141 <NA> Direct VC
## 142 <NA> Direct VC
## 143 <NA> Direct VC
## 144 <NA> Direct VC
## 145 <NA> Direct VC
## 146 <NA> Direct VC
## 147 <NA> Direct VC
## 148 <NA> Direct VC
## 149 <NA> Direct VC
## 150 <NA> Direct VC
## 151 <NA> Direct VC
## 152 <NA> Direct VC
## 153 <NA> LPP
## 154 <NA> Direct VC
## 155 <NA> Direct VC
## 156 <NA> Direct VC
## 157 <NA> LPP
## 158 <NA> LPP
## 159 <NA> LPP
## 160 <NA> LPP
## 161 <NA> LPP
## 162 <NA> Direct VC
## 163 <NA> LPP
## 164 <NA> Direct VC
## 165 <NA> LPP
## 166 <NA> Direct VC
## 167 <NA> LPP
## 168 <NA> LPP
## 169 <NA> <NA>
## 170 <NA> LPP
## 171 <NA> Direct VC
## 172 <NA> LPP
## 173 <NA> LPP
## 174 <NA> Direct VC
## 175 <NA> LPP
## 176 <NA> Direct VC
## 177 <NA> <NA>
## 178 <NA> LPP
## 179 <NA> LPP
## 180 <NA> LPP
## 181 <NA> LPP
## 182 <NA> Direct VC
## 183 <NA> LPP
## 184 <NA> LPP
## 185 <NA> LPP
## 186 <NA> <NA>
## 187 <NA> LPP
## 188 <NA> <NA>
## 189 <NA> <NA>
## 190 <NA> LPP
## 191 <NA> Direct VC
## 192 <NA> LPP
## 193 <NA> <NA>
## 194 <NA> LPP
## 195 <NA> LPP
## 196 <NA> <NA>
## 197 <NA> LPP
## 198 <NA> LPP
## 199 <NA> LPP
## 200 <NA> LPP
## 201 <NA> LPP
## 202 <NA> <NA>
## 203 <NA> LPP
## 204 <NA> LPP
## 205 <NA> LPP
## 206 <NA> LPP
## 207 <NA> <NA>
## 208 <NA> LPP
## 209 <NA> LPP
## 210 <NA> LPP
## 211 <NA> Direct VC
## 212 <NA> <NA>
## 213 <NA> LPP
## 214 <NA> Direct VC
## 215 Evergreen Cash Collateral Support CSP
## 216 <NA> Direct VC
## 217 <NA> Direct VC
## 218 <NA> <NA>
## 219 <NA> Pre-Seed Venture Capital
## Program/Fund Name
## 1 <NA>
## 2 Loan Guarantee Program
## 3 Loan Guarantee Program
## 4 Pre-Seed or Seed Fund
## 5 Deep Tech Diversity Venture Fund
## 6 <NA>
## 7 Deep Tech Diversity Venture Fund
## 8 Deep Tech Diversity Venture Fund
## 9 Maine Venture Fund
## 10 <NA>
## 11 NJEDA’s Angel Match Program
## 12 Pre-Seed or Seed Fund
## 13 Pre-Seed or Seed Fund
## 14 Pre-Seed or Seed Fund
## 15 Pre-Seed or Seed Fund
## 16 Capital Project Loan Fund
## 17 <NA>
## 18 <NA>
## 19 PA-SSBCI Revolving Loan Fund Program
## 20 PA-SSBCI Revolving Loan Fund Program
## 21 PA-SSBCI Revoloving Loan Fund LPP
## 22 PA-SSBCI Equity Capital Program
## 23 PA-SSBCI Equity Capital Program
## 24 PA-SSBCI Equity Capital Program
## 25 PA-SSBCI Equity Capital Program
## 26 PA-SSBCI Equity Capital Program
## 27 PA-SSBCI Equity Capital Program
## 28 PA-SSBCI Equity Capital Program
## 29 PA-SSBCI Equity Capital Program
## 30 <NA>
## 31 SSBCI Venture Capital Program (Direct)
## 32 SSBCI Venture Capital Program (Direct)
## 33 Equity Capital Program
## 34 Equity Capital Program
## 35 Social Impact Fund
## 36 <NA>
## 37 Seed Fund
## 38 Seed Fund
## 39 Seed Fund
## 40 Social Impact Fund
## 41 Venture Funds
## 42 <NA>
## 43 Venture Funds
## 44 Venture Funds
## 45 Venture Funds
## 46 Social Impact Fund
## 47 Social Impact Fund
## 48 Social Impact Fund
## 49 Social Impact Pre-Seed Builder Fund
## 50 Seed Fund
## 51 Social Impact Fund
## 52 Venture Funds
## 53 SSBCI Venture Capital Program (Direct)
## 54 SSBCI Venture Capital Program (Direct)
## 55 SSBCI Venture Capital Program (Direct)
## 56 Equity Capital Program
## 57 Equity Capital Program
## 58 Equity Capital Program
## 59 SSBCI Venture Capital Program (Direct)
## 60 SSBCI Venture Capital Program (Direct)
## 61 SSBCI Venture Capital Program (Direct)
## 62 SSBCI Venture Capital Program (Direct)
## 63 Equity Capital Program
## 64 SSBCI Venture Capital Program (Direct)
## 65 SSBCI Venture Capital Program (Direct)
## 66 Equity Capital Program
## 67 Equity Capital Program
## 68 SSBCI Venture Capital Program (Direct)
## 69 Equity Capital Program
## 70 SSBCI Venture Capital Program (Direct)
## 71 Equity Capital Program
## 72 SSBCI Venture Capital Program (Direct)
## 73 Equity Capital Program
## 74 Subordinated Debt Fund
## 75 West Virginia Capital Access Program (WVCAP)
## 76 West Virginia Capital Access Program
## 77 <NA>
## 78 <NA>
## 79 Innovation Acceleration Launch Fund Loan
## 80 Innovation Acceleration Expansion Fund Loan
## 81 Innovation Acceleration Launch Fund Loan
## 82 Demonstration Loan Fund
## 83 Demonstration Loan Fund
## 84 Demonstration Loan Fund
## 85 Proof of Commerical Relevance Loan
## 86 Innovation Acceleration Expansion Fund Loan
## 87 Innovation Acceleration Expansion Fund Loan
## 88 Innovation Acceleration Expansion Fund Loan
## 89 Innovation Acceleration Launch Fund Loan
## 90 Demonstration Loan Fund
## 91 Demonstration Loan Fund
## 92 Demonstration Loan Fund
## 93 Demonstration Loan Fund
## 94 Innovation Acceleration Propel Loan
## 95 Innovation Acceleration Expansion Fund
## 96 Innovation Acceleration Expansion Fund Loan
## 97 Proof of Commerical Relevance Loan
## 98 Innovation Acceleration Launch Fund Loan
## 99 Innovation Acceleration Expansion Fund Loan
## 100 Automation Loan Participation Program
## 101 Growth Loan Fund
## 102 Growth Loan Fund
## 103 Growth Loan Fund
## 104 Growth Loan Fund
## 105 Growth Loan Fund
## 106 Growth Loan Fund
## 107 Growth Loan Fund
## 108 Growth Loan Fund
## 109 Growth Loan Fund
## 110 Growth Loan Fund
## 111 Growth Loan Fund
## 112 Automation Loan Participation Program
## 113 Automation Loan Participation Program
## 114 Growth Loan Fund
## 115 Growth Loan Fund
## 116 Growth Loan Fund
## 117 Automation Loan Participation Program
## 118 Automation Loan Participation Program
## 119 Automation Loan Participation Program
## 120 Automation Loan Participation Program
## 121 South Dakota Works
## 122 Angel Match Program
## 123 Angel Match Program
## 124 Angel Match Program
## 125 Angel Match Program
## 126 Angel Match Program
## 127 Wonder Fund
## 128 Angel Match Program
## 129 Angel Match Program
## 130 Angel Match Program
## 131 Wonder Fund
## 132 Angel Match Program
## 133 Angel Match Program
## 134 IDEA Fund
## 135 IDEA Fund
## 136 IDEA Fund
## 137 IDEA Fund
## 138 IDEA Fund
## 139 IDEA Fund
## 140 IDEA Fund
## 141 IDEA Fund
## 142 IDEA Fund
## 143 IDEA Fund
## 144 IDEA Fund
## 145 IDEA Fund
## 146 IDEA Fund
## 147 IDEA Fund
## 148 IDEA Fund
## 149 GROWKS Angel Capital Support Program
## 150 IDEA Fund
## 151 IDEA Fund
## 152 IDEA Fund
## 153 GROWKS Loan Fund
## 154 IDEA Fund
## 155 IDEA Fund
## 156 IDEA Fund
## 157 GROWKS Loan Fund
## 158 GROWKS Loan Fund
## 159 GROWKS Loan Fund
## 160 GROWKS Loan Fund
## 161 GROWKS Loan Fund
## 162 GROWKS Angel Capital Support Program
## 163 GROWKS Loan Fund
## 164 GROWKS Angel Capital Support Program
## 165 GROWKS Loan Fund
## 166 GROWKS Angel Capital Support Program
## 167 GROWKS Loan Fund
## 168 GROWKS Loan Fund
## 169 <NA>
## 170 GROWKS Loan Fund
## 171 GROWKS Angel Capital Support Program
## 172 GROWKS Loan Fund
## 173 GROWKS Loan Fund
## 174 GROWKS Angel Capital Support Program
## 175 GROWKS Loan Fund
## 176 IDEA Fund
## 177 GROWKS Loan Fund
## 178 GROWKS Loan Fund
## 179 GROWKS Loan Fund
## 180 GROWKS Loan Fund
## 181 GROWKS Loan Fund
## 182 GROWKS Angel Capital Support Program
## 183 GROWKS Loan Fund
## 184 GROWKS Loan Fund
## 185 GROWKS Loan Fund
## 186 GROWKS Loan Fund
## 187 GROWKS Loan Fund
## 188 <NA>
## 189 GROWKS Loan Fund
## 190 GROWKS Loan Fund
## 191 GROWKS Angel Capital Support Program
## 192 GROWKS Loan Fund
## 193 GROWKS Loan Fund
## 194 GROWKS Loan Fund
## 195 GROWKS Loan Fund
## 196 <NA>
## 197 GROWKS Loan Fund
## 198 GROWKS Loan Fund
## 199 GROWKS Loan Fund
## 200 GROWKS Loan Fund
## 201 GROWKS Loan Fund
## 202 GROWKS Loan Fund
## 203 GROWKS Loan Fund
## 204 GROWKS Loan Fund
## 205 GROWKS Loan Fund
## 206 GROWKS Loan Fund
## 207 GROWKS Loan Fund
## 208 GROWKS Loan Fund
## 209 GROWKS Loan Fund
## 210 GROWKS Loan Fund
## 211 GROWKS Angel Capital Support Program
## 212 GROWKS Loan Fund
## 213 Nebraska Growth Loan Fund
## 214 Pre-Seed or Seed Fund
## 215 Cash CSP
## 216 Wyoming Venture Capital Fund
## 217 Wyoming Venture Capital Fund
## 218 <NA>
## 219 FundNV
## Business Name Sector
## 1 Biosimilar Sciences & Ocyon Bio Manufacturing
## 2 <NA> Main Street
## 3 <NA> Main Street
## 4 Osteologic High Growth
## 5 JetCool Supplier
## 6 Advanced Veterinary Specialty Center Main Street
## 7 Aeroshield Supplier
## 8 Cyvl.ai High Growth
## 9 TimberHP Supplier
## 10 Roundtrip EV Solutions <NA>
## 11 vipHomeLink Holdings, Inc. High Growth
## 12 WATS (Waste Administration and Tracking Software) High Growth
## 13 Neon Wild High Growth
## 14 Upfront High Growth
## 15 Ubiquitx High Growth
## 16 Chester Agricultural Center <NA>
## 17 Café Des Amis Main Street
## 18 St. Paul Baptist Church Main Street
## 19 Idea, LLC/Lonely Monk Coffee Roasting Main Street
## 20 Latino Connection, LLC Main Street
## 21 <NA> Main Street
## 22 MXTR Automation High Growth
## 23 Spoke Sciences Inc High Growth
## 24 UBMe High Growth
## 25 Saladax Biomedical High Growth
## 26 LifeAire Systems Manufacturing
## 27 Grovara Supplier
## 28 PolicyMap High Growth
## 29 Hanimune Therapeutics High Growth
## 30 Odds and Ends Main Street
## 31 Electra.aero High Growth
## 32 Green Tech Ventures, Inc. dba TrueAlgae High Growth
## 33 Blue Vigil, LLC High Growth
## 34 Applied Impact Robotics Inc. High Growth
## 35 NasaClip High Growth
## 36 Medcura, Inc High Growth
## 37 AGED Diagnostics High Growth
## 38 Flexnode, Inc. High Growth
## 39 N5 Sensors High Growth
## 40 Givhero High Growth
## 41 Hememics Biotechnologies High Growth
## 42 One Leg Up Pets Main Street
## 43 Longeviti Neuro Solutions High Growth
## 44 KaloCyte High Growth
## 45 Cerebro Capital High Growth
## 46 JuneBrain Inc High Growth
## 47 Equity Brain Trust High Growth
## 48 Novel Microdevices High Growth
## 49 CyDeploy High Growth
## 50 Nanocrine High Growth
## 51 Elite Gaming Live High Growth
## 52 Clene Nanomedicine Inc. High Growth
## 53 Kinometrix High Growth
## 54 Sunny Day Fund Solutions High Growth
## 55 8Myles Main Street
## 56 FourStay Inc. dba 4stay High Growth
## 57 ElectroTempo, Inc. <NA>
## 58 Sedaro Corporation. High Growth
## 59 Predict Health High Growth
## 60 Wellthi High Growth
## 61 AtWork Systems High Growth
## 62 OpsCanvas High Growth
## 63 NoBull Burger Main Street?
## 64 Novela Main Street
## 65 Luminoah High Growth
## 66 Owl Peak Technologies, Inc. High Growth
## 67 ThinkGenetic, Inc High Growth
## 68 Liquet Medical High Growth
## 69 Trubit, Inc. dba Joltz High Growth
## 70 BrainBox High Growth
## 71 MedPhlow, LLC. High Growth
## 72 Babylon Micro-Farms Main Street
## 73 Warehowz Inc. High Growth
## 74 <NA> Main Street
## 75 Blankenship Real Estate Properties, LLC Main Street
## 76 RealX Ventures, Inc. High Growth
## 77 Miracles in Me Main Street
## 78 Extrunet America <NA>
## 79 Distynct Inc <NA>
## 80 Nebullam Inc Main Street
## 81 Haber Technologies <NA>
## 82 AxisU High Growth
## 83 Enceinte Health Inc High Growth
## 84 Bristola High Growth
## 85 MetaFuel High Growth
## 86 Mach Acquisition, Inc. High Growth
## 87 Pitchly inc High Growth
## 88 Hummingbirds High Growth
## 89 ClinicNote High Growth
## 90 Above Par Tech of Iowa High Growth
## 91 Kinetic Technologies Inc. Supplier
## 92 Classroom Clinic High Growth
## 93 Shaka Culture Inc High Growth
## 94 InteliSee High Growth
## 95 VIDA Diagnostics High Growth
## 96 SmartScripts Holdings High Growth
## 97 Cavergence Inc High Growth
## 98 SwineTech <NA>
## 99 Continuum Ag <NA>
## 100 Food Service Specialties Manufacturing
## 101 Nucleic Sensing Systems High Growth
## 102 Martell Diagnostic Laboratories High Growth
## 103 Morari Medical High Growth
## 104 Neuraworx Medical Technologies High Growth
## 105 ProcessBolt High Growth
## 106 Raise a Hood High Growth
## 107 SAB Co Software High Growth
## 108 Renew Power Systems <NA>
## 109 NETZRO Manufacturing
## 110 DOCSI High Growth
## 111 ZeSa Main Street
## 112 Fit Butters Main Street
## 113 The Amazing Chickpea Main Street
## 114 Eva Medtec High Growth
## 115 BioMagnetic Sciences High Growth
## 116 Nanodropper Manufacturing
## 117 Steuart Contract Packaging Supplier
## 118 AmeriStar Manufacturing Manufacturing
## 119 TigerTough Manufacturing
## 120 Industrial Finishing Services, Inc. Supplier
## 121 Engineered Truss Systems Supplier
## 122 TheraTec, Inc. High Growth
## 123 Homekeepr (Preferred Partners Community) High Growth
## 124 Project Phoenix Technoligies (Devii) High Growth
## 125 WalkWise High Growth
## 126 FarmQA <NA>
## 127 LandTrust <NA>
## 128 BWR Innovations Manufacturing
## 129 Fenworks, Inc. High Growth
## 130 Tailorie High Growth
## 131 Thread High Growth
## 132 Learnery High Growth
## 133 Wheelhouse Games <NA>
## 134 Advocado High Growth
## 135 CapyBio High Growth
## 136 Amptify High Growth
## 137 Echelon Med Tech High Growth
## 138 Readout, Inc. High Growth
## 139 NuPeak Therapeutics High Growth
## 140 Aegis Digital Health High Growth
## 141 Caeli Vascular Inc High Growth
## 142 RevivBio High Growth
## 143 Rezilient Health High Growth
## 144 Whistle Systems High Growth
## 145 Edison Agrosciences High Growth
## 146 Solis Agrosciences High Growth
## 147 Navigate Oncology Solutions High Growth
## 148 InUnison High Growth
## 149 Celerity Enterprises High Growth
## 150 SaRA Health High Growth
## 151 Serviam Care Network High Growth
## 152 Marma Nutrition High Growth
## 153 Collar Club Main Street
## 154 Sailes High Growth
## 155 Healium High Growth
## 156 Allumin8 High Growth
## 157 Carrigan Lumber Company II Supplier
## 158 Rodrock Chiropractic Main Street
## 159 Axiom Partners Main Street
## 160 A&M Powder Coating Supplier
## 161 Foundations Commercial Real Estate <NA>
## 162 Ad Astra Integrity Measurement Systems (Invary) High Growth
## 163 Sound Speech Therapy Main Street
## 164 Elias Animal Health High Growth
## 165 Shine Institute of Cosmetology Main Street
## 166 WorkTorch (formerly QuickHire) High Growth
## 167 Love Lifesciences High Growth
## 168 Story Salons Main Street
## 169 Grad Cap Remix Main Street
## 170 Gurkirpa Real Estate Investment Group Main Street
## 171 DataAppraisal High Growth
## 172 SnapIT Solutions High Growth
## 173 Arrow Foundation Repair Main Street
## 174 Transportant High Growth
## 175 SMS Veterinary Partners Main Street
## 176 Bryght Labs, Inc High Growth
## 177 The Heritage Home, LLC Main Street
## 178 Vector Electric <NA>
## 179 Honor Screenprinting & Embroidery Supplier
## 180 Parkside Station Main Street
## 181 Razer Precision Instruments <NA>
## 182 GovBuilt High Growth
## 183 Old Danger II <NA>
## 184 Norseman Brewing Company Main Street
## 185 Sommerset Cafe & Catering Main Street
## 186 High Plains Wellness Main Street
## 187 Schomaker Holdings <NA>
## 188 SoHome Kids Foundation Main Street
## 189 Lucky Dogs Boarding Daycare & Grooming Main Street
## 190 Poise Aesthetics Main Street
## 191 West Restaurants Main Street
## 192 Minks LLC Main Street
## 193 Utopia Modern Salon Suites Main Street
## 194 Wichita Bakery Main Street
## 195 Kings Truckin <NA>
## 196 Pho Superman To Go Main Street
## 197 Rios Ventures <NA>
## 198 Joshua B. Girard Chiropractic Main Street
## 199 Sturgeon's Tire & Alignment Main Street
## 200 West 5th Pet Resort Main Street
## 201 Thomas Tea Company Main Street
## 202 Snodgrass Hay Main Street
## 203 Iron Therapy Training Main Street
## 204 Cielo (Las Hefas) <NA>
## 205 JDR Painting Services Main Street
## 206 Mikkelson's Tavern Main Street
## 207 Kingdom Main Street
## 208 Martinek Metal Works Manufacturing
## 209 Chihuas Trucking <NA>
## 210 Red Beard Coffee Main Street
## 211 Sedona Trucking <NA>
## 212 Walk Transport dba Thumper Hardware Main Street
## 213 RealmFive <NA>
## 214 Highnote High Growth
## 215 Fading West Homes Manufacturing
## 216 Language I/O High Growth
## 217 Frontline Wildfire Defense High Growth
## 218 SurgiStream High Growth
## 219 Lucihub High Growth
## Industry NAICS
## 1 Biotech manufacturing NA
## 2 Fishing Supply Operation NA
## 3 Restaurant NA
## 4 PharmaTech NA
## 5 Advanced Materials for Industry - computer chip cooling NA
## 6 Animal Healthcare NA
## 7 Advanced Materials - Windows NA
## 8 AI for civil engineering NA
## 9 Wood fiber manufacturing NA
## 10 EV & Waste Management NA
## 11 Smart Home Tech Industry NA
## 12 Software - waste carbon footprint reduction NA
## 13 AI - family entertainment platform NA
## 14 SaaS - childcare data NA
## 15 AI - BioTech NA
## 16 Ag - farmland lender NA
## 17 Restaurant NA
## 18 Church NA
## 19 Coffee/Bagel Shop NA
## 20 Real Estate NA
## 21 Restaurant NA
## 22 Marketing software NA
## 23 PharmaTech NA
## 24 Experience management platform NA
## 25 BioTech manufacturing NA
## 26 Air purification manufacturing NA
## 27 B2B food/bev platform NA
## 28 Software NA
## 29 Biotech - allergy therapies NA
## 30 Commerical janitorial services NA
## 31 eSTOL Aerospace NA
## 32 AgTech NA
## 33 Construction/Drones NA
## 34 EnergyTech NA
## 35 MedTech - nosebleed treatment NA
## 36 BioTech - surgery device NA
## 37 BioTech NA
## 38 Digitial Infrastructure NA
## 39 Sensor manufacturing - ecological monitoring NA
## 40 Software - HR NA
## 41 BioTech NA
## 42 Pet Care NA
## 43 MedTech - neurosurgery devices NA
## 44 BioTech - artificial red blood cell NA
## 45 FinTech - lending marketplace NA
## 46 Remote patient monitoring NA
## 47 DEI Tech NA
## 48 Medical device NA
## 49 Business Security Systems NA
## 50 BioTech NA
## 51 EdTech NA
## 52 Biopharma - Neurodegenerative Disease NA
## 53 MedTech/AI - fall prevention NA
## 54 Employee benefit/savings platform NA
## 55 B2C subscription meals NA
## 56 EdTech NA
## 57 SaaS TransportationTech NA
## 58 Engineering Software & Tech NA
## 59 HealthTech - healthcare navigation platform NA
## 60 FinTech - mobile baking NA
## 61 Government Contracting SaaS NA
## 62 Software deployment interface NA
## 63 FoodTech Industry NA
## 64 Wedding vendor marketplace NA
## 65 MedTech - nutrition monitoring NA
## 66 MedTech NA
## 67 Healthcare tech / AI NA
## 68 HealthTech - blood clot catheter NA
## 69 FinTech/E-Commerce NA
## 70 MedTech - AI diagnoses NA
## 71 HealthcareTech NA
## 72 Gardening app NA
## 73 LogisticsTech NA
## 74 Food distributor & processor NA
## 75 Real Estate NA
## 76 Solar Industry NA
## 77 Child Care Center NA
## 78 Machinery and tooling NA
## 79 AgTech - livestock systems NA
## 80 B2C subscription produce NA
## 81 AgTech - grain management automation 115116
## 82 Software - job matching & training NA
## 83 HealthTech - healthcare monitor NA
## 84 Renewable Energy Tech and Liquid Storage NA
## 85 Software - transportation tax management NA
## 86 Vehicle Automation Software/Hardware NA
## 87 SaaS NA
## 88 SaaS NA
## 89 Clinic Management Software NA
## 90 Tech - turf spray GPS NA
## 91 Welding Robots NA
## 92 HealthTech - school mental health platform NA
## 93 Software - work culture programs 51518
## 94 AI for Surveillance Video NA
## 95 MedTech - Lung therapy services NA
## 96 Pharmaceutical Data NA
## 97 Software - construction project management NA
## 98 AgTech - software NA
## 99 AgTech - Soil Health/Regenerative Ag NA
## 100 Food production NA
## 101 BioTech - ecological monitoring NA
## 102 MedTech - cancer blood tests NA
## 103 MedTech - wearable NA
## 104 MedTech NA
## 105 Software - cybersecurity NA
## 106 AI - vehicle maintence system NA
## 107 Software - company insurance NA
## 108 Electricity tech - inverters NA
## 109 Food upcycling equipment/tech NA
## 110 Software - healthcare management NA
## 111 Fitness program NA
## 112 Food NA
## 113 Food NA
## 114 MedTech NA
## 115 Medical device manufacturing NA
## 116 Medical device manufacturing NA
## 117 Supplement packaging NA
## 118 Metal fabrication manufacturing NA
## 119 Seat Cover Manufacturing NA
## 120 Industrial coating/finishing NA
## 121 Construction/Building Manufacturing NA
## 122 HealthTech - Wearables NA
## 123 Online moving services NA
## 124 Software - coding NA
## 125 MedTech - remote monitoring for walkers NA
## 126 AgTech NA
## 127 Land sharing marketplace for hunting NA
## 128 Manufacturing - hydrogen generators NA
## 129 EdTech - Drone Racing NA
## 130 Marketing software NA
## 131 Software - robotics inspection system NA
## 132 Workplace training software NA
## 133 Application Development NA
## 134 AdTech NA
## 135 BioTech NA
## 136 MedTech NA
## 137 MedTech NA
## 138 HealthTech NA
## 139 BioPharma NA
## 140 MedTech NA
## 141 MedTech NA
## 142 BioTech NA
## 143 MedTech NA
## 144 Workforce Management Tech NA
## 145 AgTech/BioTech NA
## 146 AgTech NA
## 147 MedTech NA
## 148 Social Networking/Tech NA
## 149 SaaS financial platform NA
## 150 HealthTech NA
## 151 HealthTech NA
## 152 MedTech NA
## 153 Pet care NA
## 154 Sales/Marketing Tech NA
## 155 HealthTech/DigitalHealth NA
## 156 MedTech NA
## 157 Lumber & construction materials NA
## 158 Chiropractor NA
## 159 Legal & law enforcement consulting services NA
## 160 Vehicle coating NA
## 161 Commerical real estate NA
## 162 Academic planning programing NA
## 163 Healthcare NA
## 164 Med/BioTech - pets NA
## 165 Cosmetology school NA
## 166 SaaS HR NA
## 167 MedTech - injection device 541714
## 168 Salon NA
## 169 Apparel - Graduation Cap NA
## 170 Restaurant - A&W franchise NA
## 171 AI appraisal software for healthcare NA
## 172 Tech training & IT solutions NA
## 173 Building foundation repair NA
## 174 School bus information system NA
## 175 Veterinarian NA
## 176 Consumer Electronics / Software Dev NA
## 177 Senior Living NA
## 178 Electric system maintance & construction NA
## 179 Commerical & consumer screenprinting NA
## 180 Restaurant NA
## 181 <NA> NA
## 182 GovTech NA
## 183 <NA> NA
## 184 Brewery NA
## 185 Restaurant NA
## 186 Wellness Center NA
## 187 <NA> NA
## 188 Foster care facilities NA
## 189 Pet care NA
## 190 Aesthetician NA
## 191 Restaurant NA
## 192 Beauty salon NA
## 193 Salon NA
## 194 Bakery NA
## 195 Trucking NA
## 196 Restaurant NA
## 197 <NA> NA
## 198 Chiropractor NA
## 199 Auto mechanic NA
## 200 Pet Care NA
## 201 Beverage storefront NA
## 202 Agriculture NA
## 203 Fitness program NA
## 204 <NA> NA
## 205 Residential painting services NA
## 206 Restaurant NA
## 207 <NA> NA
## 208 Metal fabrication NA
## 209 Trucking NA
## 210 Coffee shop 722515
## 211 Trucking NA
## 212 Hardware Store NA
## 213 AgTech NA
## 214 Software - audio production NA
## 215 Modular home manufacturing NA
## 216 Software - customer service language translation NA
## 217 Wildfire Defense NA
## 218 MedTech - scheduling NA
## 219 Video Production and Tech NA
## Macro Trends? SEDI?
## 1 <NA> Yes
## 2 <NA> <NA>
## 3 <NA> <NA>
## 4 <NA> <NA>
## 5 Semiconductor supply chain No
## 6 <NA> <NA>
## 7 <NA> Yes
## 8 <NA> Yes
## 9 Climate/Green Energy No; OZ
## 10 <NA> <NA>
## 11 <NA> <NA>
## 12 Climate/Green Energy Yes
## 13 <NA> No
## 14 <NA> Yes
## 15 <NA> Yes
## 16 Climate/Green Energy Yes
## 17 <NA> Yes
## 18 <NA> Yes
## 19 <NA> <NA>
## 20 <NA> Yes
## 21 <NA> <NA>
## 22 <NA> No
## 23 <NA> No
## 24 <NA> Yes
## 25 <NA> No; OZ
## 26 <NA> Yes
## 27 <NA> Yes
## 28 <NA> Yes
## 29 <NA> Yes
## 30 <NA> Yes
## 31 <NA> No
## 32 <NA> No
## 33 <NA> No
## 34 <NA> No
## 35 <NA> Yes
## 36 <NA> No
## 37 <NA> No
## 38 <NA> No
## 39 Climate/Green Energy Yes
## 40 <NA> Yes
## 41 <NA> <NA>
## 42 <NA> Yes
## 43 <NA> No
## 44 <NA> Yes
## 45 <NA> No
## 46 <NA> Yes
## 47 <NA> Yes
## 48 <NA> Yes
## 49 <NA> Yes
## 50 <NA> <NA>
## 51 <NA> Yes
## 52 <NA> No; OZ
## 53 <NA> Yes
## 54 <NA> Yes
## 55 <NA> Yes
## 56 <NA> <NA>
## 57 <NA> Yes
## 58 <NA> <NA>
## 59 <NA> Yes
## 60 <NA> Yes
## 61 <NA> Yes
## 62 <NA> No
## 63 <NA> Yes
## 64 <NA> No
## 65 <NA> No
## 66 <NA> <NA>
## 67 <NA> No
## 68 <NA> No
## 69 <NA> <NA>
## 70 <NA> Yes
## 71 <NA> <NA>
## 72 <NA> No
## 73 <NA> <NA>
## 74 <NA> <NA>
## 75 <NA> No
## 76 <NA> <NA>
## 77 <NA> <NA>
## 78 <NA> <NA>
## 79 <NA> No
## 80 <NA> No
## 81 <NA> No
## 82 <NA> No
## 83 <NA> No
## 84 Climate/Green Energy No
## 85 <NA> No
## 86 <NA> No
## 87 <NA> No
## 88 <NA> No
## 89 <NA> No
## 90 <NA> No
## 91 <NA> <NA>
## 92 <NA> Yes
## 93 <NA> Yes
## 94 <NA> No; OZ
## 95 <NA> Yes
## 96 <NA> No
## 97 <NA> <NA>
## 98 <NA> No
## 99 <NA> No
## 100 <NA> No; OZ
## 101 Climate/Green Energy No
## 102 <NA> No
## 103 <NA> No
## 104 <NA> No
## 105 <NA> No
## 106 <NA> No
## 107 <NA> <NA>
## 108 Climate/Green Energy No
## 109 Climate/Green Energy Yes
## 110 <NA> No
## 111 <NA> Yes
## 112 <NA> Yes
## 113 <NA> Yes
## 114 <NA> Yes
## 115 <NA> No
## 116 <NA> Yes
## 117 <NA> No
## 118 <NA> OZ
## 119 <NA> <NA>
## 120 <NA> No
## 121 <NA> No
## 122 <NA> No
## 123 <NA> <NA>
## 124 <NA> No
## 125 <NA> No
## 126 <NA> <NA>
## 127 <NA> No
## 128 Climate/Green Energy No
## 129 <NA> No
## 130 <NA> Yes
## 131 <NA> No
## 132 <NA> Yes
## 133 <NA> No
## 134 <NA> <NA>
## 135 <NA> Yes
## 136 <NA> No
## 137 <NA> No
## 138 <NA> No
## 139 <NA> No
## 140 <NA> No
## 141 <NA> No
## 142 <NA> Yes
## 143 <NA> Yes
## 144 <NA> No
## 145 <NA> No
## 146 <NA> Yes
## 147 <NA> <NA>
## 148 <NA> <NA>
## 149 <NA> Yes
## 150 <NA> Yes
## 151 <NA> No
## 152 <NA> Yes
## 153 <NA> No
## 154 <NA> Yes
## 155 <NA> Yes
## 156 <NA> Yes
## 157 <NA> No
## 158 <NA> <NA>
## 159 <NA> No
## 160 <NA> <NA>
## 161 <NA> Yes
## 162 <NA> Yes
## 163 <NA> Yes
## 164 <NA> No
## 165 <NA> Yes
## 166 <NA> Yes
## 167 <NA> No
## 168 <NA> <NA>
## 169 <NA> Yes
## 170 <NA> <NA>
## 171 <NA> Yes
## 172 <NA> Yes
## 173 <NA> Yes
## 174 <NA> No
## 175 <NA> <NA>
## 176 <NA> No
## 177 <NA> <NA>
## 178 <NA> No
## 179 <NA> <NA>
## 180 <NA> <NA>
## 181 <NA> <NA>
## 182 <NA> No
## 183 <NA> <NA>
## 184 <NA> <NA>
## 185 <NA> <NA>
## 186 <NA> <NA>
## 187 <NA> <NA>
## 188 <NA> No
## 189 <NA> <NA>
## 190 <NA> Yes
## 191 <NA> <NA>
## 192 <NA> Yes
## 193 <NA> <NA>
## 194 <NA> <NA>
## 195 <NA> <NA>
## 196 <NA> <NA>
## 197 <NA> <NA>
## 198 <NA> <NA>
## 199 <NA> <NA>
## 200 <NA> <NA>
## 201 <NA> Yes
## 202 <NA> <NA>
## 203 <NA> Yes
## 204 <NA> <NA>
## 205 <NA> No
## 206 <NA> Yes
## 207 <NA> <NA>
## 208 <NA> <NA>
## 209 <NA> <NA>
## 210 <NA> No
## 211 <NA> Yes
## 212 <NA> <NA>
## 213 <NA> No
## 214 <NA> Yes
## 215 <NA> Yes
## 216 <NA> Yes
## 217 <NA> <NA>
## 218 <NA> No
## 219 <NA> <NA>
## Link
## 1 https://newsismybusiness.com/bde-provides-3-8m-in-financing-to-biosimilar-ocyonbio-for-expansion/
## 2 https://viconsortium.com/vi-business/virgin-islands-eda-facilitates-over--900k-in-loans-for-st--croix-and-st--thomas-businesses
## 3 https://viconsortium.com/vi-business/virgin-islands-eda-facilitates-over--900k-in-loans-for-st--croix-and-st--thomas-businesses
## 4 https://esd.ny.gov/esd-media-center/press-releases/esd-announces-first-series-investments-from-ny-ssbci-pre-seed-and-seed-matching-fund-program
## 5 https://www.mass-ventures.com/massventures-closes-three-deals-with-deep-tech-startups
## 6 https://nerej.com/acella-construction-corp-breaks-ground-on-17-700-s-f-project
## 7 https://www.mass-ventures.com/massventures-closes-three-deals-with-deep-tech-startups
## 8 https://www.mass-ventures.com/massventures-closes-three-deals-with-deep-tech-startups
## 9 https://www.prnewswire.com/news-releases/maine-venture-fund-announces-investment-in-timberhp-301844030.html
## 10 https://home.treasury.gov/news/press-releases/jy2096
## 11 https://tech.einnews.com/pr_news/663695142/viphomelink-announces-completion-of-successful-capital-raising-round
## 12 https://esd.ny.gov/esd-media-center/press-releases/esd-announces-first-series-investments-from-ny-ssbci-pre-seed-and-seed-matching-fund-program
## 13 https://esd.ny.gov/esd-media-center/press-releases/esd-announces-first-series-investments-from-ny-ssbci-pre-seed-and-seed-matching-fund-program
## 14 https://esd.ny.gov/esd-media-center/press-releases/esd-announces-first-series-investments-from-ny-ssbci-pre-seed-and-seed-matching-fund-program
## 15 https://esd.ny.gov/esd-media-center/press-releases/esd-announces-first-series-investments-from-ny-ssbci-pre-seed-and-seed-matching-fund-program
## 16 https://esd.ny.gov/esd-media-center/press-releases/esd-announces-more-than-1-3-million-assistance-chester-agricultural-center-historic-new-york-state-small-business-credit-initiative
## 17 <NA>
## 18 https://www.linkedin.com/posts/bridgeway-capital_we-are-proud-to-have-closed-a-loan-with-st-activity-7045121357197537280-pYvX?utm_source=share&utm_medium=member_desktop
## 19 https://www.cpbj.com/local-businesses-gain-credc-financing/
## 20 https://www.cpbj.com/local-businesses-gain-credc-financing/
## 21 https://home.treasury.gov/system/files/136/CDFI-SSBCI.pdf
## 22 https://www.readingeagle.com/2023/07/29/berks-company-receives-investment-from-ben-franklin-northeast/
## 23 https://nep.benfranklin.org/ben-franklin-northeast-to-invest-1-1-million-in-the-regional-economy/
## 24 https://lvb.com/ben-franklin-announces-latest-investments-2/
## 25 https://nep.benfranklin.org/ben-franklin-northeast-to-invest-925000-in-11-regional-companies/
## 26 https://nep.benfranklin.org/ben-franklin-northeast-to-invest-1-1-million-in-the-regional-economy/
## 27 https://nep.benfranklin.org/ben-franklin-northeast-to-invest-925000-in-11-regional-companies/
## 28 <NA>
## 29 <NA>
## 30 https://www.readingeagle.com/2023/06/29/berks-woman-and-minority-owned-business-receives-50000-in-funding/
## 31 https://www.einnews.com/pr_news/637117678/vipc-s-virginia-venture-partners-invests-in-electra-to-provide-efficient-and-sustainable-air-travel
## 32 https://www.einnews.com/pr_news/663890559/vipc-s-virginia-venture-partners-invests-in-truealgae-for-high-efficiency-environment-friendly-crop-nutrition-support
## 33 https://tech.einnews.com/pr_news/657888590/vipc-s-virginia-venture-partners-invests-in-blue-vigil-for-autonomous-aerial-light-for-construction-and-public-safety
## 34 https://www.einnews.com/pr_news/674649788/vipc-s-virginia-venture-partners-invests-in-applied-impact-robotics-for-transformative-robotic-inspection-technology
## 35 https://www.tedcomd.com/news-events/press-releases/2023/tedco-invests-nasaclip
## 36 https://www.prnewswire.com/news-releases/tedco-invests-first-of-marylands-ssbci-funds-in-medcura-inc-301620516.html
## 37 https://www.tedcomd.com/news-events/press-releases/2023/tedco-invests-aged-diagnostics
## 38 https://www.tedcomd.com/news-events/press-releases/2023/tedco-invests-flexnode
## 39 https://www.tedcomd.com/news-events/press-releases/2023/tedco-announces-ssbci-investment-n5-sensors
## 40 https://www.tedcomd.com/news-events/press-releases/2023/tedco-announces-ssbci-investment-givhero
## 41 https://www.tedcomd.com/news-events/press-releases/2023/tedco-invests-ssbci-funding-hememics-biotechnologies-inc
## 42 https://twitter.com/MDBiz/status/1636397297855770625
## 43 https://www.citybiz.co/article/433611/tedco-invests-ssbci-funds-in-longeviti-neuro-solutions/
## 44 https://www.citybiz.co/article/441651/tedco-invests-ssbci-funding-into-kalocyte/
## 45 https://www.prnewswire.com/news-releases/tedco-invests-1-million-of-ssbci-funds-into-cerebro-capital-inc-301879777.html
## 46 https://biobuzz.io/tedco-invests-ssbci-funds-in-junebrain/
## 47 https://www.tedcomd.com/news-events/press-releases/2023/tedco-invests-ssbci-funds-equity-brain-trust-0
## 48 https://www.tedcomd.com/news-events/press-releases/2023/tedco-announces-investment-novel-microdevices-0
## 49 https://www.tedcomd.com/news-events/press-releases/2023/tedco-invests-cydeploy
## 50 https://www.tedcomd.com/news-events/press-releases/2023/tedco-announces-ssbci-investment-nanocrine
## 51 https://www.tedcomd.com/news-events/press-releases/2023/tedco-invests-elite-gaming-live
## 52 https://news.maryland.gov/dhcd/2022/10/31/hogan-administration-announces-5-million-committed-to-biopharmaceutical-company-through-state-small-business-credit-initiative%EF%BF%BC/
## 53 https://tech.einnews.com/pr_news/635177357/vipc-s-virginia-venture-partners-invests-in-kinometrix-to-provide-healthcare-workers-with-real-time-risk-assessments
## 54 https://www.localsyr.com/business/press-releases/ein-presswire/630484957/vipcs-virginia-venture-partners-invests-in-sunny-day-fund-solutions-to-provide-a-workplace-emergency-savings-program/
## 55 https://www.einnews.com/pr_news/645502216/vipc-s-virginia-venture-partners-invests-in-8myles-to-expand-clean-frozen-foods-into-retail-space
## 56 https://tech.einnews.com/pr_news/674347653/vipc-s-virginia-venture-partners-invests-in-4stay-to-help-connect-people-with-housing-near-their-destinations
## 57 https://www.einnews.com/pr_news/681551321/vipc-s-virginia-venture-partners-invests-in-electrotempo-for-ev-charging-network-planning-and-intelligence-solution
## 58 https://www.einnews.com/pr_news/669388288/vipc-s-virginia-venture-partners-invests-in-sedaro-to-scale-saas-platform-for-digital-twins-and-cloud-based-simulation
## 59 https://www.einnews.com/pr_news/645499426/vipc-s-virginia-venture-partners-invests-in-predict-health-to-help-humanize-healthcare-for-senior-citizens
## 60 https://fintech.global/2023/05/30/wellthi-reels-in-significant-investment-to-reshape-social-finance-and-mobile-banking/
## 61 https://tech.einnews.com/pr_news/626132730/vipc-s-virginia-venture-partners-invests-in-atwork-systems-to-support-onelynk-sales-and-marketing
## 62 https://www.einnews.com/pr_news/643363824/vipc-s-virginia-venture-partners-invests-in-opscanvas-to-support-a-transformation-in-cloud-software-deployments
## 63 https://kalkinemedia.com/uk/news/environment/vipcs-virginia-venture-partners-invests-in-nobull-burger-to-propel-market-growth-and-expansion
## 64 https://fox40.com/business/press-releases/ein-presswire/637141238/vipcs-virginia-venture-partners-invests-in-novela-to-simplify-the-wedding-planning-process-for-couples/
## 65 https://www.einnews.com/pr_news/649922439/vipc-s-virginia-venture-partners-invests-in-luminoah-to-provide-the-first-ever-portable-data-driven-feeding-system
## 66 https://www.einnews.com/pr_news/664086956/vipc-s-virginia-venture-partners-invests-in-owl-peak-technologies-for-early-stage-cancer-detection-solution
## 67 https://kalkinemedia.com/news/world-news/vipcs-virginia-venture-partners-invests-in-thinkgenetic-to-more-effectively-identify-rare-disease
## 68 https://www.einpresswire.com/article/643224041/vipc-s-virginia-venture-partners-invests-in-liquet-medical-to-support-the-transformation-of-vascular-disease-treatment
## 69 https://www.einnews.com/pr_news/661397405/vipc-s-virginia-venture-partners-invests-in-joltz-to-support-bitcoin-as-loyalty-rewards-and-customer-acquisition-perks
## 70 https://www.einpresswire.com/article/630472133/vipc-s-virginia-venture-partners-invests-in-brainbox-solutions-for-accurate-diagnosis-of-mild-traumatic-brain-injury
## 71 https://www.einnews.com/pr_news/671703879/vipc-s-virginia-venture-partners-invests-in-medphlow-for-groundbreaking-essential-medicine-delivery-platform
## 72 https://www.kron4.com/business/press-releases/ein-presswire/635214327/vipcs-virginia-venture-partners-invests-in-babylon-micro-farms-to-make-sustainable-food-production-accessible/
## 73 https://www.einnews.com/pr_news/665889080/vipc-s-virginia-venture-partners-invests-in-warehowz-to-scale-innovative-on-demand-warehousing-marketplace
## 74 https://home.treasury.gov/system/files/136/CDFI-SSBCI.pdf
## 75 https://www.cdfa.net/cdfa/cdfaweb.nsf/0/D1B2B172C7226D8288258A58004CD6EC/$file/WVJIT%20-%20Blankenship%20Real%20Estate%20Properties%2C%20LLC.pdf
## 76 https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.cdfa.net%2Fcdfa%2Fcdfaweb.nsf%2F0%2FDF74F21BCFE58F8A88258A2700540A0C%2F%24file%2FWVJIT%2520Endolumik%2520Announcement.pdf&data=05%7C01%7Ccsd77%40drexel.edu%7C5f7505c29ff444debe5c08dbb39e2d0c%7C3664e6fa47bd45a696708c4f080f8ca6%7C0%7C1%7C638301264197674357%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=SaOmJOm26OxxMF4UaPgNoP4C%2BmJlVr5NZ15sQa%2FQsrk%3D&reserved=0
## 77 https://floridajobs.org/news-center/DEO-Press/2023/10/10/floridacommerce-reaches-$101-million-in-approved-loans-and-investments-to-florida-small-businesses-through-the-state-small-business-credit-initiative-2.0
## 78 https://home.treasury.gov/news/press-releases/jy2095
## 79 https://www.iowaeda.com/iowa-news/ssbci-may2023/
## 80 <NA>
## 81 https://www.iowaeda.com/iowa-news/ssbci-may2023/
## 82 https://www.iowaeda.com/iowa-news/ieda-march2023/
## 83 https://www.iowaeda.com/iowa-news/ieda-march2023/
## 84 https://www.iowaeda.com/iowa-news/ssbci-feb23/
## 85 https://www.iowaeda.com/iowa-news/ieda-march2023/
## 86 https://www.iowaeda.com/iowa-news/iedaboard-sept2023/
## 87 https://www.iowaeda.com/iowa-news/ssbci-may2023/
## 88 https://www.iowaeda.com/iowa-news/iedaboard-nov2023/
## 89 https://www.iowaeda.com/iowa-news/iedaboard-sept2023/
## 90 https://www.iowaeda.com/iowa-news/ieda-board-jan2023/
## 91 https://www.iowaeda.com/iowa-news/ssbci-feb23/; https://www.messengernews.net/news/local-news/2023/02/algona-startup-receives-ieda-innovation-fund-loan/ and https://www.messengernews.net/news/local-news/2023/02/algona-startup-receives-ieda-innovation-fund-loan/
## 92 https://www.iowaeda.com/iowa-news/ieda-board-jan2023/
## 93 https://www.iowaeda.com/iowa-news/ieda-march2023/
## 94 https://www.iowaeda.com/iowa-news/ssbci-feb23/ \r\nhttps://www.campussafetymagazine.com/press-release/intellisee-iowa-economic-development-authority-innovation-funding/
## 95 https://www.iowaeda.com/iowa-news/iedaboard-july2023/
## 96 https://corridorbusiness.com/ieda-approves-assistance-for-three-innovation-startups-in-iowa/
## 97 https://www.iowaeda.com/iowa-news/ieda-board-jan2023/
## 98 https://www.iowaeda.com/iowa-news/ssbci-may2023/
## 99 https://www.southeastiowaunion.com/news/washington-ag-business-earns-state-money/
## 100 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579575
## 101 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579577
## 102 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579590
## 103 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579587
## 104 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579585
## 105 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579579
## 106 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579583
## 107 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579589
## 108 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579586
## 109 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579588
## 110 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579580
## 111 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579582
## 112 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579576
## 113 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579573
## 114 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579584
## 115 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579578
## 116 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579581
## 117 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579572
## 118 https://news.yahoo.com/ameristar-gets-federal-loan-initiative-233600438.html?guccounter=1
## 119 https://mn.gov/governor/newsroom/press-releases/#/detail/appId/1/id/579574
## 120 https://www.fergusfallsjournal.com/news/perham-business-benefits-from-loan-participation-program/article_8bab9346-047d-11ee-a3fb-779ea1d64f20.html
## 121 https://www.keloland.com/news/capitol-news-bureau/sioux-falls-business-gets-a-3-million-federal-loan/
## 122 https://www.kxnet.com/news/top-stories/north-dakota-angel-match-program-makes-new-investments/
## 123 https://businessfacilities.com/north-dakota-invests-in-three-technology-startups/
## 124 https://www.commerce.nd.gov/news/new-north-dakota-angel-match-program-makes-first-investment-project-phoenix-technologies-inc
## 125 https://businessfacilities.com/north-dakota-invests-in-three-technology-startups/
## 126 https://www.commerce.nd.gov/news/north-dakota-angel-match-program-makes-new-investments-tech-and-manufacturing-businesses
## 127 https://bismarcktribune.com/news/state-and-regional/govt-and-politics/north-dakota-program-overseen-by-shark-tank-star-makes-1st-investment/article_8a5ea576-b85d-11ed-8b89-d3081ff2799c.html
## 128 https://www.commerce.nd.gov/news/north-dakota-angel-match-program-makes-new-investments-tech-and-manufacturing-businesses
## 129 https://www.kxnet.com/news/top-stories/north-dakota-angel-match-program-makes-new-investments/
## 130 https://www.commerce.nd.gov/news/north-dakota-angel-match-program-makes-new-investments-tech-and-manufacturing-businesses
## 131 https://www.grandforksherald.com/business/grand-forks-company-thread-chosen-as-next-investment-for-shark-tank-star-kevin-oleary-managed-wonder-fund
## 132 https://businessfacilities.com/north-dakota-invests-in-three-technology-startups/
## 133 https://www.commerce.nd.gov/news/north-dakota-angel-match-program-funds-healthcare-app-development-and-tech-solution-companies
## 134 https://www.missouritechnology.com/2023/05/02/missouri-technology-corporation-awards-2-3-million-worth-of-idea-fund-investments/
## 135 https://www.startlandnews.com/2023/08/mtc-equity-investments-july-2023/
## 136 https://www.missouritechnology.com/2023/05/02/missouri-technology-corporation-awards-2-3-million-worth-of-idea-fund-investments/
## 137 https://www.missouritechnology.com/2023/05/02/missouri-technology-corporation-awards-2-3-million-worth-of-idea-fund-investments/
## 138 https://content.govdelivery.com/accounts/MODED/bulletins/34a5d7b
## 139 https://content.govdelivery.com/accounts/MODED/bulletins/34a5d7b
## 140 https://www.missouritechnology.com/2023/05/02/missouri-technology-corporation-awards-2-3-million-worth-of-idea-fund-investments/
## 141 https://www.startlandnews.com/2023/08/mtc-equity-investments-july-2023/
## 142 https://www.startlandnews.com/2023/08/mtc-equity-investments-july-2023/
## 143 https://www.startlandnews.com/2023/08/mtc-equity-investments-july-2023/
## 144 https://www.startlandnews.com/2023/08/mtc-equity-investments-july-2023/
## 145 https://content.govdelivery.com/accounts/MODED/bulletins/34a5d7b
## 146 https://ded.mo.gov/content/missouri-technology-corporation-awards-2-million-ssbci-funded-equity-investments
## 147 https://content.govdelivery.com/accounts/MODED/bulletins/34a5d7b
## 148 https://www.missouritechnology.com/2023/05/02/missouri-technology-corporation-awards-2-3-million-worth-of-idea-fund-investments/
## 149 https://www.kansascommerce.gov/2022/11/governor-laura-kelly-announces-850000-for-kansas-entrepreneurs/
## 150 https://www.startlandnews.com/2023/08/mtc-equity-investments-july-2023/
## 151 https://www.startlandnews.com/2023/08/mtc-equity-investments-july-2023/
## 152 https://www.missouritechnology.com/2023/05/02/missouri-technology-corporation-awards-2-3-million-worth-of-idea-fund-investments/
## 153 https://www.networkkansas.com/2023/05/16/funding-april-2023/
## 154 https://www.startlandnews.com/2023/08/mtc-equity-investments-july-2023/
## 155 https://content.govdelivery.com/accounts/MODED/bulletins/34a5d7b
## 156 https://content.govdelivery.com/accounts/MODED/bulletins/34a5d7b
## 157 https://www.networkkansas.com/2023/04/12/march-2023-loans/
## 158 https://www.networkkansas.com/2023/07/05/25-businesses-receive-funding-from-network-kansas-partners-during-june/
## 159 https://www.networkkansas.com/2023/03/06/12-businesses-receive-funding-from-network-kansas-partners-during-february/
## 160 https://www.networkkansas.com/2023/03/06/12-businesses-receive-funding-from-network-kansas-partners-during-february/
## 161 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 162 https://www.networkkansas.com/2023/07/05/25-businesses-receive-funding-from-network-kansas-partners-during-june/
## 163 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 164 https://www.kansascommerce.gov/2022/11/governor-laura-kelly-announces-850000-for-kansas-entrepreneurs/
## 165 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 166 https://www.startlandnews.com/2022/12/growks/
## 167 https://www.networkkansas.com/2023/07/05/25-businesses-receive-funding-from-network-kansas-partners-during-june/
## 168 https://www.networkkansas.com/2023/07/05/25-businesses-receive-funding-from-network-kansas-partners-during-june/
## 169 https://www.startlandnews.com/2023/04/cap-creations-grad-cap-remix/
## 170 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 171 https://www.networkkansas.com/2023/04/12/march-2023-loans/
## 172 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 173 https://www.networkkansas.com/2023/04/12/march-2023-loans/
## 174 https://www.networkkansas.com/2023/04/12/march-2023-loans/
## 175 https://www.networkkansas.com/2023/05/16/funding-april-2023/
## 176 https://www.startlandnews.com/2023/03/bryght-labs/
## 177 https://www.networkkansas.com/2023/08/20/july2023funding/
## 178 https://www.networkkansas.com/2023/03/06/12-businesses-receive-funding-from-network-kansas-partners-during-february/
## 179 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 180 https://www.networkkansas.com/2023/07/05/25-businesses-receive-funding-from-network-kansas-partners-during-june/
## 181 https://www.networkkansas.com/2023/03/06/12-businesses-receive-funding-from-network-kansas-partners-during-february/
## 182 https://www.startlandnews.com/2023/03/govbuilt/
## 183 https://www.networkkansas.com/2023/07/05/25-businesses-receive-funding-from-network-kansas-partners-during-june/
## 184 https://www.networkkansas.com/2023/04/12/march-2023-loans/
## 185 https://www.networkkansas.com/2023/03/06/12-businesses-receive-funding-from-network-kansas-partners-during-february/
## 186 https://www.networkkansas.com/2023/08/20/july2023funding/
## 187 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 188 https://www.kansascommerce.gov/2022/11/governor-laura-kelly-announces-850000-for-kansas-entrepreneurs/
## 189 https://www.networkkansas.com/2023/08/20/july2023funding/
## 190 https://www.networkkansas.com/2023/04/12/march-2023-loans/
## 191 https://www.networkkansas.com/2023/07/05/25-businesses-receive-funding-from-network-kansas-partners-during-june/
## 192 https://www.networkkansas.com/2023/07/05/25-businesses-receive-funding-from-network-kansas-partners-during-june/
## 193 https://www.networkkansas.com/2023/08/20/july2023funding/
## 194 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 195 https://www.networkkansas.com/2023/04/12/march-2023-loans/
## 196 https://www.networkkansas.com/2022/11/08/13-businesses-receive-funding-from-network-kansas-partners-during-october/
## 197 https://www.networkkansas.com/2023/03/06/12-businesses-receive-funding-from-network-kansas-partners-during-february/
## 198 https://www.networkkansas.com/2023/04/12/march-2023-loans/
## 199 https://www.networkkansas.com/2023/05/16/funding-april-2023/
## 200 https://www.networkkansas.com/2023/04/12/march-2023-loans/
## 201 https://www.networkkansas.com/2023/05/16/funding-april-2023/
## 202 https://www.networkkansas.com/2023/08/20/july2023funding/
## 203 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 204 https://www.networkkansas.com/2023/04/12/march-2023-loans/
## 205 https://www.networkkansas.com/2023/05/16/funding-april-2023/
## 206 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 207 https://www.networkkansas.com/2023/08/20/july2023funding/
## 208 https://www.networkkansas.com/2023/07/04/18-businesses-receive-funding-from-network-kansas-partners-during-may/
## 209 https://www.networkkansas.com/2023/05/16/funding-april-2023/
## 210 https://www.networkkansas.com/2023/05/16/funding-april-2023/
## 211 https://www.networkkansas.com/2023/07/05/25-businesses-receive-funding-from-network-kansas-partners-during-june/
## 212 https://www.networkkansas.com/2023/08/20/july2023funding/
## 213 https://www.kansascityfed.org/community/community-connections/new-federal-funds-bring-significant-impact-for-small-business-lending/
## 214 https://esd.ny.gov/esd-media-center/press-releases/esd-announces-first-series-investments-from-ny-ssbci-pre-seed-and-seed-matching-fund-program
## 215 https://www.kansascityfed.org/community/community-connections/new-federal-funds-bring-significant-impact-for-small-business-lending/
## 216 https://www.einnews.com/pr_news/648017736/wyoming-business-council-announces-first-wyoming-venture-capital-fund-investment
## 217 https://www.wyomingnewsnow.tv/2023/10/12/wyoming-business-council-announces-wyoming-venture-capital-fund-investment-frontline-wildfire-defense/
## 218 https://www.2news.com/news/companies-in-reno-and-las-vegas-receive-investments-at-angelnv-shark-tank-style-finale/article_eff982b0-e928-11ed-a8c0-7b3fb8fff48d.html
## 219 https://vegasinc.lasvegassun.com/business/2023/nov/13/local-startup-fund-helps-turn-business-vision-into/
## Notes
## 1 PR Economic Development Bank (BDE)'s first partnership with a private financial entity (Jesus Obrero Credit Union)
## 2 <NA>
## 3 <NA>
## 4 no company website
## 5 Semiconductor supply chain - liquid cooling for computer chips; energy efficiency
## 6 <NA>
## 7 Woman-led
## 8 Latino-led
## 9 Renewable product with "negative carbon footprint" - also mentioned at: https://www.bangordailynews.com/2024/02/01/bdn-maine/fame-financing-to-assist-madison-and-waldoboro-businesses/
## 10 <NA>
## 11 <NA>
## 12 Woman-founded
## 13 <NA>
## 14 Woman-founded
## 15 Founder of color
## 16 Woman-led
## 17 <NA>
## 18 Black-led
## 19 <NA>
## 20 <NA>
## 21 Listed by Treasury as a CDFI loan fund success story
## 22 <NA>
## 23 <NA>
## 24 Black co-founder
## 25 <NA>
## 26 Woman-founded
## 27 Black-led
## 28 Woman-owned
## 29 Woman-founded
## 30 Black woman-founded
## 31 <NA>
## 32 <NA>
## 33 <NA>
## 34 <NA>
## 35 Black woman-founded
## 36 <NA>
## 37 <NA>
## 38 <NA>
## 39 Founder of color; natural disaster detection
## 40 <NA>
## 41 <NA>
## 42 Woman-owned
## 43 <NA>
## 44 Women-led; Co-founder of color
## 45 <NA>
## 46 Black woman-owned; also in Treasury Oct report https://home.treasury.gov/system/files/136/State-Small-Business-Credit-Initiative-in-Action.pdf
## 47 Black-led
## 48 Woman-owned
## 49 Black woman-owned
## 50 <NA>
## 51 Black-led
## 52 <NA>
## 53 Woman-founded
## 54 <NA>
## 55 Black-owned
## 56 <NA>
## 57 Woman owned
## 58 <NA>
## 59 Founder of color
## 60 Black woman-founded
## 61 Black-led
## 62 <NA>
## 63 Woman founded
## 64 <NA>
## 65 <NA>
## 66 <NA>
## 67 <NA>
## 68 <NA>
## 69 <NA>
## 70 Woman-led
## 71 <NA>
## 72 <NA>
## 73 <NA>
## 74 Listed by Treasury as a CDFI loan fund success story
## 75 <NA>
## 76 <NA>
## 77 <NA>
## 78 <NA>
## 79 Serves rural areas and farms
## 80 <NA>
## 81 <NA>
## 82 Response to noticable industry labor force shortage
## 83 <NA>
## 84 Renewable energy tech
## 85 https://getmetafuel.com/
## 86 <NA>
## 87 <NA>
## 88 <NA>
## 89 <NA>
## 90 <NA>
## 91 Also mentioned in SSBCI Bulletin (Feb 2, 2024) - Kinetic Technologies’ core goals are “design, build, and automate.” The Algona, Iowa based advanced manufacturing firm supports manufacturers in scaling their production capacity – often filling a market gap by helping customers produce smaller batches of highly- engineered parts. The company filed a patent for their robotic welding table in 2022, but they needed working capital to grow their marketing, distribution, and sales capacity, as well as to refine the product to respond to customer feedback. Kinetic received a $175,000 SSBCI loan through the Iowa Economic Development Authority’s Innovation Continuum Demonstration Fund, a program that catalyzes new private equity investment in the information technology, advanced manufacturing, and bioscience sectors by providing SSBCI debt capital. These funds will be used by the company to invest in both the product and Kinetic’s growth goals.“Iowa is filled with innovative thinkers who are pushing the boundaries in their industries, and it’s important that we create an ecosystem where they can thrive,” said Debi Durham, director of the Iowa Economic Development and Iowa Finance Authority. “The SSBCI investment is a great addition to our Innovation Continuum to assist more entrepreneurs at all stages.”
## 92 Woman-founded
## 93 Woman-owned
## 94 <NA>
## 95 Woman-led
## 96 <NA>
## 97 <NA>
## 98 <NA>
## 99 Surge in demand from IRA tax credits
## 100 <NA>
## 101 <NA>
## 102 <NA>
## 103 <NA>
## 104 <NA>
## 105 <NA>
## 106 <NA>
## 107 <NA>
## 108 Working to decarbonize and secure global energy systems
## 109 Woman-founded
## 110 <NA>
## 111 Woman-founded
## 112 Woman co-founded; OZ
## 113 <NA>
## 114 Woman-founded
## 115 <NA>
## 116 Woman-founded
## 117 <NA>
## 118 <NA>
## 119 <NA>
## 120 <NA>
## 121 <NA>
## 122 <NA>
## 123 <NA>
## 124 <NA>
## 125 <NA>
## 126 <NA>
## 127 Kevin O'Leary - Shark Tank lead investor; establishing corporate office in ND; will serve rural landowners - does not have a physical location yet in Fargo
## 128 Sustainable energy storage project
## 129 <NA>
## 130 Woman-founded
## 131 <NA>
## 132 Founder of color
## 133 <NA>
## 134 <NA>
## 135 Woman co-founded
## 136 <NA>
## 137 <NA>
## 138 <NA>
## 139 <NA>
## 140 <NA>
## 141 <NA>
## 142 Woman-led
## 143 Founders of color
## 144 <NA>
## 145 <NA>
## 146 Woman-led; helps ag startups with genetic modification
## 147 <NA>
## 148 no company website
## 149 Woman-founded; Manages finanical agreements between suppliers and distributors
## 150 Co-founder of color
## 151 <NA>
## 152 Woman-owned
## 153 <NA>
## 154 Black co-founder
## 155 Woman-owned; Licensing agreement w/ Mayo Clinic; SSBCI part of $3.6M/ also found at https://www.startlandnews.com/2023/02/healium-funding-mayo-clinic/
## 156 Woman-founded; MTC
## 157 no company website
## 158 <NA>
## 159 <NA>
## 160 <NA>
## 161 Woman-led
## 162 Woman co-led
## 163 Woman-founded
## 164 Woman-founded
## 165 Woman-founded
## 166 Black woman-founded
## 167 <NA>
## 168 not yet open
## 169 Black woman-founded
## 170 <NA>
## 171 Founders of color
## 172 Woman of color founded; 8(a) STARS III GWAC prime contractor (contract with $50B ceiling)
## 173 Vetern-owned
## 174 <NA>
## 175 no company website
## 176 KS based company
## 177 E-Community Partnership
## 178 <NA>
## 179 Vetern-founded
## 180 not yet open
## 181 no company website
## 182 <NA>
## 183 no company website
## 184 <NA>
## 185 <NA>
## 186 <NA>
## 187 no company website; no clear business license
## 188 Builds and repairs housing facilities for foster youth
## 189 <NA>
## 190 Woman-owned
## 191 no company website
## 192 Woman-founded
## 193 <NA>
## 194 no company website; no clear business license
## 195 no company website
## 196 <NA>
## 197 no company website
## 198 no company website
## 199 no company website
## 200 <NA>
## 201 Woman co-owned; GROWKS filled gap financing to fund the startup
## 202 <NA>
## 203 Woman-owned
## 204 no company website
## 205 <NA>
## 206 *A lot of KS businesses are brand new or haven't opened yet
## 207 <NA>
## 208 <NA>
## 209 <NA>
## 210 <NA>
## 211 Woman-owned
## 212 <NA>
## 213 Expanded cacity for NEF CDFI; nonprofit matched 1:1
## 214 Woman of color co-founded
## 215 Rural businss
## 216 Woman-founded
## 217 <NA>
## 218 <NA>
## 219 <NA>
## Company Description
## 1 <NA>
## 2 <NA>
## 3 5
## 4 <NA>
## 5 <NA>
## 6 <NA>
## 7 <NA>
## 8 <NA>
## 9 <NA>
## 10 <NA>
## 11 simplifies homeownership with an interactive mobile app and expert digital content, while enabling and empowering homeowners to make their homes safer, more valuable and more energy efficient.
## 12 <NA>
## 13 <NA>
## 14 <NA>
## 15 <NA>
## 16 <NA>
## 17 <NA>
## 18 <NA>
## 19 <NA>
## 20 <NA>
## 21 <NA>
## 22 <NA>
## 23 <NA>
## 24 <NA>
## 25 <NA>
## 26 <NA>
## 27 <NA>
## 28 <NA>
## 29 <NA>
## 30 <NA>
## 31 <NA>
## 32 Commercializes powerful, cost-effective microalgae-derived metabolites for regenerative agriculture applications.
## 33 <NA>
## 34 specializes in robotic-enabled solutions to conduct inspection of crude oil storage tanks without the need to take the tanks out of service.
## 35 <NA>
## 36 <NA>
## 37 <NA>
## 38 <NA>
## 39 <NA>
## 40 <NA>
## 41 <NA>
## 42 <NA>
## 43 <NA>
## 44 <NA>
## 45 <NA>
## 46 <NA>
## 47 <NA>
## 48 <NA>
## 49 <NA>
## 50 <NA>
## 51 <NA>
## 52 <NA>
## 53 <NA>
## 54 <NA>
## 55 <NA>
## 56 <NA>
## 57 <NA>
## 58 Sedaro is developing a cloud-based engineering physics engine for digital twins, virtual replicas of physical assets that are constructed via collaborative system modeling and data fusion.
## 59 <NA>
## 60 <NA>
## 61 <NA>
## 62 <NA>
## 63 Takes real, quality ingredients and turns them into great-tasting, meat-free burgers that don’t compromise on nutrition.
## 64 <NA>
## 65 <NA>
## 66 Developing an integrated platform technology using thermal imaging to detect colorectal cancer before symptoms start.
## 67 <NA>
## 68 <NA>
## 69 Enables businesses of any size to provide bitcoin and digital assets as rewards to their customers or enticement for new customers, making it easy to infuse bitcoin into traditional consumer loyalty and rewards programs.
## 70 <NA>
## 71 <NA>
## 72 <NA>
## 73 <NA>
## 74 <NA>
## 75 <NA>
## 76 <NA>
## 77 <NA>
## 78 <NA>
## 79 <NA>
## 80 <NA>
## 81 <NA>
## 82 <NA>
## 83 <NA>
## 84 <NA>
## 85 <NA>
## 86 <NA>
## 87 <NA>
## 88 <NA>
## 89 <NA>
## 90 <NA>
## 91 <NA>
## 92 <NA>
## 93 <NA>
## 94 <NA>
## 95 <NA>
## 96 <NA>
## 97 <NA>
## 98 <NA>
## 99 <NA>
## 100 <NA>
## 101 <NA>
## 102 <NA>
## 103 <NA>
## 104 <NA>
## 105 <NA>
## 106 <NA>
## 107 <NA>
## 108 <NA>
## 109 <NA>
## 110 <NA>
## 111 <NA>
## 112 <NA>
## 113 <NA>
## 114 <NA>
## 115 <NA>
## 116 <NA>
## 117 <NA>
## 118 <NA>
## 119 <NA>
## 120 <NA>
## 121 <NA>
## 122 <NA>
## 123 <NA>
## 124 <NA>
## 125 <NA>
## 126 <NA>
## 127 <NA>
## 128 <NA>
## 129 <NA>
## 130 <NA>
## 131 <NA>
## 132 <NA>
## 133 <NA>
## 134 Provides data and software as a service product to help advertising buyers & sellers track and optimize media spend and improve performance.
## 135 Using proprietary computational tools to build superior cell-based products for regenerative medicine therapies and biomedical research.
## 136 Engages in the provision, facilitation, and delivery of hearing healthcare products and services via a proprietary full-stack hearing healthcare platform.
## 137 Develops and commercializes dual-use medical technologies to radically improve health outcomes for service members, veterans, and civilians.
## 138 Reverses metabolic disorders through self-knowledge, biomarker validation, and permanent lifestyle modification within a provider market.
## 139 Develops new drugs for the treatment of airway diseases and related conditions caused by respiratory viral infections and environmental toxins.
## 140 Commercializes early-stage products and technologies in virtual care and remote patient monitoring; the first product, SweetSpot, is a remote monitoring platform for diabetes patients.
## 141 Addresses the unmet clinical and economic needs associated with the treatment of large volume deep vein thrombosis.
## 142 Creates novel proteins for biotech applications.
## 143 A hybrid care delivery platform that combines telehealth with in-person care to deliver a fully-integrated primary care solution for self-funded employers, where every doctor is available at every location for every member.
## 144 Market leading, SaaS platform helping companies improve employee loyalty resulting in higher retention and productivity – accomplished through the integration of reward, learning and communication technologies needed to improve behavioral outcomes.
## 145 Engineers sunflower plants to produce a domestic source of natural rubber, a strategic raw material required in many of military, industrial, and consumer products, but with no domestic supply.
## 146 A services provider for the AgTech industry that enables plant sciences companies to more quickly and cost-effectively deliver innovative products to growers and consumers.
## 147 Makes software solutions for oncology clinics to improve workflow, reduce healthcare costs, and improve patient care.
## 148 Technology platform that enables groups to social sync (sing, pray, or cheer together) online.
## 149 <NA>
## 150 Enables physical and occupational therapy practices to deliver best-in-class outcomes for their patients through accessible solutions that strengthen the patient-provider connection while increasing reimbursement to create a more sustainable future for PT/OT professionals.
## 151 Operates to transform how America cares for seniors by creating technology, network services, and coordinated care that enable better health and quality of life outcomes at lower costs for seniors and senior living operators.
## 152 Provides nutritional guidance during the birthing years with personalized nutrient and food recommendations during fertility, pregnancy, and postpartum.
## 153 <NA>
## 154 Developed patent-pending Artificial Intelligence (Sailebots) automating sales prospecting tasks to deliver unlimited leads and labor to sales teams.
## 155 Sells digital therapeutics for the self-management of anxiety and sleep powered that connects any consumer wearable to 3D assets in augmented, virtual, or mixed realities.
## 156 Pioneering a new category of orthopedic and spine hardware with a focus on bridging between hardware and biologics to meet patient-specific challenges.
## 157 <NA>
## 158 <NA>
## 159 <NA>
## 160 <NA>
## 161 <NA>
## 162 <NA>
## 163 <NA>
## 164 Advances novel therapies for treating cancer in pets.
## 165 <NA>
## 166 Provides a career empowerment platform that connects service industry professionals to job opportunities and helps employers build a more stable and engaged workforce.
## 167 <NA>
## 168 <NA>
## 169 <NA>
## 170 <NA>
## 171 <NA>
## 172 <NA>
## 173 <NA>
## 174 <NA>
## 175 <NA>
## 176 Makes consumer electronics and software apps for sports and hobbies.
## 177 <NA>
## 178 <NA>
## 179 <NA>
## 180 <NA>
## 181 <NA>
## 182 Partners with small and medium-sized municipal governments across the country to provide customized permitting and licensing software solutions
## 183 <NA>
## 184 <NA>
## 185 <NA>
## 186 <NA>
## 187 <NA>
## 188 <NA>
## 189 <NA>
## 190 <NA>
## 191 <NA>
## 192 <NA>
## 193 <NA>
## 194 <NA>
## 195 <NA>
## 196 <NA>
## 197 <NA>
## 198 <NA>
## 199 <NA>
## 200 <NA>
## 201 <NA>
## 202 <NA>
## 203 <NA>
## 204 <NA>
## 205 <NA>
## 206 <NA>
## 207 <NA>
## 208 <NA>
## 209 <NA>
## 210 <NA>
## 211 <NA>
## 212 <NA>
## 213 <NA>
## 214 <NA>
## 215 <NA>
## 216 <NA>
## 217 Developed a unique approach to wildfire protection, offering a first line of defense to protect property from wildfire.
## 218 <NA>
## 219 <NA>
## LAT LNG
## 1 18.45518 -67.11989
## 2 18.35045 -64.97389
## 3 17.74456 -64.68293
## 4 42.06237 -72.62575
## 5 42.53593 -71.49057
## 6 42.15688 -71.21619
## 7 42.25508 -71.12922
## 8 42.38141 -71.09671
## 9 44.82635 -69.79971
## 10 41.05935 -73.54438
## 11 40.78420 -74.50002
## 12 40.73183 -73.98918
## 13 40.75236 -73.97249
## 14 40.77592 -73.98261
## 15 40.79845 -73.97443
## 16 41.34419 -74.26218
## 17 40.56594 -80.14640
## 18 40.45319 -79.89950
## 19 40.31581 -76.88644
## 20 40.26783 -76.78737
## 21 40.01462 -76.24635
## 22 41.34504 -76.85726
## 23 40.58587 -75.36724
## 24 40.58587 -75.36724
## 25 40.58587 -75.36724
## 26 40.56471 -75.56876
## 27 39.95290 -75.17430
## 28 39.95173 -75.15865
## 29 39.97775 -75.14590
## 30 40.33861 -75.85816
## 31 38.74717 -77.48454
## 32 38.89650 -77.44513
## 33 38.98627 -77.45578
## 34 38.98627 -77.45578
## 35 39.13757 -76.86794
## 36 38.96426 -76.91354
## 37 39.00274 -76.93172
## 38 39.00499 -77.10149
## 39 39.09134 -77.18229
## 40 39.11282 -77.25050
## 41 39.16842 -77.17151
## 42 38.98161 -77.00116
## 43 39.49241 -76.67444
## 44 39.29483 -76.62223
## 45 39.29483 -76.62223
## 46 39.29483 -76.62223
## 47 39.30847 -76.63915
## 48 39.27486 -76.54283
## 49 39.28720 -76.59195
## 50 39.35488 -77.37590
## 51 38.31408 -75.53211
## 52 39.58541 -75.95896
## 53 38.85892 -77.26026
## 54 38.84932 -77.14147
## 55 38.94020 -77.16488
## 56 38.95095 -77.22954
## 57 38.85687 -77.05149
## 58 38.87372 -77.11732
## 59 38.89502 -77.07546
## 60 38.89502 -77.07546
## 61 38.89502 -77.07546
## 62 38.80685 -77.05637
## 63 38.08770 -78.55274
## 64 37.91028 -78.52212
## 65 37.91028 -78.52212
## 66 37.91028 -78.52212
## 67 38.09986 -78.88055
## 68 37.70223 -77.57400
## 69 37.65615 -77.53778
## 70 37.53977 -77.43553
## 71 37.49760 -77.46743
## 72 37.58664 -77.48912
## 73 37.47581 -77.58528
## 74 38.35072 -81.63036
## 75 37.82289 -81.26620
## 76 39.60263 -79.89540
## 77 30.51552 -84.34164
## 78 42.01008 -83.92785
## 79 42.03085 -93.58840
## 80 42.03085 -93.58840
## 81 42.04630 -93.69445
## 82 41.73027 -93.63498
## 83 41.73027 -93.63498
## 84 41.59317 -93.87471
## 85 41.55308 -93.74478
## 86 41.57008 -93.79842
## 87 41.58460 -93.62084
## 88 41.58268 -93.67667
## 89 41.62563 -93.79365
## 90 41.61324 -93.79787
## 91 43.07404 -94.21918
## 92 42.06566 -94.86966
## 93 42.04677 -91.68687
## 94 41.69958 -91.59595
## 95 41.69958 -91.59595
## 96 41.67287 -91.51216
## 97 42.07160 -91.66609
## 98 41.80588 -91.49239
## 99 41.29935 -91.71149
## 100 44.51192 -92.53913
## 101 44.95389 -93.16445
## 102 45.01220 -93.15119
## 103 45.10640 -93.49703
## 104 44.89566 -93.60765
## 105 44.91544 -93.48443
## 106 44.95640 -93.53899
## 107 44.98458 -93.26910
## 108 44.91182 -93.31964
## 109 44.91182 -93.31964
## 110 44.99946 -93.24168
## 111 44.97480 -93.25765
## 112 45.02132 -93.24285
## 113 45.06295 -93.38136
## 114 44.82313 -93.38611
## 115 44.87563 -93.37475
## 116 44.06982 -92.50658
## 117 43.55706 -91.78011
## 118 44.12812 -93.97899
## 119 44.50207 -95.45650
## 120 46.61877 -95.54828
## 121 43.60478 -96.70743
## 122 46.72426 -96.87276
## 123 46.86250 -96.92409
## 124 46.92709 -96.83470
## 125 46.92709 -96.83470
## 126 46.92709 -96.83470
## 127 46.85614 -96.82207
## 128 46.79323 -96.83968
## 129 47.86664 -97.14114
## 130 47.86664 -97.14114
## 131 47.92076 -97.07221
## 132 46.90412 -100.75030
## 133 48.21789 -103.76308
## 134 38.63518 -90.18700
## 135 38.63518 -90.18700
## 136 38.62971 -90.21686
## 137 38.62971 -90.21686
## 138 38.62971 -90.21686
## 139 38.64480 -90.25342
## 140 38.62579 -90.26700
## 141 38.62579 -90.26700
## 142 38.62579 -90.26700
## 143 38.65893 -90.28267
## 144 38.66507 -90.32531
## 145 38.67603 -90.37799
## 146 38.67603 -90.37799
## 147 38.61041 -90.29172
## 148 38.65828 -90.45820
## 149 39.10473 -94.59037
## 150 39.08490 -94.58647
## 151 39.08490 -94.58647
## 152 39.01407 -94.59565
## 153 38.95780 -94.59860
## 154 39.20997 -94.51466
## 155 38.88432 -92.39857
## 156 37.11972 -93.30972
## 157 39.53874 -95.13764
## 158 38.80427 -95.23267
## 159 38.80427 -95.23267
## 160 38.73067 -94.69555
## 161 39.02329 -95.20891
## 162 38.97810 -95.34413
## 163 38.97810 -95.34413
## 164 38.89376 -94.87998
## 165 38.89376 -94.87998
## 166 38.89376 -94.87998
## 167 38.83549 -94.77869
## 168 39.10896 -94.69254
## 169 38.92214 -94.70478
## 170 38.92214 -94.70478
## 171 38.92512 -94.63562
## 172 38.92512 -94.63562
## 173 38.96742 -94.71409
## 174 38.95770 -94.74427
## 175 39.01377 -94.74158
## 176 38.86368 -94.70845
## 177 38.93237 -96.30965
## 178 38.92419 -95.55964
## 179 38.97352 -96.80309
## 180 39.15630 -96.52126
## 181 39.15630 -96.52126
## 182 39.15630 -96.52126
## 183 39.15630 -96.52126
## 184 39.07961 -95.66323
## 185 38.97673 -95.84457
## 186 38.41421 -96.21830
## 187 39.82474 -97.06589
## 188 37.66312 -96.96528
## 189 37.68698 -97.33492
## 190 37.70718 -97.31775
## 191 37.77321 -97.21304
## 192 37.77321 -97.21304
## 193 37.77321 -97.21304
## 194 37.77321 -97.21304
## 195 38.83183 -97.65457
## 196 38.83183 -97.65457
## 197 38.83183 -97.65457
## 198 39.32934 -97.19339
## 199 39.37874 -98.74056
## 200 37.97749 -97.92645
## 201 38.12674 -97.92995
## 202 38.07623 -99.25438
## 203 38.35206 -98.79448
## 204 38.87688 -99.34954
## 205 38.87688 -99.34954
## 206 39.35908 -99.84449
## 207 39.79720 -101.83674
## 208 38.96919 -101.53192
## 209 37.72360 -100.05719
## 210 37.72360 -100.05719
## 211 38.47044 -101.38299
## 212 38.48041 -101.80598
## 213 40.85448 -96.66018
## 214 35.91628 -90.53953
## 215 38.97333 -106.38126
## 216 41.09236 -104.93627
## 217 41.09236 -104.93627
## 218 36.15138 -115.10865
## 219 36.06115 -115.26351ssbci$Amount[is.na(ssbci$Amount)] <- 0library(htmltools)## Warning: package 'htmltools' was built under R version 4.3.2library(dplyr)
library(leaflet)## Warning: package 'leaflet' was built under R version 4.3.2popup_style <- "
.custom-popup {
background-color: #F7F7F7;
color: #333;
font-family: Arial, sans-serif;
font-size: 14px;
}
"layers_control_style <- "
.leaflet-control-layers {
font-family: Arial, sans-serif;
font-size: 14px;
}
.leaflet-control-layers-list {
background-color: #F7F7F7;
border: 2px solid #333;
border-radius: 5px;
padding: 10px;
}
"#title
library(htmltools)
tag.map.title1 <- tags$style(HTML("
.leaflet-control.map-title {
transform: translate(-50%,20%);
position: fixed !important;
left: 30%;
text-align: center;
padding-left: 10px;
padding-right: 10px;
background: rgba(0, 51, 102, 0.5);
font-weight: bold;
font-size: 13px;
color: white;
}
"))
title1 <- tags$div(
tag.map.title1, HTML("SSBCI loans and investments, 2023")
)disclaimer_text <- "About this map: This map contains publicly announced State Small Business Credit Initiative (SSBCI) loans and investments tracked and broadly categorized by the Nowak Metro Finance Lab. Deals are sourced via jurisdiction websites, press releases, and news outlets. They are broadly classified as manufacturing, supplier (i.e., B2G/B2C), “Main Street” (i.e., local-serving firms), and high growth (e.g., technology) businesses."
additional_disclaimer_text <- "Disclaimer: This map is not a comprehensive or authoritative listing of all SSBCI loans and investments. Many jurisdictions and their partners may not release information about SSBCI loans and investments, and many publicly announced deals may be omitted. Comprehensive information will be released by the U.S. Treasury Department.
This map is intended for illustrative purposes only. It provides examples of firms that have received SSBCI loans and investments and is intended to highlight the range of firm types that are using program funds. The map should not be used to evaluate the performance of any participating jurisdiction or entity. What have we missed? Are you aware of publicly-announced SSBCI loans and investments that are not included on this map? Let us know: csd77@drexel.edu"
disclaimer <- tags$div(
style = "position: fixed; bottom: 60px; right: 10px; background: rgba(255, 255, 255, 0.3); padding: 5px; font-size: 13px;",
disclaimer_text,
tags$br(),
tags$span(style = "font-size: 11px;", additional_disclaimer_text) # Set the font size for additional_disclaimer_text
)
ssbci$size <- 5.5
library(htmltools)
library(dplyr)
library(leaflet)
library(scales)## Warning: package 'scales' was built under R version 4.3.2library(leaflet.extras)## Warning: package 'leaflet.extras' was built under R version 4.3.2sector_palette <- colorFactor("Set1", ssbci$Sector)
program_palette<- colorFactor("PiYG", ssbci$`Program Type`)
#create link in pop up
create_link <- function(url, text) {
sprintf('<a href="%s" target="_blank">%s</a>', url, text)
}
library(rgdal)
states_shapefile = readOGR(dsn="data/cb_2018_us_state_500k/.", verbose=FALSE)## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among others## Warning: OGR support is provided by the sf and terra packages among othersstates <- leaflet() %>%
addProviderTiles(providers$CartoDB.Positron) %>%
setView(-98.483330, 38.712046, zoom = 4) %>%
addPolygons(data = states_shapefile, weight = 1, col = '#333333', smoothFactor = 0.5,
highlightOptions = highlightOptions(
color='#E0FDFB', weight = 1.5,
sendToBack = TRUE), label = ~NAME) %>%
addCircleMarkers(data = ssbci %>% filter(Sector == "Manufacturing"),
color =~sector_palette(Sector),
lat = ~LAT, lng = ~LNG,
radius = ~ size,
fillOpacity = 0.5, stroke = TRUE,popup=~paste("Sector: ",Sector,"<br/>", "Industry: ",
Industry,"<br/>", "Business Name: ", `Business Name`,"<br/>","Amount: ", dollar(Amount),"<br/>", create_link(Link, "Visit Website") ),weight = 1,group = "Manufacturing") %>%
addCircleMarkers(data = ssbci %>% filter(Sector == "Supplier"),
color =~sector_palette(Sector),
lat = ~LAT, lng = ~LNG,
radius = ~ size,
fillOpacity = 0.5, stroke = TRUE,popup=~paste("Sector: ",Sector,"<br/>", "Industry: ",
Industry,"<br/>", "Business Name: ", `Business Name`,"<br/>","Amount: ", dollar(Amount),"<br/>", create_link(Link, "Visit Website") ),weight = 1,group = "Supplier") %>%
addCircleMarkers(data = ssbci %>% filter(Sector == "High Growth"),
color =~sector_palette(Sector),
lat = ~LAT, lng = ~LNG,
radius = ~ size,
fillOpacity = 0.5, stroke = TRUE,popup=~paste("Sector: ",Sector,"<br/>", "Industry: ",
Industry,"<br/>", "Business Name: ", `Business Name`,"<br/>","Amount: ", dollar(Amount),"<br/>", create_link(Link, "Visit Website") ),weight = 1,group = "High Growth") %>%
addCircleMarkers(data = ssbci %>% filter(Sector == "Main Street"),
color =~sector_palette(Sector),
lat = ~LAT, lng = ~LNG,
radius = ~ size,
fillOpacity = 0.5, stroke = TRUE,popup=~paste("Sector: ",Sector,"<br/>", "Industry: ",
Industry,"<br/>", "Business Name: ", `Business Name`,"<br/>","Amount: ", dollar(Amount),"<br/>", create_link(Link, "Visit Website") ),weight = 1,group = "Main Street") %>%
addCircleMarkers(data = ssbci %>% filter(is.na(Sector)),
color =~sector_palette(Sector),
lat = ~LAT, lng = ~LNG,
radius = ~ size,
fillOpacity = 0.5, stroke = TRUE,popup=~paste("Sector: ",Sector,"<br/>", "Industry: ",
Industry,"<br/>", "Business Name: ", `Business Name`,"<br/>","Amount: ", dollar(Amount),"<br/>", create_link(Link, "Visit Website") ),weight = 1,group = "NA") %>%
addLegend(position = "topright",
colors = c("lightgreen", "purple", "red", "lightblue", "lightgrey"), # Set your desired colors
labels = c("Manufacturing", "Supplier", "High Growth", "Main Street", "NA"), # Set your desired labels
title = "Sectors",
opacity = 0.5,
group = c("Manufacturing", "Supplier", "High Growth", "Main Street", "NA")) %>%
addLayersControl(overlayGroups = c("Manufacturing", "Supplier", "High Growth", "Main Street", "NA"),options= layersControlOptions(collapsed = TRUE, position="bottomright")) %>%
addControl(title1, position = "topright", className="map-title") %>%
addControl(disclaimer, position = "bottomleft") # Add the disclaimer text
# Display the map
states