diff --git a/build/candidates.csv b/build/candidates.csv
index 1331e421f..5304be9ee 100644
--- a/build/candidates.csv
+++ b/build/candidates.csv
@@ -1,203 +1,203 @@
 filename,election,name,total_contributions,total_contributions_by_type,total_contributions_by_origin_with_unitemized
-saleem-shakir-gilmore.json,oakland-2014-11-04,Saleem Shakir-Gilmore,17639.0,17639.0,17639.0
-nicolas-heidorn.json,oakland-2014-11-04,Nicolas Heidorn,147.23,147.23,147.23
-renato-almanzor.json,oakland-2014-11-04,Renato Almanzor,12093.0,12093.0,12093.0
+abel-guillen.json,oakland-2014-11-04,Abel Guillén,110520.36,110520.36,110520.36
+aimee-eng.json,oakland-2014-11-04,Aimee Eng,33744.95,33744.95,33744.95
+andrew-park.json,oakland-2014-11-04,Andrew Park,67825.58,67825.58,67825.58
+annie-campbell-washington.json,oakland-2014-11-04,Annie Campbell Washington,105077.62,105077.62,105077.62
+brenda-roberts.json,oakland-2014-11-04,Brenda Roberts,69175.0,69175.0,69175.0
+bryan-parker.json,oakland-2014-11-04,Bryan Parker,237608.59,237608.59,237608.59
+charles-williams.json,oakland-2014-11-04,Charles Williams,11835.0,11835.0,11835.0
+cheri-spigner.json,oakland-2014-11-04,Cheri Spigner,18747.83,18747.83,18747.83
+christopher-dobbins.json,oakland-2014-11-04,Christopher Dobbins,5000.0,5000.0,5000.0
 courtney-ruby.json,oakland-2014-11-04,Courtney Ruby,164638.37,164638.37,164638.37
+dan-siegel.json,oakland-2014-11-04,Dan Siegel,280968.87,280968.87,280968.87
+dana-king.json,oakland-2014-11-04,Dana King,91487.96,91487.96,91487.96
+desley-brooks.json,oakland-2014-11-04,Desley Brooks,38429.0,38429.0,38429.0
+eric-wilson.json,oakland-2014-11-04,Eric Wilson,0.0,0.0,0.0
+james-moore.json,oakland-2014-11-04,James Moore,10758.0,10758.0,10758.0
+jason-anderson.json,oakland-2014-11-04,Jason Anderson,0.0,0.0,0.0
 jean-quan.json,oakland-2014-11-04,Jean Quan,242342.31,242342.31,242342.31
-william-bo-ghirardelli.json,oakland-2014-11-04,"William ""Bo"" Ghirardelli",0.0,0.0,0.0
+jill-broadhurst.json,oakland-2014-11-04,Jill Broadhurst,77671.0,77671.0,77671.0
 joe-tuman.json,oakland-2014-11-04,Joe Tuman,115502.98,115502.98,115502.98
-annie-campbell-washington.json,oakland-2014-11-04,Annie Campbell Washington,105077.62,105077.62,105077.62
-libby-schaaf.json,oakland-2014-11-04,Libby Schaaf,334897.66,334897.66,334897.66
-cheri-spigner.json,oakland-2014-11-04,Cheri Spigner,18747.83,18747.83,18747.83
+karl-debro.json,oakland-2014-11-04,Karl Debro,1165.8,1165.8,1165.8
 ken-houston.json,oakland-2014-11-04,Ken Houston,0.0,0.0,0.0
-bryan-parker.json,oakland-2014-11-04,Bryan Parker,237608.59,237608.59,237608.59
+ken-maxey.json,oakland-2014-11-04,Ken Maxey,0.0,0.0,0.0
+kevin-blackburn.json,oakland-2014-11-04,Kevin Blackburn,62212.0,62212.0,62212.0
 len-raphael.json,oakland-2014-11-04,Len Raphael,37784.69,37784.69,37784.69
-jason-anderson.json,oakland-2014-11-04,Jason Anderson,0.0,0.0,0.0
-andrew-park.json,oakland-2014-11-04,Andrew Park,67825.58,67825.58,67825.58
-rebecca-kaplan.json,oakland-2014-11-04,Rebecca Kaplan,347445.36,347445.36,347445.36
+libby-schaaf.json,oakland-2014-11-04,Libby Schaaf,334897.66,334897.66,334897.66
+michael-johnson.json,oakland-2014-11-04,Michael Johnson,34487.87,34487.87,34487.87
+nancy-sidebotham.json,oakland-2014-11-04,Nancy Sidebotham,0.0,0.0,0.0
+nicolas-heidorn.json,oakland-2014-11-04,Nicolas Heidorn,147.23,147.23,147.23
+nina-senn.json,oakland-2014-11-04,Nina Senn,24233.82,24233.82,24233.82
+pat-mccullough.json,oakland-2014-11-04,Pat Mccullough,0.0,0.0,0.0
 paul-lim.json,oakland-2014-11-04,Paul Lim,0.0,0.0,0.0
-shanthi-gonzales.json,oakland-2014-11-04,Shanthi Gonzales,65860.61,65860.61,65860.61
 peter-liu.json,oakland-2014-11-04,Peter Liu,0.0,0.0,0.0
-pat-mccullough.json,oakland-2014-11-04,Pat Mccullough,0.0,0.0,0.0
-desley-brooks.json,oakland-2014-11-04,Desley Brooks,38429.0,38429.0,38429.0
-vicente-cruz.json,oakland-2014-11-04,Vicente Cruz,0.0,0.0,0.0
-aimee-eng.json,oakland-2014-11-04,Aimee Eng,33744.95,33744.95,33744.95
-james-moore.json,oakland-2014-11-04,James Moore,10758.0,10758.0,10758.0
-michael-johnson.json,oakland-2014-11-04,Michael Johnson,34487.87,34487.87,34487.87
-christopher-dobbins.json,oakland-2014-11-04,Christopher Dobbins,5000.0,5000.0,5000.0
-eric-wilson.json,oakland-2014-11-04,Eric Wilson,0.0,0.0,0.0
+rebecca-kaplan.json,oakland-2014-11-04,Rebecca Kaplan,347445.36,347445.36,347445.36
+renato-almanzor.json,oakland-2014-11-04,Renato Almanzor,12093.0,12093.0,12093.0
 saied-karamooz.json,oakland-2014-11-04,Saied Karamooz,2609.9,2609.9,2609.9
+saleem-shakir-gilmore.json,oakland-2014-11-04,Saleem Shakir-Gilmore,17639.0,17639.0,17639.0
+shanthi-gonzales.json,oakland-2014-11-04,Shanthi Gonzales,65860.61,65860.61,65860.61
 shereda-nosakhare.json,oakland-2014-11-04,Shereda Nosakhare,27536.29,27536.29,27536.29
 summuel-washington.json,oakland-2014-11-04,Summuel Washington,0.0,0.0,0.0
-abel-guillen.json,oakland-2014-11-04,Abel Guillén,110520.36,110520.36,110520.36
-nancy-sidebotham.json,oakland-2014-11-04,Nancy Sidebotham,0.0,0.0,0.0
-kevin-blackburn.json,oakland-2014-11-04,Kevin Blackburn,62212.0,62212.0,62212.0
-nina-senn.json,oakland-2014-11-04,Nina Senn,24233.82,24233.82,24233.82
-jill-broadhurst.json,oakland-2014-11-04,Jill Broadhurst,77671.0,77671.0,77671.0
-dana-king.json,oakland-2014-11-04,Dana King,91487.96,91487.96,91487.96
-brenda-roberts.json,oakland-2014-11-04,Brenda Roberts,69175.0,69175.0,69175.0
-karl-debro.json,oakland-2014-11-04,Karl Debro,1165.8,1165.8,1165.8
-ken-maxey.json,oakland-2014-11-04,Ken Maxey,0.0,0.0,0.0
-charles-williams.json,oakland-2014-11-04,Charles Williams,11835.0,11835.0,11835.0
-dan-siegel.json,oakland-2014-11-04,Dan Siegel,280968.87,280968.87,280968.87
-vancedric-williams.json,oakland-2020-11-03,VanCedric Williams,36218.73,36218.73,36218.73
+vicente-cruz.json,oakland-2014-11-04,Vicente Cruz,0.0,0.0,0.0
+william-bo-ghirardelli.json,oakland-2014-11-04,"William ""Bo"" Ghirardelli",0.0,0.0,0.0
+barbara-parker.json,oakland-2016-11-08,Barbara Parker,67909.0,67909.0,67909.0
+benjamin-lang.json,oakland-2016-11-08,Benjamin Lang,0.0,0.0,0.0
+bruce-quan.json,oakland-2016-11-08,Bruce Quan,75623.14,75623.14,75623.14
+chris-jackson.json,oakland-2016-11-08,Chris Jackson,25462.0,25462.0,25462.0
+dan-kalb.json,oakland-2016-11-08,Dan Kalb,113160.66,113160.66,113160.66
+donald-macleay.json,oakland-2016-11-08,Donald Macleay,5219.5,5219.5,5219.5
+francis-matt-hummel.json,oakland-2016-11-08,Francis Matt Hummel,1750.0,1750.0,1750.0
+huber-trenado.json,oakland-2016-11-08,Huber Trenado,21685.48,21685.48,21685.48
+james-harris.json,oakland-2016-11-08,James Harris,27586.0,27586.0,27586.0
+jody-london.json,oakland-2016-11-08,Jody London,22344.0,22344.0,22344.0
+jumoke-hinton-hodge.json,oakland-2016-11-08,Jumoke Hinton Hodge,25041.85,25041.85,25041.85
+kevin-corbett.json,oakland-2016-11-08,Kevin Corbett,42542.0,42542.0,42542.0
+kharyshi-wiginton.json,oakland-2016-11-08,Kharyshi Wiginton,5798.0,5798.0,5798.0
+larry-reid.json,oakland-2016-11-08,Larry Reid,76910.71,76910.71,76910.71
+lucky-narain.json,oakland-2016-11-08,Lucky Narain,0.0,0.0,0.0
+lynette-gibson-mcelhaney.json,oakland-2016-11-08,Lynette Gibson McElhaney,128456.69,128456.69,128456.69
+marcie-hodge.json,oakland-2016-11-08,Marcie Hodge,25174.0,25224.0,25224.0
+michael-hassid.json,oakland-2016-11-08,Michael Hassid,8546.0,8546.0,8546.0
+michael-hutchinson.json,oakland-2016-11-08,Michael Hutchinson,0.0,0.0,0.0
+nancy-sidebotham.json,oakland-2016-11-08,Nancy Sidebotham,396.0,396.0,396.0
+nehanda-imara.json,oakland-2016-11-08,Nehanda Imara,27941.0,27941.0,27941.0
+noel-gallo.json,oakland-2016-11-08,Noel Gallo,48119.0,48119.0,48119.0
+noni-session.json,oakland-2016-11-08,Noni Session,10634.0,10634.0,10634.0
+peggy-moore.json,oakland-2016-11-08,Peggy Moore,118645.86,122727.86,122727.86
+rebecca-kaplan.json,oakland-2016-11-08,Rebecca Kaplan,174571.99,174571.99,174571.99
+roseann-torres.json,oakland-2016-11-08,Roseann Torres,42403.01,42403.01,42403.01
+viola-gonzales.json,oakland-2016-11-08,Viola Gonzales,69742.41,69742.41,69742.41
+abel-guillen.json,oakland-2018-11-06,Abel Guillén,200652.0,200652.0,200652.0
+aimee-eng.json,oakland-2018-11-06,Aimee Eng,-3014.3,-3014.3,-3014.3
+anthony-wilson.json,oakland-2018-11-06,Anthony Wilson,12254.69,12254.69,12254.69
+brenda-roberts.json,oakland-2018-11-06,Brenda Roberts,57047.13,57047.13,57047.13
+cat-brooks.json,oakland-2018-11-06,Cat Brooks,191189.79,191189.79,191189.79
+cedric-anthony-troupe.json,oakland-2018-11-06,Cedric Anthony Troupe,0.0,0.0,0.0
+charlie-michelson.json,oakland-2018-11-06,Charlie Michelson,95313.0,95250.0,95250.0
+clarissa-doutherd.json,oakland-2018-11-06,Clarissa Doutherd,55131.12,55131.12,55131.12
+courtney-ruby.json,oakland-2018-11-06,Courtney Ruby,52266.74,52266.74,52266.74
+desley-brooks.json,oakland-2018-11-06,Desley Brooks,105825.0,105825.0,105825.0
+donte-kenzie-smith.json,oakland-2018-11-06,Donte Kenzie Smith,0.0,0.0,0.0
+francis-hummel.json,oakland-2018-11-06,Francis Hummel,14928.6,14928.6,14928.6
+gary-yee.json,oakland-2018-11-06,Gary Yee,33876.58,25168.58,25168.58
+jesse-a-j-smith.json,oakland-2018-11-06,Jesse A.J. Smith,0.0,0.0,0.0
+joseph-simmons.json,oakland-2018-11-06,Joseph Simmons,57141.65,57141.65,57141.65
+joseph-tanios.json,oakland-2018-11-06,Joseph Tanios,24920.0,24920.0,24920.0
+ken-houston.json,oakland-2018-11-06,Ken Houston,0.0,0.0,0.0
+libby-schaaf.json,oakland-2018-11-06,Libby Schaaf,615686.6,615686.6,615686.6
+loren-taylor.json,oakland-2018-11-06,Loren Taylor,152465.26,152465.26,152465.26
+marchon-tatmon.json,oakland-2018-11-06,Marchon Tatmon,22734.8,22734.8,22734.8
+maria-marlo-rodriguez.json,oakland-2018-11-06,"Maria ""Marlo"" Rodriguez",25483.0,25483.0,25483.0
+mya-whitaker.json,oakland-2018-11-06,Mya Whitaker,18176.0,18176.0,18176.0
+nancy-sidebotham.json,oakland-2018-11-06,Nancy Sidebotham,0.0,0.0,0.0
+natasha-middleton.json,oakland-2018-11-06,Natasha Middleton,77814.57,77814.57,77814.57
+nayeli-maxson.json,oakland-2018-11-06,Nayeli Maxson,58399.56,58399.56,58399.56
+nikki-fortunato-bas.json,oakland-2018-11-06,Nikki Fortunato Bas,197617.59,197617.59,197617.59
+pamela-harris.json,oakland-2018-11-06,Pamela Harris,68499.13,68499.13,68499.13
+pamela-price.json,oakland-2018-11-06,Pamela Price,109782.9,109782.9,109782.9
+peter-liu.json,oakland-2018-11-06,Peter Liu,0.0,0.0,0.0
+saied-karamooz.json,oakland-2018-11-06,Saied Karamooz,9548.6,9548.6,9548.6
+shanthi-gonzales.json,oakland-2018-11-06,Shanthi Gonzales,41273.0,41273.0,41273.0
+sheng-thao.json,oakland-2018-11-06,Sheng Thao,125319.19,125319.19,125319.19
+aaron-clay.json,oakland-2020-11-03,Aaron Clay,71517.67,71517.67,71517.67
+alexus-taylor.json,oakland-2020-11-03,Alexus Taylor,0.0,0.0,0.0
+austin-dannhaus.json,oakland-2020-11-03,Austin Dannhaus,39343.0,39343.0,39343.0
+barbara-parker.json,oakland-2020-11-03,Barbara Parker,144682.67,144682.67,144682.67
+ben-coach-tapscott.json,oakland-2020-11-03,"Ben ""Coach"" Tapscott",13862.58,13862.58,13862.58
+benjamin-sam-davis.json,oakland-2020-11-03,"Benjamin ""Sam"" Davis",70467.99,70467.99,70467.99
+bronche-taylor.json,oakland-2020-11-03,Bronché Taylor,0.0,0.0,0.0
+carroll-fife.json,oakland-2020-11-03,Carroll Fife,265408.07,265408.07,265408.07
 cherisse-gash.json,oakland-2020-11-03,Cherisse Gash,6225.0,6225.0,6225.0
-eli-ferran.json,oakland-2020-11-03,Eli Ferran,127237.43,127237.43,127237.43
 clifford-thompson.json,oakland-2020-11-03,Clifford Thompson,19102.0,19102.0,19102.0
-treva-reid.json,oakland-2020-11-03,Treva Reid,166111.47,166111.47,166111.47
-steph-dominguez-walton.json,oakland-2020-11-03,Steph Dominguez Walton,171728.18,171728.18,171728.18
-alexus-taylor.json,oakland-2020-11-03,Alexus Taylor,0.0,0.0,0.0
-mike-hutchinson.json,oakland-2020-11-03,Mike Hutchinson,27381.49,27381.49,27381.49
+dan-kalb.json,oakland-2020-11-03,Dan Kalb,164884.39,164884.39,164884.39
 derreck-b-johnson.json,oakland-2020-11-03,Derreck B. Johnson,268002.98,268002.98,268002.98
-austin-dannhaus.json,oakland-2020-11-03,Austin Dannhaus,39343.0,39343.0,39343.0
-tri-ngo.json,oakland-2020-11-03,Tri Ngo,26410.15,26410.15,26410.15
-mark-hurty.json,oakland-2020-11-03,Mark Hurty,19109.0,19109.0,19109.0
+eli-ferran.json,oakland-2020-11-03,Eli Ferran,127237.43,127237.43,127237.43
 faye-taylor.json,oakland-2020-11-03,Faye Taylor,2250.0,2250.0,2250.0
+jorge-c-lerma.json,oakland-2020-11-03,Jorge C. Lerma,33865.0,33865.0,33865.0
 kristina-molina.json,oakland-2020-11-03,Kristina Molina,0.0,0.0,0.0
-marchon-tatmon.json,oakland-2020-11-03,Marchon Tatmon,16455.36,16455.36,16455.36
-rebecca-kaplan.json,oakland-2020-11-03,Rebecca Kaplan,252632.43,252632.43,252632.43
-zoe-lopez-meraz.json,oakland-2020-11-03,Zoe Lopez-Meraz,8986.15,8986.15,8986.15
-carroll-fife.json,oakland-2020-11-03,Carroll Fife,265408.07,265408.07,265408.07
-maiya-edgerly.json,oakland-2020-11-03,Maiya Edgerly,10103.0,10103.0,10103.0
-stacy-thomas.json,oakland-2020-11-03,Stacy Thomas,175.0,175.0,175.0
 leroy-gaines.json,oakland-2020-11-03,Leroy Gaines,48671.7,48671.7,48671.7
-ben-coach-tapscott.json,oakland-2020-11-03,"Ben ""Coach"" Tapscott",13862.58,13862.58,13862.58
-bronche-taylor.json,oakland-2020-11-03,Bronché Taylor,0.0,0.0,0.0
 lynette-gibson-mcelhaney.json,oakland-2020-11-03,Lynette Gibson McElhaney,238153.84,238153.84,238153.84
+maiya-edgerly.json,oakland-2020-11-03,Maiya Edgerly,10103.0,10103.0,10103.0
+marchon-tatmon.json,oakland-2020-11-03,Marchon Tatmon,16455.36,16455.36,16455.36
 marcie-hodge.json,oakland-2020-11-03,Marcie Hodge,15065.0,15065.0,15065.0
+mark-hurty.json,oakland-2020-11-03,Mark Hurty,19109.0,19109.0,19109.0
 maximo-santana.json,oakland-2020-11-03,Maximo Santana,0.0,0.0,0.0
 meron-semedar.json,oakland-2020-11-03,Meron Semedar,0.0,0.0,0.0
-barbara-parker.json,oakland-2020-11-03,Barbara Parker,144682.67,144682.67,144682.67
-seneca-scott.json,oakland-2020-11-03,Seneca Scott,0.0,0.0,0.0
-robert-bob-jackson.json,oakland-2020-11-03,"Robert ""Bob"" Jackson",96539.65,96539.65,96539.65
-benjamin-sam-davis.json,oakland-2020-11-03,"Benjamin ""Sam"" Davis",70467.99,70467.99,70467.99
-richard-santos-raya.json,oakland-2020-11-03,Richard Santos Raya,32262.96,32262.96,32262.96
-victor-javier-valerio.json,oakland-2020-11-03,Victor Javier Valerio,0.0,0.0,0.0
-aaron-clay.json,oakland-2020-11-03,Aaron Clay,71517.67,71517.67,71517.67
+mike-hutchinson.json,oakland-2020-11-03,Mike Hutchinson,27381.49,27381.49,27381.49
 nancy-sidebotham.json,oakland-2020-11-03,Nancy Sidebotham,0.0,0.0,0.0
-jorge-c-lerma.json,oakland-2020-11-03,Jorge C. Lerma,33865.0,33865.0,33865.0
-dan-kalb.json,oakland-2020-11-03,Dan Kalb,164884.39,164884.39,164884.39
-sheila-pope-lawrence.json,oakland-2020-11-03,Sheila Pope Lawrence,17885.74,17885.74,17885.74
 noel-gallo.json,oakland-2020-11-03,Noel Gallo,82077.0,82077.0,82077.0
-natasha-middleton.json,oakland-2018-11-06,Natasha Middleton,77814.57,77814.57,77814.57
-pamela-price.json,oakland-2018-11-06,Pamela Price,109782.9,109782.9,109782.9
-courtney-ruby.json,oakland-2018-11-06,Courtney Ruby,52266.74,52266.74,52266.74
-francis-hummel.json,oakland-2018-11-06,Francis Hummel,14928.6,14928.6,14928.6
-libby-schaaf.json,oakland-2018-11-06,Libby Schaaf,615686.6,615686.6,615686.6
-ken-houston.json,oakland-2018-11-06,Ken Houston,0.0,0.0,0.0
-joseph-tanios.json,oakland-2018-11-06,Joseph Tanios,24920.0,24920.0,24920.0
-mya-whitaker.json,oakland-2018-11-06,Mya Whitaker,18176.0,18176.0,18176.0
-marchon-tatmon.json,oakland-2018-11-06,Marchon Tatmon,22734.8,22734.8,22734.8
-shanthi-gonzales.json,oakland-2018-11-06,Shanthi Gonzales,41273.0,41273.0,41273.0
-peter-liu.json,oakland-2018-11-06,Peter Liu,0.0,0.0,0.0
-cedric-anthony-troupe.json,oakland-2018-11-06,Cedric Anthony Troupe,0.0,0.0,0.0
-nikki-fortunato-bas.json,oakland-2018-11-06,Nikki Fortunato Bas,197617.59,197617.59,197617.59
-charlie-michelson.json,oakland-2018-11-06,Charlie Michelson,95313.0,95250.0,95250.0
-desley-brooks.json,oakland-2018-11-06,Desley Brooks,105825.0,105825.0,105825.0
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