Acknowledgments

Iwe yi ni o ni ohun gbogbo ipin on ibi-ifowosowopo, sugbon yi iwe jẹ ara kan ibi-ifowosowopo. Oyimbo nìkan iwe yi yoo ko tẹlẹ wà ti o ko fun awọn oninurere support ti ọpọlọpọ awọn iyanu eniyan ati ajo. Fun pe, emi li lalailopinpin dupe.

Ọpọlọpọ awọn eniyan pese esi nipa ọkan tabi diẹ ẹ sii ti awọn wọnyi awọn ipin tabi ti tesiwaju awọn ibaraẹnisọrọ pẹlu mi nipa awọn iwe. Mo dupe to Solon Baracas, Tom Boellstorff, Clark Bernier, Michael Bernstein, Megan Blanchard, Josh Blumenstock, Dalton Conley, Yo-Yo Chen, Etani Sare, Nick Feamster, Cybelle Fox, Maggie Frye, Sharad Goel, Jake Hoffman, Joanna Huey , Patrick Ishizuka, Ben Jones, Dawn Koffman, Sasha Killewald, Harrissa Lamothe, Andrés Lajous, David Lee, Amy Lerman, Meagan Levinson, Andrew Ledford, Dai Li, Karen Levy, Ian Lundberg, Xiao Ma, Andrew Mao, John Lefi Martin, Judie Miller, Arvind Naranyanan, Gina Neff, Cathy O'Neil, Nicole Pangborn, Ryan Parsons, Devah Pager, Arnout van de Rijt, David Rothschild, Bill Salganik, Laura Salganik, Christian Sandvig, Mattias Smångs, Sid Suri, Brandon Stewart, Michael Szell, Sean Taylor, Florencia Torche, Rajan Vaish, Taylor Winfield, Han Zhang, ati Simone Zhang. Emi yoo tun fẹ lati dúpẹ lọwọ àwọn omo ile ni Sosioloji 503 ninu awọn orisun omi 2016 fun kika ohun kutukutu ti ikede awọn iwe afọwọkọ, ati awọn omo ile ni mi courses lori awọn ọdun ti o ti se iranwo apẹrẹ ọpọlọpọ awọn ti awọn ero ninu iwe yi.

Mo ní ohun iyanu iwe afọwọkọ onifioroweoro ti a ti ṣeto ni ti gbalejo nipa Princeton ká Center fun awọn Study of Democratic iselu. Emi yoo fẹ lati dúpẹ lọwọ Marcus Šaaju ki o si Michele Epstein fun ni atilẹyin ni alapejọ. Ati ki o, Emi yoo fẹ lati dúpẹ lọwọ gbogbo awọn ti awọn olukopa ti o si mu akoko lati wọn nšišẹ aye lati ran mi mu awọn iwe: Elizabeth Bruch, Paul DiMaggio, Filiz Garip, Meagan Levinson, Karen Levy, Mor Naamani, Sean Taylor, Markus Šaaju, Jess Metcalf, Brandon Stewart, Duncan Watts, ati Han Zhang. Ti o wà gan ìyanu kan ọjọ, ati Mo lero wipe Mo ti sọ ti ni anfani lati ikanni diẹ ninu awọn ti ọgbọn lati pe yara sinu ik iwe afọwọkọ.

A diẹ miiran eniyan yẹ pataki ọpẹ. Duncan Watts je mi arosọ onimọran, ati awọn ti o je mi arosọ iwadi ti o ṣe mi mọ bi moriwu yi ni irú ti iwadi le je; lai awọn iriri ti mo ti ní ni ile-iwe mewa iwe yi yoo ko tẹlẹ. Paul DiMaggio wà ni akọkọ eniyan lati se iwuri fun mi lati kọ iwe yi. Gbogbo awọn ti o sele kan Friday nigba ti a ni won mejeeji nduro fun awọn kofi ẹrọ ni Wallace Hall, ati ki o Mo si tun ranti wipe soke titi ti akoko, awọn agutan ti kikọ iwe kan ti kò rekoja mi lokan. Ki o ma nigba ti mo ti a ti kosi kikọ iwe yi ti mo bú Paul fun aba, ṣugbọn nisisiyi emi ni jinna dupe fun u fun dá mi pe mo ti ṣe ni o daju ni nkankan lati sọ ati pe eniyan yoo jẹ nife. Mo ti fẹ tun fẹ lati dúpẹ lọwọ Karen Levy fun kika fere gbogbo awọn ti awọn ipin ninu wọn earliest ati messiest fọọmu; o iranwo mi ri awọn ńlá aworan nigbati mo ti di ni èpo. Mo fẹ lati dúpẹ lọwọ Arvind Narayanan fun ran mi idojukọ ki o si liti awọn ariyanjiyan ninu iwe lori ọpọlọpọ awọn iyanu lunches. Brandon Stewart je nigbagbogbo dun lati iwiregbe tabi wo ni ipin, ati imọ ati itunu pa mi gbigbe siwaju, paapa nigbati mo ti bere lati bã gbá mejeji. Ati, lakotan, Emi yoo fẹ lati dúpẹ lọwọ Marissa King fun ran mi wá soke pẹlu awọn akọle to iwe yi ọkan Sunny Friday ni New Haven.

Nigba ti kikọ iwe yi, mo anfaani lati support ti meta iyanu ajo. First, ni Princeton University, Mo wa dupe mi awọn ẹlẹgbẹ ati awọn omo ile ni Department of Sosioloji fun ṣiṣẹda ati mimu kan gbona ati atilẹyin asa. Emi yoo tun fẹ lati dúpẹ lọwọ àwọn Center fun Information Technology Policy fun ni tooto mi ìyanu kan ọgbọn keji ile ibi ti mo ti le ni imọ siwaju sii nipa bi kọmputa sayensi ri aye. Ipin ti iwe yi ni ibi ti kọ nigba ti mo ti wà lori sabbatical lati Princeton. First, Emi yoo fẹ lati dúpẹ lọwọ Microsoft Research, New York City fun jije mi ile ni 2013-14. Jennifer Chayes, David Pennock, ati gbogbo isiro awujo Imọ Ẹgbẹ wà iyanu ogun ati araa. Keji, Emi yoo fẹ lati dúpẹ lọwọ Cornell Tech fun jije mi ile ni 2015-16. Dan Huttenlocher, Mor Naamani, ati gbogbo eniyan ni Social Technologies Lab iranwo ṣe Cornell Tech ni bojumu ayika fun mi lati pari iwe yi. Ni ọpọlọpọ awọn ọna iwe yi jẹ nipa apapọ ero lati data Imọ ati awujo Imọ, ati Mo ro wipe awọn mejeeji Microsoft Research ati Cornell Tech ni o wa si dede ti yi ni irú ti ohun agbelebu-pollination.

Nigba ti kikọ iwe yi, mo ní o tayọ iwadi iranlowo lati mẹta eniyan. Mo dupe to Han Zhang, paapa fun re iranlọwọ ṣiṣe awọn aworan ninu iwe yi. Mo dupe to Yo-Yo Chen, paapa fun u iranlọwọ drafting awọn akitiyan ninu iwe yi. Níkẹyìn, mo dupe to Judie Miller, paapa fun u iranlọwọ aṣepari ati ipasẹ si isalẹ gbogbo irú ti ohun elo lati ìkàwé.

Mo ti gba wulo esi lori ero ninu iwe yi ni nọmba kan ti Kariaye. Emi yoo fẹ lati dúpẹ lọwọ awọn oluṣeto ati awọn alabaṣepọ ni awọn wọnyi iṣẹlẹ: Cornell Tech Connective Media Apejọ, Princeton Center fun awọn Study of Democratic Politics Apejọ, Stanford HCI Colloquium, Berkeley Sosioloji Colloquium, Russell Sage Foundation Ṣiṣẹ Group on isiro Social Imọ, Princeton DeCamp Bioethics Apejọ, Columbia Pipo ọna ni Social Sciences Abẹniwò Agbọrọsọ jara, Princeton Center fun Information Technology Policy Technology ati Society Reading Group, Simons Institute fun awọn yii ti Computing onifioroweoro on New itọnisọna ni isiro Social Science & Data Imọ, Data ati Society onifioroweoro, University of Chicago, Sosioloji Colloquium, International Conference on isiro Social Imọ, Data Science Summer School ni Microsoft Research, ati awọn Society fun Industrial ati Applied Mathematics (Siam) Annual Ipade.

Awọn ayelujara ti ikede yi iwe ti a da nipa Luku Baker, Paul Yuen, ati Alan Ritari ti Agathon Group. Nṣiṣẹ pẹlu wọn lori ise agbese yi je kan idunnu, bi nigbagbogbo. Ọkan ninu awọn ayanfẹ mi ohun nipa wa ise agbese jọ ni wipe mo ti tesiwaju eko lati wa collaborations. Emi yoo paapa fẹ lati dúpẹ lọwọ Luku fun tun sese Kọ ilana fun iwe yi ati ki o ran mi lilö kiri ni dudu igun ti Git, pandoc, ki o si ṣe.

Iwe yi ati awọn ti a tẹle aaye ayelujara won da pẹlu awọn nọmba kan ti ìmọ orisun ise agbese. Emi yoo fẹ lati dúpẹ lọwọ àwọn olùkópa si awọn wọnyi ise agbese: Git, pandoc, pandoc-KirosiRefi, pandoc-citeproc, pandoc-citeproc-Preamble, ilewq, Middleman, Bootstrap, Nokogiri, GNU Rii, isansa, Ansible, oje, ati Zotero. Gbogbo awọn aworan ninu iwe yi ni won da ni R (Team 2016) , ati ki o lo awọn wọnyi jo: ggplot2 (Wickham 2009) , dplyr (Wickham and Francois 2015) , reshape2 (Wickham 2007) , stringr (Wickham 2015) , ọkọ ayọkẹlẹ (Fox and Weisberg 2011) , cowplot (Wilke 2016) , PNG (Urbanek 2013) , akoj (Team 2016) , ggrepel (Slowikowski 2016) , ati ki o emojifont (Yu 2016) . Emi yoo tun fẹ lati dúpẹ lọwọ Kieran Healy fun bulọọgi post ti o ni mi bere pẹlu pandoc. Ati ki o, Emi yoo fẹ lati dúpẹ lọwọ Arnout van de Rijt ati David Rothschild fun pese data lo lati recreate diẹ ninu awọn ti awọn aworan lati wọn ogbe, ati ki o Emi yoo fẹ lati dúpẹ lọwọ Josh Blumenstock fun ṣiṣe awọn àkọsílẹ esi si idahun awọn faili rẹ iwe.

Ni Princeton University Press, Emi yoo fẹ lati dúpẹ lọwọ Eric Schwartz ti o gbà ni yi ise agbese ni ibẹrẹ, ati Meagan Levinson ti o iranwo ṣe awọn ti o kan otito. Meagan wà ni ti o dara ju olootu ti o a onkqwe le ni; Mo ro bi o nigbagbogbo wà nibẹ lati se atileyin ise agbese yi, ni o dara ni igba ati ni buburu igba. Ati, bayi nigbati mo ri ara mi fifun ni esi si elomiran, Mo ti ṣe mi ti o dara ju lati ikanni Meagan ká todara ati ki o ṣọra ara.

Níkẹyìn, Emi yoo fẹ lati dúpẹ lọwọ mi ọrẹ ati ebi. Ti o ti atilẹyin yi ise agbese ni ki ọpọlọpọ awọn ọna, igba ni ona ti o kò ani mọ. Emi yoo paapa fẹ lati dúpẹ lọwọ obi mi, Laura ati Bill, ati obi mi-ni-ofin, Jim ati Cheryl, fun won kò-fi opin support nigba ti yi ise agbese lọ lori ati lori ati lori. Emi yoo tun fẹ lati dúpẹ lọwọ mi awọn ọmọ wẹwẹ. Eli ati Theo, ti o ba beere fun mi ki ọpọlọpọ awọn igba nigba ti mi iwe yoo nipari wa ni pari. Daradara, idahun si jẹ bayi. Ati, julọ ṣe pataki, Mo fẹ lati dúpẹ iyawo mi Amanda. Mo mọ pe yi ise agbese lowo kan pupo ti pipade ati dojuti, emi o si ma jẹ dupe fun nyin kò-aiṣiyemeji ife ati support.