Ukuvuma

Le ncwadi inesahluko sonke ngokubambisana okukhulu, kodwa yona ngokwayo ibambisana ngokubambisana. Ngokumane nje le ncwadi ayengeke ibe khona akusiyo ukusekelwa okukhululekile kwabantu abaningi kanye nezinhlangano ezinhle. Ngalokho, ngibonga kakhulu.

Abantu abaningi banikeze impendulo mayelana neyodwa noma ngaphezulu kwalezi zahluko noma bebekhulume nami ngendaba. Kule mpendulo eyigugu, ngibonga uHunt Allcott, David Baker, Solon Baracas, Chico Bastos, Ken Benoit, Clark Bernier, Michael Bernstein, Megan Blanchard, Josh Blumenstock, Tom Boellstorff, Robert Bond, Moira Burke, Yo-Yo Chen, UDalton Conley, uShelley Correll, Jennifer Doleac, uDon Dillman, Ethan Fast, Nick Feamster, Cybelle Fox, Maggie Frye, Alan Gerber, Sharad Goel, Don Green, Eitan Hersh, Jake Hofman, Greg Huber, Joanna Huey, Patrick Ishizuka, Ben Jones USteve Kelling, Dawn Koffman, Sasha Killewald, Harrissa Lamothe, Andrés Lajous, David Lee, Amy Lerman, Meagan Levinson, Andrew Ledford, Kevin Lewis, Dai Li, Karen Levy, Ian Lundberg, Xiao Ma, Andrew Mao, John Levi 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, Naomi Sugie, Brandon Stewart, Michael Szell, Sean Taylor, Florencia Torche, Rajan Vaish, Jan et Vertesi, Taylor Winfield, Han Zhang, noSimone Zhang. Ngingathanda nokubonga ababuyekezi abathathu abangaziwa abangahlinzeka ngempendulo ewusizo.

Ngiphinde ngithole impendulo enhle kumbhalo wesandla owawuthathelwa abahlanganyeli ohlelweni lokubukeza okuvulekile: akustov, benzavenbergen, bp3, cailinh, cc23, cfelton, chase171, danivos, DBLarremore, i-differentgranite, i-dmerson, i-dmf, i-efosse, i-fasiha, i-hrmas, i- i-jetch, i-jerkonnek, i-jtor, i-judg, i-jugander, i-kerrymcc, i-leohavemann, i-LMZ, i-MMisra, i-Nick_Adam, i-nicolemarwell, i-nir, umuntu, i-pkrafft, i-raminasotoudeh, i-rkhaw, i-rkharkar, i-sculliwag, i-sjk, i- Stephen_L_Morgan, i- sweissman, i-toz, ne-vnemana. Ngithanda ukubonga iSloan Foundation noJosh Greenberg ngokusekela i-Open Review Toolkit. Uma ungathanda ukubeka ibhuku lakho siqu ngokubukeza okuvulekile, sicela uvakashele http://www.openreviewtoolkit.org.

Ngingathanda ukubonga abahleli nabahlanganyeli kulezi zenzakalo ezilandelayo lapho nginethuba lokukhuluma ngencwadi: Cornell Tech Connective Media Seminar; Isikhungo sePrinceton seSifundo seDemocratic Politics Seminar; I-Stanford HCI Colloquium; Berkeley Sociology Colloquium; URussell Sage Foundation Iqembu Elisebenzayo kwi-Computational Social Science; I-Princeton DeCamp Bioethics Seminar; Izindlela zokulinganisela zaseColumbia kwiSayensi yezenhlalakahle Uchungechunge lwamaSomlomo wokuvakasha; Isikhungo se-Princeton soLwazi lwezobuchwepheshe kwezobuchwepheshe kanye ne-Society Reading Group; Simons Institute for Theory of Computing Workshop on Iziqondiso Ezintsha ku-Computational Social Science & Data Science; Idatha kanye ne-Society Research Institute Workshop; I-University of Chicago, i-Sociology Colloquium; Ingqungquthela Yomhlaba Wonke Yezesayensi Yezenhlalakahle Zomphakathi IsiSchool Science School School e-Microsoft Research; Umhlangano Wemihlangano Yonyaka Wezimboni Nezicelo Zezibalo (SIAM); I-Indiana University, i-Karl F. Schuessler Lecture eMethodini YezokuHlaliswa Kwezenhlalakahle; i-Oxford Internet Institute; I-MIT, iSoan School of Management; I-AT & T Research 'Renaissance Technologies; University of Washington, Seminar Data Science; I-SocInfo 2016; Ukucwaninga kweMicrosoft, Redmond; UJohn Hopkins, Isikhungo Sokucwaninga Kwabantu; I-New York City Data Science Seminar; kanye ne-ICWSM 2017.

Abafundi abaningi kule minyaka baye bafaka imibono kule ncwadi. Ngithanda ikakhulu ukubonga abafundi ku-Sociology 503 (Izindlela Nezindlela Zomphakathi Wezenhlalakahle) ngo-Spring 2016 ngokufunda inguqulo yokuqala yombhalo wesandla, kanye nabafundi ku-Sociology 596 (Computational Social Science) ngo-Fall 2017 ukuze kuvivinywe umshayeli ophelele Ukuhlelwa kwalesi siqeshana esisezingeni lokufundela ekilasini.

Omunye umthombo wempendulo emangalisayo kwakuyi-workshop yami yesandla yemibhalo eyahlelwa yisikhungo sikaPrinceton seSifundo seZombusazwe zeDemocratic. Ngithanda ukubonga uMarcus Prior noMichele Epstein ngokusekela le workshop. Ngingathanda ukubonga bonke abahlanganyeli abazithatha isikhathi emiphakathini yabo ematasa ukuze bangisize ngithuthukise le ncwadi: Elizabeth Bruch, Paul DiMaggio, Filiz Garip, Meagan Levinson, Karen Levy, Mor Naaman, Sean Taylor, Markus Prior, Jess Metcalf , Brandon Stewart, Duncan Watts, noHan Zhang. Kwakuyilanga elihle ngempela-elilodwa elijabulisayo futhi elivuza kakhulu emsebenzini wami wonke-futhi ngithemba ukuthi ngikwazi ukuhambisa ezinye zokuhlakanipha ezivela ekamelweni kulo mqulu wesandla wokugcina.

Abanye abantu abambalwa bafanelwe ukubonga okukhethekile. U-Duncan Watts wayengumeluleki wami we-dissertation, futhi kwakuyi-dissertation yami eyangijabulisa ngocwaningo lwezenhlalakahle eminyakeni yobudala; ngaphandle kokuhlangenwe nakho enganginakho ekupheleni kwesikole le ncwadi angeke ibe khona. UPaul DiMaggio wayengumuntu wokuqala ongikhuthaza ukuba ngibhale le ncwadi. Konke kwenzeke ngolunye usuku ntambama ngesikhathi sisababili silinde umshini wekhofi eWallace Hall, futhi ngisakhumbula ukuthi kuze kube yileso sikhathi, umbono wokubhala incwadi awuzange ufike ngisho nengqondo yami. Ngimbonga kakhulu ngaye ngokungikholisa ukuthi nginento ethize. Ngingathanda futhi ukubonga uKaren Levy ngokufunda cishe zonke izahluko ezinhlosweni zabo zokuqala nezokuqala; wangisiza ukuba ngibone isithombe esikhulu lapho nginamathela okhula. Ngingathanda ukubonga u-Arvind Narayanan ngokungisiza ukuba ngigxile futhi ngiphakamise izingxabano encwadini ngalezizinsuku eziningi ezimnandi. UBrandon Stewart wayehlale ejabule ukuxoxa noma ukubheka izahluko, futhi ukuqonda kwakhe nokukhuthazwa kwangigcina ngithuthuka phambili, ngisho nalapho ngisaqala ukushayela eceleni. Futhi, ekugcineni, ngingathanda ukubonga uMarissa King ngokungisiza ukuba ngifinyelele isihloko sencwadi eyodwa ntambama enkulu eNew Haven.

Ngesikhathi ngibhala le ncwadi, ngazuza ngokusekelwa kwezikhungo ezintathu ezimangalisayo: i-Princeton University, i-Microsoft Research, ne-Cornell Tech. Okokuqala, e-Princeton University, ngibonga kakhulu ozakwabo kanye nabafundi eMnyangweni Wezenhlalakahle ngokudala nokugcina isiko elifudumele nokusekela. Ngingathanda futhi ukubonga iSikhungo Senqubomgomo Yobuchwepheshe Lolwazi ngokunginika ikhaya elibili elihlakaniphile lapho ngingafunda kabanzi mayelana nokuthi ososayensi bekhompyutha babona kanjani umhlaba. Izingxenye zale ncwadi zabhalwa ngenkathi ngiseSabinceton, futhi phakathi nalawo maqabunga nganginenhlanhla ngokwanele ukuba ngichithe isikhathi emiphakathini emibili yengqondo. Okokuqala, ngingathanda ukubonga i-Microsoft Research New York City ngokuba yikhaya lami ngo-2013-14. UJennifer Chayes, uDavid Pennock, kanye nalo lonke iqembu lezesayensi yezenhlalakahle bezinsizakalo ezimangalisayo nabasebenza nabo. Okwesibili, ngithanda ukubonga i-Cornell Tech ngokuba yikhaya lami ngo-2015-16. U-Dan Huttenlocher, uMnum Naaman, nabo bonke abakwa-Social Technologies Lab babasiza ukwenza i-Cornell Tech indawo engcono yokuqeda le ncwadi. Ngezindlela eziningi, le ncwadi iphathelene nokuhlanganisa imibono evela kwisayensi yedatha nesayensi yezenhlalakahle, kanye ne-Microsoft Research and Cornell Tech yizibonelo zaloluhlobo lwe-pollinisation yokuhamba kwemqondo.

Ngesikhathi ngibhala le ncwadi, nginomsizi omkhulu wokucwaninga. Ngiyambonga uHan Zhang, ikakhulukazi usizo lwakhe ekwenzeni amagrafu kule ncwadi. Ngiyajabula ngoJo-Yo Chen, ikakhulukazi usizo lwakhe lokubhala imisebenzi kule ncwadi. Ekugcineni, ngiyambonga uJuddie Miller noKristen Matlofsky ukuze basize zonke izinhlobo.

Inguqulo yewebhu yale ncwadi yenziwa nguLuka Baker, uPaul Yuen, no-Alan Ritari we-Agathon Group. Ukusebenza nabo kule phrojekthi kwaba injabulo, njengoba njalo. Ngithanda kakhulu ukubonga uLuka ngokuthuthukisa nenqubo yokwakha yale ncwadi futhi ungisize ukuba ngifinyelele emagumbini omnyama weGit, pandoc, ne-Make.

Ngingathanda ukubonga abanikeli emisebenzini elandelayo esasisebenzisa: Git, pandoc, pandoc-crossref, pandoc-citeproc, pandoc-citeproc-preamble, Hypothesis, Middleman, Bootstrap, Nokogiri, GNU Make, Vagrant, Ansible, LaTeX, ne-Zotero. Wonke amagrafu kule ncwadi adalwe ku-R (R Core Team 2016) , futhi wasebenzisa amaphakheji alandelayo: ggplot2 (Wickham 2009) , dplyr (Hadley Wickham and Francois 2015) , reshape2 (Wickham 2007) , stringr (Hadley Wickham 2015) , imoto (Fox and Weisberg 2011) , i-cowplot (Wilke 2016) , i-png (Urbanek 2013) , igridi (R Core Team 2016) , ne-ggrepel (Slowikowski 2016) . Ngingathanda ukubonga u-Kieran Healy ngokuthunyelwe kwakhe kwebhulogi engangiqala ngayo nge-pandoc.

Ngithanda ukubonga u-Arnout van de Rijt noDavid Rothschild ngokuhlinzeka ngemininingwane esetshenziselwa ukubuyisela amanye amagrafu emaphepheni abo noJosh Blumenstock noRaj Chetty ngokwenza amafayela okuphindaphinda umphakathi atholakale.

E-Princeton University Press, ngithanda ukubonga u-Eric Schwartz owayekholelwa kule phrojekthi ekuqaleni, kanti uMeagan Levinson owasiza ukuba kwenzeke. UMeagan wayengumhleli ongcono kunokuba umlobi abe nakho; wayehlale ekhona ukusekela le phrojekthi, ngezikhathi ezinhle nangezikhathi ezimbi. Ngibonga ngokukhethekile ukuthi ukusekela kwakhe kuguquke kanjani njengoba iphrojekthi ishintshile. U-Al Bertrand wenza umsebenzi omkhulu ngesikhathi sokuhamba kukaMeagan, noSamantha Nader noKathleen Cioffi basize ukuba le ncwadi ibe yincwadi yangempela.

Ekugcineni, ngingathanda ukubonga abangani nomndeni wami. Usekele le phrojekthi ngezindlela eziningi, kaningi ngezindlela ongazange wazi. Ngithanda kakhulu ukubonga abazali bami, uLaura noBill, nabazali bami, uJim noCheryl, ngokuqonda kwabo ngenkathi le phrojekthi iqhubeka nokuqhubeka nokuqhubeka. Ngithanda nokubonga izingane zami. Eli uTheo, ucele kimi izikhathi eziningi kangaka lapho ibhuku lami ekugcineni ziqedwe. Yebo, ekugcineni sekuqedile. Futhi, okubaluleke kakhulu, ngifuna ukubonga umkami u-Amanda. Nginesiqiniseko sokuthi nawe uye wazibuza ukuthi le ncwadi izogqedwa yini ekugcineni, kodwa awuzange uyibonise. Phakathi neminyaka engiyisebenzele kule ncwadi, ngingekho kakhulu, kokubili ngokomzimba nangokwengqondo. Ngiyazisa kakhulu ukusekelwa kwakho nothando lwakho oluphela.