Acknowledgments

Wannan littafin yana da wani dukan babi a taro da haɗin gwiwar, amma wannan littafin ne da kanta wani taro da haɗin gwiwar. Quite kawai wannan littafi ba zai zama da ita ba domin m goyon bayan mutane da yawa ban mamaki mutane da kuma kungiyoyi. Domin cewa, Ni musamman m.

Mutane da yawa bayar feedback game da daya ko fiye daga cikin wadannan surori ko ya mika tattaunawa tare da ni game da littafin. Ina godiya ga Solon Baracas, Tom Boellstorff, Clark Bernier, Michael Bernstein, Megan Blanchard, Josh Blumenstock, Dalton Conley, Yo-Yo Chen Etan Fast, Nick Feamster, Cybelle Fox, Maggie Frye, Sharad Goel, Jake Hoffman, da Yuwana Huey , Patrick Ishizuka, Ben Jones, Dawn Koffman, Sasha Killewald, Harrissa Lamothe, Andres Lajous, David Lee, Amy Lerman, Meagan Levinson, Andrew Ledford, Dai Li, Karen Levy, Ian Lundberg, Xiao Ma, Andrew Mao, John Lawi Martin, Judie Miller, Arvind Naranyanan, Gina Neff, Cathy O'Neil, Nicole Pangborn, Ryan Parsons, Devah Na'urar Faja, 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, kuma Simone Zhang. Ina kuma son in gode da dalibai a ilimin halayyar zaman jama'a 503 a cikin Spring 2016 karanta wani wuri version na rubutun, da kuma dalibai a ta Darussan a tsawon shekaru da suka taimaka siffar da dama daga cikin ideas a cikin wannan littafi.

I da wani ban mamaki littafin rubutun bita da aka shirya a shirya da Princeton ta Cibiyar Nazarin Democratic Siyasa. Ina son in gode Marcus Kafin kuma Michele Epstein for goyon bayan taron. Kuma, ina son in gode wa dukan mahalarta suka dauki lokaci daga m rayuwar ka taimake ni inganta littafin: Elizabeth Bruch, Paul DiMaggio, Filiz Garip, Meagan Levinson, Karen Levy, Mor Na'aman, Sean Taylor, Markus Kafin, Jess Metcalf, Brandon Stewart, Duncan Watts, kuma Han Zhang. Yana da gaske ne mai ban mamaki rana, kuma ina fatan cewa Na jima ina iya Channel wasu hikima daga abin da dakin a cikin karshe rubutun.

A 'yan wasu mutane cancanci musamman godiya. Duncan Watts ya ta dissertation shawara, kuma shi ne ta dissertation bincike cewa sanya ni gane yadda m irin wannan bincike zai iya zama. ba tare da sanin cewa ina da digiri na biyu makaranta wannan littafin ba zai wanzu. Paul DiMaggio shi ne na farko mutum ya karfafa ni rubuta wannan littafin. A duk faru daya rana a yayin da muke biyu jiran kofi na'ura a Wallace Hall, kuma har yanzu ina tuna cewa har wannan lokacin, da ra'ayin rubuta wani littafi ya taba ketare ta hankali. Wani lokaci yayin da nake a zahiri rubuta wannan littafi na la'ane Paul ya ba da shawara, amma yanzu ina godiya ƙwarai ga shi, ga shawo ni cewa na yi a gaskiya da wani abu a ce kuma cewa mutane za su zama sha'awar. Ina kuma son in gode Karen Levy karanta kusan duk na surori a cikin farko da messiest siffofin. ta taimake ni ga babban hoton lokacin da na makale a cikin weeds. Ina son in gode Arvind Narayanan for taimaka mini da hankali kuma tata da muhawara a cikin littafin a kan mãsu yawa m Lunches. Brandon Stewart kasance ko da yaushe farin hira ko dubi babi, da basira, kuma ƙarfafawa kiyaye ni motsi gaba, har ma da lokacin da na fara zuwa drift kaikaice. Kuma, a karshe, ina son in gode wa Marissa King for taimaka mini fito da take da wannan littafi daya m rana a New Haven.

Duk da yake rubuta wannan littafin, Na amfana daga goyon bayan uku m cibiyoyin. Na farko, a Princeton University, ina godiya ga abokan aiki ta da] alibai a sashen ilimin halayyar zaman jama'a domin samar da kuma rike wani dumi da kuma taimaka al'adu. Ina kuma son in gode da Center for Information Technology Policy ga tabbatar da ni mai ban mamaki ilimi na biyu gida inda zan iya ƙarin koyo game da yadda kwamfuta masana kimiyya ga duniya. Rabo na wannan littafin inda aka rubuta, alhãli kuwa na kasance a kan sabbatical daga Princeton. Na farko, ina son in gode wa Microsoft Research, New York City for kasancewa ta gida a 2013-14. Jennifer Chayes, David Pennock, da kuma dukan mai aiki da na'urar kwamfuta zamantakewa kimiyya kungiyar kasance m Runduna da kuma abokan aiki. Na biyu, ina son in gode wa Cornell Tech for kasancewa ta gida a 2015-16. Dan Huttenlocher, Mor Na'aman, da kowa da kowa a cikin Social Technologies Lab taimake yi Cornell Tech manufa yanayi a gare ni in gama wannan littafi. A da yawa hanyoyin wannan littafin ne game da hada ideas daga data kimiyya da zamantakewa kimiyya, kuma ina ganin cewa biyu Microsoft Research da Cornell Tech ne model na irin wannan ilimi giciye-pollination.

Duk da yake rubuta wannan littafi, ina da kyakkyawan bincike da taimako daga mutane uku. Ina godiya ga Han Zhang, musamman ga taimako da yin jadawalai a cikin wannan littafi. Ina godiya ga Yo-Yo Chen, musamman ga mata taimako Shirin zanen da ayyukan a cikin wannan littafi. A karshe, ina godiya ga Judie Miller, musamman ga mata taimako proofreading da tracking saukar da dukan irin kayan daga library.

Na samu taimako feedback a kan ideas a cikin wannan littafi a yawan tattaunawa. Ina son in gode shirya da kuma mahalarta a cikin wadannan abubuwan da suka faru: Cornell Tech connective Media Taro, Princeton Center for Nazarin Democratic Siyasa Taro, Stanford HCI Colloquium, Berkeley ilimin halayyar zaman jama'a Colloquium, Russell Sage Foundation Working Group a kan mai aiki da na'urar kwamfuta Social Science, Princeton DeCamp Bioethics Taro, Columbia gwada yawa Hanyar a cikin Social Sciences ziyartar majalisa Series, Princeton Center for Information Technology Policy Technology kuma Society Karatun Group, Simons Cibiyar da Ka'idar kwamfuta Workshop on New Kwatance a mai aiki da na'urar kwamfuta Social Science & Data Science, Data kuma Society Workshop, Jami'ar Chicago, ilimin halayyar zaman jama'a Colloquium, International Conference on mai aiki da na'urar kwamfuta Social Science, Data Science Summer School a Microsoft Research, da Society for Industrial da kuma aiyuka lissafi wakana Annual gamuwa.

The web version na wannan littafi da aka halitta da Luka Baker, Paul Yuen, kuma Alan Ritari na Agathon Group. Aiki tare da su a kan wannan shiri shi ne a yarda, kamar yadda a kullum. Daya daga cikin na fi so abubuwa game da mu ayyukan tare ne da na ci gaba da koyo daga haɗin gwiwar. Ina musamman son in gode Luka for kuma tasowa da ginawa tsari ga wannan littafi da kuma taimaka mini kewaya cikin duhu kusurwa Git, pandoc, da kuma yin.

Wannan littafi da rakiyar website da aka halitta da wani yawan bude source ayyukan. Ina son in gode da bayar da gudunmawa ga wadannan ayyukan: Git, pandoc, pandoc-CrossRef, pandoc-citeproc, pandoc-citeproc-Preamble, jarrabawa, Middleman, Bootstrap, Nokogiri, GNU Make, Vagrant, Ansible, Latex, kuma Zotero. All jadawalai a cikin wannan littafin da aka halitta a cikin R (Team 2016) , da kuma amfani da wadannan kunshe-kunshe: ggplot2 (Wickham 2009) , dplyr (Wickham and Francois 2015) , reshape2 (Wickham 2007) , stringr (Wickham 2015) , mota (Fox and Weisberg 2011) , cowplot (Wilke 2016) , PNG (Urbanek 2013) , Grid (Team 2016) , ggrepel (Slowikowski 2016) , da kuma emojifont (Yu 2016) . Ina kuma son in gode Kieran Healy domin blog post cewa samu ni fara da pandoc. Kuma, ina son in gode wa Arnout van de Rijt da David Rothschild samar data kasance sake wasu daga cikin jadawalai daga takardunku, kuma ina son in gode wa Josh Blumenstock domin yin jama'a kwafi fayiloli domin takarda.

A Princeton University Press, ina son in gode wa Eric Schwartz suka yi ĩmãni, a cikin wannan shiri a farkon, kuma Meagan Levinson da suka taimake sa shi mai gaskiya. Meagan shi ne mafi kyau edita cewa marubuci zai iya samun. Na ji kamar ta ko da yaushe ya kasance a can, don tallafa wa wannan aikin, a cikin mai kyau sau da bad sau. Kuma, yanzu lokacin da na samu kaina ba feedback ga wasu, zan yi ta da mafi kyau ga hanya Meagan ta sanyata da hankali style.

A karshe, ina son in gode wa abokai da iyali. Ka kasance taimaka da wannan aiki a cikin da yawa hanyoyi, sau da yawa a cikin hanyoyi da ba ku ma san. Ina musamman son gode wa iyaye, Laura da kuma Bill, kuma ga mahaifãna,-in-doka, Jim da Cheryl, sabõda taba-kawo karshen goyon bayan yayin da wannan aikin ya tafi a kan kuma a kan kuma a kan. Ina kuma so in mika godiya ga yara. Eli da Theo, ka tambaye ni haka sau da dama a lokacin da ta littafin zai ƙarshe za a gama. To, amsar ita a yanzu. Kuma, mafi muhimmanci, ina son in gode matata Amanda. Na san cewa wannan aikin hannu mai yawa rubucen da hambarar, ni kuma zan zama ko da yaushe m for your ba-su nuna shakka kauna da goyon baya.