mau hoomaikai ana

Keia puke he loa mokuna ma ka nuipa a laulima, aka, o keia buke, ua iho i ka nui laulima. Loa wale i kēia puke eʻole i ia mea aole no ka lokomaikaʻi ola ana o na hana mana he kanaka a me ka hoʻolālā mua. No ka mea, mea, owau no loa koʻu mahalo.

He nui nā kānaka i hoakaka manaʻo e pili ana i hookahi a oi o keia mau mokuna, a ua hoopomaikai io i kamaʻilio me aʻu e pili ana i ka buke. I au mahalo i Solon Baracas, Tom Boellstorff, Clark Bernier, Michael Bernstein, Megan Blanchard, Josh Blumenstock, HaleakaLā Conley, Onani I-Onani I Chen, o Etana Fast, Nick Feamster, Cybelle Fox, Maggie Frye, Sharad Goel, Jake Hoffman, me Ioana Huey , Patrick Ishizuka, Ben Jones, Dawn Koffman, Sasha Killewald, Harrissa Lamothe, Andres Lajous, David Lee, Amy Lerman, Meagan Levinson, Andrew Ledford, DAI Li, Karen auhau, 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 Ka Rijt, David Rothschild, Bill Salganik, Laura Salganik, Christian Sandvig, Mattias Smångs, Sid Suri, Brandon Stewart, Michael Szell, Sean Taylor, Florencia lama kukui, a, Rajan Vaish, Taylor Winfield, Han Zhang, a me Simone Zhang. I makemake no hoi e aloha aku i na haumana ma Sociology 503 i loko o ka Lai 2016 no ka heluhelu i kakahiaka nui kēia o ka puke, a me nā haumāna i loko o koʻu mau papa ma luna o nā makahiki, ka poe i kōkua kinona nui o ka manaʻo i loko o kēia buke.

I he mea kupaianaha puke i kākau Workshop i hoʻonohonoho ma poʻe kaua e Princeton ka Center, no ka Study o kemokalaka kālai'āina. I e makemake ai e aloha aku o Mareko Prior, a me Michele Epstein no ke kākoʻo i ka hālāwai kūkā. A, ua makemake au e mahalo a pau o ka poe i komo i lawe manawa, mai ko lakou'ō i ke ola, e kokua mai iaʻu hoʻoikaika 'i ka buke, Elizabeth Bruch, Paul DiMaggio, Filiz Garip, Meagan Levinson, Karen auhau, Mor Naamana, Sean Taylor, Markus Prior, Jess Metcalf, Brandon Stewart, Honolulu Watts, a me Han Zhang. He maoli he kupanaha la, a ke manaolana nei au Fashion hiki iaʻu ke kai kekahi o ka naauao mai ia lumi i loko o ka puke hope loa.

He mau na kanaka pono kūikawā mahalo. Honolulu Watts o koʻu dissertation kuhikuhi, a he mea kaʻu noiʻi dissertation ka mea i hana mai iaʻu hoʻomaopopo i ka hoʻopīhoihoi, i keia ano o ka hana noiʻi hiki e; me ka hoao ana a pau aʻu i loko o puka kula i kēia puke,ʻaʻole nei. Paul DiMaggio o ka mua kanaka e paipai mai iaʻu e kākau i kēia puke. It a pau A i kekahi la, oiai makou i na e kali ana i ka mea kope mīkini ma Wallace Hall, a I hoomanao malie ia mai a hiki ia manawa, i ka manaʻo o ka palapala o ka buke i ole ma kela aoao o koʻu naau. I kekahi manawa oiai au ua maoli kākau i kēia puke au i hoino mai la o Paulo i kona kamaʻilio, aka, ano, owau manaʻoe hoʻolako mahalo aku ia ia no ka hoomaopopoia'na o iaʻu, ka mea aʻu i hana ai ma ka mea i mea e olelo aku ai i na kanaka e pili. I Ke Kuahiwi O no hoi e hoomaikai Karen auhau no ka heluhelu aneane e pau loa o na mokuna o ko lakou mau mua a me ka messiest 'ano apau loa. ua kokua mai e ike i ka nui kiʻi i ka wa au ua apo la ma na nāhelehele. I e makemake ana e hoomaikai Arvind Narayanan no ka mea, e kokua mai iaʻu kālele ana, ae hoomaemae maluna o na mea he nui kupanaha lunches nā manaʻo hoʻopiʻi kū'ē ma loko o ka buke. Brandon Stewart, he mau pomaikai eʻauʻau kai, aole hoi e nana i ka Mokuna, a me konaʻikeʻia i, a me ka oluolu malama mai iaʻu neʻe i mua, a hiki i ka wa aʻu i hoʻomaka ai 'Aeʻa sideways. A, hope, ua makemake au e mahalo Marissa King no ka mea, e kōkua ana iaʻu e hele aku me ka inoa a hiki i kēia puke hookahi pń mai la ma New Haven.

Oiai ke kākau 'ana i kēia puke, I pomaikai, mai ke k? Ko? O ekolu kamahaʻo kulanui. Mua, ma ke kulanui, I Ka mahalo i koʻu nā hoapili, a me nā haumāna i loko o ka 'Oihana o Sociology no ka mea e pili ana, a me ka malama ana i ka mehana a kākoʻoi ka moʻomeheu. I makemake no hoi e aloha aku i ka Center no Information Technology Policy no ka hooiaio ana mai iaʻu i kupanaha imi naʻauao lua o ka hale, kahi aʻu i hiki aʻo hou no ka kamepiulaʻepekema ike ko ke ao nei. Apana o keia buke, kahi i palapalaʻia i koʻu noho ma sabbatical mai Princeton. Mua, ua makemake au e mahalo Microsoft Research, New York City no ka mea, ua kuu hale iloko o 2013-14. Jennifer Chayes, David Pennock, a me ka poe a pau computational nohona nauka hui he kupanaha kaua, a me nā hoapili. Lua, ua makemake au e mahalo Cornellʻenehana no ka mea, ua kuu hale iloko o 2015-16. Dan Huttenlocher, Mor o Naamana, a me kela mea keia mea iloko o ka Social loea Keʻena kōkua i Cornellʻenehana i ka maikaʻi nā papa hana no naʻu e hana i kēia puke. Ma na aoao o keia puke mea e pili ana i hoʻohuiʻia i ka manaʻo nui mai aeaiiuo 'epekema a me ka pilina' epekema, a ke manao nei au o Microsoft Research, a me Cornellʻenehana poe Ke Ana Hoʻohālike o keia ano keia ano o ka 'imi naʻauao keʻa-pollination.

Oiai ke kākau 'ana i kēia puke, au i maikaʻi noiʻi kokua mai ekolu kanaka. I au mahalo i Han Zhang, o ka oi aku no kona kokua ana i na pakuhi i loko o kēia buke. I au mahalo i Onani I-Onani I Chen, o ka oi aku no kona kokua e pâʻani i ka hana i loko o kēia buke. Eia ke oki,ʻO wau nō koʻu mahalo i Judie Miller, o ka oi aku no kona kōkua proofreading, a me ka hoʻokoloʻana i nāʻano mea, mai ka hale waihona puke.

I loaa kōkua manaʻo ma luna o ka manaʻo i loko o kēia puke ma ka nui o na i mea kamaʻilio. I e makemake ai e aloha aku i na organizers, a komo ma ka hahai hanana: Cornellʻenehana Connective Media'Sophomore', Princeton Center, no ka Study o kemokalaka kālai'āina'Sophomore', Stanford HCI Colloquium, Berkeley Sociology Colloquium, Russell kumu Foundation Hoʻoulu Manaʻo ma Computational Social Science, Princeton DeCamp Bioethics'Sophomore', Columbia Quantitative nā Papahana ma ka Social Sciences kipa mai luna Hoomalu Series, Princeton Center no ka mea, Information Technology Policy Technology, a me Society Reading Group, Simons Institute, no ka mea Lee a me Workshop ma New Kuhikuhi ma Computational Social Science & 'Ikepili Science,' Ikepili a me Society Workshop, Kulanui o Chicago, Sociology Colloquium, International hālāwai kūkā ma Computational Social Science, Ikepili Science ke kula kau wela ma Microsoft Research, a me ka Society no Lolina a noi aku Balanced (SIAM) makahiki ke anaina kanaka.

Ka pūnaewele puni honua mana o keia buke, ua hanaia e Luke Baker, Paul Yuen, a me Alan Ritari o ka Agathon Group. Hana me lākou ma kēia papahana he makemake, e like me ka mau. Kekahi o koʻu punahele na mea e pili ana i ko kakou papahana pu hoi i kaʻu mau ke aʻo 'ana mai i ko kakou alu like. I makemake hoi e hoomaikai Luke no ka mea, ua ulu ka hana kaʻina hana no kēia puke, a me kōkua mai iaʻu ho okele i ka pouli kihi o ka git, pandoc, ae hana.

Keia buke, a me ka poe e hele pū ana punaewele ua hanaia me ka nui o ka hamama kumu papahana. I e makemake ai e aloha aku i ka hui kōkoʻolua i ka hahai nā papahana: git, pandoc, pandoc-crossref, pandoc-citeproc, pandoc-citeproc-hoʻolauna, Ke Kuhiakau, Middleman, Bootstrap, Nokogiri, Gnu Make, haukae ana, Ansible, LaTeX, a me Zotero. All pakuhi i loko o kēia puke, ua hanaia ma ka R (Team 2016) , a hoʻohanaʻia ka hahai pūʻolo helu: ggplot2 (Wickham 2009) , dplyr (Wickham and Francois 2015) , reshape2 (Wickham 2007) , stringr (Wickham 2015) , kaʻa (Fox and Weisberg 2011) , cowplot (Wilke 2016) , PNG (Urbanek 2013) , maka aha (Team 2016) , ggrepel (Slowikowski 2016) , a me ka emojifont (Yu 2016) . I makemake no hoi e hoomaikai Kieran Healy no kona moʻomanaʻo pou i ho'āpono mai iaʻu holo me ka pandoc. A, ua makemake au e mahalo Arnout van de Ka Rijt, a me David Rothschild no ka hoʻolako 'ikepili hoʻohana' ia no recreate kekahi o nā pakuhi, mai ko lakou mau pepa, a ua makemake au e mahalo Josh Blumenstock no ka hana ana i ka lehulehu replication AEIU no kona pepa.

Ma ke kulanui 'Press, ua makemake au e mahalo Eric Schwartz i manaoio ma kēia papahana ma ke kumu, a me Meagan Levinson kōkua hana ia mea i ka ike maopopo i. Meagan,ʻo ia ka mea maikaʻi hoʻoponopono i ke kākau moʻolelo hiki ke loaa; I manao e like me ka mea mau ia malaila e kākoʻo i kēia papahana, i ka maikai manawa, a me ka hewa manawa. A, Ano, i ka wa aʻu i loaa iaʻu iho hāʻawi manaʻo i ka hai, aole au e hana i koʻu pono e Kanal Meagan ka constructive a akahele kaila.

Eia ke oki, ua makemake au e mahalo i koʻu mau hoaaloha a me ka ohana. Ua pio ka polokalamu ma hope o kēia papahana ma na aoao, pinepine i ka aoao a pau o oukou i ike ole ai i. I makemake hoi e mahalo i koʻu mau mākua, Laura, a me Bila, a me koʻu mau makua-ma-kanawai, Jim a me Paula, no ka mea, i ko lakou loa-pau kākoʻo, oiai kēia papahana hele ana, a maluna o, a ma luna. I makemake no hoi e mahalo i koʻu mau keiki. Eli a me Theo, ua noi mai oe iaʻu i na manawa he nui i ka wa a koʻu buke, e ka hope e hoopau. Pono, ke pane i keia manawa. A, loa importantly, I ke hoʻomaikaʻi aku nei i kaʻu wahine Amanda. Ke ike nei au i keia papahana pae'āina i ka hailona o na ia iluna, a iho i lalo, ae au mau e mahalo no ko oukou, aole loa-me ke kanalua aloha, a me ke kākoʻo.