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Bit By Bit
: Social Research in the Digital Age
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intshayelelo
1 Intshayelelo
1.1 An inki kulicima
1.2 Wamkelekile ubudala yedijithali
1.3 kuyilo Research
1.4 Izihloko yale ncwadi
1.4.1 Readymades kwaye Custommades
1.4.2 Indlela Elula phezu ukuntsonkotha
1.4.3 Unxulumano kuyo
1.5 Inkcazo ncwadi
2 Ukuqwalasela ukuziphatha
2.1 Intshayelelo
2.2 data Big
2.3 iimpawu Common data enkulu
2.3.1 Iimpawu ukuba kulungile ngokubanzi uphando
2.3.1.1 Big
2.3.1.2 Soloko-on
2.3.1.3 Non-lovukelo
2.3.2 Iimpawu ezingalunganga ngokubanzi uphando
2.3.2.1 ezingagcwaliswanga
2.3.2.2 ezingafikelelekiyo
2.3.2.3 Non-ummeli
2.3.2.4 anisavani
2.3.2.5 Algorithmically neentloni
2.3.2.6 ezimdaka
2.3.2.7 Inobuzaza
2.4 izicwangciso zophando
2.4.1 izinto Ukubala
2.4.1.1 neeteksi City New York
2.4.1.2 ukusekwa Ubuhlobo phakathi kwabafundi
2.4.1.3 kuhlolwa kwabezeendaba abasekuhlaleni ngurhulumente Chinese
2.4.2 Forecasting kunye nowcasting
2.4.3 imifuniselo Approximating
2.4.3.1 imifuniselo Natural
2.4.3.2 Ukutshatisa
2.5 Isiphelo
nesihlomelo Technical
ezimbalini ngakumbi
imisebenzi
3 Ukubuza imibuzo
3.1 Intshayelelo
3.2 kokubuza vs. ngokondela
3.3 Isikhokelo imposiso Uphando iyonke
3.3.1 Ukumelwa
3.3.2 Umlinganiselo
3.3.3 Ixabiso
3.4 Ngubani ukubuza
3.4.1 Uhlalutyo ukuqokelelwa kweenkcukacha ze data: Okungathi isampuli
3.4.2 iisampuli Non-linokuba: weighting
3.4.3 iisampuli Non-linokuba: ethelekisa isampulu
3.5 iindlela ezintsha zokubuza imibuzo
3.5.1 Iimvavanyo Ikholoji kokomzuzwana
3.5.2 Uphando Wiki
3.5.3 Gamification
3.6 Surveys kwamanye data
3.6.1 Amplified ngokubuza
3.6.2 bezibuza Babenza
3.7 Isiphelo
nesihlomelo Technical
ezimbalini ngakumbi
imisebenzi
4 imifuniselo Running
4.1 Intshayelelo
4.2 Yintoni imifuniselo?
4.3 ababini dimensions eCebisayo: lab-intsimi analog-digital
4.4 Ukuqhubeka ngaphaya imifuniselo elula
4.4.1 Ukuba semthethweni
4.4.2 ukungafani iziphumo zonyango
4.4.3 Iindlela
4.5 Ukwenza oku kwenzeka
4.5.1 nje yokuyenza ngokwakho
4.5.1.1 bume Sebenzisa ezikhoyo
4.5.1.2 Yakha ukucikideka eyakho
4.5.1.3 Yakha imveliso yakho
4.5.2 Zimanye abanamandla
4.6 Advice
4.6.1 Yenza data zero iindleko eziguquguqukayo
4.6.2 Buyisela, Lungisa, nokunciphisa
4.7 Isiphelo
nesihlomelo Technical
ezimbalini ngakumbi
imisebenzi
5 Ubunzima intsebenziswano
5.1 Intshayelelo
5.2 ebalayo Human
5.2.1 Galaxy Zoo
5.2.2 Isihlwele-ngokweekhowudi nkqubo ezopolitiko
5.2.3 Isiphelo
5.3 iminxeba Open
5.3.1 Netflix Prize
5.3.2 Foldit
5.3.3 Peer-to-Patent
5.3.4 Isiphelo
5.4 ukuqokelelwa kwedatha oluHanjiswa
5.4.1 eBird
5.4.2 PhotoCity
5.4.3 Isiphelo
5.5 uziyilela ngokwakho
5.5.1 nxaxheba Ukuphembelela
5.5.2 mpe ukungafani
5.5.3 ingqalelo Focus
5.5.4 Yenza ndothuka
5.5.5 Yiba ngokweenqobo ezisesikweni
5.5.6 iingcebiso kuyilo lokugqibela
5.6 Isiphelo
ezimbalini ngakumbi
imisebenzi
6 Unxulumano
6.1 Intshayelelo
6.2 ezintathu imizekelo
6.2.1 njengesifo Emotional
6.2.2 Ngcamlani, sies, neXesha
6.2.3 elithile
6.3 Digital yahlukile
6.4 ezine siseko
6.4.1 Ukuhlonelwa Abantu
6.4.2 Beneficence
6.4.3 Justice
6.4.4 Intlonelo Law and Public Inzala
6.5 ezimbini izikhokelo zeenqobo
6.6 Iindawo ubunzima
6.6.1 imvume esekelwe elwazini
6.6.2 Ukuqonda nokulawula umngcipheko zolwazi
6.6.3 Ukuba bucala
6.6.4 Izigqibo Making ebusweni ukungaqiniseki
6.7 tips Practical
6.7.1 I-IRB yi umgangatho, kungekhona isilingi
6.7.2 Zibeke ibindim wonke umntu
6.7.3 Cinga zokuphatha uphando njengoko oluqhubekayo, kungekhona gcisa
6.8 Isiphelo
nesihlomelo historical
ezimbalini ngakumbi
imisebenzi
7 Ikamva
7.1 Ukukhangela foward
7.2 Izihloko ye elizayo
7.2.1 I sokuxuba Readymades kwaye Custommades
7.2.2 ukuqokelelwa kwedatha nxaxheba-lugxile
7.2.3 Ethics kuyilo kuphando
7.3 Emva kwi ekuqaleni
Imibulelo
Ucaphulo
Le nguqulelo senziwe kwikhompyutha.
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6
Unxulumano
6.1 Intshayelelo
6.2 ezintathu imizekelo
6.2.1 njengesifo Emotional
6.2.2 Ngcamlani, sies, neXesha
6.2.3 elithile
6.3 Digital yahlukile
6.4 ezine siseko
6.4.1 Ukuhlonelwa Abantu
6.4.2 Beneficence
6.4.3 Justice
6.4.4 Intlonelo Law and Public Inzala
6.5 ezimbini izikhokelo zeenqobo
6.6 Iindawo ubunzima
6.6.1 imvume esekelwe elwazini
6.6.2 Ukuqonda nokulawula umngcipheko zolwazi
6.6.3 Ukuba bucala
6.6.4 Izigqibo Making ebusweni ukungaqiniseki
6.7 tips Practical
6.7.1 I-IRB yi umgangatho, kungekhona isilingi
6.7.2 Zibeke ibindim wonke umntu
6.7.3 Cinga zokuphatha uphando njengoko oluqhubekayo, kungekhona gcisa
6.8 Isiphelo
nesihlomelo historical
ezimbalini ngakumbi
imisebenzi
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