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15-04-2023 · 4
}Lust: In the second circle of Hell are those overcome by lust. Dante condemns these "carnal malefactors" for letting their appetites sway their reason.
- Social media users are not a representative sample…
- Facebook: 53% (of US population)- LinkedIn: 19%- Twitter: 13%
(PEW data 2013 – Hargittai 2015)
15-04-2023 · 6
}Is Twitter a good proxy of social life?
US Twitter users:
33% Black/Hispanic
> under 50> Urban or Suburban areas> More than 50K $
This is where it goes…
15-04-2023 · 7
Temporal Patterns of Happiness and Information in a Global Social Network: Hedonometrics and Twitter
http://dx.plos.org/10.1371/journal.pone.0026752
- Twitter users are largely unknown
- There are no reasons to expect any “trickle down effect” from Twitter to society
15-04-2023 · 8
}Is Twitter a good proxy of social life?
15-04-2023 · 9
}Heresy: In the sixth circle, Heretics, such as Epicureans ("the soul dies with the body") are trapped in flaming tombs.
- Research questions are defined by the possibilities offered through the API
- Data monetization has been a clear strategy behind the evolution of Twitter API
15-04-2023 · 10
}Dealing with privately-own data
1)
- API (stream/rest) based acquisition do not provide representative samples for big events (Morstatter et al. 2013)
- Using Twitter data providers can be extremely expensive (for average research budget in social sciences / humanities)
[e.g. Rule Text: eurovision Start Date: 05/18/2015 End Date: 05/25/2015 Estimated Activities: 2,042,000 The total cost of accepting this job is $580.00. ]
15-04-2023 · 11
}Dealing with privately-own data
2)
15-04-2023 · 12
}
Fraud: Sorcerers, astrologers, and false prophets here have their heads twisted around on their bodies backward, so that they "found it necessary to walk backward, / because they could not see ahead of them.”.
Quantitative methods often assume the stability of the research field.Can we still cite/use Twitter data published in 2007 or 2008 ?
15-04-2023 · 14
“Connect with your friends — and other fascinating people. Get in-the-moment updates on the things that interest you. And watch events unfold, in real time, from every angle.”
Practices –> structure
15-04-2023 · 15
“What’s happening?”“What are you doing?”
Are we doing the research we want to do or the research we can do ? And what are the – systemic – forces affectingt this process?
One more thing
15-04-2023 · 17