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Table 1 Overview of choices in previous studies

From: Can we predict multi-party elections with Google Trends data? Evidence across elections, data windows, and model classes

Study

Election(s)

Width(s)

Distance

Categories used

Data type used

Multiple GT datasets

Explain / mention search term selection

Peer-reviewed

Raubenheimer et al. [22]

2020 New Zealand cannabis referendum

1 week; 3 months

1 day before event

No

Hourly daily

Yes

Yes

Prado-Román et al.  [3]

2004-2016 presidential elections US and 2004–2019 presidential elections Canada

1/2/3 month(s)

1 day before event

?

Daily

No

No

Mavragani and Tsagarakis [18]

The 2014 Scottish the 2015 Greek the 2016 UK Hungarian Italian and the 2017 Turkish Referendum

1 week; 1 month

1 day before event

Yes (no further explanation why)

Hourly daily

No

No

Mavragani and Tsagarakis [23]

Greek referendum 2015

8 days; 1 day; 12 hours

1 day before event & N= 0; on Referendum day

?

Hourly

No

Yes

Polykalas et al. [19]

2005-2013 German Elections (only parties CDU/SPD)

1 month

1 day before event

?

Daily

No

Yes

Harkan and Eryanto [24]

2019 Indonesian Presidential Election

23 Sept 2018 - 16 May 2019

1 day before event

No

weekly?

No

No

Polykalas et al. [14

Greek elections 2007-2012 & Spanish national elections 2008-2011

1 month

1 day; 1/2 week(s)

?

Daily

No

Yes

Yasseri and Bright [25]

Iranian election 2013 German election 2013 UK election 2010

?

?

?

Daily?

No

No

Granka [6]

US Presidential Elections 4’ 8’ and 12’

1 month

2 months

No

weekly

No

No

Vergara-Perucich [26]

Chile: Presidential election 2006–2021

121 days

5 days

?

Daily

No

No

Non-peer reviewed

Sjövill [20a]

Swedish general election 2010-2018

1/2 weeks; 1 month

1 day before event

No

Daily

No

Yes

Wolf [15]

US Presidential Elections 16’ swing states

2/4 Days

Depending on poll data

No

Daily hourly?

No

?

Askitas [17]

Greek referendum 2015

1 week

1 day before event

No

Hourly

No

Yes

Askitas [16]

Irish “Gay Marriage” Referendum 2015

1 week

1 day before event

No

Hourly

No

Yes

  1. a = Non-binary outcome; ? = information not available/provided