Where South America is Swinging to the Right: An R-Driven Data Journalism Project from Neue Zürcher Zeitung - Marie-José Kolly @mjKolly, Marvin Milatz@marvinmilatz

1. Where
South
America
is
Swinging
to
the
Right:
An
R-­‐Driven
Data
Journalism
Project
from
Neue
Zürcher
Zeitung
Marie-­‐José
Kolly,
Marvin
Milatz
@mjKolly,
@marvinmilatz

8. Clean

16. [explora,ve
visualiza,on:
MJ]

17. Code

18. Coder
1
put
the
presidents
on
a
le:
to
right
Likert
scale
Coder
2
double
checked
results
Coder
3
decided
broken
,es,
if
Coder
1
and
2
disagreed
☐
! " " "☐
☐
☐
radikal
links
gemässigt
links
Zentrum
gemässigt
rechts
radikal
rechts
coder1
coder2
coder3
codingFinal
3
3
3
3
2
2
2
2
5
4
5
5
2
1
2
2

19. Visualize

20. ●
●
●
●
●
Fernando De La Rua
Nestor Kirchner
Cristina Fernandez de Kirchner
Cristina Fernandez de Kirchner
Mauricio Macri
●
●
●
●
●
Hugo Banzer Suarez
Gonzalo Sanchez de Lozada
Juan Evo Morales Ayma
Juan Evo Morales Ayma
Juan Evo Morales Ayma
●
●
●
●
●
Fernando Henrique Cardoso
Luiz Inacio Lula da Silva
Luiz Inacio Lula da Silva
Dilma Vana Rousseff
Dilma Vana Rousseff
●
●
●
●
Jorge Luis Batlle Ibanez
Tabare Ramon Vazquez Rosas
Jose Alberto Mujica Cordano
Tabare Ramon Vazquez Rosas
●
●
●
●
●
Jail Mahuad Witt
Lucio Edwin Gutierrez Borbua
Rafael Vicente Correa Delgado
Rafael Vicente Correa Delgado
Rafael Vicente Correa Delgado
●
●
●
●
Hugo Rafael Chavez Friaz
Hugo Rafael Chavez Friaz
Hugo Rafael Chavez Friaz
Nicolas Maduro Moros
●
●
●
●
Raul Alberto Cubas Grau
Nicanor Duarte Frutos
Fernando Armindo Lugo Mendez
Horacio Manuel Cartes Jara
●
●
●
●
●
Alberto Fujimori Fujimori
Alejandro Toledo Manrique
Alan Garcia Perez
Ollanta Humala Tasso
Pedro Pablo Kuczynski Godard
●
●
●
●
Ricardo Lagos
Michelle Bachelet Jeria
Sebastian Pinera Echenique
Michelle Bachelet Jeria
●
●
●
●
●
Andres Pastrana Arango
Alvaro Uribe Velez
Alvaro Uribe Velez
Juan Manuel Santos Calderon
Juan Manuel Santos Calderon
Argentina Bolivia Brazil Uruguay
Ecuador Venezuela Paraguay Peru
Chile Colombia
2000
2005
2010
2015
2000
2005
2010
2015
2000
2005
2010
2015
1
2
3
4
5
1
2
3
4
5
KodierungKaltwasser
year

22. ●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
Argentina Bolivia Brazil Chile
Colombia Ecuador Paraguay Peru
Uruguay Venezuela
2000
2005
2010
2015
2000
2005
2010
2015
2000
2005
2010
2015
1
2
3
4
5
1
2
3
4
5
Kodierung
year

24. ●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●●
●
●
●
●
●
●
●
●
●
●
●
Argentina Bolivia Brazil Chile
Colombia Ecuador Paraguay Peru
Uruguay Venezuela
2000
2005
2010
2015
2000
2005
2010
2015
2000
2005
2010
2015
1
2
3
4
5
1
2
3
4
5
Kodierung
year

25. ●
●
●
●
●
Fernando De La Rua
Nestor Kirchner
Cristina Fernandez de Kirchner
Cristina Fernandez de Kirchner
Mauricio Macri
●
●
●
●
●
Hugo Banzer Suarez
Gonzalo Sanchez de Lozada
Juan Evo Morales Ayma
Juan Evo Morales Ayma
Juan Evo Morales Ayma
●
●
●
●
●
Fernando Henrique Cardoso
Luiz Inacio Lula da Silva
Luiz Inacio Lula da Silva
Dilma Vana Rousseff
Dilma Vana Rousseff
●
●
●
●
Ricardo Lagos
Michelle Bachelet Jeria
Sebastian Pinera Echenique
Michelle Bachelet Jeria
●
●
●
●
●
Andres Pastrana Arango
Alvaro Uribe Velez
Alvaro Uribe Velez
Juan Manuel Santos Calderon
Juan Manuel Santos Calderon
●
●
●
●
●
Jail Mahuad Witt
Lucio Edwin Gutierrez Borbua
Rafael Vicente Correa Delgado
Rafael Vicente Correa Delgado
Rafael Vicente Correa Delgado
●
●
●
●
Raul Alberto Cubas Grau
Nicanor Duarte Frutos
Fernando Armindo Lugo Mendez
Horacio Manuel Cartes Jara
●
●
●
●
●
Alberto Fujimori Fujimori
Alejandro Toledo Manrique
Alan Garcia Perez
Ollanta Humala Tasso
Pedro Pablo Kuczynski Godard
●
●
●
●
Jorge Luis Batlle Ibanez
Tabare Ramon Vazquez Rosas
Jose Alberto Mujica Cordano
Tabare Ramon Vazquez Rosas
●
●
●
●
Hugo Rafael Chavez Friaz
Hugo Rafael Chavez Friaz
Hugo Rafael Chavez Friaz
Nicolas Maduro Moros
Argentina Bolivia Brazil Chile
Colombia Ecuador Paraguay Peru
Uruguay Venezuela
2000
2005
2010
2015
2000
2005
2010
2015
2000
2005
2010
2015
1
2
3
4
5
1
2
3
4
5
codingFinal
year

26. Final
Viz
for
Designer

30. view
GIF
under
hOps://twiOer.com/mjKolly/status/768424082098556928

32. Thank
you
for
your
aOen,on!