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Fracking,
Elsipogtog First Nation,
and the police:
Examining the social media discourse around a
police-repressed environmental justice movement
Molly	
  J.	
  Simis,	
  M.S.	
  	
  
Ph.D.	
  Candidate	
  	
  
Jill	
  Hopke,	
  Ph.D.	
  	
  
Assistant	
  Professor	
  
Environmental movements and
new media
Police	
  	
  
repression	
  
Climate	
  	
  
change	
  
Contested	
  energy	
  
technologies	
  
Elsipogtog…
…and Fracking…
	
  
	
  	
  	
  	
  Source:	
  ProPublica.	
  (n.d.).	
  	
  	
  
	
  	
  	
  	
  What	
  is	
  Hydraulic	
  Fracturing?	
  	
  
	
  
…and the RCMP.
What are the features of
wide-reaching tweets
compared to tweets that get
little to no attention?
•  Computer-­‐assisted	
  content	
  analysis	
  of	
  English	
  
language	
  tweets	
  with	
  DiscoverText	
  machine	
  
learning	
  funcEon	
  
•  Narrowed	
  down	
  fracking-­‐related	
  tweets	
  with	
  
hashtag	
  keywords:	
  #cdnpoli	
  	
  #rcmp	
  #Elsipogtog	
  
#INM	
  #IdleNoMore	
  #nbpoli	
  #FirstNaDon	
  #FN	
  
•  De-­‐duplicated	
  the	
  data,	
  which	
  groups	
  all	
  
verbaEm	
  duplicates	
  
Methods
Methods
•  Grouped	
  the	
  data	
  into	
  three	
  categories	
  based	
  
on	
  #	
  of	
  re-­‐tweets	
  
– Hi:	
  20+	
  retweets	
  (n=49)	
  
– Low:	
  1-­‐19	
  retweets	
  (n=762)	
  
– Single	
  items:	
  no	
  retweets	
  (n	
  =	
  2872)	
  
•  Coded	
  each	
  group	
  into	
  subsets	
  of	
  posts	
  	
  	
  	
  	
  	
  	
  
with	
  images	
  images	
  and	
  posts	
  without	
  images	
  
Methods
•  Coded	
  text	
  +	
  images	
  for	
  	
  
– Movement	
  response/presence	
  
•  Peaceful	
  protest	
  
•  DisrupEve	
  protest	
  
•  Solidarity	
  
– Police	
  acDon/presence	
  
•  Use	
  of	
  force,	
  surveillance	
  and	
  monitoring	
  
•  Equipment	
  and	
  weapons	
  
•  Coded	
  images	
  for	
  
– Police-­‐protester	
  interacDon	
  (present	
  or	
  absent)	
  
Results
0.0%	
  
10.0%	
  
20.0%	
  
30.0%	
  
40.0%	
  
50.0%	
  
60.0%	
  
70.0%	
  
Movement response/presence within
Elsipogtog-themed posts
Hi	
  #	
  of	
  RT;	
  	
  
Image	
  
Hi	
  #	
  of	
  RT;	
  	
  
No	
  image	
  
Low	
  #	
  of	
  RT;	
  	
  
Image	
  
Low	
  #	
  of	
  RT;	
  	
  
No	
  image	
  
Single	
  items;	
  	
  
Image	
  
Single	
  items;	
  	
  
No	
  image	
  
No	
  movement	
  response	
  
Peaceful	
  protest	
  
DisrupEve	
  protest	
  
Solidarity	
  
0.0%	
  
10.0%	
  
20.0%	
  
30.0%	
  
40.0%	
  
50.0%	
  
60.0%	
  
70.0%	
  
80.0%	
  
Police	
  acDon/presence	
  within	
  Elsipogtog-­‐themed	
  posts	
  
Hi	
  #	
  of	
  RT;	
  	
  
Image	
  
Hi	
  #	
  of	
  RT;	
  	
  
No	
  image	
  
Low	
  #	
  of	
  RT;	
  	
  
Image	
  
Low	
  #	
  of	
  RT;	
  	
  
No	
  image	
  
Single	
  items;	
  
Image	
  
Single	
  items;	
  
No	
  image	
  
No	
  police	
  acEon	
  
Use	
  of	
  force,	
  
surveillance/
monitoring	
  
Police	
  equipment	
  
and	
  weapons	
  
Police action/presence within
Elsipogtog-themed posts
Police-protester interaction
0.0%	
  
10.0%	
  
20.0%	
  
30.0%	
  
40.0%	
  
50.0%	
  
60.0%	
  
70.0%	
  
80.0%	
   No	
  police-­‐protester	
  interacEon	
  
Police-­‐protester	
  interacEon	
  
Hi	
  #	
  of	
  RT;	
  	
  
Image	
  
Low	
  #	
  of	
  RT;	
  	
  
Image	
  
Single	
  items;	
  
Image	
  
Conclusion
•  Peaceful	
  protests	
  are	
  a	
  dominant	
  theme	
  of	
  
highly	
  re-­‐tweeted	
  posts.	
  
•  Solidarity	
  tends	
  to	
  be	
  textually	
  described	
  
more	
  oaen	
  than	
  visually	
  depicted.	
  	
  
•  Police	
  use	
  of	
  force/surveillance	
  is	
  visually	
  
depicted	
  more	
  oaen	
  than	
  textually	
  described.	
  
	
  
Repression	
  galvanizes	
  tweeEng	
  	
  
	
  
Next steps
•  Code	
  for	
  user	
  type	
  
•  Trace	
  images	
  
through	
  networks	
  	
  
Questions? Thank you!
Molly	
  J.	
  Simis,	
  M.S.	
  	
  
Ph.D.	
  Candidate	
  	
  
simis@wisc.edu	
  
Jill	
  Hopke,	
  Ph.D.	
  	
  
Assistant	
  Professor	
  
jhopke@depaul.edu	
  

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Fracking, Elsipogtog First Nation, and the police: Examining the social media discourse around a police-repressed environmental justice movement

  • 1. Fracking, Elsipogtog First Nation, and the police: Examining the social media discourse around a police-repressed environmental justice movement Molly  J.  Simis,  M.S.     Ph.D.  Candidate     Jill  Hopke,  Ph.D.     Assistant  Professor  
  • 2. Environmental movements and new media Police     repression   Climate     change   Contested  energy   technologies  
  • 4. …and Fracking…          Source:  ProPublica.  (n.d.).              What  is  Hydraulic  Fracturing?      
  • 6. What are the features of wide-reaching tweets compared to tweets that get little to no attention?
  • 7. •  Computer-­‐assisted  content  analysis  of  English   language  tweets  with  DiscoverText  machine   learning  funcEon   •  Narrowed  down  fracking-­‐related  tweets  with   hashtag  keywords:  #cdnpoli    #rcmp  #Elsipogtog   #INM  #IdleNoMore  #nbpoli  #FirstNaDon  #FN   •  De-­‐duplicated  the  data,  which  groups  all   verbaEm  duplicates   Methods
  • 8. Methods •  Grouped  the  data  into  three  categories  based   on  #  of  re-­‐tweets   – Hi:  20+  retweets  (n=49)   – Low:  1-­‐19  retweets  (n=762)   – Single  items:  no  retweets  (n  =  2872)   •  Coded  each  group  into  subsets  of  posts               with  images  images  and  posts  without  images  
  • 9. Methods •  Coded  text  +  images  for     – Movement  response/presence   •  Peaceful  protest   •  DisrupEve  protest   •  Solidarity   – Police  acDon/presence   •  Use  of  force,  surveillance  and  monitoring   •  Equipment  and  weapons   •  Coded  images  for   – Police-­‐protester  interacDon  (present  or  absent)  
  • 11. 0.0%   10.0%   20.0%   30.0%   40.0%   50.0%   60.0%   70.0%   Movement response/presence within Elsipogtog-themed posts Hi  #  of  RT;     Image   Hi  #  of  RT;     No  image   Low  #  of  RT;     Image   Low  #  of  RT;     No  image   Single  items;     Image   Single  items;     No  image   No  movement  response   Peaceful  protest   DisrupEve  protest   Solidarity  
  • 12. 0.0%   10.0%   20.0%   30.0%   40.0%   50.0%   60.0%   70.0%   80.0%   Police  acDon/presence  within  Elsipogtog-­‐themed  posts   Hi  #  of  RT;     Image   Hi  #  of  RT;     No  image   Low  #  of  RT;     Image   Low  #  of  RT;     No  image   Single  items;   Image   Single  items;   No  image   No  police  acEon   Use  of  force,   surveillance/ monitoring   Police  equipment   and  weapons   Police action/presence within Elsipogtog-themed posts
  • 13. Police-protester interaction 0.0%   10.0%   20.0%   30.0%   40.0%   50.0%   60.0%   70.0%   80.0%   No  police-­‐protester  interacEon   Police-­‐protester  interacEon   Hi  #  of  RT;     Image   Low  #  of  RT;     Image   Single  items;   Image  
  • 14. Conclusion •  Peaceful  protests  are  a  dominant  theme  of   highly  re-­‐tweeted  posts.   •  Solidarity  tends  to  be  textually  described   more  oaen  than  visually  depicted.     •  Police  use  of  force/surveillance  is  visually   depicted  more  oaen  than  textually  described.     Repression  galvanizes  tweeEng      
  • 15. Next steps •  Code  for  user  type   •  Trace  images   through  networks    
  • 16. Questions? Thank you! Molly  J.  Simis,  M.S.     Ph.D.  Candidate     simis@wisc.edu   Jill  Hopke,  Ph.D.     Assistant  Professor   jhopke@depaul.edu