#Ferguson is everywhere: initiators in emerging counterpublic networks
Open accessAbstract
On the afternoon of 9 August 2014, 18-year-old Michael ‘Mike’ Brown was shot and killed by Officer Darren Wilson in the small American city of Ferguson, Missouri. Brown's body lay in the street for four and a half hours, and during that time, his neighbors and friends took to social media to express fear, confusion, and outrage. We locate early tweets about Ferguson and the use of the hashtag #Ferguson at the center of a counterpublic network that provoked and shaped public debates about race, policing, governance, and justice. Extending theory on networked publics, we examine how everyday citizens, followed by activists and journalists, influenced the #Ferguson Twitter network with a focus on emergent counterpublic structure and discursive strategy. We stress the importance of combining quantitative and qualitative methods to identify early initiators of online dissent and story framing. We argue that initiators and their discursive contributions are often missed by methods that collapse longitudinal network data into a single snapshot rather than investigating the dynamic emergence of crowdsourced elites over time.
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Claims the paper makes
1 of 33 cited sources checked · 0 supported · 0 flagged · accuracy not yet measured
- Findingnone given
Several non-elite, mostly black, tweeters appeared among crowdsourced elites for the entire first week of the evolution and expansion of the Ferguson network, even in the face of increasing competition from elite sources.
“Significantly, however, several non-elite, mostly black, tweeters appeared among crowdsourced elites for the entire first week of the evolution and expansion of the Ferguson network, even in the face of increasing competition from elite sources.”
Quote in the paperSubstantial claim - Findingcitation
The Ferguson network can be characterized as a broadcast network, where the vast majority of nodes radiate out from a small number of influential users (the crowdsourced elites), without otherwise interacting with one another.
“Collectively, the Ferguson network can be characterized as a broadcast network, where the vast majority of nodes radiate out from a small number of influential users (the crowdsourced elites), without otherwise interacting with one another (Smith, Rainie, Shneiderman, & Himelboim, 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Smith, Rainie, Shneiderman, & Himelboim, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
By 10 August 2014, several individuals with online or offline connections to activist communities and/or activist journalism appeared among Ferguson crowdsourced elites, though they came and went within that single day.
“By 10 August, the day after Michael Brown was killed, several individuals with either online or offline connections to activist communities and/or activist journalism also appeared among Ferguson crowdsourced elites, though they came and went within this single day.”
Quote in the paperNot a substantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Findingnone given
@stltoday is the only account that does not directly reflect an African-American voice or target an African-American audience.
“In fact, @stltoday is the only account that does not directly reflect an African-American voice or target an African-American audience.”
Quote in the paperNot a substantial claim - Findingreasoning
Anonymous's discourse was unique from that of individual citizens or activists because the collective engaged in direct threats and warnings to state organizations in response to Brown's killing.
“In general, Anonymous' discourse was unique from that of individual citizens or activists because the collective engaged in direct threats and warnings to state organizations in response to Brown's killing.”
Quote in the paperSubstantial claim
- Findingown data
The Anonymous-affiliated accounts that achieved crowdsourced elite status included @YourAnonNews, @OpFerguson, @TheAnonMessage, and @YourAnonGlobal.
“These accounts included @YourAnonNews, @OpFerguson, @TheAnonMessage, and @YourAnonGlobal.”
Quote in the paperSubstantial claim - Findingown data
Tef Poe tweeted within three hours what according to our data was the first crowdsourced SOS: 'Basically martial law is taking place in Ferguson all perimeters blocked coming and going. National and international friends help!!!'
“Tef Poe, immediately on the ground in Ferguson and observing the policecommunity interactions there, tweeted within three hours what according to our data was the first crowdsourced SOS: 'Basically martial law is taking place in Ferguson all perimeters blocked coming and going.National and international friends help!!!'”
Quote in the paperNot a substantial claim - Findingown data
@natedrug and @Nettaaaaaaaa's popularity in the network frequently outranked more traditional and elite sources including @CNN and a range of individual journalists.
“@natedrug and @Nettaaaaaaaa's popularity in the network frequently outranked more traditional and elite sources including @CNN and a range of individual journalists.”
Quote in the paperSubstantial claim - Findingnone given
@ShaunKing used #Ferguson to tweet about cases of other victims of police shootings including John Crawford, Andy Cruz, and Sean Bell.
“For example, @ShaunKing used #Ferguson to tweet about the cases of other victims of police shootings including John Crawford, Andy Cruz,andSeanBell.”
Quote in the paperNot a substantial claim - Findingown data
The activist-connected crowdsourced elites on 10 August 2014 included @ShaunKing, @syndicalisms, and @UntoldCarlisle.
“These included @ShaunKing, @syndicalisms, and @UntoldCarlisle.”
Quote in the paperNot a substantial claim - Findingown data
Over the course of the week, Anonymous was the only activist organization to achieve crowdsourced elite status; no other traditionally organized or unstructured activist groups had as much influence.
“Over the course of the week, Anonymous was the only activist organization to achieve crowdsourced elite status, no other either traditionally organized or unstructured activist groups had as much influence.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Findingown data
On 11 August 2014, activist collective Anonymous became influential in the network, with sometimes two and sometimes three Anonymous affiliated accounts achieving crowdsourced elite status every remaining day of the week as users retweeted their messages.
“The following day, 11 August, activist collective Anonymous became influential in the network with sometimes two and sometimes three different Anonymous affiliated accounts achieving crowdsourced elite status every remaining day of the week as users retweeted their messages.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Findingnone given
@syndicalisms and @UnToldCarlisle both tweeted a widely circulated graphic image of Brown lying dead in the street as a police officer stood over him with news bulletin style captions.
“@syndicalismsand@UnToldCarlislebothtweetedawidelycirculated and graphic image of Brown lying dead in the street as a police officer stood over him with news bulletin style captions like, 'Teenager #MikeBrown won't start college on Monday because he was shot ten times by a #Ferguson police officer'.”
Quote in the paperNot a substantial claim - Findingown data
These activist-connected users relied heavily on discourse combining advocacy journalism and shocking images and stories of state violence.
“These users relied heavily on discourse that combined advocacy journalism and shocking images and stories of state violence.”
Quote in the paperNot a substantial claim - Findingnone given
Of the day one initiators, only Antonio French maintained his status among crowdsourced elites for the following six days.
“Of these day one initiators, only Antonio French maintained his status among crowdsourced elites for the following six days.”
Quote in the paperNot a substantial claim - Findingnone given
On 9 August 2014, the most influential crowdsourced elite in the Ferguson network, with over two and half times as many retweets and mentions as the next closest elite, was an African-American woman using the Twitter handle @AyoMissDarkSkin.
“On 9 August 2014, the day Michael Brown was killed, the most influential crowdsourced elite in the Ferguson network, with over two and half times as many retweets and mentions as the next closest elite, was an African-American woman using the Twitter handle @AyoMissDarkSkin.”
Quote in the paperNot a substantial claim - Findingown data
Mentions are not a signal of ideological opposition within the Ferguson network.
“Although previous work has suggested that mentions are a signal of ideological opposition within Twitter networks (Conover et al., 2011), this was not the case within the Ferguson network.”
Quote in the paperSubstantial claim - Findingown data
Some more persistent crowdsourced elites, including @Nettaaaaaaaa and @OpFerguson, initially rose to elite status by being retweeted, but then later received many more mentions as members of the network not located in Ferguson, MO asked them for information, and directed others' attention to the details coming from those accounts.
“Similarly, we see a shift in strategy around some of the more persistent crowdsourced elites in the network, including @Nettaaaaaaaa and @OpFerguson, who initially rose to elite status by being retweeted, but then later received manymorementionsasmembersofthenetworknotlocatedinFerguson,MOaskedthem for information, and directed others' attention to the details coming from those accounts.”
Quote in the paperNot a substantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Findingown data
The most visible media throughout the first week of the Ferguson network were mainstream local outlets and photographers and mainstream national journalists.
“Instead, the most visible media throughout the first week of the Ferguson network were mainstream local outlets and photographers and mainstream national journalists.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Findingnone given
Lowery and Reilly were arrested while covering the events in Ferguson.
“As previously noted, Lowery and Reilly were arrested while covering the events in Ferguson”
Quote in the paperSubstantial claim - Findingown data
These local news outlets tweeted a range of other content including quotes from officials about 'looting,' and 'positive' updates about events in Ferguson that were not at all popular within the network.
“Notably, these outlets tweeted a range of other content including quotes from officials about 'looting,' and 'positive' updates about events in Ferguson that were not at all popular within the network.”
Quote in the paperSubstantial claim - Findingnone given
Individual national reporters including @WesleyLowry, @juliebosman, @ryanjreilly, and @Yamiche, of The Washington Post, The New York Times, The Huffington Post, and USA Today, respectively, offered on-the-ground updates of events in Ferguson that offered the tone and legitimacy of mainstream news alongside personal impressions and experiences of fear, outrage, and confusion.
“Second, individual national reporters, including @WesleyLowry, @juliebosman, @ryanjreilly, and @Yamiche, of The Washington Post, The New York Times, The Huffington Post, and USA Today, respectively, offered on-the-ground updates of events in Ferguson that offered the tone and legitimacy of mainstream news alongside personal impressions and experiences of fear, outrage, and confusion.”
Quote in the paperSubstantial claim - Findingown data
Contrary to previous work suggesting alternative and niche media play an influential role in digital storytelling about conflicts between citizens and the state, such outlets were almost entirely absent from the first week of Ferguson crowdsourced elites.
“Contrary to previous work suggesting alternative and niche media play an influential role in digital storytelling about conflicts between citizens and the state, such outlets were almost entirely absent from the first week of Ferguson crowdsourced elites.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Findingown data
Many of the people doing immediate on-the-ground witnessing and discursive storytelling of events in Ferguson, like top day one initiator @AyoMissDarkSkin, also disappear when the data are collapsed.
“Likewise, many of the people doing immediate on-the-ground witnessing and discursive storytelling of events in Ferguson, like our top day one initiator@AyoMissDarkSkin, also disappear when the data are collapsed.”
Quote in the paperSubstantial claim - Findingown data
The only celebrities to appear as crowdsourced elites were Wil Wheaton, the actor, and John Legend, the musician.
“The only celebrities to appear as crowd sourced elites were Wil Wheaton, the actor, and John Legend, the musician.”
Quote in the paperNot a substantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Findingown data
Beyond journalists, very few political or entertainment figures appear as crowdsourced elites in the first week of the Ferguson network.
“Beyond journalists, very few political or entertainment figures appear as crowdsourced elites in the first week of the Ferguson network.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Findingown data
Important daily crowdsourced elites like @Nettaaaaaaaa do not appear if the network from 9 August to 15 August is collapsed into a single data set.
“For example, important daily crowdsourced elites like @Nettaaaaaaaa do not appear if the network from 9 August to 15 August is collapsed into a single data set.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Premisecitation
The historical black press in America constructed counternarratives about race, political dissent, social inclusion, and other topics central to the African-American experience.
“For example, Jackson (2014), Squires (2002), and the Black Public Sphere Collective (1995) have documented how the historical black press in.America took up the work of constructing counternarratives about race, political dissent, social inclusion, and other topics central to the African-American experience.”
Quote in the paperNot a substantial claim0 of 3 sources checked - Interpretationnone given
The #Ferguson Twitter network functioned as a counterpublic network that provoked and shaped public debates about race, policing, governance, and justice.
“We locate early tweets about Ferguson and the use of the hashtag #Ferguson at the center of a counterpublic network that provoked and shaped public debates about race, policing, governance, and justice.”
Quote in the paperSubstantial claim - Premisecitation
Networked spaces offer citizens most invisible in mainstream politics radical new potentials for identity negotiation, visibility, and influence.
“However, in alignment with the work of scholars like Mitra and Gajjala (2008) and Bailey and Gumbs (2010), we believe that networked spaces offer citizens most invisible in mainstream politics radical new potentials for identity negotiation, visibility, and influence.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Mitra and Gajjala (2008)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Bailey and Gumbs (2010)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Social media in general, and Twitter in particular, have enormous capacity to elevate and sustain counterpublic voices and refocus the attention of the mainstream public sphere.
“While much of so-called 'activism' online is quite inactive in terms of sustained social change, recent work illustrates the enormous capacity for social media in general, and Twitter in particular, to elevate and sustain counterpublic voices and refocus the attention of the mainstream public sphere (Hamdy & Gomaa, 2012;Lewis, Gray, & Meierhenrich, 2014;Papacharissi & de Fatima Oliveira, 2012).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationnone given
Initiators and their discursive contributions are often missed by methods that collapse longitudinal network data into a single snapshot rather than investigating the dynamic emergence of crowdsourced elites over time.
“We argue that initiators and their discursive contributions are often missed by methods that collapse longitudinal network data into a single snapshot rather than investigating the dynamic emergence of crowdsourced elites over time.”
Quote in the paperNot a substantial claim - Premisecitation
Many populations have been systematically excluded from the public sphere by historically narrow definitions of citizenship that do not include women, people of color, immigrants, or other marginalized groups.
“In practice, many populations have been systematically excluded from the public sphere by historically narrow definitions of citizenship that do not include women, people of color, immigrants, or other marginalized groups (Fraser, 1990;Squires, 2007).”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
In the #myNYPD hijacking, crowdsourced elites played an important role for creating and amplifying anti-establishment narratives outside of immediate and intense national crisis.
“Our own work on how citizens hijacked the New York City Police Department's hashtag #myNYPD to highlight and critique incidences of police brutality and racial profiling demonstrates that crowdsourced elites also play an important role for creating and amplifying anti-establishment narratives outside of immediate and intense national crisis (Jackson & Foucault Welles, in press).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Jackson & Foucault Welles, in press
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
In the #myNYPD hijacking, everyday citizens with non-dominant identities played a role on par with activist collectives and non-traditional/activist media in helping the hijacking trend.
“In this case, everyday citizens with non-dominant identities played a role on par with activist collectives and non-traditional/activist media in helping the hijacking trend.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Jackson & Foucault Welles, in press
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Such information can, and often does, come from members of counterpublics.
“Thus, we extend Papacharissi and de Fatima Oliveira's findings about the democratic potentials of digitally crowdsourced information to everyday, localized phenomena and suggest that such information can, and often does, come from members of counterpublics.”
Quote in the paperSubstantial claim - Premiseown data
Networked counterpublics can and do successfully infiltrate and influence mainstream conversations.
“Thus, that networked counterpublics can and do successfully infiltrate and influence mainstream conversations no longer seems up for debate, rather, questions remain as to how and why this infiltration (sometimes) works and what public(s) primary players belong to.”
Quote in the paperSubstantial claim - Interpretationreasoning
Anonymous, as a literally anonymous collective, was able to offer affective discourse to the networked conversation about Ferguson that would have been far too risky for any individual citizen or activist to introduce.
“We suggest that as a collective of individuals that is quite literally anonymous, the organization was able to offer a kind of affective discourse to the networked conversation about Ferguson that would have been far too risky for any individual citizen or activist to introduce.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Sampling elites by day overcomes the confound of growing network size over time.
“Moreover, focusing on the elites per day overcomes the confound of growing network size overtime; rather than selecting tweets based on a fixed minimum number of retweets, sampling elites by day will naturally sample the most influential users at that time.”
Quote in the paperSubstantial claim - Interpretationreasoning
Anonymous's reach (far more followers and notoriety than most individuals) and uniquely unrepentant discourse resulted in their Ferguson engagement becoming prominent and lasting.
“In this case, Anonymous' reach, which includes far more followers and notoriety than most individuals, and their uniquely unrepentant discourse, resulted in their Ferguson engagement becoming prominent and lasting;”
Quote in the paperSubstantial claim - Premisecitation
The tendency to focus on statistically common cases from static network snapshots often obscures the actions of actors who, although statistically less notable overall, nevertheless play important roles in the emergence or dynamics of networked publics.
“Foucault Welles(2014) cautions that, especially in cases involving 'big data' analysis, the tendency to focus on statistically common cases from static network snapshots often obscures the actions of actors who, although statistically less notable overall, nevertheless play important roles in the emergence or dynamics of networked publics.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Foucault Welles (2014)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The discourse offered to the network by everyday citizens who brought live on-the-ground updates or sets of knowledge and perspective based in counterpublic experience was in such demand that these citizens maintained influential positions even as the network spread and included more powerful players.
“at the same time, the discourse offered to the network by everyday citizens who brought live on the ground updates or sets of knowledge and perspective based in counter public experience was in such demand that these citizens maintained influential positions even as the network spread and included more powerful players.”
Quote in the paperSubstantial claim - Interpretationreasoning
These crowdsourced elites immediately challenged and reframed mainstream discourses about what was happening in Ferguson.
“Also in the tradition of the black public sphere, these crowdsourced elites immediately challenged and reframed mainstream discourses about what was happening in Ferguson.”
Quote in the paperSubstantial claim - Interpretationreasoning
This group of initiators illustrates the potential diversity of status within a counterpublic.
“This group also illustrates the potential diversity of status within a counterpublic.”
Quote in the paperNot a substantial claim - Interpretationreasoning
That tweets covering this content in particular pushed local news outlets into crowdsourced elite status is evidence of the kinds of information the network was hungry for.
“That tweets covering this content in particular pushed local news outlets into crowdsourced elite status is evidence of the kinds of information the network was hungry for.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Interpretationreasoning
Radical possibilities for democratic debate, based in a history of counterpublic intervention and integration, have made themselves an undeniable feature of Twitter's landscape.
“however, we do suggest that radical possibilities for democratic debate, based in a history of counterpublic intervention and integration, have made themselves an undeniable feature of Twitter's landscape.”
Quote in the paperNot a substantial claim - Interpretationreasoning
In this case, the presence of local mainstream outlets and national journalists does not indicate a re-centering of elite narratives as might be assumed.
“For example, in this case, the presence of local mainstream outlets and national journalists does not indicate a re-centering of elite narratives as might be assumed.”
Quote in the paperSubstantial claim - Interpretationcitation
Our findings support other works on the potential of public interest to outweigh state interest in setting agendas and creating the terms for debate.
“Our findings support other works on the potential of public interest to outweigh state interest in setting agendas and creating the terms for debate (Benkler et al., 2013;Papacharissi & de Fatima Oliveira, 2012).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Benkler et al., 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Papacharissi & de Fatima Oliveira, 2012 source
- Interpretationreasoning
The minimal presence or influence of politicians and celebrities in the first week of the Ferguson network reinforces the democratizing potential of online storytelling initiated by everyday citizens.
“Ultimately, however, the minimal presence or influence of politicians and celebrities in the first week of the Ferguson network reinforces the democratizing potential of online storytelling initiated by everyday citizens.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Interpretationown data
Contrary to previous work on mentioning in Twitter networks, this research reveals that mentioning, like retweeting, can serve as an ideologically consistent amplification strategy, a counterpublic attempt to force the mainstream to pay attention to their cause.
“Specifically, contrary to previous work on mentioning in Twitter networks, this research reveals that mentioning, like retweeting, can serve as an ideologically consistent amplification strategy, a counterpublic attempt to force the mainstream to pay attention to their cause.”
Quote in the paperSubstantial claim - Interpretationown data
Without focusing on the first week of the Ferguson network and further unpacking the network by day, we would not have been able to see the important influence of key crowdsourced elites and members of American counterpublics.
“Without focusing on the first week of the Ferguson network and further unpacking the network by day, we would not have been able to see the important influence of key crowd sourced elites and members of American counterpublics.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Interpretationreasoning
Collapsing data masks important amplification strategies vis-à-vis traditional elites.
“Moreover, collapsing data masks important amplification strategies vis-à-vis traditional elites.”
Quote in the paperSubstantial claim - Interpretationown data
Compressing data in research attempting to detail the development of affective stories that hinge on discursively wrought subjects like race and policing can render members of counterpublics, particularly individual citizens already at the margins of the mainstream public sphere, invisible.
“Thus, it is clear that compressing data in research attempting to detail the development of affective stories that hinge on discursively wrought subjects like race and policing can render members of counterpublics, particularly individual citizens who are already at the margins of the mainstream public sphere, invisible.”
Quote in the paperSubstantial claim - Interpretationown data
The Ferguson network selected only specific content from these local elites to share, namely content that reinforced critiques of state response, reflecting a preference for information that helped to construct critical counternarratives.
“Instead, the Ferguson network selected only specific content from these local elites to share, namely content that reinforced critiques of state response, reflecting a preference for information that helped to construct critical counternarratives (Figure 5).”
Quote in the paperSubstantial claim - Interpretationreasoning
Lowery and Reilly gained some credibility in the counterpublic network for having found themselves in conflict with police.
“and thus also gained some credibility in the counter public network for having found themselves in conflict with police.”
Quote in the paperNot a substantial claim - Interpretationreasoning
In the first week of the Ferguson network, traditional elites were not needed to shape the discussion or push it onto the national agenda; regular people and activists accomplished this themselves.
“In this case, traditional elites were simply not needed to shape the discussion or push it onto the national agenda; regular people and activists accomplished this themselves.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
- Interpretationreasoning
The perspectives and reporting styles of this young and diverse set of national journalists, even within the limits of their professional roles, spoke uniquely to the Ferguson network and resonated more with counterpublic interpretations of the events in Ferguson than those of other national sources covering the story.
“This suggests that the perspectives and reporting styles of this young and diverse set of national journalists, even within the limits of their professional roles, spoke uniquely to the Ferguson network and resonated more with counterpublic interpretations of the events in Ferguson than those of other national sources covering the story.”
Quote in the paperNot a substantial claim
- May combine two claims. 54
- Classified as probably not a substantial claim. 20
- The quote only partly states this claim. 2
May combine two claims.
FindingcitationThe in-degree distribution in the #Ferguson network follows roughly a powerlaw, with a small number of nodes receiving a disproportionately high number of retweets and mentions, and most receiving none at all.
“Like most social networks, the in-degree distribution in the #Ferguson network follows roughly a powerlaw, with a small number of nodes receiving a disproportionately high number of retweets and mentions, and most receiving none at all (Barabási & Albert, 1999).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Barabási & Albert, 1999 source
The paper’s network discussion (page unavailable in our copy) reports a power-law tail for an actor collaboration network and says highly connected nodes can dominate connectivity. It does not examine the #Ferguson network, retweets or mentions, or establish that most nodes in that network receive none. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenAnonymous released a widely retweeted video that demanded congressional action to introduce 'Mike Brown's law' to set national standards of police conduct and threatened to take offline every 'web-based asset' of police departments who responded to Ferguson protesters with force.
“The organization released a widely retweeted video that demanded congressional action to introduce something called 'Mike Brown's law ' to set national standards of police conduct and threatened to take offline every 'web-based asset' of police departments who responded to Ferguson protesters with force.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningWhile many individual activists were displaced by Anonymous in the network, some everyday citizens like @natedrug and @Nettaaaaaaaa remained elites alongside Anonymous.
“Notably, while many individual activists were displaced by Anonymous in the network, some everyday citizens like @natedrug and @Nettaaaaaaaa remained elites alongside Anonymous.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
May combine two claims.
Findingown data@natedrug held a position as a crowdsourced elite for five of the seven days examined and was the most widely retweeted user in the network by a large margin.
“For example, @natedrug, tweeting directly from within the ranks of Ferguson protesters, held a position as a crowdsourced elite for five of the seven days examined here and was the most widely re-tweeted user in the network by a large margin.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMany of the initiators were tweeting within minutes or hours of Michael Brown's death, giving them a distinct role in the emergence of the overall network topology and discourse.
“Many of these initiators were tweeting within minutes or hours of Michael Brown's death, giving them a distinct role in the emergence of the overall network topology and discourse.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningMentions in these networks are often used to endorse specific members of the counterpublic and encourage others to follow them, or to gain the attention of those in traditional positions of power by associating their Twitter names with the events in Ferguson.
“Specifically, mentions in these networks are often used to endorse specific members of the counterpublic and encourage others to follow them, or to gain the attention of those in traditional positions of power by associating their Twitter names with the events in Ferguson.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe overall Ferguson topology emerges primarily as a function of retweets, with crowdsourced elites receiving nearly three times as many retweets as mentions (14.71% of total tweets are retweets, 5.60% are mentions).
“This overall Ferguson topology emerges primarily as a function of retweets, with crowdsourced elites receiving nearly three times as many retweets as mentions(14.71% of total tweets are retweets, 5.60% are mentions).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Findingown dataThe discourse of @AyoMissDarkSkin's tweet immediately frames Brown as the innocent ('unarmed' 'boy') victim of extreme violence ('executed' 'Shot him 10 times') and communicates an affective response ('smh').
“The discourse of this tweet immediately frames Brown as the innocent ('unarmed' 'boy') victim of extreme violence ('executed' 'Shot him 10 times') and communicates an effective response ('smh'-Shaking My Head -generally used to indicate disgust or incredulousness).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data@Nettaaaaaaaa was a crowdsourced elite for three days and was also among the most widely retweeted.
“@Nettaaaaaaaa, a St. Louis-based college student, was a crowdsourced elite for three days and was also among the most widely retweeted.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data@AyoMissDarkSkin's tweet was retweeted or mentioned three and a half times more on this first day than @stltoday's tweet, demonstrating a clear preference by the networked public initially engaging with the story for a form of citizen journalism that acknowledged the problem of police violence and humanized its victims.
“Notably, @AyoMissDarkSkin's tweet was retweeted or mentioned three and a half times more on this first day than @stltoday's tweet, demonstrating a clear preference by the networked public initially engaging with the story for a form of citizen journalism that acknowledged the problem of police violence and humanized its victims.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe balance of retweets versus mentions declines throughout the week following Michael Brown's death, with the lowest proportion of retweets (most mentions) on 13 August, when clashes between police and protesters became especially violent.
“As Table 2 illustrates, the balance of retweets versus mentions declines throughout the week following Michael Brown's death, with the lowest proportion of retweets (most mentions) on 13 August, when clashes between police and protesters became especially violent.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenOn 11 August 2014, Anonymous launched a successful cyber-attack that took the City of Ferguson website, email servers and phone system offline for several hours.
“on11 August 2014, Anonymous launched a successful cyber-attack that took the City of Ferguson website, email servers and phone system offline for several hours.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone given@AyoMissDarkSkin is an everyday citizen with a modest number of Twitter followers and no elite connections, yet had the most influence in the network, while French, Taylor, Tef Poe, and Skolnik have varying levels of access to niche, alternative, and mainstream spaces.
“@AyoMissDarkSkin is an everyday citizen with a modest number of Twitter followers and no elite connections, yet had the most influence in the network, while French, Taylor, Tef Poe, and Skolnik have varying levels of access to niche, alternative, and mainstream spaces.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataA post-hoc analysis of the top 100 crowdsourced elites across the dataset as a whole reveals no users with stated pro-police or anti-activist agendas; many of these users include explicit racial justice messages in their profile text and/or photos.
“Indeed, a post-hoc analysis of the top 100 crowdsourced elites across the dataset as a whole reveals no users with stated pro-police or anti-activist agendas; indeed, many of these users include explicit racial justice messages in their profile text and/or photos.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe ideological work of discourse within the Ferguson network is remarkably consistent, and overwhelmingly focused on critiques of state violence.
“As discussed below, the ideological work of discourse within the Ferguson network is remarkably consistent, and overwhelmingly focused on critiques of state violence.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the first hours and day of tweeting about Brown's death, Ferguson was not ubiquitously used as a hashtag; the very first, and thus most central, tweets about Brown's killing did not hashtag the city.
“In the first hours and day of tweeting about Brown's death, Ferguson was not ubiquitously used as a hashtag; in fact, our preliminary data suggested that the very first, and thus most central, tweets about Brown's killing did not hashtag the city.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone given@AyoMissDarkSkin was in the Ferguson neighborhood where Michael Brown was shot and sent the tweet seen in Figure 2 within 30 minutes of the altercation.
“@AyoMissDarkSkin was in the Ferguson neighborhood where Michael Brown was shot and sent the tweet seen in Figure 2 within 30 minutes of the altercation:”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenTaylor rewrote the @stltoday headline with the word 'crowd' in place of 'mob' and corrected tweets calling Brown a 'man' with 'he was 17'.
“Likewise, Taylor rewrote the @stltoday headline with the word 'crowd' in place of 'mob' and corrected tweets calling Brown a 'man' with 'he was 17' 6”
Quote in the paperNot a substantial claimThe quote only partly states this claim.
Findingown dataThe aggregate Ferguson Twitter network included 305,269 unique nodes connected by 425,746 directed links.
“In aggregate, these seven networks included 305,269 unique nodes (Twitter users) connected by 425,746 links, directed such that links originate from authors of tweets to users mentioned or retweeted in the text of those tweets.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Findingreasoning@stltoday's tweet not only lacks the affective response to the killing of an unarmed teen seen in @AyoMissDarkSkin's discourse, its structure and word choice construct the 'mob reaction' rather than Brown's shooting as the source of conflict.
“@stltoday's tweet not only lacks the affective response to the killing of an unarmed teen seen in @AyoMissDarkSkin's discourse, its structure and word choice construct the 'mob reaction' rather than Brown's shooting as the source of conflict.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenDifferences in amplification strategy (retweeting, mentioning) as well as the shift from marginalized to mainstream elites become evident only by looking at the network change day by day; key counterpublic elites and amplification through mentioning are not evident in the aggregate network.
“Importantly, these differences in amplification strategy (retweeting, mentioning) as well as the shift from marginalized to mainstream elites become evident only by looking at the network change day by day; key counterpublic elites and amplification through mentioning are not evident in the aggregate network.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Findingnone givenThe account @OpFerguson was wholly dedicated to tweeting about ongoing events and relevant figures in Ferguson and gained infamy for threatening to dox every member of the Ferguson Police Department.
“For example, the account @OpFerguson was wholly dedicated to tweeting about ongoing events and relevant figures in Ferguson and gained infamy for threatening to dox 10 every member of the Ferguson Police Department.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOur data spotlight the discursive labor of initiators and other influential everyday citizens, most of whom were young and/or African-American, who pushed the larger public sphere to address what happened to Michael Brown and offered ideological interpretations of Brown's death and resulting events firmly situated in minority experiences with state oppression.
“In particular, our data spotlight the discursive labor of initiators and other influential everyday citizens, most of whom were young and/or African-American, who pushed the larger public sphere to address what happened to Michael Brown and offered ideological interpretations of Brown's death and resulting events firmly situated in minority experiences with state oppression.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
May combine two claims.
Findingown dataOnly the account of Global Grind (@GlobalGrind) appeared as an influential alternative media source among Ferguson crowdsourced elites, and then only for one day, 10 August.
“Only the account of Global Grind (@GlobalGrind), the Hip Hop-centric entertainment and news website for which Michael Skolnik is political director, appeared as an influential alternative media source, and then only for one day, 10 August.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
May combine two claims.
Findingnone givenThe Twitter account for the St. Louis Post Dispatch was among the day one initiators of the Ferguson network, although its discursive contributions were starkly different than those of other initiators.
“As previously noted, the Twitter account for the St. Louis Post Dispatch was among the day one initiators of the Ferguson network, although its discursive contributions were starkly different than those of other initiators.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Findingnone givenThis group of national journalists skews young (three in their 20s and one in her 30s) and is markedly more diverse, including women and African-Americans in equal proportion to men and White Americans, than most American newsrooms.
“This group of journalists skews young (three in their 20s and one in her 30s), and is markedly more diverse, including women and African-Americans in equal proportion to men and White Americans, than most American newsrooms.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataJohn Legend maintained his position as an influencer for one day and Wil Wheaton, who has a particularly large Twitter following, for two days.
“Legend only maintained his position as an influencer for one day and Wheaton, who has a particularly large twitter following, for two days.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
May combine two claims.
Findingown dataThe only politicians' Twitter handles to appear as crowdsourced elites, both fairly late in the week, were those of Barack Obama and Missouri Governor Jay Nixon, neither of whom appeared because they tweeted about Ferguson but rather because so many Twitter users were tweeting at them (mentioning) with various pleas and criticism about the events unfolding there.
“In fact, the only politicians' twitter handles to appear, both fairly late in the week, were those of Barack Obama and Missouri Governor Jay Nixon, neither of whom appeared because they tweeted about Ferguson but rather because so many Twitter users were tweeting at them (mentioning) with various Pleas and criticism about the events unfolding there.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
May combine two claims. The quote only partly states this claim.
Findingown dataLocal news outlets like @ksdknews, @KMOV, and @Fox2now provided a range of on-the-ground coverage of developments in Ferguson but were most retweeted by the network when they reported information about the scale of police response to protesters, the confirmed hacking of the City of Ferguson by Anonymous, demands by police that media leave the scene, and the potential that the Ferguson PD would释放e?
“First, local news outlets, like @ksdknews, @KMOV, and @Fox2now which represent NBC, CBS, and Fox affiliates, respectively, provided a range of on the ground coverage of various developments in Ferguson but were most retweeted by the network when they reported information about the scale of police response to protesters”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
May combine two claims.
Findingown dataOn the day after 9 August 2014, no media outlets appeared at crowdsourced elites, but beginning on 11 August and for the remainder of the week, at least two local news outlets or select individual mainstream journalists' accounts did.
“The following day, no media outlets appeared at crowdsourced elites but beginning on 11 August and for the remainder of the week, at least two local news outlets or select individual mainstream journalists' accounts did.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
May combine two claims.
FindingreasoningAlthough both Lowery and Reilly received a number of retweets on specific days, the primary action resulting in their inclusion as crowdsourced elites for the entirety of the week is mentions, as members of the network used mentioning to direct attention to their arrests.
“Although both Lowery and Reilly received a number of retweets on specific days, the primary action resulting in their inclusion as crowdsourced elites for the entirety of the week is mentions, as members of the network used mentioning to direct attention to their arrests.”
Quote in the paperNot a substantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
May combine two claims.
Findingown dataBoth celebrities specifically offered critiques of institutional failings around Ferguson, Legend focusing on the militarization and over reaction of police and Wheaton criticizing the national media for paying more attention to celebrity news than the events unfolding there.
“Both these celebrities specifically offered critiques of institutional failings around Ferguson, Legend focusing on the militarization and over reaction of police and Wheaton criticizing the national media for paying more attention to celebrity news than the events unfolding there.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNational mainstream news organizations played a minimal role among Ferguson crowdsourced elites, with only CNN gaining elite status on the last day of the first week of the network.
“National mainstream news organizations also played a minimal role among Ferguson crowdsourced elites, only one, CNN, gaining elite status on the last day of the first week of the network.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
May combine two claims.
PremisecitationThe black press and other communicative spaces of the black public sphere pushed for the ideological and physical integration of mainstream institutions, while also challenging white supremacy and the legitimization of white racial violence common in mainstream discourse.
“The black press, and other communicative spaces of the black public sphere, pushed for the ideological and physical integration of mainstream institutions, while also challenging white supremacy and the legitimization of white racial violence common in mainstream discourse.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationNetworked publics' fusing of activist discourse with traditional news narratives results in an 'affective' flow of information that can speak to the common experiences, concerns, and sympathies of larger publics.
“In particular, networked publics' fusing of activist discourse with traditional news narratives results in an 'affective' flow of information that can speak to the common experiences, concerns, and sympathies of larger publics.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Papacharissi and de Fatima Oliveira (2012) source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTwitter can provide a continuous stream of information from the perspective of those closest to crisis events.
“Unlike traditional modes of news reporting and information sharing, they argue, Twitter can provide a continuous stream of information from the perspective of those closest to crisis events.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Papacharissi and de Fatima Oliveira (2012) source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSuch flows of information provide a form of emotional release that simultaneously invigorates and exhausts tension in times of social crisis.
“Papacharissi and de Fatima Oliveira contend that such flows of information 'provide a form of emotional release that simultaneously invigorates and exhausts tension' in times of social crisis (p.280).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Papacharissi and de Fatima Oliveira (2012) source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationAfter receiving a small amount of local media coverage, Trayvon Martin's story garnered increased attention both because of the strategic targeting of offline/traditional news sources by Martin family representatives, and the online advocacy of several African-American and racial justice organizations.
“Graeff, Stempeck, and Zuckerman (2014) find that after receiving a small amount of local media coverage, Martin's story garnered increased attention both because of the strategic targeting of offline/ traditional news sources by Martin family representatives, and the online advocacy of several African-American and racial justice organizations.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Graeff, Stempeck, and Zuckerman (2014) source
May combine two claims.
PremisecitationThis early group of initiators played a particularly important role in gaining broader attention and support for objections to SOPA-PIPA legislation, motivating the engagement of more traditional elites, and shaping the terms of debate.
“This early group of what we consider 'initiators' played a particularly important role in gaining broader attention and support for objections to SOPA-PIPA legislation, motivating the engagement of more traditional elites, and shaping the terms of debate.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Benkler et al. (2013)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationThe retweet topology is consistent with prior work on networked counterpublics, as well as online social movements more generally.
“This retweet topology is consistent with prior work on networked counterpublics, as well as online social movements more generally (Jackson & Foucault Welles, in press).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Jackson & Foucault Welles, in press
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationRetweets tend to represent ideological endorsements, while mentions more often represent ideological opposition.
“Retweets and mentions can serve different communicative purposes on Twitter with distinct ideological implications; in particular, Conover et al. (2011) have suggested that retweets tend to represent ideological endorsements, while mentions more often represent ideological opposition.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Conover et al. (2011) source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationYoung people and people of color are using new media to draw attention to issues related to inequality and injustice more than ever before.
“The author observes that young people and people of color (and in America, young people are increasingly people of color) are using new media to draw attention to issues related to inequality and injustice more than ever before.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Wardell (2014)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationreasoningMentioning in the Ferguson network, especially the shift toward more mentioning as the week progresses, appears to correspond with a shift in emergent strategy from amplifying the messages of select counterpublic elites toward (1) requests for help from mainstream elites, and (2) efforts to focus attention on notable members of the counterpublic.
“Rather than ideological opposition, mentioning in the Ferguson network, especially the shift toward more mentioning as the week progresses, appears to correspond with a shift in emergent strategy from amplifying the messages of select counterpublic elites toward (1) requests for help from mainstream elites, and (2) efforts to focus attention on notable members of the counterpublic.”
Quote in the paperSubstantial claimMay combine two claims.
Premiseown dataIn the #myNYPD hijacking, traditional elites were completely absent from top crowdsourced elites, measured in terms of the most frequently retweeted or mentioned accounts, yet the hijacking received local and national coverage in a variety of mainstream outlets.
“Further, traditional elites were completely absent from top crowdsourced elites, measured in terms of the most frequently retweeted or mentioned (but usually retweeted) accounts, yet the hijacking received local and national coverage in a variety of mainstream outlets.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Jackson & Foucault Welles, in press
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationreasoningBroadcast networks signal an intentional spreading of information, with crowdsourced elites serving as opinion leaders and the rest of the network amplifying their messages.
“Broadcast networks signal an intentional spreading of information, with crowdsourced elites serving as opinion leaders and the rest of the network amplifying their messages.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationMedia controversies interrupt traditional media gatekeeping and create unique space for the inclusion of citizen and alternatively created information.
“Graeff and colleagues argue then that media controversies (and it seems nothing is more controversial in American media than racial conflict) interrupt traditional media gatekeeping and create unique space for the inclusion of citizen and alternatively created information.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Graeff et al.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim. May combine two claims.
InterpretationreasoningAnonymous's discourse seethed with indignation about police violence and state suppression and provided network members an illustration of what their individual anger and sense of immediacy channeled into collective outrage and digital civil disobedience might look and sound like.
“This discourse seethed with indignation about police violence and state suppression and provided members of the network an illustration of what their individual anger and sense of immediacy channeled into collective outrage and digital civil disobedience might look and sound like.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationCrowdsourced elites are a hodgepodge of actors who became prominent network influencers because of how their storytelling during the Egyptian revolution resonated with their networks and the resulting reply and retweet networks, elevating regular citizens to the same status as more traditional information sources.
“They identify crowdsourced elites as a hodgepodge of actors who became prominent network influencers because of how their storytelling during the Egyptian revolution resonated with their networks and the resulting reply and retweet networks -elevating regular citizens to the same status as more traditional information sources.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Papacharissi and de Fatima Oliveira (2012) source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationRacialized hashtags come from within, and spread through, particular communities, allowing Twitter users, regardless of their own racial identities, to join in the 'assemblages' of antiracist discourse.
“Sharma's exploration of networked subjects is particularly relevant to networked counterpublics, in that he details the way racialized hashtags come from within, and spread through, particular communities, allowing twitter users, regardless of their own racial identities, to join in the 'assemblages' of antiracist discourse.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Sharma (2013) source
May combine two claims.
InterpretationreasoningThese phenomena reflect the importance of both connectedness and discourse within the network.
“We suggest that these phenomena reflect the importance of both connectedness and is course within the network.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationThese organizations contributed influential frames to mainstream coverage of Martin's story and facilitated traditional activism via digital spaces.
“These organizations contributed influential frames to mainstream coverage of Martin's story and facilitated traditional activism via digital spaces.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Graeff, Stempeck, and Zuckerman (2014) source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationOnline activism, particularly that utilizing Twitter, YouTube, and other social network sites, often starts within small, densely connected networks but spreads because of the amplification of a broader public that includes people of similar identities with similar experiences of marginalization.
“Wardell contends that online activism, particularly that utilizing Twitter, YouTube, and other social network sites, often starts within small, densely connected networks but spreads because of the amplification of a broader public that includes people of similar identities with similar experiences of marginalization.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Wardell (2014)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationIn the SOPA-PIPA debate, a highly committed group of actors engaged early and continued to play a leadership role throughout the controversy, pushing the later entry of larger players.
“For example, in their network analysis of the SOPA-PIPA debate, Benkler et al. (2013) identify 'a highly committed group of actors that engaged early in the debate and continue to play a leadership role throughout the controversy' pushing the later 'entry of larger players' (39).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Benkler et al. (2013)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationcitationUsers seeking to amplify the events in Ferguson were much more likely to find (and retweet) @AyoMissDarkSkin than @stltoday or anyone else, thereby amplifying the discourse of the marginalized public over mainstream framing.
“Consistent with Lin, Margolin, and Lazer's (2015) findings on satisficing political searches, users seeking to amplify the events in Ferguson were much more likely to find (and retweet) @AyoMissDarkSkin than @stltoday or anyone else, thereby amplifying the discourse of the marginalized public over mainstream framing.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lin, Margolin, and Lazer's (2015)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationreasoningThe technological architecture of Twitter becomes an important tool for subverting traditional citizen-state power structures, enabling counterpublics to drive national conversations.
“To that end, the technological architecture of Twitter becomes an important tool for subverting traditional citizen-state power structures, enabling counterpublics to drive national conversations.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThis research specifically illustrates that it is possible not only for those with a set of niche expertise or activist experience and connections to significantly infiltrate public debates but also for individual members of highly marginalized counter publics to do so.
“However, this research specifically illustrates that it is possible not only for those with a set of niche expertise or activist experience and connections to significantly infiltrate public debates but also for individual members of highly marginalized counter publics to do so.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe selection of which tweets from mainstream outlets and which mainstream journalists were spread (retweeted) and engaged with (mentioned) reflects an intentional focus by the network on highlighting evidence of state abuse, a focus that aligns with the counterpublic narratives initiated and maintained by everyday citizens.
“Rather, the selection of which tweets from mainstream outlets and which mainstream journalists were spread (retweeted) and engaged with (mentioned), reflects an intentional focus by the network on highlighting evidence of state abuse -a focus that aligns with the counterpublic narratives initiated and maintained by everyday citizens.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningIn this case, African-Americans, women, and young people, including several members of Michael Brown's working-class, African-American community, were particularly influential and succeeded in defining the terms of debate despite their historical exclusion from the American public sphere.
“In this case, African-Americans, women, and young people, including several members of Michael Brown's working-class, African-American community, were particularly influential and succeeded in defining the terms of debate despite their historical exclusion from the American public sphere.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
May combine two claims.
InterpretationreasoningWhile traditional elites, including mainstream news sources and high-level politicians, eventually achieve elite status in the Ferguson network, it is only through close examination of when and how they become crowdsourced elites that we can see their presence is a function of counterpublic strategy, and not reflective of a shift in power.
“While traditional elites, including mainstream news sources and high-level politicians eventually achieve elite status in the Ferguson network, it is only through close examination of when and how they become crowdsourced elites that we can see their presence is a function of counterpublic strategy, and not reflective of a shift in power.”
Quote in the paperSubstantial claim- Rests on an assumption: Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningInvestigating solely the Ferguson network topology or the discursive content of the tweets misses the critical intersection of structure and meaning; the networked counterpublic comes to life only through a close reading of the tweets spread through the particular network structure.
“Investigating solely the Ferguson network topology or the discursive content of the tweets misses the critical intersection of structure and meaning; the networked counterpublic comes to life only through a close reading of the tweets spread through the particular network structure.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningBoth @Nettaaaaaaaa and @AyoMissDarkSkin are young, black women whose voices played an important role in moving conversations about Brown's death into broader spaces.
“Both these users are young, black women whose voices played an important role in moving conversations about Brown's death into broader spaces.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThis highlights democratic potentials within the networked public sphere, particularly vis-à-vis the discursive labor of members of American counterpublics willing to contribute collective knowledge and critiques to the process of making sense of community crisis.
“This highlights democratic potentials within the networked public sphere, particularly vis-à-vis the discursive labor of members of American counterpublics willing to contribute collective knowledge and critiques to the process of making sense of community crisis.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Michael Brown was shot and killed by Officer Darren Wilson in Ferguson, Missouri on 9 August 2014.
“On the afternoon of 9 August 2014, 18-year-old Michael 'Mike' Brown was shot and killed by Officer Darren Wilson in the small American city of Ferguson, Missouri.”
The paper relies on this without support.
Brown's body lay in the street for four and a half hours.
“Brown's body lay in the street for four and a half hours, and during that time, his neighbors and friends took to social media to express fear, confusion, and outrage.”
The paper relies on this without support.
Police killings of unarmed African-Americans in the USA are all-too-common and constitute a social crisis.
“Here, we suggest that the all-too-common police killings of unarmed African-Americans in the USA is one such social crisis.”
The paper relies on this without support.
There has never been a time when all citizens trusted and relied on mainstream channels of information in constructing social and political thought.
“Narratives idealizing an engaged citizenry of the past ignore that there has never been a time when all citizens trusted and relied on mainstream channels of information in constructing social and political thought.”
The paper relies on this without support.
Counterpublics illustrate the lack of faith many Americans have always had in the traditional, elite institutions of the public sphere.
“Instead, counterpublics illustrate the lack of faith many Americans have always had in the traditional, elite institutions of the public sphere.”
The paper relies on this without support.
Crowdsourced elite status (being retweeted or mentioned) is a valid indicator of influence in the Ferguson network.
“Anonymous became influential in the network with sometimes two and sometimes three different Anonymous affiliated accounts achieving crowdsourced elite status every remaining day of the week as users retweeted their messages.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
The cited date of the initiating tweet differs from the figure
MinorThe figure dates @AyoMissDarkSkin's tweet to 9 August, while its reference entry dates the same tweet to 10 August.
“(12:48PM -9 Aug 2014)”
“Brewster, C. [@AyoMissDarkSkin]. (2014, August 10). Ferguson police just executed an unarmed 17 yr old boy that was walking to the store. Shot him 10 times smh.”
A media outlet is both present and absent on 10 August
MinorThe paper says no media outlets were crowdsourced elites on 10 August, but elsewhere says the media outlet Global Grind was an influential source that day.
“The following day, no media outlets appeared at crowdsourced elites”
“Only the account of Global Grind (@GlobalGrind), the Hip Hop-centric entertainment and news website for which Michael Skolnik is political director, appeared as an influential alternative media source, and then only for one day, 10 August.”
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“Consistent with Lin, Margolin, and Lazer’s (2015) findings on satisficing political searches, users seeking to amplify the events in Ferguson were much more likely to find (and retweet) @AyoMissDarkSkin than @stltoday or anyone else, thereby amplifying the discourse of the marginalized public over mainstream framing.”
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Self-citationBeyond Feminist Aesthetics: Feminist Literature and Social Change
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Tweets, Tweeps, and Signifyin’: Communication and Cultural Performance on “Black Twitter”
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Framing the Egyptian Uprising in Arabic Language Newspapers and Social Media
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Social Mobilization and the Networked Public Sphere: Mapping the SOPA-PIPA Debate
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The Structure of Online Activism
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The battle for ‘Trayvon Martin’: Mapping a media controversy online and off-line
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Black Celebrity, Racial Politics, and the Press
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Self-citationOn minorities and outliers: The case for making Big Data small
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Self-citationQueer Blogging in Indian Digital Diasporas
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Black Celebrity, Racial Politics, and the Press: Framing Dissent
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Self-citationInternet Monitor 2013: Reflections on the Digital World
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Research works printed but not linked: 2
- Bailey M., 2010, Ms. Magazine, 20, 41
- Black Public Sphere Collective, 1995, The black public sphere
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Self-citationBlack Bloggers and Their Varied Publics: The Everyday Politics of Black Discourse Online
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Self-citationTweeting for social justice in #Ferguson: Affective discourse in Twitter hashtags
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Hashtag activism and the configuration of counterpublics: Dutch animal welfare debates on Twitter
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Visibility and the Public Sphere: A Normative Conceptualisation
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#BlackLivesMatter: Innovative Black Resistance
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Self-citationMobile Journalism as Lifestyle Journalism?
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“Mental Health” as Defined by Twitter: Frames, Emotions, Stigma
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Targeting dominant publics: How counterpublic commenters align their efforts with mainstream news
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A Genealogy of Critical Race and Digital Studies: Past, Present, and Future
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Black Lives Matter in Wikipedia: Collective Memory and Collaboration around Online Social Movements
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Hashtag activism and connective action: A case study of #HongKongPoliceBrutality
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Sustained online amplification of COVID-19 elites in the United States
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Self-citationTactical interventions in online hate speech: The case of #stopIslam
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Skin deep: Callout strategies, influencers, and racism in the online beauty community
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Twitter and Non-Elites: Interpreting Power Dynamics in the Life Story of the (#)BRCA Twitter Stream
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Tweeting #Ferguson: Mediatized fields and the new activist journalist
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Fostering Civil Discourse Online
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Hashtag narrative: Emergent storytelling and affective publics in the digital age
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Obscuring Oppression: Racism, Cissexism, and the Persistence of Social Inequality
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#IfTheyGunnedMeDown: The Double Consciousness of Black Youth in Response to Oppressive Media
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Moral Monday Is More Than a Hashtag: The Strong Ties of Social Movement Emergence in the Digital Era
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Margins as Methods, Margins as Ethics: A Feminist Framework for Studying Online Alterity
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#AmplifyWomen: the emergence of an evangelical feminist public on social media
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Contesting #StopIslam: The Dynamics of a Counter-narrative Against Right-wing Populism
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Your Privilege Is Trending: Confronting Whiteness on Social Media
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Mobilizing personal narratives: The rise of digital “story banking” in U.S. grassroots advocacy
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Mapping Connective Actions in the Global Alt-Right and Antifa Counterpublics
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Bigger than sports: Identity politics, Colin Kaepernick, and concession making in #BoycottNike
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Interpreting Unrest: How Violence changes Public Opinions about Social Movements
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Leave or Remain? Deciphering Brexit Deliberations on Twitter
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Self-citationFraming Social Movements on Social Media
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Digital nativism: Twitter, migration discourse and the 2019 election
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The Aesthetics of Global Protest
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Situating Representation As a Form of Erasure: #OscarsSoWhite, Black Twitter, and Latinx Twitter
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Are You Charlie or Ahmed? Cultural Pluralism in Charlie Hebdo Response on Twitter
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Colorblind Feminisms: Ansari-Grace and the Limits of #MeToo Counterpublics
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The Battle for #Baltimore: Networked Counterpublics and the Contested Framing of Urban Unrest
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Self-citation
- Authors
- Jackson, S. J., & Foucault Welles, B.
- Affiliations
- Northeastern University (US)
- Corresponding author
- Jackson, Sarah J.
- ORCID
- Jackson, Sarah J.
- Venue
- Information, Communication & Society
- Publisher
- Informa UK Limited
- Published
- 2015-12-29
- Volume
- 19
- Issue
- 3
- Pages
- 397-418
- ISSN
- 1369-118X (ISSN-L)
- 1468-4462
- OpenAlex
- W2208856312
- Cited by
- 276
- References
- 32
- Citations by year
- 2026: 14 · 2025: 17 · 2024: 21 · 2023: 26 · 2022: 40 · 2021: 37 · 2020: 51 · 2019: 23 · 2018: 18 · 2017: 20 · 2016: 8
- FWCI
- 49.31
- Type
- journal article
- Language
- en
- Open access
- green
- repository.upenn.edu
- Locations
- Information Communication & Society (publishedVersion)
- Scholarly Commons (University of Pennsylvania) (submittedVersion)
- ScholarlyCommons (University of Pennsylvania) (submittedVersion)
- Funders
- U.S. Department of Justice
- Topics
- Social Sciences › Communication › Social Media and Politics
- Social Sciences › Communication › Media Studies and Communication
- Social Sciences › Communication › Public Relations and Crisis Communication
- Keywords
- Michael Brown shooting, Darren Wilson, counterpublics, networked publics, Twitter, online dissent, hashtag activism, discursive strategies, race and policing, Ferguson protests, longitudinal network analysis
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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