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Cassa)] TJ ET 0.271 0.267 0.267 rg BT 128.089 646.826 Td /F1 8.7 Tf [(1)] TJ ET BT 133.601 641.782 Td /F1 9.8 Tf [(, )] TJ ET 0.267 0.267 0.267 rg BT 139.802 641.782 Td /F1 9.8 Tf [(Rumi Chunara)] TJ ET 0.271 0.267 0.267 rg BT 209.378 641.782 Td /F1 9.8 Tf [(, )] TJ ET 0.267 0.267 0.267 rg BT 215.579 641.782 Td /F1 9.8 Tf [(Kenneth Mandl)] TJ ET 0.271 0.267 0.267 rg BT 288.909 641.782 Td /F1 9.8 Tf [(, )] TJ ET 0.267 0.267 0.267 rg BT 295.110 641.782 Td /F1 9.8 Tf [(John S Brownstein)] TJ ET 0.271 0.267 0.267 rg BT 383.318 646.826 Td /F1 8.7 Tf [(2)] TJ ET BT 26.250 627.289 Td /F4 9.0 Tf [(1)] TJ ET BT 32.514 627.289 Td /F1 9.0 Tf [( Brigham and Women's Hospital, )] TJ ET BT 183.012 627.289 Td /F4 9.0 Tf [(2)] TJ ET BT 189.276 627.289 Td /F1 9.0 Tf [( Assistant Professor of Pediatrics, Harvard Medical School and Harvard-MIT Division of )] TJ ET BT 26.250 613.033 Td /F1 9.0 Tf [(Health Sciences and Technology, Harvard, USA)] TJ ET BT 26.250 590.326 Td /F1 9.8 Tf [(Cassa CA, Chunara R, Mandl K, Brownstein JS. Twitter as a Sentinel in Emergency Situations: Lessons from the )] TJ ET BT 26.250 574.882 Td /F1 9.8 Tf [(Boston Marathon Explosions. PLOS Currents Disasters. 2013 Jul 2. Edition 1. doi: )] TJ ET BT 26.250 559.438 Td /F1 9.8 Tf [(10.1371/currents.dis.ad70cd1c8bc585e9470046cde334ee4b.)] TJ ET q 15.000 31.169 577.500 525.180 re W n 0.271 0.267 0.267 rg BT 26.250 526.143 Td /F4 12.0 Tf [(Abstract)] TJ ET BT 26.250 502.486 Td /F1 9.8 Tf [(Immediately following the Boston Marathon attacks, individuals near the scene posted a deluge of data to social )] TJ ET BT 26.250 487.042 Td /F1 9.8 Tf [(media sites. Previous work has shown that these data can be leveraged to provide rapid insight during natural )] TJ ET BT 26.250 471.598 Td /F1 9.8 Tf [(disasters, disease outbreaks and ongoing conflicts that can assist in the public health and medical response. )] TJ ET BT 26.250 456.154 Td /F1 9.8 Tf [(Here, we examine and discuss the social media messages posted immediately after and around the Boston )] TJ ET BT 26.250 440.710 Td /F1 9.8 Tf [(Marathon bombings, and find that specific keywords appear frequently prior to official public safety and news )] TJ ET BT 26.250 425.266 Td /F1 9.8 Tf [(media reports. Individuals immediately adjacent to the explosions posted messages within minutes via Twitter )] TJ ET BT 26.250 409.822 Td /F1 9.8 Tf [(which identify the location and specifics of events, demonstrating a role for social media in the early recognition )] TJ ET BT 26.250 394.378 Td /F1 9.8 Tf [(and characterization of emergency events.)] TJ ET BT 26.250 371.434 Td /F1 9.8 Tf [(*Christopher Cassa and Rumi Chunara contributed equally to this work.)] TJ ET BT 26.250 330.639 Td /F4 12.0 Tf [(Funding Statement)] TJ ET BT 26.250 306.982 Td /F1 9.8 Tf [(This research was supported by NHGRI grant HG007229 and MA DPH Contract INTF6208U05202313113 \(Dr. )] TJ ET BT 26.250 291.538 Td /F1 9.8 Tf [(Cassa\) and by NLM grant LM009776 \(Dr. Chunara and Dr. Brownstein\).)] TJ ET BT 26.250 258.243 Td /F4 12.0 Tf [(Introduction)] TJ ET BT 26.250 234.586 Td /F1 9.8 Tf [(On April 15 at 2:49pm EDT, two bombs improvised from pressure cookers exploded on the sidewalk near the )] TJ ET BT 26.250 219.142 Td /F1 9.8 Tf [(finish line of 117)] TJ ET BT 107.448 224.186 Td /F1 8.7 Tf [(th)] TJ ET BT 116.340 219.142 Td /F1 9.8 Tf [( Boston Marathon. 264 patients were transported to 19 emergency departments throughout )] TJ ET BT 26.250 203.698 Td /F1 9.8 Tf [(Boston)] TJ ET 0.267 0.267 0.267 rg BT 59.956 205.653 Td /F4 8.7 Tf [(1)] TJ ET 0.271 0.267 0.267 rg BT 65.988 203.698 Td /F1 9.8 Tf [(.)] TJ ET BT 26.250 180.754 Td /F1 9.8 Tf [(Public health authorities provided alerts to regional emergency departments approximately nine minutes after )] TJ ET BT 26.250 165.310 Td /F1 9.8 Tf [(the explosions, just as ambulances left the scene)] TJ ET 0.267 0.267 0.267 rg BT 267.289 167.265 Td /F4 8.7 Tf [(2)] TJ ET 0.271 0.267 0.267 rg BT 273.322 165.310 Td /F1 9.8 Tf [( via the Massachusetts Emergency Preparedness Bureau \(MA )] TJ ET BT 26.250 149.866 Td /F1 9.8 Tf [(EPB\) Health and Homeland Alert Network \(HHAN\). The Massachusetts Central Medical Emergency Direction )] TJ ET BT 26.250 134.422 Td /F1 9.8 Tf [(\(CMED\) Center also began communicating to individual hospitals by radio in the minutes prior. We sought to )] TJ ET BT 26.250 118.978 Td /F1 9.8 Tf [(measure the timing of social media reports in relation to those issued through these official emergency )] TJ ET BT 26.250 103.534 Td /F1 9.8 Tf [(response channels.)] TJ ET BT 26.250 80.590 Td /F1 9.8 Tf [(Social media and other mobile platforms enable individuals to post messages along with specific geographic )] TJ ET BT 26.250 65.146 Td /F1 9.8 Tf [(information. These messages can help track infectious disease outbreaks,)] TJ ET 0.267 0.267 0.267 rg BT 388.570 67.101 Td /F4 8.7 Tf [(3)] TJ ET 0.271 0.267 0.267 rg BT 394.602 65.146 Td /F1 9.8 Tf [( aid in natural disaster response)] TJ ET 0.267 0.267 0.267 rg BT 552.094 67.101 Td /F4 8.7 Tf [(4)] TJ ET 0.271 0.267 0.267 rg BT 26.250 49.702 Td /F1 9.8 Tf [(and provide insight into conflicts)] TJ ET 0.267 0.267 0.267 rg BT 186.023 51.657 Td /F4 8.7 Tf [(5)] TJ ET 0.271 0.267 0.267 rg BT 192.055 49.702 Td /F1 9.8 Tf [(, where data collected through official reporting structures can take weeks to )] TJ ET Q q 15.000 669.119 577.500 68.881 re W n 0.267 0.267 0.267 rg BT 15.000 711.948 Td /F2 21.0 Tf [(Twitter as a Sentinel in Emergency Situations: )] TJ ET BT 15.000 679.382 Td /F2 21.0 Tf [(Lessons from the Boston Marathon Explosions)] TJ ET Q 0.271 0.267 0.267 rg BT 15.000 657.134 Td /F3 9.8 Tf [(July 2, 2013)] TJ ET BT 80.325 657.134 Td /F3 9.8 Tf [()] TJ ET 0.267 0.267 0.267 rg BT 86.526 657.134 Td /F3 9.8 Tf [(Perspective)] TJ ET BT 26.250 641.782 Td /F1 9.8 Tf [(Christopher A. Cassa)] TJ ET 0.271 0.267 0.267 rg BT 128.089 646.826 Td /F1 8.7 Tf [(1)] TJ ET BT 133.601 641.782 Td /F1 9.8 Tf [(, )] TJ ET 0.267 0.267 0.267 rg BT 139.802 641.782 Td /F1 9.8 Tf [(Rumi Chunara)] TJ ET 0.271 0.267 0.267 rg BT 209.378 641.782 Td /F1 9.8 Tf [(, )] TJ ET 0.267 0.267 0.267 rg BT 215.579 641.782 Td /F1 9.8 Tf [(Kenneth Mandl)] TJ ET 0.271 0.267 0.267 rg BT 288.909 641.782 Td /F1 9.8 Tf [(, )] TJ ET 0.267 0.267 0.267 rg BT 295.110 641.782 Td /F1 9.8 Tf [(John S Brownstein)] TJ ET 0.271 0.267 0.267 rg BT 383.318 646.826 Td /F1 8.7 Tf [(2)] TJ ET BT 26.250 627.289 Td /F4 9.0 Tf [(1)] TJ ET BT 32.514 627.289 Td /F1 9.0 Tf [( Brigham and Women's Hospital, )] TJ ET BT 183.012 627.289 Td /F4 9.0 Tf [(2)] TJ ET BT 189.276 627.289 Td /F1 9.0 Tf [( Assistant Professor of Pediatrics, Harvard Medical School and Harvard-MIT Division of )] TJ ET BT 26.250 613.033 Td /F1 9.0 Tf [(Health Sciences and Technology, Harvard, USA)] TJ ET BT 26.250 590.326 Td /F1 9.8 Tf [(Cassa CA, Chunara R, Mandl K, Brownstein JS. Twitter as a Sentinel in Emergency Situations: Lessons from the )] TJ ET BT 26.250 574.882 Td /F1 9.8 Tf [(Boston Marathon Explosions. PLOS Currents Disasters. 2013 Jul 2. Edition 1. doi: )] TJ ET BT 26.250 559.438 Td /F1 9.8 Tf [(10.1371/currents.dis.ad70cd1c8bc585e9470046cde334ee4b.)] TJ ET q 15.000 31.169 577.500 525.180 re W n 0.271 0.267 0.267 rg BT 26.250 526.143 Td /F4 12.0 Tf [(Abstract)] TJ ET BT 26.250 502.486 Td /F1 9.8 Tf [(Immediately following the Boston Marathon attacks, individuals near the scene posted a deluge of data to social )] TJ ET BT 26.250 487.042 Td /F1 9.8 Tf [(media sites. Previous work has shown that these data can be leveraged to provide rapid insight during natural )] TJ ET BT 26.250 471.598 Td /F1 9.8 Tf [(disasters, disease outbreaks and ongoing conflicts that can assist in the public health and medical response. )] TJ ET BT 26.250 456.154 Td /F1 9.8 Tf [(Here, we examine and discuss the social media messages posted immediately after and around the Boston )] TJ ET BT 26.250 440.710 Td /F1 9.8 Tf [(Marathon bombings, and find that specific keywords appear frequently prior to official public safety and news )] TJ ET BT 26.250 425.266 Td /F1 9.8 Tf [(media reports. Individuals immediately adjacent to the explosions posted messages within minutes via Twitter )] TJ ET BT 26.250 409.822 Td /F1 9.8 Tf [(which identify the location and specifics of events, demonstrating a role for social media in the early recognition )] TJ ET BT 26.250 394.378 Td /F1 9.8 Tf [(and characterization of emergency events.)] TJ ET BT 26.250 371.434 Td /F1 9.8 Tf [(*Christopher Cassa and Rumi Chunara contributed equally to this work.)] TJ ET BT 26.250 330.639 Td /F4 12.0 Tf [(Funding Statement)] TJ ET BT 26.250 306.982 Td /F1 9.8 Tf [(This research was supported by NHGRI grant HG007229 and MA DPH Contract INTF6208U05202313113 \(Dr. )] TJ ET BT 26.250 291.538 Td /F1 9.8 Tf [(Cassa\) and by NLM grant LM009776 \(Dr. Chunara and Dr. Brownstein\).)] TJ ET BT 26.250 258.243 Td /F4 12.0 Tf [(Introduction)] TJ ET BT 26.250 234.586 Td /F1 9.8 Tf [(On April 15 at 2:49pm EDT, two bombs improvised from pressure cookers exploded on the sidewalk near the )] TJ ET BT 26.250 219.142 Td /F1 9.8 Tf [(finish line of 117)] TJ ET BT 107.448 224.186 Td /F1 8.7 Tf [(th)] TJ ET BT 116.340 219.142 Td /F1 9.8 Tf [( Boston Marathon. 264 patients were transported to 19 emergency departments throughout )] TJ ET BT 26.250 203.698 Td /F1 9.8 Tf [(Boston)] TJ ET 0.267 0.267 0.267 rg BT 59.956 205.653 Td /F4 8.7 Tf [(1)] TJ ET 0.271 0.267 0.267 rg BT 65.988 203.698 Td /F1 9.8 Tf [(.)] TJ ET BT 26.250 180.754 Td /F1 9.8 Tf [(Public health authorities provided alerts to regional emergency departments approximately nine minutes after )] TJ ET BT 26.250 165.310 Td /F1 9.8 Tf [(the explosions, just as ambulances left the scene)] TJ ET 0.267 0.267 0.267 rg BT 267.289 167.265 Td /F4 8.7 Tf [(2)] TJ ET 0.271 0.267 0.267 rg BT 273.322 165.310 Td /F1 9.8 Tf [( via the Massachusetts Emergency Preparedness Bureau \(MA )] TJ ET BT 26.250 149.866 Td /F1 9.8 Tf [(EPB\) Health and Homeland Alert Network \(HHAN\). The Massachusetts Central Medical Emergency Direction )] TJ ET BT 26.250 134.422 Td /F1 9.8 Tf [(\(CMED\) Center also began communicating to individual hospitals by radio in the minutes prior. We sought to )] TJ ET BT 26.250 118.978 Td /F1 9.8 Tf [(measure the timing of social media reports in relation to those issued through these official emergency )] TJ ET BT 26.250 103.534 Td /F1 9.8 Tf [(response channels.)] TJ ET BT 26.250 80.590 Td /F1 9.8 Tf [(Social media and other mobile platforms enable individuals to post messages along with specific geographic )] TJ ET BT 26.250 65.146 Td /F1 9.8 Tf [(information. These messages can help track infectious disease outbreaks,)] TJ ET 0.267 0.267 0.267 rg BT 388.570 67.101 Td /F4 8.7 Tf [(3)] TJ ET 0.271 0.267 0.267 rg BT 394.602 65.146 Td /F1 9.8 Tf [( aid in natural disaster response)] TJ ET 0.267 0.267 0.267 rg BT 552.094 67.101 Td /F4 8.7 Tf [(4)] TJ ET 0.271 0.267 0.267 rg BT 26.250 49.702 Td /F1 9.8 Tf [(and provide insight into conflicts)] TJ ET 0.267 0.267 0.267 rg BT 186.023 51.657 Td /F4 8.7 Tf [(5)] TJ ET 0.271 0.267 0.267 rg BT 192.055 49.702 Td /F1 9.8 Tf [(, where data collected through official reporting structures can take weeks to )] TJ ET Q q 15.000 669.119 577.500 68.881 re W n 0.267 0.267 0.267 rg BT 15.000 711.948 Td /F2 21.0 Tf [(Twitter as a Sentinel in Emergency Situations: )] TJ ET BT 15.000 679.382 Td /F2 21.0 Tf [(Lessons from the Boston Marathon Explosions)] TJ ET Q 0.271 0.267 0.267 rg BT 15.000 657.134 Td /F3 9.8 Tf [(July 2, 2013)] TJ ET BT 80.325 657.134 Td /F3 9.8 Tf [()] TJ ET 0.267 0.267 0.267 rg BT 86.526 657.134 Td /F3 9.8 Tf [(Perspective)] TJ ET BT 26.250 641.782 Td /F1 9.8 Tf [(Christopher A. Cassa)] TJ ET 0.271 0.267 0.267 rg BT 128.089 646.826 Td /F1 8.7 Tf [(1)] TJ ET BT 133.601 641.782 Td /F1 9.8 Tf [(, )] TJ ET 0.267 0.267 0.267 rg BT 139.802 641.782 Td /F1 9.8 Tf [(Rumi Chunara)] TJ ET 0.271 0.267 0.267 rg BT 209.378 641.782 Td /F1 9.8 Tf [(, )] TJ ET 0.267 0.267 0.267 rg BT 215.579 641.782 Td /F1 9.8 Tf [(Kenneth Mandl)] TJ ET 0.271 0.267 0.267 rg BT 288.909 641.782 Td /F1 9.8 Tf [(, )] TJ ET 0.267 0.267 0.267 rg BT 295.110 641.782 Td /F1 9.8 Tf [(John S Brownstein)] TJ ET 0.271 0.267 0.267 rg BT 383.318 646.826 Td /F1 8.7 Tf [(2)] TJ ET BT 26.250 627.289 Td /F4 9.0 Tf [(1)] TJ ET BT 32.514 627.289 Td /F1 9.0 Tf [( Brigham and Women's Hospital, )] TJ ET BT 183.012 627.289 Td /F4 9.0 Tf [(2)] TJ ET BT 189.276 627.289 Td /F1 9.0 Tf [( Assistant Professor of Pediatrics, Harvard Medical School and Harvard-MIT Division of )] TJ ET BT 26.250 613.033 Td /F1 9.0 Tf [(Health Sciences and Technology, Harvard, USA)] TJ ET BT 26.250 590.326 Td /F1 9.8 Tf [(Cassa CA, Chunara R, Mandl K, Brownstein JS. Twitter as a Sentinel in Emergency Situations: Lessons from the )] TJ ET BT 26.250 574.882 Td /F1 9.8 Tf [(Boston Marathon Explosions. PLOS Currents Disasters. 2013 Jul 2. Edition 1. doi: )] TJ ET BT 26.250 559.438 Td /F1 9.8 Tf [(10.1371/currents.dis.ad70cd1c8bc585e9470046cde334ee4b.)] TJ ET q 15.000 31.169 577.500 525.180 re W n 0.271 0.267 0.267 rg BT 26.250 526.143 Td /F4 12.0 Tf [(Abstract)] TJ ET BT 26.250 502.486 Td /F1 9.8 Tf [(Immediately following the Boston Marathon attacks, individuals near the scene posted a deluge of data to social )] TJ ET BT 26.250 487.042 Td /F1 9.8 Tf [(media sites. Previous work has shown that these data can be leveraged to provide rapid insight during natural )] TJ ET BT 26.250 471.598 Td /F1 9.8 Tf [(disasters, disease outbreaks and ongoing conflicts that can assist in the public health and medical response. )] TJ ET BT 26.250 456.154 Td /F1 9.8 Tf [(Here, we examine and discuss the social media messages posted immediately after and around the Boston )] TJ ET BT 26.250 440.710 Td /F1 9.8 Tf [(Marathon bombings, and find that specific keywords appear frequently prior to official public safety and news )] TJ ET BT 26.250 425.266 Td /F1 9.8 Tf [(media reports. Individuals immediately adjacent to the explosions posted messages within minutes via Twitter )] TJ ET BT 26.250 409.822 Td /F1 9.8 Tf [(which identify the location and specifics of events, demonstrating a role for social media in the early recognition )] TJ ET BT 26.250 394.378 Td /F1 9.8 Tf [(and characterization of emergency events.)] TJ ET BT 26.250 371.434 Td /F1 9.8 Tf [(*Christopher Cassa and Rumi Chunara contributed equally to this work.)] TJ ET BT 26.250 330.639 Td /F4 12.0 Tf [(Funding Statement)] TJ ET BT 26.250 306.982 Td /F1 9.8 Tf [(This research was supported by NHGRI grant HG007229 and MA DPH Contract INTF6208U05202313113 \(Dr. )] TJ ET BT 26.250 291.538 Td /F1 9.8 Tf [(Cassa\) and by NLM grant LM009776 \(Dr. Chunara and Dr. Brownstein\).)] TJ ET BT 26.250 258.243 Td /F4 12.0 Tf [(Introduction)] TJ ET BT 26.250 234.586 Td /F1 9.8 Tf [(On April 15 at 2:49pm EDT, two bombs improvised from pressure cookers exploded on the sidewalk near the )] TJ ET BT 26.250 219.142 Td /F1 9.8 Tf [(finish line of 117)] TJ ET BT 107.448 224.186 Td /F1 8.7 Tf [(th)] TJ ET BT 116.340 219.142 Td /F1 9.8 Tf [( Boston Marathon. 264 patients were transported to 19 emergency departments throughout )] TJ ET BT 26.250 203.698 Td /F1 9.8 Tf [(Boston)] TJ ET 0.267 0.267 0.267 rg BT 59.956 205.653 Td /F4 8.7 Tf [(1)] TJ ET 0.271 0.267 0.267 rg BT 65.988 203.698 Td /F1 9.8 Tf [(.)] TJ ET BT 26.250 180.754 Td /F1 9.8 Tf [(Public health authorities provided alerts to regional emergency departments approximately nine minutes after )] TJ ET BT 26.250 165.310 Td /F1 9.8 Tf [(the explosions, just as ambulances left the scene)] TJ ET 0.267 0.267 0.267 rg BT 267.289 167.265 Td /F4 8.7 Tf [(2)] TJ ET 0.271 0.267 0.267 rg BT 273.322 165.310 Td /F1 9.8 Tf [( via the Massachusetts Emergency Preparedness Bureau \(MA )] TJ ET BT 26.250 149.866 Td /F1 9.8 Tf [(EPB\) Health and Homeland Alert Network \(HHAN\). The Massachusetts Central Medical Emergency Direction )] TJ ET BT 26.250 134.422 Td /F1 9.8 Tf [(\(CMED\) Center also began communicating to individual hospitals by radio in the minutes prior. We sought to )] TJ ET BT 26.250 118.978 Td /F1 9.8 Tf [(measure the timing of social media reports in relation to those issued through these official emergency )] TJ ET BT 26.250 103.534 Td /F1 9.8 Tf [(response channels.)] TJ ET BT 26.250 80.590 Td /F1 9.8 Tf [(Social media and other mobile platforms enable individuals to post messages along with specific geographic )] TJ ET BT 26.250 65.146 Td /F1 9.8 Tf [(information. 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utuuuvvlvvww`wwxLxxy@yzz{{H{|,|}8~~x8t,D\8H \xx,@\x,@\x,Hl 8l@l Lx<`<h0l@l Lx<`<h0l Lx(\,P|<p @|(l@l Lx<`<h0l Lx(\,P|<p @|(l Lx(\,P|<p @|(lH|L,h @|(l\ lL\$4p<p d$lTàĤ8`tȀ@PɌ $<T$@̐TtTdPѴҀҼ(lӴL@l8|@ؔ`ڴ۔d4݀XޠDlߔ߼@lH 8` ,p$`X \D,d@h\  LPpxp<8d,8H$8|\( dt 0 @      4     0 @ X p     0H`x 8Ph(@Xp0H`x 8Ph(@P`p\ $<lT0tX XHX Hp(Lp  @ T  ! !<!!"\""###$,%%&@&'0'x'(P()D)))*(*P**+4+,p--p-.T./x/0<001h111242D2l233,3X3334D4p44445505D5X5l55555666,6@6T6x666669>?|@<@ABC(CDtE<ETEEFFpFFGGTGGHHHH`HxHHHHHII I8IPIhIIIIIIJJ(J@JXJpJJJJJKKK0KHKKKKKLLL0LHL`LxLLLLLMM M8MPMhMMMMMMNN(N@NXNpNNNNNOOO0OHO`OxOOOOOPP P8PPPhPPPPPPQQ(Q8QQRRR4RLRdR|RRRRRS S$S4SSSST TTTTTUU(U@UXUpUUUVVV0V0V0V0V0V0V0V0V0V0V0V0V0V0V0V0V0VXVVWW$W<WPWWWWWWXXX0XHX\XtXXXXXXYY,YDY\YtYYYYZZZ0ZHZ`ZxZZZZZ[[ [8[P[h[[[\<\](]@]X]p]]]^^,^<^^^^_`4``aaa4aDb bcPchccccdDde4eLede|eef,fgg,gDg\gtggggghhh4hDii|jjjjkkkl llllmm mnTnnoop<pTplppppppqq,qqqqqqqrtrrrsss8s`ssstt0tXttttu$uLutuuuvv@vhvvvww8w`wwwxx,xTxxxxy yHytyyyzz@zhzzz{ {4{`{{{||(|T|||||} }H}p}}}~~@~h~~~4\(tpxDtl@X4H(d<DD|dT(8HXhx(8HXhx(8HXhx(dD@|X$4DTdtd Xx4(HDxt0$@8̴hҜԜT`hx40lH<0hd   P D`T!$t%')+.P1 457:<?\BLE|EFlGGHIIIJJK8KdK|KKLL$L\LLLMNTNOOOOP P\P|PPPPQQQ4QLQdQ|QQQQQRR<R\RSLSSSST T(TDT`T|TTTTUU$U@U\UxUUUUVV8VPVVVVWW$WDW\WWWWXX4XXXXY8YTYlYYYYYYZZLZZ[T[\\]\]]^$^P^^_D__`$`a|b b|bc,cdhee`ef f|fg<gh@hiPijtjkDklLlmnnlno\op|pq,qqrxrstHtuTuv$vw`wxHxxydyzPz{\{|0||}0}}~T~4$8\4X<(@Xx 8Pp(@Xp8Xx 8Pl 8Ph(@Xp0H`x8PhT+h >2   : `   (Z4;b ;; 0    " F m " : %: h: ; ;Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain DejaVu SansDejaVu SansBookBookDejaVu SansDejaVu SansDejaVu SansDejaVu SansVersion 2.32Version 2.32DejaVuSansDejaVuSansDejaVu fonts teamDejaVu fonts teamhttp://dejavu.sourceforge.nethttps://dejavu.sourceforge.netFonts are (c) Bitstream (see below). DejaVu changes are in public domain. Glyphs imported from Arev fonts are (c) Tavmjung Bah (see below) Bitstream Vera Fonts Copyright ------------------------------ Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Bitstream" or the word "Vera". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Bitstream Vera" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the names of Gnome, the Gnome Foundation, and Bitstream Inc., shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from the Gnome Foundation or Bitstream Inc., respectively. For further information, contact: fonts at gnome dot org. Arev Fonts Copyright ------------------------------ Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the modifications to the Bitstream Vera Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Tavmjong Bah" or the word "Arev". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Tavmjong Bah Arev" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL TAVMJONG BAH BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the name of Tavmjong Bah shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from Tavmjong Bah. For further information, contact: tavmjong @ free . fr.Fonts are (c) Bitstream (see below). DejaVu changes are in public domain. Glyphs imported from Arev fonts are (c) Tavmjung Bah (see below) Bitstream Vera Fonts Copyright ------------------------------ Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Bitstream" or the word "Vera". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Bitstream Vera" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the names of Gnome, the Gnome Foundation, and Bitstream Inc., shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from the Gnome Foundation or Bitstream Inc., respectively. For further information, contact: fonts at gnome dot org. Arev Fonts Copyright ------------------------------ Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the modifications to the Bitstream Vera Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Tavmjong Bah" or the word "Arev". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Tavmjong Bah Arev" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL TAVMJONG BAH BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the name of Tavmjong Bah shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from Tavmjong Bah. For further information, contact: tavmjong @ free . fr.http://dejavu.sourceforge.net/wiki/index.php/Licensehttps://dejavu.sourceforge.net/wiki/index.php/LicenseDejaVu SansDejaVu SansBookBook~Z  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghjikmlnoqprsutvwxzy{}|~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~                           ! 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All Rights Reserved. DejaVu changes are in public domain Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. DejaVu changes are in public domain DejaVu SerifDejaVu SerifBoldBoldDejaVu Serif BoldDejaVu Serif BoldDejaVu Serif BoldDejaVu Serif BoldVersion 2.32Version 2.32DejaVuSerif-BoldDejaVuSerif-BoldDejaVu fonts teamDejaVu fonts teamhttp://dejavu.sourceforge.nethttps://dejavu.sourceforge.netFonts are (c) Bitstream (see below). DejaVu changes are in public domain. Bitstream Vera Fonts Copyright ------------------------------ Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Bitstream" or the word "Vera". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Bitstream Vera" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the names of Gnome, the Gnome Foundation, and Bitstream Inc., shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from the Gnome Foundation or Bitstream Inc., respectively. For further information, contact: fonts at gnome dot org. Fonts are (c) Bitstream (see below). DejaVu changes are in public domain. Bitstream Vera Fonts Copyright ------------------------------ Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Bitstream" or the word "Vera". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Bitstream Vera" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the names of Gnome, the Gnome Foundation, and Bitstream Inc., shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from the Gnome Foundation or Bitstream Inc., respectively. For further information, contact: fonts at gnome dot org. http://dejavu.sourceforge.net/wiki/index.php/Licensehttps://dejavu.sourceforge.net/wiki/index.php/LicenseDejaVu SerifDejaVu SerifBoldBold~Z '  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghjikmlnoqprsutvwxzy{}|~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~                           ! 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?X?t???@ @0@L@l@@A0ALAABB,BXBBBBBC$C\CCDDHDDEE$EHElEEEEFF@FdFFFFG G4G\GGGH H8H`HHHII0I`IIIJJ4J\JJJKK(KTKKKKL(LPLLLMMPMMMN(N`NNOO4OhOOOPPDPlPPPQ QLQxQQRR8RdRRRS(SlSSTTDTtTTUUXUUV@VtVVWW0WLWWWWWXX4XPXlXXXYYY4YPYlYYYYYZZ0ZLZhZZZZ[\t]]0]D]`]t]]]]]^^ ^<^X^^^_H_`alacccddDd`dddde$e@eheeeeff@f\ffffgg4g`g|gggh@hiiljdkkllhlmmtmn,nTn|no0oopp0p\ppqq0qLqdq|qqrrDrlrrs sHsst4tttu4uv4vvww,wXwtwwwxz@{{|X}t~0~$`(p,\0|<TxH88h(@   4Pd 0Lp 0Lp$Pt0Lp@d @\ L0\0Lp@d @\ L0\@d @dP<p@lD0Lp@d @\ L0\@d @dP<p@lD@d @dP<p@lD$P|DP@lD4p,p`0\4x<x@|¸Ìh$XŨ<ƀdǰPȠ`@ʰ<ˬt<ͬLΐp tLѨҌhhԸո4d֔(X׌׼L|ج <lٜ0dڔ4p۬$X܈ܸ$\ݨx|hHX(P|08h,`L Lx0` (Pp$T|H(x|l,4$|Xl(dhL$`  L  <   ( T     , X    <l(<<LH$<@40 X!d"#%<&( ) *\+T,p-X./h0|2H3D5 68@9:<;<=>>?\?l?@t@@AB<BCDDDF(F(F(F(F(F(F(F(F(F(F(F(F(F(F(F(F(F(F(F(F(FFFGGG$G4GDGTGdGtGGGGGGGGHHH$H4HDHTHdHtHHHHHHHHIII$I4IDITIdItIIIIIIIIJJJ$J4JDJTJdJtJJJJJJJJKKK$K4KDKTKdKtKKKKKKKKLLL$L4LDLTLdLtLLLLLLLLMMM$M4MDMTMdMtMMMMMMNLNhNNOODOxOOPP<PTPPQ$Q<QTRTRSpT|UtUVWW8WTWpWWWWWXX4XPXlXXXXXYY0YLYhYZH  +@ >_ :U !X  4 9 T     G &\ &  $ "4 :j & h    FCopyright (c) 2003 by Bitstream, Inc. All Rights Reserved. DejaVu changes are in public domain Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. DejaVu changes are in public domain DejaVu SerifDejaVu SerifItalicItalicDejaVu Serif ItalicDejaVu Serif ItalicDejaVu Serif ItalicDejaVu Serif ItalicVersion 2.32Version 2.32DejaVuSerif-ItalicDejaVuSerif-ItalicDejaVu fonts teamDejaVu fonts teamhttp://dejavu.sourceforge.nethttps://dejavu.sourceforge.netFonts are (c) Bitstream (see below). DejaVu changes are in public domain. Bitstream Vera Fonts Copyright ------------------------------ Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Bitstream" or the word "Vera". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Bitstream Vera" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the names of Gnome, the Gnome Foundation, and Bitstream Inc., shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from the Gnome Foundation or Bitstream Inc., respectively. For further information, contact: fonts at gnome dot org. Fonts are (c) Bitstream (see below). DejaVu changes are in public domain. Bitstream Vera Fonts Copyright ------------------------------ Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Bitstream" or the word "Vera". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Bitstream Vera" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the names of Gnome, the Gnome Foundation, and Bitstream Inc., shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from the Gnome Foundation or Bitstream Inc., respectively. For further information, contact: fonts at gnome dot org. http://dejavu.sourceforge.net/wiki/index.php/Licensehttps://dejavu.sourceforge.net/wiki/index.php/LicenseDejaVu SerifDejaVu SerifItalicItalic~Z   !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghjikmlnoqprsutvwxzy{}|~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~                           ! 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Bu xd xu xd xd xu xd xd xu xd xu xu@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,@,du__::: J776676uuMM''''$$"pMM   )fB3R\\b1 c: =sH7NBNXx\qffiishc1 1 wwjff,O`qwP9w9Wqfffff+'fw1 wff,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5| >t b` d8( dq[{es^Lq fXLfX @fX: Lu w3v3vLLLRsRs@ tnxj jX F X oX `X `XH `XDeXVvS@xX! @fX! 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All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain DejaVu SansDejaVu SansBoldBoldDejaVu Sans BoldDejaVu Sans BoldDejaVu Sans BoldDejaVu Sans BoldVersion 2.32Version 2.32DejaVuSans-BoldDejaVuSans-BoldDejaVu fonts teamDejaVu fonts teamhttp://dejavu.sourceforge.nethttps://dejavu.sourceforge.netFonts are (c) Bitstream (see below). DejaVu changes are in public domain. Glyphs imported from Arev fonts are (c) Tavmjung Bah (see below) Bitstream Vera Fonts Copyright ------------------------------ Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Bitstream" or the word "Vera". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Bitstream Vera" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the names of Gnome, the Gnome Foundation, and Bitstream Inc., shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from the Gnome Foundation or Bitstream Inc., respectively. For further information, contact: fonts at gnome dot org. Arev Fonts Copyright ------------------------------ Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the modifications to the Bitstream Vera Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Tavmjong Bah" or the word "Arev". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Tavmjong Bah Arev" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL TAVMJONG BAH BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the name of Tavmjong Bah shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from Tavmjong Bah. For further information, contact: tavmjong @ free . fr.Fonts are (c) Bitstream (see below). DejaVu changes are in public domain. Glyphs imported from Arev fonts are (c) Tavmjung Bah (see below) Bitstream Vera Fonts Copyright ------------------------------ Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Bitstream" or the word "Vera". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Bitstream Vera" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the names of Gnome, the Gnome Foundation, and Bitstream Inc., shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from the Gnome Foundation or Bitstream Inc., respectively. For further information, contact: fonts at gnome dot org. Arev Fonts Copyright ------------------------------ Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. Permission is hereby granted, free of charge, to any person obtaining a copy of the fonts accompanying this license ("Fonts") and associated documentation files (the "Font Software"), to reproduce and distribute the modifications to the Bitstream Vera Font Software, including without limitation the rights to use, copy, merge, publish, distribute, and/or sell copies of the Font Software, and to permit persons to whom the Font Software is furnished to do so, subject to the following conditions: The above copyright and trademark notices and this permission notice shall be included in all copies of one or more of the Font Software typefaces. The Font Software may be modified, altered, or added to, and in particular the designs of glyphs or characters in the Fonts may be modified and additional glyphs or characters may be added to the Fonts, only if the fonts are renamed to names not containing either the words "Tavmjong Bah" or the word "Arev". This License becomes null and void to the extent applicable to Fonts or Font Software that has been modified and is distributed under the "Tavmjong Bah Arev" names. The Font Software may be sold as part of a larger software package but no copy of one or more of the Font Software typefaces may be sold by itself. THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL TAVMJONG BAH BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE. Except as contained in this notice, the name of Tavmjong Bah shall not be used in advertising or otherwise to promote the sale, use or other dealings in this Font Software without prior written authorization from Tavmjong Bah. For further information, contact: tavmjong @ free . fr.http://dejavu.sourceforge.net/wiki/index.php/Licensehttps://dejavu.sourceforge.net/wiki/index.php/LicenseDejaVu SansDejaVu SansBoldBold~Z:  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghjikmlnoqprsutvwxzy{}|~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~                           ! 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arrowdblbothuni21D5uni21D6uni21D7uni21D8uni21D9uni21DAuni21DBuni21DCuni21DDuni21DEuni21DFuni21E0uni21E1uni21E2uni21E3uni21E4uni21E5uni21E6uni21E7uni21E8uni21E9uni21EAuni21EBuni21ECuni21EDuni21EEuni21EFuni21F0uni21F1uni21F2uni21F3uni21F4uni21F5uni21F6uni21F7uni21F8uni21F9uni21FAuni21FBuni21FCuni21FDuni21FEuni21FF universaluni2201 existentialuni2204emptysetgradientelement notelementuni220Asuchthatuni220Cuni220Duni220Euni2210uni2213uni2214uni2215uni2216 asteriskmathuni2218uni2219uni221Buni221C proportional orthogonalangleuni2221uni2222uni2223uni2224uni2225uni2226 logicaland logicalor intersectionunionuni222Cuni222Duni222Euni222Funi2230uni2231uni2232uni2233 thereforeuni2235uni2236uni2237uni2238uni2239uni223Auni223Bsimilaruni223Duni223Euni223Funi2240uni2241uni2242uni2243uni2244 congruentuni2246uni2247uni2249uni224Auni224Buni224Cuni224Duni224Euni224Funi2250uni2251uni2252uni2253uni2254uni2255uni2256uni2257uni2258uni2259uni225Auni225Buni225Cuni225Duni225Euni225F equivalenceuni2262uni2263uni2266uni2267uni2268uni2269uni226Auni226Buni226Cuni226Duni226Euni226Funi2270uni2271uni2272uni2273uni2274uni2275uni2276uni2277uni2278uni2279uni227Auni227Buni227Cuni227Duni227Euni227Funi2280uni2281 propersubsetpropersuperset notsubsetuni2285 reflexsubsetreflexsupersetuni2288uni2289uni228Auni228Buni228Cuni228Duni228Euni228Funi2290uni2291uni2292uni2293uni2294 circleplusuni2296circlemultiplyuni2298uni2299uni229Auni229Buni229Cuni229Duni229Euni229Funi22A0uni22A1uni22A2uni22A3uni22A4 perpendicularuni22A6uni22A7uni22A8uni22A9uni22AAuni22ABuni22ACuni22ADuni22AEuni22AFuni22B0uni22B1uni22B2uni22B3uni22B4uni22B5uni22B6uni22B7uni22B8uni22B9uni22BAuni22BBuni22BCuni22BDuni22BEuni22BFuni22C0uni22C1uni22C2uni22C3uni22C4dotmathuni22C6uni22C7uni22C8uni22C9uni22CAuni22CBuni22CCuni22CDuni22CEuni22CFuni22D0uni22D1uni22D2uni22D3uni22D4uni22D5uni22D6uni22D7uni22D8uni22D9uni22DAuni22DBuni22DCuni22DDuni22DEuni22DFuni22E0uni22E1uni22E2uni22E3uni22E4uni22E5uni22E6uni22E7uni22E8uni22E9uni22EAuni22EBuni22ECuni22EDuni22EEuni22EFuni22F0uni22F1uni22F2uni22F3uni22F4uni22F5uni22F6uni22F7uni22F8uni22F9uni22FAuni22FBuni22FCuni22FDuni22FEuni22FFuni2300uni2301houseuni2303uni2304uni2305uni2306uni2307uni2308uni2309uni230Auni230Buni230Cuni230Duni230Euni230F revlogicalnotuni2311uni2318uni2319uni231Cuni231Duni231Euni231F integraltp integralbtuni2324uni2325uni2326uni2327uni2328uni232Buni232Cuni2373uni2374uni2375uni237Auni237Duni2387uni2394uni239Buni239Cuni239Duni239Euni239Funi23A0uni23A1uni23A2uni23A3uni23A4uni23A5uni23A6uni23A7uni23A8uni23A9uni23AAuni23ABuni23ACuni23ADuni23AEuni23CEuni23CFuni23E3uni23E5uni23E8uni2422uni2423uni2460uni2461uni2462uni2463uni2464uni2465uni2466uni2467uni2468uni2469upblockuni2581uni2582uni2583dnblockuni2585uni2586uni2587blockuni2589uni258Auni258Blfblockuni258Duni258Euni258Frtblockltshadeshadedkshadeuni2594uni2595uni2596uni2597uni2598uni2599uni259Auni259Buni259Cuni259Duni259Euni259F filledboxH22073uni25A2uni25A3uni25A4uni25A5uni25A6uni25A7uni25A8uni25A9H18543H18551 filledrectuni25ADuni25AEuni25AFuni25B0uni25B1triagupuni25B3uni25B4uni25B5uni25B6uni25B7uni25B8uni25B9triagrtuni25BBtriagdnuni25BDuni25BEuni25BFuni25C0uni25C1uni25C2uni25C3triaglfuni25C5uni25C6uni25C7uni25C8uni25C9circleuni25CCuni25CDuni25CEH18533uni25D0uni25D1uni25D2uni25D3uni25D4uni25D5uni25D6uni25D7 invbullet invcircleuni25DAuni25DBuni25DCuni25DDuni25DEuni25DFuni25E0uni25E1uni25E2uni25E3uni25E4uni25E5 openbulletuni25E7uni25E8uni25E9uni25EAuni25EBuni25ECuni25EDuni25EEuni25EFuni25F0uni25F1uni25F2uni25F3uni25F4uni25F5uni25F6uni25F7uni25F8uni25F9uni25FAuni25FBuni25FCuni25FDuni25FEuni25FFuni2600uni2601uni2602uni2603uni2604uni2605uni2606uni2607uni2608uni2609uni260Auni260Buni260Cuni260Duni260Euni260Funi2610uni2611uni2612uni2613uni2614uni2615uni2616uni2617uni2618uni2619uni261Auni261Buni261Cuni261Duni261Euni261Funi2620uni2621uni2622uni2623uni2624uni2625uni2626uni2627uni2628uni2629uni262Auni262Buni262Cuni262Duni262Euni262Funi2630uni2631uni2632uni2633uni2634uni2635uni2636uni2637uni2638uni2639 smileface invsmilefacesununi263Duni263Euni263Ffemaleuni2641maleuni2643uni2644uni2645uni2646uni2647uni2648uni2649uni264Auni264Buni264Cuni264Duni264Euni264Funi2650uni2651uni2652uni2653uni2654uni2655uni2656uni2657uni2658uni2659uni265Auni265Buni265Cuni265Duni265Euni265Fspadeuni2661uni2662clubuni2664heartdiamonduni2667uni2668uni2669 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We observed messages containing the word stems: explos*  or explod* , )] TJ ET BT 26.250 576.641 Td /F1 9.8 Tf [(just 3 minutes after the explosions \(Figure 1\). When adding words beginning with bomb , a picture quickly )] TJ ET BT 26.250 561.197 Td /F1 9.8 Tf [(emerges of an incident warranting further exploration.)] TJ ET BT 26.250 538.253 Td /F1 9.8 Tf [(While an increase in messages indicating an emergency from a particular location may not make it possible to )] TJ ET BT 26.250 522.809 Td /F1 9.8 Tf [(fully ascertain the circumstances of an incident without computational or human review, analysis of such data )] TJ ET BT 26.250 507.365 Td /F1 9.8 Tf [(could help public safety officers better understand the location or specifics of explosions or other emergencies. )] TJ ET BT 26.250 491.921 Td /F1 9.8 Tf [(Figure 1 illustrates the timeliness of the social media data, along with initial Twitter postings about the event )] TJ ET BT 26.250 476.477 Td /F1 9.8 Tf [(from pertinent national and local news sources \(CNN, the Associated Press, Boston WCVB\) and with electronic )] TJ ET BT 26.250 461.033 Td /F1 9.8 Tf [(messages from the MA EPB HHAN. 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We observed messages containing the word stems: explos*  or explod* , )] TJ ET BT 26.250 576.641 Td /F1 9.8 Tf [(just 3 minutes after the explosions \(Figure 1\). When adding words beginning with bomb , a picture quickly )] TJ ET BT 26.250 561.197 Td /F1 9.8 Tf [(emerges of an incident warranting further exploration.)] TJ ET BT 26.250 538.253 Td /F1 9.8 Tf [(While an increase in messages indicating an emergency from a particular location may not make it possible to )] TJ ET BT 26.250 522.809 Td /F1 9.8 Tf [(fully ascertain the circumstances of an incident without computational or human review, analysis of such data )] TJ ET BT 26.250 507.365 Td /F1 9.8 Tf [(could help public safety officers better understand the location or specifics of explosions or other emergencies. )] TJ ET BT 26.250 491.921 Td /F1 9.8 Tf [(Figure 1 illustrates the timeliness of the social media data, along with initial Twitter postings about the event )] TJ ET BT 26.250 476.477 Td /F1 9.8 Tf [(from pertinent national and local news sources \(CNN, the Associated Press, Boston WCVB\) and with electronic )] TJ ET BT 26.250 461.033 Td /F1 9.8 Tf [(messages from the MA EPB HHAN. 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For the stems explos*  )] TJ ET BT 26.250 401.729 Td /F1 9.8 Tf [(and explod* , there was only one other message the day prior to the explosions in the same geographic radius.)] TJ ET BT 26.250 360.934 Td /F4 12.0 Tf [(Geolocation and characterization of the event)] TJ ET BT 26.250 337.277 Td /F1 9.8 Tf [(Within the first 10 minutes of the bombings, many of the observed messages were from the immediate vicinity )] TJ ET BT 26.250 321.833 Td /F1 9.8 Tf [(of the finish line \(Figure 2\).)] TJ ET Q q 15.000 311.244 577.500 465.756 re W n 0.965 0.965 0.965 rg 26.250 437.028 555.000 339.972 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 581.250 776.250 l 26.250 776.250 l f 26.250 437.028 m 581.250 437.028 l 581.250 437.778 l 26.250 437.778 l f q 225.000 0 0 225.000 35.250 542.250 cm /I6 Do Q q 35.250 440.778 537.000 95.472 re W n 0.271 0.267 0.267 rg BT 35.250 523.895 Td /F4 9.8 Tf [(Fig. 1: Cumulative time series of tweets from within a 35 mile radius of the Boston Marathon )] TJ ET BT 35.250 508.451 Td /F4 9.8 Tf [(finish line selected using the stems explod* , explos*  and bomb*  after the bombings at )] TJ ET BT 35.250 493.007 Td /F4 9.8 Tf [(2:49.)] TJ ET BT 35.250 469.662 Td /F1 9.8 Tf [(Public health officials alerted regional emergency departments via the HHAN at 2:59. Reports from news )] TJ ET BT 35.250 451.842 Td /F1 9.8 Tf [(stations such as WCVB, the Associated Press, and CNN followed shortly after.)] TJ ET Q BT 26.250 417.173 Td /F1 9.8 Tf [(The baseline level of messages with these included keywords is very low in this area. For the stems explos*  )] TJ ET BT 26.250 401.729 Td /F1 9.8 Tf [(and explod* , there was only one other message the day prior to the explosions in the same geographic radius.)] TJ ET BT 26.250 360.934 Td /F4 12.0 Tf [(Geolocation and characterization of the event)] TJ ET BT 26.250 337.277 Td /F1 9.8 Tf [(Within the first 10 minutes of the bombings, many of the observed messages were from the immediate vicinity )] TJ ET BT 26.250 321.833 Td /F1 9.8 Tf [(of the finish line \(Figure 2\).)] TJ ET Q q 15.000 311.244 577.500 465.756 re W n 0.965 0.965 0.965 rg 26.250 437.028 555.000 339.972 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 581.250 776.250 l 26.250 776.250 l f 26.250 437.028 m 581.250 437.028 l 581.250 437.778 l 26.250 437.778 l f q 225.000 0 0 225.000 35.250 542.250 cm /I8 Do Q q 35.250 440.778 537.000 95.472 re W n 0.271 0.267 0.267 rg BT 35.250 523.895 Td /F4 9.8 Tf [(Fig. 1: Cumulative time series of tweets from within a 35 mile radius of the Boston Marathon )] TJ ET BT 35.250 508.451 Td /F4 9.8 Tf [(finish line selected using the stems explod* , explos*  and bomb*  after the bombings at )] TJ ET BT 35.250 493.007 Td /F4 9.8 Tf [(2:49.)] TJ ET BT 35.250 469.662 Td /F1 9.8 Tf [(Public health officials alerted regional emergency departments via the HHAN at 2:59. Reports from news )] TJ ET BT 35.250 451.842 Td /F1 9.8 Tf [(stations such as WCVB, the Associated Press, and CNN followed shortly after.)] TJ ET Q BT 26.250 417.173 Td /F1 9.8 Tf [(The baseline level of messages with these included keywords is very low in this area. For the stems explos*  )] TJ ET BT 26.250 401.729 Td /F1 9.8 Tf [(and explod* , there was only one other message the day prior to the explosions in the same geographic radius.)] TJ ET BT 26.250 360.934 Td /F4 12.0 Tf [(Geolocation and characterization of the event)] TJ ET BT 26.250 337.277 Td /F1 9.8 Tf [(Within the first 10 minutes of the bombings, many of the observed messages were from the immediate vicinity )] TJ ET BT 26.250 321.833 Td /F1 9.8 Tf [(of the finish line \(Figure 2\).)] TJ ET Q q 225.000 0 0 225.000 35.250 542.250 cm /I10 Do Q q 0.000 0.000 0.000 rg BT 291.710 18.032 Td /F5 11.0 Tf [(3)] TJ ET BT 25.000 18.032 Td /F5 11.0 Tf [(PLOS Currents Disasters)] TJ ET Q endstream endobj 138 0 obj << /Type /Annot /Subtype /Link /A 139 0 R /Border [0 0 0] /H /I /Rect [ 35.2500 542.2500 260.2500 767.2500 ] >> endobj 139 0 obj << /Type /Action /S /URI /URI (https://currents.plos.org/disasters/files/2013/06/Figure11.png) >> endobj 140 0 obj << /Type /XObject /Subtype /Image /Width 300 /Height 300 /Filter /FlateDecode /DecodeParms << /Predictor 15 /Colors 1 /Columns 300 /BitsPerComponent 8>> /ColorSpace /DeviceGray /BitsPerComponent 8 /Length 629>> stream xA 0 =fy9뀟\E endstream endobj 141 0 obj << /Type /XObject /Subtype /Image /Width 300 /Height 300 /SMask 140 0 R /Filter /FlateDecode /DecodeParms << /Predictor 15 /Colors 3 /Columns 300 /BitsPerComponent 8>> /ColorSpace /DeviceRGB /BitsPerComponent 8 /Length 15527>> stream xw\%$–%,T8UVq:juWҺWQ("*C K3lHHr?NS_oЏ7}ǭ&!LKKݻP(ܹsBBT*e0ju;`8piS~۽\ϬY.sj˖-Xn]xx}0ʧ6_ݰaÌ3zqΝu}˗U]eO^*\l۶m cɒ%ǏH$6l8.>oo:+LQII K D"QjZ%߂Wlal-SWwTWPoNN]%)1Tj>r8;;}=SO^z-Xxbnqq': 'iջWPZZ}`',-- ~`Ŗ w>wy{^yϙ?g@1ч3N^]5ij&F#++Թ34;-%mg[8w[: 9bƻ~}-ۃK6(W5ebbrZuuuvvvPpж-oggg{y/"h $4d'{r+B )˖p=ׯ2e+VPWW_zz{*)-IKO[t87.]r`嫗 7ꤤO>}zqˏFߵ߯gX}'mm7}۾}Ke6EBJYW`rAobD mƍ:Y#^_q9O1Z a"$,}Q~>CUMC:)I+R667'_$|~u~j' ߿T8q)0 b1IE)]^%jfVշ/'@ 1i[ Hg`AhxLغ0L5NDIљV"oDfK'oXxfQx7eK-^EwnQxv9rq0aR>ݶmэ4]'gmm Ie)6zݽ m4k>}u *yHO_ΛVʜ=4ѣ#{PG:c_T11c+ΧE!!7g,-bxIٓ'7M^߻h!Q{h^YͩV(ŖL ܳg6hTCww#&N8*#,MsIiXС|`0Ϙ)GFj;AG-aḱֱ?{ZV@D#  '|QtneBBfb"Á>x/WxNտ`[# LM)HI. 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C0L CBBΏ'w=qq+zd۔!(QBEEr_XXv{@Ht!4ÇW\!hx"??~۵kW#vP֘={dd㷐Ǐ}簲ɵ[DNu)% wBٕ3@@Zu:CUg^=V-{KWUDUHBvhܷ |4j/U?p&:ZuO'TԞOmB]ڕ[L.@wZ!{bߵjEph7")|||X,ք f͚u)Y{IIIEś labbB(b877W>011ɑֹQIIP(krl6H~6UbWrUUU QQQjCCòz>5I$I2aX999{תuttRiYYY=W[>juuuuuu600;3NGGGCC.1CgϞM6mܸرc-B-[cݻ>w\ccFCP8b!a!a!a!a RMB%Kƍ7[XXlڴiRgϞgϮx///$WXѥK_p---/_r/^XWNJJbAw@@AO>~xBB鱗~3f $+**fϞ=` 6ݻ_Ǐ}||l֭[l6>|bo7n<|p]SNZ~W^իO> ^vbOVV֎;LobbB5ݻw[lJ?w9w\ttڵke...)))#6mDI xs{Xzj///Tu֊A}wquַPe˖>}Z__~p8wn_x"I'O&IϏ$o&??_*ܼySj\x??ϗ$yūW5؏D"ٽ{7I۷oTXXX]]M)SH7o^EEE]|2<zϟ?գlnݺ:}4I_5ϧ~.\?~|xkkk###UUjUUUKK{„ ej橩:uCC|$V^`W`۶m?-I۷o>c9s?p_ɓΝ+{ѣblheN.\8h &iffС<޽{_niӦ;w@]]G[n^p8iiiqqqU>1č֭[3gΔmUD"x…>>> ,jXtǏZJJJ3gR̙`WnnnSTJmN\BmĶoٳ|>_*ʶށ$I~WT̙3$IGdddmۨ7sݺu jWtl$?Ieˊ"""~)RYj~ s;yիWeR$}5Gn׉*ˋO6=KzƍeԖ033s߻wo]Տ-azzիGyeXhѢgϞ _~eȐ!/_n;w3G~:99ȑ#gϞ={A~K.:uYD2mڴ#Gٳ' k֬ r|>.\ 45+~~~~~~vvvO>-**qƩS&Mte˖PGs |iIInPP{ʕ+{~yFF˗/k:jԨcǎy{{1ۇ[ZZRΝAm$둔bŊp81իzzz yҥk׮EGG|uϞ=#FHHH3.Crrrn%>}JdBB… JJJө#=yZ8***'''33S*߻w$IDrϝ;GmΝ;>022חe/HtP(z~B+WBCCILLL,--׮]-]?>77$Ieff??>>^ O?$I޻w_"秧˕H5… /_DdNNNNNIϟtSQQ! cbbJyX]]}ڵG$R\\Ldeee||LJ*T&hF(B!a!a!a!a!?5'N<|\SSs鱱+W(0;Ҹ_t JJJ\VV6zh&IwwG[;w޼y*((XhuN<"h-KKK;v]jH$4n [8*U2]v۷_OWIHs˖-t׀5p\;;;]]6mژp3f<~`"<1pw!a!a!a!a!a!a!a!a!a!$ endstream endobj 152 0 obj << /Type /Page /Parent 3 0 R /Annots [ 154 0 R 158 0 R 160 0 R 162 0 R 164 0 R 166 0 R 168 0 R 170 0 R 172 0 R 174 0 R 176 0 R 178 0 R 182 0 R 184 0 R 186 0 R 188 0 R 190 0 R 192 0 R 194 0 R 196 0 R 198 0 R 200 0 R 202 0 R 206 0 R 208 0 R 210 0 R 212 0 R 214 0 R 216 0 R 218 0 R 220 0 R 222 0 R 224 0 R ] /Contents 153 0 R >> endobj 153 0 obj << /Length 24519 >> stream 0.271 0.267 0.267 rg q 15.000 32.808 577.500 744.192 re W n 0.965 0.965 0.965 rg 26.250 459.528 555.000 317.472 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 581.250 776.250 l 26.250 776.250 l f 26.250 459.528 m 581.250 459.528 l 581.250 460.278 l 26.250 460.278 l f q 225.000 0 0 202.500 35.250 564.750 cm /I12 Do Q q 35.250 463.278 537.000 95.472 re W n 0.271 0.267 0.267 rg BT 35.250 546.395 Td /F4 9.8 Tf [(Fig. 2: Public Twitter messages selected using the stems explod*  and explos*  in the )] TJ ET BT 35.250 530.951 Td /F4 9.8 Tf [(immediate vicinity of the Boston Marathon finish line from the first 20 minutes after the )] TJ ET BT 35.250 515.507 Td /F4 9.8 Tf [(bombings.)] TJ ET BT 35.250 492.162 Td /F1 9.8 Tf [(These messages were selected for inclusion because of their proximity to the event and content of these )] TJ ET BT 35.250 474.342 Td /F1 9.8 Tf [(postings. Source OpenStreetMap.)] TJ ET Q BT 26.250 439.673 Td /F1 9.8 Tf [(Because of their proximity to the event and content of their postings, these individuals might be witnesses to )] TJ ET BT 26.250 424.229 Td /F1 9.8 Tf [(the bombings or be of close enough proximity to provide helpful information. These finely detailed geographic )] TJ ET BT 26.250 408.785 Td /F1 9.8 Tf [(data can be used to localize and characterize events assisting emergency response in decision-making. In the )] TJ ET BT 26.250 393.341 Td /F1 9.8 Tf [(Supplementary Materials, we include the text of the Twitter messages from individuals \(SM Table 1\) and \(SM )] TJ ET BT 26.250 377.897 Td /F1 9.8 Tf [(Table 2\), and Twitter postings from select news sources \(SM Table 3\). We have redacted expletives and )] TJ ET BT 26.250 362.453 Td /F1 9.8 Tf [(personal identifiers.)] TJ ET BT 26.250 321.658 Td /F4 12.0 Tf [(Discussion)] TJ ET BT 26.250 298.001 Td /F1 9.8 Tf [(Each year, the Boston Athletic Association provides a medical tent near the finish line of the Boston Marathon as )] TJ ET BT 26.250 282.557 Td /F1 9.8 Tf [(well as a strong security and media presence. Hence, first responders, law enforcement and reporters were )] TJ ET BT 26.250 267.113 Td /F1 9.8 Tf [(already present near the explosions, and were able to respond to the injuries, activate the emergency response )] TJ ET BT 26.250 251.669 Td /F1 9.8 Tf [(system, and begin the investigation. In other situations, crowd-sourced information may uniquely provide )] TJ ET BT 26.250 236.225 Td /F1 9.8 Tf [(extremely timely initial recognition of an event and specific clues as to what events may be unfolding e.g. area )] TJ ET BT 26.250 220.781 Td /F1 9.8 Tf [(of 671 Boylston St. , hundreds hurt &bloody  that could be used to tailor and refine the response.)] TJ ET 0.267 0.267 0.267 rg BT 516.821 222.736 Td /F4 8.7 Tf [(2)] TJ ET 0.271 0.267 0.267 rg BT 522.853 220.781 Td /F1 9.8 Tf [( Here we )] TJ ET BT 26.250 205.337 Td /F1 9.8 Tf [(described how data from Twitter provided localization and characterization of the Boston Marathon explosions.)] TJ ET BT 26.250 182.393 Td /F1 9.8 Tf [(Caution in the use of social media reports is warranted, however. While social media data can provide timely )] TJ ET BT 26.250 166.949 Td /F1 9.8 Tf [(insight into events as they unfold, they may also produce false positive reports with negative effects, as )] TJ ET BT 26.250 151.505 Td /F1 9.8 Tf [(illustrated by a powerful example from the financial sector. In the recent flash crash,  a spurious Twitter report )] TJ ET BT 26.250 136.061 Td /F1 9.8 Tf [(of a White House attack by the Associated Press was promulgated over 4,000 times.)] TJ ET 0.267 0.267 0.267 rg BT 439.923 138.016 Td /F4 8.7 Tf [(6)] TJ ET 0.271 0.267 0.267 rg BT 445.955 136.061 Td /F1 9.8 Tf [( This led automated )] TJ ET BT 26.250 120.617 Td /F1 9.8 Tf [(financial systems to take rapid  but inappropriate  action, which was quickly reversed.)] TJ ET 0.267 0.267 0.267 rg BT 457.590 122.572 Td /F4 8.7 Tf [(10)] TJ ET 0.271 0.267 0.267 rg BT 26.250 97.673 Td /F1 9.8 Tf [(Classification strategies and filtering approaches that have been developed for disease surveillance,)] TJ ET 0.267 0.267 0.267 rg BT 517.933 99.628 Td /F4 8.7 Tf [(8)] TJ ET 0.271 0.267 0.267 rg BT 523.965 102.717 Td /F1 8.7 Tf [(,)] TJ ET 0.267 0.267 0.267 rg BT 526.721 99.628 Td /F4 8.7 Tf [(11)] TJ ET 0.271 0.267 0.267 rg BT 538.785 102.717 Td /F1 8.7 Tf [(,)] TJ ET 0.267 0.267 0.267 rg BT 541.541 99.628 Td /F4 8.7 Tf [(12)] TJ ET 0.271 0.267 0.267 rg BT 553.605 102.717 Td /F1 8.7 Tf [(,)] TJ ET 0.267 0.267 0.267 rg BT 556.361 99.628 Td /F4 8.7 Tf [(13)] TJ ET 0.271 0.267 0.267 rg BT 26.250 82.229 Td /F1 9.8 Tf [(geospatial cluster identification,)] TJ ET 0.267 0.267 0.267 rg BT 183.108 84.184 Td /F4 8.7 Tf [(14)] TJ ET 0.271 0.267 0.267 rg BT 195.172 82.229 Td /F1 9.8 Tf [( and crime tracking)] TJ ET 0.267 0.267 0.267 rg BT 290.293 84.184 Td /F4 8.7 Tf [(15)] TJ ET 0.271 0.267 0.267 rg BT 302.357 82.229 Td /F1 9.8 Tf [( may help refine the sensitivity and specificity as well )] TJ ET BT 26.250 66.785 Td /F1 9.8 Tf [(as classify postings into relevant categories such as personal, informative and other.)] TJ ET 0.267 0.267 0.267 rg BT 441.580 68.740 Td /F4 8.7 Tf [(16)] TJ ET 0.271 0.267 0.267 rg BT 453.644 66.785 Td /F1 9.8 Tf [( Additionally, by )] TJ ET BT 26.250 51.341 Td /F1 9.8 Tf [(comparing newly observed data against temporally adjusted keyword frequencies, it is possible to identify )] TJ ET Q q 15.000 32.808 577.500 744.192 re W n 0.965 0.965 0.965 rg 26.250 459.528 555.000 317.472 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 581.250 776.250 l 26.250 776.250 l f 26.250 459.528 m 581.250 459.528 l 581.250 460.278 l 26.250 460.278 l f q 225.000 0 0 202.500 35.250 564.750 cm /I14 Do Q q 35.250 463.278 537.000 95.472 re W n 0.271 0.267 0.267 rg BT 35.250 546.395 Td /F4 9.8 Tf [(Fig. 2: Public Twitter messages selected using the stems explod*  and explos*  in the )] TJ ET BT 35.250 530.951 Td /F4 9.8 Tf [(immediate vicinity of the Boston Marathon finish line from the first 20 minutes after the )] TJ ET BT 35.250 515.507 Td /F4 9.8 Tf [(bombings.)] TJ ET BT 35.250 492.162 Td /F1 9.8 Tf [(These messages were selected for inclusion because of their proximity to the event and content of these )] TJ ET BT 35.250 474.342 Td /F1 9.8 Tf [(postings. Source OpenStreetMap.)] TJ ET Q BT 26.250 439.673 Td /F1 9.8 Tf [(Because of their proximity to the event and content of their postings, these individuals might be witnesses to )] TJ ET BT 26.250 424.229 Td /F1 9.8 Tf [(the bombings or be of close enough proximity to provide helpful information. These finely detailed geographic )] TJ ET BT 26.250 408.785 Td /F1 9.8 Tf [(data can be used to localize and characterize events assisting emergency response in decision-making. In the )] TJ ET BT 26.250 393.341 Td /F1 9.8 Tf [(Supplementary Materials, we include the text of the Twitter messages from individuals \(SM Table 1\) and \(SM )] TJ ET BT 26.250 377.897 Td /F1 9.8 Tf [(Table 2\), and Twitter postings from select news sources \(SM Table 3\). We have redacted expletives and )] TJ ET BT 26.250 362.453 Td /F1 9.8 Tf [(personal identifiers.)] TJ ET BT 26.250 321.658 Td /F4 12.0 Tf [(Discussion)] TJ ET BT 26.250 298.001 Td /F1 9.8 Tf [(Each year, the Boston Athletic Association provides a medical tent near the finish line of the Boston Marathon as )] TJ ET BT 26.250 282.557 Td /F1 9.8 Tf [(well as a strong security and media presence. Hence, first responders, law enforcement and reporters were )] TJ ET BT 26.250 267.113 Td /F1 9.8 Tf [(already present near the explosions, and were able to respond to the injuries, activate the emergency response )] TJ ET BT 26.250 251.669 Td /F1 9.8 Tf [(system, and begin the investigation. In other situations, crowd-sourced information may uniquely provide )] TJ ET BT 26.250 236.225 Td /F1 9.8 Tf [(extremely timely initial recognition of an event and specific clues as to what events may be unfolding e.g. area )] TJ ET BT 26.250 220.781 Td /F1 9.8 Tf [(of 671 Boylston St. , hundreds hurt &bloody  that could be used to tailor and refine the response.)] TJ ET 0.267 0.267 0.267 rg BT 516.821 222.736 Td /F4 8.7 Tf [(2)] TJ ET 0.271 0.267 0.267 rg BT 522.853 220.781 Td /F1 9.8 Tf [( Here we )] TJ ET BT 26.250 205.337 Td /F1 9.8 Tf [(described how data from Twitter provided localization and characterization of the Boston Marathon explosions.)] TJ ET BT 26.250 182.393 Td /F1 9.8 Tf [(Caution in the use of social media reports is warranted, however. While social media data can provide timely )] TJ ET BT 26.250 166.949 Td /F1 9.8 Tf [(insight into events as they unfold, they may also produce false positive reports with negative effects, as )] TJ ET BT 26.250 151.505 Td /F1 9.8 Tf [(illustrated by a powerful example from the financial sector. In the recent flash crash,  a spurious Twitter report )] TJ ET BT 26.250 136.061 Td /F1 9.8 Tf [(of a White House attack by the Associated Press was promulgated over 4,000 times.)] TJ ET 0.267 0.267 0.267 rg BT 439.923 138.016 Td /F4 8.7 Tf [(6)] TJ ET 0.271 0.267 0.267 rg BT 445.955 136.061 Td /F1 9.8 Tf [( This led automated )] TJ ET BT 26.250 120.617 Td /F1 9.8 Tf [(financial systems to take rapid  but inappropriate  action, which was quickly reversed.)] TJ ET 0.267 0.267 0.267 rg BT 457.590 122.572 Td /F4 8.7 Tf [(10)] TJ ET 0.271 0.267 0.267 rg BT 26.250 97.673 Td /F1 9.8 Tf [(Classification strategies and filtering approaches that have been developed for disease surveillance,)] TJ ET 0.267 0.267 0.267 rg BT 517.933 99.628 Td /F4 8.7 Tf [(8)] TJ ET 0.271 0.267 0.267 rg BT 523.965 102.717 Td /F1 8.7 Tf [(,)] TJ ET 0.267 0.267 0.267 rg BT 526.721 99.628 Td /F4 8.7 Tf [(11)] TJ ET 0.271 0.267 0.267 rg BT 538.785 102.717 Td /F1 8.7 Tf [(,)] TJ ET 0.267 0.267 0.267 rg BT 541.541 99.628 Td /F4 8.7 Tf [(12)] TJ ET 0.271 0.267 0.267 rg BT 553.605 102.717 Td /F1 8.7 Tf [(,)] TJ ET 0.267 0.267 0.267 rg BT 556.361 99.628 Td /F4 8.7 Tf [(13)] TJ ET 0.271 0.267 0.267 rg BT 26.250 82.229 Td /F1 9.8 Tf [(geospatial cluster identification,)] TJ ET 0.267 0.267 0.267 rg BT 183.108 84.184 Td /F4 8.7 Tf [(14)] TJ ET 0.271 0.267 0.267 rg BT 195.172 82.229 Td /F1 9.8 Tf [( and crime tracking)] TJ ET 0.267 0.267 0.267 rg BT 290.293 84.184 Td /F4 8.7 Tf [(15)] TJ ET 0.271 0.267 0.267 rg BT 302.357 82.229 Td /F1 9.8 Tf [( may help refine the sensitivity and specificity as well )] TJ ET BT 26.250 66.785 Td /F1 9.8 Tf [(as classify postings into relevant categories such as personal, informative and other.)] TJ ET 0.267 0.267 0.267 rg BT 441.580 68.740 Td /F4 8.7 Tf [(16)] TJ ET 0.271 0.267 0.267 rg BT 453.644 66.785 Td /F1 9.8 Tf [( Additionally, by )] TJ ET BT 26.250 51.341 Td /F1 9.8 Tf [(comparing newly observed data against temporally adjusted keyword frequencies, it is possible to identify )] TJ ET Q q 15.000 32.808 577.500 744.192 re W n 0.965 0.965 0.965 rg 26.250 459.528 555.000 317.472 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 581.250 776.250 l 26.250 776.250 l f 26.250 459.528 m 581.250 459.528 l 581.250 460.278 l 26.250 460.278 l f q 225.000 0 0 202.500 35.250 564.750 cm /I16 Do Q q 35.250 463.278 537.000 95.472 re W n 0.271 0.267 0.267 rg BT 35.250 546.395 Td /F4 9.8 Tf [(Fig. 2: Public Twitter messages selected using the stems explod*  and explos*  in the )] TJ ET BT 35.250 530.951 Td /F4 9.8 Tf [(immediate vicinity of the Boston Marathon finish line from the first 20 minutes after the )] TJ ET BT 35.250 515.507 Td /F4 9.8 Tf [(bombings.)] TJ ET BT 35.250 492.162 Td /F1 9.8 Tf [(These messages were selected for inclusion because of their proximity to the event and content of these )] TJ ET BT 35.250 474.342 Td /F1 9.8 Tf [(postings. Source OpenStreetMap.)] TJ ET Q BT 26.250 439.673 Td /F1 9.8 Tf [(Because of their proximity to the event and content of their postings, these individuals might be witnesses to )] TJ ET BT 26.250 424.229 Td /F1 9.8 Tf [(the bombings or be of close enough proximity to provide helpful information. These finely detailed geographic )] TJ ET BT 26.250 408.785 Td /F1 9.8 Tf [(data can be used to localize and characterize events assisting emergency response in decision-making. In the )] TJ ET BT 26.250 393.341 Td /F1 9.8 Tf [(Supplementary Materials, we include the text of the Twitter messages from individuals \(SM Table 1\) and \(SM )] TJ ET BT 26.250 377.897 Td /F1 9.8 Tf [(Table 2\), and Twitter postings from select news sources \(SM Table 3\). We have redacted expletives and )] TJ ET BT 26.250 362.453 Td /F1 9.8 Tf [(personal identifiers.)] TJ ET BT 26.250 321.658 Td /F4 12.0 Tf [(Discussion)] TJ ET BT 26.250 298.001 Td /F1 9.8 Tf [(Each year, the Boston Athletic Association provides a medical tent near the finish line of the Boston Marathon as )] TJ ET BT 26.250 282.557 Td /F1 9.8 Tf [(well as a strong security and media presence. Hence, first responders, law enforcement and reporters were )] TJ ET BT 26.250 267.113 Td /F1 9.8 Tf [(already present near the explosions, and were able to respond to the injuries, activate the emergency response )] TJ ET BT 26.250 251.669 Td /F1 9.8 Tf [(system, and begin the investigation. In other situations, crowd-sourced information may uniquely provide )] TJ ET BT 26.250 236.225 Td /F1 9.8 Tf [(extremely timely initial recognition of an event and specific clues as to what events may be unfolding e.g. area )] TJ ET BT 26.250 220.781 Td /F1 9.8 Tf [(of 671 Boylston St. , hundreds hurt &bloody  that could be used to tailor and refine the response.)] TJ ET 0.267 0.267 0.267 rg BT 516.821 222.736 Td /F4 8.7 Tf [(2)] TJ ET 0.271 0.267 0.267 rg BT 522.853 220.781 Td /F1 9.8 Tf [( Here we )] TJ ET BT 26.250 205.337 Td /F1 9.8 Tf [(described how data from Twitter provided localization and characterization of the Boston Marathon explosions.)] TJ ET BT 26.250 182.393 Td /F1 9.8 Tf [(Caution in the use of social media reports is warranted, however. While social media data can provide timely )] TJ ET BT 26.250 166.949 Td /F1 9.8 Tf [(insight into events as they unfold, they may also produce false positive reports with negative effects, as )] TJ ET BT 26.250 151.505 Td /F1 9.8 Tf [(illustrated by a powerful example from the financial sector. In the recent flash crash,  a spurious Twitter report )] TJ ET BT 26.250 136.061 Td /F1 9.8 Tf [(of a White House attack by the Associated Press was promulgated over 4,000 times.)] TJ ET 0.267 0.267 0.267 rg BT 439.923 138.016 Td /F4 8.7 Tf [(6)] TJ ET 0.271 0.267 0.267 rg BT 445.955 136.061 Td /F1 9.8 Tf [( This led automated )] TJ ET BT 26.250 120.617 Td /F1 9.8 Tf [(financial systems to take rapid  but inappropriate  action, which was quickly reversed.)] TJ ET 0.267 0.267 0.267 rg BT 457.590 122.572 Td /F4 8.7 Tf [(10)] TJ ET 0.271 0.267 0.267 rg BT 26.250 97.673 Td /F1 9.8 Tf [(Classification strategies and filtering approaches that have been developed for disease surveillance,)] TJ ET 0.267 0.267 0.267 rg BT 517.933 99.628 Td /F4 8.7 Tf [(8)] TJ ET 0.271 0.267 0.267 rg BT 523.965 102.717 Td /F1 8.7 Tf [(,)] TJ ET 0.267 0.267 0.267 rg BT 526.721 99.628 Td /F4 8.7 Tf [(11)] TJ ET 0.271 0.267 0.267 rg BT 538.785 102.717 Td /F1 8.7 Tf [(,)] TJ ET 0.267 0.267 0.267 rg BT 541.541 99.628 Td /F4 8.7 Tf [(12)] TJ ET 0.271 0.267 0.267 rg BT 553.605 102.717 Td /F1 8.7 Tf [(,)] TJ ET 0.267 0.267 0.267 rg BT 556.361 99.628 Td /F4 8.7 Tf [(13)] TJ ET 0.271 0.267 0.267 rg BT 26.250 82.229 Td /F1 9.8 Tf [(geospatial cluster identification,)] TJ ET 0.267 0.267 0.267 rg BT 183.108 84.184 Td /F4 8.7 Tf [(14)] TJ ET 0.271 0.267 0.267 rg BT 195.172 82.229 Td /F1 9.8 Tf [( and crime tracking)] TJ ET 0.267 0.267 0.267 rg BT 290.293 84.184 Td /F4 8.7 Tf [(15)] TJ ET 0.271 0.267 0.267 rg BT 302.357 82.229 Td /F1 9.8 Tf [( may help refine the sensitivity and specificity as well )] TJ ET BT 26.250 66.785 Td /F1 9.8 Tf [(as classify postings into relevant categories such as personal, informative and other.)] TJ ET 0.267 0.267 0.267 rg BT 441.580 68.740 Td /F4 8.7 Tf [(16)] TJ ET 0.271 0.267 0.267 rg BT 453.644 66.785 Td /F1 9.8 Tf [( Additionally, by )] TJ ET BT 26.250 51.341 Td /F1 9.8 Tf [(comparing newly observed data against temporally adjusted keyword frequencies, it is possible to identify )] TJ ET Q q 225.000 0 0 202.500 35.250 564.750 cm /I18 Do Q q 0.000 0.000 0.000 rg BT 291.710 18.032 Td /F5 11.0 Tf [(4)] TJ ET BT 25.000 18.032 Td /F5 11.0 Tf [(PLOS Currents Disasters)] TJ ET Q endstream endobj 154 0 obj << /Type /Annot /Subtype /Link /A 155 0 R /Border [0 0 0] /H /I /Rect [ 35.2500 564.7500 260.2500 767.2500 ] >> endobj 155 0 obj << /Type /Action /S /URI /URI (https://currents.plos.org/disasters/files/2013/06/map_boston_marathon_tweets2-2.png) >> endobj 156 0 obj << /Type /XObject /Subtype /Image /Width 300 /Height 270 /Filter /FlateDecode /DecodeParms << /Predictor 15 /Colors 1 /Columns 300 /BitsPerComponent 8>> /ColorSpace /DeviceGray /BitsPerComponent 8 /Length 569>> stream xA 0 =fy9뀟\ endstream endobj 157 0 obj << /Type /XObject /Subtype /Image /Width 300 /Height 270 /SMask 156 0 R /Filter /FlateDecode /DecodeParms << /Predictor 15 /Colors 3 /Columns 300 /BitsPerComponent 8>> /ColorSpace /DeviceRGB /BitsPerComponent 8 /Length 75967>> stream xilz}U^=w;w{~6' H'",`D Oa) 9`ŀdt=s5U׮vs-׏U_}S}SsD&0gSƅ*!Djİ0d8qyPY2uFaFf P^*2~ʠ [EK0Z߈GסQ- ϊt[ۥm% !dFuә3 KhRѕѷx>~) UaT'o߄=5ӉvQIB(OA.qIVDwbrԍNt<&O'ykCKެP,E(hz@Ea vuU;H)2B_ _e*/_8:]{6O>{\W}6n\n mN1y>O$Y G"O'F1-e=4Ep &յd5Ҳ R'V!Vn22{ХjTɢ( Xyz0bAt0k(~v1Hإnt8痺T 8+ΥRb <*0ziS„O\8[AˋDP7:2[0A"MAtK^mxUŐyj_L7_h/ޗQXRpÝ~]{I+_:lX6.Z՟FB:*\yZ^7g".Xm^:7B*HTFn(A|*<25Z֔ZA+V! 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The inclusion of geographical data allows these spikes to be geographically )] TJ ET BT 26.250 749.201 Td /F1 9.8 Tf [(adjusted, as well. Prospective data collection could also harness larger and other streams of crowdsourced data, )] TJ ET BT 26.250 733.757 Td /F1 9.8 Tf [(and use more comprehensive emergency-related keywords and language processing to increase the sensitivity )] TJ ET BT 26.250 718.313 Td /F1 9.8 Tf [(of this data source. The analysis of multiple keywords could further improve these prior probabilities by )] TJ ET BT 26.250 702.869 Td /F1 9.8 Tf [(reducing the impact of single false positive keywords derived from benign events.)] TJ ET BT 26.250 679.925 Td /F1 9.8 Tf [(In the wake of the explosions, Twitter became a news source for many individuals, which allowed unvetted )] TJ ET BT 26.250 664.481 Td /F1 9.8 Tf [(information to enter the public sphere. For example, in our keyword analysis, we see two tweets that blamed )] TJ ET BT 26.250 649.037 Td /F1 9.8 Tf [(individuals from Korea for the explosions \(SM Table 1 and SM Table 2\). This misinformation  which may be )] TJ ET BT 26.250 633.593 Td /F1 9.8 Tf [(posted in a practically anonymous fashion  is difficult to correct or expunge once it has been cited by the )] TJ ET BT 26.250 618.149 Td /F1 9.8 Tf [(media or shared extensively on social media platforms.)] TJ ET BT 26.250 595.205 Td /F1 9.8 Tf [(Given this risk, the sensitivity and specificity of notifications must be optimized using the perceived cost of )] TJ ET BT 26.250 579.761 Td /F1 9.8 Tf [(intervention \(e.g. unnecessary investigation\) and the opportunity cost of not reacting when appropriate \(e.g. )] TJ ET BT 26.250 564.317 Td /F1 9.8 Tf [(delay in care\). In events that unfold over a longer period of time, or require more in-depth investigation, it is )] TJ ET BT 26.250 548.873 Td /F1 9.8 Tf [(possible that the dangerous impact of false positives may be reduced, or that the data may be weighted to )] TJ ET BT 26.250 533.429 Td /F1 9.8 Tf [(mitigate unwanted consequences.)] TJ ET BT 26.250 510.485 Td /F1 9.8 Tf [(There is a real opportunity to make use of Twitter streams and other social media data to expedite public )] TJ ET BT 26.250 495.041 Td /F1 9.8 Tf [(health, safety, or medical response in crises. Approaches to actively survey social media to complement )] TJ ET BT 26.250 479.597 Td /F1 9.8 Tf [(traditional approaches to situation awareness after emergency events should be developed which integrate )] TJ ET BT 26.250 464.153 Td /F1 9.8 Tf [(with existing analysis and alerting infrastructure.)] TJ ET BT 26.250 423.358 Td /F4 12.0 Tf [(Acknowledgements)] TJ ET BT 26.250 399.701 Td /F1 9.8 Tf [(We thank Clark Freifeld, John Grieb, James Daniel, Patrick Simon and Steven Climans for their assistance and )] TJ ET BT 26.250 384.257 Td /F1 9.8 Tf [(expertise.)] TJ ET BT 26.250 350.962 Td /F4 12.0 Tf [(APPENDIX 1)] TJ ET BT 26.250 309.454 Td /F4 12.0 Tf [(Supplementary Table 1)] TJ ET Q q 15.000 298.152 577.500 478.848 re W n 0.271 0.267 0.267 rg BT 26.250 764.645 Td /F1 9.8 Tf [(aberrant spikes in keyword use. The inclusion of geographical data allows these spikes to be geographically )] TJ ET BT 26.250 749.201 Td /F1 9.8 Tf [(adjusted, as well. Prospective data collection could also harness larger and other streams of crowdsourced data, )] TJ ET BT 26.250 733.757 Td /F1 9.8 Tf [(and use more comprehensive emergency-related keywords and language processing to increase the sensitivity )] TJ ET BT 26.250 718.313 Td /F1 9.8 Tf [(of this data source. The analysis of multiple keywords could further improve these prior probabilities by )] TJ ET BT 26.250 702.869 Td /F1 9.8 Tf [(reducing the impact of single false positive keywords derived from benign events.)] TJ ET BT 26.250 679.925 Td /F1 9.8 Tf [(In the wake of the explosions, Twitter became a news source for many individuals, which allowed unvetted )] TJ ET BT 26.250 664.481 Td /F1 9.8 Tf [(information to enter the public sphere. For example, in our keyword analysis, we see two tweets that blamed )] TJ ET BT 26.250 649.037 Td /F1 9.8 Tf [(individuals from Korea for the explosions \(SM Table 1 and SM Table 2\). This misinformation  which may be )] TJ ET BT 26.250 633.593 Td /F1 9.8 Tf [(posted in a practically anonymous fashion  is difficult to correct or expunge once it has been cited by the )] TJ ET BT 26.250 618.149 Td /F1 9.8 Tf [(media or shared extensively on social media platforms.)] TJ ET BT 26.250 595.205 Td /F1 9.8 Tf [(Given this risk, the sensitivity and specificity of notifications must be optimized using the perceived cost of )] TJ ET BT 26.250 579.761 Td /F1 9.8 Tf [(intervention \(e.g. unnecessary investigation\) and the opportunity cost of not reacting when appropriate \(e.g. )] TJ ET BT 26.250 564.317 Td /F1 9.8 Tf [(delay in care\). In events that unfold over a longer period of time, or require more in-depth investigation, it is )] TJ ET BT 26.250 548.873 Td /F1 9.8 Tf [(possible that the dangerous impact of false positives may be reduced, or that the data may be weighted to )] TJ ET BT 26.250 533.429 Td /F1 9.8 Tf [(mitigate unwanted consequences.)] TJ ET BT 26.250 510.485 Td /F1 9.8 Tf [(There is a real opportunity to make use of Twitter streams and other social media data to expedite public )] TJ ET BT 26.250 495.041 Td /F1 9.8 Tf [(health, safety, or medical response in crises. Approaches to actively survey social media to complement )] TJ ET BT 26.250 479.597 Td /F1 9.8 Tf [(traditional approaches to situation awareness after emergency events should be developed which integrate )] TJ ET BT 26.250 464.153 Td /F1 9.8 Tf [(with existing analysis and alerting infrastructure.)] TJ ET BT 26.250 423.358 Td /F4 12.0 Tf [(Acknowledgements)] TJ ET BT 26.250 399.701 Td /F1 9.8 Tf [(We thank Clark Freifeld, John Grieb, James Daniel, Patrick Simon and Steven Climans for their assistance and )] TJ ET BT 26.250 384.257 Td /F1 9.8 Tf [(expertise.)] TJ ET BT 26.250 350.962 Td /F4 12.0 Tf [(APPENDIX 1)] TJ ET BT 26.250 309.454 Td /F4 12.0 Tf [(Supplementary Table 1)] TJ ET Q q 15.000 298.152 577.500 478.848 re W n 0.271 0.267 0.267 rg BT 26.250 764.645 Td /F1 9.8 Tf [(aberrant spikes in keyword use. The inclusion of geographical data allows these spikes to be geographically )] TJ ET BT 26.250 749.201 Td /F1 9.8 Tf [(adjusted, as well. Prospective data collection could also harness larger and other streams of crowdsourced data, )] TJ ET BT 26.250 733.757 Td /F1 9.8 Tf [(and use more comprehensive emergency-related keywords and language processing to increase the sensitivity )] TJ ET BT 26.250 718.313 Td /F1 9.8 Tf [(of this data source. The analysis of multiple keywords could further improve these prior probabilities by )] TJ ET BT 26.250 702.869 Td /F1 9.8 Tf [(reducing the impact of single false positive keywords derived from benign events.)] TJ ET BT 26.250 679.925 Td /F1 9.8 Tf [(In the wake of the explosions, Twitter became a news source for many individuals, which allowed unvetted )] TJ ET BT 26.250 664.481 Td /F1 9.8 Tf [(information to enter the public sphere. For example, in our keyword analysis, we see two tweets that blamed )] TJ ET BT 26.250 649.037 Td /F1 9.8 Tf [(individuals from Korea for the explosions \(SM Table 1 and SM Table 2\). This misinformation  which may be )] TJ ET BT 26.250 633.593 Td /F1 9.8 Tf [(posted in a practically anonymous fashion  is difficult to correct or expunge once it has been cited by the )] TJ ET BT 26.250 618.149 Td /F1 9.8 Tf [(media or shared extensively on social media platforms.)] TJ ET BT 26.250 595.205 Td /F1 9.8 Tf [(Given this risk, the sensitivity and specificity of notifications must be optimized using the perceived cost of )] TJ ET BT 26.250 579.761 Td /F1 9.8 Tf [(intervention \(e.g. unnecessary investigation\) and the opportunity cost of not reacting when appropriate \(e.g. )] TJ ET BT 26.250 564.317 Td /F1 9.8 Tf [(delay in care\). In events that unfold over a longer period of time, or require more in-depth investigation, it is )] TJ ET BT 26.250 548.873 Td /F1 9.8 Tf [(possible that the dangerous impact of false positives may be reduced, or that the data may be weighted to )] TJ ET BT 26.250 533.429 Td /F1 9.8 Tf [(mitigate unwanted consequences.)] TJ ET BT 26.250 510.485 Td /F1 9.8 Tf [(There is a real opportunity to make use of Twitter streams and other social media data to expedite public )] TJ ET BT 26.250 495.041 Td /F1 9.8 Tf [(health, safety, or medical response in crises. Approaches to actively survey social media to complement )] TJ ET BT 26.250 479.597 Td /F1 9.8 Tf [(traditional approaches to situation awareness after emergency events should be developed which integrate )] TJ ET BT 26.250 464.153 Td /F1 9.8 Tf [(with existing analysis and alerting infrastructure.)] TJ ET BT 26.250 423.358 Td /F4 12.0 Tf [(Acknowledgements)] TJ ET BT 26.250 399.701 Td /F1 9.8 Tf [(We thank Clark Freifeld, John Grieb, James Daniel, Patrick Simon and Steven Climans for their assistance and )] TJ ET BT 26.250 384.257 Td /F1 9.8 Tf [(expertise.)] TJ ET BT 26.250 350.962 Td /F4 12.0 Tf [(APPENDIX 1)] TJ ET BT 26.250 309.454 Td /F4 12.0 Tf [(Supplementary Table 1)] TJ ET Q q 0.000 0.000 0.000 rg BT 291.710 18.032 Td /F5 11.0 Tf [(5)] TJ ET BT 25.000 18.032 Td /F5 11.0 Tf [(PLOS Currents Disasters)] TJ ET Q endstream endobj 230 0 obj << /Type /Page /Parent 3 0 R /Contents 231 0 R >> endobj 231 0 obj << /Length 34771 >> stream 0.271 0.267 0.267 rg q 15.000 77.820 577.500 699.180 re W n q 26.250 777.000 555.000 0.000 re W n Q 0.965 0.965 0.965 rg 26.250 750.870 555.000 26.130 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 580.500 776.250 l 27.000 776.250 l f 581.250 777.000 m 581.250 750.870 l 580.500 750.870 l 580.500 776.250 l f 26.250 777.000 m 26.250 750.870 l 27.000 750.870 l 27.000 776.250 l f 0.271 0.267 0.267 rg BT 33.000 760.746 Td /F1 9.0 Tf [(Keywords beginning with stem word explo  within first 20 minutes)] TJ ET 1.000 1.000 1.000 rg 26.250 77.820 555.000 673.050 re f 0.267 0.267 0.267 rg 26.625 749.745 554.250 0.750 re f 26.625 731.595 0.750 18.900 re f 580.125 731.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 738.075 Td /F1 9.8 Tf [(There was just an explosion at Copley...seriously. Wtf...)] TJ ET 0.267 0.267 0.267 rg 26.625 731.595 554.250 0.750 re f 26.625 703.545 0.750 28.800 re f 580.125 703.545 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 719.925 Td /F1 9.8 Tf [(Two explosions just rocked the finish line of the Boston Marathon. Sirens galore. People running in fear. )] TJ ET BT 31.875 710.025 Td /F1 9.8 Tf [(Wonder what happened.)] TJ ET 0.267 0.267 0.267 rg 26.625 703.545 554.250 0.750 re f 26.625 685.395 0.750 18.900 re f 580.125 685.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 691.875 Td /F1 9.8 Tf [(Did something just explode & twice in town? @*****)] TJ ET 0.267 0.267 0.267 rg 26.625 685.395 554.250 0.750 re f 26.625 667.245 0.750 18.900 re f 580.125 667.245 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 673.725 Td /F1 9.8 Tf [(Just heard two large explosions at the #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 667.245 554.250 0.750 re f 26.625 649.095 0.750 18.900 re f 580.125 649.095 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 655.575 Td /F1 9.8 Tf [(2 explosions just happened here on boylston st. #boston #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 649.095 554.250 0.750 re f 26.625 621.045 0.750 28.800 re f 580.125 621.045 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 637.425 Td /F1 9.8 Tf [(first something exploded and then they made everyone clear the way so an ambulance could go through... )] TJ ET BT 31.875 627.525 Td /F1 9.8 Tf [(#whathappened?)] TJ ET 0.267 0.267 0.267 rg 26.625 621.045 554.250 0.750 re f 26.625 602.895 0.750 18.900 re f 580.125 602.895 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 609.375 Td /F1 9.8 Tf [(can someone tell me what that explosion was!? #boston #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 602.895 554.250 0.750 re f 26.625 584.745 0.750 18.900 re f 580.125 584.745 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 591.225 Td /F1 9.8 Tf [(Holy **** there was explosions in Copley.)] TJ ET 0.267 0.267 0.267 rg 26.625 584.745 554.250 0.750 re f 26.625 556.695 0.750 28.800 re f 580.125 556.695 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 573.075 Td /F1 9.8 Tf [(@***** @***** RT: @***** Large explosion on the Boston Marathon route, area of 671 Boylston St. Possibly )] TJ ET BT 31.875 563.175 Td /F1 9.8 Tf [(60 people injured)] TJ ET 0.267 0.267 0.267 rg 26.625 556.695 554.250 0.750 re f 26.625 538.545 0.750 18.900 re f 580.125 538.545 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 545.025 Td /F1 9.8 Tf [(That explosion in Boston just shook my house)] TJ ET 0.267 0.267 0.267 rg 26.625 538.545 554.250 0.750 re f 26.625 520.395 0.750 18.900 re f 580.125 520.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 526.875 Td /F1 9.8 Tf [(Multiple explosions @ Boston Marathon)] TJ ET 0.267 0.267 0.267 rg 26.625 520.395 554.250 0.750 re f 26.625 492.345 0.750 28.800 re f 580.125 492.345 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 508.725 Td /F1 9.8 Tf [(BREAKING NEWS: Two powerful explosions detonated in quick succession right next to the Boston Marathon )] TJ ET BT 31.875 498.825 Td /F1 9.8 Tf [(finsh line this afternoon.)] TJ ET 0.267 0.267 0.267 rg 26.625 492.345 554.250 0.750 re f 26.625 474.195 0.750 18.900 re f 580.125 474.195 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 480.675 Td /F1 9.8 Tf [(There was just a ****ing explosion on boylston street)] TJ ET 0.267 0.267 0.267 rg 26.625 474.195 554.250 0.750 re f 26.625 456.045 0.750 18.900 re f 580.125 456.045 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 462.525 Td /F1 9.8 Tf [(Also what exploded)] TJ ET 0.267 0.267 0.267 rg 26.625 456.045 554.250 0.750 re f 26.625 427.995 0.750 28.800 re f 580.125 427.995 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 444.375 Td /F1 9.8 Tf [(And then this. Why? @*****: RT @*****: Live video from scene of Boston Marathon explosion )] TJ ET BT 31.875 434.475 Td /F1 9.8 Tf [(http://t.co/mYxdURqnT8)] TJ ET 0.267 0.267 0.267 rg 26.625 427.995 554.250 0.750 re f 26.625 409.845 0.750 18.900 re f 580.125 409.845 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 416.325 Td /F1 9.8 Tf [(what exploded)] TJ ET 0.267 0.267 0.267 rg 26.625 409.845 554.250 0.750 re f 26.625 381.795 0.750 28.800 re f 580.125 381.795 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 398.175 Td /F1 9.8 Tf [(BREAKING NEWS: Two powerful explosions detonated in quick succession right next to the Boston Marathon )] TJ ET BT 31.875 388.275 Td /F1 9.8 Tf [(finsh line this afternoon.)] TJ ET 0.267 0.267 0.267 rg 26.625 381.795 554.250 0.750 re f 26.625 353.745 0.750 28.800 re f 580.125 353.745 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 370.125 Td /F1 9.8 Tf [(I am fine, I was literally by where the explosions happened less than 1 hour ago, my office is right by finish )] TJ ET BT 31.875 360.225 Td /F1 9.8 Tf [(line)] TJ ET 0.267 0.267 0.267 rg 26.625 353.745 554.250 0.750 re f 26.625 335.595 0.750 18.900 re f 580.125 335.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 342.075 Td /F1 9.8 Tf [(@***** I heard a loud BOOM and they are saying there were two explosions, seems many hurt)] TJ ET 0.267 0.267 0.267 rg 26.625 335.595 554.250 0.750 re f 26.625 317.445 0.750 18.900 re f 580.125 317.445 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 323.925 Td /F1 9.8 Tf [(#BostonMarathon explosion, why why why !!!! http://t.co/eAGDM8F8wH)] TJ ET 0.267 0.267 0.267 rg 26.625 317.445 554.250 0.750 re f 26.625 299.295 0.750 18.900 re f 580.125 299.295 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 305.775 Td /F1 9.8 Tf [(That explosion was definitely set up ....)] TJ ET 0.267 0.267 0.267 rg 26.625 299.295 554.250 0.750 re f 26.625 281.145 0.750 18.900 re f 580.125 281.145 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 287.625 Td /F1 9.8 Tf [(were the explosions terrorist attacks?)] TJ ET 0.267 0.267 0.267 rg 26.625 281.145 554.250 0.750 re f 26.625 262.995 0.750 18.900 re f 580.125 262.995 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 269.475 Td /F1 9.8 Tf [("@*****: This explosion is scary)] TJ ET 0.267 0.267 0.267 rg 26.625 262.995 554.250 0.750 re f 26.625 234.945 0.750 28.800 re f 580.125 234.945 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 251.325 Td /F1 9.8 Tf [(Jesus. MT @*****: Aerial shot of the finish line were the explosions happened. \(Fox #Boston\) )] TJ ET BT 31.875 241.425 Td /F1 9.8 Tf [(http://t.co/8i86l45XlO)] TJ ET 0.267 0.267 0.267 rg 26.625 234.945 554.250 0.750 re f 26.625 206.895 0.750 28.800 re f 580.125 206.895 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 223.275 Td /F1 9.8 Tf [(Multiple people are injured near the Boston Marathon finish line after two explosions. The #BostonMarathon )] TJ ET BT 31.875 213.375 Td /F1 9.8 Tf [(has been stopped.)] TJ ET 0.267 0.267 0.267 rg 26.625 206.895 554.250 0.750 re f 26.625 188.745 0.750 18.900 re f 580.125 188.745 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 195.225 Td /F1 9.8 Tf [(What explosion lol)] TJ ET 0.267 0.267 0.267 rg 26.625 188.745 554.250 0.750 re f 26.625 170.595 0.750 18.900 re f 580.125 170.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 177.075 Td /F1 9.8 Tf [(I hope everyone is okay at the marathon from the explosion)] TJ ET 0.267 0.267 0.267 rg 26.625 170.595 554.250 0.750 re f 26.625 142.545 0.750 28.800 re f 580.125 142.545 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 158.925 Td /F1 9.8 Tf [(Holy ****. Prayers go out to those injured/effected by the explosions at the finish line. Hopefully nothing else )] TJ ET BT 31.875 149.025 Td /F1 9.8 Tf [(happens.)] TJ ET 0.267 0.267 0.267 rg 26.625 142.545 554.250 0.750 re f 26.625 124.395 0.750 18.900 re f 580.125 124.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 130.875 Td /F1 9.8 Tf [(2 explosions at Boston marathon)] TJ ET 0.267 0.267 0.267 rg 26.625 124.395 554.250 0.750 re f 26.625 96.345 0.750 28.800 re f 580.125 96.345 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 112.725 Td /F1 9.8 Tf [(So scared. Stuck in Boston because my car won't start and probably won't be able to get out bc of the )] TJ ET BT 31.875 102.825 Td /F1 9.8 Tf [(explosions. Hope everyone is okay.)] TJ ET 0.267 0.267 0.267 rg 26.625 96.345 554.250 0.750 re f 26.625 78.195 554.250 0.750 re f 26.625 78.195 0.750 18.900 re f 580.125 78.195 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 84.675 Td /F1 9.8 Tf [(Bomb just exploded at the Boston Marathon #bostonmarathon)] TJ ET Q q 15.000 77.820 577.500 699.180 re W n q 26.250 777.000 555.000 0.000 re W n Q 0.965 0.965 0.965 rg 26.250 750.870 555.000 26.130 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 580.500 776.250 l 27.000 776.250 l f 581.250 777.000 m 581.250 750.870 l 580.500 750.870 l 580.500 776.250 l f 26.250 777.000 m 26.250 750.870 l 27.000 750.870 l 27.000 776.250 l f 0.271 0.267 0.267 rg BT 33.000 760.746 Td /F1 9.0 Tf [(Keywords beginning with stem word explo  within first 20 minutes)] TJ ET 1.000 1.000 1.000 rg 26.250 77.820 555.000 673.050 re f 0.267 0.267 0.267 rg 26.625 749.745 554.250 0.750 re f 26.625 731.595 0.750 18.900 re f 580.125 731.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 738.075 Td /F1 9.8 Tf [(There was just an explosion at Copley...seriously. Wtf...)] TJ ET 0.267 0.267 0.267 rg 26.625 731.595 554.250 0.750 re f 26.625 703.545 0.750 28.800 re f 580.125 703.545 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 719.925 Td /F1 9.8 Tf [(Two explosions just rocked the finish line of the Boston Marathon. Sirens galore. People running in fear. )] TJ ET BT 31.875 710.025 Td /F1 9.8 Tf [(Wonder what happened.)] TJ ET 0.267 0.267 0.267 rg 26.625 703.545 554.250 0.750 re f 26.625 685.395 0.750 18.900 re f 580.125 685.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 691.875 Td /F1 9.8 Tf [(Did something just explode & twice in town? @*****)] TJ ET 0.267 0.267 0.267 rg 26.625 685.395 554.250 0.750 re f 26.625 667.245 0.750 18.900 re f 580.125 667.245 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 673.725 Td /F1 9.8 Tf [(Just heard two large explosions at the #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 667.245 554.250 0.750 re f 26.625 649.095 0.750 18.900 re f 580.125 649.095 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 655.575 Td /F1 9.8 Tf [(2 explosions just happened here on boylston st. #boston #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 649.095 554.250 0.750 re f 26.625 621.045 0.750 28.800 re f 580.125 621.045 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 637.425 Td /F1 9.8 Tf [(first something exploded and then they made everyone clear the way so an ambulance could go through... )] TJ ET BT 31.875 627.525 Td /F1 9.8 Tf [(#whathappened?)] TJ ET 0.267 0.267 0.267 rg 26.625 621.045 554.250 0.750 re f 26.625 602.895 0.750 18.900 re f 580.125 602.895 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 609.375 Td /F1 9.8 Tf [(can someone tell me what that explosion was!? #boston #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 602.895 554.250 0.750 re f 26.625 584.745 0.750 18.900 re f 580.125 584.745 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 591.225 Td /F1 9.8 Tf [(Holy **** there was explosions in Copley.)] TJ ET 0.267 0.267 0.267 rg 26.625 584.745 554.250 0.750 re f 26.625 556.695 0.750 28.800 re f 580.125 556.695 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 573.075 Td /F1 9.8 Tf [(@***** @***** RT: @***** Large explosion on the Boston Marathon route, area of 671 Boylston St. Possibly )] TJ ET BT 31.875 563.175 Td /F1 9.8 Tf [(60 people injured)] TJ ET 0.267 0.267 0.267 rg 26.625 556.695 554.250 0.750 re f 26.625 538.545 0.750 18.900 re f 580.125 538.545 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 545.025 Td /F1 9.8 Tf [(That explosion in Boston just shook my house)] TJ ET 0.267 0.267 0.267 rg 26.625 538.545 554.250 0.750 re f 26.625 520.395 0.750 18.900 re f 580.125 520.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 526.875 Td /F1 9.8 Tf [(Multiple explosions @ Boston Marathon)] TJ ET 0.267 0.267 0.267 rg 26.625 520.395 554.250 0.750 re f 26.625 492.345 0.750 28.800 re f 580.125 492.345 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 508.725 Td /F1 9.8 Tf [(BREAKING NEWS: Two powerful explosions detonated in quick succession right next to the Boston Marathon )] TJ ET BT 31.875 498.825 Td /F1 9.8 Tf [(finsh line this afternoon.)] TJ ET 0.267 0.267 0.267 rg 26.625 492.345 554.250 0.750 re f 26.625 474.195 0.750 18.900 re f 580.125 474.195 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 480.675 Td /F1 9.8 Tf [(There was just a ****ing explosion on boylston street)] TJ ET 0.267 0.267 0.267 rg 26.625 474.195 554.250 0.750 re f 26.625 456.045 0.750 18.900 re f 580.125 456.045 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 462.525 Td /F1 9.8 Tf [(Also what exploded)] TJ ET 0.267 0.267 0.267 rg 26.625 456.045 554.250 0.750 re f 26.625 427.995 0.750 28.800 re f 580.125 427.995 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 444.375 Td /F1 9.8 Tf [(And then this. Why? @*****: RT @*****: Live video from scene of Boston Marathon explosion )] TJ ET BT 31.875 434.475 Td /F1 9.8 Tf [(http://t.co/mYxdURqnT8)] TJ ET 0.267 0.267 0.267 rg 26.625 427.995 554.250 0.750 re f 26.625 409.845 0.750 18.900 re f 580.125 409.845 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 416.325 Td /F1 9.8 Tf [(what exploded)] TJ ET 0.267 0.267 0.267 rg 26.625 409.845 554.250 0.750 re f 26.625 381.795 0.750 28.800 re f 580.125 381.795 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 398.175 Td /F1 9.8 Tf [(BREAKING NEWS: Two powerful explosions detonated in quick succession right next to the Boston Marathon )] TJ ET BT 31.875 388.275 Td /F1 9.8 Tf [(finsh line this afternoon.)] TJ ET 0.267 0.267 0.267 rg 26.625 381.795 554.250 0.750 re f 26.625 353.745 0.750 28.800 re f 580.125 353.745 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 370.125 Td /F1 9.8 Tf [(I am fine, I was literally by where the explosions happened less than 1 hour ago, my office is right by finish )] TJ ET BT 31.875 360.225 Td /F1 9.8 Tf [(line)] TJ ET 0.267 0.267 0.267 rg 26.625 353.745 554.250 0.750 re f 26.625 335.595 0.750 18.900 re f 580.125 335.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 342.075 Td /F1 9.8 Tf [(@***** I heard a loud BOOM and they are saying there were two explosions, seems many hurt)] TJ ET 0.267 0.267 0.267 rg 26.625 335.595 554.250 0.750 re f 26.625 317.445 0.750 18.900 re f 580.125 317.445 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 323.925 Td /F1 9.8 Tf [(#BostonMarathon explosion, why why why !!!! http://t.co/eAGDM8F8wH)] TJ ET 0.267 0.267 0.267 rg 26.625 317.445 554.250 0.750 re f 26.625 299.295 0.750 18.900 re f 580.125 299.295 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 305.775 Td /F1 9.8 Tf [(That explosion was definitely set up ....)] TJ ET 0.267 0.267 0.267 rg 26.625 299.295 554.250 0.750 re f 26.625 281.145 0.750 18.900 re f 580.125 281.145 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 287.625 Td /F1 9.8 Tf [(were the explosions terrorist attacks?)] TJ ET 0.267 0.267 0.267 rg 26.625 281.145 554.250 0.750 re f 26.625 262.995 0.750 18.900 re f 580.125 262.995 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 269.475 Td /F1 9.8 Tf [("@*****: This explosion is scary)] TJ ET 0.267 0.267 0.267 rg 26.625 262.995 554.250 0.750 re f 26.625 234.945 0.750 28.800 re f 580.125 234.945 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 251.325 Td /F1 9.8 Tf [(Jesus. MT @*****: Aerial shot of the finish line were the explosions happened. \(Fox #Boston\) )] TJ ET BT 31.875 241.425 Td /F1 9.8 Tf [(http://t.co/8i86l45XlO)] TJ ET 0.267 0.267 0.267 rg 26.625 234.945 554.250 0.750 re f 26.625 206.895 0.750 28.800 re f 580.125 206.895 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 223.275 Td /F1 9.8 Tf [(Multiple people are injured near the Boston Marathon finish line after two explosions. The #BostonMarathon )] TJ ET BT 31.875 213.375 Td /F1 9.8 Tf [(has been stopped.)] TJ ET 0.267 0.267 0.267 rg 26.625 206.895 554.250 0.750 re f 26.625 188.745 0.750 18.900 re f 580.125 188.745 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 195.225 Td /F1 9.8 Tf [(What explosion lol)] TJ ET 0.267 0.267 0.267 rg 26.625 188.745 554.250 0.750 re f 26.625 170.595 0.750 18.900 re f 580.125 170.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 177.075 Td /F1 9.8 Tf [(I hope everyone is okay at the marathon from the explosion)] TJ ET 0.267 0.267 0.267 rg 26.625 170.595 554.250 0.750 re f 26.625 142.545 0.750 28.800 re f 580.125 142.545 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 158.925 Td /F1 9.8 Tf [(Holy ****. Prayers go out to those injured/effected by the explosions at the finish line. Hopefully nothing else )] TJ ET BT 31.875 149.025 Td /F1 9.8 Tf [(happens.)] TJ ET 0.267 0.267 0.267 rg 26.625 142.545 554.250 0.750 re f 26.625 124.395 0.750 18.900 re f 580.125 124.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 130.875 Td /F1 9.8 Tf [(2 explosions at Boston marathon)] TJ ET 0.267 0.267 0.267 rg 26.625 124.395 554.250 0.750 re f 26.625 96.345 0.750 28.800 re f 580.125 96.345 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 112.725 Td /F1 9.8 Tf [(So scared. Stuck in Boston because my car won't start and probably won't be able to get out bc of the )] TJ ET BT 31.875 102.825 Td /F1 9.8 Tf [(explosions. Hope everyone is okay.)] TJ ET 0.267 0.267 0.267 rg 26.625 96.345 554.250 0.750 re f 26.625 78.195 554.250 0.750 re f 26.625 78.195 0.750 18.900 re f 580.125 78.195 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 84.675 Td /F1 9.8 Tf [(Bomb just exploded at the Boston Marathon #bostonmarathon)] TJ ET Q q 15.000 77.820 577.500 699.180 re W n q 26.250 777.000 555.000 0.000 re W n Q 0.965 0.965 0.965 rg 26.250 750.870 555.000 26.130 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 580.500 776.250 l 27.000 776.250 l f 581.250 777.000 m 581.250 750.870 l 580.500 750.870 l 580.500 776.250 l f 26.250 777.000 m 26.250 750.870 l 27.000 750.870 l 27.000 776.250 l f 0.271 0.267 0.267 rg BT 33.000 760.746 Td /F1 9.0 Tf [(Keywords beginning with stem word explo  within first 20 minutes)] TJ ET 1.000 1.000 1.000 rg 26.250 77.820 555.000 673.050 re f 0.267 0.267 0.267 rg 26.625 749.745 554.250 0.750 re f 26.625 731.595 0.750 18.900 re f 580.125 731.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 738.075 Td /F1 9.8 Tf [(There was just an explosion at Copley...seriously. Wtf...)] TJ ET 0.267 0.267 0.267 rg 26.625 731.595 554.250 0.750 re f 26.625 703.545 0.750 28.800 re f 580.125 703.545 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 719.925 Td /F1 9.8 Tf [(Two explosions just rocked the finish line of the Boston Marathon. Sirens galore. People running in fear. )] TJ ET BT 31.875 710.025 Td /F1 9.8 Tf [(Wonder what happened.)] TJ ET 0.267 0.267 0.267 rg 26.625 703.545 554.250 0.750 re f 26.625 685.395 0.750 18.900 re f 580.125 685.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 691.875 Td /F1 9.8 Tf [(Did something just explode & twice in town? @*****)] TJ ET 0.267 0.267 0.267 rg 26.625 685.395 554.250 0.750 re f 26.625 667.245 0.750 18.900 re f 580.125 667.245 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 673.725 Td /F1 9.8 Tf [(Just heard two large explosions at the #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 667.245 554.250 0.750 re f 26.625 649.095 0.750 18.900 re f 580.125 649.095 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 655.575 Td /F1 9.8 Tf [(2 explosions just happened here on boylston st. #boston #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 649.095 554.250 0.750 re f 26.625 621.045 0.750 28.800 re f 580.125 621.045 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 637.425 Td /F1 9.8 Tf [(first something exploded and then they made everyone clear the way so an ambulance could go through... )] TJ ET BT 31.875 627.525 Td /F1 9.8 Tf [(#whathappened?)] TJ ET 0.267 0.267 0.267 rg 26.625 621.045 554.250 0.750 re f 26.625 602.895 0.750 18.900 re f 580.125 602.895 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 609.375 Td /F1 9.8 Tf [(can someone tell me what that explosion was!? #boston #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 602.895 554.250 0.750 re f 26.625 584.745 0.750 18.900 re f 580.125 584.745 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 591.225 Td /F1 9.8 Tf [(Holy **** there was explosions in Copley.)] TJ ET 0.267 0.267 0.267 rg 26.625 584.745 554.250 0.750 re f 26.625 556.695 0.750 28.800 re f 580.125 556.695 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 573.075 Td /F1 9.8 Tf [(@***** @***** RT: @***** Large explosion on the Boston Marathon route, area of 671 Boylston St. Possibly )] TJ ET BT 31.875 563.175 Td /F1 9.8 Tf [(60 people injured)] TJ ET 0.267 0.267 0.267 rg 26.625 556.695 554.250 0.750 re f 26.625 538.545 0.750 18.900 re f 580.125 538.545 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 545.025 Td /F1 9.8 Tf [(That explosion in Boston just shook my house)] TJ ET 0.267 0.267 0.267 rg 26.625 538.545 554.250 0.750 re f 26.625 520.395 0.750 18.900 re f 580.125 520.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 526.875 Td /F1 9.8 Tf [(Multiple explosions @ Boston Marathon)] TJ ET 0.267 0.267 0.267 rg 26.625 520.395 554.250 0.750 re f 26.625 492.345 0.750 28.800 re f 580.125 492.345 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 508.725 Td /F1 9.8 Tf [(BREAKING NEWS: Two powerful explosions detonated in quick succession right next to the Boston Marathon )] TJ ET BT 31.875 498.825 Td /F1 9.8 Tf [(finsh line this afternoon.)] TJ ET 0.267 0.267 0.267 rg 26.625 492.345 554.250 0.750 re f 26.625 474.195 0.750 18.900 re f 580.125 474.195 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 480.675 Td /F1 9.8 Tf [(There was just a ****ing explosion on boylston street)] TJ ET 0.267 0.267 0.267 rg 26.625 474.195 554.250 0.750 re f 26.625 456.045 0.750 18.900 re f 580.125 456.045 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 462.525 Td /F1 9.8 Tf [(Also what exploded)] TJ ET 0.267 0.267 0.267 rg 26.625 456.045 554.250 0.750 re f 26.625 427.995 0.750 28.800 re f 580.125 427.995 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 444.375 Td /F1 9.8 Tf [(And then this. Why? @*****: RT @*****: Live video from scene of Boston Marathon explosion )] TJ ET BT 31.875 434.475 Td /F1 9.8 Tf [(http://t.co/mYxdURqnT8)] TJ ET 0.267 0.267 0.267 rg 26.625 427.995 554.250 0.750 re f 26.625 409.845 0.750 18.900 re f 580.125 409.845 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 416.325 Td /F1 9.8 Tf [(what exploded)] TJ ET 0.267 0.267 0.267 rg 26.625 409.845 554.250 0.750 re f 26.625 381.795 0.750 28.800 re f 580.125 381.795 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 398.175 Td /F1 9.8 Tf [(BREAKING NEWS: Two powerful explosions detonated in quick succession right next to the Boston Marathon )] TJ ET BT 31.875 388.275 Td /F1 9.8 Tf [(finsh line this afternoon.)] TJ ET 0.267 0.267 0.267 rg 26.625 381.795 554.250 0.750 re f 26.625 353.745 0.750 28.800 re f 580.125 353.745 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 370.125 Td /F1 9.8 Tf [(I am fine, I was literally by where the explosions happened less than 1 hour ago, my office is right by finish )] TJ ET BT 31.875 360.225 Td /F1 9.8 Tf [(line)] TJ ET 0.267 0.267 0.267 rg 26.625 353.745 554.250 0.750 re f 26.625 335.595 0.750 18.900 re f 580.125 335.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 342.075 Td /F1 9.8 Tf [(@***** I heard a loud BOOM and they are saying there were two explosions, seems many hurt)] TJ ET 0.267 0.267 0.267 rg 26.625 335.595 554.250 0.750 re f 26.625 317.445 0.750 18.900 re f 580.125 317.445 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 323.925 Td /F1 9.8 Tf [(#BostonMarathon explosion, why why why !!!! http://t.co/eAGDM8F8wH)] TJ ET 0.267 0.267 0.267 rg 26.625 317.445 554.250 0.750 re f 26.625 299.295 0.750 18.900 re f 580.125 299.295 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 305.775 Td /F1 9.8 Tf [(That explosion was definitely set up ....)] TJ ET 0.267 0.267 0.267 rg 26.625 299.295 554.250 0.750 re f 26.625 281.145 0.750 18.900 re f 580.125 281.145 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 287.625 Td /F1 9.8 Tf [(were the explosions terrorist attacks?)] TJ ET 0.267 0.267 0.267 rg 26.625 281.145 554.250 0.750 re f 26.625 262.995 0.750 18.900 re f 580.125 262.995 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 269.475 Td /F1 9.8 Tf [("@*****: This explosion is scary)] TJ ET 0.267 0.267 0.267 rg 26.625 262.995 554.250 0.750 re f 26.625 234.945 0.750 28.800 re f 580.125 234.945 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 251.325 Td /F1 9.8 Tf [(Jesus. MT @*****: Aerial shot of the finish line were the explosions happened. \(Fox #Boston\) )] TJ ET BT 31.875 241.425 Td /F1 9.8 Tf [(http://t.co/8i86l45XlO)] TJ ET 0.267 0.267 0.267 rg 26.625 234.945 554.250 0.750 re f 26.625 206.895 0.750 28.800 re f 580.125 206.895 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 223.275 Td /F1 9.8 Tf [(Multiple people are injured near the Boston Marathon finish line after two explosions. The #BostonMarathon )] TJ ET BT 31.875 213.375 Td /F1 9.8 Tf [(has been stopped.)] TJ ET 0.267 0.267 0.267 rg 26.625 206.895 554.250 0.750 re f 26.625 188.745 0.750 18.900 re f 580.125 188.745 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 195.225 Td /F1 9.8 Tf [(What explosion lol)] TJ ET 0.267 0.267 0.267 rg 26.625 188.745 554.250 0.750 re f 26.625 170.595 0.750 18.900 re f 580.125 170.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 177.075 Td /F1 9.8 Tf [(I hope everyone is okay at the marathon from the explosion)] TJ ET 0.267 0.267 0.267 rg 26.625 170.595 554.250 0.750 re f 26.625 142.545 0.750 28.800 re f 580.125 142.545 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 158.925 Td /F1 9.8 Tf [(Holy ****. Prayers go out to those injured/effected by the explosions at the finish line. Hopefully nothing else )] TJ ET BT 31.875 149.025 Td /F1 9.8 Tf [(happens.)] TJ ET 0.267 0.267 0.267 rg 26.625 142.545 554.250 0.750 re f 26.625 124.395 0.750 18.900 re f 580.125 124.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 130.875 Td /F1 9.8 Tf [(2 explosions at Boston marathon)] TJ ET 0.267 0.267 0.267 rg 26.625 124.395 554.250 0.750 re f 26.625 96.345 0.750 28.800 re f 580.125 96.345 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 112.725 Td /F1 9.8 Tf [(So scared. Stuck in Boston because my car won't start and probably won't be able to get out bc of the )] TJ ET BT 31.875 102.825 Td /F1 9.8 Tf [(explosions. Hope everyone is okay.)] TJ ET 0.267 0.267 0.267 rg 26.625 96.345 554.250 0.750 re f 26.625 78.195 554.250 0.750 re f 26.625 78.195 0.750 18.900 re f 580.125 78.195 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 84.675 Td /F1 9.8 Tf [(Bomb just exploded at the Boston Marathon #bostonmarathon)] TJ ET Q q 0.000 0.000 0.000 rg BT 291.710 18.032 Td /F5 11.0 Tf [(6)] TJ ET BT 25.000 18.032 Td /F5 11.0 Tf [(PLOS Currents Disasters)] TJ ET Q endstream endobj 232 0 obj << /Type /Page /Parent 3 0 R /Contents 233 0 R >> endobj 233 0 obj << /Length 10780 >> stream 0.271 0.267 0.267 rg 0.267 0.267 0.267 RG q 15.000 448.959 577.500 328.041 re W n 1.000 1.000 1.000 rg 26.250 569.475 555.000 207.525 re f 0.267 0.267 0.267 rg 26.625 776.625 554.250 0.750 re f 26.625 733.200 0.750 44.175 re f 580.125 733.200 0.750 44.175 re f 0.271 0.267 0.267 rg BT 31.875 764.955 Td /F1 9.8 Tf [(Two explosions @ the finish line of the Boston Marathon....horrific scene, hundreds hurt...bloody. On no! This )] TJ ET BT 31.875 755.055 Td /F1 9.8 Tf [(is terrible.)] TJ ET 0.267 0.267 0.267 rg 26.625 733.200 554.250 0.750 re f 26.625 715.050 0.750 18.900 re f 580.125 715.050 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 721.530 Td /F1 9.8 Tf [(My aunt literally just said she think North Korea is responsible for the Boston Marathon explosion)] TJ ET 0.267 0.267 0.267 rg 26.625 715.050 554.250 0.750 re f 26.625 696.900 0.750 18.900 re f 580.125 696.900 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 703.380 Td /F1 9.8 Tf [(Two explosions by the finish line of #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 696.900 554.250 0.750 re f 26.625 678.750 0.750 18.900 re f 580.125 678.750 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 685.230 Td /F1 9.8 Tf [(#BREAKING 2 explosions at Boston marathon finish line.)] TJ ET 0.267 0.267 0.267 rg 26.625 678.750 554.250 0.750 re f 26.625 660.600 0.750 18.900 re f 580.125 660.600 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 667.080 Td /F1 9.8 Tf [(Some of these Boston Marathon explosion pics are gruesome.)] TJ ET 0.267 0.267 0.267 rg 26.625 660.600 554.250 0.750 re f 26.625 642.450 0.750 18.900 re f 580.125 642.450 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 648.930 Td /F1 9.8 Tf [(**** my moms on the train I'm gunna explode)] TJ ET 0.267 0.267 0.267 rg 26.625 642.450 554.250 0.750 re f 26.625 624.300 0.750 18.900 re f 580.125 624.300 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 630.780 Td /F1 9.8 Tf [(And then the city started to explode and we couldn't get out...........)] TJ ET 0.267 0.267 0.267 rg 26.625 624.300 554.250 0.750 re f 26.625 606.150 0.750 18.900 re f 580.125 606.150 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 612.630 Td /F1 9.8 Tf [(@***** two explosions. Some major injuries.)] TJ ET 0.267 0.267 0.267 rg 26.625 606.150 554.250 0.750 re f 26.625 588.000 0.750 18.900 re f 580.125 588.000 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 594.480 Td /F1 9.8 Tf [(Watching this explosion on the news is reminding me of 9/11)] TJ ET 0.267 0.267 0.267 rg 26.625 588.000 554.250 0.750 re f 26.625 569.850 554.250 0.750 re f 26.625 569.850 0.750 18.900 re f 580.125 569.850 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 576.330 Td /F1 9.8 Tf [(Just heard two huge explosions in Boston. What is going on?)] TJ ET BT 26.250 501.769 Td /F4 12.0 Tf [(APPENDIX 2)] TJ ET BT 26.250 460.261 Td /F4 12.0 Tf [(Supplementary Table 2)] TJ ET Q q 15.000 448.959 577.500 328.041 re W n 1.000 1.000 1.000 rg 26.250 569.475 555.000 207.525 re f 0.267 0.267 0.267 rg 26.625 776.625 554.250 0.750 re f 26.625 733.200 0.750 44.175 re f 580.125 733.200 0.750 44.175 re f 0.271 0.267 0.267 rg BT 31.875 764.955 Td /F1 9.8 Tf [(Two explosions @ the finish line of the Boston Marathon....horrific scene, hundreds hurt...bloody. On no! This )] TJ ET BT 31.875 755.055 Td /F1 9.8 Tf [(is terrible.)] TJ ET 0.267 0.267 0.267 rg 26.625 733.200 554.250 0.750 re f 26.625 715.050 0.750 18.900 re f 580.125 715.050 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 721.530 Td /F1 9.8 Tf [(My aunt literally just said she think North Korea is responsible for the Boston Marathon explosion)] TJ ET 0.267 0.267 0.267 rg 26.625 715.050 554.250 0.750 re f 26.625 696.900 0.750 18.900 re f 580.125 696.900 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 703.380 Td /F1 9.8 Tf [(Two explosions by the finish line of #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 696.900 554.250 0.750 re f 26.625 678.750 0.750 18.900 re f 580.125 678.750 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 685.230 Td /F1 9.8 Tf [(#BREAKING 2 explosions at Boston marathon finish line.)] TJ ET 0.267 0.267 0.267 rg 26.625 678.750 554.250 0.750 re f 26.625 660.600 0.750 18.900 re f 580.125 660.600 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 667.080 Td /F1 9.8 Tf [(Some of these Boston Marathon explosion pics are gruesome.)] TJ ET 0.267 0.267 0.267 rg 26.625 660.600 554.250 0.750 re f 26.625 642.450 0.750 18.900 re f 580.125 642.450 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 648.930 Td /F1 9.8 Tf [(**** my moms on the train I'm gunna explode)] TJ ET 0.267 0.267 0.267 rg 26.625 642.450 554.250 0.750 re f 26.625 624.300 0.750 18.900 re f 580.125 624.300 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 630.780 Td /F1 9.8 Tf [(And then the city started to explode and we couldn't get out...........)] TJ ET 0.267 0.267 0.267 rg 26.625 624.300 554.250 0.750 re f 26.625 606.150 0.750 18.900 re f 580.125 606.150 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 612.630 Td /F1 9.8 Tf [(@***** two explosions. Some major injuries.)] TJ ET 0.267 0.267 0.267 rg 26.625 606.150 554.250 0.750 re f 26.625 588.000 0.750 18.900 re f 580.125 588.000 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 594.480 Td /F1 9.8 Tf [(Watching this explosion on the news is reminding me of 9/11)] TJ ET 0.267 0.267 0.267 rg 26.625 588.000 554.250 0.750 re f 26.625 569.850 554.250 0.750 re f 26.625 569.850 0.750 18.900 re f 580.125 569.850 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 576.330 Td /F1 9.8 Tf [(Just heard two huge explosions in Boston. What is going on?)] TJ ET BT 26.250 501.769 Td /F4 12.0 Tf [(APPENDIX 2)] TJ ET BT 26.250 460.261 Td /F4 12.0 Tf [(Supplementary Table 2)] TJ ET Q q 15.000 448.959 577.500 328.041 re W n 1.000 1.000 1.000 rg 26.250 569.475 555.000 207.525 re f 0.267 0.267 0.267 rg 26.625 776.625 554.250 0.750 re f 26.625 733.200 0.750 44.175 re f 580.125 733.200 0.750 44.175 re f 0.271 0.267 0.267 rg BT 31.875 764.955 Td /F1 9.8 Tf [(Two explosions @ the finish line of the Boston Marathon....horrific scene, hundreds hurt...bloody. On no! This )] TJ ET BT 31.875 755.055 Td /F1 9.8 Tf [(is terrible.)] TJ ET 0.267 0.267 0.267 rg 26.625 733.200 554.250 0.750 re f 26.625 715.050 0.750 18.900 re f 580.125 715.050 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 721.530 Td /F1 9.8 Tf [(My aunt literally just said she think North Korea is responsible for the Boston Marathon explosion)] TJ ET 0.267 0.267 0.267 rg 26.625 715.050 554.250 0.750 re f 26.625 696.900 0.750 18.900 re f 580.125 696.900 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 703.380 Td /F1 9.8 Tf [(Two explosions by the finish line of #bostonmarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 696.900 554.250 0.750 re f 26.625 678.750 0.750 18.900 re f 580.125 678.750 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 685.230 Td /F1 9.8 Tf [(#BREAKING 2 explosions at Boston marathon finish line.)] TJ ET 0.267 0.267 0.267 rg 26.625 678.750 554.250 0.750 re f 26.625 660.600 0.750 18.900 re f 580.125 660.600 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 667.080 Td /F1 9.8 Tf [(Some of these Boston Marathon explosion pics are gruesome.)] TJ ET 0.267 0.267 0.267 rg 26.625 660.600 554.250 0.750 re f 26.625 642.450 0.750 18.900 re f 580.125 642.450 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 648.930 Td /F1 9.8 Tf [(**** my moms on the train I'm gunna explode)] TJ ET 0.267 0.267 0.267 rg 26.625 642.450 554.250 0.750 re f 26.625 624.300 0.750 18.900 re f 580.125 624.300 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 630.780 Td /F1 9.8 Tf [(And then the city started to explode and we couldn't get out...........)] TJ ET 0.267 0.267 0.267 rg 26.625 624.300 554.250 0.750 re f 26.625 606.150 0.750 18.900 re f 580.125 606.150 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 612.630 Td /F1 9.8 Tf [(@***** two explosions. Some major injuries.)] TJ ET 0.267 0.267 0.267 rg 26.625 606.150 554.250 0.750 re f 26.625 588.000 0.750 18.900 re f 580.125 588.000 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 594.480 Td /F1 9.8 Tf [(Watching this explosion on the news is reminding me of 9/11)] TJ ET 0.267 0.267 0.267 rg 26.625 588.000 554.250 0.750 re f 26.625 569.850 554.250 0.750 re f 26.625 569.850 0.750 18.900 re f 580.125 569.850 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 576.330 Td /F1 9.8 Tf [(Just heard two huge explosions in Boston. What is going on?)] TJ ET BT 26.250 501.769 Td /F4 12.0 Tf [(APPENDIX 2)] TJ ET BT 26.250 460.261 Td /F4 12.0 Tf [(Supplementary Table 2)] TJ ET Q q 0.000 0.000 0.000 rg BT 291.710 18.032 Td /F5 11.0 Tf [(7)] TJ ET BT 25.000 18.032 Td /F5 11.0 Tf [(PLOS Currents Disasters)] TJ ET Q endstream endobj 234 0 obj << /Type /Page /Parent 3 0 R /Contents 235 0 R >> endobj 235 0 obj << /Length 20746 >> stream 0.271 0.267 0.267 rg q 15.000 264.204 577.500 512.796 re W n q 26.250 777.000 555.000 0.000 re W n Q 0.965 0.965 0.965 rg 26.250 750.870 555.000 26.130 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 580.500 776.250 l 27.000 776.250 l f 581.250 777.000 m 581.250 750.870 l 580.500 750.870 l 580.500 776.250 l f 26.250 777.000 m 26.250 750.870 l 27.000 750.870 l 27.000 776.250 l f 0.271 0.267 0.267 rg BT 33.000 760.746 Td /F1 9.0 Tf [(Keywords beginning with stem word bomb  within first 20 minutes)] TJ ET 1.000 1.000 1.000 rg 26.250 384.720 555.000 366.150 re f 0.267 0.267 0.267 rg 26.625 749.745 554.250 0.750 re f 26.625 731.595 0.750 18.900 re f 580.125 731.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 738.075 Td /F1 9.8 Tf [(Two bombs just went off on boylston.....)] TJ ET 0.267 0.267 0.267 rg 26.625 731.595 554.250 0.750 re f 26.625 713.445 0.750 18.900 re f 580.125 713.445 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 719.925 Td /F1 9.8 Tf [(Holy **** did a bomb just go off????)] TJ ET 0.267 0.267 0.267 rg 26.625 713.445 554.250 0.750 re f 26.625 695.295 0.750 18.900 re f 580.125 695.295 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 701.775 Td /F1 9.8 Tf [(Sounds like a few bombs went off across the street)] TJ ET 0.267 0.267 0.267 rg 26.625 695.295 554.250 0.750 re f 26.625 667.245 0.750 28.800 re f 580.125 667.245 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 683.625 Td /F1 9.8 Tf [(Two bomb sounds and a building on fire on one of the biggest days in Boston... Coincidence I think ****ing )] TJ ET BT 31.875 673.725 Td /F1 9.8 Tf [(NOT)] TJ ET 0.267 0.267 0.267 rg 26.625 667.245 554.250 0.750 re f 26.625 649.095 0.750 18.900 re f 580.125 649.095 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 655.575 Td /F1 9.8 Tf [(WTF the boston marathon just got bombed)] TJ ET 0.267 0.267 0.267 rg 26.625 649.095 554.250 0.750 re f 26.625 630.945 0.750 18.900 re f 580.125 630.945 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 637.425 Td /F1 9.8 Tf [(Marathon got bombed wtf, thats right near my work)] TJ ET 0.267 0.267 0.267 rg 26.625 630.945 554.250 0.750 re f 26.625 612.795 0.750 18.900 re f 580.125 612.795 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 619.275 Td /F1 9.8 Tf [(Koreans bombed Boston spread the word)] TJ ET 0.267 0.267 0.267 rg 26.625 612.795 554.250 0.750 re f 26.625 594.645 0.750 18.900 re f 580.125 594.645 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 601.125 Td /F1 9.8 Tf [(I can't believe I just witnessed a bombing #blessedtobesafe)] TJ ET 0.267 0.267 0.267 rg 26.625 594.645 554.250 0.750 re f 26.625 576.495 0.750 18.900 re f 580.125 576.495 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 582.975 Td /F1 9.8 Tf [(Two men had bombs strapped to themselves and they both went off. Everyone is scrambling.)] TJ ET 0.267 0.267 0.267 rg 26.625 576.495 554.250 0.750 re f 26.625 558.345 0.750 18.900 re f 580.125 558.345 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 564.825 Td /F1 9.8 Tf [(I hate that my mom works at the airport I always think people are gunna bomb it)] TJ ET 0.267 0.267 0.267 rg 26.625 558.345 554.250 0.750 re f 26.625 540.195 0.750 18.900 re f 580.125 540.195 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 546.675 Td /F1 9.8 Tf [(@***** it was 2 bombs! You okay?)] TJ ET 0.267 0.267 0.267 rg 26.625 540.195 554.250 0.750 re f 26.625 522.045 0.750 18.900 re f 580.125 522.045 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 528.525 Td /F1 9.8 Tf [(Omg...omg....I was standing right down from where the bomb went off earlier)] TJ ET 0.267 0.267 0.267 rg 26.625 522.045 554.250 0.750 re f 26.625 503.895 0.750 18.900 re f 580.125 503.895 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 510.375 Td /F1 9.8 Tf [(A bomb went off at the marathon?)] TJ ET 0.267 0.267 0.267 rg 26.625 503.895 554.250 0.750 re f 26.625 485.745 0.750 18.900 re f 580.125 485.745 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 492.225 Td /F1 9.8 Tf [(O **** they calling bomb squad and FBI **** got real)] TJ ET 0.267 0.267 0.267 rg 26.625 485.745 554.250 0.750 re f 26.625 457.695 0.750 28.800 re f 580.125 457.695 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 474.075 Td /F1 9.8 Tf [(Hoards of people being directed away from Copley Square where a #bomb went off at the )] TJ ET BT 31.875 464.175 Td /F1 9.8 Tf [(#BostonMarathon & http://t.co/Aq6v2AqAqs)] TJ ET 0.267 0.267 0.267 rg 26.625 457.695 554.250 0.750 re f 26.625 439.545 0.750 18.900 re f 580.125 439.545 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 446.025 Td /F1 9.8 Tf [(Two bombs just went off in Boston!? #wtf #BostonMarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 439.545 554.250 0.750 re f 26.625 421.395 0.750 18.900 re f 580.125 421.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 427.875 Td /F1 9.8 Tf [(@***** bombs went off in boston I have so many friends here who are in the area I'm so worried.)] TJ ET 0.267 0.267 0.267 rg 26.625 421.395 554.250 0.750 re f 26.625 403.245 0.750 18.900 re f 580.125 403.245 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 409.725 Td /F1 9.8 Tf [(Two bombs went off during the marathon? #****edup)] TJ ET 0.267 0.267 0.267 rg 26.625 403.245 554.250 0.750 re f 26.625 385.095 554.250 0.750 re f 26.625 385.095 0.750 18.900 re f 580.125 385.095 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 391.575 Td /F1 9.8 Tf [(@***** I am yes, we only saw two big puffs of smoke and they sounded a lot like bombs)] TJ ET BT 26.250 317.014 Td /F4 12.0 Tf [(APPENDIX 3)] TJ ET BT 26.250 275.506 Td /F4 12.0 Tf [(Supplementary Table 3)] TJ ET Q q 15.000 264.204 577.500 512.796 re W n q 26.250 777.000 555.000 0.000 re W n Q 0.965 0.965 0.965 rg 26.250 750.870 555.000 26.130 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 580.500 776.250 l 27.000 776.250 l f 581.250 777.000 m 581.250 750.870 l 580.500 750.870 l 580.500 776.250 l f 26.250 777.000 m 26.250 750.870 l 27.000 750.870 l 27.000 776.250 l f 0.271 0.267 0.267 rg BT 33.000 760.746 Td /F1 9.0 Tf [(Keywords beginning with stem word bomb  within first 20 minutes)] TJ ET 1.000 1.000 1.000 rg 26.250 384.720 555.000 366.150 re f 0.267 0.267 0.267 rg 26.625 749.745 554.250 0.750 re f 26.625 731.595 0.750 18.900 re f 580.125 731.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 738.075 Td /F1 9.8 Tf [(Two bombs just went off on boylston.....)] TJ ET 0.267 0.267 0.267 rg 26.625 731.595 554.250 0.750 re f 26.625 713.445 0.750 18.900 re f 580.125 713.445 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 719.925 Td /F1 9.8 Tf [(Holy **** did a bomb just go off????)] TJ ET 0.267 0.267 0.267 rg 26.625 713.445 554.250 0.750 re f 26.625 695.295 0.750 18.900 re f 580.125 695.295 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 701.775 Td /F1 9.8 Tf [(Sounds like a few bombs went off across the street)] TJ ET 0.267 0.267 0.267 rg 26.625 695.295 554.250 0.750 re f 26.625 667.245 0.750 28.800 re f 580.125 667.245 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 683.625 Td /F1 9.8 Tf [(Two bomb sounds and a building on fire on one of the biggest days in Boston... Coincidence I think ****ing )] TJ ET BT 31.875 673.725 Td /F1 9.8 Tf [(NOT)] TJ ET 0.267 0.267 0.267 rg 26.625 667.245 554.250 0.750 re f 26.625 649.095 0.750 18.900 re f 580.125 649.095 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 655.575 Td /F1 9.8 Tf [(WTF the boston marathon just got bombed)] TJ ET 0.267 0.267 0.267 rg 26.625 649.095 554.250 0.750 re f 26.625 630.945 0.750 18.900 re f 580.125 630.945 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 637.425 Td /F1 9.8 Tf [(Marathon got bombed wtf, thats right near my work)] TJ ET 0.267 0.267 0.267 rg 26.625 630.945 554.250 0.750 re f 26.625 612.795 0.750 18.900 re f 580.125 612.795 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 619.275 Td /F1 9.8 Tf [(Koreans bombed Boston spread the word)] TJ ET 0.267 0.267 0.267 rg 26.625 612.795 554.250 0.750 re f 26.625 594.645 0.750 18.900 re f 580.125 594.645 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 601.125 Td /F1 9.8 Tf [(I can't believe I just witnessed a bombing #blessedtobesafe)] TJ ET 0.267 0.267 0.267 rg 26.625 594.645 554.250 0.750 re f 26.625 576.495 0.750 18.900 re f 580.125 576.495 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 582.975 Td /F1 9.8 Tf [(Two men had bombs strapped to themselves and they both went off. Everyone is scrambling.)] TJ ET 0.267 0.267 0.267 rg 26.625 576.495 554.250 0.750 re f 26.625 558.345 0.750 18.900 re f 580.125 558.345 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 564.825 Td /F1 9.8 Tf [(I hate that my mom works at the airport I always think people are gunna bomb it)] TJ ET 0.267 0.267 0.267 rg 26.625 558.345 554.250 0.750 re f 26.625 540.195 0.750 18.900 re f 580.125 540.195 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 546.675 Td /F1 9.8 Tf [(@***** it was 2 bombs! You okay?)] TJ ET 0.267 0.267 0.267 rg 26.625 540.195 554.250 0.750 re f 26.625 522.045 0.750 18.900 re f 580.125 522.045 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 528.525 Td /F1 9.8 Tf [(Omg...omg....I was standing right down from where the bomb went off earlier)] TJ ET 0.267 0.267 0.267 rg 26.625 522.045 554.250 0.750 re f 26.625 503.895 0.750 18.900 re f 580.125 503.895 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 510.375 Td /F1 9.8 Tf [(A bomb went off at the marathon?)] TJ ET 0.267 0.267 0.267 rg 26.625 503.895 554.250 0.750 re f 26.625 485.745 0.750 18.900 re f 580.125 485.745 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 492.225 Td /F1 9.8 Tf [(O **** they calling bomb squad and FBI **** got real)] TJ ET 0.267 0.267 0.267 rg 26.625 485.745 554.250 0.750 re f 26.625 457.695 0.750 28.800 re f 580.125 457.695 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 474.075 Td /F1 9.8 Tf [(Hoards of people being directed away from Copley Square where a #bomb went off at the )] TJ ET BT 31.875 464.175 Td /F1 9.8 Tf [(#BostonMarathon & http://t.co/Aq6v2AqAqs)] TJ ET 0.267 0.267 0.267 rg 26.625 457.695 554.250 0.750 re f 26.625 439.545 0.750 18.900 re f 580.125 439.545 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 446.025 Td /F1 9.8 Tf [(Two bombs just went off in Boston!? #wtf #BostonMarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 439.545 554.250 0.750 re f 26.625 421.395 0.750 18.900 re f 580.125 421.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 427.875 Td /F1 9.8 Tf [(@***** bombs went off in boston I have so many friends here who are in the area I'm so worried.)] TJ ET 0.267 0.267 0.267 rg 26.625 421.395 554.250 0.750 re f 26.625 403.245 0.750 18.900 re f 580.125 403.245 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 409.725 Td /F1 9.8 Tf [(Two bombs went off during the marathon? #****edup)] TJ ET 0.267 0.267 0.267 rg 26.625 403.245 554.250 0.750 re f 26.625 385.095 554.250 0.750 re f 26.625 385.095 0.750 18.900 re f 580.125 385.095 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 391.575 Td /F1 9.8 Tf [(@***** I am yes, we only saw two big puffs of smoke and they sounded a lot like bombs)] TJ ET BT 26.250 317.014 Td /F4 12.0 Tf [(APPENDIX 3)] TJ ET BT 26.250 275.506 Td /F4 12.0 Tf [(Supplementary Table 3)] TJ ET Q q 15.000 264.204 577.500 512.796 re W n q 26.250 777.000 555.000 0.000 re W n Q 0.965 0.965 0.965 rg 26.250 750.870 555.000 26.130 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 580.500 776.250 l 27.000 776.250 l f 581.250 777.000 m 581.250 750.870 l 580.500 750.870 l 580.500 776.250 l f 26.250 777.000 m 26.250 750.870 l 27.000 750.870 l 27.000 776.250 l f 0.271 0.267 0.267 rg BT 33.000 760.746 Td /F1 9.0 Tf [(Keywords beginning with stem word bomb  within first 20 minutes)] TJ ET 1.000 1.000 1.000 rg 26.250 384.720 555.000 366.150 re f 0.267 0.267 0.267 rg 26.625 749.745 554.250 0.750 re f 26.625 731.595 0.750 18.900 re f 580.125 731.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 738.075 Td /F1 9.8 Tf [(Two bombs just went off on boylston.....)] TJ ET 0.267 0.267 0.267 rg 26.625 731.595 554.250 0.750 re f 26.625 713.445 0.750 18.900 re f 580.125 713.445 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 719.925 Td /F1 9.8 Tf [(Holy **** did a bomb just go off????)] TJ ET 0.267 0.267 0.267 rg 26.625 713.445 554.250 0.750 re f 26.625 695.295 0.750 18.900 re f 580.125 695.295 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 701.775 Td /F1 9.8 Tf [(Sounds like a few bombs went off across the street)] TJ ET 0.267 0.267 0.267 rg 26.625 695.295 554.250 0.750 re f 26.625 667.245 0.750 28.800 re f 580.125 667.245 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 683.625 Td /F1 9.8 Tf [(Two bomb sounds and a building on fire on one of the biggest days in Boston... Coincidence I think ****ing )] TJ ET BT 31.875 673.725 Td /F1 9.8 Tf [(NOT)] TJ ET 0.267 0.267 0.267 rg 26.625 667.245 554.250 0.750 re f 26.625 649.095 0.750 18.900 re f 580.125 649.095 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 655.575 Td /F1 9.8 Tf [(WTF the boston marathon just got bombed)] TJ ET 0.267 0.267 0.267 rg 26.625 649.095 554.250 0.750 re f 26.625 630.945 0.750 18.900 re f 580.125 630.945 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 637.425 Td /F1 9.8 Tf [(Marathon got bombed wtf, thats right near my work)] TJ ET 0.267 0.267 0.267 rg 26.625 630.945 554.250 0.750 re f 26.625 612.795 0.750 18.900 re f 580.125 612.795 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 619.275 Td /F1 9.8 Tf [(Koreans bombed Boston spread the word)] TJ ET 0.267 0.267 0.267 rg 26.625 612.795 554.250 0.750 re f 26.625 594.645 0.750 18.900 re f 580.125 594.645 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 601.125 Td /F1 9.8 Tf [(I can't believe I just witnessed a bombing #blessedtobesafe)] TJ ET 0.267 0.267 0.267 rg 26.625 594.645 554.250 0.750 re f 26.625 576.495 0.750 18.900 re f 580.125 576.495 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 582.975 Td /F1 9.8 Tf [(Two men had bombs strapped to themselves and they both went off. Everyone is scrambling.)] TJ ET 0.267 0.267 0.267 rg 26.625 576.495 554.250 0.750 re f 26.625 558.345 0.750 18.900 re f 580.125 558.345 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 564.825 Td /F1 9.8 Tf [(I hate that my mom works at the airport I always think people are gunna bomb it)] TJ ET 0.267 0.267 0.267 rg 26.625 558.345 554.250 0.750 re f 26.625 540.195 0.750 18.900 re f 580.125 540.195 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 546.675 Td /F1 9.8 Tf [(@***** it was 2 bombs! You okay?)] TJ ET 0.267 0.267 0.267 rg 26.625 540.195 554.250 0.750 re f 26.625 522.045 0.750 18.900 re f 580.125 522.045 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 528.525 Td /F1 9.8 Tf [(Omg...omg....I was standing right down from where the bomb went off earlier)] TJ ET 0.267 0.267 0.267 rg 26.625 522.045 554.250 0.750 re f 26.625 503.895 0.750 18.900 re f 580.125 503.895 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 510.375 Td /F1 9.8 Tf [(A bomb went off at the marathon?)] TJ ET 0.267 0.267 0.267 rg 26.625 503.895 554.250 0.750 re f 26.625 485.745 0.750 18.900 re f 580.125 485.745 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 492.225 Td /F1 9.8 Tf [(O **** they calling bomb squad and FBI **** got real)] TJ ET 0.267 0.267 0.267 rg 26.625 485.745 554.250 0.750 re f 26.625 457.695 0.750 28.800 re f 580.125 457.695 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 474.075 Td /F1 9.8 Tf [(Hoards of people being directed away from Copley Square where a #bomb went off at the )] TJ ET BT 31.875 464.175 Td /F1 9.8 Tf [(#BostonMarathon & http://t.co/Aq6v2AqAqs)] TJ ET 0.267 0.267 0.267 rg 26.625 457.695 554.250 0.750 re f 26.625 439.545 0.750 18.900 re f 580.125 439.545 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 446.025 Td /F1 9.8 Tf [(Two bombs just went off in Boston!? #wtf #BostonMarathon)] TJ ET 0.267 0.267 0.267 rg 26.625 439.545 554.250 0.750 re f 26.625 421.395 0.750 18.900 re f 580.125 421.395 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 427.875 Td /F1 9.8 Tf [(@***** bombs went off in boston I have so many friends here who are in the area I'm so worried.)] TJ ET 0.267 0.267 0.267 rg 26.625 421.395 554.250 0.750 re f 26.625 403.245 0.750 18.900 re f 580.125 403.245 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 409.725 Td /F1 9.8 Tf [(Two bombs went off during the marathon? #****edup)] TJ ET 0.267 0.267 0.267 rg 26.625 403.245 554.250 0.750 re f 26.625 385.095 554.250 0.750 re f 26.625 385.095 0.750 18.900 re f 580.125 385.095 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 391.575 Td /F1 9.8 Tf [(@***** I am yes, we only saw two big puffs of smoke and they sounded a lot like bombs)] TJ ET BT 26.250 317.014 Td /F4 12.0 Tf [(APPENDIX 3)] TJ ET BT 26.250 275.506 Td /F4 12.0 Tf [(Supplementary Table 3)] TJ ET Q q 0.000 0.000 0.000 rg BT 291.710 18.032 Td /F5 11.0 Tf [(8)] TJ ET BT 25.000 18.032 Td /F5 11.0 Tf [(PLOS Currents Disasters)] TJ ET Q endstream endobj 236 0 obj << /Type /Page /Parent 3 0 R /Contents 237 0 R >> endobj 237 0 obj << /Length 26329 >> stream 0.271 0.267 0.267 rg 0.267 0.267 0.267 RG q 15.000 41.412 577.500 735.588 re W n q 26.250 777.000 555.000 0.000 re W n Q 0.965 0.965 0.965 rg 26.250 750.870 555.000 26.130 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 580.500 776.250 l 27.000 776.250 l f 581.250 777.000 m 581.250 750.870 l 580.500 750.870 l 580.500 776.250 l f 26.250 777.000 m 26.250 750.870 l 27.000 750.870 l 27.000 776.250 l f 0.271 0.267 0.267 rg BT 33.000 760.746 Td /F1 9.0 Tf [(News and public safety source initial messages regarding the bombings)] TJ ET 1.000 1.000 1.000 rg 26.250 619.020 555.000 131.850 re f 0.267 0.267 0.267 rg 26.625 749.745 554.250 0.750 re f 26.625 731.595 0.750 18.900 re f 580.125 731.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 738.075 Td /F4 9.8 Tf [(3:01 @WCVB Explosion reported near Boston Marathon finish line)] TJ ET 0.267 0.267 0.267 rg 26.625 731.595 554.250 0.750 re f 26.625 703.545 0.750 28.800 re f 580.125 703.545 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 719.925 Td /F4 9.8 Tf [(3:05 @AP BREAKING: Two explosions at the finish line of the Boston Marathon result in injuries -)] TJ ET BT 31.875 710.025 Td /F4 9.8 Tf [(BW)] TJ ET 0.267 0.267 0.267 rg 26.625 703.545 554.250 0.750 re f 26.625 675.495 0.750 28.800 re f 580.125 675.495 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 691.875 Td /F4 9.8 Tf [(3:08 @CNNThere has been at least one explosion near the Boston Marathon finish line, )] TJ ET BT 31.875 681.975 Td /F4 9.8 Tf [(according toCNNaffiliate WCVB. Details on @CNN TV now.)] TJ ET 0.267 0.267 0.267 rg 26.625 675.495 554.250 0.750 re f 26.625 647.445 0.750 28.800 re f 580.125 647.445 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 663.825 Td /F4 9.8 Tf [(3:39 @boston_police Boston Police confirming explosion at marathon finish line with injuries. )] TJ ET BT 31.875 653.925 Td /F4 9.8 Tf [(#tweetfromthebeat via @CherylFiandaca)] TJ ET 0.267 0.267 0.267 rg 26.625 647.445 554.250 0.750 re f 26.625 619.395 554.250 0.750 re f 26.625 619.395 0.750 28.800 re f 580.125 619.395 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 635.775 Td /F4 9.8 Tf [(3:47 @bostonmarathon There were two bombs that exploded near the finish line in today's )] TJ ET BT 31.875 625.875 Td /F4 9.8 Tf [(Boston Marathon. We are working with law &http://fb.me/1HdL4nLXX)] TJ ET BT 26.250 551.314 Td /F4 12.0 Tf [(References)] TJ ET BT 26.250 520.157 Td /F1 9.8 Tf [(1.)] TJ ET BT 39.302 520.157 Td /F1 9.8 Tf [(Katz D \(2013\) Injury toll from Marathon bombs reduced to 264. Boston Globe. Boston, MA.)] TJ ET BT 26.250 497.213 Td /F1 9.8 Tf [(2.)] TJ ET BT 39.302 497.213 Td /F1 9.8 Tf [(Gawande A \(2013\) Why Boston Hospitals Were Ready. News Desk: The New Yorker.)] TJ ET BT 26.250 474.269 Td /F1 9.8 Tf [(3.)] TJ ET BT 39.302 474.269 Td /F1 9.8 Tf [(Chunara R, Andrews JR, Brownstein JS \(2012\) Social and news media enable estimation of epidemiological )] TJ ET BT 26.250 458.825 Td /F1 9.8 Tf [(patterns early in the 2010 Haitian cholera outbreak. Am J Trop Med Hyg 86: 39-45.)] TJ ET BT 26.250 435.881 Td /F1 9.8 Tf [(4.)] TJ ET BT 39.302 435.881 Td /F1 9.8 Tf [(Lu X, Bengtsson L, Holme P \(2012\) Predictability of population displacement after the 2010 Haiti earthquake. )] TJ ET BT 26.250 420.437 Td /F1 9.8 Tf [(Proc Natl Acad Sci U S A 109: 11576-11581.)] TJ ET BT 26.250 397.493 Td /F1 9.8 Tf [(5.)] TJ ET BT 39.302 397.493 Td /F1 9.8 Tf [(Heinzelman J, Brown, R., Meier, P. \(2011\) Mobile Technology, Crowdsourcing and Peace Mapping: New Theory )] TJ ET BT 26.250 382.049 Td /F1 9.8 Tf [(and Applications for Conflict Management. Mobile Technologies for Conflict Management Law, Governance and )] TJ ET BT 26.250 366.605 Td /F1 9.8 Tf [(Technology Series. pp. 39-53.)] TJ ET BT 26.250 343.661 Td /F1 9.8 Tf [(6.)] TJ ET BT 39.302 343.661 Td /F1 9.8 Tf [(Matthews C \(2013\) How Does One Fake Tweet Cause a Stock Market Crash? Wall Street & Markets: Time.)] TJ ET BT 26.250 320.717 Td /F1 9.8 Tf [(7.)] TJ ET BT 39.302 320.717 Td /F1 9.8 Tf [(Labs B \(2013\) Research at the MIT Media Lab led to Bluefin Labs and Social TV analytics. Mapping the TV )] TJ ET BT 26.250 305.273 Td /F1 9.8 Tf [(Genome.)] TJ ET BT 26.250 282.329 Td /F1 9.8 Tf [(8.)] TJ ET BT 39.302 282.329 Td /F1 9.8 Tf [(Brownstein JS, Freifeld CC, Reis BY, Mandl KD \(2008\) Surveillance Sans Frontieres: Internet-based emerging )] TJ ET BT 26.250 266.885 Td /F1 9.8 Tf [(infectious disease intelligence and the HealthMap project. Plos Medicine 5: e151.)] TJ ET BT 26.250 243.941 Td /F1 9.8 Tf [(9.)] TJ ET BT 39.302 243.941 Td /F1 9.8 Tf [(Twitter \(2013\) Public Streams. Documentation.)] TJ ET BT 26.250 220.997 Td /F1 9.8 Tf [(10.)] TJ ET BT 45.502 220.997 Td /F1 9.8 Tf [(Bradshaw T, Massoudi, A., Scannell, K. \(2013\) Bogus terror tweet sparks shares blip. Equities: Financial )] TJ ET BT 26.250 205.553 Td /F1 9.8 Tf [(Times.)] TJ ET BT 26.250 182.609 Td /F1 9.8 Tf [(11.)] TJ ET BT 45.502 182.609 Td /F1 9.8 Tf [(Reis BY, Kirby C, Hadden LE, Olson K, McMurry AJ, et al. \(2007\) AEGIS: a robust and scalable real-time public )] TJ ET BT 26.250 167.165 Td /F1 9.8 Tf [(health surveillance system. J Am Med Inform Assoc 14: 581-588.)] TJ ET BT 26.250 144.221 Td /F1 9.8 Tf [(12.)] TJ ET BT 45.502 144.221 Td /F1 9.8 Tf [(Reis BY, Kohane IS, Mandl KD \(2007\) An epidemiological network model for disease outbreak detection. Plos )] TJ ET BT 26.250 128.777 Td /F1 9.8 Tf [(Medicine 4: e210.)] TJ ET BT 26.250 105.833 Td /F1 9.8 Tf [(13.)] TJ ET BT 45.502 105.833 Td /F1 9.8 Tf [(Mandl KD RB, Cassa C. \(2004\) Measuring outbreak-detection performance by using controlled feature set )] TJ ET BT 26.250 90.389 Td /F1 9.8 Tf [(simulations. MMWR Morb Mortal Wkly Rep 53: 130-136.)] TJ ET BT 26.250 67.445 Td /F1 9.8 Tf [(14.)] TJ ET BT 45.502 67.445 Td /F1 9.8 Tf [(Wieland SC, Brownstein JS, Berger B, Mandl KD \(2007\) Density-equalizing Euclidean minimum spanning )] TJ ET BT 26.250 52.001 Td /F1 9.8 Tf [(trees for the detection of all disease cluster shapes. Proc Natl Acad Sci U S A 104: 9404-9409.)] TJ ET Q q 15.000 41.412 577.500 735.588 re W n q 26.250 777.000 555.000 0.000 re W n Q 0.965 0.965 0.965 rg 26.250 750.870 555.000 26.130 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 580.500 776.250 l 27.000 776.250 l f 581.250 777.000 m 581.250 750.870 l 580.500 750.870 l 580.500 776.250 l f 26.250 777.000 m 26.250 750.870 l 27.000 750.870 l 27.000 776.250 l f 0.271 0.267 0.267 rg BT 33.000 760.746 Td /F1 9.0 Tf [(News and public safety source initial messages regarding the bombings)] TJ ET 1.000 1.000 1.000 rg 26.250 619.020 555.000 131.850 re f 0.267 0.267 0.267 rg 26.625 749.745 554.250 0.750 re f 26.625 731.595 0.750 18.900 re f 580.125 731.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 738.075 Td /F4 9.8 Tf [(3:01 @WCVB Explosion reported near Boston Marathon finish line)] TJ ET 0.267 0.267 0.267 rg 26.625 731.595 554.250 0.750 re f 26.625 703.545 0.750 28.800 re f 580.125 703.545 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 719.925 Td /F4 9.8 Tf [(3:05 @AP BREAKING: Two explosions at the finish line of the Boston Marathon result in injuries -)] TJ ET BT 31.875 710.025 Td /F4 9.8 Tf [(BW)] TJ ET 0.267 0.267 0.267 rg 26.625 703.545 554.250 0.750 re f 26.625 675.495 0.750 28.800 re f 580.125 675.495 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 691.875 Td /F4 9.8 Tf [(3:08 @CNNThere has been at least one explosion near the Boston Marathon finish line, )] TJ ET BT 31.875 681.975 Td /F4 9.8 Tf [(according toCNNaffiliate WCVB. Details on @CNN TV now.)] TJ ET 0.267 0.267 0.267 rg 26.625 675.495 554.250 0.750 re f 26.625 647.445 0.750 28.800 re f 580.125 647.445 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 663.825 Td /F4 9.8 Tf [(3:39 @boston_police Boston Police confirming explosion at marathon finish line with injuries. )] TJ ET BT 31.875 653.925 Td /F4 9.8 Tf [(#tweetfromthebeat via @CherylFiandaca)] TJ ET 0.267 0.267 0.267 rg 26.625 647.445 554.250 0.750 re f 26.625 619.395 554.250 0.750 re f 26.625 619.395 0.750 28.800 re f 580.125 619.395 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 635.775 Td /F4 9.8 Tf [(3:47 @bostonmarathon There were two bombs that exploded near the finish line in today's )] TJ ET BT 31.875 625.875 Td /F4 9.8 Tf [(Boston Marathon. We are working with law &http://fb.me/1HdL4nLXX)] TJ ET BT 26.250 551.314 Td /F4 12.0 Tf [(References)] TJ ET BT 26.250 520.157 Td /F1 9.8 Tf [(1.)] TJ ET BT 39.302 520.157 Td /F1 9.8 Tf [(Katz D \(2013\) Injury toll from Marathon bombs reduced to 264. Boston Globe. Boston, MA.)] TJ ET BT 26.250 497.213 Td /F1 9.8 Tf [(2.)] TJ ET BT 39.302 497.213 Td /F1 9.8 Tf [(Gawande A \(2013\) Why Boston Hospitals Were Ready. News Desk: The New Yorker.)] TJ ET BT 26.250 474.269 Td /F1 9.8 Tf [(3.)] TJ ET BT 39.302 474.269 Td /F1 9.8 Tf [(Chunara R, Andrews JR, Brownstein JS \(2012\) Social and news media enable estimation of epidemiological )] TJ ET BT 26.250 458.825 Td /F1 9.8 Tf [(patterns early in the 2010 Haitian cholera outbreak. Am J Trop Med Hyg 86: 39-45.)] TJ ET BT 26.250 435.881 Td /F1 9.8 Tf [(4.)] TJ ET BT 39.302 435.881 Td /F1 9.8 Tf [(Lu X, Bengtsson L, Holme P \(2012\) Predictability of population displacement after the 2010 Haiti earthquake. )] TJ ET BT 26.250 420.437 Td /F1 9.8 Tf [(Proc Natl Acad Sci U S A 109: 11576-11581.)] TJ ET BT 26.250 397.493 Td /F1 9.8 Tf [(5.)] TJ ET BT 39.302 397.493 Td /F1 9.8 Tf [(Heinzelman J, Brown, R., Meier, P. \(2011\) Mobile Technology, Crowdsourcing and Peace Mapping: New Theory )] TJ ET BT 26.250 382.049 Td /F1 9.8 Tf [(and Applications for Conflict Management. Mobile Technologies for Conflict Management Law, Governance and )] TJ ET BT 26.250 366.605 Td /F1 9.8 Tf [(Technology Series. pp. 39-53.)] TJ ET BT 26.250 343.661 Td /F1 9.8 Tf [(6.)] TJ ET BT 39.302 343.661 Td /F1 9.8 Tf [(Matthews C \(2013\) How Does One Fake Tweet Cause a Stock Market Crash? Wall Street & Markets: Time.)] TJ ET BT 26.250 320.717 Td /F1 9.8 Tf [(7.)] TJ ET BT 39.302 320.717 Td /F1 9.8 Tf [(Labs B \(2013\) Research at the MIT Media Lab led to Bluefin Labs and Social TV analytics. Mapping the TV )] TJ ET BT 26.250 305.273 Td /F1 9.8 Tf [(Genome.)] TJ ET BT 26.250 282.329 Td /F1 9.8 Tf [(8.)] TJ ET BT 39.302 282.329 Td /F1 9.8 Tf [(Brownstein JS, Freifeld CC, Reis BY, Mandl KD \(2008\) Surveillance Sans Frontieres: Internet-based emerging )] TJ ET BT 26.250 266.885 Td /F1 9.8 Tf [(infectious disease intelligence and the HealthMap project. Plos Medicine 5: e151.)] TJ ET BT 26.250 243.941 Td /F1 9.8 Tf [(9.)] TJ ET BT 39.302 243.941 Td /F1 9.8 Tf [(Twitter \(2013\) Public Streams. Documentation.)] TJ ET BT 26.250 220.997 Td /F1 9.8 Tf [(10.)] TJ ET BT 45.502 220.997 Td /F1 9.8 Tf [(Bradshaw T, Massoudi, A., Scannell, K. \(2013\) Bogus terror tweet sparks shares blip. Equities: Financial )] TJ ET BT 26.250 205.553 Td /F1 9.8 Tf [(Times.)] TJ ET BT 26.250 182.609 Td /F1 9.8 Tf [(11.)] TJ ET BT 45.502 182.609 Td /F1 9.8 Tf [(Reis BY, Kirby C, Hadden LE, Olson K, McMurry AJ, et al. \(2007\) AEGIS: a robust and scalable real-time public )] TJ ET BT 26.250 167.165 Td /F1 9.8 Tf [(health surveillance system. J Am Med Inform Assoc 14: 581-588.)] TJ ET BT 26.250 144.221 Td /F1 9.8 Tf [(12.)] TJ ET BT 45.502 144.221 Td /F1 9.8 Tf [(Reis BY, Kohane IS, Mandl KD \(2007\) An epidemiological network model for disease outbreak detection. Plos )] TJ ET BT 26.250 128.777 Td /F1 9.8 Tf [(Medicine 4: e210.)] TJ ET BT 26.250 105.833 Td /F1 9.8 Tf [(13.)] TJ ET BT 45.502 105.833 Td /F1 9.8 Tf [(Mandl KD RB, Cassa C. \(2004\) Measuring outbreak-detection performance by using controlled feature set )] TJ ET BT 26.250 90.389 Td /F1 9.8 Tf [(simulations. MMWR Morb Mortal Wkly Rep 53: 130-136.)] TJ ET BT 26.250 67.445 Td /F1 9.8 Tf [(14.)] TJ ET BT 45.502 67.445 Td /F1 9.8 Tf [(Wieland SC, Brownstein JS, Berger B, Mandl KD \(2007\) Density-equalizing Euclidean minimum spanning )] TJ ET BT 26.250 52.001 Td /F1 9.8 Tf [(trees for the detection of all disease cluster shapes. Proc Natl Acad Sci U S A 104: 9404-9409.)] TJ ET Q q 15.000 41.412 577.500 735.588 re W n q 26.250 777.000 555.000 0.000 re W n Q 0.965 0.965 0.965 rg 26.250 750.870 555.000 26.130 re f 0.267 0.267 0.267 rg 0.267 0.267 0.267 RG 26.250 777.000 m 581.250 777.000 l 580.500 776.250 l 27.000 776.250 l f 581.250 777.000 m 581.250 750.870 l 580.500 750.870 l 580.500 776.250 l f 26.250 777.000 m 26.250 750.870 l 27.000 750.870 l 27.000 776.250 l f 0.271 0.267 0.267 rg BT 33.000 760.746 Td /F1 9.0 Tf [(News and public safety source initial messages regarding the bombings)] TJ ET 1.000 1.000 1.000 rg 26.250 619.020 555.000 131.850 re f 0.267 0.267 0.267 rg 26.625 749.745 554.250 0.750 re f 26.625 731.595 0.750 18.900 re f 580.125 731.595 0.750 18.900 re f 0.271 0.267 0.267 rg BT 31.875 738.075 Td /F4 9.8 Tf [(3:01 @WCVB Explosion reported near Boston Marathon finish line)] TJ ET 0.267 0.267 0.267 rg 26.625 731.595 554.250 0.750 re f 26.625 703.545 0.750 28.800 re f 580.125 703.545 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 719.925 Td /F4 9.8 Tf [(3:05 @AP BREAKING: Two explosions at the finish line of the Boston Marathon result in injuries -)] TJ ET BT 31.875 710.025 Td /F4 9.8 Tf [(BW)] TJ ET 0.267 0.267 0.267 rg 26.625 703.545 554.250 0.750 re f 26.625 675.495 0.750 28.800 re f 580.125 675.495 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 691.875 Td /F4 9.8 Tf [(3:08 @CNNThere has been at least one explosion near the Boston Marathon finish line, )] TJ ET BT 31.875 681.975 Td /F4 9.8 Tf [(according toCNNaffiliate WCVB. Details on @CNN TV now.)] TJ ET 0.267 0.267 0.267 rg 26.625 675.495 554.250 0.750 re f 26.625 647.445 0.750 28.800 re f 580.125 647.445 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 663.825 Td /F4 9.8 Tf [(3:39 @boston_police Boston Police confirming explosion at marathon finish line with injuries. )] TJ ET BT 31.875 653.925 Td /F4 9.8 Tf [(#tweetfromthebeat via @CherylFiandaca)] TJ ET 0.267 0.267 0.267 rg 26.625 647.445 554.250 0.750 re f 26.625 619.395 554.250 0.750 re f 26.625 619.395 0.750 28.800 re f 580.125 619.395 0.750 28.800 re f 0.271 0.267 0.267 rg BT 31.875 635.775 Td /F4 9.8 Tf [(3:47 @bostonmarathon There were two bombs that exploded near the finish line in today's )] TJ ET BT 31.875 625.875 Td /F4 9.8 Tf [(Boston Marathon. We are working with law &http://fb.me/1HdL4nLXX)] TJ ET BT 26.250 551.314 Td /F4 12.0 Tf [(References)] TJ ET BT 26.250 520.157 Td /F1 9.8 Tf [(1.)] TJ ET BT 39.302 520.157 Td /F1 9.8 Tf [(Katz D \(2013\) Injury toll from Marathon bombs reduced to 264. Boston Globe. Boston, MA.)] TJ ET BT 26.250 497.213 Td /F1 9.8 Tf [(2.)] TJ ET BT 39.302 497.213 Td /F1 9.8 Tf [(Gawande A \(2013\) Why Boston Hospitals Were Ready. News Desk: The New Yorker.)] TJ ET BT 26.250 474.269 Td /F1 9.8 Tf [(3.)] TJ ET BT 39.302 474.269 Td /F1 9.8 Tf [(Chunara R, Andrews JR, Brownstein JS \(2012\) Social and news media enable estimation of epidemiological )] TJ ET BT 26.250 458.825 Td /F1 9.8 Tf [(patterns early in the 2010 Haitian cholera outbreak. Am J Trop Med Hyg 86: 39-45.)] TJ ET BT 26.250 435.881 Td /F1 9.8 Tf [(4.)] TJ ET BT 39.302 435.881 Td /F1 9.8 Tf [(Lu X, Bengtsson L, Holme P \(2012\) Predictability of population displacement after the 2010 Haiti earthquake. )] TJ ET BT 26.250 420.437 Td /F1 9.8 Tf [(Proc Natl Acad Sci U S A 109: 11576-11581.)] TJ ET BT 26.250 397.493 Td /F1 9.8 Tf [(5.)] TJ ET BT 39.302 397.493 Td /F1 9.8 Tf [(Heinzelman J, Brown, R., Meier, P. \(2011\) Mobile Technology, Crowdsourcing and Peace Mapping: New Theory )] TJ ET BT 26.250 382.049 Td /F1 9.8 Tf [(and Applications for Conflict Management. Mobile Technologies for Conflict Management Law, Governance and )] TJ ET BT 26.250 366.605 Td /F1 9.8 Tf [(Technology Series. pp. 39-53.)] TJ ET BT 26.250 343.661 Td /F1 9.8 Tf [(6.)] TJ ET BT 39.302 343.661 Td /F1 9.8 Tf [(Matthews C \(2013\) How Does One Fake Tweet Cause a Stock Market Crash? Wall Street & Markets: Time.)] TJ ET BT 26.250 320.717 Td /F1 9.8 Tf [(7.)] TJ ET BT 39.302 320.717 Td /F1 9.8 Tf [(Labs B \(2013\) Research at the MIT Media Lab led to Bluefin Labs and Social TV analytics. Mapping the TV )] TJ ET BT 26.250 305.273 Td /F1 9.8 Tf [(Genome.)] TJ ET BT 26.250 282.329 Td /F1 9.8 Tf [(8.)] TJ ET BT 39.302 282.329 Td /F1 9.8 Tf [(Brownstein JS, Freifeld CC, Reis BY, Mandl KD \(2008\) Surveillance Sans Frontieres: Internet-based emerging )] TJ ET BT 26.250 266.885 Td /F1 9.8 Tf [(infectious disease intelligence and the HealthMap project. Plos Medicine 5: e151.)] TJ ET BT 26.250 243.941 Td /F1 9.8 Tf [(9.)] TJ ET BT 39.302 243.941 Td /F1 9.8 Tf [(Twitter \(2013\) Public Streams. Documentation.)] TJ ET BT 26.250 220.997 Td /F1 9.8 Tf [(10.)] TJ ET BT 45.502 220.997 Td /F1 9.8 Tf [(Bradshaw T, Massoudi, A., Scannell, K. \(2013\) Bogus terror tweet sparks shares blip. Equities: Financial )] TJ ET BT 26.250 205.553 Td /F1 9.8 Tf [(Times.)] TJ ET BT 26.250 182.609 Td /F1 9.8 Tf [(11.)] TJ ET BT 45.502 182.609 Td /F1 9.8 Tf [(Reis BY, Kirby C, Hadden LE, Olson K, McMurry AJ, et al. \(2007\) AEGIS: a robust and scalable real-time public )] TJ ET BT 26.250 167.165 Td /F1 9.8 Tf [(health surveillance system. J Am Med Inform Assoc 14: 581-588.)] TJ ET BT 26.250 144.221 Td /F1 9.8 Tf [(12.)] TJ ET BT 45.502 144.221 Td /F1 9.8 Tf [(Reis BY, Kohane IS, Mandl KD \(2007\) An epidemiological network model for disease outbreak detection. Plos )] TJ ET BT 26.250 128.777 Td /F1 9.8 Tf [(Medicine 4: e210.)] TJ ET BT 26.250 105.833 Td /F1 9.8 Tf [(13.)] TJ ET BT 45.502 105.833 Td /F1 9.8 Tf [(Mandl KD RB, Cassa C. \(2004\) Measuring outbreak-detection performance by using controlled feature set )] TJ ET BT 26.250 90.389 Td /F1 9.8 Tf [(simulations. MMWR Morb Mortal Wkly Rep 53: 130-136.)] TJ ET BT 26.250 67.445 Td /F1 9.8 Tf [(14.)] TJ ET BT 45.502 67.445 Td /F1 9.8 Tf [(Wieland SC, Brownstein JS, Berger B, Mandl KD \(2007\) Density-equalizing Euclidean minimum spanning )] TJ ET BT 26.250 52.001 Td /F1 9.8 Tf [(trees for the detection of all disease cluster shapes. Proc Natl Acad Sci U S A 104: 9404-9409.)] TJ ET Q q 0.000 0.000 0.000 rg BT 291.710 18.032 Td /F5 11.0 Tf [(9)] TJ ET BT 25.000 18.032 Td /F5 11.0 Tf [(PLOS Currents Disasters)] TJ ET Q endstream endobj 238 0 obj << /Type /Page /Parent 3 0 R /Contents 239 0 R >> endobj 239 0 obj << /Length 2475 >> stream 0.271 0.267 0.267 rg 0.267 0.267 0.267 RG q 15.000 700.668 577.500 76.332 re W n 0.271 0.267 0.267 rg BT 26.250 757.145 Td /F1 9.8 Tf [(15.)] TJ ET BT 45.502 757.145 Td /F1 9.8 Tf [(Levine N \(2010\) CrimeStat. 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