#OpioidPrevention OR #OpioidCrisis, Twitter, 8/8/2019 12:39:53 AM, 206032


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#OpioidPrevention OR #OpioidCrisis Twitter NodeXL SNA Map and Report for Wednesday, 07 August 2019 a
#OpioidPrevention OR #OpioidCrisis Twitter NodeXL SNA Map and Report for Wednesday, 07 August 2019 a
From:
Reina
Uploaded on:
August 08, 2019
Short Description:
#OpioidPrevention OR #OpioidCrisis via NodeXL http://bit.ly/2Yy48hG
@thomasklinemd
@potus
@realdonaldtrump
@noogajack77
@deeenst
@dis_roger
@speakingabtpain
@brendascholey
@scleroplex
@musicislife7621

Top hashtags:
#opioidcrisis
#opioid
#opioids
#opioidepidemic

Description:
Description
The graph represents a network of 4,055 Twitter users whose recent tweets contained "#OpioidPrevention OR #OpioidCrisis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Thursday, 08 August 2019 at 00:06 UTC.

The tweets in the network were tweeted over the 9-day, 3-hour, 30-minute period from Monday, 29 July 2019 at 20:23 UTC to Wednesday, 07 August 2019 at 23:53 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 4055
Unique Edges : 5573
Edges With Duplicates : 2549
Total Edges : 8122
Number of Edge Types : 4
Replies to : 352
Mentions : 3470
Retweet : 3402
Tweet : 898
Self-Loops : 972
Reciprocated Vertex Pair Ratio : 0.0297651066881836
Reciprocated Edge Ratio : 0.0578095072261884
Connected Components : 630
Single-Vertex Connected Components : 280
Maximum Vertices in a Connected Component : 2379
Maximum Edges in a Connected Component : 5827
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.773967
Graph Density : 0.000349352787917978
Modularity : 0.669331
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[45] https://www.sciencedaily.com/releases/2019/08/190807092350.htm
[35] https://chronicallyhuman.co/2018/07/08/chronically-human-podcast-001-with-dr-thomas-kline-the-other-side-of-the-so-called-opioid-crisis/
[18] https://www.pscp.tv/w/cBDEljF4ZUtXeXlaQk56RVB8MU1ZR05kbmpYVk54d1To1bNA9OCR4tz44jNHzAp4c7O43Jf84CDU8cvutjXE
[16] https://phoenixnarrative.com/health-wellness/addressing-the-opioid-crisis-epidemic-in-phoenix/
[11] https://www.phila.gov/programs/combating-the-opioid-epidemic/
[10] https://www.theatlantic.com/ideas/archive/2019/08/what-america-got-wrong-about-opioid-crisis/595090/
[10] https://www.usatoday.com/picture-gallery/money/2019/08/02/opioid-crisis-counties-most-overdoses-each-us-state/1895332001/
[9] http://jamanetwork.com/journals/jama/fullarticle/2633909?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=070417#.WVxS9ZLEBxt.twitter
[9] https://www.nytimes.com/2019/07/31/us/politics/arizona-supreme-court-opioid-sackler.html
[7] https://newrepublic.com/article/154560/opioid-crisis-corporate-greed

Top URLs in Tweet in G1:
[25] https://chronicallyhuman.co/2018/07/08/chronically-human-podcast-001-with-dr-thomas-kline-the-other-side-of-the-so-called-opioid-crisis/
[3] https://www.pscp.tv/w/cBDEljF4ZUtXeXlaQk56RVB8MU1ZR05kbmpYVk54d1To1bNA9OCR4tz44jNHzAp4c7O43Jf84CDU8cvutjXE
[2] https://spectator.org/never-let-an-opioid-crisis-go-to-waste/
[1] https://www.foxnews.com/health/as-opioids-become-taboo-doctors-taper-down-or-abandon-pain-patients-driving-many-to-suicide
[1] https://itoldyouiwassick.com/2018/07/02/chilling-truth-opioid-crackdown/
[1] https://englewoodherald.net/stories/opioid-crisis-at-the-root-what-are-we-so-afraid-of,284215
[1] https://www.youtube.com/watch?v=C8AHODc6phg&feature=youtu.be

[1] https://twitter.com/JoeAllenNewman/status/1158427261206433792
[1] https://www.youtube.com/watch?v=P0SRbTeRH_A&feature=youtu.be

[1] https://www.youtube.com/c/REALiTYCHeCK2019

Top URLs in Tweet in G2:
[15] https://www.pscp.tv/w/cBDEljF4ZUtXeXlaQk56RVB8MU1ZR05kbmpYVk54d1To1bNA9OCR4tz44jNHzAp4c7O43Jf84CDU8cvutjXE
[9] https://chronicallyhuman.co/2018/07/08/chronically-human-podcast-001-with-dr-thomas-kline-the-other-side-of-the-so-called-opioid-crisis/
[6] https://www.statnews.com/pharmalot/2019/07/23/california-cites-amerisourcebergen-for-failing-to-flag-huge-sales-of-opioids-to-pharmacies/
[4] https://www.nhms.org/sites/default/files/Pdfs/Safely_Tapering_Opioids.pdf
[3] https://www.statnews.com/2019/07/26/persistent-opioid-use-after-childbirth/
[2] https://twitter.com/medibrat/status/1158631799624556544
[2] https://twitter.com/JSG_54/status/1155982285251813377
[2] https://twitter.com/urbanfatbiker/status/1156160555058683905
[2] https://twitter.com/DanLairdMD/status/1158045738103762945
[2] https://twitter.com/PainPtFightBack/status/1158122601375571969

Top URLs in Tweet in G3:
[16] https://phoenixnarrative.com/health-wellness/addressing-the-opioid-crisis-epidemic-in-phoenix/
[10] https://www.usatoday.com/picture-gallery/money/2019/08/02/opioid-crisis-counties-most-overdoses-each-us-state/1895332001/
[3] https://www.nytimes.com/2019/07/31/us/politics/arizona-supreme-court-opioid-sackler.html
[2] https://twitter.com/Release_drugs/status/1154337964056633345
[2] https://eccoviasolutions.com/how-healing-communities-initiative-is-looking-to-reduce-substance-abuse-deaths/
[2] https://www.amazon.com/gp/product/B072FRZJRB?ie=UTF8&camp=213733&creative=393177&creativeASIN=B072FRZJRB&linkCode=shr&tag=resshocas-20&linkId=Y7AK7UWQ3B4KNSFC&
[2] https://rooseveltinstitute.org/2018-2019-emerging-fellowship/
[2] https://keyelementsgrp.com/nonprofitpromedia/opioid-profiteers-and-nonprofits-corrupt-world-health-organization-policy/
[2] https://www.newportri.com/news/20190803/peace-of-mind-unified-approach-begins-for-opioid-addiction-mental-health-concerns
[2] https://painimprovement.com/blog/

Top URLs in Tweet in G4:
[2] http://findtreatment.samhsa.gov
[1] https://www.itimpactsusall.com/learn-more/2018/12/21/staying-sober-when-tempted-to-use-opioids-again

Top URLs in Tweet in G5:
[1] https://chronicallyhuman.co/2018/07/08/chronically-human-podcast-001-with-dr-thomas-kline-the-other-side-of-the-so-called-opioid-crisis/
[1] https://www.justice.gov/usao-nh/pr/former-fci-berlin-chaplain-sentenced-40-months-accepting-bribes-smuggle-drugs-prison
[1] https://www.justice.gov/usao-ri/pr/hells-angels-member-sentenced-meth-and-cocaine-trafficking-firearms-charge
[1] https://www.justice.gov/usao-sdca/pr/us-attorney-issues-public-safety-alert-fentanyl-crisis-raging-san-diego
[1] https://www.justice.gov/usao-sdms/pr/mexican-citizen-sentenced-almost-6-years-federal-prison-heroin-trafficking
[1] https://www.justice.gov/usao-sdms/pr/mexican-citizen-sentenced-five-years-prison-methamphetamine-trafficking
[1] https://www.justice.gov/usao-sc/pr/upstate-drug-dealer-pleads-guilty-federal-court-after-offering-cellmate-10000-kill
[1] https://www.justice.gov/usao-sd/pr/mexican-national-sentenced-meth-trafficking-21-pound-bust-sd-highway-patrol
[1] https://www.justice.gov/usao-wdpa/pr/jamie-lightfoot-jr-pleads-guilty-running-one-largest-drug-trafficking-organizations
[1] https://twitter.com/danboon63784314/status/1157751078135435264

Top URLs in Tweet in G6:
[7] https://www.sandgaardfoundation.org/needsassessment/
[4] https://twitter.com/SandgaardFnd/status/1156648277573623809
[2] https://www.lamag.com/citythinkblog/opinion-big-pharma-el-chapo/
[1] https://twitter.com/tarag77/status/1157421025518338049
[1] https://twitter.com/TheJen11/status/1157079730631241728
[1] https://twitter.com/rockbulletin1/status/1156646590939095041
[1] https://www.sandgaardfoundation.org/
[1] https://twitter.com/nilnavigator/status/1156645262552719362
[1] https://twitter.com/statesman/status/1156650264725790720
[1] https://www.fowlertribune.com/news/20190731/tighter-focus-additional-funding-crucial-to-combat-opioid-crisis-group-says

Top URLs in Tweet in G7:
[7] https://www.facebook.com/usc/videos/473132086811694/?__xts__%5B0%5D=68.ARC04Dp6XY6tdAtcZM7IiMb3U1lH3rsm4U1hRsFWMr88-Y4ZeSfPh0a8SMG5Ymr9WoZdrB8lJOIBr3rbj205BfdjUSgHXkQid_bs-4BQDbO999_cU-ooo2lGcMR5fWjxlA3PasUXVZ6_uCTI10FNJ-UwYAUkjquwmr6XOuDTQgpM3wQcC0VfyxDDhmcd3f7jwUF_ZKW41vaagsLtfa3jXTsKIECTEdMuA9r-tlN6hQms2utF6dVIltbGssGPQYpjOdEYTTpXG4rDTJKxB_iSA8zx78L4wxBLFqnzSPQZApBg-n-eiIzbKlipz9U0adK1SqAl82bKfWzls1nLAp4kjQELlbMT-a6k5EWp-ztO-A&__tn__=-R
[3] https://www.bostonglobe.com/metro/2019/07/29/five-things-learned-writing-about-opioid-addiction/ym8gvrHCpBsdktL6CWKocI/story.html
[3] https://news.usc.edu/137121/opioid-abuse-leads-heroin-use-hepatitis-c-epidemic-usc-researcher-says/?fbclid=IwAR3QxhfXjEb1peOLraW4b-Ieqli3wtbN6JI7Cow7Taq9bZn86qBuQp8USwI
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/07/31/why-arent-more-people-with-opioid-use-disorder-getting-buprenorphine?utm_campaign=health&utm_source=twitter&utm_medium=social&utm_content=opioids
[2] https://newrepublic.com/article/154560/opioid-crisis-corporate-greed
[2] https://www.usatoday.com/story/money/2019/08/02/opioid-crisis-counties-with-worst-drug-problems-in-every-state/39822385/
[1] https://www.bostonglobe.com/metro/2019/07/27/flash-clarity-lives-marred-drugs-find-meaning/cglhQDNIs2mbZA3G75ta7I/story.html
[1] https://twitter.com/BookNoFurther/status/1158752058843025408
[1] https://www.npr.org/sections/health-shots/2019/07/18/743161724/u-s-overdose-deaths-dipped-in-2018-but-some-states-saw-devastating-increases
[1] https://www.hayspost.com/2019/07/27/ku-study-finds-40-of-treatment-facilities-wont-accept-people-prescribed-meds-to-fight-opioid-addiction/

Top URLs in Tweet in G8:
[1] https://www.judicialwatch.org/corruption-chronicles/amid-opioid-crisis-at-home-u-s-blows-50-million-on-leery-afghan-drug-treatment-programs/

Top URLs in Tweet in G9:
[9] http://jamanetwork.com/journals/jama/fullarticle/2633909?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=070417#.WVxS9ZLEBxt.twitter
[4] https://www.practicalpainmanagement.com/resources/news-and-research/commentary-make-easy-choice-care?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[3] https://www.statnews.com/2019/07/12/opioid-overdose-emergency-hold/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[3] https://www.gao.gov/products/GAO-19-535T?utm_source=twitter&utm_medium=social&utm_campaign=facts
[2] https://www.scientificamerican.com/article/the-social-life-of-opioids/
[2] https://www.washingtonpost.com/national/health-science/neuroscientist-thinks-one-way-to-fight-opioid-addiction-is-to-tackle-loneliness/2018/11/30/8f651440-f33d-11e8-80d0-f7e1948d55f4_story.html?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com&utm_term=.38261ad4d90d
[2] https://www.npr.org/sections/health-shots/2018/12/05/665307551/school-based-counselors-help-kids-cope-with-fallout-from-drug-addiction?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://www.drpjournal.com/the-push-to-deregulate-buprenorphine/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://amp.burlingtonfreepress.com/amp/3312141002?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6446569/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com

Top URLs in Tweet in G10:
[2] https://www.theepochtimes.com/former-mexican-cop-charged-with-trafficking-enough-fentanyl-to-kill-10-million-people_3018953.html
[1] https://www.theepochtimes.com/in-trade-war-retaliation-beijing-defends-its-fentanyl-policy-cancels-order-for-us-pork_3029788.html
[1] https://www.theepochtimes.com/big-question-in-opioid-suits-how-to-divide-any-settlement_3021575.html

Top Domains
Top Domains in Tweet in Entire Graph:
[217] twitter.com
[48] sciencedaily.com
[41] youtube.com
[35] chronicallyhuman.co
[31] dy.si
[24] nytimes.com
[22] usatoday.com
[22] statnews.com
[19] pscp.tv
[17] soundcloud.com

Top Domains in Tweet in G1:
[25] chronicallyhuman.co
[4] twitter.com
[3] youtube.com
[3] pscp.tv
[2] spectator.org
[1] foxnews.com
[1] itoldyouiwassick.com
[1] englewoodherald.net
[1] rootsaction.org

Top Domains in Tweet in G2:
[55] twitter.com
[16] pscp.tv
[13] painnewsnetwork.org
[13] statnews.com
[9] chronicallyhuman.co
[4] nhms.org
[3] youtube.com
[3] medium.com
[2] acsh.org
[2] goo.gl

Top Domains in Tweet in G3:
[59] twitter.com
[16] phoenixnarrative.com
[11] usatoday.com
[7] linkedin.com
[7] instagram.com
[7] youtube.com
[6] nytimes.com
[4] washingtonpost.com
[3] newrepublic.com
[3] globalnews.ca

Top Domains in Tweet in G4:
[2] samhsa.gov
[1] itimpactsusall.com

Top Domains in Tweet in G5:
[8] justice.gov
[1] chronicallyhuman.co
[1] twitter.com

Top Domains in Tweet in G6:
[15] twitter.com
[9] sandgaardfoundation.org
[2] youtube.com
[2] lamag.com
[1] fowlertribune.com
[1] gainesville.com
[1] telegram.com
[1] nbcnews.com
[1] apnews.com
[1] vox.com

Top Domains in Tweet in G7:
[7] facebook.com
[5] pewtrusts.org
[5] usc.edu
[4] bostonglobe.com
[4] twitter.com
[2] npr.org
[2] newrepublic.com
[2] nytimes.com
[2] beckershospitalreview.com
[2] usatoday.com

Top Domains in Tweet in G8:
[1] judicialwatch.org

Top Domains in Tweet in G9:
[9] jamanetwork.com
[6] apnews.com
[5] vox.com
[5] usatoday.com
[4] practicalpainmanagement.com
[4] statnews.com
[4] medicalxpress.com
[3] washingtonpost.com
[3] nytimes.com
[3] gao.gov

Top Domains in Tweet in G10:
[4] theepochtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3210] opioidcrisis
[582] opioid
[286] opioids
[246] opioidepidemic
[243] thebane
[243] cpst
[203] addiction
[144] justice
[104] chronicpain
[85] healthcare



Top Hashtags in Tweet in G1:
[528] opioidcrisis
[362] opioid
[17] opioids
[14] opioidhysteria
[12] narxcare
[8] chronicpain
[5] addiction
[4] cpp
[4] elpaso
[4] fakeopioidcrisis

Top Hashtags in Tweet in G2:
[371] opioidcrisis
[97] opioid
[58] chronicpain
[53] opioids
[35] opioidhysteria
[30] opioidepidemic
[22] narxcare
[16] addiction
[16] pelvicmesh
[14] pnn

Top Hashtags in Tweet in G3:
[353] opioidcrisis
[62] opioidepidemic
[57] addiction
[35] opioids
[18] opioid
[17] healthcare
[17] recovery
[16] azhealth
[16] phx
[14] naloxone

Top Hashtags in Tweet in G4:
[244] opioidcrisis
[238] thebane
[238] cpst
[5] florida
[3] themoreyouknow
[3] addictionawareness
[2] opioidepidemic
[2] recovery
[1] opioid
[1] orangecounty

Top Hashtags in Tweet in G5:
[142] justice
[37] drugtrafficking
[22] opioidcrisis
[4] mississippi
[3] thebane
[3] cpst
[3] psa
[2] cancer
[2] pain
[2] firearms

Top Hashtags in Tweet in G6:
[93] opioidcrisis
[23] addiction
[18] opioidepidemic
[12] mobilizerecovery
[4] opioids
[4] china
[3] ncs
[3] lphs
[3] makerecoverytheepidemic
[3] recovery

Top Hashtags in Tweet in G7:
[108] opioidcrisis
[29] opioidepidemic
[22] addiction
[21] opioidjustice
[20] opioids
[11] buprenorphine
[11] newyork
[11] overdose
[10] philadelphia
[7] recovery

Top Hashtags in Tweet in G8:
[39] opioidcrisis
[11] thesepeoplearesick
[11] mentalhealthreformnow
[9] liberalismisamentaldisorder
[7] socialismkills
[7] mental
[7] bordercrisis
[7] nationalemergency
[7] buildthewall
[7] bordersecurity

Top Hashtags in Tweet in G9:
[176] opioidcrisis
[52] sharedfacts
[51] suicideprevention
[32] opioidepidemic
[19] humanreasoning
[19] buprenorphine
[17] opioid
[14] fightaddiction
[12] opioids
[11] causalitycrisis

Top Hashtags in Tweet in G10:
[35] tariffs
[35] chinese
[34] opioidcrisis
[29] mexican
[3] fentanyl
[2] thebane
[2] cpst
[2] trafficking
[1] drug
[1] justice

Top Words
Top Words in Tweet in Entire Graph:
[3029] Words in Sentiment List#1: Positive
[7170] Words in Sentiment List#2: Negative
[102] Words in Sentiment List#3: Angry/Violent
[128753] Non-categorized Words
[138955] Total Words
[5130] #opioidcrisis
[1548] #opioid
[1280] pain
[862] opioid
[563] people

Top Words in Tweet in G1:
[1226] #opioidcrisis
[1093] #opioid
[806] pain
[267] doctors
[255] people
[247] patients
[210] treat
[199] take
[164] society
[159] addiction

Top Words in Tweet in G2:
[684] #opioidcrisis
[292] #opioid
[268] pain
[110] #chronicpain
[107] opioid
[104] people
[86] patients
[83] more
[77] #opioidhysteria
[74] addiction

Top Words in Tweet in G3:
[356] #opioidcrisis
[75] opioid
[62] #opioidepidemic
[58] #addiction
[57] drug
[37] county
[36] #opioids
[34] state
[29] more
[29] people

Top Words in Tweet in G4:
[476] worked
[246] #opioidcrisis
[240] 1
[238] give
[238] perspective
[238] company
[238] imported
[238] #thebane
[238] #cpst
[238] concentrated

Top Words in Tweet in G5:
[175] #opioidcrisis
[154] potus
[142] #justice
[121] prison
[106] #drugtrafficking
[102] guilty
[84] trafficking
[77] meth
[72] sentenced
[70] drug

Top Words in Tweet in G6:
[121] #opioidcrisis
[42] realdonaldtrump
[37] #mobilizerecovery
[34] #opioidepidemic
[27] ryanforrecovery
[25] #addiction
[24] s
[22] we've
[21] those
[21] 2019

Top Words in Tweet in G7:
[173] #opioidcrisis
[49] opioid
[45] people
[45] #opioidepidemic
[34] use
[31] pewtrusts
[31] experts
[31] drptw
[30] jasndoc
[29] #addiction

Top Words in Tweet in G8:
[49] #opioidcrisis
[14] w
[12] #thesepeoplearesick
[12] #mentalhealthreformnow
[9] #liberalismisamentaldisorder
[9] #mental
[8] #socialismkills
[8] #wwg1wga
[7] nra
[7] #drugepidemic

Top Words in Tweet in G9:
[209] #opioidcrisis
[92] #sharedfacts
[53] #suicideprevention
[49] opioid
[45] causes
[42] #opioidepidemic
[41] important
[38] #humanreasoning
[37] communication
[32] very

Top Words in Tweet in G10:
[96] #opioidcrisis
[64] #fentanyl
[62] state
[56] over
[54] opioid
[37] new
[35] president
[35] trump
[35] announced
[35] plans

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1379] #opioidcrisis,#opioid
[243] 1,give
[243] give,perspective
[243] perspective,#opioidcrisis
[243] #opioidcrisis,company
[243] company,worked
[243] worked,imported
[243] imported,#thebane
[243] #thebane,#cpst
[243] #cpst,concentrated

Top Word Pairs in Tweet in G1:
[1088] #opioidcrisis,#opioid
[124] witnessing,epidemic
[124] epidemic,ignorance
[124] ignorance,prejudice
[124] prejudice,punishing
[124] punishing,inflicting
[124] inflicting,pain
[124] pain,innocent
[124] innocent,patients
[124] patients,simply

Top Word Pairs in Tweet in G2:
[250] #opioidcrisis,#opioid
[37] #opioidcrisis,#opioidepidemic
[36] pain,patients
[35] pain,meds
[35] #opioids,#opioidcrisis
[31] #opioidcrisis,#opioidhysteria
[31] addicted,people
[26] ok,sue
[26] #chronicpain,#opioidcrisis
[26] u,s

Top Word Pairs in Tweet in G3:
[32] #opioidcrisis,#opioidepidemic
[25] #opioidcrisis,#addiction
[19] #opioidepidemic,#opioidcrisis
[16] opioid,crisis
[16] #addiction,#azhealth
[16] #azhealth,#phx
[14] #opioidcrisis,#opioids
[11] #opioids,#opioidcrisis
[10] victims,#opioidcrisis
[10] #opioidcrisis,counties

Top Word Pairs in Tweet in G4:
[238] 1,give
[238] give,perspective
[238] perspective,#opioidcrisis
[238] #opioidcrisis,company
[238] company,worked
[238] worked,imported
[238] imported,#thebane
[238] #thebane,#cpst
[238] #cpst,concentrated
[238] concentrated,poppy

Top Word Pairs in Tweet in G5:
[108] potus,#opioidcrisis
[67] guilty,#drugtrafficking
[59] months,prison
[46] #drugtrafficking,#firearms
[44] sentenced,meth
[38] #justice,mexican
[35] #justice,man
[35] man,pleads
[35] pleads,guilty
[35] guilty,running

Top Word Pairs in Tweet in G6:
[18] honor,those
[18] those,we've
[18] we've,lost
[18] lost,#addiction
[18] #addiction,#opioidcrisis
[18] #opioidcrisis,asking
[18] asking,realdonaldtrump
[18] realdonaldtrump,please
[18] please,order
[18] order,flags

Top Word Pairs in Tweet in G7:
[26] opioid,use
[21] facebook,live
[20] #treatment,#opioidcrisis
[18] #opioidepidemic,#opioidjustice
[18] jasndoc,drptw
[18] #opioidcrisis,facebook
[17] #recovery,#treatment
[17] usc,experts
[16] #opioids,#opioidcrisis
[15] #opioidcrisis,#opioidusedisorder

Top Word Pairs in Tweet in G8:
[7] #buildthewall,#bordersecurity
[7] #bordersecurity,#elchapoact
[7] #elchapoact,#secureourborders
[7] #secureourborders,#opioidcrisis
[7] #opioidcrisis,#fixit
[6] #liberalismisamentaldisorder,#thesepeoplearesick
[6] #thesepeoplearesick,#socialismkills
[6] #socialismkills,#democratsaredangerous
[6] #democratssoldusaout,#mentalhealthreformnow
[6] #mentalhealthreformnow,#mentalhospitalsnow

Top Word Pairs in Tweet in G9:
[31] very,important
[25] root,causes
[23] #suicideprevention,decrease
[23] decrease,#opioidcrisis
[23] #opioidcrisis,addressing
[23] addressing,root
[23] causes,very
[23] important,same
[23] same,time
[23] time,providing

Top Word Pairs in Tweet in G10:
[35] president,trump
[35] trump,announced
[35] announced,plans
[35] plans,impose
[35] impose,new
[35] new,#tariffs
[35] #tariffs,300
[35] 300,billion
[35] billion,worth
[35] worth,#chinese

Top Replied-To
Top Replied-To in Entire Graph:
@usattybrown
@realdonaldtrump
@usc
@amyklobuchar
@danalarsen
@anthembcbs
@bill_morneau
@iamjohnoliver
@hilarykimmorden
@corybooker

Top Replied-To in G1:
@enough212
@jonstewartbooks
@cmerandi
@downtowin
@soofriends
@angelsgal02
@denisegeltman
@hross03

Top Replied-To in G2:
@usattybrown
@hilarykimmorden
@iamjohnoliver
@danlairdmd
@irishbrat1966
@rebeccacokley
@pinkyscudero
@senrobportman
@repangiecraig
@d_david89

Top Replied-To in G3:
@nyctaxicabtales

Top Replied-To in G5:
@defenseone
@marshablackburn

Top Replied-To in G6:
@anthembcbs
@realdonaldtrump
@refocuszone
@david_sheff
@captainlives
@charliebakerma
@flotus
@jimlangevin
@thedeepstate6

Top Replied-To in G7:
@usc
@jasndoc
@pewhealth

Top Replied-To in G8:
@ladychesapeake
@marwilliamson
@dsamikep
@thejakeayers
@realmattcouch
@veritasrepublic
@michi83
@newsweek
@karlak916
@katrinaleila

Top Replied-To in G9:
@docs4guncontrol
@hhsgov
@abc
@usatoday

Top Mentioned
Top Mentioned in Entire Graph:
@potus
@tvonetv
@realdonaldtrump
@jasminesanders
@mercer
@thejusticedept
@jkenney
@ucalgary
@pewtrusts
@asra_society

Top Mentioned in G1:
@thomasklinemd
@coloradonewsccm
@littletonconews
@juanrodrigomd
@foxnewsalert
@borelmedwriter
@danlairdmd
@potus
@vett_ree
@roots_action

Top Mentioned in G2:
@statnews
@hrw
@cdcgov
@guardian
@realdonaldtrump
@tnrethx
@us_fda
@senatordurbin
@stefankertesz
@danlairdmd

Top Mentioned in G3:
@coopermedschool
@umainepolicy

Top Mentioned in G5:
@potus
@homelandgop
@realdonaldtrump
@governorlittle
@votesagedixon
@senatorrisch
@mikecrapo
@urilf

Top Mentioned in G6:
@realdonaldtrump
@ryanforrecovery
@overdoseday
@senamyklobuchar
@caseysteckling
@andrewburki
@flotus
@sandgaardfnd
@govtimwalz
@nbcnewshealth

Top Mentioned in G7:
@pewtrusts
@drptw
@jasndoc
@bostonglobe
@drsarahwakeman
@bethconnolly20
@haffajee_r
@felicejfreyer
@danciccarone
@zachwritesstuff

Top Mentioned in G8:
@cbp
@dhsgov
@icegov
@hhsgov
@nra
@marwilliamson
@thejusticedept
@statedept
@realdonaldtrump
@herbert_l_reed

Top Mentioned in G9:
@hhsgov
@ap
@voxdotcom
@usatoday
@choosehealthla
@columbiasig
@medical_xpress
@nytimes
@pamedsociety
@triblive

Top Mentioned in G10:
@thejusticedept
@potus

Top Tweeters
Top Tweeters in Entire Graph:
@immoralreport
@ez4u2say_janis
@plantflowes
@woitekj
@john_siracusa
@mkues65
@blanca_mar2004
@1loriking
@scott1984fp
@donotgiveuphope

Top Tweeters in G1:
@scott1984fp
@phendricks71
@dianabialkowski
@kathyfisher10
@empnew
@sav01
@cynicalvision50
@fluffscruffjrs
@brokenbong
@codienec

Top Tweeters in G2:
@plantflowes
@guardian
@threadreaderapp
@lauschjack
@zarifaroberson
@saraturner19
@cbsnews
@carolyncolson
@erinscafe
@msnbc

Top Tweeters in G3:
@teetweetshere
@calliopeco
@pdjmoo
@starbuck603
@cyn190
@suebouchard313
@worldnewsdotcom
@loveamerica516
@tomkolovostko
@ltandynorris

Top Tweeters in G4:
@woitekj
@irritatedwoman
@growingaway
@vivianmtl
@eversfam
@plmyers
@53kalevasjanice
@cc125
@tographer
@lucy24smith

Top Tweeters in G5:
@justmepammy
@rmack2x
@rentonmagauk
@norvilgirl
@jayoung1892
@bppope
@superelitetexan
@beachykate69
@maryfass3
@jewelsjones1

Top Tweeters in G6:
@abc7news
@otdon
@reverendentity
@bradparker_
@susandesanti
@statesman
@bexofeasttex
@naplesrocks
@kathiincali
@10wallstreet

Top Tweeters in G7:
@bostonglobe
@will_bunch
@grawlix_epitome
@geoffsabtchange
@publichealthrts
@leobeletsky
@carlosdelrio7
@pewtrusts
@usnehal
@chrishendel

Top Tweeters in G8:
@immoralreport
@cathyspartanj
@vachilly64
@realmattcouch
@peterjukes
@newsweek
@deronda_sears
@herbert_l_reed
@miamiherald
@bet

Top Tweeters in G9:
@john_siracusa
@blanca_mar2004
@business
@usatoday
@abc
@ap
@nursevictoria11
@allentien
@hanneshanath
@triblive

Top Tweeters in G10:
@jamess020770
@webb_carrie
@arrowsmithwoman
@waywordknight
@lumezgo77
@s_soteria
@ressiger1111
@54ange
@weciv01
@basskicker11