Fentanyl, Twitter, 8/22/2021 12:54:54 AM, 260711
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Fentanyl_2021-08-21_15-57-24.xlsx
Fentanyl_2021-08-21_15-57-24.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
August 22, 2021
Short Description:
Fentanyl via NodeXL https://bit.ly/3zkeG2g
@vicenews
@joebiden
@birgitomo
@shellenbergermd
@bilked2thebrink
@irishbrat1966
@vp
@egreeedy
@asvpberg
@jfeilders

Top hashtags:
#fentanyl
#china
#harmreduction
#overdose
#sanfrancisco
#opioidcrisis
#opioids
#drug
#drugs

Description:
Description
The graph represents a network of 18,502 Twitter users whose recent tweets contained "Fentanyl", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 21 August 2021 at 23:58 UTC.

The tweets in the network were tweeted over the 6-day, 0-hour, 28-minute period from Sunday, 15 August 2021 at 22:28 UTC to Saturday, 21 August 2021 at 22:56 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 : 18502
Unique Edges : 24820
Edges With Duplicates : 5107
Total Edges : 29927
Number of Edge Types : 5
Tweet : 3428
Replies to : 3835
Retweet : 11212
Mentions : 4889
MentionsInRetweet : 6563
Self-Loops : 3548
Reciprocated Vertex Pair Ratio : 0.0118955926401369
Reciprocated Edge Ratio : 0.02351150202977
Connected Components : 3567
Single-Vertex Connected Components : 1858
Maximum Vertices in a Connected Component : 10333
Maximum Edges in a Connected Component : 20989
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.718771
Graph Density : 6.90844869913893E-05
Modularity : 0.761397
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 18,502 Twitter users whose recent tweets contained "Fentanyl", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 21 August 2021 at 23:58 UTC.

The tweets in the network were tweeted over the 6-day, 0-hour, 28-minute period from Sunday, 15 August 2021 at 22:28 UTC to Saturday, 21 August 2021 at 22:56 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Fentanyl
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1907] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply?utm_source=vicenewstwitter
[174] https://dailycaller.com/2021/08/19/west-virginia-attorney-general-patrick-morrisey-joe-biden-lawsuit/
[173] https://www.foxnews.com/politics/west-virginia-ag-sues-biden-admin-border-policy-reversal-fentanyl-flow
[172] https://michaelshellenberger.substack.com/p/the-reason-theyre-letting-fentanyl
[168] https://www.latimes.com/opinion/story/2021-08-15/fentanyl-viral-video-police-contact-overdose
[128] https://www.newsmax.com/newsfront/west-virginia-morrissey-fentanyl-immigration/2021/08/20/id/1033120/
[110] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply
[77] https://www.americaoutloud.com/china-on-the-rise/
[69] https://twitter.com/HiJAction/status/1428029678867173384
[51] https://twitter.com/VICENews/status/1428742646323892226

Top URLs in Tweet in G1:
[8] https://www.foxnews.com/politics/west-virginia-ag-sues-biden-admin-border-policy-reversal-fentanyl-flow
[5] https://newsmax.com/
[3] https://www.10news.com/news/local-news/2-8-tons-of-methamphetamine-and-fentanyl-seized-at-border
[2] https://rumble.com/ve0s1j-courtesy-of-the-ccp-and-cartels-we-have-more-than-one-dose-of-fentanyl-per-.html
[2] https://go.usa.gov:443/xHYfJ
[1] https://dennismichaellynch.com/report-state-ag-sues-biden-admin-over-border-policy-reversal-tied-to-devastating-fentanyl-flow/
[1] https://www.newsmax.com/newsfront/west-virginia-morrissey-fentanyl-immigration/2021/08/20/id/1033120/?ns_mail_uid=867ac8d0-764f-4cd2-a62f-61c6e13d9982&ns_mail_job=DM250577_08202021&s=acs&dkt_nbr=0105023tidr8
[1] https://www.newsmax.com/newsfront/west-virginia-morrissey-fentanyl-immigration/2021/08/20/id/1033120/?ns_mail_uid=00d8219a-8776-43c3-b745-7365abd62589&ns_mail_job=DM250577_08202021&s=acs&dkt_nbr=0105023tidr8
[1] https://www.cnn.com/2021/07/14/health/drug-overdose-deaths-2020/index.html
[1] https://twitter.com/thierrymariani/status/1427049597910802432?s=21

Top URLs in Tweet in G2:
[30] https://twitter.com/VICENews/status/1428742646323892226
[29] https://twitter.com/i/events/1428742771716857864
[25] https://twitter.com/vicenews/status/1428742646323892226
[23] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply
[22] https://www.foxnews.com/politics/west-virginia-ag-sues-biden-admin-border-policy-reversal-fentanyl-flow
[10] https://twitter.com/vicenews/status/1428742647833841672
[9] https://twitter.com/VICENews/status/1428742647833841672
[9] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply?utm_source=vicenewstwitter
[8] https://www.latimes.com/opinion/story/2021-08-15/fentanyl-viral-video-police-contact-overdose
[6] https://www.eurasiareview.com/16082021-the-reason-theyre-letting-fentanyl-kill-kids-is-because-they-think-drug-dealers-are-the-real-victims-oped/

Top URLs in Tweet in G3:
[1819] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply?utm_source=vicenewstwitter
[21] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply
[12] https://twitter.com/i/events/1428742771716857864
[8] https://www.vice.com/en/article/4av8dn/just-stop-buying-fake-covid-vaccine-cards?utm_source=vicenewstwitter
[8] https://twitter.com/vicenews/status/1428742646323892226
[7] https://twitter.com/VICENews/status/1428742646323892226
[5] https://twitter.com/10News/status/1428498164693180420
[4] https://twitter.com/VICENews/status/1428742651134812170
[4] https://www.amazon.com/Fentanyl-Strip-Liquid-Powder-Substances/dp/B08KKDY1QV/
[4] https://twitter.com/VICENews/status/1428742659770834947

Top URLs in Tweet in G4:
[158] https://www.latimes.com/opinion/story/2021-08-15/fentanyl-viral-video-police-contact-overdose
[64] https://twitter.com/HiJAction/status/1428029678867173384
[37] https://twitter.com/BBCWorld/status/1427656965619134470
[32] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply
[31] https://twitter.com/HillPharmD/status/1424425759565811714
[26] https://twitter.com/latimes/status/1427084702482116609
[22] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply?utm_source=vicenewstwitter
[20] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7492952/
[15] https://engage.drugpolicy.org/secure/tell-san-diego-sheriff-retract-debunked-fentanyl-myth?ms=3A1_2108FentanylSDSheriff&utm_campaign=fy22advocacy&utm_medium=social&utm_source=2108twc3FentanylSDSheriff&cid=7011K000001SFB5QAO
[15] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply?utm_source=VICE_Twitter&utm_medium=social+

Top URLs in Tweet in G5:
[3] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply?utm_source=vicenewstwitter
[2] https://twitter.com/MSNBC/status/1428801006339506182
[1] https://www.ice.gov/investigations/narcotics
[1] https://www.latimes.com/opinion/story/2021-08-15/fentanyl-viral-video-police-contact-overdose

Top URLs in Tweet in G6:
[157] https://michaelshellenberger.substack.com/p/the-reason-theyre-letting-fentanyl
[13] https://www.usatoday.com/restricted/?return=https:%2F%2Fwww.usatoday.com%2Fstory%2Fopinion%2Fvoices%2F2021%2F07%2F27%2Ffentanyl-addiction-synthetic-opioids-san-francisco-drug-crime%2F8073214002%2F
[13] https://www.californiapeacecoalition.org/action
[11] https://twitter.com/ShellenbergerMD/status/1427063496701739009
[10] https://www.foxnews.com/us/san-francisco-da-second-recall-effort-residents-fed-up-progressive-policies
[10] https://michaelshellenberger.substack.com/p/the-reason-theyre-letting-fentanyl?r=nc16u&utm_campaign=post&utm_medium=email&utm_source=twitter
[7] https://www.canada.ca/en/border-services-agency/news/2021/08/cbsa-intercepts-1500-kg-of-chemicals-used-to-produce-fentanyl.html
[5] https://twitter.com/CBP/status/1426343065363656709
[4] https://twitter.com/sfpdinvestigate/status/1428223754329460747
[4] https://www.sccgov.org/sites/da/newsroom/newsreleases/Pages/NRA2021/Fentanyl-Warning-.aspx

Top URLs in Tweet in G7:
[159] https://dailycaller.com/2021/08/19/west-virginia-attorney-general-patrick-morrisey-joe-biden-lawsuit/
[126] https://www.newsmax.com/newsfront/west-virginia-morrissey-fentanyl-immigration/2021/08/20/id/1033120/
[26] https://newsmax.com/
[11] https://elamerican.com/americas-fall-from-grace/
[9] https://www.thegatewaypundit.com/2021/08/sen-dianne-feinsteins-office-scolded-ashli-babbitts-grieving-mother-daughter-not-stormed-capitol/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[6] https://www.wvnews.com/news/wvnews/west-virginia-ag-morrisey-sues-biden-administration-over-mexico-border-policy-citing-fentanyl-trafficking/article_3b8e7988-011d-11ec-9e0e-a7580fd8441b.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[6] https://mailchi.mp/wvago/wva-ag-sues-biden-admin-to-stop-fentanyl-trafficking
[6] https://www.wvnews.com/news/wvnews/west-virginia-ag-morrisey-sues-biden-administration-over-mexico-border-policy-citing-fentanyl-trafficking/article_3b8e7988-011d-11ec-9e0e-a7580fd8441b.html
[4] https://riverheadnewsreview.timesreview.com/2021/08/106531/very-very-dangerous-batch-of-drugs-has-killed-six-east-end-residents-this-week-police-urge-people-to-heed-caution/
[4] https://abc7ny.com/10956931/?ex_cid=TA_WABC_TW&taid=611bbeaceb33530001737bc9&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G8:
[3] https://twitter.com/omaha_scanner/status/1427812348333539331
[2] https://twitter.com/a___felz/status/1427750559184982023
[1] https://www.lincoln.ne.gov/City/Departments/Health-Department/Health-Promotion-Outreach/OD

Top URLs in Tweet in G9:
[14] https://www.lincoln.ne.gov/City/Departments/Health-Department/Health-Promotion-Outreach/OD
[12] https://www.dea.gov/press-releases/2021/08/17/fentanyl-related-overdose-deaths-spike-lincoln-and-omaha
[10] https://dosetest.com/product/fentanyl-test-strip/
[10] https://twitter.com/alexanderussell/status/1427806398331695110
[7] https://omaha.com/news/local/crime-and-courts/omaha-and-lincoln-police-others-warn-of-spike-in-fentanyl-overdoses/article_985a6b7e-ff9a-11eb-af4b-4fe0e94928b0.html?utm_medium=social&utm_source=undefined_OWHnews
[6] https://www.1011now.com/2021/08/17/fentanyl-related-overdose-deaths-spike-lincoln-omaha/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=koln
[5] https://www.ketv.com/article/8-overdose-deaths-21-overdoses-all-fentanyl-related-reported-between-lincoln-and-omaha-in-the-last-6-days/37331722?utm_campaign=snd-autopilot
[4] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply?utm_source=vicenewstwitter
[3] https://www.1011now.com/2021/08/17/fentanyl-related-overdose-deaths-spike-lincoln-omaha/
[3] https://healingcommunitiesstudy.org/communities/nysuffolk.html

Top URLs in Tweet in G10:
[11] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply
[5] https://kfdm.com/news/local/dea-warns-about-hot-batches-as-fentanyl-overdoses-soar
[3] https://www.lootpress.com/w-va-ag-sues-biden-admin-to-stop-fentanyl-trafficking/
[3] https://www.nydailynews.com/new-york/nyc-crime/ny-covid-overdose-deaths-fentanyl-20210813-hiozuauf2za67lwvl3jmcdg254-story.html
[2] https://www.reuters.com/article/factcheck-fentanyl-overdose/fact-check-overdose-of-fentanyl-just-by-being-in-its-presence-is-not-possible-experts-tell-reuters-idUSL1N2PI0PZ
[1] https://twitter.com/sapinker/status/1426600108687171586
[1] https://twitter.com/cathy_kean/status/1429097160897933318
[1] https://www.vice.com/en/article/jg84v7/fentanyl-is-creeping-into-the-mainstream-drug-supply?utm_source=vicenewstwitter
[1] https://abcnews.go.com/Politics/fentanyl-seized-cbp-2021-2020/story?id=77744071
[1] https://twitter.com/zerohedge/status/1428919857647587329

Top Domains
Top Domains in Tweet in Entire Graph:
[2059] vice.com
[1332] twitter.com
[210] foxnews.com
[203] newsmax.com
[191] latimes.com
[187] substack.com
[181] dailycaller.com
[87] cbp.gov
[82] patch.com
[81] youtube.com

Top Domains in Tweet in G1:
[8] foxnews.com
[7] newsmax.com
[3] 10news.com
[2] rumble.com
[2] usa.gov
[2] twitter.com
[1] dennismichaellynch.com
[1] cnn.com

Top Domains in Tweet in G2:
[346] twitter.com
[70] patch.com
[41] vice.com
[31] foxnews.com
[16] newsmax.com
[13] youtube.com
[11] latimes.com
[9] msn.com
[9] oddcrimes.com
[9] theepochtimes.com

Top Domains in Tweet in G3:
[1850] vice.com
[60] twitter.com
[4] spotify.com
[4] dancesafe.org
[4] amazon.com
[4] harmreduction.org
[3] threadreaderapp.com
[3] rollingstone.com
[3] ketchellaw.com
[2] kfdm.com

Top Domains in Tweet in G4:
[321] twitter.com
[168] latimes.com
[70] vice.com
[42] nih.gov
[23] drugpolicy.org
[19] washingtonpost.com
[17] changingthenarrative.news
[14] filtermag.org
[12] cdc.gov
[9] sciencedirect.com

Top Domains in Tweet in G5:
[3] vice.com
[2] twitter.com
[1] ice.gov
[1] latimes.com

Top Domains in Tweet in G6:
[170] substack.com
[55] twitter.com
[15] californiapeacecoalition.org
[13] usatoday.com
[10] foxnews.com
[7] canada.ca
[4] sccgov.org
[3] cp24.com
[3] rand.org
[3] sfchronicle.com

Top Domains in Tweet in G7:
[176] newsmax.com
[165] dailycaller.com
[19] abc7ny.com
[12] wvnews.com
[11] elamerican.com
[9] thegatewaypundit.com
[7] twitter.com
[6] mailchi.mp
[4] king5.com
[4] timesreview.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] ne.gov

Top Domains in Tweet in G9:
[27] twitter.com
[14] ne.gov
[12] dea.gov
[10] dosetest.com
[9] omaha.com
[9] 1011now.com
[8] ketv.com
[5] abc30.com
[4] vice.com
[4] sccgov.org

Top Domains in Tweet in G10:
[12] vice.com
[5] twitter.com
[5] lootpress.com
[5] kfdm.com
[3] reuters.com
[3] nydailynews.com
[2] foxnews.com
[1] go.com
[1] poppies.now
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[429] fentanyl
[94] china
[76] harmreduction
[64] overdose
[49] sanfrancisco
[49] opioidcrisis
[48] opioids
[43] drug
[39] drugs
[35] icymi



Top Hashtags in Tweet in G1:
[8] americans
[5] afghanistan
[4] illegalimmigrants
[4] fentanyl
[4] impeachbidennow
[3] foxnews
[2] vaccine
[2] trump
[1] buffoonbiden
[1] democrats

Top Hashtags in Tweet in G2:
[73] fentanyl
[11] foxnews
[10] afghanistan
[8] drugs
[7] opioidcrisis
[6] heroin
[6] addiction
[6] china
[6] cocaine
[6] overdose

Top Hashtags in Tweet in G3:
[8] fentanyl
[4] tiktok
[2] dontdoit
[1] russian
[1] pharmacist
[1] usa
[1] wtffentanyl
[1] clickbait
[1] dobetter
[1] media

Top Hashtags in Tweet in G4:
[60] fentanyl
[23] opioids
[21] wtfentanyl
[20] nomoredrugwar
[18] dontpunishpain
[15] naloxone
[14] harmreduction
[12] overdose
[12] policing
[10] safesupply

Top Hashtags in Tweet in G6:
[69] fentanyl
[49] sanfrancisco
[15] tenderloin
[11] opioidcrisis
[9] opioids
[8] dea
[8] dyk
[8] testit
[7] maddtoo
[7] canada

Top Hashtags in Tweet in G7:
[31] buildbackbetter
[4] breaking
[3] overdose
[3] bidencartel
[3] bidenbordercrisis
[2] lnk
[2] fentanyl
[2] az
[2] foxnews
[2] lizzo

Top Hashtags in Tweet in G8:
[1] lnk

Top Hashtags in Tweet in G9:
[25] lnk
[23] fentanyl
[19] omaha
[14] overdose
[12] drug
[12] heroin
[12] lincoln
[10] justsayno
[10] noopioiduse
[7] canarcan

Top Hashtags in Tweet in G10:
[16] fentanyl
[13] covid
[11] inflation
[6] openborder
[6] energydependence
[6] oilreserves
[6] landleases
[6] keystonexlpipeline
[6] russia
[6] nordstream

Top Words
Top Words in Tweet in Entire Graph:
[17593] fentanyl
[4041] going
[3381] drug
[3032] border
[2584] afghanistan
[2393] know
[2321] southern
[2088] stop
[2044] killed
[2039] knows

Top Words in Tweet in G1:
[3604] going
[1851] fentanyl
[1829] joebiden
[1825] border
[1821] vp
[1811] afghanistan
[1809] know
[1809] southern
[1804] jobs
[1803] botched

Top Words in Tweet in G2:
[2003] fentanyl
[268] cocaine
[254] drugs
[239] drug
[162] meth
[162] laced
[156] people
[143] heroin
[132] over
[114] such

Top Words in Tweet in G3:
[2051] fentanyl
[1522] drug
[872] social
[809] market
[791] absolutely
[790] right
[786] flooded
[583] overdoses
[562] drugs
[520] users

Top Words in Tweet in G4:
[1614] fentanyl
[337] overdose
[261] illicit
[227] misinformation
[222] supply
[211] more
[201] drugs
[194] crisis
[187] heroin
[186] drug

Top Words in Tweet in G5:
[971] fentanyl
[909] hydromorphone
[905] anti
[905] vaxxers
[905] aware
[905] patients
[905] end
[905] intubated
[905] icu
[905] receive

Top Words in Tweet in G6:
[649] fentanyl
[579] drug
[333] dealers
[220] kids
[189] parents
[174] victims
[173] down
[167] deadly
[167] markets
[162] california's

Top Words in Tweet in G7:
[509] fentanyl
[362] border
[338] over
[331] virginia
[330] west
[314] biden
[303] administration
[303] southern
[212] sues
[177] trafficking

Top Words in Tweet in G8:
[348] fentanyl
[333] anyone
[325] laced
[324] cocaine
[324] please
[321] one
[320] last
[320] people
[318] 10
[318] omaha

Top Words in Tweet in G9:
[381] fentanyl
[221] deaths
[172] laced
[167] overdoses
[150] overdose
[114] deaomahadiv
[109] lincoln_police
[108] omahapolice
[108] nestatepatrol
[106] drugs

Top Words in Tweet in G10:
[168] fentanyl
[52] border
[43] potus
[29] biden
[26] heroin
[24] overdoses
[24] use
[23] china
[23] drug
[23] policies

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2299] southern,border
[1922] fentanyl,flooding
[1859] botched,afghanistan
[1859] keystone,energy
[1859] opened,southern
[1858] energy,jobs
[1857] afghanistan,killed
[1857] killed,keystone
[1857] jobs,opened
[1857] border,inflation

Top Word Pairs in Tweet in G1:
[1808] southern,border
[1803] botched,afghanistan
[1803] keystone,energy
[1802] know,going
[1802] energy,jobs
[1802] opened,southern
[1802] inflation,fentanyl
[1802] fentanyl,flooding
[1801] stop,saying
[1801] saying,joebiden

Top Word Pairs in Tweet in G2:
[118] meth,fentanyl
[111] cocaine,meth
[102] fentanyl,etc
[100] fentanyl,laced
[92] recreational,drugs
[92] drugs,such
[88] marijuana,cocaine
[86] such,marijuana
[83] uses,recreational
[83] recent,tox

Top Word Pairs in Tweet in G3:
[788] drug,market
[785] market,absolutely
[785] absolutely,flooded
[785] flooded,fentanyl
[784] fentanyl,right
[517] drug,users
[438] cocaine,meth
[437] meth,ecstasy
[437] tainted,fentanyl
[436] social,drug

Top Word Pairs in Tweet in G4:
[152] illicit,fentanyl
[105] overdose,crisis
[88] touching,fentanyl
[81] safe,supply
[71] misinformation,fentanyl
[69] simply,touching
[66] fentanyl,going
[65] fentanyl,exposure
[65] long,history
[65] od,fentanyl

Top Word Pairs in Tweet in G5:
[905] anti,vaxxers
[905] vaxxers,aware
[905] aware,patients
[905] patients,end
[905] end,intubated
[905] intubated,icu
[905] icu,receive
[905] receive,medications
[905] medications,such
[905] such,levophed

Top Word Pairs in Tweet in G6:
[247] drug,dealers
[159] shut,down
[159] drug,markets
[149] everybody,knows
[149] knows,shut
[149] down,california's
[149] california's,deadly
[149] deadly,drug
[149] markets,leaders
[149] leaders,ignorance

Top Word Pairs in Tweet in G7:
[330] west,virginia
[303] biden,administration
[303] southern,border
[301] administration,over
[186] sues,biden
[172] fentanyl,trafficking
[167] virginia,ag
[163] virginia,attorney
[163] attorney,general
[162] general,sues

Top Word Pairs in Tweet in G8:
[317] last,days
[317] days,10
[317] 10,people
[317] people,omaha
[317] omaha,died
[317] died,fentanyl
[317] fentanyl,laced
[317] laced,cocaine
[317] cocaine,one
[317] one,step

Top Word Pairs in Tweet in G9:
[128] overdose,deaths
[106] lincoln_police,nestatepatrol
[97] fentanyl,laced
[91] 21,overdoses
[86] day,span
[85] deaths,21
[80] overdoses,reported
[80] two,cities
[80] six,day
[79] omahapolice,deaomahadiv

Top Word Pairs in Tweet in G10:
[16] crack,cocaine
[15] southern,border
[15] fentanyl,overdoses
[11] wasn,use
[11] use,marijuana
[11] marijuana,back
[11] back,pain
[11] pain,today
[11] today,use
[11] use,less

Top Replied-To
Top Replied-To in Entire Graph:
@vicenews
@cnnphilippines
@fentanyl_2mg
@biuntfuill
@deahq
@sallymayweather
@2_fentanyl
@realcandaceo
@potus
@f0lake

Top Replied-To in G1:
@kellyannepolls
@pastelhoodie
@vp
@jimj02155
@fatimamadsen1
@infinite_aether
@monicadavies01
@andersoncooper
@marcelobr21
@joebiden

Top Replied-To in G2:

Top Replied-To in G3:
@vicenews
@jasonbrooks
@_nausicaa__
@that_nadiarain
@queenkika
@ryantreefiddy
@adenhumbert
@ijaadee
@the_mr_robots_
@glitterninja

Top Replied-To in G4:
@deahq
@ajaymanhapra
@sdsheriff
@chronic_flkeys
@cmerandi
@ibdgirl76
@zachwritesstuff
@sfchronicle
@ghanaboypharmd
@texaspharmd

Top Replied-To in G5:
@charlesbodi
@birgitomo

Top Replied-To in G6:
@matthaneysf
@twolfrecovery
@chesaboudin
@alifarhat79
@shellenbergermd
@weidekarsten
@deanpreston
@tonykellyford10
@hipsterelectron
@disclosetv

Top Replied-To in G7:
@derekmaltz_sr
@sebgorka
@peoples_pundit
@natlantica
@adamthomas623
@myobnsob
@tommydoyle47
@washingtonpost
@mattbrooksnba
@fox5atlanta

Top Replied-To in G8:
@a___felz
@nativequeen_x

Top Replied-To in G9:
@fresnosheriff
@omaha_scanner
@nestatepatrol
@cschealthsystem
@fresnopolice
@verbalese
@fresnocountyca
@snhdinfo
@lvmpd
@partnershipcc1

Top Replied-To in G10:
@potus
@scrtdrugaddict
@jillianohana
@soychicka
@cnn
@reuters
@morriseywv
@whitehouse
@nypost
@lorirennie

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@vp
@vicenews
@deaomahadiv
@myharmreduction
@omahapolice
@lincoln_police
@nestatepatrol
@jeannettezc
@bigcityandrew

Top Mentioned in G1:
@joebiden
@vp
@tonyperkis20
@kamalaharris
@kellyannepolls
@barackobama
@llaidbackchris
@lastcalifornian
@tsicofignorance
@santiagomayer_

Top Mentioned in G2:
@lovenotes0725
@ptboexaminer
@wsav
@politic_talks

Top Mentioned in G3:
@vicenews
@charlie_shain
@fowltemptress
@pantrocious
@jasonbrooks
@belle4beau
@1146_goat_north
@glitterninja
@airyouri1
@ztk_in_here

Top Mentioned in G4:
@myharmreduction
@jeannettezc
@latimes
@sdsheriff
@ryanmarino
@latimesopinion
@drugpolicyorg
@vice
@sfchronicle
@deahq

Top Mentioned in G6:
@matthaneysf
@londonbreed
@shellenbergermd
@sfdaoffice
@beyondchron
@sfpdchief
@twolfrecovery
@jacquiberlinn
@urm
@soledadursua

Top Mentioned in G7:
@dailycaller
@newsmax
@joebiden
@vp
@juliomshiling
@danaperino
@americanewsroom
@wvnews247
@deaphoenixdiv
@deahq

Top Mentioned in G9:
@deaomahadiv
@omahapolice
@lincoln_police
@nestatepatrol
@fresnoda
@fresnosheriff
@fresnopolice
@dhsgov
@margaretmims
@balderramapaco

Top Mentioned in G10:
@potus
@joebiden
@cnn
@secdef
@msnbc
@cia
@vp
@speakerpelosi
@boysarenot4sale
@longasucan2

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@tomthunkitsmind
@knewz_currently
@oldlady12345
@threadreaderapp
@zyiteblog
@johnroseputnam
@chris_1791
@souljahsingh
@bridgittelesley

Top Tweeters in G1:
@salomnm
@dctftw
@klaagblondy
@nmharley2
@sunilkumaraus
@lindasuhler
@4annegs
@hopeeternall
@jjcwow
@bakersonpeekay

Top Tweeters in G2:
@pulpnews
@knewz_currently
@zyiteblog
@crweworld
@politicalhedge
@prpnews
@john_siracusa
@courtneehendrix
@chronlaw
@exbulletinuk

Top Tweeters in G3:
@threadreaderapp
@rjber15
@jjauthor
@iceberg21slim5
@foggybottomgal
@frecklesxx20
@hoeitsrocuervo
@joanisparkles
@oldsalz
@yunglost_rebel

Top Tweeters in G4:
@freiewelteu
@lizditz
@wildwillow65
@cotey_mary
@kimvie
@donotgiveuphope
@darrellpmwest
@diligitis19
@peta
@dvanhook822

Top Tweeters in G5:
@ketaminh
@chuckw12
@sanitythief
@locou9
@natalie91231732
@megresistor
@mumbly_joe
@dmellieon
@_thesydneya
@pkanagaratnam

Top Tweeters in G6:
@wwwanpaus
@madanabhat
@blazedrts
@richfm39517086
@ibangel
@michaelbarger1
@snapchatsupport
@kingsfanone
@cnovelo66
@hrothenb

Top Tweeters in G7:
@chris_1791
@bolderthanmost
@guardian_elite
@hellokarma2021
@mtrushmore2016
@kentpg
@mefbama
@jjdj1187
@boottmills228
@wesh

Top Tweeters in G8:
@wzrd_oaz
@omahahostage
@triplebeees
@_amandayessenia
@stanlee_steemer
@obsceneprince
@bomb_kennedy
@adillon402
@_thelanette
@theboyjo

Top Tweeters in G9:
@dmspinharney
@ketv
@cyndiandlatte
@theseventhbrat
@kleegrubaugh
@owhnews
@abc30
@kenn_ffci
@susandkh
@aroundthewayash

Top Tweeters in G10:
@gus_802
@reuters
@carrybeyond
@ydanasmithdutra
@bbcnews
@considerthis1
@nypost
@mamurphymaureen
@pen_bird
@dianesbaker1


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