%22disaster recovery%22 OR %22disaster response%22, Twitter, 9/4/2021 7:21:03 PM, 261117


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%22disaster recovery%22 OR %22disaster response%22_2021-09-04_12-00-01.xlsx
"disaster recovery" OR "disaster response"_2021-09-04_12-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 04, 2021
Short Description:
"disaster recovery" OR "disaster response" via NodeXL https://bit.ly/3h2FIEt
@amysx3
@borabeet
@blkahn
@stargazer_412
@nasa
@cs_rescue
@bestfriends
@fema
@redtraccoon
@too_secrets

Top hashtags:
#hurricaneida
#disasterrecovery
#ida
#disaster
#cloud
#lafitte

Description:
Description
The graph represents a network of 7,818 Twitter users whose tweets in the requested range contained ""disaster recovery" OR "disaster response"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 04 September 2021 at 19:08 UTC.

The requested start date was Saturday, 04 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 8-day, 9-hour, 58-minute period from Thursday, 26 August 2021 at 14:01 UTC to Saturday, 04 September 2021 at 00:00 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 : 7818
Unique Edges : 3739
Edges With Duplicates : 11491
Total Edges : 15230
Number of Edge Types : 5
Retweet : 5401
MentionsInRetweet : 6893
Tweet : 1415
Mentions : 1164
Replies to : 357
Self-Loops : 1455
Reciprocated Vertex Pair Ratio : 0.0136608597568618
Reciprocated Edge Ratio : 0.0269535113748764
Connected Components : 1419
Single-Vertex Connected Components : 760
Maximum Vertices in a Connected Component : 4315
Maximum Edges in a Connected Component : 9935
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 5.855666
Graph Density : 0.000132344337581737
Modularity : 0.535087
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 7,818 Twitter users whose tweets in the requested range contained "%22disaster recovery%22 OR %22disaster response%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 04 September 2021 at 19:08 UTC.

The requested start date was Saturday, 04 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 8-day, 9-hour, 58-minute period from Thursday, 26 August 2021 at 14:01 UTC to Saturday, 04 September 2021 at 00:00 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 : GraphServerTwitterSearch
Graph Term : %22disaster recovery%22 OR %22disaster response%22
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:
[38] https://crowdsourcerescue.org/campaigns/home/289
[29] https://azure.microsoft.com/en-us/updates/vmware-dr-preview-with-asr/
[28] https://twitter.com/RNCResearch/status/1432406509481234443
[15] https://www.bayoucf.org/disaster-recovery/
[12] https://www.vox.com/2021/9/2/22652426/hurricane-ida-disaster-recovery-climate-change-policy
[12] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Ffix-disaster-response-now%2F
[11] https://www.ifaw.org/news/disaster-response-hurricane-ida-2021?ms=UONDF210822070&cid=7013k000001ZfoY&utm_source=Twitter&utm_medium=Social&utm_campaign=Hurricane+Ida
[11] https://about.att.com/pages/disaster_relief/storm_ida.html
[11] https://cloud28plus.com/en/article/how-to-leverage-cloud-disaster-recovery
[10] https://click.linksynergy.com/link?id=gKVjjqRxqcQ&offerid=916798.13343102429&type=2&murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Ffintech-risk-management

Top URLs in Tweet in G2:
[24] https://azure.microsoft.com/en-us/updates/vmware-dr-preview-with-asr/
[10] https://click.linksynergy.com/link?id=gKVjjqRxqcQ&offerid=916798.13343102429&type=2&murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Ffintech-risk-management
[8] https://bannerhealth.wd5.myworkdayjobs.com/en-US/Careers/job/Remote-Phoenix-AZ/IT-Disaster-Recovery-Process-Architect_R43434?source=BannerAT9
[6] https://www.vertiv.com/en-asia/about/news-and-insights/articles/blog-posts/data-center-disaster-recovery-checklist-features-proper-preparation/
[6] https://www.vox.com/2021/9/2/22652426/hurricane-ida-disaster-recovery-climate-change-policy
[5] https://www.cio.com/article/3631148/sungard-availability-services-harnessing-a-disaster-recovery-heritage-to-help-organizations-realize.html?utm_source=dlvr.it&utm_medium=twitter#tk.rss_all
[5] https://www.computerweekly.com/feature/Cloud-DR-The-devil-is-in-the-detail
[5] https://secure.aspca.org/donate/2021-eap-ida-bre1-dnd-T1-P1
[5] https://www.knowyouroptions.com/get-help-overview/disaster-recovery-help-for-homeowners
[5] https://bannerhealth.wd5.myworkdayjobs.com/en-US/Careers/job/Remote-Phoenix-AZ/IT-Disaster-Recovery-Business-Analyst_R43432?source=BannerAT9

Top URLs in Tweet in G3:
[3] https://www.scientificamerican.com/article/fix-disaster-response-now/?utm_source=dlvr.it&utm_medium=twitter
[1] https://nasa.tumblr.com/post/652804326874660864/in-a-warming-world-nasas-eyes-offer-crucial?linkId=123037523
[1] https://www.nasa.gov/valueofnasa?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=128892346
[1] https://go.nasa.gov/3gIuBjR
[1] https://pages.sunbeltrentals.com/Disaster-Recovery-Equipment-Guide/?utm_campaign=nationalpreparednessmonth&utm_source=twitter&utm_medium=smorganic&utm_content=null-remarketing&utm_term=Organic227
[1] https://www.nasa.gov/value-of-nasa/
[1] https://unitingaviation.com/news/capacity-efficiency/a-more-coordinated-use-of-aviation-in-disaster-response/

Top URLs in Tweet in G4:
[1] https://twitter.com/AP/status/1433133333123325959
[1] https://writersrebel.com/five-kinds-of-denial/

Top URLs in Tweet in G6:
[10] https://www.ifaw.org/news/disaster-response-hurricane-ida-2021?ms=UONDF210822070&cid=7013k000001ZfoY&utm_source=Twitter&utm_medium=Social&utm_campaign=Hurricane+Ida
[2] https://aspca.org/hurricaneida
[1] https://bit.ly/3jlJES5
[1] https://petsmartcharities.org/pro/grants/emergency-relief?utm_source=tw&utm_medium=social&utm_campaign=relief
[1] https://www.ifaw.org/news/disaster-response-california-wildfires-2020?ms=UONDC220001075&cid=7013k000001C33o
[1] https://www.sthuberts.org/aug21urgentsocial
[1] http://tinyurl.com/yjfjuwzd
[1] http://tinyurl.com/yexdo7ow
[1] http://tinyurl.com/ydro6vgt
[1] https://www.osp.va.gov/VA_Disaster_Assistance_to_Veterans_Brochure_2018.pdf

Top URLs in Tweet in G7:
[37] https://crowdsourcerescue.org/campaigns/home/289
[6] https://ebrpl.libguides.com/disaster
[2] https://zello.com/channels/c/8ee3e357
[2] https://www.esri.com/en-us/disaster-response/disasters/wildfires?adumkts=social&utm_source=social&aduc=social&adum=external&aduca=social_trends&adusf=twitter&adut=f9d6700b-217d-4f41-b695-fe77a6874581
[2] http://www.esri.com/disaster
[1] https://tdresponse.com
[1] https://sbp-ida.funraise.org
[1] https://sbpusa.org/events
[1] https://twitter.com/FastCompany/status/1433569910551109635
[1] https://zello.com/CajunNavy-DisasterResponse

Top URLs in Tweet in G8:
[4] https://afsainfosystems.com/
[3] https://www.computerweekly.com/feature/Disaster-recovery-for-SMEs-Five-key-areas-to-consider
[3] https://www.computerweekly.com/feature/Cloud-DR-The-devil-is-in-the-detail
[2] https://emergencypreparednesspartnerships.com/cyberattack-restoration-potentially-costlier-for-utilities-than-natural-disaster-recovery/
[2] https://securityboulevard.com/2021/08/5-benefits-of-disaster-recovery-in-the-cloud/?utm_campaign=FY22%20-%20Social%20Media%20-%20Thought%20Leadership&utm_content=174344565&utm_medium=social&utm_source=linkedin&hss_channel=lcp-16604
[2] https://blog.purestorage.com/purely-technical/new-solutions-for-cloud-migration-disaster-recovery-and-more/
[2] https://solutionsreview.com/backup-disaster-recovery/whats-changed-2021-gartner-magic-quadrant-for-enterprise-backup-and-recovery-software-solutions/?utm_source=rss&utm_medium=rss&utm_campaign=whats-changed-2021-gartner-magic-quadrant-for-enterprise-backup-and-recovery-software-solutions
[2] https://www.securitymagazine.com/articles/95958-taking-stock-of-your-disaster-response-plan-during-hurricane-season
[2] https://www.continuitycentral.com/index.php/news/business-continuity-news/6595-isaca-introduces-new-guidance-for-it-business-continuity-and-disaster-recovery-auditing
[2] https://www.computerweekly.com/feature/Five-ways-that-disaster-recovery-changes-in-a-pandemic?src=7233944#orig

Top URLs in Tweet in G9:
[28] https://twitter.com/RNCResearch/status/1432406509481234443
[1] https://www.fema.gov/press-release/20210318/disaster-recovery-center-open-orleans-parish-louisiana-survivors

Top URLs in Tweet in G10:
[2] https://drj.com/industry_news/stay-alert-to-continuing-risks-from-tropical-storm-ida/
[2] https://drj.com/industry_news/stormgeo-qa-making-preparations-for-mother-nature/
[2] https://operationhope.org/financial-disaster-recovery-2/
[1] https://drj.com/industry_news/bcm-software-buyers-guide-five-things-to-know-before-you-buy/
[1] https://drj.com/industry_news/steps-to-take-as-a-hurricane-approaches-and-how-to-successfully-recover-after/
[1] https://drj.com/industry_news/fema-funding-for-covid-19-testing/
[1] https://drj.com/industry_news/fema-public-assistance-funding-for-disaster-operations-in-a-pandemic/
[1] https://drj.com/industry_news/president-biden-fema-administrator-prioritize-life-safety-as-hurricane-ida-makes-landfall/
[1] https://drj.com/industry_news/fema-announces-awards-for-regional-catastrophic-preparedness-grants-program/
[1] https://drj.com/industry_news/federal-response-to-continuing-risks-from-ida/

Top Domains
Top Domains in Tweet in Entire Graph:
[181] twitter.com
[54] microsoft.com
[42] tdworld.com
[39] crowdsourcerescue.org
[31] vox.com
[26] drj.com
[23] linkedin.com
[23] solutionsreview.com
[23] aspca.org
[20] scientificamerican.com

Top Domains in Tweet in G2:
[59] twitter.com
[42] microsoft.com
[18] tdworld.com
[16] linkedin.com
[14] aspca.org
[13] fbcoverup.com
[13] myworkdayjobs.com
[10] co.uk
[10] linksynergy.com
[9] vertiv.com

Top Domains in Tweet in G3:
[3] nasa.gov
[3] scientificamerican.com
[1] tumblr.com
[1] sunbeltrentals.com
[1] unitingaviation.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] writersrebel.com

Top Domains in Tweet in G6:
[12] ifaw.org
[10] tinyurl.com
[2] aspca.org
[1] bit.ly
[1] petsmartcharities.org
[1] sthuberts.org
[1] va.gov

Top Domains in Tweet in G7:
[38] crowdsourcerescue.org
[6] libguides.com
[4] esri.com
[3] twitter.com
[3] zello.com
[2] directrelief.org
[1] tdresponse.com
[1] funraise.org
[1] sbpusa.org
[1] gulfsouthrising.org

Top Domains in Tweet in G8:
[23] solutionsreview.com
[9] computerweekly.com
[8] ow.ly
[6] radian6.com
[5] vmware.com
[4] bit.ly
[4] cio.com
[4] afsainfosystems.com
[3] linkedin.com
[3] stwb.co

Top Domains in Tweet in G9:
[28] twitter.com
[1] fema.gov

Top Domains in Tweet in G10:
[26] drj.com
[4] twitter.com
[2] operationhope.org
[2] fema.gov
[1] infrascale.com
[1] zesty.ai
[1] bit.ly
[1] linkedin.com
[1] disasterassistance.gov
[1] thegazette.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[479] hurricaneida
[136] disasterrecovery
[98] ida
[88] disaster
[66] cloud
[60] lafitte
[46] backup
[43] cybersecurity
[38] ransomware
[38] data



Top Hashtags in Tweet in G1:
[1] ida
[1] idahurricane
[1] hurricaneida

Top Hashtags in Tweet in G2:
[41] disasterrecovery
[41] hurricaneida
[25] cloud
[22] it
[21] cybersecurity
[17] azure
[15] data
[13] disaster
[12] backup
[11] datacenter

Top Hashtags in Tweet in G3:
[4] blockchain
[3] science
[3] technology

Top Hashtags in Tweet in G4:
[1] ida

Top Hashtags in Tweet in G6:
[149] hurricaneida
[10] tennessee
[1] pushforprogress

Top Hashtags in Tweet in G7:
[58] lafitte
[4] hurricaneida
[3] ida
[2] wildfires
[2] gis
[2] disaster
[1] twitter
[1] realtime
[1] crowdsource
[1] hurricane_ida

Top Hashtags in Tweet in G8:
[34] disasterrecovery
[19] backup
[19] disaster
[17] ransomware
[17] aws
[15] cloud
[15] draas
[14] data
[13] dataprotection
[12] cybersecurity

Top Hashtags in Tweet in G10:
[6] hurricaneida
[3] disasterrecovery
[3] lagov
[2] ida
[2] drjfall
[2] emergencypreparedness
[2] losangeles
[2] california
[2] lalege
[1] afghanistan

Top Words
Top Words in Tweet in Entire Graph:
[4125] disaster
[3833] rescue
[3625] needs
[2686] hurricane
[2561] ida
[2395] response
[1890] know
[1876] due
[1846] recovery
[1831] flooding

Top Words in Tweet in G1:
[3444] rescue
[3442] needs
[1722] amysx3
[1721] anyone
[1721] flooding
[1721] due
[1721] hurricane
[1721] ida
[1721] know
[1721] someone

Top Words in Tweet in G2:
[811] disaster
[586] recovery
[263] response
[144] business
[122] more
[102] help
[95] plan
[82] data
[75] hurricane
[69] continuity

Top Words in Tweet in G3:
[441] nasa
[431] hurricane
[430] ida
[429] seen
[429] space_station
[429] crew
[429] member
[429] thom_astro
[429] hours
[429] before

Top Words in Tweet in G4:
[271] disaster
[244] response
[239] many
[235] mutual
[235] aid
[235] vital
[235] right
[235] obviously
[235] systems
[235] need

Top Words in Tweet in G5:
[498] yr
[250] being
[249] btw
[249] sacrifice
[249] zone
[249] oil
[249] gas
[249] chem
[249] industry
[249] weathering

Top Words in Tweet in G6:
[241] aspca
[176] disaster
[175] response
[149] #hurricaneida
[127] emergency
[126] anim
[119] breaking
[119] contacted
[119] right
[119] deploying

Top Words in Tweet in G7:
[160] disaster
[147] response
[141] help
[125] rescue
[90] those
[71] cs_rescue
[59] one
[58] sar
[58] teams
[58] tidewater

Top Words in Tweet in G8:
[150] recovery
[148] disaster
[59] cloud
[40] vmware
[35] more
[34] #disasterrecovery
[32] business
[31] data
[25] dr
[23] need

Top Words in Tweet in G9:
[133] stephenm
[133] disaster
[133] response
[133] government
[132] inspire
[132] confidence
[132] federal

Top Words in Tweet in G10:
[95] disaster
[46] recovery
[41] response
[37] fema
[29] journal
[23] hurricane
[21] ve
[20] statement
[20] att
[20] addressing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3538] needs,rescue
[2513] hurricane,ida
[2243] disaster,response
[1770] due,hurricane
[1769] anyone,needs
[1769] rescue,flooding
[1769] flooding,due
[1769] ida,know
[1769] know,someone
[1769] someone,needs

Top Word Pairs in Tweet in G1:
[3442] needs,rescue
[1721] anyone,needs
[1721] rescue,flooding
[1721] flooding,due
[1721] due,hurricane
[1721] hurricane,ida
[1721] ida,know
[1721] know,someone
[1721] someone,needs
[1721] rescue,list

Top Word Pairs in Tweet in G2:
[494] disaster,recovery
[239] disaster,response
[66] business,continuity
[51] recovery,plan
[49] hurricane,ida
[42] vmware,machines
[42] machines,using
[40] simplified,disaster
[40] recovery,vmware
[40] site,recovery

Top Word Pairs in Tweet in G3:
[430] hurricane,ida
[429] ida,seen
[429] seen,space_station
[429] space_station,crew
[429] crew,member
[429] member,thom_astro
[429] thom_astro,hours
[429] hours,before
[429] before,storm
[429] storm,landfall

Top Word Pairs in Tweet in G4:
[243] disaster,response
[235] mutual,aid
[235] aid,disaster
[235] response,vital
[235] vital,right
[235] right,obviously
[235] obviously,many
[235] many,systems
[235] systems,need
[235] need,overhauled

Top Word Pairs in Tweet in G5:
[249] btw,being
[249] being,sacrifice
[249] sacrifice,zone
[249] zone,oil
[249] oil,gas
[249] gas,chem
[249] chem,industry
[249] industry,weathering
[249] weathering,worst
[249] worst,effects

Top Word Pairs in Tweet in G6:
[173] disaster,response
[123] emergency,disaster
[119] breaking,aspca
[119] aspca,contacted
[119] contacted,emergency
[119] response,#hurricaneida
[119] #hurricaneida,right
[119] right,deploying
[117] aspca,breaking
[117] deploying,anim

Top Word Pairs in Tweet in G7:
[145] disaster,response
[58] one,sar
[58] sar,teams
[58] teams,tidewater
[58] tidewater,disaster
[58] response,headed
[58] headed,#lafitte
[58] #lafitte,help
[58] help,rescue
[58] rescue,remaining

Top Word Pairs in Tweet in G8:
[126] disaster,recovery
[21] vmware,cloud
[19] cloud,disaster
[15] recovery,plan
[15] recovery,register
[14] sept,24
[14] host,experts
[14] conversation,strengthening
[14] strengthening,disaster
[14] recovery,vmware

Top Word Pairs in Tweet in G9:
[133] disaster,response
[132] inspire,confidence
[132] confidence,federal
[132] federal,government
[132] government,disaster
[131] stephenm,inspire

Top Word Pairs in Tweet in G10:
[41] disaster,recovery
[30] disaster,response
[29] recovery,journal
[20] statement,att
[20] att,addressing
[20] addressing,crashed
[20] crashed,cell
[20] cell,networks
[20] networks,nola
[20] nola,'we

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@interop
@murithizachary
@stephenm
@2bogan2lastard
@bazzlethegr8
@vmiss33
@therecount
@ltgrusselhonore
@ai6yrham

Top Replied-To in G1:
@leahmcelrath
@rawsalerts

Top Replied-To in G3:
@noaa

Top Replied-To in G4:
@ashthedeerguy
@canuckoon

Top Replied-To in G6:
@wbrcnews

Top Replied-To in G7:
@lilsportyd
@tasiamarie8_
@coyotegulch
@wickerperlis
@shermanwdsu
@gregeqed
@cwatkinswdsu
@aubrykwdsu
@rrae_w
@terrriyon

Top Replied-To in G8:
@antonyadshead
@raa8
@purestorage
@bmci_bnpp

Top Replied-To in G9:
@stephenm

Top Replied-To in G10:
@ltgrusselhonore
@keeksofeastwick
@tomwatson

Top Mentioned
Top Mentioned in Entire Graph:
@amysx3
@nasa
@space_station
@thom_astro
@borabeet
@blkahn
@stephenm
@aspca
@ani
@bestfriends

Top Mentioned in G1:
@amysx3
@usnewsblock
@intelpointalert
@chicagomweather
@rawsalerts
@louisianagov
@femaregion6
@ltgrusselhonore

Top Mentioned in G2:
@planetservpro
@sequentur
@drdatascientist
@hybrid_circle
@myvirtualjourny
@bholanathdutta
@socialitsniper
@redpineapple
@warriortilend

Top Mentioned in G3:
@nasa
@space_station
@thom_astro
@nasa360
@noaa
@fema
@icao
@nasaearth
@istockhistory
@amysx3

Top Mentioned in G4:
@blkahn
@bethsawin
@whodreamedit
@thelma_lutun
@evn_uwu
@ashthedeerguy

Top Mentioned in G5:
@borabeet
@blkahn
@amysx3

Top Mentioned in G6:
@aspca
@ifawglobal
@jeremybutler01
@humanesociety
@petsmartcharits
@sthubertsanimal
@code3associates
@deptvetaffairs
@amysx3

Top Mentioned in G7:
@cs_rescue
@jesusfchristo
@davenewworld_2
@sbpusa
@kimberlyrkelly1
@amysx3
@ebrpl
@gocajunnavy
@esri
@esridrp

Top Mentioned in G8:
@srdataprotect
@awscloud
@commvault
@vmwarecloud
@govtechnews
@solutionsreview
@vmware
@hpe_storage
@bhavin04890
@druvainc

Top Mentioned in G9:
@stephenm

Top Mentioned in G10:
@fema
@greghilburn1
@louisianagov
@melindadeslatte
@ltgrusselhonore
@drjournal
@iowaredcross
@nws
@wwltv
@richmond46

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@dichristine
@cybersec_feeds
@eworkde
@atthelp
@chidambara09
@rk70534
@skyhelpteam
@huskorkut
@mattmurph24

Top Tweeters in G1:
@thebrookeash
@windmillcharger
@jocowboys87
@blubdha
@changetocindy
@the3jsmom
@yoongiyonce
@__xoxomissg
@oksomik
@anickel4thought

Top Tweeters in G2:
@eworkde
@crweworld
@prpnews
@newsfilterio
@flashalert_me
@tigerbeat
@myloc_tracker
@bidsusa
@patrici04278024
@feedjunknl

Top Tweeters in G3:
@oldlady12345
@rk70534
@huskorkut
@andreasandy3131
@debdarkpetal
@lehimesa
@jinxthelynx
@xandaolp
@otmar_ballmann
@lalojimjuarez

Top Tweeters in G4:
@blueflower1096
@alizardx
@senseof_outrage
@fieryreddragon
@familygrowing1
@utzaake
@asteris
@dawnroseturner
@galileo908
@tatzanx

Top Tweeters in G5:
@1denmadrid
@padakitty
@dgendvil
@b1e56df9ce6549f
@frecklesxx20
@emccoy_writer
@bbkenn92
@manyazuba
@sds_sunlight
@mmaystorm

Top Tweeters in G6:
@firelight8abril
@catherine_riche
@vai3333
@_selenators1992
@1kimsey
@bozzo1931
@canrugger
@robert_suchy
@sousleradar
@tt85207533

Top Tweeters in G7:
@astraea_styx
@adekleine
@safetypindaily
@southerngemgal
@unrulynarrator
@planetscape
@wdsu
@dwbirddee
@pineywoozle
@_kelsology

Top Tweeters in G8:
@glasgow_watch
@botcybersec
@pythonexpertbot
@gdprai
@dez_blanchfield
@mrchukwumaz
@cybazesocial
@shanebrighton
@arctoplabs
@dhinchcliffe

Top Tweeters in G9:
@rpmsports18
@1catherinesiena
@redeemedseven
@simplify77
@jerzboyusa
@ync1994
@julieagannon
@realcanuck7
@mcarmichael16
@fred7722

Top Tweeters in G10:
@dichristine
@solutioneer72
@artificialbra1n
@nwlaguy
@leahmcelrath
@wwltv
@princesshoped
@stevebrant
@kathyholdshope
@deeenst


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