%22disaster recovery%22 OR %22disaster response%22, Twitter, 9/11/2021 8:33:18 PM, 261739


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%22disaster recovery%22 OR %22disaster response%22_2021-09-11_12-00-01.xlsx
"disaster recovery" OR "disaster response"_2021-09-11_12-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2021
Short Description:
"disaster recovery" OR "disaster response" via NodeXL https://bit.ly/2YOWnFl
@fema
@bethsawin
@ambrice46
@stlhd100
@blkahn
@krshivamchirps
@drjournal
@southcom
@afsouth
@oann

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

Description:
Description
The graph represents a network of 7,529 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, 11 September 2021 at 19:13 UTC.

The requested start date was Saturday, 11 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 11-day, 8-hour, 52-minute period from Monday, 30 August 2021 at 15:08 UTC to Saturday, 11 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 : 7529
Unique Edges : 4174
Edges With Duplicates : 9857
Total Edges : 14031
Number of Edge Types : 5
Tweet : 2132
Retweet : 4449
MentionsInRetweet : 5570
Mentions : 1455
Replies to : 425
Self-Loops : 2178
Reciprocated Vertex Pair Ratio : 0.021685344200262
Reciprocated Edge Ratio : 0.0424501424501424
Connected Components : 1965
Single-Vertex Connected Components : 1155
Maximum Vertices in a Connected Component : 2646
Maximum Edges in a Connected Component : 6401
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 9.5295
Graph Density : 0.000123856899619735
Modularity : 0.541418
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 7,529 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, 11 September 2021 at 19:13 UTC.

The requested start date was Saturday, 11 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 11-day, 8-hour, 52-minute period from Monday, 30 August 2021 at 15:08 UTC to Saturday, 11 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:
[49] https://www.nutanix.com/theforecastbynutanix/technology/dog-days-of-disaster-recovery-are-done?utm_source=xpand
[34] https://www.entrepreneur.com/article/378507
[29] https://azure.microsoft.com/en-us/updates/vmware-dr-preview-with-asr/
[28] https://twitter.com/RNCResearch/status/1432406509481234443
[27] https://www.nbcnews.com/politics/white-house/white-house-seeking-extra-30-billion-disaster-recovery-afghan-resettlement-n1278630
[23] https://dailycaller.com/2021/09/08/white-house-thirty-billion-resettling-afghans-natural-disaster-recovery/
[20] https://www.bayoucf.org/disaster-recovery/
[18] https://www.vox.com/2021/9/2/22652426/hurricane-ida-disaster-recovery-climate-change-policy
[17] https://aws.amazon.com/blogs/architecture/field-notes-automate-disaster-recovery-for-aws-workloads-with-druva/?utm_source=dlvr.it&utm_medium=twitter
[14] https://bylinetimes.com/2021/03/01/grenfell-industry-rbkc-council-accused-misspending-disaster-recovery-funds/

Top URLs in Tweet in G1:
[47] https://www.nutanix.com/theforecastbynutanix/technology/dog-days-of-disaster-recovery-are-done?utm_source=xpand
[33] https://www.entrepreneur.com/article/378507
[24] https://azure.microsoft.com/en-us/updates/vmware-dr-preview-with-asr/
[11] https://www.nbcnews.com/politics/white-house/white-house-seeking-extra-30-billion-disaster-recovery-afghan-resettlement-n1278630
[10] https://click.linksynergy.com/link?id=gKVjjqRxqcQ&offerid=916798.13343102429&type=2&murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Ffintech-risk-management
[9] https://www.vox.com/2021/9/2/22652426/hurricane-ida-disaster-recovery-climate-change-policy
[6] https://www.cpapracticeadvisor.com/21236674
[6] https://www.servicenow.com/lpwhp/create-continuity-plans-minimize-disruptions.html?utm_source=twitter&utm_campaign=advocacy&utm_medium=organicsocial&campid=59887&cmcid=25604243&cmpid=300226994&cid=s%3Adg%3Aall%3Aspkladv%3Aq221%3Asprinklradvocacy%3A2021%3Asn%3Aform
[5] 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
[5] https://www.scientificamerican.com/article/fix-disaster-response-now/

Top URLs in Tweet in G2:
[28] https://twitter.com/RNCResearch/status/1432406509481234443
[1] https://twitter.com/chadpergram/status/1435321638204153858
[1] https://twitter.com/charliespiering/status/1435307216454701058
[1] https://www.fema.gov/press-release/20210318/disaster-recovery-center-open-orleans-parish-louisiana-survivors

Top URLs in Tweet in G3:
[2] https://cvmf.net/
[1] https://twitter.com/karlitaliliana/status/1435752817730326530
[1] https://cvma.net/resources/disaster-response-program-2/california-veterinary-medical-reserve-corps-cavmrc/california-veterinary-medical-corps-cavmrc-information/
[1] https://www.redcross.org/about-us/our-work/disaster-relief/wildfire-relief/2021-wildfires.html

Top URLs in Tweet in G4:
[8] https://www.governor.ny.gov/news/governor-hochul-and-fema-announce-opening-disaster-recovery-centers
[2] https://disasterassistance.gov/
[2] https://egateway.fema.gov/ESF6/DRCLocator#
[2] 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
[1] https://twitter.com/QnsBPRichards/status/1436101467107209217
[1] https://www.amny.com/news/hochul-ida-recovery-sites-fema/
[1] https://fema.gov/assistance
[1] https://www.nbcnewyork.com/news/local/we-need-to-act-biden-approves-ny-nj-emergency-declaration-as-cleanup-continues/3255021/?_osource=SocialFlowTwt_NYBrand
[1] http://qns.com/2021/09/fema-opens-disaster-recovery-center-at-queens-college-hurricane-ida/
[1] https://twitter.com/nycpa/status/1435333487020711942

Top URLs in Tweet in G5:
[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
[2] https://aspca.org/hurricaneida
[1] https://www.courier-journal.com/story/news/local/2021/09/09/hurricane-ida-kentucky-humane-society-louisville-helps-louisiana-shelter-animals/5782535001/
[1] https://www.directrelief.org/2021/09/emergency-update-caldor-fire-hurricane-ida-and-haiti-earthquake/
[1] https://www.humanerescuealliance.org/blog/posts/hurricane-ida-relief-efforts
[1] https://www.accuweather.com/en/videos/no-power-or-water-is-impacting-pets-in-wake-of-ida/7H6E3e1i
[1] https://www.ifaw.org/news/disaster-response-california-wildfires-2020?ms=UONDC220001075&cid=7013k000001C33o
[1] https://bit.ly/3jlJES5
[1] http://tinyurl.com/yess5jh3
[1] http://tinyurl.com/yjpcm4dj

Top URLs in Tweet in G7:
[2] https://truthout.org/articles/white-supremacy-set-the-stage-for-texas-miserable-disaster-response/
[1] https://twitter.com/npr/status/1433050593359187970

Top URLs in Tweet in G8:
[12] https://cloud28plus.com/en/article/how-to-leverage-cloud-disaster-recovery
[4] https://techcommunity.microsoft.com/t5/azure-compute/simplified-disaster-recovery-for-vmware-machines-using-azure/ba-p/2706445
[3] https://blogs.vmware.com/virtualblocks/vmworld-sessions-2021/
[2] https://searchdisasterrecovery.techtarget.com/tip/Maximize-the-benefits-of-virtual-disaster-recovery?utm_campaign=sdr_storage&utm_content=1629835487&utm_medium=social&utm_source=twitter
[2] https://www.rivenassociates.co.uk/services/backup-dr/
[2] https://blog.atempo.com/en/blog/atempo-data-tsunami-episode-1-business-continuity-and-disaster-recovery?utm_source=snl&utm_campaign=SNL__Envoi_Atempo_6_sept_2021&utm_medium=email
[2] https://solutionsreview.com/backup-disaster-recovery/ownbackup-announces-acquisition-of-data-security-company-revcult/
[2] https://us06web.zoom.us/webinar/register/WN_-zj42_kUTN-qLN-IHsiKRA
[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://careerportal.ceipal.com/jobs/career/a9ad5f2808f68eea468621a04c49efe1/e769e03a9d329b2e864b4bf4ff54ff39#.YToek-VXuDE.twitter

Top URLs in Tweet in G9:
[4] https://disasterphilanthropy.org/blog/equity-in-disasters/brother-can-you-spare-a-dime-how-income-affects-disaster-recovery/
[4] https://jobs4thefuture.medium.com/economic-resilience-is-key-to-disaster-recovery-c781c397f17d
[4] https://www.prnewswire.com/news-releases/greater-new-orleans-foundation-activates-disaster-response--restoration-fund-for-hurricane-ida-301365506.html?tc=socialpost
[3] https://www.gnof.org/
[3] https://www.gnof.org/donors/ways-to-give/donate/
[2] http://www.gnof.org/
[2] https://twitter.com/GNOFoundation/status/1431743682223431688
[1] https://tdresponse.com
[1] https://ncg.org/news/who-s-organizing-volunteers-look-behind-scenes-local-disaster-response
[1] https://disasterplaybook.org/strategies/mental-health-grief-and-bereavement/

Top URLs in Tweet in G10:
[11] https://www.nbcnews.com/politics/white-house/white-house-seeking-extra-30-billion-disaster-recovery-afghan-resettlement-n1278630
[1] http://restoresttammany.com/wp-content/uploads/2021/09/2021-0908-RESTOREStTammany-STC-Initiative-Press-Release.pdf
[1] https://www.wwltv.com/video/news/local/morning-show/st-tammany-corporation-ceo-on-restoring-the-parish/289-90536bda-3e63-41ab-ab8e-2b031d67ffc1
[1] https://twitter.com/brooklyngal04/status/1435616536471945217
[1] https://dailycaller.com/2021/09/08/white-house-thirty-billion-resettling-afghans-natural-disaster-recovery/?tpcc%3D=newsletter
[1] https://trib.al/JCrBXZy
[1] https://trib.al/rPIoOL5
[1] https://twitter.com/andrewjamesnews/status/1435361682604367875
[1] https://www.msnbc.com/morning-joe/watch/bill-de-blasio-travel-bans-evacuation-likely-in-the-future-due-to-intense-storms-120117317734
[1] https://twitter.com/KJP46/status/1433432972888211459

Top Domains
Top Domains in Tweet in Entire Graph:
[221] twitter.com
[60] microsoft.com
[52] nutanix.com
[43] tdworld.com
[40] vox.com
[38] solutionsreview.com
[37] nbcnews.com
[34] drj.com
[34] entrepreneur.com
[32] linkedin.com

Top Domains in Tweet in G1:
[78] twitter.com
[48] nutanix.com
[42] microsoft.com
[33] entrepreneur.com
[28] patch.com
[21] tdworld.com
[21] linkedin.com
[16] aspca.org
[15] co.uk
[15] vmware.com

Top Domains in Tweet in G2:
[30] twitter.com
[1] fema.gov

Top Domains in Tweet in G3:
[2] cvmf.net
[1] twitter.com
[1] cvma.net
[1] redcross.org

Top Domains in Tweet in G4:
[8] ny.gov
[5] fema.gov
[4] twitter.com
[3] disasterassistance.gov
[2] scientificamerican.com
[2] archivists.org
[1] amny.com
[1] nbcnewyork.com
[1] qns.com
[1] theblueshield.org

Top Domains in Tweet in G5:
[13] ifaw.org
[11] tinyurl.com
[2] aspca.org
[1] courier-journal.com
[1] directrelief.org
[1] humanerescuealliance.org
[1] accuweather.com
[1] bit.ly

Top Domains in Tweet in G7:
[2] truthout.org
[1] twitter.com

Top Domains in Tweet in G8:
[34] solutionsreview.com
[16] ow.ly
[12] cloud28plus.com
[12] okt.to
[7] vmware.com
[6] radian6.com
[5] microsoft.com
[5] amazon.com
[5] ceipal.com
[5] govtech.com

Top Domains in Tweet in G9:
[9] gnof.org
[5] twitter.com
[4] disasterphilanthropy.org
[4] medium.com
[4] prnewswire.com
[1] tdresponse.com
[1] ncg.org
[1] disasterplaybook.org
[1] nbcnews.com
[1] nbcsports.com

Top Domains in Tweet in G10:
[11] nbcnews.com
[4] twitter.com
[2] trib.al
[1] restoresttammany.com
[1] wwltv.com
[1] dailycaller.com
[1] msnbc.com
[1] cnn.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[428] hurricaneida
[237] disasterrecovery
[111] ida
[90] disaster
[83] cloud
[66] it
[63] cybersecurity
[63] woman
[63] educate
[63] 12ndrf



Top Hashtags in Tweet in G1:
[103] disasterrecovery
[52] it
[48] nutanixforecast
[43] hurricaneida
[38] business
[33] entrepreneurship
[33] businessownership
[29] cloud
[19] data
[16] disaster

Top Hashtags in Tweet in G3:
[7] pacificdivision
[2] caldorfire
[1] hurricaneida

Top Hashtags in Tweet in G4:
[32] colombia
[19] ángeldelosandes2021
[13] ãngeldelosandes2021
[12] puravida
[12] costarica
[11] ida
[10] culturalproperty
[2] tropicalstormida
[2] covid19
[2] itswhatwedo

Top Hashtags in Tweet in G5:
[168] hurricaneida
[11] tennessee
[1] savethemall
[1] pushforprogress

Top Hashtags in Tweet in G6:
[1] ida
[1] idahurricane
[1] hurricaneida

Top Hashtags in Tweet in G7:
[2] humanitarian
[2] disaster

Top Hashtags in Tweet in G8:
[52] disasterrecovery
[39] businesscontinuity
[28] aws
[21] dataprotection
[20] draas
[13] ransomware
[13] backup
[13] data
[12] cloud28
[12] serviceprovider

Top Hashtags in Tweet in G9:
[23] hurricaneida
[14] lafitte
[7] howtohelp
[6] philanthropy
[6] poverty
[6] nolalights
[4] ida
[4] louisiana
[4] covid19
[4] cdp4recovery

Top Hashtags in Tweet in G10:
[1] restoresttammany
[1] resign
[1] lalege
[1] hurricaneida
[1] georgewbush
[1] afghanishtan
[1] katrina
[1] istandwithjoe
[1] presidentbiden
[1] voteblue

Top Words
Top Words in Tweet in Entire Graph:
[5563] disaster
[2863] recovery
[2826] response
[854] hurricane
[780] ida
[604] help
[602] rescue
[572] need
[564] needs
[481] more

Top Words in Tweet in G1:
[1231] disaster
[936] recovery
[335] response
[268] business
[169] plan
[168] more
[135] cloud
[131] help
[131] learn
[130] continuity

Top Words in Tweet in G2:
[280] disaster
[280] response
[277] stephenm
[146] botched
[133] inspire
[133] confidence
[133] federal
[133] government
[121] video
[121] provides

Top Words in Tweet in G3:
[248] disaster
[247] response
[244] need
[241] vital
[240] right
[240] many
[239] mutual
[239] aid
[239] obviously
[239] systems

Top Words in Tweet in G4:
[191] disaster
[95] fema
[90] recovery
[87] response
[82] assistance
[51] exercise
[45] provide
[45] impacted
[43] centers
[40] govkathyhochul

Top Words in Tweet in G5:
[249] response
[248] disaster
[240] aspca
[152] #hurricaneida
[136] right
[123] emergency
[119] breaking
[119] contacted
[119] deploying
[116] anim

Top Words in Tweet in G6:
[416] needs
[416] rescue
[208] anyone
[208] flooding
[208] due
[208] hurricane
[208] ida
[208] know
[208] someone
[208] list

Top Words in Tweet in G7:
[189] down
[188] bethsawin
[175] prevent
[174] understand
[174] work
[174] dangerous
[174] slow
[174] densification
[174] energy
[174] retrofits

Top Words in Tweet in G8:
[150] disaster
[136] recovery
[52] #disasterrecovery
[49] data
[39] #businesscontinuity
[36] plan
[35] cloud
[35] more
[34] business
[33] aws

Top Words in Tweet in G9:
[150] disaster
[112] response
[61] recovery
[40] orleans
[40] louisiana
[35] help
[34] fund
[31] aid
[29] ground
[29] mutual

Top Words in Tweet in G10:
[82] disaster
[43] response
[34] msnbc
[31] recovery
[29] change
[25] way
[24] white
[24] house
[24] whole
[24] thinking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2612] disaster,response
[2466] disaster,recovery
[685] hurricane,ida
[416] needs,rescue
[311] mutual,aid
[285] aid,disaster
[251] response,vital
[250] vital,right
[250] right,obviously
[250] obviously,many

Top Word Pairs in Tweet in G1:
[815] disaster,recovery
[302] disaster,response
[127] business,continuity
[107] recovery,plan
[66] hurricane,ida
[66] continuity,disaster
[56] cloud,based
[50] learn,cloud
[49] recover,disasters
[48] dog,days

Top Word Pairs in Tweet in G2:
[280] disaster,response
[146] botched,disaster
[133] inspire,confidence
[133] confidence,federal
[133] federal,government
[133] government,disaster
[132] stephenm,inspire
[121] video,provides
[121] provides,good
[121] good,insight

Top Word Pairs in Tweet in G3:
[247] disaster,response
[239] mutual,aid
[239] aid,disaster
[239] response,vital
[239] vital,right
[239] right,obviously
[239] obviously,many
[239] many,systems
[239] systems,need
[239] need,overhauled

Top Word Pairs in Tweet in G4:
[84] disaster,recovery
[77] disaster,response
[43] recovery,centers
[37] several,disaster
[35] search,rescue
[34] centers,provide
[34] provide,assistance
[32] watch,last
[32] last,week
[32] week,#colombia

Top Word Pairs in Tweet in G5:
[238] disaster,response
[119] breaking,aspca
[119] aspca,contacted
[119] contacted,emergency
[119] emergency,disaster
[119] response,#hurricaneida
[119] #hurricaneida,right
[119] right,deploying
[117] aspca,breaking
[108] deploying,anim

Top Word Pairs in Tweet in G6:
[416] needs,rescue
[208] anyone,needs
[208] rescue,flooding
[208] flooding,due
[208] due,hurricane
[208] hurricane,ida
[208] ida,know
[208] know,someone
[208] someone,needs
[208] rescue,list

Top Word Pairs in Tweet in G7:
[174] understand,work
[174] work,prevent
[174] prevent,dangerous
[174] dangerous,slow
[174] slow,down
[174] down,densification
[174] densification,energy
[174] energy,retrofits
[174] retrofits,clean
[174] clean,tech

Top Word Pairs in Tweet in G8:
[128] disaster,recovery
[26] sept,24
[26] host,experts
[26] conversation,strengthening
[25] strengthening,disaster
[21] recovery,register
[19] 24,govtechnews
[19] govtechnews,host
[19] experts,commvault
[19] commvault,awscloud

Top Word Pairs in Tweet in G9:
[109] disaster,response
[38] disaster,recovery
[29] mutual,aid
[29] aid,disaster
[27] southeast,louisiana
[26] response,organizer
[26] organizer,know
[26] know,whoâ
[26] whoâ,ground
[26] ground,orleans

Top Word Pairs in Tweet in G10:
[42] disaster,response
[27] disaster,recovery
[24] white,house
[24] change,whole
[24] whole,way
[24] way,thinking
[20] we've,change
[20] thinking,good
[20] good,projections
[20] projections,always

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@interop
@mrbeast
@ltgrusselhonore
@fema
@murithizachary
@scottsantens
@sylolablyden
@gcclp
@samlmontano

Top Replied-To in G1:
@hillintl

Top Replied-To in G2:
@stephenm

Top Replied-To in G3:
@canuckoon

Top Replied-To in G4:
@fema
@govkathyhochul
@americorps
@keeksofeastwick

Top Replied-To in G7:
@nps_monterey
@emayfarris

Top Replied-To in G8:
@raa8
@arcserve

Top Replied-To in G9:
@courtyardbrew
@coffee6727

Top Replied-To in G10:
@aoc
@ltgrusselhonore
@petedominick
@sttammanycorp
@senschumer
@txbuckeyebabe
@beenth3rebefor3
@potus
@repaoc
@morning_joe

Top Mentioned
Top Mentioned in Entire Graph:
@stephenm
@blkahn
@amysx3
@bethsawin
@aspca
@fema
@nasa
@space_station
@thom_astro
@dsaswla

Top Mentioned in G1:
@drdatascientist
@warriortilend
@worldnetpr
@wfinalle57
@letushelpyouup
@daring35991901
@bellintegration
@safemodeit

Top Mentioned in G2:
@stephenm
@blairbrandt

Top Mentioned in G3:
@blkahn
@redcrossla
@httorganizers
@thecvma
@bestfriends

Top Mentioned in G4:
@fema
@govkathyhochul
@southcom
@ambrice46
@afsouth
@qc_news
@jtfbravo
@blueshield_int
@qnsbprichards
@npdcoalition

Top Mentioned in G5:
@aspca
@ifawglobal
@bestfriends
@kyhumane
@bissellpets
@humanesociety
@breakingweather
@humanerescue
@saferescuecats

Top Mentioned in G6:
@amysx3

Top Mentioned in G7:
@bethsawin
@breenewsome
@blkahn
@airvehicles
@usmc
@juliettekayyem
@jdweekley
@nps_monterey
@ambrice46
@scottkurashige

Top Mentioned in G8:
@srdataprotect
@awscloud
@commvault
@solutionsreview
@govtechnews
@vmwarecloud
@cloud28plus
@ilandcloud
@arcserve
@awsblogs

Top Mentioned in G9:
@gnofoundation
@antiracistsouth
@cs_rescue
@funds4disaster
@musicculture504
@whodreamedit
@norcalgrant
@therhancock19
@behipgive
@mariakflynn

Top Mentioned in G10:
@msnbc
@ltgrusselhonore
@potus
@nycmayor
@geoffrbennett
@dakotawillink
@what46hasdone
@morning_joe
@wwltv
@fema

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dolartoday
@victormanuelje1
@rashidaldosari
@dichristine
@robinsnewswire
@cybersec_feeds
@atthelp
@chidambara09
@chris_1791

Top Tweeters in G1:
@crweworld
@prpnews
@newsfilterio
@flashalert_me
@tigerbeat
@uhiiman
@myloc_tracker
@bidsusa
@mortgageconsult
@patrici04278024

Top Tweeters in G2:
@rpmsports18
@1catherinesiena
@redeemedseven
@concernedhigh
@simplify77
@willsdarlin
@rncat50
@macbetty
@brenner_colleen
@famdoc7

Top Tweeters in G3:
@blueflower1096
@senseof_outrage
@fieryreddragon
@ismaelismael016
@familygrowing1
@utzaake
@kimpy123
@elkehollings
@asteris
@galileo908

Top Tweeters in G4:
@dolartoday
@solutioneer72
@k1a1zzz
@luisffierro
@richfm39517086
@eilonwy24
@vetrepreneurone
@nikolasvision
@toypilanews
@hendrixfreak

Top Tweeters in G5:
@victormanuelje1
@astraea_styx
@catherine_riche
@auntsophie1
@legsluquis
@vai3333
@_selenators1992
@1kimsey
@helperstream
@raluca_florea

Top Tweeters in G6:
@dunnclan
@vanilla_shru
@soulmatesbts
@seoknamgis
@miriagustd
@sirvantes137
@superdupercud
@dramaisabop
@iam_bnice
@thegod0fspeed

Top Tweeters in G7:
@serendipitysays
@padakitty
@mayirmamay14
@b1e56df9ce6549f
@jjj5819
@jhamby
@estarianne
@soulsistanatl
@lorettabower3
@antarianrani

Top Tweeters in G8:
@rosenchild
@glasgow_watch
@pythonexpertbot
@opensource_orgs
@gdprai
@dez_blanchfield
@docandersen
@technative
@domhalps
@technativewire

Top Tweeters in G9:
@alizardx
@belladonamodels
@southerngemgal
@unrulynarrator
@lenubienne
@princesshoped
@elsbet
@afronola
@aelampkin
@nfl

Top Tweeters in G10:
@kat4obama
@7b73f39b85e1415
@britonanddane
@dsochoa
@deesbarbara
@aclaysuper
@betzmyboyblue11
@crystal4obama
@50smag
@cnn