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%22disaster recovery%22 OR %22disaster response%22_2021-01-23_12-28-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2021
Short Description:
"disaster recovery" OR "disaster response" via NodeXL https://bit.ly/3pbpNFO
@meghupdates
@iingwen
@beniwal_nimbu
@ndrfhq
@4121tripathi
@indianexpress
@narayan19620268
@indianoilcl
@rohant17
@dawailaama

Top hashtags:
#taiwan
#disasterrecovery
#covid19
#cloud

Description:
Description
The graph represents a network of 6,534 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, 23 January 2021 at 20:37 UTC.

The requested start date was Saturday, 23 January 2021 at 01:01 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 13-day, 17-hour, 19-minute period from Saturday, 09 January 2021 at 01:10 UTC to Friday, 22 January 2021 at 18:30 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 : 6534
Unique Edges : 3424
Edges With Duplicates : 8208
Total Edges : 11632
Number of Edge Types : 5
Retweet : 3694
MentionsInRetweet : 4520
Mentions : 1365
Tweet : 1440
Replies to : 613
Self-Loops : 1469
Reciprocated Vertex Pair Ratio : 0.0171255876427132
Reciprocated Edge Ratio : 0.0336744800264114
Connected Components : 1538
Single-Vertex Connected Components : 782
Maximum Vertices in a Connected Component : 1293
Maximum Edges in a Connected Component : 2666
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.90727
Graph Density : 0.000141917999508136
Modularity : 0.551599
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,534 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, 23 January 2021 at 20:37 UTC.

The requested start date was Saturday, 23 January 2021 at 01:01 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 13-day, 17-hour, 19-minute period from Saturday, 09 January 2021 at 01:10 UTC to Friday, 22 January 2021 at 18:30 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:
[66] https://care.org/our-work/disaster-response/emergencies/syrian-refugee-crisis/
[18] https://www.jsa.net/blog/bdx-to-launch-shared-business-continuity-plan-workspaces-to-complement-disaster-recovery-planning/50518/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=bdx-to-launch-shared-business-continuity-plan-workspaces-to-complement-disaster-recovery-planning
[11] https://www.ndtv.com/india-news/indias-disaster-response-force-to-get-un-tag-2350365
[10] https://indianexpress.com/article/india/india-to-get-un-tag-of-international-disaster-response-force-for-ndrf-7140871/
[8] https://www.hindustantimes.com/india-news/india-to-get-un-tag-of-international-disaster-response-force-for-ndrf-101610268656768.html
[8] https://www.ndtv.com/srinagar-news/disaster-response-team-deployed-at-frozen-dal-lake-to-avoid-mishaps-2352461
[7] https://twitter.com/IndianOilcl/status/1351348652980113415
[6] https://covid19.lacounty.gov/wp-content/uploads/1.15.21_COVID-19_Update_FINAL.pdf
[6] https://www.networkworld.com/article/3602663/disaster-recovery-lessons-from-an-island-struck-by-a-hurricane.html
[5] https://www.computerweekly.com/feature/Five-key-points-about-cloud-vs-in-house-disaster-recovery

Top URLs in Tweet in G1:
[5] https://care.org/our-work/disaster-response/emergencies/syrian-refugee-crisis/
[3] https://hudsonbusiness.co.uk/business-continuity-aka-disaster-recovery/?utm_source=rss&utm_medium=rss&utm_campaign=business-continuity-aka-disaster-recovery
[3] https://www.channele2e.com/investors/mergers-acquisitions/veritas-buys-saas-backup-software-company-hubstor/
[3] https://www.dtis.qld.gov.au/tourism/disaster-recovery
[2] https://www.computerweekly.com/feature/Five-key-points-about-cloud-vs-in-house-disaster-recovery
[2] US
[2] https://www.india.com/news/india/india-to-get-un-tag-of-international-disaster-response-force-for-ndrf-4321492/
[2] https://economictimes.indiatimes.com/news/defence/india-to-get-un-tag-of-international-disaster-response-force-for-ndrf/articleshow/80198126.cms
[2] https://www.forbes.com/sites/forbesbusinesscouncil/2021/01/04/three-crucial-questions-to-help-you-assess-and-improve-your-business-resilience/?sh=8cffe615b5fe
[2] https://www.ses-escrow.co.uk/blog/how-prepare-your-business-disaster-recovery-2021

Top URLs in Tweet in G3:
[1] https://twitter.com/StimsonCenter/status/1349718180508405761

Top URLs in Tweet in G4:
[1] https://www.townsvillebulletin.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.townsvillebulletin.com.au%2fnews%2ftownsville%2fregional%2fhinchinbrook%2fhinchinbrook-weather-bom-issues-major-flood-warning-for-lower-herbert%2fnews-story%2f4a402622b57981d5010eae3ede9c721b
[1] https://twitter.com/9NewsGoldCoast/status/1346275205317066755

Top URLs in Tweet in G5:
[3] https://blog.storagecraft.com/build-perfect-dr-response-team/?ref=quuu
[3] https://blog.storagecraft.com/it-disaster-recovery-planning-checklist/?ref=quuu
[2] https://www.purestorage.com/content/dam/pdf/en/white-papers/wp-strengthened-data-protection-and-availability.pdf?utm_campaign=mcloud&utm_source=TWITTER&utm_medium=social&utm_region=global&utm_content=default&utm_creative=default&utm_term=default&utm_keyword=na&linkId=109238330
[2] https://www.meritalk.com/articles/fed-it-suppliers-2020-brought-remote-services-2021-will-make-them-better/?utm_campaign=other&utm_source=TWITTER&utm_medium=social&utm_region=global&utm_content=default&utm_creative=default&utm_term=default&utm_keyword=na&linkId=108916358
[2] https://www.purestorage.com/resources/webinars/disaster-recovery-and-business-continuity-coffee-break.html?utm_region=ams&utm_creative=default&utm_keyword=default&utm_source=twitter&utm_medium=social&es_p=13167506
[2] https://web-ded.uta.edu/wconnect/ShowSchedule.awp?&Mode=GROUP&Group=CERCON&Title=Business+Continuity+and+Disaster+Recovery&SubGroup=CER
[2] https://register.gotowebinar.com/register/1133114214161461264
[1] https://info.arcserve.com/blog/how-to-easily-deploy-cloud-backup-and-disaster-recovery-for-distributed-it-environments?utm_campaign=How%20to%20Build%20a%20Disaster%20Recovery%20Plan&utm_content=151886159&utm_medium=social&utm_source=twitter&hss_channel=tw-34141803
[1] https://www.meritalk.com/articles/fed-it-suppliers-2020-brought-remote-services-2021-will-make-them-better/?es_p=13204352
[1] https://solutionsreview.com/backup-disaster-recovery/solutions-reviews-second-annual-budr-insight-jam-event-live-blog/

Top URLs in Tweet in G6:
[1] https://twitter.com/lbc/status/1350716778469617664
[1] https://twitter.com/doctor_oxford/status/1349399427732172800

Top URLs in Tweet in G8:
[3] https://www.businessinsider.in/india/news/india-to-get-un-tag-of-international-disaster-response-force-for-ndrf/articleshow/80197938.cms
[1] https://thecsrjournal.in/ndrf-disaster-response/
[1] https://nagalandpage.com/india-to-get-un-tag-of-international-disaster-response-force-for-ndrf/
[1] https://www.news18.com/news/india/india-to-get-un-tag-of-international-disaster-response-force-for-ndrf-3269030.html
[1] https://www.tribuneindia.com/news/nation/india-to-get-un-tag-of-international-disaster-response-force-for-ndrf-196514#.X_rfziw4mYo.twitter
[1] https://www.freepressjournal.in/india/indias-ndrf-to-soon-be-part-of-un-mandated-international-disaster-response-force
[1] https://www.udayavani.com/english-news/india-to-get-un-tag-of-international-disaster-response-force-for-ndrf

Top URLs in Tweet in G9:
[1] https://info.petabencana.id/getinvolved/join-us/
[1] https://www.usaid.gov/sites/default/files/documents/12.30.2020_-_USAID-BHA_Latin_America_Storms_Fact_Sheet_9.pdf
[1] https://mn.usembassy.gov/pr-011221/
[1] https://collective-intelligence.thegovlab.org/

Top URLs in Tweet in G10:
[1] http://www.floridahealth.gov/programs-and-services/emergency-preparedness-and-response/disaster-response-resources/esf8/_documents/mission-unit-leader.pdf
[1] https://twitter.com/GovRonDeSantis/status/1347984618545405958

Top Domains
Top Domains in Tweet in Entire Graph:
[139] twitter.com
[69] care.org
[63] lacounty.gov
[47] co.uk
[42] youtube.com
[41] solutionsreview.com
[25] atomikos.com
[24] forbes.com
[21] ndtv.com
[19] wsta.org

Top Domains in Tweet in G1:
[67] twitter.com
[33] co.uk
[25] atomikos.com
[17] youtube.com
[17] vmware.com
[12] dy.si
[12] google.com
[11] linkedin.com
[10] greatergood.com
[9] commvault.com

Top Domains in Tweet in G3:
[1] twitter.com

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

Top Domains in Tweet in G5:
[35] solutionsreview.com
[19] wsta.org
[16] drj.com
[12] storagecraft.com
[9] parablu.com
[8] purestorage.com
[5] questsys.com
[5] co.uk
[5] eccouncil.org
[5] imagit.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] co.uk

Top Domains in Tweet in G8:
[3] businessinsider.in
[2] gov.in
[1] 5dariyanews.com
[1] thecsrjournal.in
[1] youtube.com
[1] nagalandpage.com
[1] news18.com
[1] tribuneindia.com
[1] freepressjournal.in
[1] udayavani.com

Top Domains in Tweet in G9:
[2] petabencana.id
[1] hotosm.org
[1] google.com
[1] arcgis.com
[1] esri.com
[1] usaid.gov
[1] usembassy.gov
[1] thegovlab.org

Top Domains in Tweet in G10:
[1] floridahealth.gov
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[329] taiwan
[232] disasterrecovery
[107] covid19
[83] cloud
[72] hadoop
[70] businesscontinuity
[63] disaster
[62] firepark
[57] backup
[55] cybersecurity



Top Hashtags in Tweet in G1:
[79] disasterrecovery
[37] cloud
[24] disaster
[18] sr38
[18] dr
[17] ndrf
[17] cybersecurity
[16] gasc50
[16] commvault
[15] draas

Top Hashtags in Tweet in G2:
[16] jammuandkashmir
[16] manojsinha

Top Hashtags in Tweet in G3:
[325] taiwan
[7] usnavy
[1] operationtomodachi

Top Hashtags in Tweet in G5:
[78] disasterrecovery
[52] businesscontinuity
[45] backup
[29] cybersecurity
[28] dataprotection
[15] disasterrecoveryplan
[14] draas
[13] ransomware
[10] cloud
[9] downtime

Top Hashtags in Tweet in G6:
[1] toryincompetence
[1] liability
[1] negligence
[1] uk
[1] protectthenhs

Top Hashtags in Tweet in G8:
[10] ndrf
[5] india
[4] technologydemonstrationday
[3] aapdasevasadaiv
[2] ssbacademy
[2] disasterrelief
[2] teamsuratairport
[2] telangana
[2] andhrapradesh
[1] nationaldisasterresponseforceraisingday

Top Hashtags in Tweet in G9:
[5] northridgeearthquake
[1] gis
[1] usaidasean
[1] lowongankerja
[1] vacancy
[1] jobs
[1] crowdsources
[1] collectiveintelligence

Top Hashtags in Tweet in G10:
[1] rebuild
[1] cpa
[1] fema

Top Words
Top Words in Tweet in Entire Graph:
[5909] disaster
[2632] response
[2406] recovery
[1154] force
[1075] national
[942] ndrf
[838] great
[823] india
[790] international
[768] tag

Top Words in Tweet in G1:
[906] disaster
[657] recovery
[238] response
[153] business
[135] plan
[111] cloud
[106] data
[93] more
[79] #disasterrecovery
[76] continuity

Top Words in Tweet in G2:
[1393] disaster
[706] response
[703] force
[695] ndrf
[694] india
[694] tag
[694] international
[688] matter
[688] great
[688] pride

Top Words in Tweet in G3:
[327] response
[326] disaster
[325] thank
[325] brave
[325] talented
[325] servicemembers
[325] working
[325] keep
[325] #taiwan
[325] safe

Top Words in Tweet in G4:
[208] disaster
[208] recovery
[207] murraywatt
[207] scott
[207] morrison
[207] hasn
[207] spent
[207] cent
[207] 4b
[205] roads

Top Words in Tweet in G5:
[229] disaster
[221] recovery
[87] business
[79] plan
[78] #disasterrecovery
[52] #businesscontinuity
[49] continuity
[45] #backup
[45] cloud
[43] more

Top Words in Tweet in G6:
[101] disaster
[81] recovery
[44] police
[41] pritipatel
[34] data
[34] records
[31] ukhomeoffice
[26] boblister_poole
[24] see
[23] backups

Top Words in Tweet in G7:
[115] took
[115] self
[115] branded
[115] leftist
[115] administration
[115] mexico
[115] militarize
[115] public
[115] sphere
[115] fund

Top Words in Tweet in G8:
[107] disaster
[89] force
[85] response
[70] day
[64] national
[59] ndrfhq
[53] ndrf
[51] 16th
[32] home
[31] raising

Top Words in Tweet in G9:
[127] disaster
[81] response
[70] support
[58] mapping
[51] event
[33] tasking
[32] hotosm_id
[32] several
[31] harrymahar
[30] indonesia

Top Words in Tweet in G10:
[79] disaster
[75] govrondesantis
[73] years
[73] funds
[72] two
[72] ago
[72] promised
[72] floridians
[72] take
[72] bold

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2489] disaster,response
[2294] disaster,recovery
[1067] response,force
[1002] national,disaster
[867] force,ndrf
[770] international,disaster
[750] tag,international
[705] ndrf,tag
[704] disaster,respo
[703] matter,great

Top Word Pairs in Tweet in G1:
[624] disaster,recovery
[209] disaster,response
[77] recovery,plan
[70] business,continuity
[54] response,force
[39] backup,disaster
[35] national,disaster
[30] force,ndrf
[25] recovery,plans
[23] continuity,disaster

Top Word Pairs in Tweet in G2:
[706] disaster,response
[703] response,force
[694] force,ndrf
[694] tag,international
[694] international,disaster
[688] matter,great
[688] great,pride
[688] pride,india
[688] india,national
[688] national,disaster

Top Word Pairs in Tweet in G3:
[326] disaster,response
[325] thank,brave
[325] brave,talented
[325] talented,servicemembers
[325] servicemembers,working
[325] working,keep
[325] keep,#taiwan
[325] #taiwan,safe
[325] safe,disaster
[325] response,air

Top Word Pairs in Tweet in G4:
[208] disaster,recovery
[207] scott,morrison
[207] morrison,hasn
[207] hasn,spent
[207] spent,cent
[207] cent,4b
[207] 4b,disaster
[205] roads,closed
[205] closed,flood
[205] flood,waters

Top Word Pairs in Tweet in G5:
[216] disaster,recovery
[48] business,continuity
[37] recovery,plan
[25] #backup,#disasterrecovery
[20] recovery,business
[20] backup,disaster
[19] recovery,plans
[19] learn,more
[18] continuity,plan
[14] continuity,disaster

Top Word Pairs in Tweet in G6:
[79] disaster,recovery
[22] police,records
[21] records,loss
[21] loss,see
[21] see,rapists
[21] rapists,burglars
[21] burglars,'slip
[21] 'slip,net'
[21] net',retired
[21] retired,police

Top Word Pairs in Tweet in G7:
[115] took,self
[115] self,branded
[115] branded,leftist
[115] leftist,administration
[115] administration,mexico
[115] mexico,militarize
[115] militarize,public
[115] public,sphere
[115] sphere,fund
[115] fund,science

Top Word Pairs in Tweet in G8:
[84] disaster,response
[76] response,force
[64] national,disaster
[36] force,ndrf
[31] raising,day
[29] celebrated,16th
[29] 16th,foundation
[29] foundation,day
[29] day,today
[28] today,union

Top Word Pairs in Tweet in G9:
[76] disaster,response
[58] support,disaster
[33] response,mapping
[26] please,support
[26] mapping,recent
[26] recent,earthquake
[26] earthquake,event
[26] event,west
[26] west,sulawesi
[26] sulawesi,indonesia

Top Word Pairs in Tweet in G10:
[72] two,years
[72] years,ago
[72] ago,promised
[72] promised,floridians
[72] floridians,take
[72] take,bold
[72] bold,steps
[72] steps,expedite
[72] expedite,disaster
[72] disaster,relief

Top Replied-To
Top Replied-To in Entire Graph:
@johnstillremain
@piersmorgan
@parlertakes
@guardian
@itsdavegreen
@uk_domain_names
@joebiden
@pritipatel
@mrjamesob
@translink

Top Replied-To in G2:
@meghupdates

Top Replied-To in G3:
@iingwen

Top Replied-To in G4:
@murraywatt

Top Replied-To in G5:
@solutionsreview

Top Replied-To in G6:
@piersmorgan
@uk_domain_names
@itsdavegreen
@pritipatel
@borisjohnson
@bbcnews
@2tweetaboutit
@ukhomeoffice
@thetimes
@normanbrennan

Top Replied-To in G8:
@satyaprad1
@meghupdates

Top Replied-To in G9:
@hotosm_id

Top Replied-To in G10:
@annes103
@mattybones8
@govrondesantis

Top Mentioned
Top Mentioned in Entire Graph:
@meghupdates
@iingwen
@murraywatt
@cohesity
@syoungreports
@hacks4pancakes
@govrondesantis
@flsert
@urstrulymahesh
@ndrfhq

Top Mentioned in G1:
@sap_aws
@dellahudsonfca
@smes_india
@connectionit
@iprojectti
@falitroke
@bsapasig
@lightsirenpros
@timotebz

Top Mentioned in G2:
@meghupdates
@aaftabrehman1
@mave_intel
@alphawo40963407
@ians_india
@defencedetectiv

Top Mentioned in G3:
@iingwen
@uspacificfleet

Top Mentioned in G4:
@murraywatt
@aarondodd
@plainsdweller76

Top Mentioned in G5:
@srdataprotect
@solutionsreview
@purestorage
@eccouncil
@storagecraft
@ardasolutions
@cohesity
@esgglobal
@weaveworks
@parabluinc

Top Mentioned in G6:
@pritipatel
@boblister_poole
@ukhomeoffice
@polnyypesets
@twitdwood
@gmb
@borisjohnson
@mailonline
@thetimes
@meallaidh

Top Mentioned in G7:
@syoungreports

Top Mentioned in G8:
@ndrfhq
@pib_india
@pcmohanmp
@pibhomeaffairs
@mojsdowrrdgr
@agnii_goi
@meghupdates
@satyaprad1
@un
@prinsciadvoff

Top Mentioned in G9:
@harrymahar
@hotosm_id
@usaid
@usaidsaveslives
@worldvision
@mapakalamidad
@osm_id
@petabencana
@usmission2asean
@asean

Top Mentioned in G10:
@govrondesantis
@flsert
@healthyfla
@publix
@georebekah
@deniselsheffie1
@thfcpas

Top Tweeters
Top Tweeters in Entire Graph:
@airtel_presence
@angelus_0923
@sectest9
@jurylady5
@robinsnewswire
@atthelp
@robre62
@cybersec_feeds
@chidambara09
@cloudwanderer3

Top Tweeters in G1:
@globalissuesweb
@jhamby
@crisisdigest
@twelvebot
@anamafalda1992
@yagbebi
@timesofnewshub
@otcdynamics
@ketan72
@hotcandidates

Top Tweeters in G2:
@dhruvbhim
@victoriousnamo
@amoltikam
@navroopsingh_
@atlantesindia
@modifidbhaaarat
@vikas1689
@akshaychandorka
@tiru_2000
@nayayoungindia

Top Tweeters in G3:
@angelus_0923
@lukwasclt
@9b3or2qditmbdcd
@hiroki0205
@mariko_suki277y
@ss1jc5kzabuh6li
@sana74soleil
@ryuunochychy
@tc5ghs9sxm7ndfc
@guts_ya

Top Tweeters in G4:
@jurylady5
@geoffrey_payne
@pckj3627
@msmwatchdog2013
@jot_au
@tyrelle123
@corruptnsw
@broomstick33
@lyndsayfarlow
@qldaah

Top Tweeters in G5:
@sectest9
@cybersec_feeds
@cybersecurityn8
@digitaldecoded1
@brizendinesean
@dez_blanchfield
@gdprai
@jayeshmthakur
@popasmedia
@cybe_rpunkfixer

Top Tweeters in G6:
@sandradunn1955
@skynews
@bbcnews
@mailonline
@pennytindall
@annbank41695841
@scotsangel1
@2tweetaboutit
@drlindadykes
@boblister_poole

Top Tweeters in G7:
@faby_nava77
@lagugosi123
@pablo_arreola
@armandovuelo
@veronicalderon
@maxdt
@mecl
@majaloca
@enriquereyes
@guillermobgr

Top Tweeters in G8:
@prameshjain12
@ranjit0852
@pib_india
@fpjindia
@thetribunechd
@ddnewslive
@mib_india
@neetaparmar13
@vishalpcbvisha1
@arunkannan27

Top Tweeters in G9:
@petabencana
@gombang
@nordicgeo
@clearmapping
@lupodark29
@worldvisionusa
@drmiryounis
@palangmerah
@bnpb_indonesia
@mapmakerdavid

Top Tweeters in G10:
@nmharley2
@courtchauncey
@annie_amountain
@dddaniel059
@850sunny
@baklavaeater
@mariatevesgonz
@latimerbrett
@publix
@mesiaarte


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