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%22disaster recovery%22 OR %22disaster response%22_2022-08-13_12-09-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
"disaster recovery" OR "disaster response" via NodeXL https://bit.ly/3QDGYxL
@fema
@allison_dejong
@govnuclear
@noahpatton_
@samlmontano
@greene_thoughts
@donnayoungdc
@drjournal
@kentuckyem
@govandybeshear

Top hashtags:
#disasterrecovery
#bosnia
#30years

Description:
Description
The graph represents a network of 6,177 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, 13 August 2022 at 19:20 UTC.

The requested start date was Saturday, 13 August 2022 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 13-day, 23-hour, 13-minute period from Saturday, 30 July 2022 at 00:02 UTC to Friday, 12 August 2022 at 23:16 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 : 6177
Unique Edges : 3188
Edges With Duplicates : 8263
Total Edges : 11451
Number of Edge Types : 5
Retweet : 3585
MentionsInRetweet : 4344
Mentions : 1126
Replies to : 359
Tweet : 2037
Self-Loops : 2077
Reciprocated Vertex Pair Ratio : 0.014903129657228
Reciprocated Edge Ratio : 0.0293685756240822
Connected Components : 1671
Single-Vertex Connected Components : 948
Maximum Vertices in a Connected Component : 1062
Maximum Edges in a Connected Component : 2645
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.913902
Graph Density : 0.000142807892558136
Modularity : 0.523504
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 6,177 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, 13 August 2022 at 19:20 UTC.

The requested start date was Saturday, 13 August 2022 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 13-day, 23-hour, 13-minute period from Saturday, 30 July 2022 at 00:02 UTC to Friday, 12 August 2022 at 23:16 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:
[106] https://store.theartofservice.com/disaster-recovery-critical-capabilities/
[36] https://governor.ky.gov/disaster-response/flood-resources
[34] https://www.100daysinappalachia.com/2022/08/kentucky-flooding-tests-faith-based-disaster-response-in-appalachia-as-church-membership-declines/
[20] https://store.theartofservice.com/business-continuity-plan-monitoring-critical-capabilities/
[17] https://www.thrivent.com/about-us/membership/disaster-response
[15] https://youtu.be/cbIwJgAXpS4
[15] https://azure.microsoft.com/en-us/updates/azure-site-recovery-move-from-classic-to-modernized-experience-for-disaster-recovery-of-vmware-machines/
[14] https://www.engadget.com/att-network-disaster-response-drone-amphib-152926467.html
[12] https://www.atomikos.com/Blog/DisasterRecoveryReleasingAfterTheApocalypse?Source=twitter
[12] https://www.atomikos.com/Blog/DisasterRecoveryAndXAPart1TheProblem?Source=twitter

Top URLs in Tweet in G1:
[16] https://www.thrivent.com/about-us/membership/disaster-response
[11] https://azure.microsoft.com/en-us/updates/azure-site-recovery-move-from-classic-to-modernized-experience-for-disaster-recovery-of-vmware-machines/
[8] https://sankalpit.com/blog/solution-for-data-protection-and-disaster-recovery/
[8] https://www.engadget.com/att-network-disaster-response-drone-amphib-152926467.html
[7] https://cloud.netapp.com/blog/astra-blg-providing-disaster-recovery-to-cloudbees-jenkins-in-aks-with-astra-control-service
[7] https://www.graphcore.ai/posts/insuring-success-tractable-accelerates-accident-and-disaster-recovery-with-graphcore-ipu
[6] https://www.prahost.com/dedicated-server-netherlands/
[6] https://www.washingtonpost.com/opinions/2022/08/06/climate-change-disaster-relief-program/
[6] https://www.engadget.com/att-network-disaster-response-drone-amphib-152926467.html?src=rss
[6] https://www.theguardian.com/world/2022/aug/11/former-defence-chief-warns-of-continued-complacency-in-disaster-recovery-after-labor-speech?CMP=Share_iOSApp_Other

Top URLs in Tweet in G2:
[2] https://www.energy.gov/ne/articles/what-nuclear-microreactor

Top URLs in Tweet in G3:
[2] https://go.nasa.gov/3vDCuyk
[1] https://www.ktvh.com/news/fromberg-clears-muck-water-from-basements-fema-says-manage-expectations-about-federal-aid
[1] https://www.theguardian.com/environment/2022/jul/05/every-year-it-gets-worse-on-the-frontline-of-the-climate-crisis-in-bangladesh
[1] https://www.iheart.com/podcast/269-blakelyglobaltalk-98092961/
[1] https://open.spotify.com/episode/4kDBccqXeuw6yjWT6UFOYT?si=47ce4991b966475c

Top URLs in Tweet in G4:
[106] https://store.theartofservice.com/disaster-recovery-critical-capabilities/
[20] https://store.theartofservice.com/business-continuity-plan-monitoring-critical-capabilities/
[15] https://youtu.be/cbIwJgAXpS4
[8] https://store.theartofservice.com/business-continuity-critical-capabilities/
[7] https://youtu.be/p-vYC6X0rYk
[5] https://www.imagit.com/business-continuity-and-disaster-recovery/?sp_url=6n1i
[5] https://mysellbook.com/shop/ols/products/principles-of-incident-response-2e
[4] https://medium.com/appranix/eliminate-in-cloud-disaster-recovery-dr-waste-b25f3b3f9230
[4] https://www.imagit.com/does-your-companys-security-policy-address-these-seven-points/?sp_url=6n1j
[4] https://store.theartofservice.com/business-continuity-management-risk-critical-capabilities/

Top URLs in Tweet in G5:
[1] https://consumer.ftc.gov/consumer-alerts/2022/08/scammers-target-disaster-victims-spot-their-traps

Top URLs in Tweet in G6:
[1] https://twitter.com/iamraoulmanuel/status/1554321886724644865
[1] https://twitter.com/ancalerts/status/1554637199630540803

Top URLs in Tweet in G7:
[2] https://www.philstar.com/headlines/2022/08/07/2200829/marcos-wants-review-disaster-response-sops
[2] https://tribune.net.ph/2022/08/05/pbbm-wants-uniform-disaster-response-procedures/
[2] https://tribune.net.ph/2022/07/31/bbm-renews-rotc-revival-call/
[2] https://tribune.net.ph/2022/08/02/disaster-agency-goes-beyond-name-recto/
[1] https://twitter.com/oxfamph/status/1557199028932476928
[1] https://www.youtube.com/watch?v=YI0At0HeX44

[1] https://www.pna.gov.ph/articles/1180405
[1] https://www.pna.gov.ph/articles/1180219
[1] https://www.msn.com/en-ph/news/national/marcos-says-mandatory-rotc-to-boost-the-countrys-disaster-response/ar-AA108Pt7
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F100069387241964%2Fposts%2Fpfbid0YdAya622GK4uPpQNfRakHRg7fcnQWngjwDjFnEzw9LXM9JnCrqh1DszPtoUiXCyXl%2F

Top URLs in Tweet in G8:
[1] https://tasks.hotosm.org/projects/13123/tasks
[1] https://tasks.hotosm.org/projects/13110/
[1] https://www.atzittechnocrats.com/
[1] https://twitter.com/RezaKChyBD/status/1555837357797961729
[1] https://www.ceo.co.ug/absa-bank-donates-ugx60m-towards-disaster-response-capacities-for-families-affected-by-floods-in-eastern-uganda/
[1] https://www.publicisteastafrica.com/absa-donates-shs-60m-to-uganda-red-cross-society/
[1] https://twitter.com/magomu_ibrahim/status/1554342659652829185

Top URLs in Tweet in G9:
[3] https://giftofthegivers.org/disaster-response/bosnia/726/
[1] https://www.giftofthegivers.org/make-a-difference

Top URLs in Tweet in G10:
[1] https://sharemylesson.com/collections/disaster-recovery-and-preparedness-lesson-plans-and-resources
[1] https://kdla.ky.gov/records/recmgmtservices/Pages/LocalGovernmentRecordsServices.aspx
[1] https://governor.ky.gov/disaster-response/flood-resources

Top Domains
Top Domains in Tweet in Entire Graph:
[151] theartofservice.com
[138] twitter.com
[40] ky.gov
[38] dy.si
[35] solutionsreview.com
[35] theguardian.com
[34] drj.com
[34] 100daysinappalachia.com
[32] engadget.com
[32] careerarc.com

Top Domains in Tweet in G1:
[53] twitter.com
[22] engadget.com
[20] dy.si
[17] co.uk
[17] microsoft.com
[16] thrivent.com
[13] theguardian.com
[12] inquirer.net
[11] youtube.com
[11] com.au

Top Domains in Tweet in G2:
[2] energy.gov

Top Domains in Tweet in G3:
[2] nasa.gov
[1] ktvh.com
[1] theguardian.com
[1] iheart.com
[1] spotify.com

Top Domains in Tweet in G4:
[151] theartofservice.com
[32] solutionsreview.com
[31] drj.com
[22] youtu.be
[9] imagit.com
[8] microsoft.com
[5] mysellbook.com
[4] medium.com
[4] hubspotusercontent-na1.net
[3] okt.to

Top Domains in Tweet in G5:
[1] ftc.gov

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[6] net.ph
[5] facebook.com
[2] twitter.com
[2] gov.ph
[2] philstar.com
[2] radyopilipinas.ph
[2] com.ph
[1] youtube.com
[1] msn.com
[1] kalinawnews.com

Top Domains in Tweet in G8:
[2] hotosm.org
[2] twitter.com
[1] atzittechnocrats.com
[1] co.ug
[1] publicisteastafrica.com

Top Domains in Tweet in G9:
[4] giftofthegivers.org

Top Domains in Tweet in G10:
[2] ky.gov
[1] sharemylesson.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[316] disasterrecovery
[143] bosnia
[141] 30years
[141] servinghumanity
[119] disaster
[74] recovery
[66] businesscontinuity
[61] kentuckyflooding
[53] cybersecurity
[48] dataprotection



Top Hashtags in Tweet in G1:
[91] disasterrecovery
[23] cybersecurity
[19] cloud
[19] it
[18] recovery
[16] disaster
[14] backup
[12] data
[12] draas
[11] business

Top Hashtags in Tweet in G3:
[1] climate

Top Hashtags in Tweet in G4:
[164] disasterrecovery
[59] businesscontinuity
[46] recovery
[34] dataprotection
[29] disaster
[23] backup
[21] ransomware
[21] disasterrecoveryplan
[21] business
[21] continuity

Top Hashtags in Tweet in G7:
[11] afpyoucantrust
[11] philippinearmy
[4] dailytribune
[2] kapayapaanparasalahat
[2] bbm
[1] sonshinenewsblast
[1] parasabayan
[1] servingthepeoplesecuringtheland
[1] teamdiamond
[1] 4idatongarmy

Top Hashtags in Tweet in G8:
[26] disaster
[26] mbale
[15] mapping
[13] remote
[12] community
[6] data
[3] backup
[2] response
[2] mbalefloods
[2] opensource

Top Hashtags in Tweet in G9:
[141] 30years
[141] servinghumanity
[141] bosnia
[37] throwback
[32] didyouknow

Top Hashtags in Tweet in G10:
[22] kentuckyflooding

Top Words
Top Words in Tweet in Entire Graph:
[4608] disaster
[2397] recovery
[1872] response
[520] more
[443] business
[436] data
[397] kentucky
[360] help
[359] plan
[314] #disasterrecovery

Top Words in Tweet in G1:
[983] disaster
[753] recovery
[247] response
[179] more
[174] business
[153] plan
[133] data
[101] learn
[96] help
[91] #disasterrecovery

Top Words in Tweet in G2:
[201] nuclear
[201] 101
[201] microreactors
[201] power
[201] military
[201] bases
[201] disaster
[199] govnuclear
[199] factory
[199] built

Top Words in Tweet in G3:
[193] supporting
[167] disaster
[164] response
[163] helping
[163] farmers
[163] efficiently
[163] water
[163] crops
[163] monitoring
[163] climate

Top Words in Tweet in G4:
[271] disaster
[253] recovery
[162] #disasterrecovery
[107] business
[76] continuity
[63] plan
[63] data
[63] plans
[55] #businesscontinuity
[50] more

Top Words in Tweet in G5:
[149] disaster
[136] randpaul
[136] introduce
[136] legislation
[136] allow
[136] state
[136] city
[136] county
[136] use
[136] covid

Top Words in Tweet in G6:
[252] thereâ
[143] disaster
[128] already
[128] readiness
[128] risk
[128] reduction
[128] shs
[128] core
[128] subject
[128] science

Top Words in Tweet in G7:
[112] disaster
[112] marcos
[106] response
[95] president
[61] review
[58] sops
[57] bongbong
[50] smninews
[49] rotc
[44] jr

Top Words in Tweet in G8:
[92] disaster
[91] response
[67] mbale
[48] floods
[40] nbstv
[35] following
[35] osmuganda
[33] uganda
[32] red
[31] ugandaredcross

Top Words in Tweet in G9:
[143] war
[141] #30years
[141] #servinghumanity
[141] gift
[141] givers
[141] responds
[141] #bosnia
[138] giftofthegivers
[104] celebrating
[104] 1992

Top Words in Tweet in G10:
[164] ky
[82] western
[81] kydems
[81] ahead
[81] fancy
[81] farm
[81] republicans
[81] already
[81] attacking
[81] gov

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2142] disaster,recovery
[1613] disaster,response
[208] business,continuity
[204] bases,disaster
[202] nuclear,101
[202] 101,microreactors
[202] power,military
[202] military,bases
[200] govnuclear,nuclear
[200] microreactors,factory

Top Word Pairs in Tweet in G1:
[679] disaster,recovery
[222] disaster,response
[102] recovery,plan
[67] business,continuity
[57] learn,more
[43] backup,disaster
[29] recovery,center
[27] field,debris
[27] debris,monitor
[26] tetra,tech

Top Word Pairs in Tweet in G2:
[201] nuclear,101
[201] 101,microreactors
[201] power,military
[201] military,bases
[201] bases,disaster
[199] govnuclear,nuclear
[199] microreactors,factory
[199] factory,built
[199] built,plug
[199] plug,play

Top Word Pairs in Tweet in G3:
[164] disaster,response
[163] helping,farmers
[163] farmers,efficiently
[163] efficiently,water
[163] water,crops
[163] crops,monitoring
[163] monitoring,climate
[163] climate,change
[163] change,supporting
[163] supporting,disaster

Top Word Pairs in Tweet in G4:
[224] disaster,recovery
[73] business,continuity
[41] continuity,disaster
[34] #disasterrecovery,#recovery
[33] recovery,journal
[32] recovery,plan
[27] recovery,plans
[20] #disasterrecovery,#disaster
[16] make,sure
[15] easy,kubernetes

Top Word Pairs in Tweet in G5:
[136] introduce,legislation
[136] legislation,allow
[136] allow,state
[136] state,city
[136] city,county
[136] county,use
[136] use,covid
[136] covid,funds
[136] funds,disaster
[136] disaster,response

Top Word Pairs in Tweet in G6:
[128] already,disaster
[128] disaster,readiness
[128] readiness,risk
[128] risk,reduction
[128] reduction,shs
[128] shs,core
[128] core,subject
[128] science,technology
[126] thereâ,already
[126] subject,thereâ

Top Word Pairs in Tweet in G7:
[104] disaster,response
[57] bongbong,marcos
[56] review,disaster
[54] president,bongbong
[53] marcos,review
[53] response,sops
[50] smninews,president
[44] marcos,jr
[41] president,ferdinand
[36] ferdinand,marcos

Top Word Pairs in Tweet in G8:
[63] disaster,response
[31] uganda,red
[31] red,cross
[26] #disaster,response
[20] live,nbstv
[20] nbstv,tomorrow
[20] tomorrow,morning
[20] morning,share
[20] share,updates
[20] updates,disaster

Top Word Pairs in Tweet in G9:
[141] #30years,#servinghumanity
[141] #servinghumanity,gift
[141] gift,givers
[141] givers,responds
[141] war,#bosnia
[104] celebrating,#30years
[104] responds,1992
[104] 1992,war
[103] giftofthegivers,celebrating
[100] #bosnia,giveâ

Top Word Pairs in Tweet in G10:
[82] western,ky
[81] ahead,fancy
[81] fancy,farm
[81] farm,republicans
[81] republicans,already
[81] already,attacking
[81] attacking,gov
[81] gov,beshear
[81] beshear,let's
[81] let's,clear

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@govnuclear
@iss_research
@spa
@giftofthegivers
@randpaul
@jelomantaring
@kydems
@msignorile
@askakorean

Top Mentioned in G1:
@systemsagj
@itpractice2
@c_coolidge
@tabbertdrew
@roixecsearch
@tritechitsoluti
@worldfoodbank
@newsreedom

Top Mentioned in G2:
@govnuclear

Top Mentioned in G3:
@iss_research
@spa
@suzyblaustein
@space_station
@spotifypodcasts
@anacludiarossb1
@womenstrongintl

Top Mentioned in G4:
@srdataprotect
@invenioit
@solutionsreview
@appranixone
@drjournal
@hpe_greenlake
@igel_technology
@bugcrowd
@zerto
@ilandcloud

Top Mentioned in G5:
@randpaul
@senfeinstein
@martinheinrich

Top Mentioned in G6:
@jelomantaring
@bigbrotherteej
@anakbayanuc
@kalasag_uc

Top Mentioned in G7:
@smninews
@pnagovph
@4th_diamond
@yourphilarmy
@bongbongmarcos
@politiko_ph
@ptvph
@civildefenseph
@kalinawnews
@tribunephl

Top Mentioned in G8:
@nbstv
@ugandaredcross
@osmuganda
@inakasiita1
@minofhealthug
@jnambohe
@estheranyakun
@emedug
@lubagahospital

Top Mentioned in G9:
@giftofthegivers

Top Mentioned in G10:
@kydems
@aftteach
@hazardkygov
@andybeshearky
@leadermcconnell
@kygop
@governorofky
@aftunion
@sharemylesson

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@sectest9
@chidambara09
@recitesocial
@zyitegadgets
@robinsnewswire
@hrblock_21
@s9tmt
@phildecarolis
@bisniscom

Top Tweeters in G1:
@pulpnews
@zyitegadgets
@robinsnewswire
@bisniscom
@nobby15
@parliamodinews
@prpnews
@foggybottomgal
@jpnncom
@uhiiman

Top Tweeters in G2:
@rguezcheca
@woli2017
@redkalaharian
@bfcpluto
@fvo69622073
@np_grwl
@parishurtado
@filhoeterno12
@tcely
@thahulamafu

Top Tweeters in G3:
@tzdiscovery
@pigmeocosmico
@sb19rtsquad_31
@jlgoncalez
@saleemulhuq
@jj_angelus
@anaid190967
@andrefarfan10
@augustobrando10
@maul_azar

Top Tweeters in G4:
@sectest9
@cybersecurityn8
@rvp
@goaidev
@vivmilano
@digitaldecoded1
@simonlporter
@releaseteam
@blokdykg
@pyscalellc

Top Tweeters in G5:
@phildecarolis
@jjj5819
@sustain05
@ladydshops
@all100senators
@ajbuck85
@primfreak
@aba261
@abhinary
@audrakat

Top Tweeters in G6:
@cheolattes
@kylejosef
@notavailawble
@barolsxz
@_agathamontes
@monirks_
@jer_espinas
@_bernadetteanne
@sexbombalbert
@soundsgayofu

Top Tweeters in G7:
@5fec93919a544d3
@dzbb
@saraall2028
@lilr_lilj12
@ptvph
@politiko_ph
@angeley23675682
@telen_nimfa
@almahannahponc1
@tribunephl

Top Tweeters in G8:
@codewithtwitchi
@nbstv
@ritahntaori
@vinynation
@noble30879886
@nansinguzaj
@immamsadiq
@mubuuke
@kiapikfreddie76
@nzessegawa

Top Tweeters in G9:
@raqzi10
@sonofmzansi
@maraenslin
@juneeightyseven
@m_az1zah
@tonybeamish
@ashrafgarda
@charlottekhuma3
@jvanlogg
@karenstones

Top Tweeters in G10:
@nakesha_horsey
@resisternell
@puzzlesthewill7
@rweingarten
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