globaldev, Twitter, 11/14/2022 11:01:42 PM, 284475


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globaldev_2022-11-13_23-15-00.xlsx
globaldev_2022-11-13_23-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2022
Short Description:
globaldev via NodeXL https://bit.ly/3UFFuF2
@nextbillion
@precisionmedbot
@kitakazethomas
@corradotopi
@daiglobal
@usaid
@techchange
@socentlive
@intldogooder
@yaleegc

Top hashtags:
#globaldev
#internationaldevelopment
#globaldevelopment
#sdgs
#dev
#neudc2022
#cop27

Description:
Description
The graph represents a network of 208 Twitter users whose tweets in the requested range contained "globaldev", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 14 November 2022 at 07:15 UTC.

The requested start date was Monday, 14 November 2022 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 3-day, 11-hour, 19-minute period from Monday, 31 October 2022 at 05:48 UTC to Thursday, 03 November 2022 at 17:08 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 : 208
Unique Edges : 162
Edges With Duplicates : 224
Total Edges : 386
Number of Edge Types : 4
Retweet : 88
MentionsInRetweet : 139
Tweet : 47
Mentions : 112
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0491071428571429
Reciprocated Edge Ratio : 0.0936170212765957
Connected Components : 38
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 103
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.080863
Graph Density : 0.00545800817539948
Modularity : 0.577752
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 208 Twitter users whose tweets in the requested range contained "globaldev", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 14 November 2022 at 07:15 UTC.

The requested start date was Monday, 14 November 2022 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 3-day, 11-hour, 19-minute period from Monday, 31 October 2022 at 05:48 UTC to Thursday, 03 November 2022 at 17:08 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 : globaldev
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:
[5] https://egc.yale.edu/events/neudc-2022/plenary
[4] https://editorialexpress.com/conference/NEUDC2022/program/NEUDC2022.html
[3] https://buff.ly/3WlNbBr
[3] https://in-pursuit-of-development.simplecast.com/episodes/gunhild-stordalen
[3] http://globaldev.blog/blog/public-support-policies-reduce-inequality-impact-uncertainty
[2] https://www.youtube.com/watch?v=tmg1hvdlaRo&feature=youtu.be

[2] https://www.mofa.go.jp/mofaj/ic/gic/page1_001371.html
[2] https://bit.ly/3DX23z5
[2] https://www.economist.com/special-report/2022/11/01/public-money-must-pave-the-way-for-private-investment-in-climate-change-adaptation
[2] https://www.devex.com/news/the-globaldev-organizations-hiring-in-response-to-the-food-crisis-104291

Top URLs in Tweet in G1:
[5] https://egc.yale.edu/events/neudc-2022/plenary
[4] https://editorialexpress.com/conference/NEUDC2022/program/NEUDC2022.html

Top URLs in Tweet in G2:
[2] https://bit.ly/3UbTbLd
[2] https://www.youtube.com/watch?v=tmg1hvdlaRo&feature=youtu.be

[1] https://bit.ly/3DVUwAq
[1] https://bit.ly/3UgwWUB
[1] https://bit.ly/3zambLe
[1] https://bit.ly/3DJXOaa
[1] https://bit.ly/3zv1DgW
[1] https://bit.ly/3WcC6m7
[1] https://bit.ly/3Nqw8dw
[1] https://bit.ly/3BwGIdo

Top URLs in Tweet in G3:
[3] https://in-pursuit-of-development.simplecast.com/episodes/gunhild-stordalen
[1] https://podcasts.apple.com/no/podcast/why-we-fight-chris-blattman/id1517346182?i=1000583918180

Top URLs in Tweet in G4:
[1] https://www.workwithusaid.org/directory
[1] https://dial.global/wp-content/uploads/2022/11/NEW-Spotlight-In-Machines-We-Trust-103122.pdf

Top URLs in Tweet in G5:
[1] https://www.csis.org/events/sessions/panel-3-forgotten-crisis-tackling-humanitarian-challenges-haiti

Top URLs in Tweet in G6:
[1] https://www.mofa.go.jp/mofaj/ic/gic/page1_001371.html
[1] https://www.abtassociates.com/who-we-are/news/feature-stories/abt-helps-drc-community-leaders-bridge-child-health-gaps
[1] https://buff.ly/3fiNUTc
[1] https://buff.ly/3DJooQx

Top URLs in Tweet in G7:
[2] https://aidnography.blogspot.com/2022/10/development-ict4d-digital-communication-academia-link-review-460.html

Top URLs in Tweet in G8:
[2] https://jobs.dou.ua/companies/globaldevgroup/vacancies/222192/?utm_medium=twitter&utm_campaign=twitterjobs
[1] https://www.theguardian.com/global-development/2022/oct/31/zimbabwe-my-beautiful-home-contest
[1] http://womenspowerbook.org/british-europ-empire-contribution-encyclopedia-book.htm#.T1-ufnkjU9Q
[1] https://www.devex.com/jobs/director-eastern-europe-1043669
[1] https://panagoragroup.net/expertise-services/
[1] https://jobs.dou.ua/companies/globaldevgroup/vacancies/217094/?utm_medium=twitter&utm_campaign=twitterjobs
[1] https://jobs.dou.ua/companies/globaldevgroup/vacancies/222481/?utm_medium=twitter&utm_campaign=twitterjobs

Top URLs in Tweet in G9:
[1] https://collective.healingsolidarity.org/events/globaldev-communicators-connect?instance_index=20221114T150000Z
[1] http://www.how-matters.org/services/

Top Domains
Top Domains in Tweet in Entire Graph:
[14] bit.ly
[7] globaldev.blog
[6] devex.com
[6] meandahq.com
[5] buff.ly
[5] youtube.com
[5] go.jp
[5] yale.edu
[4] dou.ua
[4] editorialexpress.com

Top Domains in Tweet in G1:
[5] yale.edu
[4] editorialexpress.com

Top Domains in Tweet in G2:
[10] bit.ly
[5] youtube.com
[4] go.jp
[1] thechinaproject.com

Top Domains in Tweet in G3:
[3] simplecast.com
[1] apple.com

Top Domains in Tweet in G4:
[1] workwithusaid.org
[1] dial.global

Top Domains in Tweet in G5:
[1] csis.org

Top Domains in Tweet in G6:
[2] buff.ly
[1] go.jp
[1] abtassociates.com

Top Domains in Tweet in G7:
[2] blogspot.com

Top Domains in Tweet in G8:
[4] dou.ua
[1] theguardian.com
[1] womenspowerbook.org
[1] devex.com
[1] panagoragroup.net

Top Domains in Tweet in G9:
[1] healingsolidarity.org
[1] how-matters.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[97] globaldev
[14] internationaldevelopment
[12] globaldevelopment
[10] sdgs
[10] dev
[10] neudc2022
[9] cop27
[8] socimp
[7] sustainability
[7] globalhealth



Top Hashtags in Tweet in G1:
[10] neudc2022
[7] globaldev

Top Hashtags in Tweet in G2:
[19] globaldev
[11] globaldevelopment
[9] internationaldevelopment
[9] dev
[7] socimp
[4] cop27
[4] climateaction
[3] cleanenergy
[3] socent
[3] jobseekers

Top Hashtags in Tweet in G3:
[5] globaldev
[3] cop27
[3] foodsecurity
[3] climatechange
[1] sdg2
[1] hunger
[1] climatecrisis
[1] uiosdg
[1] sustdev
[1] sdgs

Top Hashtags in Tweet in G4:
[9] globaldev
[3] datadriven
[2] fddf2022
[1] workwithusaid
[1] iot
[1] datagovernance
[1] dataeconomy
[1] datascience
[1] machinedata
[1] sensors

Top Hashtags in Tweet in G5:
[1] humanitarian
[1] philanthropy
[1] globaldev

Top Hashtags in Tweet in G6:
[4] globaldev
[3] ghana
[3] agricultural
[2] communityhealth
[2] globalhealth
[1] unicef
[1] globaldevelopment
[1] internationaldevelopment
[1] dev
[1] capitalism

Top Hashtags in Tweet in G7:
[3] globaldev
[1] ict4d

Top Hashtags in Tweet in G8:
[5] globaldev
[2] socialenterprise
[1] vintage
[1] booti
[1] empires
[1] developmentjobs
[1] sudanjobs
[1] businessdevelopmentjobs
[1] socialchange
[1] internationaldevelopment

Top Hashtags in Tweet in G9:
[3] globaldev
[1] devcomms
[1] philanthropy
[1] ngos
[1] socialgood
[1] aid
[1] socialchange
[1] internationalaid
[1] globalhealth
[1] socent

Top Hashtags in Tweet in G10:
[6] inequities
[5] halloween
[5] halloween2022
[5] sdgs
[5] globalgoals
[2] globaldev
[2] globalhealth
[1] actnow

Top Words
Top Words in Tweet in Entire Graph:
[97] #globaldev
[45] ãƒ
[25] global
[21] development
[18] more
[16] register
[15] join
[14] ðÿž
[14] globaldevpod
[14] #internationaldevelopment

Top Words in Tweet in G1:
[10] #neudc2022
[7] #globaldev
[6] nov
[6] egc
[6] plenary
[5] yale
[5] register
[4] tweets
[4] program
[4] âƒ

Top Words in Tweet in G2:
[45] ãƒ
[19] #globaldev
[11] #globaldevelopment
[9] ç
[9] #internationaldevelopment
[7] æ
[7] #socimp
[6] #devã
[6] リã
[6] nextbillion

Top Words in Tweet in G3:
[14] ðÿž
[14] globaldevpod
[12] listen
[12] g_stordalen
[12] global
[10] food
[10] take
[10] system
[10] transform
[10] discussion

Top Words in Tweet in G4:
[9] #globaldev
[7] create
[5] training
[4] become
[3] traditional
[3] organizationâ
[3] developing
[3] directory
[3] boost
[3] sectors

Top Words in Tweet in G5:
[6] csis
[6] wfp_haiti
[6] crisisâ
[6] creolebauer
[6] haiti
[6] panel
[6] œforgotten
[6] being
[6] part
[6] looking

Top Words in Tweet in G6:
[4] #globaldev
[4] ugh
[4] sector
[3] health
[3] #agricultural
[3] boosting
[3] bono
[3] poverty
[3] comes
[3] ghana

Top Words in Tweet in G7:
[3] #globaldev
[2] œwhatâ
[2] newsletter
[2] platform
[2] restofworldâ
[2] 460
[2] basically
[2] capitalismâ
[2] wrong
[2] entire

Top Words in Tweet in G8:
[5] #globaldev
[4] globaldev
[4] ðµð
[4] group
[2] join
[2] diverse
[2] devops
[2] apply
[2] team
[2] engineer

Top Words in Tweet in G9:
[7] more
[5] communications
[5] intldogooder
[5] supportive
[5] collaborative
[5] teams
[5] programs
[5] build
[5] j_atiko
[5] relationships

Top Words in Tweet in G10:
[7] ðÿžƒ
[6] #inequities
[6] overcoming
[6] together
[6] âš
[5] #globalgoals
[5] #halloween
[5] #halloween2022
[5] happy
[5] 2030

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] ãƒ,ãƒ
[11] global,food
[10] globaldevpod,g_stordalen
[10] transform,global
[10] #globaldev,#globaldevelopment
[10] system,listen
[10] food,system
[10] #globaldevelopment,#internationaldevelopment
[10] listen,ðÿž
[10] ðÿž,discussion

Top Word Pairs in Tweet in G1:
[4] yale,egc
[4] #globaldev,research
[4] nov,5pm
[4] view,program
[4] days,till
[4] countdown,#neudc2022
[4] hosted,yale
[4] register,simulcast
[4] plenary,session
[4] follow,#neudc2022

Top Word Pairs in Tweet in G2:
[26] ãƒ,ãƒ
[9] #globaldevelopment,#internationaldevelopment
[9] #globaldev,#globaldevelopment
[6] #internationaldevelopment,#devã
[5] ãƒ,リã
[3] #climateaction,register
[3] avenues,#climateaction
[3] #internationaldevelopment,#dev
[3] 11,30
[3] ãƒ,トãƒ

Top Word Pairs in Tweet in G3:
[10] ðÿž,discussion
[10] listen,ðÿž
[10] system,listen
[10] take,transform
[10] food,system
[10] global,food
[10] discussion,globaldevpod
[10] transform,global
[10] globaldevpod,g_stordalen
[9] danbanik,take

Top Word Pairs in Tweet in G4:
[3] organizationâ,visibility
[3] directory,showcase
[3] unique,data
[3] create,impact
[3] countries,create
[3] data,assets
[3] boost,#globaldev
[3] #globaldev,organizationâ
[3] partner,directory
[3] sectors,become

Top Word Pairs in Tweet in G5:
[6] forward,being
[6] crisisâ,panel
[6] panel,haiti
[6] part,csis
[6] creolebauer,wfp_haiti
[6] haiti,creolebauer
[6] œforgotten,crisisâ
[6] being,part
[6] looking,forward
[6] csis,œforgotten

Top Word Pairs in Tweet in G6:
[3] #ghanaâ,#agricultural
[3] concerted,effort
[3] boosting,financial
[3] #agricultural,sector
[3] sector,take
[3] commerce,entrepreneurial
[3] poverty,ugh
[3] comes,around
[3] ugh,commerce
[3] extreme,poverty

Top Word Pairs in Tweet in G7:
[2] basically,entire
[2] wrong,platform
[2] #globaldev,links
[2] links,460
[2] class,focus
[2] 460,feat
[2] capitalismâ,class
[2] newsletter,basically
[2] entire,œwhatâ
[2] œwhatâ,wrong

Top Word Pairs in Tweet in G8:
[4] globaldev,group
[2] engineer,globaldev
[2] devops,engineer
[2] developer,globaldev
[2] ðºð,ðµð
[2] join,welcoming
[2] international,team
[2] apply,join
[2] group,ðºð
[2] welcoming,diverse

Top Word Pairs in Tweet in G9:
[5] communications,teams
[5] more,collaborative
[5] programs,communications
[5] collaborative,supportive
[5] teams,build
[5] supportive,relationships
[5] build,more
[5] relationships,j_atiko
[4] j_atiko,thriâ
[4] intldogooder,programs

Top Word Pairs in Tweet in G10:
[6] overcoming,together
[6] #inequities,âš
[6] together,#inequities
[5] achieve,#sdgs
[5] #sdgs,#globalgoals
[5] #globalgoals,2030
[5] 2030,overcoming
[5] ðÿžƒ,#halloween2022
[5] happy,#halloween
[5] #halloween2022,achieve

Top Replied-To
Top Replied-To in Entire Graph:
@csfdata

Top Mentioned
Top Mentioned in Entire Graph:
@globaldevpod
@g_stordalen
@danbanik
@nextbillion
@csis
@creolebauer
@wfp_haiti
@intldogooder
@lordmcconnell

Top Mentioned in G1:
@yale
@nu_gprl
@yaleeconomics
@chrisudry
@samie_ampaw
@mushfiq_econ
@yalerise
@yalesom
@ibero_mx
@bu_tweets

Top Mentioned in G2:
@nextbillion
@fightpoverty
@evidenceaction
@dymphnavdl
@cleancooking
@wdavidson_inst
@tenmoubh
@cipeglobal
@adb_hq
@dfidotorg

Top Mentioned in G3:
@globaldevpod
@g_stordalen
@danbanik
@noradno
@oslosdg
@eatforum
@cblatts
@sum_uio

Top Mentioned in G4:
@workwithusaid
@prasannalaldas
@dial_community
@techchange
@globaldevlab
@jameybutcher
@mspowerbi
@greg_maly
@daiglobal

Top Mentioned in G5:
@csis
@creolebauer
@wfp_haiti
@romainmurphy
@fonkoze

Top Mentioned in G6:
@usaid
@kitakazethomas
@jselanikio
@daiglobal
@carolinequijad1
@abtassociates
@feedthefuture
@policylink_gl

Top Mentioned in G7:
@opeadetayo1
@syrianldp
@pass_blue
@gemmasou
@almazteffera
@princewill_nimi
@aanafgh
@msf_sweden

Top Mentioned in G9:
@intldogooder
@j_atiko
@deemen
@pribellini
@_healingsol

Top Mentioned in G10:
@anishakari
@un
@wef

Top Tweeters
Top Tweeters in Entire Graph:
@theeconomist
@drferdowsi
@betterjobsearch
@modernworldcen
@zubairabbasi
@nordicgeo
@socentlive
@wef
@currenttrends1
@precisionmedbot

Top Tweeters in G1:
@harvard
@tuftsuniversity
@yale
@brownuniversity
@ibero_mx
@cornell
@mit
@dartmouth
@yalesom
@bu_tweets

Top Tweeters in G2:
@socentlive
@corradotopi
@nextbillion
@adb_hq
@fightpoverty
@cleancooking
@200dollarsorg
@cipeglobal
@fsgtweets
@f_macaulay

Top Tweeters in G3:
@cblatts
@danbanik
@noradno
@g_stordalen
@eatforum
@li63ra
@oslosdg
@tamalemoses10
@sum_uio
@eivinden

Top Tweeters in G4:
@techchange
@globaldevlab
@mspowerbi
@usaid_digital
@dial_community
@landolakesv37
@workwithusaid
@prasannalaldas
@jameybutcher
@nckgts

Top Tweeters in G5:
@nordicgeo
@csis
@romainmurphy
@samiraaraiz
@michelmaietta
@creolebauer
@fonkoze
@csishumanrights
@haitiespwa
@wfp_haiti

Top Tweeters in G6:
@drferdowsi
@precisionmedbot
@usaid
@jselanikio
@daiglobal
@abtassociates
@feedthefuture
@osamidan
@policylink_gl
@carolinequijad1

Top Tweeters in G7:
@pass_blue
@giuliowolfe
@opeadetayo1
@aanafgh
@aidnography
@msf_sweden
@gemmasou
@princewill_nimi
@syrianldp
@almazteffera

Top Tweeters in G8:
@modernworldcen
@php_vacancies
@ea
@devopsvacancies
@lizfordguardian
@panagoragroup
@aa
@sayaraintl
@usaida

Top Tweeters in G9:
@intldogooder
@lightsolar
@niccieduc
@j_atiko
@deemen
@roshnugg
@pribellini
@_healingsol

Top Tweeters in G10:
@wef
@forglobalgoals
@un
@rohitpanwar2010
@gabriela_ionas
@anishakari
@alexandrina_iov
@sonirw


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