UNDP_innovation, Twitter, 1/26/2021 9:54:01 PM, 246591


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UNDP_innovation_2021-01-26_13-50-22.xlsx
UNDP_innovation_2021-01-26_13-50-22.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 26, 2021
Short Description:
UNDP_innovation via NodeXL https://bit.ly/2NFLS1x
@undp
@undp_innovation
@salhaj
@asteiner
@implement21
@ricap_undp
@undp_pakistan
@undpacclabs
@muhammadchc
@wef

Top hashtags:
#innovation
#recoverbetter
#davosagenda
#smes
#startups
#sdgs
#covid19
#investment
#sdg

Description:
Description
The graph represents a network of 546 Twitter users whose recent tweets contained "UNDP_innovation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 26 January 2021 at 21:51 UTC.

The tweets in the network were tweeted over the 7-day, 14-hour, 58-minute period from Tuesday, 19 January 2021 at 06:13 UTC to Tuesday, 26 January 2021 at 21:11 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 : 546
Unique Edges : 1425
Edges With Duplicates : 568
Total Edges : 1993
Number of Edge Types : 5
Retweet : 364
MentionsInRetweet : 1134
Mentions : 440
Replies to : 25
Tweet : 30
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.0319488817891374
Reciprocated Edge Ratio : 0.0619195046439628
Connected Components : 21
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 498
Maximum Edges in a Connected Component : 1934
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.471257
Graph Density : 0.00542729441812011
Modularity : 0.550815
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 546 Twitter users whose recent tweets contained "UNDP_innovation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 26 January 2021 at 21:51 UTC.

The tweets in the network were tweeted over the 7-day, 14-hour, 58-minute period from Tuesday, 19 January 2021 at 06:13 UTC to Tuesday, 26 January 2021 at 21:11 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 : TwitterSearch
Graph Term : UNDP_innovation
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:
[119] https://www.weforum.org/agenda/2021/01/covid-pandemic-jobs-innovation-recovery
[20] https://www.weforum.org/agenda/2021/01/covid-pandemic-jobs-innovation-recovery/
[18] https://www.latinamerica.undp.org/content/rblac/es/home/blog/2020/transformations-towards-inclusive-justice-with-innovation-and-re.html
[15] https://jobs.undp.org/cj_view_job.cfm?cur_job_id=96511
[14] http://conference.gobeshona.net/ggc1-programme/
[14] https://www.youtube.com/watch?v=elDFcMcNqh8&feature=youtu.be

[13] https://albania-undp.medium.com/supporting-skills4life-vet-schools-benefit-from-eu4schools-programme-e96aa610da7f
[12] https://undp.zoom.us/webinar/register/WN_YbwUvtZhRqqpO9u-J3L7Dw
[12] https://www.pk.undp.org/content/pakistan/en/home/blog/2020/covid-19--why-we-need-to-listen-to-communities-more-than-ever.html
[11] https://vtv.vn/video/talk-vietnam-tien-len-cung-tien-len-482676.htm

Top URLs in Tweet in G1:
[12] https://undp.zoom.us/webinar/register/WN_YbwUvtZhRqqpO9u-J3L7Dw
[10] https://medium.com/@UNDPArabic/when-solutions-are-not-enough-shift-the-system-3c2e9bc3097f?platform=hootsuite
[10] https://medium.com/@undp.innovation/when-solutions-are-not-enough-shift-the-system-f61a69f700b2
[10] https://www.weforum.org/agenda/2021/01/covid-pandemic-jobs-innovation-recovery
[10] https://jobs.undp.org/cj_view_job.cfm?cur_job_id=96511
[8] https://twitter.com/ricap_undp/status/1352926783587241985
[8] https://www.lk.undp.org/content/srilanka/en/home/presscenter/articles/2021/OpEd_UNDP_Administrator.html
[4] https://medium.com/@undp.innovation/from-single-point-solution-to-systems-change-how-behavioural-science-can-nudge-us-forward-e88dcba9303b
[3] https://www.linkedin.com/slink?code=e_KgJ-f
[3] https://www.pk.undp.org/content/pakistan/en/home/blog/2020/covid-19--why-we-need-to-listen-to-communities-more-than-ever.html

Top URLs in Tweet in G2:
[95] https://www.weforum.org/agenda/2021/01/covid-pandemic-jobs-innovation-recovery
[17] https://www.weforum.org/agenda/2021/01/covid-pandemic-jobs-innovation-recovery/
[4] https://twitter.com/UnFacility/status/1352345224832573442
[2] https://www.weforum.org
[1] https://www.zw.undp.org/content/zimbabwe/en/home/stories/tippy-tap---promoting-handwashing-to-curb-the-spread-of-covid19.html
[1] https://t.co/Q3dfUnDfXN
[1] https://sdgintegration.undp.org/acceleration-not-direction
[1] https://data.undp.org/content/covid-19-school-closures/
[1] https://medium.com/@undp.innovation/from-single-point-solution-to-systems-change-how-behavioural-science-can-nudge-us-forward-e88dcba9303b

Top URLs in Tweet in G3:
[14] http://conference.gobeshona.net/ggc1-programme/
[14] https://www.youtube.com/watch?v=elDFcMcNqh8&feature=youtu.be

[6] https://www.zw.undp.org/content/zimbabwe/en/home/stories/tippy-tap---promoting-handwashing-to-curb-the-spread-of-covid19.html
[5] https://www.weforum.org/agenda/2021/01/covid-pandemic-jobs-innovation-recovery
[4] https://twitter.com/UNDPClimate/status/1351454395628711940
[2] https://oe.cd/broad
[2] https://sgp.undp.org/innovation-library/item/2170-small-grants-programme--25-years-of-engagement-with-indigenous-peoples.html
[1] https://www.africa.undp.org/content/rba/en/home/presscenter/pressreleases/2020/covid-19-is-an-opportunity-for-innovation-and-increased-solidari.html
[1] https://untalent.org/jobs/thai-to-english-translation-for-the-youth-innovation-for-human-mobility-challenge-application
[1] https://ceylontoday.lk/news/we-re-witnessing-a-global-surge-in-innovation

Top URLs in Tweet in G4:
[2] https://www.weforum.org/agenda/2021/01/covid-pandemic-jobs-innovation-recovery
[1] https://web.facebook.com/UNDPLesotho/videos/154967579755951/
[1] https://www.facebook.com/UNDPLesotho/videos/154967579755951/?_rdc=1&_rdr
[1] https://data.undp.org/content/covid-19-school-closures/

Top URLs in Tweet in G5:
[9] https://www.resiliencechallenge.co.tz/
[5] https://www.weforum.org/agenda/2021/01/covid-pandemic-jobs-innovation-recovery
[2] https://www.africa.undp.org/content/rba/en/home/presscenter/pressreleases/2020/covid-19-is-an-opportunity-for-innovation-and-increased-solidari.html
[1] https://www.zw.undp.org/content/zimbabwe/en/home/stories/tippy-tap---promoting-handwashing-to-curb-the-spread-of-covid19.html

Top URLs in Tweet in G6:
[17] https://www.latinamerica.undp.org/content/rblac/es/home/blog/2020/transformations-towards-inclusive-justice-with-innovation-and-re.html
[8] http://jamaica-gleaner.com/article/focus/20210124/denise-antonio-year-testing-agility-and-innovation-response-crisis
[2] https://mailchi.mp/568c35ee2fe7/undp-sids-bulletin-issue-9451681

Top URLs in Tweet in G7:
[9] https://www.pk.undp.org/content/pakistan/en/home/blog/2020/covid-19--why-we-need-to-listen-to-communities-more-than-ever.html
[5] https://jobs.undp.org/cj_view_job.cfm?cur_job_id=96511

Top URLs in Tweet in G9:
[5] https://twitter.com/UNDPAccLabs/status/1352617463909908481
[2] https://www.thebetterindia.com/245246/kerala-ppe-waste-covid-coronavirus-innovation-mattresses-upcycle-lakshmi-menon/

Top URLs in Tweet in G10:
[13] https://albania-undp.medium.com/supporting-skills4life-vet-schools-benefit-from-eu4schools-programme-e96aa610da7f

Top Domains
Top Domains in Tweet in Entire Graph:
[141] weforum.org
[89] undp.org
[56] medium.com
[34] twitter.com
[16] youtube.com
[14] gobeshona.net
[12] zoom.us
[11] vtv.vn
[11] nhandantv.vn
[9] jamaica-gleaner.com

Top Domains in Tweet in G1:
[29] medium.com
[26] undp.org
[16] twitter.com
[12] weforum.org
[12] zoom.us
[4] linkedin.com
[2] outlook.com
[1] vtv.vn
[1] nhandantv.vn
[1] jamaica-gleaner.com

Top Domains in Tweet in G2:
[114] weforum.org
[4] twitter.com
[3] undp.org
[1] t.co
[1] medium.com

Top Domains in Tweet in G3:
[15] youtube.com
[14] gobeshona.net
[9] undp.org
[6] weforum.org
[5] twitter.com
[2] oe.cd
[1] untalent.org
[1] ceylontoday.lk
[1] co.nz
[1] medium.com

Top Domains in Tweet in G4:
[2] facebook.com
[2] weforum.org
[1] undp.org

Top Domains in Tweet in G5:
[9] co.tz
[5] weforum.org
[3] undp.org

Top Domains in Tweet in G6:
[17] undp.org
[8] jamaica-gleaner.com
[2] mailchi.mp

Top Domains in Tweet in G7:
[14] undp.org

Top Domains in Tweet in G9:
[5] twitter.com
[2] thebetterindia.com

Top Domains in Tweet in G10:
[13] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[141] innovation
[109] recoverbetter
[102] davosagenda
[38] smes
[33] startups
[30] sdgs
[21] covid19
[17] investment
[16] sdg
[15] innovación



Top Hashtags in Tweet in G1:
[31] innovation
[12] tunisia
[12] datagovernance
[7] sdgs
[6] recoverbetter
[6] davosagenda
[4] käyttäytymistiede
[4] systeeminenmuutos
[4] innovaatio
[3] covid

Top Hashtags in Tweet in G2:
[94] recoverbetter
[86] davosagenda
[59] innovation
[36] smes
[13] digitalrevolution
[12] buildforwardbetter
[8] sdgs
[4] greeneconomy
[2] pwcproud
[2] digital

Top Hashtags in Tweet in G3:
[22] innovation
[13] locallyled
[8] internationaldayofeducation
[8] resilientrecovery
[8] inclusion
[8] access
[8] quality
[8] investment
[8] finance
[7] sdg4

Top Hashtags in Tweet in G4:
[3] covid19
[2] recoverbettertogether
[2] accelaratorlab
[1] innovation
[1] recoverbetter
[1] davosagenda
[1] sdgs
[1] educationday
[1] buildforwardbetter

Top Hashtags in Tweet in G5:
[17] startups
[16] innovation
[10] sdgs
[9] investment
[9] impact
[4] davosagenda
[3] recoverbetter
[3] funguoprogram
[3] tanzania
[2] africa

Top Hashtags in Tweet in G6:
[14] innovación
[8] justiciainclusiva
[6] pandemia
[6] blog
[6] resiliencia
[2] data
[2] digital
[2] sids
[2] risingupforsids
[2] undp4sids

Top Hashtags in Tweet in G7:
[9] gilgitbaltistan
[5] finance
[5] sdg
[5] portfolios

Top Hashtags in Tweet in G8:
[1] entrepreneurs
[1] oliveoil

Top Hashtags in Tweet in G9:
[5] undp
[2] inkwash2
[2] covid
[2] forpeopleforplanet

Top Hashtags in Tweet in G10:
[13] eu4schools

Top Words
Top Words in Tweet in Entire Graph:
[242] undp
[209] innovation
[154] asteiner
[141] #innovation
[134] wef
[124] more
[109] #recoverbetter
[102] #davosagenda
[101] sustain
[97] support

Top Words in Tweet in G1:
[55] undp_innovation
[34] undp
[31] #innovation
[26] innovation
[21] systems
[20] undpacclabs
[20] deep
[20] demo
[19] solutions
[19] surge

Top Words in Tweet in G2:
[110] wef
[103] asteiner
[94] #recoverbetter
[86] #davosagenda
[83] more
[75] sustain
[68] surge
[59] #innovation
[51] undp
[49] support

Top Words in Tweet in G3:
[72] undp
[50] adaptation
[41] innovation
[23] icccad
[23] support
[22] asteiner
[22] #innovation
[20] join
[17] event
[15] eu_commission

Top Words in Tweet in G4:
[5] undp
[5] asteiner
[4] covid
[4] 19
[4] gina_labs
[3] innovation
[3] #covid19
[3] undpacclabs
[3] un_innovation
[3] wef

Top Words in Tweet in G5:
[43] bootcamp
[41] undp
[38] svaldini
[32] undpafrica
[29] cmusisi2
[27] innovation
[26] recovery
[26] resilience
[26] challenge
[26] ndotohub

Top Words in Tweet in G6:
[17] justicia
[16] year
[16] crisis
[15] co
[14] #innovación
[10] blog
[10] alc
[9] pandemia
[9] debe
[8] 2020

Top Words in Tweet in G7:
[32] innovation
[23] social
[23] platform
[18] co
[14] journey
[14] community
[14] practice
[9] acclab
[9] shares
[9] designing

Top Words in Tweet in G9:
[10] india
[10] spices
[9] innovation
[7] undp_india
[5] #undp
[5] acc
[5] lab
[5] incredible
[5] journey
[5] getting

Top Words in Tweet in G10:
[26] education
[13] story
[13] 58
[13] facilities
[13] 2benefit
[13] #eu4schools
[13] euinalbania
[13] vet
[13] schools
[13] host

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[93] #recoverbetter,more
[93] more,wef
[93] wef,#davosagenda
[77] surge,#innovation
[66] foot,operated
[66] operated,handwashing
[61] covid,19
[57] handwashing,machine
[57] machine,invented
[57] old,boy

Top Word Pairs in Tweet in G1:
[20] deep,demo
[17] surge,#innovation
[17] thought,provoking
[13] global,surge
[11] understand,systems
[11] kawthar,undpintunisia
[10] embrace,complexities
[10] complexities,ways
[10] ways,observe
[10] observe,understand

Top Word Pairs in Tweet in G2:
[78] #recoverbetter,more
[78] more,wef
[78] wef,#davosagenda
[53] surge,#innovation
[46] foot,operated
[46] operated,handwashing
[45] handwashing,machine
[45] machine,invented
[45] old,boy
[45] boy,kenya

Top Word Pairs in Tweet in G3:
[27] adaptation,innovation
[14] innovation,marketplace
[14] marketplace,event
[13] undp,announced
[13] announced,platform
[13] platform,adaptation
[13] innovation,partnership
[13] partnership,grp_resilience
[13] grp_resilience,climatekic
[13] climatekic,icccad

Top Word Pairs in Tweet in G4:
[4] covid,19
[2] song,one
[2] one,many
[2] many,covid
[2] 19,awareness
[2] awareness,campaigns
[2] campaigns,supported
[2] supported,undp
[2] undp,under
[2] under,covid

Top Word Pairs in Tweet in G5:
[26] recovery,resilience
[26] resilience,innovation
[26] innovation,challenge
[26] challenge,bootcamp
[23] undpafrica,undp
[20] svaldini,undpafrica
[17] bootcamp,day
[17] day,meet
[17] end,bootcamp
[17] bootcamp,20

Top Word Pairs in Tweet in G6:
[8] 2020,year
[8] year,review
[8] review,published
[8] published,sunday's
[8] sunday's,jamaicagleaner
[8] jamaicagleaner,undp
[8] undp,resident
[8] resident,representative
[8] representative,antonio67denise
[8] antonio67denise,outlines

Top Word Pairs in Tweet in G7:
[23] social,innovation
[23] innovation,platform
[14] community,practice
[9] innovation,acclab
[9] acclab,shares
[9] shares,journey
[9] journey,designing
[9] designing,#gilgitbaltistan
[9] #gilgitbaltistan,social
[9] platform,regional

Top Word Pairs in Tweet in G9:
[5] #undp,acc
[5] acc,lab
[5] lab,india
[5] india,incredible
[5] incredible,journey
[5] journey,getting
[5] getting,more
[5] more,exciting
[5] exciting,year
[5] year,building

Top Word Pairs in Tweet in G10:
[13] story,58
[13] 58,education
[13] education,facilities
[13] facilities,2benefit
[13] 2benefit,#eu4schools
[13] #eu4schools,euinalbania
[13] euinalbania,vet
[13] vet,schools
[13] schools,host
[13] host,670

Top Replied-To
Top Replied-To in Entire Graph:
@undp
@undptz
@undparabic
@chary_vsc
@lflopezcalva
@pwc
@undpgeorgia
@kanniwignaraja
@unctad
@pci_initiative

Top Replied-To in G1:
@undparabic
@kanniwignaraja
@undpgeorgia
@ylp_undp
@undp

Top Replied-To in G2:
@undp
@pwc

Top Replied-To in G3:
@asteiner

Top Replied-To in G4:
@lflopezcalva
@unctad
@undp

Top Replied-To in G5:
@undptz

Top Replied-To in G9:
@chary_vsc

Top Mentioned
Top Mentioned in Entire Graph:
@asteiner
@undp
@wef
@undp_innovation
@undpacclabs
@svaldini
@undpafrica
@cmusisi2
@un
@ndotohub

Top Mentioned in G1:
@undp_innovation
@undp
@undpacclabs
@asteiner
@undpintunisia
@gquaggiotto
@kawthar
@rockefellerfdn
@wef
@jencolville10

Top Mentioned in G2:
@asteiner
@wef
@undp
@un
@unfacility
@deutschepostdhl
@iccwbo
@globalcompact
@microsoft
@pwc

Top Mentioned in G3:
@undp
@icccad
@asteiner
@eu_commission
@thegef
@grp_resilience
@climatekic
@worldresources
@adaptationfund
@worldbank

Top Mentioned in G4:
@asteiner
@gina_labs
@undpacclabs
@un_innovation
@wef
@undp
@betty_wabunoha
@gouldnessie
@leursism
@pnudguatemala

Top Mentioned in G5:
@undp
@svaldini
@undpafrica
@cmusisi2
@ndotohub
@seedspacedar
@unitednationstz
@safariwallet
@hdiftz

Top Mentioned in G6:
@jamaicagleaner
@antonio67denise
@glomanzotti
@augustoreyh

Top Mentioned in G7:
@sdg_finance
@undp_innovation
@financinglab_id
@didihardiana
@javeria_mh
@emilyraedavis
@agirrecenter
@undpthailand
@undpindonesia
@undp_pakistan

Top Mentioned in G8:
@imrankhanpti
@aushcpak
@italyinpak
@officialdgispr
@spaininpakistan
@cathaypak
@dkinpk
@mafrancheun
@helenclarknz
@belgiumisb

Top Mentioned in G9:
@undp_india
@shokonoda
@undpacclabs
@undpasiapac
@japaninnovation
@smartcities_hua
@ascimedia
@swachhbharatgov
@thubhyd
@mc_gwmc

Top Mentioned in G10:
@euinalbania

Top Tweeters
Top Tweeters in Entire Graph:
@dev_discourse
@petchary
@bot_innovation
@olumideidowu
@saleemulhuq
@bagaluesunab
@moisomedrano
@salhaj
@wef
@gdprai

Top Tweeters in G1:
@salhaj
@marianatrobosky
@freerange_inc
@gquaggiotto
@undparabic
@youtube
@undpeurasia
@rockefellerfdn
@undpasiapac
@filippoaddarii

Top Tweeters in G2:
@dev_discourse
@bot_innovation
@wef
@gdprai
@lightifyco1
@grace516g
@un
@sdgsbot
@msantosfrc
@lesegothinane

Top Tweeters in G3:
@olumideidowu
@saleemulhuq
@interpretaatioo
@climatewed
@undp
@unicef
@worldbank
@iied
@vitrinanorte
@worldresources

Top Tweeters in G4:
@marthadelgado
@unido
@ifad
@globalgoalsun
@uninindonesia
@casinapioiv
@marngt
@onudhmexico
@minexgt
@wto

Top Tweeters in G5:
@johnmbundi
@johniezebest
@senator_ej
@sonnino123
@winharder_
@eankitpandey
@jdmasaki
@biasharaconnec2
@undpafrica
@unitednationstz

Top Tweeters in G6:
@petchary
@bagaluesunab
@moisomedrano
@jamaicagleaner
@hcrffngo
@lpuriticote
@carrascomuroc
@pnudlac
@augustoreyh
@silviamorimoto

Top Tweeters in G7:
@sdgscolab
@undpindonesia
@emilyraedavis
@undp_pakistan
@faezafaeza32
@undpthailand
@agirrecenter
@didihardiana
@patrickduong
@ansye_sopacua

Top Tweeters in G8:
@helenclarknz
@mafrancheun
@globalpeace
@cathaypak
@imrankhanpti
@illango_wb
@idcmonitor
@muhammadchc
@aprrn_
@swedeninpk

Top Tweeters in G9:
@swachhbharatgov
@nitiaayog
@undp_india
@rozitasingh
@thubhyd
@smartcities_hua
@chary_vsc
@shokonoda
@ascimedia
@malinireddy

Top Tweeters in G10:
@headlynerevents
@norakushti
@euinalbania
@undpalbania
@calaveraruiz
@entelalako
@lsemini
@dolorespetrita1
@mirelabylyku
@shkurtianduena


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