FoodSecurity, Twitter, 2/4/2021 9:21:53 AM, 247140


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FoodSecurity_2021-02-03_22-50-40.xlsx
FoodSecurity_2021-02-03_22-50-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 04, 2021
Short Description:
FoodSecurity via NodeXL https://bit.ly/3pN1zlN
@cgiar
@foodsystems
@fao
@samsonprolific
@wfp
@growfurther_
@globalhealthbot
@marianatrobosky
@amb_ogunsola
@dawnroseturner

Top hashtags:
#foodsecurity
#agriculture
#climatechange
#covid19
#food
#nutrition
#foodsystems

Description:
Description
The graph represents a network of 5,450 Twitter users whose tweets in the requested range contained "FoodSecurity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 04 February 2021 at 07:01 UTC.

The requested start date was Thursday, 04 February 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, 7-hour, 53-minute period from Thursday, 21 January 2021 at 01:12 UTC to Wednesday, 03 February 2021 at 09:05 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 : 5450
Unique Edges : 3924
Edges With Duplicates : 8899
Total Edges : 12823
Number of Edge Types : 5
Retweet : 3891
MentionsInRetweet : 5469
Replies to : 155
Mentions : 2196
Tweet : 1112
Self-Loops : 1190
Reciprocated Vertex Pair Ratio : 0.041866028708134
Reciprocated Edge Ratio : 0.0803673938002296
Connected Components : 809
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 2813
Maximum Edges in a Connected Component : 8162
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.189056
Graph Density : 0.000234636100218709
Modularity : 0.515216
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,450 Twitter users whose tweets in the requested range contained "FoodSecurity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 04 February 2021 at 07:01 UTC.

The requested start date was Thursday, 04 February 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, 7-hour, 53-minute period from Thursday, 21 January 2021 at 01:12 UTC to Wednesday, 03 February 2021 at 09:05 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 : FoodSecurity
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:
[24] https://www.cgiar.org/news-events/news/improving-the-prospects-for-breeding-better-bananas
[24] https://twitter.com/hawelti/status/1352524748371202050?s=20
[12] https://www.instagram.com/accounts/login/
[12] https://www.cgiar.org/news-events/news/giving-africas-new-crop-varieties-a-data-boost-digitally/
[12] http://bgcpeel.org/index.php/donate
[10] https://www.facebook.com/watch/?v=3263147887119912
[9] https://futurescanning.us15.list-manage.com/subscribe?u=7c040888ae65da47f39c25cb4&id=688205abc1
[8] https://www.sciencealert.com/climate-change-could-shift-earth-s-tropical-rain-belt-threatening-food-security-for-billions
[8] https://mailchi.mp/9985f30c86b0/capitalise-embracing-nature-to-make-photosynthesis-more-efficient
[7] https://www.app.com.pk/national/food-security-dashboard-to-monitor-consumption-availability-of-basic-commodities-pm-told/

Top URLs in Tweet in G1:
[24] https://www.cgiar.org/news-events/news/improving-the-prospects-for-breeding-better-bananas
[12] https://www.cgiar.org/news-events/news/giving-africas-new-crop-varieties-a-data-boost-digitally/
[7] https://doi.org/10.4060/cb2895en
[6] https://www.cgiar.org/news-events/news/ethiopias-social-safety-net-effective-in-limiting-covid-19-impacts-on-rural-food-insecurity
[6] https://www.cgiar.org/news-events/news/how-online-decision-dashboards-can-make-evidence-more-accessible-for-decision-makers
[6] https://www.cgiar.org/news-events/news/10-new-chickpea-varieties-released-in-2020-in-collaboration-with-nars/
[4] https://www.youtube.com/watch?v=ocfaC_TZilg&feature=youtu.be

[4] https://www.cgiar.org/news-events/news/digital-nutrient-management-tool-reduces-emissions-improves-crop-yields-and-boosts-farmers-profits
[4] http://www.fao.org/3/cb3173en/cb3173en.pdf
[4] https://www.csis.org/analysis/food-insecurity-crises-home-and-abroad-why-biden-must-lead-both

Top URLs in Tweet in G2:
[6] https://stop.zona-m.net/2021/01/what-fonio-or-any-other-food-should-share-with-serious-digital-standards/
[4] https://medium.com/global-citizens/horror-from-the-sky-locust-swarms-3319130bbffc
[3] https://gardenplantgroweat.blogspot.com/2014/01/eating-local-in-new-year.html
[3] https://medium.com/global-citizens/a-mother-should-not-see-her-children-suffer-6969445b3d26
[2] https://www.hamiltonjfs.ca/news-events/beer-sampling-fundraiser/
[2] https://www.aamc.org/news-insights/54-million-people-america-face-food-insecurity-during-pandemic-it-could-have-dire-consequences-their
[2] https://www.instagram.com/accounts/login/
[2] https://www.eco-business.com/news/thai-landfill-turned-into-urban-farm-to-feed-poor-during-pandemic/
[2] https://www.youtube.com/watch?v=RvHs0e8zWwY

[2] https://www.youtube.com/watch?v=WfRJEm96Lgo


Top URLs in Tweet in G3:
[1] https://www.gofundme.com/f/sarahmscagric
[1] https://twitter.com/th_olabisisarah/status/1346424199385112577
[1] https://thenationonlineng.net/integrating-more-women-into-agric-value-chain/
[1] https://twitter.com/AASOpenRes/status/1354444721742032899
[1] https://www.worldfoodprize.org/index.cfm?nodeID=87515&audienceID=1
[1] https://twitter.com/ABUJAPLUG/status/1353593443772194816
[1] https://twitter.com/FarmersRadioAF/status/1352501090445643778
[1] https://twitter.com/AkinAlabi6/status/1352736154328641541
[1] https://twitter.com/CorpFarmersTV/status/1352271461071921152
[1] https://twitter.com/AkinAlabi6/status/1352735212606775299

Top URLs in Tweet in G4:
[3] https://www.eventbrite.com/e/un-food-systems-summit-action-track-5-public-forum-tickets-137990578535
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246134
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fone-earth%2Ffulltext%2FS2590-3322%2820%2930654-0&rc=0
[2] https://www.weforum.org/agenda/2021/01/climate-change-covid-coronavirus-environment-food-insecurity-security-global/
[2] https://odysee.com/@TheGreaterReset:4/Christian-Westbrook:6
[2] https://twitter.com/L4F_Bielefeld/status/1351519330383638528
[2] https://routetofood.org/agroecology-offers-local-solutions-to-pave-the-road-to-agricultural-sustainability/
[1] https://www.sciencedirect.com/science/article/pii/S2211912421000109?dgcid=author
[1] https://www.euractiv.com/section/africa/opinion/forget-brexit-the-most-important-trade-deal-in-2021-is-in-africa/
[1] https://eos.org/articles/urban-agriculture-combats-food-insecurity-builds-community

Top URLs in Tweet in G5:
[2] https://www.food4ever.org/chefs-manifesto-podcast/
[2] https://www.eventbrite.com/e/leaders-eat-last-defining-food-insecurity-virtual-panel-tickets-138330077987
[2] https://www.cambridge.org/core/product/identifier/S2040174419000898/type/journal_article
[1] https://www-pnas-org.stanford.idm.oclc.org/content/118/4/e2017524118
[1] https://www.ideasforindia.in/topics/agriculture/agricultural-worker-exits-and-crop-fires-hindi.html
[1] https://oceansolutions.stanford.edu/sites/g/files/sbiybj13371/f/cos_position_announcement_commsasst_2021jan15.pdf
[1] https://bit.ly/39vOKq9
[1] https://oceansolutions.stanford.edu/stories-events/blue-food-assessment-featured-economist-blog
[1] https://www.nationalgeographic.com/environment/2021/01/6-numbers-define-climate-challenge-in-changing-us/
[1] https://www.ukri.org/opportunity/transforming-uk-food-systems-for-health-and-environment/

Top URLs in Tweet in G6:
[4] https://linktr.ee/FoodFirstMI
[2] https://www.foodfirstmi.org/
[2] https://mailchi.mp/03c37163d3c4/slow-down-mr-president-food-security-grants-and-more
[2] https://bit.ly/2Ki9Z52
[1] https://soundcloud.com/foodfirstmi/is-food-security-solvable
[1] https://www.downtownpublications.com/single-post/food-insecurity-increasing-during-the-pandemic
[1] https://wtvbam.com/2021/01/19/governor-whitmer-announces-michigan-covid-recovery-plan/?fbclid=IwAR3SbvaSE-HW9nG0y0pHVhpqoRZsx6c3M7zHQkGpTb6AuPRzhzGoC7J2uBs
[1] https://www.facebook.com/watch/?v=249985840061676
[1] https://www.abc12.com/2021/02/02/kroger-donates-50000-payout-from-record-mega-millions-jackpot-to-food-banks/#:~:text=Kroger%20announced%20on%20Tuesday%20that,3%20billion%20meals%20by%202025
[1] https://www.prnewswire.com/news-releases/nb-affordable-foundation-partners-with-the-food-bank-of-eastern-michigan-301209667.html?fbclid=IwAR2jgmsxk6WFh-MQbTRYZl-8viDOmwkvEBYGfGs60vjXTjlPOdMMCI8Sp8o

Top URLs in Tweet in G7:
[5] https://eos.org/science-updates/sowing-seeds-of-food-security-in-africa
[4] https://eos.org/articles/urban-agriculture-combats-food-insecurity-builds-community
[3] https://earthobservatory.nasa.gov/images/147831/nasa-data-aid-food-security-assessments-in-kenya
[2] https://www.workcast.com/register?cpak=5274529288958461
[2] https://eos.org/opinions/enhancing-food-security-through-earth-science-data
[2] https://eos.org/articles/cover-crops-sensors-and-food-security
[2] https://eos.org/features/climate-change-uproots-global-agriculture
[2] https://www.sciencedaily.com/releases/2021/01/210114163917.htm
[1] https://eos.org/special-topics#foodsecurity
[1] https://eos.org/wp-content/uploads/2021/01/FEB21.pdf

Top URLs in Tweet in G8:
[2] https://www.sciencedaily.com/releases/2011/09/110927073157.htm
[1] https://twitter.com/JimBair62221006/status/1216112893906735104
[1] https://www.prnewswire.com/news-releases/help-small-scale-farmers-adapt-to-climate-change-or-face-increased-hunger-and-migration-warns-ifad-president-301213285.html
[1] https://eos.org/features/climate-change-uproots-global-agriculture
[1] https://twitter.com/JimBair62221006/status/1356029607166627840
[1] https://twitter.com/DeborahLCurran/status/1285082306340777984
[1] https://twitter.com/davesgas/status/1345858915758555136
[1] https://www.sciencedaily.com/releases/2020/11/201117120722.htm
[1] https://www.journey2050.com/
[1] https://twitter.com/sammybytes/status/1353740915626496000

Top URLs in Tweet in G9:
[6] https://www.weforum.org/agenda/2021/01/china-digital-agriculture-global-food-security/
[5] https://eos.org/opinions/enhancing-food-security-through-earth-science-data#.YBO72CUftbY.twitter
[5] https://techxplore.com/news/2021-01-artificial-intelligence-food.html
[3] https://www.weforum.org/events/the-davos-agenda-2021
[3] https://reliefweb.int/report/world/enhancing-food-security-through-earth-science-data
[2] https://search.ecointernet.org
[1] https://www.weforum.org/events/the-davos-agenda-2021/sessions/special-address-by-g20-head-of-state-government-30252a93fc
[1] https://twitter.com/PinduoduoInc/status/1354360662718205952
[1] https://www.weforum.org/agenda/2021/01/pinduoduo-agriculture-competition-farmers-technology?utm_source=twitter&utm_medium=social_scheduler&utm_term=Agriculture,+Food+and+Beverage&utm_content=02/02/2021+12:00
[1] https://www.syngentagroup.com/en/our-stories/erik-fyrwald-public-and-private-sector-must-work-together

Top URLs in Tweet in G10:
[2] https://twitter.com/ClimateWed/status/1356165633902321666
[1] https://twitter.com/icbaagriculture/status/1354081906116210689
[1] https://e360.yale.edu/digest/scientists-create-the-first-global-map-of-bee-distribution
[1] https://twitter.com/climatewed/status/1356165633902321666
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/ece3.7145?cookieSet=1

Top Domains
Top Domains in Tweet in Entire Graph:
[338] twitter.com
[79] cgiar.org
[48] youtube.com
[42] linkedin.com
[39] facebook.com
[35] fao.org
[29] eos.org
[27] google.com
[22] bbc.com
[22] mailchi.mp

Top Domains in Tweet in G1:
[77] cgiar.org
[18] fao.org
[18] twitter.com
[9] doi.org
[9] csis.org
[8] cas2021.com
[5] worldfishcenter.org
[5] cimmyt.org
[5] harvestplus.org
[4] youtube.com

Top Domains in Tweet in G2:
[80] twitter.com
[13] youtube.com
[10] linkedin.com
[7] medium.com
[6] co.uk
[6] zona-m.net
[5] google.com
[5] fao.org
[4] theconversation.com
[4] washingtonpost.com

Top Domains in Tweet in G3:
[7] twitter.com
[1] gofundme.com
[1] thenationonlineng.net
[1] worldfoodprize.org

Top Domains in Tweet in G4:
[15] twitter.com
[14] nuzzel.com
[3] nodexlgraphgallery.org
[3] eventbrite.com
[2] linkedin.com
[2] eurekalert.org
[2] project-syndicate.org
[2] elsevierhealth.com
[2] okt.to
[2] weforum.org

Top Domains in Tweet in G5:
[5] twitter.com
[2] stanford.edu
[2] food4ever.org
[2] eventbrite.com
[2] cambridge.org
[1] oclc.org
[1] ideasforindia.in
[1] bit.ly
[1] nationalgeographic.com
[1] ukri.org

Top Domains in Tweet in G6:
[9] twitter.com
[4] linktr.ee
[3] mailchi.mp
[2] foodfirstmi.org
[2] bit.ly
[1] soundcloud.com
[1] downtownpublications.com
[1] wtvbam.com
[1] facebook.com
[1] abc12.com

Top Domains in Tweet in G7:
[19] eos.org
[3] nasa.gov
[2] workcast.com
[2] worldfoodprize.org
[2] sciencedaily.com
[2] myagro.org
[1] fertilizer.org
[1] ctdatahaven.org
[1] twitter.com
[1] africafoodprize.org

Top Domains in Tweet in G8:
[5] twitter.com
[3] sciencedaily.com
[1] prnewswire.com
[1] eos.org
[1] journey2050.com

Top Domains in Tweet in G9:
[13] weforum.org
[6] twitter.com
[5] eos.org
[5] techxplore.com
[4] ecointernet.org
[3] reliefweb.int
[2] healthpopuli.com
[1] syngentagroup.com
[1] cgiar.org
[1] gffa-berlin.de

Top Domains in Tweet in G10:
[4] twitter.com
[1] yale.edu
[1] wiley.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3202] foodsecurity
[374] agriculture
[277] climatechange
[260] covid19
[242] food
[167] nutrition
[153] foodsystems
[137] farmers
[124] zerohunger
[117] sdgs



Top Hashtags in Tweet in G1:
[485] foodsecurity
[71] onecgiar
[57] covid19
[51] agriculture
[49] nutrition
[38] climatechange
[33] sdgs
[33] genomics
[31] agribusiness
[25] climate

Top Hashtags in Tweet in G2:
[416] foodsecurity
[54] agriculture
[46] food
[25] farming
[20] climatechange
[19] covid19
[19] africa
[15] farmers
[15] hunger
[11] foodsovereignty

Top Hashtags in Tweet in G3:
[108] foodsecurity
[63] zerohunger
[38] farmersamson
[19] sdgs
[17] ag4dev
[16] agrictwitter
[16] globalgoals
[16] climateadaptation
[13] farmers
[11] soillessfarmlab

Top Hashtags in Tweet in G4:
[177] foodsecurity
[58] foodsystems
[36] climatechange
[32] nutrition
[28] covid19
[27] food
[23] foodsafety
[22] agriculture
[18] globaldev
[13] farming

Top Hashtags in Tweet in G5:
[27] foodsecurity
[6] ethiopia
[5] burundi
[4] environmental
[4] covid19
[4] foodinsecurity
[4] agricouncil
[4] agra
[4] valuechain
[4] supplychain

Top Hashtags in Tweet in G6:
[69] foodsecurity
[30] foodfirst
[17] morefoodmoreoften2morepeople
[8] covid19
[5] foodsovereignty
[5] climatechange
[3] michigan
[3] foodsystems
[3] firstnation
[3] climatecollapse

Top Hashtags in Tweet in G7:
[60] foodsecurity
[17] africafoodprize
[17] african
[9] agriculture
[8] agtech
[5] growmore
[4] remotesensing
[4] fintech
[3] carbonfootprint
[3] data

Top Hashtags in Tweet in G8:
[40] foodsecurity
[29] pilligaforest
[29] stopnarrabrigas
[29] savethepilliga
[16] alr
[16] ecosocialist
[14] fishwelfare
[14] fish
[10] climatechange
[6] agriculture

Top Hashtags in Tweet in G9:
[72] foodsecurity
[19] ai
[17] climatechange
[14] covid19
[10] gffa
[10] data
[9] davosagenda
[8] technology
[8] roi
[7] syngentagroup

Top Hashtags in Tweet in G10:
[33] foodsecurity
[32] climateaction
[20] climatewednesday
[12] climatechange
[10] bees
[7] icbaagriculture
[6] eba
[6] ebafosa
[4] إكبا
[3] nutrition

Top Words
Top Words in Tweet in Entire Graph:
[3203] #foodsecurity
[1397] food
[468] more
[423] farmers
[374] #agriculture
[296] security
[281] samsonprolific
[277] #climatechange
[275] learn
[262] global

Top Words in Tweet in G1:
[485] #foodsecurity
[121] food
[108] cgiar
[79] sustainable
[74] rural
[69] #onecgiar
[69] climate
[62] more
[61] development
[61] global

Top Words in Tweet in G2:
[416] #foodsecurity
[137] food
[54] #agriculture
[46] #food
[39] security
[37] more
[25] #farming
[25] people
[21] global
[20] need

Top Words in Tweet in G3:
[272] samsonprolific
[174] learn
[121] work
[111] end
[108] #foodsecurity
[88] love
[84] grow
[72] food
[72] wealth
[70] farm

Top Words in Tweet in G4:
[177] #foodsecurity
[77] food
[58] #foodsystems
[54] more
[43] foodsystems
[36] #climatechange
[35] livelihoods
[32] #nutrition
[32] action
[30] nutrition

Top Words in Tweet in G5:
[25] #foodsecurity
[19] food
[13] foodsecurity_su
[11] climate
[10] last
[8] change
[7] share
[7] research
[7] year
[7] 90

Top Words in Tweet in G6:
[69] #foodsecurity
[30] #foodfirst
[21] fbcmich
[19] food
[19] pm
[17] #morefoodmoreoften2morepeople
[15] sheril_
[14] more
[12] tune
[12] potus

Top Words in Tweet in G7:
[60] #foodsecurity
[38] crop
[34] farmers
[32] help
[31] agu_eos
[21] clnakalembe
[19] years
[19] address
[17] 11
[17] #africafoodprize

Top Words in Tweet in G8:
[64] food
[48] climate
[44] change
[40] jimbair62221006
[40] #foodsecurity
[29] #pilligaforest
[29] #stopnarrabrigas
[29] #savethepilliga
[29] please
[29] email

Top Words in Tweet in G9:
[72] #foodsecurity
[30] food
[26] wef
[25] more
[19] #ai
[17] #climatechange
[16] security
[15] global
[14] #covid19
[13] 2021

Top Words in Tweet in G10:
[33] #foodsecurity
[32] #climateaction
[32] series
[28] more
[27] pandemic
[26] world
[26] needs
[26] recovery
[26] min
[26] int

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[263] food,security
[122] world's,largest
[121] work,learn
[108] samsonprolific,work
[108] climate,change
[97] food,insecurity
[88] #foodsecurity,#nutrition
[84] covid,19
[74] indian,farmers
[62] agriculture,wisest

Top Word Pairs in Tweet in G1:
[38] food,security
[35] sustainable,development
[34] #foodsecurity,rural
[32] #foodsecurity,#genomics
[30] rural,women
[28] asia,pacific
[28] #sdgs,#foodsecurity
[27] achieve,targets
[27] targets,sustainable
[27] development,goals

Top Word Pairs in Tweet in G2:
[37] food,security
[12] learn,more
[9] food,insecurity
[8] #agriculture,#foodsecurity
[8] #prioritization,#covid19
[8] #covid19,#coronavirus
[8] #coronavirus,#vaccinations
[8] #vaccinations,#elderly
[8] #elderly,#disable
[8] #unicef,#wfp

Top Word Pairs in Tweet in G3:
[119] work,learn
[107] samsonprolific,work
[58] agriculture,wisest
[58] wisest,pursuit
[58] pursuit,end
[58] end,contribute
[58] contribute,wealth
[58] wealth,good
[58] good,morals
[58] morals,happiness

Top Word Pairs in Tweet in G4:
[27] action,track
[27] track,aims
[27] aims,ensure
[27] ensure,#foodsystems
[27] #foodsystems,deliver
[27] deliver,#foodsecurity
[27] equitable,livelihoods
[24] #foodsecurity,nutrition
[21] #climatechange,#foodsecurity
[20] #foodsecurity,#nutrition

Top Word Pairs in Tweet in G5:
[7] climate,change
[7] food,insecurity
[6] nutritious,versatile
[6] versatile,potato
[6] potato,continue
[6] continue,shape
[6] shape,lives
[6] lives,people
[6] people,share
[6] share,contribute

Top Word Pairs in Tweet in G6:
[11] pm,wjrradio
[11] sheril,kirshenbaum
[11] kirshenbaum,sheril_
[11] #foodsecurity,#morefoodmoreoften2morepeople
[8] 11,pm
[7] whitmer,govwhitmer
[7] food,security
[7] learn,more
[7] pm,sunday
[6] governor,gretchen

Top Word Pairs in Tweet in G7:
[17] #africafoodprize,preeminent
[17] preeminent,award
[17] award,recognizing
[17] recognizing,individuals
[17] individuals,institutions
[17] institutions,whose
[17] whose,contributions
[17] contributions,#african
[16] afrfoodprize,#africafoodprize
[16] #african,#agr

Top Word Pairs in Tweet in G8:
[39] climate,change
[29] #pilligaforest,#stopnarrabrigas
[29] #stopnarrabrigas,#savethepilliga
[29] #savethepilliga,please
[29] please,email
[29] email,matt_keanmp
[29] matt_keanmp,robstokesmp
[29] robstokesmp,know
[28] talkingkoala,#pilligaforest
[28] know,#cl

Top Word Pairs in Tweet in G9:
[16] food,security
[11] vaccines,become
[11] become,more
[11] more,readily
[11] readily,available
[11] available,kingabdullahii
[11] kingabdullahii,discusses
[11] discusses,next
[11] next,big
[11] big,challenge

Top Word Pairs in Tweet in G10:
[26] more,#climateaction
[26] #climateaction,world
[26] world,needs
[26] needs,recovery
[26] recovery,pandemic
[26] pandemic,min
[26] min,int
[26] int,dev
[26] dev,dagiulstein
[25] norwaymfa,more

Top Replied-To
Top Replied-To in Entire Graph:
@sheril_
@nohbodhi
@4per1000
@ifad
@souperbowl
@oecd
@rica_rwanda
@wef
@carolynecherop
@shadrackagaki

Top Replied-To in G1:
@4per1000
@rica_rwanda
@ifad
@faophilippines
@oecd
@cassummit2021
@salhaj
@cgiar
@wfp
@oceanpanel

Top Replied-To in G3:
@tappasgrillbar
@faonigeria
@farmersstories
@samsonprolific

Top Replied-To in G4:
@nohbodhi
@docelovitz
@cmfrick
@lindsaytedds
@zettl_audrey
@debragold44
@permatecturepro
@foodsystems

Top Replied-To in G5:
@carolynecherop
@shadrackagaki
@doughnutecon
@futureforall
@madeleinecuff

Top Replied-To in G6:
@sheril_
@kroger
@feedingamerica
@maniacmiler
@fbcmich
@rdpiazza
@joebiden
@ubcic
@josecrelcel
@mikegarlinski

Top Replied-To in G7:
@clnakalembe

Top Replied-To in G8:
@harold_steves
@albertarabbit

Top Replied-To in G9:
@wef
@pinduoduoinc
@newhumanitarian

Top Replied-To in G10:
@natashagrist
@fmenvng

Top Mentioned
Top Mentioned in Entire Graph:
@samsonprolific
@cgiar
@abidsuleri
@fao
@foodsystems
@farmersimi
@sfarmlab
@faokenya
@narendramodi
@cassummit2021

Top Mentioned in G1:
@cgiar
@fao
@cassummit2021
@faokenya
@wfp
@faoafrica
@worldfishcenter
@cipotato
@faoasiapacific
@ifpri

Top Mentioned in G2:
@vetrepreneurone
@gpgeat
@haliiiimo_
@inmedcaribbean
@fatimacentre1
@bayobserver
@premiumpreppers

Top Mentioned in G3:
@samsonprolific
@sfarmlab
@farmersimi
@amb_ogunsola
@corpfarmerstv
@rodgers_kirwa
@irrihub
@yarakenya
@1acreltd

Top Mentioned in G4:
@foodsystems
@its_brianke
@routetofood
@cmfrick
@l4f_bielefeld
@pik_klima
@fao
@davidnabarro
@dawnroseturner
@amdortiz

Top Mentioned in G5:
@foodsecurity_su
@foodsystems
@agnes_kalibata
@annie_nyagah
@agraalliance
@spicefmke
@foodsecurityuk
@futureforall
@stanfordearth
@paulnewnham

Top Mentioned in G6:
@fbcmich
@sheril_
@potus
@wjrradio
@joebiden
@govwhitmer
@feedingamerica
@bernjordanmp
@drphil14
@vp

Top Mentioned in G7:
@agu_eos
@clnakalembe
@afrfoodprize
@rcmrd_
@servirglobal
@urbandata
@myagrofarms
@na
@fertilizernews
@cgiarclimate

Top Mentioned in G8:
@jimbair62221006
@matt_keanmp
@robstokesmp
@talkingkoala
@harold_steves
@act4animalseu
@keliwestgate
@nocsg
@coonavass
@wasacresswell

Top Mentioned in G9:
@wef
@kingabdullahii
@syngenta
@glengilmore
@dataecoeu
@healthythinker
@techxplore_com
@iffnmanchester
@newhumanitarian
@douglasemhoff

Top Mentioned in G10:
@dagiulstein
@norwaymfa
@climatewed
@unccd
@tabijoda1
@fmenvng
@unwfp_india
@govtofuk
@icbaagriculture
@1oye

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@akpolyme
@sahelhkj
@chidambara09
@w_angels_wings
@independent
@mhall55nine
@wrikent3500
@john1966olsen
@nilimajumder

Top Tweeters in G1:
@abscbnnews
@viralvideovlogs
@harsiwarju
@cnbc
@allafrica
@forbes
@saleemulhuq
@bagaluesunab
@yahoonews
@farm_machinery_

Top Tweeters in G2:
@dedisuparman87
@vetrepreneurone
@sunshinethegrey
@margarethollin1
@nrodovsky
@winsontang
@drandall
@kaskadia
@fromgirltogirl
@knightie48

Top Tweeters in G3:
@jemilaea
@sarnchos
@hizzle7
@kiki_oro
@olowonoonii
@czarohm
@lanresoft
@rashiid9
@feyiwonder
@agro1media

Top Tweeters in G4:
@reuters
@dawnroseturner
@researchmrx
@huwsayer
@ewestaway
@btkrth
@fabriciosx
@globalnews
@cbcnews
@imagine_garden

Top Tweeters in G5:
@guardian
@emweeklyrpt
@craignewmark
@hyvee
@permagriculture
@joselviveropol
@caribcookschool
@spicefmke
@obarabrian
@ivynyayieka

Top Tweeters in G6:
@suestroud
@npr
@joyannreid
@chrislhayes
@kroger
@ubcic
@drcswilliam
@aquilakahecate
@maniacmiler
@carolyncbarthel

Top Tweeters in G7:
@ken_crichlow
@fintechna
@giuliog
@masuda_ko_1
@satyavrata9
@publichealthmap
@agsciencewriter
@ideamcolombia
@greene_thoughts
@theagu

Top Tweeters in G8:
@albertarabbit
@allan_crawshaw
@fedupofpollys
@ybreevaart67_63
@mr_spock
@sydnets
@jj_angelus
@quickieleaks
@wavetop
@umbrios

Top Tweeters in G9:
@independent
@cybersecurityn8
@bexxmodd
@gezgintrk
@epuujee
@trendsinai
@artificialbra1n
@spirosmargaris
@wef
@robotconsumer

Top Tweeters in G10:
@olumideidowu
@lcby
@richardmunang
@eylem4561
@redmayne_robert
@sdg2030
@climatewed
@agentsmith247
@ionjutaran
@meadnansiddiqui


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