FoodSecurity, Twitter, 8/14/2020 12:04:34 AM, 232600


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FoodSecurity_2020-08-12_22-41-33.xlsx
FoodSecurity_2020-08-12_22-41-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2020
Short Description:
FoodSecurity via NodeXL https://bit.ly/30RFWqj
@fao
@cgiar
@bmarshallcgtn
@abmt_ke
@foodsystems
@ewestaway
@leap4fnssa
@samsonprolific
@ifpri
@desbomohono

Top hashtags:
#foodsecurity
#covid19
#agriculture
#food
#zerohunger
#climatechange
#nutrition
#africa

Description:
Description
The graph represents a network of 6,783 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, 13 August 2020 at 05:52 UTC.

The requested start date was Thursday, 13 August 2020 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 11-day, 19-hour, 5-minute period from Friday, 31 July 2020 at 22:19 UTC to Wednesday, 12 August 2020 at 17:25 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 : 6783
Unique Edges : 4285
Edges With Duplicates : 12166
Total Edges : 16451
Number of Edge Types : 5
Retweet : 5285
MentionsInRetweet : 7195
Tweet : 1276
Mentions : 2530
Replies to : 165
Self-Loops : 1358
Reciprocated Vertex Pair Ratio : 0.0398045524967227
Reciprocated Edge Ratio : 0.0765616045845272
Connected Components : 882
Single-Vertex Connected Components : 397
Maximum Vertices in a Connected Component : 3828
Maximum Edges in a Connected Component : 11015
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.87936
Graph Density : 0.000189664405084389
Modularity : 0.499118
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,783 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, 13 August 2020 at 05:52 UTC.

The requested start date was Thursday, 13 August 2020 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 11-day, 19-hour, 5-minute period from Friday, 31 July 2020 at 22:19 UTC to Wednesday, 12 August 2020 at 17:25 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:
[53] https://hungercount.foodbankscanada.ca/?_ga=2.176102178.1430956562.1593900521-977338769.1593900521
[39] https://www.weforum.org/agenda/2020/07/svalbard-seed-vault-arctic-climate-change
[26] https://www.ifpri.org/event/virtual-event-book-launch-covid-19-global-food-security
[23] https://m.facebook.com/IsraelinKenya/posts/3231920620185154
[12] https://www.cgiar.org/annual-report/performance-report-2019/
[11] https://www.scmp.com/economy/china-economy/article/3095862/china-corn-video-stokes-public-food-security-fears-amid
[10] https://www.bizcommunity.com/Article/196/348/207070.html
[10] https://btcmanager.com/vechain-vet-blockchain-food-safety-solution/?utm_source=Twitter&utm_medium=socialpush&utm_campaign=SNAP
[9] http://innovativepublishing2.actonsoftware.com/acton/media/3357/food-safety-tech-newsletter-vol-9-no-30
[8] https://www.cgiar.org/news-events/news/delivering-as-one-cgiar-inaugural-cgiar-executive-management-team-announced/

Top URLs in Tweet in G1:
[22] https://www.ifpri.org/event/virtual-event-book-launch-covid-19-global-food-security
[11] https://www.cgiar.org/annual-report/performance-report-2019/
[8] https://www.cgiar.org/news-events/news/delivering-as-one-cgiar-inaugural-cgiar-executive-management-team-announced/
[7] https://www.cgiar.org/news-events/news/farmers-responses-to-warming-early-in-growing-seasons-can-affect-yields
[7] https://www.cgiar.org/news-events/news/three-ways-nuclear-sciences-can-assist-agriculture-research
[7] https://www.cabi.org/cabreviews/review/20203267813
[6] https://hdl.handle.net/20.500.12348/4257
[6] https://on.cgiar.org/2X90Qir
[6] https://us02web.zoom.us/webinar/register/WN_pNUy_o_zSoiZuGO1N0ackA
[5] https://www.cgiar.org/news-events/news/policy-options-to-improve-access-to-quality-seed-in-vietnam

Top URLs in Tweet in G2:
[3] https://www.amazon.com/dp/B07Y7JJCGH/ref=as_li_ss_tl?keywords=cuda+education+agriculture&qid=1569172704&s=gateway&sr=8-1&linkCode=sl1&tag=nickdancriddr-20&linkId=168961a080f37934b613186d8b184cbf&language=en_US
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=2d70c8d0-d20f-11ea-993d-c5160f714a03&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNy0yOS9hbG1vc3QtMzAtbWlsbGlvbi1pbi11LXMtZGlkbi10LWhhdmUtZW5vdWdoLXRvLWVhdC1sYXN0LXdlZWs=
[2] https://www.weforum.org/agenda/2020/07/svalbard-seed-vault-arctic-climate-change
[2] https://lnkd.in/eXz5eWd
[2] https://lnkd.in/efHfnBd
[2] https://lnkd.in/eUktN7V
[2] https://www.foodbankccs.org/give-help/donate/nourish365.html
[2] https://www.cnn.com/2020/08/08/economy/china-food-economy-flooding-intl-hnk/index.html
[2] http://www.tradearabia.com/news/MISC_369659.html
[2] https://www.linkedin.com/slink?code=gPwHaUZ

Top URLs in Tweet in G3:
[1] https://www.news-medical.net/news/20200730/Global-economic-slowdown-due-to-COVID-19-impacts-food-security.aspx

Top URLs in Tweet in G4:
[4] https://twitter.com/startupafrimag/status/1290900358647230464
[2] https://ifarm360.com/
[2] https://irri.org/
[2] https://www.facebook.com/events/294763958253828/?utm_content=bufferbe667&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/WFP_Kenya/status/1292770667272777728
[1] https://www.ifarm360.com/
[1] https://mbalinwoko.com/
[1] https://www.foodformzansi.co.za/food-security-crisis-africa-should-be-the-answer/
[1] https://www.theguardian.com/environment/2020/aug/10/gene-manipulation-using-algae-could-grow-more-crops-with-less-water?CMP=Share_iOSApp_Other
[1] https://m.facebook.com/IsraelinKenya/posts/3231920620185154

Top URLs in Tweet in G5:
[3] https://doi.org/10
[1] https://api.whatsapp.com/send?phone=&text=&source=&data=
[1] https://twitter.com/followlasg/status/1292569192743538693
[1] https://twitter.com/CorpFarmersTV/status/1292812578029215744
[1] https://twitter.com/IrriHub/status/1291257827735080960
[1] https://www.mixlr.com/ogbole-samson
[1] https://twitter.com/FavFarmerNg/status/1290943234475270144

Top URLs in Tweet in G6:
[22] https://m.facebook.com/IsraelinKenya/posts/3231920620185154
[7] https://www.the-star.co.ke/business/kenya/2020-08-06-future-of-kenyas-economy-relies-on-agriculture/
[3] https://www.businessinsider.com/climate-change-lowers-nutritional-value-of-food-staples-2019-8
[2] https://www.mprnews.org/story/2020/07/30/all-or-nothing-parts-of-minnesota-in-flood-others-still-in-drought
[2] https://twitter.com/OdedJoseph/status/1291359897574166529
[2] https://www.facebook.com/IsraelinKenya/posts/3231920620185154
[2] https://twitter.com/agridigitale1/status/1292832089302282241
[1] https://www.youtube.com/watch?v=NHFCwKzVBKY&feature=youtu.be

[1] https://twitter.com/caroline_bcn3/status/1290184411518885889
[1] https://twitter.com/ClimateWed/status/1289907810206019584

Top URLs in Tweet in G7:
[2] https://twitter.com/fbcmich/status/1291837145490034689
[1] https://www.thelascopress.com/2020/08/lasco-auto-group-partners-with-ally-to-support-the-food-bank-of-eastern-michigan/
[1] https://www.gladwinmi.com/news_advisories/gbcfd-updates-and-future-dates/article_e1c9db2c-d68e-11ea-8193-97fe103b3203.html
[1] https://bit.ly/2DmsMIy
[1] https://www.gamblingnews.com/news/michigan-casinos-contribute-6-3b-annually-aga-reports/?fbclid=IwAR3tregdIHAwZ1-8wQRNcpp8LDN7Vc_9JChbv5GP1vNEPtWlgP2kALi4-B0
[1] https://www.miningjournal.net/news/front-page-news/2020/08/food-security-council-created-by-whitmer-to-release-recommendations-on-hunger-amid-pandemic/?fbclid=IwAR3MS8QOrmXyYebUcIkzqtzlnflw5tFBTGzvyBz1J3ZwspMSIbZx2ZBsDWQ
[1] https://www.uppermichiganssource.com/2020/08/06/mobile-food-pantries-coming-to-copper-country-this-month/?fbclid=IwAR3egFV8TYynL1QFfx9JATKpcRR2nhnKKZu3dReTShmGPdUQmcGbJYSyn4Y
[1] https://soundcloud.com/foodfirstmi/august-2-2020-monologue
[1] https://www.foodfirstmi.org/portfolio-items/farming-for-better-health/
[1] https://www.onenewspage.com/video/20200804/13249898/Mobile-food-pantry-in-River-Rouge-is-making.htm?fbclid=IwAR1p2re4suWjnK4Ikk7ka00FkZIhThVIDLPeDRrs5VqjeDz702Lhsc6cUZs

Top URLs in Tweet in G8:
[10] https://www.bizcommunity.com/Article/196/348/207070.html
[6] https://www.youtube.com/watch?v=LtamYchyMAA

[4] https://www.bizcommunity.com/Article/196/643/206954.html
[4] https://www.fairobserver.com/region/africa/betsy-hendesron-africa-food-insecurity-hunger-agriculture-farming-fintech-solutions-news-14261/
[2] https://www.youtube.com/watch?v=XuFccb5aahs&feature=youtu.be

[1] https://hungrycities.net/hcp-publishes-research-brief-no-5-on-covid-19-and-food-security/?fbclid=IwAR1joZYuev-98fCAqdBPuJ5T-SyMRYIH2Rt6MajR4KuKXQ4436oaNJfLnGU
[1] https://theconversation.com/support-for-women-informal-workers-is-urgent-as-pandemic-unfolds-in-south-africa-144136
[1] https://theconversation.com/south-africa-needs-better-food-price-controls-to-shield-poor-people-from-covid-19-fallout-143288?utm_content=buffer709b1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.youtube.com/watch?v=98wpwhWQYow&feature=youtu.be

[1] https://buff.ly/3jCh7Gk

Top URLs in Tweet in G9:
[6] https://www.euronews.com/living/2020/08/07/5-of-europe-s-most-promising-sustainable-food-startups?utm_source=news.google.com&utm_campaign=feeds_wellness&utm_medium=referral
[3] https://lnkd.in/gtyWqsd
[3] https://www.hakaimagazine.com/features/sharing-food-building-resilience/?omhide=true&utm_source=Hakai+Magazine+Weekly&utm_campaign=a2be6893e7-EMAIL_CAMPAIGN_2017_09_06_COPY_02&utm_medium=email&utm_term=0_0fc1967411-a2be6893e7-121613109
[3] https://www.treehugger.com/community-fridges-are-a-grassroots-response-to-food-insecurity-5073770
[2] https://news.sky.com/story/coronavirus-brexit-and-climate-change-threaten-food-security-for-millions-in-the-uk-12038848?s=09
[1] https://torontolife.com/food/take-what-you-need-leave-what-you-dont-how-two-friends-are-helping-to-combat-hunger-in-toronto-one-community-fridge-at-a-time/
[1] https://www.cbc.ca/news/canada/north/green-party-federal-leadership-debate-1.5665329
[1] https://www.theguardian.com/environment/2020/jul/29/bees-food-crops-shortage-study
[1] https://www.cbc.ca/news/canada/british-columbia/victoria-modular-housing-indigenous-women-1.5674531
[1] https://www.nytimes.com/2020/07/23/nyregion/governors-island-nyc-urban-farm.html?referringSource=articleShare

Top URLs in Tweet in G10:
[7] https://permatilglobal.org/
[4] https://forestsnews.cifor.org/66462/forests-can-help-reshape-dysfunctional-global-food-system-scientists-say?fnl=en
[3] https://www.youtube.com/watch?v=RaAqEiMYBkw&feature=youtu.be

[2] https://www.facebook.com/photo?fbid=2795902187403209&set=pcb.2795909947402433
[2] https://twitter.com/breederphil/status/1291449872680353792
[2] https://www.sciencedaily.com/
[2] https://www.youtube.com/watch?v=uZk8j1Lhi6I

[1] https://worldseed.org/wp-content/uploads/2018/06/Illegal-Seed-Practices.pdf
[1] https://mbio.asm.org/content/11/3/e00449-20
[1] https://www.eea.europa.eu/themes/climate-change-adaptation

Top Domains
Top Domains in Tweet in Entire Graph:
[345] twitter.com
[91] cgiar.org
[89] youtube.com
[53] foodbankscanada.ca
[48] bit.ly
[44] facebook.com
[43] weforum.org
[38] linkedin.com
[36] ifpri.org
[33] theelephant.info

Top Domains in Tweet in G1:
[88] cgiar.org
[32] ifpri.org
[22] twitter.com
[13] youtube.com
[13] fao.org
[12] bit.ly
[10] sciencemag.org
[9] handle.net
[7] cabi.org
[7] cifor.org

Top Domains in Tweet in G2:
[85] twitter.com
[18] linkedin.com
[12] nuzzel.com
[10] instagram.com
[9] youtube.com
[8] lnkd.in
[6] cnn.com
[5] theguardian.com
[4] bit.ly
[4] co.uk

Top Domains in Tweet in G3:
[1] news-medical.net

Top Domains in Tweet in G4:
[6] twitter.com
[3] ifarm360.com
[3] facebook.com
[2] irri.org
[1] mbalinwoko.com
[1] co.za
[1] theguardian.com
[1] comesabusinesscouncil.org

Top Domains in Tweet in G5:
[4] twitter.com
[3] doi.org
[1] whatsapp.com
[1] mixlr.com

Top Domains in Tweet in G6:
[26] facebook.com
[17] twitter.com
[7] co.ke
[3] businessinsider.com
[2] youtube.com
[2] mprnews.org
[1] yaleclimateconnections.org
[1] agweb.com
[1] theguardian.com
[1] ahlanwasahlan.org

Top Domains in Tweet in G7:
[6] twitter.com
[1] thelascopress.com
[1] gladwinmi.com
[1] bit.ly
[1] gamblingnews.com
[1] miningjournal.net
[1] uppermichiganssource.com
[1] soundcloud.com
[1] foodfirstmi.org
[1] onenewspage.com

Top Domains in Tweet in G8:
[14] bizcommunity.com
[13] youtube.com
[7] twitter.com
[6] theconversation.com
[4] fooddialogues.info
[4] fairobserver.com
[3] ac.za
[2] buff.ly
[2] co.za
[2] bit.ly

Top Domains in Tweet in G9:
[6] euronews.com
[4] hakaimagazine.com
[3] lnkd.in
[3] treehugger.com
[2] cbc.ca
[2] twitter.com
[2] sky.com
[1] torontolife.com
[1] theguardian.com
[1] nytimes.com

Top Domains in Tweet in G10:
[13] twitter.com
[8] youtube.com
[7] permatilglobal.org
[4] cifor.org
[3] europa.eu
[3] facebook.com
[3] sciencedaily.com
[2] sciencedirect.com
[2] linkedin.com
[2] org.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3804] foodsecurity
[627] covid19
[386] agriculture
[228] food
[200] zerohunger
[189] climatechange
[185] nutrition
[161] africa
[160] indigenouspeoplesday
[153] agrinow2020



Top Hashtags in Tweet in G1:
[639] foodsecurity
[202] covid19
[132] zerohunger
[111] nutrition
[106] indigenouspeoplesday
[102] indigenous
[88] agriculture
[74] eastafrica
[66] africa
[63] foodsystems

Top Hashtags in Tweet in G2:
[469] foodsecurity
[53] agriculture
[38] food
[35] covid19
[30] farming
[29] climatechange
[19] sustainability
[18] farmers
[17] sustainableagriculture
[14] foodwaste

Top Hashtags in Tweet in G3:
[2] foodsecurity
[1] africa
[1] yara
[1] kenya
[1] covid19
[1] kcjf

Top Hashtags in Tweet in G4:
[233] foodsecurity
[117] wcw
[30] greenhouse
[10] sustainability
[10] didyouknow
[8] agribusiness
[7] pfumvudza
[7] farmer
[5] agriculture
[5] tuesdaymotivation

Top Hashtags in Tweet in G5:
[53] foodsecurity
[19] zerohunger
[14] farmersamson
[7] youths
[7] agripreneurs
[7] agriculture
[5] babaekofarms
[4] covid19
[4] kakuzi
[3] africa

Top Hashtags in Tweet in G6:
[150] agrinow2020
[124] foodsecurity
[58] kenya
[31] yara
[19] agriculture
[19] africa
[16] africanyouth
[16] production
[16] policy
[10] big4agenda

Top Hashtags in Tweet in G7:
[30] foodsecurity
[15] morefoodmoreoften2morepeople
[10] foodfirstmi
[7] leadership
[4] covid19
[4] michigan
[2] foodfirst
[2] opportunity
[1] sdoh
[1] team

Top Hashtags in Tweet in G8:
[47] foodsecurity
[25] covid19
[7] fooddialogues2020
[6] nrfumthombo
[5] foodaid
[5] agriculture
[5] food
[5] farmmurders
[5] hungerrelief
[5] covid19sa

Top Hashtags in Tweet in G9:
[65] foodsecurity
[20] climate
[13] sustainability
[12] solar
[10] peoplesbailout
[10] regenerativeagriculture
[9] sustainable
[9] aquaculture
[8] climatechange
[8] ethoslifestyle

Top Hashtags in Tweet in G10:
[94] foodsecurity
[34] permaculture
[25] agriculture
[18] food
[16] ecological
[15] plantbreeding
[15] development
[13] soilhealth
[13] capacitybuilding
[13] training

Top Words
Top Words in Tweet in Entire Graph:
[3757] #foodsecurity
[2247] food
[618] more
[591] #covid19
[447] security
[407] farmers
[407] last
[405] hunger
[399] people
[398] million

Top Words in Tweet in G1:
[603] #foodsecurity
[427] food
[335] fao
[213] million
[208] cgiar
[176] #covid19
[172] more
[151] people
[149] key
[132] #zerohunger

Top Words in Tweet in G2:
[469] #foodsecurity
[174] food
[53] #agriculture
[41] more
[38] #food
[35] #covid19
[30] #farming
[29] #climatechange
[28] security
[26] people

Top Words in Tweet in G3:
[301] food
[289] borders
[289] closed
[289] without
[289] imports
[289] last
[289] months
[289] haven't
[289] heard
[289] stories

Top Words in Tweet in G4:
[233] #foodsecurity
[118] harvesting
[117] woman's
[117] month
[117] #wcw
[116] gugulethu_cm
[63] desbomohono
[53] municipality
[49] ðÿœ
[47] food

Top Words in Tweet in G5:
[185] samsonprolific
[128] tomatoes
[89] 000
[89] food
[86] greenhouse
[59] gt
[52] #foodsecurity
[50] more
[50] increase
[47] go

Top Words in Tweet in G6:
[150] #agrinow2020
[119] #foodsecurity
[79] israelinkenya
[70] join
[57] live
[57] #kenya
[56] israelinkenya's
[55] irrigation_auth
[53] farmers
[53] event

Top Words in Tweet in G7:
[101] sheril_
[101] know
[101] wic
[101] program
[101] women
[101] infants
[100] sec
[100] treasury
[100] didn
[100] natwic

Top Words in Tweet in G8:
[46] #foodsecurity
[43] food
[39] foodsecurity_za
[33] south
[33] africa
[29] programme
[22] #covid19
[17] crisis
[16] sa
[16] yara

Top Words in Tweet in G9:
[65] #foodsecurity
[40] food
[36] jimbair62221006
[35] more
[32] nations
[24] hit
[24] million
[23] two
[22] worst
[22] decades

Top Words in Tweet in G10:
[94] #foodsecurity
[34] #permaculture
[28] food
[26] ðÿœ
[25] #agriculture
[24] checkout
[20] simple
[18] ewestaway
[18] effective
[16] #food

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[343] food,security
[308] food,imports
[307] without,food
[305] borders,closed
[305] closed,without
[305] imports,last
[305] last,months
[305] months,haven't
[305] haven't,heard
[305] heard,stories

Top Word Pairs in Tweet in G1:
[113] million,people
[101] empowering,#indigenous
[101] #indigenous,women
[101] women,key
[101] key,achieving
[101] achieving,#zerohunger
[101] #zerohunger,#indigenouspeoplesday
[101] #indigenouspeoplesday,fao
[101] fao,shows
[101] shows,knowledge

Top Word Pairs in Tweet in G2:
[23] food,security
[15] #climatechange,#foodsecurity
[14] #agriculture,#foodsecurity
[12] #food,#foodsecurity
[12] daily,news
[12] news,compilation
[12] compilation,#climatechange
[12] #foodsecurity,#globaldev
[12] #globaldev,featuring
[12] featuring,story

Top Word Pairs in Tweet in G3:
[289] borders,closed
[289] closed,without
[289] without,food
[289] food,imports
[289] imports,last
[289] last,months
[289] months,haven't
[289] haven't,heard
[289] heard,stories
[289] stories,hunger

Top Word Pairs in Tweet in G4:
[117] harvesting,woman's
[117] woman's,month
[117] month,#wcw
[117] #wcw,#foodsecurity
[116] gugulethu_cm,harvesting
[37] local,municipality
[35] kagisano,molopo
[30] desbomohono,today
[30] installing,weed
[30] weed,stop

Top Word Pairs in Tweet in G5:
[44] 10,000
[43] update,tomatoes
[43] tomatoes,hydroponics
[43] hydroponics,each
[43] each,greenhouse
[43] greenhouse,10
[43] 000,sqm
[43] sqm,hectare
[43] hectare,25
[43] 25,000

Top Word Pairs in Tweet in G6:
[51] join,live
[36] agricultural,event
[30] part,covid
[30] covid,recovery
[30] recovery,strategy
[30] strategy,#yara
[30] #yara,ea
[30] ea,supporting
[30] supporting,small
[30] small,holder

Top Word Pairs in Tweet in G7:
[101] women,infants
[100] sec,treasury
[100] treasury,didn
[100] didn,know
[100] know,natwic
[100] natwic,wic
[100] wic,supplemental
[100] supplemental,nutrition
[100] nutrition,program
[100] program,high

Top Word Pairs in Tweet in G8:
[18] south,africa
[14] programme,manager
[12] south,africa's
[11] deliver,#covid19
[11] #covid19,response
[11] response,programme
[11] africa's,deepening
[11] deepening,hunger
[10] opportunity,foodsecurity_za
[10] foodsecurity_za,looking

Top Word Pairs in Tweet in G9:
[21] natural,disasters
[21] disasters,hit
[21] farmlands,worst
[21] worst,last
[21] last,year
[21] year,two
[21] two,decades
[21] decades,more
[21] more,14
[21] 14,million

Top Word Pairs in Tweet in G10:
[18] simple,effective
[16] checkout,tropical
[16] tropical,#permaculture
[16] #permaculture,guidebook
[16] effective,#ecological
[15] #development,#agriculture
[14] guidebook,simple
[13] ðÿž,ðÿœ
[13] ðÿœ,ðÿœ
[13] restore,#soilhealth

Top Replied-To
Top Replied-To in Entire Graph:
@corpfarmerstv
@yara
@leap4fnssa
@vaughnpalmer
@wef
@foodsecurity_ie
@foodfirstnl
@jo_swinnen
@joebiden
@senategop

Top Replied-To in G1:
@jo_swinnen
@usda
@leap4fnssa
@wfp
@glo_pan
@harvestplus
@agraalliance
@ifpri
@fao

Top Replied-To in G2:
@istaseedtesting

Top Replied-To in G4:
@chembelajustice
@icpac_igad
@leap4fnssa
@usembassyharare
@mbalinwoko
@tmosito7
@mphomoteka

Top Replied-To in G5:
@corpfarmerstv

Top Replied-To in G6:
@immaculatemaina
@wedifarms
@samopere
@irrigation_auth
@croplifekenya

Top Replied-To in G7:
@sheril_
@ronaldowens_iii
@angelamihouse

Top Replied-To in G8:
@yara
@abrahamapplegr2
@nyakshine
@nrf_news
@osendpnutrition
@yara_france
@juho_koli
@biz4food

Top Replied-To in G9:
@cenixap

Top Replied-To in G10:
@scienceally
@chrischinyoka_
@crmisrole
@mviwata
@bableindia
@kidsforlifeken1
@leap4fnssa
@edsust
@globalgoalsun
@fordnation

Top Mentioned
Top Mentioned in Entire Graph:
@fao
@bmarshallcgtn
@samsonprolific
@cgiar
@ifpri
@gugulethu_cm
@israelinkenya
@ipbes
@natwic
@sheril_

Top Mentioned in G1:
@fao
@cgiar
@ifpri
@ipbes
@icpac_igad
@foodsystems
@faokenya
@worldfishcenter
@fish_cgiar
@cipotato

Top Mentioned in G2:
@seechangemag
@cordis_eu
@issuevoter

Top Mentioned in G3:
@bmarshallcgtn
@catalytic_jobs
@rodgers_kirwa
@fao

Top Mentioned in G4:
@gugulethu_cm
@desbomohono
@mbalinwoko
@farmsol_ya
@ifarm360
@apriculture
@basera_john
@lingabz1
@nwpg_dard
@nwpgov

Top Mentioned in G5:
@samsonprolific
@corpfarmerstv
@jidesanwoolu
@egwakhidemaria
@iitagoseedltd
@mastercardfdn
@bmarshallcgtn
@cellulant
@fao

Top Mentioned in G6:
@israelinkenya
@irrigation_auth
@odedjoseph
@eyaldavid_mfa
@rodgers_kirwa
@lizgulaz
@diangaronald
@climatewed
@amandanamayi

Top Mentioned in G7:
@natwic
@sheril_
@drphil14
@fbcmich
@govwhitmer
@wjrradio
@gleaners
@feedingwestmich
@forgottnharvest
@foodgatherers

Top Mentioned in G8:
@foodsecurity_za
@foodloversmkt
@urbanafricaacc
@foodforwardsa
@tc_africa
@biz_retail
@food_dialogues
@agrisa1904
@movingonempty
@nrf_news

Top Mentioned in G9:
@jimbair62221006
@dawnroseturner
@jjopperman
@mubiruhumble
@theleap_org
@regeneration_in
@euronews
@xrvancouverbc
@googl
@ethoslifestyle

Top Mentioned in G10:
@ewestaway
@ftfa
@czemborjerzyh
@globallf
@hazamihabib
@leap4fnssa
@kmonjero
@fegneglobe
@fao
@michaelneligwa

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@robre62
@chidambara09
@rjber15
@cybersec_feeds
@_redfrog
@evankirstel
@salvadorpano
@bkindngood
@honeymoongondol

Top Tweeters in G1:
@chidambara09
@markplackett1
@lorettabower3
@tzdiscovery
@harsiwarju
@dudeneyn
@olumideidowu
@stfuimtweetn0_o
@websecurityit
@quick13

Top Tweeters in G2:
@dedisuparman87
@trevorw1953
@fallysombonkhwa
@menzikulati
@dt_next
@iserve2050
@pjkingfisher
@physorg_biology
@brvhrt09
@kdelano001

Top Tweeters in G3:
@habbradley
@mpendaraha18
@tujadili
@medlezy
@nathanngumi
@vitalis_omboyi
@i_am_ednas
@konemoheavy
@odukunle
@ayiko_justus

Top Tweeters in G4:
@geecheegrown
@delaan_k
@farm_machinery_
@rwaccommodation
@red_kutame
@sbudamusic
@therealmoseneke
@jewel_thomas_pb
@thutozadc1
@mrcow_man

Top Tweeters in G5:
@femtech_
@simplemacsmith
@alaanuloluwa_
@kingehizojie
@bibzycarter
@sammyibolo
@lanresoft
@so_soyecious
@maskuraid
@obamalik

Top Tweeters in G6:
@cybersec_feeds
@kcbgroup
@macotani
@chukwudubemigb1
@thestarkenya
@korieunfpa
@coopbankenya
@amizere
@fredwhitecap
@tolbert_ke

Top Tweeters in G7:
@evcoc54
@corlesshanson
@turnkansasblue
@sailorpsy
@kharly
@laxietoo
@krollteri
@melodyisdestiny
@flyme2themoon15
@kristenwarner

Top Tweeters in G8:
@enca
@iol
@danwibg
@capetalk
@evidencerobot
@sbjames2327
@netwerk24
@myfairobserver
@peoples_weather
@ishaygovender

Top Tweeters in G9:
@allan_crawshaw
@dawnroseturner
@cindyceemerson
@forbes
@wavetop
@saleemulhuq
@sparkyofalberta
@euronews
@kbleecaster
@earthaccounting

Top Tweeters in G10:
@nilimajumder
@ewestaway
@cecalli_helper
@kaskadia
@netrakl
@marinavanzyl
@crmisrole
@td_canada
@meldawson6
@alexander_minh


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