FoodSecurity, Twitter, 3/17/2022 6:15:42 AM, 273076


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FoodSecurity_2022-03-16_22-50-40.xlsx
FoodSecurity_2022-03-16_22-50-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2022
Short Description:
FoodSecurity via NodeXL https://bit.ly/3JnqNB0
@fao
@mfa_ukraine
@ourwestgate
@britishsave
@proftimlang
@pushkarpavlo
@alex_verbeek
@rosiep4
@nickykylegarden
@anselmonadir

Top hashtags:
#foodsecurity
#ukraine
#food
#agriculture
#climatecrisis
#climatechange

Description:
Description
The graph represents a network of 6,683 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, 17 March 2022 at 06:00 UTC.

The requested start date was Thursday, 17 March 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 8-day, 22-hour, 15-minute period from Monday, 07 March 2022 at 09:50 UTC to Wednesday, 16 March 2022 at 08:05 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 : 6683
Unique Edges : 4133
Edges With Duplicates : 12049
Total Edges : 16182
Number of Edge Types : 5
Mentions : 2203
Retweet : 5240
MentionsInRetweet : 7104
Tweet : 1399
Replies to : 236
Self-Loops : 1485
Reciprocated Vertex Pair Ratio : 0.0304244397145361
Reciprocated Edge Ratio : 0.0590522478736331
Connected Components : 944
Single-Vertex Connected Components : 442
Maximum Vertices in a Connected Component : 4014
Maximum Edges in a Connected Component : 11467
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.820589
Graph Density : 0.000184298543396574
Modularity : 0.493853
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,683 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, 17 March 2022 at 06:00 UTC.

The requested start date was Thursday, 17 March 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 8-day, 22-hour, 15-minute period from Monday, 07 March 2022 at 09:50 UTC to Wednesday, 16 March 2022 at 08:05 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:
[131] https://www.weforum.org/agenda/2022/03/china-seawater-rice-food-security
[84] https://deframedia.blog.gov.uk/2022/03/11/environment-secretary-attends-g7-agriculture-ministerial-on-ukraine-and-food-security/
[82] https://www.bloomberg.com/tosv2.html?vid=&uuid=baf13cab-a36d-11ec-8552-654e70586876&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMy0xMS9yZWNvcmQtZm9vZC1wcmljZXMtY291bGQtbGVhcC0yMi1tb3JlLW9uLXVrcmFpbmUtd2FyLXVuLXdhcm5z
[50] https://www.communityplanningalliance.org/food-security-strategy.html
[45] https://www.foodnavigator.com/Article/2022/03/07/Ukraine-war-detonates-EU-food-security-debate-but-will-sustainability-be-collateral-damage
[26] https://preciseag.ai/
[17] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1003935/hort-report-20jul21.pdf
[14] https://or-f.org/100781
[12] https://www.croakey.org/
[11] https://britishdems.co.uk/2022/03/04/the-uk-should-be-self-sufficient-part-one/

Top URLs in Tweet in G2:
[80] https://deframedia.blog.gov.uk/2022/03/11/environment-secretary-attends-g7-agriculture-ministerial-on-ukraine-and-food-security/
[50] https://www.communityplanningalliance.org/food-security-strategy.html
[41] https://www.foodnavigator.com/Article/2022/03/07/Ukraine-war-detonates-EU-food-security-debate-but-will-sustainability-be-collateral-damage
[17] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1003935/hort-report-20jul21.pdf
[9] https://yorkshirebylines.co.uk/news/environment/food-prices-will-get-worse-but-we-can-do-things-better/
[4] https://docs.google.com/forms/d/e/1FAIpQLSckNV3fN6HYc4jjyVs5UB1WtlNKxfNYjebGAt03FuIpfXE6vw/viewform
[2] https://www.fwi.co.uk/news/environment/large-scale-solar-farms-a-threat-to-food-security-mps-warn
[2] https://twitter.com/Jackscottkent/status/1500956319100157954
[2] https://docs.google.com/forms/d/e/1FAIpQLSckNV3fN6HYc4jjyVs5UB1WtlNKxfNYjebGAt03FuIpfXE6vw/viewform?fbclid=IwAR2_IbKPVicc5l8HyoLqyehGT5ftH6_0aR3WGRhLBqnuXaIN6mVhHeGNtNs
[2] https://twitter.com/suesustainable/status/1500735073338941448

Top URLs in Tweet in G3:
[11] https://www.thedailystar.net/news/bangladesh/development/news/collaboration-among-asia-pacific-countries-needed-ensure-food-security-pm-2979786
[9] https://www.linkedin.com/slink?code=eD2buZk
[6] https://albd.org/articles/news/38699/
[5] https://www.da.gov.ph/sustainable-technologies-innovations-key-to-improving-agri-food-systems-in-asia-pacific/?fbclid=IwAR1rwNGrvt4ihODLRBqVxMovn2ueLa0gKz55IrngLtKUPsfjBfSkLbGi43Q
[3] https://sway.office.com/JALbwHzYzzcrsvOp?ref=Link
[3] https://www.rfi.fr/en/international/20220313-india-s-food-security-and-economy-to-be-impacted-by-climate-change-ipcc-report?ref=tw
[2] https://twitter.com/jwojc/status/1501814112875167745
[2] https://www.fao.org/newsroom/detail/ukraine-fao-scales-up-to-support-rural-families-safeguard-food-security/en?utm_source=linkedin&utm_medium=social+media&utm_campaign=fao4members
[2] https://link.springer.com/10.1007/s12571-021-01184-6
[2] https://www.kowr.gov.pl/uploads/pliki/wydawnictwa/2019/hodowla_roslin_uprawnych_30082019.pdf

Top URLs in Tweet in G4:
[10] https://furtherafrica.com/2022/03/11/rwandan-agri-export-featured-at-qatars-agri-exhibition/
[5] https://twitter.com/AllThingsBugs/status/1500858516130701317
[3] https://www.bbc.co.uk/news/business-60653856
[3] https://jp.reuters.com/article/ukraine-crisis-germany-foodsecurity-idJPKBN2L50CE
[2] https://www.ft.com/content/457ba29e-f29b-4677-b69e-a6e5b973cad6
[2] https://www.bbc.com/news/business-60623941
[2] https://jp.reuters.com/article/ukraine-crisis-germany-foodsecurity-idJPL3N2VB12R
[2] https://www.farminguk.com/news/calls-for-summit-as-ukraine-war-triggers-uk-food-worries_59992.html?fbclid=IwAR2eNd4ocVQCLOEmr9QtqJ40GG6oi7JI0FkAn2BCXGlAAEXP5F9xNdDMl_k
[2] https://news.sky.com/story/ukraine-war-are-we-on-the-brink-of-a-global-food-security-crisis-12560751
[2] https://twitter.com/wef/status/1502709776022654977

Top URLs in Tweet in G5:
[6] https://doi.org/10.2499/9780896294226
[5] https://www.ifpri.org/interactive/covid2022
[4] https://www.ifpri.org/event/examination-trends-global-agricultural-commodity-markets
[4] https://www.fao.org/3/ca9731en/ca9731en.pdf?utm_source=twitter
[4] https://www.crawfordfund.org/news/crawford-fund-2022-food-security-journalism-award/
[3] https://www.fao.org/director-general/news/news-article/en/c/1476480/
[3] https://www.foodnavigator.com/Article/2022/03/07/Ukraine-war-detonates-EU-food-security-debate-but-will-sustainability-be-collateral-damage
[2] https://www.cimmyt.org/events/global-commodity-prices-and-food-security-navigating-new-challenges-and-learning-from-the-past/
[2] https://www.ifpri.org/blog/how-will-russias-invasion-ukraine-affect-global-food-security
[2] https://twitter.com/i/spaces/1zqJVBWBrPZJB

Top URLs in Tweet in G6:
[128] https://www.weforum.org/agenda/2022/03/china-seawater-rice-food-security
[3] https://www.weforum.org/agenda/2021/11/food-waste-food-security?utm_source=twitter&utm_medium=social_scheduler&utm_term=Future+of+Food&utm_content=24/11/2021+18:15
[1] https://www.khaleejtimes.com/kt-engage/vicious-to-virtuous-a-transformative-approach-to-food-and-water-security
[1] https://www.weforum.org/agenda/2022/03/china-seawater-rice-food-security/
[1] https://intelligence.weforum.org/topics/a1Gb00000015MIVEA2
[1] https://www.statista.com/chart/19133/countries-with-the-unhealthiest-packaged-food/

Top URLs in Tweet in G7:
[82] https://www.bloomberg.com/tosv2.html?vid=&uuid=baf13cab-a36d-11ec-8552-654e70586876&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMy0xMS9yZWNvcmQtZm9vZC1wcmljZXMtY291bGQtbGVhcC0yMi1tb3JlLW9uLXVrcmFpbmUtd2FyLXVuLXdhcm5z
[1] https://twitter.com/vtchakarova/status/1503701092345036804
[1] https://twitter.com/glcarlstrom/status/1500835520729042947
[1] https://twitter.com/C_Barraud/status/1501880622557577219

Top URLs in Tweet in G8:
[2] https://forms.zohopublic.com/reeldigitals/form/igreenWebinarRegistrationForm/formperma/4_wAHdKvGK0e6z1_hHH6HC8P7sape_K3htgp1QQp4V8?utm_medium=email
[1] https://viraltea.co.ke/farmers-urgent-message-to-kenyans-ahead-of-2022-elections/
[1] https://forms.gle/LsKgpLSjFLt66t4G9
[1] https://medium.com/@undptech/the-digital-feed-episode-9-urban-farming-for-food-secure-and-resilient-cities-f03c3dc8e1d5
[1] https://www.sdi.co.uk/news-features/news-and-feature-articles/igs-scottish-vertical-farming-innovator-goes-global?utm_source=scotdevint&utm_medium=social&utm_term=twitter&utm_content=7b5266b3-a039-416b-804d-299197c85109&utm_campaign=expo2020

Top URLs in Tweet in G9:
[2] https://twitter.com/Scatzimbabwe/status/1503746100691361798
[1] https://theplanet.substack.com/p/the-war-in-ukraine-threatens-global?s=w
[1] https://www.callin.com/link/qYIwhzTuJl
[1] https://theplanet.substack.com/p/the-war-in-ukraine-threatens-global?r=182wo3&s=r&utm_campaign=post&utm_medium=email
[1] https://twitter.com/alex_verbeek/status/1503113926250274816
[1] https://twitter.com/alex_verbeek/status/1503476469615448072
[1] https://medium.com/@Alex_Verbeek/ukraine-war-may-lead-to-global-food-crisis-bbb286727640

Top URLs in Tweet in G10:
[1] https://www.economist.com/finance-and-economics/2022/03/12/war-in-ukraine-will-cripple-global-food-markets
[1] https://www.fwi.co.uk/news/fw-opinion-ukraine-tragedy-will-renew-focus-on-food-security
[1] http://openyoureyespeoplebreakingnews.com/2022/03/06/russias-war-threatens-worlds-food-supply/
[1] https://www.rte.ie/news/ireland/2022/0309/1285292-agriculture/
[1] https://cyprus-mail.com/2022/03/10/food-crisis-grows-as-spiralling-prices-spark-export-bans/
[1] https://www.ft.com/content/457ba29e-f29b-4677-b69e-a6e5b973cad6
[1] https://ec.europa.eu/info/food-farming-fisheries/key-policies/common-agricultural-policy/cap-glance_en
[1] https://twitter.com/howemill/status/1501610969792929801
[1] https://twitter.com/BBCNewsnight/status/922947316352471042

Top Domains
Top Domains in Tweet in Entire Graph:
[497] twitter.com
[141] weforum.org
[101] gov.uk
[87] bloomberg.com
[58] co.uk
[50] communityplanningalliance.org
[45] foodnavigator.com
[45] linkedin.com
[37] youtube.com
[30] reuters.com

Top Domains in Tweet in G2:
[97] gov.uk
[60] twitter.com
[50] communityplanningalliance.org
[41] foodnavigator.com
[22] co.uk
[6] google.com
[2] fginsight.com
[1] fao.org
[1] org.uk
[1] theguardian.com

Top Domains in Tweet in G3:
[43] twitter.com
[13] thedailystar.net
[11] linkedin.com
[7] fao.org
[7] albd.org
[6] mailchi.mp
[6] gov.ph
[6] csis.org
[5] euractiv.com
[3] youtube.com

Top Domains in Tweet in G4:
[121] twitter.com
[11] co.uk
[10] furtherafrica.com
[9] youtube.com
[7] reuters.com
[7] linkedin.com
[5] theguardian.com
[3] cbc.ca
[3] bbc.com
[3] washingtonpost.com

Top Domains in Tweet in G5:
[21] twitter.com
[13] fao.org
[13] ifpri.org
[6] doi.org
[5] cipotato.org
[4] cgiar.org
[4] crawfordfund.org
[3] cimmyt.org
[3] foodnavigator.com
[3] isaaa.org

Top Domains in Tweet in G6:
[133] weforum.org
[1] khaleejtimes.com
[1] statista.com

Top Domains in Tweet in G7:
[82] bloomberg.com
[3] twitter.com

Top Domains in Tweet in G8:
[2] zohopublic.com
[1] co.ke
[1] forms.gle
[1] medium.com
[1] co.uk

Top Domains in Tweet in G9:
[4] twitter.com
[2] substack.com
[1] callin.com
[1] medium.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] economist.com
[1] co.uk
[1] openyoureyespeoplebreakingnews.com
[1] rte.ie
[1] cyprus-mail.com
[1] ft.com
[1] europa.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4178] foodsecurity
[1002] ukraine
[352] food
[266] agriculture
[174] climatecrisis
[165] climatechange
[162] ukrainewar
[150] wheat
[147] china
[140] foodcrisis



Top Hashtags in Tweet in G1:
[605] ukraine
[1] foodsecurity
[1] stoprussianaggression

Top Hashtags in Tweet in G2:
[572] foodsecurity
[29] solar
[26] farmers
[25] energysecurity
[24] farming
[22] climatechange
[19] climatecrisis
[16] cambridge
[11] ukraine
[8] publichealth

Top Hashtags in Tweet in G3:
[479] foodsecurity
[61] agriculture
[54] sheikhhasina
[48] ukraine
[37] climatechange
[33] plantbreeding
[30] wheat
[29] food
[23] eufarm2fork
[22] genebank

Top Hashtags in Tweet in G4:
[501] foodsecurity
[52] food
[50] agriculture
[45] ukraine
[25] inflation
[23] russia
[21] wheat
[18] sustainability
[17] climatechange
[17] africa

Top Hashtags in Tweet in G5:
[217] foodsecurity
[54] nutrition
[30] covid19
[28] foodprices
[23] agriculture
[22] ukraine
[19] wheat
[18] westafrica
[18] sahel
[17] pandemic

Top Hashtags in Tweet in G6:
[138] foodsecurity
[130] china
[128] boldactions4food
[3] sdg2
[3] sdg6
[3] foodwaste
[2] seawater
[1] watersecurity
[1] climate
[1] food

Top Hashtags in Tweet in G7:
[143] foodsecurity
[115] foodcrisis
[82] food
[2] ukraine
[1] spain
[1] egypt

Top Hashtags in Tweet in G8:
[66] foodsecurity
[20] foodsafety
[15] smallholderfarmer
[14] youths
[14] unemployed
[11] zerohunger
[11] globalwarming
[10] environmental
[10] expo2020
[7] ignitefoodsystems

Top Hashtags in Tweet in G9:
[78] foodsecurity
[71] ukraine
[68] food
[66] ukrainerussiawar
[66] news
[6] science
[6] climateaction
[6] sustainabledevelopment
[5] hunger
[2] foodcrisis

Top Hashtags in Tweet in G10:
[95] ukrainewar
[39] foodsecurity
[8] brexit
[2] ukrainerussianwar
[1] russia
[1] ukraine
[1] brexitreality
[1] ukrainerussiawar
[1] climatecrisis
[1] foodprices

Top Words
Top Words in Tweet in Entire Graph:
[4179] #foodsecurity
[1993] food
[1008] #ukraine
[774] ukraine
[750] agricultural
[733] continue
[671] russian
[662] global
[625] destroying
[623] hitting

Top Words in Tweet in G1:
[605] #ukraine
[604] russian
[604] invaders
[604] continue
[604] hitting
[604] civilian
[604] targets
[604] deliberately
[604] destroying
[604] agricultural

Top Words in Tweet in G2:
[572] #foodsecurity
[318] food
[307] ourwestgate
[224] uk
[209] land
[203] farmland
[187] ukraine
[143] proftimlang
[139] rosiep4
[132] strategy

Top Words in Tweet in G3:
[479] #foodsecurity
[162] food
[159] fao
[87] ukraine
[71] war
[62] #agriculture
[61] livelihoods
[60] today
[59] global
[59] region

Top Words in Tweet in G4:
[501] #foodsecurity
[172] food
[52] #food
[51] #ukraine
[50] #agriculture
[48] more
[44] security
[40] global
[40] ukraine
[36] wheat

Top Words in Tweet in G5:
[217] #foodsecurity
[96] global
[54] ifpri
[54] #nutrition
[49] ukraine
[44] invasion
[44] food
[44] un_cfs
[39] cgiar
[36] jennclapp

Top Words in Tweet in G6:
[138] #foodsecurity
[136] food
[133] wef
[132] billion
[130] security
[130] plans
[130] feed
[130] people
[130] #china
[128] china

Top Words in Tweet in G7:
[216] gt
[143] #foodsecurity
[138] chigrl
[115] #foodcrisis
[115] more
[82] record
[82] #food
[82] prices
[82] leap
[82] 22

Top Words in Tweet in G8:
[66] #foodsecurity
[23] register
[22] cropcareke
[20] #foodsafety
[19] food
[19] key
[17] farmers
[17] months
[17] farmeronfire1
[17] natural

Top Words in Tweet in G9:
[134] war
[134] food
[133] ukraine
[129] alex_verbeek
[128] security
[78] #foodsecurity
[71] #ukraine
[68] global
[68] #food
[66] #ukrainerussiawar

Top Words in Tweet in G10:
[121] britishsave
[95] #ukrainewar
[91] food
[80] farmers
[75] eu
[75] continue
[75] people
[74] supported
[74] produce
[74] impacts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[622] russian,invaders
[622] invaders,continue
[622] continue,hitting
[622] hitting,civilian
[622] civilian,targets
[622] targets,#ukraine
[622] #ukraine,deliberately
[622] deliberately,destroying
[622] destroying,agricultural
[622] agricultural,machinery

Top Word Pairs in Tweet in G1:
[604] russian,invaders
[604] invaders,continue
[604] continue,hitting
[604] hitting,civilian
[604] civilian,targets
[604] targets,#ukraine
[604] #ukraine,deliberately
[604] deliberately,destroying
[604] destroying,agricultural
[604] agricultural,machinery

Top Word Pairs in Tweet in G2:
[93] #foodsecurity,strategy
[86] emergency,#foodsecurity
[83] uk,#foodsecurity
[81] proftimlang,uk
[80] #foodsecurity,complacency
[80] complacency,continues
[80] continues,defra
[80] defra,statement
[80] statement,expects
[80] expects,impacts

Top Word Pairs in Tweet in G3:
[46] food,security
[46] asia,pacific
[42] war,ukraine
[41] #foodsecurity,asia
[41] ensure,#foodsecurity
[40] hpm,#sheikhhasina
[40] #sheikhhasina,proposes
[40] proposes,three
[40] three,measures
[40] measures,ensure

Top Word Pairs in Tweet in G4:
[41] food,security
[21] #agriculture,#foodsecurity
[16] #food,#foodsecurity
[15] global,food
[12] #foodsecurity,#inflation
[11] #africa,#agriculture
[10] #foodsecurity,#agriculture
[10] #ukraine,#foodsecurity
[10] #rwandan,#agriexport
[10] #agriexport,#featured

Top Word Pairs in Tweet in G5:
[49] #foodsecurity,#nutrition
[35] global,#foodsecurity
[34] invasion,ukraine
[25] un_cfs,hlpe
[25] russian,invasion
[25] ukraine,tragic
[25] tragic,many
[25] many,levels
[25] levels,spiking
[25] spiking,#foodprices

Top Word Pairs in Tweet in G6:
[130] food,security
[130] plans,feed
[130] feed,billion
[130] billion,people
[128] security,china
[128] china,plans
[128] people,#china
[128] #china,#foodsecurity
[128] #foodsecurity,#boldactions4food
[126] wef,food

Top Word Pairs in Tweet in G7:
[115] #foodcrisis,#foodsecurity
[113] chigrl,#foodcrisis
[108] #foodsecurity,gt
[108] gt,gt
[82] gt,record
[82] record,#food
[82] #food,prices
[82] prices,leap
[82] leap,22
[82] 22,more

Top Word Pairs in Tweet in G8:
[17] #foodsafety,#foodsecurity
[16] nothandonacham3,ate
[16] ate,put
[16] put,few
[16] few,ground
[16] ground,months
[16] months,later
[16] later,continue
[16] continue,harvesting
[15] lindagabriel263,nothandonacham3

Top Word Pairs in Tweet in G9:
[127] war,ukraine
[127] food,security
[124] alex_verbeek,war
[66] global,food
[66] #foodsecurity,#news
[65] ukraine,threatens
[65] threatens,global
[65] security,#ukraine
[65] #ukraine,#ukrainerussiawar
[65] #ukrainerussiawar,#food

Top Word Pairs in Tweet in G10:
[74] eu,farmers
[74] farmers,supported
[74] supported,continue
[74] continue,produce
[74] produce,food
[74] food,people
[74] people,#ukrainewar
[74] #ukrainewar,impacts
[74] impacts,global
[73] britishsave,eu

Top Replied-To
Top Replied-To in Entire Graph:
@fao
@rosiep4
@joewstanley
@ourwestgate
@bbcfarmingtoday
@appharvest
@sadhgurujv
@qubfoodprof
@proftimlang
@georgemonbiot

Top Replied-To in G2:
@rosiep4
@joewstanley
@georgemonbiot
@proftimlang
@qubfoodprof
@bbcfarmingtoday
@ourwestgate
@1stephenwhyte
@1garethwynjones
@colinbraziergbn

Top Replied-To in G3:
@fao
@jwojc
@janezpotocnik22
@arielbrunner
@evakatfis
@eaagrifood
@faoemergencies
@iamoleibniz
@raliyamalabo
@niallcurleybxl

Top Replied-To in G4:
@yolocountyca
@versya_it

Top Replied-To in G5:
@cipotato
@maximotorero

Top Replied-To in G6:
@wef

Top Replied-To in G8:
@lindagabriel263

Top Replied-To in G9:
@alex_verbeek

Top Replied-To in G10:
@crosbieliz

Top Mentioned
Top Mentioned in Entire Graph:
@mfa_ukraine
@ourwestgate
@proftimlang
@chigrl
@fao
@wef
@rosiep4
@alex_verbeek
@communityplann1
@britishsave

Top Mentioned in G1:
@mfa_ukraine

Top Mentioned in G2:
@ourwestgate
@proftimlang
@rosiep4
@communityplann1
@defra
@riversideros
@minette_batters
@faisalislam
@joewstanley
@nfutweets

Top Mentioned in G3:
@fao
@czemborjerzyh
@faonewyork
@faodg
@albd1971
@jwojc
@natashafoote
@arielbrunner
@euagri
@faoafrica

Top Mentioned in G4:
@mjhogasundram
@virgobistrocaf1
@cashdaddiespod
@conscienhealth
@umbrellanisst
@gccbusinessnews
@sherbazalikhan
@ooaudreyo
@sigvoice
@suebytheocean

Top Mentioned in G5:
@ifpri
@cgiar
@un_cfs
@jennclapp
@hlpe_cfs
@faonigeria
@fmardng
@iam_sangeetaa
@joeglauber1
@cimmyt

Top Mentioned in G6:
@wef
@ceoawareness
@watertrends
@uchop4sdgs
@saophalniseiy
@jwojc
@mariammalmheiri

Top Mentioned in G7:
@chigrl

Top Mentioned in G8:
@cropcareke
@farmeronfire1
@nothandonacham3
@lindagabriel263
@africangrowers
@samsonprolific
@farmingadv
@scotdevint
@akezagermaine
@impacthubkigali

Top Mentioned in G9:
@alex_verbeek
@desirenem
@medium
@sattvapublish
@mfa_ukraine
@planetary_sec
@substack
@1stephenwhyte

Top Mentioned in G10:
@britishsave
@natalieben
@shankerasingham
@lizwebsterld
@ourwestgate
@mfa_ukraine
@jennclapp

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@cybersec_feeds
@chidambara09
@gambiste1
@scarfizal
@robre62
@insdatainter
@_redfrog
@madfall1213
@pckj3627

Top Tweeters in G1:
@_redfrog
@madfall1213
@wadakashiho
@thestephenralph
@stefan_laurell
@smilypapiking
@lalauraru777
@janrobinjackson
@watchdogsniffer
@thepowerofmeow

Top Tweeters in G2:
@cybersec_feeds
@anselmonadir
@telegraph
@theroigner
@rf_jenkins
@tartanroots
@samljpage
@hullfair
@nationaltrust
@2_wheeled_wolf

Top Tweeters in G3:
@jfsebastian146
@iflck
@raygibbs1
@enkhtugsdorj
@eco1start
@bbcworld
@starcolombo
@danny51353649
@financialtimes
@timg33

Top Tweeters in G4:
@bordode
@italiajin21
@nodesystems
@clarinetwoman2
@carol_hulme
@tv9marathi
@kizusi
@dhakatribune
@vastuullisuus
@gkrad9

Top Tweeters in G5:
@harsiwarju
@saleemulhuq
@sd_ag_labs
@b0tsci
@segeltexter
@ecology_tweets
@pbeacannon
@agrobiodiverse
@oneafricahq
@scicommbot

Top Tweeters in G6:
@robre62
@ansisegle
@muharusta
@ohemaadufiegh
@gqabbasi
@newsneus
@wef
@taizun_tapia
@mrsmariebaker
@ianmsyme

Top Tweeters in G7:
@navroopsingh_
@vikas1689
@bassaces1
@ektrit
@abbavitch
@chigrl
@shabbirghewalla
@coyoton46
@fassbear
@cliffordtopham

Top Tweeters in G8:
@gambiste1
@tzdiscovery
@blackfarmerlink
@mpondasabinus
@edobong_akpabio
@thepropagator96
@nolundil
@oikos_solutions
@machariajm
@ndanastase

Top Tweeters in G9:
@zvlad2005
@iamthesupersj
@gemorace
@truthtotweet
@hilde57293257
@momosakura555
@redmayne_robert
@sfutorian
@thejadelord
@equallybalance

Top Tweeters in G10:
@margymayell
@amandajs11
@crazycatladyfl
@45albannach
@vjl2
@notanna1
@frances86878358
@bobirving_green
@stroppypanda
@ingramglynis


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