FoodSecurity, Twitter, 2/3/2022 7:15:41 AM, 271227


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FoodSecurity_2022-02-02_22-50-40.xlsx
FoodSecurity_2022-02-02_22-50-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 03, 2022
Short Description:
FoodSecurity via NodeXL https://bit.ly/3uqS4h4
@fao
@wfp
@lepariyo
@growfurther_
@tamraraven
@jfsebastian146
@samsonprolific
@jimbair62221006
@britishsave
@leap4fnssa

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

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, 03 February 2022 at 07:00 UTC.

The requested start date was Thursday, 03 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 6-hour, 42-minute period from Thursday, 20 January 2022 at 01:19 UTC to Wednesday, 02 February 2022 at 08:02 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 : 4190
Edges With Duplicates : 8563
Total Edges : 12753
Number of Edge Types : 5
Mentions : 1915
Retweet : 3722
MentionsInRetweet : 5812
Tweet : 1123
Replies to : 181
Self-Loops : 1201
Reciprocated Vertex Pair Ratio : 0.0293098469535085
Reciprocated Edge Ratio : 0.0569504839388414
Connected Components : 819
Single-Vertex Connected Components : 352
Maximum Vertices in a Connected Component : 3048
Maximum Edges in a Connected Component : 8612
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.286509
Graph Density : 0.000240057514130191
Modularity : 0.543705
NodeXL Version : 1.0.1.447
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, 03 February 2022 at 07:00 UTC.

The requested start date was Thursday, 03 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 6-hour, 42-minute period from Thursday, 20 January 2022 at 01:19 UTC to Wednesday, 02 February 2022 at 08:02 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:
[16] https://www.leap4fnssa.eu/event/agora_good-morning-stakeholder-forum-from-model-to-practice/
[14] https://www.bbc.com/news/science-environment-60074407
[10] https://furtherafrica.com/2022/02/01/fao-and-japan-seek-to-empower-african-women-and-youth-in-agriculture/
[10] https://www.jic.ac.uk/press-release/how-bread-wheat-got-its-gluten-tracing-the-impact-of-a-long-lost-relative-on-modern-bread-wheat/
[10] https://teams.microsoft.com/dl/launcher/launcher.html?url=/_%23/l/meetup-join/19:meeting_ZTdkZjg0YjgtNDQ4MC00OWY0LTkwOGItZjRmYmM1ZTA0MWEy@thread.v2/0%3Fcontext%3D%257b%2522Tid%2522%253a%2522695b7ca8-2da8-4545-a2da-42d03784e585%2522%252c%2522Oid%2522%253a%252211d1b5a7-556b-4b27-b89a-2f07cd5c3ed1%2522%257d%26anon%3Dtrue&type=meetup-join&deeplinkId=d75d5a09-ec38-429c-8791-ad576ff497ba&directDl=true&msLaunch=true&enableMobilePage=true&suppressPrompt=true
[8] https://flocard.app
[8] https://granitejoy.com/aead69063d4008e67c4362d8b90d8ccdf/?sid1=&irgwc=1&sid3=362137-&sid2=
[7] https://thoughtforfood.org/content-hub/thought-for-food-open-call-for-ambassadors/
[7] http://www.fao.org/fsnforum/consultations/HLPE_data_collection_analysis_tools_V0
[7] https://protecttheharvest.com/news/california-prop-12-enforcement-halted-for-now/

Top URLs in Tweet in G1:
[16] https://www.leap4fnssa.eu/event/agora_good-morning-stakeholder-forum-from-model-to-practice/
[7] http://www.fao.org/fsnforum/consultations/HLPE_data_collection_analysis_tools_V0
[6] https://www.vubblepop.com/share?v=144771&h=Let's%20Talk%20Science&r=https://letstalkscience.ca/educational-resources/video-channels/stem-channel-all-videos&t=@letstalkscience
[5] https://citybusinessnews.com/lagos-flags-off-urban-farming-scheme?utm_content=buffer64bc0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://guardian.ng/features/how-agro-tech-innovations-will-boost-food-security/?utm_content=bufferfa24d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.bbc.com/news/science-environment-60074407
[4] https://financialpost.com/business-trends/sprout-ai-is-combatting-major-agricultural-and-food-security-issues-with-vertical-farming?utm_content=bufferea447&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://punchng.com/lagos-promotes-urban-farming-to-boost-food-security/?utm_content=buffer08ed3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://agriculturepost.com/agri-research/india-can-lead-in-the-upcoming-25b-cultivated-meat-sunrise-industry-study/
[3] https://www.timesofisrael.com/food-security-startups-get-government-funding-boost-to-develop-tech/?utm_content=bufferfc9a5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[6] https://news.un.org/en/story/2022/01/1109802
[2] https://briterbridges.com/reports
[2] https://www.devdiscourse.com/article/other/1051297-covid-19-impact-on-agriculture-and-food-security-regional-perspective
[1] https://www.thechicagocouncil.org/commentary-and-analysis/blogs/precision-development-solve-wicked-problems
[1] http://www.thechicagocouncil.org/commentary-and-analysis/blogs/food-security-depends-water-security-and-we-need-act-now
[1] https://www.wfp.org/news/iceland-extends-its-support-strengthen-home-grown-school-feeding-malawi-0
[1] http://www.thechicagocouncil.org/commentary-and-analysis/blogs/understanding-us-global-food-security-framework
[1] https://www.thechicagocouncil.org/commentary-and-analysis/blogs/using-cutting-edge-science-protect-african-farmers-potato-crops
[1] http://www.thechicagocouncil.org/commentary-and-analysis/blogs/food-security-recovery-more-affordable-you-think
[1] https://www.thechicagocouncil.org/commentary-and-analysis/blogs/farmer-led-irrigation-agricultural-intensification

Top URLs in Tweet in G3:
[10] https://furtherafrica.com/2022/02/01/fao-and-japan-seek-to-empower-african-women-and-youth-in-agriculture/
[4] https://www.bbc.com/news/science-environment-60074407
[3] https://www.bbc.co.uk/news/science-environment-60074407
[2] https://zawayamedia.com/single/14815/
[2] https://www.ctvnews.ca/canada/nearly-60-per-cent-of-canadians-find-it-difficult-to-feed-their-families-poll-finds-1.5748898
[2] https://attendee.gotowebinar.com/register/1416812412188654352
[2] https://www.agritecture.com/blog/2022/1/25/can-ancient-methods-future-proof-food-security-in-the-andes
[2] https://www.bbc.co.uk/news/science-environment-60141387
[2] https://doi.org/10
[2] https://www.benefits.gov/benefit/1580

Top URLs in Tweet in G4:
[2] https://twitter.com/fao/status/1484890091000500225
[2] https://twitter.com/jamesp_woodward/status/1486337758507540480
[1] https://twitter.com/mikeyg169/status/1488525293421797388
[1] https://www.theguardian.com/environment/2022/jan/17/climate-crisis-1-percent-a-year-off-uk-economy-by-2045?CMP=Share_AndroidApp_Other
[1] https://www.euronews.com/green/2022/01/25/biodiversity-loss-is-as-big-of-a-threat-as-climate-change-but-90-of-brits-don-t-see-it
[1] https://www.walesonline.co.uk/news/wales-news/carbon-ofsetting-companies-uk-calculator-22464381
[1] https://twitter.com/RosieP4/status/1486699984397426697
[1] https://news.abs-cbn.com/spotlight/01/18/22/ozone-pollution-costs-asia-billions-in-lost-crops-study
[1] https://news.mongabay.com/2022/01/rural-women-in-zimbabwe-are-in-constant-contact-with-climate-change-qa-with-shamiso-mupara/
[1] https://www.news24.com/fin24/economy/sas-heaviest-rain-on-record-brings-crop-damage-floods-and-a-lush-green-karoo-20220125

Top URLs in Tweet in G5:
[3] https://docs.google.com/forms/d/e/1FAIpQLSeslPDQao7NZj1D1V2MogAti3OAzvnN0GyZkaQDrdyNgnCdBw/viewform
[3] https://twitter.com/MikeHudema/status/1486771540607787008
[2] https://www.youtube.com/watch?v=g0uVKuc_nzg

[1] http://bit.ly/WorkLearn16
[1] https://www.gainhealth.org/sites/default/files/publications/documents/covid-19-vendor-survey-factsheet-marikiti-market-machakos-kenya.pdf
[1] https://www.gainhealth.org/impact/our-response-covid-19/building-resilience-smes
[1] https://www.youtube.com/watch?v=L_GIQljiXeY

[1] https://twitter.com/GAINAlliance_KE/status/1458007957594165252
[1] https://twitter.com/Cipotato/status/1485115080773668864
[1] https://twitter.com/iamUncleMark/status/1432609569532960772

Top URLs in Tweet in G6:
[4] https://www.youtube.com/watch?v=3Cu83cnhVIM&feature=youtu.be

[1] https://twitter.com/sebsrhi/status/1486429143386312704
[1] https://www.reuters.com/business/environment/tongas-volcanic-eruption-may-harm-environment-years-scientists-say-2022-01-18/
[1] https://twitter.com/agnes_kalibata/status/1487897650204749828
[1] https://twitter.com/umd_agnr/status/1485627763159666691
[1] https://twitter.com/johanromare/status/1484062016784539650
[1] https://twitter.com/undpliberia/status/1487860108738678785
[1] https://twitter.com/undpliberia/status/1488076902640365570
[1] https://www.linkedin.com/posts/dr-kshetrimayum-vedmani-devi-456289b7_how-to-explain-sdgs-to-your-child-sdg-activity-6892902615315820544-5GE3
[1] https://www.bbc.com/news/world-asia-60063732

Top URLs in Tweet in G7:
[2] https://www.environewsnigeria.com/food-security-focusing-on-agricultural-research-and-renaissance-in-nigeria/
[1] https://twitter.com/NewTimesRwanda/status/1486768722853441539
[1] https://twitter.com/geryusuwaba/status/1483370085712633860
[1] https://twitter.com/IsraelinKenya/status/1485514993105784834

Top URLs in Tweet in G8:
[2] https://cipotato.org/blog/potatoes-in-rice-paddies/
[2] https://jsi.zoom.us/webinar/register/6016425413262/WN_9DFZGwWhSQuFs-vaXd-_ww
[2] https://www.meetup.com/new-york-artificial-intelligence-for-good-meetup-group/events/283100155/
[1] https://www.dairyherd.com/news/education/are-cow-noses-new-fingerprint-unlocking-livestock-facial-recognition
[1] https://twitter.com/Agrilinks/status/1488515233501097986
[1] https://agrilinks.org/post/making-sustainable-aquaculture-affordable
[1] https://agrilinks.org/post/nigerian-tomato-farming-business-shows-human-impact-private-investment
[1] https://agrilinks.org/post/outlining-us-governments-global-food-security-research-strategy-2022-2026
[1] https://agrilinks.org/post/enabling-small-and-medium-sized-enterprises-access-private-sector-financing
[1] https://www.geekwire.com/2022/fighting-food-waste-we-taste-tasted-an-app-that-sells-unsold-meals-and-groceries-at-a-big-discount/

Top URLs in Tweet in G9:
[3] https://myemail.constantcontact.com/subject.html?soid=1130191479667&aid=0LEx2EtRRYY
[2] https://twitter.com/MarshallBBurke/status/1481692772302086144
[2] http://www.nasonline.org/programs/awards/food-and-agriculture.html
[1] http://www.nasonline.org/news-and-multimedia/news/2022-nas-awards-recipients.html
[1] https://twitter.com/tek_kenya/status/1488474712732696576
[1] http://www.nasonline.org/programs/awards/2022-awards/Lobell.html?utm_source=twitter&utm_medium=social&utm_term=thenasciences&utm_content=3538495c-3a29-4c60-b02a-712b75d23a5b&utm_campaign=hootsuite
[1] https://nasaharvest.org/index.php/news/nasa-harvest-partners-stanford-expand-lidar-applications-create-wall-wall-crop-type-mapping
[1] https://twitter.com/theNASciences/status/1485655793454260232
[1] https://www.theguardian.com/food/2022/jan/24/uk-could-grow-up-fruit-and-vegetables-urban-green-spaces
[1] http://www.nature.com/articles/s4301

Top URLs in Tweet in G10:
[5] https://efficiencyforaccess.org/agriculture-campaign-2022
[5] https://southasia.ifpri.info/2021/12/08/call-for-papers-aepp-special-issue/
[3] https://openknowledge.worldbank.org/handle/10986/36401
[2] https://twitter.com/i/broadcasts/1BdGYwkvzzoxX
[2] https://openknowledge.worldbank.org/handle/10986/36401?cid=pub_tt_wbpublications_en_ext
[1] https://live.worldbank.org/insect-and-hydroponic-farming-africa-new-circular-food-economy?cid=ECR_TT_worldbank_EN_EXT
[1] https://efficiencyforaccess.org/publications/sustainable-expansion-of-groundwater-based-solar-water-pumping-for-smallholder-farmers-in-sub-saharan-africa
[1] https://medium.com/efficiency-for-access/assessing-the-quality-of-new-pue-technologies-from-egg-incubators-and-beyond-455c9117e95c
[1] https://twitter.com/PMenonIFPRI/status/1488486382032986116
[1] http://newz.ug/repurposing-current-policies-could-deliver-multiple-benefits-for-farmers-food-security-and-climate/

Top Domains
Top Domains in Tweet in Entire Graph:
[300] twitter.com
[51] youtube.com
[39] igrow.news
[34] fao.org
[25] ac.uk
[21] linkedin.com
[19] leap4fnssa.eu
[18] bbc.com
[18] google.com
[17] co.uk

Top Domains in Tweet in G1:
[25] fao.org
[23] twitter.com
[19] leap4fnssa.eu
[14] csis.org
[12] agriculturepost.com
[6] vubblepop.com
[5] citybusinessnews.com
[5] africanharvesters.com
[4] guardian.ng
[4] bbc.com

Top Domains in Tweet in G2:
[6] thechicagocouncil.org
[6] un.org
[3] twitter.com
[2] briterbridges.com
[2] devdiscourse.com
[1] wfp.org
[1] vc4a.com
[1] fincaventures.com
[1] squarespace.com

Top Domains in Tweet in G3:
[64] twitter.com
[10] furtherafrica.com
[9] linkedin.com
[6] bbc.com
[6] blogspot.com
[5] co.uk
[4] google.com
[4] ctvnews.ca
[4] youtube.com
[4] theguardian.com

Top Domains in Tweet in G4:
[16] twitter.com
[2] co.uk
[2] bridportfoodmatters.net
[1] theguardian.com
[1] euronews.com
[1] abs-cbn.com
[1] mongabay.com
[1] news24.com
[1] theconversation.com
[1] mailchi.mp

Top Domains in Tweet in G5:
[6] twitter.com
[3] google.com
[3] youtube.com
[2] gainhealth.org
[1] bit.ly

Top Domains in Tweet in G6:
[11] twitter.com
[4] youtube.com
[4] reuters.com
[1] linkedin.com
[1] bbc.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] environewsnigeria.com

Top Domains in Tweet in G8:
[4] agrilinks.org
[4] cipotato.org
[3] twitter.com
[2] we4f.org
[2] zoom.us
[2] meetup.com
[1] dairyherd.com
[1] geekwire.com
[1] tsgn.org
[1] futurism.com

Top Domains in Tweet in G9:
[4] twitter.com
[4] nasonline.org
[3] constantcontact.com
[1] nasaharvest.org
[1] theguardian.com
[1] nature.com

Top Domains in Tweet in G10:
[7] worldbank.org
[6] efficiencyforaccess.org
[5] ifpri.info
[4] twitter.com
[4] mailchi.mp
[2] ifpri.org
[1] medium.com
[1] newz.ug
[1] captivate.fm
[1] wrld.bg

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2918] foodsecurity
[282] agriculture
[218] climatechange
[199] food
[184] nutrition
[113] africa
[104] data
[97] covid19
[95] biodiversity
[93] foodsystems



Top Hashtags in Tweet in G1:
[431] foodsecurity
[121] nutrition
[100] data
[85] agriculture
[70] climatechange
[61] gmsf2022
[48] gffa
[36] food
[35] covid19
[28] africa

Top Hashtags in Tweet in G2:
[46] foodsecurity
[37] cameroon
[37] wfp
[25] happeningnow
[17] eastafrica
[14] foodsystems
[13] hunger
[7] afghanwomendays
[6] africa
[4] rwanda

Top Hashtags in Tweet in G3:
[414] foodsecurity
[61] agriculture
[36] climatechange
[28] food
[21] agribusiness
[19] farming
[18] sustainability
[16] africa
[16] fao
[14] climatecrisis

Top Hashtags in Tweet in G4:
[73] foodsecurity
[14] stopthearc
[9] climatecrisis
[5] bridportfoodmatters
[4] farmland
[4] cleanair
[3] climatechange
[3] food
[3] rewilding
[2] foodblogger

Top Hashtags in Tweet in G5:
[69] foodsecurity
[39] zerohunger
[21] farmersamson
[18] vegetablesonourfarm
[16] workandlearn
[16] hydroponics
[14] soillessfarmlab
[14] foodforall
[12] kfmw
[8] covid19

Top Hashtags in Tweet in G6:
[100] foodsecurity
[42] bigfouragenda
[13] tonga
[12] climatechange
[10] foodsystems
[6] climate
[5] permaculture
[5] agriculture
[5] healthcare
[4] big4agenda

Top Hashtags in Tweet in G7:
[88] foodsecurity
[14] seedcollecting
[14] seedsaving
[5] invest
[5] partnership
[5] agribusiness
[4] zimagricrising
[3] agriculture
[3] foodsystems
[3] food

Top Hashtags in Tweet in G8:
[51] foodsecurity
[22] artificialintelligence
[15] biotechnology
[14] africa
[7] agriculture
[4] jobs
[4] smarttech
[4] misinformation
[4] nutrition
[3] covid19

Top Hashtags in Tweet in G9:
[8] nasaharvest
[3] geocropsim
[2] lidar
[1] foodsecurity
[1] water
[1] foodproduction
[1] tplfterroristgroup
[1] nasaward
[1] agronomy
[1] agmet

Top Hashtags in Tweet in G10:
[102] foodsecurity
[13] climateresilience
[13] cleanenergy
[13] covid19
[11] futureoffood
[11] callforpapers
[11] southasia
[7] efficiencyforagtech
[6] climatechange
[5] agriculturalextension

Top Words
Top Words in Tweet in Entire Graph:
[2916] #foodsecurity
[1285] food
[503] wfp
[481] million
[467] needed
[465] funding
[451] urgently
[445] deliver
[433] calling
[429] drought

Top Words in Tweet in G1:
[430] #foodsecurity
[122] hlpe_cfs
[121] #nutrition
[103] food
[100] #data
[97] fao
[97] morning
[96] un_cfs
[85] #agriculture
[83] days

Top Words in Tweet in G2:
[448] wfp
[414] million
[413] calling
[413] 337
[413] additional
[413] funding
[413] deliver
[413] urgently
[413] needed
[413] aid

Top Words in Tweet in G3:
[413] #foodsecurity
[117] food
[61] #agriculture
[36] #climatechange
[30] more
[28] #food
[23] agriculture
[23] security
[21] #agribusiness
[20] climate

Top Words in Tweet in G4:
[74] ourwestgate
[73] #foodsecurity
[64] food
[49] farmland
[48] more
[45] jimbair62221006
[45] climate
[40] thread
[38] security
[36] change

Top Words in Tweet in G5:
[156] samsonprolific
[94] learn
[87] we've
[79] kg
[69] #foodsecurity
[56] setup
[52] grow
[47] think
[44] lagos
[43] soil

Top Words in Tweet in G6:
[100] #foodsecurity
[47] president
[45] statehousekenya
[44] kenyatta's
[42] prioritization
[42] one
[42] uhuru
[42] #bigfouragenda
[42] helped
[42] reposition

Top Words in Tweet in G7:
[88] #foodsecurity
[74] successful
[71] again
[70] olelekgetho
[70] vision
[70] 2023
[69] another
[69] study
[69] group
[69] weekend

Top Words in Tweet in G8:
[51] #foodsecurity
[24] good
[22] #artificialintelligence
[16] rice
[16] kalromkulima
[15] africa
[15] #biotechnology
[14] food
[14] feb
[14] cipotato

Top Words in Tweet in G9:
[82] foodsecurity_su
[64] liyagebriel
[43] first
[40] day
[40] postdoctoral
[40] fellow
[15] congratulations
[8] 2022
[8] #nasaharvest
[7] davidblobell

Top Words in Tweet in G10:
[102] #foodsecurity
[75] food
[60] farming
[54] feed
[48] insects
[48] human
[48] animal
[47] well
[47] using
[47] hydroponic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[450] urgently,needed
[420] wfp,calling
[420] calling,337
[420] 337,million
[420] million,additional
[420] additional,funding
[420] funding,deliver
[420] deliver,urgently
[420] needed,aid
[420] aid,tigray

Top Word Pairs in Tweet in G1:
[108] #foodsecurity,#nutrition
[84] #data,#foodsecurity
[77] good,morning
[53] submit,contributions
[53] contributions,hlpe
[53] hlpe,consultations
[53] consultations,#data
[46] v0,draft
[46] report,#data
[46] last,days

Top Word Pairs in Tweet in G2:
[413] wfp,calling
[413] calling,337
[413] 337,million
[413] million,additional
[413] additional,funding
[413] funding,deliver
[413] deliver,urgently
[413] urgently,needed
[413] needed,aid
[413] aid,tigray

Top Word Pairs in Tweet in G3:
[22] food,security
[16] climate,change
[12] #food,#foodsecurity
[11] improve,#foodsecurity
[10] #fao,#japan
[10] #japan,seek
[10] seek,#empower
[10] #empower,#african
[10] #african,#womenandyouth
[10] #womenandyouth,#agriculture

Top Word Pairs in Tweet in G4:
[38] food,security
[36] climate,change
[33] security,climate
[33] change,critical
[33] critical,warning
[33] warning,humanity
[33] humanity,thread
[33] thread,synthesizing
[33] synthesizing,peer
[33] peer,reviewed

Top Word Pairs in Tweet in G5:
[56] learn,setup
[39] samsonprolific,we've
[29] grapes,n2500
[28] work,learn
[28] learn,16
[28] 16,epe
[28] epe,lagos
[28] lagos,state
[28] state,7th
[28] 7th,11th

Top Word Pairs in Tweet in G6:
[42] prioritization,#foodsecurity
[42] #foodsecurity,one
[42] one,president
[42] president,uhuru
[42] uhuru,kenyatta's
[42] kenyatta's,#bigfouragenda
[42] #bigfouragenda,helped
[42] helped,reposition
[41] statehousekenya,prioritization
[41] reposition,agricult

Top Word Pairs in Tweet in G7:
[70] vision,2023
[69] another,successful
[69] successful,study
[69] study,group
[69] group,weekend
[69] weekend,learned
[69] learned,soo
[69] soo,much
[69] much,once
[69] once,again

Top Word Pairs in Tweet in G8:
[20] #artificialintelligence,good
[14] gene,editing
[14] editing,disease
[14] disease,resistance
[14] resistance,africa
[14] africa,frontiersin
[14] frontiersin,scienceally
[14] scienceally,cugmodebate
[14] cugmodebate,kalromkulima
[14] kalromkulima,#biotechnology

Top Word Pairs in Tweet in G9:
[40] first,day
[40] day,postdoctoral
[40] postdoctoral,fellow
[40] fellow,foodsecurity_su
[39] liyagebriel,first
[23] liyagebriel,foodsecurity_su
[11] foodsecurity_su,congratulations
[7] globalagdev,wfp
[7] wfp,calling
[7] calling,337

Top Word Pairs in Tweet in G10:
[48] human,food
[48] food,animal
[48] animal,feed
[47] farming,insects
[47] insects,well
[47] well,using
[47] using,hydroponic
[47] hydroponic,techniques
[47] techniques,human
[47] feed,boosts

Top Replied-To
Top Replied-To in Entire Graph:
@liyagebriel
@foodsecurity_ie
@wfp
@ifad
@kyminasitech
@_flourishafrica
@eaagrifood
@globalagdev
@shine_i1
@proftimlang

Top Replied-To in G1:
@wfp
@sproutais
@agribusinessand
@fao
@agheadhunters
@martijnveen_
@itk_decide
@ericd5962
@bizsustainably
@farmpowered

Top Replied-To in G2:
@globalagdev
@glblctzn
@wfp

Top Replied-To in G3:
@thetalentguru

Top Replied-To in G4:
@purrrmeister
@saveoldmaltonc1
@davidbutler34
@proftimlang
@grumpyfairmer
@acarpendigital
@sandralaville
@jecullimore
@minette_batters
@chrismpackham

Top Replied-To in G6:
@ifad
@yadhumadir
@statehousekenya
@wfp_media
@ecoagpartners
@climatewed
@faonorthamerica
@gcadaptation
@un_sdg

Top Replied-To in G7:
@fsrtfp

Top Replied-To in G8:
@usaid
@cipotato

Top Replied-To in G9:
@liyagebriel
@drtzemenfes
@foodsecurity_su
@compassiontg

Top Replied-To in G10:
@worldbank
@rockefellerfdn

Top Mentioned
Top Mentioned in Entire Graph:
@wfp
@globalagdev
@samsonprolific
@hlpe_cfs
@fao
@foodsecurity_su
@un_cfs
@ourwestgate
@mikehudema
@olelekgetho

Top Mentioned in G1:
@hlpe_cfs
@fao
@un_cfs
@leap4fnssa
@bmel
@f
@faofsnforum
@planttreaty
@growfurther_
@ifad

Top Mentioned in G2:
@wfp
@globalagdev
@wfp_cameroon
@minadercm
@briterbridges
@wanjakaaria
@1_billiontrees
@wfp_europe
@wfpinnovation

Top Mentioned in G3:
@faoinvest
@manamaine
@straitreporter
@cisskisumu
@iradespoir
@alaanuloluwa_
@kamlesm

Top Mentioned in G4:
@ourwestgate
@jimbair62221006
@monicahone
@proftimlang
@riversideros
@rosiep4
@libdems
@ab4scambs
@danielzeichner

Top Mentioned in G5:
@samsonprolific
@farmerphebe_
@gainalliance_ke
@ekundayo_dami1
@agrodelight
@sfarmlab
@photofarmer001
@ktnnewske
@concernkenya
@cipotato

Top Mentioned in G6:
@statehousekenya
@foodsystems
@agnes_kalibata
@sdg2030
@wfp
@fao
@reuters
@gcadaptation
@sanjuancountywa
@wacounties

Top Mentioned in G7:
@olelekgetho
@lindagabriel263
@israelinkenya
@discoverjkuat
@aicat15
@oriungu
@environewsng
@agraalliance
@rwandaagriboard
@agropests

Top Mentioned in G8:
@kalromkulima
@frontiersin
@scienceally
@cugmodebate
@usaid
@thisisfsc
@cipotato
@hannah_kerner
@umd_collegepark
@crs_expertise

Top Mentioned in G9:
@foodsecurity_su
@liyagebriel
@davidblobell
@gedi_knights
@globalagdev
@wfp
@harvestprogram
@cop26
@thenasciences
@usda_ars

Top Mentioned in G10:
@worldbank
@aepp_aaea
@efora_coalition
@ifpri
@ifprisao
@solaraid
@wbg_agriculture
@nasagiss
@huijberstalash
@worldbankafrica

Top Tweeters
Top Tweeters in Entire Graph:
@geoffrey_payne
@independent
@john1966olsen
@nsaidian
@glasgow_watch
@artificialbra1n
@allchanges
@jfsebastian146
@nilimajumder
@reuters

Top Tweeters in G1:
@jfsebastian146
@businessinsider
@citizentvkenya
@ssxman2
@bbcnews
@leadershipnga
@miragenewscom
@julietkego
@jj_angelus
@allanmzalendo

Top Tweeters in G2:
@dev_discourse
@letebrhangebre1
@meditigray
@protect_tigray
@voicetigray2021
@bepositive76
@mussietesfaye4
@jakuuire
@awtash4
@yasminacoulbaly

Top Tweeters in G3:
@mtnbvan
@bsindia
@syawal
@kamlesm
@alaanuloluwa_
@thetalentguru
@peninsulaqatar
@baltree
@sarmcbride
@theglobalherald

Top Tweeters in G4:
@thetimes
@peteraf1
@kelhuntslight
@jonhgurr
@greenbeltsal
@sueatkilmeedy
@meddeviceeng
@elly189245978
@pbrown4348
@me_for_earth

Top Tweeters in G5:
@tajudine2013
@jemilaea
@kbcchannel1
@don_kazzy
@kingehizojie
@czarohm
@iamenexboy
@bboason
@obamalik
@ebolarin

Top Tweeters in G6:
@reuters
@ewestaway
@chuckdalldorf
@jubileepartyk
@mojamesapted
@roadalertske
@sdg2030
@alecrimbaiano
@radipilla
@njihiakelvin

Top Tweeters in G7:
@jdjongumzidenga
@ramalokot
@curatezim
@b0itumel00
@charliealpha011
@dumizele
@mrcow_man
@mpho1025
@mpondasabinus
@molematz

Top Tweeters in G8:
@artificialbra1n
@hubofml
@k24tv
@satyajit1910
@geekwire
@rukku
@subkrishnarao
@agbioworld
@waruhiufranklin
@mweinraub87

Top Tweeters in G9:
@gebrihethg
@icns5anjq8o6t4r
@muluget15334096
@adyabona
@zyadagebremary
@tsegayfisseha1
@compassion
@samilov79007924
@stanford
@tigray20202

Top Tweeters in G10:
@dudeneyn
@abdulhai23
@tujadili
@sergioantillano
@ladylisadcantu1
@timmynolie
@sir_alex52
@ebay1975
@masterjoeyjedi
@melbourne_7


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