FoodSecurity, Twitter, 1/20/2022 7:08:29 AM, 270331


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FoodSecurity_2022-01-19_22-50-40.xlsx
FoodSecurity_2022-01-19_22-50-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2022
Short Description:
FoodSecurity via NodeXL https://bit.ly/33uc5IL
@jfsebastian146
@fao
@michaeltanchum
@melbourne_7
@growfurther_
@farmersafric
@cipotato
@paulatsu2323
@associationawak
@blackfarmerlink

Top hashtags:
#foodsecurity
#climatechange
#agriculture
#food
#smartok
#zerohunger

Description:
Description
The graph represents a network of 4,359 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, 20 January 2022 at 06:57 UTC.

The requested start date was Thursday, 20 January 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, 34-minute period from Thursday, 06 January 2022 at 01:28 UTC to Wednesday, 19 January 2022 at 08:03 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 : 4359
Unique Edges : 2816
Edges With Duplicates : 6636
Total Edges : 9452
Number of Edge Types : 5
Retweet : 2907
MentionsInRetweet : 4034
Tweet : 934
Replies to : 134
Mentions : 1443
Self-Loops : 997
Reciprocated Vertex Pair Ratio : 0.0249594155844156
Reciprocated Edge Ratio : 0.0487032270837458
Connected Components : 693
Single-Vertex Connected Components : 260
Maximum Vertices in a Connected Component : 2114
Maximum Edges in a Connected Component : 5645
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.536973
Graph Density : 0.00026589077726965
Modularity : 0.536832
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,359 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, 20 January 2022 at 06:57 UTC.

The requested start date was Thursday, 20 January 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, 34-minute period from Thursday, 06 January 2022 at 01:28 UTC to Wednesday, 19 January 2022 at 08:03 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:
[18] http://www.futuredanger.com#FOOD-SHORTAGES-DEVELOP
[16] https://www.youtube.com/watch?v=WKoMFm34rWk&feature=youtu.be

[16] https://0edc4hbhj-4terc9chrgv9bn4p.hop.clickbank.net/
[10] https://furtherafrica.com/2022/01/19/us138m-needed-for-horn-of-africa-drought-affected-citizens/
[10] https://furtherafrica.com/2022/01/12/drought-poses-a-risk-to-food-security-in-malawi/
[10] https://furtherafrica.com/2022/01/11/kenya-introduces-drought-tolerant-rice-varieties-in-taita-taveta/
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs43016-021-00432-4
[8] https://ibma-global.org/wp-content/uploads/2021/06/IEEP-Exploring-the-benefits-of-biocontrol-for-sustainable-agriculture-2021.pdf
[7] https://foodfirstmi.org/
[7] https://podcasts.apple.com/us/podcast/food-first/id1275165507

Top URLs in Tweet in G1:
[18] http://www.futuredanger.com#FOOD-SHORTAGES-DEVELOP
[8] https://furtherafrica.com/2022/01/19/us138m-needed-for-horn-of-africa-drought-affected-citizens/
[8] https://furtherafrica.com/2022/01/11/kenya-introduces-drought-tolerant-rice-varieties-in-taita-taveta/
[8] https://furtherafrica.com/2022/01/12/drought-poses-a-risk-to-food-security-in-malawi/
[4] https://agribusinessedu.com/covid-19-pandemic-impact-on-agribusiness/
[3] https://granitejoy.com/aead69063d4008e67c4362d8b90d8ccdf/?sid1=&irgwc=1&sid3=362137-&sid2=
[2] https://earthobservatory.nasa.gov/images/149294/failed-rainy-seasons-create-food-emergency-in-eastern-africa
[2] https://krishijagran.com/blog/msp-public-procurement-must-be-considered-separately/
[2] https://www.twitch.tv/thoughtforfoodorg
[2] https://www.facebook.com/thoughtforfoodorg

Top URLs in Tweet in G2:
[2] https://www.fao.org/webcast/home/en/item/5760/icode/?utm_source=twitter&utm_medium=social&utm_campaign=fao
[2] https://fao.zoom.us/j/97564866195
[2] https://twitter.com/ICRAF/status/1483204998280454144
[1] https://www.thegef.org/news/restoring-landscapes-greener-future-lesotho
[1] https://www.fao.org/webcast/home/en/item/5760/icode/?utm_source=twitter&utm_medium=social%2Bmedia&utm_campaign=faoknowledge
[1] https://www.t20italy.org/2021/09/22/climate-change-food-security-and-central-banks-in-developing-economies/
[1] https://pdf.sciencedirectassets.com/280999/1-s2.0-S2211912418X00066/1-s2.0-S2211912418300099/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjECQaCXVzLWVhc3QtMSJGMEQCIF2u0BNFfcHBmtO72/u8AyK1oNVok/0r%2B91YT8fLVfkdAiB2MVF2nf8nPTs0eCNkCZ0ZHwIh4Sq/OqpkA%2BK2kMFLTyr6Awh9EAQaDDA1OTAwMzU0Njg2NSIMcUhNVtUDBSdEuda6KtcDBHPHCzD2qfL24w5Wjkk3aLMzXuoS85hl2Glr20RrPIOs5Zkt3rJmQCo4o1Mni0OthwEcvjuXoQ4l5Ji/FAMixyqS4J%2BdJf9e3ovOze6jpbTZhl4gWPYw46uQnztwI3Abtev8AbxzTVAzcuth6ikZikydwUB6EYagw0DhWfAboWspcw/LwyNvBh0EMYDKlSZ/FecH/z/3OiHsmelIAO6p2lW8w5dnl9MhvyA3UJj4S%2BOJgmTHUoyAuGbiFMFACun1BIREf7%2Bb%2B6HvhloowBh3Bg9Ozu3JLs6U%2Bp6ZKNCo4buz/L2Q/ltiQd4XAi7YohfsMqN5qK9Ii9Cf8BbAio16uQVPWJr/YuZSwK00kaCjrrPds3/FtD19/yZwmi6vaYL%2BC90xqUqCaCgdArliO8HFuygXedS0CHcZpcOO/QjOYdTryz/3BX5MRIyN5wPFv8tu8ta8CIxaBsPf0C3J5yaX%2BG6jfH5WQzFyfcX6rGcJgvzlP8aXlZKGDIMg0eagS%2B5LELwyxOLQ6zhq2Xtkn2nxX7YRZ7NMc3dzN8FHwxriiWFFkaImKrh%2BT8MBMQLtYB0NhaRvabeZEJ7y5n74xP28cpQPkRrMHNHr4lQK/6B6qz2YGwLQkOLvMKe/jooGOqYB11ebjc4%2BM7L6CvYReowVoR3wDZGuS3p1lOqOrAUaXBgThyhaW8E45/ntygwpUQ4zbGxmlYe4KP01SH8yzIB8Oh8aQsJ4Bujp1R6wgJL8UeYJOXeAtxujJPOoCy/w3GMaya/R1WRWbWdQGWuT7vMxSeLeNXNT6YIyRh7h6JDYyq%2BxxTnC1Ia8XjacIh9mt7vZ7ZW/ruj355IZURtd0JKz853ypwZeJQ%3D%3D&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20210916T205300Z&X-Amz-SignedHeaders=host&X-Amz-Expires=300&X-Amz-Credential=ASIAQ3PHCVTY7LWWUO47/20210916/us-east-1/s3/aws4_request&X-Amz-Signature=8ac710668a835732fe1744a02cd32e371f852ed8da68e80108406eef4a5c1122&hash=c293924a78f92c86d19518cf5bcb0c603cc0f722a8ab33ee2fc873f1ad371806&host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&pii=S2211912418300099&tid=spdf-81f913e9-a457-4970-91c3-ea1e568a4b1f&sid=c955dc0e3aae56442509079-89bfa1a6fc90gxrqb&type=client
[1] https://seads-standards.org/
[1] https://twitter.com/unevaluation/status/1483372714886840322
[1] https://news.un.org/en/story/2022/01/1109392

Top URLs in Tweet in G3:
[6] https://farmonaut.com/farmonaut-oil-palm-plantation/
[6] https://nationalheraldnews.com/farmonaut-pioneer-in-satellite-based-crop-health-monitoring-services/
[3] https://foodtank.com/news/2022/01/lebanese-grassroots-food-security-initiative-fosters-agricultural-self-sufficiency/?utm_content=buffer81ef6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://reliefweb.int/report/nepal/impact-covid-19-households-nepal-fifth-round-mvam-household-livelihoods-food-security?utm_content=buffer2d0d4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.vanguardngr.com/2022/01/afdb-provides-14m-grant-to-boost-food-security-in-south-sudan/?utm_content=buffer5a54f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://farmersreviewafrica.com/south-sudan-receives-us-14m-grant-for-food-security/
[2] https://foodtank.com/news/2022/01/lebanese-grassroots-food-security-initiative-fosters-agricultural-self-sufficiency/?utm_content=bufferf5dd3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.stabroeknews.com/2022/01/14/business/covid-19-climate-change-and-caribbean-food-security/?utm_content=buffer4adbe&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://agrilinks.org/post/la-nina-and-climate-change-cause-exceptional-drought-east-africa?utm_term=0_8f8d227958-aad35bfc89-57594192&utm_content=buffer5be28&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.stabroeknews.com/2022/01/07/business/fao-land-water-use-critical-to-global-food-security-going-forward/?utm_content=buffer9c0c2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[3] https://www.agri-pulse.com/articles/17024-opinion-genetically-modified-crops-are-tools-of-sustainability?mkt_tok=NDkwLUVIWi05OTkAAAGB430P7ufkkGBvnttE0wXc9oKdbOwL3G5B7p67sALeDfFVgnIGcFaBaACd_x1S9M0aAEIHBpvxYlnEp6Iz0SeFPNxzvYm4IAbvNzzeBApiu9Yg
[2] https://cipotato.org/publications/rooted-apical-cuttings-racs-best-practices-for-planting-maintenance-harvesting-and-storage-of-tubers/
[2] https://www.wfo-oma.org/un-decade-of-family-farming-2019-2028/
[2] Https://www.ncbi.nlm.nih.gov/gene?Db=gene&Cmd=DetailsSearch&Term=818219
[2] https://www.ncbi.nlm.nih.gov/pubmed/30610642
[1] https://cipotato.org/publications/building-an-effective-research-extension-farmers-nexus-among-potato-farmers-in-kenya/
[1] https://cipotato.org/publications/the-international-potato-center-in-kenya/
[1] https://cipotato.org/blog/ensuring-long-term-conservation-of-crop-biodiversity/
[1] https://cipotato.org/inthenews/on-agrobiodiversity-andes-teach-world-crop-conservation/
[1] https://youtu.be/deS5C_CfnA8

Top URLs in Tweet in G6:
[2] https://www.mei.edu/publications/moroccos-new-challenges-gatekeeper-worlds-food-supply-geopolitics-economics-and
[2] https://twitter.com/michaeltanchum/status/1483450571352911872
[1] https://twitter.com/michaeltanchum/status/1466818995634515971
[1] https://twitter.com/michaeltanchum/status/1478655172524007432
[1] https://www.wsj.com/articles/these-food-items-are-getting-more-costly-in-2022-11640601008?st=jzsk3v03qgk7q4k&reflink=desktopwebshare_twitter
[1] https://twitter.com/michaeltanchum/status/1475469594789830657
[1] https://twitter.com/michaeltanchum/status/1483561752910602243

Top URLs in Tweet in G7:
[6] https://cricketpowder.com/cricket-powder-and-book-article/
[4] https://docs.google.com/forms/d/e/1FAIpQLSd2fh-byvOr9e9laez4eq7Fn6vbElKervcmqxyGKwAVLqNvUQ/viewform
[4] https://twitter.com/Thefppsummit/status/1476240718301741068
[3] https://www.bbc.co.uk/programmes/w3ct1htm
[3] https://www.ft.com/content/fd57ad0b-b98a-4e34-b6b7-f9bbae2ce12e
[3] https://www.mistra-geopolitics.se/news/climate-risks-to-global-food-trade/
[3] https://southeastasiaglobe.com/singapore-lab-grown-meat-alternative-proteins-market/
[3] https://www.cricketpowder.com/
[2] https://www.cifor-icraf.org/knowledge/publication/8380
[1] https://www.youtube.com/watch?v=WKoMFm34rWk&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://twitter.com/BBCBreaking/status/1480531920203177990
[1] https://twitter.com/SmartGrowthUK/status/1483370500017557506
[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://twitter.com/JimBair62221006/status/1433829191405826052
[1] https://twitter.com/WaterVole/status/1480233519217524747
[1] https://twitter.com/savills/status/1483076705946378245
[1] https://twitter.com/farmersguardian/status/1481945440262270980
[1] https://mailchi.mp/9e67709730b6/frcseptembernewsletter-7564109?e=714c5d225a
[1] https://committees.parliament.uk/work/1472/environmental-land-management-scheme/news/160106/defras-plan-for-posteu-land-and-farming-subsidies-based-on-blind-optimism/
[1] https://quota.media/soil-degradation-costs-the-uk-1-2-billion-each-year/

Top URLs in Tweet in G9:
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs43016-021-00432-4
[4] https://www.fao.org/3/cb8288en/cb8288en.pdf
[1] https://www.einnews.com/article/560918825/commissioner-delivers-state-of-agriculture-address
[1] https://docs.google.com/forms/d/e/1FAIpQLSetFPiG0nuC9VgjqWFIp09-4R1Vc9cKVDs9ft7mNGQ4CFN9xw/viewform?usp=send_form
[1] https://docs.google.com/document/d/1nSb9SbBz0B3vMZQNEam_XUc2duBrf2u7cCL44wp8KnM/edit?usp=sharing
[1] https://www.fao.org/fsnforum/consultations/HLPE_data_collection_analysis_tools_V0
[1] https://twitter.com/hlpe_cfs/status/1481906934085267457
[1] https://twitter.com/drpatrickwebb/status/1481739676595724293
[1] https://www.csm4cfs.org/data-collection-and-analysis-tools-for-food-security-and-nutrition-online-consultation/

Top URLs in Tweet in G10:
[15] https://www.youtube.com/watch?v=WKoMFm34rWk&feature=youtu.be

[4] https://www.steampoweredshow.com/learn-more
[3] https://www.thesciencesays.com/r/p/61d35ff3-2650-44b7-8c01-61cd51adc8f7
[3] https://www.thesciencesays.com/r/p/61d360cb-3ee1-4d03-8e3c-26d4556e456e
[2] https://www.patreon.com/posts/food-in-security-61274883?utm_medium=social&utm_source=twitter&utm_campaign=postshare
[2] https://twitter.com/jimbair62221006/status/1481445451475808256
[1] https://theconversation.com/urban-health-wellbeing-and-food-supplies-are-all-under-threat-growing-more-food-in-cities-could-change-that-173943
[1] https://news.mongabay.com/2021/12/urban-ecology-that-saved-argentinas-rosario-held-up-as-a-model-for-others/
[1] https://www.wenatcheeworld.com/opinion/opinion-joan-qazi-gleaning-a-climate-friendly-solution-for-food-waste/article_c5d1684e-0d02-11ec-884a-23a319073c28.html
[1] https://bengaluru.citizenmatters.in/apartment-food-forest-community-gardening-biodiversity-65692

Top Domains
Top Domains in Tweet in Entire Graph:
[246] twitter.com
[63] youtube.com
[34] igrow.news
[30] furtherafrica.com
[25] linkedin.com
[18] fao.org
[18] futuredanger.com
[16] blogspot.com
[16] clickbank.net
[15] nature.com

Top Domains in Tweet in G1:
[42] twitter.com
[24] furtherafrica.com
[18] futuredanger.com
[14] linkedin.com
[10] youtube.com
[5] theguardian.com
[4] facebook.com
[4] agribusinessedu.com
[3] co.uk
[3] krishijagran.com

Top Domains in Tweet in G2:
[9] csis.org
[8] twitter.com
[5] fao.org
[3] zoom.us
[1] thegef.org
[1] t20italy.org
[1] sciencedirectassets.com
[1] seads-standards.org
[1] un.org
[1] croptrust.org

Top Domains in Tweet in G3:
[34] igrow.news
[11] thechicagocouncil.org
[11] farmersreviewafrica.com
[10] twitter.com
[6] foodtank.com
[6] reliefweb.int
[6] farmonaut.com
[6] nationalheraldnews.com
[5] fao.org
[5] ow.ly

Top Domains in Tweet in G4:
[6] cipotato.org
[4] okt.to
[4] nih.gov
[3] agri-pulse.com
[2] handle.net
[2] farmingfirst.org
[2] wfo-oma.org
[2] twitter.com
[2] sadhguru.org
[1] youtu.be

Top Domains in Tweet in G6:
[6] twitter.com
[2] mei.edu
[1] wsj.com

Top Domains in Tweet in G7:
[9] twitter.com
[9] cricketpowder.com
[5] google.com
[4] southeastasiaglobe.com
[3] practicalaction.org
[3] co.uk
[3] ft.com
[3] mistra-geopolitics.se
[2] sei.org
[2] cifor-icraf.org

Top Domains in Tweet in G8:
[6] twitter.com
[1] theguardian.com
[1] mailchi.mp
[1] parliament.uk
[1] quota.media

Top Domains in Tweet in G9:
[9] nature.com
[5] fao.org
[2] google.com
[2] twitter.com
[1] einnews.com
[1] csm4cfs.org

Top Domains in Tweet in G10:
[15] youtube.com
[7] thesciencesays.com
[4] steampoweredshow.com
[3] twitter.com
[2] patreon.com
[1] theconversation.com
[1] mongabay.com
[1] wenatcheeworld.com
[1] citizenmatters.in
[1] abs-cbn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2583] foodsecurity
[242] climatechange
[212] agriculture
[147] food
[123] smartok
[117] zerohunger
[106] environment
[95] sustainability
[95] climatecrisis
[91] biodiversity



Top Hashtags in Tweet in G1:
[330] foodsecurity
[45] agriculture
[42] food
[19] africa
[19] environment
[18] farmers
[15] sustainability
[15] foodshortages
[14] climatechange
[12] farming

Top Hashtags in Tweet in G2:
[108] foodsecurity
[88] climatechange
[72] biodiversityloss
[39] biodiversity
[20] itallstartswiththeseed
[19] earth
[19] conservation
[8] nutrition
[8] genebanks
[6] agriculture

Top Hashtags in Tweet in G3:
[197] foodsecurity
[56] verticalfarming
[50] hydroponics
[44] indoorfarming
[35] foodsupplychain
[34] urbanfarming
[31] controlledenvironmentagriculture
[28] agriculture
[27] farming
[23] organicfarming

Top Hashtags in Tweet in G4:
[110] foodsecurity
[22] agrobiodiversity
[14] sdgs
[10] climatechange
[8] climateactionnow
[5] agroecology
[5] climateemergency
[4] biodiversity
[4] plantbreeding
[4] rice

Top Hashtags in Tweet in G5:
[122] smartok
[122] foodsecurity

Top Hashtags in Tweet in G6:
[73] morocco
[34] foodsecurity
[20] soybean
[14] china
[11] inflation
[8] turkey
[7] foodinflation
[5] africa
[4] geopolitics
[3] fertilizer

Top Hashtags in Tweet in G7:
[78] foodsecurity
[53] climatechange
[20] onet
[12] sustainability
[9] trade
[9] mondaymotivation
[9] protein
[8] biodiversity
[7] innovation
[6] nature

Top Hashtags in Tweet in G8:
[15] foodsecurity
[12] thanet
[5] cap
[5] farming
[3] fight
[2] climatechange
[1] community
[1] transitorienteddevelopment
[1] urbanism
[1] biodiversity

Top Hashtags in Tweet in G9:
[57] foodsecurity
[26] siasabomba
[21] foodsafety
[18] nutrition
[13] protein
[12] didyouknow
[12] fish
[9] syria
[9] environment
[9] crops

Top Hashtags in Tweet in G10:
[34] foodsecurity
[17] farmer
[17] climateaction
[12] climatechange
[12] climatecrisis
[6] ethnicfoods
[6] historyoffood
[5] agriculture
[4] steampoweredshow
[4] womeninsteam

Top Words
Top Words in Tweet in Entire Graph:
[2583] #foodsecurity
[1249] food
[310] help
[303] more
[300] world
[291] security
[259] support
[242] #climatechange
[237] climate
[235] global

Top Words in Tweet in G1:
[330] #foodsecurity
[110] food
[45] #agriculture
[42] #food
[32] more
[24] security
[21] gt
[20] shortages
[19] read
[19] #africa

Top Words in Tweet in G2:
[109] fao
[108] #foodsecurity
[88] #climatechange
[77] one
[77] world
[74] feeding
[74] population
[73] sustainably
[73] growth
[73] remains

Top Words in Tweet in G3:
[197] #foodsecurity
[77] food
[56] #verticalfarming
[50] #hydroponics
[44] #indoorfarming
[35] #foodsupplychain
[34] security
[34] #urbanfarming
[31] #controlledenvironmentagriculture
[28] #agriculture

Top Words in Tweet in G4:
[110] #foodsecurity
[45] cipotato
[38] food
[34] global
[32] world
[28] future
[27] discover
[23] much
[22] #agrobiodiversity
[22] insurance

Top Words in Tweet in G5:
[122] smarttoken_1
[122] #smartok
[122] farmer's
[122] choice
[122] support
[122] agricultural
[122] sectors
[122] help
[122] improve
[122] #foodsecurity

Top Words in Tweet in G6:
[123] michaeltanchum
[94] food
[73] #morocco
[73] world
[72] challenges
[72] gatekeeper
[72] supply
[72] geopolitics
[72] economics
[70] sustainabilit

Top Words in Tweet in G7:
[78] #foodsecurity
[69] food
[63] climate
[53] #climatechange
[42] change
[31] global
[30] impact
[28] systems
[24] agrobiodiversity
[22] register

Top Words in Tweet in G8:
[53] bbc
[53] obsessed
[53] row
[53] over
[53] tennis
[53] player's
[53] visa
[53] australia
[53] relegates
[53] important

Top Words in Tweet in G9:
[77] kas_kenya
[57] #foodsecurity
[43] systems
[42] _______
[39] food
[31] kenya
[28] kainyu
[26] #siasabomba
[24] plans
[24] chain

Top Words in Tweet in G10:
[89] food
[74] climate
[71] jimbair62221006
[68] security
[62] change
[62] research
[61] critical
[61] warning
[61] humanity
[61] thread

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[248] food,security
[137] improve,#foodsecurity
[134] climate,change
[124] help,improve
[123] #smartok,farmer's
[123] farmer's,choice
[123] choice,support
[123] support,agricultural
[123] agricultural,sectors
[123] sectors,help

Top Word Pairs in Tweet in G1:
[23] #agriculture,#foodsecurity
[21] food,security
[19] food,shortages
[18] futuredanger,indicator
[18] indicator,food
[18] shortages,develop
[18] develop,heatmap
[18] heatmap,column
[18] column,gt
[12] food,insecurity

Top Word Pairs in Tweet in G2:
[74] feeding,world
[72] world,sustainably
[72] sustainably,especially
[72] especially,context
[72] context,#climatechange
[72] #climatechange,#biodiversityloss
[72] #biodiversityloss,population
[72] population,growth
[72] growth,remains
[72] remains,one

Top Word Pairs in Tweet in G3:
[42] #hydroponics,#indoorfarming
[40] #indoorfarming,#verticalfarming
[30] #verticalfarming,#controlledenvironmentagriculture
[30] #controlledenvironmentagriculture,#foodsecurity
[30] #foodsecurity,#foodsupplychain
[25] food,security
[22] #farming,#organicfarming
[20] #organicfarming,#crops
[18] #remotesensing,#greentech
[17] vertical,farming

Top Word Pairs in Tweet in G4:
[23] future,#foodsecurity
[22] #agrobiodiversity,insurance
[22] insurance,policy
[22] policy,future
[22] #foodsecurity,discover
[22] discover,andes
[22] andes,teach
[22] teach,world
[22] world,much
[21] cipotato,#agrobiodiversity

Top Word Pairs in Tweet in G5:
[122] #smartok,farmer's
[122] farmer's,choice
[122] choice,support
[122] support,agricultural
[122] agricultural,sectors
[122] sectors,help
[122] help,improve
[122] improve,#foodsecurity
[122] #foodsecurity,listed
[121] smarttoken_1,#smartok

Top Word Pairs in Tweet in G6:
[72] #morocco,challenges
[72] challenges,gatekeeper
[72] gatekeeper,world
[72] world,food
[72] food,supply
[72] supply,geopolitics
[72] geopolitics,economics
[70] michaeltanchum,#morocco
[70] economics,sustainabilit
[13] food,crops

Top Word Pairs in Tweet in G7:
[41] climate,change
[28] food,systems
[25] global,food
[24] systems,impact
[24] impact,climate
[24] change,agrobiodiversity
[18] climate,risks
[17] risks,global
[17] food,trade
[16] #onet,webinar

Top Word Pairs in Tweet in G8:
[53] bbc,obsessed
[53] obsessed,row
[53] row,over
[53] over,tennis
[53] tennis,player's
[53] player's,visa
[53] visa,australia
[53] australia,relegates
[53] relegates,important
[53] important,stuff

Top Word Pairs in Tweet in G9:
[23] kanuparty_ke's,kidi
[23] kidi,mwaga
[23] mwaga,explains
[23] explains,kenya
[23] kenya,first
[23] first,ruling
[23] ruling,party
[23] party,plans
[23] plans,modernize
[23] modernize,country

Top Word Pairs in Tweet in G10:
[68] food,security
[62] climate,change
[61] security,climate
[61] change,critical
[61] critical,warning
[61] warning,humanity
[61] humanity,thread
[61] thread,synthesizing
[61] synthesizing,peer
[61] peer,reviewed

Top Replied-To
Top Replied-To in Entire Graph:
@tolonews
@kyminasitech
@foodsecurity_ie
@mallorymcmorrow
@justintrudeau
@statehousekenya
@markslapinski
@ricknichollsckl
@melissasweetdr
@usda

Top Replied-To in G2:
@ismahaneelouafi
@croptrust

Top Replied-To in G3:
@afdb_group
@sproutais
@gerard_duggan
@mikeschreiner
@_flourishafrica
@gardjaa
@agrilinks
@statehousekenya
@act4foodglobal
@faoemergencies

Top Replied-To in G4:
@tolonews
@cipotato
@foodsystems
@sdg2advocacyhub

Top Replied-To in G7:
@fao
@zurich

Top Replied-To in G8:
@am_garland
@joewstanley
@catherinewith11

Top Replied-To in G9:
@igz_leibniz
@hlpe_cfs

Top Replied-To in G10:
@anikamolesworth
@mon4kooyong

Top Mentioned
Top Mentioned in Entire Graph:
@michaeltanchum
@smarttoken_1
@samsonprolific
@ipbes
@kas_kenya
@jimbair62221006
@fao
@safoundationn
@cleanboss2
@idrfcanada

Top Mentioned in G1:
@jeremyinspire
@agrodata4africa
@gramsamriddhi
@gvxw6plgnuwthw4
@ailsaforshaw

Top Mentioned in G2:
@ipbes
@fao
@giorgioparisi
@planttreaty
@faoknowledge
@faocaribbean
@ifad
@croptrust
@iita_cgiar
@icraf

Top Mentioned in G3:
@growfurther_
@farmonaut
@saramenker
@farmers
@greenbuildsys
@globalagdev
@igrownews0
@usaid
@grointel
@alsopeca

Top Mentioned in G4:
@cipotato
@un
@ocpgroup
@farmingfirst
@earlhaminst
@worldfishcenter
@fundagroecology
@worldfoodprize
@2blades

Top Mentioned in G5:
@smarttoken_1
@coinsniper_net

Top Mentioned in G6:
@michaeltanchum
@middleeastinst
@chigrl
@paulwallace123

Top Mentioned in G7:
@onet_ipbes
@kevinmadams
@gri_lse
@drvanda
@annikaflensburg
@bbcworldservice
@seiclimate
@shiokmeats
@seiresearch
@practicalaction

Top Mentioned in G8:
@smartgrowthuk
@ourwestgate
@riversideros
@joewstanley
@envagency
@defragovuk
@saveoldmaltonc1
@watervole
@commonspac
@rosiep4

Top Mentioned in G9:
@kas_kenya
@kanuparty_ke
@faowhocodex
@faogambia
@hkroeun
@hlpe_cfs
@dragofix
@debarlinea
@sieugreen
@faophilippines

Top Mentioned in G10:
@jimbair62221006
@anikamolesworth
@steampoweredshw
@ubiquitousb
@truesciencesays
@smartgrowthuk
@slycantrust
@jilledmondson25
@presandberg
@wenderkind

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@dichristine
@chidambara09
@akpolyme
@_redfrog
@viralvideovlogs
@john1966olsen
@nsaidian
@daily_express
@httweets

Top Tweeters in G1:
@ailsaforshaw
@margarethollin1
@risingkashmir
@enkil_world
@vivianharris45
@anthonylee59
@kaenkay
@ianyorston
@theblacklist
@euromonitor

Top Tweeters in G2:
@anselmonadir
@wonam6
@geographerdc
@anupamkpandey
@sdg2030
@marianatrobosky
@agrobiodiverse
@globalunion3
@luisfran09
@nikkifirewall

Top Tweeters in G3:
@dichristine
@fabriciosx
@vanguardngrnews
@nytimes
@equi_noctis
@thisweekinnepal
@financialpost
@iserve2050
@cocoxochitl
@physorg_com

Top Tweeters in G4:
@zulaqi
@tolonews
@geoffobbo13
@vijaysrao
@frentecivico
@un
@manjarcajacho
@singlecellmedia
@regina21760289
@jha_yatendra

Top Tweeters in G5:
@remisossou
@rtgd7784
@breadyoung3303
@jacqueshoussou2
@kshgo77
@nzlee69
@mirallahallah1
@sunheej66
@siper00700
@goodtime84

Top Tweeters in G6:
@s_total_s2
@turkiye_1903
@gezgintrk
@alykhansatchu
@mark45dominic
@pucemargine
@kostian_v
@aphclarkson
@cairowire
@geromanat

Top Tweeters in G7:
@jfsebastian146
@o_g_log
@samljpage
@bbcworld
@mwt2008
@financialtimes
@imagine_garden
@loretrul
@ft
@omegaincyber

Top Tweeters in G8:
@uncleprober
@annetteashley61
@hullfair
@peggymel2001
@whatmollysaid
@itshazimazman
@greenbeltsal
@rolandbasilides
@watervole
@nillie

Top Tweeters in G9:
@danielmaithyake
@crazydreamer254
@itskiprotich1
@dragofix
@its_vus
@meowwsss
@rsarhhh
@_ngatia_
@ein_news
@newfxfs

Top Tweeters in G10:
@botfemale
@eco1start
@jane__eden
@hl10pm
@luluonti
@hanslak
@b0tsci
@janggolan
@takvera
@avonturenbus


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