FoodSecurity, Twitter, 12/30/2021 10:51:19 AM, 269197


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FoodSecurity_2021-12-29_22-50-40.xlsx
FoodSecurity_2021-12-29_22-50-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 30, 2021
Short Description:
FoodSecurity via NodeXL https://bit.ly/3pNcQFb
@fao
@lochoffs
@funcfood_pod
@ourwestgate
@jfsebastian146
@nutritionrobot
@growfurther_
@gillkareem
@igrownews0
@imrankhanpti

Top hashtags:
#foodsecurity
#agriculture
#uganda
#isdb
#climatechange
#food
#climatecrisis

Description:
Description
The graph represents a network of 3,005 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, 30 December 2021 at 06:57 UTC.

The requested start date was Thursday, 30 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 6-hour, 11-minute period from Thursday, 16 December 2021 at 01:52 UTC to Wednesday, 29 December 2021 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 : 3005
Unique Edges : 1935
Edges With Duplicates : 4412
Total Edges : 6347
Number of Edge Types : 5
Mentions : 1032
Retweet : 1866
MentionsInRetweet : 2625
Tweet : 735
Replies to : 89
Self-Loops : 766
Reciprocated Vertex Pair Ratio : 0.0187116564417178
Reciprocated Edge Ratio : 0.0367359229147847
Connected Components : 528
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 1244
Maximum Edges in a Connected Component : 3481
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.601884
Graph Density : 0.000367895495966554
Modularity : 0.533706
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,005 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, 30 December 2021 at 06:57 UTC.

The requested start date was Thursday, 30 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 6-hour, 11-minute period from Thursday, 16 December 2021 at 01:52 UTC to Wednesday, 29 December 2021 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:
[16] https://granitejoy.com/aead69063d4008e67c4362d8b90d8ccdf/?sid1=&irgwc=1&sid3=362137-&sid2=
[8] https://allafrica.com/view/group/main/main/id/00080575.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabljpw
[8] https://foodfirstmi.org/
[7] http://nilepost.co.ug/2021/12/18/ugandans-urged-to-embrace-climate-smart-agriculture-to-avert-decline-in-gdp/
[7] https://pages.razorpay.com/DonationsforURMI
[7] http://www.juno.dti.ne.jp/tkitaba/agrifood/foodsecurity/news/13062701.htm
[7] https://podcasts.apple.com/us/podcast/food-first/id1275165507
[7] https://www.iheart.com/podcast/269-food-first-78408625/
[7] https://theconversation.com/how-climate-change-and-extreme-weather-may-lead-to-food-shortages-and-escalating-prices-172646
[6] https://twitter.com/i/spaces/1kvKpABkVQLGE

Top URLs in Tweet in G1:
[3] https://www.isdb.org/news/isdb-board-of-executive-directors-approved-us-16-billion-of-funding-for-24-new-projects-in-19-member-countries-in-africa-asia-europe
[1] https://twitter.com/nbstv/status/1472641335098232839

Top URLs in Tweet in G2:
[3] https://globallandcare.org/christmas-giving/
[2] https://krishijagran.com/agriculture-world/niti-aayog-signs-agreement-with-un-world-food-programme-to-diversify-food-baskets/
[2] https://www.instagram.com/accounts/login/
[1] https://apfoodonline.com/federal-regulators-will-make-food-supply-chain-shortages-worse/
[1] https://thegrowingpeaceproject.org
[1] https://twitter.com/FAOAfrica/status/1470711812861702146
[1] https://www.microloanfoundation.org.uk/donate/
[1] https://www.stripes.com/theaters/us/2021-12-15/darpa-cornucopia-air-water-microbe-foods-military-deployments-3978766.html
[1] https://www.vfmk.org/books/banal-complexities-philomena-plus
[1] https://www.earthobservatory.nasa.gov/images/149183/the-nile-deltas-disappearing-farmland

Top URLs in Tweet in G3:
[1] https://twitter.com/churchofengland/status/1473694324797886480
[1] https://twitter.com/jackscottkent/status/1473560185792782337
[1] https://twitter.com/uksustain/status/1475764317098229761
[1] https://www.theguardian.com/world/2021/dec/22/mcdonalds-rations-fries-in-japan-due-to-potato-shortage?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1640145042
[1] https://twitter.com/evsthetractor/status/1473772084878848009
[1] https://twitter.com/sirrogergale/status/1471745065240477697
[1] https://twitter.com/ourwestgate/status/1464942573450145793
[1] https://twitter.com/bbcr4today/status/1475738541586063366
[1] https://news.trust.org/item/20211227044619-5tdtv/
[1] https://www.cbc.ca/news/canada/manitoba/crop-yield-stats-canada-1.6284026

Top URLs in Tweet in G4:
[7] https://pages.razorpay.com/DonationsforURMI
[5] https://www.youtube.com/watch?v=t-vpizNCgnU&feature=youtu.be

[3] https://reliefweb.int/report/world/africa-regional-overview-food-security-and-nutrition-2021?utm_content=buffer93b37&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.fao.org/3/cb8063en/cb8063en.pdf
[3] https://foodtank.com/news/2021/12/this-mission-led-business-is-finding-climate-solutions-with-lentils-peas-and-beans/?utm_content=bufferdc893&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.scmp.com/economy/china-economy/article/3161179/china-food-security-vow-boost-2022-soybean-output-sets-stage
[2] https://fb.me/e/1KKvBZD8F
[2] https://www.newindianexpress.com/opinions/2021/dec/26/food-security-enigma-child-malnutrition-high-despite-economic-growth-2399843.html?utm_content=buffer95a28&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.agritecture.com/blog/2021/12/21/from-farm-to-kitchen-the-environmental-impacts-of-us-food-waste
[2] https://www.worldbank.org/en/news/feature/2021/12/16/5-key-issues-in-agriculture-in-2021

Top URLs in Tweet in G5:
[3] https://socialprotection.org/subscribe-podcast-alerts
[2] https://www.theguardian.com/global-development/2021/dec/25/a-seed-for-all-seasons-can-ancient-methods-future-proof-food-security-in-the-andes
[2] http://Phys.org
[1] https://youtu.be/7LNniKWDbx0
[1] https://www.cgiar.org/news-events/news/the-intelligent-approach-to-make-genetic-innovations-count-for-sustainable-development/
[1] https://youtu.be/deS5C_CfnA8
[1] http://www.greenfactsafricamedia.org
[1] https://visionofhumanity.org/reports
[1] https://www.cimmyt.org/news/scientists-bridge-theory-and-practice-to-boost-climate-resilience-in-wheat/
[1] https://linkinghub.elsevier.com/retrieve/pii/S1360138513001994

Top URLs in Tweet in G6:
[3] https://nation.com.pk/14-Dec-2021/adb-approves-dollar-200mln-loan-for-punjab-irrigation-uplift
[2] https://www.bbc.com/news/uk-northern-ireland-59627595
[2] https://www.reuters.com/markets/commodities/food-running-out-philippine-typhoon-survivors-warn-2021-12-21/
[1] https://twitter.com/wsferries/status/1475554541714112513
[1] https://www.bbc.com/news/uk-scotland-south-scotland-59669263
[1] https://www.bbc.com/news/uk-scotland-59795857
[1] https://twitter.com/wsferries/status/1471278914861363201
[1] https://twitter.com/EDP24/status/1475513821720580099
[1] https://www.reuters.com/markets/commodities/bird-flu-kills-thousands-cranes-israels-worst-wildlife-disaster-2021-12-27/
[1] https://twitter.com/wsferries/status/1471516431959277577

Top URLs in Tweet in G7:
[2] https://www.csis.org/analysis/after-unfss-how-should-united-states-support-global-food-systems-transformation-low-income
[1] https://www.fao.org/fileadmin/templates/cfs/Docs2021/Bur/210929_Bur/CFS_Bureau_Mtg_29_Sept_final.pdf
[1] https://twitter.com/BayaniRachel/status/1463101528110100488
[1] https://scalingupnutrition.org/news/call-for-urgent-and-at-scale-action-to-avert-rising-hunger-and-risk-of-famine-in-over-20-countries/?utm_medium=email&utm_campaign=SUN%20Movement%20Newsletter%20-%20March%202021&utm_content=SUN%20Movement%20Newsletter%20-%20March%202021+CID_3c33ceb4560a85d19ca4d2ee19f03188&utm_source=Email%20marketing%20software&utm_term=Read%20more
[1] https://twitter.com/lafaimexpl/status/1473188254463713282
[1] https://twitter.com/gabrielferrero1/status/1471188025887674370
[1] https://twitter.com/UN_CFS/status/1471441809398132736
[1] https://twitter.com/un_cfs/status/1475362933689368576
[1] https://www.csis.org/podcasts/reset-table
[1] https://www.csis.org/analysis/haitian-migration-food-insecurity-fragility-and-better-way-forward

Top URLs in Tweet in G8:
[16] https://granitejoy.com/aead69063d4008e67c4362d8b90d8ccdf/?sid1=&irgwc=1&sid3=362137-&sid2=
[1] https://twitter.com/GuardianAus/status/1476051776700919810
[1] https://www.cbc.ca/radio/asithappens/as-it-happens-the-tuesday-edition-1.6057710/california-s-drought-is-hitting-farmers-hard-and-it-could-impact-your-grocery-bills-1.6057713?__vfz=medium%3Dsharebar
[1] https://twitter.com/CarymaRules/status/1370493929053904897
[1] https://enoughforall.ca/articles/effectively-navigating-the-storm

Top URLs in Tweet in G9:
[1] https://www.cnn.com/2021/11/17/opinions/americans-getting-the-worst-of-the-inflation-fielding-singh-raskind/index.html
[1] https://nypost.com/2021/12/18/how-inflation-is-squeezing-american-families-at-christmas/
[1] https://www.bbc.com/news/entertainment-arts-42322936
[1] https://www.youtube.com/watch?v=zwMLWxJFgd4&list=PLW949C2pX3Kkrzx8TnkupTKyzofG6QoRV&index=3

[1] https://m.tiktok.com/v/6987823573603831045.html?_d=secCgwIARCbDRjEFSADKAESPgo83VwL%2FLIQbZ9UhHwbvqEbwGIOX4ZThT4ku3aFUxV5s%2F5Edj%2FReMjEiVHc5sdReikUJ6afCFPUh6xxltP%2BGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAscl7aeSxS81EGsJ1ujAZ_U_FakWxnh5iJSbcSGjHdxngcEb8Xz532WO3jViPn7fP&share_app_id=1233&share_item_id=6987823573603831045&share_link_id=a5c474c4-56fc-4e10-bf63-83ebf574c474&source=h5_m×tamp=1640291936&u_code=dla8jb1k98magi&user_id=7022574417662739462&utm_campaign=client_share&utm_medium=android&utm_source=twitter
[1] https://m.tiktok.com/v/7041703690662661382.html?_d=secCgwIARCbDRjEFSADKAESPgo8jK9mN4e5G38voDzDfmis2z9ZoZ3F8hN8Y4KeyXcruo1941EZtwTtUR8R%2BdyiY1jkQYW9E1dUSDPc%2B25CGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAscl7aeSxS81EGsJ1ujAZ_U_FakWxnh5iJSbcSGjHdxngcEb8Xz532WO3jViPn7fP&share_app_id=1233&share_item_id=7041703690662661382&share_link_id=7ba90cf1-5414-4d71-94c7-a5af15b3258e&source=h5_m×tamp=1640291024&u_code=dla8jb1k98magi&user_id=7022574417662739462&utm_campaign=client_share&utm_medium=android&utm_source=twitter
[1] https://foodlifeline.org/volunteer/
[1] https://twitter.com/jan_dutkiewicz/status/1473721998761152525
[1] https://roanoke.com/opinion/commentary/best-build-back-better-and-keep-building-to-improve-school-meals/article_68500092-5d50-11ec-ab0e-53244d367418.html
[1] https://twitter.com/MayorInnovation/status/1473002769632092164

Top URLs in Tweet in G10:
[4] https://www.youtube.com/watch?v=xdnNkDKds-4&feature=youtu.be

[3] https://www.youtube.com/watch?v=wxZu0EU32hY&feature=youtu.be

[3] https://channels.ft.com/foodrevolution/vertical-farming-future
[2] https://www.youtube.com/watch?v=15DaSF9naKI&feature=youtu.be

[2] https://www.youtube.com/watch?v=BVz1RnyQT_w&feature=youtu.be

[2] https://www.cnbc.com/2021/12/16/infarm-vertical-farming-firm-valued-at-over-1-billion-by-investors.html?Cmpid=2322202_Beyond%20the%20Valley%2017%20December%202021&dm_i=42XP,1DRTM,5KY9JT,516HD,1
[2] https://www.youtube.com/watch?v=YWRLIwgUzBQ&feature=youtu.be

[1] https://www.bridportfoodmatters.net/news-and-events/
[1] https://www.seedingourfuture.org.uk/food-and-farming
[1] https://www.bridportfoodmatters.net/

Top Domains
Top Domains in Tweet in Entire Graph:
[172] twitter.com
[55] youtube.com
[39] igrow.news
[16] linkedin.com
[16] granitejoy.com
[14] fao.org
[13] co.uk
[12] reliefweb.int
[11] theguardian.com
[11] elsevier.com

Top Domains in Tweet in G1:
[3] isdb.org
[1] twitter.com

Top Domains in Tweet in G2:
[32] twitter.com
[10] linkedin.com
[5] youtube.com
[3] globallandcare.org
[3] krishijagran.com
[3] thechicagocouncil.org
[3] technavio.com
[2] co.uk
[2] cbc.ca
[2] instagram.com

Top Domains in Tweet in G3:
[9] twitter.com
[1] theguardian.com
[1] trust.org
[1] cbc.ca
[1] mongabay.com
[1] agriculture.com
[1] nikkei.com
[1] soilassociation.org
[1] co.uk

Top Domains in Tweet in G4:
[11] reliefweb.int
[9] youtube.com
[7] razorpay.com
[6] fao.org
[5] scmp.com
[5] worldbank.org
[5] twitter.com
[3] foodtank.com
[2] fb.me
[2] newindianexpress.com

Top Domains in Tweet in G5:
[5] twitter.com
[4] cgiar.org
[3] socialprotection.org
[3] mailchi.mp
[2] youtu.be
[2] theguardian.com
[2] phys.org
[2] youtube.com
[1] greenfactsafricamedia.org
[1] visionofhumanity.org

Top Domains in Tweet in G6:
[16] twitter.com
[4] bbc.com
[3] reuters.com
[3] com.pk
[2] dawn.com
[1] allianzgi.com

Top Domains in Tweet in G7:
[8] twitter.com
[5] csis.org
[2] fao.org
[1] scalingupnutrition.org
[1] siani.se
[1] rural21.com
[1] biovision.ch
[1] youtube.com
[1] slu.se

Top Domains in Tweet in G8:
[16] granitejoy.com
[2] twitter.com
[1] cbc.ca
[1] enoughforall.ca

Top Domains in Tweet in G9:
[2] tiktok.com
[2] twitter.com
[1] cnn.com
[1] nypost.com
[1] bbc.com
[1] youtube.com
[1] foodlifeline.org
[1] roanoke.com
[1] wyomingfoodbank.org

Top Domains in Tweet in G10:
[39] igrow.news
[18] youtube.com
[3] verticalfarmdaily.com
[3] ft.com
[3] twitter.com
[2] bridportfoodmatters.net
[2] channelnewsasia.com
[2] ac.uk
[2] co.uk
[2] cnbc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1658] foodsecurity
[169] agriculture
[160] uganda
[157] isdb
[156] climatechange
[111] food
[92] climatecrisis
[76] environment
[75] verticalfarming
[68] foodsystems



Top Hashtags in Tweet in G1:
[149] isdb
[149] uganda
[58] nigeria
[7] foodsecurity
[4] mali
[1] women
[1] poverty
[1] climate
[1] water

Top Hashtags in Tweet in G2:
[228] foodsecurity
[33] food
[32] agriculture
[16] climatechange
[11] farming
[7] china
[7] sustainability
[6] innovation
[5] hunger
[5] africa

Top Hashtags in Tweet in G3:
[37] foodsecurity
[2] foodblogger
[2] china
[1] straw
[1] hay
[1] manger
[1] fields
[1] shepherds
[1] sheep
[1] saveourfields

Top Hashtags in Tweet in G4:
[120] foodsecurity
[28] nutrition
[21] agriculture
[18] africa
[13] china
[12] climatechange
[9] farming
[7] nowreading
[7] income
[6] cropland

Top Hashtags in Tweet in G5:
[56] foodsecurity
[35] climatechange
[12] environment
[9] healthysoils
[7] merrychristmas
[7] happynewyear
[6] innovation
[6] tunisia
[6] pine
[5] nature

Top Hashtags in Tweet in G6:
[85] foodsecurity
[64] pakistan
[19] farms
[15] us
[15] wa
[15] sanjuanislands
[15] sanjuanisland
[15] fridayharbor
[15] rocheharbor
[15] orcasisland

Top Hashtags in Tweet in G7:
[40] foodsecurity
[17] foodsystems
[11] climate
[11] ecology
[7] unfss2021
[6] nutrition
[4] cfshighlights
[4] agriculture
[4] food
[3] climatechange

Top Hashtags in Tweet in G8:
[13] foodsecurity
[13] givingtuesday2021
[13] foodforthepoor
[13] ad
[4] maid
[4] billc7
[4] affordablehousing
[4] rentcaps
[4] socialmurder
[3] food

Top Hashtags in Tweet in G9:
[17] foodsecurity
[4] melrosema
[3] endhunger
[2] foodaccess
[2] tiktok
[2] buildbackbetter
[2] foodequity
[1] foodrescue
[1] endfoodwaste
[1] foodjustice

Top Hashtags in Tweet in G10:
[91] foodsecurity
[71] verticalfarming
[54] hydroponics
[50] indoorfarming
[42] newsprovider
[24] urbanfarming
[16] agrivertical
[14] verticalfarm
[13] agriculture
[13] health

Top Words
Top Words in Tweet in Entire Graph:
[1651] #foodsecurity
[732] food
[262] more
[207] isdb_group
[174] providing
[169] #agriculture
[165] irrigation
[164] aims
[162] regions
[160] #uganda

Top Words in Tweet in G1:
[207] isdb_group
[149] dev
[149] #isdb
[149] providing
[149] #uganda
[148] 86
[148] mln
[148] finance
[148] irrigation
[148] schemes

Top Words in Tweet in G2:
[228] #foodsecurity
[77] food
[33] #food
[32] #agriculture
[17] more
[16] #climatechange
[13] global
[13] security
[11] #farming
[11] need

Top Words in Tweet in G3:
[88] houses
[86] ourwestgate
[60] 2000
[60] grade
[53] jimbair62221006
[50] land
[48] food
[48] over
[45] reminder
[45] covering

Top Words in Tweet in G4:
[120] #foodsecurity
[34] food
[33] fao
[28] #nutrition
[21] security
[21] #agriculture
[20] unwfp_india
[19] 2021
[18] #africa
[17] summit

Top Words in Tweet in G5:
[56] #foodsecurity
[35] #climatechange
[25] food
[17] istaseedtesting
[15] more
[15] important
[12] #environment
[10] diversity
[10] everyone
[10] sustainable

Top Words in Tweet in G6:
[120] 's
[85] #foodsecurity
[64] #pakistan
[61] pakpmo
[61] imrankhanpti
[60] under
[60] mission
[60] governmentkp
[60] delivering
[60] results

Top Words in Tweet in G7:
[40] #foodsecurity
[24] food
[17] #foodsystems
[14] feed
[12] foodsystems
[12] 2021
[11] #climate
[11] #ecology
[11] make
[11] progress

Top Words in Tweet in G8:
[41] food
[38] one
[26] put
[25] far
[25] many
[25] albertans
[25] struggling
[25] table
[25] something
[25] worry

Top Words in Tweet in G9:
[17] #foodsecurity
[16] food
[5] the_food_drive
[5] hunger
[4] #melrosema
[4] shoutout
[4] items
[4] foodbankscanada
[3] thanks
[3] hosting

Top Words in Tweet in G10:
[91] #foodsecurity
[71] #verticalfarming
[69] igrownews0
[65] more
[54] follow
[54] #hydroponics
[50] #indoorfarming
[46] food
[42] #newsprovider
[34] vertical

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[156] unyama,namulu
[156] namulu,sipi
[155] #isdb,providing
[155] providing,86
[155] 86,mln
[155] mln,#uganda
[155] #uganda,finance
[155] finance,irrigation
[155] irrigation,schemes
[155] schemes,dev

Top Word Pairs in Tweet in G1:
[148] #isdb,providing
[148] providing,86
[148] 86,mln
[148] mln,#uganda
[148] #uganda,finance
[148] finance,irrigation
[148] irrigation,schemes
[148] schemes,dev
[148] dev,unyama
[148] unyama,namulu

Top Word Pairs in Tweet in G2:
[12] food,security
[8] #food,#foodsecurity
[8] #agriculture,#foodsecurity
[7] #foodsecurity,#agriculture
[6] global,landcare
[5] food,systems
[5] #investinmeat,#redmeatcattle
[5] #redmeatcattle,#australiaindonesia
[5] #australiaindonesia,#foodsecurity
[4] holiday,season

Top Word Pairs in Tweet in G3:
[60] 2000,houses
[45] reminder,2000
[45] houses,covering
[45] covering,grade
[45] grade,land
[45] land,permission
[45] permission,given
[45] given,over
[45] over,1700
[45] 1700,acres

Top Word Pairs in Tweet in G4:
[15] #foodsecurity,#nutrition
[15] food,security
[10] tune,bishowparajuli
[10] bishowparajuli,unwfp_india
[10] unwfp_india,joins
[10] joins,eminent
[10] eminent,panel
[10] panel,experts
[10] experts,7th
[10] 7th,ihw

Top Word Pairs in Tweet in G5:
[9] need,cherish
[9] cherish,ground
[9] ground,beneath
[9] beneath,feet
[9] feet,istaseedtesting
[9] istaseedtesting,reminds
[9] reminds,everyone
[9] everyone,benefits
[9] benefits,#healthysoils
[9] #climatechange,#foodsecurity

Top Word Pairs in Tweet in G6:
[60] under,pakpmo
[60] pakpmo,imrankhanpti
[60] imrankhanpti,'s
[60] 's,mission
[60] mission,#pakistan
[60] #pakistan,'s
[60] 's,#foodsecurity
[60] #foodsecurity,governmentkp
[60] governmentkp,delivering
[60] delivering,results

Top Word Pairs in Tweet in G7:
[11] #foodsecurity,#climate
[11] #climate,#ecology
[11] #ecology,make
[11] make,progress
[11] progress,2021
[11] 2021,rapid
[11] rapid,transformation
[11] transformation,#foodsystems
[10] futureforall,#foodsecurity
[9] food,systems

Top Word Pairs in Tweet in G8:
[25] far,many
[25] many,albertans
[25] albertans,struggling
[25] struggling,put
[25] put,food
[25] food,table
[25] table,something
[25] something,one
[25] one,worry
[24] basicincomeab,far

Top Word Pairs in Tweet in G9:
[3] huge,shoutout
[3] shoutout,amanda
[3] amanda,waterman
[3] waterman,kristi
[3] kristi,burkholder
[3] burkholder,neighborhood
[3] neighborhood,collecting
[3] collecting,items
[3] items,breadmalden's
[3] food,security

Top Word Pairs in Tweet in G10:
[54] follow,igrownews0
[53] igrownews0,more
[50] more,#hydroponics
[45] #hydroponics,#indoorfarming
[42] #indoorfarming,#newsprovider
[41] #newsprovider,#verticalfarming
[39] #verticalfarming,#foodsecurity
[22] vertical,farming
[16] #agrivertical,#verticalfarming
[14] #verticalfarming,#verticalfarm

Top Replied-To
Top Replied-To in Entire Graph:
@walkerbragman
@foodsecurity_ie
@kyminasitech
@wfp
@ktrtrs
@joewstanley
@mrmatthewtodd
@proftimlang
@uk_karen
@cipotato

Top Replied-To in G3:
@britishsave
@uk_karen
@proftimlang
@mrmatthewtodd
@joewstanley
@herdyshepherd1

Top Replied-To in G4:
@wfp

Top Replied-To in G5:
@cipotato
@howemill

Top Replied-To in G7:
@un
@gashemajanvier
@fao

Top Replied-To in G9:
@the_food_drive
@dbe_sa
@secvilsack

Top Replied-To in G10:
@cmstransportsys

Top Mentioned
Top Mentioned in Entire Graph:
@isdb_group
@ourwestgate
@imrankhanpti
@cleanboss2
@pakpmo
@_globalcrisis_
@creativescty
@governmentkp
@evebagger
@faisalaminkhan

Top Mentioned in G1:
@isdb_group

Top Mentioned in G2:
@newzug
@bluegreen_labs
@mohhsa1
@kampalareport
@mssshussain

Top Mentioned in G3:
@ourwestgate
@jimbair62221006
@saveoldmaltonc1
@defragovuk
@dlclough
@joewstanley
@herdyshepherd1
@britishsave
@rosiep4
@proftimlang

Top Mentioned in G4:
@fao
@unwfp_india
@mealennialindia
@bishowparajuli
@scottishladki
@worldbank
@faoknowledge
@growfurther_
@josefasacko
@dr_andy_nelson

Top Mentioned in G5:
@istaseedtesting
@greenafricamed1
@cimmyt
@cipotato
@cgiar
@rmandavid1
@kossiadjah
@fbagbo
@noradno
@biovintciat_eng

Top Mentioned in G6:
@pakpmo
@imrankhanpti
@governmentkp
@faisalaminkhan
@sanjuancountywa
@wacounties
@johnochan3
@bbcnews
@reuters
@eadgop

Top Mentioned in G7:
@foodsystems
@futureforall
@un_cfs
@un
@okkoech
@siminfa
@bahaibic
@fao
@planttreaty
@faoinvest

Top Mentioned in G8:
@basicincomeab
@fordnation
@health_enviro
@ailsaforshaw
@stopsprawlhalt1
@charcoalepitaph
@justintrudeau
@cardinia_food
@suekleve

Top Mentioned in G9:
@the_food_drive
@breadmalden
@foodbankscanada
@foodsecurityuk
@foodsecurecan
@usda
@anitas_organic
@beaconhillwine
@wholefoods
@foodsecurity_za

Top Mentioned in G10:
@igrownews0
@youtube
@agrivertical
@greenbuildsys
@johnhennry904
@ironoxfarms
@itsmasaku
@olayimikafarms
@financialtimes
@ft

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@edinburghwatch
@akpolyme
@mhall55nine
@caligirlleftie
@dawnclark6
@viralvideovlogs
@john1966olsen
@nsaidian
@httweets

Top Tweeters in G1:
@harsiwarju
@olaahmeddayo
@ezeasorije
@dotuncoker
@naijama
@uwizeyeblair
@alexanderrudol3
@opolotjohnpaul
@ugaman01
@ridhorahadi

Top Tweeters in G2:
@speak4tomorrow
@dhakatribune
@david_indeje
@margaret_ruane
@ga_richardson
@dangarrett97
@suncemore1
@bazzio101
@liamthebrewer
@ecobearwitness

Top Tweeters in G3:
@broomstick33
@18diannem
@andrew_s_hatton
@peteraf1
@alfredgliddon
@slytwain
@greenbeltsal
@coolgrey
@karmageddon67
@rolandbasilides

Top Tweeters in G4:
@business
@syawal
@philstarnews
@ineeshadvs
@gauravsaha
@entrepreneur
@cocoxochitl
@tinyikohalimani
@auc31
@nutritionrobot

Top Tweeters in G5:
@jfsebastian146
@biconnections
@wavetop
@aethelflaed
@lesliemaggie
@ifamagazine
@daliakhojely
@cgiar
@jamesjumba
@mweinraub87

Top Tweeters in G6:
@reuters
@salman0800
@bbcnews
@ayaz_khan007
@chuckdalldorf
@rehanahmed_92
@ranaomer
@alirazatweets
@ptiofficial
@abidtd

Top Tweeters in G7:
@mbrmark
@greene_thoughts
@un
@undp
@unbiodiversity
@unfccc
@the_organic_guy
@charles_tellier
@sianiagri
@shahriyargourgi

Top Tweeters in G8:
@wavetossed
@dianneathome
@ailsaforshaw
@boogwinchester
@jchilton666
@csspostal
@agperiurban
@fmcmurran
@pinky22p
@gangubi

Top Tweeters in G9:
@wholefoods
@aapremlall
@andrealearned
@cbcadrianh
@goodlifevan
@cbcworldnews
@lhocreations
@climatecentral
@climatekeith
@applegate

Top Tweeters in G10:
@dawnroseturner
@financialtimes
@imagine_garden
@ft
@virginianpilot
@melbourne_7
@blackfarmerlink
@brookmanknight
@oikos_solutions
@iamthegreeny


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