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tech4good_2021-11-27_11-24-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 27, 2021
Short Description:
tech4good via NodeXL https://bit.ly/310kSkr
@thepeopleshubuk
@sallyeaves
@enilev
@chidambara09
@globaliqx
@googleexpertuk
@cudos_
@billmew
@rottamotta
@marshacollier

Top hashtags:
#tech4good
#sustainability
#sdgs
#ai
#iot
#cudos
#unitednations
#blockchain

Description:
Description
The graph represents a network of 1,493 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 27 November 2021 at 19:25 UTC.

The requested start date was Saturday, 27 November 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, 0-minute period from Saturday, 13 November 2021 at 08:34 UTC to Friday, 26 November 2021 at 14:35 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 : 1493
Unique Edges : 1276
Edges With Duplicates : 3079
Total Edges : 4355
Number of Edge Types : 5
Retweet : 919
MentionsInRetweet : 1905
Tweet : 246
Mentions : 1246
Replies to : 39
Self-Loops : 283
Reciprocated Vertex Pair Ratio : 0.0365033621517771
Reciprocated Edge Ratio : 0.0704355885078777
Connected Components : 160
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 756
Maximum Edges in a Connected Component : 3043
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.83653
Graph Density : 0.000968774746852604
Modularity : 0.45898
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,493 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 27 November 2021 at 19:25 UTC.

The requested start date was Saturday, 27 November 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, 0-minute period from Saturday, 13 November 2021 at 08:34 UTC to Friday, 26 November 2021 at 14:35 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 : tech4good
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:
[19] https://www.weforum.org/agenda/2021/06/4-technologies-accelerating-green-hydrogen-revolution/?utm_content=buffer9371a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://www.laptops4learning.co.uk/
[11] https://www.theglobeandmail.com/investing/personal-finance/taxes/article-four-ways-to-help-out-your-favourite-charity-with-life-insurance/?utm_content=bufferc876f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.sales4good.co.uk/
[10] https://www.huawei.com/en/tech4all/stories/italy-biodiversity
[8] https://blog.huawei.com/2021/11/10/5g-trends-network-xr-5gtob-green/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[8] https://twitter.com/GoogleExpertUK/status/1332458086829846536
[7] https://www.technologydecisions.com.au/content/it-management/article/how-artificial-intelligence-can-support-lean-it-teams-1162397027?utm_content=buffere1dcd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://open.spotify.com/show/2HcRJaiXBgsxOy9yZXnpd8?si=3d7e4088cfbb4449
[6] https://www.raconteur.net/report/path-greener-future/

Top URLs in Tweet in G1:
[8] https://twitter.com/GoogleExpertUK/status/1332458086829846536
[1] https://sociallyhomes.com/community.html
[1] https://twitter.com/MissAmyVarle/status/1440977999793463296
[1] https://sociallyhomes.com/press.html
[1] https://www.searchenginewatch.com/2021/04/16/the-search-dilemma-looking-beyond-googles-third-party-cookie-death/
[1] https://www.sociallyhomes.com/store/p1/festivenetworking.html
[1] https://twitter.com/ThePracticalDev/status/801505634260754432
[1] https://twitter.com/PlantSwatch1/status/1276250275586736128
[1] https://twitter.com/ThePeoplesHubUK/status/1353346867741007872
[1] https://twitter.com/ThePeoplesHubUK/status/1346192899252383745

Top URLs in Tweet in G2:
[17] https://www.weforum.org/agenda/2021/06/4-technologies-accelerating-green-hydrogen-revolution/?utm_content=buffer9371a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.theglobeandmail.com/investing/personal-finance/taxes/article-four-ways-to-help-out-your-favourite-charity-with-life-insurance/?utm_content=bufferc876f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.technologydecisions.com.au/content/it-management/article/how-artificial-intelligence-can-support-lean-it-teams-1162397027?utm_content=buffere1dcd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.cnn.com/videos/business/2021/11/23/marketplace-africa-oracle-digital-transformation-spc.cnn?utm_content=buffer2e6da&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://elements.visualcapitalist.com/rare-earth-elements-where-in-the-world-are-they/?utm_content=bufferf34a9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/anand_narang/status/1415874633710985217
[2] https://news.samsung.com/global/samsung-ai-forum-2021-advancing-ai-technologies-that-can-help-humankind?utm_content=buffereb1d0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.weforum.org/agenda/2020/11/cocoa-chocolate-supply-chain-business-bar-africa-exports
[1] https://singularityhub.com/2021/11/11/these-earth-friendly-houses-are-assembled-like-ikea-furniture/
[1] https://twitter.com/RiskNet_REG/status/1459199811266269193

Top URLs in Tweet in G4:
[3] https://medium.com/cudos/cudos-labs-development-update-18-11-2021-9b8f372a5cd8
[3] https://medium.com/cudos/title-cudos-labs-development-update-25-11-2021-b5a97bb6047b
[2] https://cointelegraph.com/press-releases/cosmostation-joins-the-cudos-ecosystem-as-a-validator
[2] https://medium.com/cudos/you-can-now-trade-cudos-on-the-crypto-exchange-coinfield-ff285efd2cda
[2] https://cointelegraph.com/press-releases/cudos-and-tingo-vow-to-end-the-poverty-premium-with-a-huge-partnership
[2] https://www.cudos.org/
[2] https://medium.com/cudos/project-artemis-phase-two-successful-upgrade-and-final-chance-to-join-baf99d216d6e
[2] https://medium.com/cudos/blockchain-technology-will-transform-africas-payment-landscape-can-it-also-tackle-poverty-875161a24602
[2] https://medium.com/cudos/build-a-smart-contract-on-the-cudos-network-part-2-set-up-a-project-%EF%B8%8F-e61b674501c1
[2] https://medium.com/cudos/imagining-the-new-normal-remote-work-and-decentralisation-in-a-post-covid-world-part-1-e1d53068f333

Top URLs in Tweet in G5:
[1] https://www.socialfinance.org.uk/careers/vacancies/manager-data-and-digital
[1] https://wearehorizontal.org/jobs/mobile-dev/
[1] https://www.eventbrite.co.uk/e/girls-into-coding-join-us-get-involved-in-person-event-tickets-193524004507

Top URLs in Tweet in G6:
[1] https://link.medium.com/1r40TFeaUfb

Top URLs in Tweet in G7:
[6] https://www.raconteur.net/report/path-greener-future/
[5] https://robtiffanydigital.com/sdg3-ensure-healthy-lives-and-promote-well-being-for-all-at-all-ages/?utm_source=twitter&utm_medium=social&utm_campaign=social
[5] https://robtiffanydigital.com/sdg11-make-cities-and-human-settlements-inclusive-safe-resilient-and-sustainable/?utm_source=twitter&utm_medium=social&utm_campaign=social
[5] https://robtiffanydigital.com/sdg10-reduce-inequality-within-and-among-countries/?utm_source=twitter&utm_medium=social&utm_campaign=social
[5] https://robtiffanydigital.com/sdg1-end-poverty-in-all-its-forms-everywhere/?utm_source=twitter&utm_medium=social&utm_campaign=social
[4] https://robtiffanydigital.com/sdg2-end-hunger-achieve-food-security-and-improved-nutrition-and-promote-sustainable-agriculture/?utm_source=twitter&utm_medium=social&utm_campaign=social
[4] https://robtiffanydigital.com/sdg5-achieve-gender-equality-and-empower-all-women-and-girls/?utm_source=twitter&utm_medium=social&utm_campaign=social
[4] https://robtiffanydigital.com/sdg7-ensure-access-to-affordable-reliable-sustainable-and-modern-energy-for-all/?utm_source=twitter&utm_medium=social&utm_campaign=social
[3] https://www.statista.com/chart/26140/water-stress-projections-global/
[3] https://www2.deloitte.com/global/en/pages/about-deloitte/articles/climate-exchange.html

Top URLs in Tweet in G8:
[3] https://support.office.com/en-us/article/welcome-to-microsoft-teams-b98d533f-118e-4bae-bf44-3df2470c2b12?ui=en-US&rs=en-US&ad=US
[2] https://www.nonprofitpro.com/article/is-your-nonprofit-ready-for-a-mobile-app/
[2] https://contentmx.com/b/page/page.php?u=blacktip&i=2300834
[2] https://www.microsoft.com/en-us/videoplayer/embed/RWtLbJ
[2] https://customers.microsoft.com/en-us/story/781356-tech4dev-nonprofit-office365-nigeria
[2] https://support.office.com/en-us/article/modern-workplace-training-a6a6714f-cc43-49cb-8cdc-cec773635898
[1] https://www.cnn.com/videos/business/2021/11/23/marketplace-africa-oracle-digital-transformation-spc.cnn?utm_content=buffer2e6da&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.theglobeandmail.com/investing/personal-finance/taxes/article-four-ways-to-help-out-your-favourite-charity-with-life-insurance/?utm_content=bufferc876f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://contentmx.com/b/page/page.php?u=burney510&i=2322914
[1] https://techmatters.org/podcast-episode-6-rebecca-masisak-techsoups-major-pivots/

Top URLs in Tweet in G9:
[5] https://www.huawei.com/en/tech4all/stories/italy-biodiversity
[2] https://kinderly.co.uk/2021/11/23/software-updates-eyfs-features-cohort-tracker/
[1] https://twitter.com/canteenaus/status/1459778125391446019
[1] https://www.maddyness.com/2021/06/26/nantes-startups-ecosysteme/
[1] https://dy.si/TJeRju
[1] https://www.linkedin.com/slink?code=g7DjBYUa
[1] https://dy.si/TvvxJn2
[1] https://www.amazon.com/gp/product/152257168X/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=152257168X&linkCode=as2&tag=kirkdborne-20&linkId=0660604e76075a769d009ea58f7d6024
[1] https://twitter.com/TheNextGenEnte2/status/1461413479261392904
[1] https://www.linkedin.com/slink?code=e36HjZ_j

Top URLs in Tweet in G10:
[8] https://blog.huawei.com/2021/11/10/5g-trends-network-xr-5gtob-green/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[6] https://blog.huawei.com/2021/11/11/intelligent-world-2030-experience-healthcare/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[4] https://blog.huawei.com/2021/11/02/brought-up-by-ai/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[3] https://blog.huawei.com/2021/11/17/covid-19-digital-drive-inclusion-inequality/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[3] https://blog.huawei.com/2021/11/18/zero-x-autonomy-future-optical-network-management/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[2] https://blog.huawei.com/2021/11/18/intelligent-world-2030-food-for-thought/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[2] https://blog.huawei.com/2021/11/12/new-step-forward-all-optical-autonomous-driving-networks/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[1] https://blog.huawei.com/2021/10/20/tech4good-seeds-future-students-smart-sign-language/
[1] https://www.weforum.org/agenda/2021/06/4-technologies-accelerating-green-hydrogen-revolution/?utm_content=buffer9371a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[64] twitter.com
[39] huawei.com
[37] co.uk
[32] robtiffanydigital.com
[30] medium.com
[20] weforum.org
[17] youtube.com
[16] wellthatsinteresting.tech
[13] linkedin.com
[11] theglobeandmail.com

Top Domains in Tweet in G1:
[14] twitter.com
[4] sociallyhomes.com
[1] searchenginewatch.com
[1] findingada.com
[1] thepeopleshub.org
[1] youtube.com

Top Domains in Tweet in G2:
[18] weforum.org
[10] theglobeandmail.com
[7] com.au
[7] twitter.com
[3] cnn.com
[3] visualcapitalist.com
[2] samsung.com
[1] singularityhub.com
[1] markettactic.com
[1] raconteur.net

Top Domains in Tweet in G4:
[28] medium.com
[4] cointelegraph.com
[4] twitter.com
[3] cudos.org
[2] benzinga.com
[1] shorturl.at

Top Domains in Tweet in G5:
[1] org.uk
[1] wearehorizontal.org
[1] co.uk

Top Domains in Tweet in G6:
[1] medium.com

Top Domains in Tweet in G7:
[32] robtiffanydigital.com
[6] raconteur.net
[3] statista.com
[3] deloitte.com
[2] impact-engineered.org
[2] mckinsey.com
[1] huawei.com
[1] weforum.org
[1] millionroads.com
[1] connectedconservation.foundation

Top Domains in Tweet in G8:
[10] contentmx.com
[5] office.com
[5] microsoft.com
[3] techsoup.org
[2] nonprofitpro.com
[2] youtube.com
[1] cnn.com
[1] theglobeandmail.com
[1] techmatters.org
[1] zoom.us

Top Domains in Tweet in G9:
[9] linkedin.com
[7] twitter.com
[5] huawei.com
[5] aplitrak.com
[3] co.uk
[2] dy.si
[1] maddyness.com
[1] amazon.com
[1] edu.au
[1] undp.org

Top Domains in Tweet in G10:
[29] huawei.com
[1] weforum.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[590] tech4good
[87] sustainability
[87] sdgs
[84] ai
[74] iot
[67] cudos
[63] unitednations
[60] blockchain
[51] sustainabledevelopment
[46] influence



Top Hashtags in Tweet in G1:
[48] tech4good
[43] adasarmy
[18] socialmedia4socialgood
[18] thepeopleshub
[14] amyvarle
[11] adalovelace
[9] homelessness
[9] patmorgan
[8] adaadaada
[8] women

Top Hashtags in Tweet in G2:
[54] tech4good
[42] ai
[31] iot
[18] environment
[17] greenenergy
[16] sustainability
[11] happythanksgiving
[11] booksworthreading
[10] iiot
[10] charity

Top Hashtags in Tweet in G4:
[65] cudos
[45] blockchain
[42] tech4good
[34] cloudcomputing
[30] cudoslabs
[25] projectartemis
[14] cryptonews
[12] shop
[12] online
[11] web3

Top Hashtags in Tweet in G5:
[43] influence
[41] girlswhocode
[41] codenewbie
[41] programming
[37] stemed
[29] 100daysofcode
[20] ai
[18] ml
[15] tech4good
[14] deeplearning

Top Hashtags in Tweet in G6:
[1] ai
[1] tech4good
[1] cyberbullying
[1] bullying
[1] sdg16

Top Hashtags in Tweet in G7:
[58] unitednations
[55] tech4good
[45] sustainabledevelopment
[44] sdgs
[38] globalgoals
[32] sustainability
[32] iot
[28] decadeofaction
[11] sdg11
[10] dyk

Top Hashtags in Tweet in G8:
[35] tech4good
[28] nonprofit
[11] digitaltransformation
[7] socialimpact
[6] nonprofits
[4] fundraising
[4] nptech
[3] india
[3] publicgoodtech
[2] iot

Top Hashtags in Tweet in G9:
[39] tech4good
[8] tech4all
[6] climateaction
[5] huaweinow
[5] ruhglobal
[5] job
[5] jobs
[5] hiring
[3] digital
[3] innovation

Top Hashtags in Tweet in G10:
[28] trustintech
[22] tech4good
[8] 5g
[6] healthcare
[5] huawei
[5] seedsforthefuture
[4] ai
[3] covid19
[3] digital
[3] inclusion

Top Words
Top Words in Tweet in Entire Graph:
[590] #tech4good
[152] cudos_
[130] tech4good
[121] find
[117] join
[116] time
[111] next
[102] project
[102] social
[102] kred

Top Words in Tweet in G1:
[72] thepeopleshubuk
[71] womenwholead2
[65] googleexpertuk
[48] #tech4good
[43] #adasarmy
[36] themissnicolina
[33] theremarkablz
[30] housingfirstuk
[28] adatheshow
[28] zophilpott

Top Words in Tweet in G2:
[54] #tech4good
[45] globaliqx
[42] #ai
[31] #iot
[27] wef
[20] technologies
[18] #environment
[17] driving
[17] green
[17] hydrogen

Top Words in Tweet in G3:
[95] project
[94] time
[94] find
[94] next
[94] professional
[94] challenge
[94] freelancer
[94] wishlist
[94] tech4good
[94] leading

Top Words in Tweet in G4:
[149] cudos_
[68] latest
[65] #cudos
[51] cudos
[48] partnership
[45] #blockchain
[45] read
[42] #tech4good
[40] we've
[36] more

Top Words in Tweet in G5:
[96] kred
[48] gave
[43] #influence
[41] #girlswhocode
[41] #codenewbie
[41] #programming
[40] eli_krumova
[37] #stemed
[29] #100daysofcode
[22] #codin

Top Words in Tweet in G6:
[3] ajackiehunter
[3] ukri_news
[3] thebhf
[3] britishacademy_
[3] cr_uk
[3] guildhe
[3] nihrresearch
[3] officestudents
[3] royalsociety
[3] roysocchem

Top Words in Tweet in G7:
[58] #unitednations
[55] #tech4good
[45] #sustainabledevelopment
[45] goal
[44] #sdgs
[40] focused
[38] #globalgoals
[32] #sustainability
[32] #iot
[30] applying

Top Words in Tweet in G8:
[35] #tech4good
[28] #nonprofit
[26] brought
[23] team
[23] msftnonprofits
[20] learn
[13] techsoup
[13] more
[12] download
[12] office365

Top Words in Tweet in G9:
[39] #tech4good
[15] tech4good
[10] oasis
[10] italy
[8] #tech4all
[7] technology
[6] ai
[6] #climateaction
[5] tech
[5] more

Top Words in Tweet in G10:
[28] huawei
[28] #trustintech
[28] huaweiuk
[22] #tech4good
[20] huawei_europe
[19] billmew
[17] future
[12] ianmcalvert
[9] dhinchcliffe
[9] marshacollier

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[94] time,find
[94] find,next
[94] next,professional
[94] professional,challenge
[94] challenge,freelancer
[94] freelancer,wishlist
[94] wishlist,tech4good
[94] tech4good,project
[94] project,leading
[93] fannydemey,time

Top Word Pairs in Tweet in G1:
[28] googleexpertuk,womenwholead2
[24] chrisawatson_,womenwholead2
[24] womenwholead2,themissnicolina
[22] themissnicolina,debjshaw
[21] debjshaw,theremarkablz
[19] thepeopleshubuk,googleexpertuk
[19] housingfirstire,googleexpertuk
[19] googleexpertuk,chrisawatson_
[18] #adasarmy,#socialmedia4socialgood
[18] #socialmedia4socialgood,#thepeopleshub

Top Word Pairs in Tweet in G2:
[19] #ai,#iot
[17] technologies,driving
[17] driving,green
[17] green,hydrogen
[17] hydrogen,revolution
[17] revolution,wef
[17] wef,#greenenergy
[17] #greenenergy,#environment
[16] globaliqx,technologies
[16] #environment,#climate

Top Word Pairs in Tweet in G3:
[94] time,find
[94] find,next
[94] next,professional
[94] professional,challenge
[94] challenge,freelancer
[94] freelancer,wishlist
[94] wishlist,tech4good
[94] tech4good,project
[94] project,leading
[93] fannydemey,time

Top Word Pairs in Tweet in G4:
[35] cudos_,latest
[26] fresh,updates
[26] updates,#cudoslabs
[26] #cudoslabs,share
[25] #cloudcomputing,#tech4good
[22] website,undergone
[22] undergone,amazing
[22] amazing,upgrade
[21] made,far
[19] we've,fresh

Top Word Pairs in Tweet in G5:
[48] gave,kred
[43] kred,#influence
[40] eli_krumova,gave
[34] #stemed,#girlswhocode
[26] #codenewbie,#programming
[22] #programming,#codin
[20] kred,volunteerbgcnyc
[20] volunteerbgcnyc,kred
[20] #girlswhocode,#codenewbie
[18] #ai,#ml

Top Word Pairs in Tweet in G6:
[3] ajackiehunter,ukri_news
[3] ukri_news,thebhf
[3] thebhf,britishacademy_
[3] britishacademy_,cr_uk
[3] cr_uk,guildhe
[3] guildhe,nihrresearch
[3] nihrresearch,officestudents
[3] officestudents,royalsociety
[3] royalsociety,roysocchem
[2] braincures,ajackiehunter

Top Word Pairs in Tweet in G7:
[45] #unitednations,#sustainabledevelopment
[45] #sustainabledevelopment,goal
[40] goal,focused
[34] #globalgoals,#tech4good
[33] #sdgs,#globalgoals
[32] #tech4good,#iot
[30] focused,applying
[28] #iot,#decadeofaction
[27] applying,#sustainability
[15] well,being

Top Word Pairs in Tweet in G8:
[21] brought,msftnonprofits
[14] #nonprofit,team
[12] msftnonprofits,learn
[8] download,ebook
[8] collaboration,communication
[8] communication,tools
[8] tools,bring
[8] bring,#nonprofit
[8] team,closer
[8] closer,one

Top Word Pairs in Tweet in G9:
[5] protecting,oasis
[5] oasis,biodiversity
[5] biodiversity,italy
[5] italy,acoustics
[5] acoustics,technology
[5] technology,ai
[5] ai,battling
[5] battling,environmental
[5] environmental,threats
[5] threats,three

Top Word Pairs in Tweet in G10:
[28] huawei,#trustintech
[24] #trustintech,huaweiuk
[21] huaweiuk,#tech4good
[19] #tech4good,huawei_europe
[12] huawei_europe,ianmcalvert
[9] dhinchcliffe,marshacollier
[9] marshacollier,akwyz
[9] akwyz,wearablesexpert
[9] wearablesexpert,imoyse
[9] imoyse,antgrasso

Top Replied-To
Top Replied-To in Entire Graph:
@housingfirstire
@googleexpertuk
@womenwholead2
@andytay60536072
@douglasmercer
@embedded_iot
@thepeopleshubun
@thepeopleshubuk
@m4dev
@deeplearn007

Top Replied-To in G1:
@googleexpertuk
@housingfirstire
@douglasmercer
@womenwholead2
@thepeopleshubun
@embedded_iot
@andytay60536072
@housingfirstuk
@thepeopleshubuk

Top Replied-To in G2:
@deeplearn007
@sallyeaves
@theadityapatro
@sharleneisenia
@christopherisak
@zgjr

Top Replied-To in G6:
@ajackiehunter

Top Replied-To in G8:
@trackitforward

Top Mentioned
Top Mentioned in Entire Graph:
@cudos_
@fannydemey
@thepeopleshubuk
@womenwholead2
@googleexpertuk
@kred
@globaliqx
@eli_krumova
@yourynetworkhq
@themissnicolina

Top Mentioned in G1:
@thepeopleshubuk
@womenwholead2
@googleexpertuk
@themissnicolina
@theremarkablz
@housingfirstuk
@adatheshow
@zophilpott
@housingfirstire
@chrisawatson_

Top Mentioned in G2:
@globaliqx
@wef
@psb_dc
@efipm
@leimer
@ronald_vanloon
@shi4tech
@sdgs4good
@heinzvhoenen
@hpn_hpg

Top Mentioned in G3:
@fannydemey

Top Mentioned in G4:
@cudos_
@cointelegraph
@siddiqitahira
@martin_petkov
@shopping_io
@amazon
@ebay
@coinfieldex
@cosmostationvd
@benzinga

Top Mentioned in G5:
@kred
@eli_krumova
@volunteerbgcnyc
@girl_geeks
@codefirstgirls
@helenevirolan
@nasscomfdn
@socfinuk
@horizontal_org
@urjavya

Top Mentioned in G6:
@ukri_news
@thebhf
@britishacademy_
@cr_uk
@guildhe
@nihrresearch
@officestudents
@royalsociety
@roysocchem
@braincures

Top Mentioned in G7:
@robtiffany
@debraruh
@noikeanolife
@huaweiusa
@raconteur
@deloitte
@engineer4change
@statista
@humanroads
@latech4good

Top Mentioned in G8:
@msftnonprofits
@office365
@techsoup
@microsoftteams
@blacktipit
@techsoupconnect
@okta
@globaliqx
@ms
@techmatters

Top Mentioned in G10:
@huawei
@huaweiuk
@huawei_europe
@billmew
@ianmcalvert
@dhinchcliffe
@marshacollier
@akwyz
@wearablesexpert
@imoyse

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@independent
@thedeveloperbot
@annemariayritys
@cybersecurityn8
@artificialbra1n
@morolswediu

Top Tweeters in G1:
@independent
@guardian
@googleexpertuk
@mikecoulson48
@socialistvoice
@lilachbullock
@marshacollier
@metrouk
@georgegalloway
@timmorton2

Top Tweeters in G2:
@cybersecurityn8
@trippbraden
@nicochan33
@mashable
@ricardo_ik_ahau
@thecuriousluke
@education_24x7
@shi4tech
@rwang0
@gvalan

Top Tweeters in G3:
@antoinedroid
@docfusion
@k33g_org
@solimanhindy
@pierre_a
@glaforge
@ataulm
@thedamfr
@pierre_vannier
@thyhellcat

Top Tweeters in G4:
@greentechdon
@benzinga
@cointelegraph
@bogymen
@amazon
@ebay
@davoscryptos
@cryptothurst
@siddiqitahira
@cityam_crypto

Top Tweeters in G5:
@sectest9
@xaelbot
@codedailybot
@thedeveloperbot
@morolswediu
@djangobot_
@coderretweet
@fabriciosx
@100daysof2020
@_funbot

Top Tweeters in G6:
@proftimnoakes
@braincures
@thebhf
@arghavan_salles
@cr_uk
@stopwebbullying
@do_kinder
@drspriggy
@jeremyfarrar
@bullyinguk

Top Tweeters in G7:
@debraruh
@virtualfrankie
@noikeanolife
@vectorborg
@patentmasks
@techinjektion
@christopherisak
@robtiffany
@nextbillion
@kaesif

Top Tweeters in G8:
@chidambara09
@pebbleinwaters
@adese
@office365
@jcravens42
@ade
@techsoup
@savethechildren
@zoom
@microsoftteams

Top Tweeters in G9:
@nobi
@kirkdborne
@shereesemaymba
@dkempdesigns
@warehousegroup
@zobjobsgb
@wadekwright
@foster_change
@sct_zacatecas
@ruhglobal

Top Tweeters in G10:
@akwyz
@thomaspower
@ianmcalvert
@junjudapi
@billmew
@annemichie5
@imoyse
@dhinchcliffe
@roland59201632
@huawei