Nanomedicine, Twitter, 6/29/2019 11:26:56 PM, 201413


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Nanomedicine_2019-06-29_16-12-57.xlsx
Nanomedicine_2019-06-29_16-12-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 29, 2019
Short Description:
Nanomedicine via NodeXL http://bit.ly/2YlT4jV
@nanomedicine_
@etpnanomedicine
@nanomedicinelab
@arccoebionano
@0rlagh
@inlnano
@nanomed_unsw
@ki_nanomedicine
@nninanonews
@iconan_nanomed

Top hashtags:
#nanomedicine
#nme19
#oznanomed
#nanotechnology
#europe
#cancer

Description:
Description
The graph represents a network of 720 Twitter users whose tweets in the requested range contained "Nanomedicine", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 29 June 2019 at 23:13 UTC.

The requested start date was Friday, 28 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 20-hour, 3-minute period from Friday, 14 June 2019 at 03:44 UTC to Thursday, 27 June 2019 at 23:47 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 : 720
Unique Edges : 1119
Edges With Duplicates : 437
Total Edges : 1556
Number of Edge Types : 3
Mentions : 1314
Tweet : 218
Replies to : 24
Self-Loops : 218
Reciprocated Vertex Pair Ratio : 0.0968379446640316
Reciprocated Edge Ratio : 0.176576576576577
Connected Components : 150
Single-Vertex Connected Components : 87
Maximum Vertices in a Connected Component : 401
Maximum Edges in a Connected Component : 1163
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.319491
Graph Density : 0.00214418173388966
Modularity : 0.621061
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://www.nanowerk.com/spotlight/spotid=52991.php
[11] http://www.globenewswire.com/news-release/2019/06/27/1874954/0/en/Atlas-Nanotech-of-Guadalajara-to-begin-alliance-with-European-Nano-Medical-S-R-O.html
[8] http://www.nme19.eu
[7] https://www.nanowerk.com/nanotechnology-news2/newsid=53001.php
[7] https://www.nanowerk.com/nanotechnology-news2/newsid=53063.php
[7] https://news.liverpool.ac.uk/2019/06/21/645k-boost-for-university-nanotechnology-research/
[5] https://www.liverpool.ac.uk/study/postgraduate-research/studentships/nanobiomaterial-distribution/
[5] https://premc.org/conferences/iconan-nanomedicine-nanobiotechnology/
[4] https://www.medgadget.com/2019/06/tiny-implant-driven-by-bluetooth-delivers-drugs-inside-body.html
[4] https://www.eventbrite.co.uk/e/swarm-engineering-across-scales-from-robots-to-nanomedicine-tickets-61683576237

Top URLs in Tweet in G1:
[8] http://www.nme19.eu
[3] https://twitter.com/etpnanomedicine/status/1141447526098321413
[1] https://etp-nanomedicine.eu/nme19-largest-nanomedicine-event/
[1] https://etp-nanomedicine.eu/ruth-schmid-etpn-exbo-2019/
[1] https://www.usc.es/ciqus/es/noticias/la-nanotecnologia-de-la-usc-acude-su-cita-con-europa
[1] https://twitter.com/etpnanomedicine/status/1141999681666527232
[1] https://twitter.com/medtecheurope/status/1143121898638839808
[1] http://www.euncl.eu/
[1] http://www.nanopilot.eu/homepage
[1] https://twitter.com/mfuentefreire/status/1141598385377599488

Top URLs in Tweet in G2:
[4] https://www.nanowerk.com/nanotechnology-news2/newsid=53001.php
[3] https://www.nanowerk.com/spotlight/spotid=52991.php
[3] http://www.globenewswire.com/news-release/2019/06/27/1874954/0/en/Atlas-Nanotech-of-Guadalajara-to-begin-alliance-with-European-Nano-Medical-S-R-O.html
[2] https://healthcareherald.com/global-healthcare-nanotechnology-nanomedicine-2019-2025-regions-north-america-europe-china-roa-row/5293/?utm_source=dlvr.it&utm_medium=twitter
[2] https://journallic.com/healthcare-nanotechnology-nanomedicine-market-2019-is-projected-to-exhibit-a-cagr-of-0-during-the-forecast-period-2023-consumer-research-report-covering-major-key-points-like-business-outlook-ke/106052/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/31203796?utm_source=dlvr.it&utm_medium=twitter
[2] https://phys.org/news/2019-06-gold-nanoparticle-clusters-simultaneous-photo-thermal.html
[1] http://dlvr.it/R6VRn1
[1] https://jacobspublishers.com/journals/jacobs-journal-of-nanomedicine-and-nanotechnology
[1] https://statnano.com/events

Top URLs in Tweet in G3:
[3] https://buff.ly/2W3LHAw
[2] https://twitter.com/acsnano/status/1143913231481630720
[1] http://www.oznanomed.org/wp-content/uploads/2019/05/Ma-Zerong.pdf
[1] http://www.oznanomed.org/programabstracts/
[1] https://twitter.com/FB_Rice/status/1144066757100834817
[1] https://newsroom.unsw.edu.au/news/science-tech/researchers-develop-new-sensor-help-detect-early-stage-cancer
[1] https://twitter.com/NanoMed_UNSW/status/1142922792284893184
[1] https://newsroom.unsw.edu.au/news/science-tech/researchers-develop-new-sensor-help-detect-early-stage-cancer?utm_source=unsw&utm_medium=social-team
[1] https://newsroom.unsw.edu.au/news/science-tech/researchers-develop-new-sensor-help-detect-early-stage-cancer?utm_source=medicine&utm_medium=social-team
[1] https://www.nanowerk.com/spotlight/spotid=52991.php

Top URLs in Tweet in G4:
[4] https://nanoconferences.blogspot.com/
[4] https://www.beilstein-journals.org/bjnano/series/69
[3] http://www.ceg.org/articles/research-connection-june-2019-nanotechsemiconductor-edition/
[2] https://twitter.com/DahlmanLab/status/1138550582069858304
[2] https://pubs.acs.org/doi/10.1021/acsami.8b22336?utm_source=pubs_content_marketing&utm_medium=twitter&utm_campaign=0419_cxj_ami&ref=pubs_content_marketing&hootPostID=f6b91f198763de214c4f2c65f217b086
[1] https://twitter.com/WolframJoy/status/875811392389087233
[1] https://onlinelibrary.wiley.com/toc/20583273/2018/3/3?hootPostID=f08bfa51590661a3b140a58a6a7e29c5
[1] https://www.nanoshel.com/product/carbon-quantum-dots-blue
[1] https://www.nanoshel.com/
[1] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=d6b9ccf63a3c20f9dc8bcd0a

Top URLs in Tweet in G5:
[5] https://premc.org/conferences/iconan-nanomedicine-nanobiotechnology/
[1] https://premc.org/conferences/iconan-nanomedicine-nanobiotechnology/plenary-speakers/#menu
[1] https://www.google.com/search?q=For+a+cancer+patient,+the+direct+implication+of+our+findings+is+that+long+term,+pre-existing+exposure+to+nanoparticles+%E2%80%93+for+instance,+through+everyday+products+or+environmental+pollutants+%E2%80%93+may+accelerate+cancer+progression,+even+when+nanomedicine+is+not+administered&safe=strict&client=firefox-b-d&source=lnms&tbm=nws&sa=X&ved=0ahUKEwiTnf-0_objAhWLQ48KHdaVC3oQ_AUIECgB&biw=1280&bih=586
[1] https://www.universiteitleiden.nl/en/vacancies/2019/q2/19-281-full-professor-biotherapeutics

Top URLs in Tweet in G6:
[1] https://twitter.com/snbhatia/status/666617343099969536
[1] https://twitter.com/drtarekfadel/status/1141836359134523392
[1] https://twitter.com/sitnboston/status/1140635861182115840
[1] https://twitter.com/NanomedicineLab/status/1138441622063132672
[1] https://apps.bmh.manchester.ac.uk/applications/anon/announcement.aspx?Id=hAehcT--eE6Ij6ZH8nWsQg
[1] https://techconnectworld.com/World2019/monday.html#M1.11
[1] https://www.nanowerk.com/spotlight/spotid=52991.php

Top URLs in Tweet in G7:
[7] https://news.liverpool.ac.uk/2019/06/21/645k-boost-for-university-nanotechnology-research/
[5] https://www.liverpool.ac.uk/study/postgraduate-research/studentships/nanobiomaterial-distribution/
[4] https://recruit.liverpool.ac.uk/pls/corehrrecruit/erq_jobspec_details_form.jobspec?p_id=011948
[1] https://twitter.com/wolframjoy/status/1144247668920803328
[1] https://ec.europa.eu/jrc/en/science-update/carbon-nanoparticles-derived-glucose-are-promising-future-use-nanomedicine

Top URLs in Tweet in G8:
[3] http://www.nme19.eu/program/
[1] https://www.sciencedirect.com/science/article/pii/S0168365919303086?dgcid=raven_sd_via_email
[1] https://www.grc.org/cancer-nanotechnology-conference/2019/
[1] https://www.elsevier.com/
[1] https://linkinghub.elsevier.com/retrieve/pii/S0168365919303086
[1] https://linkinghub.elsevier.com/retrieve/pii/S154996341930108X
[1] https://pubs.rsc.org/en/content/articlelanding/2019/BM/C9BM00759H

Top URLs in Tweet in G9:
[8] http://www.globenewswire.com/news-release/2019/06/27/1874954/0/en/Atlas-Nanotech-of-Guadalajara-to-begin-alliance-with-European-Nano-Medical-S-R-O.html
[7] https://www.nanowerk.com/spotlight/spotid=52991.php
[6] https://www.nanowerk.com/nanotechnology-news2/newsid=53063.php
[2] https://www.nanowerk.com/nanotechnology-news2/newsid=53001.php
[2] https://www.nanowerk.com/nanotechnology-news2/newsid=53024.php
[1] https://twitter.com/jcazz17/status/1144025824972169221

Top URLs in Tweet in G10:
[4] https://www.eventbrite.co.uk/e/swarm-engineering-across-scales-from-robots-to-nanomedicine-tickets-61683576237
[1] https://stfc.ukri.org/public-engagement/activities-for-the-public/visit-the-rutherford-appleton-laboratory/talking-science-at-rutherford-appleton-laboratory/?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn&utm_content=STFC-+Talking+Science+RAL

Top Domains
Top Domains in Tweet in Entire Graph:
[39] twitter.com
[29] nanowerk.com
[18] ac.uk
[13] medgadget.com
[12] nih.gov
[12] nme19.eu
[11] globenewswire.com
[6] co.uk
[6] dlvr.it
[6] premc.org

Top Domains in Tweet in G1:
[11] twitter.com
[9] nme19.eu
[2] etp-nanomedicine.eu
[2] usc.es
[1] euncl.eu
[1] nanopilot.eu

Top Domains in Tweet in G2:
[11] nih.gov
[7] nanowerk.com
[5] dlvr.it
[5] careerarc.com
[3] globenewswire.com
[2] futuremedicine.com
[2] healthcareherald.com
[2] journallic.com
[2] meetingsint.com
[2] phys.org

Top Domains in Tweet in G3:
[8] twitter.com
[4] nanowerk.com
[3] buff.ly
[3] edu.au
[2] oznanomed.org
[2] com.au
[1] futuremedicine.com

Top Domains in Tweet in G4:
[4] blogspot.com
[4] beilstein-journals.org
[3] twitter.com
[3] ceg.org
[2] nanoshel.com
[2] acs.org
[1] wiley.com
[1] sumall.com
[1] europa.eu
[1] eurekalert.org

Top Domains in Tweet in G5:
[6] premc.org
[1] google.com
[1] universiteitleiden.nl

Top Domains in Tweet in G6:
[4] twitter.com
[1] ac.uk
[1] techconnectworld.com
[1] nanowerk.com

Top Domains in Tweet in G7:
[16] ac.uk
[1] twitter.com
[1] europa.eu

Top Domains in Tweet in G8:
[3] nme19.eu
[3] elsevier.com
[1] sciencedirect.com
[1] grc.org
[1] rsc.org

Top Domains in Tweet in G9:
[17] nanowerk.com
[8] globenewswire.com
[1] twitter.com

Top Domains in Tweet in G10:
[4] co.uk
[1] ukri.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[342] nanomedicine
[113] nme19
[68] oznanomed
[58] nanotechnology
[44] europe
[38] cancer
[29] nanoparticles
[28] medicine
[18] iconan2019
[16] drugdelivery



Top Hashtags in Tweet in G1:
[112] nanomedicine
[102] nme19
[36] europe
[8] cancer
[6] h2020
[6] clinical
[6] liquidbiopsy
[6] aemat
[4] nanotechnology
[4] enf_2019

Top Hashtags in Tweet in G2:
[26] nanomedicine
[11] nanotechnology
[8] houston
[7] nanoparticles
[6] neurology
[5] biotechnology
[3] nanomaterials
[3] diabetes
[2] graphene
[2] portugal

Top Hashtags in Tweet in G3:
[62] oznanomed
[34] nanomedicine
[25] cancer
[5] nanotechnology
[4] nswparliamenthouse
[3] kcamember
[3] therapies
[2] curingchildhoodcancer
[2] itsnotifitswhen
[2] cancerresearch

Top Hashtags in Tweet in G4:
[42] nanomedicine
[13] nanotechnology
[11] nanomaterials
[6] nanographene
[6] nanoscienceandtechnology
[6] nanocongress2019
[5] research
[5] nanoengineering
[4] drugdelivery
[4] nest

Top Hashtags in Tweet in G5:
[16] iconan2019
[10] nanomedicine
[3] grsnano
[2] drugdelivery
[2] sustainability
[2] nanotoday2019
[2] lisbon
[1] nanobiotechnology
[1] grcnano
[1] immunotherapy

Top Hashtags in Tweet in G6:
[6] nanomedicine
[2] graphene
[2] betterposters
[2] biomarkers
[2] liquidbiopsy
[2] job
[2] nme19
[2] iconan2019
[2] nanotechnology
[1] inwed

Top Hashtags in Tweet in G7:
[11] nanomedicine
[7] nanotech
[2] health
[1] nanomaterial
[1] nano
[1] phd
[1] liverpool
[1] pkpd
[1] pbpk
[1] ddi

Top Hashtags in Tweet in G8:
[9] nanomedicine
[4] nanoparticles
[2] nme19
[2] etpn
[1] europe

Top Hashtags in Tweet in G9:
[19] nanomedicine
[18] nanotechnology
[8] diabetes
[8] medicine
[7] nanoparticles
[2] biotechnology
[2] graphene
[2] cancerresearch
[1] healthcare
[1] viagra

Top Hashtags in Tweet in G10:
[2] liverpool
[2] talkingscience
[1] swarm
[1] engineering

Top Words
Top Words in Tweet in Entire Graph:
[764] Words in Sentiment List#1: Positive
[257] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[17734] Non-categorized Words
[18755] Total Words
[342] #nanomedicine
[314] nanomedicine
[113] #nme19
[109] cancer
[108] conference

Top Words in Tweet in G1:
[112] #nanomedicine
[102] #nme19
[89] etpnanomedicine
[54] europe
[46] 2019
[39] inlnano
[36] #europe
[33] largest
[33] event
[32] nanomed

Top Words in Tweet in G2:
[81] nanomedicine
[26] #nanomedicine
[16] 2019
[16] research
[13] nanotechnology
[11] #nanotechnology
[11] delivery
[10] drug
[9] cancer
[9] healthcare

Top Words in Tweet in G3:
[80] nanomedicine
[71] conference
[65] 10th
[62] #oznanomed
[52] nanomed_unsw
[46] international
[34] #nanomedicine
[31] mk_cci
[29] new
[28] cancer

Top Words in Tweet in G4:
[42] #nanomedicine
[18] nanomedicine
[14] nanotechnology
[14] 2019
[13] more
[13] #nanotechnology
[11] research
[11] #nanomaterials
[10] now
[9] conference

Top Words in Tweet in G5:
[26] nanomedicine
[18] cancer
[16] #iconan2019
[13] gordonconf
[10] iconan_nanomed
[10] #nanomedicine
[9] more
[8] new
[8] prof
[8] plenary

Top Words in Tweet in G6:
[26] ki_nanomedicine
[23] kochinstitute
[13] medicine
[12] snbhatia
[11] science
[10] pint
[10] talk
[9] aeronautbrewing
[9] join
[9] dr

Top Words in Tweet in G7:
[13] justinchiong
[13] livuni
[13] livuniitm
[11] #nanomedicine
[9] details
[9] here
[8] siccardi_marco
[8] lippyliptrott
[7] brilliant
[7] news

Top Words in Tweet in G8:
[10] nanomedicine
[9] #nanomedicine
[6] congratulations
[6] ruthbs
[6] elected
[6] chair
[5] crs_fg_nano
[5] week
[5] european
[5] technology

Top Words in Tweet in G9:
[19] #nanomedicine
[18] #nanotechnology
[11] nanowerk
[9] cancer
[9] protein
[8] cssi
[8] nice
[8] news
[8] out
[8] bfch

Top Words in Tweet in G10:
[12] sabinehauert
[11] engineering
[10] scales
[10] robots
[8] next
[8] lecture
[8] 'swarm
[8] nanomedicine'
[6] livuni_avlab
[6] looking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[55] nanomedicine,conference
[43] 10th,international
[38] international,nanomedicine
[37] europe,2019
[34] nanomed,europe
[33] largest,#nanomedicine
[32] cancer,nanomedicine
[32] #nanomedicine,event
[29] 2019,#nme19
[28] etpnanomedicine,#nme19

Top Word Pairs in Tweet in G1:
[35] europe,2019
[32] nanomed,europe
[30] largest,#nanomedicine
[30] #nanomedicine,event
[27] 2019,#nme19
[27] etpnanomedicine,#nme19
[19] event,europe
[12] #nme19,braga
[12] #nme19,day
[12] #nanomedicine,community

Top Word Pairs in Tweet in G2:
[8] #houston,tx
[6] drug,delivery
[5] houston,methodist
[5] healthcare,nanotechnology
[5] nanotechnology,nanomedicine
[5] nanomedicine,market
[4] international,conference
[4] vascular,nanomedicine
[4] nanomedicine,current
[4] current,status

Top Word Pairs in Tweet in G3:
[48] nanomedicine,conference
[41] 10th,international
[35] international,nanomedicine
[26] conference,#oznanomed
[18] #nanomedicine,conference
[17] new,sensor
[17] low,concentrations
[17] nanomed_unsw,arccoebionano
[15] 10th,intl
[15] intl,nanomedicine

Top Word Pairs in Tweet in G4:
[8] early,bird
[7] submit,abstract
[7] avail,early
[7] more,information
[6] bird,discount
[5] meet,experts
[5] abstract,avail
[4] #nanomaterials,#nanomedicine
[4] #nanotechnology,#nanomedicine
[4] international,conference

Top Word Pairs in Tweet in G5:
[13] gordonconf,cancer
[13] cancer,nanomedicine
[7] plenary,speaker
[7] 5th,annual
[7] annual,early
[7] early,career
[7] career,researcher
[7] researcher,s
[7] s,meeting
[7] meeting,british

Top Word Pairs in Tweet in G6:
[13] kochinstitute,ki_nanomedicine
[10] science,pint
[7] come,join
[7] join,dr
[7] dr,kostas
[7] kostas,kostarelos'
[7] kostarelos',talk
[7] talk,transformation
[7] transformation,graphene
[7] graphene,nanomaterials

Top Word Pairs in Tweet in G7:
[9] details,here
[8] siccardi_marco,lippyliptrott
[8] livuni,livuniitm
[7] brilliant,news
[7] news,siccardi_marco
[7] lippyliptrott,livuni
[7] livuniitm,#nanomedicine
[7] #nanomedicine,#nanotech
[6] justinchiong,brilliant
[5] wow,another

Top Word Pairs in Tweet in G8:
[5] european,technology
[5] technology,platform
[5] platform,nanomedicine
[4] https,t
[4] t,co
[4] congratulations,ruthbs
[4] ruthbs,elected
[4] elected,chair
[4] chair,european
[3] brunocsarmento,#nanomedicine

Top Word Pairs in Tweet in G9:
[8] cssi,nice
[8] nice,news
[8] news,out
[8] out,bfch
[8] bfch,gmni
[8] gmni,evcc
[8] evcc,#nanotechnology
[8] #nanotechnology,#diabetes
[8] #diabetes,#nanomedicine
[8] #nanomedicine,#medicine

Top Word Pairs in Tweet in G10:
[10] engineering,scales
[9] scales,robots
[8] 'swarm,engineering
[8] robots,nanomedicine'
[6] looking,forward
[6] forward,next
[6] next,week's
[6] week's,lecture
[6] lecture,sabinehauert
[6] sabinehauert,'swarm

Top Replied-To
Top Replied-To in Entire Graph:
@drtarekfadel
@81_kx
@khademh
@chamiltonbbc
@raphavisses
@ngagraphene
@ki_nanomedicine
@mikemorrison
@aamortazavi
@fakebali

Top Replied-To in G1:
@bionanonet
@nievesgonz_cdti

Top Replied-To in G4:
@nanoshel
@santos_lab15
@koreananotech
@sbegincolin

Top Replied-To in G5:
@raphavisses
@unileiden

Top Replied-To in G6:
@drtarekfadel
@ki_nanomedicine
@ngagraphene
@aamortazavi
@mikemorrison

Top Mentioned
Top Mentioned in Entire Graph:
@etpnanomedicine
@nanomed_unsw
@inlnano
@mk_cci
@arccoebionano
@ki_nanomedicine
@kochinstitute
@kidscancerinst
@unsw
@gordonconf

Top Mentioned in G1:
@etpnanomedicine
@inlnano
@universidadeusc
@ciqususc
@mfuentefreire
@nanobiotix
@endomag
@fernan_casal
@eric
@sintef

Top Mentioned in G2:
@deliverydrug
@ivdiagnostics
@prescriptionbio
@lungcancer_bio

Top Mentioned in G3:
@nanomed_unsw
@mk_cci
@arccoebionano
@kidscancerinst
@unsw
@thekca
@cancersphere
@ronachandrawati
@nswcse
@unswscience

Top Mentioned in G4:
@etpnanomedicine
@ceg_ny
@wolframjoy
@nanocongress
@beilsteininst
@rpi
@sunypolyinst
@wileypolymers
@kibbemr
@neelm108

Top Mentioned in G5:
@gordonconf
@iconan_nanomed
@thechanlab
@dufeslab
@rvdmnanomeds
@brit
@wilsonpoon
@abdullah_m_syed
@eth
@rwth

Top Mentioned in G6:
@ki_nanomedicine
@kochinstitute
@snbhatia
@aeronautbrewing
@nninanonews
@wyssinstitute
@nanomedicinelab
@uomgraphene
@neel_bardhan

Top Mentioned in G7:
@justinchiong
@livuni
@livuniitm
@siccardi_marco
@lippyliptrott
@eu_sciencehub
@livun
@wolframjoy
@eric_mayes
@innovation_f

Top Mentioned in G8:
@ruthbs
@crs_fg_nano
@brunocsarmento
@jcrneditors
@crsscience
@umbaltimore
@etpnanomedicine
@j_dasneves
@nanocimus
@ki_nanomedicine

Top Mentioned in G9:
@nanowerk
@jcazz17

Top Mentioned in G10:
@sabinehauert
@livuni_avlab
@evo_nano
@victoriagallery
@bristo
@bristoluni
@bristolcancer
@rutherfordaplab

Top Tweeters
Top Tweeters in Entire Graph:
@genphys
@dr_ghadaalharbi
@wef
@nick_zen
@marketrnest
@emekaokoye
@cancer_bio
@jk55044
@topcybernews
@dme_health

Top Tweeters in G1:
@eu_commission
@luciainigo_cdti
@scbragaoficial
@rousarouger
@universidadeusc
@unican
@eu_h2020
@eshorizonte2020
@david_bott
@gefes_rsef

Top Tweeters in G2:
@genphys
@marketrnest
@deliverydrug
@wayne_effect
@good_to_seo
@tixnorthwest
@mazensalama
@amruthasuri
@technews_tw
@abd_elhmid

Top Tweeters in G3:
@womensciaust
@uq_news
@dremmaljohnston
@georgeinstitute
@pollinus66
@science_academy
@etestersbot
@_imnis
@unsw
@scienceau

Top Tweeters in G4:
@bustle
@mechatronicgmbh
@geraldobarbosa1
@uniofoxford
@cambridge_uni
@researchnu
@clarksonuniv
@uofnorthflorida
@sunypolyinst
@cnse

Top Tweeters in G5:
@rajeshmeena38
@helengavaghan
@unileiden
@raphavisses
@tueindhoven
@brit
@ualg
@pridetoronto
@rwth
@neerajmohangup1

Top Tweeters in G6:
@jk55044
@ideapharma
@fbmh_uom
@wyssinstitute
@aedeconinck
@aeronautbrewing
@kochinstitute
@aamortazavi
@uomgraphene
@mitbiology

Top Tweeters in G7:
@researchmrx
@livuni
@eu_sciencehub
@aliceemmalouise
@livuniwise
@innovation_f
@bremesu
@elkeanklam
@livuniitm
@livun

Top Tweeters in G8:
@umbaltimore
@jcrneditors
@elsevierconnect
@rspharmdphd
@carloscaixado
@i3s_uporto
@biomatersci
@ruthbs
@crsscience
@alvarosomoza

Top Tweeters in G9:
@nick_zen
@paleobyleo
@jcazz17
@nanowerk
@burst_firee
@coca_leaf
@misskonf
@gajjala_praveen
@global_reg_svcs
@go_mario

Top Tweeters in G10:
@bristoluni
@victoriagallery
@kj_cheetham
@katymeturner
@sabinehauert
@mattluckcuck
@louiseadennis
@rutherfordaplab
@livuni_avlab
@harwellic


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