Nanomedicine, Twitter, 2/15/2019 6:07:17 PM, 186815


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Nanomedicine_2019-02-15_10-03-39.xlsx
Nanomedicine_2019-02-15_10-03-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2019
Short Description:
Nanomedicine via NodeXL http://bit.ly/2SB6hqc
@etpnanomedicine
@ashot_
@smart4fabry
@ham_gretsky
@nanodelivery201
@crs_fg_nano
@rajeshmeena38
@jmriode
@icmabcsic
@sipbs_strath

Top hashtags:
#nanomedicine
#nanotechnology
#cancer
#conference
#international
#nano

Description:
Description
The graph represents a network of 548 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 Friday, 15 February 2019 at 18:03 UTC.

The requested start date was Friday, 15 February 2019 at 01:01 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, 23-hour, 18-minute period from Friday, 01 February 2019 at 01:09 UTC to Friday, 15 February 2019 at 00:28 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 : 548
Unique Edges : 667
Edges With Duplicates : 252
Total Edges : 919
Number of Edge Types : 3
Mentions : 682
Tweet : 209
Replies to : 28
Self-Loops : 209
Reciprocated Vertex Pair Ratio : 0.0464344941956882
Reciprocated Edge Ratio : 0.0887480190174327
Connected Components : 114
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 242
Maximum Edges in a Connected Component : 528
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.736086
Graph Density : 0.00210504543695539
Modularity : 0.667791
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://nanoscienceconference.euroscicon.com/
[9] http://www.nanoappsmedical.com/nanotechnology-nanomedicine-and-ai-toward-the-dream-of-global-health-care-equivalency/
[8] https://pubs.acs.org/doi/10.1021/acsnano.8b04406
[7] https://physicsworld.com/a/nanoplates-tag-neuroblastoma-to-guide-tumour-surgery/
[7] https://frontiersmeetings.com/conferences/nanomedicine/
[7] https://novel-drugdelivery-systems.euroscicon.com/
[6] https://www.nanoappsmedical.com/nanotechnology-nanomedicine-and-ai-what-is-global-health-care-equivalency-ghce/
[6] https://physicsworld.com/a/piezoelectric-nanoparticles-promise-improved-brain-tumour-treatments/
[6] https://nanomedicine-nanotechnology.pulsusconference.com/abstract-submission
[5] https://twitter.com/etpnanomedicine/status/1091719298710523904

Top URLs in Tweet in G1:
[4] https://petrochemistryconference.euroscicon.com/
[3] https://nanocongress.nanotechconferences.org/
[2] https://www.news-medical.net/news/20190201/Cancer-nanomedicine-may-accelerate-metastasis-NUS-study-finds.aspx
[2] https://ourcryptojournal.com/know-about-healthcare-nanotechnology-nanomedicine-market-2019-2023-analysis-growth-opportunity-and-future-forecast/38998/?utm_source=dlvr.it&utm_medium=twitter
[2] https://tissuescience.euroscicon.com/
[2] https://physicsworld.com/a/piezoelectric-nanoparticles-promise-improved-brain-tumour-treatments/
[2] https://www.nature.com/articles/s41598-018-38474-7
[1] https://bionewscentral.com/nanoparticles-may-promote-cancer-metastasis/
[1] http://dlvr.it/Qy0Cfr
[1] https://www.plsg.com/plsg-blog/invest-nanomedicine-continuing-discussion/

Top URLs in Tweet in G2:
[10] https://nanoscienceconference.euroscicon.com/
[7] https://novel-drugdelivery-systems.euroscicon.com/
[6] https://nanomedicine-nanotechnology.pulsusconference.com/abstract-submission
[5] https://nanomedicine-nanotechnology.pulsusconference.com/
[4] https://phys.org/news/2019-02-nanomachines-taught-cancer.html
[4] https://www.nanalyze.com/2019/01/nanomedicine-diagnose-diseases/
[3] https://nanomedicine-nanotechnology.pulsusconference.com/call-for-abstracts
[2] https://hwcd.eu/
[2] https://nanomedicine-nanotechnology.pulsusconference.com/registration
[2] https://ipv4.google.com/sorry/index?continue=https://goo.gl/HFUbm7&q=EgS4SO-bGLyG1tUFIhkA8aeDS3OaVm0JsACfxdj03dSS9s4U0GdJMgFy

Top URLs in Tweet in G3:
[2] https://paper.li/ginasmith888/1500069155?edition_id=3cf69ff0-266c-11e9-86d5-002590a5ba2d
[2] https://paper.li/ginasmith888/1500069155?edition_id=f73d7420-2990-11e9-86d5-002590a5ba2d
[2] https://science1984.wordpress.com/2019/02/05/gina-smiths-nanomedicine-daily-gina-smith-award-winning-journalist-new-york-times-bestselling-author-former-network-tv-correspondent-serial-entrepreneur-phd/
[1] https://paper.li/ginasmith888/1500069155?edition_id=616014c0-30a3-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=64b404a0-2735-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=8f1957d0-27fe-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=bc82ea50-28c7-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=242db7f0-2a5a-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=48d37c60-2b23-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=660c2920-2bec-11e9-86d5-002590a5ba2d

Top URLs in Tweet in G4:
[7] https://pubs.acs.org/doi/10.1021/acsnano.8b04406
[4] https://twitter.com/acsnano/status/1091395734623023104
[2] https://nanomedicine.nanotechconferences.org/
[1] https://www.youtube.com/watch?v=J9VDm7tFaVI

[1] https://physicsworld.com/a/nanoplates-tag-neuroblastoma-to-guide-tumour-surgery/?utm_source=dlvr.it&utm_medium=twitter
[1] http://dx.doi.org/10.1021/acsnano.8b04406?utm_source=dlvr.it&utm_medium=twitter
[1] https://nanomedicine.nanotechconferences.org/events-list/nanobubble-in-nanomedicine
[1] https://nanomedicine.nanotechconferences.org/venue-hospitality.php
[1] https://kabiller-northwestern-program.submittable.com/submit
[1] https://hwcd.eu/

Top URLs in Tweet in G5:
[2] https://www.rt.com/news/450633-cancer-fighting-nanoparticles-spread-disease/

Top URLs in Tweet in G6:
[4] https://twitter.com/etpnanomedicine/status/1091719298710523904
[2] https://www.ugent.be/fw/pharmaceutics/biochemphypharm/en/research/nanomedicines
[1] https://twitter.com/brunocsarmento/status/1091681688176988161
[1] https://twitter.com/naturenano/status/1089921412104634369
[1] http://nanomib.wixsite.com/nanomedicineschool
[1] https://www.controlledreleasesociety.org/news/nanomedicine-and-nanoscale-drug-delivery-focus-group-annual-meeting
[1] https://www.nature.com/articles/s41598-018-36601-y
[1] https://www.cbc.ca/news/canada/kitchener-waterloo/chlamydia-treatment-nanotechnology-university-waterloo-1.5010174
[1] https://uwaterloo.ca/pharmacy/news/researchers-find-new-treatment-chlamydia?utm_source=sop_web_organic&utm_medium=twitter&utm_campaign=news&hootPostID=14cd1aa85031ac038e03462eab6fe5ed
[1] https://uwaterloo.ca/pharmacy/news/researchers-find-new-treatment-chlamydia?utm_source=sop_web_organic&utm_medium=twitter&utm_campaign=news&hootPostID=3af7173836f9ae981470c30f7be948e5

Top URLs in Tweet in G7:
[1] http://tweetedtimes.com/v/11692

Top URLs in Tweet in G9:
[2] https://www.sciencedirect.com/science/article/pii/S1549963419300085
[1] https://twitter.com/Nano_Mol/status/1091278120555028480

Top URLs in Tweet in G10:
[7] https://frontiersmeetings.com/conferences/nanomedicine/
[2] http://advances.sciencemag.org/content/5/2/eaau5148
[2] https://frontiersmeetings.com/conferences/nanomedicine/abstract-submission
[1] https://pubs.acs.org/doi/10.1021/acsnano.8b04406

Top Domains
Top Domains in Tweet in Entire Graph:
[27] twitter.com
[24] euroscicon.com
[19] pulsusconference.com
[17] paper.li
[15] nanoappsmedical.com
[14] careerarc.com
[14] physicsworld.com
[9] acs.org
[9] frontiersmeetings.com
[7] dlvr.it

Top Domains in Tweet in G1:
[6] euroscicon.com
[5] dlvr.it
[3] twitter.com
[3] northwestern.edu
[3] nature.com
[3] genphys.com
[3] nanotechconferences.org
[3] physicsworld.com
[2] news-medical.net
[2] ourcryptojournal.com

Top Domains in Tweet in G2:
[19] pulsusconference.com
[18] euroscicon.com
[5] phys.org
[4] nanalyze.com
[2] etp-nanomedicine.eu
[2] hwcd.eu
[2] google.com
[2] 2dhealth.com
[2] grandviewresearch.com
[2] nanoappsmedical.com

Top Domains in Tweet in G3:
[16] paper.li
[2] blogspot.com
[2] wordpress.com
[1] plsg.com

Top Domains in Tweet in G4:
[8] acs.org
[5] twitter.com
[4] nanotechconferences.org
[2] nature.com
[1] youtube.com
[1] physicsworld.com
[1] doi.org
[1] submittable.com
[1] hwcd.eu
[1] cnrs.fr

Top Domains in Tweet in G5:
[2] rt.com

Top Domains in Tweet in G6:
[6] twitter.com
[2] uwaterloo.ca
[2] ugent.be
[1] wixsite.com
[1] controlledreleasesociety.org
[1] nature.com
[1] cbc.ca

Top Domains in Tweet in G7:
[1] tweetedtimes.com

Top Domains in Tweet in G9:
[2] sciencedirect.com
[1] twitter.com

Top Domains in Tweet in G10:
[9] frontiersmeetings.com
[2] sciencemag.org
[1] acs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[236] nanomedicine
[97] nanotechnology
[45] cancer
[31] conference
[24] international
[23] nano
[19] nanoscience
[19] submit
[19] houston
[18] drugdelivery



Top Hashtags in Tweet in G1:
[31] nanomedicine
[6] nanoscience
[5] conference
[4] petrochemistry_2019
[4] petroleum_geography
[4] refinery_gases
[4] energymaterials
[3] pharma
[3] pharmaceutical
[3] formulation

Top Hashtags in Tweet in G2:
[107] nanomedicine
[68] nanotechnology
[24] conference
[22] international
[19] submit
[14] london
[13] abstracts
[12] oncology
[12] research
[11] nano

Top Hashtags in Tweet in G3:
[5] nanotechnology
[4] technology
[3] science
[2] nanomedicine
[2] nano
[2] cancer
[2] worldcancerday
[1] eurekamag
[1] latestcomments
[1] healthtech

Top Hashtags in Tweet in G4:
[11] nanomedicine
[9] cancer
[8] nanoparticles
[7] nano
[7] brain
[5] nanotechnology
[4] worldcancerday
[4] worldcancerday2019
[2] nanoscience
[2] istanbul

Top Hashtags in Tweet in G5:
[18] cancer

Top Hashtags in Tweet in G6:
[9] nanomedicine
[6] antibioticresistance
[1] spain
[1] horesearchgroup
[1] internationaldayofwomenandgirlsinscience
[1] drugdelivery
[1] polymerchemistry
[1] regulatory
[1] consultation

Top Hashtags in Tweet in G7:
[19] nanomedicine
[2] regulatory
[2] consultation
[2] lsd

Top Hashtags in Tweet in G8:
[1] worldcancerday

Top Hashtags in Tweet in G9:
[10] nanomedicine

Top Hashtags in Tweet in G10:
[2] cancer
[2] drugdelivery
[2] nanomedicine
[1] pain
[1] aerosols
[1] nano
[1] brain
[1] nanotech
[1] healthcare
[1] cpd

Top Words
Top Words in Tweet in Entire Graph:
[448] Words in Sentiment List#1: Positive
[212] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[13005] Non-categorized Words
[13665] Total Words
[511] nanomedicine
[129] nanotechnology
[117] cancer
[101] more
[86] 2019

Top Words in Tweet in G1:
[78] nanomedicine
[18] cancer
[15] new
[13] nanotechnology
[12] nanoparticles
[10] 2019
[9] market
[8] research
[8] blood
[8] healthcare

Top Words in Tweet in G2:
[121] nanomedicine
[76] nanotechnology
[51] 2019
[35] more
[32] nanomedicine18
[28] submit
[27] conference
[26] international
[22] 21
[19] join

Top Words in Tweet in G3:
[22] nanomedicine
[18] daily
[16] latest
[16] thanks
[6] fredericrombaut
[5] nanotechnology
[4] technology
[4] gina
[4] smith
[3] science

Top Words in Tweet in G4:
[33] nanomedicine
[27] acsnano
[19] nano
[19] cancer
[16] nanoparticles
[11] magnetic
[11] brain
[11] tumors
[10] regulatory
[9] nanowiki

Top Words in Tweet in G5:
[34] nanomedicine
[34] custom
[34] designed
[34] target
[34] cancer
[34] cells
[34] fact
[34] help
[34] spread
[34] more

Top Words in Tweet in G6:
[25] nanomedicine
[11] great
[10] horesearchgroup
[9] work
[9] yangsidi
[9] chlamydia
[8] crs_fg_nano
[8] latest
[8] paper
[8] scireports

Top Words in Tweet in G7:
[21] nanomedicine
[17] talk
[17] poster
[17] using
[17] worldsymposia
[17] ours
[17] complete
[17] success
[17] smart4fabry
[16] abasolo_vhir

Top Words in Tweet in G8:
[22] type
[22] prostate
[21] administration
[21] nanomedicine
[21] led
[21] complete
[21] disappearance
[21] 70
[21] one
[20] unistrathclyde

Top Words in Tweet in G9:
[19] nanomedicine
[16] days
[16] 30
[15] nano_mol
[10] sban19
[10] 7
[9] nbm
[9] unambiguous
[9] detection
[8] registration

Top Words in Tweet in G10:
[12] nanomedicine
[11] 2019
[9] ps
[7] new
[7] brain
[7] morphine
[7] know
[6] painkiller
[6] bypass
[6] blood

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] cancer,cells
[40] nanomedicine,custom
[40] custom,designed
[40] designed,target
[40] cells,fact
[36] nanomedicine,nanotechnology
[35] nanotechnology,nanomedicine
[35] target,cancer
[35] fact,help
[35] help,spread

Top Word Pairs in Tweet in G1:
[9] nanotechnology,nanomedicine
[9] nanomedicine,market
[8] healthcare,nanotechnology
[5] cancer,nanomedicine
[5] cystic,fibrosis
[5] kabiller,prize
[5] nanomedicine,nanoscience
[4] accelerate,metastasis
[4] know,healthcare
[4] 2023,analysis

Top Word Pairs in Tweet in G2:
[30] nanomedicine,nanotechnology
[24] international,conference
[20] nanomedicine,2019
[19] 20,21
[19] 21,2019
[18] nanotechnology,nanomedicine
[17] 4th,international
[15] conference,nanomedicine
[13] london,uk
[12] submit,abstracts

Top Word Pairs in Tweet in G3:
[18] nanomedicine,daily
[16] latest,nanomedicine
[16] daily,thanks
[4] gina,smith
[2] thanks,mark_1189
[2] mark_1189,fredericrombaut
[2] fredericrombaut,ed_galnet
[2] thanks,rodrigonunescal
[2] rodrigonunescal,jasonabbey
[2] jasonabbey,fredericrombaut

Top Word Pairs in Tweet in G4:
[11] brain,tumors
[8] magnetic,nanoparticles
[8] cancer,nanomedicine
[7] nano,delivery
[7] delivery,brain
[7] tumors,acsnano
[7] acsnano,sam
[7] sam,gambhir
[7] gambhir,stanfordmed
[7] stanfordmed,psw

Top Word Pairs in Tweet in G5:
[34] nanomedicine,custom
[34] custom,designed
[34] designed,target
[34] target,cancer
[34] cancer,cells
[34] cells,fact
[34] fact,help
[34] help,spread
[34] spread,more
[34] more,easily

Top Word Pairs in Tweet in G6:
[8] latest,paper
[8] paper,scireports
[8] scireports,great
[8] great,work
[8] work,yangsidi
[8] yangsidi,leandrey1traore
[8] leandrey1traore,nanomedicine
[8] nanomedicine,alternative
[8] alternative,antibiotics
[7] horesearchgroup,latest

Top Word Pairs in Tweet in G7:
[17] talk,poster
[17] poster,using
[17] using,nanomedicine
[17] nanomedicine,worldsymposia
[17] worldsymposia,ours
[17] ours,complete
[17] complete,success
[17] success,smart4fabry
[15] abasolo_vhir,talk
[15] smart4fabry,proje

Top Word Pairs in Tweet in G8:
[22] type,prostate
[21] administration,nanomedicine
[21] nanomedicine,led
[21] led,complete
[21] complete,disappearance
[21] disappearance,70
[21] 70,one
[21] one,type
[19] â,œintravenous
[19] œintravenous,administration

Top Word Pairs in Tweet in G9:
[9] nanomedicine,nbm
[9] unambiguous,detection
[8] sban19,registration
[8] registration,opens
[8] opens,5
[8] 5,days
[8] days,2
[8] 2,days
[8] days,nanomedicine
[8] nanomedicine,7

Top Word Pairs in Tweet in G10:
[6] new,painkiller
[6] painkiller,nanomedicine
[6] nanomedicine,bypass
[6] bypass,blood
[6] blood,brain
[6] brain,barrier
[6] barrier,use
[6] use,morphine
[6] march,18
[6] 18,20

Top Replied-To
Top Replied-To in Entire Graph:
@crs_fg_nano
@valenti29621017
@nanotrac
@madefornano
@mileycyrus
@shakira
@sheyllabs
@jlo
@lopezjenniferw
@ideagenglobal

Top Replied-To in G2:
@nanomedicine18

Top Replied-To in G4:
@nanotrac
@madefornano
@ben_ouyang

Top Replied-To in G6:
@crs_fg_nano

Top Replied-To in G10:
@julnicolas
@sipbs_strath
@tecan_talk
@extracttechnlgy
@hgiffney
@dralisonsavage
@arbenmerkoci
@gene_medicines

Top Mentioned
Top Mentioned in Entire Graph:
@rt_com
@nanomedicine18
@unistrathclyde
@acsnano
@worldsymposia
@smart4fabry
@abasolo_vhir
@nano_mol
@etpnanomedicine
@cupido_project

Top Mentioned in G1:
@drugapprovalbio
@deliverydrug
@cardiovasc_bio
@david_leong_lab
@bruno_brunelli
@sciencemission

Top Mentioned in G2:
@nanomedicine18
@etpnanomedicine
@giuliabrachi
@ciofanigianni
@gracele64849882
@thechanlab
@drwillerth
@olorestaurant
@biociencies_uab
@agbrolo

Top Mentioned in G3:
@fredericrombaut
@mark_1189
@ed_galnet
@rodrigonunescal
@jasonabbey
@ginasmith888
@alignthoughts
@bdemarle
@itbyinsight
@pghlifesciences

Top Mentioned in G4:
@acsnano
@nanowiki
@stanfordmed
@pswnano
@naturenano
@nanotrac
@advscinews
@alainnajj
@jcrneditors
@biomaterials_

Top Mentioned in G5:
@rt_com

Top Mentioned in G6:
@horesearchgroup
@yangsidi
@scireports
@leandrey1traore
@crs_fg_nano
@crsscience
@uwpharmacy
@naturenano
@thenaeng
@waterloosci

Top Mentioned in G7:
@worldsymposia
@smart4fabry
@abasolo_vhir
@etpnanomedicine
@vhir_
@ciberbbn
@icmabcsic
@vallhebron
@iqac_csic
@ibb_uab

Top Mentioned in G8:
@unistrathclyde

Top Mentioned in G9:
@nano_mol
@icmmcsic
@iqm_csic
@juanlinsev
@nanobioap
@cicbiomagune
@icmabcsic
@uvigo
@imdea_nano
@ina_unizar

Top Mentioned in G10:
@umr8612
@science
@scienceadvances
@inc_cnrs
@u_psud
@univparissaclay
@pharma_upsud
@acsnano
@stanfordmed
@pswnano

Top Tweeters
Top Tweeters in Entire Graph:
@notiven
@phildecarolis
@jurylady5
@john1966olsen
@baronianconsult
@rt_com
@shyduroff
@medicojunghiano
@vannagrammyliz
@rodrigonunescal

Top Tweeters in G1:
@vannagrammyliz
@genphys
@medicalnewser
@deliverydrug
@foltinfuture
@bhaktivedanta
@drugapprovalbio
@richard45992412
@newarkguy
@diagnosticsbio

Top Tweeters in G2:
@jurylady5
@ham_gretsky
@ashot_
@dme_health
@wboricua98
@rajeshmeena38
@scifryer2
@tahid9zxo0znplj
@seosuccessbln
@scienceblog100

Top Tweeters in G3:
@rodrigonunescal
@eldispensador
@chochilinoradio
@ideafieldtw
@cjmoseley
@ahmednabilkewan
@eyeon_iran
@rpk_valerie
@soapboxscience
@taylorschon

Top Tweeters in G4:
@bjeaglefeather
@nanotrac
@bubblejunction
@stanfordmed
@analioj
@nanowiki
@npeppas
@estes_rickey
@pollinus66
@jcrneditors

Top Tweeters in G5:
@notiven
@phildecarolis
@baronianconsult
@rt_com
@sandoly
@miawkoue
@amirhimself
@simeagh
@hatuxka
@cheriedamour_

Top Tweeters in G6:
@generalitat
@scireports
@ugent
@iitalk
@unipadova
@doubleparr
@waterloosci
@kpetrellaa
@thenaeng
@uwpharmacy

Top Tweeters in G7:
@noinvisibles
@vallhebron
@argosbiotech
@mpspapas
@fundacionsigno
@luciainigo_cdti
@vhir_
@tillomarta
@icmabcsic
@curadba

Top Tweeters in G8:
@eunicechua1
@anneglover_eu
@4kirkbean
@msorsaleslie
@unistrathclyde
@dr_majed11
@ahmedaaahf1
@saqr_mz
@mattysmum2692
@strathrdms

Top Tweeters in G9:
@txustky
@uahes
@uam_madrid
@uclm_es
@esciencia
@uvigo
@irbbarcelona
@ina_unizar
@icn2nano
@nano_mol

Top Tweeters in G10:
@marcgozlan
@gene_medicines
@univparissaclay
@julnicolas
@redouanedz19
@science
@u_psud
@inc_cnrs
@tecan_talk
@scienceadvances


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