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Nanomedicine_2017-08-11_23-34-33.xlsx
Nanomedicine_2017-08-11_23-34-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 12, 2017
Short Description:
Nanomedicine via NodeXL http://bit.ly/2hU49Ym
@argosbiotech
@ginasmith888
@wolframjoy
@acsnano
@nanoorbitnews
@thechanlab
@etpnanomedicine

Description:
Description
The graph represents a network of 519 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, 12 August 2017 at 06:39 UTC.

The requested start date was Saturday, 12 August 2017 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, 23-hour, 45-minute period from Saturday, 29 July 2017 at 00:15 UTC to Saturday, 12 August 2017 at 00:00 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 : 519
Unique Edges : 716
Edges With Duplicates : 289
Total Edges : 1005
Self-Loops : 242
Reciprocated Vertex Pair Ratio : 0.0293637846655791
Reciprocated Edge Ratio : 0.0570522979397781
Connected Components : 143
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 208
Maximum Edges in a Connected Component : 467
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.018304
Graph Density : 0.00234710350317287
Modularity : 0.627669
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] http://www.ctvnews.ca/health/nanomedicine-potentially-revolutionary-class-of-drugs-are-made-in-canada-1.3531299
[26] http://fw.to/AwSfcvH
[17] http://tweetedtimes.com/v/11692
[13] http://www.etpn2017.eu
[11] http://www.nanodds2017.org/
[10] http://paper.li/ginasmith888/1500069155?edition_id=2e091290-795f-11e7-970d-002590a5ba2d
[10] https://www.nature.com/naturejobs/science/jobs/621087-fondazione-istituto-italiano-di-tecnologia-iit-invites-applications-for-24-marie-sklodowska-curie-fellows-to-become-scientists-in-nanomedicine-neuroscience-and-robotics
[10] http://paper.li/ginasmith888/1500069155?edition_id=5a3d71e0-7571-11e7-970d-002590a5ba2d
[9] http://paper.li/ginasmith888/1500069155?edition_id=585e8740-7a28-11e7-970d-002590a5ba2d
[7] https://medivizor.com/blog/2013/08/23/nanomedicine-the-future-of-medicine-infographic/

Top URLs in Tweet in G1:
[14] http://www.ctvnews.ca/health/nanomedicine-potentially-revolutionary-class-of-drugs-are-made-in-canada-1.3531299
[9] http://fw.to/AwSfcvH
[2] http://m.metronews.ca/#/article/news/calgary/2017/08/02/the-sky-s-the-limit-calgary-researcher-developing-new-class-of-drugs.html
[2] http://paper.li/ginasmith888/1500069155?edition_id=585e8740-7a28-11e7-970d-002590a5ba2d
[2] http://paper.li/ginasmith888/1500069155?edition_id=5a3d71e0-7571-11e7-970d-002590a5ba2d
[2] http://paper.li/ginasmith888/1500069155?edition_id=2e091290-795f-11e7-970d-002590a5ba2d
[2] https://www.nanoorbit.com/nanotechnology-journal/nanomedicine/new-nanotechnology-method-that-restores-vision.html
[2] http://www.understandingnano.com/medicine.html
[2] http://www.ctvnews.ca/health/nanomedicine-potentially-revolutionary-class-of-drugs-are-made-in-canada-1.3531299#_gus&_gucid=&_gup=twitter&_gsc=AwSfcvH
[2] https://www.omicsonline.org/editorialboard-nanomedicine-nanotechnology-open-access.php

Top URLs in Tweet in G2:
[8] http://paper.li/ginasmith888/1500069155?edition_id=2e091290-795f-11e7-970d-002590a5ba2d
[8] http://paper.li/ginasmith888/1500069155?edition_id=5a3d71e0-7571-11e7-970d-002590a5ba2d
[7] http://paper.li/ginasmith888/1500069155?edition_id=585e8740-7a28-11e7-970d-002590a5ba2d
[5] http://paper.li/ginasmith888/1500069155?edition_id=aef309a0-7703-11e7-970d-002590a5ba2d
[4] http://paper.li/ginasmith888/1500069155?edition_id=2fbc5950-74a8-11e7-970d-002590a5ba2d
[4] http://paper.li/ginasmith888/1500069155?edition_id=2c5e7e60-7e16-11e7-9bcb-002590a5ba2d
[3] http://paper.li/ginasmith888/1500069155?edition_id=8308d2b0-7af1-11e7-970d-002590a5ba2d
[3] http://paper.li/ginasmith888/1500069155?edition_id=ad255d10-7bba-11e7-970d-002590a5ba2d
[3] http://paper.li/ginasmith888/1500069155?edition_id=d9070880-77cc-11e7-970d-002590a5ba2d
[2] http://paper.li/ginasmith888/1500069155?edition_id=d7b9d690-7c83-11e7-9bcb-002590a5ba2d

Top URLs in Tweet in G3:
[17] http://tweetedtimes.com/v/11692
[13] http://www.etpn2017.eu
[7] http://www.nanoorbit.com/nanotechnology-journal/nanomedicine/new-nanotechnology-method-that-restores-vision.html
[6] http://www.thebody.com/content/80121/is-nano-medicine-the-future-of-hiv-treatment.html
[5] http://www.meetingsint.com/pharma-conferences/nanomedicine-nanotechnology
[4] https://compassmag.3ds.com/#/Research/NANO-MEDICINE
[4] http://www.nanodds2017.org/
[2] http://paper.li/ghughesmba/1435077112?edition_id=37c65580-7893-11e7-b326-0cc47a0d15fd
[2] http://paper.li/ghughesmba/1435077112?edition_id=50b69ba0-74a5-11e7-b326-0cc47a0d15fd
[2] http://paper.li/ghughesmba/1435077112?edition_id=7a802400-756e-11e7-b326-0cc47a0d15fd

Top URLs in Tweet in G4:
[7] http://www.nanodds2017.org/
[5] http://news.engineering.utoronto.ca/targeting-tumours-ibbme-researchers-investigate-biological-barriers-nanomedicine-delivery/
[3] https://twitter.com/jamieev89/status/894971925960773633
[3] http://www.ibbme.utoronto.ca/news/targeting-tumours-ibbme-researchers-investigate-biological-barriers-nanomedicine-delivery/
[1] https://twitter.com/i/web/status/896003779069304834
[1] http://pubs.acs.org/page/vi/nanomedicine-newdevelopments
[1] https://twitter.com/i/web/status/896045060873113601
[1] https://twitter.com/i/web/status/894869988783382528
[1] https://twitter.com/i/web/status/896039792500256768
[1] https://twitter.com/i/web/status/894869988447748096

Top URLs in Tweet in G5:
[2] https://www.fda.gov:80/FDAgov/NewsEvents/Newsroom/PressAnnouncements/ucm569883.htm
[1] https://twitter.com/i/web/status/895341792203345923
[1] https://twitter.com/i/web/status/895341056119771144
[1] https://twitter.com/i/web/status/895341141398360065
[1] https://twitter.com/i/web/status/895341210298191873
[1] https://twitter.com/i/web/status/895341268632571914
[1] https://twitter.com/i/web/status/895341376015093760
[1] https://twitter.com/i/web/status/895341430444609538
[1] https://twitter.com/i/web/status/895341668324573184
[1] https://twitter.com/i/web/status/895341733445345280

Top URLs in Tweet in G6:
[14] http://fw.to/AwSfcvH
[1] https://twitter.com/i/web/status/893132028786466817

Top URLs in Tweet in G7:
[10] https://www.nature.com/naturejobs/science/jobs/621087-fondazione-istituto-italiano-di-tecnologia-iit-invites-applications-for-24-marie-sklodowska-curie-fellows-to-become-scientists-in-nanomedicine-neuroscience-and-robotics

Top URLs in Tweet in G8:
[13] http://www.ctvnews.ca/health/nanomedicine-potentially-revolutionary-class-of-drugs-are-made-in-canada-1.3531299

Top URLs in Tweet in G9:
[3] http://www.cell.com/trends/cancer/fulltext/S2405-8033(17)30123-1
[2] http://news.mit.edu/2017/antibiotic-nanoparticles-fight-drug-resistant-bacteria-0712?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+mit%2Fresearch-news+%28MIT+News+Office+-+Research+News%29&_scpsug=crawled_275325_8f5c7350-671e-11e7-c577-f01fafd7b417#_scpsug=crawled_275325_8f5c7350-671e-11e7-c577-f01fafd7b417
[1] http://www.nanomedicine-award.com/

Top URLs in Tweet in G10:
[1] http://wallstreetpit.com/113927-drug-loaded-nanoswimmers-kill-cancer-cells/
[1] https://twitter.com/i/web/status/896027833579044864
[1] https://www.jotform.com/jcep/apply
[1] https://twitter.com/i/web/status/896036520867614720
[1] https://twitter.com/i/web/status/890561397293293569
[1] https://twitter.com/i/web/status/890923547723542528

Top Domains
Top Domains in Tweet in Entire Graph:
[99] paper.li
[87] twitter.com
[38] ctvnews.ca
[26] fw.to
[19] tweetedtimes.com
[13] etpn2017.eu
[13] nature.com
[11] nanodds2017.org
[11] nanoorbit.com
[10] fb.me

Top Domains in Tweet in G1:
[20] twitter.com
[17] ctvnews.ca
[9] paper.li
[9] fw.to
[9] careerarc.com
[6] fb.me
[6] medgadget.com
[3] google.com
[3] linkedin.com
[3] blogspot.com

Top Domains in Tweet in G2:
[58] paper.li
[2] degruyter.com
[2] twitter.com
[2] nih.gov
[1] theguardian.com
[1] ctvnews.ca
[1] google.com
[1] lifeextension.com

Top Domains in Tweet in G3:
[19] tweetedtimes.com
[18] paper.li
[17] twitter.com
[13] etpn2017.eu
[8] nanoorbit.com
[6] thebody.com
[5] meetingsint.com
[4] 3ds.com
[4] nanodds2017.org
[3] phys.org

Top Domains in Tweet in G4:
[10] twitter.com
[8] utoronto.ca
[7] nanodds2017.org
[1] acs.org
[1] nature.com

Top Domains in Tweet in G5:
[10] twitter.com
[2] fda.gov

Top Domains in Tweet in G6:
[14] fw.to
[1] twitter.com

Top Domains in Tweet in G7:
[10] nature.com

Top Domains in Tweet in G8:
[13] ctvnews.ca

Top Domains in Tweet in G9:
[3] cell.com
[2] mit.edu
[1] nanomedicine-award.com

Top Domains in Tweet in G10:
[4] twitter.com
[1] wallstreetpit.com
[1] jotform.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[147] nanomedicine
[52] nanotechnology
[24] ai
[19] iot
[16] health
[15] technology
[15] etpn2017
[14] cancer
[13] science
[12] robotics



Top Hashtags in Tweet in G1:
[17] nanomedicine
[9] houston
[9] job
[8] hiring
[5] healthcare
[4] jobs
[4] careerarc
[3] research
[3] lifeextension
[3] aging

Top Hashtags in Tweet in G2:
[17] ai
[16] iot
[11] robotics
[8] bigdata
[6] tech
[3] nanomedicine
[3] technology
[2] science
[2] medicine
[2] energyefficiency

Top Hashtags in Tweet in G3:
[53] nanomedicine
[37] nanotechnology
[15] etpn2017
[6] hivtreatment
[4] 3dscompass
[4] science
[4] stem
[3] technology
[3] cancer
[3] biomarkers

Top Hashtags in Tweet in G4:
[10] nanomedicine
[6] cancer
[4] tumours
[1] virtual
[1] issue
[1] nano
[1] infectious
[1] disease

Top Hashtags in Tweet in G5:
[3] health
[3] innovation
[3] nanotechnology
[3] nanomedicine

Top Hashtags in Tweet in G7:
[8] minded
[5] careers
[5] postdoc

Top Hashtags in Tweet in G9:
[5] nanomedicine
[2] antibioticresistance
[2] physicsrocks
[2] oncology

Top Words
Top Words in Tweet in Entire Graph:
[201] Words in Sentiment List#1: Positive
[84] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[7116] Non-categorized Words
[7401] Total Words
[419] nanomedicine
[96] latest
[94] daily
[80] drugs
[74] nanotechnology

Top Words in Tweet in G1:
[77] nanomedicine
[32] drugs
[30] class
[27] revolutionary
[27] made
[27] canada
[26] potentially
[25] nanomedicine'
[18] nanotechnology
[15] new

Top Words in Tweet in G2:
[65] nanomedicine
[56] latest
[56] daily
[55] thanks
[28] ginasmith888
[17] ai
[16] iot
[11] robotics
[8] psiee
[8] bigdata

Top Words in Tweet in G3:
[101] nanomedicine
[38] nanotechnology
[28] gt
[26] lt
[21] 2017
[21] nano
[18] latest
[18] daily
[18] top
[16] abstract

Top Words in Tweet in G4:
[20] nanomedicine
[14] 2017
[12] now
[12] delivery
[11] acsnano
[9] virtual
[9] issue
[9] researchers
[8] acs_infectious
[8] collaborative

Top Words in Tweet in G5:
[11] df_hcc
[11] sqzbiotech
[11] polarisvc
[11] ki_nanomedicine
[11] snbhatia
[9] ksbosley
[9] editasmed
[8] syrospharma
[6] biogen
[6] womeninbio

Top Words in Tweet in G6:
[15] nanonmedicine
[15] new
[15] class
[15] made
[15] canada
[15] drugs
[15] revolutionize
[15] autoimmune
[15] disease
[15] treatment

Top Words in Tweet in G7:
[14] call
[13] mindedmsca
[12] iitalk
[9] naturenews
[8] august
[8] minded
[5] careers
[5] postdoc
[5] mscactions
[5] applications

Top Words in Tweet in G8:
[13] potentially
[13] revolutionary
[13] class
[13] drugs
[13] made
[13] canada
[12] canadanurses
[12] 'nanomedicine'

Top Words in Tweet in G9:
[8] nanomedicine
[8] cancer
[3] nanobiotix
[3] trendscancer
[3] sengupta
[3] opinion
[3] immunotherapy
[2] impressive
[2] results
[2] antibiotic

Top Words in Tweet in G10:
[13] kacst
[13] harvard
[6] alialhasan
[4] training
[4] center
[4] 2
[4] advanced
[3] nanomedicine_ar
[3] atp
[3] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[94] latest,nanomedicine
[94] nanomedicine,daily
[64] made,canada
[63] daily,thanks
[53] class,drugs
[50] revolutionary,class
[49] potentially,revolutionary
[46] drugs,made
[34] ginasmith888,latest
[29] nanomedicine',potentially

Top Word Pairs in Tweet in G1:
[28] class,drugs
[27] revolutionary,class
[27] made,canada
[26] potentially,revolutionary
[26] drugs,made
[25] nanomedicine',potentially
[11] houston,tx
[6] ginasmith888,latest
[6] latest,nanomedicine
[6] nanomedicine,daily

Top Word Pairs in Tweet in G2:
[56] latest,nanomedicine
[56] nanomedicine,daily
[55] daily,thanks
[28] ginasmith888,latest
[7] thanks,cancerriot
[7] cancerriot,psiee
[7] psiee,singh_k_ankit
[7] singh_k_ankit,bigdata
[4] thanks,gadgeon
[4] gadgeon,leaheymedia

Top Word Pairs in Tweet in G3:
[20] nanomedicine,nanotechnology
[18] latest,nanomedicine
[18] nanomedicine,daily
[15] focus,nano
[15] nano,nanomedicine
[14] etpn2017,gt
[14] gt,gt
[14] gt,registration
[14] registration,abstract
[14] nanomedicine,top

Top Word Pairs in Tweet in G4:
[9] virtual,issue
[8] collaborative,virtual
[8] out,now
[8] now,highlighting
[8] highlighting,interface
[8] interface,between
[8] between,two
[8] two,research
[8] research,fields
[7] nanodds,2017

Top Word Pairs in Tweet in G5:
[11] df_hcc,sqzbiotech
[11] sqzbiotech,polarisvc
[9] polarisvc,ki_nanomedicine
[9] ki_nanomedicine,snbhatia
[9] ksbosley,editasmed
[8] snbhatia,ksbosley
[8] editasmed,syrospharma
[6] syrospharma,biogen
[6] biogen,womeninbio
[3] meucefiu,eu

Top Word Pairs in Tweet in G6:
[15] nanonmedicine,new
[15] new,class
[15] class,made
[15] made,canada
[15] canada,drugs
[15] drugs,revolutionize
[15] revolutionize,autoimmune
[15] autoimmune,disease
[15] disease,treatment
[14] ctvnews,nanonmedicine

Top Word Pairs in Tweet in G7:
[9] call,mindedmsca
[9] mindedmsca,naturenews
[7] iitalk,call
[5] careers,postdoc
[5] postdoc,iitalk
[5] iitalk,mscactions
[5] mscactions,minded
[5] minded,call
[5] call,applications
[5] applications,deadline

Top Word Pairs in Tweet in G8:
[13] potentially,revolutionary
[13] revolutionary,class
[13] class,drugs
[13] drugs,made
[13] made,canada
[12] canadanurses,'nanomedicine'
[12] 'nanomedicine',potentially

Top Word Pairs in Tweet in G9:
[3] trendscancer,sengupta
[3] sengupta,opinion
[3] opinion,cancer
[3] cancer,nanomedicine
[3] nanomedicine,cancer
[3] cancer,immunotherapy
[2] impressive,results
[2] results,antibiotic
[2] antibiotic,nanomedicine
[2] nanomedicine,research

Top Word Pairs in Tweet in G10:
[9] kacst,harvard
[3] nanomedicine_ar,kacst
[3] alialhasan,kacst
[2] alialhasan,nanomedicine_ar
[2] harvard,3
[2] 3,atp
[2] atp,consist
[2] consist,hands
[2] hands,research
[2] research,training

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ginasmith888
@etpnanomedicine
@ctvnews
@nanoorbitnews
@mindedmsca
@acsnano
@iitalk
@canadanurses
@harvard
@sqzbiotech

Top Mentioned in G1:
@dannyshooknews

Top Mentioned in G2:
@ginasmith888
@psiee
@cancerriot
@singh_k_ankit
@gadgeon
@leaheymedia
@martin_mckee
@gersonmak
@computer_fixxx
@diplomatnews

Top Mentioned in G3:
@etpnanomedicine
@nanoorbitnews
@thebodydotcom
@dassault3ds
@wolframjoy
@nanoletters
@william03737069
@mmazza_nano
@uqpharmacy
@uq_news

Top Mentioned in G4:
@acsnano
@acs_infectious
@thechanlab
@ibbme_uoft
@uoftengineering
@donnellycentre
@christineallenw
@natbme
@gilbertlab
@acsnanotation

Top Mentioned in G5:
@sqzbiotech
@polarisvc
@ki_nanomedicine
@snbhatia
@ksbosley
@editasmed
@syrospharma
@biogen
@womeninbio
@meucefiu

Top Mentioned in G6:
@ctvnews

Top Mentioned in G7:
@mindedmsca
@iitalk
@naturenews
@mscactions
@postdoc_jobs

Top Mentioned in G8:
@canadanurses

Top Mentioned in G9:
@mit
@nanobiotix
@trendscancer
@cancer_cell
@cnews
@nano_inmedicine
@etpnanomedicine
@pneumonp
@gauberts

Top Mentioned in G10:
@harvard
@kacst
@alialhasan
@nanomedicine_ar
@brighamwomens
@kaimrc_ksa
@omarfarha5
@naturematerials
@natrevdrugdisc

Top Tweeters
Top Tweeters in Entire Graph:
@dannyshooknews
@report24ca
@jurylady5
@environmentguru
@nuevomedio
@evankirstel
@g_orl
@blackphysicists
@1loriking
@biconnections

Top Tweeters in G1:
@dannyshooknews
@environmentguru
@g_orl
@allnewjobstoyou
@sapynews
@ahmadtx
@medagness
@fletjan
@book_titles_bot
@marieannelecler

Top Tweeters in G2:
@biconnections
@dj_shaily
@binaryloom
@technowornever
@calcaware
@iotimelab
@energycoin
@ku5h4l
@utarsystems
@happhopper

Top Tweeters in G3:
@nuevomedio
@technoxray
@gorinanu
@uq_news
@thebodydotcom
@argosbiotech
@dassault3ds
@david_bott
@londoner_007
@gera_sjr

Top Tweeters in G4:
@blackphysicists
@afsynchrotron
@uoftengineering
@acsnano
@acsnanotation
@donnellycentre
@patternsngames
@natbme
@ben_ouyang
@iffy999

Top Tweeters in G5:
@bio
@womeninbio
@meucefiu
@kochinstitute
@biogen
@polarisvc
@franceinmiami
@ksbosley
@drtarekfadel
@syrospharma

Top Tweeters in G6:
@bautistabomb
@ctvnews
@rokyfitz
@organisemybiz
@allcell9
@willbys
@tishheaven
@cedarlanenews
@jackconnie
@macraejoan

Top Tweeters in G7:
@naturenews
@retegenova
@3durbanessence
@iitalk
@steamoroso
@mscactions
@valipolini
@postdoc_jobs
@julien_science
@arranreader

Top Tweeters in G8:
@jurylady5
@justmemarie2
@robinmacnab
@codienec
@canadanurses
@aswalli
@buddenflorence
@bleeloganberg
@mccarthyka62
@erwinmalzer

Top Tweeters in G9:
@cnews
@mit
@j_gomez_moya
@gauberts
@hendryvictoria
@cancer_cell
@michaelfarmacia
@trendscancer
@pneumonp
@fu1rrjbi6rylklb

Top Tweeters in G10:
@harvard
@kacst
@brighamwomens
@salehfayezm
@naturematerials
@omarfarha5
@kaimrc_ksa
@natrevdrugdisc
@louisedawe
@nanomedicine_ar