Nanomedicine, Twitter, 3/30/2019 11:29:48 PM, 192149


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Nanomedicine_2019-03-30_16-24-59.xlsx
Nanomedicine_2019-03-30_16-24-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 30, 2019
Short Description:
Nanomedicine via NodeXL http://bit.ly/2JVbKEb
@etpnanomedicine
@crs_fg_nano
@unileidennews
@frlagarce
@ginasmith888
@cupido_project
@crsbeneluxfr
@sintef
@ntsapis
@ruthbs

Top hashtags:
#nanomedicine
#nanotechnology
#homeopathy
#healthcare
#houston
#neurology

Description:
Description
The graph represents a network of 584 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, 30 March 2019 at 23:25 UTC.

The requested start date was Friday, 29 March 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, 18-hour, 37-minute period from Friday, 15 March 2019 at 04:52 UTC to Thursday, 28 March 2019 at 23:30 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 : 584
Unique Edges : 687
Edges With Duplicates : 203
Total Edges : 890
Number of Edge Types : 3
Mentions : 683
Tweet : 185
Replies to : 22
Self-Loops : 185
Reciprocated Vertex Pair Ratio : 0.0569105691056911
Reciprocated Edge Ratio : 0.107692307692308
Connected Components : 130
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 108
Maximum Edges in a Connected Component : 253
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.20878
Graph Density : 0.0019091144058836
Modularity : 0.714773
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://facultyofhomeopathy.org/homeopathy-the-evidence/
[11] http://www.nme19.eu/abstract/
[10] http://www.nme19.eu
[9] https://novel-drugdelivery-systems.euroscicon.com/
[7] https://twitter.com/MSCActions/status/1109802041029754885
[7] https://www.visualcapitalist.com/5-ways-technology-healthcare-industry/
[5] https://candidate.hr-manager.net/ApplicationInit.aspx?cid=1131&ProjectId=144313&DepartmentId=19000&MediaId=5&utm_source=dlvr.it&utm_medium=facebook
[5] https://matmatch.com/blog/nanoparticles-for-cancer-detection-and-treatment/?ref=quuu&utm_source=quuu
[5] http://www.nanoappsmedical.com/nanotechnology-nanomedicine-and-ai-toward-the-dream-of-global-health-care-equivalency/
[5] https://nanocongress.nanotechconferences.org/

Top URLs in Tweet in G1:
[7] https://www.visualcapitalist.com/5-ways-technology-healthcare-industry/
[4] https://nano.expertconferences.org/
[3] https://healthybuilds.com/nanomedicine-for-cancer-immunotherapy-spherical-nucleic-acids/
[2] https://www.otcmarkets.com/stock/VIBI/news/Vilacto-Bio-Unveils-Development-Programs-for-LACTOACTIVE-iTHER?id=204491
[2] https://www.omicsonline.org/ArchiveJNMNT/currentissue-nanomedicine-nanotechnology-open-access.php
[2] https://www.medgadget.com/2019/03/researchers-design-rapid-method-to-custom-build-drug-ferrying-particles.html
[1] https://jacobspublishers.com/jacobs-journal-of-nanomedicine-and-nanotechnology-issn-2475-4935/
[1] https://ehealthnews.co.za/breast-cancer-nanomedicine/
[1] https://lnkd.in/f7KyeBS
[1] https://www.nature.com/articles/s41565-018-0356-z

Top URLs in Tweet in G2:
[1] https://paper.li/ginasmith888/1500069155?edition_id=5ed2caf0-51a4-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=36f1bb90-476d-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=61ae2f70-4836-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=8bbcd720-48ff-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=e0e52de0-4a91-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=0b1feea0-4b5b-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=35c8da80-4c24-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=5fea6df0-4ced-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=8a422c90-4db6-11e9-86d5-002590a5ba2d
[1] https://paper.li/ginasmith888/1500069155?edition_id=c1d14001-4e7f-11e9-86d5-002590a5ba2d

Top URLs in Tweet in G3:
[10] http://www.nme19.eu/abstract/
[10] http://www.nme19.eu
[7] https://twitter.com/MSCActions/status/1109802041029754885
[4] https://www.nature.com/articles/s41565-019-0406-1
[3] https://etp-nanomedicine.eu/job/phd-organ-on-chip-cea/
[3] https://pubs.acs.org/doi/10.1021/acsnano.8b06610
[3] https://candidate.hr-manager.net/ApplicationInit.aspx?cid=1131&ProjectId=144313&DepartmentId=19000&MediaId=5&utm_source=dlvr.it&utm_medium=facebook
[2] https://twitter.com/NOBEL_Project/status/1110909373067481088
[1] https://etp-nanomedicine.eu/job/sintef-researchers-nanomedicine/
[1] https://etp-nanomedicine.eu/job/nanomedicine-prof-university-leiden/

Top URLs in Tweet in G4:
[2] https://etp-nanomedicine.eu/job/nanomedicine-prof-university-leiden/
[1] https://candidate.hr-manager.net/ApplicationInit.aspx?cid=1131&ProjectId=144313&DepartmentId=19000&MediaId=5&utm_source=dlvr.it&utm_medium=facebook
[1] https://www.dovepress.com/di-o-lauroyl-decitabine-lipid-nanocapsules-toward-extending-decitabine-peer-reviewed-article-IJN

Top URLs in Tweet in G5:
[2] https://join.onstreammedia.com/go/49557802/crs_nano_fg_webinar
[2] https://www.mdpi.com/1999-4923/11/3/145/htm
[1] http://www.reinekelab.com/postdoc-available
[1] https://www.youtube.com/watch?v=ApGa0COjZz4&feature=youtu.be

[1] https://candidate.hr-manager.net/ApplicationInit.aspx?cid=1131&ProjectId=144313&DepartmentId=19000&MediaId=5&utm_source=dlvr.it&utm_medium=facebook

Top URLs in Tweet in G6:
[3] https://www.statnews.com/2019/03/21/mit-2019-image-award-winners/
[1] https://www.cambridgesciencefestival.org/event/mit-cancer-detectives-cracking-the-case-with-science-and-engineering/
[1] https://cen.acs.org/people/profiles/Chemical-engineer-Paula-T-Hammond/97/i12
[1] https://www.nano.gov/womens-history-month
[1] http://news.mit.edu/2019/onemit-creates-monument-at-smallest-scale-0318

Top URLs in Tweet in G7:
[2] https://twitter.com/CEBiomedicine/status/1106968061276549121
[2] https://twitter.com/CEBiomedicine/status/1109119776268394496
[2] https://www.statnews.com/feature/stat-madness/bracket/
[1] https://www.the-scientist.com/news-opinion/the-lancet-retracts-cardiac-stem-cell-clinical-trial-paper-65598
[1] https://vanderbilt.irisregistration.com/Home/Site?code=ISEVMRS2019
[1] https://twitter.com/khalidshahs/status/1106627372000923648
[1] https://www.scitecheuropa.eu/spherical-nucleic-acids/93591/

Top URLs in Tweet in G8:
[15] https://facultyofhomeopathy.org/homeopathy-the-evidence/
[3] https://hhcc.com.au/nanomedicine-ty-bollinger/?fbclid=IwAR38FLBFkPuFfcRYj_dvDxj9xqS_G2Na1QrqKH96zU-j_EP5xkUlOmIvDlg

Top URLs in Tweet in G10:
[1] https://www.futuremedicine.com/doi/full/10.2217/nnm-2018-0467

Top Domains
Top Domains in Tweet in Entire Graph:
[25] twitter.com
[21] nme19.eu
[15] facultyofhomeopathy.org
[14] paper.li
[14] nanotechconferences.org
[13] euroscicon.com
[12] careerarc.com
[11] nanoappsmedical.com
[9] medgadget.com
[7] etp-nanomedicine.eu

Top Domains in Tweet in G1:
[7] visualcapitalist.com
[6] feedburner.com
[5] genphys.com
[4] expertconferences.org
[3] otcmarkets.com
[3] healthybuilds.com
[2] nature.com
[2] twitter.com
[2] pharmiweb.jobs
[2] theconversation.com

Top Domains in Tweet in G2:
[14] paper.li

Top Domains in Tweet in G3:
[20] nme19.eu
[11] twitter.com
[5] etp-nanomedicine.eu
[4] nature.com
[3] acs.org
[3] hr-manager.net
[1] youtube.com

Top Domains in Tweet in G4:
[2] etp-nanomedicine.eu
[1] hr-manager.net
[1] dovepress.com

Top Domains in Tweet in G5:
[2] onstreammedia.com
[2] mdpi.com
[1] reinekelab.com
[1] youtube.com
[1] hr-manager.net

Top Domains in Tweet in G6:
[3] statnews.com
[1] cambridgesciencefestival.org
[1] acs.org
[1] nano.gov
[1] mit.edu

Top Domains in Tweet in G7:
[5] twitter.com
[2] statnews.com
[1] the-scientist.com
[1] irisregistration.com
[1] scitecheuropa.eu

Top Domains in Tweet in G8:
[15] facultyofhomeopathy.org
[3] com.au

Top Domains in Tweet in G10:
[1] futuremedicine.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[204] nanomedicine
[55] nanotechnology
[23] homeopathy
[15] healthcare
[15] houston
[15] neurology
[14] innovation
[14] nme19
[14] ai
[14] digitalhealth



Top Hashtags in Tweet in G1:
[21] nanomedicine
[7] nanotechnology
[7] jobs
[4] pharma
[3] medicine
[3] nanoparticles
[2] nano
[2] science
[2] swiss
[2] hiring

Top Hashtags in Tweet in G2:
[5] nanotechnology
[4] technology
[4] healthtech
[3] tech
[2] healthcare
[2] science
[1] womenshistorymonth
[1] cancer
[1] fpic
[1] health

Top Hashtags in Tweet in G3:
[45] nanomedicine
[17] nanotechnology
[14] nme19
[10] abstract
[8] regulatory
[6] job
[6] healthcare
[5] europe
[5] nanomedicines
[4] organonchip

Top Hashtags in Tweet in G4:
[17] nanomedicine
[9] ecpharmaceutics
[6] nanomédecine
[4] nanosciences
[4] nanotechnology
[2] aml
[2] decitabine
[1] ecbologna2019
[1] apgi
[1] adritelf

Top Hashtags in Tweet in G5:
[14] nanomedicine
[4] hiv
[1] youtube
[1] nanomédecine
[1] spain

Top Hashtags in Tweet in G6:
[2] nanotechnology
[2] nano
[2] kiimages
[2] womenshistorymonth
[2] viruses
[2] stem
[1] nanomaterials
[1] womeninnano
[1] diversity
[1] inclusion

Top Hashtags in Tweet in G7:
[4] nanomedicine
[3] immunoengineering
[2] jhu
[2] wilmer
[1] basicresearch
[1] thisisdodscience
[1] biomaterials
[1] women
[1] cancer
[1] research

Top Hashtags in Tweet in G8:
[21] homeopathy
[21] nanomedicine
[2] cam4animals
[2] drrajendraninterview

Top Hashtags in Tweet in G9:
[13] kaust
[4] delegation
[4] nanomedicine
[1] kau
[1] kingabdulazizuniversity
[1] saudivision2030

Top Hashtags in Tweet in G10:
[5] arcfuturefellowship
[1] cytokinesensing
[1] personalisedmedicine
[1] oznanomed

Top Words
Top Words in Tweet in Entire Graph:
[429] Words in Sentiment List#1: Positive
[129] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[12300] Non-categorized Words
[12858] Total Words
[234] nanomedicine
[204] #nanomedicine
[74] more
[72] 2019
[67] cancer

Top Words in Tweet in G1:
[54] nanomedicine
[21] #nanomedicine
[17] healthcare
[15] nanotechnology
[9] switzerland
[8] future
[8] industry
[8] ways
[8] cancer
[8] barrington

Top Words in Tweet in G2:
[14] latest
[14] nanomedicine
[14] daily
[14] thanks
[5] #nanotechnology
[4] #technology
[4] #healthtech
[3] #tech
[2] #healthcare
[2] #science

Top Words in Tweet in G3:
[45] #nanomedicine
[31] etpnanomedicine
[22] gt
[17] #nanotechnology
[17] 2019
[16] dr
[15] nanomed
[15] europe
[14] #nme19
[14] lt

Top Words in Tweet in G4:
[17] #nanomedicine
[13] nanomedicine
[12] umr8612
[11] opening
[11] vacancy
[11] full
[11] frlagarce
[10] crsbeneluxfr
[10] elias_fattal
[9] #ecpharmaceutics

Top Words in Tweet in G5:
[21] webinar
[19] first
[19] dr
[19] jeffrey
[19] d
[17] crs_fg_nano
[16] clogston
[16] ncl
[15] development
[14] #nanomedicine

Top Words in Tweet in G6:
[14] kochinstitute
[12] today
[11] padminipillai
[11] ki_nanomedicine
[10] drrituraman
[10] join
[10] seminar
[10] discuss
[10] quantitative
[9] metric

Top Words in Tweet in G7:
[8] في
[5] و
[4] إلى
[4] دور
[4] دعمكم
[4] او
[4] #nanomedicine
[3] cancer
[3] kacst
[3] wonderful

Top Words in Tweet in G8:
[42] more
[21] call
[21] #homeopathy
[21] form
[21] #nanomedicine
[21] results
[21] seem
[21] make
[13] efhpaeu
[13] htt

Top Words in Tweet in G9:
[17] cipm
[15] cipm_kau
[13] warmly
[13] invites
[13] attend
[13] presentation
[13] prof
[13] charlotte
[13] hauser
[13] head

Top Words in Tweet in G10:
[8] nanomedicine
[5] read
[5] recent
[5] article
[5] published
[5] regarding
[5] intelligent
[5] nanoparticles
[5] #arcfuturefellowship
[5] early

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] first,webinar
[22] dr,jeffrey
[22] jeffrey,d
[22] more,more
[21] call,#homeopathy
[21] #homeopathy,form
[21] form,#nanomedicine
[21] #nanomedicine,results
[21] results,seem
[21] seem,make

Top Word Pairs in Tweet in G1:
[9] nanotechnology,nanomedicine
[9] healthcare,nanotechnology
[8] barrington,james
[8] james,europe
[7] emerging,technologies
[7] technologies,nanomedicine
[7] nanomedicine,ai
[7] ai,shaping
[7] shaping,future
[7] future,healthcare

Top Word Pairs in Tweet in G2:
[14] latest,nanomedicine
[14] nanomedicine,daily
[14] daily,thanks

Top Word Pairs in Tweet in G3:
[15] nanomed,europe
[15] europe,2019
[12] information,here
[11] gt,gt
[10] one,month
[10] month,left
[10] left,submit
[10] submit,#abstract
[10] #abstract,nanomed
[10] 2019,selected

Top Word Pairs in Tweet in G4:
[11] opening,vacancy
[6] full,professor
[6] professor,position
[6] nanomedicine,biotherapeutics
[6] biotherapeutics,delivery
[6] delivery,more
[6] recent,paper
[6] paper,written
[6] written,pr
[6] pr,florence

Top Word Pairs in Tweet in G5:
[19] first,webinar
[19] dr,jeffrey
[19] jeffrey,d
[16] d,clogston
[16] clogston,ncl
[10] miss,first
[10] webinar,dr
[10] ncl,#nanomedicine
[10] #nanomedicine,development
[9] crs_fg_nano,miss

Top Word Pairs in Tweet in G6:
[11] kochinstitute,ki_nanomedicine
[10] join,padminipillai
[10] padminipillai,today
[10] today,kochinstitute
[10] ki_nanomedicine,seminar
[10] seminar,discuss
[10] discuss,quantitative
[9] drrituraman,join
[9] quantitative,metric
[2] calling,junior

Top Word Pairs in Tweet in G7:
[4] إلى,دور
[2] registration,now
[2] now,open
[2] open,first
[2] first,join
[2] join,conference
[2] conference,extracellular
[2] extracellular,vesicles
[2] vesicles,cancer
[2] cancer,nashville

Top Word Pairs in Tweet in G8:
[21] call,#homeopathy
[21] #homeopathy,form
[21] form,#nanomedicine
[21] #nanomedicine,results
[21] results,seem
[21] seem,make
[21] make,more
[21] more,more
[13] efhpaeu,call
[13] more,htt

Top Word Pairs in Tweet in G9:
[15] cipm_kau,cipm
[13] cipm,warmly
[13] warmly,invites
[13] invites,attend
[13] attend,presentation
[13] presentation,prof
[13] prof,charlotte
[13] charlotte,hauser
[13] hauser,head
[13] head,nanomedicine

Top Word Pairs in Tweet in G10:
[5] read,recent
[5] recent,article
[5] article,published
[5] published,nanomedicine
[5] nanomedicine,regarding
[5] regarding,intelligent
[5] intelligent,nanoparticles
[5] nanoparticles,#arcfuturefellowship
[5] #arcfuturefellowship,early
[4] guozhen_liu,read

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@etpnanomedicine
@crs_fg_nano
@kochinstitute
@cipm_kau
@efhpaeu
@crsbeneluxfr
@frlagarce
@umr8612
@nanowiki
@padminipillai

Top Mentioned in G1:
@lungcancer_bio
@oncologytimes

Top Mentioned in G2:
@rodrigonunescal
@janetbiggs3
@tymerzofficial
@nutrition_bio
@tsiincorporated
@commtechconsult
@ncisouthwest
@oxfordnano
@in_christ_999
@georgiosmatis

Top Mentioned in G3:
@etpnanomedicine
@nanowiki
@dechema
@lygature
@refine_h2020
@damovia
@tcddublin
@sintef
@europarl_en
@nobel_project

Top Mentioned in G4:
@umr8612
@frlagarce
@crsbeneluxfr
@elias_fattal
@murasimona
@unileidennews
@jc2_sfnano
@sfnano
@c
@labmint

Top Mentioned in G5:
@crs_fg_nano
@reineke_lab
@j_dasneves
@crsscience
@crsbeneluxfr
@mdpipharma
@brunocsarmento
@frlagarce
@unileidennews
@sintef

Top Mentioned in G6:
@kochinstitute
@padminipillai
@ki_nanomedicine
@drrituraman
@mit
@cambscifest
@statnews
@cenmag
@mitcheme
@rleatmit

Top Mentioned in G7:
@kacst
@metastasisrs
@isevorg
@cebiomedicine
@khalidshahs
@mrjeffkarp
@alialhasan
@brighamwomens
@umdbioe
@jhubme

Top Mentioned in G8:
@efhpaeu
@echhomeopathy
@cam4animals

Top Mentioned in G9:
@cipm_kau
@kau_media
@rdoksa
@saudivision

Top Mentioned in G10:
@guozhen_liu
@nanomed_unsw
@egoldys
@cnbpscience
@unswengineering
@arccoebionano
@cbnssa
@pallithordarson
@thurechtgroup
@mk_cci

Top Tweeters
Top Tweeters in Entire Graph:
@engineersday
@onahunttoday
@chidambara09
@malqahtani2011
@rodrigonunescal
@genphys
@chriswill1337
@technowornever
@machinelearn_d
@forbes

Top Tweeters in G1:
@engineersday
@genphys
@eprnetwork
@pharmiwebjobs
@_ricardonester_
@mazensalama
@melstrum333
@pw_ch
@lungcancer_bio
@tc_africa

Top Tweeters in G2:
@rodrigonunescal
@desainted
@happy02013guy
@eepublishers
@irmaraste
@blatentlie
@janetbiggs3
@renal_bio
@nutrition_bio
@oscillousa

Top Tweeters in G3:
@technowornever
@tcddublin
@europarl_en
@nanowiki
@luciainigo_cdti
@iseult5
@nanomedspain
@elianafrantz
@cea_recherche
@_m_masa

Top Tweeters in G4:
@julnicolas
@unipadova
@dovepress
@chu_angers
@murasimona
@pharmaexcipient
@ntsapis
@u_psud
@unileidennews
@c

Top Tweeters in G5:
@generalitat
@stamoran
@mathacmu
@craigbuntnz
@think_little
@kwhiteheadlab
@irene_dlz
@biomateriales
@crsscience
@yvonneperrie

Top Tweeters in G6:
@chemicaleyeguy
@statnews
@cenmag
@leannetancred
@mit_alumni
@mit
@springsstacey
@kochinstitute
@cambscifest
@lakdawala_lab

Top Tweeters in G7:
@harvard
@kacst
@mrjeffkarp
@brighamwomens
@jhubme
@inbt_jhu
@umdbioe
@metastasisrs
@jgreengroup
@isevorg

Top Tweeters in G8:
@bongsong2
@laurasabatini3
@4homeopathy
@barellim
@cleverh_themag
@michael_stark_
@sand_iris
@cleverhomeopath
@clara_becker_
@rejo_2016

Top Tweeters in G9:
@hattangattan
@profadeel_
@smkabrah
@kau_media
@felimbanri
@cipm_kau
@kfmrc_official
@ch201412
@cegmr
@genati_service

Top Tweeters in G10:
@prof_hutchinson
@cancersphere
@ooichiyan
@cnbpscience
@mk_cci
@pallithordarson
@arccoebionano
@egoldys
@unswengineering
@nanomed_unsw


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