bioinformatics, Twitter, 11/14/2021 12:28:36 AM, 266171


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bioinformatics_2021-11-13_15-18-01.xlsx
bioinformatics_2021-11-13_15-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2021
Short Description:
bioinformatics via NodeXL https://bit.ly/3cc5Ppv
@compchembiobot
@binfotrends
@dnaed_tech
@muchhala_lab
@h3abionet
@cheandammicro
@bioinfo_updates
@jsantoyo
@naturebiotech
@julesrkm

Top hashtags:
#bioinformatics
#assignments
#essay
#homework
#genomics
#postdoc

Description:
Description
The graph represents a network of 4,335 Twitter users whose tweets in the requested range contained "bioinformatics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 November 2021 at 23:28 UTC.

The requested start date was Saturday, 13 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 6-day, 10-hour, 54-minute period from Saturday, 06 November 2021 at 14:06 UTC to Saturday, 13 November 2021 at 01:00 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 : 4335
Unique Edges : 3178
Edges With Duplicates : 12985
Total Edges : 16163
Number of Edge Types : 5
MentionsInRetweet : 7735
Mentions : 1166
Retweet : 5752
Tweet : 1364
Replies to : 146
Self-Loops : 1428
Reciprocated Vertex Pair Ratio : 0.0241384324560128
Reciprocated Edge Ratio : 0.0471390032656538
Connected Components : 394
Single-Vertex Connected Components : 188
Maximum Vertices in a Connected Component : 3429
Maximum Edges in a Connected Component : 14904
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.437314
Graph Density : 0.000374869131126486
Modularity : 0.381027
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,335 Twitter users whose tweets in the requested range contained "bioinformatics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 November 2021 at 23:28 UTC.

The requested start date was Saturday, 13 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 6-day, 10-hour, 54-minute period from Saturday, 06 November 2021 at 14:06 UTC to Saturday, 13 November 2021 at 01:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : bioinformatics
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:
[95] https://www.nature.com/articles/s41587-021-01108-x
[40] https://dx.plos.org/10.1371/journal.pone.0239275
[32] https://oliveriolab.org/open-positions/
[31] https://www.healthcareitnews.com/news/technology-optimization-enriching-healthcare-communications
[28] https://www.episcopalnewsservice.org/2021/09/09/hospital-chaplain-develops-system-that-helps-loved-ones-speak-for-patients-who-cant/
[26] https://doi.org/10.1515/jib-2019-0005
[26] https://www.weforum.org/agenda/2021/05/digital-health-telemedicine-telehealth-ai-digitalize-health-services/
[25] https://www.nature.com/articles/s41467-021-26792-w
[24] https://www.gotruvay.com
[21] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01108-x

Top URLs in Tweet in G1:
[24] https://www.gotruvay.com
[15] https://hopin.com/events/microbiome-vif-n-3
[15] https://hgserver1.amc.nl:443/
[8] https://peerj.com/articles/12294/
[8] https://www.bdglifesciences.com/workshops-online
[7] https://education.faes.org/search/publicCourseSearchDetails.do?method=load&courseId=1059963
[6] https://lbl.referrals.selectminds.com/jobs/production-services-manager-4393
[6] https://dx.plos.org/10.1371/journal.pone.0239275
[5] https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-021-04462-4
[5] https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-021-04005-x

Top URLs in Tweet in G2:
[34] https://dx.plos.org/10.1371/journal.pone.0239275
[28] https://www.healthcareitnews.com/news/technology-optimization-enriching-healthcare-communications
[25] https://www.episcopalnewsservice.org/2021/09/09/hospital-chaplain-develops-system-that-helps-loved-ones-speak-for-patients-who-cant/
[23] https://doi.org/10.1515/jib-2019-0005
[23] https://www.weforum.org/agenda/2021/05/digital-health-telemedicine-telehealth-ai-digitalize-health-services/
[23] https://www.nature.com/articles/s41467-021-26792-w
[16] https://www.mdpi.com/2073-4425/11/3/274/htm
[15] https://www.weforum.org:443/agenda/2021/05/digital-health-telemedicine-telehealth-ai-digitalize-health-services/
[14] http://biorxiv.org/lookup/doi/10.1101/2021.10.16.464636
[13] https://neurodivergentprogrammer.blogspot.com/

Top URLs in Tweet in G3:
[31] https://oliveriolab.org/open-positions/
[3] https://www.research-in-germany.org/news/2021/11/2021-11-05_Aquatic_plant_s_genome_reveals_evolutionary_surprises.html
[2] https://gallantries.github.io/galaxy-workshop/events/spanscriptomics/?utm_campaign=Spanscriptomics&utm_source=twitter&utm_medium=Socials
[2] https://www.abdn.ac.uk/genomics/bioinformatics/training/current-workshops/
[2] https://mailchi.mp/ac87aa89e237/announcement-new-tutorial-series-on-iscb-academy-6241697
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01108-x
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fimmunity%2Ffulltext%2FS1074-7613%2821%2900449-0%3F_returnURL%3Dhttps%253A%252F%252Flinkinghub.elsevier.com%252Fretrieve%252Fpii%252FS1074761321004490%253Fshowall%253Dtrue&rc=0
[1] https://www.ebi.ac.uk/training/on-demand
[1] https://twitter.com/ensembl/status/1458792503910543360
[1] https://www.ebi.ac.uk/training/events/programmatic-access-uniprot-using-python/

Top URLs in Tweet in G4:
[1] https://www.umsl.edu/~muchhalan/Postdoc22.html
[1] https://twitter.com/LabDavalos/status/1451535307866722316

Top URLs in Tweet in G5:
[5] https://www.nature.com/naturecareers/job/staff-fellow-bioinformatics-reviewer-center-for-biologics-evaluation-and-research-cber-usfda-748415
[3] https://wireilla.com/ijbb/index.html
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01108-x
[2] https://academic.oup.com/bioinformatics/advance-article-abstract/doi/10.1093/bioinformatics/btab664/6374493
[2] http://allcfps.com/wireilla/submission/index.php
[2] https://ai-scholar.tech/articles/bioinformatics/fold2seq
[1] https://cgspace.cgiar.org/handle/10568/115324
[1] https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btab688/6380547
[1] https://www.careerarc.com/job-listing/thermo-fisher-scientific-jobs-staff-bioinformatics-scientist-41023497?campaign_id=81749&cb=1634140339&src=1&tx=AxJTObeyMS0WCw&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[1] http://dlvr.it/SC1ZT7

Top URLs in Tweet in G6:
[1] https://www.jobs.ac.uk/job/CKJ558/phd-studentship-genomic-revolutions-in-donation-screening-and-safety-gridss-characterising-the-human-virome-and-its-impact-on-organ-transplant-and-blood-transfusion-safety

Top URLs in Tweet in G7:
[7] https://mesocentre.uca.fr/projets-associes/plateforme-aubi
[4] https://thepeninsulaqatar.com/article/07/11/2021/qatar-university-organises-workshop-on-viral-genomics-bioinformatics
[4] https://sites.google.com/site/tokyobioinformaticsmeeting/%E7%AC%AC5%E5%9B%9E%E7%A0%94%E7%A9%B6%E4%BC%9A
[4] https://thepeninsulaqatar.com/article/07/11/2021/qatar-university-organises-workshop-on-viral-genomics-bioinformatics?utm_source=dlvr.it&utm_medium=twitter
[3] http://www.mabit.org.hu/doc/hu/society/conferences/2021/bioinf_2021
[3] https://medium.com/learning-from-learners/introduction-to-learning-from-learners-e77ff7ac84e6
[3] https://jobs.sciencecareers.org/job/571663/senior-scientist-bioinformatics-vaccines/?TrackID=191882&utm_source=twitterfeed&utm_medium=feed&utm_campaign=15
[3] https://www.ugent.be/en
[3] https://ngotenders.net/database-engineer-principal-senior-bioinformatics-research-scientist/?feed_id=80085&_unique_id=618bba876c99a
[2] https://www.embl.org/jobs/position/EX00025

Top URLs in Tweet in G8:
[4] https://www.transmittingscience.com/courses/statistics-and-bioinformatics/course-intermediate-python-skills-for-biologists/
[3] https://www.transmittingscience.com/courses/statistics-and-bioinformatics/course-intermediate-python-skills-for-biologists/?utm_sq=gw4owmxlcr
[1] https://github.com/stephenturner/oneliners
[1] https://twitter.com/markowenmartin/status/1457868276986380288
[1] https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btab743/6422527
[1] https://www.biorxiv.org/content/10.1101/2021.11.08.467817v1
[1] https://academic.oup.com/bioinformatics/advance-article-abstract/doi/10.1093/bioinformatics/btab554/6330611?redirectedFrom=fulltext
[1] https://github.com/QiYanPitt/CHIT
[1] https://academic.oup.com/bioinformatics/advance-article-abstract/doi/10.1093/bioinformatics/btab554/6330611#.YY5_0Rku2Y4.twitter
[1] https://twitter.com/strnr/status/1459166641070215185

Top URLs in Tweet in G9:
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-021-01108-x
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41592-021-01282-5
[4] http://www.biodecoded.com/2021/11/08/daily-digest-november-8-2021/
[4] http://www.biodecoded.com/2021/11/09/daily-digest-november-9-2021/
[4] https://journals.plos.org/ploscompbiol/article?id=10.1371%2Fjournal.pcbi.1009581
[3] https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btab749/6415820
[3] http://www.biodecoded.com/2021/11/07/daily-digest-november-7-2021/
[3] http://www.biodecoded.com/2021/11/10/daily-digest-november-10-2021/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41592-021-01307-z
[2] http://www.biodecoded.com/2021/11/04/daily-digest-november-4-2021/

Top URLs in Tweet in G10:
[9] https://jobs.surrey.ac.uk/Vacancy.aspx?ref=072121
[1] https://careers-fhcrc.icims.com/jobs/21041/bioinformatics-technician/job
[1] https://kidoktorand.varbi.com/en/what:job/jobID:445039/

Top Domains
Top Domains in Tweet in Entire Graph:
[193] nature.com
[137] twitter.com
[95] biostars.org
[88] oup.com
[54] plos.org
[49] youtube.com
[48] biorxiv.org
[46] biomedcentral.com
[43] weforum.org
[40] doi.org

Top Domains in Tweet in G1:
[46] twitter.com
[39] biostars.org
[30] youtube.com
[30] nejm.org
[24] biomedcentral.com
[24] gotruvay.com
[23] medrxiv.org
[22] frontiersin.org
[21] alphagalileo.org
[20] linkedin.com

Top Domains in Tweet in G2:
[38] weforum.org
[36] nature.com
[34] plos.org
[28] healthcareitnews.com
[25] episcopalnewsservice.org
[23] doi.org
[21] blogspot.com
[18] mdpi.com
[14] biorxiv.org
[12] miragenews.com

Top Domains in Tweet in G3:
[31] oliveriolab.org
[7] twitter.com
[6] ac.uk
[3] research-in-germany.org
[3] linkedin.com
[2] daad.de
[2] biomedcentral.com
[2] github.io
[2] mailchi.mp
[2] nature.com

Top Domains in Tweet in G4:
[1] umsl.edu
[1] twitter.com

Top Domains in Tweet in G5:
[17] nih.gov
[11] careerarc.com
[11] twitter.com
[11] nature.com
[7] oup.com
[3] wireilla.com
[3] ai-scholar.tech
[3] theconversation.com
[2] dlvr.it
[2] linkedin.com

Top Domains in Tweet in G6:
[1] ac.uk

Top Domains in Tweet in G7:
[22] feedblitz.com
[8] thepeninsulaqatar.com
[7] uca.fr
[7] sciencecareers.org
[7] sdbn.org
[6] ngotenders.net
[5] skillenhance.in
[5] google.com
[3] buff.ly
[3] france-bioinformatique.fr

Top Domains in Tweet in G8:
[7] transmittingscience.com
[5] twitter.com
[3] oup.com
[2] github.com
[1] biorxiv.org
[1] ugent.be

Top Domains in Tweet in G9:
[56] biostars.org
[29] nature.com
[22] biodecoded.com
[14] biomedcentral.com
[11] oup.com
[11] plos.org
[9] biorxiv.org
[7] reddit.com
[7] twitter.com
[6] doi.org

Top Domains in Tweet in G10:
[9] ac.uk
[1] icims.com
[1] varbi.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2366] bioinformatics
[744] assignments
[743] essay
[743] homework
[424] genomics
[369] postdoc
[345] python
[278] microbiology
[270] programming
[263] research



Top Hashtags in Tweet in G1:
[1144] bioinformatics
[301] essay
[301] assignments
[301] homework
[109] genomics
[103] bioit
[87] covid19
[77] metaverse
[67] meta
[45] biology

Top Hashtags in Tweet in G2:
[439] essay
[439] assignments
[439] homework
[437] bioinformatics
[324] python
[257] programming
[237] research
[237] english
[237] psychology
[237] molecularbiology

Top Hashtags in Tweet in G3:
[99] bioinformatics
[38] genomics
[29] spanscriptomics
[22] webinar
[21] protein
[15] genome
[15] restapi
[12] phd
[11] metagenomics
[9] emblworkshops

Top Hashtags in Tweet in G4:
[220] postdoc
[3] bioinformatics
[1] evolution
[1] speciation
[1] pollination
[1] cheminformatics

Top Hashtags in Tweet in G5:
[17] scientist
[8] santaclara
[7] generalscience
[6] kellyjobs
[6] kellyservices
[5] remote
[4] bioinformatics
[4] southsanfrancisco
[3] jobs
[2] committo

Top Hashtags in Tweet in G6:
[2] sbmi2021
[1] postdoc
[1] genomics
[1] bioinformatics

Top Hashtags in Tweet in G7:
[39] bioinformatics
[28] biotech
[17] jobs
[16] genomics
[12] bayarea
[9] training
[8] remote
[8] generalscience
[7] covid_19
[7] job

Top Hashtags in Tweet in G8:
[9] bioinformatics
[8] workflow
[4] online
[4] course
[3] postdoc
[2] sarscov2
[1] genome
[1] graphs
[1] african
[1] tscourses

Top Hashtags in Tweet in G9:
[297] bioinformatics
[112] bioit
[67] genomics
[29] ecology
[29] evolution
[18] longreadsequencing
[16] data
[16] plant
[11] bioinformática
[11] microbiology

Top Hashtags in Tweet in G10:
[82] bioinformatics
[2] postdoc
[2] genomics
[2] spanscriptomics
[1] cheminformatics

Top Words
Top Words in Tweet in Entire Graph:
[2367] #bioinformatics
[1743] bioinformatics
[1027] work
[768] deliver
[761] excellent
[752] quality
[751] score
[744] #assignments
[743] legit
[743] guarantee

Top Words in Tweet in G1:
[1145] #bioinformatics
[347] work
[308] excellent
[306] deliver
[303] score
[302] quality
[301] legit
[301] guarantee
[301] hmu
[301] #essay

Top Words in Tweet in G2:
[480] work
[440] deliver
[439] quality
[439] legit
[439] guarantee
[439] excellent
[439] score
[439] hmu
[439] #essay
[439] #assignments

Top Words in Tweet in G3:
[101] ensembl
[99] #bioinformatics
[87] ids
[83] gene
[80] bioinformatics
[78] interested
[57] learn
[56] data
[52] ebitraining
[50] uniprot

Top Words in Tweet in G4:
[221] hiring
[221] funded
[221] project
[220] #postdoc
[220] nsf
[220] studying
[220] pollination
[220] speciation
[220] neotropical
[220] genus

Top Words in Tweet in G5:
[197] bioinformatics
[32] scientist
[28] job
[21] analysis
[20] data
[20] bio
[18] scientific
[18] ca
[17] #scientist
[16] link

Top Words in Tweet in G6:
[176] genomics
[167] cheandammicro
[167] hello
[167] twitterverse
[167] still
[167] looking
[167] one
[167] postdoc
[167] experience
[167] microbial

Top Words in Tweet in G7:
[194] bioinformatics
[51] looking
[51] scientist
[47] phd
[40] ifb_bioinfo
[39] #bioinformatics
[37] job
[31] university
[30] genetics
[29] ca

Top Words in Tweet in G8:
[58] boundary
[56] precisetad
[56] transfer
[56] learning
[56] framework
[56] precise
[56] 3d
[56] domain
[56] prediction
[56] finally

Top Words in Tweet in G9:
[297] #bioinformatics
[112] #bioit
[77] biodecoded
[67] #genomics
[59] bioinformatics
[55] nanopore
[44] data
[39] sequencing
[32] method
[31] royalvoxpost

Top Words in Tweet in G10:
[109] lab
[90] hiring
[87] looking
[82] #bioinformatics
[80] fredhutch
[80] highly
[80] motivated
[80] curious
[80] technician
[80] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[743] deliver,quality
[743] quality,legit
[743] legit,work
[743] work,guarantee
[743] guarantee,excellent
[743] excellent,score
[743] score,hmu
[743] hmu,#essay
[743] #essay,#assignments
[743] #assignments,#homework

Top Word Pairs in Tweet in G1:
[301] deliver,quality
[301] quality,legit
[301] legit,work
[301] work,guarantee
[301] guarantee,excellent
[301] excellent,score
[301] score,hmu
[301] hmu,#essay
[301] #essay,#assignments
[301] #assignments,#homework

Top Word Pairs in Tweet in G2:
[439] deliver,quality
[439] quality,legit
[439] legit,work
[439] work,guarantee
[439] guarantee,excellent
[439] excellent,score
[439] score,hmu
[439] hmu,#essay
[439] #essay,#assignments
[439] #assignments,#homework

Top Word Pairs in Tweet in G3:
[46] symbols,ids
[46] ids,convert
[42] list,gene
[41] gene,symbols
[41] convert,here's
[41] here's,retrieve
[41] retrieve,ensembl
[41] ensembl,gene
[41] gene,ids
[40] ensembl,list

Top Word Pairs in Tweet in G4:
[220] hiring,#postdoc
[220] #postdoc,nsf
[220] nsf,funded
[220] funded,project
[220] project,studying
[220] studying,pollination
[220] pollination,speciation
[220] speciation,neotropical
[220] neotropical,genus
[219] muchhala_lab,hiring

Top Word Pairs in Tweet in G5:
[20] bioinformatics,scientist
[14] thermo,fisher
[14] fisher,scientific
[13] link,bio
[11] bioinformatics,analysis
[8] #santaclara,ca
[7] staff,bioinformatics
[6] nanopore,sequencing
[6] sequencing,technology
[6] technology,bioinformatics

Top Word Pairs in Tweet in G6:
[167] hello,twitterverse
[167] twitterverse,still
[167] still,looking
[167] looking,one
[167] one,postdoc
[167] postdoc,experience
[167] experience,microbial
[167] microbial,population
[167] population,genomics
[166] cheandammicro,hello

Top Word Pairs in Tweet in G7:
[26] bioinformatics,scientist
[21] combining,bioinformatics
[21] bioinformatics,wet
[21] wet,lab
[21] lab,approaches
[21] approaches,soils
[21] soils,understand
[21] understand,environmental
[21] environmental,change
[21] change,dtp

Top Word Pairs in Tweet in G8:
[56] precisetad,transfer
[56] transfer,learning
[56] learning,framework
[56] framework,precise
[56] precise,3d
[56] 3d,domain
[56] domain,boundary
[56] boundary,prediction
[56] prediction,finally
[56] finally,learns

Top Word Pairs in Tweet in G9:
[112] #bioit,#bioinformatics
[53] #genomics,#bioinformatics
[29] please,share
[29] #bioinformatics,#ecology
[29] #ecology,#evolution
[27] nanopore,sequencing
[27] sequencing,technology
[27] technology,bioinformatics
[27] bioinformatics,applications
[27] cornilleamand,please

Top Word Pairs in Tweet in G10:
[80] hiring,lab
[80] lab,fredhutch
[80] fredhutch,looking
[80] looking,highly
[80] highly,motivated
[80] motivated,curious
[80] curious,#bioinformatics
[80] #bioinformatics,technician
[80] technician,help
[79] dbm003,hiring

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@bioclues
@bioinformatics
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Top Replied-To in G2:
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Top Replied-To in G6:
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Top Replied-To in G7:
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@adam2392

Top Replied-To in G8:
@philippbayer

Top Replied-To in G9:
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@humanpangenome

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Top Mentioned in Entire Graph:
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Top Mentioned in G4:
@muchhala_lab
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Top Mentioned in G5:
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Top Mentioned in G6:
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Top Tweeters in G9:
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