ibmresearch, Twitter, 11/29/2022 7:03:08 AM, 285101


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ibmresearch_2022-11-28_22-15-00.xlsx
ibmresearch_2022-11-28_22-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2022
Short Description:
ibmresearch via NodeXL https://bit.ly/3gHZeZQ
@ibmresearch
@anotherstupidor
@taphfy
@brand_stupid
@mrcr3pz_co
@regular341
@mrcbvictor1
@suzannecsmith
@stupidstates195
@andreasateth

Top hashtags:
#ibmquantum
#ai
#quantumcomputing
#machinelearning
#neurips22
#quantum

Description:
Description
The graph represents a network of 915 Twitter users whose tweets in the requested range contained "ibmresearch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 November 2022 at 06:15 UTC.

The requested start date was Tuesday, 29 November 2022 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 13-day, 20-hour, 36-minute period from Tuesday, 15 November 2022 at 01:51 UTC to Monday, 28 November 2022 at 22:28 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 : 915
Unique Edges : 1198
Edges With Duplicates : 1463
Total Edges : 2661
Number of Edge Types : 5
Retweet : 406
MentionsInRetweet : 866
Mentions : 1234
Replies to : 137
Tweet : 18
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.0431654676258993
Reciprocated Edge Ratio : 0.0827586206896552
Connected Components : 17
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 877
Maximum Edges in a Connected Component : 2613
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.011922
Graph Density : 0.00208056821035262
Modularity : 0.491353
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 915 Twitter users whose tweets in the requested range contained "ibmresearch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 November 2022 at 06:15 UTC.

The requested start date was Tuesday, 29 November 2022 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 13-day, 20-hour, 36-minute period from Tuesday, 15 November 2022 at 01:51 UTC to Monday, 28 November 2022 at 22:28 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : ibmresearch
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:
[6] https://research.ibm.com/blog/synthetic-data-explained?utm_medium=OSocial&utm_source=Twitter&utm_content=TDAWW&utm_id=IBMDataSprinklr-SyntheticDataIBMResearch-2022-11-15&social_post=8196884743&linkId=189842069
[3] https://www.zurich.ibm.com/careers/2021_009.html
[3] https://twitter.com/IBMResearch/status/1592935356269154304
[3] https://twitter.com/ibmresearch/status/1592935356269154304
[3] https://venturebeat.com/ai/ibm-research-helps-extend-pytorch-to-enable-open-source-cloud-native-machine-learning/
[3] https://cybersecurityinside.libsyn.com/125-sustainable-computing-taking-the-big-steps-to-a-smaller-footprint
[2] http://events.nyas.org/isr?utm_source=twitter&utm_medium=social&utm_campaign=scienceunusual
[2] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3D863517134824014%26id%3D100002014795786&refsrc=deprecated&_rdr
[2] https://www.frontiersin.org/articles/10.3389/fams.2021.689393/full
[2] https://www.theatlantic.com/magazine/archive/2001/04/hitlers-willing-business-partners/303146/

Top URLs in Tweet in G1:
[5] https://research.ibm.com/blog/synthetic-data-explained?utm_medium=OSocial&utm_source=Twitter&utm_content=TDAWW&utm_id=IBMDataSprinklr-SyntheticDataIBMResearch-2022-11-15&social_post=8196884743&linkId=189842069
[3] https://venturebeat.com/ai/ibm-research-helps-extend-pytorch-to-enable-open-source-cloud-native-machine-learning/
[2] http://www.redhat.com/en/about/press-releases/red-hat-and-ibm-research-advance-it-automation-ai-powered-capabilities-ansible?sc_cid=7013a000002tuPKAAY
[2] https://www.frontiersin.org/articles/10.3389/fams.2021.689393/full
[2] https://www.theatlantic.com/magazine/archive/2001/04/hitlers-willing-business-partners/303146/
[2] https://www.newscientist.com/article/2346074-ibm-unveils-worlds-largest-quantum-computer-at-433-qubits/
[2] https://www.youtube.com/watch?v=hCxvS1dVufs&feature=youtu.be

[1] https://www.youtube.com/watch?v=bfp98uof7r0&linkId=191512283

[1] https://ibm.co/3htAJj0
[1] https://research.ibm.com/blog/next-wave-quantum-centric-supercomputing?utm_source=Social&utm_medium=Twitter&utm_campaign=Announcement&utm_content=Quantum-Centric&social_post=8143738494&linkId=188904134

Top URLs in Tweet in G2:
[2] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3D863517134824014%26id%3D100002014795786&refsrc=deprecated&_rdr
[1] https://research.ibm.com/blog/synthetic-data-explained?utm_medium=OSocial&utm_source=Twitter&utm_content=TDAWW&utm_id=IBMDataSprinklr-SyntheticDataIBMResearch-2022-11-15&social_post=8196884743&linkId=189842069
[1] https://twitter.com/Candice90222483/status/1594646009568792576
[1] https://twitter.com/Candice90222483/status/1594331372768067585
[1] https://twitter.com/Candice47323971/status/1594645273535553537
[1] https://twitter.com/Candice47323971/status/1594387192578998272
[1] https://twitter.com/Candice47323971/status/1593606038049136642
[1] https://twitter.com/Candice47323971/status/1593976133439160326
[1] https://twitter.com/Candice47323971/status/1594335817354383363
[1] https://jdsdevelopment.com/portfolio/the-brooklyn-tower

Top URLs in Tweet in G3:
[3] https://www.zurich.ibm.com/careers/2021_009.html
[1] https://openreview.net/forum?id=_N4k45mtnuq
[1] https://github.com/IBM/JLPlusPlus
[1] https://openreview.net/forum?id=4CFoS4q1QO
[1] https://moleculediscovery.github.io/workshop2022/
[1] https://chemrxiv.org/engage/chemrxiv/article-details/637b92493551190cc33b635f
[1] https://iopscience.iop.org/article/10.1088/2632-2153/abc81d
[1] https://jobs.uzh.ch/offene-stellen/postdoctoral-researcher-in-machine-learning-and-chemistry/69ffd6a7-fefa-46b4-969a-fe009bc2ddbf

Top URLs in Tweet in G4:
[1] https://arxiv.org/pdf/2211.13431.pdf
[1] https://arxiv.org/pdf/2211.08274.pdf
[1] https://arxiv.org/pdf/2204.05286.pdf

Top URLs in Tweet in G6:
[1] https://twitter.com/pinyuchenTW/status/1597289027564363776
[1] https://arxiv.org/abs/2207.07797
[1] https://twitter.com/ykilcher/status/1596967826275069952
[1] https://www.youtube.com/watch?v=WdzWY9xNLJU&feature=youtu.be


Top URLs in Tweet in G7:
[1] https://twitter.com/krvarshney/status/1593327197800042497
[1] http://ai4bpm.com
[1] https://twitter.com/tchakra2/status/1588191746294517761

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=Hi36ukbbTbw&feature=youtu.be

[1] https://www.youtube.com/watch?v=T1OVpzRXFBc&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://research.ibm.com/blog/tackletest-unit-auto-java-tests
[1] https://twitter.com/ibmresearch/status/1595123649962545167
[1] https://www.youtube.com/watch?v=8ySjHqfioJM&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[40] twitter.com
[23] ibm.com
[15] youtube.com
[6] arxiv.org
[3] github.com
[3] frontiersin.org
[3] ibm.co
[3] redhat.com
[3] venturebeat.com
[3] libsyn.com

Top Domains in Tweet in G1:
[15] ibm.com
[9] twitter.com
[7] youtube.com
[3] ibm.co
[3] redhat.com
[3] frontiersin.org
[3] venturebeat.com
[2] liwaiwai.com
[2] theatlantic.com
[2] newscientist.com

Top Domains in Tweet in G2:
[7] twitter.com
[2] facebook.com
[1] ibm.com
[1] jdsdevelopment.com
[1] telecomdrive.com
[1] channeldrive.in
[1] myfox8.com

Top Domains in Tweet in G3:
[3] ibm.com
[2] openreview.net
[1] github.com
[1] github.io
[1] chemrxiv.org
[1] iop.org
[1] uzh.ch

Top Domains in Tweet in G4:
[3] arxiv.org

Top Domains in Tweet in G6:
[2] twitter.com
[1] arxiv.org
[1] youtube.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] ai4bpm.com

Top Domains in Tweet in G9:
[3] youtube.com

Top Domains in Tweet in G10:
[1] ibm.com
[1] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[78] ibmquantum
[43] ai
[19] quantumcomputing
[13] machinelearning
[11] neurips22
[11] quantum
[11] ellis
[8] hybridcloud
[8] sustainability
[7] neurips



Top Hashtags in Tweet in G1:
[76] ibmquantum
[27] ai
[11] machinelearning
[7] hybridcloud
[7] pytorchconference
[7] pytorch
[4] innovations
[4] artificialintelligence
[3] research
[3] cloudcomputing

Top Hashtags in Tweet in G2:
[7] ai
[3] ibm
[2] mentalhealth
[2] burnout
[2] stress
[2] quantum
[2] computer
[2] argentina
[2] assistance
[1] ibmquantum

Top Hashtags in Tweet in G3:
[11] ellis
[11] neurips22
[7] neurips
[5] neurips2022
[5] reaction
[5] deeplearning
[4] ai
[1] neuripshill
[1] machinelearning
[1] compchem

Top Hashtags in Tweet in G4:
[3] quantum
[3] quantumcomputing
[2] nft
[1] non
[1] fungible
[1] token
[1] ram
[1] rom
[1] hash

Top Hashtags in Tweet in G7:
[1] fallsymposiumseries
[1] fss22
[1] aaai
[1] ai
[1] artificialintelligence

Top Hashtags in Tweet in G10:
[1] proudibmer
[1] quantum
[1] quantumcomputing
[1] ai
[1] hybridcloud
[1] supercomputing
[1] thanksgiving

Top Words
Top Words in Tweet in Entire Graph:
[531] ibmresearch
[256] ibm
[202] quantum
[116] dariogila
[103] 2022
[89] computing
[84] ai
[84] summit
[81] next
[80] keynote

Top Words in Tweet in G1:
[323] ibmresearch
[181] ibm
[152] quantum
[110] dariogila
[92] 2022
[81] computing
[78] summit
[78] next
[76] #ibmquantum
[76] last

Top Words in Tweet in G2:
[38] ibmresearch
[37] ibm
[34] ibmdata
[18] ibmnews
[18] ibmdeveloper
[16] aabuitrago
[16] mincienciasco
[16] ibmiot
[15] test66660353954
[15] ibmpolicy

Top Words in Tweet in G3:
[28] ibmresearch
[27] workshop
[26] present
[19] giving
[19] 11
[19] work
[19] tomorrow
[17] talk
[15] oschilter
[14] ml4molecules

Top Words in Tweet in G4:
[12] ibmresearch
[6] quantum
[5] published
[5] team
[4] lt
[4] proctergamble
[3] pepsico
[3] authors
[3] applemusic
[3] disney

Top Words in Tweet in G5:
[3] ibmresearch
[3] bell
[2] caltech
[2] plz
[2] uoa
[2] intel
[2] asuglobalfuture
[2] logically_jc
[2] above
[2] tg22110

Top Words in Tweet in G6:
[10] irinarish
[8] pinyuchentw
[7] others
[7] bharatrunwal2
[7] jaygala24
[7] present
[7] ideas
[7] ibmresearch
[7] opportunity
[7] krasul

Top Words in Tweet in G7:
[16] ibmresearch
[10] willgkidder
[10] krvarshney
[10] albanyphilo
[10] ai
[9] jdcruzphil
[9] realaaai
[9] presented
[6] today
[5] collaboration

Top Words in Tweet in G8:
[2] robert_zubrin
[2] jeriellsworth
[2] johncarlosbaez
[2] edlatimore
[2] ibmresearch
[2] benjaminggraham
[2] matthewvenn
[2] rainmaker1973
[2] sciguyspace
[2] patrickbetdavid

Top Words in Tweet in G9:
[4] supercomputing
[3] ibmresearch
[2] anything
[2] fujitsuhpc
[2] amaxtechnology
[2] left
[2] hpcwire
[2] anybody

Top Words in Tweet in G10:
[7] ibmresearch
[4] ai
[3] qiskit
[2] ve
[2] fairness
[2] models
[2] ibm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[79] dariogila,ibm
[78] summit,2022
[76] next,wave
[76] 2022,keynote
[76] ibm,quantum
[75] last,week
[75] keynote,address
[75] address,dariogila
[75] watch,last
[75] week,#ibmquantum

Top Word Pairs in Tweet in G1:
[77] dariogila,ibm
[76] summit,2022
[74] next,wave
[74] last,week
[74] address,dariogila
[74] ibm,svp
[74] 2022,keynote
[74] wave,computing
[74] week,#ibmquantum
[74] computing,watch

Top Word Pairs in Tweet in G2:
[15] stephen_wolfram,mincienciasco
[14] ibmiot,ibmnews
[13] test66660353954,regular341
[13] regular341,anothermuses
[13] test49205180,test66660353954
[12] brand_stupid,aabuitrago
[12] ibmpolicy,ibmresearch
[11] ibm,ibmdata
[10] aabuitrago,stephen_wolfram
[10] anothermuses,brand_stupid

Top Word Pairs in Tweet in G3:
[14] talk,tomorrow
[14] giving,talk
[14] ellis,ml4molecules
[14] forward,giving
[14] latest,research
[14] present,latest
[14] workshop,present
[14] looking,forward
[14] tomorrow,ellis
[14] research,findings

Top Word Pairs in Tweet in G4:
[5] team,published
[3] pepsico,ibmresearch
[3] disney,proctergamble
[3] applemusic,disney
[3] ibmresearch,applemusic
[3] #quantum,#quantumcomputing
[2] published,stochastic
[2] quantum,machine
[2] double,factorized
[2] qcware,team

Top Word Pairs in Tweet in G5:
[2] caltech,asuglobalfuture
[2] above,caltech
[2] plz,underwrite
[2] uoa,tg22110
[2] raytheonintel,intel
[2] tg22110,raytheonintel
[2] skurpysocial,metaverse
[2] ibm,ibmresearch
[2] nokia,ibm
[2] metaverse,bell

Top Word Pairs in Tweet in G6:
[7] ideas,pinyuchentw
[7] jaygala24,others
[7] bharatrunwal2,irinarish
[7] krasul,jaygala24
[7] present,ideas
[7] irinarish,krasul
[7] pinyuchentw,bharatrunwal2
[7] opportunity,present
[6] __z__9,opportunity
[4] quentinanthon15,erichallahan

Top Word Pairs in Tweet in G7:
[10] albanyphilo,ibmresearch
[5] krvarshney,presented
[5] collaboration,willgkidder
[5] ibmresearch,collaboration
[5] presented,today
[5] jdcruzphil,willgkidder
[5] ibmresearch,realaaai
[5] fruits,albanyphilo
[5] willgkidder,albanyphilo
[5] willgkidder,krvarshney

Top Word Pairs in Tweet in G8:
[2] jeriellsworth,sciguyspace
[2] lexfridman,xtinacomputes
[2] mtaibbi,nycphonebuyer
[2] wkcosmo,matthewvenn
[2] matthewvenn,benjaminggraham
[2] johncarlosbaez,bretweinstein
[2] xtinacomputes,mtaibbi
[2] nycphonebuyer,johncarlosbaez
[2] bradneuberg,robert_zubrin
[2] xylafoxlin,edlatimore

Top Word Pairs in Tweet in G9:
[2] anybody,supercomputing
[2] supercomputing,fujitsuhpc
[2] left,anybody
[2] anything,left
[2] fujitsuhpc,amaxtechnology

Top Word Pairs in Tweet in G10:
[2] ibmresearch,qiskit
[2] ai,fairness

Top Replied-To
Top Replied-To in Entire Graph:
@ibmresearch
@ibm
@wikiresearch
@ibmcloud
@krvarshney
@asskickerofyou
@dpuelle
@smirkthealien
@andreww48661354

Top Replied-To in G1:
@ibmresearch
@asskickerofyou
@dpuelle
@andreww48661354
@atx_fight_club
@raydistributed
@pytorch
@celsius
@maveric91327215
@vigamortez

Top Replied-To in G2:
@ibm
@ibmcloud
@ibmresearch
@brand_stupid
@aabuitrago
@notjohnterrill
@ibmwatson

Top Replied-To in G3:
@oschilter
@ethancaballero

Top Replied-To in G4:
@ibmresearch
@pepsi
@mrmondomann
@mattbinder
@vtuberloveslug

Top Replied-To in G5:
@mit
@skurpysocial

Top Replied-To in G6:
@jjitsev

Top Replied-To in G7:
@krvarshney
@chhaviyadav_

Top Replied-To in G8:
@spacecolonize
@carnage4life

Top Replied-To in G10:
@toodehfallah
@ibmresearch

Top Mentioned
Top Mentioned in Entire Graph:
@ibmresearch
@dariogila
@ibm
@ibmdata
@ibmdeveloper
@neuripsconf
@ibmnews
@pyt
@ibmiot
@ibmwatson

Top Mentioned in G1:
@ibmresearch
@dariogila
@pyt
@neuripsconf
@pytorch
@mitibmlab
@time
@ibmdata
@ansible
@hebrewu

Top Mentioned in G2:
@ibmresearch
@ibmdata
@ibm
@ibmdeveloper
@ibmnews
@ibmiot
@anothermuses
@stephen_wolfram
@mincienciasco
@ibmpolicy

Top Mentioned in G3:
@ibmresearch
@aleksandrossob1
@oschilter
@teodorolaino
@acvaucher
@pschwllr
@nickgermann
@skepteis
@anuvco
@markmartori

Top Mentioned in G4:
@ibmresearch
@proctergamble
@jpmorgan
@pepsico
@applemusic
@disney
@qcware
@meta
@nasa
@quantumblog

Top Mentioned in G5:
@bell
@ibmresearch
@nasajpl
@logically_jc
@caltech
@asuglobalfuture
@uoa
@tg22110
@raytheonintel
@intel

Top Mentioned in G6:
@irinarish
@pinyuchentw
@ibmresearch
@bharatrunwal2
@krasul
@jaygala24
@__z__9
@laion_ai
@blancheminerva
@jjitsev

Top Mentioned in G7:
@ibmresearch
@willgkidder
@albanyphilo
@jdcruzphil
@realaaai
@krvarshney
@arvindkrishna
@neuripsconf
@tchakra2
@mitibmlab

Top Mentioned in G8:
@ibmresearch
@rainmaker1973
@wkcosmo
@matthewvenn
@benjaminggraham
@lexfridman
@xtinacomputes
@mtaibbi
@nycphonebuyer
@johncarlosbaez

Top Mentioned in G9:
@supercomputing
@ibmresearch
@fujitsuhpc
@amaxtechnology
@hpcwire
@mrcbvictor1
@expertinc
@expertincluded
@nvidiadesign
@thinkmate

Top Mentioned in G10:
@ibmresearch
@qiskit
@paperbagriker
@amasad
@pyt
@neuripsconf
@ibm
@dariogila
@openshift
@qudev

Top Tweeters
Top Tweeters in Entire Graph:
@mhall55nine
@elespectador
@vonrosenchild
@o_fabriciosouza
@alicate13
@lehimesa
@bluradioco
@business
@tres444
@gwydion620

Top Tweeters in G1:
@vonrosenchild
@o_fabriciosouza
@alicate13
@lehimesa
@tres444
@gwydion620
@godfrey_g_
@ml_tweet_bot
@nanteos620
@calcaware

Top Tweeters in G2:
@elespectador
@bluradioco
@business
@eltiempo
@noticiasrcn
@revistasemana
@cnnee
@cnn
@caracoltv
@madebygoogle

Top Tweeters in G3:
@compchembiobot
@openscitalk
@binfotrends
@skepteis
@shawnmjones
@chiefscientist
@smanzanoec
@aiworldon
@chrisjorg_1
@mlstjournal

Top Tweeters in G4:
@mlb
@unahub
@pepsi
@nasa
@nasdaqexchange
@mattbinder
@anonyops
@medium
@msftnews
@applemusic

Top Tweeters in G5:
@thr
@tg22110
@usairforce
@nokia
@logically_jc
@ladwp
@nsf
@intel
@honeywell_aero
@asuglobalfuture

Top Tweeters in G6:
@subhobrata1
@introspection
@ajitesh_shukla7
@blancheminerva
@irinarish
@tokyotech_en
@pinyuchentw
@mehdidc
@krasul
@erichallahan

Top Tweeters in G7:
@gdprai
@dfahland
@krvarshney
@wvdaalst
@cghidini
@chhaviyadav_
@mark_sheehan_ox
@tchakra2
@jdcruzphil
@albanyphilo

Top Tweeters in G8:
@rainmaker1973
@edlatimore
@sciguyspace
@eevblog
@patrickbetdavid
@johncarlosbaez
@nycphonebuyer
@wkcosmo
@carnage4life
@robert_zubrin

Top Tweeters in G9:
@lenovo
@dell
@youtube
@hpcwire
@redbullracing
@xilinxinc
@nvidiadesign
@supercomputing
@m_elsayed89
@supermicro_smci

Top Tweeters in G10:
@openshift
@michelvdp
@amasad
@andreasateth
@yale_qi
@paperbagriker
@qiskit
@rigetti
@qudev
@blake_johnson