ibmresearch, Twitter, 10/5/2021 5:24:29 AM, 263709


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ibmresearch_2021-10-04_22-08-00.xlsx
ibmresearch_2021-10-04_22-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 05, 2021
Short Description:
ibmresearch via NodeXL https://bit.ly/2YlLHxq
@ibmresearch
@burncard53
@odi_india
@lagoudakis_p
@sergkostrov
@spirosmargaris
@quantumdaily
@matersurgery
@arunmis37508434
@pschwllr

Top hashtags:
#ai
#quantumcomputing
#ibm
#quantum
#ibmresearch
#artificialintelligence

Description:
Description
The graph represents a network of 829 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, 05 October 2021 at 05:09 UTC.

The requested start date was Tuesday, 05 October 2021 at 00:01 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, 22-hour, 5-minute period from Tuesday, 21 September 2021 at 00:56 UTC to Monday, 04 October 2021 at 23:01 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 : 829
Unique Edges : 986
Edges With Duplicates : 1598
Total Edges : 2584
Number of Edge Types : 5
Retweet : 408
MentionsInRetweet : 851
Mentions : 1186
Replies to : 105
Tweet : 34
Self-Loops : 40
Reciprocated Vertex Pair Ratio : 0.036241610738255
Reciprocated Edge Ratio : 0.0699481865284974
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 815
Maximum Edges in a Connected Component : 2560
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.16782
Graph Density : 0.00224937792462836
Modularity : 0.429343
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 829 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, 05 October 2021 at 05:09 UTC.

The requested start date was Tuesday, 05 October 2021 at 00:01 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, 22-hour, 5-minute period from Tuesday, 21 September 2021 at 00:56 UTC to Monday, 04 October 2021 at 23:01 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:
[24] https://www.weforum.org/agenda/2021/09/artificial-intelligence-ethics-new-jobs/?utm_content=buffer8df22&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://brasilsfetech.blogspot.com/2021/03/A-Descoberta-de-Novos-Medicamentos-e-Terapeuticas-Acelerados-pela-AI-e-a-Computacao-Quaantica.html
[11] https://www.fastcompany.com/90680174/ibm-ceo-quantum-computing-will-take-off-like-a-rocket-ship-this-decade
[8] https://register.gotowebinar.com/register/5204765206263907088
[7] https://www.techrepublic.com/google-amp/article/robots-and-machine-learning-researchers-combine-forces-to-speed-up-the-drug-development-process/
[6] https://www.nature.com/articles/doi:10.1038/s41586-021-03866-9.epdf?sharing_token=Sqtrb5nE1ZiQeDQy-2wBPdRgN0jAjWel9jnR3ZoTv0Okvta5J59sXF4uxD9FZfcRdmsycgg_V1szLdkinRMKnglWelJQkY8aelw8hzrnp_o2j4lNs0xV2e3_qK4tKapdLxw9tr1VAkDPYpWUb4cMrd0CmJQI6ik_RStQo5u7kSw%3D
[5] https://www.washingtonpost.com/technology/2021/09/24/autonomous-ai-ship/
[5] https://twitter.com/IBMResearch/status/1440649180951638033
[3] https://twitter.com/IBMResearch/status/1438885021671120903
[3] http://www.ibm.com

Top URLs in Tweet in G1:
[6] https://www.fastcompany.com/90680174/ibm-ceo-quantum-computing-will-take-off-like-a-rocket-ship-this-decade
[5] https://www.washingtonpost.com/technology/2021/09/24/autonomous-ai-ship/
[3] http://www.ibm.com
[3] https://careers.ibm.com/job/13856882/ai-nlp-researcher-research-lab-remote/?codes=IBM_CareerWebSite
[2] https://researcher.watson.ibm.com/researcher/view_group.php?id=10854
[2] https://avs.org/awards/awards/awardee-interviews/bang-to/bio/
[1] https://youtu.be/Kv25Dw-IuCM?linkId=132049914
[1] https://research.ibm.com/blog/quantum-accelerator-program?social_post=5544224503&linkId=132790248
[1] https://www.ibm.com/employment/#jobs?%23jobs=&job-category=Research&job-search=
[1] https://research.ibm.com/blog/nsb-vannevar-bush-award?social_post=4841903066&linkId=119128333

Top URLs in Tweet in G2:
[18] https://www.weforum.org/agenda/2021/09/artificial-intelligence-ethics-new-jobs/?utm_content=buffer8df22&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.fastcompany.com/90680174/ibm-ceo-quantum-computing-will-take-off-like-a-rocket-ship-this-decade
[2] https://twitter.com/wef/status/1442847840422830091
[2] https://www.youtube.com/watch?v=Kv25Dw-IuCM&feature=youtu.be

[2] https://www.weforum.org/agenda/2021/09/case-study-on-ibm-ethical-use-of-artificial-intelligence-technology/
[1] https://analyticsindiamag.com/exciting-times-for-ai-in-india-sameep-mehta-lead-data-and-ai-platforms-ibm-research-india/
[1] https://www.sdxcentral.com/articles/news/dell-ibm-demo-quantum-computing-emulator/2021/09/
[1] https://developer.ibm.com/articles/applying-the-adversarial-robustness-toolbox/
[1] https://briefingsource.edst.ibm.com/webinar/register/BKOEL2ZL
[1] https://fortune.com/2021/09/29/international-science-reserve-ibm-nyas-climate-disasters-covid-pandemics/

Top URLs in Tweet in G3:
[16] https://brasilsfetech.blogspot.com/2021/03/A-Descoberta-de-Novos-Medicamentos-e-Terapeuticas-Acelerados-pela-AI-e-a-Computacao-Quaantica.html
[8] https://register.gotowebinar.com/register/5204765206263907088
[3] https://www.weforum.org/agenda/2021/09/artificial-intelligence-ethics-new-jobs/?utm_content=buffer8df22&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://aifs360.mybluemix.net/methodology?social_post=5608070545&linkId=133989578
[2] https://www.research.ibm.com/blog/causal-360-toolkit?utm_medium=OSocial&utm_source=Twitter&utm_content=WAIWW&utm_id=Causal-360-Toolkit&social_post=5532954008&linkId=132544756
[2] https://ci360.mybluemix.net/?social_post=5532954008&linkId=132544757
[2] https://www.dw.com/en/ibm-unveils-first-quantum-computer-in-germany/a-57909494
[2] https://cio.com.mx/automoviles-con-sensores-ven-a-la-vuelta-de-la-esquina-gracias-a-edge-computing-y-la-nube/
[1] https://www.ibm.com/blogs/research/2021/02/ai-bias-counterfactual-text/?utm_medium=OSocial&utm_source=Twitter&utm_content=000027BD&utm_term=10004432&utm_id=AI-Bias-Counterfactual-Text-Blog&social_post=4680101020&linkId=114919794
[1] https://github.com/IBM/causallib?linkId=132544758

Top URLs in Tweet in G4:
[1] https://twitter.com/IBMResearch/status/1440649180951638033
[1] https://youtu.be/1yomzfC5ToM
[1] https://youtu.be/bJCom2wCE4o
[1] https://youtu.be/cLGIQPGJqv8
[1] https://youtu.be/lq6sykhIXXQ
[1] https://youtu.be/sJqZpnmkmNg
[1] https://www.1000shapes.com
[1] https://cambrian-ai.com/cambrian-ai-research-papers/
[1] https://cambrian-ai.com/downloads/ibm-advances-research-in-analog-ai-computing/
[1] https://www.forbes.com/sites/karlfreund/2021/09/23/ibm-research-says-analog-ai-will-be-100x-more-efficient-yes-100x/

Top URLs in Tweet in G5:
[2] http://G.R.eat
[2] https://twitter.com/burncard53/status/1441255333515567109
[1] https://www.youtube.com/watch?v=juNZ7ZgmUr8&feature=youtu.be

[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F100010438787711%2Fposts%2F1499322837092328%2F%3Fd%3Dn
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F100010438787711%2Fposts%2F1505058303185448%2F%3Fd%3Dn
[1] https://twitter.com/jaygambetta/status/1441226414179557377
[1] https://www.zdnet.com/article/dell-technologies-test-hybrid-emulation-platform-for-quantum-computing-via-qiskit/
[1] https://research.ibm.com/blog/quantum-accelerator-program?social_post=5544224503&linkId=132790248

Top URLs in Tweet in G6:
[5] https://www.nature.com/articles/doi:10.1038/s41586-021-03866-9.epdf?sharing_token=Sqtrb5nE1ZiQeDQy-2wBPdRgN0jAjWel9jnR3ZoTv0Okvta5J59sXF4uxD9FZfcRdmsycgg_V1szLdkinRMKnglWelJQkY8aelw8hzrnp_o2j4lNs0xV2e3_qK4tKapdLxw9tr1VAkDPYpWUb4cMrd0CmJQI6ik_RStQo5u7kSw%3D
[2] https://twitter.com/IBMResearch/status/1438885021671120903
[2] https://www.youtube.com/watch?v=Kv25Dw-IuCM&ab_channel=IBMResearch

[1] https://physicsworld.com/a/new-optical-transistor-uses-quasiparticle-condensate-to-switch-rapidly/
[1] https://phys.org/news/2021-09-optical-transistor-lowest-energy.html

Top URLs in Tweet in G7:
[5] https://www.techrepublic.com/google-amp/article/robots-and-machine-learning-researchers-combine-forces-to-speed-up-the-drug-development-process/
[3] https://www.weforum.org/agenda/2021/09/artificial-intelligence-ethics-new-jobs/?utm_content=buffer8df22&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://iopscience.iop.org/article/10.1088/2632-2153/abc81d
[1] https://boristheses.unibe.ch/2736/

Top URLs in Tweet in G8:
[1] https://twitter.com/IBMWatson/status/1442832716500721668

Top URLs in Tweet in G9:
[1] https://twitter.com/Matersurgery/status/1444268784915730438
[1] https://www.youtube.com/playlist?list=PL5eLupxHNQCeqUjIehBbmv9ZhodplokI3

[1] https://twitter.com/miccai_society/status/1440596691250409473
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41571-021-00548-3

Top URLs in Tweet in G10:
[1] https://twitter.com/odi_india/status/1443755686144274457
[1] https://twitter.com/odi_india/status/1442146678312636416

Top Domains
Top Domains in Tweet in Entire Graph:
[43] twitter.com
[27] ibm.com
[26] weforum.org
[16] blogspot.com
[11] fastcompany.com
[11] youtube.com
[8] techrepublic.com
[8] gotowebinar.com
[7] nature.com
[6] youtu.be

Top Domains in Tweet in G1:
[13] ibm.com
[7] twitter.com
[6] fastcompany.com
[5] seismic.com
[5] washingtonpost.com
[3] usherbrooke.ca
[2] linkedin.com
[2] avs.org
[1] youtu.be
[1] physicsworld.com

Top Domains in Tweet in G2:
[20] weforum.org
[9] twitter.com
[5] ibm.com
[4] fastcompany.com
[3] youtube.com
[1] analyticsindiamag.com
[1] sdxcentral.com
[1] fortune.com
[1] arxiv.org
[1] nips.cc

Top Domains in Tweet in G3:
[16] blogspot.com
[8] gotowebinar.com
[6] twitter.com
[5] ibm.com
[4] mybluemix.net
[3] weforum.org
[3] channeldrive.in
[2] github.com
[2] dw.com
[2] com.mx

Top Domains in Tweet in G4:
[5] youtu.be
[2] cambrian-ai.com
[1] twitter.com
[1] 1000shapes.com
[1] forbes.com
[1] wordpress.com

Top Domains in Tweet in G5:
[3] twitter.com
[2] facebook.com
[2] r.eat
[1] youtube.com
[1] zdnet.com
[1] ibm.com

Top Domains in Tweet in G6:
[5] nature.com
[2] twitter.com
[2] youtube.com
[1] physicsworld.com
[1] phys.org

Top Domains in Tweet in G7:
[5] techrepublic.com
[3] weforum.org
[1] iop.org
[1] unibe.ch

Top Domains in Tweet in G8:
[1] twitter.com

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

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] ai
[63] quantumcomputing
[34] ibm
[34] quantum
[33] ibmresearch
[28] artificialintelligence
[26] ethics
[24] chief
[24] fintech
[24] bigdata



Top Hashtags in Tweet in G1:
[11] quantumcomputing
[5] phd
[4] ai
[4] tumor
[3] iqusherbrooke
[3] careeradvice
[3] cs
[2] python
[2] ibm
[2] machinelearning

Top Hashtags in Tweet in G2:
[25] ai
[18] chief
[18] ethics
[18] fintech
[18] bigdata
[18] artificialintelligence
[5] quantumcomputing
[5] innovation
[4] india
[4] opensource

Top Hashtags in Tweet in G3:
[38] quantumcomputing
[28] ai
[23] ibm
[17] ibmresearch
[14] computaçãoquântica
[14] cord19
[14] ia
[14] ibmq
[14] inteligênciaartificial
[14] omxware

Top Hashtags in Tweet in G4:
[3] quantum
[3] ai
[2] quantumcomputing
[2] qustec
[1] ibmcanada
[1] chips
[1] quantamcomputing
[1] icubelab
[1] analog
[1] aichip

Top Hashtags in Tweet in G5:
[2] shadowmanexist
[1] wow
[1] qiskit

Top Hashtags in Tweet in G6:
[1] computing
[1] quantumcomputing

Top Hashtags in Tweet in G7:
[17] deeplearning
[7] ibmresearch
[5] arctoris
[4] machinelearning
[4] artificialintelligence
[3] chief
[3] ai
[3] ethics
[3] fintech
[3] bigdata

Top Hashtags in Tweet in G8:
[1] learning
[1] ai
[1] hack
[1] attacks
[1] dgms
[1] deeplearning
[1] algorithms
[1] watson

Top Hashtags in Tweet in G9:
[3] dtif

Top Words
Top Words in Tweet in Entire Graph:
[465] ibmresearch
[232] ibm
[94] research
[73] quantum
[65] #ai
[63] #quantumcomputing
[58] ai
[50] ibmwatson
[49] causal
[49] inference

Top Words in Tweet in G1:
[156] ibmresearch
[66] ibm
[34] research
[27] causal
[27] inference
[25] analysis
[25] model
[24] causallib
[24] python
[24] package

Top Words in Tweet in G2:
[93] ibmresearch
[62] ibm
[28] ear
[26] very
[26] krvarshney
[25] #ai
[23] learning
[22] machine
[22] adversarial
[21] ai

Top Words in Tweet in G3:
[66] ibmresearch
[46] ibm
[42] ibmwatson
[38] #quantumcomputing
[28] #ai
[23] #ibm
[18] scientists
[17] #ibmresearch
[16] 360
[16] ai

Top Words in Tweet in G4:
[18] ibmresearch
[11] nvidia
[11] huawei
[10] ibm
[7] ibmcanada
[6] samsung
[6] intel
[5] scalibbdp
[5] amd
[5] arm

Top Words in Tweet in G5:
[15] ibmresearch
[12] arvindkrishna
[10] ginnirometty
[10] kavericamire
[6] voguemagazine
[5] burncard53
[5] bradleypitt37
[5] malala
[5] ibm
[4] omagazinesa

Top Words in Tweet in G6:
[34] paper
[30] lagoudakis_p
[26] recent
[24] optical
[23] switch
[21] thread
[21] nature
[18] room
[18] temperature
[18] single

Top Words in Tweet in G7:
[25] pschwllr
[20] acvaucher
[19] mlstjournal
[18] chemical
[17] another
[17] milestone
[17] 'prediction
[17] reaction
[17] yields
[17] using

Top Words in Tweet in G8:
[4] googleai
[3] ibmresearch
[2] special
[2] thanks
[2] contributors
[2] stwoods12
[2] oxinst
[2] karlunho
[2] circuitqed
[2] ilanawisby

Top Words in Tweet in G9:
[9] ucd_research
[9] ibmresearch
[7] matersurgery
[5] disruptiveei
[5] chemistryrcsi
[4] work
[3] great
[3] see
[3] #dtif
[3] partners

Top Words in Tweet in G10:
[2] princetoncmd
[2] icmpd
[2] crncitizmigr
[2] erasmusuni
[2] africaatlse
[2] africaoxforduni
[2] asc_ucla
[2] asanewsonline
[2] africa_uf
[2] dukeaaas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[54] ibm,research
[49] causal,inference
[37] ibm,quantum
[34] research,ibmresearch
[33] causallib,python
[33] python,package
[33] package,modular
[33] modular,causal
[33] inference,analysis
[33] analysis,model

Top Word Pairs in Tweet in G1:
[27] causal,inference
[25] ibm,research
[24] causallib,python
[24] python,package
[24] package,modular
[24] modular,causal
[24] inference,analysis
[24] analysis,model
[24] model,evaluations
[24] evaluations,ibm

Top Word Pairs in Tweet in G2:
[22] machine,learning
[19] adversarial,robustness
[18] hire,#chief
[18] #chief,#ai
[18] #ai,#ethics
[18] #ethics,officer
[18] officer,#fintech
[18] #fintech,#bigdata
[18] #bigdata,#artificialintelligence
[17] spirosmargaris,hire

Top Word Pairs in Tweet in G3:
[16] dêlike,descoberta
[16] descoberta,novos
[16] novos,medicamentos
[16] medicamentos,terapêuticas
[16] terapêuticas,acelerados
[16] acelerados,pela
[16] pela,#ai
[14] causal,inference
[14] #ai,#computaçãoquântica
[14] #computaçãoquântica,brazil

Top Word Pairs in Tweet in G4:
[5] scalibbdp,samsung
[5] samsung,amd
[5] amd,arm
[5] arm,qualcomm
[5] qualcomm,dell
[5] dell,nvidia
[5] nvidia,nvidiageforce
[5] nvidiageforce,intel
[5] intel,asus
[5] asus,microsoft

Top Word Pairs in Tweet in G5:
[5] ginnirometty,arvindkrishna
[4] ginnirometty,ibmresearch
[3] kavericamire,arvindkrishna
[3] arvindkrishna,burncard53
[3] voguemagazine,kavericamire
[3] arvindkrishna,ibmresearch
[3] ibmresearch,voguemagazine
[2] dedication,ibm
[2] kavericamire,ginnirometty
[2] ibmresearch,kavericamire

Top Word Pairs in Tweet in G6:
[21] nature,paper
[18] optical,room
[18] room,temperature
[18] temperature,single
[18] single,photon
[18] photon,polariton
[18] polariton,switch
[18] switch,thread
[18] thread,summing
[18] summing,results

Top Word Pairs in Tweet in G7:
[18] pschwllr,acvaucher
[17] another,milestone
[17] milestone,'prediction
[17] 'prediction,chemical
[17] chemical,reaction
[17] reaction,yields
[17] yields,using
[17] using,#deeplearning'
[17] #deeplearning',pschwllr
[16] mlstjournal,another

Top Word Pairs in Tweet in G8:
[2] special,thanks
[2] thanks,contributors
[2] contributors,stwoods12
[2] stwoods12,oxinst
[2] oxinst,karlunho
[2] karlunho,googleai
[2] googleai,circuitqed
[2] circuitqed,ilanawisby
[2] ilanawisby,oxfordqcircuits

Top Word Pairs in Tweet in G9:
[4] ucd_research,chemistryrcsi
[4] chemistryrcsi,ibmresearch
[4] ucd_research,ibmresearch
[3] great,see
[3] see,#dtif
[3] #dtif,partners
[3] partners,matersurgery
[3] matersurgery,ucd_research
[3] lovely,work
[3] work,referenced

Top Word Pairs in Tweet in G10:
[2] princetoncmd,icmpd
[2] icmpd,crncitizmigr
[2] crncitizmigr,erasmusuni
[2] erasmusuni,africaatlse
[2] africaatlse,africaoxforduni
[2] africaoxforduni,asc_ucla
[2] asc_ucla,asanewsonline
[2] asanewsonline,africa_uf
[2] africa_uf,dukeaaas
[2] dukeaaas,seattleu

Top Replied-To
Top Replied-To in Entire Graph:
@ibmresearch
@grady_booch
@mcwm
@whurley
@scalibbdp
@canonmedicaledi
@baxterkb
@krvarshney
@benjamin__io
@karamcnair

Top Replied-To in G1:
@ibmresearch
@grady_booch
@karamcnair
@benjamin__io
@catfoodmoney
@skoltech
@enricobrugno
@pamalojo
@dizzheart
@sanjaygautam

Top Replied-To in G2:
@mcwm
@baxterkb
@krvarshney
@pdabbar
@icymi_py
@actionable_ai
@pradipcloud
@spirosmargaris

Top Replied-To in G3:
@eriksolheim
@c8jvenka
@ibm_in
@buzzerblog

Top Replied-To in G4:
@scalibbdp
@canonmedicaledi

Top Replied-To in G5:
@arvindkrishna

Top Replied-To in G6:
@physicsworld
@aisakovic1
@lagoudakis_p

Top Replied-To in G7:
@pschwllr
@ismailkust
@mlstjournal

Top Replied-To in G8:
@kikesolanophys

Top Mentioned
Top Mentioned in Entire Graph:
@ibmresearch
@ibm
@ibmwatson
@lagoudakis_p
@icymi_py
@pschwllr
@spirosmargaris
@krvarshney
@pinyuchentw
@acvaucher

Top Mentioned in G1:
@ibmresearch
@icymi_py
@k_lovin_
@nirvana
@grady_booch
@evankirstel
@ibm
@nec
@adaptcentre
@ibmwatson

Top Mentioned in G2:
@ibmresearch
@krvarshney
@ibm
@pinyuchentw
@spirosmargaris
@courtinnovation
@bdtechtalks
@twahotel
@wef

Top Mentioned in G3:
@ibmresearch
@ibmwatson
@ibm
@ibmdata
@quantscitech
@ibmdeveloper
@ibmdesign
@ibmcloud
@ibmnews
@13qubit

Top Mentioned in G4:
@ibmresearch
@nvidia
@huawei
@ibm
@ibmcanada
@samsung
@intel
@amd
@arm
@qualcomm

Top Mentioned in G5:
@ibmresearch
@arvindkrishna
@ginnirometty
@kavericamire
@voguemagazine
@burncard53
@bradleypitt37
@malala
@omagazinesa
@sc

Top Mentioned in G6:
@lagoudakis_p
@ibmresearch
@skoltech
@unisouthampton
@uni_wuppertal
@clarissaconvert
@omegawatches
@eu_neuronn
@heikeriel

Top Mentioned in G7:
@pschwllr
@acvaucher
@mlstjournal
@teodorola
@ibmresearch
@teodorolaino
@jrjrjlr
@reymondgroup
@nkakade
@spirosmargaris

Top Mentioned in G8:
@googleai
@ibmresearch
@stwoods12
@oxinst
@karlunho
@circuitqed
@ilanawisby
@oxfordqcircuits
@quantumflagship
@opensuperq

Top Mentioned in G9:
@ucd_research
@ibmresearch
@matersurgery
@disruptiveei
@chemistryrcsi
@jeffreydalli
@hardyniall
@youtube
@deciphex
@palliare_eva

Top Mentioned in G10:
@princetoncmd
@icmpd
@crncitizmigr
@erasmusuni
@africaatlse
@africaoxforduni
@asc_ucla
@asanewsonline
@africa_uf
@dukeaaas

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@delta
@evankirstel
@rosenchild
@aldoceccarelli
@artificialbra1n
@ipythonistabot
@discovertech3
@djangobot_
@andrewmorrisuk

Top Tweeters in G1:
@evankirstel
@aldoceccarelli
@djangobot_
@monitor_ph
@ayirpelle
@codewithtwitchi
@techrepublic
@douglaschongys
@hipsterelectron
@financeandkm

Top Tweeters in G2:
@artificialbra1n
@discovertech3
@ml_tweet_bot
@openmarketingtv
@the404code
@opensource_orgs
@fastcompany
@blkhwk0ps
@spirosmargaris
@junjudapi

Top Tweeters in G3:
@chidambara09
@ipythonistabot
@andrewmorrisuk
@quick13
@medicalquack
@tmmmarshall
@qualityisarul3
@wired
@satyajit1910
@adrianvelascos

Top Tweeters in G4:
@google
@dell
@cnrs
@huawei
@sony
@arm
@intel
@facebook
@nih
@nvidiageforce

Top Tweeters in G5:
@zdnet
@voguemagazine
@arianagrande
@youtube
@ldignan
@burncard53
@jk_rowling
@janegoodallinst
@omagazinesa
@gretathunberg

Top Tweeters in G6:
@scitechmachine
@enerphyschem
@wingod
@maxvipworld
@shassinger
@kutandb
@bryankeiiy
@aisakovic1
@unisouthampton
@physicsworld

Top Tweeters in G7:
@thecuriousluke
@developerbot_v1
@dnaed_tech
@elizabot9
@compchembiobot
@_oliviabot
@fwyinemagazine
@z4chburris
@binfotrends
@jrcfernandes

Top Tweeters in G8:
@nist
@ainewsletter
@michael4811
@oxinst
@kikesolanophys
@quantumdaily
@quantumflagship
@googleai
@stwoods12
@tidecoin

Top Tweeters in G9:
@unileiden
@entirl
@manishchandsurg
@natrevclinoncol
@farazkh65499316
@ucd_research
@irishmedtech
@matersurgery
@ucddiscovery
@sergiofceballos

Top Tweeters in G10:
@africaatlse
@ufsweb
@uptuks
@seattleu
@dukeaaas
@erasmusuni
@asanewsonline
@codesria
@africaportal
@africaoxforduni


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