ibmresearch, Twitter, 10/12/2021 12:19:02 PM, 264367


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ibmresearch_2021-10-11_22-08-00.xlsx
ibmresearch_2021-10-11_22-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2021
Short Description:
ibmresearch via NodeXL https://bit.ly/3DxsXdN
@ibmresearch
@burncard53
@odi_india
@sergkostrov
@matersurgery
@spirosmargaris
@huangjunye
@arunmis37508434
@ceg_ny
@ibm

Top hashtags:
#ai
#quantum
#ibm
#quantumcomputing
#bigdata
#artificialintelligence
#deeplearning

Description:
Description
The graph represents a network of 826 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, 12 October 2021 at 05:09 UTC.

The requested start date was Tuesday, 12 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, 11-hour, 25-minute period from Tuesday, 28 September 2021 at 09:35 UTC to Monday, 11 October 2021 at 21:01 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 : 826
Unique Edges : 1094
Edges With Duplicates : 1629
Total Edges : 2723
Number of Edge Types : 5
Retweet : 373
MentionsInRetweet : 988
Mentions : 1231
Replies to : 100
Tweet : 31
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.031980319803198
Reciprocated Edge Ratio : 0.0619785458879619
Connected Components : 13
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 804
Maximum Edges in a Connected Component : 2694
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.20571
Graph Density : 0.00246239636070145
Modularity : 0.447271
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 826 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, 12 October 2021 at 05:09 UTC.

The requested start date was Tuesday, 12 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, 11-hour, 25-minute period from Tuesday, 28 September 2021 at 09:35 UTC to Monday, 11 October 2021 at 21:01 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:
[27] 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
[15] https://brasilsfetech.blogspot.com/2021/03/A-Descoberta-de-Novos-Medicamentos-e-Terapeuticas-Acelerados-pela-AI-e-a-Computacao-Quaantica.html
[12] https://twitter.com/IBMResearch/status/1445763938709213188
[11] https://www.fastcompany.com/90680174/ibm-ceo-quantum-computing-will-take-off-like-a-rocket-ship-this-decade
[6] https://www.weforum.org/agenda/2021/09/everything-you-need-to-know-about-quantum-computing?utm_source=twitter&utm_medium=social_scheduler&utm_term=Emerging+Technologies&utm_content=08/09/2021+20:20
[5] https://link.aps.org/doi/10.1103/PhysRevA.104.032223
[4] https://iopscience.iop.org/article/10.1088/2632-2153/abc81d
[3] https://airc.rpi.edu/
[3] https://challenges.quantum-computing.ibm.com/fall-2021
[3] https://research.ibm.com/blog/fall-quantum-challenge-japan?social_post=5657818595&linkId=134816652

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
[3] https://www.nature.com/articles/doi:10.1038/s41586-021-03866-9.epdf?sharing_token=Sqtrb5nE1ZiQeDQy-2wBPdRgN0jAjWel9jnR3ZoTv0Okvta5J59sXF4uxD9FZfcRdmsycgg_V1szLdkinRMKnglWelJQkY8aelw8hzrnp_o2j4lNs0xV2e3_qK4tKapdLxw9tr1VAkDPYpWUb4cMrd0CmJQI6ik_RStQo5u7kSw%3D
[2] https://physicsworld.com/a/new-optical-transistor-uses-quasiparticle-condensate-to-switch-rapidly/
[2] http://www.ibm.com
[2] https://researcher.watson.ibm.com/researcher/view_group.php?id=10854
[2] https://www.washingtonpost.com/technology/2021/09/24/autonomous-ai-ship/
[1] https://research.ibm.com/blog/quantum-accelerator-program?social_post=5544224503&linkId=132790248
[1] https://research.ibm.com/blog/evaluating-common-sense-in-ai?social_post=5666542153&linkId=134967362
[1] https://youtu.be/brdrdrz4ve4?linkId=135116807
[1] https://research.ibm.com/blog/nsb-vannevar-bush-award?social_post=4841903066&linkId=119128333

Top URLs in Tweet in G2:
[15] https://brasilsfetech.blogspot.com/2021/03/A-Descoberta-de-Novos-Medicamentos-e-Terapeuticas-Acelerados-pela-AI-e-a-Computacao-Quaantica.html
[5] https://www.fastcompany.com/90680174/ibm-ceo-quantum-computing-will-take-off-like-a-rocket-ship-this-decade
[5] https://link.aps.org/doi/10.1103/PhysRevA.104.032223
[2] https://www.dw.com/en/ibm-unveils-first-quantum-computer-in-germany/a-57909494
[2] https://challenges.quantum-computing.ibm.com/fall-2021
[2] https://twitter.com/IBMResearch/status/1445763938709213188
[1] https://www.ibm.com/it-it/events/think-summit/?utm_medium=OSocial&utm_source=Internal+Influencer&utm_content=TKS3I&utm_term=20AXK&utm_id=Twitter-T2-ThinkSummit2021Italy
[1] https://www.rtx.com/News/2021/10/11/ibm-raytheon-technologies-to-collaborate?utm_source=twitter&utm_medium=organic&utm_campaign=TECH,MFTM_TECH&utm_content=_&utm_id=56750976025705061940138&linkId=135447884
[1] https://sdtimes.com/ai/ibm-research-creates-new-benchmark-for-measuring-ai/
[1] https://analyticsindiamag.com/exciting-times-for-ai-in-india-sameep-mehta-lead-data-and-ai-platforms-ibm-research-india/

Top URLs in Tweet in G3:
[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://aifs360.mybluemix.net/methodology?social_post=5608070545&linkId=133989578
[1] 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
[1] https://ci360.mybluemix.net/?social_post=5532954008&linkId=132544757
[1] https://github.com/IBM/causallib?linkId=132544758
[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/project-codeflare/codeflare?linkId=123581762
[1] https://twitter.com/VentureBeat/status/1412743506855071749
[1] https://research.ibm.com/blog/defend-deep-learning-hacks?utm_medium=OSocial&utm_source=Twitter&utm_content=WAIWW&utm_id=Defend-Deep-Learning-Hacks&social_post=5581790023&linkId=133460471
[1] https://github.com/IBM/devil-in-GAN?linkId=133460474

Top URLs in Tweet in G4:
[2] https://twitter.com/alexfleischer1/status/1437330015549599744
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F100010438787711%2Fposts%2F1505058303185448%2F%3Fd%3Dn
[1] http://G.R.eat
[1] https://twitter.com/burncard53/status/1447454948212580354
[1] https://twitter.com/burncard53/status/1447456174123724807
[1] https://twitter.com/burncard53/status/1447433912540618752
[1] https://twitter.com/burncard53/status/1447460572740689921
[1] https://twitter.com/burncard53/status/1447464178235723784
[1] https://research.ibm.com/blog/nsb-vannevar-bush-award?utm_medium=OSocial&utm_source=Internal+Influencer&utm_content=000040UV&utm_term=10014622&utm_id=Twitter-Arvind-Krishna-T1-RalphGomory-2021-05-24&social_post=4861383687&linkId=119521346
[1] https://twitter.com/AlexFleischer1/status/1437330015549599744

Top URLs in Tweet in G5:
[20] 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://twitter.com/CarnegieMellonQ/status/1443215134823002112

Top URLs in Tweet in G6:
[1] https://youtu.be/AtAtc098hgA
[1] https://youtu.be/1yomzfC5ToM
[1] https://youtu.be/I0YDI8DX04s
[1] https://www.1000shapes.com

Top URLs in Tweet in G7:
[2] https://twitter.com/IBMResearch/status/1445763938709213188
[1] https://twitter.com/IBMWatson/status/1442832716500721668
[1] https://www.dqindia.com/how-ibm-is-helping-build-tech-innovators-of-tomorrow/
[1] https://www.youtube.com/watch?v=SPkwRXrHajc&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://www.youtube.com/playlist?list=PL5eLupxHNQCeqUjIehBbmv9ZhodplokI3

[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
[1] https://www.youtube.com/watch?v=Sd5ZLJWQmss&feature=youtu.be

[1] https://twitter.com/Matersurgery/status/1444268784915730438

Top URLs in Tweet in G9:
[2] http://theherdlocker.com/tweet/popularity/quantum
[1] https://www.sdsc.edu/News%20Items/PR20211005_science_data_fabric.html

Top URLs in Tweet in G10:
[5] https://www.weforum.org/agenda/2021/09/everything-you-need-to-know-about-quantum-computing?utm_source=twitter&utm_medium=social_scheduler&utm_term=Emerging+Technologies&utm_content=08/09/2021+20:20
[1] https://wef.ch/3m6nxzp
[1] https://wsjcustomevents.com/clevelandclinic
[1] https://www.weforum.org/agenda/2021/09/case-study-on-ibm-ethical-use-of-artificial-intelligence-technology/

Top Domains
Top Domains in Tweet in Entire Graph:
[58] twitter.com
[35] weforum.org
[29] ibm.com
[15] blogspot.com
[11] fastcompany.com
[7] youtube.com
[6] aps.org
[4] nature.com
[4] channeldrive.in
[4] youtu.be

Top Domains in Tweet in G1:
[13] ibm.com
[9] twitter.com
[6] fastcompany.com
[4] seismic.com
[3] youtube.com
[3] nature.com
[2] physicsworld.com
[2] stwb.co
[2] washingtonpost.com
[1] youtu.be

Top Domains in Tweet in G2:
[15] blogspot.com
[5] fastcompany.com
[5] aps.org
[5] twitter.com
[3] ibm.com
[2] weforum.org
[2] dw.com
[1] rtx.com
[1] sdtimes.com
[1] analyticsindiamag.com

Top Domains in Tweet in G3:
[6] twitter.com
[4] ibm.com
[4] channeldrive.in
[3] github.com
[3] weforum.org
[2] mybluemix.net
[1] id.me
[1] c3.ai
[1] medium.com

Top Domains in Tweet in G4:
[8] twitter.com
[2] ibm.com
[1] facebook.com
[1] r.eat
[1] zdnet.com

Top Domains in Tweet in G5:
[20] weforum.org
[1] twitter.com

Top Domains in Tweet in G6:
[3] youtu.be
[1] 1000shapes.com

Top Domains in Tweet in G7:
[3] twitter.com
[1] dqindia.com
[1] youtube.com

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

Top Domains in Tweet in G9:
[2] theherdlocker.com
[1] sdsc.edu

Top Domains in Tweet in G10:
[6] weforum.org
[1] wef.ch
[1] wsjcustomevents.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[89] ai
[56] quantum
[51] ibm
[46] quantumcomputing
[30] bigdata
[28] artificialintelligence
[28] deeplearning
[27] chief
[27] ethics
[27] fintech



Top Hashtags in Tweet in G1:
[12] ai
[8] quantumcomputing
[6] quantum
[3] gesdasummit
[3] cloud
[2] covid19
[2] askvira
[2] hybridcloud
[2] projectdebater
[2] science

Top Hashtags in Tweet in G2:
[37] ibm
[35] quantumcomputing
[24] quantum
[23] ai
[14] thinkitaly
[14] artificialntelligence
[14] computaçãoquântica
[14] cord19
[14] ia
[14] ibmq

Top Hashtags in Tweet in G3:
[21] ai
[9] ibm
[8] opensource
[7] india
[4] ml
[4] bigdata
[4] trustworthyai
[3] openscale
[3] chief
[3] ethics

Top Hashtags in Tweet in G4:
[2] challenge
[2] superheroes
[1] wow
[1] ponder
[1] ia
[1] msa
[1] master
[1] administration
[1] september
[1] spiderman

Top Hashtags in Tweet in G5:
[22] ai
[20] chief
[20] ethics
[20] fintech
[20] bigdata
[20] artificialintelligence
[1] grandchallenges
[1] machinelearning
[1] deeplearning
[1] quantum

Top Hashtags in Tweet in G6:
[1] icubelab

Top Hashtags in Tweet in G7:
[3] quantum
[3] azimpremji
[2] ibminnovates
[1] ibm
[1] quantumcomputing
[1] geeks
[1] learning
[1] ai
[1] hack
[1] attacks

Top Hashtags in Tweet in G8:
[3] dtif
[1] digitalsurgery

Top Hashtags in Tweet in G9:
[10] quantum
[1] dataanalytics

Top Hashtags in Tweet in G10:
[8] quantum
[3] technology
[2] innovation
[1] cio
[1] cto
[1] speed
[1] calculations
[1] computer
[1] simulations
[1] cryptography

Top Words
Top Words in Tweet in Entire Graph:
[442] ibmresearch
[175] ibm
[89] #ai
[61] research
[56] #quantum
[54] quantum
[51] #ibm
[48] ai
[46] #quantumcomputing
[44] ibmwatson

Top Words in Tweet in G1:
[137] ibmresearch
[58] ibm
[46] research
[31] model
[29] causal
[29] inference
[29] analysis
[28] causallib
[28] python
[28] package

Top Words in Tweet in G2:
[85] ibmresearch
[55] ibm
[37] #ibm
[35] #quantumcomputing
[32] director
[24] dariogila
[24] #quantum
[23] #ai
[23] today
[22] quantum

Top Words in Tweet in G3:
[52] ibmresearch
[35] ibmwatson
[21] #ai
[20] ai
[17] ibm
[14] scientists
[14] adversarial
[13] ibmdata
[13] ibmdeveloper
[12] share

Top Words in Tweet in G4:
[16] ibmresearch
[11] arvindkrishna
[9] kavericamire
[9] voguemagazine
[9] ginnirometty
[7] bradleypitt37
[7] omagazinesa
[6] shijoliepitt
[5] madonna
[5] ibm

Top Words in Tweet in G5:
[22] #ai
[21] spirosmargaris
[20] hire
[20] #chief
[20] #ethics
[20] officer
[20] #fintech
[20] #bigdata
[20] #artificialintelligence
[7] ibmresearch

Top Words in Tweet in G6:
[8] nvidia
[8] ibmresearch
[8] huawei
[5] canonmedicaledi
[5] sponsors
[5] siemenshealth
[5] tencentglobal
[5] baidu_inc
[3] scalibbdp
[3] samsung

Top Words in Tweet in G7:
[7] ibmresearch
[4] googleai
[3] #quantum
[3] ibm_in
[3] rntata2000
[3] mukeshambanima
[3] gautam_adani
[3] arcelormittal
[3] shivnadarfdn
[3] adityabirlagrp

Top Words in Tweet in G8:
[11] ibmresearch
[9] ucd_research
[8] matersurgery
[6] great
[5] disruptiveei
[5] chemistryrcsi
[4] work
[4] see
[3] super
[3] hardyniall

Top Words in Tweet in G9:
[15] nsf
[13] ibmresearch
[10] #quantum
[10] diebo37
[10] thl
[10] data
[8] andresvarela
[7] twitter
[7] shared
[7] patrickmoorhead

Top Words in Tweet in G10:
[19] ibmresearch
[14] ibm
[13] snarky_android
[12] ieeeorg
[11] quantum
[11] whurley
[11] caltech
[11] gartner_inc
[8] #quantum
[7] clevelandclinic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] ibm,research
[37] causal,inference
[36] director,ibmresearch
[33] causallib,python
[33] python,package
[33] package,modular
[33] modular,causal
[33] inference,analysis
[33] analysis,model
[33] model,evaluations

Top Word Pairs in Tweet in G1:
[31] ibm,research
[29] causal,inference
[28] causallib,python
[28] python,package
[28] package,modular
[28] modular,causal
[28] inference,analysis
[28] analysis,model
[28] model,evaluations
[28] evaluations,ibm

Top Word Pairs in Tweet in G2:
[32] director,ibmresearch
[21] ibmresearch,dariogila
[19] ibm,ibmresearch
[18] #ibm,svp
[18] svp,director
[18] dariogila,today
[18] today,joined
[18] joined,whostp's
[18] whostp's,ericlander46
[18] ericlander46,discuss

Top Word Pairs in Tweet in G3:
[12] scientists,ibmresearch
[12] ibmresearch,share
[12] share,approach
[12] approach,detecting
[12] detecting,defending
[12] defending,mitigating
[12] mitigating,effects
[12] effects,adversarial
[11] ibmwatson,scientists
[11] adversarial,attac

Top Word Pairs in Tweet in G4:
[7] arvindkrishna,ibmresearch
[6] ginnirometty,arvindkrishna
[5] kavericamire,burncard53
[3] voguemagazine,kavericamire
[3] burncard53,voguemagazine
[3] voguemagazine,ginnirometty
[3] ibmresearch,robertirwin
[3] robertirwin,omagazinesa
[3] ralph,gomory
[2] fake,intelligence

Top Word Pairs in Tweet in G5:
[20] hire,#chief
[20] #chief,#ai
[20] #ai,#ethics
[20] #ethics,officer
[20] officer,#fintech
[20] #fintech,#bigdata
[20] #bigdata,#artificialintelligence
[19] spirosmargaris,hire
[4] frossi_t,ibm
[3] mminevich,wef

Top Word Pairs in Tweet in G6:
[5] canonmedicaledi,nvidia
[5] nvidia,huawei
[5] siemenshealth,tencentglobal
[5] tencentglobal,baidu_inc
[5] baidu_inc,ibmresearch
[3] scalibbdp,samsung
[3] samsung,amd
[3] amd,arm
[3] arm,qualcomm
[3] qualcomm,dell

Top Word Pairs in Tweet in G7:
[3] rntata2000,mukeshambanima
[3] mukeshambanima,gautam_adani
[3] gautam_adani,arcelormittal
[3] arcelormittal,shivnadarfdn
[3] shivnadarfdn,adityabirlagrp
[3] adityabirlagrp,#azimpremji
[3] #azimpremji,ibmresearch
[2] #quantum,roadmap
[2] roadmap,join
[2] join,#ibminnovates

Top Word Pairs in Tweet in G8:
[4] ucd_research,ibmresearch
[4] great,see
[4] ucd_research,chemistryrcsi
[4] chemistryrcsi,ibmresearch
[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 G9:
[7] twitter,shared
[7] shared,#quantum
[7] #quantum,diebo37
[7] diebo37,patrickmoorhead
[7] patrickmoorhead,aivd
[7] aivd,ibmresearch
[7] ibmresearch,theadityapatro
[7] theadityapatro,ornlcomputing
[7] ornlcomputing,nsf
[7] nsf,thl

Top Word Pairs in Tweet in G10:
[11] ibmresearch,caltech
[11] caltech,ieeeorg
[11] ieeeorg,snarky_android
[10] snarky_android,gartner_inc
[9] whurley,ibmresearch
[6] gartner_inc,ibm
[6] clevelandclinic,antheminc
[5] future,hold
[5] hold,quantum
[5] quantum,computing

Top Replied-To
Top Replied-To in Entire Graph:
@ibmresearch
@mcwm
@whurley
@kavericamire
@canonmedicaledi
@ibm
@raytheontech
@harjgtheonedba
@scalibbdp
@baxterkb

Top Replied-To in G1:
@ibmresearch
@mcwm
@scitech_cat
@benjamin__io
@skoltech
@el_maudra
@pradipcloud
@physicsworld
@itsamandamacias
@datalore_tv

Top Replied-To in G2:
@raytheontech
@ihopwaitress74
@arnavkalyani247
@ibm
@karanchdey71
@ale_curioni

Top Replied-To in G3:
@ibm
@blockchainirish
@emmythelab
@eriksolheim
@c8jvenka

Top Replied-To in G4:
@kavericamire
@jfpuget
@arvindkrishna

Top Replied-To in G5:
@spirosmargaris

Top Replied-To in G6:
@canonmedicaledi
@scalibbdp

Top Replied-To in G7:
@rntata2000
@kikesolanophys

Top Replied-To in G8:
@atos

Top Replied-To in G9:
@jianliufly
@michelataufer

Top Replied-To in G10:
@whurley
@khwaja_shaik

Top Mentioned
Top Mentioned in Entire Graph:
@ibmresearch
@ibm
@ibmwatson
@icymi_py
@dariogila
@acvaucher
@spirosmargaris
@pschwllr
@ericlander46
@mlstjournal

Top Mentioned in G1:
@ibmresearch
@icymi_py
@twahotel
@mcwm
@k_lovin_
@evankirstel
@ibm
@gesdaglobal
@ibmwatson
@nec

Top Mentioned in G2:
@ibmresearch
@ibm
@dariogila
@ericlander46
@whostp
@ibmpolicy
@fedma79
@googlequantumai
@raytheontech
@qiskit

Top Mentioned in G3:
@ibmresearch
@ibmwatson
@ibmdata
@ibmdeveloper
@ibm
@ibmcloud
@ibmnews
@ibmiot
@ibmdesign
@crblake

Top Mentioned in G4:
@ibmresearch
@arvindkrishna
@voguemagazine
@ginnirometty
@bradleypitt37
@omagazinesa
@shijoliepitt
@kavericamire
@madonna
@burncard53

Top Mentioned in G5:
@spirosmargaris
@ibmresearch
@ibm
@frossi_t
@wswmuc
@mminevich
@wef
@andi_staub
@haroldsinnott
@mclynd

Top Mentioned in G6:
@nvidia
@ibmresearch
@huawei
@siemenshealth
@tencentglobal
@baidu_inc
@samsung
@amd
@arm
@qualcomm

Top Mentioned in G7:
@ibmresearch
@googleai
@ibm_in
@mukeshambanima
@gautam_adani
@arcelormittal
@shivnadarfdn
@adityabirlagrp
@arunmis37508434
@rntata2000

Top Mentioned in G8:
@ibmresearch
@ucd_research
@matersurgery
@disruptiveei
@chemistryrcsi
@hardyniall
@youtube
@hpe_cray
@nasa_nas
@lenovo

Top Mentioned in G9:
@ibmresearch
@diebo37
@nsf
@andresvarela
@patrickmoorhead
@aivd
@theadityapatro
@ornlcomputing
@michelataufer
@cryptonoora

Top Mentioned in G10:
@ibmresearch
@caltech
@ieeeorg
@snarky_android
@gartner_inc
@ibm
@clevelandclinic
@wef
@delta
@daimler

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@robre62
@delta
@evankirstel
@rosenchild
@reuters
@ipythonistabot
@discovertech3
@timesofindia
@djangobot_

Top Tweeters in G1:
@evankirstel
@ipythonistabot
@djangobot_
@ayirpelle
@medicalquack
@codewithtwitchi
@enerphyschem
@douglaschongys
@technojeder
@hipsterelectron

Top Tweeters in G2:
@chidambara09
@robre62
@drspockets
@fastcompany
@discriminantbot
@qualityisarul3
@google
@wired
@wireduk
@brazilsfe

Top Tweeters in G3:
@rosenchild
@discovertech3
@andrewmorrisuk
@quick13
@openmarketingtv
@education_24x7
@opensource_orgs
@blkhwk0ps
@tmmmarshall
@satyajit1910

Top Tweeters in G4:
@zdnet
@voguemagazine
@walthercancerin
@arianagrande
@ldignan
@burncard53
@informs
@jfpuget
@kamalaharris
@bigdataparis

Top Tweeters in G5:
@thecuriousluke
@the404code
@spirosmargaris
@junjudapi
@psb_dc
@prometheus_bot
@mclynd
@haroldsinnott
@pdrini_guardian
@kalydeoo

Top Tweeters in G6:
@dell
@cnrs
@huawei
@arm
@intel
@nih
@nvidiageforce
@qualcomm
@nvidia
@siemenshealth

Top Tweeters in G7:
@amazon
@wipro
@hcltech
@infosys
@microsoft
@tcs
@robertherjavec
@thilodotzel
@ibm_in
@ainewsletter

Top Tweeters in G8:
@lenovo
@esa
@youtube
@unileiden
@entirl
@manishchandsurg
@natrevclinoncol
@atos
@farazkh65499316
@hpe_cray

Top Tweeters in G9:
@instinc26289171
@diebo37rt2
@infosecuritymag
@patrickmoorhead
@natalie74440094
@andresvarela
@theadityapatro
@37diebo
@nsf
@eliedave2

Top Tweeters in G10:
@delta
@fabriciosx
@wef
@clevelandclinic
@tech2specialist
@singingindcloud
@gartner_inc
@csuitetechpoint
@erikbryn
@ieeeorg