ibmresearch, Twitter, 6/2/2020 7:01:17 AM, 228667


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ibmresearch_2020-06-01_22-04-00.xlsx
ibmresearch_2020-06-01_22-04-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2020
Short Description:
ibmresearch via NodeXL https://bit.ly/2BsgL3v
@ibmresearch
@1600council
@ibm
@asa_india
@sergkostrov
@johndoe47564694
@kikesolanophys
@greatireexp
@expressscala
@agent_anakin

Top hashtags:
#quantumcomputing
#ibmq
#think2020
#quantumcomputers
#ibmquantum
#science

Description:
Description
The graph represents a network of 992 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, 02 June 2020 at 05:04 UTC.

The requested start date was Tuesday, 02 June 2020 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, 2-hour, 13-minute period from Tuesday, 19 May 2020 at 01:58 UTC to Monday, 01 June 2020 at 04:12 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 : 992
Unique Edges : 1226
Edges With Duplicates : 3090
Total Edges : 4316
Number of Edge Types : 5
MentionsInRetweet : 1985
Retweet : 784
Mentions : 1397
Tweet : 27
Replies to : 123
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0282513395031661
Reciprocated Edge Ratio : 0.0549502605400284
Connected Components : 11
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 968
Maximum Edges in a Connected Component : 4277
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.129104
Graph Density : 0.0021473503466684
Modularity : 0.363225
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 992 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, 02 June 2020 at 05:04 UTC.

The requested start date was Tuesday, 02 June 2020 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, 2-hour, 13-minute period from Tuesday, 19 May 2020 at 01:58 UTC to Monday, 01 June 2020 at 04:12 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:
[16] https://www.hpcwire.com/2020/05/27/ibm-boosts-deep-learning-accuracy-on-memristive-chips/
[16] https://www.ibm.com/events/activations-quantum/?utm_medium=OSocial&utm_source=Twitter&utm_content=000021SW&utm_term=10009339&utm_id=quantum&cm_mmc=OSocial_Twitter-_-xIBM+Events_Global+Conferences-_-WW_WW-_-quantum&cm_mmca1=000021SW&cm_mmca2=10009339&social_post=3324269733&linkId=88072113
[9] https://www.protocol.com/national-science-board-dario-gil-ibm
[8] https://covid19-mol.mybluemix.net/
[6] https://www.techradar.com/news/ibm-publishes-wide-ranging-free-data-sets-to-assist-ai-developers
[6] https://twitter.com/IBMResearch/status/1266010963951718401
[4] https://www.zdnet.com/video/how-ibm-is-using-data-sets-to-help-combat-covid-19/
[4] https://www.linkedin.com/slink?code=gPRfarp
[3] https://www.techradar.com/news/playing-god-why-artificial-intelligence-is-hopelessly-biased-and-always-will-be
[3] https://twitter.com/ibmresearch/status/1263557906726883338

Top URLs in Tweet in G1:
[16] https://www.hpcwire.com/2020/05/27/ibm-boosts-deep-learning-accuracy-on-memristive-chips/
[6] https://www.techradar.com/news/ibm-publishes-wide-ranging-free-data-sets-to-assist-ai-developers
[5] https://www.protocol.com/national-science-board-dario-gil-ibm
[4] https://www.zdnet.com/video/how-ibm-is-using-data-sets-to-help-combat-covid-19/
[3] https://www.techradar.com/news/playing-god-why-artificial-intelligence-is-hopelessly-biased-and-always-will-be
[2] https://ibm.biz/BdZ9hb
[2] https://www.ibm.com/quantum-computing/learn/welcome?social_post=3020556070&linkId=80216440
[2] https://twitter.com/ibmresearch/status/1263557906726883338
[2] https://trustinsights.news/dswcx
[2] https://jaxenter.de/karriere/women-tech-rapp-95753

Top URLs in Tweet in G2:
[16] https://www.ibm.com/events/activations-quantum/?utm_medium=OSocial&utm_source=Twitter&utm_content=000021SW&utm_term=10009339&utm_id=quantum&cm_mmc=OSocial_Twitter-_-xIBM+Events_Global+Conferences-_-WW_WW-_-quantum&cm_mmca1=000021SW&cm_mmca2=10009339&social_post=3324269733&linkId=88072113
[3] https://www.ibm.com/events/think/watch/replays/
[2] https://medium.com/@asierarranz/the-art-behind-a-quantum-circuit-1fa0c530da3e?linkId=88954167
[1] https://www.ibm.com/thought-leadership/imogen-heap/?utm_medium=OSocial&utm_source=Twitter&utm_content=000021SW&cm_mmc=OSocial_Twitter-_-xIBM+Events_Global+Conferences-_-WW_WW&cm_mmca1=000021SW&social_post=3374620142&linkId=89542364
[1] https://www.ibm.com/blogs/research/2020/05/iso-accuracy-deep-learning-inference-with-in-memory-computing/
[1] https://twitter.com/IBMResearch/status/1262337072842579968
[1] https://twitter.com/Thomas_Harrer/status/1264939279052144640
[1] https://phys.org/news/2020-05-scientists-quantum-radar-prototype.html
[1] https://newatlas.com/physics/15-trillion-atoms-quantum-entanglement/
[1] https://www.youtube.com/watch?v=UgqLi1itWmk&feature=youtu.be


Top URLs in Tweet in G3:
[2] https://www.ibmbigdatahub.com/blog/four-critical-data-management-attributes-ai-and-digital-transformation?utm_content=buffer682c9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/IBMDeutschland/status/1260537614945443842
[1] http://www.research.ibm.com/haifa/ponderthis/challenges/June2020.html
[1] https://marcsaltzman.com/podcasts/

Top URLs in Tweet in G4:
[7] https://covid19-mol.mybluemix.net/
[3] https://www.linkedin.com/slink?code=gPRfarp
[2] https://twitter.com/hen_str/status/1262742576152457217
[2] https://twitter.com/ibmresearch/status/1262337072842579968
[1] https://www.protocol.com/national-science-board-dario-gil-ibm
[1] https://arxiv.org/abs/2005.13285
[1] https://twitter.com/ak92501/status/1265829393173266432
[1] https://pubs.acs.org/doi/abs/10.1021/acs.jcim.5b00543?cookieSet=1
[1] http://rxnmapper.ai
[1] https://dx.doi.org/10.26434/chemrxiv.12298559

Top URLs in Tweet in G5:
[2] https://thequantumdaily.com/2020/05/26/tqd-exclusive-the-history-of-quantum-computing/
[1] https://www.youtube.com/watch?v=UgqLi1itWmk&feature=youtu.be

[1] https://twitter.com/payel791/status/1262745381676318720
[1] https://twitter.com/ibmcodait/status/1265318331151597569
[1] https://www.linkedin.com/slink?code=duhHkn6
[1] https://twitter.com/qiskit/status/1266359034942091264
[1] https://medium.com/@bsiegelwax/comparing-quantum-states-c6445e1e46fd
[1] https://link.medium.com/yCzxZnsgR6
[1] https://twitter.com/MJBiercuk/status/1266159477775982598
[1] https://medium.com/@bsiegelwax/using-the-full-qubit-e1f8515b1c32

Top URLs in Tweet in G6:
[2] https://cord19.aws/
[1] https://twitter.com/qmisanz/status/1265656931861123072
[1] https://twitter.com/artist_qu/status/1265639060422492161
[1] https://www.youtube.com/watch?v=UtHc8ocWKok

[1] https://www.youtube.com/watch?v=e9kCVp03Vog

[1] https://www.youtube.com/watch?v=xJPN5WWjTUE

[1] https://www.youtube.com/watch?v=YVkmLA-ul0Q

[1] https://www.research.ibm.com/covid19/deep-search/
[1] https://covid19primer.com/dashboard

Top URLs in Tweet in G7:
[2] https://www.nyu.edu/about/news-publications/news/2020/may/nyu-and-ibm-research-takes-electrons-for-a-spin-in-moving-toward.html
[1] https://www.youtube.com/playlist?list=PLkzWTnsZBX7amPBU5YCXX1ui7fyW3nWAp

[1] https://www.youtube.com/playlist?list=PLD02khBZLGXTOCEXFnYJ4HOJXSB_7ZJHZ

[1] https://twitter.com/JayChance5/status/1161614644869570560
[1] https://twitter.com/physorg_com/status/1176459756103446529?s=19
[1] https://arxiv.org/abs/2005.13064v1

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=K667pK6Eaac&feature=youtu.be

[1] https://www.youtube.com/watch?v=WSXCws6pcpc&feature=youtu.be

[1] https://www.youtube.com/watch?v=ilppJJR5RCU&feature=youtu.be

[1] https://www.youtube.com/watch?v=cLmJXunWH7o&feature=youtu.be

[1] https://www.youtube.com/watch?v=Ej_L6ftgXTs&feature=youtu.be

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

[1] https://www.youtube.com/watch?v=BtqqO2DMG28&feature=youtu.be

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

[1] https://www.youtube.com/watch?v=Wa8_nLwQIpg

[1] https://www.sciencedaily.com/releases/2019/06/190620104901.htm

Top URLs in Tweet in G9:
[1] https://www.linkedin.com/slink?code=g-9bdvv
[1] https://www.linkedin.com/slink?code=dgNUWUm
[1] https://www.linkedin.com/slink?code=e5S7YFU
[1] https://www.linkedin.com/slink?code=eJH4TFz
[1] https://www.linkedin.com/slink?code=e4k-t9s
[1] https://www.linkedin.com/slink?code=eCRiXDp
[1] https://www.linkedin.com/slink?code=eZM2NMQ
[1] https://venturebeat.com/?p=2606533
[1] https://www.linkedin.com/slink?code=eJjFMy5
[1] https://www.linkedin.com/slink?code=gRf-ypS

Top URLs in Tweet in G10:
[1] https://twitter.com/ASA_India/status/1266730715166781441
[1] https://twitter.com/ASA_India/status/1265877956632641538

Top Domains
Top Domains in Tweet in Entire Graph:
[54] twitter.com
[34] ibm.com
[28] youtube.com
[27] linkedin.com
[17] hpcwire.com
[11] mybluemix.net
[9] techradar.com
[9] protocol.com
[6] stwb.co
[5] medium.com

Top Domains in Tweet in G1:
[17] hpcwire.com
[13] twitter.com
[9] techradar.com
[8] ibm.com
[5] youtube.com
[5] protocol.com
[5] zdnet.com
[5] stwb.co
[3] covid19-hpc-consortium.org
[3] mybluemix.net

Top Domains in Tweet in G2:
[21] ibm.com
[2] medium.com
[2] twitter.com
[1] phys.org
[1] newatlas.com
[1] youtube.com
[1] uzh.ch
[1] stwb.co
[1] inverclydenow.com

Top Domains in Tweet in G3:
[2] ibmbigdatahub.com
[1] twitter.com
[1] ibm.com
[1] marcsaltzman.com

Top Domains in Tweet in G4:
[7] mybluemix.net
[7] twitter.com
[5] linkedin.com
[1] protocol.com
[1] arxiv.org
[1] acs.org
[1] rxnmapper.ai
[1] doi.org
[1] nature.com
[1] utexas.edu

Top Domains in Tweet in G5:
[10] twitter.com
[3] youtube.com
[3] medium.com
[3] thequantumdaily.com
[2] linkedin.com
[2] ibm.com
[1] protocol.com
[1] axios.com

Top Domains in Tweet in G6:
[4] youtube.com
[2] twitter.com
[2] cord19.aws
[1] ibm.com
[1] covid19primer.com

Top Domains in Tweet in G7:
[2] youtube.com
[2] twitter.com
[2] nyu.edu
[1] arxiv.org

Top Domains in Tweet in G8:
[10] youtube.com
[1] sciencedaily.com

Top Domains in Tweet in G9:
[15] linkedin.com
[1] venturebeat.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[295] quantumcomputing
[220] ibmq
[208] think2020
[197] quantumcomputers
[191] ibmquantum
[116] science
[75] quantum
[57] ai
[47] ibmresearch
[34] quantummechanics



Top Hashtags in Tweet in G1:
[19] hpc
[18] ai
[9] ibmresearch
[8] webbys
[8] covid19
[6] developers
[6] womeninmaths
[5] quantum
[5] think2020
[5] cybercrime

Top Hashtags in Tweet in G2:
[243] quantumcomputing
[200] think2020
[195] quantumcomputers
[194] ibmq
[184] ibmquantum
[109] science
[34] quantum
[33] quantummechanics
[27] defstar5
[26] captechu

Top Hashtags in Tweet in G3:
[4] dscs
[1] blockchain
[1] cloud
[1] security
[1] cognitivecomputing
[1] challenge
[1] fun
[1] cousins
[1] coins
[1] brothereyeomac

Top Hashtags in Tweet in G4:
[20] ibmresearch
[14] sarscov2
[12] ai
[11] drugdesign
[4] covid19
[3] proudibmer
[3] covid19solutions
[2] compchem
[2] ibm
[2] quantum

Top Hashtags in Tweet in G5:
[22] quantumcomputing
[18] ibmq
[10] quantum
[3] proudibmer
[2] homeschooling
[2] science
[2] qoffee
[2] ibmquantum
[2] think2020
[1] opensource

Top Hashtags in Tweet in G6:
[1] quantum

Top Hashtags in Tweet in G7:
[1] education
[1] skills
[1] ai
[1] creativity
[1] innovation
[1] futureofeducation
[1] industry40
[1] frugalscience
[1] ibm5in5
[1] nsffunded

Top Hashtags in Tweet in G8:
[1] stress
[1] anxiety
[1] sleep

Top Hashtags in Tweet in G9:
[16] ai
[8] atari
[7] neural
[6] ml
[6] ip
[5] fpga
[5] rl
[2] machinelearning
[2] physics
[1] ibmresearch

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[185] ibmresearch
[64] ibm
[53] we've
[48] 19
[47] covid
[43] using
[43] data
[40] researchers
[36] thanks
[35] hpc

Top Words in Tweet in G2:
[407] ibm
[264] thomas_harrer
[243] #quantumcomputing
[206] ibmresearch
[200] #think2020
[195] #quantumcomputers
[194] #ibmq
[184] #ibmquantum
[179] part
[162] journey

Top Words in Tweet in G3:
[22] ibmresearch
[11] ibm
[10] realdonaldtrump
[7] ibmwatson
[6] ibmwatsonmedia
[4] ibmdata
[4] #dscs
[4] research
[3] ibmcloud
[3] thanks

Top Words in Tweet in G4:
[28] predicted
[26] molecules
[24] novo
[22] ibmresearch
[22] covid
[22] 19
[22] candidates
[20] explorer
[20] #ibmresearch
[20] chemical

Top Words in Tweet in G5:
[68] ibmresearch
[29] quantum
[27] qiskit
[22] #quantumcomputing
[18] #ibmq
[15] more
[15] director
[14] agent_anakin
[14] snarky_android
[13] inspired

Top Words in Tweet in G6:
[32] quantum
[22] kikesolanophys
[21] computers
[20] meetiqm
[19] client
[19] ibmresearch
[16] co
[16] design
[15] breaking
[15] news

Top Words in Tweet in G7:
[9] ibmresearch
[6] idrissaberkane
[5] dr_l_alexandre
[5] stephanemallard
[5] nsf
[4] jaychance5
[4] eduscol
[4] whostp
[3] end
[3] googleai

Top Words in Tweet in G8:
[14] ibmresearch
[13] wipro
[13] infosys
[13] tcs
[13] hcltech
[10] scala
[9] lnttechservices
[9] verizon
[9] capgeminiaie
[9] wellsfargo

Top Words in Tweet in G9:
[20] inventor
[18] ibmresearch
[16] #ai
[10] master
[10] dr
[10] rajiv
[10] joshi
[10] 2020
[10] year
[10] nyipla

Top Words in Tweet in G10:
[2] uzimbabwe
[2] uptuks
[2] casatuct
[2] ufsweb
[2] aisa_research
[2] africaportal
[2] ibmresearch
[2] unn_tweets
[2] piasshuye
[2] codesria

Top Word Pairs
Top Word Pairs in Tweet in G2:
[47] #quantumcomputing,#quantumcomputers
[30] #quantumcomputers,#ibmq
[30] ibm,ibmresearch
[28] #ibmq,#ibmquantum
[28] part,#think2020
[28] journey,inside
[28] #think2020,ibm
[28] ibm,taking
[28] taking,journey
[28] #ibmquantum,part

Top Word Pairs in Tweet in G3:
[194] ibmresearch,ibmwatson
[194] president,googledrive
[191] colbertlateshow,stephenathome
[184] alexa99,googlenest
[178] four,critical
[162] critical,data
[161] data,management
[159] management,attributes
[159] attributes,ai
[155] ai,digital

Top Word Pairs in Tweet in G4:
[4] covid,19
[3] 19,drug
[3] updated,molecule
[3] molecule,explorer
[2] explorer,novo
[2] novo,covid19
[2] covid19,treatment
[2] treatment,candidates
[2] candidates,molecules
[2] molecules,add

Top Word Pairs in Tweet in G5:
[22] ibmresearch,qiskit
[15] inspired,learn
[13] learn,more
[13] more,state
[13] state,#quantumcomputing
[13] #quantumcomputing,actual
[13] actual,quantum
[13] quantum,hardware
[13] hardware,ibmresearch
[13] ibmresearch,director

Top Word Pairs in Tweet in G6:
[21] quantum,computers
[13] co,design
[13] design,quantum
[13] breaking,news
[13] news,iqm
[13] iqm,decided
[13] decided,build
[13] build,co
[13] computers,munich
[13] munich,germany

Top Word Pairs in Tweet in G7:
[21] dr_l_alexandre,stephanemallard
[16] idrissaberkane,dr_l_alexandre
[16] ibmresearch,googleai
[15] jaychance5,elonmusk
[15] elonmusk,arpae
[15] arpae,cityresilience
[15] cityresilience,ibmresearch
[15] googleai,timeuselab
[15] timeuselab,fhioxford
[15] fhioxford,idrissaberkane

Top Word Pairs in Tweet in G8:
[5] wipro,infosys
[4] infosys,tcs
[3] tcs,hcltech
[2] hcltech,lnttechservices
[2] capgeminiaie,wellsfargo
[2] wellsfargo,crisillimited
[2] crisillimited,medtronicss
[2] medtronicss,ibmresearch
[2] ibmresearch,ctstech
[2] toc,scala

Top Word Pairs in Tweet in G9:
[13] ibmresearch,master
[9] master,inventor
[9] inventor,dr
[9] dr,rajiv
[9] rajiv,joshi
[9] joshi,2020
[9] 2020,inventor
[9] inventor,year
[8] year,nyipla
[8] excited,congratulate

Top Word Pairs in Tweet in G10:
[10] uzimbabwe,uptuks
[10] uptuks,casatuct
[10] casatuct,ufsweb
[10] ufsweb,aisa_research
[10] aisa_research,africaportal
[10] africaportal,ibmresearch
[10] ibmresearch,unn_tweets
[10] unn_tweets,piasshuye
[10] piasshuye,codesria
[9] codesria,humanitiesuon

Top Replied-To
Top Replied-To in Entire Graph:
@ibmresearch
@realdonaldtrump
@thomas_harrer
@ibm
@topcybernews
@agent_anakin
@myphdresearch
@explore_quantum
@mikko
@scalibbdp

Top Replied-To in G1:
@ibmresearch
@mikko
@hamad_ali
@ibm

Top Replied-To in G2:
@thomas_harrer
@topcybernews
@myphdresearch
@ibm
@mcwm
@uzh_blockchain

Top Replied-To in G3:
@realdonaldtrump
@ibmresearch
@lingfei_wu
@gsrpirate

Top Replied-To in G4:
@dr_greg_landrum
@aspenhat
@abuseb
@ibmresearch

Top Replied-To in G5:
@agent_anakin
@explore_quantum
@ibmresearch
@anamitag
@jsevillamol
@jaygambetta
@andreasateth
@jackwoehr
@mjbiercuk
@mcwm

Top Replied-To in G6:
@scalibbdp
@kikesolanophys
@carocueliche
@nasa

Top Replied-To in G7:
@idrissaberkane
@jaychance5

Top Replied-To in G8:
@wipro
@andyfidel_

Top Replied-To in G10:
@uzimbabwe

Top Mentioned
Top Mentioned in Entire Graph:
@ibmresearch
@ibm
@thomas_harrer
@myphdresearch
@topcybernews
@captechu
@editorcorner
@imogenheap
@qiskit
@andysc

Top Mentioned in G1:
@ibmresearch
@ibm
@ibmcodait
@hpcwire
@crblake
@martino_design
@ma
@dariogila
@vefthym
@techradar

Top Mentioned in G2:
@ibm
@thomas_harrer
@ibmresearch
@myphdresearch
@topcybernews
@captechu
@editorcorner
@imogenheap
@ibmeurope
@intengineering

Top Mentioned in G3:
@ibmresearch
@ibm
@ibmwatson
@ibmwatsonmedia
@ibmdata
@ibmcloud
@president
@googledrive
@googlephotos
@googleplus

Top Mentioned in G4:
@ibmresearch
@ale_curioni
@hen_str
@jeffwelser
@jannisborn
@payel791
@abuseb
@ben_hoov
@naturecomms
@pschwllr

Top Mentioned in G5:
@ibmresearch
@qiskit
@snarky_android
@dariogil
@dariogila
@agent_anakin
@ibmsystems
@amandamcarl
@ibm
@jaygambetta

Top Mentioned in G6:
@meetiqm
@kikesolanophys
@ibmresearch
@googleai
@msftquantum
@nasa
@samsung
@amd
@arm
@qualcomm

Top Mentioned in G7:
@ibmresearch
@dr_l_alexandre
@stephanemallard
@nsf
@idrissaberkane
@eduscol
@whostp
@googleai
@valaafshar
@jaychance5

Top Mentioned in G8:
@ibmresearch
@infosys
@tcs
@hcltech
@wipro
@lnttechservices
@verizon
@capgeminiaie
@wellsfargo
@crisillimited

Top Mentioned in G9:
@ibmresearch
@nyipla
@hopkira
@thelotnet
@kyle_l_wiggers
@caffeinate_adam
@venturebeat
@openai
@xilinxinc
@cornellphysics

Top Mentioned in G10:
@uptuks
@casatuct
@ufsweb
@aisa_research
@africaportal
@ibmresearch
@unn_tweets
@piasshuye
@codesria
@humanitiesuon

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@ottlegalrebels
@rosenchild
@iam__network
@billnigh
@guardian
@codernotesbot
@femtech_
@calcaware
@xaelbot

Top Tweeters in G1:
@rosenchild
@femtech_
@hubbucket
@zdnet
@forbes
@lesguer_lionel
@tmmmarshall
@magicalmako
@scitechmachine
@icntmx

Top Tweeters in G2:
@sectest9
@uncjay1
@ssxman2
@cybersecurityn8
@bernardo_pirola
@gabrielanthonyp
@krandemirkollu2
@sminaev2015
@lajusticierra
@topcybernews

Top Tweeters in G3:
@guardian
@haaretzcom
@timesofisrael
@president
@googlenest
@money
@switzerland
@ibmdeveloper
@pbs
@thekoreaherald

Top Tweeters in G4:
@calcaware
@deepgradient
@miskaknapek
@rd
@josepvives
@heghbalz
@decollanz
@senschumer
@skepteis
@naturecomms

Top Tweeters in G5:
@billnigh
@supplychainsn
@google
@ibmsystems
@baski_la
@accenture
@mjbiercuk
@michelvdp
@javafxpert
@manuel_avalos_v

Top Tweeters in G6:
@dell
@nasa
@faraimazhandu
@hp
@awscloud
@arm
@huawei
@readermeter
@intel
@bettinainclan

Top Tweeters in G7:
@valaafshar
@jaychance5
@johndoe47564694
@idrissaberkane
@eu_commission
@euscienceinnov
@cnrs
@educationgovuk
@polytechnique
@energy

Top Tweeters in G8:
@xbox
@verizon
@cognizant
@adobe
@microsoftindia
@capgeminiindia
@wipro
@hcltech
@andyfidel_
@youtube

Top Tweeters in G9:
@ottlegalrebels
@venturebeat
@physorg_com
@datanami
@seetalabs
@kyle_l_wiggers
@xilinxinc
@soulliers
@wnbt1959
@pauloudendijk

Top Tweeters in G10:
@reutersafrica
@ufsweb
@css_zurich
@uptuks
@royafrisoc
@upeace
@yorkuniversity
@unicologne
@univ_dschang
@cairouniv


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