ibmresearch, Twitter, 4/7/2020 7:52:38 AM, 224543


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ibmresearch_2020-04-06_21-54-44.xlsx
ibmresearch_2020-04-06_21-54-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2020
Short Description:
ibmresearch via NodeXL https://bit.ly/2RfMYzQ
@ibmresearch
@1600council
@thomas_harrer
@ibm
@hen_str
@digitalmatrix2
@dermist4
@ronald_vanloon
@kmborgwardt
@topcybernews

Top hashtags:
#ibmquantum
#ibmq
#mathematics
#science
#stem
#physics
#math
#cybersecurity

Description:
Description
The graph represents a network of 1,210 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, 07 April 2020 at 04:55 UTC.

The requested start date was Tuesday, 07 April 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 12-day, 22-hour, 53-minute period from Tuesday, 24 March 2020 at 04:42 UTC to Monday, 06 April 2020 at 03:36 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 : 1210
Unique Edges : 1837
Edges With Duplicates : 1946
Total Edges : 3783
Number of Edge Types : 4
MentionsInRetweet : 1901
Mentions : 1661
Replies to : 177
Tweet : 44
Self-Loops : 44
Reciprocated Vertex Pair Ratio : 0.0289532293986637
Reciprocated Edge Ratio : 0.0562770562770563
Connected Components : 13
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 1195
Maximum Edges in a Connected Component : 3770
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.132851
Graph Density : 0.00157906609519513
Modularity : 0.452842
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,210 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, 07 April 2020 at 04:55 UTC.

The requested start date was Tuesday, 07 April 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 12-day, 22-hour, 53-minute period from Tuesday, 24 March 2020 at 04:42 UTC to Monday, 06 April 2020 at 03:36 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:
[19] https://www.forbes.com/sites/nicholasfearn/2019/09/10/big-data-can-reveal-why-cancer-therapies-fail/
[18] https://youtu.be/mLPiG3_o5hM?linkId=84245101
[17] https://www.cnbc.com/video/2020/03/23/how-ibms-supercomputers-are-working-to-fight-the-coronavirus-pandemic.html
[8] https://newsroom.ibm.com/IBM-helps-bring-supercomputers-into-the-global-fight-against-COVID-19
[8] https://www.imperial.ac.uk/jobs/description/NAT00686/research-assistant-physics-marie-sklodowska-curie-early-stage-researcher
[6] https://www.ibm.com/blogs/research/2020/04/ai-powered-technologies-accelerate-discovery-covid-19/
[5] https://www.wsj.com/articles/researchers-unleash-more-computing-power-against-coronavirus-11585566000
[5] https://twitter.com/IBMResearch/status/1246121549096202241
[5] https://twitter.com/stanfordhai/status/1245459531263627270
[5] https://www.techrepublic.com/article/ibm-watson-offers-free-service-to-answer-covid-19-questions/

Top URLs in Tweet in G1:
[7] https://newsroom.ibm.com/IBM-helps-bring-supercomputers-into-the-global-fight-against-COVID-19
[4] https://www.youtube.com/watch?v=1tDqeM7z3pY&feature=youtu.be

[3] https://twitter.com/IBMResearch/status/1246121549096202241
[3] https://www.finextra.com/newsarticle/34680/ai-will-not-be-job-killer---ibm-research
[2] https://www.research.ibm.com/artificial-intelligence/project-debater/film/
[2] https://www.ibm.com/blogs/research/2020/04/ai-powered-technologies-accelerate-discovery-covid-19/?social_post=3246588387&linkId=85761031
[2] https://www.linkedin.com/slink?code=eR8fQjy
[2] https://www.straitstimes.com/tech/ibm-nus-tie-up-to-tap-quantum-computing-for-problem-solving?xtor=CS3-18&utm_source=STiPhone&utm_medium=share&utm_term=2020-04-02%209%3A04%3A59
[2] https://uk.reuters.com/video/watch/ai-ship-to-recreate-mayflower-voyage-400-idOVC6F3NMV
[2] http://w.bos.gl/PyPqGKT

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=erqCF8Lalnc

[1] https://www.youtube.com/watch?v=FiXgBBA0wT0&feature=youtu.be

[1] https://www.extremetech.com/extreme/188776-how-l1-and-l2-cpu-caches-work-and-why-theyre-an-essential-part-of-modern-chips
[1] https://mashable.com/article/fbi-pushes-home-workout-app-during-coronavirus-pandemic/
[1] https://emtech.technologyreview.com/emtech-digital-2020/?utm_source=Twitter&utm_medium=tr_social&utm_campaign=emtech_digital_2020.unpaid.acquisition&discount=TWITTER#Echobox=1581014673
[1] https://twitter.com/ShantanuAgraw12/status/1245551114289704960

Top URLs in Tweet in G3:
[5] https://www.wsj.com/articles/researchers-unleash-more-computing-power-against-coronavirus-11585566000
[2] https://twitter.com/IBMResearch/status/1246121549096202241
[2] https://covid-19-mol.mybluemix.net/
[2] https://covid19-mol.mybluemix.net/
[1] https://twitter.com/payel791/status/1246129648154673152
[1] https://ibm.com/COVID19
[1] https://www.youtube.com/watch?v=4PuuziOgSU4&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=7

[1] http://introtodeeplearning.com
[1] https://twitter.com/ibmresearch/status/1246121549096202241
[1] https://medium.com/@iclr_conf/voices-of-iclr2020-announcing-our-keynote-speakers-15c6d8316e67

Top URLs in Tweet in G4:
[18] https://youtu.be/mLPiG3_o5hM?linkId=84245101
[5] https://www.ibm.com/blogs/research/2020/03/enterprise-ai-pipeline/
[4] https://www.ibm.com/blogs/think/2020/03/how-ibm-is-advancing-ai/
[3] https://www.ibm.com/blogs/research/2020/03/women-in-ibm-research-systems/
[3] https://www.research.ibm.com/debater-film?social_post=3192429029&linkId=84120872
[2] https://www.rtinsights.com/ibm-ai-chip-development/
[2] https://backendnews.net/2020/04/03/ibm-offers-ai-powered-qa-computer-system-to-assist-in-covid-19-queries/
[2] https://backendnews.net/2020/03/29/ibm-helps-bring-supercomputers-into-the-global-fight-against-covid-19/
[1] https://newsroom.ibm.com/IBM-helps-bring-supercomputers-into-the-global-fight-against-COVID-19
[1] https://covid19-hpc.mybluemix.net/

Top URLs in Tweet in G5:
[1] https://www.vox.com/2020/3/11/21163262/is-there-a-cure-for-coronavirus
[1] https://twitter.com/IBMResearch/status/1242156768115003397

Top URLs in Tweet in G6:
[16] https://www.cnbc.com/video/2020/03/23/how-ibms-supercomputers-are-working-to-fight-the-coronavirus-pandemic.html
[5] https://twitter.com/stanfordhai/status/1245459531263627270
[5] https://www.techrepublic.com/article/ibm-watson-offers-free-service-to-answer-covid-19-questions/
[4] https://sdtimes.com/softwaredev/ibm-pledges-to-help-fight-covid-19-with-call-for-code-competition-and-compute-power/
[4] https://twitter.com/theladybeck/status/1245476029243617281
[3] https://www.ibm.com/blogs/research/2020/04/ai-powered-technologies-accelerate-discovery-covid-19/
[2] https://www.forbes.com/sites/moorinsights/2020/03/24/ibm-invests-in-ai-hardware/#7e94ac463090
[2] https://www.linkedin.com/slink?code=eWXVaEF
[1] https://twitter.com/IBMResearch/status/1242450599452565504
[1] https://www.elmundo.es/ciencia-y-salud/salud/2020/03/30/5e80e3d6fdddffff7a8b4610.html

Top URLs in Tweet in G7:
[2] http://www.research.ibm.com/haifa/ponderthis/challenges/April2020.html
[1] https://economictimes.indiatimes.com/tech/internet/ibm-offers-watson-assistant-for-citizens-on-virus-queries/articleshow/74947858.cms?utm_source=linkedin_web&utm_medium=social&utm_campaign=socialsharebuttons
[1] http://newsroom.ibm.com/2020-03-11-IBM-Advances-Watsons-Ability-to-Understand-the-Language-of-Business,1?social_post=3191886987&linkId=84087400
[1] http://cellit.in/train-your-employees-to-work-from-home-safely-and-securely-ibm/
[1] https://economictimes.indiatimes.com/tech/internet/ibm-offers-watson-assistant-for-citizens-on-virus-queries/articleshow/74947858.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst
[1] https://www.ibm.com/blogs/research/2020/03/women-in-ibm-research-hybrid-cloud/
[1] https://www.informationweek.com/big-data/supercomputers-recruited-to-work-on-covid-19-research/d/d-id/1337416
[1] https://twitter.com/pankajjha_/status/1243523195740639235
[1] https://twitter.com/IBM/status/1242524744618033153
[1] https://www.ibm.com/blogs/research/2020/03/enterprise-ai-pipeline/?social_post=3190866276&linkId=84082882

Top URLs in Tweet in G8:
[1] https://twitter.com/lizgoodale/status/1245498886275444738
[1] https://store.law.com/Registration/Login.aspx?mode=silent&source=https%3A%2F%2Fwww.law.com%2Fdailybusinessreview%2F2020%2F03%2F04%2Frelatives-neighbor-of-ny-attorney-who-visited-miami-carrying-coronavirus%2F%3Fslreturn%3D20200303012808
[1] https://www.cnet.com/news/fever-tracking-smart-thermometers-may-trace-the-spread-of-covid-19/
[1] http://nextstrain.org
[1] https://www.nytimes.com/2020/03/01/nyregion/new-york-coronvirus-confirmed.html
[1] https://twitter.com/alysson/status/1241961211115298816?s=21

Top URLs in Tweet in G9:
[19] https://www.forbes.com/sites/nicholasfearn/2019/09/10/big-data-can-reveal-why-cancer-therapies-fail/
[2] https://www.linkedin.com/slink?code=ehNEE8B
[1] https://www.linkedin.com/slink?code=dtCg-jv
[1] https://www.linkedin.com/slink?code=dRwcAHE
[1] https://www.forbes.com/sites/moorinsights/2020/03/24/ibm-invests-in-ai-hardware/?subId3=xid:fr1585148030860cij

Top Domains
Top Domains in Tweet in Entire Graph:
[67] ibm.com
[49] twitter.com
[24] forbes.com
[18] youtu.be
[18] cnbc.com
[17] linkedin.com
[14] youtube.com
[8] ac.uk
[7] mybluemix.net
[6] wsj.com

Top Domains in Tweet in G1:
[24] ibm.com
[13] twitter.com
[5] stwb.co
[4] youtube.com
[3] arxiv.org
[3] trustinsights.news
[3] finextra.com
[2] linkedin.com
[2] straitstimes.com
[2] reuters.com

Top Domains in Tweet in G2:
[3] youtube.com
[1] extremetech.com
[1] mashable.com
[1] technologyreview.com
[1] twitter.com

Top Domains in Tweet in G3:
[5] wsj.com
[5] twitter.com
[4] mybluemix.net
[1] ibm.com
[1] youtube.com
[1] introtodeeplearning.com
[1] medium.com
[1] higgs.ch

Top Domains in Tweet in G4:
[21] ibm.com
[18] youtu.be
[4] backendnews.net
[3] twitter.com
[2] rtinsights.com
[1] mybluemix.net
[1] forbes.com
[1] acl2020.org
[1] linkedin.com
[1] typeform.com

Top Domains in Tweet in G5:
[1] vox.com
[1] twitter.com

Top Domains in Tweet in G6:
[16] cnbc.com
[14] twitter.com
[7] ibm.com
[5] techrepublic.com
[5] linkedin.com
[4] sdtimes.com
[2] forbes.com
[2] youtube.com
[2] collegereporters.com
[1] elmundo.es

Top Domains in Tweet in G7:
[6] ibm.com
[2] indiatimes.com
[2] twitter.com
[1] cellit.in
[1] informationweek.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] law.com
[1] cnet.com
[1] nextstrain.org
[1] nytimes.com

Top Domains in Tweet in G9:
[20] forbes.com
[4] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[510] ibmquantum
[506] ibmq
[505] mathematics
[505] science
[505] stem
[505] physics
[505] math
[415] cybersecurity
[415] infosec
[379] ibm



Top Hashtags in Tweet in G1:
[53] covid19
[36] ai
[27] newyork
[13] human
[12] live
[11] ibm
[7] icymi
[6] coronavirus
[6] ibmresearch
[6] covid_19

Top Hashtags in Tweet in G2:
[2] taostar
[1] sh4
[1] exclusive
[1] inclusive
[1] religion
[1] periodicals
[1] referancematerials
[1] 1pc
[1] rezoning
[1] negativex

Top Hashtags in Tweet in G3:
[47] ai
[7] covid19
[5] proudibmer
[2] künstlicheintelligenz
[2] schlüsseltechnologien
[1] congrats
[1] neurosymbolicai
[1] covid
[1] ibm
[1] vis

Top Hashtags in Tweet in G4:
[506] ibmquantum
[505] mathematics
[505] science
[505] stem
[505] physics
[505] ibmq
[505] math
[415] cybersecurity
[415] infosec
[334] ibm

Top Hashtags in Tweet in G5:
[5] covid2019
[4] chinesevirus19
[4] chinaliedpeopledied
[2] chinisevirus
[2] whocansave_the_world
[2] covid19
[2] covid19outbreak
[2] coronafighters
[2] china
[1] machinelearning

Top Hashtags in Tweet in G6:
[26] ibm
[22] coronavirus
[21] covid19
[15] ibmresearch
[12] ai
[7] covid_19
[5] compute
[3] tech
[3] stanford
[3] hai

Top Hashtags in Tweet in G7:
[4] ai
[2] april
[2] challenge
[2] home
[2] orms
[2] covidー19
[1] proudibmer
[1] covidresponse
[1] covid_19
[1] indiafightcorona

Top Hashtags in Tweet in G9:
[21] bigdata
[20] ai
[4] ibmresearch
[3] ibm
[2] encryption
[1] covid19
[1] techforgood
[1] womenintech
[1] machinelearning
[1] artificialintelligence

Top Hashtags in Tweet in G10:
[1] psoriasis

Top Words
Top Words in Tweet in Entire Graph:
[662] Words in Sentiment List#1: Positive
[206] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[29301] Non-categorized Words
[30169] Total Words
[663] ibmresearch
[522] scientists
[510] #ibmquantum
[506] #ibmq
[505] #mathematics

Top Words in Tweet in G1:
[251] ibmresearch
[106] ibm
[70] research
[53] #covid19
[46] covid
[46] 19
[45] accelerate
[44] part
[44] ai
[44] discovery

Top Words in Tweet in G2:
[20] ibmresearch
[13] cerny
[12] fbi
[12] arcyber
[11] god
[11] linusgsebastian
[11] techreview
[11] whnsc
[11] intelai
[11] hitachiglobal

Top Words in Tweet in G3:
[80] more
[73] ibmresearch
[70] proud
[61] datapriestess
[54] molecules
[47] #ai
[39] team
[38] hopeful
[38] today
[38] together

Top Words in Tweet in G4:
[506] #ibmquantum
[505] #mathematics
[505] #science
[505] #stem
[505] #physics
[505] #ibmq
[505] #math
[505] scientists
[505] driving
[450] thomas_harrer

Top Words in Tweet in G5:
[25] ibmresearch
[10] dap
[9] realdonaldtrump
[8] quantum
[7] google
[7] request
[7] computing
[7] system
[6] please
[5] lol

Top Words in Tweet in G6:
[60] ibmresearch
[32] ibm
[30] fight
[25] dariogila
[22] working
[22] #coronavirus
[21] #covid19
[20] supercomputers
[16] pandemic
[16] cnbc

Top Words in Tweet in G7:
[37] ibmresearch
[28] ibmwatson
[21] citizens
[20] assistant
[19] team
[19] india
[19] we've
[18] sandippatel_in
[18] proud
[18] launchd

Top Words in Tweet in G8:
[47] lizgoodale
[43] ibmresearch
[41] aslavitt
[28] analytic
[28] pandemic
[28] modeling
[21] never
[21] forget
[21] 12
[21] years

Top Words in Tweet in G9:
[21] #bigdata
[20] forbes
[20] #ai
[19] reveal
[19] cancer
[19] therapies
[19] fail
[19] nicholasgfearn
[19] go
[18] ronald_vanloon

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[505] #mathematics,#science
[505] #science,#stem
[505] #stem,#physics
[505] #physics,#ibmq
[505] #ibmq,#ibmquantum
[505] #math,scientists
[505] scientists,driving
[415] #ibmquantum,#cybersecurity
[415] #cybersecurity,#infosec
[392] thomas_harrer,#mathematics

Top Word Pairs in Tweet in G1:
[70] ibmresearch,ibm
[53] ibm,research
[46] covid,19
[43] accelerate,discovery
[42] research,sharing
[42] sharing,resources
[42] resources,accelerate
[42] discovery,novel
[42] novel,drugs
[42] drugs,treat

Top Word Pairs in Tweet in G2:
[9] austinnotduncan,fbi
[9] fbi,leodicaprio
[9] leodicaprio,googledrive
[9] googledrive,arcyber
[9] arcyber,amd
[9] amd,cerny
[9] cerny,amdgaming
[9] amdgaming,gibiz
[9] gibiz,kenyoshidaceo
[9] kenyoshidaceo,sony_ceo

Top Word Pairs in Tweet in G3:
[38] more,proud
[38] proud,more
[38] more,hopeful
[38] hopeful,today
[38] today,team
[38] team,ibmresearch
[38] ibmresearch,together
[38] together,little
[38] little,piece
[38] piece,#ai

Top Word Pairs in Tweet in G4:
[505] #mathematics,#science
[505] #science,#stem
[505] #stem,#physics
[505] #physics,#ibmq
[505] #ibmq,#ibmquantum
[505] #math,scientists
[505] scientists,driving
[415] #ibmquantum,#cybersecurity
[415] #cybersecurity,#infosec
[392] thomas_harrer,#mathematics

Top Word Pairs in Tweet in G5:
[7] dap,dap
[7] quantum,computing
[7] computing,system
[4] simonlporter,theibmmspteam
[3] ibmdeveloper,ibmresearch
[3] please,help
[3] help,world
[2] nhsx,dap
[2] hand,over
[2] theibmmspteam,ibmresearch

Top Word Pairs in Tweet in G6:
[16] supercomputers,working
[16] working,fight
[16] fight,#coronavirus
[16] #coronavirus,pandemic
[16] pandemic,cnbc
[14] #ibm's,supercomputers
[14] cnbc,dariogila
[13] decollanz,#ibm's
[13] dariogila,ibmresea
[12] fight,#covid19

Top Word Pairs in Tweet in G7:
[20] ibmwatson,assistant
[20] assistant,citizens
[18] proud,ibmresearch
[18] ibmresearch,team
[18] team,india
[18] india,we've
[18] we've,launchd
[18] launchd,ibmwatson
[18] citizens,trained
[18] trained,answer

Top Word Pairs in Tweet in G8:
[40] lizgoodale,aslavitt
[28] analytic,pandemic
[28] pandemic,modeling
[21] aslavitt,never
[21] never,forget
[21] forget,12
[21] 12,years
[21] years,ago
[21] ago,attending
[21] attending,briefing

Top Word Pairs in Tweet in G9:
[19] #bigdata,reveal
[19] reveal,cancer
[19] cancer,therapies
[19] therapies,fail
[19] fail,nicholasgfearn
[19] nicholasgfearn,forbes
[19] forbes,go
[19] go,#ai
[18] ronald_vanloon,#bigdata
[18] #ai,#machineâ

Top Replied-To
Top Replied-To in Entire Graph:
@ibmresearch
@austinnotduncan
@ibm
@alejomonbar
@pywirrarika
@813jaferd
@jaygambetta
@rachelellenani
@chrispsciacca
@michaelsternnyc

Top Replied-To in G1:
@ibmresearch
@alejomonbar
@pywirrarika
@jaygambetta
@chrispsciacca
@reuters
@amandamcarl
@gmella2010
@naysayr
@stevain

Top Replied-To in G2:
@austinnotduncan
@rachelellenani
@bartconner
@realdonaldtrump
@theleadcnn

Top Replied-To in G3:
@datapriestess
@jmgarcia82
@thomas_harrer
@fuckjasonw

Top Replied-To in G4:
@ibm
@ibmresearch
@nov_566
@gb_ruleofgame

Top Replied-To in G5:
@matthancock
@who
@apple
@simonlporter
@ageuklondon
@ibmresearch
@callforcode
@nhsenglandldn
@sundarpichai
@jeffreyguterman

Top Replied-To in G6:
@ibmresearch
@yunyao_li
@chengkai_li
@inhichosuh
@theladybeck
@kyle_l_wiggers
@dariogila
@ekganda

Top Replied-To in G7:
@sandippatel_in
@ibmsecurity
@imrankhanpti
@ibmsystems
@ibmnews
@amiainformatics
@ibm

Top Replied-To in G8:
@813jaferd
@lizgoodale
@michaelsternnyc
@brynn_h
@geecheeinjersey
@aslavitt

Top Replied-To in G9:
@ibmresearch

Top Mentioned
Top Mentioned in Entire Graph:
@ibmresearch
@thomas_harrer
@ibm
@myphdresearch
@captechu
@topcybernews
@datapriestess
@ibmwatson
@aslavitt

Top Mentioned in G1:
@ibmresearch
@cphdox
@qiskit
@noamslonim
@reuters
@aperto
@ibm
@kristimbond
@chrispsciacca

Top Mentioned in G2:
@ibmresearch
@cerny
@fbi
@arcyber
@techreview
@hitachiglobal
@linusgsebastian
@googledrive
@whnsc
@intelai

Top Mentioned in G3:
@ibmresearch
@datapriestess
@hen_str
@iclr_conf
@krvarshney
@jagunnels
@jmgarcia82
@micheledolfi
@payel791
@ibm

Top Mentioned in G4:
@thomas_harrer
@ibm
@myphdresearch
@captechu
@topcybernews
@ibmresearch
@themegatrends
@ibmwatson
@karlfreund

Top Mentioned in G5:
@ibmresearch
@google
@realdonaldtrump
@who
@un
@nhsx
@ibmdeveloper
@theibmmspteam
@microsoft
@ginnirometty

Top Mentioned in G6:
@ibmresearch
@dariogila
@ibm
@cnbc
@decollanz
@theladybeck
@crblake
@ibmwatson
@ibmsystems

Top Mentioned in G7:
@ibmresearch
@ibmwatson
@sandippatel_in
@ibm
@ibmnews
@ibmdata
@ibm_in
@ibmwatsonmedia
@ibmiot
@ibmcloud

Top Mentioned in G8:
@ibmresearch
@aslavitt
@lizgoodale
@geecheeinjersey
@813jaferd

Top Mentioned in G9:
@forbes
@nicholasgfearn
@ronald_vanloon
@aaairom
@ibmresearch
@demishassabis
@goodfellow_ian

Top Mentioned in G10:
@ibmresearch
@ibmindiajobs
@microsoftindia
@sapindia
@mphasis
@cyient
@roltatech
@timesofindia
@the_hindu
@httweets

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@robre62
@applesupport
@askplaystation
@chidambara09
@evankirstel
@britpoptarts
@cybersec_feeds
@ndtv
@httweets

Top Tweeters in G1:
@reuters
@bostonglobe
@chickapea60
@tmmmarshall
@supplychainsn
@dnaed_tech
@heyokamuse
@nebumax
@deepindex
@graemeknows

Top Tweeters in G2:
@askplaystation
@mashable
@office
@madebygoogle
@president
@heritage
@dick_nixon
@techreview
@pcgamer
@sonysportsindia

Top Tweeters in G3:
@hardknoxfirst
@newslinksnet
@hiaruronsan_x
@gdprai
@thebertmcgill
@yamagatm3
@anantasak
@miskaknapek
@vjk2005
@johnchum4

Top Tweeters in G4:
@sectest9
@cybersec_feeds
@calcaware
@websecurityit
@cybersecurityn8
@newsneus
@topcybernews
@jesirok
@scoshield
@therab

Top Tweeters in G5:
@business
@simonlporter
@xbox
@jeffreyguterman
@google
@yahoo
@theibmmspteam
@un
@axios
@nasa

Top Tweeters in G6:
@robre62
@cnbc
@vivmilano
@wsj
@cnet
@slackhq
@techrepublic
@weatherchannel
@ibmdeveloper
@sdtimes

Top Tweeters in G7:
@minkpinkustink
@ibmdata
@ibmcloud
@awscloud
@ibmwatsonmedia
@ibmdevops
@ibmsecurity
@pmoindia
@goi_meity
@k2weets

Top Tweeters in G8:
@britpoptarts
@jjj5819
@caroljdavy
@pghdrew
@finafyr
@alysson
@alybraly
@a_bryenton
@theactualcathal
@geecheeinjersey

Top Tweeters in G9:
@chidambara09
@andrewmorrisuk
@forbes
@ene3112
@thecuriousluke
@hubofml
@nvsdata
@ronald_vanloon
@domsden1
@max_lyashko

Top Tweeters in G10:
@ndtv
@httweets
@timesofindia
@timesnow
@thequint
@the_hindu
@deccanherald
@abpnewstv
@bloombergquint
@ndtvprofit