ibmresearch, Twitter, 1/8/2020 1:29:25 PM, 219880


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ibmresearch_2020-01-07_17-17-23.xlsx
ibmresearch_2020-01-07_17-17-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 08, 2020
Short Description:
ibmresearch via NodeXL http://bit.ly/302esMt
@ibmresearch
@0zyx
@ibm
@thomas_harrer
@buyckruben
@abhishek4273
@maduraimi
@leapfans
@albertogaruccio
@vihardabest

Top hashtags:
#ai
#ibm
#ces2020
#ibmquantum
#quantum
#ibmresearch
#blockchain
#quantumcomputing
#ciso

Description:
Description
The graph represents a network of 1,376 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 Wednesday, 08 January 2020 at 01:18 UTC.

The requested start date was Wednesday, 08 January 2020 at 01:01 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, 7-hour, 10-minute period from Wednesday, 25 December 2019 at 06:15 UTC to Tuesday, 07 January 2020 at 13:25 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 : 1376
Unique Edges : 2211
Edges With Duplicates : 2029
Total Edges : 4240
Number of Edge Types : 4
Mentions : 2410
MentionsInRetweet : 1626
Tweet : 92
Replies to : 112
Self-Loops : 92
Reciprocated Vertex Pair Ratio : 0.0252721617418351
Reciprocated Edge Ratio : 0.0492984452028821
Connected Components : 57
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 1301
Maximum Edges in a Connected Component : 4143
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.147301
Graph Density : 0.00139376321353066
Modularity : 0.478885
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,376 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 Wednesday, 08 January 2020 at 01:18 UTC.

The requested start date was Wednesday, 08 January 2020 at 01:01 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, 7-hour, 10-minute period from Wednesday, 25 December 2019 at 06:15 UTC to Tuesday, 07 January 2020 at 13:25 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:
[59] https://www.axios.com/analog-ai-computing-fcb49e0a-1063-4578-801b-0e6e3e4a96b7.html?linkId=79718525
[48] https://www.ibm.com/blogs/research/2019/12/2020-ai-predictions/
[24] https://espaciobit.com.ve/main/2019/02/14/blockchain-como-futuro-para-la-humanidad/
[16] http://www.theinformatica.com/quantum-computing-a-glimpse/
[10] https://link.medium.com/A3x6RygIx2
[10] http://www.digitaljournal.com/tech-and-science/technology/ibm-research-breakthroughs-nanosheet-to-phase-change-memory/article/564316
[8] https://medium.com/@IBMResearch/take-the-whisky-test-how-ibm-tech-can-help-root-out-fake-scotch-b4e020a58484
[7] https://www.ibm.com/blogs/research/2019/12/2020-ai-predictions/?social_post=2967392348&linkId=79360169
[5] https://medium.com/@IBMResearch/quantum-computing-gains-a-first-foothold-in-investment-banking-2806b280b8f
[5] https://www.ibm.com/blogs/research/2019/12/free-of-heavy-metals-new-battery-design-could-alleviate-environmental-concerns/?social_post=2961058835&linkId=79281052

Top URLs in Tweet in G1:
[37] https://www.ibm.com/blogs/research/2019/12/2020-ai-predictions/
[10] https://link.medium.com/A3x6RygIx2
[3] https://www.ibm.com/blogs/research/2019/12/heavy-metal-free-battery/?social_post=3014194989&linkId=80023576
[3] https://insidehpc.com/2019/12/ibm-research-ai-predictions-for-2020/
[3] https://twitter.com/IBMResearch/status/1209467517166592001
[2] https://www.ibm.com/blogs/research/2019/10/ibm-brings-ai-retrosynthetic-analysis-to-the-cloud/?linkId=75786210
[2] https://www.ibm.com/blogs/research/2019/12/free-of-heavy-metals-new-battery-design-could-alleviate-environmental-concerns/?social_post=2961058835&linkId=79281052
[2] https://medium.com/@IBMResearch/take-the-whisky-test-how-ibm-tech-can-help-root-out-fake-scotch-b4e020a58484
[2] https://www.technologyreview.com/f/614346/ibms-new-53-qubit-quantum-computer-is-the-most-powerful-machine-you-can-use/?linkId=73929642
[2] https://medium.com/@IBMResearch/take-the-whisky-test-how-ibm-tech-can-help-root-out-fake-scotch-b4e020a58484?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn

Top URLs in Tweet in G2:
[1] https://venturebeat.com/2020/01/02/top-minds-in-machine-learning-predict-where-ai-is-going-in-2020/
[1] https://www.youtube.com/watch?v=aQud2QUdRYk&lc=UgyVjOiIyAhtpEKHiDt4AaABAg

[1] https://www.youtube.com/watch?v=6yiAGp5hrZ8&feature=youtu.be

[1] https://www.putnamcountytaxcollector.com/
[1] https://www.ibm.com/blogs/research/2019/12/2020-ai-predictions/
[1] https://twitter.com/Hawktweetr/status/1211931114446524416

Top URLs in Tweet in G3:
[57] https://www.axios.com/analog-ai-computing-fcb49e0a-1063-4578-801b-0e6e3e4a96b7.html?linkId=79718525
[9] http://www.digitaljournal.com/tech-and-science/technology/ibm-research-breakthroughs-nanosheet-to-phase-change-memory/article/564316
[3] https://www.ces.tech/conference/29469/636569.aspx?linkId=80156349
[3] https://www.ibm.com/blogs/research/2019/12/free-of-heavy-metals-new-battery-design-could-alleviate-environmental-concerns/?social_post=2961058835&linkId=79281052
[3] https://www.ibm.com/blogs/research/2019/12/2020-ai-predictions/
[1] https://twitter.com/ibm/status/1213119690320596992
[1] https://www.zurich.ibm.com/greatminds/?linkId=76634260
[1] https://www.bloomberg.com/news/videos/2019-11-30/ibm-computer-stars-in-cambridge-debate-video?linkId=78151287
[1] https://twitter.com/IBMResearch/status/1202220062322679808/video/1
[1] https://medium.com/@IBMResearch/artificial-intelligence-drones-and-sensors-set-to-save-our-crumbling-infrastructure-c4152a27d78f

Top URLs in Tweet in G4:
[7] https://www.ibm.com/blogs/research/2019/12/2020-ai-predictions/?social_post=2967392348&linkId=79360169
[5] https://www.ibm.com/blogs/research/2019/12/2020-ai-predictions/
[2] https://dy.si/1VsG5V2
[2] https://medium.com/@IBMResearch/take-the-whisky-test-how-ibm-tech-can-help-root-out-fake-scotch-b4e020a58484
[2] http://www.research.ibm.com/haifa/ponderthis/
[1] https://www.nytimes.com/2019/12/06/technology/what-is-quantum-computer.html
[1] https://www.lesechos.fr/idees-debats/sciences-prospective/le-calcul-quantique-a-laube-dune-revolution-1157019
[1] https://www.axios.com/analog-ai-computing-fcb49e0a-1063-4578-801b-0e6e3e4a96b7.html?linkId=79718525
[1] https://dy.si/76Pde
[1] https://link.medium.com/WoJxuEgcJ2

Top URLs in Tweet in G5:
[1] https://march.aps.org/program/tutorial-noisy-quantum-devices/
[1] https://twitter.com/qmisanz/status/1214215234006724612
[1] https://twitter.com/qutis3/status/1211978532735344641
[1] https://medium.com/@IBMResearch/quantum-computing-gains-a-first-foothold-in-investment-banking-2806b280b8f
[1] https://www.youtube.com/watch?v=yuDxHJOKsVA&feature=youtu.be

[1] https://education.lego.com/en-us/support/mindstorms-ev3/python-for-ev3
[1] https://www.youtube.com/watch?v=cp2jR5Fs20A

[1] https://www.youtube.com/watch?v=ja2EuuUGlio

[1] https://www.youtube.com/watch?v=gdUBSqLGDl8

[1] https://www.youtube.com/watch?v=zSYX7pcgxeg


Top URLs in Tweet in G6:
[16] http://www.theinformatica.com/quantum-computing-a-glimpse/
[2] http://www.alphr.com/the-future/1001614/are-ai-and-deep-learning-the-future-of-well-everything

Top URLs in Tweet in G7:
[2] https://insideevs.com/news/390041/tesla-new-battery-chemistry-patent/amp/
[2] https://www.ibm.com/blogs/research/2019/12/heavy-metal-free-battery/
[1] https://www.newswise.com/doescience/?article_id=724255&returnurl=aHR0cHM6Ly93d3cubmV3c3dpc2UuY29tL2FydGljbGVzL2xpc3Q%3D#.XhIVweHhmF4.twitter
[1] https://electrek.co/2019/12/26/tesla-patents-battery-chemistry-cheaper/

Top URLs in Tweet in G8:
[4] https://medium.com/@IBMResearch/take-the-whisky-test-how-ibm-tech-can-help-root-out-fake-scotch-b4e020a58484
[2] https://twitter.com/IBMResearch/status/1211679001934258176
[2] https://twitter.com/ibmresearch/status/1206935981401812992
[1] https://twitter.com/IBMResearch/status/1209467517166592001
[1] https://twitter.com/ibmresearch/status/1209467517166592001
[1] https://www.linkedin.com/slink?code=eZzXWKf
[1] https://japanese.engadget.com/2019/12/19/ibm-ev/
[1] https://www.linkedin.com/slink?code=fmUNzZ7
[1] https://dy.si/d9tjA
[1] https://twitter.com/IBMResearch/status/1082656714661548033?s=19

Top URLs in Tweet in G9:
[1] https://twitter.com/ClimateChangeAI/status/1212913708764139522

Top URLs in Tweet in G10:
[1] https://www.meetup.com/Game-Developers/events/267574509/

Top Domains
Top Domains in Tweet in Entire Graph:
[87] ibm.com
[59] axios.com
[46] twitter.com
[46] linkedin.com
[30] medium.com
[24] com.ve
[16] theinformatica.com
[10] digitaljournal.com
[10] youtube.com
[7] dy.si

Top Domains in Tweet in G1:
[57] ibm.com
[20] twitter.com
[18] medium.com
[7] linkedin.com
[6] insidehpc.com
[2] ibm.biz
[2] technologyreview.com
[2] venturebeat.com
[2] sched.com
[2] wikipedia.org

Top Domains in Tweet in G2:
[2] youtube.com
[1] venturebeat.com
[1] putnamcountytaxcollector.com
[1] ibm.com
[1] twitter.com

Top Domains in Tweet in G3:
[57] axios.com
[9] digitaljournal.com
[7] ibm.com
[3] ces.tech
[3] twitter.com
[1] bloomberg.com
[1] medium.com
[1] dy.si
[1] alphr.com

Top Domains in Tweet in G4:
[15] ibm.com
[5] dy.si
[4] medium.com
[4] twitter.com
[1] nytimes.com
[1] lesechos.fr
[1] axios.com
[1] digitaljournal.com
[1] hubbucket.xyz
[1] sfchronicle.com

Top Domains in Tweet in G5:
[7] youtube.com
[2] twitter.com
[1] aps.org
[1] medium.com
[1] lego.com

Top Domains in Tweet in G6:
[16] theinformatica.com
[2] alphr.com

Top Domains in Tweet in G7:
[2] insideevs.com
[2] ibm.com
[1] newswise.com
[1] electrek.co

Top Domains in Tweet in G8:
[35] linkedin.com
[9] twitter.com
[5] medium.com
[1] engadget.com
[1] dy.si
[1] dezeen.com

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

Top Domains in Tweet in G10:
[1] meetup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[184] ai
[65] ibm
[56] ces2020
[48] ibmquantum
[42] quantum
[40] ibmresearch
[29] blockchain
[28] quantumcomputing
[26] ciso
[24] criptomonedas



Top Hashtags in Tweet in G1:
[58] ai
[12] quantum
[7] ibm
[6] ces2020
[5] ibmq
[5] nanotecnología
[4] quantumcomputing
[3] mitibm
[3] neurips2019
[3] think2019

Top Hashtags in Tweet in G2:
[2] ai
[1] machinelearning
[1] brains96allliances
[1] 1corinthians3
[1] fishkill
[1] j1
[1] pixelbook
[1] al13_platter
[1] byebye
[1] manville

Top Hashtags in Tweet in G3:
[76] ai
[28] ibm
[26] ciso
[15] quantum
[14] ces2020
[14] tech
[13] proudibmer
[12] ibmquantum
[12] ibmer
[12] holidayseason

Top Hashtags in Tweet in G4:
[35] ibmquantum
[35] ces2020
[17] ai
[7] quantum
[7] ibmresearch
[5] ibmq
[5] gcande
[3] healthcare
[3] scientific
[3] research

Top Hashtags in Tweet in G5:
[6] quantum
[4] quantumcomputing
[4] quantumcomputer
[3] apsmarch
[3] lego
[1] nisq
[1] ibmq
[1] investment
[1] investors
[1] investments

Top Hashtags in Tweet in G6:
[18] ai
[16] quantumcomputing
[3] machinelearning
[3] deeplearning
[2] future
[2] tech
[2] artificialintelligence
[2] technology
[1] crypto
[1] cybersecurity

Top Hashtags in Tweet in G7:
[1] queens
[1] ux
[1] ia
[1] electricvehicle

Top Hashtags in Tweet in G8:
[21] ibm
[10] ibmresearch
[4] ai
[3] ibmq
[2] sidus
[2] ibmmy
[2] whisky
[1] メルセデス・ベンツ
[1] セントラル硝子
[1] ev

Top Hashtags in Tweet in G9:
[8] ml
[8] digitaltransformation
[7] artificialintelligence
[7] deeplearning
[6] bigdata
[5] python
[5] ai
[5] machinelearning
[3] javascript
[3] datascientist

Top Hashtags in Tweet in G10:
[1] raidmagicleaphq
[1] gamedev
[1] unity3d
[1] indiedev
[1] makers

Top Words
Top Words in Tweet in Entire Graph:
[583] Words in Sentiment List#1: Positive
[292] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[20583] Non-categorized Words
[21458] Total Words
[690] ibmresearch
[328] ibm
[184] #ai
[128] heavy
[127] metals

Top Words in Tweet in G1:
[342] ibmresearch
[198] ibm
[99] heavy
[98] metals
[88] discovered
[88] batteries
[87] made
[87] environmental
[84] poses
[84] humanitarian

Top Words in Tweet in G2:
[21] ibmresearch
[18] ibmwatson
[13] cia
[12] james_strieb
[12] realdonaldtrump
[12] playstation
[12] billgates
[11] okaygoogle
[11] heygoogle
[11] dannykaye

Top Words in Tweet in G3:
[104] ibmresearch
[76] #ai
[59] axios
[58] analog
[57] decades
[57] old
[57] ideas
[57] buoy
[57] modern
[54] cc

Top Words in Tweet in G4:
[85] ibmresearch
[49] quantum
[47] dariogila
[36] experts
[35] enter
[35] decade
[35] #ibmquantum's
[35] exxonmobil
[35] daimler
[35] #ces2020

Top Words in Tweet in G5:
[39] ibmresearch
[20] ibm
[16] qiskit
[15] quantum
[14] microsoft
[14] nasa
[12] decodoku
[12] scalibbdp
[12] samsung
[12] amd

Top Words in Tweet in G6:
[20] ibmresearch
[18] ipfconline1
[18] #ai
[16] #quantumcomputing
[16] glimpse
[16] informaticathe
[16] infographic
[16] carldetorres
[15] #m
[3] #machinelearning

Top Words in Tweet in G7:
[9] ibmresearch
[7] battery
[6] tesla
[5] baterías
[3] cmpd
[3] applesupport
[3] destin
[3] design
[2] billgates
[2] reidhoffman

Top Words in Tweet in G8:
[28] whisky
[28] scotch
[27] fake
[21] #ibm
[17] detect
[15] research
[15] invented
[15] technology
[14] ibm
[14] smart

Top Words in Tweet in G9:
[13] ibmresearch
[9] ibmdeveloper
[8] busy
[8] #ml
[8] #digitaltransformation
[7] #artificialintelligence
[7] #deeplearning
[6] health_it
[6] msftresearch
[6] #bigdata

Top Words in Tweet in G10:
[10] vishnuganti
[10] unity3d
[10] danmillerdev
[10] magicleap
[10] fauscience
[10] tedxbocaraton
[10] researchparkfau
[10] faupresident
[10] faunewsdesk
[9] pravvy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[126] heavy,metals
[95] batteries,made
[95] made,heavy
[95] metals,poses
[95] poses,environmental
[95] environmental,humanitarian
[95] humanitarian,risks
[95] risks,ibmresearch
[93] ibmresearch,discovered
[89] ibm,batteries

Top Word Pairs in Tweet in G1:
[97] heavy,metals
[84] batteries,made
[84] made,heavy
[84] metals,poses
[84] poses,environmental
[84] environmental,humanitarian
[84] humanitarian,risks
[84] risks,ibmresearch
[82] ibmresearch,discovered
[79] ibm,batteries

Top Word Pairs in Tweet in G2:
[16] ibmwatson,ibmresearch
[11] james_strieb,okaygoogle
[11] okaygoogle,heygoogle
[11] heygoogle,realdonaldtrump
[11] realdonaldtrump,dannykaye
[11] dannykaye,conanobrien
[11] conanobrien,cia
[11] cia,openzfsonlinux
[11] openzfsonlinux,openzfsonwindow
[11] openzfsonwindow,openzfsonosx

Top Word Pairs in Tweet in G3:
[59] axios,ibmresearch
[57] decades,old
[57] old,analog
[57] analog,ideas
[57] ideas,buoy
[57] buoy,modern
[57] modern,#ai
[57] #ai,axios
[38] cc,pierrepinna
[29] ibmresearch,cc

Top Word Pairs in Tweet in G4:
[35] decade,#ibmquantum's
[35] #ibmquantum's,dariogila
[35] dariogila,experts
[35] experts,exxonmobil
[35] exxonmobil,daimler
[35] daimler,#ces2020
[35] #ces2020,live
[31] ibmresearch,enter
[31] enter,quantum
[31] quantum,decade

Top Word Pairs in Tweet in G5:
[12] scalibbdp,samsung
[12] samsung,amd
[12] amd,arm
[12] arm,qualcomm
[12] qualcomm,dell
[12] dell,nvidia
[12] nvidia,intel
[12] intel,asus
[12] asus,microsoft
[12] microsoft,ibm

Top Word Pairs in Tweet in G6:
[16] #quantumcomputing,glimpse
[16] glimpse,informaticathe
[16] informaticathe,infographic
[16] infographic,carldetorres
[16] carldetorres,ibmresearch
[16] ibmresearch,#ai
[15] ipfconline1,#quantumcomputing
[15] #ai,#m
[2] ibmresearch,ipfconline1
[2] ipfconline1,deeplearn007

Top Word Pairs in Tweet in G7:
[3] applesupport,ibmresearch
[2] billgates,reidhoffman
[2] reidhoffman,electrekco
[2] electrekco,fredericlambert
[2] fredericlambert,gatesfoundation
[2] gatesfoundation,siliconvalleycf
[2] siliconvalleycf,jeffbezos
[2] jeffbezos,warrenbuffett
[2] cmpd,applesupport
[2] tesla,files

Top Word Pairs in Tweet in G8:
[26] fake,scotch
[15] #ibm,research
[15] research,invented
[15] invented,technology
[15] technology,detect
[14] detect,fake
[14] scotch,whisky
[14] smart,phone
[13] tasty,story
[13] read,#ibm

Top Word Pairs in Tweet in G9:
[8] #ml,#digitaltransformation
[7] #digitaltransformation,#artificialintelligence
[7] #artificialintelligence,#deeplearning
[6] #deeplearning,#bigdata
[4] ibmresearch,ibmdesign
[4] ibmdesign,ibmdeveloper
[4] ibmdeveloper,#ml
[4] ibmresearch,health_it
[4] digitalmatrix2,ibmresearch
[3] #ai,#javascript

Top Word Pairs in Tweet in G10:
[10] vishnuganti,unity3d
[10] unity3d,danmillerdev
[10] danmillerdev,magicleap
[10] magicleap,fauscience
[10] fauscience,tedxbocaraton
[10] tedxbocaraton,researchparkfau
[10] researchparkfau,faupresident
[10] faupresident,faunewsdesk
[8] pravvy,vishnuganti
[7] faunewsdesk,jenniferâ

Top Replied-To
Top Replied-To in Entire Graph:
@ibmresearch
@james_strieb
@topcybernews
@ibm
@scalibbdp
@agent_anakin
@msmelchen
@thomas_harrer
@lifeoftomi
@cmpd

Top Replied-To in G1:
@ibmresearch
@ibm
@dotcsv
@santigarciacc
@garyrwilson
@tourdemancbloke
@quinnypig
@engadget

Top Replied-To in G2:
@james_strieb
@msmelchen
@betsydevosed
@reblawrence12
@ibmresearch

Top Replied-To in G3:
@topcybernews
@thomas_harrer
@themegatrends
@editorcorner

Top Replied-To in G4:
@ibmresearch

Top Replied-To in G5:
@scalibbdp
@agent_anakin
@lifeoftomi
@decodoku
@sentdex
@ikamalhaasan
@ibmresearch
@lizdurst
@olivercameron
@dwavesys

Top Replied-To in G6:
@ibmresearch

Top Replied-To in G7:
@cmpd
@jchidalgo
@billgates

Top Replied-To in G9:
@ibmresearch
@msftresearch

Top Replied-To in G10:
@pravvy
@vishnuganti

Top Mentioned
Top Mentioned in Entire Graph:
@ibmresearch
@ibm
@dariogila
@axios
@exxonmobil
@daimler
@thomas_harrer
@pierrepinna
@stephanenappo
@spirosmargaris

Top Mentioned in G1:
@ibmresearch
@ibm
@mgh_ri
@ibm_es
@broadinstitute
@santigarciacc
@scitech_cat
@ibm_in
@turiciencia
@redhat

Top Mentioned in G2:
@ibmresearch
@ibmwatson
@cia
@okaygoogle
@heygoogle
@realdonaldtrump
@dannykaye
@conanobrien
@openzfsonlinux
@openzfsonwindow

Top Mentioned in G3:
@ibmresearch
@axios
@thomas_harrer
@pierrepinna
@stephanenappo
@ibm
@spirosmargaris
@ibmsystems
@ibmpowermag
@ibmstorage

Top Mentioned in G4:
@ibmresearch
@dariogila
@exxonmobil
@daimler
@ibm
@scitech_cat
@ibmwatsonhealth
@kirstengraham
@jmgarcia82
@topcybernews

Top Mentioned in G5:
@ibmresearch
@qiskit
@ibm
@microsoft
@nasa
@samsung
@amd
@arm
@qualcomm
@dell

Top Mentioned in G6:
@ibmresearch
@ipfconline1
@informaticathe
@carldetorres
@evankirstel
@deeplearn007
@jblefevre60
@kirkdborne
@antgrasso
@spirosmargaris

Top Mentioned in G7:
@ibmresearch
@tesla
@applesupport
@reidhoffman
@electrekco
@fredericlambert
@gatesfoundation
@siliconvalleycf
@jeffbezos
@warrenbuffett

Top Mentioned in G9:
@ibmresearch
@ibmdeveloper
@health_it
@msftresearch
@digitalmatrix2
@ibmdesign
@ibmiot
@googlewmc
@awscloud
@uofuhei

Top Mentioned in G10:
@unity3d
@danmillerdev
@magicleap
@fauscience
@tedxbocaraton
@researchparkfau
@faupresident
@faunewsdesk
@vishnuganti
@pravvy

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@applesupport
@evankirstel
@chidambara09
@captainamerica
@rosenchild
@woodstockpro
@guardian
@into_ai
@economictimes

Top Tweeters in G1:
@economictimes
@andytoronto
@xatierlikelee
@yovax
@drferdowsi
@tomnizo
@engadget
@eric_andersen
@supplychainsn
@computerhoy

Top Tweeters in G2:
@amazonhelp
@captainamerica
@thr
@windows
@tmz
@people
@france24_en
@fortunemagazine
@mlb
@googleplay

Top Tweeters in G3:
@chidambara09
@nancyrubin
@ssxman2
@2601manish
@yukinari230
@spirosmargaris
@xzpwedvhhh37i3c
@thecuriousluke
@pvynckier
@digitalogi

Top Tweeters in G4:
@rosenchild
@femtech_
@hubbucket
@digitaljournal
@tmmmarshall
@fmfrancoise
@holgermu
@plainternet
@technojeder
@azurflorian

Top Tweeters in G5:
@guardian
@nytimes
@ayirpelle
@tamilthehindu
@trisetyarso
@un
@dell
@nasa
@f1
@interfima

Top Tweeters in G6:
@evankirstel
@grattonboy
@grattongirl
@garyvee
@ipfconline1
@jblefevre60
@adeyemoadekunl2
@websecurityit
@kirkdborne
@lajusticierra

Top Tweeters in G7:
@applesupport
@telegraph
@nacion
@theeconomist
@siliconrepublic
@realdonaldtrump
@buyckruben
@gop
@jchidalgo
@senategop

Top Tweeters in G8:
@woodstockpro
@therab
@doa
@_jockr
@caute_cautim
@herbhernandez
@bules12
@yolandaweimer
@a
@srinivasr2013

Top Tweeters in G9:
@andrewmorrisuk
@taieb_bot
@academicchatter
@google
@ibmdeveloper
@350
@nhsengland
@hp
@unep
@jsnewsbot

Top Tweeters in G10:
@indiegameguys
@indiedevdog
@chrismatthieu
@unity3d
@browardstem
@sleuthacademy
@michaeludine
@browardlibrary
@timsweeneyepic
@danmillerdev