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ibmresearch_2020-05-11_22-04-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2020
Short Description:
ibmresearch via NodeXL https://bit.ly/3dEeShP
@ibmresearch
@1600council
@ibm
@al_cidi
@onezeroonly
@dariogila
@thomas_harrer
@sergkostrov
@dermist4
@archerxau

Top hashtags:
#think2020
#quantumcomputing
#quantum
#ibmquantum
#ibmq
#ibm
#quantumcomputers

Description:
Description
The graph represents a network of 1,830 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 May 2020 at 05:04 UTC.

The requested start date was Tuesday, 12 May 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, 1-hour, 49-minute period from Tuesday, 28 April 2020 at 00:59 UTC to Monday, 11 May 2020 at 02:49 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 : 1830
Unique Edges : 2562
Edges With Duplicates : 5089
Total Edges : 7651
Number of Edge Types : 5
Replies to : 229
Mentions : 2134
Retweet : 1603
MentionsInRetweet : 3587
Tweet : 98
Self-Loops : 139
Reciprocated Vertex Pair Ratio : 0.0237447440019787
Reciprocated Edge Ratio : 0.0463880164290892
Connected Components : 60
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 1736
Maximum Edges in a Connected Component : 7536
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.973958
Graph Density : 0.00123660395510103
Modularity : 0.369978
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 1,830 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 May 2020 at 05:04 UTC.

The requested start date was Tuesday, 12 May 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, 1-hour, 49-minute period from Tuesday, 28 April 2020 at 00:59 UTC to Monday, 11 May 2020 at 02:49 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:
[39] https://link.medium.com/Euj45by705
[36] https://twitter.com/IBMResearch/status/1254767967918649345
[29] https://quantum-computing.ibm.com/challenges
[27] https://medium.com/@IBMResearch/ibm-open-sources-300-fully-functional-lego-microscope-design-248a6cdc81bf
[22] https://twitter.com/IBMResearch/status/1257296518429753344
[15] https://twitter.com/IBMResearch/status/1258033957330989057
[12] https://www.ibm.com/blogs/research/2020/04/ibm-quantum-challenge/?social_post=3302837147&linkId=87410246
[12] 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
[8] https://www.youtube.com/watch?v=mLPiG3_o5hM&feature=youtu.be

[8] http://www.research.ibm.com/haifa/ponderthis/challenges/April2020.html

Top URLs in Tweet in G1:
[8] https://www.youtube.com/watch?v=mLPiG3_o5hM&feature=youtu.be

[6] https://quantum-computing.ibm.com/challenges
[6] http://www.research.ibm.com/haifa/ponderthis/challenges/April2020.html
[5] https://twitter.com/IBMResearch/status/1254767967918649345
[4] http://www.research.ibm.com/haifa/ponderthis/challenges/May2020.html
[4] https://link.medium.com/Euj45by705
[4] https://vote.webbyawards.com/PublicVoting#/2020/websites/general-websites/netart
[3] https://github.com/qiskit-community/may4_challenge_exercises
[3] https://futurism.com/engineer-published-scientific-papers-lego-microscope
[3] https://medium.com/@IBMResearch/ibm-open-sources-300-fully-functional-lego-microscope-design-248a6cdc81bf

Top URLs in Tweet in G2:
[7] https://link.medium.com/Euj45by705
[6] https://video.cube365.net/c/926628
[6] https://video.cube365.net/c/926493
[4] https://twitter.com/IBMResearch/status/1258033957330989057
[3] https://www.forbes.com/sites/moorinsights/2020/04/29/ibm-issues-a-public-challenge-to-program-its-quantum-computers/#77655d2a1e18
[3] https://video.cube365.net/c/926623
[3] https://www.cnet.com/news/ibm-now-has-18-quantum-computers-in-its-fleet-of-weird-machines/#ftag=COS-05-10aaa0j
[2] https://docs.google.com/forms/d/e/1FAIpQLSd2tR21jInYEStonzcOa17eyb1iwpNocEpf5ZtZLPlYyx_t9A/viewform
[2] https://twitter.com/IBMResearch/status/1255908454495064065
[2] https://www.ibm.com/events/think/watch?utm_medium=OSocial&utm_source=Twitter&utm_content=000021SW&utm_term=10001376&utm_id=Think-2020-Advocate-internal-Slack-group&cm_mmc=OSocial_Twitter-_-xIBM+Events_Global+Conferences-_-WW_WW-_-Think-2020-Advocate-internal-Slack-group&cm_mmca1=000021SW&cm_mmca2=10001376

Top URLs in Tweet in G3:
[12] https://medium.com/@IBMResearch/ibm-open-sources-300-fully-functional-lego-microscope-design-248a6cdc81bf
[1] https://twitter.com/noamslonim/status/1258046295140454402
[1] https://www.youtube.com/watch?v=JsXoK-fvvMU

[1] https://www.youtube.com/watch?v=0fK-jzRFZnE

[1] https://telecomdrive.com/ibm-imda-m1-samsung-align-on-5g-industry-4-0-trial/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226158
[1] https://twitter.com/_steve2_/status/1256561226412371973
[1] https://twitter.com/ibm/status/1253058530078347264
[1] https://twitter.com/ibm_in/status/1257232071581298688
[1] https://5vp.us/

Top URLs in Tweet in G4:
[18] https://quantum-computing.ibm.com/challenges
[14] https://twitter.com/IBMResearch/status/1254767967918649345
[11] 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://twitter.com/IBMResearch/status/1257296518429753344
[8] https://www.ibm.com/blogs/research/2020/04/ibm-quantum-challenge/?social_post=3302837147&linkId=87410246
[6] https://blogs.scientificamerican.com/observations/lets-create-an-elite-scientific-body-to-advise-on-global-catastrophes/?linkId=87721840
[5] https://quantum-computing.ibm.com/challenges?utm_medium=OSocial&utm_source=Twitter&utm_content=000033TW&utm_term=10009340&utm_id=Quantum-Computing-Challenge&cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Research-_-WW_WW-_-Quantum-Computing-Challenge&cm_mmca1=000033TW&cm_mmca2=10009340&social_post=3318844939&linkId=87904028
[4] https://www.ibm.com/events/think/watch/replays/
[3] https://medium.com/@IBMResearch/ibm-open-sources-300-fully-functional-lego-microscope-design-248a6cdc81bf
[2] https://www.ibm.com/events/think/

Top URLs in Tweet in G5:
[1] https://twitter.com/KaellumEridani/status/1259135675108151296
[1] https://twitter.com/VETPAW/status/1257685607494479873
[1] https://www.youtube.com/watch?v=3LnmHS25VxU&feature=youtu.be

[1] https://datacenterfrontier.com/adapting-network-security-for-a-distributed-workforce/
[1] https://realtimeconference.com/registration/#choosepass

Top URLs in Tweet in G6:
[3] https://quantum-computing.ibm.com/challenges
[3] https://www.ibm.com/widget/ibm/think20/Ondemand?search=7073
[2] https://www.ibm.com/blogs/research/2020/04/ibm-quantum-challenge/
[2] https://www.youtube.com/watch?v=8kyJfAC4VAo&feature=youtu.be

[2] https://arxiv.org/abs/1906.11286
[2] https://github.com/doerlbh/mentalRL
[2] https://www.protocol.com/manuals/quantum-computing/coronavirus-effects-on-quantum-computing
[2] https://twitter.com/IBMResearch/status/1257296518429753344?s=19
[1] https://www.protocol.com/manuals/quantum-computing/next-steps-advances-in-quantum-computing
[1] https://www.cnet.com/news/ibm-now-has-18-quantum-computers-in-its-fleet-of-weird-machines/#ftag=COS-05-10aaa0j

Top URLs in Tweet in G7:
[5] https://twitter.com/IBMResearch/status/1257296518429753344
[2] https://twitter.com/ibmresearch/status/1257296518429753344
[2] https://www.quantaneo.com/Archer-signe-a-Quantum-Computing-agreement-with-IBM_a508.html
[1] https://archerx.com.au//src/uploads/2020/05/20200505_Quantum-computing-agreement-with-IBM-ASX-Release.pdf
[1] https://quantumscienceseminar.com/videos/
[1] https://www.youtube.com/channel/UClBNq7mCMf5xm8baE_VMl3A/videos
[1] https://www.youtube.com/user/IBMLabs/videos
[1] https://www.youtube.com/channel/UCnApFIPBcUzeQPToUy48rxw
[1] https://www.youtube.com/watch?v=usaCwKi8KkI

[1] https://www.youtube.com/watch?v=PCKTE8vfS1k&feature=youtu.be


Top URLs in Tweet in G8:
[26] https://link.medium.com/Euj45by705
[2] https://medium.com/@IBMResearch/ibm-open-sources-300-fully-functional-lego-microscope-design-248a6cdc81bf
[1] https://channeldrive.in/annual-ibm-list-celebrates-global-women-leaders-in-ai/
[1] https://channeldrive.in/ibm-launches-open-p-tech-globally/
[1] https://twitter.com/IBMResearch/status/1258033957330989057
[1] https://twitter.com/IBMResearch/status/1255908454495064065

Top URLs in Tweet in G9:
[9] https://twitter.com/IBMResearch/status/1254767967918649345
[8] https://twitter.com/IBMResearch/status/1258033957330989057
[3] https://twitter.com/ibmresearch/status/1254767967918649345
[2] https://twitter.com/IBMResearch/status/1256202074230063105
[2] https://twitter.com/ibmresearch/status/1256202074230063105
[2] https://www.ibm.com/blogs/research/2020/05/ibmresearch-icassp-2020/
[2] https://twitter.com/ibmresearch/status/1258033957330989057
[1] https://www.linkedin.com/slink?code=dKj_WPE
[1] https://www.linkedin.com/slink?code=dTgkUGh
[1] http://www.research.ibm.com/haifa/ponderthis/challenges/April2020.html

Top URLs in Tweet in G10:
[1] https://medium.com/@iclr_conf/voices-of-iclr2020-announcing-our-keynote-speakers-15c6d8316e67

Top Domains
Top Domains in Tweet in Entire Graph:
[171] twitter.com
[133] ibm.com
[72] medium.com
[33] youtube.com
[27] cube365.net
[23] linkedin.com
[10] scientificamerican.com
[8] github.com
[7] arxiv.org
[6] cnet.com

Top Domains in Tweet in G1:
[34] ibm.com
[31] twitter.com
[15] youtube.com
[8] medium.com
[4] github.com
[4] thequantumdaily.com
[4] hpcwire.com
[4] stwb.co
[4] webbyawards.com
[3] futurism.com

Top Domains in Tweet in G2:
[30] twitter.com
[27] cube365.net
[12] ibm.com
[8] medium.com
[4] cnet.com
[3] forbes.com
[2] google.com
[2] scientificamerican.com
[2] siliconangle.com
[2] tfir.io

Top Domains in Tweet in G3:
[12] medium.com
[4] twitter.com
[2] youtube.com
[1] telecomdrive.com
[1] nodexlgraphgallery.org
[1] 5vp.us

Top Domains in Tweet in G4:
[55] ibm.com
[29] twitter.com
[9] medium.com
[6] scientificamerican.com
[2] phys.org
[2] nodexlgraphgallery.org
[2] youtube.com
[1] youtu.be
[1] linkedin.com
[1] cnnmoney.ch

Top Domains in Tweet in G5:
[2] twitter.com
[1] youtube.com
[1] datacenterfrontier.com
[1] realtimeconference.com

Top Domains in Tweet in G6:
[14] twitter.com
[10] ibm.com
[4] protocol.com
[4] youtube.com
[2] cnet.com
[2] arxiv.org
[2] github.com

Top Domains in Tweet in G7:
[9] twitter.com
[6] youtube.com
[3] ibm.com
[2] linkedin.com
[2] quantaneo.com
[1] com.au
[1] quantumscienceseminar.com
[1] indianweb2.com

Top Domains in Tweet in G8:
[28] medium.com
[2] channeldrive.in
[2] twitter.com

Top Domains in Tweet in G9:
[31] twitter.com
[9] ibm.com
[3] linkedin.com
[1] datahubusa.com
[1] medium.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[426] think2020
[340] quantumcomputing
[327] quantum
[300] ibmquantum
[196] ibmq
[196] ibm
[157] quantumcomputers
[144] ibmquantumchallenge
[96] ibmcloud
[74] science



Top Hashtags in Tweet in G1:
[64] ibmquantumchallenge
[51] quantum
[39] think2020
[22] quantumcomputing
[14] covid19
[12] ai
[12] challenge
[9] ibmquantum
[9] iclr2020
[9] orms

Top Hashtags in Tweet in G2:
[180] think2020
[109] quantum
[88] ibmcloud
[72] ibmquantum
[36] ai
[25] ibmquantumchallenge
[21] ibm
[21] thecube
[19] ibmresearch
[10] covid19

Top Hashtags in Tweet in G3:
[7] ai
[2] 3dradar
[2] finfet
[2] ibm
[1] think2020
[1] artificialintelligence
[1] grandma
[1] invisibleenemy
[1] byethen
[1] algebra

Top Hashtags in Tweet in G4:
[281] quantumcomputing
[204] ibmquantum
[188] ibmq
[163] think2020
[157] quantumcomputers
[154] ibm
[115] quantum
[72] science
[58] captechu
[44] defstar5

Top Hashtags in Tweet in G5:
[10] dscs
[6] alexanderwilliamerickson
[1] think2020
[1] welcometothecollective
[1] covid19
[1] security
[1] interconnection
[1] networks

Top Hashtags in Tweet in G6:
[38] quantum
[16] computing
[5] optimization
[5] banks
[3] ibmquantum
[3] quantumcomputing
[3] aamas
[3] rl
[3] neuroscience
[3] psychiatry

Top Hashtags in Tweet in G7:
[19] asx
[19] nyse
[18] ibmquantumchallenge
[13] quantumcomputing
[6] think2020
[4] ibmquantum
[3] quantum
[2] upskill
[2] engineers
[2] qep

Top Hashtags in Tweet in G8:
[14] think2020
[10] ibmquantumchallenge
[6] quantum
[4] ibmquantum
[3] ibm
[1] womenleaders
[1] breakingbad
[1] quantumcomputing
[1] chi2020
[1] ibmresearch

Top Hashtags in Tweet in G9:
[9] think2020
[5] quantumcomputing
[4] ibm
[3] ibmresearch
[1] machinelearning
[1] artificialinteligence
[1] mitibm
[1] ibmpublic
[1] highereducation
[1] april

Top Hashtags in Tweet in G10:
[1] iclr2020

Top Words
Top Words in Tweet in Entire Graph:
[1246] Words in Sentiment List#1: Positive
[363] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[47207] Non-categorized Words
[48816] Total Words
[1280] ibmresearch
[977] ibm
[681] four
[631] challenge
[570] quantum

Top Words in Tweet in G1:
[407] ibmresearch
[286] four
[224] challenge
[221] ibm
[204] quantum
[138] one
[129] exercises
[128] days
[101] more
[86] learn

Top Words in Tweet in G2:
[375] ibmresearch
[224] ibm
[185] today
[180] #think2020
[174] four
[127] dariogila
[109] #quantum
[105] years
[104] first
[104] computer

Top Words in Tweet in G3:
[31] ibmresearch
[19] ibm
[14] tonyhorrocks
[13] design
[12] very
[12] cool
[12] open
[12] sources
[12] 300
[12] fully

Top Words in Tweet in G4:
[288] ibm
[281] #quantumcomputing
[276] challenge
[261] thomas_harrer
[218] topcybernews
[204] #ibmquantum
[188] #ibmq
[173] four
[170] put
[163] #think2020

Top Words in Tweet in G5:
[44] ibmresearch
[20] microsoft
[19] google
[13] ibm
[11] startrek
[11] adobe
[11] vrarasummit
[11] collisionhq
[11] xbox
[11] ieeevr

Top Words in Tweet in G6:
[58] ibmresearch
[38] #quantum
[28] quantum
[22] article
[21] ibm
[19] andreasateth
[18] googleai
[16] rigetti
[16] #computing
[16] interesting

Top Words in Tweet in G7:
[80] ibm
[42] quantum
[37] ibmresearch
[33] qiskit
[24] archerxau
[23] challenge
[21] agreement
[20] archer
[19] #asx
[19] axe

Top Words in Tweet in G8:
[79] ibmresearch
[57] ibm
[37] open
[32] ibmnews
[28] sources
[28] fully
[28] functional
[28] lego
[28] microscope
[28] design

Top Words in Tweet in G9:
[13] quantum
[13] ibm
[9] #think2020
[5] #quantumcomputing
[5] challenge
[5] learn
[5] hoy
[5] sesiã
[5] especial
[5] laboratorio

Top Words in Tweet in G10:
[18] ibmresearch
[13] uyistewart
[11] dr
[10] datasciencenig
[10] seattlegenetics
[10] jehimuan
[10] aniediudo
[10] ydavidwest
[10] sadeeqakintola
[10] aisha

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[251] four,exercises
[247] four,days
[247] days,four
[247] exercises,one
[247] one,challenge
[195] ibm,quantum
[185] #ibmq,#ibmquantum
[182] years,ago
[180] put,first
[179] four,years

Top Word Pairs in Tweet in G1:
[124] four,days
[124] days,four
[124] four,exercises
[124] exercises,one
[124] one,challenge
[110] ibmresearch,four
[85] ibm,quantum
[82] learn,more
[80] quantum,circuits
[79] more,quantum

Top Word Pairs in Tweet in G2:
[103] put,first
[103] first,#quantum
[103] #quantum,computer
[103] four,years
[103] years,ago
[86] proud,led
[86] led,ibmresearch
[86] ibmresearch,team
[86] team,put
[86] computer,#ibmcloud

Top Word Pairs in Tweet in G3:
[12] very,cool
[12] cool,ibm
[12] ibm,open
[12] open,sources
[12] sources,300
[12] 300,fully
[12] fully,functional
[12] functional,lego
[12] lego,microscope
[12] microscope,design

Top Word Pairs in Tweet in G4:
[184] #ibmq,#ibmquantum
[151] #quantumcomputing,#quantumcomputers
[151] #quantumcomputers,#ibmq
[131] part,#think2020
[107] interested,learning
[107] learning,#quantumcomputing
[107] challenge,put
[91] #quantumcomputing,âš
[91] âš,accept
[91] accept,ibm's

Top Word Pairs in Tweet in G5:
[11] microsoft,adobe
[11] adobe,google
[11] google,ibmresearch
[11] ibmresearch,vrarasummit
[11] vrarasummit,collisionhq
[11] collisionhq,xbox
[11] xbox,ieeevr
[11] ieeevr,htcvive
[10] yokoreality,microsoft
[7] andyfidel_,yokoreality

Top Word Pairs in Tweet in G6:
[16] #quantum,#computing
[15] cnet,#quantum
[13] andreasateth,interesting
[9] googleai,rigetti
[8] interesting,article
[8] article,cnet
[8] #computing,outlook
[8] outlook,activities
[8] activities,ibmresearch
[8] ibmresearch,googleai

Top Word Pairs in Tweet in G7:
[30] ibm,quantum
[21] agreement,ibm
[19] archer,#asx
[19] #asx,axe
[19] axe,pleased
[19] pleased,announce
[19] announce,company
[19] company,entered
[19] entered,agreement
[19] ibm,#nyse

Top Word Pairs in Tweet in G8:
[28] ibm,open
[28] open,sources
[28] fully,functional
[28] functional,lego
[28] lego,microscope
[28] microscope,design
[26] sources,fully
[26] design,ibmresearch
[26] ibmresearch,scientist
[26] scientist,yuksel

Top Word Pairs in Tweet in G9:
[6] ibm,quantum
[5] hoy,#think2020
[5] #think2020,sesiã
[5] sesiã,especial
[5] especial,laboratorio
[5] laboratorio,ibm
[5] quantum,pierdas
[4] quantum,computing
[4] ibm,research
[3] learn,quantum

Top Word Pairs in Tweet in G10:
[10] datasciencenig,uyistewart
[10] uyistewart,seattlegenetics
[10] jehimuan,aniediudo
[10] aniediudo,ydavidwest
[10] dr,aisha
[10] aisha,walcott
[9] seattlegenetics,emekaokoye
[9] emekaokoye,jehimuan
[9] ydavidwest,olufemiawoyemi
[9] olufemiawoyemi,sadeeqakintola

Top Replied-To
Top Replied-To in Entire Graph:
@ibmresearch
@patrickmoorhead
@ibm
@datasciencenig
@arvindkrishna
@aniruddhpatelmd
@ufdisciple
@andyfidel_
@imogenheap
@evleaks

Top Replied-To in G1:
@ibmresearch
@park_soya
@explore_quantum
@yunyao_li
@topcybernews
@mehulwastaken
@__heam__
@pantpramod
@mattyhatton
@_aditya_giri

Top Replied-To in G2:
@ibmresearch
@imogenheap
@arvindkrishna
@hen_str
@krvarshney
@tajymany
@me_the_machine
@ibmlive
@dariogila
@ukinusa

Top Replied-To in G3:
@ufdisciple
@peterjhasson
@fmfrancoise
@scalibbdp
@ldn_ambulance
@zlj517
@realdonaldtrump
@ibmpolicy
@ibmwatson
@chuckcallesto

Top Replied-To in G4:
@ibmresearch
@ibm
@snarky_android
@topcybernews
@thomas_harrer
@elisabaumer
@johnrdallasjr
@frronconi
@erbalsa
@myphdresearch

Top Replied-To in G5:
@ibmresearch
@andyfidel_
@sundarpichai
@startrek
@ibm
@kekums
@kasparov63
@google
@stuartgary
@billgates

Top Replied-To in G6:
@accenture
@tweetbarth

Top Replied-To in G7:
@archerxau
@pablotalavante
@thetronjohnson
@ibmresearch

Top Replied-To in G8:
@patrickmoorhead
@evleaks
@ibmnews
@jts_global
@ibmresearch
@tjamieibm
@ericoanderson
@ibmstorage

Top Replied-To in G10:
@datasciencenig
@erikrtn
@black_in_ai

Top Mentioned
Top Mentioned in Entire Graph:
@ibmresearch
@ibm
@thomas_harrer
@dariogila
@topcybernews
@captechu
@myphdresearch
@arvindkrishna
@qiskit
@snarky_android

Top Mentioned in G1:
@ibmresearch
@dariogila
@datapriestess
@europhysicsnews
@aaltoatoms
@csferrie
@ibmdata
@aj_rasmus
@robinlougee
@hen_str

Top Mentioned in G2:
@ibmresearch
@dariogila
@ibm
@arvindkrishna
@field_io
@imogenheap
@ukinusa
@sriramragh
@axios
@nsf

Top Mentioned in G3:
@ibmresearch
@tonyhorrocks
@ibmwatson
@ahdictionary
@samsung
@ibm
@intel
@michelvdp
@tajymany
@mookerjee

Top Mentioned in G4:
@ibm
@thomas_harrer
@topcybernews
@ibmresearch
@captechu
@myphdresearch
@dariogila
@snarky_android
@editorcorner
@alvinfoo

Top Mentioned in G5:
@ibmresearch
@microsoft
@google
@adobe
@vrarasummit
@collisionhq
@xbox
@ieeevr
@htcvive
@yokoreality

Top Mentioned in G6:
@ibmresearch
@andreasateth
@googleai
@rigetti
@cnet
@jmchow
@ibm
@philipcball
@protocol
@preskill

Top Mentioned in G7:
@ibmresearch
@qiskit
@archerxau
@ibm
@david_morcu
@carmenreciov
@asierarranz
@julenbarr
@ranaprathapsimh

Top Mentioned in G8:
@ibmresearch
@ibmnews
@ibmcloud
@ibmsystems
@ibmanalyst
@dariogila
@ibm
@anshelsag
@ibmiot
@ibmwatsonmedia

Top Mentioned in G9:

Top Mentioned in G10:
@ibmresearch
@uyistewart
@seattlegenetics
@jehimuan
@aniediudo
@ydavidwest
@sadeeqakintola
@emekaokoye
@olufemiawoyemi
@ruha9

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@thehill
@chilhon2016lap
@httweets
@rosenchild
@businessinsider
@timesofindia
@wwf
@femtech_
@ronaldclarke

Top Tweeters in G1:
@evankirstel
@rosenchild
@femtech_
@ronaldclarke
@9b3or2qditmbdcd
@sherrilyn59
@yutakama
@zdnet
@diariovasco
@enriquen

Top Tweeters in G2:
@chilhon2016lap
@businessinsider
@ssxman2
@2601manish
@cnet
@openmarketingtv
@forbes
@drsanjaypsahoo
@ajblackston
@iconversations

Top Tweeters in G3:
@thehill
@wwf
@politico
@usatoday
@dailycaller
@cnn
@ft
@snipeyhead
@president
@tvguide

Top Tweeters in G4:
@nytimes
@wsj
@ricardo_ik_ahau
@lesguer_lionel
@fmfrancoise
@topcybernews
@renatobotrt
@domingonarvaez1
@jesirok
@hernangraffe

Top Tweeters in G5:
@abc
@xbox
@npr
@wgnnews
@google
@pokemon
@scobleizer
@dell
@marvel
@who

Top Tweeters in G6:
@wef
@pakay20
@idrissaberkane
@johndoe47564694
@columbia
@zeekayinfo3
@dr_l_alexandre
@accenture
@philipcball
@stephanemallard

Top Tweeters in G7:
@adamoprogresso
@loogic
@andysc
@emilioleton
@indianweb2
@eldarsilver
@juantomas
@n_uvao
@mlibkgdszok5vo9
@trebool

Top Tweeters in G8:
@wholefoods
@supplychainsn
@foodandwine
@anshelsag
@ibmdeveloper
@therab
@foodnetwork
@graemeknows
@wwalkerww
@patcong0303

Top Tweeters in G9:
@guicho271828
@rlingle
@german_acosta
@ibmargentina
@ibma
@carocueliche
@sra
@stew_rtsmith
@ibmdechile
@ibm_peru

Top Tweeters in G10:
@emekaokoye
@olufemiawoyemi
@princeton
@vukosi
@erictopol
@sadeeqakintola
@abelakeni
@ruha9
@umassmedical
@umass


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