ibmresearch, Twitter, 7/7/2020 11:31:32 AM, 230309


FAQ | Problem?

ibmresearch_2020-07-06_22-04-00.xlsx
ibmresearch_2020-07-06_22-04-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2020
Short Description:
ibmresearch via NodeXL https://bit.ly/2O0hLP1
@ibmresearch
@1600council
@ibm
@odi_india
@witsuniversity
@gppcarleo
@sergkostrov
@wits_news
@pulsemedic
@ryandunbar2

Top hashtags:
#ai
#ibmresearch
#quantum
#ibm
#ibmq
#quantumcomputing
#nlp
#cloud
#covid19
#metabolomics

Description:
Description
The graph represents a network of 1,253 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 July 2020 at 05:04 UTC.

The requested start date was Tuesday, 07 July 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, 49-minute period from Tuesday, 23 June 2020 at 02:06 UTC to Monday, 06 July 2020 at 04:55 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 : 1253
Unique Edges : 1346
Edges With Duplicates : 2677
Total Edges : 4023
Number of Edge Types : 5
MentionsInRetweet : 1390
Replies to : 136
Mentions : 1785
Retweet : 672
Tweet : 40
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.0347159603246168
Reciprocated Edge Ratio : 0.0671023965141612
Connected Components : 16
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 1227
Maximum Edges in a Connected Component : 3984
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.02512
Graph Density : 0.00146294261185296
Modularity : 0.384562
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,253 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 July 2020 at 05:04 UTC.

The requested start date was Tuesday, 07 July 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, 49-minute period from Tuesday, 23 June 2020 at 02:06 UTC to Monday, 06 July 2020 at 04:55 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:
[10] https://www.linkedin.com/pulse/4-years-quantum-cloud-jamie-thomas
[9] https://twitter.com/MachinePix/status/1276556579270127616
[7] https://www.techrepublic.com/article/ibm-research-releases-differential-privacy-library-that-works-with-machine-learning/
[6] https://spectrum.ieee.org/news-from-around-ieee/the-institute/ieee-member-news/ibms-new-ai-tool-parses-a-tidal-wave-of-coronavirus-research
[6] https://www.zdnet.com/article/ibm-donates-trusted-ai-projects-to-linux-foundation-ai/
[5] https://twitter.com/IBM/status/1278361893095329794
[5] https://youtu.be/zOGNoDO7mcU?linkId=92514567
[4] https://www.ibm.com/blogs/research/2020/07/ibm-research-at-acl-2020/
[4] https://twitter.com/IBMResearch/status/1275508260049739780
[4] https://twitter.com/ibmresearch/status/1275508260049739780

Top URLs in Tweet in G1:
[6] https://spectrum.ieee.org/news-from-around-ieee/the-institute/ieee-member-news/ibms-new-ai-tool-parses-a-tidal-wave-of-coronavirus-research
[5] https://www.zdnet.com/article/ibm-donates-trusted-ai-projects-to-linux-foundation-ai/
[4] https://youtu.be/zOGNoDO7mcU?linkId=92514567
[3] https://www.ibm.com/blogs/research/2020/07/ibm-research-at-acl-2020/
[2] https://www.ibm.com/blogs/research/2020/06/accelerated-discovery/
[2] https://www.thestreet.com/video/ibm-behind-the-label-14822078
[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://ibm.co/2Nk50ia
[1] https://twitter.com/sarah_benchaita/status/1278719718317309953
[1] https://twitter.com/payel791/status/1275818874198544384

Top URLs in Tweet in G2:
[8] https://twitter.com/MachinePix/status/1276556579270127616
[3] https://twitter.com/IBM/status/1278361893095329794
[3] https://www.techrepublic.com/article/ibm-research-releases-differential-privacy-library-that-works-with-machine-learning/
[2] https://megaphone.link/stufftoblowyourmind
[2] https://twitter.com/aviaviavi__/status/1278724361751576579
[2] https://www.ibm.com/blogs/research/2020/06/quantum-neural-networks/
[2] https://www.swissre.com/institute/conferences/the-way-forward-preparing-for-an-uncertain-future.html?linkId=91596959
[2] https://pubs.acs.org/doi/full/10.1021/acsnano.0c02984?cookieSet=1
[2] https://www.ibm.com/blogs/research/2020/06/ibm-systems-research/
[2] https://www.ibm.com/blogs/blockchain/2020/06/ibm-blockchain-platform-2-5-a-new-era-of-multi-party-systems/

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=ixJCo0cyAuA&feature=youtu.be


Top URLs in Tweet in G4:
[2] https://www.facebook.com/kalpana.mohan/posts/10157430361029033
[1] https://www.linkedin.com/posts/seemohan_the-following-is-a-post-that-my-wife-kalpana-activity-6685448454346551296-MTeq
[1] https://goo.gl/S1ca94
[1] https://drive.google.com/file/d/1Dr4jAF_OTPVcm4Bwik8vbRx0ALtMi-Ml/view?usp=sharing
[1] http://de.ibm.com/us.ibm.com/etc
[1] https://www.youtube.com/watch?v=shyWQ8H10N0

[1] https://www.youtube.com/watch?v=cDWL7fuTkpI

[1] https://www.youtube.com/watch?v=1Jjb6TJ1Gn4

[1] https://www.youtube.com/watch?v=W-4BTn6kR08

[1] https://www.youtube.com/watch?v=4iefwpUzvos


Top URLs in Tweet in G5:
[2] https://www.itweb.co.za/content/wbrpOMgYEJrvDLZn
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230052
[1] https://researcher.watson.ibm.com/researcher/view.php?person=zurich-vad
[1] https://www.ibm.com/blogs/research/2020/07/ibm-researchers-develop-easy-to-use-virtual-experiments-for-unilever-chemists/
[1] https://twitter.com/TobyKurien/status/1276486406563651584

Top URLs in Tweet in G6:
[2] https://www.techrepublic.com/article/ibm-research-releases-differential-privacy-library-that-works-with-machine-learning/
[1] https://www.simonsfoundation.org/event/machine-learning-for-quantum-simulation//
[1] https://twitter.com/IBM/status/1278361893095329794
[1] https://www.linkedin.com/slink?code=ehWqXxD
[1] https://www.linkedin.com/slink?code=eeiDeaG
[1] https://www.linkedin.com/slink?code=eYT-S65
[1] https://aif360.mybluemix.net/data
[1] https://www.youtube.com/watch?v=82QbSWB04Es

[1] https://www.army.mil/article/236647

Top URLs in Tweet in G7:
[4] https://twitter.com/IBMResearch/status/1275508260049739780
[2] https://www.youtube.com/watch?v=zOGNoDO7mcU

[2] https://iopscience.iop.org/journal/2058-9565/page/Focus-on-Quantum-Software
[2] https://twitter.com/ibmresearch/status/1275508260049739780
[1] https://www.techrepublic.com/article/ibm-research-releases-differential-privacy-library-that-works-with-machine-learning/
[1] https://youtu.be/zOGNoDO7mcU?linkId=92514567
[1] https://twitter.com/IBM/status/1278361893095329794
[1] https://link.medium.com/ndM0KHYLG7
[1] https://thequantumdaily.com/2020/06/24/the-coming-quantum-app-store-for-qc-programmers/
[1] https://es.cointelegraph.com/news/director-of-ibm-research-says-there-will-be-rapid-development-of-quantum-computing

Top URLs in Tweet in G8:
[1] https://twitter.com/ET_Government/status/1277208129596297216
[1] https://www.bbc.com/news/health-51873799

Top URLs in Tweet in G9:
[1] https://twitter.com/odi_india/status/1276408878851383296
[1] https://twitter.com/odi_india/status/1273328310588592128

Top URLs in Tweet in G10:
[1] https://twitter.com/nobelprize/status/1279828645561982976
[1] https://twitter.com/Sanjay_CMU/status/1278750264351064064
[1] https://twitter.com/caffeinate_adam/status/1073344311763394567
[1] https://twitter.com/dinahtravels/status/1275800579240071170
[1] https://twitter.com/IfrahIdrees/status/1278737993793253377
[1] https://twitter.com/hnhq07/status/1278754146716352513
[1] https://twitter.com/KunalCh11812177/status/1278750219652472832
[1] https://twitter.com/MujumdarRohit/status/1278756129988907009
[1] https://twitter.com/neurobongo/status/1278087155764662272
[1] https://twitter.com/dinahtravels/status/1273457781786529793

Top Domains
Top Domains in Tweet in Entire Graph:
[79] twitter.com
[30] ibm.com
[22] linkedin.com
[19] youtube.com
[9] techrepublic.com
[7] ieee.org
[6] channeldrive.in
[6] zdnet.com
[5] youtu.be
[4] stwb.co

Top Domains in Tweet in G1:
[7] ibm.com
[6] twitter.com
[6] ieee.org
[6] channeldrive.in
[5] zdnet.com
[4] youtu.be
[2] ibm.co
[2] mybluemix.net
[2] thestreet.com
[2] techrepublic.com

Top Domains in Tweet in G2:
[27] twitter.com
[14] ibm.com
[6] youtube.com
[4] techrepublic.com
[4] stwb.co
[2] megaphone.link
[2] aps.org
[2] linkedin.com
[2] swissre.com
[2] on24.com

Top Domains in Tweet in G3:
[1] youtube.com

Top Domains in Tweet in G4:
[6] youtube.com
[2] facebook.com
[2] twitter.com
[1] linkedin.com
[1] goo.gl
[1] google.com
[1] ibm.com

Top Domains in Tweet in G5:
[2] ibm.com
[2] co.za
[2] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G6:
[3] linkedin.com
[2] techrepublic.com
[1] simonsfoundation.org
[1] twitter.com
[1] mybluemix.net
[1] youtube.com
[1] army.mil

Top Domains in Tweet in G7:
[8] twitter.com
[2] youtube.com
[2] iop.org
[1] techrepublic.com
[1] youtu.be
[1] medium.com
[1] thequantumdaily.com
[1] cointelegraph.com
[1] infoplc.net

Top Domains in Tweet in G8:
[1] twitter.com
[1] bbc.com

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

Top Domains in Tweet in G10:
[10] twitter.com
[1] youtube.com
[1] introtodeeplearning.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[85] ai
[63] ibmresearch
[39] quantum
[28] ibm
[20] ibmq
[19] quantumcomputing
[19] nlp
[17] cloud
[16] covid19
[14] metabolomics



Top Hashtags in Tweet in G1:
[44] ai
[14] nlp
[14] covid19
[14] cloud
[13] wfh
[12] ibm
[6] coronavirus
[3] dyk
[3] think2020
[3] ibmresearch

Top Hashtags in Tweet in G2:
[21] ai
[9] ibmresearch
[7] quantum
[6] cybercrime
[5] drawdown
[5] clima
[5] ibmq
[5] quantumcomputing
[4] nlp
[4] acl2020

Top Hashtags in Tweet in G3:
[2] metoo
[2] edvac
[2] regularexpression
[1] means_to_you
[1] nexrad
[1] minidv
[1] turbografix16
[1] fishkill
[1] matrix
[1] bakeract

Top Hashtags in Tweet in G4:
[2] retirement
[1] cord19
[1] ibmer
[1] lotus
[1] internet
[1] technology
[1] telecom
[1] computerscience

Top Hashtags in Tweet in G5:
[8] covid19sa
[4] virtualchemistry
[4] ai
[3] quantum
[3] ibmresearch
[3] ibmthinkafrika
[3] virtualconference
[3] ibmq
[3] quantumcomputing
[2] hpc

Top Hashtags in Tweet in G6:
[10] ibmresearch
[10] ai
[3] privacy
[1] techrepublic
[1] quantumcomputing
[1] science
[1] research

Top Hashtags in Tweet in G7:
[9] quantum
[9] covid__19
[9] nanotechnology
[9] model
[7] ibmresearch
[5] privacy
[5] techrepublic
[2] quantumcomputing
[2] science
[1] cloud

Top Hashtags in Tweet in G8:
[2] psoriasis
[2] anxiety
[1] coronavirus
[1] stress

Top Hashtags in Tweet in G9:
[1] ysdc2020

Top Hashtags in Tweet in G10:
[21] ibmresearch
[4] speakerseries
[3] ai
[1] nanotechnology
[1] science
[1] qubits
[1] qep
[1] ml
[1] nlp
[1] dl

Top Words
Top Words in Tweet in Entire Graph:
[765] ibmresearch
[384] ibm
[280] exponential
[235] dario
[226] gil
[223] director
[155] watch
[154] future
[145] vision
[143] problems

Top Words in Tweet in G1:
[258] ibmresearch
[250] exponential
[203] ibm
[137] director
[135] dario
[135] gil
[127] watch
[125] problems
[125] require
[125] computation

Top Words in Tweet in G2:
[255] ibmresearch
[93] ibm
[73] dario
[72] research
[71] director
[71] gil
[58] science
[57] dr
[56] announce
[55] member

Top Words in Tweet in G3:
[32] ibmresearch
[17] belllabs
[15] realdonaldtrump
[14] att
[14] brianwkernighan
[13] princeton
[12] darpa
[11] god
[11] ahdictionary
[10] ajitpaifcc

Top Words in Tweet in G4:
[30] ibmresearch
[16] ibm
[13] googleai
[11] samsung
[11] amd
[11] qualcomm
[11] intel
[10] scalibbdp
[10] arm
[10] dell

Top Words in Tweet in G5:
[57] witsuniversity
[47] wits_news
[44] vilakazi
[44] partner
[40] instrumental
[40] ensuring
[40] became
[40] first
[40] university
[40] africa

Top Words in Tweet in G6:
[67] learning
[44] machine
[25] quantum
[23] simulation
[23] back
[23] monday
[23] 30am
[23] edt
[23] neural
[23] tensor

Top Words in Tweet in G7:
[22] dariogila
[17] ibm
[17] ibmresearch
[13] quantum
[12] gil
[11] dario
[9] future
[9] #quantum
[9] #covid__19
[9] #nanotechnology

Top Words in Tweet in G8:
[7] ibmresearch
[4] microsoft
[3] wipro
[3] nasscom
[3] microsoftindia
[3] techistential
[3] michiokaku
[3] amazon
[2] #psoriasis
[2] health

Top Words in Tweet in G9:
[2] uzimbabwe
[2] uptuks
[2] casatuct
[2] ufsweb
[2] aisa_research
[2] africaportal
[2] ibmresearch
[2] unn_tweets
[2] piasshuye
[2] codesria

Top Words in Tweet in G10:
[33] ibmresearch
[21] dinahtravels
[21] #ibmresearch
[19] caffeinate_adam
[16] virtual
[14] research
[11] workspace
[10] interns
[9] space
[9] ibm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[225] dario,gil
[148] director,ibmresearch
[140] exponential,problems
[140] problems,require
[140] require,exponential
[140] exponential,computation
[140] computation,watch
[140] watch,director
[140] ibmresearch,dario
[140] gil,share

Top Word Pairs in Tweet in G1:
[135] dario,gil
[125] exponential,problems
[125] problems,require
[125] require,exponential
[125] exponential,computation
[125] computation,watch
[125] watch,director
[125] director,ibmresearch
[125] ibmresearch,dario
[125] gil,share

Top Word Pairs in Tweet in G2:
[71] dario,gil
[57] ibm,research
[55] national,science
[55] science,board
[53] happy,announce
[53] announce,ibm
[53] research,director
[53] director,dr
[53] dr,dario
[53] gil,selected

Top Word Pairs in Tweet in G3:
[16] belllabs,ibmresearch
[12] att,princeton
[12] princeton,brianwkernighan
[12] brianwkernighan,belllabs
[11] darpa,god
[11] realdonaldtrump,att
[9] dni_ratcliffe,esperdod
[8] ibmresearch,computer_phile
[8] computer_phile,ahdictionary
[8] ahdictionary,princetonian

Top Word Pairs in Tweet in G4:
[13] ibm,ibmresearch
[10] scalibbdp,samsung
[10] samsung,amd
[10] amd,arm
[10] arm,qualcomm
[10] qualcomm,dell
[10] dell,nvidia
[10] nvidia,intel
[10] intel,asus
[10] asus,microsoft

Top Word Pairs in Tweet in G5:
[40] vilakazi,instrumental
[40] instrumental,ensuring
[40] ensuring,witsuniversity
[40] witsuniversity,became
[40] became,first
[40] first,university
[40] university,africa
[40] africa,partner
[39] wits_news,vilakazi
[39] partner,ibmresearc

Top Word Pairs in Tweet in G6:
[44] machine,learning
[23] learning,quantum
[23] quantum,simulation
[23] simulation,back
[23] back,monday
[23] monday,30am
[23] 30am,edt
[23] edt,learning
[23] learning,neural
[23] neural,tensor

Top Word Pairs in Tweet in G7:
[11] dario,gil
[9] #quantum,#covid__19
[9] #covid__19,#nanotechnology
[9] #nanotechnology,#model
[9] gil,dariogila
[8] ibm,research
[8] #model,future
[8] future,quantum
[8] quantum,computing
[8] computing,ibm's

Top Word Pairs in Tweet in G8:
[3] amazon,microsoft
[3] microsoft,ibmresearch
[2] tcs,wipro
[2] wipro,infosys
[2] infosys,hcltech
[2] hcltech,capgeminiindia
[2] capgeminiindia,cognizantindia
[2] cognizantindia,mindtree_ltd
[2] mindtree_ltd,nasscom
[2] nasscom,compworldindia

Top Word Pairs in Tweet in G9:
[2] uzimbabwe,uptuks
[2] uptuks,casatuct
[2] casatuct,ufsweb
[2] ufsweb,aisa_research
[2] aisa_research,africaportal
[2] africaportal,ibmresearch
[2] ibmresearch,unn_tweets
[2] unn_tweets,piasshuye
[2] piasshuye,codesria
[2] codesria,humanitiesuon

Top Word Pairs in Tweet in G10:
[9] dinahtravels,caffeinate_adam
[9] virtual,workspace
[6] research,interns
[6] ibmresearch,internship
[6] virtual,office
[6] office,space
[5] ibm,research
[5] space,competition
[5] internship,program
[4] ibmresearch,dinahtravels

Top Replied-To
Top Replied-To in Entire Graph:
@ibmresearch
@ibm
@realdonaldtrump
@scalibbdp
@seemohan
@govstitt
@andreasateth
@teamtrump
@casey_dugan
@govraimondo

Top Replied-To in G1:
@ibm
@arkojyoti87
@ibmresearch
@askblockchain

Top Replied-To in G2:
@ibmresearch
@erica_webber
@psqlctln
@ibm
@ifrahidrees
@pfarrell_paul
@quantum_qbrit
@thomas_harrer
@ed_j_walsh
@berlingozzo

Top Replied-To in G3:
@realdonaldtrump
@govstitt
@teamtrump
@usefuladdiction
@jvkchaitanyar
@fmfrancoise
@govraimondo
@myiqa

Top Replied-To in G4:
@scalibbdp
@seemohan
@casey_dugan
@yunyao_li
@matthancock
@intel
@blackre92429429
@visajshah

Top Replied-To in G5:
@tobykurien
@amarchenkova
@wits_news
@gautengprovince

Top Replied-To in G6:
@marta_m_marques
@hbcproject
@luciebd

Top Replied-To in G7:
@ibm
@quantumdaily
@quantumvic
@honeywell

Top Replied-To in G8:
@ibmindia1
@shubarao
@clodaghinlondon

Top Replied-To in G9:
@uzimbabwe

Top Replied-To in G10:
@ibmresearch
@caffeinate_adam
@lilianngweta
@ale_curioni
@dinahtravels

Top Mentioned
Top Mentioned in Entire Graph:
@ibmresearch
@ibm
@nsf_n
@witsuniversity
@wits_news
@sarah_benchaita
@gppcarleo
@dariogila
@payel791

Top Mentioned in G1:
@ibmresearch
@ibm
@sarah_benchaita
@payel791
@aclmeeting
@hen_str
@ibmdeveloper
@arvindkrishna
@evankirstel
@payel

Top Mentioned in G2:
@ibmresearch
@nsf_n
@ibm
@neurobongo
@nsf_nsb
@sarah_benchaita
@fausto_martelli
@ibmcctr
@davaexplorer
@eu_commission

Top Mentioned in G3:
@ibmresearch
@belllabs
@att
@darpa
@princeton
@brianwkernighan
@god
@ibmwatson
@ajitpaifcc
@dni_ratcliffe

Top Mentioned in G4:
@ibmresearch
@ibm
@googleai
@samsung
@amd
@qualcomm
@arm
@dell
@nvidia
@intel

Top Mentioned in G5:
@witsuniversity
@wits_news
@ibmresearch
@gautengprovince
@chrispsciacca
@tobykurien
@ibm
@breanndnconchir
@tshimologongit

Top Mentioned in G6:
@gppcarleo
@carrasq
@hbcproject
@ibmresearch
@arcyber
@ruoyizhou
@ibm_in_ireland
@polmacaonghusa
@pfarrell_paul

Top Mentioned in G7:
@dariogila
@ibmresearch
@ibm
@heinzvhoenen
@laforge_ai
@qiskit
@jaygambetta
@dwavesys
@nsf_n
@honeywell

Top Mentioned in G8:
@ibmresearch
@microsoft
@wipro
@nasscom
@microsoftindia
@techistential
@michiokaku
@amazon
@tcs
@infosys

Top Mentioned in G9:
@uptuks
@casatuct
@ufsweb
@aisa_research
@africaportal
@ibmresearch
@unn_tweets
@piasshuye
@codesria
@humanitiesuon

Top Mentioned in G10:
@ibmresearch
@dinahtravels
@caffeinate_adam
@ale_curioni
@mujumdarrohit
@ibm
@kunalch11812177
@serialorganizer
@taku_ito1
@sohiniu_

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@applesupport
@evankirstel
@indiatoday
@femtech_
@business
@timesofindia
@walmart
@santchiweb
@samsungsupport

Top Tweeters in G1:
@evankirstel
@hubbucket
@zdnet
@iconversations
@garyvee
@techrepublic
@bcstrat
@tamaramccleary
@ibmdeveloper
@blackhairsalons

Top Tweeters in G2:
@sectest9
@cybersecurityn8
@jacobussystems
@dataaugmented
@ricardo_ik_ahau
@alonhalfon
@tmmmarshall
@adafruit
@manifattura40
@mcwm

Top Tweeters in G3:
@indiatoday
@business
@timesofindia
@indiatvnews
@zerohedge
@cnn
@people
@forbes
@engadget
@entrepreneur

Top Tweeters in G4:
@applesupport
@samsungsupport
@google
@dell
@nasa
@mitsmr
@carequalitycomm
@samsungus
@hp
@awscloud

Top Tweeters in G5:
@fcassia
@tendaijoe
@cityofjoburgza
@tumisole
@fmfrancoise
@supplychainsn
@grjenkin
@ntokozov
@alphapontso
@zandilegend

Top Tweeters in G6:
@santchiweb
@casablancaric
@aureliangirl
@ceobillionaire
@montreal_ai
@ml_tweet_bot
@drahmadbazzi
@penn_state
@robertjwest
@susanmichie

Top Tweeters in G7:
@enrirosasdiaz
@justecentriste
@salvadoravenda9
@dansar39
@infoplc
@coschoolofmines
@abeercap
@heinzvhoenen
@vanivina9
@pravintakpire

Top Tweeters in G8:
@microsoftindia
@amazon
@capgeminiindia
@wipro
@wiprodigital
@infosys
@accenture
@sapindia
@nasscom
@microsoft

Top Tweeters in G9:
@reutersafrica
@ufsweb
@css_zurich
@uptuks
@royafrisoc
@upeace
@yorkuniversity
@unicologne
@univ_dschang
@hebrewu

Top Tweeters in G10:
@n
@ibmnajobs
@caffeinate_adam
@ale_curioni
@ib
@jeffwelser
@taku_ito1
@drmcstaton
@aishauroojkhan
@werastoeckel