ibmresearch, Twitter, 10/9/2019 11:37:12 PM, 212413


FAQ | Problem?

ibmresearch_2019-10-09_16-09-07.xlsx
ibmresearch_2019-10-09_16-09-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 09, 2019
Short Description:
ibmresearch via NodeXL http://bit.ly/32272cr
@ibmresearch
@jaygambetta
@ezvic420
@letusfallov
@jimmarous
@odsc
@burncard53
@mayslalisa
@muthukumarc87
@ibm

Top hashtags:
#ai
#quantum
#ibmresearch
#ghc19
#ibm
#banking
#ibmq
#fintech
#finserv
#qidis

Description:
Description
The graph represents a network of 1,532 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, 09 October 2019 at 23:09 UTC.

The requested start date was Wednesday, 09 October 2019 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, 23-hour, 35-minute period from Wednesday, 25 September 2019 at 00:09 UTC to Tuesday, 08 October 2019 at 23:44 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[38] https://thefinancialbrand.com/88626/digital-banking-platform-transformation-api-trends/?smedia-twt-jm
[22] https://www.forbes.com/sites/maribellopez/2019/10/03/women-in-ai-ibms-lisa-amini-takes-on-ai-security-and-reasoning/?linkId=74754631#7474e4ee21b2
[20] https://www.cio.com/article/3440071/explainable-ai-bringing-trust-to-business-ai-adoption.html?nsdr=true&linkId=74578467
[19] https://www.waterstechnology.com/data-management/4571276/ibm-wants-to-enable-ai-model-sharing-and-data-privacy
[18] https://www.ibm.com/blogs/research/2019/09/ibmq-grace-hopper/?linkId=74374034
[16] https://www.technologyreview.com/f/614346/ibms-new-53-qubit-quantum-computer-is-the-most-powerful-machine-you-can-use/?linkId=73929642
[15] https://venturebeat.com/2019/10/07/ibm-researchers-detail-measurement-technique-that-could-lead-to-semiconductor-advances/
[13] https://venturebeat.com/2019/09/30/ibms-ai-generates-high-quality-voices-from-as-little-as-five-minutes-of-speech/
[10] https://www.ibm.com/blogs/research/2019/10/physics-photo-hall-effect/?linkId=74939863
[9] https://liwaiwai.com/2019/09/26/reasoning-beyond-code-ai-that-argues-back/

Top URLs in Tweet in G1:
[12] https://venturebeat.com/2019/09/30/ibms-ai-generates-high-quality-voices-from-as-little-as-five-minutes-of-speech/
[8] https://www.ibm.com/blogs/research/2019/09/ibmq-grace-hopper/?linkId=74374034
[8] https://liwaiwai.com/2019/09/26/reasoning-beyond-code-ai-that-argues-back/
[4] https://www.ibm.com/blogs/research/2019/10/physics-photo-hall-effect/?linkId=74939863
[2] https://nicedoc.io/
[2] https://www.ibm.com/blogs/research/2016/10/entity-linking/
[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://www.waterstechnology.com/data-management/4571276/ibm-wants-to-enable-ai-model-sharing-and-data-privacy
[2] https://www.cio.com/article/3440071/explainable-ai-bringing-trust-to-business-ai-adoption.html?nsdr=true&linkId=74578467
[2] https://www.forbes.com/sites/maribellopez/2019/10/03/women-in-ai-ibms-lisa-amini-takes-on-ai-security-and-reasoning/?linkId=74754631#7474e4ee21b2

Top URLs in Tweet in G2:
[17] https://www.forbes.com/sites/maribellopez/2019/10/03/women-in-ai-ibms-lisa-amini-takes-on-ai-security-and-reasoning/?linkId=74754631#7474e4ee21b2
[17] https://www.cio.com/article/3440071/explainable-ai-bringing-trust-to-business-ai-adoption.html?nsdr=true&linkId=74578467
[16] https://www.waterstechnology.com/data-management/4571276/ibm-wants-to-enable-ai-model-sharing-and-data-privacy
[14] https://www.technologyreview.com/f/614346/ibms-new-53-qubit-quantum-computer-is-the-most-powerful-machine-you-can-use/?linkId=73929642
[12] https://venturebeat.com/2019/10/07/ibm-researchers-detail-measurement-technique-that-could-lead-to-semiconductor-advances/
[7] https://xconomy.com/boston/2019/09/19/new-deals-may-double-240m-funding-for-mit-ibm-ai-lab-director-says/
[6] https://www.ibm.com/blogs/research/2019/10/physics-photo-hall-effect/?linkId=74939863
[5] https://www.ibm.com/blogs/research/2019/09/ibmq-grace-hopper/?linkId=74374034
[5] https://twitter.com/FastCompany/status/1175982691256295424
[4] https://artificialintelligence.cmail19.com/t/ViewEmail/d/63B90F478893D93D2540EF23F30FEDED/C2254CC785ADEE821D419C9787CC9684

Top URLs in Tweet in G3:
[5] https://www.youtube.com/watch?v=EcZ7SRpJfn8&feature=youtu.be

[5] https://www.agi.it/economia/supremazia_quantistica_google_ibm-6239272/news/2019-09-25/?linkId=74237606
[3] https://twitter.com/IBMResearch/status/1174690863169134595
[2] https://www.ibm.com/blogs/research/2019/09/ibmq-grace-hopper/
[2] https://ibmqawards.com/
[1] https://www.ibm.com/blogs/research/2019/10/ibm-quantum-intern/
[1] https://ibmqawards.com/?utm_content=100755754&utm_medium=social&utm_source=twitter&hss_channel=tw-378863252
[1] http://ibm.co/ghc
[1] https://www.ibm.com/blogs/research/2019/09/ibmq-grace-hopper/?linkId=74374034
[1] https://arxiv.org/pdf/1907.09528.pdf

Top URLs in Tweet in G4:
[3] http://bit.ly/VRAR-Global-Summit-Van19
[2] https://www.vrarglobalsummit.com/
[1] http://bit.ly/VRARGS-about
[1] https://www.vrarglobalsummit.com/speakers

Top URLs in Tweet in G5:
[1] https://news.yahoo.com/hurricane-lorenzo-now-category-5-140826448.html?soc_src=community&soc_trk=tw
[1] http://Tunes.org

Top URLs in Tweet in G6:
[2] https://babyawacs.wordpress.com/2019/10/08/lockheedmartin-raytheon-ai-techreview-darpa-intel-amd-arm-intel-qualcomm-huawei-samsung-goog-leai-apple-woz-tim_cook-ibmresearch-lhcb-brookhavenlab-wired-wireduk-%e2%80%8e/
[2] https://babyawacs.wordpress.com/2019/10/07/darpa-intel-amd-arm-intel-qualcomm-huawei-samsung-googleai-apple-woz-tim_cook-ibmresearch-lhcb-brookhavenlab-wired-wireduk-%e2%80%8e-caniget-infos-itis-a-guess-afterall-that-the-el/
[2] https://babyawacs.wordpress.com/2019/10/07/moralmachine-ai-techreview-darpa-intel-amd-arm-intel-qualcomm-huawei-samsung-googleai-apple-woz-tim_cook-ibmresearch-lhcb-brookhavenlab%e2%80%8e-wired-wireduk-1-%e2%80%8e-we/

Top URLs in Tweet in G7:
[2] https://twitter.com/mets/status/1177624725016711176
[2] https://www.youtube.com/watch?v=EDnjF57vD2M&feature=youtu.be

[1] https://twitter.com/burncard53/status/1179517409788665857
[1] https://www.youtube.com/watch?v=Ol8Vi80RiRo&feature=youtu.be

[1] https://twitter.com/burncard53/status/1178022574980304896
[1] https://twitter.com/Noahsyndergaard/status/1178509381849104384
[1] https://twitter.com/puertorico/status/910496890554339328
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=211849
[1] https://pubs.acs.org/doi/10.1021/jacs.9b07926?hootPostID=b7a5703d3f88b8ebea735de660a68cb8
[1] https://twitter.com/ChemistryViews/status/1177577800364150784

Top URLs in Tweet in G8:
[37] https://thefinancialbrand.com/88626/digital-banking-platform-transformation-api-trends/?smedia-twt-jm

Top URLs in Tweet in G9:
[2] http://jacobsschool.ucsd.edu/news/news_releases/release.sfe?id=2869
[2] https://deeplybayesian.github.io/
[2] https://twitter.com/liwaiwaicom
[2] https://www.forbes.com/sites/maribellopez/2019/10/03/women-in-ai-ibms-lisa-amini-takes-on-ai-security-and-reasoning/#3fc5952321b2
[2] https://twitter.com/n2cjn/status/1179473554498191360
[2] https://twitter.com/josiebgallagher/status/1177519203609300993
[1] https://twitter.com/KnightLabNews/status/1179184219416928257
[1] https://twitter.com/hocheolkim1/status/1179518457139695616
[1] https://twitter.com/IBMResearch/status/1174407126413971457
[1] https://www.forbes.com/sites/maribellopez/2019/10/03/women-in-ai-ibms-lisa-amini-takes-on-ai-security-and-reasoning/?linkId=74754631#7474e4ee21b2

Top URLs in Tweet in G10:
[4] https://www.forbes.com/sites/bernardmarr/2019/08/30/can-artificial-intelligence-predict-the-spread-of-online-hate-speech/#1086bb3d7167
[2] https://medium.com/@ODSC/ibm-research-launches-explainable-ai-toolkit-d0299ceb066a?utm_campaign=Learning%20Posts&utm_content=101763240&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://medium.com/@ODSC/ibm-research-launches-explainable-ai-toolkit-d0299ceb066a?utm_campaign=Learning%20Posts&utm_content=101760086&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://medium.com/@ODSC/ibm-research-launches-explainable-ai-toolkit-d0299ceb066a?utm_campaign=Learning%20Posts&utm_content=101763238&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://medium.com/@ODSC/ibm-research-launches-explainable-ai-toolkit-d0299ceb066a?utm_campaign=Learning%20Posts&utm_content=101760087&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://medium.com/@ODSC/ibm-research-launches-explainable-ai-toolkit-d0299ceb066a?utm_campaign=Learning%20Posts&utm_content=101763239&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://medium.com/@ODSC/ibm-research-launches-explainable-ai-toolkit-d0299ceb066a?utm_campaign=Learning%20Posts&utm_content=101760088&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://twitter.com/ibmpowersystems/status/1179418261269745668

Top Domains
Top Domains in Tweet in Entire Graph:
[81] twitter.com
[62] ibm.com
[38] thefinancialbrand.com
[33] forbes.com
[28] venturebeat.com
[28] linkedin.com
[20] waterstechnology.com
[20] cio.com
[17] technologyreview.com
[15] medium.com

Top Domains in Tweet in G1:
[26] ibm.com
[13] venturebeat.com
[8] liwaiwai.com
[7] linkedin.com
[6] twitter.com
[4] b2match.io
[3] youtube.com
[3] bilanz.ch
[3] medium.com
[2] scientificamerican.com

Top Domains in Tweet in G2:
[25] twitter.com
[22] forbes.com
[17] cio.com
[17] waterstechnology.com
[15] technologyreview.com
[14] ibm.com
[12] venturebeat.com
[7] xconomy.com
[5] linkedin.com
[4] cmail19.com

Top Domains in Tweet in G3:
[10] twitter.com
[7] agi.it
[5] youtube.com
[4] ibm.com
[3] ibmqawards.com
[2] mybluemix.net
[1] ibm.co
[1] arxiv.org
[1] forbes.com
[1] cmail19.com

Top Domains in Tweet in G4:
[4] bit.ly
[3] vrarglobalsummit.com

Top Domains in Tweet in G5:
[1] yahoo.com
[1] tunes.org

Top Domains in Tweet in G6:
[6] wordpress.com

Top Domains in Tweet in G7:
[7] twitter.com
[3] youtube.com
[1] nodexlgraphgallery.org
[1] acs.org
[1] chemistryviews.org

Top Domains in Tweet in G8:
[37] thefinancialbrand.com

Top Domains in Tweet in G9:
[10] twitter.com
[3] forbes.com
[2] ucsd.edu
[2] github.io
[1] liwaiwai.com
[1] linkedin.com

Top Domains in Tweet in G10:
[12] medium.com
[4] forbes.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[247] ai
[80] quantum
[71] ibmresearch
[65] ghc19
[58] ibm
[41] banking
[38] ibmq
[38] fintech
[38] finserv
[35] qidis



Top Hashtags in Tweet in G1:
[62] ai
[34] qidis
[17] ghc19
[15] quantum
[12] ibmq
[11] quantumcomputing
[11] drones
[10] mitibm
[10] technology
[9] enterprise

Top Hashtags in Tweet in G2:
[123] ai
[28] quantum
[18] ibmresearch
[14] ibm
[10] ibmq
[10] ghc19
[7] mitibm
[7] quantumcomputing
[5] innovation
[4] high

Top Hashtags in Tweet in G3:
[27] ibm
[24] quantum
[23] ghc19
[13] enlighted
[11] education
[9] ai
[8] ibmq
[7] edtech
[7] edchat
[7] educaciã³n

Top Hashtags in Tweet in G4:
[9] vrargs
[2] xrentreprise
[1] vanvr
[1] fitness
[1] vrfitness

Top Hashtags in Tweet in G6:
[2] ai
[2] moralmachine
[1] artificailintelligence
[1] complexity
[1] artificial_intelligence

Top Hashtags in Tweet in G7:
[16] wow
[11] lgm
[4] nasa
[2] america
[2] usa
[2] inmycountry
[1] thefutureofresearch
[1] futureresearcher
[1] futureibmeriwish
[1] realfan

Top Hashtags in Tweet in G8:
[37] banking
[37] fintech
[37] finserv
[2] platforms

Top Hashtags in Tweet in G9:
[11] gratitude
[7] ai
[5] artificialintelligence
[4] aihn
[2] robknight
[2] aihorizonnetwork
[2] microbiome
[2] disease
[2] machinelearning
[2] airw2019

Top Hashtags in Tweet in G10:
[12] datascience
[12] machinelearning
[5] ai
[4] ibmresearch
[1] hpc

Top Words
Top Words in Tweet in Entire Graph:
[1241] Words in Sentiment List#1: Positive
[242] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[34421] Non-categorized Words
[35904] Total Words
[1020] ibmresearch
[323] ibm
[285] quantum
[254] ai
[248] s

Top Words in Tweet in G1:
[300] ibmresearch
[109] ð
[107] quantum
[81] computing
[62] #ai
[60] ibm
[44] data
[41] ai
[38] new
[34] using

Top Words in Tweet in G2:
[255] ibmresearch
[133] ibm
[123] #ai
[87] ai
[58] s
[56] new
[48] data
[38] quantum
[28] security
[28] qubit

Top Words in Tweet in G3:
[112] ibmresearch
[108] quantum
[79] jaygambetta
[48] qiskit
[48] dariogila
[40] see
[39] name
[39] progress
[38] penguin
[37] four

Top Words in Tweet in G4:
[69] rossfinman
[68] galitariel
[68] magicleap
[67] charliefink
[67] mattmiesnieks
[66] cathyhackl
[66] amylameyer
[66] 6d_ai
[62] worldbankgroup
[60] vrarasummit

Top Words in Tweet in G5:
[10] ðÿ
[7] eh
[6] birdseye1
[5] marvin_hill123
[5] ralphs24381648
[5] col314
[5] establishmentno
[5] whimsicalmetoo
[5] big_crusher1000
[5] stupidboomers

Top Words in Tweet in G6:
[15] ibmresearch
[12] intel
[10] samsung
[6] googleai
[6] darpa
[6] amd
[6] arm
[6] qualcomm
[6] huawei
[6] apple

Top Words in Tweet in G7:
[28] ibmresearch
[19] burncard53
[18] ibm
[16] ginnirometty
[16] #wow
[13] â
[13] harrietgreen1
[11] #lgm
[10] years
[9] future

Top Words in Tweet in G8:
[37] platform
[37] based
[37] banking
[37] provides
[37] gateway
[37] digital
[37] transformation
[37] #banking
[37] #fintech
[37] #finserv

Top Words in Tweet in G9:
[25] ibmresearch
[14] mitibmlab
[14] new
[11] nipalm
[11] today
[11] last
[11] day
[11] update
[11] tomorrow
[11] position

Top Words in Tweet in G10:
[112] s
[79] ai
[67] explainability
[62] â
[55] review
[55] new
[55] toolkit
[55] 360
[55] consists
[55] state

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[86] s,new
[82] quantum,computing
[79] ð,ð
[76] ðÿ,ðÿ
[71] explainability,360
[68] ibm,s
[68] charliefink,amylameyer
[68] rossfinman,magicleap
[68] magicleap,6d_ai
[68] 6d_ai,mattmiesnieks

Top Word Pairs in Tweet in G1:
[79] ð,ð
[52] quantum,computing
[23] ibmresearch,zurich
[22] computing,regular
[22] regular,computing
[22] computing,decodoku
[22] decodoku,ibmresearch
[22] zurich,breaks
[22] breaks,down
[21] understanding,single

Top Word Pairs in Tweet in G2:
[31] ibmresearch,ibm
[30] ibm,s
[25] security,reasoning
[23] takes,ai
[23] ai,security
[23] s,new
[22] new,53
[22] 53,qubit
[21] s,lisa
[21] lisa,amini

Top Word Pairs in Tweet in G3:
[37] four,revisions
[37] revisions,20
[37] 20,qubit
[37] qubit,quantum
[37] quantum,system
[37] system,chip
[37] chip,name
[37] name,penguin
[37] penguin,plotted
[37] plotted,together

Top Word Pairs in Tweet in G4:
[66] charliefink,amylameyer
[66] rossfinman,magicleap
[66] magicleap,6d_ai
[66] 6d_ai,mattmiesnieks
[62] cathyhackl,charliefink
[62] mattmiesnieks,worldbankgroup
[57] amylameyer,galitariel
[57] galitariel,rossfinman
[55] vrarasummit,cathyhackl
[30] worldbankgroup,virtualgirl

Top Word Pairs in Tweet in G5:
[7] ðÿ,ðÿ
[4] wagonknoggin,scottrickhoff
[4] davidf4444,spaceforcebravo
[4] spaceforcebravo,consofcooking1
[4] consofcooking1,patriotbrwneyes
[4] 2tall2fall4it,traveler002
[4] votetherinosout,raelela
[4] chrispbaconlt,laurawilcamaro
[4] brialalexi,quin4trump
[4] michaelsanewman,jamesmtrev007

Top Word Pairs in Tweet in G6:
[6] darpa,intel
[6] intel,amd
[6] amd,arm
[6] arm,intel
[6] intel,qualcomm
[6] qualcomm,huawei
[6] huawei,samsung
[6] apple,woz
[6] woz,tim_cook
[6] tim_cook,ibmresearch

Top Word Pairs in Tweet in G7:
[7] ginnirometty,harrietgreen1
[6] ginnirometty,ibmresearch
[6] burncard53,#wow
[6] forty,years
[6] years,first
[6] first,synthesis
[6] synthesis,kekulene
[6] kekulene,isolated
[6] isolated,again
[6] again,thanks

Top Word Pairs in Tweet in G8:
[37] platform,based
[37] based,banking
[37] banking,provides
[37] provides,gateway
[37] gateway,digital
[37] digital,transformation
[37] transformation,#banking
[37] #banking,#fintech
[37] #fintech,#finserv
[35] jimmarous,platform

Top Word Pairs in Tweet in G9:
[11] today,last
[11] last,day
[11] day,mitibmlab
[11] mitibmlab,update
[11] update,tomorrow
[11] tomorrow,new
[11] new,position
[11] position,easily
[11] easily,express
[11] express,#gratitude

Top Word Pairs in Tweet in G10:
[55] s,review
[55] s,new
[55] new,ai
[55] ai,toolkit
[55] explainability,360
[55] consists,state
[55] state,art
[55] art,algorithms
[55] algorithms,support
[31] letâ,s

Top Replied-To
Top Replied-To in Entire Graph:
@ibm
@ibmresearch
@jaygambetta
@pdorrestein1
@erikwittern
@thalexandrov
@cathyhackl
@vrarasummit
@dariogila
@abe_asfaw

Top Replied-To in G1:
@erikwittern
@ibmresearch
@sciborg01
@jaygambetta
@evankirstel
@cortogantese
@ale_curioni
@turiciencia
@inlnano
@nccr_qsit

Top Replied-To in G2:
@dariogila
@ibmresearch
@geeky_kats
@sycramore
@alexispharrison
@usaidbglick
@matthewberrytmr
@datapriestess
@realdonaldtrump
@rwang0

Top Replied-To in G3:
@jaygambetta
@abe_asfaw
@mjbiercuk
@pmigdal
@ibmnajobs
@suzie_mae
@dariogila
@alexandrechuck
@agudipaolo
@alexispharrison

Top Replied-To in G4:
@cathyhackl
@vrarasummit
@andyfidel_
@virtualgirlny
@galitariel
@dburgar
@heikeriel

Top Replied-To in G5:
@birdseye1
@ezvic420
@marvin_hill123

Top Replied-To in G6:
@awards_ai
@lockheedmartin
@darpa
@makhbari1
@kevinscryptos
@worldcryptocon
@swisscognitive

Top Replied-To in G7:
@therealsmith22
@ibmresearch
@chemistryviews

Top Replied-To in G9:
@ibmresearch
@ta_broderick
@nipalm

Top Mentioned
Top Mentioned in Entire Graph:
@ibmresearch
@ibm
@jaygambetta
@qiskit
@charliefink
@amylameyer
@rossfinman
@magicleap
@6d_ai
@mattmiesnieks

Top Mentioned in G1:
@ibmresearch
@decodoku
@nccr_qsit
@evankirstel
@cnnmoneych
@jaygambetta
@ibm
@qiskit
@qidis8
@technopark_zh

Top Mentioned in G2:
@ibmresearch
@ibm
@forbes
@lisaamini1
@techreview
@krvarshney
@datapriestess
@cioonline
@waterstech
@josiebgallagher

Top Mentioned in G3:
@ibmresearch
@jaygambetta
@qiskit
@dariogila
@eraser
@decollanz
@ibmsystems
@usherbrooke
@iq_usherbrooke
@quantumgameio

Top Mentioned in G4:
@charliefink
@amylameyer
@rossfinman
@magicleap
@6d_ai
@mattmiesnieks
@galitariel
@worldbankgroup
@cathyhackl
@vrarasummit

Top Mentioned in G5:
@ralphs24381648
@col314
@establishmentno
@whimsicalmetoo
@big_crusher1000
@stupidboomers
@robertmabr
@ibmresearch
@marvin_hill123
@freddyrace14

Top Mentioned in G6:
@ibmresearch
@samsung
@googleai
@intel
@amd
@arm
@qualcomm
@huawei
@apple
@woz

Top Mentioned in G7:
@ibmresearch
@ibm
@ginnirometty
@burncard53
@harrietgreen1
@j_a_c_s
@jdegrom19
@citifield
@realdonaldtrump
@nasa

Top Mentioned in G8:
@jimmarous
@financialbrand
@ibm
@ibmresearch
@spirosmargaris
@brettking
@pascalbouvier
@ipfconline1
@rshevlin
@leimer

Top Mentioned in G9:
@ibmresearch
@mitibmlab
@nipalm
@martino_design
@broadinstitute
@hocheolkim1
@ele_tt
@n2cjn
@sibos
@lahart

Top Mentioned in G10:
@odsc
@ibmresearch
@hansatdekkers
@stanford__ai
@openpowergreg
@ibmsystems

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@robre62
@gamergeeknews
@evankirstel
@eraser
@rosenchild
@walmart
@santchiweb
@iam__network
@richsimmondsza

Top Tweeters in G1:
@evankirstel
@richsimmondsza
@mrkalman
@cybersec_feeds
@colorstreamedia
@padididit
@thehipposhoe
@zdnet
@sms2sms
@taatjenethomas

Top Tweeters in G2:
@arkangelscrap
@rosenchild
@walmart
@bbcsport
@bbcworld
@rwang0
@cnn
@forbes
@moneycontrolcom
@fortunemagazine

Top Tweeters in G3:
@eraser
@lllloyd1
@dj_semantic
@dt
@developersteve
@equihua_sm
@hsan_nabi_dar
@bitiji
@rdviii
@ibmsystems

Top Tweeters in G4:
@edimosip
@htc
@mastercard
@chrismatthieu
@hp
@tipatat
@amazon
@cathyhackl
@andyfidel_
@carlosjochoafer

Top Tweeters in G5:
@horseshort
@davidf4444
@foxnews
@stupidboomers
@sanmateogirl11
@usvetram
@brialalexi
@laneylane25
@adagioforstring
@birdseye1

Top Tweeters in G6:
@wired
@dubengeldu
@wireduk
@iamcardib
@samsungcanada
@raytheon
@bullshitguru1
@lockheedmartin
@huawei
@intel

Top Tweeters in G7:
@usatoday
@nytimesarts
@mets
@bluejays
@nasa
@realdonaldtrump
@youtube
@waltdisneyworld
@invictussamael
@josephcortese

Top Tweeters in G8:
@machinelearnflx
@ssxman2
@motolin5
@spirosmargaris
@ipfconline1
@leimer
@digitalogi
@ccprakay
@clagett
@claudiomkd

Top Tweeters in G9:
@iam__network
@thecuriousluke
@justbementalist
@brainroaring
@eleriggi
@267us
@guanxinet
@ilovevaldagno
@berkeleyhaas
@egeaonline

Top Tweeters in G10:
@gamergeeknews
@santchiweb
@calcaware
@hubbucket
@akdm_bot
@xzpwedvhhh37i3c
@elcavalos
@odsc
@hugoallanmori
@mohammed_kaabar