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ibmresearch_2017-10-12_04-32-42.xlsx
ibmresearch_2017-10-12_04-32-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2017
Short Description:
ibmresearch via NodeXL http://bit.ly/2i9y93m
@ibmresearch
@mitidellamura
@teshsarah
@ibm
@kaoutartech
@nurserabbi
@mktgsciences

Description:
Description
The graph represents a network of 1,124 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 Thursday, 12 October 2017 at 11:34 UTC.

The requested start date was Thursday, 12 October 2017 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, 50-minute period from Thursday, 28 September 2017 at 00:09 UTC to Thursday, 12 October 2017 at 00:00 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 : 1124
Unique Edges : 1925
Edges With Duplicates : 1319
Total Edges : 3244
Self-Loops : 144
Reciprocated Vertex Pair Ratio : 0.0228013029315961
Reciprocated Edge Ratio : 0.0445859872611465
Connected Components : 51
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 1038
Maximum Edges in a Connected Component : 3110
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.582463
Graph Density : 0.00174133215871316
Modularity : 0.406162
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[51] https://spectrum.ieee.org/view-from-the-valley/at-work/innovation/where-does-ibm-research-get-ideas-open-mikes-and-interns
[45] http://www.ibm.com/blogs/research/2017/10/computers-to-aid-melanoma-detection/
[33] https://ibm.biz/BdjMKi
[32] https://www.ibm.com/blogs/research/2017/10/iot-neurons-dybm/
[30] https://thebossmagazine.com/ibm-ai-humanity/
[23] http://www.zdnet.com/article/ibms-uses-ai-to-shrink-wave-forecasting-system-to-run-on-a-raspberry-pi/?linkId=43140830&linkId=43283381
[22] https://www.ibm.com/blogs/age-and-ability/2017/09/27/capturing-heartbeats-daily-living-improve-eldercare/
[22] https://www.ibm.com/blogs/research/2017/10/new-model-augments-visual-recognition/
[21] https://www.ibm.com/blogs/research/2017/09/deep-learning-forecast-ocean-waves/
[20] https://quantumexperience.ng.bluemix.net/qx/user-guide?utm_source=social&utm_medium=youtube&utm_campaign=ibmqpresents&utm_content=behindthescenes

Top URLs in Tweet in G1:
[27] http://www.ibm.com/blogs/research/2017/10/computers-to-aid-melanoma-detection/
[19] https://www.ibm.com/blogs/research/2017/10/iot-neurons-dybm/
[12] https://quantumexperience.ng.bluemix.net/qx/user-guide?utm_source=social&utm_medium=youtube&utm_campaign=ibmqpresents&utm_content=behindthescenes
[10] https://thebossmagazine.com/ibm-ai-humanity/
[9] https://www.ibm.com/blogs/research/2017/09/deep-learning-forecast-ocean-waves/
[8] https://www.ibm.com/blogs/age-and-ability/2017/09/27/capturing-heartbeats-daily-living-improve-eldercare/
[8] https://www.ibm.com/blogs/research/2017/10/new-model-augments-visual-recognition/
[6] http://www.ibm.com/ibmq
[6] https://youtube.com/watch?v=tOgi-uD1G6Q&feature=youtu.be
[5] https://ciokurator.com/2017/10/01/die-etwas-andere-art-blockchain-zu-erklaeren-im-bob-bei-100-kmh/

Top URLs in Tweet in G2:
[42] https://spectrum.ieee.org/view-from-the-valley/at-work/innovation/where-does-ibm-research-get-ideas-open-mikes-and-interns
[29] https://ibm.biz/BdjMKi
[20] https://twitter.com/ucsandiego/status/913482720159911936
[19] http://www.zdnet.com/article/ibms-uses-ai-to-shrink-wave-forecasting-system-to-run-on-a-raspberry-pi/?linkId=43140830&linkId=43283381
[14] https://www.ibm.com/blogs/think/2017/09/qa-accessibility-researcher-peter-fay-on-leveraging-cognitive/
[12] http://www.ibm.com/blogs/research/2017/10/computers-to-aid-melanoma-detection/
[11] https://thebossmagazine.com/ibm-ai-humanity/
[11] https://www.ibm.com/blogs/age-and-ability/2017/09/27/capturing-heartbeats-daily-living-improve-eldercare/
[11] https://www.ibm.com/blogs/research/2017/10/iot-neurons-dybm/
[10] http://beautifulnews.news24.com/Beautiful-News/tackling-the-covert-crisis-taking-more-lives-than-aids-20170920

Top URLs in Tweet in G3:
[3] http://www.netzwoche.ch/news/2017-10-06/wo-ibm-an-der-zukunft-forscht?platform=hootsuite
[2] https://www.01net.it/elettronica-atomo/
[2] http://news.mit.edu/2017/ibm-mit-joint-research-watson-artificial-intelligence-lab-0907
[1] http://www.ibm.com/blogs/research/2017/10/computers-to-aid-melanoma-detection/
[1] https://twitter.com/scienmag/status/917457142126448642
[1] https://twitter.com/i/web/status/915836170474590208
[1] https://twitter.com/i/web/status/915841814250303488
[1] https://twitter.com/i/web/status/915864401172992000
[1] https://twitter.com/i/web/status/915870675860107264
[1] https://twitter.com/i/web/status/915878889733459968

Top URLs in Tweet in G4:
[13] https://www.research.ibm.com/ibm-q/
[6] https://thebossmagazine.com/ibm-ai-humanity/
[6] https://www.youtube.com/watch?v=_sDpbHTUN40&feature=youtu.be&utm_content=buffer8e2e4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://www.ibm.com/
[5] https://www.ibm.com/thought-leadership/innovation_explanations/article/maryam-ashoori.html?lnk=ushpv18l1&lnk2=learn
[4] https://twitter.com/idavar/status/917779847493152769
[3] http://modha.org
[2] https://spectrum.ieee.org/view-from-the-valley/at-work/innovation/where-does-ibm-research-get-ideas-open-mikes-and-interns
[2] https://twitter.com/ibmresearch/status/917813259050389504
[2] https://twitter.com/i/web/status/916384840819331072

Top URLs in Tweet in G5:
[2] https://twitter.com/ibmresearch/status/912661912902619136
[2] https://ibm.biz/Bdi3Jv
[2] https://www.technologyreview.com/the-download/608866/ibm-has-used-its-quantum-computer-to-simulate-a-molecule-heres-why-thats-big/?utm_campaign=add_this&utm_source=twitter&utm_medium=post
[1] https://twitter.com/i/web/status/917780513883951104
[1] https://twitter.com/IBMResearch/status/915601317292261376
[1] https://twitter.com/IBMResearch/status/912661912902619136
[1] http://NoDogmaPodcast.bryanhogan.net/82-Jay-Gambetta-ibm-quantum-experience/
[1] https://www.ibm.com/blogs/research/2017/10/new-model-augments-visual-recognition/
[1] https://www.ibm.com/blogs/research/2017/10/iot-neurons-dybm/
[1] http://www.ibm.com/blogs/research/2017/10/computers-to-aid-melanoma-detection/

Top URLs in Tweet in G6:
[4] http://www.zdnet.com/article/ibms-uses-ai-to-shrink-wave-forecasting-system-to-run-on-a-raspberry-pi/?linkId=43140830
[4] https://spectrum.ieee.org/view-from-the-valley/at-work/innovation/where-does-ibm-research-get-ideas-open-mikes-and-interns
[4] https://twitter.com/i/web/status/913482720159911936
[2] https://www.ibm.com/blogs/age-and-ability/2017/09/27/capturing-heartbeats-daily-living-improve-eldercare/
[2] http://www.zdnet.com/article/ibms-uses-ai-to-shrink-wave-forecasting-system-to-run-on-a-raspberry-pi/?linkId=43140830&linkId=43283381
[2] https://twitter.com/i/web/status/915842489369710593
[1] https://www.nytimes.com/2017/09/28/technology/ibm-india.html
[1] https://www.instagram.com/p/BZnAN_pnHU3/
[1] https://www.ibm.com/press/us/en/pressrelease/53185.wss
[1] https://ai.icymi.email/using-ai-to-help-aging-populations-live-better-ucsdnews-ibmresearch/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/918145400636346368
[1] https://twitter.com/i/web/status/915842489369710593
[1] https://twitter.com/i/web/status/915862137565777921
[1] https://twitter.com/i/web/status/915940749606363137
[1] https://spectrum.ieee.org/view-from-the-valley/at-work/innovation/where-does-ibm-research-get-ideas-open-mikes-and-interns
[1] http://www.ibm.com/blogs/research/2017/10/computers-to-aid-melanoma-detection/

Top URLs in Tweet in G8:
[5] https://www.siliconrepublic.com/people/ibm-research-healthcare-ai
[5] http://www.eetimes.com/document.asp?doc_id=1332372
[3] https://www.ibm.com/blogs/research/2017/10/new-model-augments-visual-recognition/
[2] http://www.zdnet.com/article/ibms-uses-ai-to-shrink-wave-forecasting-system-to-run-on-a-raspberry-pi/
[2] http://questforquality.eu/
[1] https://www.ibm.com/blogs/research/2017/09/deep-learning-forecast-ocean-waves/
[1] https://twitter.com/IBMResearch/status/913770425271902209
[1] https://ibm.biz/Bdjmki
[1] https://twitter.com/IBMFacts/status/915941546159230977
[1] https://ibm.biz/Bdi3Jv

Top URLs in Tweet in G9:
[2] http://www.research.ibm.com/articles/brain-chip.shtml
[1] https://twitter.com/i/web/status/918070861734834179
[1] https://twitter.com/i/web/status/915207474839379968
[1] https://twitter.com/i/web/status/914801681703071744
[1] https://twitter.com/i/web/status/915122467013906432
[1] https://twitter.com/i/web/status/918070834593492994
[1] https://twitter.com/TechCrunch/status/918069534157709313
[1] http://beautifulnews.news24.com/Beautiful-News/tackling-the-covert-crisis-taking-more-lives-than-aids-20170920
[1] https://twitter.com/i/web/status/915553942448287744
[1] https://twitter.com/OmniCommand/status/917315172766814208

Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=2B680d-qvhI&feature=youtu.be
[2] https://www.linkedin.com/pulse/quantum-computing-accelerates-innovation-khwaja-shaik/?trackingId=hnc53Qb5J%2FS0gf5sWdZ%2Bzg%3D%3D
[1] http://www-03.ibm.com/press/us/en/pressrelease/53185.wss
[1] https://twitter.com/i/web/status/917902573172150272
[1] https://twitter.com/i/web/status/917517236134281216
[1] https://twitter.com/i/web/status/917330432449945600
[1] https://ibm.biz/Bdjyu2
[1] https://twitter.com/IBMResearch/status/915957212174053377
[1] https://twitter.com/i/web/status/913662671215460352
[1] https://twitter.com/i/web/status/914021451795120128

Top Domains
Top Domains in Tweet in Entire Graph:
[272] twitter.com
[234] ibm.com
[66] ibm.biz
[54] ieee.org
[35] ziftsolutions.com
[33] zdnet.com
[30] thebossmagazine.com
[22] bluemix.net
[22] youtube.com
[14] news24.com

Top Domains in Tweet in G1:
[96] ibm.com
[48] twitter.com
[17] ziftsolutions.com
[13] bluemix.net
[10] thebossmagazine.com
[10] ibm.biz
[7] youtube.com
[5] ciokurator.com
[4] netzwoche.ch
[2] healthdatamanagement.com

Top Domains in Tweet in G2:
[78] ibm.com
[63] twitter.com
[44] ieee.org
[42] ibm.biz
[22] zdnet.com
[18] ziftsolutions.com
[11] thebossmagazine.com
[10] news24.com
[7] bluemix.net
[6] thegroundtruthproject.org

Top Domains in Tweet in G3:
[20] twitter.com
[3] ibm.com
[3] netzwoche.ch
[3] mit.edu
[2] 01net.it
[1] ibm.biz
[1] ieee.org

Top Domains in Tweet in G4:
[28] ibm.com
[13] twitter.com
[6] thebossmagazine.com
[6] youtube.com
[3] modha.org
[2] ieee.org
[2] ibm.biz
[1] businessinsider.com
[1] brassring.com

Top Domains in Tweet in G5:
[6] twitter.com
[3] ibm.com
[2] ibm.biz
[2] technologyreview.com
[2] youtube.com
[1] bryanhogan.net

Top Domains in Tweet in G6:
[24] twitter.com
[9] ibm.com
[6] zdnet.com
[4] ieee.org
[2] youtube.com
[2] paper.li
[2] bluemix.net
[1] nytimes.com
[1] instagram.com
[1] icymi.email

Top Domains in Tweet in G7:
[4] twitter.com
[1] ieee.org
[1] ibm.com

Top Domains in Tweet in G8:
[6] eetimes.com
[5] siliconrepublic.com
[5] ibm.com
[4] twitter.com
[4] ibm.biz
[2] zdnet.com
[2] questforquality.eu
[1] ieee.org
[1] linkedin.com
[1] news24.com

Top Domains in Tweet in G9:
[9] twitter.com
[2] ibm.com
[1] news24.com

Top Domains in Tweet in G10:
[19] twitter.com
[3] linkedin.com
[2] ibm.com
[2] youtube.com
[1] ibm.biz
[1] blogspot.in
[1] edgylabs.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[400] ai
[342] ibmresearch
[171] ibm
[102] ibmq
[99] deeplearning
[78] iot
[64] stem
[62] adalovelaceday
[57] quantum
[51] blockchain



Top Hashtags in Tweet in G1:
[93] ai
[73] ibm
[61] ibmresearch
[45] ibmq
[42] adalovelaceday
[42] stem
[30] iot
[28] deeplearning
[17] colloquium2017
[16] quantum

Top Hashtags in Tweet in G2:
[194] ai
[148] ibmresearch
[53] deeplearning
[42] ibm
[36] iot
[27] ibmq
[20] innovation
[18] quantum
[16] nicfall17
[14] think

Top Hashtags in Tweet in G3:
[63] ibmresearch
[33] blockchain
[10] bigdata
[9] artificialintelligence
[7] dati
[7] automotive
[6] machinelearning
[5] cloud
[5] ibm
[5] quantumcomputing

Top Hashtags in Tweet in G4:
[36] ai
[9] data4good
[9] ibm
[9] ibmresearch
[8] truenorth
[7] adalovelaceday
[7] stem
[6] womenintech
[5] ai4good
[4] launchfood

Top Hashtags in Tweet in G5:
[26] quantumcomputing
[17] ibmq
[12] quantumexperience
[12] qiskit
[8] hlf17
[8] ibm
[5] quantum
[5] ai
[3] social
[3] vr

Top Hashtags in Tweet in G6:
[19] ibmresearch
[13] ai
[6] iot
[6] ibm
[5] deeplearning
[3] ibmq
[3] colloquium2017
[2] nicfall17
[2] ibmbrasil
[2] quantumcomputing

Top Hashtags in Tweet in G7:
[5] ibmresearch
[3] alberteinstein
[2] ibmq
[2] ai

Top Hashtags in Tweet in G8:
[31] ai
[13] deeplearning
[13] q4q2017
[6] ibmresearch
[5] dublin
[3] ibm
[3] techforgood
[3] testing
[2] ibmq
[1] adalovelaceday

Top Hashtags in Tweet in G9:
[12] ibmcyberday4girls
[4] tcbattlefield
[4] ibmsecurity
[4] ibmresearch
[3] braamfontein
[2] ibmpotatoday4girls
[1] johannesburg
[1] girlsinstem

Top Hashtags in Tweet in G10:
[5] quantum
[4] ai
[3] computing
[2] ibmresearch
[2] world
[2] cto
[2] startup
[2] deep
[2] learning
[2] wave

Top Words
Top Words in Tweet in Entire Graph:
[1035] Words in Sentiment List#1: Positive
[160] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[24408] Non-categorized Words
[25603] Total Words
[1553] ibmresearch
[459] ai
[337] ibm
[246] help
[235] using

Top Words in Tweet in G1:
[365] ibmresearch
[97] ai
[79] ibm
[51] go
[50] lab
[45] ibmq
[45] using
[44] ibm's
[44] brilliant
[43] women

Top Words in Tweet in G2:
[582] ibmresearch
[216] ai
[157] help
[130] aging
[124] using
[122] ibm
[110] populations
[94] ucsandiego
[86] live
[86] better

Top Words in Tweet in G3:
[108] ibmresearch
[80] mitidellamura
[66] di
[37] dei
[36] il
[34] blockchain
[27] e
[24] dati
[22] è
[20] lab

Top Words in Tweet in G4:
[100] ibmresearch
[38] ai
[23] ibm
[21] robertovjlla
[14] fusionconfusion
[14] brain
[13] datapriestess
[13] oggi
[13] tutti
[13] possono

Top Words in Tweet in G5:
[35] ibmresearch
[26] quantumcomputing
[24] quantum
[20] qiskit
[17] ibmq
[16] processor
[14] 16
[14] qubit
[13] now
[13] use

Top Words in Tweet in G6:
[44] ibmresearch
[17] ai
[14] ibm
[11] help
[10] using
[9] lab
[9] aging
[8] s
[8] ibmaccess
[7] ocean

Top Words in Tweet in G7:
[49] car
[36] teshsarah
[28] ibmresearch
[28] using
[25] going
[25] ride
[25] securely
[25] pay
[25] charging
[25] tolls

Top Words in Tweet in G8:
[69] ibmresearch
[38] ai
[14] vincentropy
[13] deeplearning
[13] q4q2017
[12] help
[12] quest_4_quality
[12] ireland
[11] human
[11] deep

Top Words in Tweet in G9:
[26] ibmresearch
[25] ibm_southafrica
[20] hstemcamps
[14] girls
[12] tina
[12] taylor
[12] ceo
[12] ibmcyberday4girls
[9] ibmsecurity
[9] tina_tlt

Top Words in Tweet in G10:
[33] ibmresearch
[23] ibmcloud
[17] nasa_nas
[17] nasa_supercomp
[17] azure
[17] googlecloud
[17] ibmbluemixiaas
[17] olcfgov
[17] the_hindu
[16] thetimes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[142] ai,help
[127] aging,populations
[124] using,ai
[113] ocean,waves
[112] help,aging
[102] populations,live
[102] live,better
[100] ibmresearch,using
[89] 12,000
[88] waves,12

Top Word Pairs in Tweet in G1:
[42] happy,adalovelaceday
[42] adalovelaceday,celebrating
[42] celebrating,achievements
[42] achievements,women
[42] women,stem
[42] stem,pictured
[42] pictured,ibm's
[42] ibm's,brilliant
[41] ibmresearch,happy
[41] brilliant,ai

Top Word Pairs in Tweet in G2:
[115] ai,help
[110] aging,populations
[94] using,ai
[90] help,aging
[86] populations,live
[86] live,better
[74] ocean,waves
[61] waves,12
[61] 12,000
[61] 000,faster

Top Word Pairs in Tweet in G3:
[17] dei,dati
[12] da,ibmresearch
[10] blockchain,per
[10] contraffazione,dei
[10] dati,spazio
[10] spazio,temporali
[10] mitidellamura,blockchain
[9] così,ibmresearch
[9] artificialintelligence,helps
[9] helps,being

Top Word Pairs in Tweet in G4:
[14] ibmresearch,ai
[13] oggi,tutti
[13] tutti,possono
[13] possono,usare
[13] usare,gratuitamente
[13] gratuitamente,computer
[13] computer,quantistico
[13] quantistico,ibmresearch
[13] ibmresearch,indirizzo
[12] robertovjlla,oggi

Top Word Pairs in Tweet in G5:
[14] 16,qubit
[12] ibmq,quantumexperience
[12] quantumexperience,16
[12] qubit,device
[12] device,online
[12] online,now
[12] now,use
[12] use,qiskit
[12] qiskit,explore
[12] explore,real

Top Word Pairs in Tweet in G6:
[7] using,ai
[7] ai,help
[7] help,aging
[7] ocean,waves
[6] waves,12
[6] 12,000
[6] 000,faster
[5] ibm,ibmresearch
[5] ucsandiego,excited
[5] excited,partner

Top Word Pairs in Tweet in G7:
[25] going,ride
[25] ride,car
[25] car,securely
[25] securely,pay
[25] pay,charging
[25] charging,tolls
[25] tolls,parking
[25] parking,using
[25] using,blockchain
[25] blockchain,clever

Top Word Pairs in Tweet in G8:
[12] ibmresearch,ireland
[9] human,still
[9] still,needs
[9] needs,decide
[9] decide,ai
[9] ai,perfect
[9] perfect,vincentropy
[9] vincentropy,takes
[9] takes,q4q2017
[9] q4q2017,stage

Top Word Pairs in Tweet in G9:
[12] tina,taylor
[12] ceo,hstemcamps
[8] taylor,tina_tlt
[8] tina_tlt,ceo
[8] hstemcamps,talking
[8] talking,school
[8] school,going
[8] going,girls
[8] girls,grade
[8] grade,6

Top Word Pairs in Tweet in G10:
[18] ibmcloud,ibmresearch
[17] ibmresearch,nasa_nas
[17] nasa_nas,nasa_supercomp
[17] nasa_supercomp,azure
[17] azure,googlecloud
[17] googlecloud,ibmbluemixiaas
[17] ibmbluemixiaas,olcfgov
[17] olcfgov,the_hindu
[14] thetimes,ibmcloud
[5] quantum,computing

Top Replied-To
Top Replied-To in Entire Graph:
@ibmresearch
@thetimes
@nsacareers
@jeffbigham
@grady_booch
@fatherofdrag0ns
@maryamashoori
@ibm_southafrica
@ibm
@ucsandiego

Top Replied-To in G1:
@ibmresearch
@grady_booch
@fatherofdrag0ns
@sarcasticrofl
@chetan_cbe
@astrorobonaut
@zahedmirza
@evelinaemma
@ibmres_tokyo

Top Replied-To in G2:
@ibmresearch
@ucsandiego
@jeffwelser
@marvelouschaos

Top Replied-To in G3:
@ibmresearch
@maurizio_ragusa
@ibmwatson
@cdorso
@ibm

Top Replied-To in G4:
@ibmresearch
@maryamashoori

Top Replied-To in G5:
@msftresearch
@paulrteich

Top Replied-To in G7:
@teshsarah

Top Replied-To in G8:
@ibmresearch
@vincentropy

Top Replied-To in G9:
@ibm_southafrica
@solo_assefa
@ibmmea
@ibmsecurity
@nepttp

Top Replied-To in G10:
@thetimes
@ibmcloud
@ibm

Top Mentioned
Top Mentioned in Entire Graph:
@ibmresearch
@ibm
@ucsandiego
@mitidellamura
@ieeespectrum
@teshsarah
@computerhistory
@ibmaccess
@ucsdnews
@robertovjlla

Top Mentioned in G1:
@ibmresearch
@ibm_es
@ibm
@fatherofdrag0ns
@ieeespectrum
@sarcasticrofl
@ashleygritzman
@cnbcafrica
@ibm_japan
@ubs

Top Mentioned in G2:
@ibmresearch
@ucsandiego
@ibm
@ieeespectrum
@computerhistory
@ibmaccess
@ucsdnews
@coastw
@crblake

Top Mentioned in G3:
@mitidellamura
@ibmresearch
@ale_curioni
@ibmwatson
@ibmitalia
@sirmispa
@mit
@cla_ruffini
@maurizio_ragusa
@ibm

Top Mentioned in G4:
@ibmresearch
@robertovjlla
@fusionconfusion
@datapriestess
@ibm
@dharmendramodha
@dariogila
@s_vandebroek
@ieeeembs
@asoffer

Top Mentioned in G5:
@ibmresearch
@hanheepaik
@dariogila
@qiskit
@d4n__
@wouterdenayer
@msftresearch
@ibm
@paulrteich

Top Mentioned in G6:
@kimaeckert

Top Mentioned in G7:
@teshsarah
@ibmresearch
@eth_en
@physicsworld
@eth
@ieeespectrum
@ucsandiego
@wbelluomini

Top Mentioned in G8:
@ibmresearch
@vincentropy
@quest_4_quality
@ibm_in_ireland
@notredame
@siliconrepublic
@eetimes
@baylor
@raspberry_pi
@wbelluomini

Top Mentioned in G9:
@ibm_southafrica
@hstemcamps
@ibmresearch
@tina_tlt
@ibmmea
@techcrunch
@ibmsecurity
@tiyanitee
@geekulcha
@vivarepublic

Top Mentioned in G10:
@ibmresearch
@ibmcloud
@nasa_nas
@nasa_supercomp
@azure
@googlecloud
@ibmbluemixiaas
@olcfgov
@the_hindu
@ibmaot

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@nodenpm
@roomeezon
@sectest9
@alevergara78
@clairebotai
@itknowingness
@pvalsfr
@preppersilver
@biconnections

Top Tweeters in G1:
@itknowingness
@preppersilver
@dj_shaily
@rosenchild
@scrupulous2012
@technowornever
@tylerbarton27
@maniking0179
@bdsharmas
@putln

Top Tweeters in G2:
@roomeezon
@sectest9
@alevergara78
@clairebotai
@pvalsfr
@biconnections
@news24
@fcassia
@iotimelab
@utarsystems

Top Tweeters in G3:
@medicojunghiano
@italiastartup_
@s3cmas73r
@qcanapp
@smartmedrt
@karamat
@bitcoinitaliana
@ibmanalytics
@marcolorux
@ibmcommerce

Top Tweeters in G4:
@robre62
@sladegrantham
@njit
@scottscanlon
@usairforce
@taniapalme
@gioooxi
@echoinggreen
@granthamslade
@robertovjlla

Top Tweeters in G5:
@sciencertbot
@softwareguru1
@krewell
@scientific_me
@molecular_en
@boguta
@punditinc
@huawei
@robertogeek
@ieeerebootcomp

Top Tweeters in G6:
@nodenpm
@natosepia
@macgenio
@jaguilam2003
@fisica_geral
@vkozulya
@andrejbr
@bartzonneveld
@maierdominic1
@aosmak

Top Tweeters in G7:
@yashkverm
@johnjonny1
@fukubaya
@bertlatamore
@kalanialexandra
@kairocerere
@xxwisd0mxx
@aquiladc
@patti_vk
@physicsworld

Top Tweeters in G8:
@siliconrepublic
@todoenpcve
@josefreedomve
@rosmith11
@raspberry_pi
@notredame
@baylor
@eetimes
@anders_quitzau
@smlotzd

Top Tweeters in G9:
@techcrunch
@cybertaters
@tiyanitee
@geekulcha
@ibmsecurity
@dbe_sa
@abdullahalzakry
@ibmmea
@visitgauteng
@lizzientonjira

Top Tweeters in G10:
@the_hindu
@thetimes
@raftofwater
@developerworks
@ibmcloud
@_workingmother_
@ibmbluemixiaas
@azure
@youtube
@gregoryjgreben