iot bigdata, Twitter, 8/5/2020 12:32:59 PM, 231914


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iot bigdata_2020-08-05_04-48-01.xlsx
iot bigdata_2020-08-05_04-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
iot bigdata via NodeXL https://bit.ly/3i85RQj
@gp_pulipaka
@ronald_vanloon
@chidambara09
@kirkdborne
@ingliguori
@websecurityit
@datasciencebot_
@anvith64518557
@techtrendingnow
@arnabch01

Top hashtags:
#bigdata
#iot
#datascience
#ai
#analytics
#machinelearning
#iiot

Description:
Description
The graph represents a network of 1,878 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 August 2020 at 11:59 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 7-hour, 2-minute period from Sunday, 02 August 2020 at 16:53 UTC to Tuesday, 04 August 2020 at 23:55 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 : 1878
Unique Edges : 2504
Edges With Duplicates : 15874
Total Edges : 18378
Number of Edge Types : 5
Retweet : 6954
MentionsInRetweet : 9374
Mentions : 1245
Tweet : 789
Replies to : 16
Self-Loops : 1118
Reciprocated Vertex Pair Ratio : 0.0117953165654814
Reciprocated Edge Ratio : 0.0233156180353163
Connected Components : 39
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 1802
Maximum Edges in a Connected Component : 18285
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.43202
Graph Density : 0.00165474895645568
Modularity : 0.21812
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,878 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 August 2020 at 11:59 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 7-hour, 2-minute period from Sunday, 02 August 2020 at 16:53 UTC to Tuesday, 04 August 2020 at 23:55 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 : iot bigdata
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:
[119] https://www.programming-hero.com/
[97] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[41] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[38] https://www.linkedin.com/pulse/mystique-team-paul-eder-phd-pmp
[34] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231715
[31] https://www.jadirectives.com/best-artificial-intelligence-courses-online/
[28] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[28] https://www.programming-hero.com/blog/10-Facts-You-Didn%E2%80%99t-Know-About-Python-Programming.html
[27] https://www.datasciencecentral.com/profiles/blogs/6448529:BlogPost:961736
[26] https://www.analyticsinsight.net/10-most-promising-iot-startups-to-watch-in-2020/

Top URLs in Tweet in G1:
[115] https://www.programming-hero.com/
[34] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231715
[27] https://www.jadirectives.com/best-artificial-intelligence-courses-online/
[26] https://www.programming-hero.com/blog/10-Facts-You-Didn%E2%80%99t-Know-About-Python-Programming.html
[25] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[19] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[19] https://connectedworld.com/making-a-mockery-of-u-s-in-stem/
[18] https://www.couponed12.com/2020/08/mastering-aws-glue-quicksight-athena.html
[17] https://www.youtube.com/watch?v=xumx-_FGLaU


Top URLs in Tweet in G2:
[13] https://www.aisoma.de/4-recommended-books-on-ai-ethics-and-ai-philosophy/
[12] http://www.intelligentworld.institute/LandingPageUTM?eid=6e9f0981769aa13d11923261a38f8e1180fb8fd6a0915058f734018473cacca2782d5d34f8a8a9f9384b01d041dd7dee2f30913ccf2c15598941d90a92c1b7c0
[10] https://techcrunch.com/2020/08/02/ai-is-struggling-to-adjust-to-2020/
[10] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[10] https://www.iotforall.com/6-examples-5g-improve-iot-deployments/
[8] https://www.globalgovernmentforum.com/council-of-europe-starts-work-on-legally-binding-ai-treaty/
[8] https://www.bloomberg.com/tosv2.html?vid=&uuid=915fa680-d30a-11ea-83fd-67c7e13bdbc8&url=L25ld3MvbmV3c2xldHRlcnMvMjAyMC0wNy0yNC9haS1zYXlzLW1lbi1hcmUtbGF6eQ==
[7] https://www.analyticsinsight.net/10-most-promising-iot-startups-to-watch-in-2020/
[6] https://blog.atheerair.com/ar-ai-and-iiot-empower-front-line-teams
[6] https://www.unite.ai/ai-used-to-monitor-health-of-coral-reefs-and-detect-ocean-trash-pollution/

Top URLs in Tweet in G3:
[2] https://www.theinsaneapp.com/2020/08/free-data-science-deep-learning-python-ebooks.html
[2] https://www.hackerearth.com/blog/developers/top-13-must-read-machine-learning-books-for-beginners-free/
[2] https://www.csail.mit.edu/news/algorithm-finds-hidden-connections-between-paintings-met
[2] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[2] https://jailbreakicloud.com/bypass-icloud-activation-lock-fix-sim-untethered-meid-iphones-on-ios-13-6/
[2] https://capitalhblog.deloitte.com/2020/08/04/often-intangible-always-invaluable-culture-diligence-in-ma/
[1] https://analyticsindiamag.com/image-feature-extraction-using-scikit-image-a-hands-on-guide/
[1] https://medium.com/cantors-paradise/physics-puzzles-a-pebble-thrown-in-the-air-63c1f84f86bf
[1] https://www.biorxiv.org/content/10.1101/491381v3
[1] https://ocw.mit.edu/courses/mathematics/18-01sc-single-variable-calculus-fall-2010/

Top URLs in Tweet in G4:
[13] https://www.datasciencecentral.com/profiles/blogs/6448529:BlogPost:961736
[7] https://searchcio.techtarget.com/feature/6-cognitive-automation-use-cases-in-the-enterprise
[7] https://www.analyticbridge.datasciencecentral.com/profiles/blogs/graph-analytics-to-reinforce-anti-fraud-programs
[7] https://engage.bah.com/Article/Redirect/82342726-ed4b-4736-9231-5c9917191097?uc=30185&g=c0e437ed-268a-495a-8d61-460282f1e48d&f=146173
[6] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-august-3-1
[5] https://www.iotworldtoday.com/2019/11/17/iot-putting-the-smart-into-smart-cities/
[4] https://rossdawson.com/blog/timeline-emerging-science-technology-visual-framework/
[4] https://www.techrepublic.com/article/surge-in-real-time-big-data-and-iot-analytics-is-changing-corporate-thinking/
[3] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[3] https://engage.bah.com/Article/Redirect/1631be87-81d5-47f5-b602-242928a57110?uc=30185&g=bdb41788-89c9-41da-b4c3-0a7c79b28470&f=58942

Top URLs in Tweet in G5:
[6] https://www.forbes.com/sites/louiscolumbus/2020/08/02/32-of-it-budgets-will-be-dedicated-to-the-cloud-by-2021/
[5] http://bigdataanalyticsnews.com/25-java-machine-learning-tools-libraries/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231826
[4] https://www.bundlenews.co/detail/9870ec73-9819-4bf5-88cc-273ebc6c4683?l=1
[3] https://www.cogneesol.com/blog/digital-transformation-in-insurance-industry
[3] https://www.jadirectives.com/best-artificial-intelligence-courses-online/
[3] http://bigdataanalyticsnews.com/15-important-case-studies-big-data/
[3] https://www.analyticsinsight.net/10-most-promising-iot-startups-to-watch-in-2020/
[3] https://dan.com/buy-domain/machinelearningco.com?redirected=true&tld=com
[2] https://www.ft.com/content/ac12f5b6-46a1-40fe-b262-27ec505126e5

Top URLs in Tweet in G6:
[47] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[9] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[7] https://techcrunch.com/2020/07/16/eu-antitrust-lawmakers-kick-off-iot-deep-dive-to-follow-the-data-flows/
[4] https://towardsdatascience.com/building-the-future-of-data-science-d5587a402e42
[3] https://www2.deloitte.com/us/en/insights/focus/technology-and-the-future-of-work/evolution-of-work-seven-new-realities.html
[2] https://insights.ai-jobs.net/mlops-the-new-mantra-for-businesses-in-the-ai-and-ml-game/
[2] https://arcweb.com/technology-evaluation-and-selection/industrial-internet-things-iot-edge-software-platforms?_cldee=Yy5qaXBlbkB0ZXNzYS5jb20udXk%3D&recipientid=contact-8427f9003353ea11a812000d3a1bb7bb-9d96c26ec87f4b9fb76bba43f737a44b&esid=0a82d999-f0ac-ea11-a813-000d3a8c954b
[2] https://cio.com.br/tag/inteligencia-artificial/
[1] https://www.datasciencecentral.com/page/search?q=predictive+modeling
[1] https://ssidecisions.com/case-study/ires-gmbh

Top URLs in Tweet in G7:
[29] https://www.linkedin.com/pulse/mystique-team-paul-eder-phd-pmp
[19] https://www.fiverr.com/sajonofficial/remove-background-removal-transparent-png-photoshop?gig_id=105655421&utm_campaign=gigs_show_from_share_manage_gigs&utm_content=&utm_medium=shared&utm_source=twitter&utm_term=&view=gig
[7] https://www.coachmee.com/post/the-2020-instagram-stories-benchmark-report
[7] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[3] Demand
[3] https://www.jadirectives.com/best-python-tutorial-online/
[1] https://www.amazon.com/Firestarters-Innovators-Instigators-Initiators-Inspire/dp/1633883477/ref=redir_mobile_desktop/140-5740006-8076716?ie=UTF8&%2AVersion%2A=1&%2Aentries%2A=0
[1] https://twitter.com/mob_ind/status/1177831957876613120?s=21
[1] https://www.linkedin.com/posts/dietmar-gollnick-2755646a_das-ist-das-was-eigentlich-eine-binsenweisheit-activity-6566753705171922944-CZN6
[1] https://www.youtube.com/watch?v=qDnLRptztsg&app=desktop


Top URLs in Tweet in G8:
[1] https://www.unicef-irc.org/publications/pdf/Evolving-Epidemiologic-Clinical-Picture-SARS-CoV2-COVID-19-Children-Young-People.pdf
[1] https://sciencedirect.com/science/article/abs/pii/S1521661620302837?via%3Dihub
[1] https://www.sciencedirect.com/science/article/pii/S1074761320303137
[1] https://medicalxpress.com/news/2020-08-treatment-option-rare-genetic-disorder.html
[1] https://kr-asia.com/putting-the-venture-in-adventure

Top URLs in Tweet in G10:
[1] https://t.me/getrichwithmandygroupchat
[1] https://docs.google.com/forms/d/102J7v-HyR2wRhqS9ULEsnXiua2oFr9tx2P_9jk_bnvQ/edit
[1] https://geeq.io/explainer-defi/
[1] https://geeq.io/jun-capital-geeq/
[1] https://geeq.io/people/
[1] https://geeq.io/geeq-token-generation-event/
[1] https://geeq.io/blog-meet-team-3/

Top Domains
Top Domains in Tweet in Entire Graph:
[395] 5stocksinto.com
[156] programming-hero.com
[140] medium.com
[138] forbes.com
[136] jadirectives.com
[131] datasciencecentral.com
[117] twitter.com
[79] iotbigdatajobs.com
[70] linkedin.com
[70] bah.com

Top Domains in Tweet in G1:
[392] 5stocksinto.com
[150] programming-hero.com
[118] jadirectives.com
[104] twitter.com
[103] forbes.com
[69] iotbigdatajobs.com
[68] datasciencecentral.com
[60] globalbigdataconference.com
[55] medium.com
[52] analyticsinsight.net

Top Domains in Tweet in G2:
[18] medium.com
[13] aisoma.de
[12] forbes.com
[12] intelligentworld.institute
[12] iotforall.com
[11] techcrunch.com
[11] datasciencecentral.com
[8] globalgovernmentforum.com
[8] bloomberg.com
[7] technative.io

Top Domains in Tweet in G3:
[10] analyticsindiamag.com
[9] medium.com
[8] towardsdatascience.com
[4] mit.edu
[3] datasciencecentral.com
[2] machinelearningmastery.com
[2] forbes.com
[2] github.com
[2] datanami.com
[2] theinsaneapp.com

Top Domains in Tweet in G4:
[44] datasciencecentral.com
[32] bah.com
[20] techtarget.com
[8] iotworldtoday.com
[8] amazon.com
[8] humaci.com
[7] iotforall.com
[6] techrepublic.com
[4] rossdawson.com
[4] dy.si

Top Domains in Tweet in G5:
[13] forbes.com
[10] iotbigdatajobs.com
[10] bigdataanalyticsnews.com
[7] nodexlgraphgallery.org
[7] medium.com
[7] dan.com
[5] bundlenews.co
[5] jadirectives.com
[4] analyticsinsight.net
[3] twitter.com

Top Domains in Tweet in G6:
[47] medium.com
[9] ubuntupit.com
[7] techcrunch.com
[4] towardsdatascience.com
[3] deloitte.com
[2] ai-jobs.net
[2] arcweb.com
[2] com.br
[2] forbes.com
[1] datasciencecentral.com

Top Domains in Tweet in G7:
[30] linkedin.com
[19] fiverr.com
[10] jadirectives.com
[7] coachmee.com
[3] voltdb.com
[2] twitter.com
[2] forbes.com
[2] datasciencecentral.com
[1] amazon.com
[1] youtube.com

Top Domains in Tweet in G8:
[2] sciencedirect.com
[1] unicef-irc.org
[1] medicalxpress.com
[1] kr-asia.com

Top Domains in Tweet in G10:
[5] geeq.io
[1] t.me
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5493] bigdata
[4379] iot
[4316] datascience
[4130] ai
[3814] analytics
[3226] machinelearning
[2534] iiot
[2516] python
[1853] rstats
[876] artificialintelligence



Top Hashtags in Tweet in G1:
[3892] bigdata
[3145] datascience
[2929] ai
[2846] analytics
[2845] iot
[2348] machinelearning
[1746] python
[1663] iiot
[1237] rstats
[669] artificialintelligence

Top Hashtags in Tweet in G2:
[450] iot
[409] bigdata
[328] ai
[223] datascience
[176] machinelearning
[174] analytics
[146] iiot
[110] fintech
[102] artificialintelligence
[100] python

Top Hashtags in Tweet in G3:
[596] bigdata
[581] analytics
[553] datascience
[525] iot
[505] python
[490] iiot
[411] rstats
[397] ai
[382] machinelearning
[183] tensorflow

Top Hashtags in Tweet in G4:
[199] bigdata
[172] iot
[168] ai
[158] datascience
[138] machinelearning
[134] iiot
[92] iotpl
[60] analytics
[55] digitaltransformation
[53] python

Top Hashtags in Tweet in G5:
[155] bigdata
[154] ai
[152] iot
[81] datascience
[63] machinelearning
[48] analytics
[44] artificialintelligence
[37] ml
[32] python
[30] rstats

Top Hashtags in Tweet in G6:
[100] datascience
[85] bigdata
[82] iot
[56] digitaltransformation
[55] machinelearning
[54] analytics
[54] ai
[48] iiot
[46] infographic
[36] python

Top Hashtags in Tweet in G7:
[41] twowayradio
[41] energiewende
[41] smartmeter
[41] imsys
[41] eeg
[41] smartgrid
[41] grid
[41] strom
[41] stromnetz
[41] stadtwerke

Top Hashtags in Tweet in G8:
[12] bigdata
[10] technology
[9] rarediseases
[9] artificialintelligence
[8] tech
[8] codenewbies
[7] autoimmune
[7] iot
[5] openscience
[5] immunology

Top Hashtags in Tweet in G9:
[3] goodvibes
[3] ai
[3] ml
[3] bigdata
[3] cloud
[3] iot
[3] hpc
[3] robotics
[3] programmer
[3] enjoy

Top Hashtags in Tweet in G10:
[14] blockchain
[7] bigdata
[7] iot
[6] honest
[6] trust
[5] defi
[3] ecosystem
[3] flexible
[3] secure
[2] finance

Top Words
Top Words in Tweet in Entire Graph:
[5493] #bigdata
[4379] #iot
[4316] #datascience
[4130] #ai
[3814] #analytics
[3226] #machinelearning
[2534] #iiot
[2516] #python
[2224] gp_pulipaka
[1853] #rstats

Top Words in Tweet in G1:
[3892] #bigdata
[3145] #datascience
[2929] #ai
[2846] #analytics
[2845] #iot
[2348] #machinelearning
[1746] #python
[1663] #iiot
[1518] gp_pulipaka
[1237] #rstats

Top Words in Tweet in G2:
[450] #iot
[409] #bigdata
[328] #ai
[223] #datascience
[207] gt
[191] ronald_vanloon
[176] #machinelearning
[174] #analytics
[146] #iiot
[125] fisher85m

Top Words in Tweet in G3:
[596] #bigdata
[581] #analytics
[553] #datascience
[525] #iot
[505] #python
[490] #iiot
[469] gp_pulipaka
[411] #rstats
[397] #ai
[382] #machinelearning

Top Words in Tweet in G4:
[199] #bigdata
[172] #iot
[168] #ai
[158] #datascience
[138] #machinelearning
[134] #iiot
[110] kirkdborne
[92] #iotpl
[60] #analytics
[55] #digitaltransformation

Top Words in Tweet in G5:
[155] #bigdata
[154] #ai
[152] #iot
[81] #datascience
[63] #machinelearning
[48] #analytics
[44] #artificialintelligence
[37] #ml
[36] enricomolinari
[32] #python

Top Words in Tweet in G6:
[205] ingliguori
[100] #datascience
[85] #bigdata
[82] #iot
[56] #digitaltransformation
[55] #machinelearning
[55] data
[54] #analytics
[54] #ai
[50] business

Top Words in Tweet in G7:
[68] matters
[42] lt
[42] gt
[42] #
[41] 2ndinfra
[41] #twowayradio
[41] #energiewende
[41] #smartmeter
[41] #imsys
[41] #eeg

Top Words in Tweet in G8:
[22] primary_immune
[12] #bigdata
[10] immune
[10] #technology
[9] axiomatic
[9] understand
[9] basic
[9] biological
[9] processes
[9] study

Top Words in Tweet in G9:
[3] sminaev2015
[3] frisesally
[3] marinella_maria
[3] mariangelasant8
[3] angelicagallegs
[3] yukarikingdom18
[3] mhall55nine
[3] eoff_sylvia
[3] semicvet50
[3] brindusab1

Top Words in Tweet in G10:
[74] geeq
[34] jun
[34] capital
[34] joins
[34] geeqofficial
[18] strategic
[18] advisors
[17] pleased
[17] announce
[17] family

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3524] #bigdata,#analytics
[3034] #analytics,#datascience
[2370] #iot,#iiot
[2361] #datascience,#ai
[2059] #ai,#machinelearning
[1575] #python,#rstats
[1396] #machinelearning,#iot
[1282] #iiot,#python
[658] #rstats,#tensorflow
[599] #ai,#iot

Top Word Pairs in Tweet in G1:
[2636] #bigdata,#analytics
[2330] #analytics,#datascience
[1783] #datascience,#ai
[1596] #iot,#iiot
[1517] #ai,#machinelearning
[1054] #python,#rstats
[1021] #machinelearning,#iot
[887] #iiot,#python
[424] #rstats,#tensorflow
[386] #ai,#iot

Top Word Pairs in Tweet in G2:
[142] #bigdata,#analytics
[136] gt,gt
[130] #iot,#bigdata
[115] #analytics,#datascience
[112] #iot,#iiot
[96] #ai,#machinelearning
[90] #datascience,#ai
[72] #ai,#iot
[69] #python,#rstats
[60] #machinelearning,#iot

Top Word Pairs in Tweet in G3:
[581] #bigdata,#analytics
[489] #iot,#iiot
[461] #analytics,#datascience
[366] #python,#rstats
[356] #datascience,#ai
[298] #ai,#machinelearning
[272] #iiot,#python
[238] #machinelearning,#iot
[181] #rstats,#tensorflow
[132] #iiot,#pytorch

Top Word Pairs in Tweet in G4:
[90] #iot,#iiot
[76] #bigdata,#datascience
[73] #ai,#machinelearning
[69] #iiot,#iotpl
[65] #datascience,#ai
[50] #bigdata,#analytics
[43] #analytics,#datascience
[40] use,cases
[39] content,#datascientists
[39] #datascientists,datasciencectrl

Top Word Pairs in Tweet in G5:
[46] #ai,#iot
[31] #bigdata,#analytics
[27] #iot,#bigdata
[23] #analytics,#datascience
[21] #ai,#machinelearning
[21] #usa,#canada
[21] #canada,#london
[19] #datascience,#machinelearning
[18] #bigdata,#iot
[17] #london,#australia

Top Word Pairs in Tweet in G6:
[49] ingliguori,#digitaltransforma
[47] #datascience,business
[47] business,map
[47] map,tool
[47] tool,data
[47] data,science
[47] science,projects
[47] projects,ingliguori
[46] ingliguori,#datascience
[44] ingliguori,#digitaltransformation

Top Word Pairs in Tweet in G7:
[41] lt,#twowayradio
[41] #twowayradio,#energiewende
[41] #energiewende,#smartmeter
[41] #smartmeter,#imsys
[41] #imsys,#eeg
[41] #eeg,#smartgrid
[41] #smartgrid,#grid
[41] #grid,#strom
[41] #strom,#stromnetz
[41] #stromnetz,#stadtwerke

Top Word Pairs in Tweet in G8:
[9] axiomatic,understand
[9] understand,basic
[9] basic,biological
[9] biological,processes
[9] processes,study
[9] study,rarest
[9] rarest,#rarediseases
[9] #rarediseases,immunology
[8] primary_immune,axiomatic
[8] immunology,beyon

Top Word Pairs in Tweet in G9:
[3] sminaev2015,frisesally
[3] frisesally,marinella_maria
[3] marinella_maria,mariangelasant8
[3] mariangelasant8,angelicagallegs
[3] angelicagallegs,yukarikingdom18
[3] yukarikingdom18,mhall55nine
[3] mhall55nine,eoff_sylvia
[3] semicvet50,brindusab1
[3] pasqualetotaro,dianadep1
[3] yebosfaye,biagio960

Top Word Pairs in Tweet in G10:
[34] jun,capital
[34] capital,joins
[34] joins,geeq
[18] strategic,advisors
[17] geeq,strategic
[17] advisors,geeq
[17] geeq,pleased
[17] pleased,announce
[17] announce,jun
[17] geeq,family

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@patri_vaquero_
@ronald_vanloon
@5stocksinto
@ingliguori
@thejupaul
@sarthak_300
@cdwgwagov
@fisher85m

Top Mentioned in G1:
@gp_pulipaka
@patri_vaquero_
@5stocksinto
@kirkdborne
@thejupaul
@sarthak_300
@cdwgwagov
@programmingbea2
@mnaotech
@chidambara09

Top Mentioned in G2:
@ronald_vanloon
@fisher85m
@gp_pulipaka
@mikequindazzi
@antgrasso
@fabriziobustama
@kirkdborne
@ipfconline1
@andi_staub
@spirosmargaris

Top Mentioned in G3:
@gp_pulipaka
@patri_vaquero_
@rachelevagordon
@analyticsindiam
@mit_csail
@programmingbea2
@dayus4heaven
@startgrowthhack
@usatoday
@arikpouka

Top Mentioned in G4:
@kirkdborne
@datasciencectrl
@gp_pulipaka
@boozallen
@ingliguori
@iotworldtoday
@intel
@r_demidchuk
@sap
@vxchnge

Top Mentioned in G5:
@chidambara09
@enricomolinari
@gp_pulipaka
@techamazing
@iotbigdatajobs
@smartcityexpo
@hellobluedot
@dahuahq
@nvidiaai

Top Mentioned in G6:
@ingliguori
@gp_pulipaka
@r_demidchuk
@tamaramccleary
@antgrasso
@ronald_vanloon
@kirkdborne
@patri_vaquero_
@deloitte
@schmarzo

Top Mentioned in G7:
@2ndinfra
@ceo_branding
@sajonjoy
@jamilahmed_16
@digitalmktnghub
@gp_pulipaka
@dsmeu
@thejupaul
@ronald_vanloon
@voltdb

Top Mentioned in G8:
@primary_immune
@sarthak_300
@influencerprom1
@itakethelead
@365surmarius
@themrblueprint
@mrkmrkmoh
@mariussou
@kiyotaka_1991
@blackwomeninai

Top Mentioned in G9:
@frisesally
@marinella_maria
@mariangelasant8
@angelicagallegs
@yukarikingdom18
@mhall55nine
@eoff_sylvia
@semicvet50
@brindusab1
@pasqualetotaro

Top Mentioned in G10:
@geeqofficial
@mandyb675
@uniswapprotocol
@whitecrowcrypto

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@easy_branches
@huskorkut
@javascriptd
@monicasloves
@ejlazar
@chidambara09
@mhall55nine
@cybersec_feeds

Top Tweeters in G1:
@sectest9
@paoloigna1
@javascriptd
@mhall55nine
@cybersec_feeds
@aaroncuddeback
@gambiste1
@iam__network
@indiatoday
@thomasclone

Top Tweeters in G2:
@evankirstel
@itknowingness
@business
@santchiweb
@fintechna
@gordontredgold
@bot_innovation
@johnapp63499667
@valaafshar
@marshacollier

Top Tweeters in G3:
@o_g_log
@hectorsmx
@herosmoraes
@xzpwedvhhh37i3c
@wordfinga
@abdoul_official
@johnniemaebrown
@ashot_
@cidrimcidrim
@ptashokkiradoo

Top Tweeters in G4:
@dirac7
@ham_gretsky
@mariuskarma
@trovolavorobiz
@losagitados
@kirkdborne
@serpil_ozguven
@jeffreyawillia4
@tiagoooliveira
@angelinux3000

Top Tweeters in G5:
@chidambara09
@swissbusiness
@learn__together
@a_abdulaziz_a
@fmfrancoise
@engadget
@startzai
@leimer
@salhaj
@pakay20

Top Tweeters in G6:
@stefan_laurell
@yvesmulkers
@btptechsearch
@silentseawolf
@preciso_com
@dinisguarda
@mary_b_68
@robotconsumer
@alternative200
@tamaramccleary

Top Tweeters in G7:
@ottlegalrebels
@smoothsale
@donaldndoro
@jesirok
@ennomnom
@majorexxt
@callmenickwoods
@urbansqr
@melissablive
@bigdata_fr

Top Tweeters in G8:
@easy_branches
@femtech_
@stevekrohn
@janankerstjerne
@edaccessible
@themrblueprint
@beverleyglazer
@franzrusso
@itakethelead
@topcybernews

Top Tweeters in G9:
@huskorkut
@monicasloves
@ejlazar
@nieuwemarlean
@jilliemary
@marienassar_
@peac4love
@luisam56_
@mojobag4u
@brindusab1

Top Tweeters in G10:
@krutlara
@__btc__bbb
@iamdeadlyz
@crypto_age
@sinancambaz
@complicatedisok
@imcryptoeren
@bitstern
@mandyb675
@whitecrowcrypto