predictive analytics, Twitter, 11/14/2021 11:28:42 AM, 266200


FAQ | Problem?

predictive analytics_2021-11-13_21-56-56.xlsx
predictive analytics_2021-11-13_21-56-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2021
Short Description:
predictive analytics via NodeXL https://bit.ly/3qAbBK5
@this0499154500
@ceo_aisoma
@hubofml
@oracle
@kayvonpaul
@ipfconline1
@ml_tweet_bot
@satyajit1910
@dirkvandenpoel
@chidambara09

Top hashtags:
#ai
#predictiveanalytics
#analytics
#datascience
#machinelearning

Description:
Description
The graph represents a network of 2,169 Twitter users whose tweets in the requested range contained "predictive analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 14 November 2021 at 06:02 UTC.

The requested start date was Sunday, 14 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 30-minute period from Sunday, 31 October 2021 at 01:01 UTC to Sunday, 14 November 2021 at 00:32 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 : 2169
Unique Edges : 1518
Edges With Duplicates : 2429
Total Edges : 3947
Number of Edge Types : 5
Retweet : 968
MentionsInRetweet : 1255
Tweet : 961
Replies to : 159
Mentions : 604
Self-Loops : 988
Reciprocated Vertex Pair Ratio : 0.0230642504118616
Reciprocated Edge Ratio : 0.0450885668276973
Connected Components : 767
Single-Vertex Connected Components : 497
Maximum Vertices in a Connected Component : 600
Maximum Edges in a Connected Component : 1663
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.770789
Graph Density : 0.000396181347705593
Modularity : 0.524443
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,169 Twitter users whose tweets in the requested range contained "predictive analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 14 November 2021 at 06:02 UTC.

The requested start date was Sunday, 14 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 30-minute period from Sunday, 31 October 2021 at 01:01 UTC to Sunday, 14 November 2021 at 00:32 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 : predictive analytics
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:
[127] https://blogs.cisco.com/networking/5-things-you-should-know-about-predictive-analytics-in-networking
[42] https://www.aitrends.com/predictive-analytics/predictive-maintenance-proving-out-as-successful-ai-use-case/
[32] https://www.engati.com/blog/predictive-analytics?utm_source=backlink&utm_medium=predictive-analytics-blog&utm_campaign=social-media-backlink
[28] https://www.udacity.com/scholarships/oneten-bit-scholarship
[21] https://autoly.in/
[20] https://blog.revolutionanalytics.com/2014/01/the-fourier-transform-explained-in-one-sentence.html
[18] https://www.datasciencecentral.com/xn/detail/6448529:BlogPost:1076026
[16] https://healthcareglobal.com/technology-and-ai/predictive-cybersecurity-diagnosis-healthcare
[14] https://healthitanalytics.com/
[14] https://healthitanalytics.com/news/machine-learning-uses-predictive-analytics-for-suicide-prevention

Top URLs in Tweet in G1:
[121] https://blogs.cisco.com/networking/5-things-you-should-know-about-predictive-analytics-in-networking
[23] https://www.aitrends.com/predictive-analytics/predictive-maintenance-proving-out-as-successful-ai-use-case/
[7] https://www.technologyrecord.com/Article/unleashing-the-power-of-predictive-analytics-with-microsoft-azure-126794
[7] https://healthitanalytics.com/news/machine-learning-predictive-analytics-determine-drug-response
[7] https://healthitanalytics.com/
[6] https://www.enterprisetimes.co.uk/2021/10/20/enveyo-launches-customer-delivery-experience-management-software-alerting/
[6] https://www.apexofinnovation.com/3-ways-predictive-analytics-is-transforming-insurance?utm_source=twitter&utm_medium=social&utm_campaign=predict-advocacy
[6] https://healthitanalytics.com/news/machine-learning-uses-predictive-analytics-for-suicide-prevention
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fan-introduction-to-decision-trees-and-predictive-analytics-92924a8a77e7
[4] https://twinybots.ch/

Top URLs in Tweet in G2:
[12] https://econsultancy.com/what-is-predictive-analytics-and-what-are-its-main-uses-for-marketers/
[11] https://www.marketingaiinstitute.com/blog/ai-for-predictive-analytics
[9] https://www.engati.com/blog/predictive-analytics?utm_source=backlink&utm_medium=predictive-analytics-blog&utm_campaign=social-media-backlink
[8] https://biztechmagazine.com/article/2020/03/guide-predictive-analytics-retail-perfcon
[6] https://healthitanalytics.com/
[6] https://www.datacamp.com/courses/intermediate-predictive-analytics-in-python?irclickid=&irgwc=1&%3D
[5] https://dzone.com/articles/complete-guide-to-predictive-analytics-and-big-dat
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265703
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265158
[3] https://www.datacamp.com/courses/introduction-to-predictive-analytics-in-python?irclickid=&irgwc=1

Top URLs in Tweet in G3:
[17] https://www.datasciencecentral.com/xn/detail/6448529:BlogPost:1076026
[17] https://blog.revolutionanalytics.com/2014/01/the-fourier-transform-explained-in-one-sentence.html
[16] https://healthcareglobal.com/technology-and-ai/predictive-cybersecurity-diagnosis-healthcare
[13] https://www.aitrends.com/predictive-analytics/predictive-maintenance-proving-out-as-successful-ai-use-case/
[8] https://www.datasciencecentral.com/profiles/blogs/predictive-analytics-role-it-plays-in-real-estate-sector
[7] https://iknowfirst.com/top-high-short-interest-stocks-based-on-predictive-analytics-returns-up-to-23-21-in-3-days
[6] https://twinybots.ch/
[5] https://iknowfirst.com/cryptocurrencies-predictions-based-on-predictive-analytics-returns-up-to-65-7-in-3-months
[4] https://healthitanalytics.com/news/machine-learning-uses-predictive-analytics-for-suicide-prevention
[3] https://www.himss.org/resources/top-trends-big-data-healthcare

Top URLs in Tweet in G5:
[12] https://www.morningbrew.com/hr/stories/2021/11/03/how-companies-use-predictive-analytics-to-get-ahead-of-union-drives
[3] https://grjenkin.com/articles/category/predictive-analytics/705774/11/06/2021/successful-artificial-intelligence-is-going-to-take-a-lot-of-work-and-data
[3] https://salestechstar.com/predictive-ai-artificial-intelligence/noogata-launches-ai-location-analytics-library-for-bricks-mortar-insights/
[3] https://salestechstar.com/predictive-analytics/cgs-named-to-top-20-it-training-companies-list-for-2021-by-training-industry/
[2] https://www.wolterskluwer.com/en/expert-insights/checklist-predictive-intelligence-bpf
[2] https://tmrconsult.com/.../microsoft-dynamics-365-supply
[2] https://www.cxotoday.com/press-release/transform-data-into-insights-with-predictive-analytics/
[2] https://blogs.cisco.com/networking/5-things-you-should-know-about-predictive-analytics-in-networking
[1] https://www.militarytimes.com/veterans/2021/10/28/va-implements-new-artificial-intelligence-strategy-to-improve-veteran-care/
[1] https://www.bakingbusiness.com/articles/55013-pepsico-centralizing-digital-innovation

Top URLs in Tweet in G6:
[9] https://techspective.net/2021/11/01/the-critical-role-of-predictive-analytics-in-insurance/
[5] https://www.aitrends.com/predictive-analytics/predictive-maintenance-proving-out-as-successful-ai-use-case/
[5] https://www.linkedin.com/posts/kopjesland_quantumcomputing-ai-quantumcomputers-activity-6864966688979468288-sdbD
[4] https://cio.economictimes.indiatimes.com/news/business-analytics/how-is-predictive-analytics-putting-supply-chain-function-on-the-map/87585730
[3] https://www.datanami.com/2021/11/11/is-quantum-computing-the-future-of-ai/?utm_source=rss&utm_medium=rss&utm_campaign=is-quantum-computing-the-future-of-ai
[3] https://www.datasciencecentral.com/xn/detail/6448529:BlogPost:1076026?utm_source=dlvr.it&utm_medium=twitter
[3] https://analyticsweek.com/predictive-analytics-the-power-to-predict-who-will-click-buy-lie-or-die/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=predictive-analytics-the-power-to-predict-who-will-click-buy-lie-or-die
[3] https://prevedere.com/wp-content/uploads/2021/10/Prevedere-ERIN-Platform-Datasheet-1.pdf
[2] https://www.datanami.com/2021/11/01/cerebras-hits-the-accelerator-for-deep-learning-workloads/?utm_source=rss&utm_medium=rss&utm_campaign=cerebras-hits-the-accelerator-for-deep-learning-workloads
[2] https://www.datanami.com/2021/11/08/andrew-ngs-computer-vision-startup-nabs-57-million/?utm_source=rss&utm_medium=rss&utm_campaign=andrew-ngs-computer-vision-startup-nabs-57-million

Top URLs in Tweet in G8:
[28] https://www.udacity.com/scholarships/oneten-bit-scholarship
[1] https://www.udacity.com/scholarships/oneten-bit-scholarship?bsft_aaid=affd8710-61ff-4001-baca-1d4a7303381d&bsft_eid=8315e93d-2af3-405d-83e1-bf0e4116f5e2&utm_campaign=sch_600_2021-11-09_ndxxx_oneten-announcement_global&utm_source=blueshift&utm_medium=email&utm_content=sch_600_2021-10-14_ndxxx_oneten-announcement_global&bsft_clkid=7663f64e-34fe-4ed1-bf0a-d5c1583f8e02&bsft_uid=06ca954b-06db-4ad9-9804-da26376b5a35&bsft_mid=2db07f46-66e5-46ca-aa78-836dce479fac&bsft_txnid=86f6ced2-15dd-4482-ba37-558f2db44ee0&bsft_mime_type=html&bsft_ek=2021-11-09T19%3A02%3A52Z&bsft_lx=4&bsft_tv=81

Top URLs in Tweet in G9:
[2] users),Global
[2] https://healthitanalytics.com/news/machine-learning-predictive-analytics-determine-drug-response
[2] https://www.wolterskluwer.com/en/expert-insights/checklist-predictive-intelligence-bpf
[2] https://twitter.com/i/broadcasts/1rmxPgWRabYJN
[1] https://aws.amazon.com/sports/bundesliga/?sc_channel=sm&sc_campaign=Sports-Marketing&sc_publisher=TWITTER&sc_country=Global,Global
[1] (Public
[1] Sector
[1] Users),Global
[1] (EMEA
[1] (APAC

Top URLs in Tweet in G10:
[6] https://www.washingtonpost.com/outlook/next-normal-algorithms-college/2021/11/12/366fe8dc-4264-11ec-a3aa-0255edc02eb7_story.html
[1] https://unesdoc.unesco.org/ark:/48223/pf0000379707

Top Domains
Top Domains in Tweet in Entire Graph:
[127] cisco.com
[46] healthitanalytics.com
[44] linkedin.com
[43] aitrends.com
[42] datasciencecentral.com
[39] marketbeam.io
[33] twitter.com
[32] engati.com
[30] udacity.com
[28] dy.si

Top Domains in Tweet in G1:
[121] cisco.com
[36] marketbeam.io
[25] healthitanalytics.com
[23] aitrends.com
[21] linkedin.com
[19] contentmx.com
[14] okt.to
[9] co.uk
[7] twitter.com
[7] technologyrecord.com

Top Domains in Tweet in G2:
[12] marketingaiinstitute.com
[12] econsultancy.com
[11] datacamp.com
[9] ituser.es
[9] engati.com
[8] biztechmagazine.com
[8] nodexlgraphgallery.org
[7] healthitanalytics.com
[5] dzone.com
[5] yahoo.com

Top Domains in Tweet in G3:
[28] datasciencecentral.com
[17] revolutionanalytics.com
[16] healthcareglobal.com
[15] iknowfirst.com
[13] aitrends.com
[7] towardsdatascience.com
[6] healthitanalytics.com
[6] twinybots.ch
[4] 7wdata.be
[4] azurewebsites.net

Top Domains in Tweet in G5:
[18] salestechstar.com
[13] morningbrew.com
[6] grjenkin.com
[2] wolterskluwer.com
[2] tmrconsult.com
[2] cxotoday.com
[2] twitter.com
[2] vsoftconsulting.com
[2] cisco.com
[1] militarytimes.com

Top Domains in Tweet in G6:
[13] datanami.com
[9] techspective.net
[8] indiatimes.com
[5] aitrends.com
[5] linkedin.com
[5] datasciencecentral.com
[3] analyticsweek.com
[3] prevedere.com
[2] healthitanalytics.com
[2] neuralmarkettrends.com

Top Domains in Tweet in G8:
[29] udacity.com

Top Domains in Tweet in G9:
[3] healthitanalytics.com
[2] wolterskluwer.com
[2] twitter.com
[1] amazon.com
[1] techspective.net
[1] autonomoustrading.io
[1] boozallen.com
[1] contentmx.com
[1] cloverinfotech.com
[1] cuttingcrimeimpact.eu

Top Domains in Tweet in G10:
[6] washingtonpost.com
[1] unesco.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[201] ai
[155] predictiveanalytics
[146] analytics
[120] datascience
[104] machinelearning
[98] data
[89] bigdata
[77] artificialintelligence
[75] ml
[56] python



Top Hashtags in Tweet in G1:
[47] predictiveanalytics
[32] analytics
[31] ai
[22] data
[21] pps2021
[19] azuremachinelearning
[17] technology
[16] healthcare
[14] ml
[14] iot

Top Hashtags in Tweet in G2:
[46] datascience
[29] ai
[27] python
[25] analytics
[21] machinelearning
[21] bigdata
[16] iot
[15] predictiveanalytics
[11] orms
[11] predictive

Top Hashtags in Tweet in G3:
[51] artificialintelligence
[35] machinelearning
[29] bigdata
[27] datascience
[27] ai
[24] python
[18] technology
[18] healthcare
[16] cybersecurity
[16] health

Top Hashtags in Tweet in G5:
[18] salestech
[16] news
[15] tech
[14] salestechnologies
[9] predictiveanalytics
[4] aiops
[4] data
[3] microfocus
[3] va
[3] surveillance

Top Hashtags in Tweet in G6:
[43] ai
[23] datascience
[19] ml
[17] analytics
[13] data
[13] dl
[12] predictive
[12] neuralnetwork
[10] predictiveanalytics
[10] bigdata

Top Hashtags in Tweet in G8:
[3] blacktechtwitter
[1] data
[1] dev

Top Hashtags in Tweet in G9:
[28] aws
[4] azure
[3] microsoft
[2] healthit
[2] data
[2] cloud
[1] awsishow
[1] machinelearning
[1] shibarmy
[1] ethereum

Top Hashtags in Tweet in G10:
[4] futuresofeducation

Top Words
Top Words in Tweet in Entire Graph:
[1912] predictive
[1803] analytics
[540] data
[310] more
[243] learn
[219] business
[213] ai
[200] #ai
[194] machine
[189] learning

Top Words in Tweet in G1:
[579] analytics
[573] predictive
[128] know
[123] things
[122] networking
[110] data
[98] learn
[96] more
[65] ai
[60] business

Top Words in Tweet in G2:
[240] predictive
[196] analytics
[78] data
[50] learn
[46] #datascience
[42] python
[29] #ai
[28] use
[27] #python
[25] #analytics

Top Words in Tweet in G3:
[141] predictive
[94] analytics
[51] #artificialintelligence
[35] #machinelearning
[30] plays
[30] estate
[30] sector
[29] #bigdata
[27] #datascience
[27] #ai

Top Words in Tweet in G4:
[90] value
[76] change
[76] mindsets
[76] build
[76] accuracy
[76] focus
[76] predictive
[76] analytics
[76] transform
[76] business

Top Words in Tweet in G5:
[43] analytics
[39] predictive
[31] data
[27] artificial
[22] intelligence
[18] #salestech
[16] #news
[15] #tech
[15] workers
[14] things

Top Words in Tweet in G6:
[57] analytics
[54] predictive
[43] #ai
[25] data
[23] #datascience
[19] #ml
[19] ai
[17] #analytics
[16] more
[16] gt

Top Words in Tweet in G7:
[2] andylumm
[2] alex_on_a14
[2] bloody_scandal
[2] mdrisette
[2] jsaholmes
[2] barryjohnreid21
[2] temple_surly
[2] bebert701
[2] chrisjohnsonmd

Top Words in Tweet in G8:
[53] bitnonprofit
[47] udacity
[44] scholarships
[38] analytics
[30] nanodegree
[27] oneten
[27] providing
[27] technical
[27] african
[21] digital

Top Words in Tweet in G9:
[45] machine
[31] learn
[28] analyzing
[28] player
[28] shot
[28] goal
[28] power
[28] #aws
[28] bundesliga_en
[28] match

Top Words in Tweet in G10:
[33] predictive
[33] analytics
[28] sheaswauger
[24] wrote
[24] piece
[24] washingtonpost
[24] shaping
[24] higher
[24] education
[24] please

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1421] predictive,analytics
[135] machine,learning
[133] know,predictive
[128] things,know
[128] analytics,networking
[80] data,analytics
[80] learn,more
[79] value,predictive
[77] transform,business
[76] change,mindsets

Top Word Pairs in Tweet in G1:
[456] predictive,analytics
[123] know,predictive
[122] things,know
[122] analytics,networking
[44] learn,more
[34] predictive,maintenance
[31] machine,learning
[27] data,analytics
[23] successful,ai
[23] ai,use

Top Word Pairs in Tweet in G2:
[181] predictive,analytics
[40] analytics,python
[27] data,predictive
[21] intermediate,predictive
[21] python,learn
[21] learn,prepare
[21] prepare,organize
[21] organize,data
[20] machine,learning
[19] introduction,predictive

Top Word Pairs in Tweet in G3:
[77] predictive,analytics
[30] plays,estate
[30] estate,sector
[24] analytics,plays
[18] #technology,#artificialintelligence
[17] based,predictive
[17] analytics,returns
[17] clubsignage,predictive
[17] sector,#technology
[17] forecasting,combining

Top Word Pairs in Tweet in G4:
[76] change,mindsets
[76] mindsets,build
[76] build,accuracy
[76] accuracy,focus
[76] focus,value
[76] value,predictive
[76] predictive,analytics
[76] analytics,transform
[76] transform,business
[76] business,unlock

Top Word Pairs in Tweet in G5:
[36] predictive,analytics
[21] artificial,intelligence
[16] #salestech,#news
[14] #news,#salestechnologies
[14] #salestechnologies,#tech
[11] ms,dynamics
[11] dynamics,365
[11] 365,supply
[11] supply,chain
[11] chain,centralized

Top Word Pairs in Tweet in G6:
[33] predictive,analytics
[16] #ai,#ml
[14] #datascience,#ai
[13] prescriptive,analytics
[13] #ml,#dl
[12] svp,engineering
[12] #dl,#neuralnetwork
[11] #analytics,#predictive
[11] globallogicâ,svp
[11] engineering,padmanabhan

Top Word Pairs in Tweet in G7:
[2] andylumm,alex_on_a14
[2] alex_on_a14,bloody_scandal
[2] bloody_scandal,mdrisette
[2] mdrisette,jsaholmes
[2] jsaholmes,barryjohnreid21
[2] barryjohnreid21,temple_surly
[2] temple_surly,bebert701
[2] bebert701,chrisjohnsonmd

Top Word Pairs in Tweet in G8:
[27] oneten,bitnonprofit
[27] bitnonprofit,udacity
[27] udacity,providing
[27] providing,technical
[27] technical,nanodegree
[27] nanodegree,scholarships
[27] scholarships,african
[26] bitnonprofit,oneten
[19] predictive,analytics
[19] business,analytics

Top Word Pairs in Tweet in G9:
[28] analyzing,player
[28] player,shot
[28] shot,goal
[28] goal,power
[28] power,#aws
[28] #aws,bundesliga_en
[28] bundesliga_en,match
[28] match,facts
[28] facts,using
[28] using,machine

Top Word Pairs in Tweet in G10:
[33] predictive,analytics
[24] wrote,piece
[24] piece,washingtonpost
[24] washingtonpost,predictive
[24] analytics,shaping
[24] shaping,higher
[24] higher,education
[24] education,please
[24] please,share
[23] sheaswauger,wrote

Top Replied-To
Top Replied-To in Entire Graph:
@cryptoizmedia
@im_communityitw
@blockchaininfi2
@boss_crypto101
@cryptoroyals
@jeremydsouza3
@ndscognitivelab
@coach_bear22
@lytollisryan
@l4lp

Top Replied-To in G1:
@aicure

Top Replied-To in G2:
@jeremydsouza3
@ghatechnologies
@toolszaptool
@tdwi
@joergdoering1
@connectfss
@tealvo
@jhan2qt
@managersremote
@ascentt

Top Replied-To in G5:
@cgsinc
@couponxoodotcom
@unit4global
@creatio_global

Top Replied-To in G6:
@jggcdn

Top Replied-To in G7:
@andylumm

Top Mentioned
Top Mentioned in Entire Graph:
@mckinsey
@oracle
@udacity
@sheaswauger
@bundesliga_en
@x_protocol_
@awscloud
@bitnonprofit
@oneten
@ceo_aisoma

Top Mentioned in G1:
@eraser
@reilly_mcadams
@cloudatalytics
@wealthpilot_de
@jaffer_ali1
@lighthouseteam

Top Mentioned in G2:
@dd_bun_
@ceo_aisoma
@dirkvandenpoel
@ipfconline1
@mikekaput
@mktgai
@ugent
@ds_analytics
@stpiindia
@hpe

Top Mentioned in G3:
@clubsignage
@clu
@sheraj99
@sonu_monika
@i_know_first
@hitanalytics
@msharmas
@hcitexpert
@accelq
@ceo_aisoma

Top Mentioned in G4:
@mckinsey

Top Mentioned in G5:
@tmr_consulting
@susannavogel1
@salestechstar
@morningbrew
@rightrelevance
@tnewmstweet
@kenya_insured
@grjenkin
@binarymode0010
@michael_embrich

Top Mentioned in G6:
@et_cio
@globallogic_in
@danfiehn
@ascentt
@kattenkopjes
@mylesgilsenan
@ecloudchain
@techspective
@kpininja

Top Mentioned in G7:
@alex_on_a14
@bloody_scandal
@mdrisette
@jsaholmes
@barryjohnreid21
@temple_surly
@bebert701
@chrisjohnsonmd
@adreyzen
@mcfunny

Top Mentioned in G8:
@udacity
@bitnonprofit
@oneten
@syxwilliams
@siawayforward

Top Mentioned in G9:
@bundesliga_en
@awscloud
@tagetik
@codexnaviz
@boozallen
@intuitiveaicode
@realalexvieira
@ken_congdon
@globallogic_in
@danfiehn

Top Mentioned in G10:
@sheaswauger
@washingtonpost
@greenarchives1
@benpatrickwill
@opensexism
@charleswlogan

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@marciojmsilva
@piyuanker12
@xaelbot
@codedailybot
@crweworld
@thedeveloperbot
@lizditz

Top Tweeters in G1:
@crweworld
@newsfilterio
@eraser
@uhiiman
@abnewswire
@quantisnow
@pressrelease_cc
@rehownet2
@7wdata
@eagerbeavertech

Top Tweeters in G2:
@chidambara09
@ipythonistabot
@discovertech3
@djangobot_
@fabriciosx
@100daysof2020
@gezgintrk
@un1v3rs0z3r0
@nickasavet
@machinelearnflx

Top Tweeters in G3:
@cybersec_feeds
@piyuanker12
@xaelbot
@codedailybot
@thedeveloperbot
@morolswediu
@100xcode
@hubofml
@coderretweet
@andrewmorrisuk

Top Tweeters in G4:
@ibrahimacar5334
@sendtoadnan
@yanalyuzcategui
@xa_ajay
@aga_basar
@cazadortrinos
@chaitanyad2020
@mewinloveth
@ricardoliesega1
@mckinsey

Top Tweeters in G5:
@artificialbra1n
@data_nerd
@technojeder
@grjenkin
@joshsternberg
@mikevandervort
@lizlassetter
@publicchaffinch
@tnewmstweet
@grahammoonied

Top Tweeters in G6:
@sectest9
@cybersecurityn8
@dataaugmented
@education_24x7
@greentechdon
@blkhwk0ps
@nvsdata
@e_nterdiscipl
@dougbrowndba
@edventure9

Top Tweeters in G7:
@lizditz
@wjack76995
@mcfunny
@jsaholmes
@wendyorent
@carlsmythe
@alex_on_a14
@bloody_scandal
@nyob7714
@andylumm

Top Tweeters in G8:
@xoxo__el
@lowki_doee
@laripley
@botblacktech
@dapenguinninja
@kenyaimani_
@28andjefferson
@jaaybaybay
@stace_will1
@dev_nikema

Top Tweeters in G9:
@marciojmsilva
@thomasmarinojr
@ml_tweet_bot
@r___83___o
@pythonexpertbot
@profilo3marco
@dante1lp
@faithcompassion
@grafuio
@bundesliga_en

Top Tweeters in G10:
@washingtonpost
@margymaclibrary
@donnalanclos
@jessifer
@boblingard86
@pmhswe
@kaythaney
@akagladys
@beastlibrarian
@saggiotipo