#cloudcomputing, Twitter, 12/17/2019 6:20:32 PM, 218994


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#cloudcomputing_2019-12-17_06-41-37.xlsx
#cloudcomputing_2019-12-17_06-41-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 17, 2019
Short Description:
#cloudcomputing via NodeXL http://bit.ly/2PwrazG
@gp_pulipaka
@mikequindazzi
@chidambara09
@cybersec_feeds
@haroldsinnott
@wef
@antgrasso
@fisher85m
@ipfconline1
@sectest9

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

Description:
Description
The graph represents a network of 2,118 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 17 December 2019 at 14:42 UTC.

The requested start date was Monday, 16 December 2019 at 01:01 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 2-day, 19-hour, 32-minute period from Friday, 13 December 2019 at 05:27 UTC to Monday, 16 December 2019 at 01:00 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 : 2118
Unique Edges : 3920
Edges With Duplicates : 3584
Total Edges : 7504
Number of Edge Types : 3
Mentions : 6323
Tweet : 1169
Replies to : 12
Self-Loops : 1169
Reciprocated Vertex Pair Ratio : 0.0123307543520309
Reciprocated Edge Ratio : 0.0243611177454024
Connected Components : 353
Single-Vertex Connected Components : 222
Maximum Vertices in a Connected Component : 1466
Maximum Edges in a Connected Component : 6685
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.909715
Graph Density : 0.00093380489700045
Modularity : 0.436329
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,118 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 17 December 2019 at 14:42 UTC.

The requested start date was Monday, 16 December 2019 at 01:01 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 2-day, 19-hour, 32-minute period from Friday, 13 December 2019 at 05:27 UTC to Monday, 16 December 2019 at 01:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cloudcomputing
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:
[353] https://twinybots.ch/
[66] https://twitter.com/gp_pulipaka
[31] https://techerati.com/features-hub/opinions/cloud-computing-2020-predictions-2019-kubernetes-multicloud/
[25] https://ubuntu.com/blog/canonical-announces-ubuntu-pro-for-amazon-web-services
[25] https://www.digitalcolmer.com/blog/what-is-digital-transformation
[23] https://www.eweek.com/cloud/predictions-2020-what-s-going-to-happen-in-cloud-computing
[23] https://www.forbes.com/sites/forbestechcouncil/2019/11/04/living-on-the-edge-will-make-5g-relevant/#3408fa12228e
[22] https://siftydeals.com/tribe/?utm_campaign=tribe-lifetime-deal&utm_medium=social_link&utm_source=missinglettr-twitter
[22] https://www.computerworld.com/article/3481633/how-blockchain-will-kill-fake-news-and-four-other-predictions-for-2020.html
[21] https://www.infoworld.com/article/3490018/break-down-those-cloud-security-silos.html

Top URLs in Tweet in G1:
[322] https://twinybots.ch/
[61] https://twitter.com/gp_pulipaka
[25] https://ubuntu.com/blog/canonical-announces-ubuntu-pro-for-amazon-web-services
[22] https://siftydeals.com/tribe/?utm_campaign=tribe-lifetime-deal&utm_medium=social_link&utm_source=missinglettr-twitter
[21] https://www.digitalcolmer.com/blog/what-is-digital-transformation
[20] https://techerati.com/features-hub/opinions/cloud-computing-2020-predictions-2019-kubernetes-multicloud/
[19] https://searchcloudcomputing.techtarget.com/tip/Compare-niche-cloud-services-to-the-hyperscale-offerings
[16] https://www.computerweekly.com/news/252475371/Stanford-University-finds-that-AI-is-outpacing-Moores-Law
[16] https://azure.microsoft.com/en-us/blog/applicationsecuritygroups/
[16] https://www.cio.com/article/3137946/6-trends-that-will-shape-cloud-computing-in-2017.html

Top URLs in Tweet in G2:
[4] http://iiot-world.com/smart-manufacturing/edge-computing-key-drivers-and-benefits-for-smart-manufacturing/
[3] https://www.pwc.com/us/en/services/consulting/technology/emerging-technology/iot-pov/manufacturing-iot-snapshot.htm
[3] https://twinybots.ch/
[3] https://www.forbes.com/sites/forbestechcouncil/2019/11/04/living-on-the-edge-will-make-5g-relevant/#3408fa12228e
[2] https://twitter.com/gp_pulipaka
[2] https://twitter.com/StephaneNappo
[2] https://www.pwc.com/us/en/industries/health-services/pdf/pwc-us-healthcare-top-health-industry-issues-2019.pdf
[2] https://www.visualcapitalist.com/job-growth-tech-markets-north-america/
[2] https://www.eweek.com/cloud/predictions-2020-what-s-going-to-happen-in-cloud-computing
[1] https://twitter.com/i/web/status/1205403379435999232

Top URLs in Tweet in G3:
[3] https://blog.aeris.com/neo/preventing-iot-data-compromise-with-a-virtual-private-network-vpn?utm_campaign=NEO
[3] --
[3] VPN
[3] Website
[3] Page&utm_content=108948730&utm_medium=social&utm_source=twitter&hss_channel=tw-2828250328
[3] https://engineering-update.co.uk/2019/12/10/current-sensing-rises-to-the-challenges-of-advanced-embedded-systems/
[2] https://twitter.com/gp_pulipaka
[2] https://www.codemotion.com/magazine/dev-hub/cloud-manager/the-importance-of-cloud-computing-for-a-i-and-big-data/
[2] https://www.websystemer.no/deploying-nginx-ingress-and-a-cert-manager-controller-on-gke-using-helm-3/
[2] https://www.websystemer.no/how-to-pass-the-google-cloud-professional-data-engineer-exam/

Top URLs in Tweet in G4:
[7] https://twinybots.ch/
[4] https://www.doxee.com/2019/12/03/importance-cloud-computing-utility-industry/
[3] https://dailytechmonde.blogspot.com/2019/10/cloud-computing.html
[3] https://www.infoworld.com/article/3490018/break-down-those-cloud-security-silos.html
[3] http://feedproxy.google.com/~r/ingeniousnewsroom/~3/YJjW30PaEig/?utm_campaign=your-most-sensitive-data-is-likely-exposed-online-good-and-bad-people-try-to-find-it&utm_medium=social_link&utm_source=missinglettr-twitter
[3] https://www.refinitiv.com/en/cloud-computing
[3] https://revistabyte.es/actualidad-byte/resultados/resultados-de-oracle-ingresos/
[3] https://revistabyte.es/actualidad-byte/cloud-computing/t-systems-entornos-cloud-complejos/
[2] https://dan.com/buy-domain/inameservers.com?redirected=true&tld=com
[2] https://medium.com/data-innovation-labs/digital-transformation-the-cost-of-not-evolving-part-ii-c93b3325726a?source=rss----164fa208b099---4&utm_campaign=digital-transformation-the-cost-of-not-evolving-part-ii&utm_medium=social_link&utm_source=missinglettr-twitter

Top URLs in Tweet in G5:
[15] https://www.computerworld.com/article/3481633/how-blockchain-will-kill-fake-news-and-four-other-predictions-for-2020.html
[8] https://www.aisoma.de/?p=6561
[5] https://www.forbes.com/sites/forbestechcouncil/2019/11/04/living-on-the-edge-will-make-5g-relevant/#3408fa12228e
[5] https://twinybots.ch/
[4] http://www.digitaljournal.com/business/report-can-insurers-go-digital-without-the-cloud/article/563202
[4] https://blog.cloudera.com/are-your-business-and-data-strategies-driving-your-cloud-strategy/
[3] https://www.microsoft.com/en-us/microsoft-365/blog/2019/12/13/microsoft-office-365-available-new-swiss-datacenter-regions/
[3] https://www.digitalcolmer.com/blog/what-is-digital-transformation
[3] https://autome.me/cloud-computing-can-help-hospitals-build-a-robust-patient-management-system/
[2] https://medium.com/p/you-need-to-move-from-cloud-computing-to-edge-computing-now-e8759eb9690f

Top URLs in Tweet in G6:
[13] https://www.forbes.com/sites/forbestechcouncil/2019/11/04/living-on-the-edge-will-make-5g-relevant/#3408fa12228e
[12] https://www.iotevolutionworld.com/fog/articles/443964-emergence-hybrid-edge-cloud-computing.htm?utm_content=108953010&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887
[10] https://techerati.com/features-hub/opinions/cloud-computing-2020-predictions-2019-kubernetes-multicloud/
[9] https://www.technative.io/cloud-migration-how-to-ensure-success-one-step-at-a-time/
[8] https://twinybots.ch/
[6] https://arstechnica.com/gadgets/2019/12/mach-ai-training-linear-cost-exponential-gain/
[5] https://solutionsreview.com/cloud-platforms/the-top-13-cloud-computing-conferences-to-attend-in-2020/
[5] https://www.eweek.com/cloud/predictions-2020-what-s-going-to-happen-in-cloud-computing
[5] https://www.approyo.com/post/2019/06/17/how-can-the-intelligent-enterprise-impact-the-technology-industry
[4] https://www.paulcolmer.com/blog/top-7-cloud-service-providers-in-2018

Top URLs in Tweet in G7:
[4] https://www.gangboard.com/blog/what-is-cloud-computing/
[3] https://udemycoupons.me/amazon-aws-ec2-lemp-woocommerce-beginner-advanced/
[3] https://twitter.com/nishakmr/status/1191171385285988352
[2] https://siliconangle.com/2019/12/10/why-cloud-migrants-cant-leave-home-without-observability-reinvent/
[2] https://aster.cloud/2019/12/11/amazon-dominates-public-cloud-market/
[2] https://aster.cloud/2019/08/26/amazon-leads-the-race-to-the-cloud/
[2] https://aster.cloud/2019/08/05/effects-of-cloud-computing-on-the-environment/
[1] https://francescocarlucci.com/performance/wordpress-serverless/
[1] https://twitter.com/i/web/status/1205580518445764609
[1] https://youtu.be/mmZf3BMeIfY?utm_content=109113031&utm_medium=social&utm_source=twitter&hss_channel=tw-3387054695

Top URLs in Tweet in G8:
[7] https://datacenterfrontier.com/the-gig-economy-drives-global-real-time-data-movement/
[2] https://twinybots.ch/
[2] https://www.linkedin.com/slink?code=eBKbBQV
[1] https://www.jadirectives.com/best-aws-certification-training-online/
[1] https://twitter.com/i/web/status/1205372165085904896
[1] https://twitter.com/i/web/status/1205415792612958208
[1] https://twitter.com/i/web/status/1204872987045855232
[1] https://twitter.com/i/web/status/1205414189193412608
[1] https://twitter.com/i/web/status/1205761437102202880
[1] https://twitter.com/i/web/status/1205399133953167360

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1205717812997541888
[1] https://twitter.com/i/web/status/1206334784684908544

Top URLs in Tweet in G10:
[5] https://digitalmehmet.com/books/
[3] https://securityboulevard.com/2019/12/moving-to-the-cloud-motivations-behind-the-migration/
[2] https://www.techrepublic.com/article/how-businesses-plan-to-accelerate-growth-in-2020/?utm_content=106984772&utm_medium=social&utm_source=twitter&hss_channel=tw-1042863637281603586
[1] https://enterprisersproject.com/article/2019/9/edge-computing-10-myths
[1] https://www.techrepublic.com/article/significant-advances-in-5g-ai-and-edge-computing-among-the-top-tech-predictions-for-2020/
[1] https://www.techrepublic.com/article/global-public-cloud-services-market-expected-to-grow-17-in-2020/
[1] https://twitter.com/i/web/status/1205360463212679169
[1] https://twitter.com/i/web/status/1205451059482832896
[1] https://twitter.com/SAP/status/1204628627159162881
[1] https://enterprisersproject.com/article/2019/10/multi-cloud-explained-plain-english

Top Domains
Top Domains in Tweet in Entire Graph:
[612] twitter.com
[353] twinybots.ch
[72] microsoft.com
[54] infoworld.com
[52] youtube.com
[49] eweek.com
[45] paper.li
[42] digitalcolmer.com
[40] forbes.com
[39] computerweekly.com

Top Domains in Tweet in G1:
[322] twinybots.ch
[239] twitter.com
[62] microsoft.com
[37] infoworld.com
[36] digitalcolmer.com
[35] youtube.com
[33] computerweekly.com
[29] eweek.com
[25] ubuntu.com
[22] siftydeals.com

Top Domains in Tweet in G2:
[49] twitter.com
[6] pwc.com
[4] iiot-world.com
[3] visualcapitalist.com
[3] twinybots.ch
[3] eweek.com
[3] forbes.com
[2] technative.io
[2] cbinsights.com
[1] ourworldindata.org

Top Domains in Tweet in G3:
[30] twitter.com
[11] towardsdatascience.com
[11] github.com
[6] medium.com
[6] websystemer.no
[3] aeris.com
[3] paper.li
[3] co.uk
[2] bit.ly
[2] arxiv.org

Top Domains in Tweet in G4:
[112] twitter.com
[16] linkedin.com
[10] informationweek.com
[8] infoworld.com
[7] twinybots.ch
[6] google.com
[6] revistabyte.es
[5] youtube.com
[5] doxee.com
[5] wzbot.tw

Top Domains in Tweet in G5:
[19] twitter.com
[15] computerworld.com
[8] aisoma.de
[7] microsoft.com
[5] forbes.com
[5] cloudtweaks.com
[5] twinybots.ch
[4] digitaljournal.com
[4] cloudera.com
[3] techrepublic.com

Top Domains in Tweet in G6:
[43] twitter.com
[23] forbes.com
[13] eweek.com
[13] iotevolutionworld.com
[11] technative.io
[10] techerati.com
[10] paulcolmer.com
[8] twinybots.ch
[6] solutionsreview.com
[6] arstechnica.com

Top Domains in Tweet in G7:
[9] twitter.com
[7] aster.cloud
[6] gangboard.com
[3] udemycoupons.me
[3] cloudacademy.com
[2] spotinst.com
[2] forbes.com
[2] siliconangle.com
[2] infoworld.com
[2] information-age.com

Top Domains in Tweet in G8:
[9] twitter.com
[7] datacenterfrontier.com
[2] twinybots.ch
[2] linkedin.com
[1] jadirectives.com
[1] issuu.com

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

Top Domains in Tweet in G10:
[7] twitter.com
[5] digitalmehmet.com
[4] techrepublic.com
[3] enterprisersproject.com
[3] securityboulevard.com
[1] youtube.com
[1] eiu.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2152] bigdata
[2084] ai
[1867] iot
[1847] cloudcomputing
[1818] datascience
[1754] analytics
[1421] machinelearning
[1165] iiot
[656] pytorch
[547] python



Top Hashtags in Tweet in G1:
[1170] bigdata
[999] datascience
[985] analytics
[891] ai
[831] iot
[753] machinelearning
[736] cloudcomputing
[620] iiot
[340] pytorch
[293] python

Top Hashtags in Tweet in G2:
[467] ai
[227] iot
[169] cloudcomputing
[156] bigdata
[123] pwc
[122] datascience
[116] machinelearning
[100] infographic
[96] cybersecurity
[95] futureofwork

Top Hashtags in Tweet in G3:
[643] bigdata
[592] analytics
[584] datascience
[469] ai
[459] iot
[449] machinelearning
[423] iiot
[263] pytorch
[205] python
[111] rstats

Top Hashtags in Tweet in G4:
[240] cloudcomputing
[82] cloud
[26] technology
[16] iot
[15] aws
[15] tech
[13] data
[13] it
[12] devops
[12] analytics

Top Hashtags in Tweet in G5:
[188] iot
[123] ai
[86] bigdata
[83] 5g
[82] cloudcomputing
[75] graphene
[75] innovation
[74] emergingtech
[54] datascience
[54] digitaltransformation

Top Hashtags in Tweet in G6:
[146] cloudcomputing
[89] cloud
[65] ai
[65] iot
[47] bigdata
[39] analytics
[34] technology
[32] datascience
[28] machinelearning
[27] iiot

Top Hashtags in Tweet in G7:
[54] cloudcomputing
[19] aws
[19] best
[19] opines
[16] reinvent
[10] gangboard
[10] datascience
[10] ai
[9] azure
[9] iot

Top Hashtags in Tweet in G8:
[16] iot
[10] ai
[10] cloudcomputing
[10] edgecomputing
[9] startupbusiness
[9] machinelearning
[9] softwaredevelopment
[9] bigdata
[9] bulksms
[8] artificialintelligence

Top Hashtags in Tweet in G9:
[23] iot
[18] innovation
[17] graphene
[17] emergingtech
[16] 5g
[9] ai
[8] cloudcomputing
[3] tech
[2] pwc
[2] saas

Top Hashtags in Tweet in G10:
[14] cloudcomputing
[7] iot
[6] ai
[5] cloud
[5] kindleunlimited
[5] kindlebook
[5] kindle
[4] digitaltransformation
[4] bigdata
[3] analytics

Top Words
Top Words in Tweet in Entire Graph:
[2115] Words in Sentiment List#1: Positive
[2112] Words in Sentiment List#2: Negative
[24] Words in Sentiment List#3: Angry/Violent
[85295] Non-categorized Words
[89522] Total Words
[2152] #bigdata
[2088] #ai
[1867] #iot
[1847] #cloudcomputing
[1818] #datascience

Top Words in Tweet in G1:
[1170] #bigdata
[999] #datascience
[985] #analytics
[967] gp_pulipaka
[891] #ai
[831] #iot
[753] #machinelearning
[736] #cloudcomputing
[620] #iiot
[340] #pytorch

Top Words in Tweet in G2:
[1187] gt
[501] mikequindazzi
[471] #ai
[239] ravikikan
[227] #iot
[169] #cloudcomputing
[156] #bigdata
[136] antgrasso
[136] fisher85m
[123] #pwc

Top Words in Tweet in G3:
[643] #bigdata
[592] #analytics
[584] #datascience
[569] gp_pulipaka
[469] #ai
[459] #iot
[449] #machinelearning
[423] #iiot
[263] #pytorch
[205] #python

Top Words in Tweet in G4:
[240] #cloudcomputing
[141] cloud
[82] #cloud
[56] computing
[26] #technology
[24] data
[23] more
[21] business
[16] #iot
[15] #aws

Top Words in Tweet in G5:
[188] #iot
[123] #ai
[108] #cloud
[107] wef
[86] #bigdata
[83] #5g
[82] #cloudcomputing
[80] make
[80] haroldsinnott
[75] #graphene

Top Words in Tweet in G6:
[146] #cloudcomputing
[90] #cloud
[74] cloud
[73] gt
[65] #ai
[65] #iot
[47] #bigdata
[39] #analytics
[37] 2020
[34] #technology

Top Words in Tweet in G7:
[54] #cloudcomputing
[49] cloud
[21] awscloud
[19] #aws
[19] cloudblogs
[19] #best
[19] #opines
[16] #reinvent
[14] aws
[11] spotinst

Top Words in Tweet in G8:
[16] #iot
[15] data
[15] computing
[10] #ai
[10] #
[10] #cloudcomputing
[10] #edgecomputing
[9] aim
[9] please
[9] #startupbusiness

Top Words in Tweet in G9:
[23] #iot
[18] #innovation
[17] #graphene
[17] make
[17] computer
[17] 1000
[17] times
[17] faster
[17] wef
[17] #emergingtech

Top Words in Tweet in G10:
[14] #cloudcomputing
[13] cloud
[11] amazonkindle
[10] more
[9] article
[7] techrepublic
[7] #iot
[6] #ai
[6] amazon
[5] edge

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1734] #bigdata,#analytics
[1400] #analytics,#datascience
[1258] #datascience,#ai
[1158] #iot,#iiot
[1013] gt,gt
[964] #ai,#machinelearning
[655] #iiot,#pytorch
[577] #machinelearning,#iot
[457] #pytorch,#python
[321] #ai,#iot

Top Word Pairs in Tweet in G1:
[982] #bigdata,#analytics
[769] #analytics,#datascience
[728] #datascience,#ai
[619] #iot,#iiot
[539] #ai,#machinelearning
[339] #iiot,#pytorch
[322] #machinelearning,#iot
[237] #pytorch,#python
[190] gt,gt
[146] #cloudcomputing,#cloud

Top Word Pairs in Tweet in G2:
[726] gt,gt
[185] mikequindazzi,gt
[121] gt,#pwc
[119] #pwc,mikequindazzi
[112] antgrasso,fisher85m
[92] #infographic,mikequindazzi
[85] mikequindazzi,antgrasso
[84] gt,#ai
[82] cartesian,coordinates
[82] coordinates,prioritize

Top Word Pairs in Tweet in G3:
[592] #bigdata,#analytics
[516] #analytics,#datascience
[426] #datascience,#ai
[423] #iot,#iiot
[332] #ai,#machinelearning
[263] #iiot,#pytorch
[208] #machinelearning,#iot
[185] #pytorch,#python
[110] #python,#rstats
[87] #datascience,#iot

Top Word Pairs in Tweet in G4:
[45] cloud,computing
[34] #cloud,#cloudcomputing
[13] #cloudcomputing,#cloud
[13] #cloudcomputing,#it
[11] #cloudcomputing,#technology
[8] cloud,security
[8] free,cloud
[7] cloud,#cloudcomputing
[7] #cloud,#infoworld
[6] industry,#cloudcomputing

Top Word Pairs in Tweet in G5:
[75] #graphene,make
[75] make,computer
[75] computer,1000
[75] 1000,times
[75] times,faster
[75] faster,wef
[75] wef,fabriziobustama
[74] fabriziobustama,#emergingtech
[74] #emergingtech,#iot
[74] #iot,#5g

Top Word Pairs in Tweet in G6:
[41] gt,gt
[39] #bigdata,#analytics
[35] #cloud,#cloudcomputing
[27] #iot,#iiot
[25] #analytics,#datascience
[24] #cloudcomputing,#cloud
[22] #iot,#ai
[21] #cloudcomputing,2020
[21] #ai,#machinelearning
[20] #datascience,#ai

Top Word Pairs in Tweet in G7:
[19] #best,#opines
[18] #opines,#cloudcomputing
[11] awscloud,#reinvent
[8] #reinvent,over
[8] over,year
[8] year,gave
[8] gave,plenty
[8] plenty,focus
[8] focus,2020
[8] 2020,check

Top Word Pairs in Tweet in G8:
[9] aim,please
[9] please,#startupbusiness
[9] #startupbusiness,#machinelearning
[9] #machinelearning,#softwaredevelopment
[9] #softwaredevelopment,#ai
[9] #ai,#bigdata
[9] #bigdata,#bulksms
[9] #bulksms,#iot
[8] npontu,aim
[8] #iot,#artificialintelligence

Top Word Pairs in Tweet in G9:
[17] #graphene,make
[17] make,computer
[17] computer,1000
[17] 1000,times
[17] times,faster
[17] faster,wef
[17] #emergingtech,#iot
[16] #iot,#5g
[15] wef,fabriziobustama
[15] fabriziobustama,#emergingtech

Top Word Pairs in Tweet in G10:
[7] article,cloud
[5] #kindleunlimited,#kindlebook
[5] #kindlebook,#kindle
[5] #kindle,amazon
[5] amazon,amazonkindle
[5] amazonkindle,amazonkindle
[5] amazonkindle,kindleindia
[5] kindleindia,amazonkdp
[4] edge,computing
[4] myil1,#kindleunlimited

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@mikequindazzi
@antgrasso
@fisher85m
@ravikikan
@wef
@haroldsinnott
@ruben_arce_s
@fabriziobustama
@iam__network

Top Mentioned in G1:
@gp_pulipaka
@iotbrand
@iam__network
@mikequindazzi
@kcore_analytics
@frapsoft
@thinksysinc
@joshluberisse
@lanceschukies
@chidambara09

Top Mentioned in G2:
@mikequindazzi
@antgrasso
@fisher85m
@ravikikan
@ruben_arce_s
@gp_pulipaka
@pwc
@skytel_social
@altizonsys
@iiot_world

Top Mentioned in G3:
@gp_pulipaka
@kcore_analytics
@usatoday
@dionigifaccenda
@iotbrand
@ovhcloud
@websystemer
@makerdemy
@neo_iot
@iam__network

Top Mentioned in G4:
@kahootz
@samirsali13
@gtpintado
@pronovel
@defencetalk
@resources_smb
@solgariconverse
@adriandomainame
@joemenninger
@divergencedfw

Top Mentioned in G5:
@wef
@haroldsinnott
@fabriziobustama
@thomas_harrer
@mikequindazzi
@gp_pulipaka
@cbre
@visualcap
@dhinchcliffe
@mikequin

Top Mentioned in G6:
@gp_pulipaka
@avrohomg
@eweeknews
@softclouds
@iotevolution
@pierrepinna
@digitalcolmer
@forbes
@fra
@evankirstel

Top Mentioned in G7:
@awscloud
@spotinst
@gp_pulipaka
@gangboardsocial
@wmalz
@goserverless
@udemy
@stuart_a_scott
@azure
@aster_cloud

Top Mentioned in G8:
@npontu
@danybouchedid
@geekcrunchhost
@threefoldtech
@faircom_corp
@anon_software
@whogohost
@eu_class
@jamilahmed_16
@channel_online

Top Mentioned in G9:
@scasolutions
@ronald_vanloon
@mikequindazzi
@andrea_monaci
@cloud28plus
@gartner_inc
@wef
@tictoc
@openai
@skytel_social

Top Mentioned in G10:
@techrepublic
@amazon
@amazonkindle
@kindleindia
@amazonkdp
@myil1
@amazo
@4enterprisers
@ecn_global
@micropolebelux

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@javascriptd
@gamergeeknews
@deejayiwan
@evankirstel
@chidambara09
@dancas2
@techl0g
@aldoceccarelli

Top Tweeters in G1:
@sectest9
@javascriptd
@gamergeeknews
@chidambara09
@dancas2
@aaroncuddeback
@csa_dvillamizar
@iam__network
@cybersec_feeds
@usatoday

Top Tweeters in G2:
@deejayiwan
@fintechna
@calcaware
@rousseauagnes
@ele9061
@vishne0
@wil_bielert
@adeyemoadekunl2
@cdivertdazur
@kanezadiane

Top Tweeters in G3:
@alizardx
@sudeepkhatri
@pvalsfr
@teebizy
@bsupimp
@aarongritsch
@mjoehlerich
@nice_centurion
@shelbytmitchell
@dreammex

Top Tweeters in G4:
@startupnws
@eraser
@markmilleritpro
@gtpintado
@techjunkiejh
@informabtl
@socialmediatic_
@cloudblogs
@bizsupportnet
@ireputacion

Top Tweeters in G5:
@john_siracusa
@amazingchevvolt
@nicochan33
@simonlporter
@nomoreslaves
@andrewmorrisuk
@bar_zie
@ssxman2
@openmarketingtv
@2601manish

Top Tweeters in G6:
@jornalistavitor
@evankirstel
@aldoceccarelli
@thecloudnetwork
@richsimmondsza
@gvalan
@colorstreamedia
@padididit
@thehipposhoe
@yvesmulkers

Top Tweeters in G7:
@billnigh
@femtech_
@google
@womencodersbot
@brianleroux
@hindustanuni
@naveens16
@azure
@nisha
@mayur_shingote

Top Tweeters in G8:
@eudyzerpa
@e_nterdiscipl
@edgeiotai
@koichi141327
@gregorsideris
@radinfo
@lgomezperu
@channel_online
@anon_software
@francisca_phil

Top Tweeters in G9:
@techl0g
@purrcival1
@boenasvoabo
@tictoc
@touchme4youle
@ronald_vanloon
@straqr
@gartner_inc
@frronconi
@cloud28plus

Top Tweeters in G10:
@designthinkbot
@techrepublic
@ivannazau
@sprintbaseb
@sapanalytics
@pivotcloud
@amazon
@4enterprisers
@myil1
@dqserv