#cloudcomputing, Twitter, 3/1/2021 7:38:46 PM, 249874


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#cloudcomputing_2021-03-01_04-51-01.xlsx
#cloudcomputing_2021-03-01_04-51-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 01, 2021
Short Description:
#cloudcomputing via NodeXL https://bit.ly/2MFSPzw
@chidambara09
@gp_pulipaka
@csolutionlab
@globaliqx
@ingliguori
@eli_krumova
@godfrey_g_
@analytics_699
@reach2ratan
@freedomfirecom

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

Description:
Description
The graph represents a network of 1,781 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 Monday, 01 March 2021 at 12:59 UTC.

The requested start date was Monday, 01 March 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 2-day, 5-hour, 36-minute period from Friday, 26 February 2021 at 19:22 UTC to Monday, 01 March 2021 at 00:58 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 : 1781
Unique Edges : 1467
Edges With Duplicates : 15160
Total Edges : 16627
Number of Edge Types : 5
Retweet : 6385
MentionsInRetweet : 7752
Tweet : 1096
Mentions : 1368
Replies to : 26
Self-Loops : 1215
Reciprocated Vertex Pair Ratio : 0.00992438563327032
Reciprocated Edge Ratio : 0.0196537201684605
Connected Components : 127
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 1586
Maximum Edges in a Connected Component : 16367
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.535951
Graph Density : 0.00134818843094083
Modularity : 0.174117
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,781 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 Monday, 01 March 2021 at 12:59 UTC.

The requested start date was Monday, 01 March 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 2-day, 5-hour, 36-minute period from Friday, 26 February 2021 at 19:22 UTC to Monday, 01 March 2021 at 00:58 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:
[144] https://twinybots.ch/
[70] https://www.africanaffairsradio.com/public/live
[66] https://medium.com/kung-fu/how-ai-will-impact-organizational-structures-f970690fe5d4
[58] https://medium.com/towards-artificial-intelligence/gradient-descent-algorithm-for-machine-learning-python-tutorial-ml-9ded189ec556?source=friends_link&sk=f66f1fb2b8c240666a217a4e73de1228
[56] https://www.i-com.org/news-articles/3-data-science-trends-well-see-more-of-in-2021
[53] https://media4you.social/online-degrees/it-certification-training/item/48-amazon-web-services-online-certification.html
[40] https://statanalytica.com/blog/statistics-for-data-science/
[38] https://elephantscale.github.io/guided-machine-learning/
[37] https://searchcloudcomputing.techtarget.com/conference/A-conference-guide-to-AWS-reInvent
[35] https://www.analyticsinsight.net/cloud-computing-is-the-inevitable-future-of-data-analytics/

Top URLs in Tweet in G1:
[142] https://twinybots.ch/
[35] https://searchcloudcomputing.techtarget.com/conference/A-conference-guide-to-AWS-reInvent
[32] https://www.analyticsinsight.net/cloud-computing-is-the-inevitable-future-of-data-analytics/
[22] https://dzone.com/articles/connecting-to-kibana-within-an-aws-vpc-snippets
[20] https://github.com/mechcloud/mechcloud-helm-charts/releases/tag/v2.0.2
[18] https://www.techrepublic.com/article/microsoft-how-we-deliver-industry-specific-cloud-computing-at-scale/
[15] https://onpassive.com/blog/guide-cloud-computing-architecture/
[13] https://softwarestrategiesblog.com/2021/02/26/10-charts-that-will-change-your-perspective-of-microsoft-azures-growth/?utm_source=dlvr.it&utm_medium=twitter
[13] https://broadband-nation.blogspot.com/2021/02/terago-will-guide-you-on-your-journey.html
[10] https://www.cio.com/article/3561609/covid-technology-winners-and-losers.html

Top URLs in Tweet in G2:
[58] https://www.africanaffairsradio.com/public/live
[39] https://www.i-com.org/news-articles/3-data-science-trends-well-see-more-of-in-2021
[32] https://www.linkedin.com/pulse/how-conquer-every-cloud-4-cs-cost-cyber-compliance-culture-eaves/
[29] https://twitter.com/africanaffairs/status/1361781471242039296
[28] https://statanalytica.com/blog/statistics-for-data-science/
[26] https://elephantscale.github.io/guided-machine-learning/
[19] https://medium.com/kung-fu/how-ai-will-impact-organizational-structures-f970690fe5d4
[16] https://medium.com/towards-artificial-intelligence/gradient-descent-algorithm-for-machine-learning-python-tutorial-ml-9ded189ec556?source=friends_link&sk=f66f1fb2b8c240666a217a4e73de1228
[15] https://www.programmers-books.com/machine-learning-systems/
[15] http://bweducation.businessworld.in/article/Free-Upskilling-in-Demanded-Fields/04-01-2021-361182/?utm_sq=gmbydfbls7

Top URLs in Tweet in G3:
[32] https://www.vultr.com/
[28] https://medium.com/towards-artificial-intelligence/gradient-descent-algorithm-for-machine-learning-python-tutorial-ml-9ded189ec556?source=friends_link&sk=f66f1fb2b8c240666a217a4e73de1228
[16] https://github.com/dwelcaslu/machine-learning-books
[14] https://www.ft.com/content/874c418f-62f8-44ac-acb9-8c744a89dda5?utm_content=buffera0a59&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://medium.com/towards-artificial-intelligence/best-machine-learning-books-free-and-paid-ml-book-recommendations-40c9ab30b0c?source=friends_link&sk=df9038606bab3da00b10ed2a8a9fcb3e
[14] https://medium.com/kung-fu/how-ai-will-impact-organizational-structures-f970690fe5d4
[12] https://www.youtube.com/watch?v=Lzhr_-aK7sM&feature=youtu.be

[12] https://www.i-com.org/news-articles/3-data-science-trends-well-see-more-of-in-2021
[12] https://www.africanaffairsradio.com/public/live
[10] https://t.co/486IDngdMK

Top URLs in Tweet in G4:
[3] https://www.readersdigest.co.uk/inspire/down-to-business/the-ai-bible-a-gigantic-masonry-on-a-greater-foundation-of-machine-learning-engineering
[2] https://quickstart.zoom.us/webinar/register/WN_4_3oD0jWQrCA0LHpg5LYjQ
[2] https://www.nowherebookshop.com/search/site/machine
[2] learning?page=1
[2] https://www.infoworld.com/article/3609610/does-ai-driven-cloud-computing-need-ethics-guidelines.html
[1] https://towardsdatascience.com/transcribing-poetry-and-speeches-with-wav2vec2-2658c6510f06
[1] https://hackernoon.com/an-introduction-to-adversarial-attacks-and-defense-strategies-213g33ho
[1] https://www.squarebooks.com/search/site/robotics
[1] engineering
[1] https://www.brightsidebookshop.com/book/9781548758882

Top URLs in Tweet in G5:
[11] http://cloudsolutionlab.com
[1] https://twitter.com/i/web/status/1365391183745220608
[1] https://twitter.com/i/web/status/1365436488779894785
[1] https://enterprisersproject.com/article/2021/2/how-digital-transformation-and-edge-computing-fit-together?utm_content=bufferfb51d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://verticalinsider.tradepub.com/free/w_pacb131/prgm.cgi?a=1

Top URLs in Tweet in G6:
[2] https://skillmeup.com/schedule/CourseDetails?scheduleid=425&program=schedule
[2] https://drivebycuriosity.blogspot.com/2020/01/economics-welcome-to-roaring-twenties.html
[2] https://www.fastcompany.com/90504789/these-drones-can-plant-40000-trees-in-a-month-by-2028-theyll-have-planted-1-billion
[2] https://www.entrepreneur.com/article/363124
[2] https://www.revistacloudcomputing.com/2021/03/la-resiliencia-digital-marca-un-ritmo-de-crecimiento-del-20-al-mercado-cloud-en-espana/
[2] https://www.revistacloudcomputing.com/2021/03/daemon-mas-alla-del-5g-con-inteligencia-de-red/
[1] https://www.focusgts.com/5-reasons-why-you-should-use-an-azure-staffing-agency/
[1] https://twitter.com/i/web/status/1365383668152360963
[1] https://twitter.com/i/web/status/1365386247548633094
[1] https://twitter.com/i/web/status/1365387683355385857

Top URLs in Tweet in G7:
[9] https://www.linkedin.com/posts/pinakilaskar_ai-bigdata-software-activity-6771645635394379776-RpZ9
[9] https://www.linkedin.com/posts/pinakilaskar_robots-innovation-artificialintelligence-activity-6771274199538425856-yJMF
[6] https://medium.com/kung-fu/how-ai-will-impact-organizational-structures-f970690fe5d4
[6] https://medium.com/towards-artificial-intelligence/gradient-descent-algorithm-for-machine-learning-python-tutorial-ml-9ded189ec556?source=friends_link&sk=f66f1fb2b8c240666a217a4e73de1228
[4] https://www.programmers-books.com/machine-learning-systems/
[4] https://www.i-com.org/news-articles/3-data-science-trends-well-see-more-of-in-2021
[3] https://catherinescareercorner.com/2018/04/04/6-most-sought-after-tech-career-skills-infographic/
[3] https://statanalytica.com/blog/statistics-for-data-science/
[3] https://www.couponed12.com/2021/02/top-15-data-science-experts-on-udemy-to.html
[3] https://www.crn.com/slide-shows/networking/crn-s-2020-products-of-the-year

Top URLs in Tweet in G8:
[10] https://www.mckinsey.com/business-functions/mckinsey-digital/our-insights/clouds-trillion-dollar-prize-is-up-for-grabs?cid=soc-web
[5] https://medium.com/towards-artificial-intelligence/gradient-descent-algorithm-for-machine-learning-python-tutorial-ml-9ded189ec556?source=friends_link&sk=f66f1fb2b8c240666a217a4e73de1228
[4] https://medium.com/data-science-community-srm/a-short-introduction-to-quantam-machine-learning-fbec03a67d46
[3] https://www.indiatoday.in/education-today/featurephilia/story/how-artificial-intelligence-machine-learning-will-further-advance-ed-tech-sector-1773387-2021-02-26
[3] https://www.ft.com/content/874c418f-62f8-44ac-acb9-8c744a89dda5?utm_content=buffera0a59&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.verizon.com/about/our-company/5g/5g-speed-how-fast-is-5g
[2] https://www.igneous.io/industries/high-performance-computing
[2] https://www.simplilearn.com/data-science-books-article
[2] https://twitter.com/yywwy3/status/1365066544720527372
[2] https://www.infoworld.com/article/3609610/does-ai-driven-cloud-computing-need-ethics-guidelines.html

Top URLs in Tweet in G9:
[24] https://medium.com/kung-fu/how-ai-will-impact-organizational-structures-f970690fe5d4
[3] https://www.zdnet.com/article/cloud-computing-is-helping-to-keep-nasas-perseverance-mars-rover-on-track/
[2] https://techhq.com/2021/02/cloud-computing-spend-increased-by-a-third-in-2020/?utm_content=buffer99f08&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1365596406296285184
[1] https://www.nytimes.com/2020/11/24/science/artificial-intelligence-gpt3-writing-love.html?utm_content=buffer23d15&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.techrepublic.com/article/microsoft-how-we-deliver-industry-specific-cloud-computing-at-scale/
[1] https://www.technewsworld.com/story/A-New-Twist-to-Virtual-Desktop-Cloud-Computing-87021.html
[1] https://www.nasdaq.com/articles/how-cloud-computing-is-changing-the-world-of-games-and-gaming-2021-02-24
[1] https://enterprisersproject.com/article/2021/1/5-hybrid-cloud-trends-2021?utm_content=buffera09e0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.mobileappdaily.com/guide-to-create-a-digital-transformation-strategy?utm_content=buffer9575b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[5] https://www.everestgrp.com/2020-01-four-common-container-solution-models-market-insights-52345.html/
[3] https://www.everestgrp.com/2019-12-design-principles-for-multi-cloud-interoperability-market-insights-52181.html/
[3] https://www.everestgrp.com/2020-10-seven-practices-of-highly-effective-application-modernization-initiatives-market-insights-.html
[2] https://www.oracle.com/security/cloud-threat-report/
[2] https://hackernoon.com/how-edge-ai-chipsets-will-make-ai-tasks-more-efficient-lc1v330g?utm_content=bufferd7b84&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://flipboard.com/@jgdatam/cloud-fog-and-rain-in-computing-fi09nk4sz?from=share
[2] https://enterprisersproject.com/article/2021/2/how-digital-transformation-and-edge-computing-fit-together?utm_content=bufferfb51d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://medium.com/kung-fu/how-ai-will-impact-organizational-structures-f970690fe5d4
[1] https://geekflare.com/port-scanner-server/
[1] https://atos.net/en/solutions/cyber-security-products/cloud-security

Top Domains
Top Domains in Tweet in Entire Graph:
[568] twitter.com
[196] medium.com
[157] couponed12.com
[144] twinybots.ch
[109] blogspot.com
[92] linkedin.com
[87] youtube.com
[81] google.com
[70] africanaffairsradio.com
[56] i-com.org

Top Domains in Tweet in G1:
[142] twinybots.ch
[81] twitter.com
[41] couponed12.com
[41] techtarget.com
[34] analyticsinsight.net
[29] darkreading.com
[27] threatpost.com
[25] dzone.com
[24] github.com
[22] securityaffairs.co

Top Domains in Tweet in G2:
[296] twitter.com
[58] africanaffairsradio.com
[57] couponed12.com
[57] medium.com
[50] google.com
[44] blogspot.com
[43] linkedin.com
[40] youtube.com
[39] i-com.org
[28] statanalytica.com

Top Domains in Tweet in G3:
[74] medium.com
[57] twitter.com
[46] couponed12.com
[36] blogspot.com
[32] vultr.com
[24] google.com
[22] tdwebservices.com
[20] jucktion.com
[20] youtube.com
[19] github.com

Top Domains in Tweet in G4:
[9] twitter.com
[7] towardsdatascience.com
[4] medium.com
[3] co.uk
[2] zoom.us
[2] lifevoxel.com
[2] nowherebookshop.com
[2] solutionsreview.com
[2] infoworld.com
[1] hackernoon.com

Top Domains in Tweet in G5:
[11] cloudsolutionlab.com
[2] twitter.com
[1] enterprisersproject.com
[1] tradepub.com

Top Domains in Tweet in G6:
[46] twitter.com
[5] paper.li
[4] revistacloudcomputing.com
[3] entrepreneur.com
[2] skillmeup.com
[2] linkedin.com
[2] blogspot.com
[2] fastcompany.com
[2] infoworld.com
[1] focusgts.com

Top Domains in Tweet in G7:
[18] linkedin.com
[15] medium.com
[10] twitter.com
[10] couponed12.com
[5] blogspot.com
[4] youtube.com
[4] programmers-books.com
[4] google.com
[4] i-com.org
[4] pwc.com

Top Domains in Tweet in G8:
[19] twitter.com
[11] mckinsey.com
[10] medium.com
[3] kdnuggets.com
[3] verizon.com
[3] indiatoday.in
[3] linkedin.com
[3] ft.com
[2] techcrunch.com
[2] microsoft.com

Top Domains in Tweet in G9:
[24] medium.com
[3] zdnet.com
[2] techhq.com
[1] twitter.com
[1] nytimes.com
[1] techrepublic.com
[1] technewsworld.com
[1] nasdaq.com
[1] enterprisersproject.com
[1] mobileappdaily.com

Top Domains in Tweet in G10:
[13] everestgrp.com
[4] twitter.com
[3] enterprisersproject.com
[2] oracle.com
[2] hackernoon.com
[2] flipboard.com
[2] techtarget.com
[2] medium.com
[1] geekflare.com
[1] atos.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3689] ai
[3320] iot
[2826] analytics
[2818] machinelearning
[2694] bigdata
[2342] datascience
[2143] cloudcomputing
[2133] python
[2065] iiot
[1624] rstats



Top Hashtags in Tweet in G1:
[755] cloudcomputing
[196] cloud
[191] cybersecurity
[154] ai
[149] infosec
[138] iot
[135] digital
[122] hackers
[118] machinelearning
[113] 100daysofcode

Top Hashtags in Tweet in G2:
[1370] ai
[1229] iot
[938] machinelearning
[827] analytics
[805] bigdata
[791] datascience
[666] iiot
[604] python
[523] programming
[521] iotpl

Top Hashtags in Tweet in G3:
[1301] ai
[1147] iot
[1105] analytics
[1071] machinelearning
[1044] bigdata
[898] datascience
[840] python
[751] iiot
[628] rstats
[542] 100daysofcode

Top Hashtags in Tweet in G4:
[305] bigdata
[305] analytics
[300] datascience
[287] iot
[243] iiot
[227] python
[219] ai
[206] machinelearning
[166] rstats
[137] pytorch

Top Hashtags in Tweet in G5:
[13] cloudcomputing
[12] cloud
[11] technology
[11] cybersecurity
[11] it
[10] datacenter
[3] bigdata
[3] analytics
[3] datascience
[3] ai

Top Hashtags in Tweet in G6:
[49] cloudcomputing
[15] cloud
[8] azure
[6] aws
[6] cybersecurity
[6] data
[6] technology
[4] news
[4] tech
[3] googlecloud

Top Hashtags in Tweet in G7:
[285] ai
[231] iot
[209] machinelearning
[205] analytics
[197] bigdata
[166] datascience
[143] python
[140] iiot
[117] rstats
[77] cloudcomputing

Top Hashtags in Tweet in G8:
[247] ai
[238] analytics
[221] iot
[218] rstats
[211] python
[209] reactjs
[206] machinelearning
[191] bigdata
[190] iiot
[88] cloudcomputing

Top Hashtags in Tweet in G9:
[60] infographic
[52] ai
[42] machinelearning
[37] bigdata
[37] aiops
[37] mlops
[34] analytics
[31] rstats
[31] python
[27] infosecurity

Top Hashtags in Tweet in G10:
[30] cloudcomputing
[12] edgecomputing
[10] ai
[9] cloud
[7] digitaltransformation
[6] machinelearning
[4] cybersecurity
[4] analytics
[4] iot
[4] bigdata

Top Words
Top Words in Tweet in Entire Graph:
[3657] #ai
[3326] #iot
[2826] #analytics
[2818] #machinelearning
[2694] #bigdata
[2342] #datascience
[2133] #python
[2130] #cloudcomputing
[2065] #iiot
[1624] #rstats

Top Words in Tweet in G1:
[743] #cloudcomputing
[346] cloud
[207] #cloud
[191] #cybersecurity
[159] reach2ratan
[154] #ai
[149] #infosec
[139] computing
[138] #iot
[135] #digital

Top Words in Tweet in G2:
[1359] #ai
[1230] #iot
[938] #machinelearning
[827] #analytics
[805] #bigdata
[791] #datascience
[666] #iiot
[604] #python
[523] #programming
[521] #iotpl

Top Words in Tweet in G3:
[1289] #ai
[1152] #iot
[1105] #analytics
[1071] #machinelearning
[1044] #bigdata
[898] #datascience
[840] #python
[751] #iiot
[628] #rstats
[542] #100daysofcode

Top Words in Tweet in G4:
[305] #bigdata
[305] #analytics
[300] #datascience
[287] #iot
[244] gp_pulipaka
[243] #iiot
[227] #python
[214] #ai
[206] #machinelearning
[166] #rstats

Top Words in Tweet in G5:
[604] cloud
[291] need
[291] solution
[291] providing
[291] base
[291] services
[291] command
[291] center
[291] enterprise
[291] support

Top Words in Tweet in G6:
[49] #cloudcomputing
[47] cloud
[15] #cloud
[13] computing
[11] data
[8] #azure
[8] services
[7] co
[6] businesses
[6] #aws

Top Words in Tweet in G7:
[283] #ai
[231] #iot
[209] #machinelearning
[205] #analytics
[197] #bigdata
[166] #datascience
[143] #python
[140] #iiot
[117] #rstats
[93] gt

Top Words in Tweet in G8:
[245] #ai
[238] #analytics
[221] #iot
[218] #rstats
[211] #python
[209] #reactjs
[206] #machinelearning
[191] #bigdata
[190] #iiot
[154] analytics_699

Top Words in Tweet in G9:
[159] ingliguori
[60] #infographic
[52] #ai
[42] #machinelearning
[37] #bigdata
[37] #aiops
[37] #mlops
[34] #analytics
[31] #rstats
[31] #python

Top Words in Tweet in G10:
[30] cloud
[30] #cloudcomputing
[28] gt
[21] antgrasso
[15] computing
[13] everestgroup
[12] #edgecomputing
[10] link
[10] #cloud
[10] edge

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1868] #iot,#iiot
[1647] #bigdata,#analytics
[1391] #analytics,#datascience
[1307] #python,#rstats
[1046] #datascience,#ai
[874] #iotpl,#ai
[813] #iot,#iotpl
[810] #programming,#iot
[796] #devcommunity,#programming
[792] #ai,#machinelearning

Top Word Pairs in Tweet in G1:
[129] #cybersecurity,#digital
[121] #digital,#hackers
[121] cloud,computing
[86] #hackers,#infosec
[69] #infosec,reach2ratan
[60] #cloud,#cloudcomputing
[59] reach2ratan,#malware
[58] #malware,#cloud
[58] #iot,#iotpl
[58] #programming,#iot

Top Word Pairs in Tweet in G2:
[546] #iot,#iiot
[463] #bigdata,#analytics
[433] #iotpl,#ai
[408] #devcommunity,#programming
[404] #programming,#iot
[402] #iot,#iotpl
[371] #ai,#100daysofcode
[348] #analytics,#datascience
[299] #python,#rstats
[292] #datascience,#ai

Top Word Pairs in Tweet in G3:
[699] #iot,#iiot
[690] #bigdata,#analytics
[599] #analytics,#datascience
[513] #python,#rstats
[452] #datascience,#ai
[339] #ai,#machinelearning
[295] #iotpl,#ai
[276] #iot,#iotpl
[271] #programming,#iot
[266] #rstats,#reactjs

Top Word Pairs in Tweet in G4:
[298] #bigdata,#analytics
[270] #analytics,#datascience
[243] #iot,#iiot
[163] #datascience,#ai
[162] #python,#rstats
[137] #ai,#machinelearning
[137] #iiot,#pytorch
[136] #pytorch,#python
[108] #datascience,#iot
[107] #rstats,#tensorflow

Top Word Pairs in Tweet in G5:
[291] need,solution
[291] solution,providing
[291] providing,cloud
[291] cloud,base
[291] base,services
[291] services,command
[291] command,center
[291] center,enterprise
[291] enterprise,support
[291] support,citrix

Top Word Pairs in Tweet in G6:
[10] cloud,computing
[6] #cloud,#cloudcomputing
[4] #cloudcomputing,#cloud
[4] #news,#tech
[4] #tech,#cybersecurity
[4] #cybersecurity,#data
[3] create,first
[3] first,backend
[3] backend,mobile
[3] mobile,web

Top Word Pairs in Tweet in G7:
[130] #iot,#iiot
[107] #bigdata,#analytics
[98] #python,#rstats
[87] #analytics,#datascience
[75] #datascience,#ai
[69] #analytics,#machinelearning
[65] #rstats,#reactjs
[62] #machinelearning,#ai
[62] #reactjs,#iot
[60] gt,gt

Top Word Pairs in Tweet in G8:
[198] #rstats,#reactjs
[185] #iot,#iiot
[184] #python,#rstats
[184] #reactjs,#iot
[179] #analytics,#machinelearning
[178] #machinelearning,#ai
[170] #ai,#python
[125] #iiot,#bigdata
[47] #ml,#nlp
[36] #linux,#serverless

Top Word Pairs in Tweet in G9:
[53] ingliguori,#infographic
[37] ingliguori,#aiops
[37] #aiops,#mlops
[28] #mlops,#machinelearning
[26] ingliguori,#infosec
[26] #infosec,#infosecurity
[26] #infosecurity,#dataprotection
[26] #dataprotection,#cyberattack
[25] #machinelearning,#bigd
[22] #analytics,#bigdata

Top Word Pairs in Tweet in G10:
[16] gt,gt
[10] link,gt
[8] cloud,computing
[7] antgrasso,#cloudcomputing
[6] multi,cloud
[6] four,common
[6] common,container
[6] container,solution
[6] solution,models
[6] everestgroup,antgrasso

Top Replied-To
Top Replied-To in Entire Graph:
@awscloud
@bostondynamics
@tampabaydevops
@geekcrunchhost
@gartner_inc
@googlecloud
@ciscoiot
@github
@margaretsiegien
@7wdata

Top Replied-To in G1:
@awscloud
@tampabaydevops
@7wdata
@margaretsiegien
@ibm_es

Top Replied-To in G2:
@bostondynamics
@crn
@ciscoiot
@yuhelenyu
@wef

Top Replied-To in G3:
@geekcrunchhost
@github
@flivv

Top Replied-To in G5:
@csolutionlab

Top Replied-To in G7:
@yitechnology
@gartner_inc

Top Replied-To in G8:
@gerald_bader

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@analytics_699
@eli_krumova
@innovat78455398
@csolutionlab
@rvp
@iotcommunity
@kcore_analytics
@ingliguori
@reach2ratan

Top Mentioned in G1:
@reach2ratan
@innovat78455398
@cloudfordummies
@gp_pulipaka
@couponed_code
@geekcrunchr
@eli_krumova
@rvp
@iotcommunity
@kcore_analytics

Top Mentioned in G2:
@eli_krumova
@innovat78455398
@gp_pulipaka
@iotcommunity
@rvp
@kcore_analytics
@analytics_699
@sourabhskatoch
@onalytica
@carnegiemellon

Top Mentioned in G3:
@gp_pulipaka
@analytics_699
@eli_krumova
@innovat78455398
@techopcode
@yywwy3
@courseop
@jucktion
@ingliguori
@sourabhskatoch

Top Mentioned in G4:
@gp_pulipaka
@readersdigest
@yywwy3
@analytics_699
@eli_krumova
@sheraj99
@quickstartintel
@infoworld
@innovat78455398
@jmu

Top Mentioned in G5:
@csolutionlab
@gp_pulipaka
@globaliqx
@eli_krumova

Top Mentioned in G6:
@marcouxalexand1
@gtpintado
@drgem2015
@modisrecrutefr
@joannalaznicka
@meisshaily

Top Mentioned in G7:
@analytics_699
@gp_pulipaka
@eli_krumova
@innovat78455398
@ingliguori
@rvp
@iotcommunity
@kcore_analytics
@pinakilaskar
@mikequindazzi

Top Mentioned in G8:
@analytics_699
@gp_pulipaka
@eli_krumova
@mckinsey
@bimedotcom
@tectral
@jakeli12704641
@yywwy3
@innovat78455398
@antgrasso

Top Mentioned in G9:
@ingliguori
@gp_pulipaka
@antgrasso
@globaliqx
@kirkdborne
@mclynd
@avrohomg
@akwyz
@cloudfordummies
@haroldsinnott

Top Mentioned in G10:
@antgrasso
@everestgroup
@lindagrass0
@globaliqx
@ingliguori
@cyberdigitaltec
@rosenchild
@eli_krumova
@microsoft
@azure

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@chidambara09
@cybersec_feeds
@femtech_
@gambiste1
@aaroncuddeback
@xaelbot
@rosenchild
@b1e56df9ce6549f

Top Tweeters in G1:
@chidambara09
@bexxmodd
@zimei_no_ri
@slate
@dataaugmented
@mashable
@botraj1
@simonlporter
@techjunkiejh
@mig30m6

Top Tweeters in G2:
@sectest9
@marshawright
@cybersec_feeds
@femtech_
@xaelbot
@rvp
@santchiweb
@thedeveloperbot
@calcaware
@ssxman2

Top Tweeters in G3:
@aaroncuddeback
@codegnuts
@cybersecurityn8
@andrewmorrisuk
@agedchild003
@friday_js_bot
@womencodersbot
@javascriptflx
@30xcodes
@grattongirl

Top Tweeters in G4:
@b1e56df9ce6549f
@machinelearnflx
@juanjo3800
@ricardo_ik_ahau
@dreammex
@hectorsmx
@abdoul_official
@fullnam35087976
@datascience__
@gdorn1

Top Tweeters in G5:
@hernangraffe
@acespacek
@datacenter__
@ranibilquees
@amanrajzadi
@haidar89110018
@mossaal21892542
@khanzad42585314
@zibash8
@zainsha62759168

Top Tweeters in G6:
@gtpintado
@drgem2015
@utronschindler
@hackernoon
@meisshaily
@danielsteeves
@ceoawareness
@miguelcarvajalm
@abdlmajeed_raji
@czds

Top Tweeters in G7:
@gambiste1
@caring_mobile
@trendsinai
@code_convention
@foxbusiness
@albertan48
@humanre41270855
@the404code
@markanthonysm16
@jarritodcerveza

Top Tweeters in G8:
@fintechna
@vivmilano
@zerojuls
@rldi_lamy
@coder_487
@diebo37rt
@prosper_kenn
@dontcryindokid
@calzole
@gentoobot

Top Tweeters in G9:
@ilovebooks786
@openmarketingtv
@yvesmulkers
@mediapython
@mary_b_68
@domingonarvaez1
@alternative200
@quasagroup
@ronald_vanloon
@mohamma28307078

Top Tweeters in G10:
@rosenchild
@hubbucket
@urfagundem
@teamofindore
@macronimous
@edgeiotai
@samwalldigital
@sdxtech
@hajer_alqassimi
@antgrasso