%22data science%22 OR #datascience, Twitter, 7/31/2020 11:59:27 PM, 231536


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%22data science%22 OR #datascience_2020-07-31_16-38-25.xlsx
"data science" OR #datascience_2020-07-31_16-38-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
"data science" OR #datascience via NodeXL https://bit.ly/2XeDacz
@ronald_vanloon
@developersbot
@kirkdborne
@chidambara09
@techtrendingnow
@gp_pulipaka
@ipfconline1
@rstatstweet
@nvsdata
@dthompsondev

Top hashtags:
#datascience
#bigdata
#ai
#machinelearning

Description:
Description
The graph represents a network of 2,699 Twitter users whose tweets in the requested range contained ""data science" OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 23:47 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 4-hour, 15-minute period from Wednesday, 29 July 2020 at 00:50 UTC to Thursday, 30 July 2020 at 05:05 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 : 2699
Unique Edges : 2540
Edges With Duplicates : 9319
Total Edges : 11859
Number of Edge Types : 5
MentionsInRetweet : 5298
Mentions : 1302
Retweet : 4059
Tweet : 1085
Replies to : 115
Self-Loops : 1147
Reciprocated Vertex Pair Ratio : 0.0144563167818982
Reciprocated Edge Ratio : 0.0285006195786865
Connected Components : 458
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 1613
Maximum Edges in a Connected Component : 10374
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.038799
Graph Density : 0.000664936166402679
Modularity : 0.338046
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,699 Twitter users whose tweets in the requested range contained "%22data science%22 OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 23:47 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 4-hour, 15-minute period from Wednesday, 29 July 2020 at 00:50 UTC to Thursday, 30 July 2020 at 05:05 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 : %22data science%22 OR #datascience
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:
[165] https://cypressdatadefense.com/blog/devops-challenges-and-solutions/
[53] https://cypressdatadefense.com/blog/mobile-app-security-risks/
[44] https://cypressdatadefense.com/blog/cybersecurity-risks/
[42] https://link.springer.com/openurl?genre=book&isbn=978-3-319-47831-9
[38] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[35] https://engage.bah.com/Article/Redirect/ca871c79-6319-41ec-80c6-b4289cd04801?uc=30185&g=7591938c-9bcb-4c04-ba1d-e30de9c5782d&f=146212
[24] https://twitter.com/search?q=amzn.to
[23] from:kirkdborne&src=typed_query&f=live
[23] https://www.jadirectives.com/coursera-deep-learning-specialization-review/
[22] https://forms.gle/br6pSipGUznm7au98

Top URLs in Tweet in G1:
[9] https://engage.bah.com/Article/Redirect/bd0ac860-8d97-4c84-9255-7bd74390ccf1?uc=30185&g=73339bf0-6844-45d2-83fd-d7b3b1c6f213&f=70243
[9] https://www.scientificamerican.com/article/faced-with-data-deluge-astronomers-turn-to-automation/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf217909055=1
[6] https://data-flair.training/blogs/history-of-artificial-intelligence/
[6] https://towardsdatascience.com/you-dont-need-big-data-to-apply-deep-learning-3ca613585583
[5] https://aibusiness.com/explainable-ai-interpretability/
[5] https://forms.gle/br6pSipGUznm7au98
[5] https://www.topbots.com/transforming-industries-combining-ai-iot-interview-kevin-scott-cto-microsoft/
[5] https://www.youtube.com/watch?v=ny1iZ5A8ilA&feature=youtu.be

[5] https://evergreen.team/articles/data-acquisition-date-mining.html
[4] https://twitter.com/search?q=amzn.to

Top URLs in Tweet in G2:
[41] https://link.springer.com/openurl?genre=book&isbn=978-3-319-47831-9
[27] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[18] https://cypressdatadefense.com/blog/devops-challenges-and-solutions/
[17] https://forms.gle/br6pSipGUznm7au98
[17] https://www.techrepublic.com/article/cybersecurity-risks-grow-as-thousands-of-federal-employees-shift-to-telecommuting/#ftag=RSS56d97e7
[17] https://twitter.com/ParisHilton/status/1288636579976589314?s=20
[15] https://twitter.com/i/events/1280321368307818498
[15] https://cousesites.blogspot.com/2020/07/pandas-and-scikit-learn-for-data.html
[15] https://onlinecoursenet.blogspot.com/2019/10/learn-python-programming-masterclass.html
[15] https://www.programmer-books.com/the-rails-3-way-2nd-edition/

Top URLs in Tweet in G3:
[21] https://engage.bah.com/Article/Redirect/ca871c79-6319-41ec-80c6-b4289cd04801?uc=30185&g=7591938c-9bcb-4c04-ba1d-e30de9c5782d&f=146212
[15] https://twitter.com/search?q=amzn.to
[14] from:kirkdborne&src=typed_query&f=live
[8] https://www.datasciencecentral.com/profiles/blogs/ai-driven-marketing-what-has-changed
[7] https://www.datasciencecentral.com/profiles/blogs/business-intelligence-analytics-in-one-picture
[7] https://iiot-world.com/industrial-iot/connected-industry/how-to-minimize-asset-failure-with-predictive-maintenance/
[6] https://www.amazon.com/Audible-Free-Trial-Digital-Membership/dp/B00NB86OYE/?ref_=assoc_tag_ph_1485906643682&_encoding=UTF8&camp=1789&creative=9325&linkCode=pf4&tag=kirkdborne-20&linkId=7e56506c63fc3e154a305af49ad8a772
[6] https://dy.si/yBSdb
[6] https://anotherdatum.com/gpt-3.html
[6] https://zpy.io/ca/e5cdb66a

Top URLs in Tweet in G4:
[4] https://www.forbes.com/sites/igorbosilkovski/2020/07/28/meet-the-israeli-entrepreneurs-who-just-raised-31-million-for-their-data-science-platform/
[3] https://www.connecticum.de/jobboerse/abschlussarbeit-im-bereich-entwicklung-eines-universellen-qualitaetssicherungskonzeptes-fuer-das-laserstrahlschweissen-im-bereich-data-science-ab-september-2020-stellenangebot-1325702.html
[3] https://twinybots.ch/
[2] http://learnstartup.net/p/rJKJH11xf
[2] https://twitter.com/kareem_carr/status/1288150725273554946
[2] https://medium.com/swlh/data-science-startup-its-a-match-9fc3b9c0a303
[2] https://docs.google.com/forms/d/e/1FAIpQLSeCMp10ByIeRUwb1_ajinLd7EvN_gwP0hgNAzvRqMxckbmLAQ/viewform?usp=send_form
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fnetflixtechblog.com%2Funbundling-data-science-workflows-with-metaflow-and-aws-step-functions-d454780c6280
[2] https://remotelypeople.com/remote-jobs/4254-senior-backend-developer-data-science
[2] https://algorithmxlab.com/blog/data-science-8-powerful-applications/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G6:
[143] https://cypressdatadefense.com/blog/devops-challenges-and-solutions/
[50] https://cypressdatadefense.com/blog/mobile-app-security-risks/
[33] https://cypressdatadefense.com/blog/cybersecurity-risks/
[15] https://cypressdatadefense.com/blog/benefits-of-outsourcing-security-services/
[13] https://www.jadirectives.com/coursera-deep-learning-specialization-review/
[11] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[9] https://cypressdatadefense.com/blog/mobile-app-security-vulnerabilities-and-how-to-mitigate-them-infographic/
[8] https://arthtechnology.com/
[2] https://cypressdatadefense.com/blog/cloud-computing-security-vulnerabilities/
[2] https://cypressdatadefense.com/blog/cyber-security-in-cloud/

Top URLs in Tweet in G7:
[6] http://theautomatic.net/2020/07/28/how-to-create-powerpoint-reports-with-r/?utm_source=rss&utm_medium=rss&utm_campaign=how-to-create-powerpoint-reports-with-r
[6] https://juliasilge.com/blog/palmer-penguins/
[4] https://www.r-bloggers.com/create-a-publication-ready-correlation-matrix-with-significance-levels-in-r/
[4] https://www.r-bloggers.com/getting-started-with-tidymodels-and-tidytuesday-palmer-penguins/
[4] https://www.r-bloggers.com/data-education-is-a-basic-human-right-freely-supporting-300000-students/
[4] https://www.r-bloggers.com/4-steps-to-building-a-successful-data-program/
[4] https://www.r-bloggers.com/learn-in-your-native-language-with-our-new-subtitle-translations/
[3] https://www.r-bloggers.com/supervised-machine-learning-for-text-analysis-in-r/
[3] https://www.r-bloggers.com/installing-and-running-ubuntu-on-a-2015-ish-macbook-air/
[3] https://www.r-bloggers.com/can-i-host-my-r-packages-on-npm-spoiler-yes/

Top URLs in Tweet in G8:
[1] https://twitter.com/m_ballesteross/status/1288327361247805440
[1] https://twitter.com/mikeandallie/status/1288268190380949504
[1] https://www.youtube.com/watch?v=-qeZyPvuhBU


Top URLs in Tweet in G9:
[3] https://medium.com/neo4j/community-detection-in-social-networks-with-neo4j-and-netscan-d2f90074dcbb
[2] https://www.brighttalk.com/webcast/18160/422686
[2] https://opendatascience.com/retrieving-webpages-through-python-programming/?utm_campaign=Learning%20Posts&utm_content=135445080&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://bdmservicenetwork.com/htna
[1] https://www.southerndatascience.com/
[1] https://aws.amazon.com/blogs/machine-learning/deploying-custom-models-built-with-gluon-and-apache-mxnet-on-amazon-sagemaker/?utm_campaign=Learning%20Posts&utm_content=135443353&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://opendatascience.com/cuspatial-accelerates-geospatial-and-spatiotemporal-processing/?utm_campaign=Learning%20Posts&utm_content=134707686&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://medium.com/@ODSC/building-a-covid-19-dashboard-with-tableau-ddf9a223e5bd?utm_campaign=Learning%20Posts&utm_content=135444861&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://medium.com/@ODSC/why-you-should-be-using-jupyter-notebooks-ea2e568c59f2?utm_campaign=Learning%20Posts&utm_content=135421436&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://opendatascience.com/ai-gold-rush-how-to-build-a-better-ai-startup/?utm_campaign=Learning%20Posts&utm_content=135445102&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323

Top URLs in Tweet in G10:
[4] https://www.cloud-chalktalk.com/certification
[4] https://cypressdatadefense.com/blog/devops-challenges-and-solutions/
[4] https://sloanreview.mit.edu/article/data-science-quarantined/
[3] https://www.sqlshack.com/getting-started-with-azure-sql-analytics/
[1] https://github.com/data-science-on-aws/workshop
[1] https://bit.ly/32Fl2vO
[1] https://www.youtube.com/channel/UCaHI211fIYKxUybOijecv8w

Top Domains
Top Domains in Tweet in Entire Graph:
[294] cypressdatadefense.com
[187] datasciencecentral.com
[176] twitter.com
[154] medium.com
[116] bah.com
[89] blogspot.com
[67] jadirectives.com
[61] amazon.com
[60] towardsdatascience.com
[59] r-bloggers.com

Top Domains in Tweet in G1:
[22] datasciencecentral.com
[20] medium.com
[19] towardsdatascience.com
[17] bah.com
[9] data-flair.training
[9] scientificamerican.com
[9] forbes.com
[8] youtube.com
[8] kdnuggets.com
[7] twitter.com

Top Domains in Tweet in G2:
[104] twitter.com
[81] medium.com
[81] blogspot.com
[46] springer.com
[42] programmer-books.com
[40] datasciencecentral.com
[36] jadirectives.com
[34] bah.com
[33] towardsdatascience.com
[31] cypressdatadefense.com

Top Domains in Tweet in G3:
[105] datasciencecentral.com
[63] bah.com
[44] amazon.com
[40] iammarketingmedia.com
[19] twitter.com
[19] dy.si
[17] zpy.io
[14] analyticsinsight.net
[13] medium.com
[11] iotworldtoday.com

Top Domains in Tweet in G4:
[18] twitter.com
[17] datasciencecentral.com
[12] medium.com
[8] himalsanchar.com
[7] upflow.co
[6] forbes.com
[5] youtube.com
[5] google.com
[5] chi2innovations.com
[4] linkedin.com

Top Domains in Tweet in G6:
[254] cypressdatadefense.com
[24] jadirectives.com
[8] arthtechnology.com

Top Domains in Tweet in G7:
[44] r-bloggers.com
[6] theautomatic.net
[6] juliasilge.com
[3] eddelbuettel.com
[2] colinfay.me
[2] paulvanderlaken.com
[2] stribny.name
[2] youtu.be
[2] krylysov.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G9:
[5] medium.com
[5] amazon.com
[4] opendatascience.com
[2] brighttalk.com
[2] bdmservicenetwork.com
[2] twitter.com
[1] southerndatascience.com
[1] wroc.pl
[1] harvard.edu
[1] infographicsarchive.com

Top Domains in Tweet in G10:
[4] cloud-chalktalk.com
[4] cypressdatadefense.com
[4] mit.edu
[3] sqlshack.com
[1] github.com
[1] bit.ly
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2788] datascience
[1886] bigdata
[1639] ai
[1408] machinelearning
[1162] python
[1082] iot
[970] analytics
[822] artificialintelligence
[821] iiot
[697] rstats



Top Hashtags in Tweet in G1:
[374] datascience
[363] ai
[251] machinelearning
[229] bigdata
[142] artificialintelligence
[124] iot
[94] deeplearning
[89] ml
[88] analytics
[69] iiot

Top Hashtags in Tweet in G2:
[1312] datascience
[1304] bigdata
[958] python
[878] ai
[790] iot
[776] analytics
[744] machinelearning
[649] iiot
[550] rstats
[437] programming

Top Hashtags in Tweet in G3:
[428] datascience
[300] ai
[279] machinelearning
[273] bigdata
[150] iot
[128] deeplearning
[93] iiot
[90] artificialintelligence
[86] iotpl
[74] datascientists

Top Hashtags in Tweet in G4:
[95] datascience
[21] ai
[15] machinelearning
[11] bigdata
[10] artificialintelligence
[9] dataanalytics
[8] data
[7] deeplearning
[6] analytics
[5] python

Top Hashtags in Tweet in G5:
[16] datascience
[4] analytics
[3] python
[2] machinelearning
[2] dataviz
[2] bigdata
[2] iot
[2] iiot
[2] pytorch
[2] rstats

Top Hashtags in Tweet in G6:
[237] datascience
[210] artificialintelligence
[81] devops
[39] analytics
[31] startups
[28] datascientist
[17] makeyourownlane
[17] webdevelopment
[17] 100daysofcode
[16] defstar5

Top Hashtags in Tweet in G7:
[72] datascience
[67] rstats
[10] tidytuesday
[7] rstudio
[6] office365
[6] statistics
[6] datascientists
[5] machinelearning
[4] python
[4] programming

Top Hashtags in Tweet in G8:
[2] datascience
[1] statstwitter
[1] rstats
[1] phdlife
[1] jsm2020
[1] diversity
[1] inclusivity

Top Hashtags in Tweet in G9:
[40] datascience
[20] machinelearning
[16] artificialintelligence
[16] industry40
[14] bigdata
[13] transhumanism
[13] posthumanism
[13] internetofthings
[13] wearables
[9] analytics

Top Hashtags in Tweet in G10:
[15] datascience
[8] devops
[8] azure
[7] aws
[6] cloudcomputing
[5] bigdata
[5] artificialintelligence
[4] it
[4] analytics
[4] algorithms

Top Words
Top Words in Tweet in Entire Graph:
[2788] #datascience
[1886] #bigdata
[1639] #ai
[1583] data
[1408] #machinelearning
[1162] #python
[1082] #iot
[1060] science
[970] #analytics
[822] #artificialintelligence

Top Words in Tweet in G1:
[374] #datascience
[363] #ai
[251] #machinelearning
[229] #bigdata
[157] ronald_vanloon
[142] #artificialintelligence
[127] data
[124] #iot
[94] #deeplearning
[89] #ml

Top Words in Tweet in G2:
[1312] #datascience
[1304] #bigdata
[958] #python
[878] #ai
[790] #iot
[776] #analytics
[744] #machinelearning
[649] #iiot
[550] #rstats
[437] #programming

Top Words in Tweet in G3:
[428] #datascience
[300] #ai
[279] #machinelearning
[273] #bigdata
[221] kirkdborne
[204] data
[150] #iot
[128] #deeplearning
[109] learning
[93] #iiot

Top Words in Tweet in G4:
[189] data
[153] science
[95] #datascience
[21] learning
[21] #ai
[15] #machinelearning
[13] machine
[13] experience
[12] python
[12] more

Top Words in Tweet in G5:
[80] development
[48] data
[45] science
[41] web
[40] learn
[40] python
[40] work
[40] ai
[40] dthompsondev
[39] making

Top Words in Tweet in G6:
[237] #datascience
[210] #artificialintelligence
[176] address
[143] major
[143] challenges
[83] risks
[82] #datasci
[81] #devops
[78] security
[67] mobile

Top Words in Tweet in G7:
[72] #datascience
[67] #rstats
[44] co
[29] rbloggers
[19] data
[17] learning
[10] create
[10] started
[10] tidymodels
[10] #tidytuesday

Top Words in Tweet in G8:
[31] data
[26] science
[20] kareem_carr
[14] philosophy
[10] need
[10] invent
[10] asap
[10] before
[10] die
[10] stupidity

Top Words in Tweet in G9:
[40] #datascience
[21] data
[20] #machinelearning
[16] #artificialintelligence
[16] #industry40
[14] #bigdata
[13] #transhumanism
[13] #posthumanism
[13] #internetofthings
[13] #wearables

Top Words in Tweet in G10:
[15] #datascience
[10] join
[10] davorabbit
[10] july
[10] 31
[10] 01
[10] 00
[10] pm
[10] learn
[10] build

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1022] data,science
[768] #bigdata,#analytics
[722] #analytics,#datascience
[714] #iot,#iiot
[599] #datascience,#ai
[512] #ai,#machinelearning
[506] #python,#rstats
[343] #iiot,#python
[321] #machinelearning,#iot
[302] machine,learning

Top Word Pairs in Tweet in G1:
[70] #ai,#machinelearning
[63] #datascience,#ai
[54] #analytics,#datascience
[52] #iot,#iiot
[51] data,science
[51] #bigdata,#analytics
[48] #machinelearning,#deeplearning
[42] machine,learning
[39] read,more
[36] #datascience,#bigdata

Top Word Pairs in Tweet in G2:
[695] #bigdata,#analytics
[644] #analytics,#datascience
[596] #iot,#iiot
[471] #datascience,#ai
[454] #python,#rstats
[375] #ai,#machinelearning
[313] #iiot,#python
[288] #machinelearning,#iot
[215] #iiot,#pytorch
[211] #pytorch,#python

Top Word Pairs in Tweet in G3:
[118] #bigdata,#datascience
[79] #iiot,#iotpl
[76] data,science
[70] #datascience,#machinelearning
[60] #iot,#iiot
[58] #datascience,#ai
[53] #machinelearning,#deeplearning
[52] machine,learning
[50] #ai,#machinelearning
[49] #artificialintelligence,#ai

Top Word Pairs in Tweet in G4:
[150] data,science
[13] machine,learning
[8] #datascience,#bigdata
[7] #bigdata,#ai
[6] first,steps
[6] steps,data
[6] science,project
[5] python,data
[5] #machinelearning,#datascience
[5] data,scientists

Top Word Pairs in Tweet in G5:
[45] data,science
[40] work,data
[40] ai,web
[40] web,development
[39] making,games
[39] games,frontend
[39] dthompsondev,learn
[38] learn,python
[38] python,work
[38] science,ai

Top Word Pairs in Tweet in G6:
[199] #datascience,#artificialintelligence
[145] address,#datascience
[143] challenges,address
[82] #artificialintelligence,#datasci
[77] major,#devops
[77] #devops,challenges
[67] mobile,app
[66] major,devops
[66] devops,challenges
[59] app,security

Top Word Pairs in Tweet in G7:
[56] #rstats,#datascience
[10] started,tidymodels
[10] tidymodels,#tidytuesday
[10] #tidytuesday,palmer
[10] palmer,penguins
[8] program,co
[7] getting,started
[7] #rstats,#rstudio
[6] create,publication
[6] publication,ready

Top Word Pairs in Tweet in G8:
[26] data,science
[12] philosophy,data
[10] need,invent
[10] invent,philosophy
[10] science,asap
[10] asap,before
[10] before,die
[10] die,stupidity
[9] kareem_carr,need
[7] learnfromerror,kareem_carr

Top Word Pairs in Tweet in G9:
[13] #transhumanism,#posthumanism
[13] #posthumanism,#industry40
[13] #industry40,#internetofthings
[13] #internetofthings,#wearables
[11] data,science
[11] #wearables,#artificialintelligence
[10] #artificialintelligence,#machinelearning
[9] #datascience,#machinelearning
[7] #machinelearning,#deeplearning
[6] #deeplearning,#bigdata

Top Word Pairs in Tweet in G10:
[10] join,davorabbit
[10] davorabbit,july
[10] july,31
[10] 31,01
[10] 01,00
[10] 00,pm
[10] pm,learn
[10] learn,build
[10] build,ai
[10] ai,powered

Top Replied-To
Top Replied-To in Entire Graph:
@ryandavidreece
@thehill
@codingfess
@kareem_carr
@chloeauyun
@learnfromerror
@agdata_ng
@ronald_vanloon
@ipfconline1
@harigovindanm

Top Replied-To in G1:
@nasa
@peltiertech

Top Replied-To in G2:
@ronald_vanloon
@edkwedar
@ipfconline1
@enricomolinari
@coursera

Top Replied-To in G3:
@ankitameht
@toshibausa
@westerndigital

Top Replied-To in G5:
@brendynford
@dthompsondev
@sputnikint

Top Replied-To in G8:
@ryandavidreece
@learnfromerror
@kareem_carr
@daniela_witten
@beckettws

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@gp_pulipaka
@ronald_vanloon
@sarthak_300
@chidambara09
@thisisgulshan
@jblefevre60
@dayus4heaven
@datasciencectrl
@sourabhskatoch

Top Mentioned in G1:
@ronald_vanloon
@jblefevre60
@kirkdborne
@andi_staub
@fabriziobustama
@ipfconline1
@gp_pulipaka
@spirosmargaris
@tdatascience
@mvollmer1

Top Mentioned in G2:
@gp_pulipaka
@sarthak_300
@chidambara09
@kirkdborne
@thisisgulshan
@dayus4heaven
@sourabhskatoch
@gavlaaaaaaaa
@blogixl
@ronald_vanloon

Top Mentioned in G3:
@kirkdborne
@datasciencectrl
@_asifbhat_
@hubbucket
@iam__network
@iotworldtoday
@miketamir
@datascience__
@sassoftware
@analyticsindiam

Top Mentioned in G4:
@dougbrowndba
@eelrekab
@excellenttutor_
@7gtech
@biconadvisory
@techjunkiejh
@dd_invest

Top Mentioned in G5:
@dthompsondev
@mrfugudatasci
@gp_pulipaka
@rohanlnaidu
@jarikatucker
@dataartisan1
@eannefawcett
@brewshoos
@sputnikint
@brendynford

Top Mentioned in G6:
@r_sharma77
@erika1234toni
@joywinter90
@lorenadecruz1
@ryanharis111
@nenamooore
@krititiwari10
@jadirectivestwt
@jamilahmed_16
@arthtechno

Top Mentioned in G7:
@rbloggers
@rweekly_live
@juliasilge
@r_programming
@majidrusiya
@gavlaaaaaaaa
@eddelbuettel
@_colinfay
@editorijsmi
@pablohaya

Top Mentioned in G8:
@kareem_carr
@rafalab
@daniela_witten
@learnfromerror
@stephaniehicks
@rladiesbmore
@fellgernon
@randi
@mikeandallie
@sabinaleonelli

Top Mentioned in G9:
@odsc
@jl_mico
@vitorcautiero
@medium
@neo4j
@edulastic
@cdwgwagov
@rvanbruggen
@bdldn_andy
@womeninstat

Top Mentioned in G10:
@davorabbit
@code
@pytorch
@azure
@csharpcorner
@nenamooore
@mitsmr
@prashantjayaram
@laurensmithhr
@noikeanolife

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@javascriptd
@chidambara09
@inabster
@evankirstel
@aaroncuddeback
@deejayiwan
@chipotletweets
@gambiste1
@sudeepkhatri

Top Tweeters in G1:
@evankirstel
@wwf
@fintechna
@bot_innovation
@andrewmorrisuk
@marshacollier
@nicochan33
@lollydaskal
@akwyz
@shicooks

Top Tweeters in G2:
@sectest9
@chidambara09
@aaroncuddeback
@gambiste1
@sudeepkhatri
@thomasclone
@femtech_
@calcaware
@100xcode
@nerdyflow

Top Tweeters in G3:
@deejayiwan
@iam__network
@rosenchild
@tess_blue815
@into_ai
@machinelearnflx
@hubbucket
@jacobussystems
@suriyasubraman
@designthinkbot

Top Tweeters in G4:
@techjunkiejh
@8worldnews
@atltechblogs
@rehownet2
@captaintabouli
@rautsan
@ritmonegro
@benyapa_k
@dd_nana_
@thaistressada__

Top Tweeters in G5:
@pardoe_ai
@marshal007_
@sputnikint
@nadditwider
@jarikatucker
@mbtallbert1982
@warmurd
@dthompsondev
@nexta_flames
@ngwuchinedug

Top Tweeters in G6:
@jesirok
@majorexxt
@callmenickwoods
@codervj
@iam_ripper
@carlyblit
@trariverz
@allmightyvon_
@meyoumusicboy
@thekartel_dkk

Top Tweeters in G7:
@aethylred
@sergio_cps
@obi21062573
@rstats4ds
@wragge
@_colinfay
@rbloggers
@t_pren
@juliasilge
@iljukov

Top Tweeters in G8:
@dochollandd
@mikeandallie
@danielwaweru
@learnfromerror
@fellgernon
@giannig97
@kareem_carr
@omaclaren
@bayesianboy
@ryandavidreece

Top Tweeters in G9:
@entwistletx
@firearmslawyer
@scalarhumanity
@dd_fafa_
@jl_mico
@shathamaskiry
@jadp
@neo4j
@odsc
@datazifu

Top Tweeters in G10:
@harishchand314
@noikeanolife
@csharpcorner
@mitsmr
@azure
@digitalcolmer
@naveenc860
@rottamotta
@mcbeniwal
@realrubberduck1