%22data science%22 OR #datascience, Twitter, 2/22/2021 8:45:06 AM, 249348


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%22data science%22 OR #datascience_2021-02-21_16-31-58.xlsx
"data science" OR #datascience_2021-02-21_16-31-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 22, 2021
Short Description:
"data science" OR #datascience via NodeXL https://bit.ly/3sg4aFE
@epuujee
@godfrey_g_
@ronald_vanloon
@kirkdborne
@trendsinai
@gp_pulipaka
@ipfconline1
@paula_piccard
@hubofml
@fabriciosx

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

Description:
Description
The graph represents a network of 2,426 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 Monday, 22 February 2021 at 00:44 UTC.

The requested start date was Friday, 19 February 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, 1-hour, 22-minute period from Tuesday, 16 February 2021 at 04:02 UTC to Thursday, 18 February 2021 at 05:24 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 : 2426
Unique Edges : 2614
Edges With Duplicates : 15214
Total Edges : 17828
Number of Edge Types : 5
Retweet : 6714
MentionsInRetweet : 8184
Tweet : 1328
Mentions : 1545
Replies to : 57
Self-Loops : 1388
Reciprocated Vertex Pair Ratio : 0.00901491558760859
Reciprocated Edge Ratio : 0.0178687459389214
Connected Components : 199
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 1863
Maximum Edges in a Connected Component : 17073
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.609678
Graph Density : 0.00104639600207375
Modularity : 0.24634
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,426 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 Monday, 22 February 2021 at 00:44 UTC.

The requested start date was Friday, 19 February 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, 1-hour, 22-minute period from Tuesday, 16 February 2021 at 04:02 UTC to Thursday, 18 February 2021 at 05:24 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:
[39] https://elitedatascience.com/learn-statistics-for-data-science
[33] https://www.mltut.com/best-tensorflow-courses-certifications-online/
[32] https://content.techgig.com/ml-trends-to-watch-out-for-at-workplaces-in-2021/articleshow/80497729.cms
[32] https://mse238blog.stanford.edu/2017/07/hdangol/triangular-cross-relationship-between-ai-machine-learning-and-deep-learning/
[26] https://www.itproportal.com/features/ai-predictions-and-trends-to-watch-in-2021/
[24] https://www.linkedin.com/posts/ravikikan_startups-startup-productdesign-activity-6768018212593381376-TWAe
[24] https://www.youtube.com/watch?v=XfDfegpZGWw&feature=youtu.be

[23] https://elitedatascience.com/learn-machine-learning
[23] https://www.amazon.com/Introduction-Algorithms-3rd-MIT-Press/dp/0262033844/ref=as_li_ss_tl?dchild=1&keywords=algorithms&qid=1602624768&sr=8-1&linkCode=sl1&tag=shehan0c-20&linkId=186b0ac51c114902c1030c600b1d8937&language=en_US
[23] https://www.amazon.com/Algorithms-Unlocked-Press-Thomas-Cormen/dp/0262518805/ref=as_li_ss_tl?dchild=1&keywords=algorithms&qid=1602625028&sr=8-22&linkCode=sl1&tag=shehan0c-20&linkId=c23cdfb4ec8d69c76a8ec72ec5086d89&language=en_US

Top URLs in Tweet in G1:
[31] https://www.mltut.com/best-tensorflow-courses-certifications-online/
[28] https://elitedatascience.com/learn-statistics-for-data-science
[26] https://content.techgig.com/ml-trends-to-watch-out-for-at-workplaces-in-2021/articleshow/80497729.cms
[22] https://www.youtube.com/watch?v=XfDfegpZGWw&feature=youtu.be

[21] https://mse238blog.stanford.edu/2017/07/hdangol/triangular-cross-relationship-between-ai-machine-learning-and-deep-learning/
[19] https://www.amazon.com/Introduction-Algorithms-3rd-MIT-Press/dp/0262033844/ref=as_li_ss_tl?dchild=1&keywords=algorithms&qid=1602624768&sr=8-1&linkCode=sl1&tag=shehan0c-20&linkId=186b0ac51c114902c1030c600b1d8937&language=en_US
[19] https://www.amazon.com/Algorithms-Unlocked-Press-Thomas-Cormen/dp/0262518805/ref=as_li_ss_tl?dchild=1&keywords=algorithms&qid=1602625028&sr=8-22&linkCode=sl1&tag=shehan0c-20&linkId=c23cdfb4ec8d69c76a8ec72ec5086d89&language=en_US
[19] https://natural.ai/?referrer=823#/
[18] https://www.itproportal.com/features/ai-predictions-and-trends-to-watch-in-2021/
[18] https://elitedatascience.com/learn-machine-learning

Top URLs in Tweet in G2:
[8] https://thedatascientist.com/different-types-ai-explained/
[7] https://www.natlawreview.com/article/what-to-watch-artificial-intelligence-2021
[7] https://www.datasciencelearner.com/?p=671
[6] https://technaire.com/the-best-programming-languages-for-artificial-intelligence/
[5] https://www.amazon.com/dp/1734467509?tag=zippylab-20&linkCode=osi&th=1&psc=1
[5] https://www.hackernoon.com/deep-learning-chatbot-everything-you-need-to-know-r11jm30bc
[5] https://www.mckinsey.com/business-functions/mckinsey-digital/our-insights/breaking-through-data-architecture-gridlock-to-scale-ai
[5] https://medium.com/gr-capital-venture-blog/why-next-year-can-be-a-turning-point-for-the-global-insurance-innovation-market-ab497543cf37?utm_content=buffer7d997&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://medium.com/towards-artificial-intelligence/flight-delay-prediction-7cba01b0b0ab?source=rss----98111c9905da---4
[4] https://www.kevinmd.com/blog/2019/08/the-limitations-of-artificial-intelligence-in-cardiology.html

Top URLs in Tweet in G3:
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fdoes-facial-recognition-work-on-dogs-ca8853dc0961%3Fsource%3Drss----7f60cf5620c9---4
[5] https://www.forbes.com/sites/joemckendrick/2021/02/13/needed-people-to-put-the-intelligence-in-artificial-intelligence/
[5] https://twinybots.ch/
[4] https://content.techgig.com/ml-trends-to-watch-out-for-at-workplaces-in-2021/articleshow/80497729.cms
[3] https://www.nytimes.com/2021/02/09/science/arianna-wright-dead.html?smid=tw-share
[3] https://elitedatascience.com/learn-statistics-for-data-science
[3] https://www.analyticsinsight.net/heres-the-right-way-to-build-a-resume-make-a-career-in-data-science/
[3] https://bryanwhiting.github.io/dsnews/
[3] https://briefly.co/anchor/Data_science/story/2020-nfl-postseason-predictions-from-machine-learning-model--super-bowl?f=gravlax&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Data_science
[2] https://grjenkin.com/articles/category/data-science/5321677/how-robotic-process-automation-can-become-more-intelligent-7wdata

Top URLs in Tweet in G4:
[7] https://github.com/cshoggard/morris
[6] https://medium.com/swlh/21-amazing-youtube-channels-for-you-to-learn-ai-machine-learning-and-data-science-for-free-486c1b41b92a
[6] https://frie.codes/posts/shuffling-spotify-liked-songs-checking-assumptions/
[6] https://brettromero.com/pandas-how-to-pivot-data/
[5] https://www.r-bloggers.com/2021/02/make-your-r-package-easier-to-cite/
[5] https://www.glweb.eu/blog/digital-transformation/161-understanding-robotic-process-automation
[5] https://www.facebook.com/CardanoAE/
[5] https://probyto.com
[4] https://www.r-bloggers.com/2021/01/adding-action-buttons-in-rows-of-dt-data-table-in-r-shiny/
[4] https://www.r-bloggers.com/2021/02/using-tidymodels-to-predict-health-insurance-cost/

Top URLs in Tweet in G5:
[16] https://mitsloan.mit.edu/ideas-made-to-matter/next-chapter-analytics-data-storytelling
[7] https://quantsleague.com/
[6] https://elitedatascience.com/learn-statistics-for-data-science
[6] https://www.datasciencecentral.com/xn/detail/6448529:BlogPost:1028277?utm_source=dlvr.it&utm_medium=twitter
[5] https://towardsai.net/p
[5] https://technaire.com/the-best-programming-languages-for-artificial-intelligence/
[5] https://www.natlawreview.com/article/what-to-watch-artificial-intelligence-2021
[5] https://mse238blog.stanford.edu/2017/07/hdangol/triangular-cross-relationship-between-ai-machine-learning-and-deep-learning/
[5] https://www.institutionalinvestor.com/article/b1qlgbj7rstm2r/Artificial-Intelligence-Isn-t-Just-for-Quants-Anymore
[5] http://www.datasciencecentral.com/xn/detail/6448529:BlogPost:1029683?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[2] https://politicnation.com/politician-rating/joe-biden/
[1] https://manavector.com/curriculum/data-science-course/
[1] https://www.globalconveniencestorefocus.co.uk/features/insights-and-data-science-are-key-to-cracking-diversity-in-indian-grocery-market-says-future-group/
[1] https://einsteinmed.zoom.us/meeting/register/tJ0odO-urzopHNBzNNKp9fHFJ0Y5YhPvYCdI
[1] https://lms.ideators.tech/courses/data-science-professional-program/
[1] https://www.inc.com/
[1] https://www.linkedin.com/slink?code=gfqi4_3
[1] https://www.datacamp.com/courses/data-science-for-everyone?tap_a=5644-dce66f&tap_s=411670-1f1ebc
[1] https://www.edusum.com/microsoft/dp-100-designing-and-implementing-data-science-solution-microsoft-azure
[1] https://and-engineer.com/articles/YBhRYRAAAFYdj2Bb

Top URLs in Tweet in G7:
[6] https://medium.com/towards-artificial-intelligence/deploy-a-python-machine-learning-model-on-your-iphone-d006b1e04bc4?source=rss----98111c9905da---4&utm_source=dlvr.it&utm_medium=twitter
[5] https://medium.com/towards-artificial-intelligence/must-have-chrome-extensions-for-machine-learning-engineers-and-data-scientists-5968bda69ee?source=rss----98111c9905da---4&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.freecodecamp.org/news/building-a-data-science-curriculum-with-advanced-math-and-machine-learning/
[3] https://amplify.hpe.com/Article/Redirect/d2a0258d-5e91-4817-a909-3616d0038751?uc=135563&g=529ea3dd-56d9-4490-bfa0-ed21a2c9f93a&f=1633847
[3] https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/
[2] https://zpy.io/ca/1a8f0072
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F9-distance-measures-in-data-science-918109d069fa
[2] https://www.analyticsvidhya.com/blog/2021/02/key-python-packages-for-data-science/
[2] http://www.fiverr.com/193236137?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=v8Y68D
[2] https://search.google.com/local/posts?q=360DigiTMG+-+Data+Science,+IR+4.0,+AI,+Machine+Learning+Training+in+Malaysia&ludocid=605832447184469030&lpsid=7909570331008854890&source=sh/x/localposts&lsig=AB86z5XCt4yhxC9HKTo3jpVrkY3l

Top URLs in Tweet in G8:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D_JkcxhKgFNs&q=EgS4SO-bGOX7y4EGIhkA8aeDSzmEr0-j0SbADHwtT9AiHzjoeCxCMgFy

Top URLs in Tweet in G10:
[2] https://epjdatascience.springeropen.com/submission-guidelines?utm_source=twitter&utm_medium=social&utm_content=organic&utm_campaign=SRCS_2_HS01_GL_AO%20EPDS
[1] https://bit.ly/3ogRiNs
[1] https://bit.ly/395OE8E
[1] https://bit.ly/2PIYPVV
[1] https://bit.ly/3jTMXPe
[1] https://bit.ly/2ZZYK61
[1] https://bit.ly/2ZrPmrN
[1] https://bit.ly/2VzJ6eW
[1] https://bit.ly/3s3D6t9
[1] https://bit.ly/3qKO9aI

Top Domains
Top Domains in Tweet in Entire Graph:
[266] bah.com
[239] medium.com
[193] twitter.com
[188] amazon.com
[126] blogspot.com
[93] datasciencecentral.com
[72] elitedatascience.com
[72] youtube.com
[70] towardsdatascience.com
[69] bit.ly

Top Domains in Tweet in G1:
[194] bah.com
[125] amazon.com
[121] twitter.com
[106] medium.com
[92] blogspot.com
[53] elitedatascience.com
[52] co.uk
[52] youtube.com
[45] dan.com
[43] dy.si

Top Domains in Tweet in G2:
[37] medium.com
[30] bit.ly
[26] amazon.com
[22] bah.com
[19] ift.tt
[17] forbes.com
[14] dy.si
[13] towardsdatascience.com
[10] twitter.com
[8] datasciencecentral.com

Top Domains in Tweet in G3:
[28] twitter.com
[15] towardsdatascience.com
[12] briefly.co
[10] medium.com
[7] datasciencecentral.com
[6] forbes.com
[6] google.com
[5] blogspot.com
[5] analyticsinsight.net
[5] twinybots.ch

Top Domains in Tweet in G4:
[33] r-bloggers.com
[20] medium.com
[11] twitter.com
[11] datasciencecentral.com
[9] towardsdatascience.com
[9] github.com
[7] 5stocksinto.com
[7] bah.com
[6] kdnuggets.com
[6] frie.codes

Top Domains in Tweet in G5:
[40] bah.com
[33] datasciencecentral.com
[28] medium.com
[19] amazon.com
[18] blogspot.com
[16] mit.edu
[12] elitedatascience.com
[11] towardsai.net
[10] twitter.com
[9] forbes.com

Top Domains in Tweet in G6:
[3] linkedin.com
[3] medium.com
[3] politicnation.com
[3] youtu.be
[2] twitter.com
[2] com.br
[2] boardinfinity.com
[1] manavector.com
[1] co.uk
[1] zoom.us

Top Domains in Tweet in G7:
[15] medium.com
[6] amazon.com
[4] zpy.io
[4] google.com
[4] deepai.org
[3] freecodecamp.org
[3] hpe.com
[3] udemy.com
[2] linkedin.com
[2] analyticsvidhya.com

Top Domains in Tweet in G8:
[1] google.com

Top Domains in Tweet in G10:
[19] bit.ly
[2] springeropen.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3746] datascience
[3634] ai
[3377] machinelearning
[2342] python
[2099] bigdata
[2006] iot
[1870] analytics
[1773] 100daysofcode
[1159] iiot
[973] artificialintelligence



Top Hashtags in Tweet in G1:
[2334] ai
[2185] machinelearning
[2111] datascience
[1844] python
[1515] iot
[1474] bigdata
[1442] 100daysofcode
[1426] analytics
[976] iiot
[801] programming

Top Hashtags in Tweet in G2:
[494] ai
[475] datascience
[411] machinelearning
[298] bigdata
[227] artificialintelligence
[201] iot
[193] nlp
[181] deeplearning
[130] analytics
[121] robots

Top Hashtags in Tweet in G3:
[105] datascience
[83] machinelearning
[78] ai
[59] python
[55] nlp
[51] analytics
[30] bigdata
[23] 100daysofcode
[23] deeplearning
[22] iot

Top Hashtags in Tweet in G4:
[320] datascience
[245] ai
[201] machinelearning
[112] iot
[105] python
[96] bigdata
[85] analytics
[82] 100daysofcode
[81] artificialintelligence
[71] rstats

Top Hashtags in Tweet in G5:
[496] datascience
[396] machinelearning
[386] ai
[194] python
[158] bigdata
[152] analytics
[136] 100daysofcode
[135] deeplearning
[127] iot
[104] artificialintelligence

Top Hashtags in Tweet in G6:
[34] datascience
[8] artificialintelligence
[7] ai
[7] machinelearning
[6] programming
[4] statistics
[4] bigdata
[4] webdevelopment
[4] digitalmarketing
[3] technology

Top Hashtags in Tweet in G7:
[30] datascience
[28] machinelearning
[16] python
[11] data_science
[9] ai
[8] ad
[7] machine_learning
[7] bigdata
[6] ios
[6] artificialintelligence

Top Hashtags in Tweet in G8:
[1] climate
[1] carbontax
[1] nwo
[1] cdnpoli
[1] bcpoli

Top Hashtags in Tweet in G10:
[5] ai
[3] iot
[2] tech
[2] robotics
[2] drones
[2] ar
[2] vr
[2] machinelearning
[2] analytics
[1] technology

Top Words
Top Words in Tweet in Entire Graph:
[3746] #datascience
[3637] #ai
[3377] #machinelearning
[2342] #python
[2099] #bigdata
[2008] #iot
[1943] data
[1870] #analytics
[1773] #100daysofcode
[1421] learning

Top Words in Tweet in G1:
[2336] #ai
[2185] #machinelearning
[2111] #datascience
[1844] #python
[1517] #iot
[1474] #bigdata
[1442] #100daysofcode
[1426] #analytics
[976] #iiot
[801] #programming

Top Words in Tweet in G2:
[494] #ai
[475] #datascience
[411] #machinelearning
[298] #bigdata
[227] #artificialintelligence
[203] intelligence
[201] #iot
[196] artificial
[193] #nlp
[192] more

Top Words in Tweet in G3:
[404] data
[327] science
[105] #datascience
[83] #machinelearning
[83] intelligence
[83] artificial
[79] more
[78] #ai
[75] learning
[68] ai

Top Words in Tweet in G4:
[320] #datascience
[246] #ai
[201] #machinelearning
[112] #iot
[105] #python
[96] #bigdata
[91] learning
[85] #analytics
[83] data
[82] #100daysofcode

Top Words in Tweet in G5:
[496] #datascience
[396] #machinelearning
[386] #ai
[249] data
[194] #python
[182] iainljbrown
[171] learning
[165] intelligence
[161] artificial
[158] #bigdata

Top Words in Tweet in G6:
[55] data
[46] science
[34] #datascience
[9] video
[8] #artificialintelligence
[7] #ai
[7] #machinelearning
[6] #programming
[6] more
[6] sql

Top Words in Tweet in G7:
[87] learning
[81] machine
[73] data
[52] science
[30] #datascience
[28] #machinelearning
[20] python
[16] #python
[11] #data_science
[10] scientists

Top Words in Tweet in G8:
[3] anna98831
[3] peterdclack
[3] medbennett
[3] cafeliminal
[3] jimdtweet
[3] johndowney
[3] gerardmlaw
[3] jch_of
[3] snarkydr
[3] rod85928236

Top Words in Tweet in G9:
[6] data
[3] science
[2] wolvesforkamala
[2] dire_wolves
[2] ggforthepeople
[2] mara_revived
[2] oreginal49ers
[2] thunderheadfan
[2] like_h2o
[2] beninbiloxi

Top Words in Tweet in G10:
[52] data
[49] university
[49] london
[49] offers
[49] supported
[49] online
[49] degrees
[49] fields
[49] economics
[49] business

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1106] data,science
[856] #iot,#iiot
[830] machine,learning
[771] #ai,#100daysofcode
[742] #bigdata,#analytics
[690] #analytics,#datascience
[684] #datascience,#ai
[668] #machinelearning,#python
[626] artificial,intelligence
[606] #ai,#machinelearning

Top Word Pairs in Tweet in G1:
[735] #iot,#iiot
[645] #bigdata,#analytics
[602] #ai,#100daysofcode
[594] #analytics,#datascience
[571] #datascience,#ai
[505] #machinelearning,#python
[440] #ai,#machinelearning
[436] #analytics,#ai
[426] #python,#nlp
[389] #nlp,#analytics

Top Word Pairs in Tweet in G2:
[193] artificial,intelligence
[155] #datascience,#machinelearning
[143] read,more
[124] #deeplearning,#nlp
[118] #nlp,#robots
[112] machine,learning
[104] #machinelearning,#bigdata
[101] #artificialintelligence,#ai
[97] #ai,#datascience
[84] more,#artificialintelligence

Top Word Pairs in Tweet in G3:
[318] data,science
[77] artificial,intelligence
[45] machine,learning
[37] science,team
[34] genetics,molecular
[34] molecular,biology
[34] biology,data
[34] team,screening
[34] screening,using
[34] using,computer

Top Word Pairs in Tweet in G4:
[54] #ai,#100daysofcode
[54] machine,learning
[43] #rstats,#datascience
[37] #programming,#iot
[36] #iot,#iotpl
[35] #devcommunity,#programming
[35] #iotpl,#ai
[32] #ai,#machinelearning
[31] artificial,intelligence
[29] #machinelearning,#python

Top Word Pairs in Tweet in G5:
[159] artificial,intelligence
[115] machine,learning
[96] read,more
[78] data,science
[73] #datascience,#machinelearning
[70] #ai,#100daysofcode
[60] #machinelearning,#python
[58] #machinelearning,#datascience
[58] #ai,#machinelearning
[58] #machinelearning,#deeplearning

Top Word Pairs in Tweet in G6:
[45] data,science
[4] #datascience,#bigdata
[3] based,recent
[3] recent,news
[3] using,data
[3] #machinelearning,#datascience
[3] web,development
[3] mastering,sql
[3] sql,postgresql
[3] postgresql,writing

Top Word Pairs in Tweet in G7:
[80] machine,learning
[52] data,science
[10] data,scientists
[8] artificial,intelligence
[8] science,machine
[7] #datascience,#machinelearning
[6] deploy,python
[6] python,machine
[6] learning,model
[6] model,iphone

Top Word Pairs in Tweet in G8:
[3] anna98831,peterdclack
[3] peterdclack,medbennett
[3] medbennett,cafeliminal
[3] cafeliminal,jimdtweet
[3] jimdtweet,johndowney
[3] johndowney,gerardmlaw
[3] gerardmlaw,jch_of
[3] jch_of,snarkydr
[3] snarkydr,rod85928236
[2] regimechangebc,anna98831

Top Word Pairs in Tweet in G9:
[3] data,science
[2] wolvesforkamala,dire_wolves
[2] dire_wolves,ggforthepeople
[2] ggforthepeople,mara_revived
[2] mara_revived,oreginal49ers
[2] oreginal49ers,thunderheadfan
[2] thunderheadfan,like_h2o
[2] like_h2o,beninbiloxi
[2] beninbiloxi,kacey325
[2] kacey325,return_carriage

Top Word Pairs in Tweet in G10:
[49] university,london
[49] london,offers
[49] offers,supported
[49] supported,online
[49] online,degrees
[49] degrees,fields
[49] fields,economics
[49] economics,business
[49] business,management
[49] management,data

Top Replied-To
Top Replied-To in Entire Graph:
@wids_worldwide
@al_grigor
@aldlimited
@jfkuniv
@elisabete
@uqac
@boredelonmusk
@native4data
@mysql
@nerd_elon

Top Replied-To in G1:
@aldlimited
@grazytgrazynatt
@shank_comics
@nafunalove
@mysql
@notdaaverage_jo

Top Replied-To in G3:
@wids_worldwide
@al_grigor
@cher
@jfkuniv
@uasoutheast
@elisabete
@uqac
@svpino
@thehill
@vboykis

Top Replied-To in G4:
@nciphysci

Top Replied-To in G5:
@native4data

Top Replied-To in G6:
@manavatlas

Top Replied-To in G7:
@fatitaghizadeh

Top Replied-To in G8:
@anna98831

Top Replied-To in G9:
@spinningby
@michellem

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@paula_piccard
@iainljbrown
@innovat78455398
@chidambara09
@ronald_vanloon
@margaretsiegien
@sirlupinwatson
@catherineadenle

Top Mentioned in G1:
@gp_pulipaka
@kirkdborne
@paula_piccard
@innovat78455398
@chidambara09
@sirlupinwatson
@catherineadenle
@margaretsiegien
@sourabhskatoch
@bylilyv

Top Mentioned in G2:
@ronald_vanloon
@iainljbrown
@kirkdborne
@jblefevre60
@paula_piccard
@sallyeaves
@ingliguori
@margaretsiegien
@spirosmargaris
@ipfconline1

Top Mentioned in G3:
@iainljbrown
@paula_piccard
@realtakedump
@dwoodru11
@uol_ugrad_lse
@wids_worldwide
@catherineadenle
@ucnz
@ucnzmaths
@margaretsiegien

Top Mentioned in G4:
@innovat78455398
@kirkdborne
@ronald_vanloon
@icymi_r
@paula_piccard
@gp_pulipaka
@iainljbrown
@rbloggers
@thenewsmodel
@catherineadenle

Top Mentioned in G5:
@iainljbrown
@kirkdborne
@innovat78455398
@paula_piccard
@gp_pulipaka
@towards_ai
@ikingofml1
@yowifix
@ipfconline1
@harbrimah

Top Mentioned in G6:
@montebiodesign
@politic_nation
@eazytecsolution

Top Mentioned in G7:
@mcqubit
@datascience__
@bylilyv
@iainljbrown
@machinelearnflx
@neo4j
@gmdesh
@jrosenfeld13
@jeethu
@penn_state

Top Mentioned in G8:
@peterdclack
@medbennett
@cafeliminal
@jimdtweet
@johndowney
@gerardmlaw
@jch_of
@snarkydr
@rod85928236
@regimechangebc

Top Mentioned in G9:
@wolvesforkamala
@dire_wolves
@ggforthepeople
@mara_revived
@oreginal49ers
@thunderheadfan
@like_h2o
@beninbiloxi
@kacey325
@return_carriage

Top Mentioned in G10:
@uol_ugrad_lse
@thenewsmodel
@springercompsci
@odsc
@gp_pulipaka
@paula_piccard

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@sectest9
@paoloigna1
@cybersec_feeds
@chidambara09
@independent
@aaroncuddeback
@xaelbot
@thehill
@codedailybot

Top Tweeters in G1:
@alerttrade
@sectest9
@paoloigna1
@cybersec_feeds
@chidambara09
@aaroncuddeback
@xaelbot
@codedailybot
@codegnuts
@cybersecurityn8

Top Tweeters in G2:
@independent
@rvp
@tess_blue815
@ssxman2
@nicochan33
@trippbraden
@marshacollier
@akwyz
@shicooks
@time

Top Tweeters in G3:
@thehill
@epuujee
@cagramps63
@metropulseusa
@spokyjama
@grjenkin
@domingonarvaez1
@google
@dhanangw
@joscuadros

Top Tweeters in G4:
@mashable
@grattongirl
@rstatstweet
@kuriharan
@techcrunch
@tristanbergh
@reynald93063819
@mvargasgarro
@charlyaztec
@edrc30

Top Tweeters in G5:
@into_ai
@entwistletx
@hubofml
@trendsinai
@fabriciosx
@imagine_garden
@danieltissera
@joseph_santoro
@robotconsumer
@technojeder

Top Tweeters in G6:
@iptops_com_news
@prosyscom_it
@clinicalclasses
@dd_nana_
@zhangigg
@platzi
@hsianghui
@tsuki_
@dd_bun_
@a_ranking_news

Top Tweeters in G7:
@machinelearnflx
@ml_tweet_bot
@securitytube
@samadovaabditch
@portablerockart
@joseperezjr01
@neo4j
@penn_state
@journoian
@inkbotdesign

Top Tweeters in G8:
@usashopper
@regimechangebc
@hms_indomitable
@geraldkutney
@noelturner194
@roypentland
@ejwwest
@nikolovscience
@swcrisis
@mentalmal1

Top Tweeters in G9:
@eminently_me5
@tiredinor4now
@tiffmc1013
@alysson
@sirgoldenrod
@needle_of_arya
@thunderheadfan
@femmescarlet
@bluesteeldc
@ggforthepeople

Top Tweeters in G10:
@jaygod_96
@enricofrasca3
@my_bluegrey1230
@jmekaofficial
@timoh_mwathi
@mrspacelyy9
@xo__debbie
@sbnationalist
@smithcares2012
@osecent1