odsc, Twitter, 4/29/2021 9:44:31 PM, 253769


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odsc_2021-04-28_07-12-02.xlsx
odsc_2021-04-28_07-12-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 29, 2021
Short Description:
odsc via NodeXL https://bit.ly/2SiRbq5
@odsc
@kirkdborne
@2000_investor
@iainljbrown
@machinelearnflx
@ipfconline1
@ai_miami
@sarvagyaagrawal
@trendsinai
@albz_marocchino

Top hashtags:
#datascience
#machinelearning
#ai
#artificialintelligence
#python
#100daysofcode

Description:
Description
The graph represents a network of 772 Twitter users whose tweets in the requested range contained "odsc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 28 April 2021 at 14:14 UTC.

The requested start date was Wednesday, 28 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 20-minute period from Wednesday, 14 April 2021 at 00:05 UTC to Tuesday, 27 April 2021 at 22:26 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 : 772
Unique Edges : 665
Edges With Duplicates : 3743
Total Edges : 4408
Number of Edge Types : 5
Retweet : 1257
MentionsInRetweet : 1812
Mentions : 465
Replies to : 54
Tweet : 820
Self-Loops : 828
Reciprocated Vertex Pair Ratio : 0.0298039215686275
Reciprocated Edge Ratio : 0.0578827113480579
Connected Components : 77
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 570
Maximum Edges in a Connected Component : 3691
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.100735
Graph Density : 0.00220593670826529
Modularity : 0.22815
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 772 Twitter users whose tweets in the requested range contained "odsc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 28 April 2021 at 14:14 UTC.

The requested start date was Wednesday, 28 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 20-minute period from Wednesday, 14 April 2021 at 00:05 UTC to Tuesday, 27 April 2021 at 22:26 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 : odsc
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:
[65] https://medium.com/@ODSC/introduction-to-bayesian-deep-learning-f7568f524c90
[57] https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice
[35] https://medium.com/@ODSC/the-challenges-cloud-migration-poses-for-identity-b65960f27202?source=rss------cybersecurity-5&utm_source=dlvr.it&utm_medium=twitter
[29] https://twinybots.ch/
[26] https://opendatascience.com/casual-machine-learning-next-revolution-ai/
[21] https://opendatascience.com/linear-regression-in-machine-learning/
[15] https://odsc.com/europe/speakers/?utm_campaign=ODSC%20Europe&utm_content=161465694&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[11] https://opendatascience.com/understanding-the-mechanism-and-types-of-recurring-neural-networks/
[10] https://aiplus.odsc.com/courses/ds-102-machine-learning-modelling-in-theory-practice
[10] https://odsc.es/futbol/portadas/portada-as-27-abril-2021-un-hueso-camino-de-estambul/

Top URLs in Tweet in G1:
[4] https://www.ibm.com/blogs/research/2021/04/deep-document-understanding-complex-documents/?utm_campaign=Learning%20Posts&utm_content=163304293&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[3] https://www.nytimes.com/2020/11/24/science/artificial-intelligence-archaeology-cnn.html?utm_campaign=Learning%20Posts&utm_content=147124466&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[3] https://odsc.com/europe/speakers/?utm_campaign=ODSC%20Europe&utm_content=162524470&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[3] https://odsc.com/europe/speakers/?utm_campaign=ODSC%20Europe&utm_content=161465518&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[3] https://medium.com/@ODSC/introduction-to-bayesian-deep-learning-f7568f524c90
[2] https://medium.com/@ODSC/retrieving-webpages-through-python-programming-8f3bae8518a5?utm_campaign=Learning%20Posts&utm_content=161351026&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://news.mit.edu/2021/cardea-machine-learning-platform-health-care-data-insights-0409?utm_campaign=Learning%20Posts&utm_content=162513728&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://www.perceptilabs.com?utm_campaign=General%20Partnerships&utm_content=161829286&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://odsc.com/europe/speakers/?utm_campaign=ODSC%20Europe&utm_content=158437978&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://odsc.com/europe/speakers/?utm_campaign=ODSC%20Europe&utm_content=161465465&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323

Top URLs in Tweet in G2:
[21] https://medium.com/@ODSC/introduction-to-bayesian-deep-learning-f7568f524c90
[14] https://odsc.com/europe/speakers/?utm_campaign=ODSC%20Europe&utm_content=161465694&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[8] https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice
[7] https://medium.com/@ODSC/the-challenges-cloud-migration-poses-for-identity-b65960f27202?source=rss------cybersecurity-5&utm_source=dlvr.it&utm_medium=twitter
[6] https://odsc.com/europe/speakers/?utm_campaign=ODSC%20Europe&utm_content=162524434&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[6] https://odsc.com/europe/speakers/?utm_campaign=ODSC%20Europe&utm_content=161465518&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[6] https://opendatascience.com/casual-machine-learning-next-revolution-ai/
[5] https://medium.com/@ODSC/continuous-delivery-for-machine-learning-d07f2d0f051
[4] http://out.faveeo.com/?url=https://medium.com/@ODSC/continuous-delivery-for-machine-learning-d07f2d0f051&vertical=general&family=ai
[4] https://opendatascience.com/understanding-the-mechanism-and-types-of-recurring-neural-networks/

Top URLs in Tweet in G3:
[18] https://opendatascience.com/casual-machine-learning-next-revolution-ai/
[9] https://opendatascience.com/linear-regression-in-machine-learning/
[6] https://opendatascience.com/understanding-the-mechanism-and-types-of-recurring-neural-networks/
[3] https://opendatascience.com/measure-twice-model-once/
[2] https://opendatascience.com/understanding-the-temporal-difference-learning-and-its-predication/
[2] https://opendatascience.com/the-importance-of-p-values-in-data-science/
[1] https://twitter.com/i/web/status/1381872316662087681
[1] https://twitter.com/i/web/status/1215219677653282817
[1] https://twitter.com/i/web/status/1386670169909600258
[1] https://twitter.com/i/web/status/1385361031459921921

Top URLs in Tweet in G4:
[34] https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice
[7] https://aiplus.odsc.com/courses/ds-102-machine-learning-modelling-in-theory-practice
[5] https://app.aiplus.training/courses/domino-data-lab-and-amazon-sagemaker-model-management-and-monitoring-for-the-enterprise?utm_campaign=Webinars&utm_content=162846733&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[4] https://opendatascience.com/linear-regression-in-machine-learning/
[3] https://medium.com/@ODSC/introduction-to-bayesian-deep-learning-f7568f524c90
[2] https://medium.com/@ODSC/promoting-the-responsible-use-of-ai-in-health-care-dbfaa61e29bd?source=rss------artificial_intelligence-5
[2] https://opendatascience.com/casual-machine-learning-next-revolution-ai/
[2] https://odsc.com/europe/speakers/?utm_campaign=ODSC%20Europe&utm_content=163200170&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://medium.com/@ODSC/simplifying-mlops-with-model-registry-278e1232228e?source=rss-2b9d62538208------2
[1] https://aiplus.training/certificates/?utm_source=twitter&utm_medium=social&utm_campaign=kirk

Top URLs in Tweet in G6:
[10] https://odsc.es/futbol/portadas/portada-as-27-abril-2021-un-hueso-camino-de-estambul/
[7] https://odsc.es/futbol/portadas/portada-mundo-deportivo-25-abril-2021-otra-final/
[6] https://odsc.es/futbol/portadas/portada-mundo-deportivo-21-abril-2021-agoniza-la-superliga-brexit/
[6] https://odsc.es/futbol/portadas/portada-marca-25-abril-2021-con-el-chelsea-en-la-cabeza/
[5] https://odsc.es/futbol/internacional/el-sueldo-astronomico-que-pide-erling-haaland/
[4] https://odsc.es/futbol/portadas/portada-as-13-abril-2021-florentino-y-zidane-suena-con-anfield/
[4] https://odsc.es/futbol/portadas/portada-as-16-abril-2021-zizou-el-mago/
[4] https://odsc.es/futbol/fc-barcelona/el-barca-campeon-de-la-copa-del-rey-2021/
[4] https://odsc.es/futbol/declaraciones/florentino-sobre-la-superliga-a-lo-mejor-no-se-puede-hacer/
[4] https://odsc.es/futbol/portadas/portada-as-20-abril-2021-el-futbol-se-rompe/

Top URLs in Tweet in G7:
[29] https://medium.com/@ODSC/introduction-to-bayesian-deep-learning-f7568f524c90
[23] https://medium.com/@ODSC/the-challenges-cloud-migration-poses-for-identity-b65960f27202?source=rss------cybersecurity-5&utm_source=dlvr.it&utm_medium=twitter
[14] https://twinybots.ch/
[5] https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice
[1] https://medium.com/@ODSC/the-continuing-path-of-data-science-maturity-fe500e526888
[1] https://medium.com/@ODSC/top-applications-of-nlp-in-2021-f4decffee68
[1] https://aiplus.odsc.com/courses/ds-102-machine-learning-modelling-in-theory-practice
[1] https://twitter.com/odsc/status/1383571978473197571
[1] https://medium.com/@ODSC/continuous-delivery-for-machine-learning-d07f2d0f051
[1] https://wisdomplexus.com/blogs/6-benefits-of-robotic-process-automation-in-e-commerce/?utm_source=TW&utm_medium=SM&utm_campaign=AB

Top URLs in Tweet in G8:
[12] https://twinybots.ch/
[9] https://medium.com/@ODSC/introduction-to-bayesian-deep-learning-f7568f524c90
[5] https://medium.com/@ODSC/the-challenges-cloud-migration-poses-for-identity-b65960f27202?source=rss------cybersecurity-5&utm_source=dlvr.it&utm_medium=twitter
[2] https://medium.com/@odsc/8-laws-of-digital-transformation-to-drive-your-business-growth-d5e0623f33f6
[2] http://worldsolutions.work/2021/01/05/science-technology-53/
[1] https://twitter.com/i/web/status/1382132834152943619
[1] https://twitter.com/i/web/status/1381893653992443905
[1] https://briefly.co/anchor/Data_science/story/10-training-sessions-you-cant-miss-at-odsc-europe-2021?twitterHighlight=true&f=gravlax&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Data_science
[1] https://twitter.com/i/web/status/1382611127184588803
[1] https://twitter.com/odsc/status/1382259562439438342

Top URLs in Tweet in G9:
[8] https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice
[4] https://opendatascience.com/linear-regression-in-machine-learning/
[2] https://medium.com/@ODSC/retrieving-webpages-through-python-programming-8f3bae8518a5?utm_campaign=Learning%20Posts&utm_content=161351028&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://dy.si/jx7FR
[1] https://twitter.com/odsc/status/1368458391090257922
[1] https://medium.com/@ODSC/automated-machine-learning-myth-versus-realty-18b1afc86f0e

Top URLs in Tweet in G10:
[3] https://medium.com/@ODSC/civic-data-science-for-the-charles-river-watershed-association-4e4ea9f606b2?source=rss-2b9d62538208------2&utm_content=buffer0507a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://medium.com/@ODSC/healthcare-ai-the-technologies-tools-and-criteria-that-matter-e4c3268fd235?source=rss-2b9d62538208------2&utm_content=buffer57fbd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.analyticsvidhya.com/blog/2021/04/probability-theory-basics-in-machine-learning/
[1] https://medium.com/@ODSC/top-10-data-science-skills-for-2021-7e1e65e098ae?utm_content=162168933&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[1] https://medium.com/@ODSC/building-an-ethical-data-science-practice-ac8f2de5ad86?source=rss-2b9d62538208------2&utm_content=buffer32f89&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://medium.com/@ODSC/promoting-the-responsible-use-of-ai-in-health-care-dbfaa61e29bd?source=rss-2b9d62538208------2&utm_content=bufferab464&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[408] odsc.es
[221] odsc.com
[206] medium.com
[117] opendatascience.com
[99] twitter.com
[66] aiplus.training
[29] twinybots.ch
[17] nvidia.com
[9] machinelearningmastery.com
[8] delltechnologies.com

Top Domains in Tweet in G1:
[111] odsc.com
[55] aiplus.training
[54] medium.com
[48] opendatascience.com
[40] twitter.com
[17] nvidia.com
[9] machinelearningmastery.com
[8] delltechnologies.com
[8] dzone.com
[7] mit.edu

Top Domains in Tweet in G2:
[50] odsc.com
[45] medium.com
[18] opendatascience.com
[8] twitter.com
[4] aiplus.training
[4] faveeo.com
[2] twinybots.ch
[1] neurons.ai
[1] nytimes.com

Top Domains in Tweet in G3:
[40] opendatascience.com
[4] twitter.com
[2] medium.com
[1] odsc.com

Top Domains in Tweet in G4:
[44] odsc.com
[7] medium.com
[7] opendatascience.com
[6] aiplus.training
[1] datasciencecentral.com
[1] twitter.com

Top Domains in Tweet in G6:
[407] odsc.es

Top Domains in Tweet in G7:
[55] medium.com
[14] twinybots.ch
[6] odsc.com
[1] twitter.com
[1] wisdomplexus.com

Top Domains in Tweet in G8:
[24] medium.com
[12] twitter.com
[12] twinybots.ch
[2] odsc.space
[2] worldsolutions.work
[2] linkedin.com
[1] briefly.co
[1] aiplus.training
[1] boxfresh.site
[1] odsc.com

Top Domains in Tweet in G9:
[8] odsc.com
[4] opendatascience.com
[3] medium.com
[1] dy.si
[1] twitter.com

Top Domains in Tweet in G10:
[9] medium.com
[2] analyticsvidhya.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[790] datascience
[648] machinelearning
[522] ai
[338] artificialintelligence
[316] python
[308] 100daysofcode
[148] odsceurope
[146] deeplearning
[85] odscwebinar
[56] bigdata



Top Hashtags in Tweet in G1:
[283] datascience
[117] machinelearning
[88] odsceurope
[59] ai
[48] artificialintelligence
[42] odscwebinar
[40] deeplearning
[20] nlp
[17] python
[8] odscwest

Top Hashtags in Tweet in G2:
[116] machinelearning
[103] ai
[83] datascience
[45] odsceurope
[33] deeplearning
[28] odscwebinar
[24] bigdata
[21] python
[18] 100daysofcode
[17] artificialintelligence

Top Hashtags in Tweet in G3:
[53] machinelearning
[45] ai
[26] deeplearning
[20] datascience
[9] 100daysofcode
[4] robots
[4] fintech
[4] insurtech
[2] odsceurope
[1] ces2020

Top Hashtags in Tweet in G4:
[98] datascience
[74] machinelearning
[39] ai
[15] 100daysofcode
[14] odscwebinar
[13] odsceurope
[11] artificialintelligence
[11] python
[10] datascientists
[10] mlops

Top Hashtags in Tweet in G5:
[2] tern
[2] btc
[2] cryptocurrencies
[1] cybersecurity
[1] lot

Top Hashtags in Tweet in G7:
[32] cloudcomputing
[32] cybersecurity
[32] opendata
[29] deeplearning
[8] datascience
[5] machinelearning
[3] bigdata
[2] ai
[1] artificialintelligence
[1] ui

Top Hashtags in Tweet in G8:
[9] deeplearning
[9] learning
[5] opendata
[5] cloudcomputing
[5] cybersecurity
[2] topwoodscandal
[2] datascience
[1] data
[1] science
[1] dat

Top Hashtags in Tweet in G9:
[280] datascience
[272] machinelearning
[264] ai
[264] python
[259] 100daysofcode
[254] artificialintelligence
[11] bigdata
[7] iot
[6] analytics
[6] iiot

Top Hashtags in Tweet in G10:
[13] datascience
[8] machinelearning
[4] integrity
[4] diversity
[4] equity
[4] inclusion
[4] artificialintelligence
[4] ai
[2] ethical
[2] data

Top Words
Top Words in Tweet in Entire Graph:
[1154] odsc
[790] #datascience
[648] #machinelearning
[522] #ai
[338] #artificialintelligence
[316] #python
[308] #100daysofcode
[295] #
[286] bryan
[286] harris

Top Words in Tweet in G1:
[305] odsc
[283] #datascience
[143] data
[139] learning
[126] learn
[120] free
[117] #machinelearning
[97] deep
[96] training
[92] register

Top Words in Tweet in G2:
[344] odsc
[116] #machinelearning
[103] #ai
[83] #datascience
[73] learn
[61] learning
[58] free
[52] data
[50] more
[46] virtual

Top Words in Tweet in G3:
[53] #machinelearning
[47] odsc
[45] #ai
[34] ipfconline1
[26] #deeplearning
[20] #datascience
[18] causal
[18] next
[18] revolution
[18] osazuwa

Top Words in Tweet in G4:
[134] odsc
[98] #datascience
[74] #machinelearning
[68] ds
[60] kirkdborne
[47] join
[42] experts
[39] awscloud
[39] #ai
[34] online

Top Words in Tweet in G5:
[6] odsc
[4] tern
[4] plc
[4] robinklein
[3] frronconi
[3] deviceauthority
[3] schmarzo
[2] antgrasso
[2] datacamp
[2] owns

Top Words in Tweet in G6:
[171] 2021
[139] portada
[139] abril
[136] barça
[79] superliga
[72] orgullosofutbol
[72] última
[72] hora
[68] liga
[65] 21

Top Words in Tweet in G7:
[32] challenges
[32] cloud
[32] migration
[32] poses
[32] identity
[32] #cloudcomputing
[32] #cybersecurity
[32] #opendata
[30] learning
[29] introduction

Top Words in Tweet in G8:
[10] learning
[9] introduction
[9] bayesian
[9] deep
[9] #deeplearning
[9] #learning
[8] odsc
[7] data
[5] challenges
[5] cloud

Top Words in Tweet in G9:
[280] #datascience
[272] #machinelearning
[264] #ai
[264] #python
[260] odsc
[259] #100daysofcode
[256] #
[254] bryan
[254] harris
[254] deliver

Top Words in Tweet in G10:
[13] #datascience
[10] data
[9] science
[8] #machinelearning
[7] odsc
[5] ai
[4] wileyed
[4] rosenchild
[4] #integrity
[4] #diversity

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[330] #ai,#datascience
[293] #artificialintelligence,#ai
[287] odsc,#artificialintelligence
[286] bryan,harris
[286] harris,deliver
[286] deliver,keynote
[286] keynote,odsc
[286] #datascience,#100daysofcode
[286] #100daysofcode,#python
[286] #python,#machinelearning

Top Word Pairs in Tweet in G1:
[63] deep,learning
[59] #datascience,#machinelearning
[48] data,science
[47] machine,learning
[46] interpret,deep
[45] learning,model
[44] join,free
[42] free,#odscwebinar
[39] odsc,europe
[38] #datascience,#artificialintelligence

Top Word Pairs in Tweet in G2:
[45] odsc,europe
[40] odsc,odsc
[40] europe,virtual
[39] virtual,conference
[39] conference,speaker
[39] speaker,#odsceurope
[35] machine,learning
[30] odsc,join
[29] join,free
[29] #odsceurope,#machinelearning

Top Word Pairs in Tweet in G3:
[22] odsc,#ai
[18] causal,#machinelearning
[18] #machinelearning,next
[18] next,revolution
[18] revolution,#ai
[18] #ai,odsc
[18] odsc,osazuwa
[17] #ai,#datascience
[17] osazuwa,#deeplearning
[16] ipfconline1,causal

Top Word Pairs in Tweet in G4:
[39] experts,awscloud
[35] #datascience,#machinelearning
[34] ds,101
[34] 101,ds
[34] ds,102
[32] #datascience,experts
[30] online,#datascience
[30] #machinelearning,modeling
[30] modeling,courses
[30] courses,look

Top Word Pairs in Tweet in G5:
[4] tern,plc
[2] plc,owns
[2] owns,56
[2] robinklein,ianljones98
[2] ianljones98,nicochan33
[2] nicochan33,frronconi
[2] frronconi,odsc
[2] odsc,digitalcloudgal
[2] digitalcloudgal,alvinfoo
[2] alvinfoo,billgates

Top Word Pairs in Tweet in G6:
[139] abril,2021
[72] última,hora
[53] 2020,21
[47] liga,santander
[40] portada,mundo
[40] mundo,deportivo
[40] santander,2020
[34] copa,rey
[33] orgullosofutbol,portada
[33] portada,marca

Top Word Pairs in Tweet in G7:
[32] challenges,cloud
[32] cloud,migration
[32] migration,poses
[32] poses,identity
[29] introduction,bayesian
[29] bayesian,deep
[29] deep,learning
[29] learning,#deeplearning
[28] identity,#cloudcomputing
[27] machinelearnflx,introduction

Top Word Pairs in Tweet in G8:
[9] introduction,bayesian
[9] bayesian,deep
[9] deep,learning
[7] learning,#deeplearning
[7] #deeplearning,#learning
[5] challenges,cloud
[5] cloud,migration
[5] migration,poses
[5] poses,identity
[5] #cloudcomputing,#cybersecurity

Top Word Pairs in Tweet in G9:
[264] #ai,#datascience
[254] bryan,harris
[254] harris,deliver
[254] deliver,keynote
[254] keynote,odsc
[254] odsc,#artificialintelligence
[254] #artificialintelligence,#ai
[254] #datascience,#100daysofcode
[254] #100daysofcode,#python
[254] #python,#machinelearning

Top Word Pairs in Tweet in G10:
[9] data,science
[8] #datascience,#machinelearning
[4] #integrity,#diversity
[4] #diversity,#equity
[4] #equity,#inclusion
[4] #machinelearning,#artificialintelligence
[4] #artificialintelligence,#ai
[3] planning,jump
[3] jump,field
[3] field,data

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@odsc
@iainljbrown
@kirkdborne
@orgullosofutbol
@perceptilabs
@tensorflow
@ipfconline1
@awscloud
@machinelearnflx
@dominodatalab

Top Mentioned in G1:
@odsc
@perceptilabs
@tensorflow
@aicareerlab
@aiplustraining
@kirkdborne
@iainljbrown
@bobehayes
@awscloud
@dominodatalab

Top Mentioned in G2:
@odsc
@medium
@ipfconline1
@iainljbrown
@sara89911625
@uniofoxford
@ronald_vanloon
@perceptilabs
@tensorflow
@cybersecboardrm

Top Mentioned in G3:
@odsc
@ipfconline1
@osazuwa
@paula_piccard
@kirkdborne
@jblefevre60
@fabriziobustama
@deeplearn007
@schmarzo
@andi_staub

Top Mentioned in G4:
@odsc
@kirkdborne
@awscloud
@dominodatalab
@iainljbrown
@perceptilabs
@domin
@ipfconline1
@tensorflow
@domi

Top Mentioned in G5:
@odsc
@robinklein
@frronconi
@schmarzo
@antgrasso
@datacamp
@ianljones98
@nicochan33
@digitalcloudgal
@alvinfoo

Top Mentioned in G6:
@orgullosofutbol
@orgullosoculees

Top Mentioned in G7:
@machinelearnflx
@isecurity
@kirkdborne
@neuzida
@ga7actic
@jobinindia
@odsc
@lucian2drei
@mariafariello1
@pmprouk

Top Mentioned in G8:
@kingswoodsch
@wslightly

Top Mentioned in G9:
@iainljbrown
@kirkdborne
@odsc
@doxyaxone
@rosenchild
@ipfconline1
@dimonluk
@aiplustraining

Top Mentioned in G10:
@odsc
@wileyed
@rosenchild
@datasciencedojo
@datasciencectrl
@datascience__
@sarvagyaagrawal
@datas
@machinelearnflx
@ipablo26

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@xaelbot
@codedailybot
@rosenchild
@bexxmodd
@thomasclone
@cybersecurityn8
@rvp

Top Tweeters in G1:
@rvp
@andrewmorrisuk
@into_ai
@artificialbra1n
@fabriciosx
@techjunkiejh
@ricardo_ik_ahau
@ayirpelle
@parvez1
@datascience__

Top Tweeters in G2:
@rosenchild
@bexxmodd
@ssxman2
@trendsinai
@ml_tweet_bot
@hubofml
@hubbucket
@merckxcycling
@enriquen
@ene3112

Top Tweeters in G3:
@simonlporter
@spirosmargaris
@calefybtech
@jblefevre60
@ipfconline1
@dinisguarda
@junjudapi
@fabriziobustama
@quasagroup
@82jjc

Top Tweeters in G4:
@dataaugmented
@code_convention
@thecuriousluke
@yvesmulkers
@godfrey_g_
@fmfrancoise
@datasciencebot_
@kirkdborne
@iot_technojeder
@alternative200

Top Tweeters in G5:
@thomasclone
@nicochan33
@data_nerd
@kuriharan
@machine_ml
@_100daysofcode
@codenewbies
@digitalcloudgal
@kdnuggets
@alvinfoo

Top Tweeters in G6:
@srlouis7206
@psginmyblood
@brexitlalaland
@bisbila
@bettypacheco1
@freddyarias67
@orgullosofutbol
@al_muino
@carlosribonofc
@daikiripy

Top Tweeters in G7:
@sectest9
@chidambara09
@cybersec_feeds
@cybersecurityn8
@machinelearnflx
@lkafle
@veritasardentur
@botcybersec
@jobinindia
@pmprouk

Top Tweeters in G8:
@stanleyepstein
@ritmonegro
@necio_news
@cornichecorp
@sajidmirza
@wslightly
@marcusbwebster
@twinybots
@notmobydick
@firmforum

Top Tweeters in G9:
@xaelbot
@codedailybot
@botraj1
@discovertech3
@serverlessfan
@morolswediu
@ipythonistabot
@djangobot_
@fullnam35087976
@coderretweet

Top Tweeters in G10:
@nvsdata
@markzuckerman
@abhibisht89
@datasciencectrl
@arvindkejriwal
@narendramodi
@pmoindia
@machinelearntec
@randizuckerberg
@datasciencedojo