ODSC, Twitter, 11/1/2019 4:18:29 PM, 214983


FAQ | Problem?

ODSC_2019-11-01_08-50-23.xlsx
ODSC_2019-11-01_08-50-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 01, 2019
Short Description:
ODSC via NodeXL http://bit.ly/2qZsdOA
@odsc
@justbementalist
@stanford__ai
@kirkdborne
@toferc
@thecuriousluke
@usdatascience
@odsc_india
@thompson_wayne
@ipfconline1

Top hashtags:
#datascience
#ai
#machinelearning
#odscwest
#bigdata
#odsc
#iot
#deeplearning

Description:
Description
The graph represents a network of 1,076 Twitter users whose recent tweets contained "ODSC", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 01 November 2019 at 16:02 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 48-minute period from Wednesday, 23 October 2019 at 14:04 UTC to Friday, 01 November 2019 at 15:53 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 : 1076
Unique Edges : 3891
Edges With Duplicates : 5417
Total Edges : 9308
Self-Loops : 693
Reciprocated Vertex Pair Ratio : 0.0280466126802291
Reciprocated Edge Ratio : 0.0545629202689721
Connected Components : 81
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 950
Maximum Edges in a Connected Component : 9024
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.593937
Graph Density : 0.00449987032074004
Modularity : 0.34765
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,076 Twitter users whose recent tweets contained "ODSC", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 01 November 2019 at 16:02 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 48-minute period from Wednesday, 23 October 2019 at 14:04 UTC to Friday, 01 November 2019 at 15:53 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 : TwitterSearch
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[44] https://odsc.com/california?utm_source=kirk%20borne&utm_medium=scarcitykeyboard&utm_campaign=
[27] https://opendatascience.com/best-deep-reinforcement-learning-research-of-2019-so-far/
[27] https://www.aisoma.de/5-methods-for-explainable-ai-xai/
[25] https://opendatascience.com/odsc-west-2019-preview-get-started-with-deep-learning-by-trying-it/
[17] https://opendatascience.com/principles-of-predictive-analytics-and-the-path-to-time-series-prediction/
[13] https://odsc.com/california/
[11] https://opendatascience.com/how-to-choose-machine-learning-or-deep-learning-for-your-business/
[10] https://odsc.com/optuna-an-automatic-hyperparameter-optimization-framework/
[10] https://e-learning-teleformacion.blogspot.com/2019/09/ai-in-education-transforming-education.html
[10] https://opendatascience.com/opening-the-black-box-interpretability-in-deep-learning/

Top URLs in Tweet in G1:
[38] https://odsc.com/california?utm_source=kirk%20borne&utm_medium=scarcitykeyboard&utm_campaign=
[17] https://opendatascience.com/odsc-west-2019-preview-get-started-with-deep-learning-by-trying-it/
[10] https://cran.r-project.org/web/packages/mlr3/index.html
[10] https://cran.r-project.org/web/packages/mlr3pipelines/index.html
[6] https://www.thisismetis.com/blog/odsc-west-accelerate-ai-trainings-talks-from-the-metis-team
[6] https://opendatascience.com/adapting-machine-learning-algorithms-to-novel-use-cases/
[6] https://odsc.com/optuna-an-automatic-hyperparameter-optimization-framework/
[6] https://www.aisoma.de/blog-kuenstliche-intelligenz/
[5] https://odsc.com/california/xai-west-2019/
[4] https://odsc.com/optuna-an-automatic-hyperparameter-optimization-framework/?utm_campaign=Learning%20Posts&utm_content=103369121&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323

Top URLs in Tweet in G2:
[25] https://www.aisoma.de/5-methods-for-explainable-ai-xai/
[5] https://opendatascience.com/principles-of-predictive-analytics-and-the-path-to-time-series-prediction/
[4] https://odsc.com/optuna-an-automatic-hyperparameter-optimization-framework/
[4] https://opendatascience.com/best-deep-reinforcement-learning-research-of-2019-so-far/
[4] https://odsc.com/california?utm_source=kirk%20borne&utm_medium=scarcitykeyboard&utm_campaign=
[3] https://opendatascience.com/odsc-west-2019-preview-get-started-with-deep-learning-by-trying-it/
[3] https://opendatascience.com/how-to-choose-machine-learning-or-deep-learning-for-your-business/
[3] https://twitter.com/AISOMA_AG
[2] https://opendatascience.com/opening-the-black-box-interpretability-in-deep-learning/
[2] https://link.medium.com/HjGU0DS050

Top URLs in Tweet in G3:
[6] https://medium.com/@ODSC/adapting-machine-learning-algorithms-to-novel-use-cases-ac4a5cd54237
[1] https://odsc.com/training/portfolio/the-art-of-explainability-removing-the-bias-from-ai/
[1] https://twitter.com/fiddlerlabs/status/1187069424924164097
[1] https://www.aisoma.de/5-methods-for-explainable-ai-xai/
[1] https://opendatascience.com/odsc-west-2019-preview-get-started-with-deep-learning-by-trying-it/

Top URLs in Tweet in G4:
[23] https://opendatascience.com/best-deep-reinforcement-learning-research-of-2019-so-far/
[10] https://opendatascience.com/principles-of-predictive-analytics-and-the-path-to-time-series-prediction/
[8] https://opendatascience.com/opening-the-black-box-interpretability-in-deep-learning/
[7] https://opendatascience.com/how-to-choose-machine-learning-or-deep-learning-for-your-business/
[3] https://medium.com/@ODSC/what-is-implicit-deep-learning-bc6de5b63395
[2] https://odsc.com/california?utm_source=kirk%20borne&utm_medium=scarcitykeyboard&utm_campaign=
[1] https://www.aisoma.de/5-methods-for-explainable-ai-xai/
[1] https://opendatascience.com/facebooks-chief-ai-scientist-deep-learning-may-need-a-new-programming-language/

Top URLs in Tweet in G5:
[4] https://odsc.com/california/
[4] https://twinybots.ch/
[4] https://opendatascience.com/odsc-west-2019-preview-get-started-with-deep-learning-by-trying-it/
[2] https://medium.com/@ODSC/where-is-data-science-heading-watching-rs-most-popular-packages-may-have-the-answer-2461bd1c0ebc
[2] https://www.meetup.com/data-science-ODSC-Seattle/events/264040097/
[2] https://www.meetup.com/data-science-ODSC-Seattle/events/264783972/
[2] https://www.eventbrite.com/e/odsc-west-2019-open-data-science-conference-tickets-53970588483?discount=ODSC-DATAINCUBATOR
[1] https://www.youtube.com/watch?v=2l97IW-oDSc&feature=youtu.be

[1] https://link.medium.com/Bf6OfSwr20
[1] https://twitter.com/odsc/status/1186278052252323840

Top URLs in Tweet in G6:
[6] https://www.eventbrite.com/e/museum-of-ai-at-odsc-west-2019-free-tickets-73360720891
[3] https://twitter.com/MuseumofAI/status/1187065685068763136
[3] https://museumof.ai/
[2] https://odsc.com/california/
[1] https://twitter.com/odsc/status/1187446284271128581
[1] https://twitter.com/UglyResearch/status/1184877824731017216
[1] https://odsc.com/california/events-west/
[1] https://twitter.com/JMHReif/status/1186643354857234432
[1] https://medium.com/@ODSC/ai-black-box-horror-stories-when-transparency-was-needed-more-than-ever-3d6ac0439242?source=rss-------8-----------------artificial_intelligence
[1] https://opendatascience.com/principles-of-predictive-analytics-and-the-path-to-time-series-prediction/

Top URLs in Tweet in G7:
[3] https://www.meetup.com/Bengaluru-Data-Science-ODSC/events/265739181/?utm_source=twitter&utm_medium=MeetUpEvent&utm_campaign=RoboPA
[2] https://www.youtube.com/watch?v=c-oth0OWv3Y&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=XDXkxBLN1kg&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=DGWJokstwB8&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=67awVc0oTg8&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=gOupXigH148&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=cbaKSVSRTas&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=ecLelr4-_Jc&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=YGtGpOJNITY&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=IeLCysdfq6w&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos


Top URLs in Tweet in G8:
[2] https://github.com/drivendataorg/odsc-west-2019
[2] http://deon.drivendata.org/
[2] https://odsc.com/training/portfolio/practical-data-ethics-with-deon/
[1] https://odsc.com/california/
[1] https://staging5.odsc.com/training/portfolio/ai-and-operations-research-to-mitigate-homelessness/

Top URLs in Tweet in G9:
[1] https://dy.si/9D93H
[1] https://dy.si/BzzMX
[1] https://dy.si/j873pL
[1] https://dy.si/DuJS7
[1] https://dy.si/wJZAa
[1] https://dy.si/ZsWN8N
[1] https://dy.si/5uvhSb2
[1] https://dy.si/BC5Tc
[1] https://dy.si/Dfbe2
[1] https://dy.si/Hd3Stk

Top URLs in Tweet in G10:
[1] https://www.google.com/imgres?imgurl=https://cv-tricks.com/wp-content/uploads/2018/05/xWhy-Tensorflow_-w.jpg.pagespeed.ic.nlHiqhti6D.webp&imgrefurl=https://cv-tricks.com/deep-learning-2/tensorflow-or-pytorch/&tbnid=U8UWDdlsxr1bGM&vet=1&docid=k7-VRZnbe3XlVM&w=800&h=1200&q=deep+learning+framework&hl=en-GB&source=sh/x/im

Top Domains
Top Domains in Tweet in Entire Graph:
[377] odsc.com
[225] opendatascience.com
[129] odsc.es
[127] medium.com
[85] twitter.com
[67] meetup.com
[42] aisoma.de
[27] youtube.com
[26] eventbrite.com
[20] r-project.org

Top Domains in Tweet in G1:
[331] odsc.com
[152] opendatascience.com
[74] medium.com
[65] twitter.com
[29] meetup.com
[20] r-project.org
[17] eventbrite.com
[14] linkedin.com
[10] thisismetis.com
[10] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[30] aisoma.de
[17] opendatascience.com
[9] odsc.com
[4] medium.com
[3] twitter.com
[1] givelab.com
[1] twinybots.ch

Top Domains in Tweet in G3:
[6] medium.com
[1] odsc.com
[1] twitter.com
[1] aisoma.de
[1] opendatascience.com

Top Domains in Tweet in G4:
[49] opendatascience.com
[3] medium.com
[2] odsc.com
[1] aisoma.de

Top Domains in Tweet in G5:
[24] medium.com
[12] meetup.com
[8] odsc.com
[5] kdnuggets.com
[4] twitter.com
[4] twinybots.ch
[4] opendatascience.com
[3] eventbrite.com
[3] rpubs.com
[2] plow.io

Top Domains in Tweet in G6:
[7] twitter.com
[6] eventbrite.com
[3] museumof.ai
[3] odsc.com
[2] opendatascience.com
[1] medium.com

Top Domains in Tweet in G7:
[20] youtube.com
[14] meetup.com
[2] confengine.com
[2] medium.com
[1] dy.si

Top Domains in Tweet in G8:
[4] odsc.com
[2] github.com
[2] drivendata.org

Top Domains in Tweet in G9:
[11] dy.si
[1] odsc.com

Top Domains in Tweet in G10:
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[889] datascience
[724] ai
[497] machinelearning
[462] odscwest
[291] bigdata
[271] odsc
[184] iot
[118] deeplearning
[94] artificialintelligence
[81] algorithms



Top Hashtags in Tweet in G1:
[546] datascience
[347] odscwest
[273] ai
[236] machinelearning
[176] odsc
[95] bigdata
[75] deeplearning
[59] analytics
[54] artificialintelligence
[50] datascientists

Top Hashtags in Tweet in G2:
[343] ai
[289] datascience
[189] bigdata
[188] machinelearning
[149] iot
[63] algorithms
[62] math
[62] statistics
[56] industry40
[56] iiot

Top Hashtags in Tweet in G3:
[8] machinelearning
[8] pomegranate
[5] odsc
[3] odscwest
[3] datascience
[2] gossipgirl
[2] probabalisticmodeling
[2] ai
[2] ml
[2] algorithms

Top Hashtags in Tweet in G4:
[46] ai
[36] machinelearning
[20] deeplearning
[12] datascience
[10] predictiveanalytics
[4] odscwest
[3] bigdata
[3] visualization
[3] algorithm
[2] odsc

Top Hashtags in Tweet in G5:
[20] odsc
[9] ai
[8] odscwest
[8] deeplearning
[7] machinelearning
[4] datascience
[4] data
[4] seattle
[3] kdnuggets
[2] science

Top Hashtags in Tweet in G6:
[14] ai
[14] odscwest
[11] odsc
[8] immersive
[7] datascience
[5] sf
[3] museum
[2] puzzles
[1] opendata
[1] machinelearning

Top Hashtags in Tweet in G7:
[22] odsc_india
[20] ai
[13] datascience
[7] ml
[5] machinelearning
[5] roboticprocessautomation
[4] odscindia
[4] siliconvalley
[3] bigdata
[3] odsc

Top Hashtags in Tweet in G8:
[15] odscwest
[3] deon
[2] sanfrancisco
[1] datascientist
[1] data
[1] ethics
[1] odsc

Top Hashtags in Tweet in G9:
[13] odscwest
[4] datascientists
[2] machinelearning
[1] highered
[1] ai

Top Hashtags in Tweet in G10:
[2] tensorflow
[2] machinelearning
[2] artificialintelligence
[2] datascience
[2] iot
[2] cognitivecomputing

Top Words
Top Words in Tweet in Entire Graph:
[1744] Words in Sentiment List#1: Positive
[777] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[61471] Non-categorized Words
[63992] Total Words
[1376] #datascience
[1346] odsc
[917] #ai
[735] #machinelearning
[555] data

Top Words in Tweet in G1:
[875] #datascience
[699] odsc
[426] #odscwest
[423] data
[410] #machinelearning
[407] #ai
[333] learning
[270] #odsc
[229] ai
[219] machine

Top Words in Tweet in G2:
[363] odsc
[359] #ai
[334] #datascience
[321] mvollmer1
[321] fabriziobustama
[319] ipfconline1
[317] mikequindazzi
[280] ronald_vanloon
[258] sbucloud
[256] enricomolinari

Top Words in Tweet in G3:
[64] become
[46] #datascience
[43] models
[39] learning
[37] interpretability
[37] important
[35] here
[35] #deeplearning
[33] deep
[33] more

Top Words in Tweet in G4:
[62] odsc
[61] #datascience
[59] #ai
[56] cc
[54] #machinelearning
[51] #deeplearning
[48] v
[43] kirkdborne
[39] deeplearn007
[33] learning

Top Words in Tweet in G5:
[32] data
[27] odsc
[26] science
[24] 2019
[20] west
[20] #odsc
[15] ai
[15] learning
[10] open
[10] san

Top Words in Tweet in G6:
[56] odsc
[31] museumofai
[29] free
[20] #ai
[18] ai
[18] next
[16] popup
[16] experience
[15] #odsc
[15] oct

Top Words in Tweet in G7:
[32] #ai
[29] #datascience
[26] 2019
[24] out
[23] register
[22] #odsc_india
[21] conference
[20] check
[20] video
[20] 2020

Top Words in Tweet in G8:
[15] #odscwest
[15] data
[14] ethics
[12] workshop
[12] caseyfitz
[11] check
[11] out
[9] today
[8] slides
[8] materials

Top Words in Tweet in G9:
[13] #odscwest
[12] didn
[12] t
[12] learn
[11] thompson_wayne
[11] 'what
[11] machine
[11] learning
[11] school'
[9] sas

Top Words in Tweet in G10:
[4] analyticbridge
[2] choosing
[2] #tensorflow
[2] framework
[2] #machinelearning
[2] #artificialintelligence
[2] #datascience
[2] #iot
[2] #cognitivecomputing
[2] iotforall

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[332] #datascience,#ai
[289] sbucloud,fabriziobustama
[261] machine,learning
[234] ronald_vanloon,drjdrooghaag
[234] drjdrooghaag,mvollmer1
[234] mvollmer1,sbmeunier
[234] sbmeunier,odsc
[232] odsc,sbucloud
[228] fabriziobustama,mikequindazzi
[228] mikequindazzi,swissbusiness

Top Word Pairs in Tweet in G1:
[223] #datascience,#ai
[217] machine,learning
[178] #datascience,#machinelearning
[173] data,science
[125] odsc,west
[115] register,now
[91] san,francisco
[88] last,chance
[83] check,out
[78] #odscwest,2019

Top Word Pairs in Tweet in G2:
[258] sbucloud,fabriziobustama
[214] ronald_vanloon,drjdrooghaag
[214] drjdrooghaag,mvollmer1
[214] mvollmer1,sbmeunier
[214] sbmeunier,odsc
[213] odsc,sbucloud
[208] fabriziobustama,mikequindazzi
[208] mikequindazzi,swissbusiness
[179] #bigdata,ipfconline1
[155] ipfconline1,enricomolinari

Top Word Pairs in Tweet in G3:
[33] deep,learning
[32] learning,models
[32] models,become
[32] become,increasingly
[32] increasingly,complex
[32] complex,become
[32] become,less
[32] less,transparent
[32] transparent,more
[32] more,difficult

Top Word Pairs in Tweet in G4:
[48] v,odsc
[34] #machinelearning,#deeplearning
[33] #datascience,cc
[31] #ai,#machinelearning
[30] cc,deeplearn007
[28] odsc,#ai
[25] #deeplearning,#datascience
[23] best,deep
[23] deep,reinforcement
[23] reinforcement,learning

Top Word Pairs in Tweet in G5:
[23] data,science
[19] odsc,west
[16] west,2019
[10] san,francisco
[10] deep,learning
[9] science,#odsc
[6] open,data
[5] science,conference
[5] machine,learning
[5] #odsc,#ai

Top Word Pairs in Tweet in G6:
[13] odsc,west
[13] next,week
[13] oct,29
[11] free,immersive
[10] bayside,room
[9] museumofai,odsc
[7] odsc,#odsc
[7] lobby,exhibit
[7] tues,oct
[6] immersive,popup

Top Word Pairs in Tweet in G7:
[22] #datascience,#ai
[20] check,out
[20] out,video
[20] #odsc_india,2019
[20] 2019,register
[19] register,now
[18] now,2020
[18] 2020,conference
[17] data,science
[14] #ai,#ml

Top Word Pairs in Tweet in G8:
[11] check,out
[9] workshop,caseyfitz
[8] slides,materials
[8] materials,workshop
[8] caseyfitz,actionable
[8] actionable,ethics
[8] ethics,data
[8] data,scientists
[8] scientists,today
[8] today,#odscwest

Top Word Pairs in Tweet in G9:
[12] didn,t
[12] t,learn
[11] 'what,didn
[11] learn,machine
[11] machine,learning
[10] learning,school'
[8] chief,data
[8] data,scientist
[8] scientist,thompson_wayne
[8] school',#odscwest

Top Word Pairs in Tweet in G10:
[2] choosing,#tensorflow
[2] #tensorflow,framework
[2] framework,#machinelearning
[2] #machinelearning,#artificialintelligence
[2] #artificialintelligence,#datascience
[2] #datascience,#iot
[2] #iot,#cognitivecomputing
[2] #cognitivecomputing,iotforall
[2] iotforall,swisscognitive
[2] swisscognitive,analyticbridge

Top Replied-To
Top Replied-To in Entire Graph:
@odsc
@kirkdborne
@grady_booch
@museumofai
@josephlee86
@adbreind
@uglyresearch
@_jim87
@mariakhalusova
@briannaschuyler

Top Replied-To in G1:
@odsc
@kirkdborne
@grady_booch
@mariakhalusova
@josephlee86
@briannaschuyler
@nightincider
@baykenney
@kelvinoyanna
@jaredlander

Top Replied-To in G2:
@aisoma_ag
@bigdata_fr

Top Replied-To in G3:
@ian_soboroff
@jmschreiber91
@odsc
@krishnagade

Top Replied-To in G4:
@haroldsinnott
@ipfconline1

Top Replied-To in G6:
@museumofai
@uglyresearch
@amyhodler
@odsc

Top Replied-To in G9:
@sassoftware

Top Mentioned
Top Mentioned in Entire Graph:
@odsc
@ipfconline1
@mikequindazzi
@mvollmer1
@fabriziobustama
@ronald_vanloon
@swissbusiness
@bobehayes
@sbucloud
@enricomolinari

Top Mentioned in G1:
@odsc
@odscai
@kirkdborne
@quaesita
@ipfconline1
@mikequindazzi
@mvollmer1
@fabriziobustama
@richardeudes
@swissbusiness

Top Mentioned in G2:
@odsc
@mvollmer1
@fabriziobustama
@mikequindazzi
@ipfconline1
@ronald_vanloon
@swissbusiness
@bobehayes
@sbucloud
@enricomolinari

Top Mentioned in G3:
@drugilsberg
@odsc
@numfocus
@uwescience
@uwcse
@fiddlerlabs
@christophmolnar
@scottlundberg
@bgreenwell8
@krishnagade

Top Mentioned in G4:
@odsc
@kirkdborne
@deeplearn007
@spirosmargaris
@ronald_vanloon
@terence_mills
@jblefevre60
@ahier
@evankirstel
@antgrasso

Top Mentioned in G6:
@odsc
@museumofai
@amyhodler
@nsf_geo
@earthcube
@re3data
@github
@jmhreif
@studiopearwater
@leapingllamas

Top Mentioned in G7:
@tejusvenkatesh
@uipath
@91springboard
@vijaygabale
@anujgupta82
@akshaybahadur3
@venar82
@pingali
@kuldeepjiwani
@keshavpeswani

Top Mentioned in G8:
@caseyfitz
@drivendataorg
@jayyqi
@math_rachel
@odsc
@phebe_vayanos
@uscviterbi

Top Mentioned in G9:
@thompson_wayne
@sassoftware

Top Mentioned in G10:
@iotforall
@swisscognitive
@analyticbridge
@odsc
@nordicinst
@iot4all
@theiot
@iotworldseries
@slashml
@datasciencectrl

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@nosqldigest
@gamergeeknews
@deejayiwan
@evankirstel
@chidambara09
@aldoceccarelli
@4pawshop
@eraser
@billnigh

Top Tweeters in G1:
@nosqldigest
@gamergeeknews
@chidambara09
@aldoceccarelli
@billnigh
@business
@santchiweb
@cftc10
@releaseteam
@nancyrubin

Top Tweeters in G2:
@pvalsfr
@iam__network
@swissbusiness
@tess_blue815
@biconnections
@nicochan33
@vivmilano
@mjoehlerich
@2601manish
@openmarketingtv

Top Tweeters in G3:
@deejayiwan
@machinelearnflx
@hubbucket
@mariuskarma
@capagira
@purrcival1
@charlyaztec
@alveucosmetics
@nicobaguio
@aurinna6

Top Tweeters in G4:
@arkangelscrap
@evankirstel
@gvalan
@yvesmulkers
@ssxman2
@kuriharan
@spirosmargaris
@wef
@jblefevre60
@urfagundem

Top Tweeters in G5:
@rpubsrecent
@ecahsulaiman
@datascience__
@arjunbahree
@ai_scientist
@fabianbreschi
@chuck_moeller
@subreddit_py
@tianhuil
@curated_data

Top Tweeters in G6:
@calcaware
@07swordking
@jadp
@neo4j
@alangpmx
@sjgoring
@honu_girl
@decidingproject
@uglyresearch
@jeffaltman

Top Tweeters in G7:
@usdatascience
@nyc_techevents
@nashjain
@svtechevents
@91springboard
@uipath
@pmadotto
@alokratan05
@nydesigns
@shadabhusain786

Top Tweeters in G8:
@teh_aimee
@teckvado
@uscviterbi
@julianwoodhouse
@drivendataorg
@cais_usc
@data_beth
@data_stephanie
@pjbull
@p_boueri

Top Tweeters in G9:
@sassoftware
@sas_cares
@_artemisa_v
@melodie_rush
@sarah_sarhangi
@stewart_cathie
@nataliemendes0
@mandrup73
@tomwriggins
@supreetkakroo

Top Tweeters in G10:
@theiot
@analyticbridge
@iotworldseries
@shybot7
@iotforall
@swisscognitive
@iot4all
@nordicinst
@slashml
@quant_guru