odsc, Twitter, 12/8/2022 12:24:42 AM, 285752


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odsc_2022-12-07_07-13-22.xlsx
odsc_2022-12-07_07-13-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2022
Short Description:
odsc via NodeXL https://bit.ly/3h6DkQl
@odsc
@eli_krumova
@kirkdborne
@aurepwole
@ipfconline1
@hydrology_irpi
@jhenenoaikko
@sridharseshadri
@laawfbreakings
@ftoce

Top hashtags:
#datascience
#ai
#machinelearning
#belarus
#ml
#100daysofcode
#bigdata
#deeplearning

Description:
Description
The graph represents a network of 472 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, 07 December 2022 at 15:14 UTC.

The requested start date was Wednesday, 07 December 2022 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 13-day, 6-hour, 24-minute period from Wednesday, 23 November 2022 at 11:34 UTC to Tuesday, 06 December 2022 at 17:59 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 : 472
Unique Edges : 408
Edges With Duplicates : 1469
Total Edges : 1877
Number of Edge Types : 5
Mentions : 362
Retweet : 453
MentionsInRetweet : 771
Tweet : 270
Replies to : 21
Self-Loops : 297
Reciprocated Vertex Pair Ratio : 0.0243243243243243
Reciprocated Edge Ratio : 0.0474934036939314
Connected Components : 35
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 335
Maximum Edges in a Connected Component : 1499
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.698057
Graph Density : 0.00340962251250495
Modularity : 0.319889
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 472 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, 07 December 2022 at 15:14 UTC.

The requested start date was Wednesday, 07 December 2022 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 13-day, 6-hour, 24-minute period from Wednesday, 23 November 2022 at 11:34 UTC to Tuesday, 06 December 2022 at 17:59 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:
[61] https://opendatascience.com/the-three-trending-data-science-jobs-and-how-to-land-them/
[19] https://opendatascience.com/the-ai-ethics-boom-150-ethical-ai-startups-and-industry-trends/
[18] https://opendatascience.com/the-role-of-data-analytics-in-combating-ocean-plastic/
[16] https://opendatascience.com/causal-reasoning-in-machine-learning/
[16] https://opendatascience.com/an-introduction-to-decision-tree-and-ensemble-methods/
[10] https://opendatascience.com
[9] https://opendatascience.com/top-12-open-source-machine-learning-projects-of-2022-so-far/
[8] https://opendatascience.com/5-reasons-to-use-social-media-data-mining/
[7] https://opendatascience.com/graph-representation-learning-from-simple-to-higher-order-structures/
[7] https://opendatascience.com/model-overload-which-nlp-model-should-i-choose/

Top URLs in Tweet in G1:
[58] https://opendatascience.com/the-three-trending-data-science-jobs-and-how-to-land-them/
[3] https://www.rtinsights.com/odsc-ops-focus-emphasizes-the-move-to-production-systems/?utm_campaign=RTI&utm_content=228811916&utm_medium=social&utm_source=twitter&hss_channel=tw-3100230334
[3] https://www.rtinsights.com/odsc-ops-focus-emphasizes-the-move-to-production-systems/
[3] https://opendatascience.com
[2] https://odsc.medium.com/top-tips-to-optimize-data-and-inventory-management-a8200e2c3011?utm_campaign=Learning%20Posts&utm_content=228473940&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://news.mit.edu/2022/synthetic-data-ai-improvements-1103?utm_campaign=Learning%20Posts&utm_content=229322848&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://odsc.com/boston/?utm_source=twitter&utm_medium=social&utm_campaign=kirk
[2] https://opendatascience.com/an-introduction-to-decision-tree-and-ensemble-methods/
[1] https://www.superdatascience.com/podcast/resilient-machine-learning?utm_campaign=ODSC%20East&utm_content=230395800&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://odsc.medium.com/how-to-choose-the-right-activation-function-for-neural-networks-173e808729d4?utm_campaign=Learning%20Posts&utm_content=228474229&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323

Top URLs in Tweet in G2:
[18] https://opendatascience.com/the-ai-ethics-boom-150-ethical-ai-startups-and-industry-trends/
[17] https://opendatascience.com/the-role-of-data-analytics-in-combating-ocean-plastic/
[15] https://opendatascience.com/causal-reasoning-in-machine-learning/
[14] https://opendatascience.com/an-introduction-to-decision-tree-and-ensemble-methods/
[9] https://opendatascience.com/top-12-open-source-machine-learning-projects-of-2022-so-far/
[7] https://opendatascience.com/5-reasons-to-use-social-media-data-mining/
[7] https://opendatascience.com/graph-representation-learning-from-simple-to-higher-order-structures/
[7] https://opendatascience.com
[6] https://opendatascience.com/model-overload-which-nlp-model-should-i-choose/
[2] https://opendatascience.com/the-three-trending-data-science-jobs-and-how-to-land-them/

Top URLs in Tweet in G3:
[1] https://dernieres-nouvelles.com/le-ministre-bielorusse-des-affaires-etrangeres-decede-a-64-ans-medias-rt-russie-et-ex-union-sovietique/

Top URLs in Tweet in G4:
[7] https://aiplus.odsc.com/courses/ds101machinelearning
[7] https://aiplus.odsc.com/courses/ds102
[1] https://twitter.com/KirkDBorne/status/1333123564623384576

Top URLs in Tweet in G5:
[3] https://odsc.es/futbol/declaraciones/declaraciones-de-luis-enrique-tras-el-espana-1-1-alemania/
[2] https://odsc.medium.com/how-data-science-is-influencing-our-everyday-lives-on-social-media-75653b8d58c1?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[2] https://odsc.es/futbol/portadas/portada-as-6-diciembre-2022-jueguen-y-pasen/
[2] https://odsc.es/futbol/portadas/portada-marca-23-noviembre-2022-que-se-note-la-estrella/
[2] https://odsc.es/futbol/noticias/portada-as-23-noviembre-2022-pasion-roja/
[2] https://odsc.es/futbol/mundial-2022/resultado-final-y-resumen-del-marruecos-vs-croacia-mundial-qatar-2022/
[2] https://odsc.es/futbol/fc-barcelona/el-jugador-del-barca-que-ha-sido-el-mvp-del-partido-espana-7-0-costa-rica/
[2] https://odsc.es/futbol/portadas/portada-sport-24-noviembre-2022-ole-ole/
[2] https://odsc.es/futbol/portadas/portada-mundo-deportivo-24-noviembre-2022-la-roja-mecanica/
[2] https://odsc.es/futbol/portadas/portada-as-24-noviembre-2022-para-sonar/

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1597313630130753536

Top URLs in Tweet in G7:
[1] https://twitter.com/_VaIhaIIa_/status/1595420951390609409

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1598864494234841088

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1598488697116270593
[1] https://twitter.com/i/web/status/1598489476518793217
[1] https://link.medium.com/aMClL8mxpvb

Top URLs in Tweet in G10:
[5] http://hydrology.irpi.cnr.it/research/

Top Domains
Top Domains in Tweet in Entire Graph:
[190] opendatascience.com
[121] odsc.es
[51] medium.com
[43] twitter.com
[36] odsc.com
[9] aiplus.training
[8] mit.edu
[6] gotowebinar.com
[6] rtinsights.com
[5] cnr.it

Top Domains in Tweet in G1:
[84] opendatascience.com
[34] medium.com
[20] odsc.com
[15] twitter.com
[9] aiplus.training
[8] mit.edu
[6] gotowebinar.com
[6] rtinsights.com
[4] nvidia.com
[2] surveymonkey.com

Top Domains in Tweet in G2:
[102] opendatascience.com
[7] twitter.com

Top Domains in Tweet in G3:
[1] dernieres-nouvelles.com

Top Domains in Tweet in G4:
[14] odsc.com
[1] twitter.com

Top Domains in Tweet in G5:
[121] odsc.es
[15] medium.com
[5] twitter.com
[2] briefly.co
[2] odsc.com
[1] instagram.com
[1] boxfresh.site

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

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

Top Domains in Tweet in G9:
[2] twitter.com
[1] medium.com

Top Domains in Tweet in G10:
[5] cnr.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[182] datascience
[132] ai
[125] machinelearning
[57] belarus
[36] ml
[27] 100daysofcode
[25] bigdata
[25] deeplearning
[23] analytics
[23] aiethics



Top Hashtags in Tweet in G1:
[154] datascience
[39] machinelearning
[28] ml
[28] ai
[18] odscwebinar
[14] artificialintelligence
[14] odsceast
[9] deeplearning
[8] nlp
[7] datascientists

Top Hashtags in Tweet in G2:
[99] ai
[83] machinelearning
[23] 100daysofcode
[20] aiethics
[19] analytics
[18] bigdata
[17] ecology
[15] deeplearning
[13] datascience
[7] socialmedia

Top Hashtags in Tweet in G3:
[57] belarus
[1] odsc
[1] vladimirmakey
[1] vatican
[1] minsk
[1] antejozic
[1] guerreukraine
[1] russie
[1] guerresdereligions
[1] monde

Top Hashtags in Tweet in G4:
[10] stemday
[7] online
[7] datascience
[7] courses
[1] bigdata
[1] ai
[1] machinelearning
[1] ml
[1] datascientists
[1] predictivemodeling

Top Hashtags in Tweet in G5:
[3] data
[2] tech
[2] conference
[1] ai
[1] deeplearning
[1] odsc
[1] odscfamily
[1] odscpumpkinpie
[1] boxfresh
[1] artificialintelligence

Top Hashtags in Tweet in G9:
[2] ai
[1] us

Top Words
Top Words in Tweet in Entire Graph:
[437] odsc
[182] #datascience
[151] learning
[150] data
[132] #ai
[125] #machinelearning
[125] 2022
[104] ai
[96] machine
[93] ipfconline1

Top Words in Tweet in G1:
[256] odsc
[154] #datascience
[126] learning
[104] data
[87] ai
[81] training
[81] machine
[65] blog
[65] full
[58] resources

Top Words in Tweet in G2:
[111] odsc
[99] #ai
[87] ipfconline1
[83] #machinelearning
[56] cc
[31] data
[23] #100daysofcode
[20] boom
[20] industry
[20] #aiethics

Top Words in Tweet in G3:
[58] mort
[58] sommet
[58] juste
[57] makey
[57] subite
[57] affaires
[57] ministre
[57] #belarus
[57] 64
[57] sergueijirnov

Top Words in Tweet in G4:
[15] eli_krumova
[10] #stemday
[10] williamstim
[10] twitterdev
[10] andy_fitze
[10] iotswc
[10] happy
[10] dalithsteiger
[10] twitterwomen
[10] womeng

Top Words in Tweet in G5:
[100] 2022
[73] portada
[45] noviembre
[28] diciembre
[25] mundial
[24] vs
[24] resultado
[22] final
[22] qatar
[21] mundo

Top Words in Tweet in G6:
[13] onder
[13] strikte
[13] afgelopen
[13] documenten
[13] inzage
[13] over
[13] week
[13] tweede
[13] gaan
[13] die

Top Words in Tweet in G7:
[2] go

Top Words in Tweet in G9:
[6] royalroads
[5] uvic
[5] unbc
[5] ubc
[5] sfu
[5] ubcokanagan
[5] viuniversity
[4] rrupresident
[4] odsc
[2] #ai

Top Words in Tweet in G10:
[6] find
[5] recently
[5] updated
[5] click
[5] presentation
[5] group
[4] fig
[4] hydrology_irpi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[93] machine,learning
[68] odsc,#ai
[66] odsc,blog
[61] newbie,odsc
[61] blog,full
[61] full,advice
[61] #datascience,newbie
[61] training,resources
[61] advice,training
[57] affaires,étrangères

Top Word Pairs in Tweet in G1:
[80] machine,learning
[62] odsc,blog
[58] newbie,odsc
[58] blog,full
[58] full,advice
[58] #datascience,newbie
[58] training,resources
[58] advice,training
[50] kirkdborne,#datascience
[41] deep,learning

Top Word Pairs in Tweet in G2:
[62] odsc,#ai
[39] #ai,#machinelearning
[23] #machinelearning,#100daysofcode
[20] #ai,startups
[20] boom,150
[20] ethical,#ai
[20] industry,trends
[20] 150,ethical
[20] startups,industry
[20] trends,odsc

Top Word Pairs in Tweet in G3:
[57] ans,juste
[57] makey,64
[57] #belarus,vladimir
[57] vladimir,makey
[57] affaires,étrangères
[57] ministre,affaires
[57] subite,ministre
[57] étrangères,#belarus
[57] juste,après
[57] après,sommet

Top Word Pairs in Tweet in G4:
[10] iotswc,williamstim
[10] twitterwomen,womeng
[10] williamstim,twitterwomen
[10] happy,#stemday
[10] twitterdev,getengati
[10] womeng,twitterdev
[10] #stemday,dalithsteiger
[10] dalithsteiger,andy_fitze
[10] andy_fitze,iotswc
[9] getengati,joinengat

Top Word Pairs in Tweet in G5:
[45] noviembre,2022
[28] diciembre,2022
[22] qatar,2022
[20] resultado,final
[20] mundial,qatar
[20] final,resumen
[19] portada,mundo
[19] mundo,deportivo
[18] portada,marca
[18] portada,sport

Top Word Pairs in Tweet in G6:
[13] afgelopen,week
[13] documenten,die
[13] die,gaan
[13] onder,strikte
[13] voorwaarden,inzage
[13] kamerleden,onder
[13] strikte,voorwaarden
[13] gaan,over
[13] inzage,documenten
[13] week,kregen

Top Word Pairs in Tweet in G9:
[5] sfu,royalroads
[5] ubcokanagan,uvic
[5] uvic,sfu
[5] viuniversity,ubc
[5] royalroads,unbc
[5] ubc,ubcokanagan
[3] unbc,odsc
[3] rrupresident,viuniversity
[2] unbc,#ai
[2] definitely,complex

Top Word Pairs in Tweet in G10:
[5] group,find
[5] recently,updated
[5] updated,presentation
[5] presentation,group
[5] find,click
[4] hydrology_irpi,recently
[4] click,fig

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@odsc
@kirkdborne
@ipfconline1
@sergueijirnov
@sheamusmcgov
@schmarzo
@s
@eli_krumova
@schmar
@plexoworldddd

Top Mentioned in G1:
@odsc
@kirkdborne
@sheamusmcgov
@elijah_meeks
@noteable_io
@aiplustraining
@azure
@intellimetri
@ipfconline1
@sassoftware

Top Mentioned in G2:
@odsc
@ipfconline1
@kirkdborne
@schmarzo
@s
@schmar
@jblefevre60
@ym78200
@pierrepinna
@deeplearn007

Top Mentioned in G3:
@sergueijirnov
@pontifex_it

Top Mentioned in G4:
@eli_krumova
@dalithsteiger
@andy_fitze
@iotswc
@williamstim
@twitterwomen
@womeng
@twitterdev
@getengati

Top Mentioned in G6:
@abflipse

Top Mentioned in G7:
@bkanber
@mishbass
@amanmehara
@_footballdiary
@thestruttstore
@sapiendpiyush
@gaurav_jain98
@adab123a
@odsc
@penapenna1

Top Mentioned in G8:
@insight_ps
@franckancel
@tailored63015
@mahdi0072
@danchiu0
@odsc
@lou010810
@qidut_198
@latam_bi

Top Mentioned in G9:
@viuniversity
@ubc
@ubcokanagan
@uvic
@sfu
@royalroads
@unbc
@odsc
@rrupresident
@jhengstler

Top Mentioned in G10:
@hydrology_irpi
@giulio_firenze
@copernicuseu
@esa_eo
@eumetsat
@openscience
@odsc

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@codedailybot
@vonrosenchild
@o_fabriciosouza
@dataaugmented
@periscopeislit
@godfrey_g_
@ml_tweet_bot
@ssxman2
@calcaware

Top Tweeters in G1:
@codedailybot
@vonrosenchild
@dataaugmented
@periscopeislit
@godfrey_g_
@pvalsfr
@ricardo_ik_ahau
@hubbucket
@rosiaxbot
@solotrader

Top Tweeters in G2:
@ml_tweet_bot
@ssxman2
@calcaware
@gezgintrk
@nicochan33
@simonlporter
@pythonroboto
@codefor30days
@jblefevre60
@ipfconline1

Top Tweeters in G3:
@barberis888
@thenenelle
@calipette
@petimiti
@patleo57
@lio14893254
@scorpion74000
@robert_brome
@infos_defense
@taomadame

Top Tweeters in G4:
@eli_krumova
@thinkers360
@womenintech
@womenwhocode
@girlswhocode
@iotswc
@getengati
@witi
@connectsdgs
@armedwscience

Top Tweeters in G5:
@zobjobsus
@orgullosofutbol
@datascience_b
@orgullosoculees
@flamel_ai
@floryfpm
@artintel_b
@aiselection
@philippejb_pjb
@confstech

Top Tweeters in G6:
@suus25834751
@gaia_universe
@abflipse
@actievede
@theunrig
@lulu11297550
@loppansky
@kbilkert
@brianw66279343
@edvdijk

Top Tweeters in G7:
@amanmehara
@mishbass
@bkanber
@gaurav_jain98
@mikelegalai
@james_bondu
@thestruttstore
@sapiendpiyush
@adab123a
@penapenna1

Top Tweeters in G8:
@jhenenoaikko
@franckancel
@tailored63015
@qidut_198
@lou010810
@insight_ps
@mahdi0072
@latam_bi
@danchiu0

Top Tweeters in G9:
@jhengstler
@sfu
@ubc
@viuniversity
@ubcokanagan
@uvic
@unbc
@royalroads
@rrupresident

Top Tweeters in G10:
@ossmeteobargone
@alise0
@copernicuseu
@openscience
@giulio_firenze
@esa_eo
@eumetsat
@hydrology_irpi
@jamil_tanoli7


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