odsc, Twitter, 10/12/2022 5:50:42 PM, 282703


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odsc_2022-10-12_07-13-21.xlsx
odsc_2022-10-12_07-13-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2022
Short Description:
odsc via NodeXL https://bit.ly/3EBwLOP
@odsc
@arvindtw
@ipfconline1
@featurestoreorg
@kirkdborne
@hydrology_irpi
@sridharseshadri
@eli_krumova
@kristia213
@pyscalellc

Top hashtags:
#datascience
#ai
#machinelearning
#odscwest
#ml
#nlp
#artificialintelligence
#bigdata

Description:
Description
The graph represents a network of 367 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, 12 October 2022 at 14:14 UTC.

The requested start date was Wednesday, 12 October 2022 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, 19-minute period from Wednesday, 28 September 2022 at 01:30 UTC to Tuesday, 11 October 2022 at 23:49 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 : 367
Unique Edges : 296
Edges With Duplicates : 1411
Total Edges : 1707
Number of Edge Types : 5
Replies to : 36
Mentions : 344
Retweet : 385
MentionsInRetweet : 567
Tweet : 375
Self-Loops : 385
Reciprocated Vertex Pair Ratio : 0.0232558139534884
Reciprocated Edge Ratio : 0.0454545454545455
Connected Components : 40
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 291
Maximum Edges in a Connected Component : 1389
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.664135
Graph Density : 0.00425842378761484
Modularity : 0.259716
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 367 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, 12 October 2022 at 14:14 UTC.

The requested start date was Wednesday, 12 October 2022 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, 19-minute period from Wednesday, 28 September 2022 at 01:30 UTC to Tuesday, 11 October 2022 at 23:49 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:
[24] https://opendatascience.com/top-12-open-source-machine-learning-projects-of-2022-so-far/
[16] https://aiplus.odsc.com/courses/ds102
[14] https://opendatascience.com/5-reasons-to-use-social-media-data-mining/
[9] https://opendatascience.com/how-to-get-started-with-deep-reinforcement-learning-on-a-variety-of-use-cases/
[9] https://opendatascience.com/paradoxes-in-data-science/
[9] https://aiplus.odsc.com/courses/ds101machinelearning
[7] https://aiplus.odsc.com/courses/ds101m
[5] https://opendatascience.com/model-overload-which-nlp-model-should-i-choose/
[5] https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice
[5] https://twitter.com/KirkDBorne/status/1333123564623384576

Top URLs in Tweet in G1:
[4] https://app.aiplus.training/courses/human-friendly-production-ready-data-science-with-metaflow-1?utm_campaign=Learn%20AI&utm_content=223149738&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[3] https://techcrunch.com/events/imerit-dataops-summit-2022/?promo=odscsocial&display=TRUE&utm_campaign=General%20Partnerships&utm_content=social&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://odsc.com/california/?utm_campaign=ODSC%20West&utm_content=222974534&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323#register
[1] https://odsc.com/california/?utm_campaign=ODSC%20West&utm_content=221452215&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323#register
[1] https://twitter.com/i/web/status/1579971103044562945
[1] https://odsc.com/california/odsc-west-schedule-2022/?utm_campaign=ODSC%20West&utm_content=222493585&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://odsc.com/california/?utm_campaign=ODSC%20West&utm_content=222487358&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323#register
[1] https://opendatascience.com/new-ai-can-predict-speech-from-brain-activity/?utm_campaign=Learning%20Posts&utm_content=222049868&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://www.youtube.com/c/OpenDataScienceCon?sub_confirmation=1&utm_campaign=ODSC%20West&utm_content=222488638&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://odsc.com/california/bootcamp/?utm_campaign=ODSC%20West&utm_content=222487864&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323

Top URLs in Tweet in G2:
[23] https://opendatascience.com/top-12-open-source-machine-learning-projects-of-2022-so-far/
[12] https://opendatascience.com/5-reasons-to-use-social-media-data-mining/
[9] https://opendatascience.com/how-to-get-started-with-deep-reinforcement-learning-on-a-variety-of-use-cases/
[5] https://opendatascience.com/model-overload-which-nlp-model-should-i-choose/
[4] https://opendatascience.com/paradoxes-in-data-science/
[1] https://opendatascience.com/how-to-know-if-a-data-science-bootcamp-is-right-for-you/?hss_channel=tw-3018841323

Top URLs in Tweet in G3:
[16] https://aiplus.odsc.com/courses/ds102
[9] https://aiplus.odsc.com/courses/ds101machinelearning
[7] https://aiplus.odsc.com/courses/ds101m
[5] https://twitter.com/KirkDBorne/status/1333123564623384576
[5] https://opendatascience.com/paradoxes-in-data-science/
[5] https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice
[3] https://medium.com/@ODSC/top-applications-of-nlp-in-2021-f4decffee68
[3] https://odsc.com/california/?utm_source=twitter&utm_medium=social&utm_campaign=kirk
[2] https://opendatascience.com/2022-data-science-research-round-up-highlighting-ml-dl-nlp-more/
[2] https://odsc.medium.com/training-machine-learning-algorithms-to-recognize-fraud-patterns-faf9fb7bf873?source=rss------cybersecurity-5&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[3] https://odsc.es/futbol/declaraciones/es-muy-dificil-que-messi-vuelva-a-jugar-en-el-barca/
[3] https://odsc.es/futbol/declaraciones/la-respuesta-de-carles-puyol-al-polemico-tweet-hackeado-de-iker-casillas/
[2] https://odsc.medium.com/the-implications-of-emotional-ai-in-the-legal-world-91aa8eb284fa
[2] https://odsc.medium.com/the-game-does-exist-ai-generated-games-are-now-a-thing-b81d6dfdba3a
[2] https://odsc.es/futbol/fc-barcelona/lista-de-convocados-del-barca-para-el-barca-vs-inter-de-milan-jornada-4-laliga-2022-y-23/
[2] https://odsc.es/futbol/portadas/portada-sport-28-de-septiembre-2022-epico/
[2] https://odsc.es/futbol/portadas/portada-mundo-deportivo-28-septiembre-2022-bragatazo/
[2] https://odsc.es/futbol/portadas/portada-marca-28-septiembre-2022-final-feliz/
[2] https://odsc.es/futbol/portadas/portada-as-28-septiembre-2022-final-feliz/
[2] https://odsc.es/futbol/portadas/portada-sport-29-septiembre-2022-rompecabezas-en-defensa/

Top URLs in Tweet in G6:
[1] https://twitter.com/i/broadcasts/1YpKkgRgwbAKj

Top URLs in Tweet in G9:
[1] https://gmd.copernicus.org/articles/15/6935/2022/
[1] https://zenodo.org/record/4588304

Top Domains
Top Domains in Tweet in Entire Graph:
[164] odsc.es
[127] odsc.com
[90] opendatascience.com
[69] medium.com
[23] twitter.com
[13] aiplus.training
[8] briefly.co
[6] hsforms.com
[5] youtube.com
[5] googleblog.com

Top Domains in Tweet in G1:
[72] odsc.com
[24] opendatascience.com
[22] medium.com
[12] aiplus.training
[9] twitter.com
[5] youtube.com
[5] googleblog.com
[5] hsforms.com
[4] amazon.com
[3] surveymonkey.com

Top Domains in Tweet in G2:
[54] opendatascience.com

Top Domains in Tweet in G3:
[49] odsc.com
[17] medium.com
[10] opendatascience.com
[8] twitter.com
[1] hsforms.com
[1] aiplus.training

Top Domains in Tweet in G4:
[163] odsc.es
[23] medium.com
[6] odsc.com
[2] twitter.com
[1] opendatascience.com
[1] bit.ly

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

Top Domains in Tweet in G9:
[1] copernicus.org
[1] zenodo.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[189] datascience
[178] ai
[92] machinelearning
[79] odscwest
[41] ml
[35] nlp
[34] artificialintelligence
[32] bigdata
[24] datascientists
[21] odsc



Top Hashtags in Tweet in G1:
[111] datascience
[77] ai
[66] odscwest
[29] ml
[29] machinelearning
[25] nlp
[20] artificialintelligence
[18] odsc
[10] datascientists
[9] mlops

Top Hashtags in Tweet in G2:
[54] ai
[30] machinelearning
[18] datascience
[12] socialmedia
[5] nlp
[5] 100daysofcode
[2] deeplearning
[2] odscwest
[1] statistics
[1] statisticalliteracy

Top Hashtags in Tweet in G3:
[58] datascience
[39] ai
[32] machinelearning
[30] bigdata
[14] datascientists
[14] online
[13] artificialintelligence
[12] ml
[10] odscwest
[7] predictivemodeling

Top Hashtags in Tweet in G4:
[4] ai
[2] dataviz
[2] datascience
[2] gaming
[1] kazajstã¡n
[1] rusia
[1] infovis
[1] colourlovers
[1] colortheory
[1] visualanalytics

Top Hashtags in Tweet in G5:
[1] bigdata

Top Hashtags in Tweet in G6:
[5] fss2022
[1] bigdatacommunity

Top Hashtags in Tweet in G8:
[2] jcc
[2] nct127
[2] la
[2] nct127inla
[2] johnny
[2] taeyong
[2] taeil
[2] jaehyun
[2] svt_worldtour_bethesun
[2] seventeeninmanila

Top Words
Top Words in Tweet in Entire Graph:
[449] odsc
[226] ai
[222] data
[197] 2022
[189] #datascience
[178] #ai
[169] learning
[92] #machinelearning
[91] portada
[87] machine

Top Words in Tweet in G1:
[294] odsc
[165] ai
[144] learning
[129] data
[111] #datascience
[77] #ai
[77] machine
[68] join
[64] latest
[61] #odscwest

Top Words in Tweet in G2:
[58] odsc
[54] #ai
[41] cc
[34] ipfconline1
[30] #machinelearning
[30] schmarzo
[23] source
[23] open
[23] projects
[23] 12

Top Words in Tweet in G3:
[58] #datascience
[52] odsc
[39] #ai
[36] kirkdborne
[35] ai
[32] #machinelearning
[30] #bigdata
[26] œds
[21] courses
[21] 101

Top Words in Tweet in G4:
[117] 2022
[91] portada
[63] octubre
[55] barça
[28] septiembre
[27] deportivo
[25] mundo
[24] sport
[22] jornada
[22] 23

Top Words in Tweet in G5:
[48] data
[16] connectivity
[16] sharp
[16] development
[16] source
[16] cloud
[16] software
[16] open
[16] rise
[16] big

Top Words in Tweet in G6:
[6] hopsworks
[5] contributed
[5] thank
[5] come
[5] partners
[5] day
[5] #fss2022
[5] organized
[4] featurestoreorg
[4] summ

Top Words in Tweet in G7:
[53] ãƒ
[20] リã
[20] 2ã
[12] 00
[11] 11
[11] good
[11] 10
[11] music
[11] vol
[11] 23

Top Words in Tweet in G8:
[2] coming
[2] #bethesun_manila
[2] #bethesunwithsvt
[2] manila
[2] #svt_worldtour_bethesun
[2] hahaha
[2] curve
[2] #nct127inla
[2] #nowsvt
[2] photo

Top Words in Tweet in G9:
[12] approach
[7] global
[6] runoff
[6] paper
[6] open
[6] satellite
[6] stream
[6] estimation
[6] exploiting
[6] data

Top Words in Tweet in G10:
[2] viakaverse
[2] odsc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] machine,learning
[63] octubre,2022
[59] learning,deep
[57] deep,learning
[55] odsc,#ai
[53] learning,mlops
[51] mlops,data
[50] future,ai
[50] data,engineering
[49] gathers,odsc

Top Word Pairs in Tweet in G1:
[74] machine,learning
[55] learning,deep
[52] deep,learning
[48] learning,mlops
[47] mlops,data
[46] data,engineering
[45] future,ai
[45] gathers,odsc
[45] odsc,follow
[45] follow,latest

Top Word Pairs in Tweet in G2:
[52] odsc,#ai
[26] #ai,cc
[26] cc,schmarzo
[23] far,odsc
[23] open,source
[23] top,12
[23] #machinelearning,projects
[23] 2022,far
[23] 12,open
[23] projects,2022

Top Word Pairs in Tweet in G3:
[16] #datascience,courses
[16] courses,kirkdborne
[14] demand,#datascience
[14] #online,demand
[13] ðÿž,œds
[13] #ai,#machinelearning
[13] kirkdborne,ðÿž
[13] œds,101
[13] œds,102
[13] 101,œds

Top Word Pairs in Tweet in G4:
[63] octubre,2022
[28] septiembre,2022
[25] portada,mundo
[25] mundo,deportivo
[24] portada,sport
[22] 2022,23
[20] portada,marca
[14] barça,vs
[14] celta,vigo
[13] deportivo,octubre

Top Word Pairs in Tweet in G5:
[16] frameworks,data
[16] rise,data
[16] source,big
[16] development,open
[16] big,data
[16] software,frameworks
[16] data,connectivity
[16] data,volume
[16] sharp,rise
[16] volume,development

Top Word Pairs in Tweet in G6:
[5] contributed,#fss2022
[5] day,come
[5] come,thank
[5] thank,partners
[5] #fss2022,hopsworks
[5] partners,contributed
[5] hopsworks,organized
[4] organized,summ
[4] featurestoreorg,day

Top Word Pairs in Tweet in G7:
[31] ãƒ,ãƒ
[11] music,garden
[11] 10,23
[11] garden,vol
[11] good,music
[10] 23,æ
[10] 00,ƒåœ
[10] ºï,odscã
[10] vol,2ã
[10] 11,00ï

Top Word Pairs in Tweet in G8:
[2] curve,nodted
[2] #nct127,#la
[2] film,learning
[2] #seventeeninmanila,#bethesun_manila
[2] seconds,set
[2] became,surfers
[2] #la,#nct127inla
[2] manual,film
[2] #jcc,#nct127
[2] set,exposure

Top Word Pairs in Tweet in G9:
[6] approach,open
[6] open,paper
[6] data,stream
[6] stream,approach
[6] runoff,estimation
[6] approach,global
[6] exploiting,satellite
[6] estimation,exploiting
[6] global,runoff
[6] satellite,data

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@odsc
@sheamusmcgov
@kirkdborne
@ipfconline1
@schmarzo
@arvindtw
@mhiesboeck
@eli_krumova
@bobehayes
@deeplearn007

Top Mentioned in G1:
@odsc
@sheamusmcgov
@microsoft
@golbinilana
@aiplustraining
@ajratner
@imeritdigital
@bryceversa
@montecarlodata
@cyberutkarsh

Top Mentioned in G2:
@odsc
@ipfconline1
@schmarzo
@kirkdborne
@mhiesboeck
@bobehayes
@deeplearn007
@ym78200
@jblefevre60

Top Mentioned in G3:
@odsc
@kirkdborne
@eli_krumova
@ipfconline1
@aiplustraining
@sheamusmcgov
@aicareerlab
@ajratner
@genericgranola
@andi_staub

Top Mentioned in G5:
@arvindtw
@odsc
@ibmdata

Top Mentioned in G6:
@hopsworks
@featurestoreorg
@odsc
@atscale
@dotdataus
@datatalksclub
@aisweden
@infuseai
@thesequenceai
@numfocus

Top Mentioned in G7:
@ods_hiroshima
@yarukist_milky

Top Mentioned in G8:
@nodted
@nctsmtown_127
@biblesumett
@ta_nan
@pledis_17
@ta_nannakun
@jobbynoo
@buildbuilddd
@usnttr

Top Mentioned in G9:
@hydrology_irpi
@egu_gmd
@zenodo_org
@odsc
@openscience

Top Mentioned in G10:
@viakaverse
@odsc
@dwc_nft
@akkadinistanbul
@malachyodo1
@shinichi__7

Top Tweeters
Top Tweeters in Entire Graph:
@jiocare
@chidambara09
@fabriciosx
@dataaugmented
@codewithtwitchi
@education_24x7
@xeronbot
@advanceml
@eraser
@godfrey_g_

Top Tweeters in G1:
@dataaugmented
@education_24x7
@xeronbot
@ricardo_ik_ahau
@nahidalaei
@lkafle
@techcrunch
@corpus_news
@manifattura40
@therealfs0c1ety

Top Tweeters in G2:
@ssxman2
@calcaware
@gezgintrk
@nicochan33
@simonlporter
@junjudapi
@jblefevre60
@ipfconline1
@nvsdata
@drjdrooghaag

Top Tweeters in G3:
@chidambara09
@fabriciosx
@codewithtwitchi
@advanceml
@eraser
@godfrey_g_
@pyscalellc
@datasciencebot_
@pythonbot_by_pm
@kirkdborne

Top Tweeters in G4:
@skydog811
@orgullosofutbol
@orgullosoculees
@trinacria_tony
@_igaa__
@erikcumps
@hesa
@kira
@a
@tmrhyne

Top Tweeters in G5:
@ibmdata
@stpihyderabad
@vibhutistpi
@murali_k_meda
@shashimongia04
@smsateesha
@awasthysunil
@shashik48541101
@ganeshnayakk
@meenayashodhara

Top Tweeters in G6:
@numfocus
@thesequenceai
@spaceracer60
@jim_dowling
@atscale
@datatalksclub
@celticnext
@hopsworks
@aisweden
@infuseai

Top Tweeters in G7:
@jiraiyamenmen
@mikadon09050717
@butasan20
@carp51cc
@chokkaritei
@zetsukigu
@sindance0
@yarukist_milky
@bazookamarina
@ods_hiroshima

Top Tweeters in G8:
@odsc_loml
@nctsmtown_127
@usnttr
@buildbuilddd
@ta_nan
@pledis_17
@jobbynoo
@biblesumett
@nodted
@ta_nannakun

Top Tweeters in G9:
@openscience
@erasmodangelis
@hydrology_irpi
@egu_gmd
@bltakkol
@surajitdb
@almontanari
@zenodo_org
@novoaandia

Top Tweeters in G10:
@malachyodo1
@akkadinistanbul
@shinichi__7
@kristia213
@dontecrypto
@mgbqqq
@dwc_nft
@lvcollabs
@viakaverse


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