#dataSciBowl, Twitter, 6/9/2021 6:11:07 PM, 256517


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#dataSciBowl_2021-06-08_10-42-29.xlsx
#dataSciBowl_2021-06-08_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 09, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3wd3seK
@salhaj
@chidambara09
@eli_krumova
@veracitiz
@fmfrancoise
@albertoemachado
@godfrey_g_
@pythonexpertbot
@education_24x7
@trendsinai

Top hashtags:
#datascibowl
#ai
#bigdata
#datascience
#innovation
#iot
#data4good

Description:
Description
The graph represents a network of 87 Twitter users whose tweets in the requested range contained "#dataSciBowl", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 08 June 2021 at 17:42 UTC.

The requested start date was Monday, 07 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 57-day, 14-hour, 32-minute period from Monday, 05 April 2021 at 22:13 UTC to Wednesday, 02 June 2021 at 12:46 UTC.

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 : 87
Unique Edges : 289
Edges With Duplicates : 765
Total Edges : 1054
Number of Edge Types : 5
MentionsInRetweet : 751
Mentions : 202
Retweet : 94
Replies to : 6
Tweet : 1
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0880361173814898
Reciprocated Edge Ratio : 0.161825726141079
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 86
Maximum Edges in a Connected Component : 1054
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.071931
Graph Density : 0.0644212777332264
Modularity : 0.245032
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 87 Twitter users whose tweets in the requested range contained "#dataSciBowl", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 08 June 2021 at 17:42 UTC.

The requested start date was Monday, 07 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 57-day, 14-hour, 32-minute period from Monday, 05 April 2021 at 22:13 UTC to Wednesday, 02 June 2021 at 12:46 UTC.

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 : #dataSciBowl
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:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253589
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254600
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252735
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255989
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252792
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254684
[1] https://twitter.com/salhaj/status/1379198746169372676
[1] https://twitter.com/FmFrancoise/status/1392073636773863427
[1] https://twitter.com/AlbertoEMachado/status/1392186575941996548

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254600
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253589
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252735
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254684
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252792
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255989
[1] https://twitter.com/FmFrancoise/status/1392073636773863427
[1] https://twitter.com/FmFrancoise/status/1379195628278972425
[1] https://twitter.com/AlbertoEMachado/status/1392186575941996548

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253589
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255989
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[1] https://twitter.com/salhaj/status/1379198746169372676

Top Domains
Top Domains in Tweet in Entire Graph:
[46] nodexlgraphgallery.org
[4] twitter.com
[1] dy.si

Top Domains in Tweet in G1:
[43] nodexlgraphgallery.org
[3] twitter.com
[1] dy.si

Top Domains in Tweet in G3:
[3] nodexlgraphgallery.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[85] datascibowl
[24] ai
[21] bigdata
[21] datascience
[19] innovation
[17] iot
[14] data4good
[11] influencers
[10] iiot
[7] socialmedia



Top Hashtags in Tweet in G1:
[71] datascibowl
[20] ai
[18] bigdata
[16] datascience
[15] innovation
[14] iot
[11] data4good
[10] iiot
[9] influencers
[7] socialmedia

Top Hashtags in Tweet in G2:
[1] datascience
[1] ai
[1] innovation

Top Hashtags in Tweet in G3:
[14] datascibowl
[4] datascience
[3] ai
[3] innovation
[3] bigdata
[3] iot
[3] data4good
[2] influencers
[1] datascientist
[1] datos

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[68] #datascibowl,nodexl
[47] chidambara09,salhaj
[39] nodexl,salhaj
[34] chidambara09,eli_krumova
[33] salhaj,chidambara09
[29] eli_krumova,boozallen
[29] salhaj,gp_pulipaka
[29] gp_pulipaka,pythonexpertbot
[29] pythonexpertbot,globaliqx
[29] globaliqx,cybersec_feeds

Top Word Pairs in Tweet in G1:
[57] #datascibowl,nodexl
[31] chidambara09,eli_krumova
[31] nodexl,salhaj
[29] salhaj,chidambara09
[28] eli_krumova,boozallen
[25] fmfrancoise,#datascibowl
[23] boozallen,fmfrancoise
[23] chidambara09,salhaj
[21] eli_krumova,kirkdborne
[21] veracitiz,fmfrancoise

Top Word Pairs in Tweet in G2:
[23] chidambara09,salhaj
[23] salhaj,gp_pulipaka
[23] gp_pulipaka,pythonexpertbot
[23] pythonexpertbot,globaliqx
[23] globaliqx,cybersec_feeds
[23] cybersec_feeds,ingliguori
[23] ingliguori,eli_krumova
[23] eli_krumova,analytics_699
[23] analytics_699,andi_staub
[23] andi_staub,lan

Top Word Pairs in Tweet in G3:
[11] #datascibowl,nodexl
[8] nodexl,salhaj
[6] salhaj,bagaluesunab
[6] bagaluesunab,kioninadine
[6] kioninadine,oapaynigeria
[6] oapaynigeria,kambojananya
[6] kambojananya,nilimajumder
[6] nilimajumder,sdg2030
[6] sdg2030,sdgoals
[5] salhaj,#datascibowl

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@salhaj
@eli_krumova
@chidambara09
@kirkdborne
@fmfrancoise
@boozallen
@pythonexpertbot
@analytics_699
@veracitiz
@gp_pulipaka

Top Mentioned in G1:
@eli_krumova
@chidambara09
@kirkdborne
@salhaj
@fmfrancoise
@boozallen
@veracitiz
@education_24x7
@albertoemachado
@godfrey_g_

Top Mentioned in G2:
@chidambara09
@salhaj
@gp_pulipaka
@pythonexpertbot
@globaliqx
@cybersec_feeds
@ingliguori
@eli_krumova
@analytics_699
@andi_staub

Top Mentioned in G3:
@salhaj
@bagaluesunab
@kioninadine
@oapaynigeria
@kambojananya
@nilimajumder
@sdg2030
@sdgoals
@eli_krumova
@chidambara09

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@nilimajumder
@trendsinai
@friday_js_bot
@calcaware
@coder_487
@morolswediu

Top Tweeters in G1:
@chidambara09
@trendsinai
@coder_487
@morolswediu
@fabriciosx
@devvibesbot
@thecuriousluke
@godfrey_g_
@education_24x7
@greentechdon

Top Tweeters in G2:
@cybersec_feeds
@xaelbot
@codedailybot
@friday_js_bot
@calcaware
@djangobot_
@coderretweet
@_codenewbiebot
@aprogrammerbot
@linuxdreams

Top Tweeters in G3:
@nilimajumder
@windows
@bagaluesunab
@oapaynigeria
@salhaj
@google
@sdg2030
@yahoo
@youtube
@kambojananya

Top Tweeters in G4:
@albertoa


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