#dataSciBowl, Twitter, 5/11/2021 8:35:31 AM, 254600


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#dataSciBowl_2021-05-10_10-42-30.xlsx
#dataSciBowl_2021-05-10_10-42-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 11, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3uGD5gj
@salhaj
@chidambara09
@eli_krumova
@kirkdborne
@veracitiz
@fmfrancoise
@pythonexpertbot
@boozallen
@albertoemachado
@education_24x7

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

Description:
Description
The graph represents a network of 89 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 Monday, 10 May 2021 at 17:42 UTC.

The requested start date was Monday, 10 May 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 62-day, 20-hour, 51-minute period from Monday, 01 March 2021 at 20:28 UTC to Monday, 03 May 2021 at 17:20 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 : 89
Unique Edges : 324
Edges With Duplicates : 614
Total Edges : 938
Number of Edge Types : 4
Retweet : 88
MentionsInRetweet : 692
Mentions : 153
Replies to : 5
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0813704496788009
Reciprocated Edge Ratio : 0.15049504950495
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 88
Maximum Edges in a Connected Component : 938
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.114928
Graph Density : 0.0644790602655771
Modularity : 0.277143
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 89 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 Monday, 10 May 2021 at 17:42 UTC.

The requested start date was Monday, 10 May 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 62-day, 20-hour, 51-minute period from Monday, 01 March 2021 at 20:28 UTC to Monday, 03 May 2021 at 17:20 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 : #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
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252735
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252792
[3] https://dy.si/oeydWg
[1] https://twitter.com/salhaj/status/1379198746169372676
[1] https://twitter.com/FmFrancoise/status/1379195628278972425

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253589
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252735
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252792
[2] https://dy.si/oeydWg
[1] https://twitter.com/FmFrancoise/status/1379195628278972425

Top URLs in Tweet in G3:
[1] https://twitter.com/salhaj/status/1379198746169372676
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253589
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061

Top URLs in Tweet in G4:
[1] https://dy.si/oeydWg

Top Domains
Top Domains in Tweet in Entire Graph:
[37] nodexlgraphgallery.org
[3] dy.si
[2] twitter.com

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

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

Top Domains in Tweet in G4:
[1] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[65] datascibowl
[27] ai
[23] datascience
[21] innovation
[18] bigdata
[16] iot
[12] data4good
[7] iiot
[6] tech
[6] socialmedia



Top Hashtags in Tweet in G1:
[52] datascibowl
[19] ai
[14] datascience
[14] bigdata
[13] innovation
[12] iot
[8] data4good
[7] iiot
[6] tech
[6] socialmedia

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

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

Top Hashtags in Tweet in G4:
[4] datascience
[4] ai
[4] innovation
[1] machinelearning
[1] bigdata
[1] opendata
[1] iot
[1] iotpl
[1] datascientists
[1] data4good

Top Words
Top Words in Tweet in Entire Graph:
[95] salhaj
[85] eli_krumova
[83] chidambara09
[80] fmfrancoise
[65] #datascibowl
[63] kirkdborne
[63] nodexl
[53] boozallen
[32] analytics_699
[29] gp_pulipaka

Top Words in Tweet in G1:
[77] fmfrancoise
[60] eli_krumova
[59] kirkdborne
[59] salhaj
[58] chidambara09
[53] nodexl
[52] #datascibowl
[49] boozallen
[19] #ai
[18] godfrey_g_

Top Words in Tweet in G2:
[22] chidambara09
[22] salhaj
[22] gp_pulipaka
[22] pythonexpertbot
[22] globaliqx
[22] cybersec_feeds
[22] ingliguori
[22] eli_krumova
[22] analytics_699
[22] andi_staub

Top Words in Tweet in G3:
[14] salhaj
[12] #datascibowl
[10] nodexl
[6] bagaluesunab
[6] kioninadine
[6] oapaynigeria
[6] kambojananya
[6] nilimajumder
[6] sdg2030
[6] sdgoals

Top Words in Tweet in G4:
[4] power
[4] #datascience
[4] #ai
[4] inform
[4] ignite
[4] social
[4] good
[4] opportunities
[4] inspire
[4] drive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[49] #datascibowl,nodexl
[47] chidambara09,salhaj
[29] eli_krumova,boozallen
[29] salhaj,gp_pulipaka
[29] gp_pulipaka,pythonexpertbot
[29] pythonexpertbot,globaliqx
[29] globaliqx,cybersec_feeds
[29] cybersec_feeds,ingliguori
[29] ingliguori,eli_krumova
[29] eli_krumova,analytics_699

Top Word Pairs in Tweet in G1:
[40] #datascibowl,nodexl
[28] eli_krumova,boozallen
[24] chidambara09,salhaj
[23] boozallen,fmfrancoise
[22] fmfrancoise,#datascibowl
[21] kirkdborne,chidambara09
[21] salhaj,kirkdborne
[19] kirkdborne,eli_krumova
[18] nodexl,kirkdborne
[16] nodexl,salhaj

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

Top Word Pairs in Tweet in G3:
[9] #datascibowl,nodexl
[7] 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 Word Pairs in Tweet in G4:
[4] power,#datascience
[4] #datascience,#ai
[4] #ai,inform
[4] inform,ignite
[4] ignite,social
[4] social,good
[4] good,opportunities
[4] opportunities,inspire
[4] inspire,drive
[4] drive,#innovation

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

Top Mentioned in G1:
@kirkdborne
@eli_krumova
@chidambara09
@salhaj
@fmfrancoise
@boozallen
@godfrey_g_
@education_24x7
@linuxdreams
@sallyeaves

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
@node
@kirkdborne

Top Mentioned in G4:
@veracitiz
@kirkdborne
@boozallen

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

Top Tweeters in G1:
@chidambara09
@trendsinai
@fabriciosx
@coder_487
@devvibesbot
@morolswediu
@godfrey_g_
@calefybtech
@fmfrancoise
@linuxdreams

Top Tweeters in G2:
@cybersec_feeds
@xaelbot
@codedailybot
@calcaware
@friday_js_bot
@djangobot_
@coderretweet
@_codenewbiebot
@developer_rtbot
@botfemale

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

Top Tweeters in G4:
@thecuriousluke
@greentechdon
@sigularityhub
@veracitiz

Top Tweeters in G5:
@a