#dataSciBowl, Twitter, 4/26/2021 8:34:03 PM, 253589


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#dataSciBowl_2021-04-26_08-57-47.xlsx
#dataSciBowl_2021-04-26_08-57-47.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 26, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3eAD1rt
@salhaj
@chidambara09
@kirkdborne
@eli_krumova
@boozallen
@fmfrancoise
@godfrey_g_
@education_24x7
@linuxdreams
@albertoemachado

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

Description:
Description
The graph represents a network of 92 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, 26 April 2021 at 15:57 UTC.

The requested start date was Monday, 26 April 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, 2-hour, 36-minute period from Monday, 15 February 2021 at 19:24 UTC to Tuesday, 13 April 2021 at 22:01 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 : 92
Unique Edges : 276
Edges With Duplicates : 693
Total Edges : 969
Number of Edge Types : 4
Mentions : 183
MentionsInRetweet : 685
Retweet : 97
Replies to : 4
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0728929384965831
Reciprocated Edge Ratio : 0.13588110403397
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 91
Maximum Edges in a Connected Component : 969
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.160367
Graph Density : 0.0562589584328715
Modularity : 0.242441
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 92 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, 26 April 2021 at 15:57 UTC.

The requested start date was Monday, 26 April 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, 2-hour, 36-minute period from Monday, 15 February 2021 at 19:24 UTC to Tuesday, 13 April 2021 at 22:01 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:
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248807
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[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
[2] https://twitter.com/Eli_Krumova/status/1361974173220958209
[2] https://dy.si/oeydWg
[1] https://twitter.com/FmFrancoise/status/1379195628278972425
[1] https://twitter.com/FmFrancoise/status/1361564305473347586
[1] https://twitter.com/salhaj/status/1379198746169372676

Top URLs in Tweet in G1:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248807
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252735
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252792
[2] https://twitter.com/Eli_Krumova/status/1361974173220958209
[2] https://dy.si/oeydWg
[1] https://twitter.com/FmFrancoise/status/1379195628278972425
[1] https://twitter.com/FmFrancoise/status/1361564305473347586
[1] https://engage.bah.com/Article/Redirect/a6d9010a-817d-40e2-8b9c-551442eeb30e?uc=30185&g=5635f295-8b0d-4f13-86b3-4695105f56cb&f=215512

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252735
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248807
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248807
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[1] https://twitter.com/salhaj/status/1379198746169372676

Top URLs in Tweet in G4:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248807
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252792
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252735

Top Domains
Top Domains in Tweet in Entire Graph:
[50] nodexlgraphgallery.org
[5] twitter.com
[2] dy.si
[1] bah.com

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

Top Domains in Tweet in G2:
[4] nodexlgraphgallery.org

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

Top Domains in Tweet in G4:
[13] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[75] datascibowl
[30] ai
[27] datascience
[25] innovation
[19] bigdata
[18] iot
[15] data4good
[13] influencers
[10] datascientists
[8] cybersecurity



Top Hashtags in Tweet in G1:
[39] datascibowl
[20] ai
[20] datascience
[19] innovation
[12] data4good
[12] bigdata
[12] iot
[10] influencers
[10] datascientists
[8] cybersecurity

Top Hashtags in Tweet in G2:
[4] datascibowl
[2] datascience
[2] ai
[2] innovation

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

Top Hashtags in Tweet in G4:
[19] datascibowl
[5] ai
[4] bigdata
[4] iiot
[4] socialmedia
[3] influencers
[3] iot
[3] tech
[3] data
[3] usa

Top Words
Top Words in Tweet in Entire Graph:
[91] eli_krumova
[89] chidambara09
[87] salhaj
[83] fmfrancoise
[81] kirkdborne
[75] #datascibowl
[64] nodexl
[44] boozallen
[37] sallyeaves
[32] analytics_699

Top Words in Tweet in G1:
[49] kirkdborne
[44] fmfrancoise
[39] #datascibowl
[39] eli_krumova
[38] chidambara09
[33] salhaj
[31] boozallen
[28] nodexl
[21] sallyeaves
[20] #ai

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

Top Words in Tweet in G3:
[13] #datascibowl
[13] salhaj
[11] nodexl
[6] fmfrancoise
[5] kirkdborne
[5] chidambara09
[5] sallyeaves
[5] eli_krumova
[5] bagaluesunab
[5] kioninadine

Top Words in Tweet in G4:
[26] fmfrancoise
[21] kirkdborne
[21] nodexl
[20] eli_krumova
[19] chidambara09
[19] #datascibowl
[15] salhaj
[9] sallyeaves
[9] boozallen
[6] analytics_699

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] #datascibowl,nodexl
[41] chidambara09,salhaj
[30] nodexl,kirkdborne
[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:
[28] #datascibowl,nodexl
[15] nodexl,kirkdborne
[14] kirkdborne,chidambara09
[14] kirkdborne,fmfrancoise
[14] fmfrancoise,chidambara09
[14] chidambara09,sallyeaves
[14] sallyeaves,eli_krumova
[12] chidambara09,salhaj
[11] eli_krumova,how_sustainable
[11] how_sustainable,salhaj

Top Word Pairs in Tweet in G2:
[24] 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:
[10] #datascibowl,nodexl
[5] nodexl,kirkdborne
[5] salhaj,#datascibowl
[5] nodexl,salhaj
[5] salhaj,bagaluesunab
[5] bagaluesunab,kioninadine
[5] kioninadine,oapaynigeria
[5] oapaynigeria,kambojananya
[5] kambojananya,nilimajumder
[5] nilimajumder,sdg2030

Top Word Pairs in Tweet in G4:
[16] #datascibowl,nodexl
[8] kirkdborne,fmfrancoise
[8] fmfrancoise,chidambara09
[8] chidambara09,sallyeaves
[7] fmfrancoise,#datascibowl
[7] nodexl,kirkdborne
[6] sallyeaves,eli_krumova
[6] salhaj,kirkdborne
[6] eli_krumova,boozallen
[5] kirkdborne,chidambara09

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

Top Mentioned in G1:
@kirkdborne
@chidambara09
@eli_krumova
@fmfrancoise
@salhaj
@boozallen
@sallyeaves
@datasciencebot_
@how_sustainable
@johngmcnutt

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

Top Mentioned in G3:
@salhaj
@kirkdborne
@fmfrancoise
@chidambara09
@sallyeaves
@eli_krumova
@bagaluesunab
@kioninadine
@oapaynigeria
@kambojananya

Top Mentioned in G4:
@kirkdborne
@eli_krumova
@chidambara09
@fmfrancoise
@salhaj
@sallyeaves
@boozallen
@nodexl
@analytics_699
@godfrey_g_

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@nilimajumder
@andrewmorrisuk
@calcaware
@trendsinai
@friday_js_bot

Top Tweeters in G1:
@sectest9
@andrewmorrisuk
@trendsinai
@morolswediu
@thecuriousluke
@fmfrancoise
@linuxdreams
@calefybtech
@education_24x7
@the404code

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

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

Top Tweeters in G4:
@chidambara09
@fabriciosx
@ed
@albertoemachado
@marcusborba
@ume_kyd
@cardanoae
@lanceschukies
@kart_tour

Top Tweeters in G5:
@a


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