#dataSciBowl, Twitter, 3/28/2022 11:14:45 PM, 273916


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#dataSciBowl_2022-03-28_10-42-29.xlsx
#dataSciBowl_2022-03-28_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 28, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/35hooJ4
@this0499154500
@chidambara09
@eli_krumova
@salhaj
@fluttbot
@fmfrancoise
@morolswediu
@sgjane1
@bills_bot
@lala35539674

Top hashtags:
#datascibowl
#nodexl
#socialmedia
#twitter
#bigdata
#ai
#datascience
#machinelearning

Description:
Description
The graph represents a network of 97 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, 28 March 2022 at 17:42 UTC.

The requested start date was Monday, 28 March 2022 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 108-day, 16-hour, 58-minute period from Monday, 06 December 2021 at 21:50 UTC to Friday, 25 March 2022 at 14:49 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 : 97
Unique Edges : 395
Edges With Duplicates : 2062
Total Edges : 2457
Number of Edge Types : 5
Mentions : 486
MentionsInRetweet : 1730
Retweet : 217
Replies to : 22
Tweet : 2
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0760059612518629
Reciprocated Edge Ratio : 0.141274238227147
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 2457
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.854404
Graph Density : 0.0775343642611684
Modularity : 0.132038
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 97 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, 28 March 2022 at 17:42 UTC.

The requested start date was Monday, 28 March 2022 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 108-day, 16-hour, 58-minute period from Monday, 06 December 2021 at 21:50 UTC to Friday, 25 March 2022 at 14:49 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 : #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:
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114
[3] https://twitter.com/salhaj/status/1471576655709806594

Top URLs in Tweet in G1:
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685
[3] https://twitter.com/salhaj/status/1471576655709806594

Top URLs in Tweet in G2:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600

Top Domains
Top Domains in Tweet in Entire Graph:
[126] nodexlgraphgallery.org
[8] twitter.com

Top Domains in Tweet in G1:
[96] nodexlgraphgallery.org
[8] twitter.com

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

Top Domains in Tweet in G3:
[2] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[202] datascibowl
[50] nodexl
[50] socialmedia
[45] twitter
[41] bigdata
[39] ai
[34] datascience
[31] machinelearning
[23] iot
[13] flutter



Top Hashtags in Tweet in G1:
[147] datascibowl
[41] socialmedia
[40] nodexl
[36] bigdata
[36] twitter
[30] ai
[29] datascience
[26] machinelearning
[13] iot
[9] flutter

Top Hashtags in Tweet in G2:
[47] datascibowl
[10] iot
[9] nodexl
[8] twitter
[8] socialmedia
[8] ai
[4] bigdata
[4] datascience
[4] machinelearning
[4] insurtech

Top Hashtags in Tweet in G3:
[8] datascibowl
[1] socialmedia
[1] twitter
[1] bigdata
[1] ai
[1] nodexl
[1] datascience
[1] machinelearning

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[175] sgjane1,fmfrancoise
[140] #datascibowl,nodexl
[128] this0499154500,chidambara09
[123] eli_krumova,sgjane1
[120] nodexl,this0499154500
[91] chidambara09,eli_krumova
[91] this0499154500,eli_krumova
[74] fmfrancoise,salhaj
[71] jcampsays,morolswediu
[70] chidambara09,salhaj

Top Word Pairs in Tweet in G1:
[122] sgjane1,fmfrancoise
[107] #datascibowl,nodexl
[92] nodexl,this0499154500
[92] this0499154500,chidambara09
[87] eli_krumova,sgjane1
[66] chidambara09,eli_krumova
[56] fmfrancoise,salhaj
[49] this0499154500,eli_krumova
[47] jcampsays,morolswediu
[39] chidambara09,salhaj

Top Word Pairs in Tweet in G2:
[47] sgjane1,fmfrancoise
[32] eli_krumova,sgjane1
[31] #datascibowl,nodexl
[31] this0499154500,eli_krumova
[28] this0499154500,chidambara09
[26] nodexl,this0499154500
[22] chidambara09,eli_krumova
[22] chidambara09,salhaj
[21] jcampsays,morolswediu
[17] fmfrancoise,salhaj

Top Word Pairs in Tweet in G3:
[11] this0499154500,eli_krumova
[10] thank,dr
[9] chidambara09,salhaj
[8] this0499154500,chidambara09
[7] docassar,gephi
[7] gephi,bendobrown
[7] bendobrown,arcelinobsilva
[7] nodexl,michaelbathurst
[7] michaelbathurst,thesikhanalyst
[7] thesikhanalyst,ozerkhalid

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@this0499154500
@chidambara09
@eli_krumova
@sgjane1
@salhaj
@fmfrancoise
@jcampsays
@nvidiaai
@fluttbot
@morolswediu

Top Mentioned in G1:
@this0499154500
@eli_krumova
@sgjane1
@salhaj
@chidambara09
@fmfrancoise
@jcampsays
@nvidiaai
@fluttbot
@morolswediu

Top Mentioned in G2:
@this0499154500
@chidambara09
@eli_krumova
@salhaj
@sgjane1
@fmfrancoise
@jcampsays
@nvidiaai
@fluttbot
@docassar

Top Mentioned in G3:
@this0499154500
@chidambara09
@eli_krumova
@salhaj
@sgjane1
@fmfrancoise
@nvidiaai
@jcampsays
@nodexl
@kirkdborne

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@ipythonistabot
@morolswediu
@coderretweet
@fabriciosx
@fluttbot
@azuerbot
@botsecx

Top Tweeters in G1:
@chidambara09
@fabriciosx
@azuerbot
@botsecx
@aprogrammerbot
@codewithtwitchi
@education_24x7
@thecuriousluke
@pythonexpertbot
@botfemale

Top Tweeters in G2:
@codedailybot
@ipythonistabot
@coderretweet
@goaidev
@botfordev
@lala35539674
@sebbourguignon
@albertoemachado
@gp_pulipaka
@enilev

Top Tweeters in G3:
@xaelbot
@morolswediu
@fluttbot
@bills_bot
@michaelbathurst
@kirkdborne
@geraldmuvengei2
@ozerkhalid
@twitter
@vyom_srivastava

Top Tweeters in G4:
@noda
@sala


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