#dataSciBowl, Twitter, 11/28/2022 7:32:58 PM, 285051


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#dataSciBowl_2022-11-28_11-30-01.xlsx
#dataSciBowl_2022-11-28_11-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 28, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3F97fAm
@eli_krumova
@chidambara09
@nodexl
@this0499154500
@michaelbathurst
@fmfrancoise
@docassar
@salhaj
@albertoemachado
@shoutmgb

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

Description:
Description
The graph represents a network of 79 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 November 2022 at 19:30 UTC.

The requested start date was Monday, 28 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 48-day, 15-hour, 10-minute period from Monday, 15 August 2022 at 23:58 UTC to Monday, 03 October 2022 at 15:09 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 : 79
Unique Edges : 194
Edges With Duplicates : 2877
Total Edges : 3071
Number of Edge Types : 4
Retweet : 349
MentionsInRetweet : 2121
Mentions : 567
Replies to : 34
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.0847826086956522
Reciprocated Edge Ratio : 0.156312625250501
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 77
Maximum Edges in a Connected Component : 3071
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.848541
Graph Density : 0.0809802012333658
Modularity : 0.072318
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 79 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 November 2022 at 19:30 UTC.

The requested start date was Monday, 28 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 48-day, 15-hour, 10-minute period from Monday, 15 August 2022 at 23:58 UTC to Monday, 03 October 2022 at 15:09 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:
[66] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280961
[61] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282130
[53] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280556
[44] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281796
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280139
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281366
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279400
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278259
[2] https://twitter.com/this0499154500/status/1561924048350740493
[2] https://twitter.com/docassar/status/1559328738428477445

Top URLs in Tweet in G1:
[33] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282130
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280961
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281796
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280556
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280139
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281366
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278259

Top URLs in Tweet in G2:
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280556
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282130
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280961
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281796
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280139
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281366

Top URLs in Tweet in G3:
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280961
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280556
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282130
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281796
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280139
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279400
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281366
[2] https://twitter.com/this0499154500/status/1561924048350740493
[2] https://twitter.com/docassar/status/1559328738428477445
[1] https://twitter.com/Eli_Krumova/status/1559584205729923078

Top Domains
Top Domains in Tweet in Entire Graph:
[281] nodexlgraphgallery.org
[14] twitter.com

Top Domains in Tweet in G1:
[125] nodexlgraphgallery.org

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

Top Domains in Tweet in G3:
[91] nodexlgraphgallery.org
[14] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[400] datascibowl
[119] socialmedia
[118] nodexl
[109] bigdata
[104] twitter
[81] datascience
[61] smm
[45] ai
[42] smm2022
[37] top10



Top Hashtags in Tweet in G1:
[171] datascibowl
[43] socialmedia
[41] nodexl
[37] twitter
[36] bigdata
[15] datascience
[14] smm
[13] top10
[13] ai
[7] smm2022

Top Hashtags in Tweet in G2:
[91] datascibowl
[26] nodexl
[25] socialmedia
[24] bigdata
[21] twitter
[21] datascience
[18] ai
[18] smm
[9] top10
[6] smm2022

Top Hashtags in Tweet in G3:
[138] datascibowl
[51] nodexl
[51] socialmedia
[49] bigdata
[46] twitter
[45] datascience
[29] smm
[29] smm2022
[17] stem
[15] top10

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[284] #datascibowl,nodexl
[214] nodexl,eli_krumova
[181] eli_krumova,chidambara09
[165] this0499154500,michaelbathurst
[134] chidambara09,nodexl
[133] michaelbathurst,this0499154500
[119] nodexl,this0499154500
[110] nodexl,salhaj
[107] chidambara09,michaelbathurst
[90] this0499154500,nodexl

Top Word Pairs in Tweet in G1:
[128] #datascibowl,nodexl
[109] nodexl,eli_krumova
[86] eli_krumova,chidambara09
[84] this0499154500,michaelbathurst
[65] chidambara09,nodexl
[64] nodexl,this0499154500
[56] michaelbathurst,this0499154500
[49] chidambara09,michaelbathurst
[44] michaelbathurst,nodexl
[44] eli_krumova,this0499154500

Top Word Pairs in Tweet in G2:
[65] #datascibowl,nodexl
[54] nodexl,eli_krumova
[49] eli_krumova,chidambara09
[44] michaelbathurst,this0499154500
[41] nodexl,salhaj
[40] this0499154500,michaelbathurst
[33] albertoemachado,top
[32] this0499154500,nodexl
[30] shoutmgb,albertoemachado
[29] chidambara09,michaelbathurst

Top Word Pairs in Tweet in G3:
[91] #datascibowl,nodexl
[51] nodexl,eli_krumova
[46] eli_krumova,chidambara09
[41] this0499154500,michaelbathurst
[40] chidambara09,nodexl
[34] #datascibowl,#nodexl
[33] eli_krumova,#datascibowl
[33] michaelbathurst,this0499154500
[33] nodexl,this0499154500
[31] #nodexl,#socialmedia

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@eli_krumova
@nodexl
@this0499154500
@michaelbathurst
@chidambara09
@docassar
@fmfrancoise
@salhaj
@shoutmgb
@albertoemachado

Top Mentioned in G1:
@this0499154500
@eli_krumova
@nodexl
@michaelbathurst
@chidambara09
@docassar
@fmfrancoise
@shoutmgb
@salhaj
@albertoemachado

Top Mentioned in G2:
@eli_krumova
@chidambara09
@nodexl
@this0499154500
@michaelbathurst
@fmfrancoise
@docassar
@salhaj
@shoutmgb
@albertoemachado

Top Mentioned in G3:
@eli_krumova
@nodexl
@this0499154500
@chidambara09
@michaelbathurst
@docassar
@fmfrancoise
@salhaj
@shoutmgb
@albertoemachado

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@botraj1
@fabriciosx
@robtropper
@codewithtwitchi
@education_24x7
@xeronbot
@fluttbot

Top Tweeters in G1:
@chidambara09
@robtropper
@education_24x7
@fluttbot
@godfrey_g_
@calcaware
@pyscalellc
@wrix2
@datasciencebot_
@corpus_news

Top Tweeters in G2:
@xaelbot
@codedailybot
@botraj1
@fabriciosx
@codewithtwitchi
@xeronbot
@botfemale
@rosiaxbot
@b0tsci
@shoutmgb

Top Tweeters in G3:
@scalarhumanity
@nvsdata
@markj_ohnson
@techie_wiz
@eli_krumova
@pawansomanchi
@betamoroney
@readtechhere
@enilev
@steminist_bot

Top Tweeters in G4:
@a
@nodea