#dataSciBowl, Twitter, 12/5/2022 8:14:35 PM, 285581


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#dataSciBowl_2022-12-05_11-30-01.xlsx
#dataSciBowl_2022-12-05_11-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3UzblWY
@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 81 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, 05 December 2022 at 19:30 UTC.

The requested start date was Monday, 05 December 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 106-day, 2-hour, 56-minute period from Monday, 15 August 2022 at 23:58 UTC to Wednesday, 30 November 2022 at 02:55 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 : 81
Unique Edges : 202
Edges With Duplicates : 3122
Total Edges : 3324
Number of Edge Types : 4
Mentions : 603
MentionsInRetweet : 2308
Retweet : 377
Replies to : 36
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.08125
Reciprocated Edge Ratio : 0.15028901734104
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 79
Maximum Edges in a Connected Component : 3324
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.849063
Graph Density : 0.0800925925925926
Modularity : 0.069693
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 81 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, 05 December 2022 at 19:30 UTC.

The requested start date was Monday, 05 December 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 106-day, 2-hour, 56-minute period from Monday, 15 August 2022 at 23:58 UTC to Wednesday, 30 November 2022 at 02:55 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
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285051
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281366
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279400
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278259
[2] https://twitter.com/this0499154500/status/1561924048350740493

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
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285051
[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
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285051
[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
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285051
[5] 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

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[431] datascibowl
[123] socialmedia
[122] nodexl
[113] bigdata
[108] twitter
[83] datascience
[63] smm
[47] ai
[42] smm2022
[37] top10



Top Hashtags in Tweet in G1:
[182] datascibowl
[45] socialmedia
[43] nodexl
[39] twitter
[38] bigdata
[15] datascience
[14] smm
[13] top10
[13] ai
[7] smm2022

Top Hashtags in Tweet in G2:
[102] datascibowl
[30] nodexl
[29] socialmedia
[28] bigdata
[24] twitter
[24] datascience
[22] smm
[20] ai
[9] top10
[8] smm2022

Top Hashtags in Tweet in G3:
[147] datascibowl
[49] nodexl
[49] socialmedia
[47] bigdata
[45] twitter
[44] datascience
[27] smm
[27] smm2022
[17] stem
[15] top10

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[311] #datascibowl,nodexl
[239] nodexl,eli_krumova
[206] eli_krumova,chidambara09
[195] this0499154500,michaelbathurst
[159] chidambara09,nodexl
[149] nodexl,this0499154500
[134] michaelbathurst,this0499154500
[110] nodexl,salhaj
[108] chidambara09,michaelbathurst
[90] this0499154500,nodexl

Top Word Pairs in Tweet in G1:
[137] #datascibowl,nodexl
[118] nodexl,eli_krumova
[97] this0499154500,michaelbathurst
[95] eli_krumova,chidambara09
[77] nodexl,this0499154500
[74] chidambara09,nodexl
[56] michaelbathurst,this0499154500
[49] chidambara09,michaelbathurst
[44] michaelbathurst,nodexl
[44] eli_krumova,this0499154500

Top Word Pairs in Tweet in G2:
[72] #datascibowl,nodexl
[61] nodexl,eli_krumova
[56] eli_krumova,chidambara09
[48] this0499154500,michaelbathurst
[44] michaelbathurst,this0499154500
[41] nodexl,salhaj
[36] chidambara09,nodexl
[33] albertoemachado,top
[32] this0499154500,nodexl
[30] nodexl,this0499154500

Top Word Pairs in Tweet in G3:
[102] #datascibowl,nodexl
[60] nodexl,eli_krumova
[55] eli_krumova,chidambara09
[50] this0499154500,michaelbathurst
[49] chidambara09,nodexl
[42] nodexl,this0499154500
[34] eli_krumova,#datascibowl
[34] michaelbathurst,this0499154500
[33] #datascibowl,#nodexl
[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:
@eli_krumova
@nodexl
@this0499154500
@michaelbathurst
@chidambara09
@docassar
@fmfrancoise
@shoutmgb
@salhaj
@albertoemachado

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

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

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

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

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

Top Tweeters in G3:
@scalarhumanity
@nvsdata
@markj_ohnson
@eli_krumova
@pawansomanchi
@betamoroney
@readtechhere
@enilev
@developerkc
@do3solutions

Top Tweeters in G4:
@a
@nodea


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