#dataSciBowl, Twitter, 7/11/2022 11:47:10 PM, 279400


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#dataSciBowl_2022-07-11_11-30-01.xlsx
#dataSciBowl_2022-07-11_11-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3NYXFRS
@michaelbathurst
@chidambara09
@this0499154500
@eli_krumova
@salhaj
@shoutmgb
@fmfrancoise
@nodexl
@docassar
@albertoemachado

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

Description:
Description
The graph represents a network of 98 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, 11 July 2022 at 18:30 UTC.

The requested start date was Monday, 11 July 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 62-day, 8-hour, 36-minute period from Tuesday, 26 April 2022 at 06:45 UTC to Monday, 27 June 2022 at 15:22 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 : 98
Unique Edges : 304
Edges With Duplicates : 1942
Total Edges : 2246
Number of Edge Types : 5
Mentions : 533
MentionsInRetweet : 1476
Retweet : 219
Replies to : 17
Tweet : 1
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.100790513833992
Reciprocated Edge Ratio : 0.183123877917415
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 96
Maximum Edges in a Connected Component : 2246
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.960503
Graph Density : 0.0585945718493583
Modularity : 0.099125
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 98 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, 11 July 2022 at 18:30 UTC.

The requested start date was Monday, 11 July 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 62-day, 8-hour, 36-minute period from Tuesday, 26 April 2022 at 06:45 UTC to Monday, 27 June 2022 at 15:22 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:
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278259
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276918
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277015
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277004
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276986
[2] https://twitter.com/Eli_Krumova/status/1524830703719948288
[1] https://twitter.com/Eli_Krumova/status/1520025962930442240

Top URLs in Tweet in G1:
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276918
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278259
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277004
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277015
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276986
[2] https://twitter.com/Eli_Krumova/status/1524830703719948288
[1] https://twitter.com/Eli_Krumova/status/1518942848565063680

Top URLs in Tweet in G2:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278259
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276918
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277004
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277015
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276986

Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278259
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276918
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277015
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276986
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277004

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277015
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278259
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276918

Top Domains
Top Domains in Tweet in Entire Graph:
[169] nodexlgraphgallery.org
[13] twitter.com

Top Domains in Tweet in G1:
[97] nodexlgraphgallery.org
[13] twitter.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[240] datascibowl
[77] nodexl
[68] socialmedia
[67] bigdata
[61] twitter
[61] ai
[54] datascience
[42] machinelearning
[19] top10
[14] tech



Top Hashtags in Tweet in G1:
[134] datascibowl
[40] nodexl
[33] datascience
[31] ai
[28] socialmedia
[28] bigdata
[27] twitter
[23] machinelearning
[15] top10
[13] tech

Top Hashtags in Tweet in G2:
[56] datascibowl
[22] nodexl
[22] socialmedia
[22] bigdata
[20] ai
[18] twitter
[13] datascience
[13] machinelearning
[3] iiot
[2] technovationgirlsmadrid

Top Hashtags in Tweet in G3:
[35] datascibowl
[12] socialmedia
[11] bigdata
[11] twitter
[7] nodexl
[3] ai
[2] top10
[2] gephi
[2] iiot
[2] linux

Top Hashtags in Tweet in G4:
[15] datascibowl
[8] nodexl
[7] ai
[7] datascience
[6] socialmedia
[6] bigdata
[6] machinelearning
[5] twitter
[2] datascientists
[2] ml

Top Words
Top Words in Tweet in Entire Graph:
[330] nodexl
[276] michaelbathurst
[270] eli_krumova
[252] this0499154500
[248] salhaj
[240] #datascibowl
[239] chidambara09
[153] docassar
[146] fmfrancoise
[98] fluttbot

Top Words in Tweet in G1:
[178] nodexl
[163] eli_krumova
[153] michaelbathurst
[146] this0499154500
[146] chidambara09
[139] salhaj
[134] #datascibowl
[95] fmfrancoise
[81] docassar
[62] fluttbot

Top Words in Tweet in G2:
[60] michaelbathurst
[59] nodexl
[56] #datascibowl
[51] eli_krumova
[51] salhaj
[47] chidambara09
[45] this0499154500
[33] docassar
[22] #nodexl
[22] #socialmedia

Top Words in Tweet in G3:
[66] nodexl
[50] michaelbathurst
[48] this0499154500
[45] salhaj
[42] eli_krumova
[35] #datascibowl
[33] chidambara09
[28] docassar
[23] fmfrancoise
[16] fluttbot

Top Words in Tweet in G4:
[27] nodexl
[15] #datascibowl
[14] eli_krumova
[13] chidambara09
[13] michaelbathurst
[13] this0499154500
[13] salhaj
[11] docassar
[8] #nodexl
[7] fmfrancoise

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[168] #datascibowl,nodexl
[151] eli_krumova,salhaj
[149] nodexl,chidambara09
[146] this0499154500,eli_krumova
[140] michaelbathurst,this0499154500
[112] chidambara09,michaelbathurst
[105] salhaj,fmfrancoise
[71] docassar,nodexl
[59] this0499154500,salhaj
[52] nodexl,fluttbot

Top Word Pairs in Tweet in G1:
[97] #datascibowl,nodexl
[95] eli_krumova,salhaj
[91] this0499154500,eli_krumova
[81] nodexl,chidambara09
[80] michaelbathurst,this0499154500
[71] chidambara09,michaelbathurst
[71] salhaj,fmfrancoise
[40] docassar,nodexl
[35] this0499154500,salhaj
[34] chidambara09,this0499154500

Top Word Pairs in Tweet in G2:
[36] nodexl,chidambara09
[32] #datascibowl,nodexl
[27] michaelbathurst,this0499154500
[24] this0499154500,eli_krumova
[24] eli_krumova,salhaj
[23] chidambara09,michaelbathurst
[14] salhaj,fmfrancoise
[14] docassar,nodexl
[13] top,hashtags
[13] this0499154500,salhaj

Top Word Pairs in Tweet in G3:
[30] #datascibowl,nodexl
[27] michaelbathurst,this0499154500
[26] eli_krumova,salhaj
[25] this0499154500,eli_krumova
[22] nodexl,chidambara09
[16] salhaj,fmfrancoise
[14] chidambara09,michaelbathurst
[10] docassar,nodexl
[10] #bigdata,#twitter
[9] this0499154500,salhaj

Top Word Pairs in Tweet in G4:
[10] nodexl,chidambara09
[9] #datascibowl,nodexl
[7] docassar,nodexl
[6] michaelbathurst,this0499154500
[6] this0499154500,eli_krumova
[6] eli_krumova,salhaj
[5] nodexl,nodexl
[5] nodexl,this0499154500
[5] this0499154500,mihkal
[5] mihkal,michaelbathurst

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

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

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

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

Top Mentioned in G4:
@chidambara09
@michaelbathurst
@this0499154500
@salhaj
@nodexl
@eli_krumova
@docassar
@fmfrancoise
@shoutmgb
@fluttbot

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@morolswediu
@fabriciosx
@fluttbot
@education_24x7
@goaidev
@thecuriousluke
@xeronbot

Top Tweeters in G1:
@xaelbot
@codedailybot
@morolswediu
@fabriciosx
@fluttbot
@goaidev
@thecuriousluke
@botfemale
@pyscalellc
@fmfrancoise

Top Tweeters in G2:
@xeronbot
@jamesvgingerich
@digitalmehmet
@shoutmgb
@michaelbathurst
@drjdrooghaag
@kirkdborne
@machine_ml
@albertoemachado
@rootnk

Top Tweeters in G3:
@chidambara09
@education_24x7
@mjoehlerich
@gdprai
@betamoroney
@procurementstar
@procurement2030
@supplychain2030
@enilev
@ingcolombo

Top Tweeters in G4:
@pythonroboto
@datasciencebot_
@grjenkin
@nvsdata
@brainroaring
@techie_wiz
@chrizamin
@suebecks
@madhvendrax
@mihkal

Top Tweeters in G5:
@gma
@saa