#dataSciBowl, Twitter, 5/16/2022 7:06:44 PM, 276453


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#dataSciBowl_2022-05-16_11-30-01.xlsx
#dataSciBowl_2022-05-16_11-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3lgY7ip
@chidambara09
@eli_krumova
@michaelbathurst
@this0499154500
@salhaj
@fmfrancoise
@docassar
@shoutmgb
@nodexl
@fluttbot

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

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, 16 May 2022 at 18:30 UTC.

The requested start date was Monday, 16 May 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 100-day, 4-hour, 33-minute period from Wednesday, 02 February 2022 at 15:12 UTC to Friday, 13 May 2022 at 19:45 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 : 351
Edges With Duplicates : 1738
Total Edges : 2089
Number of Edge Types : 5
Retweet : 188
MentionsInRetweet : 1333
Mentions : 548
Tweet : 2
Replies to : 18
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.0996309963099631
Reciprocated Edge Ratio : 0.181208053691275
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 97
Maximum Edges in a Connected Component : 2088
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.961105
Graph Density : 0.062697243845992
Modularity : 0.118792
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, 16 May 2022 at 18:30 UTC.

The requested start date was Monday, 16 May 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 100-day, 4-hour, 33-minute period from Wednesday, 02 February 2022 at 15:12 UTC to Friday, 13 May 2022 at 19:45 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:
[33] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[2] https://twitter.com/Eli_Krumova/status/1524830703719948288
[1] https://twitter.com/Eli_Krumova/status/1520025962930442240
[1] https://twitter.com/ShoutMGB/status/1519334616909463552

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114
[1] https://twitter.com/Eli_Krumova/status/1524830703719948288

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048

Top URLs in Tweet in G3:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[1] https://twitter.com/salhaj/status/1488893045420572679
[1] https://twitter.com/docassar/status/1502665678792364032
[1] https://twitter.com/docassar/status/1489271485457911809
[1] https://twitter.com/Eli_Krumova/status/1489296761508216832
[1] https://twitter.com/docassar/status/1503816679117180930

Top URLs in Tweet in G5:
[1] https://geekyhumans.com/de/20-javascript-libraries-to-design-graphs-and-charts/

Top Domains
Top Domains in Tweet in Entire Graph:
[132] nodexlgraphgallery.org
[14] twitter.com
[1] geekyhumans.com

Top Domains in Tweet in G1:
[35] nodexlgraphgallery.org
[1] twitter.com

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

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

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

Top Domains in Tweet in G5:
[1] geekyhumans.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[230] datascibowl
[77] nodexl
[67] socialmedia
[64] bigdata
[56] twitter
[54] ai
[52] datascience
[42] machinelearning
[12] top10
[11] tech



Top Hashtags in Tweet in G1:
[71] datascibowl
[30] socialmedia
[29] nodexl
[27] bigdata
[20] twitter
[13] ai
[8] datascience
[7] machinelearning
[6] gephi
[6] flutter

Top Hashtags in Tweet in G2:
[58] datascibowl
[10] nodexl
[10] socialmedia
[10] bigdata
[10] twitter
[10] ai
[10] datascience
[10] machinelearning
[1] influencers
[1] top10

Top Hashtags in Tweet in G3:
[59] datascibowl
[11] socialmedia
[11] bigdata
[11] nodexl
[10] twitter
[10] ai
[10] datascience
[10] machinelearning
[4] top10
[2] influencers

Top Hashtags in Tweet in G4:
[41] datascibowl
[27] nodexl
[24] datascience
[19] ai
[16] socialmedia
[16] bigdata
[16] twitter
[15] machinelearning
[10] tech
[8] datascientists

Top Hashtags in Tweet in G5:
[2] ai
[1] cloudcomputing
[1] datascibowl
[1] data4good
[1] 5g
[1] enterprise
[1] pwc
[1] iot
[1] iiot

Top Words
Top Words in Tweet in Entire Graph:
[254] eli_krumova
[238] salhaj
[230] #datascibowl
[224] this0499154500
[203] chidambara09
[185] nodexl
[173] fmfrancoise
[141] sgjane1
[120] fluttbot
[113] docassar

Top Words in Tweet in G1:
[79] eli_krumova
[72] salhaj
[71] #datascibowl
[67] nodexl
[65] this0499154500
[49] chidambara09
[45] docassar
[45] fmfrancoise
[43] michaelbathurst
[39] sgjane1

Top Words in Tweet in G2:
[70] salhaj
[69] eli_krumova
[65] this0499154500
[64] chidambara09
[58] #datascibowl
[57] fmfrancoise
[48] sgjane1
[40] nodexl
[39] fluttbot
[36] morolswediu

Top Words in Tweet in G3:
[73] eli_krumova
[70] this0499154500
[69] salhaj
[67] chidambara09
[59] #datascibowl
[50] fmfrancoise
[48] nodexl
[35] sgjane1
[32] fluttbot
[29] michaelbathurst

Top Words in Tweet in G4:
[41] #datascibowl
[33] eli_krumova
[30] nodexl
[27] salhaj
[27] #nodexl
[24] this0499154500
[24] #datascience
[23] chidambara09
[21] fmfrancoise
[19] #ai

Top Words in Tweet in G5:
[2] #ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[152] #datascibowl,nodexl
[127] this0499154500,eli_krumova
[117] eli_krumova,salhaj
[95] sgjane1,fmfrancoise
[77] eli_krumova,sgjane1
[73] chidambara09,eli_krumova
[71] nodexl,this0499154500
[67] this0499154500,chidambara09
[65] salhaj,fmfrancoise
[64] jcampsays,morolswediu

Top Word Pairs in Tweet in G1:
[45] #datascibowl,nodexl
[40] this0499154500,eli_krumova
[35] eli_krumova,salhaj
[22] sgjane1,fmfrancoise
[20] nodexl,chidambara09
[20] eli_krumova,sgjane1
[20] salhaj,fmfrancoise
[19] michaelbathurst,this0499154500
[15] fluttbot,jcampsays
[15] nodexl,this0499154500

Top Word Pairs in Tweet in G2:
[42] sgjane1,fmfrancoise
[39] this0499154500,eli_krumova
[38] #datascibowl,nodexl
[34] eli_krumova,sgjane1
[30] jcampsays,morolswediu
[28] eli_krumova,salhaj
[28] fmfrancoise,salhaj
[25] nodexl,this0499154500
[25] chidambara09,eli_krumova
[23] this0499154500,chidambara09

Top Word Pairs in Tweet in G3:
[46] #datascibowl,nodexl
[41] eli_krumova,salhaj
[37] this0499154500,eli_krumova
[24] salhaj,fmfrancoise
[23] chidambara09,eli_krumova
[22] nodexl,chidambara09
[22] nodexl,this0499154500
[21] this0499154500,chidambara09
[20] sgjane1,fmfrancoise
[17] eli_krumova,sgjane1

Top Word Pairs in Tweet in G4:
[23] #datascibowl,nodexl
[13] eli_krumova,salhaj
[11] this0499154500,eli_krumova
[11] sgjane1,fmfrancoise
[10] salhaj,fmfrancoise
[10] #datascience,#machinelearning
[10] chidambara09,eli_krumova
[9] #ai,#datascience
[9] nodexl,this0499154500
[8] eli_krumova,#datascibowl

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

Top Mentioned in G1:
@eli_krumova
@this0499154500
@salhaj
@chidambara09
@fmfrancoise
@sgjane1
@docassar
@michaelbathurst
@fluttbot
@morolswediu

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

Top Mentioned in G3:
@chidambara09
@this0499154500
@salhaj
@eli_krumova
@fmfrancoise
@sgjane1
@fluttbot
@docassar
@morolswediu
@michaelbathurst

Top Mentioned in G4:
@eli_krumova
@salhaj
@nodexl
@chidambara09
@this0499154500
@fmfrancoise
@sgjane1
@fluttbot
@docassar
@jcampsays

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@ipythonistabot
@morolswediu
@fabriciosx
@coderretweet
@fluttbot
@botsecx
@education_24x7
@azuerbot

Top Tweeters in G1:
@chidambara09
@fabriciosx
@education_24x7
@jamesvgingerich
@digitalmehmet
@shoutmgb
@pyscalellc
@michaelbathurst
@drjdrooghaag
@kirkdborne

Top Tweeters in G2:
@xaelbot
@ipythonistabot
@morolswediu
@coderretweet
@fluttbot
@botsecx
@azuerbot
@goaidev
@botfemale
@botfordev

Top Tweeters in G3:
@bills_bot
@mjoehlerich
@salhaj
@blackpeopledata
@procurementstar
@procurement2030
@supplychain2030
@trab_bot
@jadp
@readtechhere

Top Tweeters in G4:
@thecuriousluke
@datasciencebot_
@nvsdata
@brainroaring
@machine_ml
@techie_wiz
@eli_krumova
@rootnk
@_ellabot
@wiseconnector

Top Tweeters in G5:
@vyom_srivastava