#dataSciBowl, Twitter, 6/13/2022 8:56:14 PM, 278259


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#dataSciBowl_2022-06-13_11-30-01.xlsx
#dataSciBowl_2022-06-13_11-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3HifSIz
@chidambara09
@michaelbathurst
@this0499154500
@eli_krumova
@salhaj
@fmfrancoise
@shoutmgb
@docassar
@nodexl
@fluttbot

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

Description:
Description
The graph represents a network of 105 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, 13 June 2022 at 18:30 UTC.

The requested start date was Monday, 13 June 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 87-day, 10-hour, 55-minute period from Monday, 07 March 2022 at 23:01 UTC to Friday, 03 June 2022 at 09:56 UTC.

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 : 105
Unique Edges : 340
Edges With Duplicates : 2022
Total Edges : 2362
Number of Edge Types : 5
Mentions : 578
MentionsInRetweet : 1540
Retweet : 226
Replies to : 16
Tweet : 2
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0949820788530466
Reciprocated Edge Ratio : 0.173486088379705
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 102
Maximum Edges in a Connected Component : 2361
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.968669
Graph Density : 0.055952380952381
Modularity : 0.099675
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 105 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, 13 June 2022 at 18:30 UTC.

The requested start date was Monday, 13 June 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 87-day, 10-hour, 55-minute period from Monday, 07 March 2022 at 23:01 UTC to Friday, 03 June 2022 at 09:56 UTC.

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
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276918
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[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

Top URLs in Tweet in G1:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276918
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[1] https://twitter.com/docassar/status/1502665678792364032
[1] https://twitter.com/docassar/status/1503816679117180930
[1] https://twitter.com/Eli_Krumova/status/1518942848565063680
[1] https://twitter.com/Eli_Krumova/status/1524830703719948288

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277015
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276918
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[3] 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=273916
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276986
[1] https://twitter.com/Eli_Krumova/status/1524830703719948288

Top URLs in Tweet in G3:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276918
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277004
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277015
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276986

Top URLs in Tweet in G4:
[8] 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=272740
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276918
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277015
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276986
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277004

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:
[182] nodexlgraphgallery.org
[13] twitter.com
[1] geekyhumans.com

Top Domains in Tweet in G1:
[46] nodexlgraphgallery.org
[12] twitter.com

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[257] datascibowl
[80] nodexl
[69] socialmedia
[68] bigdata
[63] ai
[60] twitter
[54] datascience
[45] machinelearning
[23] top10
[11] tech



Top Hashtags in Tweet in G1:
[72] datascibowl
[24] nodexl
[19] ai
[19] datascience
[18] twitter
[17] socialmedia
[17] bigdata
[13] machinelearning
[10] tech
[9] top10

Top Hashtags in Tweet in G2:
[60] datascibowl
[31] nodexl
[28] socialmedia
[28] bigdata
[27] ai
[23] twitter
[23] datascience
[20] machinelearning
[4] iiot
[3] datascientists

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

Top Hashtags in Tweet in G4:
[53] datascibowl
[13] socialmedia
[13] nodexl
[12] bigdata
[9] twitter
[4] top10
[4] ai
[4] gephi
[3] flutter
[3] salesforce

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:
[304] nodexl
[282] eli_krumova
[268] this0499154500
[263] salhaj
[257] #datascibowl
[246] chidambara09
[197] michaelbathurst
[163] fmfrancoise
[147] docassar
[111] fluttbot

Top Words in Tweet in G1:
[82] eli_krumova
[78] salhaj
[74] this0499154500
[73] nodexl
[72] #datascibowl
[71] chidambara09
[54] fmfrancoise
[40] sgjane1
[40] fluttbot
[40] docassar

Top Words in Tweet in G2:
[69] nodexl
[60] #datascibowl
[45] eli_krumova
[45] michaelbathurst
[43] salhaj
[41] chidambara09
[40] this0499154500
[34] docassar
[31] #nodexl
[28] #socialmedia

Top Words in Tweet in G3:
[93] this0499154500
[92] eli_krumova
[88] chidambara09
[87] nodexl
[79] salhaj
[71] #datascibowl
[61] michaelbathurst
[55] fmfrancoise
[40] docassar
[34] sgjane1

Top Words in Tweet in G4:
[75] nodexl
[63] eli_krumova
[63] salhaj
[61] this0499154500
[53] #datascibowl
[51] michaelbathurst
[46] chidambara09
[33] fmfrancoise
[33] docassar
[23] sgjane1

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[180] #datascibowl,nodexl
[118] nodexl,chidambara09
[114] this0499154500,eli_krumova
[104] eli_krumova,salhaj
[87] salhaj,fmfrancoise
[78] michaelbathurst,this0499154500
[75] chidambara09,eli_krumova
[74] chidambara09,michaelbathurst
[72] nodexl,this0499154500
[57] this0499154500,salhaj

Top Word Pairs in Tweet in G1:
[49] #datascibowl,nodexl
[38] this0499154500,eli_krumova
[29] eli_krumova,salhaj
[26] sgjane1,fmfrancoise
[26] salhaj,fmfrancoise
[25] fmfrancoise,salhaj
[24] chidambara09,eli_krumova
[23] eli_krumova,sgjane1
[23] salhaj,fluttbot
[23] nodexl,chidambara09

Top Word Pairs in Tweet in G2:
[30] nodexl,chidambara09
[29] #datascibowl,nodexl
[18] top,hashtags
[17] #ai,#datascience
[15] #datascibowl,#nodexl
[15] #nodexl,#socialmedia
[15] #datascience,#machinelearning
[15] nodexl,this0499154500
[14] salhaj,fmfrancoise
[14] hashtags,#datascibowl

Top Word Pairs in Tweet in G3:
[59] #datascibowl,nodexl
[38] nodexl,chidambara09
[38] eli_krumova,salhaj
[37] this0499154500,eli_krumova
[30] salhaj,fmfrancoise
[27] chidambara09,michaelbathurst
[25] nodexl,this0499154500
[25] chidambara09,eli_krumova
[21] michaelbathurst,this0499154500
[19] chidambara09,this0499154500

Top Word Pairs in Tweet in G4:
[43] #datascibowl,nodexl
[28] this0499154500,eli_krumova
[27] nodexl,chidambara09
[24] eli_krumova,salhaj
[23] michaelbathurst,this0499154500
[17] salhaj,fmfrancoise
[16] chidambara09,eli_krumova
[14] this0499154500,salhaj
[14] chidambara09,michaelbathurst
[13] nodexl,this0499154500

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

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

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

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

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

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@morolswediu
@fabriciosx
@fluttbot
@botsecx
@education_24x7
@azuerbot
@bills_bot
@thecuriousluke

Top Tweeters in G1:
@xaelbot
@morolswediu
@fluttbot
@botsecx
@azuerbot
@botfemale
@xeronbot
@botfordev
@_reactdev
@pythonroboto

Top Tweeters in G2:
@jamesvgingerich
@pyscalellc
@datasciencebot_
@michaelbathurst
@grjenkin
@nvsdata
@drjdrooghaag
@brainroaring
@kirkdborne
@machine_ml

Top Tweeters in G3:
@fabriciosx
@bills_bot
@thecuriousluke
@mjoehlerich
@lala35539674
@salhaj
@blackpeopledata
@appthisway
@procurementstar
@procurement2030

Top Tweeters in G4:
@chidambara09
@education_24x7
@digitalmehmet
@gdprai
@shoutmgb
@betamoroney
@enilev
@smm_news_feed
@onalytica
@analytics_699

Top Tweeters in G5:
@gma
@vyom_srivastava
@saa