#dataSciBowl, Twitter, 5/23/2022 7:14:23 PM, 276918


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#dataSciBowl_2022-05-23_11-30-01.xlsx
#dataSciBowl_2022-05-23_11-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/39IS9EC
@chidambara09
@michaelbathurst
@eli_krumova
@this0499154500
@salhaj
@fmfrancoise
@shoutmgb
@docassar
@nodexl
@fluttbot

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

Description:
Description
The graph represents a network of 101 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, 23 May 2022 at 18:30 UTC.

The requested start date was Monday, 23 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 108-day, 17-hour, 35-minute period from Wednesday, 02 February 2022 at 15:12 UTC to Sunday, 22 May 2022 at 08:47 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 : 101
Unique Edges : 354
Edges With Duplicates : 2030
Total Edges : 2384
Number of Edge Types : 5
Mentions : 593
Retweet : 219
MentionsInRetweet : 1550
Tweet : 2
Replies to : 20
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0953206239168111
Reciprocated Edge Ratio : 0.174050632911392
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 100
Maximum Edges in a Connected Component : 2383
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.951005
Graph Density : 0.0625742574257426
Modularity : 0.110466
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 101 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, 23 May 2022 at 18:30 UTC.

The requested start date was Monday, 23 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 108-day, 17-hour, 35-minute period from Wednesday, 02 February 2022 at 15:12 UTC to Sunday, 22 May 2022 at 08:47 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
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[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

Top URLs in Tweet in G1:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[4] 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
[8] 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
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[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
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276453
[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:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275953
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[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:
[154] nodexlgraphgallery.org
[14] twitter.com
[1] geekyhumans.com

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

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[263] datascibowl
[83] nodexl
[73] socialmedia
[70] bigdata
[62] twitter
[59] ai
[56] datascience
[45] machinelearning
[16] top10
[11] tech



Top Hashtags in Tweet in G1:
[94] datascibowl
[36] nodexl
[34] socialmedia
[31] bigdata
[23] twitter
[17] ai
[14] datascience
[11] machinelearning
[6] gephi
[6] flutter

Top Hashtags in Tweet in G2:
[68] datascibowl
[12] nodexl
[12] socialmedia
[12] twitter
[12] bigdata
[12] ai
[12] datascience
[11] machinelearning
[3] top10
[1] influencers

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

Top Hashtags in Tweet in G4:
[34] datascibowl
[23] nodexl
[19] datascience
[17] ai
[16] twitter
[15] socialmedia
[15] bigdata
[12] machinelearning
[10] tech
[6] stem

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:
[297] eli_krumova
[278] salhaj
[263] #datascibowl
[258] this0499154500
[235] chidambara09
[231] nodexl
[189] fmfrancoise
[148] sgjane1
[138] michaelbathurst
[132] docassar

Top Words in Tweet in G1:
[105] eli_krumova
[94] nodexl
[94] salhaj
[94] #datascibowl
[85] this0499154500
[66] chidambara09
[65] michaelbathurst
[54] docassar
[52] fmfrancoise
[42] sgjane1

Top Words in Tweet in G2:
[82] eli_krumova
[80] salhaj
[74] this0499154500
[73] chidambara09
[68] #datascibowl
[62] fmfrancoise
[53] nodexl
[50] sgjane1
[42] fluttbot
[36] morolswediu

Top Words in Tweet in G3:
[83] eli_krumova
[78] this0499154500
[77] salhaj
[75] chidambara09
[66] #datascibowl
[58] nodexl
[55] fmfrancoise
[39] michaelbathurst
[36] sgjane1
[35] fluttbot

Top Words in Tweet in G4:
[34] #datascibowl
[27] salhaj
[27] eli_krumova
[26] nodexl
[23] #nodexl
[21] chidambara09
[21] this0499154500
[20] sgjane1
[20] fmfrancoise
[19] #datascience

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[179] #datascibowl,nodexl
[133] this0499154500,eli_krumova
[123] eli_krumova,salhaj
[98] chidambara09,eli_krumova
[95] sgjane1,fmfrancoise
[81] salhaj,fmfrancoise
[80] nodexl,chidambara09
[80] michaelbathurst,this0499154500
[77] eli_krumova,sgjane1
[71] nodexl,this0499154500

Top Word Pairs in Tweet in G1:
[64] #datascibowl,nodexl
[43] this0499154500,eli_krumova
[39] eli_krumova,salhaj
[35] michaelbathurst,this0499154500
[33] nodexl,chidambara09
[29] chidambara09,eli_krumova
[27] salhaj,fmfrancoise
[22] sgjane1,fmfrancoise
[20] eli_krumova,sgjane1
[18] this0499154500,salhaj

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

Top Word Pairs in Tweet in G3:
[52] #datascibowl,nodexl
[43] eli_krumova,salhaj
[39] this0499154500,eli_krumova
[29] salhaj,fmfrancoise
[28] chidambara09,eli_krumova
[26] nodexl,chidambara09
[23] michaelbathurst,this0499154500
[22] nodexl,this0499154500
[21] this0499154500,chidambara09
[20] sgjane1,fmfrancoise

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

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

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

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

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

Top Mentioned in G4:
@eli_krumova
@salhaj
@nodexl
@chidambara09
@this0499154500
@sgjane1
@fmfrancoise
@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
@thecuriousluke
@jamesvgingerich
@digitalmehmet
@shoutmgb
@gdprai
@pyscalellc
@michaelbathurst

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

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

Top Tweeters in G4:
@brainroaring
@machine_ml
@techie_wiz
@albertoemachado
@eli_krumova
@rootnk
@_jakashi
@elonmusk
@wiseconnector
@al

Top Tweeters in G5:
@vyom_srivastava