#dataSciBowl, Twitter, 5/9/2022 6:32:54 PM, 275953


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#dataSciBowl_2022-05-09_11-30-01.xlsx
#dataSciBowl_2022-05-09_11-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 09, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3vYSb3G
@chidambara09
@michaelbathurst
@this0499154500
@eli_krumova
@salhaj
@fmfrancoise
@docassar
@shoutmgb
@fluttbot
@sgjane1

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

Description:
Description
The graph represents a network of 84 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, 09 May 2022 at 18:30 UTC.

The requested start date was Monday, 09 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 85-day, 23-hour, 10-minute period from Wednesday, 02 February 2022 at 15:12 UTC to Friday, 29 April 2022 at 14:22 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 : 84
Unique Edges : 281
Edges With Duplicates : 1377
Total Edges : 1658
Number of Edge Types : 5
Mentions : 448
Retweet : 140
MentionsInRetweet : 1052
Tweet : 2
Replies to : 16
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.104212860310421
Reciprocated Edge Ratio : 0.188755020080321
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 83
Maximum Edges in a Connected Component : 1657
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.995936
Graph Density : 0.0714285714285714
Modularity : 0.130581
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 84 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, 09 May 2022 at 18:30 UTC.

The requested start date was Monday, 09 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 85-day, 23-hour, 10-minute period from Wednesday, 02 February 2022 at 15:12 UTC to Friday, 29 April 2022 at 14:22 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:
[28] 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
[1] https://twitter.com/Eli_Krumova/status/1520025962930442240
[1] https://twitter.com/ShoutMGB/status/1519334616909463552
[1] https://geekyhumans.com/de/20-javascript-libraries-to-design-graphs-and-charts/
[1] https://twitter.com/Eli_Krumova/status/1518942848565063680

Top URLs in Tweet in G1:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114
[1] https://twitter.com/Eli_Krumova/status/1520025962930442240
[1] https://twitter.com/salhaj/status/1488893045420572679
[1] https://twitter.com/docassar/status/1502665678792364032
[1] https://twitter.com/docassar/status/1489271485457911809

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[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=270600
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114

Top URLs in Tweet in G3:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275542
[7] 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=271048
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600

Top URLs in Tweet in G4:
[7] 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=273916
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048

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:
[95] nodexlgraphgallery.org
[8] twitter.com
[1] geekyhumans.com

Top Domains in Tweet in G1:
[26] nodexlgraphgallery.org
[8] twitter.com

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[166] datascibowl
[53] nodexl
[50] socialmedia
[47] bigdata
[39] twitter
[34] ai
[33] datascience
[29] machinelearning
[10] influencers
[8] top10



Top Hashtags in Tweet in G1:
[53] datascibowl
[18] nodexl
[16] datascience
[15] bigdata
[15] twitter
[15] socialmedia
[14] ai
[13] machinelearning
[4] influencers
[3] tech

Top Hashtags in Tweet in G2:
[30] datascibowl
[20] nodexl
[19] socialmedia
[19] bigdata
[14] datascience
[13] twitter
[13] ai
[13] machinelearning

Top Hashtags in Tweet in G3:
[58] datascibowl
[13] socialmedia
[12] nodexl
[10] bigdata
[8] twitter
[6] gephi
[6] flutter
[5] linux
[4] influencers
[4] top10

Top Hashtags in Tweet in G4:
[24] datascibowl
[3] socialmedia
[3] twitter
[3] bigdata
[3] nodexl
[3] ai
[3] datascience
[3] machinelearning
[2] influencers
[2] top10

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:
[190] eli_krumova
[181] salhaj
[179] this0499154500
[166] #datascibowl
[159] chidambara09
[152] fmfrancoise
[134] nodexl
[126] sgjane1
[105] fluttbot
[94] morolswediu

Top Words in Tweet in G1:
[61] this0499154500
[61] salhaj
[60] eli_krumova
[58] chidambara09
[55] fmfrancoise
[53] #datascibowl
[50] sgjane1
[47] fluttbot
[46] morolswediu
[44] jcampsays

Top Words in Tweet in G2:
[30] #datascibowl
[21] eli_krumova
[20] #nodexl
[19] #socialmedia
[19] #bigdata
[16] chidambara09
[14] #datascience
[13] salhaj
[13] #twitter
[13] #ai

Top Words in Tweet in G3:
[72] eli_krumova
[70] salhaj
[70] this0499154500
[70] nodexl
[58] #datascibowl
[55] fmfrancoise
[49] chidambara09
[43] sgjane1
[32] docassar
[29] fluttbot

Top Words in Tweet in G4:
[37] eli_krumova
[37] salhaj
[36] chidambara09
[36] this0499154500
[30] fmfrancoise
[24] #datascibowl
[22] nodexl
[22] sgjane1
[20] docassar
[18] fluttbot

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[107] #datascibowl,nodexl
[95] sgjane1,fmfrancoise
[87] this0499154500,eli_krumova
[77] eli_krumova,salhaj
[77] eli_krumova,sgjane1
[72] chidambara09,eli_krumova
[70] nodexl,this0499154500
[67] this0499154500,chidambara09
[64] jcampsays,morolswediu
[62] fmfrancoise,salhaj

Top Word Pairs in Tweet in G1:
[42] sgjane1,fmfrancoise
[38] this0499154500,eli_krumova
[37] jcampsays,morolswediu
[32] eli_krumova,sgjane1
[27] #datascibowl,nodexl
[25] fluttbot,jcampsays
[23] fmfrancoise,salhaj
[22] eli_krumova,salhaj
[20] salhaj,fluttbot
[19] fluttbot,nvidiaai

Top Word Pairs in Tweet in G2:
[12] #datascience,#machinelearning
[11] keep,shining
[11] #datascibowl,nodexl
[10] top,hashtags
[10] hashtags,#datascibowl
[9] eli_krumova,salhaj
[9] #ai,#datascience
[9] michaelbathurst,keep
[8] #socialmedia,#twitter
[8] #twitter,#bigdata

Top Word Pairs in Tweet in G3:
[49] #datascibowl,nodexl
[35] sgjane1,fmfrancoise
[32] nodexl,this0499154500
[32] chidambara09,eli_krumova
[31] this0499154500,chidambara09
[30] eli_krumova,sgjane1
[29] eli_krumova,salhaj
[28] this0499154500,eli_krumova
[25] fmfrancoise,salhaj
[16] salhaj,fluttbot

Top Word Pairs in Tweet in G4:
[20] #datascibowl,nodexl
[17] eli_krumova,salhaj
[16] this0499154500,eli_krumova
[15] chidambara09,eli_krumova
[14] nodexl,this0499154500
[13] this0499154500,chidambara09
[13] sgjane1,fmfrancoise
[12] salhaj,fmfrancoise
[12] eli_krumova,sgjane1
[11] fmfrancoise,salhaj

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

Top Mentioned in G1:
@chidambara09
@this0499154500
@eli_krumova
@salhaj
@fmfrancoise
@sgjane1
@fluttbot
@morolswediu
@jcampsays
@nvidiaai

Top Mentioned in G2:
@eli_krumova
@chidambara09
@salhaj
@this0499154500
@fmfrancoise
@docassar
@morolswediu
@sgjane1
@fluttbot
@michaelbathurst

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

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

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

Top Tweeters in G1:
@xaelbot
@ipythonistabot
@morolswediu
@coderretweet
@fluttbot
@azuerbot
@bills_bot
@goaidev
@botfemale
@botfordev

Top Tweeters in G2:
@jamesvgingerich
@digitalmehmet
@shoutmgb
@pyscalellc
@michaelbathurst
@nvsdata
@drjdrooghaag
@machine_ml
@kirkdborne
@albertoemachado

Top Tweeters in G3:
@chidambara09
@fabriciosx
@botsecx
@thecuriousluke
@fmfrancoise
@betamoroney
@enilev
@onalytica
@smm_news_feed
@runclouds

Top Tweeters in G4:
@mjoehlerich
@procurementstar
@procurement2030
@supplychain2030
@ingcolombo
@this0499154500
@moro

Top Tweeters in G5:
@vyom_srivastava