#dataSciBowl, Twitter, 2/21/2022 10:23:41 PM, 272114


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#dataSciBowl_2022-02-21_10-42-29.xlsx
#dataSciBowl_2022-02-21_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3JNcRjx
@this0499154500
@chidambara09
@eli_krumova
@sgjane1
@fmfrancoise
@salhaj
@nvidiaai
@fluttbot
@jcampsays
@morolswediu

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

Description:
Description
The graph represents a network of 106 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, 21 February 2022 at 18:42 UTC.

The requested start date was Monday, 21 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 104-day, 19-hour, 33-minute period from Monday, 01 November 2021 at 23:45 UTC to Monday, 14 February 2022 at 19:18 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 : 106
Unique Edges : 390
Edges With Duplicates : 1927
Total Edges : 2317
Number of Edge Types : 5
MentionsInRetweet : 1595
Retweet : 215
Mentions : 482
Replies to : 22
Tweet : 3
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0889894419306184
Reciprocated Edge Ratio : 0.163434903047091
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 103
Maximum Edges in a Connected Component : 2317
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.917052
Graph Density : 0.0648697214734951
Modularity : 0.145068
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 106 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, 21 February 2022 at 18:42 UTC.

The requested start date was Monday, 21 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 104-day, 19-hour, 33-minute period from Monday, 01 November 2021 at 23:45 UTC to Monday, 14 February 2022 at 19:18 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:
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685

Top URLs in Tweet in G1:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[1] https://blogs.nvidia.com/blog/2018/05/09/data-science-bowl-drug-discovery/?ncid=so-twi-tghrtgls-40756
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[213] datascibowl
[48] socialmedia
[47] twitter
[43] bigdata
[42] nodexl
[40] ai
[36] datascience
[33] machinelearning
[25] iot
[13] influencers



Top Hashtags in Tweet in G1:
[154] datascibowl
[37] socialmedia
[36] twitter
[35] bigdata
[33] nodexl
[28] ai
[28] datascience
[25] machinelearning
[15] iot
[10] influencers

Top Hashtags in Tweet in G2:
[48] datascibowl
[11] ai
[10] twitter
[10] socialmedia
[10] iot
[8] nodexl
[7] bigdata
[7] datascience
[7] machinelearning
[4] insurtech

Top Hashtags in Tweet in G3:
[11] datascibowl
[2] gpu
[2] deeplearning
[1] socialmedia
[1] twitter
[1] bigdata
[1] ai
[1] nodexl
[1] datascience
[1] machinelearning

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[159] #datascibowl,nodexl
[96] sgjane1,fmfrancoise
[93] this0499154500,chidambara09
[87] eli_krumova,salhaj
[84] nodexl,this0499154500
[60] this0499154500,eli_krumova
[59] chidambara09,salhaj
[55] salhaj,sgjane1
[55] eli_krumova,sgjane1
[53] chidambara09,eli_krumova

Top Word Pairs in Tweet in G1:
[121] #datascibowl,nodexl
[64] this0499154500,chidambara09
[64] sgjane1,fmfrancoise
[63] nodexl,this0499154500
[58] eli_krumova,salhaj
[39] salhaj,eli_krumova
[38] eli_krumova,sgjane1
[35] chidambara09,eli_krumova
[35] salhaj,sgjane1
[34] jcampsays,salhaj

Top Word Pairs in Tweet in G2:
[34] #datascibowl,nodexl
[26] sgjane1,fmfrancoise
[22] eli_krumova,salhaj
[20] this0499154500,chidambara09
[19] this0499154500,eli_krumova
[18] nodexl,this0499154500
[17] chidambara09,salhaj
[15] salhaj,sgjane1
[14] chidambara09,eli_krumova
[14] eli_krumova,sgjane1

Top Word Pairs in Tweet in G3:
[11] this0499154500,eli_krumova
[10] thank,dr
[9] chidambara09,salhaj
[9] this0499154500,chidambara09
[8] top,10
[7] docassar,gephi
[7] gephi,bendobrown
[7] bendobrown,arcelinobsilva
[7] nodexl,michaelbathurst
[7] michaelbathurst,thesikhanalyst

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@this0499154500
@salhaj
@eli_krumova
@fmfrancoise
@sgjane1
@jcampsays
@kirkdborne
@nvidiaai
@nodexl

Top Mentioned in G1:
@salhaj
@chidambara09
@eli_krumova
@fmfrancoise
@this0499154500
@sgjane1
@jcampsays
@kirkdborne
@nvidiaai
@nodexl

Top Mentioned in G2:
@chidambara09
@this0499154500
@salhaj
@eli_krumova
@fmfrancoise
@sgjane1
@jcampsays
@kirkdborne
@nvidiaai
@nodexl

Top Mentioned in G3:
@this0499154500
@chidambara09
@eli_krumova
@salhaj
@sgjane1
@fmfrancoise
@jcampsays
@nvidiaai
@kirkdborne
@nodexl

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@ipythonistabot
@morolswediu
@coderretweet
@fabriciosx
@hubofml
@fluttbot
@andrewmorrisuk

Top Tweeters in G1:
@chidambara09
@fabriciosx
@aprogrammerbot
@codewithtwitchi
@education_24x7
@botsecx
@thecuriousluke
@pythonexpertbot
@lkafle
@2bftawfik

Top Tweeters in G2:
@codedailybot
@ipythonistabot
@coderretweet
@andrewmorrisuk
@botfordev
@goaidev
@lala35539674
@sebbourguignon
@albertoemachado
@gp_pulipaka

Top Tweeters in G3:
@xaelbot
@morolswediu
@hubofml
@fluttbot
@bills_bot
@michaelbathurst
@geraldmuvengei2
@ozerkhalid
@twitter
@hashtagmarketi7

Top Tweeters in G4:
@noda
@vya
@sala