#dataSciBowl, Twitter, 3/7/2022 8:35:28 PM, 272740


FAQ | Problem?

#dataSciBowl_2022-03-07_10-42-29.xlsx
#dataSciBowl_2022-03-07_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/35E7419
@this0499154500
@chidambara09
@eli_krumova
@sgjane1
@fmfrancoise
@salhaj
@fluttbot
@nvidiaai
@jcampsays
@morolswediu

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

Description:
Description
The graph represents a network of 109 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, 07 March 2022 at 18:42 UTC.

The requested start date was Monday, 07 March 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 115-day, 2-hour, 41-minute period from Monday, 01 November 2021 at 23:45 UTC to Friday, 25 February 2022 at 02:26 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 : 109
Unique Edges : 417
Edges With Duplicates : 2149
Total Edges : 2566
Number of Edge Types : 5
Retweet : 235
MentionsInRetweet : 1778
Mentions : 526
Replies to : 24
Tweet : 3
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0816044260027663
Reciprocated Edge Ratio : 0.150895140664962
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 106
Maximum Edges in a Connected Component : 2566
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.908508
Graph Density : 0.0664288141352362
Modularity : 0.151061
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 109 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, 07 March 2022 at 18:42 UTC.

The requested start date was Monday, 07 March 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 115-day, 2-hour, 41-minute period from Monday, 01 November 2021 at 23:45 UTC to Friday, 25 February 2022 at 02:26 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=271048
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114

Top URLs in Tweet in G1:
[19] 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=272114
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[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=265865
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[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:
[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=266324

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[235] datascibowl
[54] socialmedia
[51] twitter
[47] bigdata
[45] nodexl
[42] ai
[38] datascience
[35] machinelearning
[25] iot
[13] influencers



Top Hashtags in Tweet in G1:
[167] datascibowl
[43] socialmedia
[40] twitter
[39] bigdata
[36] nodexl
[30] ai
[30] datascience
[27] machinelearning
[15] iot
[10] influencers

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

Top Hashtags in Tweet in G3:
[6] datascibowl
[2] gpu
[2] deeplearning

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[168] #datascibowl,nodexl
[120] sgjane1,fmfrancoise
[101] this0499154500,chidambara09
[92] nodexl,this0499154500
[87] eli_krumova,salhaj
[79] eli_krumova,sgjane1
[76] this0499154500,eli_krumova
[69] chidambara09,salhaj
[61] chidambara09,eli_krumova
[55] salhaj,sgjane1

Top Word Pairs in Tweet in G1:
[129] #datascibowl,nodexl
[79] sgjane1,fmfrancoise
[72] this0499154500,chidambara09
[71] nodexl,this0499154500
[59] eli_krumova,salhaj
[53] eli_krumova,sgjane1
[43] chidambara09,eli_krumova
[39] salhaj,eli_krumova
[37] this0499154500,eli_krumova
[35] chidambara09,salhaj

Top Word Pairs in Tweet in G2:
[38] #datascibowl,nodexl
[38] sgjane1,fmfrancoise
[36] this0499154500,eli_krumova
[31] chidambara09,salhaj
[29] this0499154500,chidambara09
[28] eli_krumova,salhaj
[23] eli_krumova,sgjane1
[22] top,10
[22] thank,dr
[22] nvidiaai,fluttbot

Top Word Pairs in Tweet in G3:
[4] salhaj,this0499154500
[3] chidambara09,salhaj
[3] this0499154500,eli_krumova
[3] eli_krumova,sgjane1
[3] sgjane1,fmfrancoise
[3] fmfrancoise,nvidiaai
[3] nvidiaai,fluttbot
[3] fluttbot,jcampsays
[3] jcampsays,morolswediu
[3] morolswediu,#datascibowl

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

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

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

Top Mentioned in G3:
@chidambara09
@salhaj
@this0499154500
@fmfrancoise
@nvidiaai
@jcampsays
@eli_krumova
@sgjane1
@fluttbot
@morolswediu

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

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

Top Tweeters in G2:
@xaelbot
@codedailybot
@ipythonistabot
@morolswediu
@coderretweet
@fluttbot
@bills_bot
@goaidev
@botfordev
@lala35539674

Top Tweeters in G3:
@hubofml
@prometheus_bot
@retweetcyborg
@1000dayscodingb
@nvidiaai

Top Tweeters in G4:
@noda
@vya
@sala