#dataSciBowl, Twitter, 10/25/2021 6:40:22 PM, 264740


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#dataSciBowl_2021-10-25_10-42-29.xlsx
#dataSciBowl_2021-10-25_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3nvroqe
@fmfrancoise
@chidambara09
@jcampsays
@eli_krumova
@salhaj
@kirkdborne
@vyom_srivastava
@a
@andrewmorrisuk
@xaelbot

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

Description:
Description
The graph represents a network of 49 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, 25 October 2021 at 17:42 UTC.

The requested start date was Monday, 25 October 2021 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 64-day, 15-hour, 15-minute period from Tuesday, 03 August 2021 at 16:29 UTC to Thursday, 07 October 2021 at 07:44 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 : 49
Unique Edges : 162
Edges With Duplicates : 447
Total Edges : 609
Number of Edge Types : 4
MentionsInRetweet : 418
Mentions : 128
Retweet : 57
Replies to : 6
Self-Loops : 1
Reciprocated Vertex Pair Ratio : 0.108949416342412
Reciprocated Edge Ratio : 0.196491228070175
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 47
Maximum Edges in a Connected Component : 609
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.799909
Graph Density : 0.121173469387755
Modularity : 0.144492
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 49 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, 25 October 2021 at 17:42 UTC.

The requested start date was Monday, 25 October 2021 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 64-day, 15-hour, 15-minute period from Tuesday, 03 August 2021 at 16:29 UTC to Thursday, 07 October 2021 at 07:44 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:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261927
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263007
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652
[1] https://twitter.com/MarsPetcareUS/status/1435631240271568899

Top URLs in Tweet in G1:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261927
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263007

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261927
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263007
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652
[1] https://twitter.com/MarsPetcareUS/status/1435631240271568899

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870

Top Domains
Top Domains in Tweet in Entire Graph:
[46] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G1:
[23] nodexlgraphgallery.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] datascibowl
[12] bigdata
[8] twitter
[8] socialmedia
[8] ai
[7] datascience
[6] machinelearning
[6] innovation
[3] 100daysofcode
[2] python



Top Hashtags in Tweet in G1:
[30] datascibowl
[7] bigdata
[7] ai
[6] machinelearning
[6] datascience
[5] innovation
[4] twitter
[4] socialmedia
[2] 100daysofcode
[2] python

Top Hashtags in Tweet in G2:
[23] datascibowl
[4] bigdata
[4] twitter
[4] socialmedia
[1] linux
[1] flutter
[1] womenintech
[1] womenwhocode
[1] 100daysofcode

Top Hashtags in Tweet in G3:
[8] datascibowl
[1] ai
[1] datascience
[1] innovation
[1] data4good
[1] bigdata
[1] iot

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[59] fmfrancoise,eli_krumova
[50] #datascibowl,nodexl
[36] salhaj,#datascibowl
[34] salhaj,kirkdborne
[31] chidambara09,salhaj
[24] eli_krumova,salhaj
[24] kirkdborne,fmfrancoise
[23] dr,salahideen
[22] andrewmorrisuk,xaelbot
[19] vyom_srivastava,fmfrancoise

Top Word Pairs in Tweet in G1:
[23] #datascibowl,nodexl
[22] fmfrancoise,eli_krumova
[16] salhaj,#datascibowl
[12] eli_krumova,salhaj
[11] chidambara09,salhaj
[10] vyom_srivastava,fmfrancoise
[10] salhaj,kirkdborne
[10] nodexl,chidambara09
[10] nodexl,vyom_srivastava
[10] vyom_srivastava,chidambara09

Top Word Pairs in Tweet in G2:
[33] fmfrancoise,eli_krumova
[22] dr,salahideen
[22] salhaj,kirkdborne
[20] #datascibowl,nodexl
[19] chidambara09,salhaj
[19] kirkdborne,fmfrancoise
[18] andrewmorrisuk,xaelbot
[17] eli_krumova,vyom_srivastava
[17] vyom_srivastava,jcampsays
[17] jcampsays,andrewmorrisuk

Top Word Pairs in Tweet in G3:
[7] #datascibowl,nodexl
[4] salhaj,#datascibowl
[4] fmfrancoise,eli_krumova
[3] eli_krumova,salhaj
[3] nodexl,kirkdborne
[3] kirkdborne,fmfrancoise
[3] fmfrancoise,chidambara09
[3] chidambara09,sallyeaves
[3] sallyeaves,eli_krumova
[2] nodexl,vyom_srivastava

Top Replied-To
Top Replied-To in Entire Graph:
@salhaj

Top Replied-To in G2:
@salhaj

Top Mentioned
Top Mentioned in Entire Graph:
@fmfrancoise
@eli_krumova
@kirkdborne
@chidambara09
@vyom_srivastava
@salhaj
@a
@jcampsays
@andrewmorrisuk
@xaelbot

Top Mentioned in G1:
@chidambara09
@salhaj
@vyom_srivastava
@fmfrancoise
@eli_krumova
@kirkdborne
@a
@jcampsays
@andrewmorrisuk

Top Mentioned in G2:
@fmfrancoise
@eli_krumova
@kirkdborne
@vyom_srivastava
@salhaj
@chidambara09
@a
@jcampsays
@andrewmorrisuk
@xaelbot

Top Mentioned in G3:
@chidambara09
@fmfrancoise
@eli_krumova
@kirkdborne
@salhaj
@vyom_srivastava
@sallyeaves
@veracitiz

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@ipythonistabot
@morolswediu
@discovertech3
@djangobot_
@coderretweet
@andrewmorrisuk
@godfrey_g_

Top Tweeters in G1:
@ipythonistabot
@discovertech3
@djangobot_
@100daysof2020
@_funbot
@thecuriousluke
@pythonexpertbot
@education_24x7
@salhaj
@manifattura40

Top Tweeters in G2:
@chidambara09
@xaelbot
@codedailybot
@morolswediu
@coderretweet
@andrewmorrisuk
@fluttbot
@developerbot_v1
@bills_bot
@brainroaring

Top Tweeters in G3:
@godfrey_g_
@fmfrancoise
@datasciencebot_
@sallyeaves
@johngmcnutt
@how_sustainable
@boozallen
@rtwhatweretweet

Top Tweeters in G4:
@aa
@ala


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