#dataSciBowl, Twitter, 10/4/2021 5:48:05 PM, 263652


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#dataSciBowl_2021-10-04_10-42-29.xlsx
#dataSciBowl_2021-10-04_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 04, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3mro13a
@fmfrancoise
@chidambara09
@kirkdborne
@eli_krumova
@jcampsays
@salhaj
@vyom_srivastava
@a
@andrewmorrisuk
@xaelbot

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

Description:
Description
The graph represents a network of 51 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, 04 October 2021 at 17:42 UTC.

The requested start date was Monday, 04 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 83-day, 20-hour, 15-minute period from Tuesday, 06 July 2021 at 16:33 UTC to Tuesday, 28 September 2021 at 12:49 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 : 51
Unique Edges : 164
Edges With Duplicates : 463
Total Edges : 627
Number of Edge Types : 5
Mentions : 137
Retweet : 60
MentionsInRetweet : 423
Tweet : 1
Replies to : 6
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.121673003802281
Reciprocated Edge Ratio : 0.216949152542373
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 49
Maximum Edges in a Connected Component : 627
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.825073
Graph Density : 0.115686274509804
Modularity : 0.145607
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 51 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, 04 October 2021 at 17:42 UTC.

The requested start date was Monday, 04 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 83-day, 20-hour, 15-minute period from Tuesday, 06 July 2021 at 16:33 UTC to Tuesday, 28 September 2021 at 12:49 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
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258375
[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
[1] https://twitter.com/MarsPetcareUS/status/1435631240271568899
[1] https://medicalfuturist.com/the-future-of-radiology-and-ai/

Top URLs in Tweet in G1:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258375
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263007
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261927
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[1] https://medicalfuturist.com/the-future-of-radiology-and-ai/

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=258375
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263007
[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=258375
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429

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

Top Domains in Tweet in G1:
[26] nodexlgraphgallery.org
[1] medicalfuturist.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[68] datascibowl
[14] bigdata
[10] ai
[8] twitter
[8] socialmedia
[8] datascience
[7] innovation
[5] machinelearning
[3] 100daysofcode
[3] iot



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

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

Top Hashtags in Tweet in G3:
[10] datascibowl
[2] ai
[2] bigdata
[2] datascience
[2] innovation
[2] iot
[2] data4good

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[59] fmfrancoise,eli_krumova
[53] #datascibowl,nodexl
[35] salhaj,#datascibowl
[34] salhaj,kirkdborne
[30] chidambara09,salhaj
[24] kirkdborne,fmfrancoise
[24] eli_krumova,salhaj
[22] dr,salahideen
[22] chidambara09,vyom_srivastava
[19] vyom_srivastava,jcampsays

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

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

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

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

Top Mentioned in G1:
@fmfrancoise
@chidambara09
@eli_krumova
@salhaj
@vyom_srivastava
@kirkdborne
@a
@veracitiz
@albertoemachado

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

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

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

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

Top Tweeters in G2:
@chidambara09
@xaelbot
@codedailybot
@morolswediu
@andrewmorrisuk
@coderretweet
@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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