#dataSciBowl, Twitter, 11/15/2021 10:18:32 PM, 266324


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#dataSciBowl_2021-11-15_10-42-29.xlsx
#dataSciBowl_2021-11-15_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/30yjoNN
@chidambara09
@fmfrancoise
@jcampsays
@salhaj
@this0499154500
@eli_krumova
@sgjane1
@kirkdborne
@nvidiaai
@vyom_srivastava

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

Description:
Description
The graph represents a network of 67 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, 15 November 2021 at 18:42 UTC.

The requested start date was Monday, 15 November 2021 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 65-day, 6-hour, 19-minute period from Tuesday, 07 September 2021 at 14:28 UTC to Thursday, 11 November 2021 at 20:48 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 : 67
Unique Edges : 223
Edges With Duplicates : 630
Total Edges : 853
Number of Edge Types : 5
MentionsInRetweet : 541
Mentions : 224
Retweet : 76
Tweet : 1
Replies to : 11
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.0914454277286136
Reciprocated Edge Ratio : 0.167567567567568
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 853
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.947929
Graph Density : 0.0836725463591135
Modularity : 0.140731
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 67 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, 15 November 2021 at 18:42 UTC.

The requested start date was Monday, 15 November 2021 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 65-day, 6-hour, 19-minute period from Tuesday, 07 September 2021 at 14:28 UTC to Thursday, 11 November 2021 at 20:48 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
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[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=264740
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652

Top URLs in Tweet in G1:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[2] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261927
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[1] https://datasciencebowl.com/get-smart-resources-for-data-science/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263007
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652

Top URLs in Tweet in G2:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[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=264740
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263007

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[1] https://twitter.com/MarsPetcareUS/status/1435631240271568899
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324

Top URLs in Tweet in G4:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[90] datascibowl
[20] bigdata
[16] twitter
[16] socialmedia
[14] datascience
[14] ai
[12] machinelearning
[9] innovation
[6] nodexl
[5] data4good



Top Hashtags in Tweet in G1:
[44] datascibowl
[10] bigdata
[8] twitter
[8] socialmedia
[6] nodexl
[4] data4good
[4] ai
[4] datascience
[4] machinelearning
[4] ces2022

Top Hashtags in Tweet in G2:
[23] datascibowl
[7] bigdata
[7] ai
[7] datascience
[6] machinelearning
[6] twitter
[6] socialmedia
[5] innovation
[1] 100daysofcode
[1] python

Top Hashtags in Tweet in G3:
[9] datascibowl

Top Hashtags in Tweet in G4:
[14] datascibowl
[3] ai
[3] datascience
[3] innovation
[3] bigdata
[2] twitter
[2] socialmedia
[2] machinelearning
[1] data4good
[1] iot

Top Words
Top Words in Tweet in Entire Graph:
[114] fmfrancoise
[114] salhaj
[96] kirkdborne
[90] #datascibowl
[89] eli_krumova
[85] chidambara09
[76] nodexl
[68] jcampsays
[57] vyom_srivastava
[35] andrewmorrisuk

Top Words in Tweet in G1:
[53] fmfrancoise
[50] salhaj
[44] #datascibowl
[43] kirkdborne
[41] nodexl
[37] eli_krumova
[35] jcampsays
[32] chidambara09
[17] vyom_srivastava
[16] this0499154500

Top Words in Tweet in G2:
[43] salhaj
[34] chidambara09
[34] fmfrancoise
[34] eli_krumova
[34] kirkdborne
[33] vyom_srivastava
[23] jcampsays
[23] #datascibowl
[21] andrewmorrisuk
[21] xaelbot

Top Words in Tweet in G3:
[14] fmfrancoise
[9] #datascibowl
[9] salhaj
[8] nodexl
[8] chidambara09
[8] eli_krumova
[8] kirkdborne
[7] jcampsays
[6] vyâ
[3] ai

Top Words in Tweet in G4:
[14] #datascibowl
[13] fmfrancoise
[12] salhaj
[11] nodexl
[11] kirkdborne
[11] chidambara09
[10] eli_krumova
[6] vyom_srivastava
[4] aâ
[3] sallyeaves

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[64] #datascibowl,nodexl
[62] salhaj,kirkdborne
[52] eli_krumova,salhaj
[41] fmfrancoise,eli_krumova
[40] kirkdborne,fmfrancoise
[35] jcampsays,eli_krumova
[34] andrewmorrisuk,xaelbot
[29] fmfrancoise,chidambara09
[29] nodexl,chidambara09
[26] nodexl,fmfrancoise

Top Word Pairs in Tweet in G1:
[29] #datascibowl,nodexl
[23] eli_krumova,salhaj
[22] jcampsays,eli_krumova
[20] salhaj,kirkdborne
[19] kirkdborne,fmfrancoise
[14] fmfrancoise,cloudpreacher
[14] cloudpreacher,sgjane1
[14] chidambara09,kirkdborne
[12] nodexl,fmfrancoise
[12] fmfrancoise,chidambara09

Top Word Pairs in Tweet in G2:
[27] fmfrancoise,eli_krumova
[27] salhaj,kirkdborne
[20] andrewmorrisuk,xaelbot
[17] chidambara09,salhaj
[17] kirkdborne,fmfrancoise
[16] vyom_srivastava,jcampsays
[16] jcampsays,andrewmorrisuk
[16] #datascibowl,nodexl
[15] eli_krumova,vyom_srivastava
[15] xaelbot,dr

Top Word Pairs in Tweet in G3:
[8] #datascibowl,nodexl
[8] eli_krumova,salhaj
[8] salhaj,kirkdborne
[7] nodexl,fmfrancoise
[7] fmfrancoise,chidambara09
[7] chidambara09,jcampsays
[7] jcampsays,eli_krumova
[6] fmfrancoise,#datascibowl
[6] kirkdborne,vyâ
[2] use,ai

Top Word Pairs in Tweet in G4:
[11] #datascibowl,nodexl
[7] eli_krumova,salhaj
[7] salhaj,kirkdborne
[6] fmfrancoise,chidambara09
[5] nodexl,chidambara09
[4] kirkdborne,fmfrancoise
[4] salhaj,#datascibowl
[4] chidambara09,vyom_srivastava
[4] vyom_srivastava,fmfrancoise
[4] fmfrancoise,eli_krumova

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

Top Mentioned in G1:
@kirkdborne
@fmfrancoise
@jcampsays
@eli_krumova
@salhaj
@chidambara09
@vyom_srivastava
@a
@cloudpreacher
@sgjane1

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

Top Mentioned in G3:
@fmfrancoise
@chidambara09
@eli_krumova
@salhaj
@kirkdborne
@jcampsays
@vcapethealth
@antech_diagnost
@vyom_srivastava

Top Mentioned in G4:
@kirkdborne
@fmfrancoise
@chidambara09
@eli_krumova
@salhaj
@vyom_srivastava
@sallyeaves
@jcampsays
@a

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@discovertech3
@morolswediu
@djangobot_
@hubofml
@coderretweet
@andrewmorrisuk
@100daysof2020

Top Tweeters in G1:
@chidambara09
@hubofml
@education_24x7
@greentechdon
@developerbot_v1
@brainroaring
@bot_flutter
@betamoroney
@evasmartai
@enilev

Top Tweeters in G2:
@xaelbot
@codedailybot
@discovertech3
@morolswediu
@djangobot_
@coderretweet
@andrewmorrisuk
@_funbot
@fluttbot
@bills_bot

Top Tweeters in G3:
@thecuriousluke
@junjudapi
@e_nterdiscipl
@kirkdborne
@marc_smith
@vcapethealth
@jcampsays
@nodexl
@reutsmichael1
@connectedaction

Top Tweeters in G4:
@100daysof2020
@godfrey_g_
@pythonexpertbot
@fmfrancoise
@datasciencebot_
@sallyeaves
@johngmcnutt
@how_sustainable
@boozallen
@rtwhatweretweet

Top Tweeters in G5:
@aa
@vya


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