#dataSciBowl, Twitter, 12/15/2020 6:34:32 PM, 243459


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#dataSciBowl_2020-12-15_08-37-21.xlsx
#dataSciBowl_2020-12-15_08-37-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3nnMvd4
@kirkdborne
@sallyeaves
@salhaj
@fmfrancoise
@zaloni
@chidambara09
@reutsmichael1
@how_sustainable
@eli_krumova
@trendsinai

Top hashtags:
#datascibowl
#datascience
#ai
#innovation
#data4good
#bigdata
#iot
#sustainability

Description:
Description
The graph represents a network of 87 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 Tuesday, 15 December 2020 at 16:37 UTC.

The requested start date was Monday, 14 December 2020 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, 19-hour, 57-minute period from Monday, 05 October 2020 at 18:42 UTC to Thursday, 10 December 2020 at 14:39 UTC.

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 : 87
Unique Edges : 97
Edges With Duplicates : 706
Total Edges : 803
Number of Edge Types : 5
Mentions : 248
MentionsInRetweet : 422
Retweet : 126
Tweet : 5
Replies to : 2
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0735930735930736
Reciprocated Edge Ratio : 0.137096774193548
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 87
Maximum Edges in a Connected Component : 803
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.42172
Graph Density : 0.03314621758888
Modularity : 0.188118
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 87 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 Tuesday, 15 December 2020 at 16:37 UTC.

The requested start date was Monday, 14 December 2020 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, 19-hour, 57-minute period from Monday, 05 October 2020 at 18:42 UTC to Thursday, 10 December 2020 at 14:39 UTC.

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:
[33] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[9] https://dy.si/oeydWg
[6] https://twitter.com/FmFrancoise/status/1320837252495429632
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237813
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[5] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239410

Top URLs in Tweet in G1:
[9] https://dy.si/oeydWg
[4] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions

Top URLs in Tweet in G2:
[33] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[6] https://twitter.com/FmFrancoise/status/1320837252495429632
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237813
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[1] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241579
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237073

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239410
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239407
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241579

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[1] https://data.zaloni.com/Nov-6-Issue.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241579

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[126] datascibowl
[85] datascience
[84] ai
[79] innovation
[38] data4good
[36] bigdata
[35] iot
[25] sustainability
[19] machinelearning
[15] iotpl



Top Hashtags in Tweet in G1:
[45] datascience
[45] ai
[44] innovation
[13] iot
[10] machinelearning
[10] bigdata
[10] opendata
[10] iotpl
[10] datascientists
[10] data4good

Top Hashtags in Tweet in G2:
[99] datascibowl
[28] ai
[28] datascience
[28] innovation
[19] bigdata
[18] iot
[18] sustainability
[16] data4good
[5] ml
[5] iiot

Top Hashtags in Tweet in G3:
[12] datascibowl
[11] data4good
[9] datascience
[9] machinelearning
[8] ai
[6] bigdata
[5] innovation
[5] socialgood
[5] modzychat
[4] iot

Top Hashtags in Tweet in G4:
[5] datascibowl
[3] datascience
[3] ai
[2] innovation
[1] zalonizine
[1] data4good
[1] bigdata

Top Words
Top Words in Tweet in Entire Graph:
[138] kirkdborne
[126] #datascibowl
[124] fmfrancoise
[95] nodexl
[85] #datascience
[84] #ai
[82] rubiscape
[82] cloudpreacher
[80] chidambara09
[79] #innovation

Top Words in Tweet in G1:
[45] #datascience
[45] #ai
[44] power
[44] inform
[44] ignite
[44] social
[44] good
[44] opportunities
[44] inspire
[44] drive

Top Words in Tweet in G2:
[110] fmfrancoise
[99] #datascibowl
[81] nodexl
[81] kirkdborne
[72] rubiscape
[72] cloudpreacher
[70] chidambara09
[28] #ai
[28] #datascience
[28] #innovation

Top Words in Tweet in G3:
[13] kirkdborne
[12] #datascibowl
[11] #data4good
[10] nodexl
[9] salhaj
[9] #datascience
[9] sallyeaves
[9] #machinelearning
[8] fmfrancoise
[8] #ai

Top Words in Tweet in G4:
[7] zaloni
[6] kirkdborne
[6] fmfrancoise
[5] protect
[5] personal
[5] sensitive
[5] information
[5] take
[5] converged
[5] approach

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] kirkdborne,rubiscape
[81] nodexl,kirkdborne
[77] #datascibowl,nodexl
[71] #datascience,#ai
[56] power,#datascience
[56] #ai,inform
[56] inform,ignite
[56] ignite,social
[56] social,good
[56] good,opportunities

Top Word Pairs in Tweet in G1:
[45] #datascience,#ai
[44] power,#datascience
[44] #ai,inform
[44] inform,ignite
[44] ignite,social
[44] social,good
[44] good,opportunities
[44] opportunities,inspire
[44] inspire,drive
[44] drive,#innovation

Top Word Pairs in Tweet in G2:
[72] kirkdborne,rubiscape
[68] #datascibowl,nodexl
[67] nodexl,kirkdborne
[53] rubiscape,cloudpreacher
[51] cloudpreacher,chidambara09
[51] chidambara09,fmfrancoise
[36] fmfrancoise,#datascibowl
[25] fmfrancoise,how_sust
[19] rubiscape,chidambara09
[19] chidambara09,cloudpreacher

Top Word Pairs in Tweet in G3:
[10] nodexl,kirkdborne
[8] #datascience,#ai
[6] kirkdborne,rubiscape
[6] top,hashtags
[5] #datascibowl,nodexl
[5] rubiscape,chidambara09
[5] chidambara09,cloudpreacher
[5] cloudpreacher,fmfrancoise
[5] fmfrancoise,zaloni
[5] #data4good,nodexl

Top Word Pairs in Tweet in G4:
[5] protect,personal
[5] personal,sensitive
[5] sensitive,information
[5] information,take
[5] take,converged
[5] converged,approach
[5] approach,analytics
[5] analytics,data
[5] data,sharing
[5] sharing,game

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

Top Replied-To in G2:
@fmfrancoise

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@rubiscape
@cloudpreacher
@chidambara09
@fmfrancoise
@how_sustainable
@cdaitgt
@nodexl
@zaloni

Top Mentioned in G1:
@kirkdborne
@boozallen

Top Mentioned in G2:
@kirkdborne
@rubiscape
@cloudpreacher
@chidambara09
@fmfrancoise
@how_sustainable
@nodexl
@cdaitgt
@eli_krumova

Top Mentioned in G3:
@kirkdborne
@salhaj
@sallyeaves
@rubiscape
@chidambara09
@cloudpreacher
@fmfrancoise
@zaloni
@reutsmichael1
@undesa

Top Mentioned in G4:
@zaloni
@kirkdborne
@fmfrancoise
@rubiscape
@cloudpreacher
@chidambara09
@salhaj
@salha

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@itknowingness
@cybersecurityn8
@calcaware
@bexxmodd
@ssxman2
@nancyrubin
@dataaugmented
@lkafle

Top Tweeters in G1:
@sectest9
@itknowingness
@cybersecurityn8
@nancyrubin
@thecuriousluke
@techtrendingnow
@fabriciosx
@greentechdon
@gdprai
@machine_ml

Top Tweeters in G2:
@chidambara09
@calcaware
@ssxman2
@dataaugmented
@lkafle
@fmfrancoise
@datasciencebot_
@nvsdata
@thomasclone_us
@manifattura40

Top Tweeters in G3:
@bexxmodd
@salhaj
@thomashilbig2
@elcavalos
@sallyeaves
@boozallen
@undesa
@biscorecard
@kaggle
@werobotics

Top Tweeters in G4:
@trendsinai
@seetalabs
@gaiapluto
@dscfutabot
@frontierrtp
@zaloni
@amycking28
@salha


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