#dataSciBowl, Twitter, 1/25/2021 4:52:23 PM, 246461


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#dataSciBowl_2021-01-25_08-37-21.xlsx
#dataSciBowl_2021-01-25_08-37-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3puwO4Z
@kirkdborne
@fmfrancoise
@chidambara09
@sallyeaves
@salhaj
@zaloni
@how_sustainable
@eli_krumova
@reutsmichael1
@datasciencebot_

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

Description:
Description
The graph represents a network of 106 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 January 2021 at 16:37 UTC.

The requested start date was Monday, 25 January 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 78-day, 22-hour, 31-minute period from Monday, 02 November 2020 at 07:27 UTC to Wednesday, 20 January 2021 at 05:58 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 : 106
Unique Edges : 158
Edges With Duplicates : 1134
Total Edges : 1292
Number of Edge Types : 5
Mentions : 402
MentionsInRetweet : 720
Retweet : 158
Replies to : 6
Tweet : 6
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0706214689265537
Reciprocated Edge Ratio : 0.131926121372032
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 105
Maximum Edges in a Connected Component : 1292
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.372789
Graph Density : 0.034052111410602
Modularity : 0.126317
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 106 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 January 2021 at 16:37 UTC.

The requested start date was Monday, 25 January 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 78-day, 22-hour, 31-minute period from Monday, 02 November 2020 at 07:27 UTC to Wednesday, 20 January 2021 at 05:58 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:
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245938
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244329
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244327
[7] https://dy.si/oeydWg
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244252
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[5] https://twitter.com/FmFrancoise/status/1320837252495429632

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

Top URLs in Tweet in G2:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245938
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244327
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244252
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244329
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239410
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241579

Top URLs in Tweet in G3:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244329
[5] https://twitter.com/FmFrancoise/status/1320837252495429632
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245938

Top URLs in Tweet in G4:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245938
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239410
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457
[1] 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=245938

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[169] datascibowl
[88] ai
[87] datascience
[80] innovation
[66] data4good
[50] bigdata
[44] iot
[30] sustainability
[21] machinelearning
[13] iotpl



Top Hashtags in Tweet in G1:
[36] datascience
[36] ai
[35] innovation
[11] iot
[8] machinelearning
[8] bigdata
[8] opendata
[8] iotpl
[8] datascientists
[8] data4good

Top Hashtags in Tweet in G2:
[66] datascibowl
[41] data4good
[29] datascience
[29] ai
[27] innovation
[25] bigdata
[19] iot
[15] sustainability
[6] machinelearning
[2] undataforum

Top Hashtags in Tweet in G3:
[66] datascibowl
[17] ai
[15] datascience
[14] innovation
[13] bigdata
[12] iot
[11] data4good
[9] sustainability
[8] iiot
[5] twitter

Top Hashtags in Tweet in G4:
[13] datascibowl
[7] machinelearning
[5] data4good
[5] socialgood
[5] modzychat
[4] datascience
[3] ai
[3] bigdata
[2] innovation
[2] iot

Top Hashtags in Tweet in G5:
[16] datascibowl
[3] datascience
[3] ai
[2] innovation
[1] zalonizine
[1] data4good
[1] bigdata

Top Words
Top Words in Tweet in Entire Graph:
[183] kirkdborne
[169] #datascibowl
[166] fmfrancoise
[149] nodexl
[124] salhaj
[108] chidambara09
[88] #ai
[87] #datascience
[83] sallyeaves
[80] #innovation

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

Top Words in Tweet in G2:
[66] #datascibowl
[62] fmfrancoise
[60] kirkdborne
[57] salhaj
[56] nodexl
[41] #data4good
[37] chidambara09
[30] sallyeaves
[29] #datascience
[29] #ai

Top Words in Tweet in G3:
[78] fmfrancoise
[68] kirkdborne
[67] nodexl
[66] #datascibowl
[51] chidambara09
[39] salhaj
[31] rubiscape
[31] cloudpreacher
[28] sallyeaves
[28] zaloni

Top Words in Tweet in G4:
[16] fmfrancoise
[16] salhaj
[16] sallyeaves
[15] kirkdborne
[13] #datascibowl
[12] chidambara09
[11] nodexl
[10] zaloni
[9] how_sustainable
[9] reutsmichael1

Top Words in Tweet in G5:
[16] #datascibowl
[15] nodexl
[13] how_sustainable
[12] salhaj
[12] zaloni
[10] fmfrancoise
[9] twitter
[9] 2020
[9] pm
[9] graph

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[107] #datascibowl,nodexl
[106] nodexl,kirkdborne
[78] #datascience,#ai
[55] sallyeaves,salhaj
[50] fmfrancoise,zaloni
[46] kirkdborne,rubiscape
[45] power,#datascience
[45] #ai,inform
[45] inform,ignite
[45] ignite,social

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

Top Word Pairs in Tweet in G2:
[41] nodexl,kirkdborne
[38] #datascibowl,nodexl
[27] #datascience,#ai
[25] top,hashtags
[19] sallyeaves,salhaj
[18] fmfrancoise,zaloni
[17] #data4good,nodexl
[17] #ai,#innovation
[15] kirkdborne,fmfrancoise
[15] fmfrancoise,sallyeaves

Top Word Pairs in Tweet in G3:
[56] #datascibowl,nodexl
[50] nodexl,kirkdborne
[31] kirkdborne,rubiscape
[22] fmfrancoise,zaloni
[21] rubiscape,cloudpreacher
[20] cloudpreacher,chidambara09
[20] chidambara09,fmfrancoise
[18] sallyeaves,salhaj
[17] fmfrancoise,#datascibowl
[17] kirkdborne,sallyeaves

Top Word Pairs in Tweet in G4:
[11] nodexl,kirkdborne
[9] #datascibowl,nodexl
[9] sallyeaves,salhaj
[7] fmfrancoise,zaloni
[7] kirkdborne,sallyeaves
[5] salhaj,fmfrancoise
[5] use,#machinelearning
[5] #machinelearning,#socialgood
[5] #socialgood,hope
[5] hope,see

Top Word Pairs in Tweet in G5:
[9] #datascibowl,twitter
[9] nodexl,graph
[9] graph,gallery
[9] gallery,collection
[9] collection,network
[9] network,graphs
[9] graphs,created
[9] sallyeaves,salhaj
[8] kirkdborne,sallyeaves
[7] how_sustainable,#datascibowl

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@fmfrancoise
@chidambara09
@salhaj
@sallyeaves
@zaloni
@how_sustainable
@eli_krumova
@rubiscape
@cloudpreacher

Top Mentioned in G1:
@kirkdborne
@boozallen

Top Mentioned in G2:
@kirkdborne
@fmfrancoise
@salhaj
@chidambara09
@sallyeaves
@how_sustainable
@zaloni
@reutsmichael1
@eli_krumova
@trendsinai

Top Mentioned in G3:
@kirkdborne
@fmfrancoise
@chidambara09
@rubiscape
@cloudpreacher
@salhaj
@sallyeaves
@zaloni
@nodexl
@eli_krumova

Top Mentioned in G4:
@sallyeaves
@kirkdborne
@salhaj
@fmfrancoise
@chidambara09
@zaloni
@how_sustainable
@reutsmichael1
@trendsinai
@kaggle

Top Mentioned in G5:
@how_sustainable
@zaloni
@fmfrancoise
@kirkdborne
@sallyeaves
@salhaj
@chidambara09
@reutsmichael1
@eli_krumova
@trendsinai

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@codegnuts
@itknowingness
@cybersecurityn8
@bexxmodd
@llnuxbot
@calcaware
@ssxman2

Top Tweeters in G1:
@sectest9
@itknowingness
@cybersecurityn8
@nancyrubin
@thecuriousluke
@dirac7
@gdprai
@kirkdborne
@the404code
@thomashilbig2

Top Tweeters in G2:
@bexxmodd
@dataaugmented
@fmfrancoise
@salhaj
@datasciencebot_
@botnowa
@vivianfrancos
@sassoftware
@albertoemachado
@johngmcnutt

Top Tweeters in G3:
@chidambara09
@ssxman2
@lkafle
@trendsinai
@iottogether
@iotinternet
@seetalabs
@laminahmed11
@eli_krumova
@sdgscolab

Top Tweeters in G4:
@cybersec_feeds
@hernangraffe
@elcavalos
@sallyeaves
@baski_la
@boozallen
@undesa
@biscorecard
@kaggle
@werobotics

Top Tweeters in G5:
@codegnuts
@llnuxbot
@calcaware
@30xcodes
@education_24x7
@gautambashanta
@dieg0diego2
@pyscalellc
@gaiapluto
@how_sustainable

Top Tweeters in G6:
@ca


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