#dataSciBowl, Twitter, 1/19/2021 12:42:42 AM, 245938


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#dataSciBowl_2021-01-18_08-37-21.xlsx
#dataSciBowl_2021-01-18_08-37-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/2LNBlk2
@kirkdborne
@fmfrancoise
@sallyeaves
@salhaj
@how_sustainable
@chidambara09
@zaloni
@eli_krumova
@reutsmichael1
@datasciencebot_

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

Description:
Description
The graph represents a network of 103 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, 18 January 2021 at 16:37 UTC.

The requested start date was Monday, 18 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 72-day, 5-hour, 28-minute period from Monday, 02 November 2020 at 07:27 UTC to Wednesday, 13 January 2021 at 12:55 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 : 103
Unique Edges : 151
Edges With Duplicates : 1013
Total Edges : 1164
Number of Edge Types : 5
MentionsInRetweet : 642
Mentions : 366
Retweet : 145
Replies to : 5
Tweet : 6
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0652818991097923
Reciprocated Edge Ratio : 0.122562674094708
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 102
Maximum Edges in a Connected Component : 1164
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.394271
Graph Density : 0.0341709499333714
Modularity : 0.13591
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 103 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, 18 January 2021 at 16:37 UTC.

The requested start date was Monday, 18 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 72-day, 5-hour, 28-minute period from Monday, 02 November 2020 at 07:27 UTC to Wednesday, 13 January 2021 at 12:55 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
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244329
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244327
[7] https://dy.si/oeydWg
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[5] https://twitter.com/FmFrancoise/status/1320837252495429632
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244252
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253

Top URLs in Tweet in G1:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244329
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[5] https://twitter.com/FmFrancoise/status/1320837252495429632
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244252
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244327
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926

Top URLs in Tweet in G2:
[7] https://dy.si/oeydWg
[4] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459

Top URLs in Tweet in G3:
[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=239410
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253

Top URLs in Tweet in G4:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457
[1] https://data.zaloni.com/Nov-6-Issue.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926

Top URLs in Tweet in G5:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244327
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244329
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244252
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239410
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239407
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241579

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[152] datascibowl
[84] datascience
[84] ai
[77] innovation
[60] data4good
[46] bigdata
[40] iot
[30] sustainability
[21] machinelearning
[13] iotpl



Top Hashtags in Tweet in G1:
[85] datascibowl
[25] data4good
[24] ai
[23] datascience
[23] bigdata
[22] innovation
[19] iot
[17] sustainability
[7] iiot
[5] ml

Top Hashtags in Tweet in G2:
[36] datascience
[36] ai
[35] innovation
[11] iot
[10] datascibowl
[8] machinelearning
[8] bigdata
[8] opendata
[8] iotpl
[8] datascientists

Top Hashtags in Tweet in G3:
[11] datascibowl
[7] machinelearning
[5] data4good
[5] socialgood
[5] modzychat
[4] datascience
[3] ai
[3] bigdata
[2] innovation
[2] iot

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

Top Hashtags in Tweet in G5:
[26] datascibowl
[21] data4good
[15] datascience
[15] ai
[13] innovation
[11] bigdata
[8] iot
[7] sustainability
[4] machinelearning
[2] undataforum

Top Words
Top Words in Tweet in Entire Graph:
[166] kirkdborne
[152] #datascibowl
[146] fmfrancoise
[131] nodexl
[100] salhaj
[99] chidambara09
[84] #datascience
[84] #ai
[77] #innovation
[72] zaloni

Top Words in Tweet in G1:
[86] fmfrancoise
[85] #datascibowl
[76] nodexl
[74] kirkdborne
[57] chidambara09
[44] salhaj
[35] rubiscape
[35] cloudpreacher
[30] zaloni
[30] eli_krumova

Top Words in Tweet in G2:
[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 G3:
[13] sallyeaves
[12] fmfrancoise
[12] kirkdborne
[12] salhaj
[11] #datascibowl
[10] chidambara09
[9] zaloni
[9] nodexl
[8] reutsmichael1
[7] #machinelearning

Top Words in Tweet in G4:
[20] #datascibowl
[19] nodexl
[17] kirkdborne
[17] zaloni
[16] fmfrancoise
[15] salhaj
[14] chidambara09
[13] how_sustainable
[11] sallyeaves
[9] twitter

Top Words in Tweet in G5:
[30] kirkdborne
[30] fmfrancoise
[26] #datascibowl
[25] nodexl
[25] salhaj
[21] #data4good
[16] chidambara09
[15] #datascience
[15] #ai
[14] zaloni

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[93] #datascibowl,nodexl
[93] nodexl,kirkdborne
[75] #datascience,#ai
[50] fmfrancoise,zaloni
[46] kirkdborne,rubiscape
[45] power,#datascience
[45] #ai,inform
[45] inform,ignite
[45] ignite,social
[45] social,good

Top Word Pairs in Tweet in G1:
[61] #datascibowl,nodexl
[56] nodexl,kirkdborne
[35] kirkdborne,rubiscape
[24] rubiscape,cloudpreacher
[23] cloudpreacher,chidambara09
[23] chidambara09,fmfrancoise
[22] fmfrancoise,zaloni
[18] eli_krumova,#datascibowl
[17] #iot,#sustainability
[17] kirkdborne,sallyeaves

Top Word Pairs in Tweet in G2:
[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 G3:
[9] nodexl,kirkdborne
[7] #datascibowl,nodexl
[7] fmfrancoise,zaloni
[6] kirkdborne,sallyeaves
[6] sallyeaves,salhaj
[5] salhaj,fmfrancoise
[5] use,#machinelearning
[5] #machinelearning,#socialgood
[5] #socialgood,hope
[5] hope,see

Top Word Pairs in Tweet in G4:
[11] kirkdborne,sallyeaves
[11] sallyeaves,salhaj
[9] #datascibowl,twitter
[9] nodexl,graph
[9] graph,gallery
[9] gallery,collection
[9] collection,network
[9] network,graphs
[9] graphs,created
[8] #datascibowl,nodexl

Top Word Pairs in Tweet in G5:
[18] nodexl,kirkdborne
[15] #datascibowl,nodexl
[15] #datascience,#ai
[12] fmfrancoise,zaloni
[11] top,hashtags
[10] #data4good,nodexl
[8] kirkdborne,sallyeaves
[7] #ai,#innovation
[7] #iot,#sustainability
[7] sallyeaves,salhaj

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

Top Mentioned in G1:
@kirkdborne
@fmfrancoise
@chidambara09
@rubiscape
@cloudpreacher
@salhaj
@zaloni
@eli_krumova
@how_sustainable
@nodexl

Top Mentioned in G2:
@kirkdborne
@boozallen
@salhaj
@sallyeaves
@fmfrancoise
@zaloni
@chidambara09

Top Mentioned in G3:
@sallyeaves
@kirkdborne
@salhaj
@chidambara09
@fmfrancoise
@zaloni
@reutsmichael1
@how_sustainable
@kaggle
@trendsinai

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

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

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

Top Tweeters in G1:
@chidambara09
@ssxman2
@lkafle
@fmfrancoise
@botnowa
@iottogether
@iotinternet
@seetalabs
@albertoemachado
@laminahmed11

Top Tweeters in G2:
@sectest9
@itknowingness
@cybersecurityn8
@nancyrubin
@thecuriousluke
@dirac7
@gdprai
@kirkdborne
@the404code
@thomashilbig2

Top Tweeters in G3:
@hernangraffe
@elcavalos
@sallyeaves
@baski_la
@boozallen
@undesa
@biscorecard
@kaggle
@werobotics
@reutsmichael1

Top Tweeters in G4:
@cybersec_feeds
@codegnuts
@llnuxbot
@calcaware
@trendsinai
@30xcodes
@gautambashanta
@dieg0diego2
@pyscalellc
@gaiapluto

Top Tweeters in G5:
@bexxmodd
@dataaugmented
@salhaj
@datasciencebot_
@vivianfrancos
@sassoftware
@johngmcnutt
@johnmaynardcpa
@pumpthejuice
@poddersanjay

Top Tweeters in G6:
@ca


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