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#dataSciBowl_2020-11-17_08-37-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 17, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3nyAYXQ
@kirkdborne
@rubiscape
@chidambara09
@cloudpreacher
@fmfrancoise
@zaloni
@salhaj
@how_sustainable
@reutsmichael1
@cdaitgt

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

Description:
Description
The graph represents a network of 185 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, 17 November 2020 at 16:37 UTC.

The requested start date was Monday, 16 November 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 71-day, 12-hour, 30-minute period from Tuesday, 01 September 2020 at 05:15 UTC to Wednesday, 11 November 2020 at 17:46 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 : 185
Unique Edges : 193
Edges With Duplicates : 1061
Total Edges : 1254
Number of Edge Types : 5
Retweet : 300
MentionsInRetweet : 738
Mentions : 206
Tweet : 7
Replies to : 3
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0563063063063063
Reciprocated Edge Ratio : 0.106609808102345
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 185
Maximum Edges in a Connected Component : 1254
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.382644
Graph Density : 0.0137779083431257
Modularity : 0.213018
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 185 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, 17 November 2020 at 16:37 UTC.

The requested start date was Monday, 16 November 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 71-day, 12-hour, 30-minute period from Tuesday, 01 September 2020 at 05:15 UTC to Wednesday, 11 November 2020 at 17:46 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:
[55] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[10] https://dy.si/oeydWg
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236165
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236292
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237813
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244

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

Top URLs in Tweet in G2:
[17] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236165
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236292
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237813
[1] https://dy.si/oeydWg

Top URLs in Tweet in G3:
[25] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236165
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236292
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237813
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237073

Top URLs in Tweet in G4:
[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=238926

Top URLs in Tweet in G5:
[1] https://data.zaloni.com/Nov-6-Issue.html

Top URLs in Tweet in G6:
[2] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[194] datascience
[194] ai
[183] innovation
[132] datascibowl
[81] iot
[69] sustainability
[45] bigdata
[37] data4good
[20] machinelearning
[16] iotpl



Top Hashtags in Tweet in G1:
[103] datascience
[103] ai
[100] innovation
[20] iot
[12] machinelearning
[12] bigdata
[12] opendata
[12] iotpl
[12] datascientists
[12] data4good

Top Hashtags in Tweet in G2:
[40] datascience
[40] ai
[39] innovation
[38] datascibowl
[18] iot
[17] sustainability
[2] machinelearning
[2] bigdata
[2] opendata
[2] iotpl

Top Hashtags in Tweet in G3:
[76] datascibowl
[44] datascience
[44] ai
[42] innovation
[40] iot
[39] sustainability
[25] bigdata
[13] data4good
[2] machinelearning
[2] nodexl

Top Hashtags in Tweet in G4:
[8] data4good
[5] datascience
[5] ai
[4] datascibowl
[3] bigdata
[3] undataforum
[3] data
[3] machinelearning
[2] innovation
[1] iot

Top Hashtags in Tweet in G5:
[1] zalonizine
[1] data4good
[1] datascience
[1] ai
[1] bigdata
[1] datascibowl

Top Hashtags in Tweet in G6:
[2] iot
[2] sustainability
[2] bigdata
[1] datascience
[1] ai
[1] machinelearning
[1] iiot
[1] iotpl
[1] datascientists
[1] data4good

Top Words
Top Words in Tweet in Entire Graph:
[267] kirkdborne
[194] #datascience
[194] #ai
[183] #innovation
[165] power
[165] inform
[165] ignite
[165] social
[165] good
[165] opportunities

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

Top Words in Tweet in G2:
[67] fmfrancoise
[61] kirkdborne
[55] rubiscape
[49] cloudpreacher
[40] #datascience
[40] #ai
[39] power
[39] inform
[39] ignite
[39] social

Top Words in Tweet in G3:
[99] kirkdborne
[87] fmfrancoise
[76] #datascibowl
[67] cloudpreacher
[62] nodexl
[61] chidambara09
[48] rubiscape
[44] #datascience
[44] #ai
[42] #innovation

Top Words in Tweet in G4:
[8] #data4good
[8] kirkdborne
[6] nodexl
[5] undesa
[5] salhaj
[5] correlaid
[5] biscorecard
[5] sallyeaves
[5] #datascience
[5] #ai

Top Words in Tweet in G5:
[5] protect
[5] personal
[5] sensitive
[5] information
[5] take
[5] converged
[5] approach
[5] analytics
[5] data
[5] sharing

Top Words in Tweet in G6:
[2] role
[2] #iot
[2] #sustainability
[2] addressing
[2] current
[2] environmental
[2] conditions
[2] #bigdata

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[185] #datascience,#ai
[165] power,#datascience
[165] #ai,inform
[165] inform,ignite
[165] ignite,social
[165] social,good
[165] good,opportunities
[165] opportunities,inspire
[165] inspire,drive
[165] drive,#innovation

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

Top Word Pairs in Tweet in G2:
[40] #datascience,#ai
[39] power,#datascience
[39] #ai,inform
[39] inform,ignite
[39] ignite,social
[39] social,good
[39] good,opportunities
[39] opportunities,inspire
[39] inspire,drive
[39] drive,#innovation

Top Word Pairs in Tweet in G3:
[47] #datascibowl,nodexl
[46] kirkdborne,rubiscape
[44] nodexl,kirkdborne
[37] #iot,#sustainability
[35] #datascience,#ai
[31] chidambara09,fmfrancoise
[30] fmfrancoise,#datascibowl
[29] rubiscape,chidambara09
[29] chidambara09,cloudpreacher
[25] role,#iot

Top Word Pairs in Tweet in G4:
[6] nodexl,kirkdborne
[5] #data4good,nodexl
[5] kirkdborne,undesa
[5] undesa,salhaj
[5] salhaj,correlaid
[5] correlaid,biscorecard
[5] biscorecard,sallyeaves
[5] #datascience,#ai
[3] sallyeaves,werobotics
[3] thomashilbig2,top

Top Word Pairs in Tweet in G5:
[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 Word Pairs in Tweet in G6:
[2] role,#iot
[2] #iot,#sustainability
[2] #sustainability,addressing
[2] addressing,current
[2] current,environmental
[2] environmental,conditions
[2] conditions,#bigdata

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

Top Replied-To in G3:
@fmfrancoise

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@cloudpreacher
@rubiscape
@chidambara09
@fmfrancoise
@botnowa
@ssxman2
@cdaitgt
@datasciencebot_

Top Mentioned in G1:
@kirkdborne
@boozallen
@rubiscape

Top Mentioned in G2:
@kirkdborne
@rubiscape
@cloudpreacher
@chidambara09
@fmfrancoise
@ssxman2
@botnowa

Top Mentioned in G3:
@kirkdborne
@cloudpreacher
@chidambara09
@fmfrancoise
@rubiscape
@botnowa
@ssxman2
@cdaitgt
@datasciencebot_
@how_sustainable

Top Mentioned in G4:
@kirkdborne
@undesa
@salhaj
@correlaid
@biscorecard
@sallyeaves
@werobotics
@ccmkazakhstan1
@thomashilbig2
@reutsmichael1

Top Mentioned in G5:
@zaloni

Top Mentioned in G6:
@kirkdborne
@cdaitgt
@praxics

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@itknowingness
@calcaware
@cybersecurityn8
@codegnuts
@andrewmorrisuk
@llnuxbot
@bot_innovation
@ssxman2

Top Tweeters in G1:
@itknowingness
@thecuriousluke
@greentechdon
@joseph_santoro
@corruptpunjab
@topcybernews
@athigah
@kirkdborne
@natashareid95
@sdg2030

Top Tweeters in G2:
@calcaware
@andrewmorrisuk
@bot_innovation
@ssxman2
@trippbraden
@dataaugmented
@machine_ml
@nvsdata
@manifattura40
@iot_technojeder

Top Tweeters in G3:
@sectest9
@chidambara09
@cybersecurityn8
@codegnuts
@llnuxbot
@gezgintrk
@techtrendingnow
@friday_js_bot
@fabriciosx
@fmfrancoise

Top Tweeters in G4:
@bexxmodd
@salhaj
@thomashilbig2
@trendsinai
@sallyeaves
@undesa
@biscorecard
@werobotics
@reutsmichael1
@ccmkazakhstan1

Top Tweeters in G5:
@gaiapluto
@dscfutabot
@frontierrtp
@zaloni
@amycking28

Top Tweeters in G6:
@sdgsbot
@praxics


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