#dataSciBowl, Twitter, 12/28/2020 11:18:56 PM, 244253


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#dataSciBowl_2020-12-28_08-37-21.xlsx
#dataSciBowl_2020-12-28_08-37-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 28, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/2WP5Qbt
@kirkdborne
@fmfrancoise
@sallyeaves
@how_sustainable
@chidambara09
@salhaj
@zaloni
@reutsmichael1
@eli_krumova
@trendsinai

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

Description:
Description
The graph represents a network of 104 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, 28 December 2020 at 16:37 UTC.

The requested start date was Monday, 28 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 75-day, 19-hour, 35-minute period from Monday, 05 October 2020 at 18:42 UTC to Sunday, 20 December 2020 at 14:17 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 : 104
Unique Edges : 126
Edges With Duplicates : 969
Total Edges : 1095
Number of Edge Types : 5
Retweet : 166
MentionsInRetweet : 586
Mentions : 331
Replies to : 5
Tweet : 7
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0721649484536082
Reciprocated Edge Ratio : 0.134615384615385
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 104
Maximum Edges in a Connected Component : 1095
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.430104
Graph Density : 0.029126213592233
Modularity : 0.160003
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 104 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, 28 December 2020 at 16:37 UTC.

The requested start date was Monday, 28 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 75-day, 19-hour, 35-minute period from Monday, 05 October 2020 at 18:42 UTC to Sunday, 20 December 2020 at 14:17 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
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[10] https://dy.si/oeydWg
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237813
[6] https://twitter.com/FmFrancoise/status/1320837252495429632
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244

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

Top URLs in Tweet in G2:
[30] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[6] https://twitter.com/FmFrancoise/status/1320837252495429632
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237813
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244
[4] 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=241579

Top URLs in Tweet in G3:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239410
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239407
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241579
[1] https://data.zaloni.com/Nov-6-Issue.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241689
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237813
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238926
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239413
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[169] datascibowl
[106] datascience
[106] ai
[100] innovation
[46] data4good
[45] bigdata
[42] iot
[30] sustainability
[20] machinelearning
[16] iotpl



Top Hashtags in Tweet in G1:
[55] datascience
[55] ai
[54] innovation
[14] iot
[11] machinelearning
[11] bigdata
[11] opendata
[11] iotpl
[11] datascientists
[11] data4good

Top Hashtags in Tweet in G2:
[105] datascibowl
[28] ai
[27] datascience
[27] innovation
[23] bigdata
[20] iot
[19] data4good
[19] sustainability
[6] iiot
[5] twitter

Top Hashtags in Tweet in G3:
[29] datascibowl
[17] datascience
[16] ai
[16] data4good
[12] innovation
[11] bigdata
[9] machinelearning
[8] iot
[7] sustainability
[5] socialgood

Top Hashtags in Tweet in G4:
[24] datascibowl
[7] datascience
[7] ai
[7] innovation

Top Words
Top Words in Tweet in Entire Graph:
[182] kirkdborne
[169] #datascibowl
[158] fmfrancoise
[133] nodexl
[107] chidambara09
[106] #datascience
[106] #ai
[100] #innovation
[82] rubiscape
[82] cloudpreacher

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

Top Words in Tweet in G2:
[119] fmfrancoise
[105] #datascibowl
[94] kirkdborne
[87] nodexl
[79] chidambara09
[68] rubiscape
[68] cloudpreacher
[28] #ai
[27] zaloni
[27] #datascience

Top Words in Tweet in G3:
[30] kirkdborne
[29] #datascibowl
[25] salhaj
[24] fmfrancoise
[23] zaloni
[22] sallyeaves
[22] nodexl
[20] chidambara09
[17] #datascience
[16] #ai

Top Words in Tweet in G4:
[24] #datascibowl
[24] nodexl
[15] fmfrancoise
[12] twitter
[12] 2020
[12] pm
[12] graph
[12] gallery
[12] collection
[12] network

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[106] nodexl,kirkdborne
[105] #datascibowl,nodexl
[91] #datascience,#ai
[82] kirkdborne,rubiscape
[70] power,#datascience
[70] #ai,inform
[70] inform,ignite
[70] ignite,social
[70] social,good
[70] good,opportunities

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

Top Word Pairs in Tweet in G2:
[80] #datascibowl,nodexl
[76] nodexl,kirkdborne
[68] kirkdborne,rubiscape
[50] rubiscape,cloudpreacher
[48] cloudpreacher,chidambara09
[48] chidambara09,fmfrancoise
[33] fmfrancoise,#datascibowl
[24] fmfrancoise,zaloni
[19] #iot,#sustainability
[19] fmfrancoise,how_sust

Top Word Pairs in Tweet in G3:
[22] nodexl,kirkdborne
[18] fmfrancoise,zaloni
[17] #datascibowl,nodexl
[16] #datascience,#ai
[13] kirkdborne,sallyeaves
[12] sallyeaves,salhaj
[12] salhaj,fmfrancoise
[11] zaloni,chidambara09
[10] top,hashtags
[7] kirkdborne,rubiscape

Top Word Pairs in Tweet in G4:
[12] #datascibowl,twitter
[12] nodexl,graph
[12] graph,gallery
[12] gallery,collection
[12] collection,network
[12] network,graphs
[12] graphs,created
[8] #datascibowl,nodexl
[8] nodexl,kirkdborne
[8] how_sustainable,#datascibowl

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

Top Mentioned in G1:
@kirkdborne
@boozallen

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

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

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

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
@dirac7
@techtrendingnow
@fabriciosx
@greentechdon
@gdprai

Top Tweeters in G2:
@chidambara09
@ssxman2
@dataaugmented
@lkafle
@fmfrancoise
@trendsinai
@nvsdata
@thomasclone_us
@manifattura40
@botnowa

Top Tweeters in G3:
@bexxmodd
@salhaj
@thomashilbig2
@hernangraffe
@elcavalos
@vivianfrancos
@education_24x7
@sallyeaves
@baski_la
@gaiapluto

Top Tweeters in G4:
@calcaware
@datasciencebot_
@gautambashanta
@dieg0diego2
@how_sustainable
@pyscalellc
@jassie_07
@breezwie


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