#dataSciBowl, Twitter, 2/15/2021 6:22:28 PM, 248807


FAQ | Problem?

#dataSciBowl_2021-02-15_08-37-21.xlsx
#dataSciBowl_2021-02-15_08-37-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3u3Giqv
@kirkdborne
@fmfrancoise
@chidambara09
@sallyeaves
@eli_krumova
@how_sustainable
@salhaj
@datasciencebot_
@johngmcnutt
@iotinternet

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

Description:
Description
The graph represents a network of 82 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, 15 February 2021 at 16:37 UTC.

The requested start date was Monday, 15 February 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 52-day, 3-hour, 10-minute period from Friday, 04 December 2020 at 14:13 UTC to Monday, 25 January 2021 at 17:23 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 : 82
Unique Edges : 127
Edges With Duplicates : 912
Total Edges : 1039
Number of Edge Types : 5
Retweet : 116
MentionsInRetweet : 608
Mentions : 307
Replies to : 5
Tweet : 3
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0753424657534247
Reciprocated Edge Ratio : 0.140127388535032
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 81
Maximum Edges in a Connected Component : 1039
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.302088
Graph Density : 0.0472749171936164
Modularity : 0.123198
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 82 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, 15 February 2021 at 16:37 UTC.

The requested start date was Monday, 15 February 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 52-day, 3-hour, 10-minute period from Friday, 04 December 2020 at 14:13 UTC to Monday, 25 January 2021 at 17:23 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
[14] 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
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244252
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246461
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253
[5] https://twitter.com/FmFrancoise/status/1320837252495429632
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457

Top URLs in Tweet in G1:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[5] https://twitter.com/FmFrancoise/status/1320837252495429632
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244329
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246461
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245938
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244327
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244252
[2] https://twitter.com/FmFrancoise/status/1344005323909169152
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253

Top URLs in Tweet in G2:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245938
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244327
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244329
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238836
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244252
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246461

Top URLs in Tweet in G3:
[3] https://dy.si/oeydWg

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459

Top URLs in Tweet in G5:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245938
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244253
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243457

Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245938
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243459
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246461

Top Domains
Top Domains in Tweet in Entire Graph:
[102] nodexlgraphgallery.org
[8] twitter.com
[3] dy.si

Top Domains in Tweet in G1:
[38] nodexlgraphgallery.org
[8] twitter.com

Top Domains in Tweet in G2:
[46] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[3] dy.si

Top Domains in Tweet in G4:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[11] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[4] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[130] datascibowl
[57] ai
[56] datascience
[54] innovation
[47] data4good
[34] bigdata
[28] iot
[18] sustainability
[13] machinelearning
[8] iiot



Top Hashtags in Tweet in G1:
[54] datascibowl
[23] data4good
[18] datascience
[18] ai
[18] bigdata
[18] innovation
[15] iot
[12] sustainability
[5] ml
[5] iotpl

Top Hashtags in Tweet in G2:
[48] datascibowl
[20] data4good
[16] ai
[14] datascience
[13] innovation
[12] bigdata
[9] iot
[5] sustainability
[4] twitter
[3] iiot

Top Hashtags in Tweet in G3:
[20] datascience
[20] ai
[20] innovation
[3] machinelearning
[3] bigdata
[3] opendata
[3] iot
[3] iotpl
[3] datascientists
[3] data4good

Top Hashtags in Tweet in G4:
[6] machinelearning
[5] socialgood
[5] modzychat
[4] datascibowl
[1] datascience
[1] tweetchat
[1] sdgs
[1] artificialintelligence
[1] al
[1] coder

Top Hashtags in Tweet in G5:
[12] datascibowl
[2] datascience
[2] ai
[2] innovation
[1] data4good
[1] bigdata
[1] iot
[1] sustainability

Top Hashtags in Tweet in G6:
[9] datascibowl
[1] datascience
[1] ai
[1] innovation

Top Words
Top Words in Tweet in Entire Graph:
[139] kirkdborne
[135] fmfrancoise
[130] #datascibowl
[119] nodexl
[116] salhaj
[88] chidambara09
[84] sallyeaves
[60] how_sustainable
[58] zaloni
[57] #ai

Top Words in Tweet in G1:
[54] #datascibowl
[39] fmfrancoise
[39] nodexl
[38] kirkdborne
[32] chidambara09
[24] salhaj
[23] eli_krumova
[23] #data4good
[19] top
[18] how_sustainable

Top Words in Tweet in G2:
[66] fmfrancoise
[60] salhaj
[58] kirkdborne
[57] nodexl
[48] #datascibowl
[38] sallyeaves
[34] chidambara09
[24] how_sustainable
[23] zaloni
[20] #data4good

Top Words in Tweet in G3:
[20] power
[20] #datascience
[20] #ai
[20] inform
[20] ignite
[20] social
[20] good
[20] opportunities
[20] inspire
[20] drive

Top Words in Tweet in G4:
[7] sallyeaves
[6] #machinelearning
[6] salhaj
[5] use
[5] #socialgood
[5] hope
[5] see
[5] join
[5] #modzychat
[5] today

Top Words in Tweet in G5:
[23] salhaj
[21] fmfrancoise
[20] kirkdborne
[19] sallyeaves
[18] chidambara09
[16] zaloni
[13] reutsmichael1
[12] #datascibowl
[12] how_sustainable
[11] nodexl

Top Words in Tweet in G6:
[9] #datascibowl
[9] nodexl
[6] fmfrancoise
[6] how_sustainable
[5] twitter
[5] 12
[5] 15
[5] 2020
[5] 34
[5] 32

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[89] #datascibowl,nodexl
[83] nodexl,kirkdborne
[61] sallyeaves,salhaj
[47] #datascience,#ai
[44] kirkdborne,sallyeaves
[35] fmfrancoise,zaloni
[34] kirkdborne,fmfrancoise
[33] salhaj,fmfrancoise
[31] zaloni,chidambara09
[29] fmfrancoise,sallyeaves

Top Word Pairs in Tweet in G1:
[33] #datascibowl,nodexl
[31] nodexl,kirkdborne
[16] kirkdborne,rubiscape
[16] rubiscape,cloudpreacher
[16] cloudpreacher,chidambara09
[16] chidambara09,fmfrancoise
[12] sallyeaves,salhaj
[12] eli_krumova,#datascibowl
[12] #iot,#sustainability
[11] kirkdborne,fmfrancoise

Top Word Pairs in Tweet in G2:
[39] #datascibowl,nodexl
[35] nodexl,kirkdborne
[25] sallyeaves,salhaj
[19] kirkdborne,sallyeaves
[17] fmfrancoise,zaloni
[17] kirkdborne,fmfrancoise
[16] fmfrancoise,sallyeaves
[15] salhaj,fmfrancoise
[14] zaloni,chidambara09
[13] #datascience,#ai

Top Word Pairs in Tweet in G3:
[20] power,#datascience
[20] #datascience,#ai
[20] #ai,inform
[20] inform,ignite
[20] ignite,social
[20] social,good
[20] good,opportunities
[20] opportunities,inspire
[20] inspire,drive
[20] drive,#innovation

Top Word Pairs in Tweet in G4:
[5] use,#machinelearning
[5] #machinelearning,#socialgood
[5] #socialgood,hope
[5] hope,see
[5] see,join
[5] join,#modzychat
[5] #modzychat,today
[5] today,4pm
[5] 4pm,uk
[5] uk,kaggle

Top Word Pairs in Tweet in G5:
[18] sallyeaves,salhaj
[16] kirkdborne,sallyeaves
[11] #datascibowl,nodexl
[11] nodexl,kirkdborne
[9] salhaj,fmfrancoise
[9] fmfrancoise,zaloni
[9] how_sustainable,eli_krumova
[9] eli_krumova,trendsinai
[8] zaloni,chidambara09
[8] reutsmichael1,how_sustainable

Top Word Pairs in Tweet in G6:
[5] #datascibowl,twitter
[5] twitter,12
[5] 12,15
[5] 15,2020
[5] 2020,34
[5] 34,32
[5] 32,pm
[5] pm,243459
[5] 243459,nodexl
[5] nodexl,graph

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@fmfrancoise
@chidambara09
@salhaj
@sallyeaves
@how_sustainable
@zaloni
@eli_krumova
@reutsmichael1
@trendsinai

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

Top Mentioned in G2:
@kirkdborne
@fmfrancoise
@salhaj
@sallyeaves
@chidambara09
@how_sustainable
@zaloni
@eli_krumova
@johngmcnutt
@sassoftware

Top Mentioned in G3:
@kirkdborne
@boozallen

Top Mentioned in G4:
@sallyeaves
@kaggle
@bo
@salhaj
@kirkdborne
@fmfrancoise
@zaloni
@chidambara09
@boozallen

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

Top Mentioned in G6:
@how_sustainable
@fmfrancoise
@kirkdborne
@sallyeaves
@salhaj
@chidambara09
@zaloni
@how_su

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@codegnuts
@cybersecurityn8
@llnuxbot
@calcaware
@ssxman2
@dataaugmented
@nancyrubin

Top Tweeters in G1:
@ssxman2
@fmfrancoise
@korieunfpa
@botnowa
@iottogether
@iotinternet
@eli_krumova
@nodexl
@cloudpreacher
@pansares

Top Tweeters in G2:
@chidambara09
@dataaugmented
@salhaj
@datasciencebot_
@vivianfrancos
@sassoftware
@albertoemachado
@johngmcnutt
@johnmaynardcpa
@pumpthejuice

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@nancyrubin
@thecuriousluke
@dirac7
@the404code
@kirkdborne
@sdgsbot
@lapinamargarita
@bhilai

Top Tweeters in G4:
@calcaware
@education_24x7
@elcavalos
@sallyeaves
@boozallen
@kaggle
@techbytes15
@techradiottt
@bo
@aishreer

Top Tweeters in G5:
@cybersec_feeds
@codegnuts
@llnuxbot
@trendsinai
@30xcodes
@hernangraffe
@baski_la
@zaloni
@reutsmichael1
@reut

Top Tweeters in G6:
@pyscalellc
@gautambashanta
@godfrey_g_
@how_sustainable
@jassie_07
@influencerprom1
@breezwie

Top Tweeters in G7:
@ca


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.