#dataSciBowl, Twitter, 7/6/2021 12:32:47 AM, 258375


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#dataSciBowl_2021-07-05_10-42-29.xlsx
#dataSciBowl_2021-07-05_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 06, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3AxxFaD
@salhaj
@chidambara09
@vyom_srivastava
@eli_krumova
@fmfrancoise
@veracitiz
@albertoemachado
@godfrey_g_
@education_24x7
@pythonexpertbot

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

Description:
Description
The graph represents a network of 97 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, 05 July 2021 at 17:42 UTC.

The requested start date was Monday, 05 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 77-day, 18-hour, 33-minute period from Monday, 05 April 2021 at 22:13 UTC to Tuesday, 22 June 2021 at 16:47 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 : 97
Unique Edges : 311
Edges With Duplicates : 969
Total Edges : 1280
Number of Edge Types : 5
MentionsInRetweet : 867
Mentions : 276
Retweet : 127
Tweet : 2
Replies to : 8
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.112765957446809
Reciprocated Edge Ratio : 0.202676864244742
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 96
Maximum Edges in a Connected Component : 1280
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.175564
Graph Density : 0.056164089347079
Modularity : 0.220311
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 97 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, 05 July 2021 at 17:42 UTC.

The requested start date was Monday, 05 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 77-day, 18-hour, 33-minute period from Monday, 05 April 2021 at 22:13 UTC to Tuesday, 22 June 2021 at 16:47 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:
[17] https://geekyhumans.com/convert-images-to-8-bit-images-using-python/
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256517
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253589
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254600
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252735
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257407
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252792
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255989
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254684

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256517
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254600
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253589
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252735
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252792
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254684
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257407
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255989
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256516

Top URLs in Tweet in G2:
[8] https://geekyhumans.com/convert-images-to-8-bit-images-using-python/

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253589
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255989
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256517
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257407
[1] https://twitter.com/salhaj/status/1379198746169372676

Top URLs in Tweet in G4:
[8] https://geekyhumans.com/convert-images-to-8-bit-images-using-python/

Top Domains
Top Domains in Tweet in Entire Graph:
[67] nodexlgraphgallery.org
[17] geekyhumans.com
[5] twitter.com
[1] dy.si

Top Domains in Tweet in G1:
[62] nodexlgraphgallery.org
[4] twitter.com
[1] geekyhumans.com
[1] dy.si

Top Domains in Tweet in G2:
[8] geekyhumans.com

Top Domains in Tweet in G3:
[5] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G4:
[8] geekyhumans.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[114] datascibowl
[30] ai
[28] bigdata
[27] datascience
[25] innovation
[23] iot
[20] data4good
[18] 100daysofcode
[18] machinelearning
[17] python



Top Hashtags in Tweet in G1:
[95] datascibowl
[24] ai
[23] bigdata
[20] datascience
[19] innovation
[18] iot
[15] data4good
[11] iiot
[9] influencers
[8] socialmedia

Top Hashtags in Tweet in G2:
[8] 100daysofcode
[8] python
[8] machinelearning
[1] datascience
[1] ai
[1] innovation

Top Hashtags in Tweet in G3:
[18] datascibowl
[6] datascience
[5] ai
[5] innovation
[5] bigdata
[5] iot
[5] data4good
[2] influencers
[1] datascientist
[1] datos

Top Hashtags in Tweet in G4:
[8] 100daysofcode
[8] python
[8] machinelearning
[1] day46
[1] datascibowl

Top Words
Top Words in Tweet in Entire Graph:
[147] salhaj
[136] eli_krumova
[126] fmfrancoise
[120] chidambara09
[114] #datascibowl
[109] nodexl
[74] kirkdborne
[56] veracitiz
[50] boozallen
[45] pythonexpertbot

Top Words in Tweet in G1:
[119] fmfrancoise
[106] salhaj
[104] eli_krumova
[95] #datascibowl
[95] nodexl
[90] chidambara09
[69] kirkdborne
[50] veracitiz
[48] boozallen
[31] albertoemachado

Top Words in Tweet in G2:
[23] chidambara09
[23] salhaj
[23] gp_pulipaka
[23] pythonexpertbot
[23] globaliqx
[23] cybersec_feeds
[23] ingliguori
[23] eli_krumova
[23] analytics_699
[23] andi_staub

Top Words in Tweet in G3:
[18] #datascibowl
[18] salhaj
[14] nodexl
[9] eli_krumova
[7] chidambara09
[7] fmfrancoise
[6] #datascience
[6] bagaluesunab
[6] kioninadine
[6] oapaynigeria

Top Words in Tweet in G4:
[16] images
[8] convert
[8] bit
[8] using
[8] python
[8] day44
[8] #100daysofcode
[8] #python
[8] #machinelearning
[7] vyom_srivastava

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[91] #datascibowl,nodexl
[60] nodexl,salhaj
[55] chidambara09,eli_krumova
[54] salhaj,chidambara09
[49] chidambara09,salhaj
[48] veracitiz,fmfrancoise
[31] fmfrancoise,#datascibowl
[29] eli_krumova,boozallen
[29] salhaj,gp_pulipaka
[29] gp_pulipaka,pythonexpertbot

Top Word Pairs in Tweet in G1:
[78] #datascibowl,nodexl
[50] nodexl,salhaj
[50] chidambara09,eli_krumova
[48] salhaj,chidambara09
[43] veracitiz,fmfrancoise
[31] fmfrancoise,#datascibowl
[28] eli_krumova,boozallen
[25] chidambara09,salhaj
[23] boozallen,fmfrancoise
[23] eli_krumova,veracitiz

Top Word Pairs in Tweet in G2:
[23] chidambara09,salhaj
[23] salhaj,gp_pulipaka
[23] gp_pulipaka,pythonexpertbot
[23] pythonexpertbot,globaliqx
[23] globaliqx,cybersec_feeds
[23] cybersec_feeds,ingliguori
[23] ingliguori,eli_krumova
[23] eli_krumova,analytics_699
[23] analytics_699,andi_staub
[23] andi_staub,lan

Top Word Pairs in Tweet in G3:
[13] #datascibowl,nodexl
[10] nodexl,salhaj
[6] salhaj,chidambara09
[6] salhaj,bagaluesunab
[6] bagaluesunab,kioninadine
[6] kioninadine,oapaynigeria
[6] oapaynigeria,kambojananya
[6] kambojananya,nilimajumder
[6] nilimajumder,sdg2030
[6] sdg2030,sdgoals

Top Word Pairs in Tweet in G4:
[8] convert,images
[8] images,bit
[8] bit,images
[8] images,using
[8] using,python
[8] python,day44
[8] day44,#100daysofcode
[8] #100daysofcode,#python
[8] #python,#machinelearning
[7] vyom_srivastava,convert

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@salhaj
@eli_krumova
@chidambara09
@fmfrancoise
@kirkdborne
@veracitiz
@boozallen
@pythonexpertbot
@albertoemachado
@education_24x7

Top Mentioned in G1:
@eli_krumova
@chidambara09
@salhaj
@fmfrancoise
@kirkdborne
@veracitiz
@boozallen
@albertoemachado
@education_24x7
@godfrey_g_

Top Mentioned in G2:
@chidambara09
@salhaj
@gp_pulipaka
@pythonexpertbot
@globaliqx
@cybersec_feeds
@ingliguori
@eli_krumova
@analytics_699
@andi_staub

Top Mentioned in G3:
@salhaj
@eli_krumova
@chidambara09
@fmfrancoise
@bagaluesunab
@kioninadine
@oapaynigeria
@kambojananya
@nilimajumder
@sdg2030

Top Mentioned in G4:
@vyom_srivastava

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@nilimajumder
@friday_js_bot
@trendsinai
@calcaware
@discovertech3
@coder_487

Top Tweeters in G1:
@chidambara09
@trendsinai
@coder_487
@morolswediu
@fabriciosx
@devvibesbot
@godfrey_g_
@thecuriousluke
@education_24x7
@greentechdon

Top Tweeters in G2:
@cybersec_feeds
@xaelbot
@codedailybot
@friday_js_bot
@calcaware
@djangobot_
@coderretweet
@aprogrammerbot
@_codenewbiebot
@linuxdreams

Top Tweeters in G3:
@nilimajumder
@windows
@bagaluesunab
@oapaynigeria
@salhaj
@google
@sdg2030
@yahoo
@youtube
@kambojananya

Top Tweeters in G4:
@discovertech3
@ipythonistabot
@100daysof2020
@_funbot
@cameliaclement
@shaytweeter
@vyom_srivastava

Top Tweeters in G5:
@albertoa


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