#dataSciBowl, Twitter, 6/21/2021 9:06:03 PM, 257407


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#dataSciBowl_2021-06-21_10-42-29.xlsx
#dataSciBowl_2021-06-21_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/2SPZSIM
@salhaj
@chidambara09
@eli_krumova
@vyom_srivastava
@veracitiz
@fmfrancoise
@morolswediu
@codedailybot
@aprogrammerbot
@coderretweet

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

Description:
Description
The graph represents a network of 95 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, 21 June 2021 at 17:42 UTC.

The requested start date was Monday, 21 June 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 67-day, 18-hour, 45-minute period from Monday, 05 April 2021 at 22:13 UTC to Saturday, 12 June 2021 at 16:59 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 : 95
Unique Edges : 295
Edges With Duplicates : 943
Total Edges : 1238
Number of Edge Types : 5
MentionsInRetweet : 855
Mentions : 249
Retweet : 125
Tweet : 2
Replies to : 7
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0952380952380952
Reciprocated Edge Ratio : 0.173913043478261
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 94
Maximum Edges in a Connected Component : 1238
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.274332
Graph Density : 0.0566629339305711
Modularity : 0.226692
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 95 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, 21 June 2021 at 17:42 UTC.

The requested start date was Monday, 21 June 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 67-day, 18-hour, 45-minute period from Monday, 05 April 2021 at 22:13 UTC to Saturday, 12 June 2021 at 16:59 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=255989
[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=256516

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=254684
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252792
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255989
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256516
[1] https://twitter.com/FmFrancoise/status/1403418134841905152

Top URLs in Tweet in G2:
[16] 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=256517
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252061
[1] https://twitter.com/salhaj/status/1379198746169372676

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[107] datascibowl
[28] ai
[26] bigdata
[25] datascience
[23] innovation
[21] iot
[18] data4good
[18] 100daysofcode
[18] machinelearning
[17] python



Top Hashtags in Tweet in G1:
[90] datascibowl
[23] ai
[22] bigdata
[19] datascience
[18] innovation
[17] iot
[14] data4good
[11] iiot
[9] influencers
[8] socialmedia

Top Hashtags in Tweet in G2:
[16] 100daysofcode
[16] python
[16] machinelearning
[1] datascience
[1] ai
[1] innovation
[1] day46
[1] datascibowl

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

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[86] #datascibowl,nodexl
[56] nodexl,salhaj
[51] chidambara09,eli_krumova
[50] salhaj,chidambara09
[49] chidambara09,salhaj
[44] veracitiz,fmfrancoise
[30] fmfrancoise,#datascibowl
[29] eli_krumova,boozallen
[29] salhaj,gp_pulipaka
[29] gp_pulipaka,pythonexpertbot

Top Word Pairs in Tweet in G1:
[74] #datascibowl,nodexl
[47] chidambara09,eli_krumova
[47] nodexl,salhaj
[45] salhaj,chidambara09
[40] veracitiz,fmfrancoise
[30] 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:
[12] #datascibowl,nodexl
[9] nodexl,salhaj
[6] salhaj,bagaluesunab
[6] bagaluesunab,kioninadine
[6] kioninadine,oapaynigeria
[6] oapaynigeria,kambojananya
[6] kambojananya,nilimajumder
[6] nilimajumder,sdg2030
[6] sdg2030,sdgoals
[5] salhaj,chidambara09

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@salhaj
@eli_krumova
@chidambara09
@fmfrancoise
@kirkdborne
@veracitiz
@boozallen
@pythonexpertbot
@albertoemachado
@analytics_699

Top Mentioned in G1:
@eli_krumova
@chidambara09
@salhaj
@fmfrancoise
@kirkdborne
@boozallen
@veracitiz
@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 Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@nilimajumder
@trendsinai
@friday_js_bot
@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
@discovertech3
@ipythonistabot
@djangobot_
@coderretweet
@aprogrammerbot

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

Top Tweeters in G4:
@albertoa


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