#dataSciBowl, Twitter, 9/27/2021 6:06:53 PM, 263007


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#dataSciBowl_2021-09-27_10-42-29.xlsx
#dataSciBowl_2021-09-27_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 27, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/2XOoowa
@fmfrancoise
@chidambara09
@kirkdborne
@eli_krumova
@jcampsays
@salhaj
@vyom_srivastava
@developerbot_v1
@brainroaring
@a

Top hashtags:
#datascibowl
#bigdata
#ai
#datascience
#twitter
#socialmedia
#innovation

Description:
Description
The graph represents a network of 51 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, 27 September 2021 at 17:42 UTC.

The requested start date was Monday, 27 September 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, 4-hour, 40-minute period from Tuesday, 06 July 2021 at 16:33 UTC to Tuesday, 21 September 2021 at 21:14 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

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 : 51
Unique Edges : 159
Edges With Duplicates : 442
Total Edges : 601
Number of Edge Types : 5
Retweet : 59
MentionsInRetweet : 417
Mentions : 119
Tweet : 1
Replies to : 5
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.106870229007634
Reciprocated Edge Ratio : 0.193103448275862
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 49
Maximum Edges in a Connected Component : 601
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.852561
Graph Density : 0.113725490196078
Modularity : 0.133437
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 51 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, 27 September 2021 at 17:42 UTC.

The requested start date was Monday, 27 September 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, 4-hour, 40-minute period from Tuesday, 06 July 2021 at 16:33 UTC to Tuesday, 21 September 2021 at 21:14 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

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:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258375
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261927
[1] https://twitter.com/MarsPetcareUS/status/1435631240271568899
[1] https://medicalfuturist.com/the-future-of-radiology-and-ai/

Top URLs in Tweet in G1:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258375
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261927
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[1] https://twitter.com/MarsPetcareUS/status/1435631240271568899
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258375
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[1] https://medicalfuturist.com/the-future-of-radiology-and-ai/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258375

Top Domains
Top Domains in Tweet in Entire Graph:
[48] nodexlgraphgallery.org
[1] twitter.com
[1] medicalfuturist.com

Top Domains in Tweet in G1:
[28] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[9] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G3:
[8] nodexlgraphgallery.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] datascibowl
[13] bigdata
[9] ai
[7] datascience
[7] twitter
[7] socialmedia
[6] innovation
[5] machinelearning
[3] 100daysofcode
[3] iot



Top Hashtags in Tweet in G1:
[39] datascibowl
[11] bigdata
[7] twitter
[7] socialmedia
[6] ai
[5] machinelearning
[5] datascience
[4] innovation
[3] 100daysofcode
[2] python

Top Hashtags in Tweet in G2:
[10] datascibowl

Top Hashtags in Tweet in G3:
[10] datascibowl
[2] ai
[2] bigdata
[2] datascience
[2] innovation
[2] iot
[2] data4good

Top Hashtags in Tweet in G4:
[5] datascibowl
[2] deeplearning
[1] ai

Top Words
Top Words in Tweet in Entire Graph:
[103] salhaj
[78] fmfrancoise
[71] eli_krumova
[66] chidambara09
[66] vyom_srivastava
[64] #datascibowl
[61] kirkdborne
[58] nodexl
[22] jcampsays
[22] andrewmorrisuk

Top Words in Tweet in G1:
[55] salhaj
[40] fmfrancoise
[39] #datascibowl
[38] nodexl
[36] vyom_srivastava
[36] eli_krumova
[31] chidambara09
[29] kirkdborne
[11] veracitiz
[11] #bigdata

Top Words in Tweet in G2:
[33] salhaj
[24] fmfrancoise
[24] chidambara09
[24] eli_krumova
[23] kirkdborne
[22] vyom_srivastava
[17] jcampsays
[15] andrewmorrisuk
[15] xaelbot
[15] dr

Top Words in Tweet in G3:
[10] #datascibowl
[10] salhaj
[10] fmfrancoise
[8] nodexl
[8] chidambara09
[8] eli_krumova
[6] kirkdborne
[5] vyom_srivastava
[3] sallyeaves
[2] veracitiz

Top Words in Tweet in G4:
[5] #datascibowl
[5] salhaj
[4] fmfrancoise
[3] nodexl
[3] chidambara09
[3] vyom_srivastava
[3] eli_krumova
[3] kirkdborne
[2] fda
[2] approved

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] fmfrancoise,eli_krumova
[50] #datascibowl,nodexl
[34] salhaj,#datascibowl
[34] salhaj,kirkdborne
[30] chidambara09,salhaj
[24] eli_krumova,salhaj
[24] kirkdborne,fmfrancoise
[22] chidambara09,vyom_srivastava
[21] dr,salahideen
[19] nodexl,chidambara09

Top Word Pairs in Tweet in G1:
[30] #datascibowl,nodexl
[30] fmfrancoise,eli_krumova
[19] salhaj,#datascibowl
[14] eli_krumova,salhaj
[12] chidambara09,vyom_srivastava
[12] nodexl,vyom_srivastava
[12] vyom_srivastava,chidambara09
[12] chidambara09,salhaj
[12] eli_krumova,kirkdborne
[11] nodexl,chidambara09

Top Word Pairs in Tweet in G2:
[22] fmfrancoise,eli_krumova
[19] salhaj,kirkdborne
[17] chidambara09,salhaj
[15] kirkdborne,fmfrancoise
[15] eli_krumova,vyom_srivastava
[15] vyom_srivastava,jcampsays
[15] jcampsays,andrewmorrisuk
[15] andrewmorrisuk,xaelbot
[15] xaelbot,dr
[15] dr,salahideen

Top Word Pairs in Tweet in G3:
[8] #datascibowl,nodexl
[4] salhaj,#datascibowl
[4] fmfrancoise,eli_krumova
[3] chidambara09,vyom_srivastava
[3] eli_krumova,salhaj
[3] nodexl,kirkdborne
[3] kirkdborne,fmfrancoise
[3] fmfrancoise,chidambara09
[3] chidambara09,sallyeaves
[3] sallyeaves,eli_krumova

Top Word Pairs in Tweet in G4:
[3] #datascibowl,nodexl
[3] chidambara09,vyom_srivastava
[2] fda,approved
[2] approved,first
[2] first,cloud
[2] cloud,based
[2] based,#deeplearning
[2] #deeplearning,algorithm
[2] algorithm,cardiac
[2] cardiac,imaging

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@eli_krumova
@fmfrancoise
@chidambara09
@vyom_srivastava
@salhaj
@kirkdborne
@a
@jcampsays
@andrewmorrisuk
@xaelbot

Top Mentioned in G1:
@vyom_srivastava
@eli_krumova
@fmfrancoise
@salhaj
@chidambara09
@kirkdborne
@a
@veracitiz
@albertoemachado
@andrewmorrisuk

Top Mentioned in G2:
@salhaj
@fmfrancoise
@chidambara09
@eli_krumova
@kirkdborne
@vyom_srivastava
@jcampsays
@a
@andrewmorrisuk
@xaelbot

Top Mentioned in G3:
@chidambara09
@eli_krumova
@fmfrancoise
@salhaj
@kirkdborne
@vyom_srivastava
@sallyeaves
@veracitiz

Top Mentioned in G4:
@salhaj
@chidambara09
@vyom_srivastava
@fmfrancoise
@eli_krumova
@kirkdborne

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@ipythonistabot
@discovertech3
@morolswediu
@djangobot_
@andrewmorrisuk
@coderretweet
@godfrey_g_

Top Tweeters in G1:
@chidambara09
@ipythonistabot
@discovertech3
@djangobot_
@100daysof2020
@_funbot
@education_24x7
@pyscalellc
@salhaj
@manifattura40

Top Tweeters in G2:
@xaelbot
@codedailybot
@morolswediu
@andrewmorrisuk
@coderretweet
@fluttbot
@bills_bot
@developerbot_v1
@brainroaring
@bot_flutter

Top Tweeters in G3:
@godfrey_g_
@fmfrancoise
@datasciencebot_
@sallyeaves
@johngmcnutt
@how_sustainable
@boozallen
@rtwhatweretweet

Top Tweeters in G4:
@thecuriousluke
@pythonexpertbot
@kirkdborne
@godataanalytic

Top Tweeters in G5:
@aa
@ala


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