#dataSciBowl, Twitter, 9/13/2021 5:45:28 PM, 261927


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#dataSciBowl_2021-09-13_10-42-29.xlsx
#dataSciBowl_2021-09-13_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/2Xj6i5q
@chidambara09
@kirkdborne
@fmfrancoise
@eli_krumova
@salhaj
@vyom_srivastava
@a
@jcampsays
@andrewmorrisuk
@xaelbot

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

Description:
Description
The graph represents a network of 35 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, 13 September 2021 at 17:42 UTC.

The requested start date was Monday, 13 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 64-day, 0-hour, 18-minute period from Tuesday, 06 July 2021 at 16:33 UTC to Wednesday, 08 September 2021 at 16:52 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 : 35
Unique Edges : 102
Edges With Duplicates : 236
Total Edges : 338
Number of Edge Types : 5
Mentions : 83
MentionsInRetweet : 214
Retweet : 36
Tweet : 1
Replies to : 4
Self-Loops : 1
Reciprocated Vertex Pair Ratio : 0.154838709677419
Reciprocated Edge Ratio : 0.268156424581006
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 30
Maximum Edges in a Connected Component : 336
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.59956
Graph Density : 0.150420168067227
Modularity : 0.120503
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 35 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, 13 September 2021 at 17:42 UTC.

The requested start date was Monday, 13 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 64-day, 0-hour, 18-minute period from Tuesday, 06 July 2021 at 16:33 UTC to Wednesday, 08 September 2021 at 16:52 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
[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=261324
[3] 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
[1] https://medicalfuturist.com/the-future-of-radiology-and-ai/

Top URLs in Tweet in G2:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258375
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259429
[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

Top URLs in Tweet in G4:
[1] https://twitter.com/MarsPetcareUS/status/1435631240271568899

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

Top Domains in Tweet in G1:
[14] nodexlgraphgallery.org
[1] medicalfuturist.com

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

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

Top Domains in Tweet in G4:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] datascibowl
[9] bigdata
[6] ai
[4] datascience
[4] twitter
[4] socialmedia
[3] innovation
[3] machinelearning
[2] iot
[2] data4good



Top Hashtags in Tweet in G1:
[20] datascibowl
[4] bigdata
[4] twitter
[4] socialmedia
[2] deeplearning
[1] ai

Top Hashtags in Tweet in G2:
[22] datascibowl
[4] bigdata
[4] ai
[3] machinelearning
[3] datascience
[2] 100daysofcode
[2] python
[2] innovation
[1] iot
[1] data4good

Top Hashtags in Tweet in G3:
[8] datascibowl
[1] ai
[1] bigdata
[1] datascience
[1] innovation
[1] iot
[1] data4good

Top Hashtags in Tweet in G4:
[1] datascibowl

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] #datascibowl,nodexl
[37] fmfrancoise,eli_krumova
[30] salhaj,#datascibowl
[22] chidambara09,vyom_srivastava
[21] eli_krumova,salhaj
[19] vyom_srivastava,fmfrancoise
[17] nodexl,vyom_srivastava
[17] vyom_srivastava,chidambara09
[16] nodexl,chidambara09
[16] salhaj,kirkdborne

Top Word Pairs in Tweet in G1:
[15] #datascibowl,nodexl
[14] fmfrancoise,eli_krumova
[12] chidambara09,vyom_srivastava
[11] vyom_srivastava,fmfrancoise
[11] salhaj,#datascibowl
[10] eli_krumova,salhaj
[9] nodexl,chidambara09
[9] salhaj,kirkdborne
[9] kirkdborne,aâ
[4] salhaj,vyom_srivastava

Top Word Pairs in Tweet in G2:
[18] #datascibowl,nodexl
[17] fmfrancoise,eli_krumova
[13] salhaj,#datascibowl
[11] chidambara09,salhaj
[11] eli_krumova,kirkdborne
[11] nodexl,vyom_srivastava
[11] vyom_srivastava,chidambara09
[10] salhaj,fmfrancoise
[7] chidambara09,vyom_srivastava
[6] vyom_srivastava,fmfrancoise

Top Word Pairs in Tweet in G3:
[7] #datascibowl,nodexl
[6] salhaj,#datascibowl
[6] fmfrancoise,eli_krumova
[5] eli_krumova,salhaj
[4] nodexl,vyom_srivastava
[4] vyom_srivastava,chidambara09
[3] chidambara09,vyom_srivastava
[3] chidambara09,veracitiz
[3] veracitiz,fmfrancoise
[3] salhaj,alâ

Top Word Pairs in Tweet in G4:
[2] use,ai

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@vyom_srivastava
@eli_krumova
@fmfrancoise
@salhaj
@chidambara09
@kirkdborne
@a
@veracitiz
@albertoemachado

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

Top Mentioned in G2:
@chidambara09
@salhaj
@vyom_srivastava
@fmfrancoise
@eli_krumova
@kirkdborne
@a
@albertoemachado
@veracitiz

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

Top Mentioned in G4:
@vcapethealth
@antech_diagnost

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@discovertech3
@ipythonistabot
@morolswediu
@andrewmorrisuk
@djangobot_
@godfrey_g_
@100daysof2020
@thecuriousluke

Top Tweeters in G1:
@chidambara09
@discovertech3
@morolswediu
@djangobot_
@godfrey_g_
@thecuriousluke
@_funbot
@pythonexpertbot
@pyscalellc
@kirkdborne

Top Tweeters in G2:
@xaelbot
@ipythonistabot
@100daysof2020
@education_24x7
@salhaj
@bills_bot
@kakarbot
@techinjektion
@albertoemachado
@elizabot9

Top Tweeters in G3:
@andrewmorrisuk
@fmfrancoise
@manifattura40
@veracitiz

Top Tweeters in G4:
@vcapethealth
@jcampsays
@antech_diagnost

Top Tweeters in G5:
@aa
@ala


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