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#BufferChat_2022-06-22_10-06-41.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 22, 2022
Short Description:
#BufferChat via NodeXL https://bit.ly/3tTf3jZ
@buffer
@stultzmatt
@thedarcypeters
@this0499154500
@parmly
@findtroy
@cohoist
@madalynsklar
@davegetssocial
@raularovira

Top hashtags:
#bufferchat
#buffer
#west
#twitterchat
#socialmedia
#marketing
#brandchat

Description:
Description
The graph represents a network of 43 Twitter users whose tweets in the requested range contained "#BufferChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 17:06 UTC.

The requested start date was Wednesday, 22 June 2022 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 110-day, 11-hour, 6-minute period from Wednesday, 02 March 2022 at 21:55 UTC to Tuesday, 21 June 2022 at 09:02 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 : 43
Unique Edges : 99
Edges With Duplicates : 46
Total Edges : 145
Number of Edge Types : 5
Tweet : 25
Retweet : 2
MentionsInRetweet : 2
Mentions : 111
Replies to : 5
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0194174757281553
Reciprocated Edge Ratio : 0.0380952380952381
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 38
Maximum Edges in a Connected Component : 119
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.063405
Graph Density : 0.0581395348837209
Modularity : 0.246457
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 43 Twitter users whose tweets in the requested range contained "#BufferChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 17:06 UTC.

The requested start date was Wednesday, 22 June 2022 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 110-day, 11-hour, 6-minute period from Wednesday, 02 March 2022 at 21:55 UTC to Tuesday, 21 June 2022 at 09:02 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 : #BufferChat
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:
[22] http://womenspowerbook.org/contents-present-civilization-mankind-christian-book-revolutions.htm#.UF9ON1K3wwI
[1] https://twitter.com/i/web/status/990625463772045314
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277482
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277041
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275170
[1] https://www.youtube.com/watch?v=HGMIBpi2Ce0&feature=youtu.be

[1] https://buffer.com/resources/design-tips-for-non-designers-a-bufferchat-recap/
[1] https://buffer.com/resources/building-social-media-scratch-bufferchat-recap/
[1] https://buffer.com/resources/social-media-analytics-a-bufferchat-recap/
[1] https://buffer.com/resources/successful-marketing-team-bufferchat-recap/

Top URLs in Tweet in G1:
[1] https://buffer.com/resources/design-tips-for-non-designers-a-bufferchat-recap/
[1] https://buffer.com/resources/successful-marketing-team-bufferchat-recap/
[1] https://buffer.com/resources/social-media-analytics-a-bufferchat-recap/
[1] https://buffer.com/resources/building-social-media-scratch-bufferchat-recap/

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277482
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275170
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277041
[1] https://www.youtube.com/watch?v=HGMIBpi2Ce0&feature=youtu.be


Top URLs in Tweet in G3:
[22] http://womenspowerbook.org/contents-present-civilization-mankind-christian-book-revolutions.htm#.UF9ON1K3wwI

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/990625463772045314

Top Domains
Top Domains in Tweet in Entire Graph:
[22] womenspowerbook.org
[4] buffer.com
[3] nodexlgraphgallery.org
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G1:
[4] buffer.com

Top Domains in Tweet in G2:
[3] nodexlgraphgallery.org
[1] youtube.com

Top Domains in Tweet in G3:
[22] womenspowerbook.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] bufferchat
[25] buffer
[25] west
[5] twitterchat
[3] socialmedia
[3] marketing
[3] brandchat
[2] contentchat
[2] semrushchat
[2] seotalk



Top Hashtags in Tweet in G1:
[8] bufferchat
[1] followfriday

Top Hashtags in Tweet in G2:
[8] bufferchat
[3] buffer
[3] west
[3] socialmedia
[3] marketing
[3] twitterchat
[3] brandchat
[1] followfriday

Top Hashtags in Tweet in G3:
[23] bufferchat
[22] buffer
[22] west
[1] pinchat
[1] smchat
[1] sproutchat
[1] worktrends
[1] chatsnap
[1] adweek
[1] insiderchat

Top Hashtags in Tweet in G4:
[2] twitterchat
[2] contentchat
[2] bufferchat
[2] semrushchat
[2] seotalk
[1] seochat

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] #buffer,#bufferchat
[22] #bufferchat,book
[22] book,grasp
[22] grasp,150
[22] 150,subj
[22] subj,site
[22] site,modern
[22] modern,civilization
[22] civilization,lessening
[22] lessening,clash

Top Word Pairs in Tweet in G1:
[5] week,#bufferchat
[3] mattwoodget,quotingbadly
[3] quotingbadly,dgonsocial
[3] dgonsocial,madalynsklar
[3] madalynsklar,georgesilverman
[3] georgesilverman,debcomanwriting
[3] debcomanwriting,shruti12d
[3] shruti12d,beridzeses
[3] beridzeses,mabinti6
[3] mabinti6,jurisabramenko

Top Word Pairs in Tweet in G2:
[3] #bufferchat,nodexl
[3] top,hashtags
[3] hashtags,#bufferchat
[3] #bufferchat,#buffer
[3] #buffer,#west
[3] #west,#socialmedia
[3] #socialmedia,#marketing
[3] #marketing,#twitterchat
[3] #twitterchat,#brandchat
[2] nodexl,stultzmatt

Top Word Pairs in Tweet in G3:
[22] #buffer,#bufferchat
[22] #bufferchat,book
[22] book,grasp
[22] grasp,150
[22] 150,subj
[22] subj,site
[22] site,modern
[22] modern,civilization
[22] civilization,lessening
[22] lessening,clash

Top Word Pairs in Tweet in G4:
[2] list,10
[2] 10,#twitterchat
[2] #twitterchat,digital
[2] digital,marketers
[2] marketers,#contentchat
[2] #contentchat,#bufferchat
[2] #bufferchat,#semrushchat
[2] #semrushchat,#seotalk

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@buffer
@findtroy
@matageli
@cohoist
@quotingbadly
@sarahgoodall
@madalynsklar
@georgesilverman
@marismith
@davegetssocial

Top Mentioned in G1:
@buffer
@quotingbadly
@dgonsocial
@madalynsklar
@georgesilverman
@debcomanwriting
@shruti12d
@beridzeses
@mabinti6
@jurisabramenko

Top Mentioned in G2:
@buffer
@stultzmatt
@thedarcypeters
@this0499154500
@findtroy
@cohoist
@parmly
@matageli
@quotingbadly
@sarahgoodall

Top Mentioned in G4:
@amithpanchal

Top Tweeters
Top Tweeters in Entire Graph:
@buffer
@madalynsklar
@topmostshop
@marismith
@amithpanchal
@juliabramble
@cen_faith
@mike_haracz
@mike_mcgrail
@zenyinger

Top Tweeters in G1:
@buffer
@marismith
@juliabramble
@mike_haracz
@mike_mcgrail
@zenyinger
@melcoach
@cjnlewis_
@mabinti6
@jenntsang

Top Tweeters in G2:
@madalynsklar
@matageli
@joelgascoigne
@findtroy
@georgesilverman
@raisedchange
@musolek
@this0499154500
@justingordon212
@raularovira

Top Tweeters in G3:
@topmostshop
@cen_faith
@lisaownet

Top Tweeters in G4:
@amithpanchal
@phuongnganng