#BufferChat, Twitter, 2/2/2022 9:51:35 PM, 271191


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#BufferChat_2022-02-02_09-52-01.xlsx
#BufferChat_2022-02-02_09-52-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 02, 2022
Short Description:
#BufferChat via NodeXL https://bit.ly/3GssvOV
@this0499154500
@raularovira
@nico_1199_
@buffer
@_zero_hour
@cailinhurley2
@cen_faith
@gosquad22
@melissa26246730
@topmostshop

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

Description:
Description
The graph represents a network of 35 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, 02 February 2022 at 17:52 UTC.

The requested start date was Wednesday, 02 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 116-day, 13-hour, 44-minute period from Saturday, 02 October 2021 at 06:16 UTC to Wednesday, 26 January 2022 at 20:00 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 : 36
Edges With Duplicates : 44
Total Edges : 80
Number of Edge Types : 5
Mentions : 45
Tweet : 22
Replies to : 5
Retweet : 4
MentionsInRetweet : 4
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.05
Reciprocated Edge Ratio : 0.0952380952380952
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 29
Maximum Edges in a Connected Component : 74
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.187135
Graph Density : 0.0352941176470588
Modularity : 0.361836
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 35 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, 02 February 2022 at 17:52 UTC.

The requested start date was Wednesday, 02 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 116-day, 13-hour, 44-minute period from Saturday, 02 October 2021 at 06:16 UTC to Wednesday, 26 January 2022 at 20:00 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:
[11] http://womenspowerbook.org/contents-present-civilization-mankind-christian-book-revolutions.htm#.UF9ON1K3wwI
[2] https://open.buffer.com/accessibility-quotes/?utm_content=buffer58756&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270691
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267958
[1] http://jermelshim.com
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270296
[1] https://buffer.com/resources/technical-tips-making-social-videos-bufferchat-recap/
[1] https://buffer.com/resources/state-stories-bufferchat-recap/
[1] https://buffer.com/resources/copywriting-bufferchat-recap/
[1] https://twitter.com/i/web/status/1465669443002978307

Top URLs in Tweet in G2:
[11] http://womenspowerbook.org/contents-present-civilization-mankind-christian-book-revolutions.htm#.UF9ON1K3wwI
[2] https://open.buffer.com/accessibility-quotes/?utm_content=buffer58756&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270691
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270296
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267958
[1] http://jermelshim.com
[1] https://buffer.com/resources/technical-tips-making-social-videos-bufferchat-recap/
[1] https://twitter.com/i/web/status/1465669443002978307
[1] https://buffer.com/resources/copywriting-bufferchat-recap/
[1] https://buffer.com/resources/state-stories-bufferchat-recap/

Top URLs in Tweet in G4:
[1] https://www.agorapulse.com/social-media-lab/podcast-twitter-chats
[1] https://twitter.com/i/web/status/1446611391679434753

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] bufferchat
[14] buffer
[14] west
[6] socialmedia
[6] marketing
[6] twitterchat
[6] brandchat
[4] sproutchat
[2] podcast
[2] twittersmarter



Top Hashtags in Tweet in G1:
[1] bufferchat
[1] buffercommunity

Top Hashtags in Tweet in G2:
[30] bufferchat
[14] buffer
[14] west
[3] socialmedia
[3] marketing
[3] twitterchat
[3] brandchat
[2] sproutchat
[1] books
[1] racism

Top Hashtags in Tweet in G3:
[3] socialmedia
[3] marketing
[3] twitterchat
[3] brandchat
[1] semrushchat
[1] bufferchat
[1] pinchat
[1] smchat
[1] adweekchat
[1] chatsnap

Top Hashtags in Tweet in G4:
[2] podcast
[2] twittersmarter
[1] contentwritingchat
[1] bufferchat
[1] sproutchat
[1] hootchat
[1] contentchat
[1] socialmedialab

Top Hashtags in Tweet in G5:
[2] bufferchat

Top Hashtags in Tweet in G6:
[1] bufferchat

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] #buffer,#bufferchat
[11] #bufferchat,book
[11] book,grasp
[11] grasp,150
[11] 150,subj
[11] subj,site
[11] site,modern
[11] modern,civilization
[11] civilization,lessening
[11] lessening,clash

Top Word Pairs in Tweet in G2:
[11] #buffer,#bufferchat
[11] #bufferchat,book
[11] book,grasp
[11] grasp,150
[11] 150,subj
[11] subj,site
[11] site,modern
[11] modern,civilization
[11] civilization,lessening
[11] lessening,clash

Top Word Pairs in Tweet in G3:
[3] twitter,chats
[3] chats,utiles
[3] utiles,marketing
[3] marketing,today's
[3] today's,#socialmedia
[3] #socialmedia,#marketing
[3] #marketing,#twitterchat
[3] #twitterchat,list
[3] list,wednesday
[3] wednesday,#brandchat

Top Word Pairs in Tweet in G4:
[2] great,podcast
[2] podcast,featuring
[2] featuring,madalynsklar
[2] madalynsklar,discussing
[2] discussing,value
[2] value,twitter
[2] twitter,chats
[2] chats,#podcast
[2] #podcast,#twittersmarter

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@buffer
@nico_1199_
@this0499154500
@nasim47224440
@pinthemix
@authormelshim
@basecamp
@asana
@trello
@joegill88

Top Mentioned in G1:
@basecamp
@asana
@trello
@paymo
@notionhq
@evernote
@googledrive
@googlecalendar
@zoom
@calendly

Top Mentioned in G2:
@buffer
@this0499154500
@nico_1199_
@nasim47224440
@pinthemix
@authormelshim
@cohoist
@joegill88
@cen_faith
@topmostshop

Top Mentioned in G3:
@nico_1199_

Top Mentioned in G4:
@madalynsklar
@agorapulse

Top Tweeters
Top Tweeters in Entire Graph:
@buffer
@slackhq
@madalynsklar
@gosquad22
@topmostshop
@agorapulse
@basecamp
@mike_gingerich
@cen_faith
@notionhq

Top Tweeters in G1:
@slackhq
@basecamp
@notionhq
@asana
@gitlab
@zoom
@googledrive
@trello
@raularovira
@evernote

Top Tweeters in G2:
@buffer
@topmostshop
@cen_faith
@pinthemix
@joegill88
@melissa26246730
@this0499154500
@authormelshim
@cohoist
@_zero_hour

Top Tweeters in G3:
@gosquad22
@jwallquist
@nico_1199_

Top Tweeters in G4:
@madalynsklar
@agorapulse
@mike_gingerich

Top Tweeters in G5:
@adrisheares
@nureenv

Top Tweeters in G6:
@blaq_primar


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