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#BufferChat_2020-02-12_20-31-51.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 14, 2020
Description:
Description
The graph represents a network of 65 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 Thursday, 13 February 2020 at 04:31 UTC.

The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 14-hour, 51-minute period from Monday, 02 December 2019 at 04:21 UTC to Tuesday, 11 February 2020 at 19:12 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 : 65
Unique Edges : 56
Edges With Duplicates : 143
Total Edges : 199
Number of Edge Types : 4
Mentions : 133
Tweet : 48
MentionsInRetweet : 14
Replies to : 4
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0172413793103448
Reciprocated Edge Ratio : 0.0338983050847458
Connected Components : 10
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 91
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.87048
Graph Density : 0.0141826923076923
Modularity : 0.259065
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 65 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 Thursday, 13 February 2020 at 04:31 UTC.

The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 14-hour, 51-minute period from Monday, 02 December 2019 at 04:21 UTC to Tuesday, 11 February 2020 at 19:12 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:
[45] http://sayyay.us/sayyaychats/!BufferChat
[45] with
[45] @Buffer
[45] http://womenspowerbook.org/contents-present-civilization-mankind-christian-book-revolutions.htm#.UF9ON1K3wwI
[1] https://www.dikayodata.com/blog/j6hv51eejz9lyjvtexchf8td9hswhx
[1] https://twitter.com/i/web/status/1214698276387246085
[1] https://www.agorapulse.com/social-media-lab/podcast-twitter-chats

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1214698276387246085
[1] https://www.agorapulse.com/social-media-lab/podcast-twitter-chats

Top URLs in Tweet in G4:
[45] http://sayyay.us/sayyaychats/!BufferChat
[45] with
[45] @Buffer

Top URLs in Tweet in G5:
[45] http://womenspowerbook.org/contents-present-civilization-mankind-christian-book-revolutions.htm#.UF9ON1K3wwI

Top URLs in Tweet in G7:
[1] https://www.dikayodata.com/blog/j6hv51eejz9lyjvtexchf8td9hswhx

Top Domains
Top Domains in Tweet in Entire Graph:
[45] sayyay.us
[45] womenspowerbook.org
[1] dikayodata.com
[1] twitter.com
[1] agorapulse.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] agorapulse.com

Top Domains in Tweet in G4:
[45] sayyay.us

Top Domains in Tweet in G5:
[45] womenspowerbook.org

Top Domains in Tweet in G7:
[1] dikayodata.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[104] bufferchat
[45] buffer
[45] west
[7] podcast
[7] twittersmarter
[6] contentwritingchat
[5] sundaythoughts
[5] sundayvibes
[5] horror
[5] fantasy



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

Top Hashtags in Tweet in G2:
[7] podcast
[7] twittersmarter
[6] contentwritingchat
[2] bufferchat
[1] sproutchat
[1] hootchat
[1] contentchat
[1] socialmedialab

Top Hashtags in Tweet in G3:
[5] sundaythoughts
[5] sundayvibes
[5] horror
[5] fantasy
[5] apocalypse
[5] sciencefiction
[5] bufferchat
[5] reading
[5] writers

Top Hashtags in Tweet in G4:
[46] bufferchat

Top Hashtags in Tweet in G5:
[47] bufferchat
[45] buffer
[45] west
[1] bufferpodcast

Top Hashtags in Tweet in G6:
[2] bufferchat

Top Hashtags in Tweet in G7:
[1] dataeveryone
[1] bufferchat

Top Words
Top Words in Tweet in Entire Graph:
[56] Words in Sentiment List#1: Positive
[53] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1766] Non-categorized Words
[1875] Total Words
[104] #bufferchat
[46] buffer
[46] between
[45] hours
[45] minutes

Top Words in Tweet in G2:
[7] great
[7] podcast
[7] featuring
[7] madalynsklar
[7] discussing
[7] value
[7] twitter
[7] chats
[7] #podcast
[7] #twittersmarter

Top Words in Tweet in G3:
[5] #sundaythoughts
[5] #sundayvibes
[5] #horror
[5] #fantasy
[5] #apocalypse
[5] #sciencefiction
[5] #bufferchat
[5] #reading
[5] #writers
[4] scottkimak

Top Words in Tweet in G4:
[46] #bufferchat
[46] buffer
[45] hours
[45] minutes
[45] seconds
[45] until
[45] gosayyay
[38] days
[30] 21
[15] 22

Top Words in Tweet in G5:
[47] #bufferchat
[45] #buffer
[45] book
[45] grasp
[45] 150
[45] subj
[45] site
[45] modern
[45] civilization
[45] lessening

Top Words in Tweet in G6:
[2] a5
[2] ht
[2] katiebroberts
[2] #bufferchat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] seconds,until
[45] until,#bufferchat
[45] #bufferchat,buffer
[45] buffer,gosayyay
[45] #buffer,#bufferchat
[45] #bufferchat,book
[45] book,grasp
[45] grasp,150
[45] 150,subj
[45] subj,site

Top Word Pairs in Tweet in G2:
[7] great,podcast
[7] podcast,featuring
[7] featuring,madalynsklar
[7] madalynsklar,discussing
[7] discussing,value
[7] value,twitter
[7] twitter,chats
[7] chats,#podcast
[7] #podcast,#twittersmarter
[6] #twittersmarter,#contentwritingchat

Top Word Pairs in Tweet in G3:
[5] #sundaythoughts,#sundayvibes
[5] #sundayvibes,#horror
[5] #horror,#fantasy
[5] #fantasy,#apocalypse
[5] #apocalypse,#sciencefiction
[5] #sciencefiction,#bufferchat
[5] #bufferchat,#reading
[5] #reading,#writers
[4] scottkimak,#sundaythoughts

Top Word Pairs in Tweet in G4:
[45] seconds,until
[45] until,#bufferchat
[45] #bufferchat,buffer
[45] buffer,gosayyay
[30] 21,hours
[25] days,21
[15] 22,hours
[13] days,22
[11] minutes,seconds
[5] hours,minutes

Top Word Pairs in Tweet in G5:
[45] #buffer,#bufferchat
[45] #bufferchat,book
[45] book,grasp
[45] grasp,150
[45] 150,subj
[45] subj,site
[45] site,modern
[45] modern,civilization
[45] civilization,lessening
[45] lessening,clash

Top Word Pairs in Tweet in G6:
[2] a5,ht
[2] ht,katiebroberts
[2] katiebroberts,#bufferchat

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@buffer
@gosayyay
@madalynsklar
@agorapulse
@scottkimak
@katiebroberts
@danielcohen82
@boosatech
@twigliot
@mattj_o

Top Mentioned in G1:
@boosatech
@twigliot
@mattj_o
@mrlexjay
@joshmccormack
@katyb_spencer
@tedbauer2003
@jimcanto
@biggreenpen
@jesserker

Top Mentioned in G2:
@madalynsklar
@agorapulse

Top Mentioned in G3:
@scottkimak

Top Mentioned in G4:
@buffer
@gosayyay

Top Mentioned in G6:
@katiebroberts
@danielcohen82

Top Tweeters
Top Tweeters in Entire Graph:
@masqcrew
@buffer
@marshacollier
@apachegirl29
@plainwildcatfan
@madalynsklar
@lttlewys
@biggreenpen
@mntstguy
@faithatheismnub

Top Tweeters in G1:
@marshacollier
@plainwildcatfan
@lttlewys
@biggreenpen
@jesserker
@thecomichunter
@marksalke
@tedbauer2003
@lizjostes
@joebugbuster

Top Tweeters in G2:
@madalynsklar
@ijonnim
@agorapulse
@carl_in_tweets
@tmtweetchat
@bhuyannobo

Top Tweeters in G3:
@masqcrew
@apachegirl29
@mntstguy
@jbotzenhart
@scottkimak

Top Tweeters in G4:
@buffer
@themissnicolina
@sayyaychats
@gosayyay

Top Tweeters in G5:
@faithatheismnub
@topmostshop
@camuel
@jamesmckellar

Top Tweeters in G6:
@danielcohen82
@katiebroberts

Top Tweeters in G7:
@dikayodata
@sarahlovesdata