#SMChat, Twitter, 11/20/2021 7:27:30 AM, 266733


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#SMChat_2021-11-19_23-24-00.xlsx
#SMChat_2021-11-19_23-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2021
Short Description:
#SMChat via NodeXL https://bit.ly/3Fsx6ka
@creativesage
@trippbraden
@nico_1199_
@krcraft
@metameerkat
@johncloonan
@innovate
@meghanmbiro
@innova
@alexschleber

Top hashtags:
#socialmedia
#smchat
#sm
#hr
#worktrends
#marketing
#twitterchat
#brandchat
#semrushchat

Description:
Description
The graph represents a network of 18 Twitter users whose tweets in the requested range contained "#SMChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 20 November 2021 at 07:24 UTC.

The requested start date was Saturday, 20 November 2021 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 68-day, 11-hour, 58-minute period from Wednesday, 01 September 2021 at 17:25 UTC to Tuesday, 09 November 2021 at 05:24 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 : 18
Unique Edges : 8
Edges With Duplicates : 35
Total Edges : 43
Number of Edge Types : 4
Mentions : 16
Retweet : 4
MentionsInRetweet : 7
Tweet : 16
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 13
Maximum Edges in a Connected Component : 37
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.843575
Graph Density : 0.0490196078431373
Modularity : 0.261087
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 18 Twitter users whose tweets in the requested range contained "#SMChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 20 November 2021 at 07:24 UTC.

The requested start date was Saturday, 20 November 2021 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 68-day, 11-hour, 58-minute period from Wednesday, 01 September 2021 at 17:25 UTC to Tuesday, 09 November 2021 at 05:24 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 : #SMChat
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:
[2] https://paper.li/CreativeSage/SMchat?pub_id=b4a000d1-cdfd-4ab2-b874-5e393cf892db
[2] https://paper.li/CreativeSage/SMchat?pub_id=4169f217-44ed-46b1-83ce-52df39f923fa
[1] https://paper.li/CreativeSage/SMchat?pub_id=ed48ebfc-b3c1-4d0c-bc1f-8fa8843a87aa
[1] https://paper.li/CreativeSage/SMchat?pub_id=7a872180-0c99-4d26-94f6-454cd78b3e13
[1] https://paper.li/CreativeSage/SMchat?pub_id=965cfdf3-7a50-4c19-a590-37f02fec82e4
[1] https://paper.li/CreativeSage/SMchat?pub_id=75d77e6c-c39f-4fd3-b95b-28006dd8603e
[1] https://paper.li/CreativeSage/SMchat?pub_id=c17c22d8-db55-4e39-b5c2-d7dd86587406
[1] https://paper.li/CreativeSage/SMchat?pub_id=8314e3bb-24a5-4398-85b2-fa9577ea5930
[1] https://twitter.com/i/web/status/1452868790782414852
[1] https://paper.li/CreativeSage/SMchat?pub_id=f6e5cd13-ba89-4681-ba29-c37ff024498d

Top URLs in Tweet in G1:
[1] https://paper.li/CreativeSage/SMchat?pub_id=ed48ebfc-b3c1-4d0c-bc1f-8fa8843a87aa
[1] https://paper.li/CreativeSage/SMchat?pub_id=a7cd9c92-70dd-4cad-9ad5-b3dba655412b
[1] https://paper.li/CreativeSage/SMchat?pub_id=13622416-9567-4d6a-8389-5d64d85ddb73
[1] https://twitter.com/i/web/status/1443627910548574212
[1] https://paper.li/CreativeSage/SMchat?pub_id=4169f217-44ed-46b1-83ce-52df39f923fa
[1] https://twitter.com/i/web/status/1445439844226764801
[1] https://paper.li/CreativeSage/SMchat?pub_id=b4a000d1-cdfd-4ab2-b874-5e393cf892db
[1] https://twitter.com/i/web/status/1447070631116386306
[1] https://paper.li/CreativeSage/SMchat?pub_id=e50b5b25-8cea-4752-b3c4-cd32abc7974d
[1] https://twitter.com/i/web/status/1438373270852673537

Top URLs in Tweet in G3:
[1] https://paper.li/CreativeSage/SMchat?pub_id=b4a000d1-cdfd-4ab2-b874-5e393cf892db

Top URLs in Tweet in G4:
[1] https://paper.li/CreativeSage/SMchat?pub_id=4169f217-44ed-46b1-83ce-52df39f923fa

Top Domains
Top Domains in Tweet in Entire Graph:
[32] paper.li
[20] twitter.com

Top Domains in Tweet in G1:
[30] paper.li
[20] twitter.com

Top Domains in Tweet in G3:
[1] paper.li

Top Domains in Tweet in G4:
[1] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] socialmedia
[34] smchat
[32] sm
[10] hr
[10] worktrends
[3] marketing
[3] twitterchat
[3] brandchat
[1] semrushchat
[1] bufferchat



Top Hashtags in Tweet in G1:
[30] smchat
[30] sm
[30] socialmedia
[10] hr
[10] worktrends

Top Hashtags in Tweet in G2:
[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 G3:
[1] smchat
[1] sm
[1] socialmedia

Top Hashtags in Tweet in G4:
[1] smchat
[1] sm
[1] socialmedia

Top Hashtags in Tweet in G5:
[1] socialmedia
[1] smchat
[1] inboundmarketing

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] latest,creativesage
[32] creativesage,smchat
[32] smchat,daily
[32] daily,#smchat
[32] #smchat,#sm
[32] #sm,#socialmedia
[32] #socialmedia,thanks
[10] #hr,#worktrends
[4] thanks,innovate
[3] thanks,meghanmbiro

Top Word Pairs in Tweet in G1:
[30] latest,creativesage
[30] creativesage,smchat
[30] smchat,daily
[30] daily,#smchat
[30] #smchat,#sm
[30] #sm,#socialmedia
[30] #socialmedia,thanks
[10] #hr,#worktrends
[4] thanks,innovate
[3] thanks,meghanmbiro

Top Word Pairs in Tweet in G2:
[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 G5:
[2] social,media

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@creativesage
@innovate
@meghanmbiro
@cacildanc
@alexschleber
@krcraft
@nico_1199_
@metameerkat
@johncloonan
@phylliskhare

Top Mentioned in G1:
@creativesage
@innovate
@meghanmbiro
@cacildanc
@krcraft
@alexschleber
@phylliskhare
@johncloonan
@metameerkat

Top Mentioned in G2:
@nico_1199_

Top Mentioned in G3:
@creativesage
@digitalsista
@me

Top Mentioned in G4:
@creativesage
@cacildanc

Top Tweeters
Top Tweeters in Entire Graph:
@trippbraden
@meghanmbiro
@digitalsista
@creativesage
@gosquad22
@cacildanc
@krcraft
@kareanderson
@alexschleber
@innovate

Top Tweeters in G1:
@meghanmbiro
@creativesage
@krcraft
@alexschleber
@innovate
@phylliskhare
@johncloonan
@metameerkat

Top Tweeters in G2:
@gosquad22
@jwallquist
@nico_1199_

Top Tweeters in G3:
@trippbraden
@digitalsista
@me

Top Tweeters in G4:
@cacildanc
@kareanderson

Top Tweeters in G5:
@innova
@kanishdigital