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#SMChat_2022-01-14_23-24-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2022
Short Description:
#SMChat via NodeXL https://bit.ly/3nvQu9k
@this0499154500
@creativesage
@trippbraden
@nico_1199_
@humanre41270855
@lightifyco1
@gosquad22
@_tonycapo
@dapilan
@lig

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

Description:
Description
The graph represents a network of 28 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, 15 January 2022 at 07:24 UTC.

The requested start date was Saturday, 15 January 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 103-day, 23-hour, 59-minute period from Friday, 01 October 2021 at 05:25 UTC to Thursday, 13 January 2022 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 : 28
Unique Edges : 41
Edges With Duplicates : 191
Total Edges : 232
Number of Edge Types : 4
Retweet : 24
MentionsInRetweet : 120
Tweet : 18
Mentions : 70
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.0684931506849315
Reciprocated Edge Ratio : 0.128205128205128
Connected Components : 3
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 24
Maximum Edges in a Connected Component : 228
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.784247
Graph Density : 0.103174603174603
Modularity : 0.13965
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 28 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, 15 January 2022 at 07:24 UTC.

The requested start date was Saturday, 15 January 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 103-day, 23-hour, 59-minute period from Friday, 01 October 2021 at 05:25 UTC to Thursday, 13 January 2022 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:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269682
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269305
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266733
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267030
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268550
[2] https://www.leoniconsultinggroup.com/blog/2021/12/02-emoji-dos-and-donts?utm_content=buffercc9a2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268094
[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=edc7b47f-ae33-4d79-ac10-c35f1e68acf3

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267030
[2] https://paper.li/CreativeSage/SMchat?pub_id=4169f217-44ed-46b1-83ce-52df39f923fa
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269305
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268550
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269682
[1] https://paper.li/CreativeSage/SMchat?pub_id=edc7b47f-ae33-4d79-ac10-c35f1e68acf3
[1] https://twitter.com/i/web/status/1464827592603803651
[1] https://paper.li/CreativeSage/SMchat?pub_id=3c872707-89f0-4930-a26d-1051a6982820
[1] https://twitter.com/i/web/status/1466277142946361347
[1] https://twitter.com/i/web/status/1445439844226764801

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269682
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267030
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266733
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269305
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268094
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268550

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266733
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269305
[1] https://paper.li/CreativeSage/SMchat?pub_id=b4a000d1-cdfd-4ab2-b874-5e393cf892db

Top URLs in Tweet in G4:
[2] https://www.leoniconsultinggroup.com/blog/2021/12/02-emoji-dos-and-donts?utm_content=buffercc9a2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[1] https://www.ebay.com/itm/324615992709?mkevt=1&mkcid=16&mkrid=711-127632-2357-0&media=TWITTER&sojTags=media%3Dmedia

Top Domains
Top Domains in Tweet in Entire Graph:
[28] paper.li
[26] nodexlgraphgallery.org
[22] twitter.com
[2] leoniconsultinggroup.com
[1] ebay.com

Top Domains in Tweet in G1:
[27] paper.li
[22] twitter.com
[11] nodexlgraphgallery.org

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

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

Top Domains in Tweet in G4:
[2] leoniconsultinggroup.com

Top Domains in Tweet in G5:
[1] ebay.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] smchat
[37] socialmedia
[34] sm
[11] hr
[10] worktrends
[9] marketing
[9] twitterchat
[9] brandchat
[5] semrushchat
[2] agencychat



Top Hashtags in Tweet in G1:
[44] smchat
[33] sm
[33] socialmedia
[11] hr
[10] worktrends
[6] marketing
[6] twitterchat
[6] brandchat
[4] semrushchat
[1] leadership

Top Hashtags in Tweet in G2:
[13] smchat
[3] socialmedia
[3] marketing
[3] twitterchat
[3] brandchat
[1] semrushchat
[1] bufferchat
[1] pinchat
[1] adweekchat
[1] chatsnap

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

Top Hashtags in Tweet in G4:
[2] smchat
[2] agencychat
[2] cmgr

Top Hashtags in Tweet in G5:
[1] pricereduced
[1] legendarysturgis
[1] smc
[1] sturgismotorclassic
[1] motorcycle
[1] biker
[1] smchat
[1] bikerrally
[1] bikerhat
[1] ebay

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] #smchat,#sm
[28] latest,creativesage
[28] creativesage,smchat
[28] smchat,daily
[28] daily,#smchat
[28] #sm,#socialmedia
[28] #socialmedia,thanks
[26] #smchat,nodexl
[23] trippbraden,nico_1199_
[21] creativesage,trippbraden

Top Word Pairs in Tweet in G1:
[28] #smchat,#sm
[27] latest,creativesage
[27] creativesage,smchat
[27] smchat,daily
[27] daily,#smchat
[27] #sm,#socialmedia
[27] #socialmedia,thanks
[11] #smchat,nodexl
[10] #hr,#worktrends
[9] trippbraden,nico_1199_

Top Word Pairs in Tweet in G2:
[12] this0499154500,#smchat
[12] #smchat,nodexl
[11] trippbraden,nico_1199_
[10] creativesage,trippbraden
[8] nodexl,this0499154500
[8] this0499154500,creativesage
[7] nico_1199_,humanre41270855
[7] humanre41270855,lig
[4] nodexl,creativesage
[3] twitter,chats

Top Word Pairs in Tweet in G3:
[3] this0499154500,#smchat
[3] #smchat,nodexl
[3] creativesage,trippbraden
[3] trippbraden,nico_1199_
[2] nodexl,creativesage
[2] nico_1199_,krcraft
[2] krcraft,metameerkat
[2] metameerkat,johncloonan

Top Word Pairs in Tweet in G4:
[2] take,advantage
[2] advantage,emojis
[2] emojis,time
[2] time,engagement
[2] engagement,#smchat
[2] #smchat,#agencychat
[2] #agencychat,#cmgr

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@creativesage
@nico_1199_
@trippbraden
@this0499154500
@humanre41270855
@lig
@lightifyco1
@krcraft
@innovate
@i

Top Mentioned in G1:
@creativesage
@trippbraden
@nico_1199_
@this0499154500
@humanre41270855
@innovate
@lightifyco1
@krcraft
@meghanmbiro
@gosquad22

Top Mentioned in G2:
@nico_1199_
@this0499154500
@creativesage
@trippbraden
@humanre41270855
@lig
@lightifyco1
@humanre
@krcraft
@metameerkat

Top Mentioned in G3:
@creativesage
@this0499154500
@trippbraden
@nico_1199_
@krcraft
@metameerkat
@johncloonan
@i
@humanre41270855
@lig

Top Mentioned in G4:
@elanaleoni

Top Mentioned in G5:
@ebay

Top Tweeters
Top Tweeters in Entire Graph:
@humanre41270855
@trippbraden
@meghanmbiro
@gosquad22
@lightifyco1
@digitalsista
@creativesage
@cacildanc
@kareanderson
@krcraft

Top Tweeters in G1:
@meghanmbiro
@creativesage
@cacildanc
@kareanderson
@alexschleber
@innovate
@this0499154500
@innova

Top Tweeters in G2:
@humanre41270855
@gosquad22
@_tonycapo
@lig
@dapilan
@jwallquist
@nico_1199_
@humanre

Top Tweeters in G3:
@trippbraden
@lightifyco1
@digitalsista
@krcraft
@johncloonan
@metameerkat
@me
@i

Top Tweeters in G4:
@thecommbot
@elanaleoni

Top Tweeters in G5:
@isobolo1
@ebay