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#BizHeroes_2020-11-27_22-26-24.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 28, 2020
Short Description:
#BizHeroes via NodeXL https://bit.ly/39mt9AN
@llake
@bizapalooza
@madalynsklar
@kdhungerford
@robandkennedy
@soulnesting
@jennykim
@jackieyuntweets
@fairtradecert
@melissaonline

Top hashtags:
#bizheroes
#twittersmarter
#chataboutbrand
#tacochat
#bizapaloozachat

Description:
Description
The graph represents a network of 40 Twitter users whose tweets in the requested range contained "#BizHeroes", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 28 November 2020 at 06:26 UTC.

The requested start date was Saturday, 28 November 2020 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 70-day, 5-hour, 47-minute period from Tuesday, 08 September 2020 at 09:11 UTC to Tuesday, 17 November 2020 at 14:58 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 : 40
Unique Edges : 53
Edges With Duplicates : 123
Total Edges : 176
Number of Edge Types : 5
Tweet : 6
Retweet : 18
MentionsInRetweet : 98
Replies to : 8
Mentions : 46
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0588235294117647
Reciprocated Edge Ratio : 0.111111111111111
Connected Components : 6
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 28
Maximum Edges in a Connected Component : 159
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.99271
Graph Density : 0.0576923076923077
Modularity : 0.292549
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 40 Twitter users whose tweets in the requested range contained "#BizHeroes", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 28 November 2020 at 06:26 UTC.

The requested start date was Saturday, 28 November 2020 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 70-day, 5-hour, 47-minute period from Tuesday, 08 September 2020 at 09:11 UTC to Tuesday, 17 November 2020 at 14:58 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 : #BizHeroes
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:
[3] https://madalynsklar.com/chatlist
[1] https://twitter.com/i/web/status/1318614577957998593
[1] https://twitter.com/i/web/status/1311782238296604678
[1] https://twitter.com/i/web/status/1311887126489894912
[1] https://twitter.com/i/web/status/1311885732018089985
[1] https://twitter.com/i/web/status/1311818703718277120
[1] https://twitter.com/i/web/status/1303259564687659008

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1311887126489894912
[1] https://twitter.com/i/web/status/1311885732018089985
[1] https://twitter.com/i/web/status/1311818703718277120

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1311782238296604678

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1303259564687659008

Top URLs in Tweet in G4:
[3] https://madalynsklar.com/chatlist

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1318614577957998593

Top Domains
Top Domains in Tweet in Entire Graph:
[6] twitter.com
[3] madalynsklar.com

Top Domains in Tweet in G1:
[3] twitter.com

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

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[3] madalynsklar.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] bizheroes
[8] twittersmarter
[5] chataboutbrand
[4] tacochat
[4] bizapaloozachat
[4] sproutchat
[3] contentwritingchat
[3] hootchat
[2] bufferchat
[2] agencychat



Top Hashtags in Tweet in G1:
[1] bizapaloozachat
[1] contentwritingchat
[1] bizheroes
[1] hootchat
[1] twittersmarter

Top Hashtags in Tweet in G2:
[1] bizheroes
[1] bizapaloozachat
[1] soulnestingchat

Top Hashtags in Tweet in G3:
[5] chataboutbrand
[5] bizheroes

Top Hashtags in Tweet in G4:
[6] bizheroes
[5] twittersmarter
[2] bizapaloozachat
[2] contentwritingchat
[2] hootchat
[2] bizgalz
[2] wetalkbiz
[2] adweekchat
[2] mediachat
[2] sproutchat

Top Hashtags in Tweet in G5:
[2] twittersmarter
[2] bufferchat
[2] sproutchat
[1] bizheroes
[1] cmworld
[1] uxchat
[1] viralchat
[1] contentchat
[1] africatweetchat

Top Hashtags in Tweet in G6:
[3] bizheroes
[1] personalbranding
[1] tacochat

Top Hashtags in Tweet in G7:
[1] twitterchat
[1] trlt
[1] bizheroes
[1] tacochat
[1] investigatechat
[1] greenwichhour
[1] worklifechat
[1] axschat
[1] raganchat
[1] coolerchat

Top Words
Top Words in Tweet in Entire Graph:
[18] #bizheroes
[14] 40cupsofcoffeee
[14] southbaysome
[14] melissaonline
[14] fairtradecert
[14] lorisica
[14] melcoach
[13] maikosakaibiz
[12] tweet
[12] llake

Top Words in Tweet in G1:
[9] llake
[9] 40cupsofcoffeee
[9] southbaysome
[9] melissaonline
[9] fairtradecert
[9] lorisica
[9] melcoach
[8] maikosakaibiz
[7] kdhungerford
[6] greenchileadict

Top Words in Tweet in G2:
[5] kdhungerford
[5] 40cupsofcoffeee
[5] southbaysome
[5] melissaonline
[5] fairtradecert
[5] lorisica
[5] melcoach
[5] maikosakaibiz
[3] greenchileadict
[3] llake

Top Words in Tweet in G3:
[10] uk
[5] give
[5] love
[5] tweet
[5] chat
[5] week
[5] tues
[5] midday
[5] 5pm
[5] #chataboutbrand

Top Words in Tweet in G4:
[6] fave
[6] tweet
[6] chats
[6] #bizheroes
[5] #twittersmarter
[5] yours
[3] madalynsklar
[2] #bizapaloozachat
[2] #contentwritingchat
[2] #hootchat

Top Words in Tweet in G5:
[5] marketing
[3] social
[3] online
[3] media
[2] africatweetchat
[2] a8
[2] #twittersmarter
[2] twitter
[2] trends
[2] #bufferchat

Top Words in Tweet in G6:
[4] missed
[3] #bizheroes
[2] well
[2] we've

Top Words in Tweet in G7:
[4] 3pm
[3] 2pm
[2] 4pm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14] 40cupsofcoffeee,southbaysome
[14] southbaysome,melissaonline
[14] fairtradecert,lorisica
[14] lorisica,melcoach
[13] melcoach,maikosakaibiz
[10] llake,40cupsofcoffeee
[9] maikosakaibiz,greenchileadict
[8] melissaonline,fairtradecert
[7] fave,tweet
[7] tweet,chats

Top Word Pairs in Tweet in G1:
[9] 40cupsofcoffeee,southbaysome
[9] southbaysome,melissaonline
[9] fairtradecert,lorisica
[9] lorisica,melcoach
[8] melcoach,maikosakaibiz
[7] llake,40cupsofcoffeee
[6] maikosakaibiz,greenchileadict
[5] melissaonline,fairtradecert
[4] melissaonline,kdhungerford
[4] kdhungerford,fairtradecert

Top Word Pairs in Tweet in G2:
[5] 40cupsofcoffeee,southbaysome
[5] southbaysome,melissaonline
[5] fairtradecert,lorisica
[5] lorisica,melcoach
[5] melcoach,maikosakaibiz
[3] melissaonline,fairtradecert
[3] maikosakaibiz,greenchileadict
[3] llake,40cupsofcoffeee
[2] melissaonline,kdhungerford
[2] kdhungerford,fairtradecert

Top Word Pairs in Tweet in G3:
[5] give,love
[5] love,tweet
[5] tweet,chat
[5] chat,week
[5] week,tues
[5] tues,midday
[5] midday,5pm
[5] 5pm,uk
[5] uk,#chataboutbrand
[5] #chataboutbrand,2pm

Top Word Pairs in Tweet in G4:
[6] fave,tweet
[6] tweet,chats
[5] #twittersmarter,yours
[3] madalynsklar,fave
[2] chats,#bizapaloozachat
[2] #bizapaloozachat,#contentwritingchat
[2] #contentwritingchat,#bizheroes
[2] #bizheroes,#hootchat
[2] #hootchat,#twittersmarter
[2] chats,#bizgalz

Top Word Pairs in Tweet in G5:
[3] social,online
[3] online,media
[2] africatweetchat,a8
[2] a8,#twittersmarter
[2] #twittersmarter,twitter
[2] twitter,marketing
[2] marketing,trends
[2] trends,#bufferchat
[2] #bufferchat,social
[2] media,#sproutchat

Top Word Pairs in Tweet in G6:
[2] we've,missed
[2] missed,#bizheroes

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@southbaysome
@melissaonline
@fairtradecert
@lorisica
@melcoach
@40cupsofcoffeee
@maikosakaibiz
@kdhungerford
@llake
@greenchileadict

Top Mentioned in G1:
@40cupsofcoffeee
@southbaysome
@melissaonline
@fairtradecert
@lorisica
@melcoach
@maikosakaibiz
@kdhungerford
@llake
@greenchileadict

Top Mentioned in G2:
@southbaysome
@melissaonline
@fairtradecert
@lorisica
@melcoach
@maikosakaibiz
@40cupsofcoffeee
@kdhungerford
@greenchileadict
@llake

Top Mentioned in G3:
@robandkennedy

Top Mentioned in G4:
@madalynsklar

Top Mentioned in G5:
@socialjignesh
@africatweetchat

Top Tweeters
Top Tweeters in Entire Graph:
@jennykim
@melissaonline
@madalynsklar
@greenchileadict
@diymarketers
@lorisica
@bizapalooza
@zalkab
@jackieyuntweets
@janettespeyer

Top Tweeters in G1:
@jennykim
@melissaonline
@greenchileadict
@lorisica
@bizapalooza
@jackieyuntweets
@ivaignjatovic
@kdhungerford
@melcoach
@southbaysome

Top Tweeters in G2:
@diymarketers
@paper_li
@llake
@virtuosoassist
@kimscaravelli
@yousofancy
@suzyhuber
@onesockonphotog
@gr
@photopad__

Top Tweeters in G3:
@albermoire
@robandkennedy
@kompassmedia
@furandfables
@linkedinlady_

Top Tweeters in G4:
@madalynsklar
@janettespeyer
@zenyinger
@theodorebigby

Top Tweeters in G5:
@africatweetchat
@socialjignesh
@alaa_marketing

Top Tweeters in G6:
@zalkab
@karchergroup

Top Tweeters in G7:
@pokeyluwho
@a


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