#BizHeroes, Twitter, 1/23/2021 6:51:31 AM, 246288


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#BizHeroes_2021-01-22_22-26-24.xlsx
#BizHeroes_2021-01-22_22-26-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2021
Short Description:
#BizHeroes via NodeXL https://bit.ly/363uwli
@llake
@vivianfrancos
@madalynsklar
@jennykim
@zalkab
@pokeyluwho
@kdhungerford
@b2the7
@southbaysome
@40cupsofcoffeee

Top hashtags:
#bizheroes
#twittersmarter
#twitterchat
#trlt
#tacochat
#investigatechat
#greenwichhour

Description:
Description
The graph represents a network of 32 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, 23 January 2021 at 06:26 UTC.

The requested start date was Saturday, 23 January 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 67-day, 23-hour, 37-minute period from Thursday, 12 November 2020 at 18:03 UTC to Tuesday, 19 January 2021 at 17:40 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 : 32
Unique Edges : 43
Edges With Duplicates : 15
Total Edges : 58
Number of Edge Types : 5
Tweet : 8
Mentions : 27
MentionsInRetweet : 15
Replies to : 3
Retweet : 5
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0227272727272727
Reciprocated Edge Ratio : 0.0444444444444444
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 25
Maximum Edges in a Connected Component : 45
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.15
Graph Density : 0.0453629032258065
Modularity : 0.351367
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 32 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, 23 January 2021 at 06:26 UTC.

The requested start date was Saturday, 23 January 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 67-day, 23-hour, 37-minute period from Thursday, 12 November 2020 at 18:03 UTC to Tuesday, 19 January 2021 at 17:40 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 Domains
Top Domains in Tweet in Entire Graph:
[3] twitter.com
[1] nodexlgraphgallery.org
[1] madalynsklar.com

Top Domains in Tweet in G1:
[1] nodexlgraphgallery.org

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

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

Top Domains in Tweet in G7:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] bizheroes
[8] twittersmarter
[6] twitterchat
[6] trlt
[6] tacochat
[6] investigatechat
[5] greenwichhour
[4] worklifechat
[4] axschat
[4] raganchat



Top Hashtags in Tweet in G1:
[2] bizheroes
[1] twittersmarter
[1] twitterchat
[1] trlt
[1] tacochat
[1] investigatechat
[1] greenwichhour

Top Hashtags in Tweet in G2:
[1] soulnestingchat
[1] spiritchat
[1] bizapaloozachat
[1] engagors
[1] bizheroes
[1] myhealthchat
[1] patientchat
[1] goalschat
[1] nostalgiachat
[1] foodtravelchat

Top Hashtags in Tweet in G3:
[3] bizapaloozachat
[3] contentwritingchat
[3] bizheroes
[3] hootchat
[3] twittersmarter

Top Hashtags in Tweet in G4:
[2] twittersmarter
[2] bufferchat
[2] sproutchat
[1] bizheroes
[1] cmworld
[1] uxchat
[1] viralchat
[1] contentchat
[1] africatweetchat

Top Hashtags in Tweet in G5:
[1] bizheroes

Top Hashtags in Tweet in G6:
[2] twittersmarter
[1] bufferchat
[1] bizheroes
[1] cmworld
[1] viralchat
[1] contentchat

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

Top Words
Top Words in Tweet in Entire Graph:
[16] 3pm
[15] 2pm
[14] #bizheroes
[11] ðÿœÿ
[9] marketing
[8] 4pm
[8] #twittersmarter
[6] #twitterchat
[6] #trlt
[6] #tacochat

Top Words in Tweet in G1:
[2] #bizheroes
[2] llake
[2] fairtradecert
[2] lorisica
[2] melcoach
[2] greenchileadict
[2] maikosakaibiz
[2] kdhungerford

Top Words in Tweet in G2:
[3] follow

Top Words in Tweet in G3:
[3] fave
[3] tweet
[3] chats
[3] #bizapaloozachat
[3] #contentwritingchat
[3] #bizheroes
[3] #hootchat
[3] #twittersmarter
[3] yours
[2] madalynsklar

Top Words in Tweet in G4:
[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] marketing
[2] tweet
[2] chats
[2] great
[2] small
[2] businesses
[2] resource
[2] gain
[2] expert
[2] advice

Top Words in Tweet in G7:
[16] 3pm
[15] 2pm
[11] ðÿœÿ
[8] 4pm
[5] tuesday
[5] #twitterchat
[5] list
[5] #2
[5] #trlt
[5] 1pm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5] tuesday,#twitterchat
[5] #twitterchat,list
[5] list,#2
[5] #trlt,1pm
[5] #bizheroes,2pm
[5] #tacochat,2pm
[5] #investigatechat,2pm
[5] tweet,chats
[4] #2,#trlt
[4] 1pm,#bizheroes

Top Word Pairs in Tweet in G1:
[2] fairtradecert,lorisica
[2] lorisica,melcoach

Top Word Pairs in Tweet in G3:
[3] fave,tweet
[3] tweet,chats
[3] chats,#bizapaloozachat
[3] #bizapaloozachat,#contentwritingchat
[3] #contentwritingchat,#bizheroes
[3] #bizheroes,#hootchat
[3] #hootchat,#twittersmarter
[3] #twittersmarter,yours
[2] madalynsklar,fave

Top Word Pairs in Tweet in G4:
[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] tweet,chats
[2] chats,great
[2] great,small
[2] small,businesses
[2] businesses,resource
[2] resource,gain
[2] gain,expert
[2] expert,advice
[2] advice,network
[2] network,#twittersmarter

Top Word Pairs in Tweet in G7:
[5] tuesday,#twitterchat
[5] #twitterchat,list
[5] list,#2
[5] #trlt,1pm
[5] #bizheroes,2pm
[5] #tacochat,2pm
[5] #investigatechat,2pm
[4] #2,#trlt
[4] 1pm,#bizheroes
[4] 2pm,#tacochat

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@madalynsklar
@fairtradecert
@lorisica
@melcoach
@greenchileadict
@maikosakaibiz
@kdhungerford
@llake
@jennykim
@southbaysome

Top Mentioned in G1:
@llake
@fairtradecert
@lorisica
@melcoach
@greenchileadict
@maikosakaibiz
@kdhungerford
@nodexl
@jennykim
@madalynsklar

Top Mentioned in G2:
@southbaysome
@melissaonline
@kdhungerford
@fairtradecert
@lorisica
@melcoach
@maikosakaibiz
@greenchileadict
@kimscaravelli
@jennykim

Top Mentioned in G3:
@madalynsklar

Top Mentioned in G4:
@socialjignesh
@africatweetchat

Top Mentioned in G6:
@socialfixldn

Top Tweeters
Top Tweeters in Entire Graph:
@jennykim
@melissaonline
@madalynsklar
@greenchileadict
@lorisica
@vivianfrancos
@bizapalooza
@zalkab
@janettespeyer
@llake

Top Tweeters in G1:
@jennykim
@melissaonline
@greenchileadict
@lorisica
@vivianfrancos
@kdhungerford
@melcoach
@southbaysome
@fairtradecert
@maikosakaibiz

Top Tweeters in G2:
@llake
@virtuosoassist
@kimscaravelli
@yousofancy
@suzyhuber
@soulnesting
@onesockonphotog
@photopad__

Top Tweeters in G3:
@madalynsklar
@bizapalooza
@janettespeyer

Top Tweeters in G4:
@africatweetchat
@socialjignesh
@alaa_marketing

Top Tweeters in G5:
@zalkab
@b2the7

Top Tweeters in G6:
@alvingardner13
@socialfixldn

Top Tweeters in G7:
@pokeyluwho
@mediatool


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