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#FinancialFriday Twitter NodeXL SNA Map and Report for Tuesday, 07 January 2020 at 22:11 UTC (experimental version)
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From:
docassar
Uploaded on:
January 09, 2020
Short Description:
#FinancialFriday via NodeXL http://bit.ly/2FCcQQ8
@itlprograms
@fatgirlnmotion
@blackgirlnerds
@dosomething
@becauseofthem
@bgcmp
@mrsgirlslikeme
@girlsincdc
@tokiwana
@worthadvisors

Top hashtags:
#financialfriday
#20daysofgirlpower
#newyearsresolution

Description:
Description
The graph represents a network of 44 Twitter users whose recent tweets contained "#FinancialFriday", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 07 January 2020 at 22:11 UTC.

The tweets in the network were tweeted over the 1-day, 14-hour, 57-minute period from Thursday, 02 January 2020 at 21:22 UTC to Saturday, 04 January 2020 at 12:20 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 : 44
Unique Edges : 45
Edges With Duplicates : 8
Total Edges : 53
Number of Edge Types : 4
Retweet : 4
Tweet : 34
Mentions : 8
MentionsInRetweet : 7
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 32
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 9
Maximum Edges in a Connected Component : 14
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1
Graph Density : 0.00951374207188161
Modularity : 0.485226
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 44 Twitter users whose recent tweets contained "#FinancialFriday", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 07 January 2020 at 22:11 UTC.

The tweets in the network were tweeted over the 1-day, 14-hour, 57-minute period from Thursday, 02 January 2020 at 21:22 UTC to Saturday, 04 January 2020 at 12:20 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 : TwitterSearch
Graph Term : #FinancialFriday
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1] https://learninghub.prospercanada.org/wp-content/uploads/2019/10/SaveattheGroceryStore2018.pdf
[1] https://gnfl.io/9Ib8sCm9FUDBVmlgXTQ-pc/1878762/
[1] https://gnfl.io/3ERoEHuy3JD4QOS4tkU-pc/1865878/
[1] https://www.scotsman.com/business/why-securing-the-fintech-ecosystem-is-vital-1-5062080
[1] https://www.bradgoesbeyond.com/home-1/assessing-your-financial-reality
[1] https://www.thepennyhoarder.com/bank-accounts/what-is-apy/
[1] https://www.daveramsey.com/blog/christmas-and-money-are-gone
[1] https://www.statefarm.com/simple-insights/planning/give-the-gift-of-education
[1] https://www.baptist-healthfcu.com/aboutus/current-specials/
[1] https://www.cnbc.com/2019/12/31/here-are-some-quick-fixes-to-recover-from-a-financial-hangover.html

Top URLs in Tweet in G1:
[1] https://www.instagram.com/p/B63AFSnBOkB/?igshid=1c4ughgwl97u3
[1] https://www.athene.com/smart-strategies/finances/retirement-resolutions.html?utm_medium=social&utm_source=athene&utm_campaign=smart_strategies&utm_content=retirement_resolutions
[1] https://twitter.com/StateFarm/status/1212403129532211200
[1] https://www.piatchekandsmith.com/HOT-TOPIC-Two-Trade-Agreements-Offer-Optimism,-But-Uncertainty-Remains.c9503.htm
[1] https://www.instagram.com/p/B63kVXNH_HF/?igshid=1rn3dutpfom78
[1] https://www.facebook.com/100000518780086/posts/3151367478223847/
[1] http://resourcecenter.cuna.org/1/article/4227/html
[1] https://www.seniorfinanceadvisor.com/news/best-investment-savings-accounts-for-retirement?&utm_source=twitter&utm_medium=twitter-organic-sfa&utm_campaign=organic-twitter-post
[1] https://www.weau.com/content/news/Tips-to-protect-yourself-from-financial-scams-565852872.html
[1] https://www.cnbc.com/2019/12/31/here-are-some-quick-fixes-to-recover-from-a-financial-hangover.html

Top URLs in Tweet in G3:
[1] https://learninghub.prospercanada.org/wp-content/uploads/2019/10/SaveattheGroceryStore2018.pdf

Top URLs in Tweet in G4:
[1] https://gnfl.io/9Ib8sCm9FUDBVmlgXTQ-pc/1878762/
[1] https://gnfl.io/3ERoEHuy3JD4QOS4tkU-pc/1865878/

Top URLs in Tweet in G5:
[1] https://www.scotsman.com/business/why-securing-the-fintech-ecosystem-is-vital-1-5062080

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] financialfriday
[3] 20daysofgirlpower
[3] newyearsresolution
[2] vistawealthllc
[2] invest
[2] financialhealth2020
[2] friday
[2] emergency
[2] home
[2] rip



Top Hashtags in Tweet in G1:
[30] financialfriday
[3] newyearsresolution
[2] friday
[2] emergency
[2] home
[2] financialhealth2020
[1] qotd
[1] moneytips
[1] savingmoney
[1] financialplanning

Top Hashtags in Tweet in G2:
[3] 20daysofgirlpower
[2] financialfriday
[2] invest
[1] girlpower

Top Hashtags in Tweet in G3:
[1] financialfriday

Top Hashtags in Tweet in G4:
[2] vistawealthllc
[2] financialfriday
[1] retirementsavings
[1] 2020vision

Top Hashtags in Tweet in G5:
[1] financialfriday
[1] ecosystem
[1] vital
[1] security

Top Hashtags in Tweet in G6:
[2] rip
[2] blackeconomicempowerment
[2] financialfriday
[2] groupeconomics

Top Words
Top Words in Tweet in Entire Graph:
[38] Words in Sentiment List#1: Positive
[19] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1073] Non-categorized Words
[1130] Total Words
[41] #financialfriday
[18] year
[11] new
[10] help
[10] financial

Top Words in Tweet in G1:
[30] #financialfriday
[10] financial
[10] year
[8] help
[7] more
[7] new
[6] tips
[6] less
[5] here
[5] budget

Top Words in Tweet in G2:
[4] #20daysofgirlpower
[4] use
[2] day
[2] 3
[2] #financialfriday
[2] want
[2] #invest
[2] share
[2] gift
[2] 75

Top Words in Tweet in G3:
[2] food
[2] prices
[2] expected
[2] rise
[2] coming
[2] months
[2] years
[2] those
[2] lower
[2] incomes

Top Words in Tweet in G4:
[8] year
[4] new
[4] 20
[4] #vistawealthllc
[4] #financialfriday
[4] end
[2] happy
[2] vision
[2] want
[2] eyes

Top Words in Tweet in G6:
[2] late
[2] great
[2] prince
[2] ownership
[2] #rip
[2] #blackeconomicempowerment
[2] #financialfriday
[2] #groupeconomics

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] new,year
[4] #vistawealthllc,#financialfriday
[4] less,500
[4] 500,nothing
[4] nothing,set
[4] set,aside
[3] help,save
[2] food,prices
[2] prices,expected
[2] expected,rise

Top Word Pairs in Tweet in G1:
[4] new,year
[4] less,500
[4] 500,nothing
[4] nothing,set
[4] set,aside
[2] click,link
[2] financial,friday
[2] friday,year
[2] here,help
[2] financial,goals

Top Word Pairs in Tweet in G2:
[2] #20daysofgirlpower,day
[2] day,3
[2] 3,#financialfriday
[2] #financialfriday,want
[2] want,#invest
[2] #invest,share
[2] share,use
[2] use,gift
[2] gift,75
[2] 75,expand

Top Word Pairs in Tweet in G3:
[2] food,prices
[2] prices,expected
[2] expected,rise
[2] rise,coming
[2] coming,months
[2] months,years
[2] years,those
[2] those,lower
[2] lower,incomes
[2] incomes,find

Top Word Pairs in Tweet in G4:
[4] new,year
[4] #vistawealthllc,#financialfriday
[2] happy,new
[2] year,year
[2] year,20
[2] 20,20
[2] 20,vision
[2] vision,want
[2] want,eyes
[2] eyes,wide

Top Word Pairs in Tweet in G6:
[2] late,great
[2] great,prince
[2] prince,ownership
[2] ownership,#rip
[2] #rip,#blackeconomicempowerment
[2] #blackeconomicempowerment,#financialfriday
[2] #financialfriday,#groupeconomics

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@blackgirlnerds
@thescotsman
@tokiwana
@blkhiststudies
@dosomething
@mrsgirlslikeme
@jess_in_jest
@werpossibility
@jusmetheone
@itlprograms

Top Tweeters in G1:
@jess_in_jest
@jusmetheone
@centuracollege
@yacenter
@fnbnewtown
@nextdoorchicago
@mydebtfix
@signalfcu
@worthadvisors
@utilitysp

Top Tweeters in G2:
@blackgirlnerds
@tokiwana
@dosomething
@mrsgirlslikeme
@itlprograms
@fatgirlnmotion
@becauseofthem
@girlsincdc
@bgcmp

Top Tweeters in G3:
@werpossibility
@susandietz10

Top Tweeters in G4:
@kellercpa
@vistawealthllc

Top Tweeters in G5:
@thescotsman
@csiltd

Top Tweeters in G6:
@blkhiststudies
@atptatp