#RuralAmerica, Twitter, 5/24/2020 10:38:58 PM, 228185


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#RuralAmerica Twitter NodeXL SNA Map and Report for Sunday, 24 May 2020 at 22:33 UTC
#RuralAmerica Twitter NodeXL SNA Map and Report for Sunday, 24 May 2020 at 22:33 UTC
From:
marc_smith
Uploaded on:
May 24, 2020
Short Description:
#RuralAmerica via NodeXL https://bit.ly/3ggEkMl
@alamosacitizen
@joebiden
@vfiorese_
@mjofmwv
@protectharvest
@halseyxt
@grain_feed
@ttownlisc
@danielturnerptf
@ajitpaifcc

Top hashtags:
#ruralamerica
#covid19
#rural
#everydayruralamerica
#southernphotographer

Description:
Description
The graph represents a network of 116 Twitter users whose recent tweets contained "#RuralAmerica", 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 Sunday, 24 May 2020 at 22:33 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 39-minute period from Saturday, 16 May 2020 at 10:10 UTC to Sunday, 24 May 2020 at 16:49 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 : 116
Unique Edges : 111
Edges With Duplicates : 21
Total Edges : 132
Number of Edge Types : 5
Replies to : 11
Mentions : 37
Retweet : 27
Tweet : 42
MentionsInRetweet : 15
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0229885057471264
Reciprocated Edge Ratio : 0.0449438202247191
Connected Components : 47
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 9
Maximum Edges in a Connected Component : 12
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.170306
Graph Density : 0.00667166416791604
Modularity : 0.731046
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 116 Twitter users whose recent tweets contained "#RuralAmerica", 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 Sunday, 24 May 2020 at 22:33 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 39-minute period from Saturday, 16 May 2020 at 10:10 UTC to Sunday, 24 May 2020 at 16:49 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 : #RuralAmerica
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://twitter.com/alefedgeNYC/status/1263096853735911429
[1] https://www-seattletimes-com.cdn.ampproject.org/c/s/www.seattletimes.com/business/microsoft/microsoft-urges-congress-to-fund-rural-broadband-internet-connectivity-in-wake-of-coronavirus/?amp=1
[1] https://www.linkedin.com/slink?code=gx6RcGQ
[1] https://www.youtube.com/watch?v=KYZHxNnwAd8&feature=youtu.be

[1] https://protecttheharvest.com/what-you-need-to-know/how-ngos-are-impacting-wildlife-and-land-use/
[1] https://protecttheharvest.com/news/storm-on-the-prairie-american-prairie-reserve-tries-to-buffalo-rural-montana/
[1] https://www.washingtonpost.com/health/study-estimates-24-states-still-have-uncontrolled-coronavirus-spread/2020/05/22/d3032470-9c43-11ea-ac72-3841fcc9b35f_story.html
[1] https://kerri-farley.pixels.com/featured/a-face-in-the-barn-kerri-farley.html
[1] https://thesunriseofmylife.blogspot.com/2015/06/a-face-in-barn.html
[1] https://carto.com/blog/cori-covid-preparedness-tracker/?utm_content=129578333&utm_medium=social&utm_source=twitter&hss_channel=tw-241079136

Top URLs in Tweet in G1:
[1] https://www.youtube.com/watch?v=5kSp9jjiCFU&feature=youtu.be

[1] https://www.instagram.com/p/CAR6A3iJ6z2/?igshid=1jd50hxfokf2e
[1] https://www.nytimes.com/2020/05/11/opinion/sunday/coronavirus-cities-inequality.html
[1] https://www.vox.com/2020/4/28/21239536/coronavirus-georgia-south-dakota-missouri-nebraska-rural-america
[1] https://www.instagram.com/p/CAUSHhmHcbO/?igshid=u7rt5cgm34j7
[1] https://twitter.com/nytimes/status/1262128279718449159
[1] https://www.dtnpf.com/agriculture/web/ag/blogs/ethanol-blog/blog-post/2020/05/16/house-passes-biofuels-relief-ags-rfs
[1] https://www.instagram.com/p/CAWDTULM0gd/?igshid=12ve2u1821gc5
[1] https://www.instagram.com/p/CAUkhWFADV_/?igshid=68dtg0f5mgmq
[1] https://modernfarmer.com/2020/05/roads-in-rural-america-are-crumbling/

Top URLs in Tweet in G3:
[1] https://www.linkedin.com/slink?code=gx6RcGQ
[1] https://www-seattletimes-com.cdn.ampproject.org/c/s/www.seattletimes.com/business/microsoft/microsoft-urges-congress-to-fund-rural-broadband-internet-connectivity-in-wake-of-coronavirus/?amp=1

Top URLs in Tweet in G4:
[2] https://twitter.com/alefedgeNYC/status/1263096853735911429

Top URLs in Tweet in G5:
[1] https://mds.marshall.edu/mjm/vol6/iss2/2/

Top URLs in Tweet in G6:
[1] https://protecttheharvest.com/what-you-need-to-know/how-ngos-are-impacting-wildlife-and-land-use/
[1] https://protecttheharvest.com/news/storm-on-the-prairie-american-prairie-reserve-tries-to-buffalo-rural-montana/

Top URLs in Tweet in G7:
[1] https://carto.com/blog/cori-covid-preparedness-tracker/?utm_content=129578333&utm_medium=social&utm_source=twitter&hss_channel=tw-241079136

Top URLs in Tweet in G8:
[1] https://twitter.com/nytimes/status/1263430598070284289

Top URLs in Tweet in G9:
[1] https://www.detroitnews.com/story/opinion/2020/05/12/opinion-amid-pandemic-rural-broadband-more-important-than-ever/3108032001/?utm_content=buffera1c50&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://brownfieldagnews.com/news/70-midwestern-mayors-ask-epa-to-defend-rfs/?utm_content=bufferbe66f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[80] ruralamerica
[10] covid19
[10] rural
[9] everydayruralamerica
[9] southernphotographer
[7] photojournalism
[7] everydayusa
[6] ftth
[6] broadband
[6] protecttheharvest



Top Hashtags in Tweet in G1:
[25] ruralamerica
[7] rural
[5] covid19
[2] abandonedplaces
[2] ispyny
[2] iloveny
[2] nyoutside
[2] outdoorsnewyork
[2] onlyinnewyork
[2] americana

Top Hashtags in Tweet in G2:
[6] ruralamerica
[4] economicbillofrights

Top Hashtags in Tweet in G3:
[6] ruralamerica
[5] ftth
[4] fwa
[3] openran
[2] openbroadband
[2] broadband
[2] fttx
[2] ruralbroadband
[2] fiber
[1] cafii

Top Hashtags in Tweet in G4:
[4] edgecomputing
[4] ruralamerica
[4] edge
[1] iot
[1] iiot

Top Hashtags in Tweet in G5:
[1] ruralamerica
[1] covid19
[1] pandemic
[1] meded

Top Hashtags in Tweet in G6:
[6] protecttheharvest
[5] welcome
[2] ruralamerica
[1] rangerights
[1] grazing
[1] wildhorses
[1] rancher
[1] cattle
[1] food
[1] family

Top Hashtags in Tweet in G7:
[1] covid19
[1] ruralamerica

Top Hashtags in Tweet in G8:
[5] farmers
[5] ruralamerica
[5] hunters

Top Hashtags in Tweet in G9:
[2] ruralamerica
[1] ruralbroadband
[1] infrastructure
[1] agriculturenews
[1] ethanol
[1] rfs
[1] biofuels
[1] nebraska

Top Hashtags in Tweet in G10:
[4] waroncoal
[1] ruralamerica
[1] energyworkers

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[26] #ruralamerica
[7] #rural
[6] amp
[5] #covid19
[4] barn
[3] people
[3] still
[2] #abandonedplaces
[2] power
[2] last

Top Words in Tweet in G2:
[6] #ruralamerica
[5] joebiden
[4] hey
[4] #economicbillofrights
[4] reinvest
[3] rural
[3] america
[2] valley
[2] cancellation
[2] annual

Top Words in Tweet in G3:
[6] #ruralamerica
[5] #ftth
[4] #fwa
[4] #openran
[4] more
[3] try
[3] #openbroadband
[2] needs
[2] options
[2] vendors

Top Words in Tweet in G4:
[4] alefedgenyc
[4] rural_cloud
[4] #edgecomputing
[4] #ruralamerica
[4] #edge
[3] delighted
[3] join
[3] continuing
[3] enable
[3] #iot

Top Words in Tweet in G6:
[6] #protecttheharvest
[6] #ruralamerica
[5] #welcome
[5] followers
[5] seems
[5] appropriate
[5] time
[5] introduce
[5] need
[5] know

Top Words in Tweet in G7:
[3] rural
[3] communities
[3] overshadowed
[3] happening
[3] urban
[3] areas
[3] find
[3] ruralinno
[3] partnered
[3] appliedxl

Top Words in Tweet in G8:
[10] local
[5] nice
[5] try
[5] ccp
[5] continue
[5] support
[5] buy
[5] eat
[5] meat
[5] #farmers

Top Words in Tweet in G9:
[2] #ruralamerica
[2] mayors

Top Words in Tweet in G10:
[4] 10
[4] years
[4] ago
[4] thriving
[4] downtown
[4] came
[4] along
[4] purely
[4] political
[4] #waroncoal

Top Word Pairs
Top Word Pairs in Tweet in G2:
[2] hey,joebiden
[2] joebiden,#economicbillofrights
[2] #economicbillofrights,reinvest
[2] reinvest,#ruralamerica
[2] rural,america
[2] cancellation,annual

Top Word Pairs in Tweet in G3:
[4] #fwa,#ftth
[4] #ruralamerica,needs
[4] needs,more
[4] more,options
[3] options,vendors
[2] vendors,controlled
[] controlled,environment
[] environment,#fwa
[] #ftth,gives
[] gives,perfect

Top Word Pairs in Tweet in G4:
[3] #edgecomputing,#ruralamerica
[2] delighted,alefedgenyc
[2] alefedgenyc,join
[2] join,rural_cloud
[2] rural_cloud,continuing
[2] continuing,enable
[2] enable,#edgecomputing
[2] #ruralamerica,#edge
[2] #edge,#iot
[2] #iot,#iiot

Top Word Pairs in Tweet in G5:

Top Word Pairs in Tweet in G6:
[] #welcome,#protecttheharvest
[] #protecttheharvest,followers
[] followers,seems
[] seems,appropriate
[] appropriate,time
[] time,introduce
[] introduce,need
[] need,know
[] know,topics
[] topics,#rangerights

Top Word Pairs in Tweet in G7:
[5] rural,communities
[5] communities,overshadowed
[5] overshadowed,happening
[5] happening,urban
[5] urban,areas
[5] areas,find
[5] find,ruralinno
[5] ruralinno,partnered
[5] partnered,appliedxl
[5] appliedxl,statnews

Top Word Pairs in Tweet in G8:
[3] nice,try
[3] try,ccp
[3] ccp,continue
[3] continue,support
[3] support,local
[3] local,buy
[3] buy,local
[3] local,eat
[3] eat,meat
[3] meat,#farmers

Top Word Pairs in Tweet in G9:

Top Word Pairs in Tweet in G10:
[] 10,years
[] years,ago
[] ago,thriving
[] thriving,downtown
[] downtown,came
[] came,along
[] along,purely
[] purely,political
[] political,#waroncoal
[] #waroncoal,funded

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@alefedgenyc
@rural_cloud
@ruralinno
@appliedxl
@statnews
@ajitpaifcc
@noaaclimate
@mfpp
@barb4hmom

Top Mentioned in G2:
@joebiden
@realdonaldtrump
@projectlincoln

Top Mentioned in G3:
@psb_dc
@radisys

Top Mentioned in G4:
@alefedgenyc
@rural_cloud
@trilogynetworks

Top Mentioned in G5:
@wvumedicine
@wvgovernor
@marshall_health
@musomwv

Top Mentioned in G7:
@ruralinno
@appliedxl
@statnews

Top Mentioned in G9:
@secretarysonny
@detroitnews
@epa
@brownfield

Top Tweeters
Top Tweeters in Entire Graph:
@foxnews
@scoutdrayton
@csmonitor
@harveyjkaye
@detroitnews
@ricardo_ik_ahau
@kerrifar
@ene3112
@skypilot18
@cbsthismorning

Top Tweeters in G1:
@kerrifar
@deecal1
@fromgirltogirl
@tal7291
@mjwiegand
@broderickre
@jackhaley42
@alwayzwins
@rplccapr
@candicestadler

Top Tweeters in G2:
@harveyjkaye
@jwgop
@nosepuedecreer1
@margpie55
@realdonaldtrump
@joebiden
@alamosacitizen
@projectlincoln
@n_fiene

Top Tweeters in G3:
@ene3112
@psb_dc
@microsoft
@layereddelay
@nodexl
@vfiorese_
@radisys

Top Tweeters in G4:
@ricardo_ik_ahau
@iottogether
@nancyshemwell
@alefedgenyc
@trilogynetworks
@rural_cloud

Top Tweeters in G5:
@claymarsh
@wvgovernor
@wvumedicine
@musomwv
@marshall_health
@mjofmwv

Top Tweeters in G6:
@curtliving4
@thinkingintime
@protectharvest
@charlottemluca1
@dokerone52

Top Tweeters in G7:
@statnews
@carto
@fpmarconi
@ruralinno
@appliedxl

Top Tweeters in G8:
@skypilot18
@followcmnsnse
@halseyxt
@sherrymaga43
@swolwenbrain

Top Tweeters in G9:
@detroitnews
@brownfield
@epa
@grain_feed
@secretarysonny

Top Tweeters in G10:
@scoutdrayton
@june_fours
@manuela61069686
@danielturnerptf


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