#rawmilk, Twitter, 7/18/2015 8:01:01 PM, 49811


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#rawmilk Twitter NodeXL SNA Map and Report for Saturday, 18 July 2015 at 19:56 UTC
#rawmilk Twitter NodeXL SNA Map and Report for Saturday, 18 July 2015 at 19:56 UTC
From:
nodexceluser3210
Uploaded on:
July 18, 2015
Short Description:
#rawmilk via NodeXL http://bit.ly/1HGUHc9
@foodgov
@rawmilkgeorgia
@davidgumpert
@was3210
@phandaw
@boonebergsma
@organicpastures

Description:
Description
The graph represents a network of 175 Twitter users whose recent tweets contained "#rawmilk", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Saturday, 18 July 2015 at 19:57 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 53-minute period from Thursday, 09 July 2015 at 22:27 UTC to Saturday, 18 July 2015 at 19:20 UTC. 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.


Overall Graph Metrics
Vertices : 175
Unique Edges : 159
Edges With Duplicates : 44
Total Edges : 203
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.024
Reciprocated Edge Ratio : 0.046875
Connected Components : 62
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 48
Maximum Edges in a Connected Component : 54
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.909123
Graph Density : 0.00420361247947455
Modularity : 0.65277
NodeXL Version : 1.0.1.340

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://www.food.gov.uk/news-updates/news/2015/14232/fsa-board-agrees-restrictions-on-raw-milk-should-remain
[18] https://registration.livegroup.co.uk/fsaboardmeetings/Webcast/
[9] http://www.natural--living.com/new-science-confirms-raw-milk-is-remarkably-safe.html
[6] http://essentialelements.naccho.org/archives/74
[5] https://twitter.com/FoodSecurityUK/status/620503612779835392
[4] http://www.newfoodmagazine.com/18578/news/industry-news/fsa-board-agrees-restrictions-on-raw-milk-should-remain-in-place/
[4] http://www.freep.com/story/news/local/michigan/2015/07/15/michigan-state-raw-milk-fight/30189699/
[3] http://www.realfoodfunc.com/manor-farm-dairy/
[3] http://www.indiegogo.com/p/1271665/twtr/8526660
[3] https://twitter.com/microbiomdigest/status/619378907540664320

Top URLs in Tweet in G1:
[27] https://www.food.gov.uk/news-updates/news/2015/14232/fsa-board-agrees-restrictions-on-raw-milk-should-remain
[17] https://registration.livegroup.co.uk/fsaboardmeetings/Webcast/
[5] https://twitter.com/FoodSecurityUK/status/620503612779835392

Top URLs in Tweet in G2:
[9] http://www.natural--living.com/new-science-confirms-raw-milk-is-remarkably-safe.html
[2] http://www.amazon.com/Raw-Milk-Cleanse-Discovery-Nothing-ebook/dp/B00BFLE0IG/ref=asap_bc?ie=UTF8
[1] https://www.facebook.com/photo.php?fbid=856769781044392
[1] http://www.slowfood.com/international/food-for-thought/focus/279982/the-growing-cheese-renaissance-in-britain
[1] https://instagram.com/p/49rkDdEisH/
[1] https://instagram.com/p/4_5V_eDqvZ/
[1] https://instagram.com/p/47qDLeDqqa/
[1] http://eepurl.com/bs1Psb
[1] http://us2.campaign-archive2.com/?u=93fc9336aa2b87addd8613830&id=bd61a27e54
[1] https://instagram.com/p/5C4h9VK-zd/

Top URLs in Tweet in G3:
[4] http://www.newfoodmagazine.com/18578/news/industry-news/fsa-board-agrees-restrictions-on-raw-milk-should-remain-in-place/
[3] http://www.indiegogo.com/p/1271665/twtr/8526660
[2] http://davidgumpert.com/close-but-no-cigar-why-the-uk-nixed-raw-milk-vending-machines/
[1] http://davidgumpert.com/new-mi-regulator-message-to-raw-dairies-do-herdshares-our-way-sans-cream-kefir-and-butter/
[1] http://www.food.gov.uk/news-updates/news/2015/14232/fsa-board-agrees-restrictions-on-raw-milk-should-remain?utm_content=bufferf7e69&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.nzherald.co.nz/rotorua-daily-post/news/article.cfm?c_id=1503438&objectid=11477756&utm_content=buffer78083&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://davidgumpert.com/close-but-no-cigar-why-the-uk-nixed-raw-milk-vending-machines/?utm_content=buffer4ed25&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.gofundme.com/spilledmilk

Top URLs in Tweet in G4:
[3] http://www.realfoodfunc.com/manor-farm-dairy/
[1] http://www.realfoodfunc.com/the-raw-power-of-milk/
[1] https://www.facebook.com/realfoodfunc/posts/710516759094660

Top URLs in Tweet in G5:
[1] https://instagram.com/p/4_-mqdBk2N/

Top URLs in Tweet in G6:
[6] http://essentialelements.naccho.org/archives/74

Top URLs in Tweet in G7:
[4] http://www.freep.com/story/news/local/michigan/2015/07/15/michigan-state-raw-milk-fight/30189699/

Top Domains
Top Domains in Tweet in Entire Graph:
[30] gov.uk
[28] instagram.com
[21] co.uk
[9] natural--living.com
[8] twitter.com
[6] naccho.org
[4] newfoodmagazine.com
[4] davidgumpert.com
[4] realfoodfunc.com
[4] freep.com

Top Domains in Tweet in G1:
[27] gov.uk
[17] co.uk
[5] twitter.com

Top Domains in Tweet in G2:
[22] instagram.com
[9] natural--living.com
[2] facebook.com
[2] amazon.com
[1] slowfood.com
[1] eepurl.com
[1] campaign-archive2.com
[1] newsweek.com
[1] raw-milk-facts.com
[1] co.uk

Top Domains in Tweet in G3:
[4] newfoodmagazine.com
[4] davidgumpert.com
[3] indiegogo.com
[1] gov.uk
[1] co.nz
[1] gofundme.com

Top Domains in Tweet in G4:
[4] realfoodfunc.com
[1] facebook.com

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

Top Domains in Tweet in G6:
[6] naccho.org

Top Domains in Tweet in G7:
[4] freep.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[181] rawmilk
[52] fsaboard
[7] tyllwydfarm
[6] kefir
[5] kefircheese
[5] cheese
[5] farmersmarket
[4] grassfed
[4] dairy
[4] fermoynaturalcheeseco



Top Hashtags in Tweet in G1:
[51] rawmilk
[50] fsaboard
[3] campylobacter

Top Hashtags in Tweet in G2:
[47] rawmilk
[7] tyllwydfarm
[6] kefir
[5] kefircheese
[3] cheese
[3] frommygarden
[3] northfork
[2] farm
[2] organic
[2] glutenfree

Top Hashtags in Tweet in G3:
[23] rawmilk
[4] dairy
[4] farmersmarket
[4] fermoynaturalcheeseco
[3] grassfed
[1] asturias
[1] cheeserevolution
[1] quesodepastor

Top Hashtags in Tweet in G4:
[4] rawmilk

Top Hashtags in Tweet in G5:
[4] rawmilk
[3] beef
[3] pork
[3] chicken
[1] serenbemarket
[1] serenbe
[1] organic

Top Hashtags in Tweet in G6:
[6] rawmilk

Top Hashtags in Tweet in G7:
[4] rawmilk

Top Hashtags in Tweet in G8:
[1] rawmilk

Top Hashtags in Tweet in G9:
[1] rawmilk
[1] ifonly

Top Hashtags in Tweet in G10:
[2] huckinsfarm
[2] rawmilk
[2] newfoundlake

Top Words
Top Words in Tweet in Entire Graph:
[181] rawmilk
[65] milk
[58] raw
[52] fsaboard
[48] foodgov
[35] restrictions
[32] agrees
[29] drink
[28] stay
[28] advice

Top Words in Tweet in G1:
[51] rawmilk
[50] fsaboard
[47] foodgov
[29] drink
[29] milk
[28] agrees
[28] restrictions
[28] stay
[28] advice
[28] raw

Top Words in Tweet in G2:
[47] rawmilk
[21] milk
[18] raw
[11] new
[9] science
[9] confirms
[9] drinking
[9] remarkably
[9] safe
[7] tyllwydfarm

Top Words in Tweet in G3:
[23] rawmilk
[6] fsa
[6] new
[5] restrictions
[5] raw
[5] milk
[5] remain
[5] place
[5] dairy
[4] board

Top Words in Tweet in G4:
[4] blog
[4] rawmilk
[3] http
[2] realfoodfunc
[2] sheffoodfest
[2] sheffunchained
[2] profile
[2] manor
[2] farm
[2] dairy

Top Words in Tweet in G5:
[4] serenbemarket
[4] rawmilk
[3] theheritagefarm
[3] look
[3] grassfed
[3] goodness
[3] ptreefarmersmkt
[3] farmersmarketss
[3] tomorrow
[3] morning

Top Words in Tweet in G6:
[6] rawmilk
[6] associated
[6] outbreaks
[4] nacchoalerts
[3] local
[3] public
[3] health
[3] addressed
[3] lessons
[3] learned

Top Words in Tweet in G7:
[7] farm
[4] govt
[4] overreach
[4] safety
[4] issue
[4] family
[4] rawmilk
[4] v
[4] state
[4] stand

Top Words in Tweet in G10:
[2] great
[2] local
[2] shopping
[2] today
[2] summer
[2] herbs
[2] plant
[2] raw
[2] yogurt
[2] cardiganstorenh

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[56] raw,milk
[43] foodgov,fsaboard
[32] agrees,restrictions
[28] fsaboard,agrees
[28] restrictions,rawmilk
[28] rawmilk,stay
[28] stay,advice
[28] advice,drink
[28] drink,raw
[28] milk,remains

Top Word Pairs in Tweet in G1:
[43] foodgov,fsaboard
[28] fsaboard,agrees
[28] agrees,restrictions
[28] restrictions,rawmilk
[28] rawmilk,stay
[28] stay,advice
[28] advice,drink
[28] drink,raw
[28] raw,milk
[28] milk,remains

Top Word Pairs in Tweet in G2:
[18] raw,milk
[9] new,science
[9] science,confirms
[9] confirms,drinking
[9] drinking,raw
[9] milk,remarkably
[9] remarkably,safe
[9] safe,rawmilk
[5] rawmilk,tyllwydfarm
[4] made,rawmilk

Top Word Pairs in Tweet in G3:
[5] raw,milk
[5] remain,place
[5] rawmilk,dairy
[4] fsa,board
[4] board,agrees
[4] agrees,restrictions
[4] restrictions,raw
[4] milk,remain
[4] place,rawmilk
[4] new,grab

Top Word Pairs in Tweet in G4:
[2] sheffoodfest,sheffunchained
[2] sheffunchained,blog
[2] blog,profile
[2] profile,manor
[2] manor,farm
[2] farm,dairy
[2] dairy,produicing
[2] produicing,quality
[2] quality,rawmilk
[2] rawmilk,locally

Top Word Pairs in Tweet in G5:
[3] look,grassfed
[3] grassfed,goodness
[3] goodness,ptreefarmersmkt
[3] ptreefarmersmkt,farmersmarketss
[3] farmersmarketss,serenbemarket
[3] serenbemarket,tomorrow
[3] tomorrow,morning
[3] morning,rawmilk
[2] theheritagefarm,look
[2] rawmilk,b

Top Word Pairs in Tweet in G6:
[6] rawmilk,associated
[6] associated,outbreaks
[3] local,public
[3] public,health
[3] health,addressed
[3] addressed,rawmilk
[3] outbreaks,lessons
[3] lessons,learned
[3] learned,past
[3] past,events

Top Word Pairs in Tweet in G7:
[4] govt,overreach
[4] overreach,safety
[4] safety,issue
[4] farm,v
[4] v,state
[3] issue,family
[3] family,farm
[3] state,stand
[3] stand,farm
[3] farm,more

Top Word Pairs in Tweet in G10:
[2] great,local
[2] local,shopping
[2] shopping,today
[2] today,summer
[2] summer,herbs
[2] herbs,plant
[2] plant,raw
[2] raw,yogurt
[2] yogurt,cardiganstorenh
[2] cardiganstorenh,huckinsfarm

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
[48] foodgov
[4] nacchoalerts
[4] iwfsmunster
[3] ptreefarmersmkt
[3] farmersmarketss
[3] serenbemarket
[3] davidgumpert
[3] workswithguts
[3] lecaveau1
[2] theheritagefarm

Top Mentioned in G1:
[47] foodgov
[1] foodqualitynews

Top Mentioned in G3:
[4] iwfsmunster
[3] davidgumpert
[3] lecaveau1
[2] newfoodmag
[2] organicpastures
[2] boonebergsma
[1] flavoursofspain
[1] brockleymarket

Top Mentioned in G4:
[2] realfoodfunc
[2] sheffunchained
[1] sheffoodfest
[1] onlinetriathlon
[1] bogsey1979

Top Mentioned in G5:
[3] ptreefarmersmkt
[3] farmersmarketss
[3] serenbemarket
[2] theheritagefarm
[1] serenbe

Top Mentioned in G6:
[4] nacchoalerts

Top Mentioned in G7:
[2] freephealth

Top Mentioned in G8:
[1] fenfarmdairy
[1] nealsyard_
[1] eadtbusiness

Top Mentioned in G9:
[1] boroughmarket
[1] black_beef

Top Mentioned in G10:
[2] cardiganstorenh
[1] shanallan1

Top Tweeters
Top Tweeters in Entire Graph:
[343053] prevention_now
[329401] blackcuminpower
[316348] healthyliving34
[310794] natewillis313
[299299] healthylivingtm
[249811] health_bychoice
[228911] blackseedhealth
[218825] live__healthy
[134337] nyfarmer
[110963] freep

Top Tweeters in G1:
[39760] ourcowmolly
[37265] ukgovtweets
[26092] melindarolf
[14382] mashwalker
[10882] karensands
[9929] mags2milkyway
[8644] rawsthorne
[7770] foodgov
[7461] dianaearnshaw
[6813] amaratweets

Top Tweeters in G2:
[343053] prevention_now
[329401] blackcuminpower
[316348] healthyliving34
[299299] healthylivingtm
[249811] health_bychoice
[228911] blackseedhealth
[218825] live__healthy
[19347] madridfusionmex
[11369] unabridgedchick
[5312] amcquinn

Top Tweeters in G3:
[64812] backurbot
[33915] flavoursofspain
[15535] brockleymarket
[7748] phandaw
[4382] lecaveau1
[3709] colmmccan
[3138] newfoodmag
[2773] artisanfoodlaw
[1661] davidgumpert
[1368] 3m_foodsafety

Top Tweeters in G4:
[6182] annettewitte1
[5925] sheffoodfest
[5305] onlinetriathlon
[2681] frank1e
[1579] sheffunchained
[340] realfoodfunc
[91] bogsey1979

Top Tweeters in G5:
[4090] aprildominy
[3049] serenbe
[2220] theheritagefarm
[801] ptreefarmersmkt
[90] farmersmarketss
[75] serenbemarket

Top Tweeters in G6:
[12689] babydok123
[8644] nacchoalerts
[5401] healthmcrhc
[5232] billsimmonsnj
[833] ccdh_maryland

Top Tweeters in G7:
[310794] natewillis313
[110963] freep
[4307] westonaprice
[699] freephealth

Top Tweeters in G8:
[2462] eadtbusiness
[573] fenfarmdairy
[327] edmemalt
[21] nealsyard_

Top Tweeters in G9:
[24514] boroughmarket
[16571] daydreamfoodie
[545] black_beef

Top Tweeters in G10:
[3794] newfoundlake
[772] shanallan1
[53] cardiganstorenh