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Hallmark Channel OR hallmarkchannel_2017-08-12_17-51-53.xlsx
Hallmark Channel OR hallmarkchannel_2017-08-12_17-51-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2017
Short Description:
Hallmark Channel OR hallmarkchannel via NodeXL http://bit.ly/2hUhz6S
@hallmarkchannel
@hallmarkmovie
@deadline
@michellevicar

Description:
Description
The graph represents a network of 1,750 Twitter users whose tweets in the requested range contained "Hallmark Channel OR hallmarkchannel", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 13 August 2017 at 02:42 UTC.

The requested start date was Sunday, 13 August 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 9-hour, 10-minute period from Sunday, 30 July 2017 at 00:02 UTC to Friday, 11 August 2017 at 09:13 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 : 1750
Unique Edges : 2290
Edges With Duplicates : 701
Total Edges : 2991
Self-Loops : 660
Reciprocated Vertex Pair Ratio : 0.021882951653944
Reciprocated Edge Ratio : 0.0428286852589641
Connected Components : 682
Single-Vertex Connected Components : 440
Maximum Vertices in a Connected Component : 642
Maximum Edges in a Connected Component : 1902
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.218355
Graph Density : 0.000656048354161562
Modularity : 0.55775
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[75] http://www.hallmarkchannel.com/summer-nights/sweepstakes
[55] http://www.hallmarkchannel.com/hallmark-publishing/write-for-us
[29] http://deadline.com/2017/07/when-calls-the-heart-season-5-premiere-date-hallmark-channel-1202139448/
[28] https://www.redcarpetreporttv.com/2017/08/01/preview-new-season-of-chesapeake-shores-on-hallmark-channel-premiering-sunday-videoclips/
[24] http://soaps.sheknows.com/soaps/news/49315/hallmark-channels-chesapeake-shores-returns-for-season-two
[18] http://deadline.com/2017/07/home-family-renewed-season-6-hallmark-channel-1202139441/
[13] http://ref.gl/aBX4AJnW
[13] http://www.hallmarkchannel.com/warriorsinpink/giveaway
[10] http://www.countryliving.com/life/entertainment/a44225/at-home-in-mitford-hallmark-channel/
[9] http://www.rissiwrites.com/2017/08/hallmark-channel-preview-2017-summer-nights.html

Top URLs in Tweet in G1:
[74] http://www.hallmarkchannel.com/summer-nights/sweepstakes
[13] http://ref.gl/aBX4AJnW
[13] http://www.hallmarkchannel.com/warriorsinpink/giveaway
[10] http://www.hallmarkchannel.com/hallmark-publishing/write-for-us
[6] http://boxoffice-collections.in/tv/when-calls-the-heart-gets-season-5-premiere-date-on-hallmark-channel-tca/
[5] http://deadline.com/2017/07/home-family-renewed-season-6-hallmark-channel-1202139441/
[4] http://deadline.com/2017/07/when-calls-the-heart-season-5-premiere-date-hallmark-channel-1202139448/
[4] http://boxoffice-collections.in/tv/home-family-renewed-for-season-6-by-hallmark-channel-tca/
[4] http://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=2&toolid=10039&campid=5337612116&item=322623981247&vectorid=229466&lgeo=1&utm_source=dlvr.it&utm_medium=twitter
[3] https://fb.me/8YwyOMVqx

Top URLs in Tweet in G2:
[28] https://www.redcarpetreporttv.com/2017/08/01/preview-new-season-of-chesapeake-shores-on-hallmark-channel-premiering-sunday-videoclips/
[17] http://soaps.sheknows.com/soaps/news/49315/hallmark-channels-chesapeake-shores-returns-for-season-two
[8] https://www.mediavillage.com/article/tca-hallmark-meets-hollywood-in-grand-style/
[6] https://www.mediavillage.com/article/from-freeform-to-hallmark-the-journey-of-peter-porte/
[6] http://www.rissiwrites.com/2017/08/hallmark-channel-preview-2017-summer-nights.html
[6] https://www.facebook.com/groups/HallmarkFans/
[5] http://www.silverpetticoatreview.com/?p=41928
[4] http://tvline.com/2017/07/28/good-witch-renewed-season-4-hallmark-catherine-bell/
[4] http://www.hallmarkchannel.com/a-dash-of-love?platform=hootsuite
[3] http://www.rissiwrites.com/2017/07/home-christmas-day-2017-hallmark-drama.html

Top URLs in Tweet in G3:
[22] http://deadline.com/2017/07/when-calls-the-heart-season-5-premiere-date-hallmark-channel-1202139448/
[10] http://www.countryliving.com/life/entertainment/a44225/at-home-in-mitford-hallmark-channel/
[9] http://deadline.com/2017/07/home-family-renewed-season-6-hallmark-channel-1202139441/
[4] http://deadline.com/2017/07/the-good-witch-renewed-season-4-hallmark-channel-1202138485/
[4] http://www.countryliving.com/life/entertainment/a44225/at-home-in-mitford-hallmark-channel/?src=socialflowTW
[3] http://itsawonderfulmovie.blogspot.com/2017/08/hallmark-channel-chesapeake-shores-splashing-back-august-2017.html
[3] http://soaps.sheknows.com/soaps/news/49315/hallmark-channels-chesapeake-shores-returns-for-season-two
[2] http://itsawonderfulmovie.blogspot.com/2017/07/tca-news-hallmark-launches-new-cable-channel-Hallmark-Drama.html?utm_source=dlvr.it&utm_medium=twitter
[2] http://www.rissiwrites.com/2017/08/hallmark-channel-preview-2017-summer-nights.html
[2] http://www.post-gazette.com/ae/tv-radio/2017/07/28/Hallmark-to-add-another-channel/stories/201707280150

Top URLs in Tweet in G4:
[3] http://www.soapoperadigest.com/photos/check-favorite-soap-stars-hallmark-tca-tour-event/
[1] https://twitter.com/mixtapekevin/status/895367423083335680
[1] https://twitter.com/i/web/status/895097782670950400
[1] https://twitter.com/i/web/status/894736152036507649
[1] https://twitter.com/i/web/status/894426343177199616
[1] https://twitter.com/i/web/status/893317821932781568
[1] https://twitter.com/i/web/status/894425104481828864
[1] https://twitter.com/i/web/status/893275296723378177
[1] https://twitter.com/i/web/status/894374486417473537
[1] https://twitter.com/i/web/status/894362301997830144

Top URLs in Tweet in G5:
[3] http://deadline.com/2017/07/when-calls-the-heart-season-5-premiere-date-hallmark-channel-1202139448/
[2] http://people.com/pets/happy-the-dog-hallmark-photos/
[1] https://twitter.com/i/web/status/895492743417516037
[1] https://twitter.com/i/web/status/895107341279936513
[1] https://twitter.com/i/web/status/894708932282769408
[1] https://twitter.com/i/web/status/892205122822000643
[1] https://twitter.com/i/web/status/894420235117240320
[1] https://twitter.com/i/web/status/894380324318269441
[1] https://twitter.com/i/web/status/894378885462097921
[1] https://twitter.com/i/web/status/894218798278090752

Top URLs in Tweet in G6:
[2] http://soaps.sheknows.com/soaps/news/49315/hallmark-channels-chesapeake-shores-returns-for-season-two
[1] https://www.mediavillage.com/article/tca-hallmark-meets-hollywood-in-grand-style/
[1] https://twitter.com/i/web/status/894963367370043392
[1] https://twitter.com/i/web/status/895496275994521601
[1] https://twitter.com/hallmarkchannel/status/894415381179363328
[1] https://twitter.com/i/web/status/891735722981568512
[1] http://www.hallmarkchannel.com/happy/meet-happy-the-dog
[1] https://twitter.com/i/web/status/891732949275598848
[1] https://twitter.com/i/web/status/894115059969994752
[1] https://twitter.com/i/web/status/894113948915707904

Top URLs in Tweet in G7:
[18] http://www.hallmarkchannel.com/hallmark-publishing/write-for-us
[8] http://redirect.booklinker.net/Proxy.ashx?TSID=5764&GR_URL=https%3A%2F%2Fwww.amazon.com%2FSweet-Dreams-Bakery-Romance-Book-ebook%2Fdp%2FB01DEOKWC4%2Fref%3Dsr_1_4%3Fs%3Ddigital-text&TRACK=5961
[5] http://redirect.booklinker.net/Proxy.ashx?TSID=5764&GR_URL=https%3A%2F%2Fwww.amazon.com%2Fdp%2FB073T4VR9G%2Fref%3Dsr_1_1%3Fie%3DUTF8&TRACK=5961
[4] http://redirect.booklinker.net/Proxy.ashx?TSID=5764&GR_URL=https%3A%2F%2Fwww.amazon.com%2Fdp%2FB01M7XCTP4%2Fref%3Dsr_1_1%3Fie%3DUTF8&TRACK=5961
[3] http://redirect.booklinker.net/Proxy.ashx?TSID=5764&GR_URL=https%3A%2F%2Fwww.amazon.com%2FFirst-Mates-Cecelia-Dowdy-ebook%2Fdp%2FB004R1QARU%2Fref%3Dsr_1_1%3Fie%3DUTF8&TRACK=5961
[2] http://ceceliadowdy.com/christmas-tales/
[2] http://redirect.booklinker.net/Proxy.ashx?TSID=5764&GR_URL=https%3A%2F%2Fwww.amazon.com%2FLoving-Luke-Cookies-Christmas-Novella-ebook%2Fdp%2FB0151OX1HS%2Fref%3Dsr_1_1%3Fs%3Ddigital-text&TRACK=5961
[1] https://twitter.com/i/web/status/895286108417921025
[1] http://www.hallmarkchannel.com/hallmark-publishing
[1] http://www.hallmarkchannel.com/hallmark-publishing-newsletter

Top URLs in Tweet in G8:
[2] https://www.instagram.com/p/BXYQn6IlOAd/
[1] https://twitter.com/i/web/status/895373297923358720
[1] https://twitter.com/i/web/status/863429248488538112
[1] https://twitter.com/i/web/status/893320654233194499
[1] https://www.instagram.com/p/BXRK3_vFHYM/
[1] http://variety.com/2017/tv/news/david-haydn-jones-hallmark-channel-1202509752/
[1] http://www.hallmarkchannel.com/hallmark-publishing/write-for-us
[1] http://deadline.com/2017/07/home-family-renewed-season-6-hallmark-channel-1202139441/
[1] https://twitter.com/i/web/status/891091000566759424
[1] https://twitter.com/i/web/status/890403711146577920

Top URLs in Tweet in G9:
[4] http://www.hallmarkchannel.com/chesapeake-shores/videos/meghan-ory-warriors-in-pink-chesapeake-shores
[2] http://soaps.sheknows.com/soaps/news/49315/hallmark-channels-chesapeake-shores-returns-for-season-two
[1] http://www.rissiwrites.com/2017/08/hallmark-channel-preview-2017-summer-nights.html
[1] https://twitter.com/i/web/status/890664916415266816
[1] https://twitter.com/i/web/status/893925088411758592
[1] https://twitter.com/i/web/status/894214000791228416
[1] http://itsawonderfulmovie.blogspot.com/2017/08/hallmark-channel-chesapeake-shores-splashing-back-august-2017.html
[1] https://www.tvinsider.com/313367/amanda-righetti-peter-porte-love-at-the-shore-hallmark-channel-preview-video/

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=efaozR8x5MY&feature=youtu.be&a
[1] https://www.youtube.com/watch?v=j27AT7R2T24&feature=youtu.be&a
[1] https://www.youtube.com/watch?v=gsVrbGo0JBw&feature=youtu.be&a
[1] https://www.youtube.com/watch?v=NMq0_Ub-91w&feature=youtu.be&a
[1] https://www.youtube.com/watch?v=UPOKFTJkLZY&feature=youtu.be&a
[1] https://www.youtube.com/watch?v=bdBfy8cjIIs&feature=youtu.be&list=PLU6tRfVVB7Jnt5jmRTX6mKcqNQSUhhiQS
[1] https://www.youtube.com/watch?v=gl-xxLGod8w&feature=youtu.be&a
[1] https://www.youtube.com/watch?v=KSvngFVwkwo&feature=youtu.be&a
[1] https://fb.me/6pyJNekYd
[1] https://www.youtube.com/watch?v=m3rW3uDH1EE&feature=youtu.be&a

Top Domains
Top Domains in Tweet in Entire Graph:
[275] twitter.com
[196] hallmarkchannel.com
[59] deadline.com
[47] fb.me
[28] booklinker.net
[28] redcarpetreporttv.com
[27] youtube.com
[24] sheknows.com
[16] rissiwrites.com
[16] mediavillage.com

Top Domains in Tweet in G1:
[118] hallmarkchannel.com
[39] twitter.com
[30] fb.me
[13] deadline.com
[13] ref.gl
[10] boxoffice-collections.in
[9] ebay.com
[7] google.com
[5] tumblr.com
[4] gleam.io

Top Domains in Tweet in G2:
[71] twitter.com
[28] redcarpetreporttv.com
[17] sheknows.com
[14] mediavillage.com
[12] rissiwrites.com
[10] hallmarkchannel.com
[7] silverpetticoatreview.com
[6] fb.me
[6] facebook.com
[4] deadline.com

Top Domains in Tweet in G3:
[37] deadline.com
[22] twitter.com
[14] countryliving.com
[5] blogspot.com
[3] rissiwrites.com
[3] sheknows.com
[2] post-gazette.com
[1] hallmarkchannel.com
[1] mediavillage.com
[1] tvovermind.com

Top Domains in Tweet in G4:
[13] twitter.com
[3] soapoperadigest.com

Top Domains in Tweet in G5:
[11] twitter.com
[3] deadline.com
[2] people.com
[1] hallmarkchannel.com
[1] youtube.com

Top Domains in Tweet in G6:
[9] twitter.com
[2] sheknows.com
[1] mediavillage.com
[1] hallmarkchannel.com

Top Domains in Tweet in G7:
[37] twitter.com
[27] booklinker.net
[20] hallmarkchannel.com
[2] ceceliadowdy.com

Top Domains in Tweet in G8:
[5] twitter.com
[3] instagram.com
[1] variety.com
[1] hallmarkchannel.com
[1] deadline.com

Top Domains in Tweet in G9:
[4] hallmarkchannel.com
[3] twitter.com
[2] sheknows.com
[1] rissiwrites.com
[1] blogspot.com
[1] tvinsider.com

Top Domains in Tweet in G10:
[20] youtube.com
[1] fb.me
[1] bloglovin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[104] hallmark
[101] tca17
[100] chesapeakeshores
[95] hearties
[78] hallmarkies
[62] hallmarkchannel
[49] hallmarkmovie
[48] wcth
[45] loveattheshore
[35] romance



Top Hashtags in Tweet in G1:
[12] hallmark
[7] dvd
[6] chesapeakeshores
[6] movies
[5] hallmarkchannel
[5] hot
[3] movie
[3] filmmakers
[3] filmmaking
[3] hollywood

Top Hashtags in Tweet in G2:
[53] chesapeakeshores
[39] loveattheshore
[30] videoclips
[22] summernights
[18] hallmarkies
[18] hallmark
[14] romance
[7] hallmarkchannel
[7] chessies
[6] happythedog

Top Hashtags in Tweet in G3:
[81] tca17
[63] hearties
[41] wcth
[19] svod
[19] hallmarkmoviesnow
[10] chesapeakeshores
[8] chessies
[8] hallmarkies
[6] summerinthevineyard
[5] icymi

Top Hashtags in Tweet in G4:
[7] chesapeakeshores
[4] hearties
[4] tca17
[3] hallmark
[3] wadebriggs
[3] wcth
[3] garagesalemystery
[3] themoreyouknow
[3] sharknado5
[2] misschristmas

Top Hashtags in Tweet in G5:
[12] hearties
[4] hallmark
[3] tcas
[2] wcth
[2] tca17
[1] jamesdenton
[1] realmen
[1] romance
[1] garagesalemystery

Top Hashtags in Tweet in G6:
[7] hearties
[5] tca17
[5] canada
[4] hallmark
[4] destinationweddingmovie
[2] chesapeakeshores
[2] hallmarkincanada
[1] acountrywedding
[1] happysummer
[1] crtc

Top Hashtags in Tweet in G7:
[50] hallmark
[50] hallmarkies
[48] hallmarkchannel
[48] hallmarkmovie
[16] amwriting
[15] romance
[15] mystery
[12] rwa2017
[2] celebrate
[2] christmasinjuly

Top Hashtags in Tweet in G8:
[2] ashleyeverett
[1] tca17

Top Hashtags in Tweet in G9:
[16] chesapeakeshores
[8] chessies
[7] chesapeakeshore
[7] chespeakeshores
[3] tca17
[2] hearties
[2] trabby
[1] summer
[1] romance
[1] summernights

Top Hashtags in Tweet in G10:
[1] hd

Top Words
Top Words in Tweet in Entire Graph:
[2645] Words in Sentiment List#1: Positive
[284] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[22924] Non-categorized Words
[25852] Total Words
[1454] hallmark
[1096] channel
[530] hallmarkchannel
[251] love
[223] summer

Top Words in Tweet in G1:
[520] hallmark
[477] channel
[176] summer
[165] nights
[101] sweepstakes
[61] movie
[51] watching
[51] movies
[36] good
[34] season

Top Words in Tweet in G2:
[187] hallmarkchannel
[136] hallmark
[56] love
[53] chesapeakeshores
[52] hallmarkchannel's
[48] preview
[46] channel
[39] loveattheshore
[36] season
[33] sunday

Top Words in Tweet in G3:
[134] hallmarkchannel
[96] hallmark
[95] deadline
[81] tca17
[80] season
[78] michellevicar
[69] heart
[69] hearties
[68] channel
[68] calls

Top Words in Tweet in G4:
[46] hallmark
[37] hallmarkmovie
[36] hallmarkchannel
[23] channel
[9] thekathyjane
[8] janettemsu
[8] kind
[8] wishing
[8] simplify
[8] hashtag

Top Words in Tweet in G5:
[38] hallmark
[29] loriloughlin
[29] hallmarkchannel
[21] hearties
[19] night
[15] channel
[13] hallmarkmovie
[12] jackwagnerhpk
[11] erinkrakow
[10] great

Top Words in Tweet in G6:
[51] hallmarkchannel
[50] hallmark
[22] hallmarkmovie
[20] billabbotthc
[13] canada
[13] please
[11] desireedeeanne
[9] channel
[9] happy
[8] proudmawmawof3

Top Words in Tweet in G7:
[68] love
[56] hallmark
[52] hallmarkchannel
[50] hallmarkies
[48] fans
[48] hallmarkmovie
[24] romance
[17] mystery
[16] amwriting
[13] open

Top Words in Tweet in G8:
[16] hallmark
[15] homeandfamilytv
[14] channel
[8] hallmarkchannel
[7] davidhaydnjones
[6] news
[6] ecnyren
[5] cook
[5] endlessability
[5] tomorrow

Top Words in Tweet in G9:
[26] hallmark
[25] channel
[16] hallmarkchannel
[16] chesapeakeshores
[10] orymeghancom
[8] returns
[8] chessies
[7] chesapeakeshore
[7] meant
[7] chespeakeshores

Top Words in Tweet in G10:
[23] hallmark
[20] channel
[20] youtube
[9] video
[7] added
[7] playlist
[6] movie
[5] 2016
[5] diy
[5] home

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[966] hallmark,channel
[172] summer,nights
[95] calls,heart
[84] season,5
[83] gets,season
[82] heart,gets
[82] 5,premiere
[82] premiere,date
[81] nights,sweepstakes
[80] nights,hallmark

Top Word Pairs in Tweet in G1:
[441] hallmark,channel
[164] summer,nights
[81] nights,sweepstakes
[79] nights,hallmark
[76] sweepstakes,summer
[26] chesapeake,shores
[25] home,family
[24] watching,hallmark
[22] shores,hallmark
[19] channel,movie

Top Word Pairs in Tweet in G2:
[40] hallmark,channel
[36] preview,hallmarkchannel's
[30] premiering,sunday
[30] sunday,videoclips
[29] love,shore
[27] hallmarkchannel's,chesapeakeshores
[27] chesapeakeshores,s2
[27] s2,premiering
[22] season,2
[19] hallmarkchannel's,summernights

Top Word Pairs in Tweet in G3:
[68] calls,heart
[62] heart,gets
[62] gets,season
[62] season,5
[62] 5,premiere
[62] premiere,date
[53] hallmark,channel
[46] hallmarkchannel,deadline
[41] date,hallmarkchannel
[41] deadline,wcth

Top Word Pairs in Tweet in G4:
[17] hallmark,channel
[13] hallmarkchannel,hallmarkmovie
[12] hallmarkmovie,hallmarkchannel
[8] thekathyjane,hallmarkmovie
[8] hallmarkchannel,kind
[8] kind,wishing
[8] wishing,hallmark
[8] hallmark,simplify
[8] simplify,hashtag
[8] hashtag,situation

Top Word Pairs in Tweet in G5:
[14] hallmark,channel
[10] loriloughlin,hallmarkchannel
[9] great,night
[9] night,hallmark
[9] hallmark,tca's
[9] tca's,hearties
[9] hearties,talked
[9] talked,night
[9] night,loriloughlin
[9] hallmarkchannel,hearties

Top Word Pairs in Tweet in G6:
[19] hallmarkchannel,hallmarkmovie
[11] hallmarkmovie,billabbotthc
[10] hallmark,hallmarkchannel
[7] mkl712,hallmarkchannel
[7] hallmarkchannel,happy
[7] happy,birthday
[7] birthday,hallmark
[7] hallmark,thank
[7] thank,bringing
[7] bringing,wholesome

Top Word Pairs in Tweet in G7:
[50] hallmark,hallmarkies
[48] fans,love
[48] love,hallmark
[48] hallmarkies,hallmarkmovie
[15] romance,mystery
[13] amwriting,romance
[12] open,submissions
[12] submissions,take
[12] take,look
[12] look,rwa2017

Top Word Pairs in Tweet in G8:
[14] hallmark,channel
[5] great,news
[5] news,variety's
[5] variety's,ecnyren
[5] ecnyren,announced
[5] announced,davidhaydnjones
[5] davidhaydnjones,cast
[5] cast,hallmarkchannel
[5] hallmarkchannel,bramble
[5] bramble,house

Top Word Pairs in Tweet in G9:
[25] hallmark,channel
[8] chesapeakeshores,returns
[7] chesapeakeshore,meant
[7] meant,hallmark
[7] chespeakeshores,new
[7] new,chapter
[7] chapter,hallmark
[6] orymeghancom,chesapeakeshore
[6] popular,hallmarkchannel
[6] hallmarkchannel,series

Top Word Pairs in Tweet in G10:
[16] hallmark,channel
[7] added,video
[7] video,youtube
[7] youtube,playlist
[4] home,family
[4] channel,youtube
[3] hallmark,movie
[3] movie,channel
[3] family,show
[3] chesapeake,shores

Top Replied-To
Top Replied-To in Entire Graph:
@hallmarkchannel
@loriloughlin
@amandaerighetti
@pamslay
@jessemetcalfe
@barbaraniven
@michellevicar
@nprmonkeysee
@rebeccastaab1
@andiemacdowell3

Top Replied-To in G2:
@hallmarkchannel
@amandaerighetti
@jessemetcalfe
@barbaraniven
@peter_porte
@melissa_tvjunky
@pamslay
@thriftyjinxy
@dpaulsonprods
@kathrynwanke

Top Replied-To in G3:
@andiemacdowell3
@michellevicar
@pamslay
@jaggies2814
@bethp9999
@huttonpascale
@coxcomm
@proudmawmawof3
@nicole5wheeler
@wcth_tv

Top Replied-To in G4:
@loriloughlin
@aprilbecher
@bellarkeism
@hallmarkmovie
@hallmarkchannel
@michellevicar
@soonerlakerfan
@makobiscribe
@thekathyjane
@mkl712

Top Replied-To in G5:
@loriloughlin
@rebeccastaab1
@stephanie759498
@erinkrakow
@jmkfn
@shannoncol1201
@sharonstark74
@mjwojtowitz
@littlebitty23
@candacecbure

Top Replied-To in G6:
@hallmarkchannel
@billabbotthc
@proudmawmawof3
@hallmark
@miznvm
@shawhelp
@allofmyhearttv
@denisemira1
@desireedeeanne
@chadrook

Top Replied-To in G7:
@lindapoitevin
@loistroutman
@komlosvirginia
@hallmarkpublish

Top Replied-To in G8:
@iceculinary
@spnfan65
@davidhaydnjones
@cbuonowritesu

Top Replied-To in G9:
@hallmarkchannel

Top Mentioned
Top Mentioned in Entire Graph:
@hallmarkchannel
@hallmarkmovie
@deadline
@michellevicar
@pamslay
@billabbotthc
@awonderfulmovie
@loriloughlin
@hallmark
@amymistretta

Top Mentioned in G1:
@sjfostersound

Top Mentioned in G2:
@hallmarkchannel
@rissijc
@amymistretta
@amandaerighetti
@mediavillagecom
@jessemetcalfe
@lukelovelessact
@billabbotthc

Top Mentioned in G3:
@hallmarkchannel
@deadline
@michellevicar
@hallmarkmovie
@pamslay
@awonderfulmovie
@countryliving
@billabbotthc
@andiemacdowell3
@hearstlive

Top Mentioned in G4:
@hallmarkmovie
@hallmarkchannel
@janettemsu
@thekathyjane
@michellevicar
@deadline
@trevdon
@dazzlegal
@hulu
@amazon

Top Mentioned in G5:
@hallmarkchannel
@loriloughlin
@hallmarkmovie
@jackwagnerhpk
@erinkrakow
@dlissing
@danicamckellar
@paulgreenemedia
@littlebitty23
@deadline

Top Mentioned in G6:
@hallmarkchannel
@hallmark
@hallmarkmovie
@billabbotthc
@desireedeeanne
@mkl712
@poulin5vanessa
@brennan_elliott
@proudmawmawof3
@pamslay

Top Mentioned in G7:
@cdnovelist
@hallmarkpublish
@hallmarkchannel
@bryndonovan
@loistroutman
@writingjen

Top Mentioned in G8:
@homeandfamilytv
@hallmarkchannel
@davidhaydnjones
@ecnyren
@variety
@hollywordsgroup
@endlessability
@chelsiehill
@cheshudinc
@ashleycmeverett

Top Mentioned in G9:
@hallmarkchannel
@orymeghancom
@lisacolang
@catholiccourier
@catholicnewssvc
@ullerupdaily
@tvinsider
@awonderfulmovie
@chesapeakefans
@amymistretta

Top Mentioned in G10:
@youtube
@bloglovin

Top Tweeters
Top Tweeters in Entire Graph:
@ronfeir
@steelslayermatt
@sarah052794
@wendyandcharles
@missfiyahwurkz
@hollywoodsblog
@rejoiceamerica
@live_coverage
@roni_lawin
@geauxgabby

Top Tweeters in G1:
@ronfeir
@steelslayermatt
@wendyandcharles
@missfiyahwurkz
@hollywoodsblog
@rejoiceamerica
@roni_lawin
@forgetmebot
@iluvscoops
@darkwiny

Top Tweeters in G2:
@ladava
@thewaitsover
@satrian
@rpopbox
@thriftyjinxy
@brydeborah
@tsrla
@brjericho7
@lisasamples
@tgately

Top Tweeters in G3:
@ruthhill74
@etcanada
@audreyandray
@tvwatchtower
@aliceb820
@deadline
@laurennickols
@mkcba
@unexpectedele
@jameslottjunior

Top Tweeters in G4:
@dannieasphall
@makobiscribe
@hollyrpeete
@dazzlegal
@deafangelboy23
@moonpeople
@aprilbecher
@aclarkcountry
@itv
@j2nashie7882kat

Top Tweeters in G5:
@people
@hbarkatt
@avatarsucks
@candacecbure
@littlebitty23
@marsupial524
@danicamckellar
@markybananas
@michelemccarrol
@rebeccastaab1

Top Tweeters in G6:
@telussupport
@shawhelp
@knovak832_novak
@mkl712
@bell_support
@buchholzdeanna
@luizaidahdzbtr
@30secondstoafi
@fkdavis
@brennan_elliott

Top Tweeters in G7:
@woodheat
@loistroutman
@lindapoitevin
@anabellebryant
@karmaisa3
@jeancgordon
@lrl8
@marymanners1
@dorahiers
@voyagerhero

Top Tweeters in G8:
@suzettepetillo
@variety
@hmc241114
@spnfan65
@momof3boysj
@jenniferfaye34
@homeandfamilytv
@dawnloreth
@iceculinary
@lgkmarketing

Top Tweeters in G9:
@catholicnewssvc
@leannabrannan
@arrow_true
@bobbischutte
@lisacolang
@orymeghancom
@mdekata
@3039_455
@tvinsider
@coachjonkaufman

Top Tweeters in G10:
@sarah052794
@fredalb
@youtube
@bestkinofanru
@mimibatson
@bloglovin
@lindsayannbakes
@sjcarras
@bdidlee
@doryjean