craignewmark, Twitter, 12/1/2021 8:32:23 PM, 267341


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craignewmark Twitter NodeXL SNA Map and Report for Wednesday, 01 December 2021 at 20:13 UTC
craignewmark Twitter NodeXL SNA Map and Report for Wednesday, 01 December 2021 at 20:13 UTC
From:
marc_smith
Uploaded on:
December 01, 2021
Short Description:
craignewmark via NodeXL https://bit.ly/3lsMF3L
@craignewmark
@givingclassroom
@donorschoose
@potus
@meganchmura
@amckeever6654
@twainus
@sfgatesphd
@cnn
@brianstelter

Top hashtags:
#givingtuesday
#donorschoose
#givingtuesday2021
#teachertwitter
#twitter
#literacy

Description:
Description
The graph represents a network of 1,734 Twitter users whose recent tweets contained "craignewmark", 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 Wednesday, 01 December 2021 at 20:20 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 51-minute period from Monday, 22 November 2021 at 23:21 UTC to Wednesday, 01 December 2021 at 20:13 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 : 1734
Unique Edges : 5070
Edges With Duplicates : 4808
Total Edges : 9878
Number of Edge Types : 5
MentionsInRetweet : 4628
Mentions : 2872
Replies to : 745
Retweet : 1486
Tweet : 147
Self-Loops : 189
Reciprocated Vertex Pair Ratio : 0.0797745131533994
Reciprocated Edge Ratio : 0.147761430153457
Connected Components : 10
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1719
Maximum Edges in a Connected Component : 9864
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.371894
Graph Density : 0.00210347877652809
Modularity : 0.359656
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,734 Twitter users whose recent tweets contained "craignewmark", 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 Wednesday, 01 December 2021 at 20:20 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 51-minute period from Monday, 22 November 2021 at 23:21 UTC to Wednesday, 01 December 2021 at 20:13 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : craignewmark
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:
[60] https://www.donorschoose.org/giving/the-underdog-giving-page/21726101/?active=true
[47] https://www.donorschoose.org/project/seat-sack-storage-for-smart-successful/5770066/?challengeid=21726101
[41] https://www.donorschoose.org/hopespringsanew?active=true
[30] https://twitter.com/craignewmark/status/1463868329077006336
[25] https://www.donorschoose.org/project/book-trees/5985747/?challengeid=21726101
[24] https://www.donorschoose.org/project/teachers-helping-teachers-help-students/5992295/?utm_source=dc&utm_medium=directlink&utm_campaign=project&utm_term=unknown&rf=directlink-dc-2021-11-project-unknown
[23] https://www.donorschoose.org/giving/kindness-rocks/21606976/?active=true
[22] https://www.donorschoose.org/project/science-center/6035695/?challengeid=21726101
[20] https://mazon.org/events/servingthosewhoserve/
[19] https://twitter.com/craignewmark/status/1463086009705545730

Top URLs in Tweet in G1:
[9] https://checkout.fundjournalism.org/memberform?org_id=maynardinstitute&campaign=7014O000001q7sMQAQ
[8] https://medium.com/freely-sharing-the-sum-of-all-knowledge/creating-culture-of-online-safety-wikipedias-security-team-rises-to-new-cyber-challenges-ca569fc28550?source=friends_link&sk=2afc4c54cc64a9d6ba05955165772962
[7] https://www.donorschoose.org/project/news-around-the-globe/6017680/?utm_source=dc&utm_medium=twitter&utm_campaign=thank_you_page_ppf&utm_term=teacher_7842681&rf=twitter-dc-2021-11-thank_you_page_ppf-teacher_7842681&challengeid=21840060
[7] https://medium.com/freely-sharing-the-sum-of-all-knowledge/creating-culture-of-online-safety-wikipedias-security-team-rises-to-new-cyber-challenges-ca569fc28550
[6] https://www.donorschoose.org/project/seat-sack-storage-for-smart-successful/5770066/?challengeid=21726101
[6] https://mazon.org/events/servingthosewhoserve/
[6] https://www.donorschoose.org/project/brrr-its-cold-outside/6035290/
[6] https://iava.org/press_releases/iraq-and-afghanistan-veterans-of-america-receives-200k-matching-donation-from-craig-newmark-philanthropies/
[5] https://www.donorschoose.org/project/fashion-design/5994396/?utm_source=dc&utm_medium=page&utm_campaign=project&utm_term=teacher_609572&rf=page-dc-2021-11-project-teacher_609572&challengeid=69213
[4] https://www.donorschoose.org/hopespringsanew?active=true

Top URLs in Tweet in G2:
[54] https://www.donorschoose.org/giving/the-underdog-giving-page/21726101/?active=true
[41] https://www.donorschoose.org/project/seat-sack-storage-for-smart-successful/5770066/?challengeid=21726101
[24] https://www.donorschoose.org/project/book-trees/5985747/?challengeid=21726101
[21] https://www.donorschoose.org/giving/kindness-rocks/21606976/?active=true
[20] https://www.donorschoose.org/project/science-center/6035695/?challengeid=21726101
[15] https://www.donorschoose.org/project/what-we-want-to-read-pt-2/5923636/?challengeid=21564633
[15] https://www.donorschoose.org/project/laminating-machine/6005969/?challengeid=21564633
[14] https://www.donorschoose.org/project/stand-up-for-learning/5970277/?challengeid=21726101
[14] https://www.donorschoose.org/project/expo-markers-make-improved-writing-a-rea/5903967/?challengeid=21726101
[11] https://www.donorschoose.org/project/personal-space/5980610/?challengid=21726101

Top URLs in Tweet in G3:
[15] https://www.donorschoose.org/project/teachers-helping-teachers-help-students/5992295/?utm_source=dc&utm_medium=directlink&utm_campaign=project&utm_term=unknown&rf=directlink-dc-2021-11-project-unknown
[11] https://www.donorschoose.org/project/colorful-kindergarten/6004995/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_771586&rf=twitter-dc-2021-11-project-teacher_771586&challengeid=131012&%24web_only=true&_branch_match_id=link-993730422804989735
[6] https://www.donorschoose.org/project/cricut-creativity/5922948/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_1892840&rf=twitter-dc-2021-11-teacherhub-teacher_1892840&challengeid=359907&%24web_only=true&_branch_match_id=link-994015112784008395
[5] https://www.donorschoose.org/project/making-it-a-christmas-to-remember/6042862/?utm_source=dc&utm_medium=twitter&utm_campaign=ifproject&utm_term=teacher_5754438&rf=twitter-dc-2021-11-ifproject-teacher_5754438&challengeid=21257749&%24web_only=true&_branch_match_id=link-994248130542574103
[5] https://www.donorschoose.org/project/ixl-science-for-school-or-home-practice/5997342/?utm_source=dc&utm_medium=directlink&utm_campaign=teacherhub&utm_term=teacher_7825093&rf=directlink-dc-2021-11-teacherhub-teacher_7825093&challengeid=21739232
[4] https://www.donorschoose.org/project/tis-the-season-for-good-boys-and-girls/5971332/
[4] https://twitter.com/SimmsLibrary/status/1465809959791304706
[4] https://www.donorschoose.org/project/a-light-table-makes-learning-fun/5756297/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_4833674&rf=twitter-dc-2021-11-teacherhub-teacher_4833674&challengeid=21012495&%24web_only=true&_branch_match_id=link-994280179186245157
[4] https://www.donorschoose.org/project/the-language-of-learning/6012693/?challengeid=21606976
[3] https://www.donorschoose.org/project/ipad-station-creations/6040792/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_6254610&rf=twitter-dc-2021-11-teacherhub-teacher_6254610&challengeid=21353428&%24web_only=true&_branch_match_id=link-994257320275478562

Top URLs in Tweet in G4:
[19] https://twitter.com/craignewmark/status/1463086009705545730
[14] https://mazon.org/events/servingthosewhoserve/
[6] https://www.glwd.org/craigsmatch
[5] https://give.glwd.org/give/353769/#!/donation/checkout?utm_source=social&utm_campaign=22YEE&c_src=SO
[4] https://www.militarytimes.com/pay-benefits/mil-money/2021/11/10/advocates-call-for-urgent-action-to-end-military-veteran-food-insecurity/
[4] https://twitter.com/J__Velasquez/status/1465366524001198082
[3] https://twitter.com/humaabedin/status/1465769824110485510
[3] https://www.youtube.com/watch?v=kAqMC3RpLJo&feature=youtu.be

[3] https://www.kbtx.com/2021/11/24/food-insecurity-impacts-many-military-members-veterans/
[2] https://www.gofundme.com/f/plenty-to-eat-food-pantry?utm_campaign=p_cp+share-sheet&utm_medium=copy_link_all&utm_source=customer

Top URLs in Tweet in G5:
[24] https://www.donorschoose.org/hopespringsanew?active=true
[6] https://www.donorschoose.org/project/happy-holidays-little-kindergartners/6009070/?challengeid=21426532
[4] https://twitter.com/sandra_teach7th/status/1463360068880150532
[4] https://www.donorschoose.org/project/stemulating-our-minds/6038964/?challengeid=304297
[3] https://www.donorschoose.org/project/label-up/5896681/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_3881881&rf=twitter-dc-2021-11-teacherhub-teacher_3881881&challengeid=20842248&%24web_only=true&_branch_match_id=link-994358104195499684
[3] https://www.donorschoose.org/project/help-me-give-the-gift-of-art/5946777/?challengeid=21684973
[3] https://www.donorschoose.org/giving/small-towns-big-dreams/21555828/?active=true
[3] https://www.donorschoose.org/project/news-around-the-globe/6017680/?utm_source=dc&utm_medium=twitter&utm_campaign=thank_you_page_ppf&utm_term=teacher_7842681&rf=twitter-dc-2021-11-thank_you_page_ppf-teacher_7842681&challengeid=21840060
[2] https://twitter.com/hadleyh98/status/1464054943485153282
[2] https://www.donorschoose.org/project/dear-santa-please-send-boomwhackers/5963775/?challengeid=165276

Top URLs in Tweet in G6:
[2] https://twitter.com/torproject/status/1465770308304998403
[1] https://twitter.com/torproject/status/1465389267509600261
[1] https://twitter.com/torproject/status/1465434341127852033

Top URLs in Tweet in G7:
[17] https://twitter.com/craignewmark/status/1463868329077006336
[5] https://www.donorschoose.org/mrs-wilde-wve
[1] https://www.donorschoose.org/project/build-me-up/6022575/?challengeid=208861
[1] https://twitter.com/caitcfr/status/1465742322818334725

Top URLs in Tweet in G8:
[9] https://www.teachersalaryproject.org/
[6] https://www.donorschoose.org/project/not-so-basic-basics/5995210/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_5105029&rf=twitter-dc-2021-11-teacherhub-teacher_5105029&challengeid=21131405&%24web_only=true&_branch_match_id=link-994163419338584687
[5] https://twitter.com/martha_gautier/status/1465669270973603841
[5] https://www.donorschoose.org/project/start-with-hello/5677330/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=unknown&rf=twitter-dc-2021-11-project-unknown&%24web_only=true&_branch_match_id=link-992030250161694538
[4] https://www.donorschoose.org/project/financial-store/6017758/?utm_source=dc&utm_medium=page&utm_campaign=project&utm_term=teacher_1879348&rf=page-dc-2021-11-project-teacher_1879348&challengeid=307936
[4] https://www.donorschoose.org/project/100th-day-celebration/6039486/?challengeid=208861
[3] https://www.donors-choose.org/project/classroom-gifts-to-celebrate-the-holiday/6041728/?utm_source=dc&utm_medium=directlink&utm_campaign=teacherhub&utm_term=teacher_4569418&rf=directlink-dc-2021-11-teacherhub-teacher_4569418&challengeid=21606976
[2] https://www.donorschoose.org/project/12-groovy-days-of-christmas/6019200/
[2] https://twitter.com/itsmrsEspinoza/status/1463200048754270208
[1] https://www.donorschoose.org/project/help-help-roaring-tummies-ahead/5863287/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_4481131&rf=twitter-dc-2021-11-teacherhub-teacher_4481131&challengeid=20942888&%24web_only=true&_branch_match_id=link-994236787081038779

Top URLs in Tweet in G10:
[3] https://yoursosteam.wordpress.com/report-an-incident/?frame-nonce=f67aab6f61
[2] https://yoursosteam.wordpress.com/toxic-avenger-november-2021/
[1] https://womeninjournalism.org/reports-2/cfwij-calls-for-global-attention-to-end-violence-against-women-journalists-now

Top Domains
Top Domains in Tweet in Entire Graph:
[1278] donorschoose.org
[339] twitter.com
[23] mazon.org
[16] classroomgiving.org
[16] ssrc.org
[15] medium.com
[14] fundjournalism.org
[13] glwd.org
[10] washingtonpost.com
[10] cnn.com

Top Domains in Tweet in G1:
[323] donorschoose.org
[128] twitter.com
[15] medium.com
[13] fundjournalism.org
[8] mazon.org
[8] washingtonpost.com
[8] cnn.com
[6] iava.org
[5] trendingcontent.com
[4] taketheleadwomen.com

Top Domains in Tweet in G2:
[610] donorschoose.org
[76] twitter.com
[13] classroomgiving.org
[2] google.com
[2] donors-choose.org
[1] donorschoo.se

Top Domains in Tweet in G3:
[230] donorschoose.org
[30] twitter.com
[3] classroomgiving.org
[2] justgiving.com
[1] economist.com
[1] classy.org
[1] paper.li
[1] donorschoo.se

Top Domains in Tweet in G4:
[32] twitter.com
[15] mazon.org
[11] glwd.org
[4] militarytimes.com
[3] youtube.com
[3] kbtx.com
[2] gofundme.com
[2] bobwoodrufffoundation.org
[2] classy.org
[2] radian6.com

Top Domains in Tweet in G5:
[58] donorschoose.org
[9] twitter.com

Top Domains in Tweet in G6:
[4] twitter.com

Top Domains in Tweet in G7:
[18] twitter.com
[6] donorschoose.org

Top Domains in Tweet in G8:
[25] donorschoose.org
[9] twitter.com
[9] teachersalaryproject.org
[3] donors-choose.org

Top Domains in Tweet in G10:
[5] wordpress.com
[1] womeninjournalism.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[424] givingtuesday
[253] donorschoose
[99] givingtuesday2021
[87] teachertwitter
[87] twitter
[36] literacy
[29] thanksgiving
[28] clearthelist
[28] birdwatching
[26] ca



Top Hashtags in Tweet in G1:
[135] givingtuesday
[54] donorschoose
[30] givingtuesday2021
[28] birdwatching
[22] birdcpp
[22] birdphotography
[21] teachertwitter
[18] twitternaturecommunity
[16] birds
[12] clearthelist

Top Hashtags in Tweet in G2:
[164] givingtuesday
[164] donorschoose
[76] twitter
[34] literacy
[25] ca
[23] givingtuesday2021
[21] teachertwitter
[20] ny
[20] science
[20] equityfocus

Top Hashtags in Tweet in G3:
[84] givingtuesday
[37] givingtuesday2021
[28] teachertwitter
[24] donorschoose
[13] clearthelist
[13] pleasert
[10] kindnessmatters
[7] twitter
[6] help
[5] title1

Top Hashtags in Tweet in G4:
[14] gotyour6
[11] thanksgiving
[11] veterans
[10] givingtuesday
[9] hunger
[6] veteran
[6] militaryfamilies
[4] military
[4] slimandnone
[4] buryit

Top Hashtags in Tweet in G5:
[13] givingtuesday
[11] teachertwitter
[7] donorschoose
[6] edutwitter
[4] safetyfirst
[4] togetherstronger
[3] equityfocus
[3] helpateacher
[2] givingtuesday2021
[2] allmeanall

Top Hashtags in Tweet in G7:
[7] givingtuesday2021
[4] sped
[2] donorschoose
[1] norules
[1] noregerts
[1] givingtuesday
[1] traumainformededucation
[1] yoga
[1] socialemotionallearning
[1] teacherlife

Top Hashtags in Tweet in G8:
[9] thanksgiving
[9] grateful
[9] teacher
[4] givingtuesday
[2] donorschoose
[1] boostday

Top Hashtags in Tweet in G9:
[6] happydecember
[6] gratitude

Top Hashtags in Tweet in G10:
[2] trollbusters
[2] toxicavenger
[1] onlinesafety
[1] onlineabuse
[1] cfwij

Top Words
Top Words in Tweet in Entire Graph:
[2302] craignewmark
[854] help
[666] donorschoose
[644] project
[504] please
[475] students
[437] #givingtuesday
[389] ynb
[388] classroom
[311] love

Top Words in Tweet in G1:
[708] craignewmark
[256] help
[174] project
[173] donorschoose
[144] #givingtuesday
[128] students
[124] please
[97] today
[95] love
[88] classroom

Top Words in Tweet in G2:
[844] craignewmark
[349] help
[286] ynb
[268] project
[254] please
[245] students
[215] donorschoose
[195] classroom
[166] #givingtuesday
[165] #donorschoose

Top Words in Tweet in G3:
[323] craignewmark
[213] donorschoose
[172] help
[142] project
[86] #givingtuesday
[85] please
[83] love
[83] classroom
[78] check
[70] bring

Top Words in Tweet in G4:
[114] craignewmark
[38] brianstelter
[35] cnn
[26] 000
[26] today
[26] address
[25] those
[24] senduckworth
[23] see
[23] interesting

Top Words in Tweet in G5:
[86] craignewmark
[37] ofc
[33] great
[28] projects
[24] help
[22] please
[21] project
[21] more
[18] time
[17] needs

Top Words in Tweet in G6:
[79] tor
[45] craignewmark
[43] wseltzer
[43] aspirationtech
[43] joncallas
[43] jespow
[39] last
[39] 000
[39] friends
[38] thank

Top Words in Tweet in G7:
[19] thank
[19] potus
[18] thanksgiving
[17] happy
[11] craignewmark
[7] #givingtuesday2021
[6] stanlevenson
[5] support
[4] #sped
[3] pls

Top Words in Tweet in G8:
[45] craignewmark
[29] pamwickham1
[25] donorschoose
[23] project
[21] students
[15] help
[15] support
[14] retweet
[12] wkamaubell
[10] today

Top Words in Tweet in G9:
[12] planetshark
[6] qq1325
[6] badmaryband
[6] amnichols
[6] ulrichjvv
[6] ajc
[6] johnmcgrathmb
[6] anntran_
[6] jeffsheehan
[6] glorybabyky

Top Words in Tweet in G10:
[5] online
[4] penamerica
[4] report
[4] craignewmark
[4] niemanlab
[3] receiving
[3] abusive
[3] messages
[3] incidents
[3] trollbusters

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[201] help,bring
[190] love,help
[175] bring,project
[169] project,life
[169] ynb,craignewmark
[167] classroom,donorschoose
[156] check,classroom
[148] donorschoose,love
[124] craignewmark,co
[121] lesdoggg,craignewmark

Top Word Pairs in Tweet in G1:
[59] help,bring
[54] love,help
[54] project,life
[48] bring,project
[44] please,help
[43] classroom,donorschoose
[42] check,classroom
[41] donorschoose,love
[33] craignewmark,donorschoose
[28] being,matched

Top Word Pairs in Tweet in G2:
[134] ynb,craignewmark
[116] craignewmark,co
[88] lesdoggg,craignewmark
[64] help,bring
[64] rarely,funded
[57] love,help
[55] please,share
[55] tax,deductible
[54] bring,project
[49] classroom,donorschoose

Top Word Pairs in Tweet in G3:
[64] love,help
[63] help,bring
[61] classroom,donorschoose
[61] bring,project
[60] check,classroom
[60] project,life
[55] donorschoose,love
[46] craignewmark,donorschoose
[25] please,help
[24] craignewmark,ynb

Top Word Pairs in Tweet in G4:
[19] brianstelter,oliverdarcy
[19] interesting,see
[19] see,reliablesources
[19] reliablesources,finds
[19] finds,newsworthy
[19] newsworthy,doesn
[19] doesn,ignoring
[19] ignoring,waukesha
[19] waukesha,mass
[19] mass,murders

Top Word Pairs in Tweet in G5:
[16] sacca,crystale
[16] crystale,craignewmark
[13] ofc,needs
[13] needs,coffers
[13] coffers,bare
[13] bare,great
[13] great,time
[13] time,year
[13] year,happen
[13] happen,santa

Top Word Pairs in Tweet in G6:
[43] craignewmark,wseltzer
[43] wseltzer,aspirationtech
[43] aspirationtech,joncallas
[43] joncallas,jespow
[39] friends,tor
[38] thank,single
[38] single,donor
[38] donor,tor
[38] tor,last
[38] last,month

Top Word Pairs in Tweet in G7:
[17] happy,thanksgiving
[17] thanksgiving,potus
[17] potus,thank
[5] craignewmark,stanlevenson
[2] #givingtuesday2021,pls
[2] #sped,craignewmark
[2] stanlevenson,lauraedwards86
[2] craignewmark,thank
[2] pls,support
[2] support,craignewmark

Top Word Pairs in Tweet in G8:
[13] pamwickham1,craignewmark
[12] donorschoose,project
[12] craignewmark,pamwickham1
[11] pamwickham1,wkamaubell
[9] retweet,pamwickham1
[9] #thanksgiving,#grateful
[9] #grateful,many
[9] many,leaders
[9] leaders,voicing
[9] voicing,support

Top Word Pairs in Tweet in G9:
[6] planetshark,qq1325
[6] qq1325,badmaryband
[6] badmaryband,amnichols
[6] amnichols,ulrichjvv
[6] ulrichjvv,ajc
[6] ajc,johnmcgrathmb
[6] johnmcgrathmb,anntran_
[6] anntran_,jeffsheehan
[6] jeffsheehan,glorybabyky
[6] glorybabyky,thehrplug

Top Word Pairs in Tweet in G10:
[3] receiving,abusive
[3] abusive,messages
[3] messages,online
[3] online,report
[3] report,incidents
[3] incidents,trollbusters
[3] trollbusters,#onlinesafety
[3] #onlinesafety,#onlineabuse
[3] #onlineabuse,icfj
[3] icfj,nlgja

Top Replied-To
Top Replied-To in Entire Graph:
@craignewmark
@kasmom24
@bex0613
@noupside
@furryfriendsdc
@lesdoggg
@givingtuesday
@angelahilse1
@alaneadamsbooks
@planetshark

Top Replied-To in G1:
@craignewmark
@noupside
@theauthorguy
@susanorlean
@ant_pruitt
@givingtuesday
@alaneadamsbooks
@stanlevenson
@balliettbrad
@dalperovitch

Top Replied-To in G2:
@craignewmark
@kasmom24
@furryfriendsdc
@lesdoggg
@angelahilse1
@fionasmomma
@nancyzazulka
@coachcoba
@laura15edwards
@laura_goodner

Top Replied-To in G3:
@craignewmark
@bex0613
@helpateacher
@givingtuesday
@redrosesforame1
@jeanneenabottle
@audreyberthelot
@stanlevenson
@fetchteach

Top Replied-To in G4:
@craignewmark
@cnn
@toddduso
@amdougherty
@bwforg
@humaabedin
@jliamk
@chrismontoya302
@jessthemesstake
@thevivafrei

Top Replied-To in G5:
@craignewmark
@hadleyh98
@fitandfunplay
@eigna07ang
@sandrain2nd
@givingtuesday
@stanlevenson
@ramsey_penny

Top Replied-To in G6:
@mattiaoki
@hackerncoder
@torproject
@craignewmark

Top Replied-To in G7:
@craignewmark
@guycivics

Top Replied-To in G8:
@craignewmark

Top Replied-To in G9:
@planetshark

Top Replied-To in G10:
@craignewmark

Top Mentioned
Top Mentioned in Entire Graph:
@craignewmark
@donorschoose
@ynb
@stanlevenson
@lesdoggg
@wkamaubell
@loudphillips
@krockspage
@alaneadamsbooks
@helpingteach

Top Mentioned in G1:
@craignewmark
@donorschoose
@stanlevenson
@ynb
@lesdoggg
@helpingteach
@krockspage
@benyt
@alaneadamsbooks
@gatesfoundation

Top Mentioned in G2:
@craignewmark
@ynb
@donorschoose
@wkamaubell
@lesdoggg
@stanlevenson
@loudphillips
@krockspage
@alaneadamsbooks
@thekjohnston

Top Mentioned in G3:
@craignewmark
@donorschoose
@ynb
@lesdoggg
@stanlevenson
@tmobile
@krockspage
@teacherscare101
@amazon
@helpateacher

Top Mentioned in G4:
@craignewmark
@brianstelter
@cnn
@senduckworth
@oliverdarcy
@reliablesources
@feedingamerica
@godslovenyc
@bwforg
@mil_fanet

Top Mentioned in G5:
@craignewmark
@sacca
@crystale
@pithyataraxian
@donorschoose
@ynb
@hornescience
@rondagamblelms
@educator1113
@creativedtechie

Top Mentioned in G6:
@craignewmark
@wseltzer
@aspirationtech
@joncallas
@jespow
@torproject
@hackerncoder

Top Mentioned in G7:
@potus
@craignewmark
@stanlevenson
@lauraedwards86
@flotus
@sumrthyme
@beansandbrews
@starbucks
@sjtanner79
@csdedfoundation

Top Mentioned in G8:
@craignewmark
@pamwickham1
@donorschoose
@wkamaubell
@arneduncan
@doloreszenon
@villanuevabeard
@sydneychaffee
@bethhbsc
@ronnnozoe

Top Mentioned in G9:
@qq1325
@badmaryband
@amnichols
@ulrichjvv
@ajc
@johnmcgrathmb
@anntran_
@jeffsheehan
@glorybabyky
@thehrplug

Top Mentioned in G10:
@penamerica
@niemanlab
@icfj
@nlgja
@transja
@sajahq
@womenjournos
@cfwij
@craignewmark
@knightfdn

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@sectest9
@united
@yarosisnancy
@cybersecurityn8
@chipotletweets
@rapplerdotcom
@jjj5819
@shieldvoc
@morgfair

Top Tweeters in G1:
@united
@theriverwanders
@nytimes
@nefariousnewt
@pittsburghpg
@booksandquills2
@mathewi
@clarajeffery
@joshgondelman
@moorehn

Top Tweeters in G2:
@yarosisnancy
@chipotletweets
@morgfair
@walmart
@amaliada
@amedawg18
@bwcdeals
@margaret_aduffy
@dongthagenius
@jm_rives

Top Tweeters in G3:
@jjj5819
@tmobile
@terrillcharming
@staplesstores
@twitchtvgaming
@armyofwomack
@gma
@necn
@nbcnewyork
@eurocentrique

Top Tweeters in G4:
@businessinsider
@cnn
@spacereportern1
@raoces
@johnlaprise
@msnbc
@fiddlerforest
@brandonsblog
@brianstelter
@lennondac

Top Tweeters in G5:
@andrewmorrisuk
@vonwolf9
@massagedocmi
@mezzopwr
@kittii31
@seahawksteacher
@sandra_teach7th
@anthony_w82
@santaclausgifts
@fitzhughsabrina

Top Tweeters in G6:
@youranonriots
@comeh2o
@beerdhead
@kushaldas
@barrysteeletnl
@kramse
@btcfork
@dietzch
@obin4obin
@alyciamsnow

Top Tweeters in G7:
@joanisparkles
@stacymichelleb
@artis_elemental
@crlulukat
@cammac491
@starbucks
@truefactsstated
@lestes1242
@senecatrust
@glenngriffin8

Top Tweeters in G8:
@ashleerenayy
@rcham220
@davekerpen
@deestem_teach
@nancienorton
@popcornandwater
@sumrthyme
@jetwoman29
@rescuemehart
@tduenes1

Top Tweeters in G9:
@tripletsfan19
@gigirules7
@davidlogan2020
@drkysela
@ajc
@jeffsheehan
@gary_loper
@eldiablo0786
@markthespaman
@ranal55

Top Tweeters in G10:
@sectest9
@cybersecurityn8
@rapplerdotcom
@mariaressa
@knightfdn
@niemanlab
@penamerica
@icfj
@womenjournos
@mediaghosts


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