socialgood, Twitter, 10/29/2019 9:11:11 AM, 214644


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socialgood_2019-10-29_01-53-38.xlsx
socialgood_2019-10-29_01-53-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 29, 2019
Short Description:
socialgood via NodeXL http://bit.ly/2MUISeR
@elias_me_em
@plus_socialgood
@shortyawards
@un
@fentonprogress
@sree
@socapmarkets
@akpatanoel
@fightingforfitn
@retweetbossman

Top hashtags:
#socialgood
#nonprofit
#donate
#charity
#dogood
#change
#fundraising
#volunteer

Description:
Description
The graph represents a network of 2,258 Twitter users whose tweets in the requested range contained "socialgood", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 October 2019 at 08:54 UTC.

The requested start date was Sunday, 27 October 2019 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 13-day, 23-hour, 45-minute period from Sunday, 13 October 2019 at 00:14 UTC to Sunday, 27 October 2019 at 00:00 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 : 2258
Unique Edges : 2901
Edges With Duplicates : 1544
Total Edges : 4445
Number of Edge Types : 3
Mentions : 3601
Tweet : 759
Replies to : 85
Self-Loops : 759
Reciprocated Vertex Pair Ratio : 0.0461909686315064
Reciprocated Edge Ratio : 0.0883031301482702
Connected Components : 406
Single-Vertex Connected Components : 183
Maximum Vertices in a Connected Component : 1185
Maximum Edges in a Connected Component : 3011
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.082058
Graph Density : 0.000595529389326308
Modularity : 0.661242
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,258 Twitter users whose tweets in the requested range contained "socialgood", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 October 2019 at 08:54 UTC.

The requested start date was Sunday, 27 October 2019 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 13-day, 23-hour, 45-minute period from Sunday, 13 October 2019 at 00:14 UTC to Sunday, 27 October 2019 at 00:00 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 : GraphServerTwitterSearch
Graph Term : socialgood
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:
[63] http://humanesociety.org/
[40] http://www.shamidaethiopia.com
[40] https://shortyawards.com/4th-socialgood/finalists
[16] https://changeangel.io/
[16] http://smile.amazon.com/gp/chpf/homepage/153-0716515-9276711?ie=UTF8&ein=36-4809117&ref_=smi_ext_ch_36-4809117_cl
[15] https://www.iste.org
[14] http://webpromotionhub.blogspot.com/2010/11/is-twitter-useful-to-promote-websites.html
[14] https://www.care.org
[11] https://www.sramanamitra.com/2019/10/17/blackbaud-1mby1m-social-good-startup-challenge-launches/
[8] https://www.gofundme.com/f/wf8nq8-cosmetology-mom

Top URLs in Tweet in G1:
[34] https://shortyawards.com/4th-socialgood/finalists
[4] https://shortyawards.com/4th-socialgood/cammo-healing-through-song-2
[3] https://shortyawards.com/4th-socialgood/pbtf-memory-loss
[2] https://shortyawards.com/4th-socialgood/nokidsincages
[2] https://shortyawards.com/4th-socialgood/you-make-it-challenge-2?utm_campaign=MultiInitiative_MultiAudience_NA_UnitedStates_EN_CMP-02492-J5G9Y2&utm_source=Twitter&utm_medium=Social-Organic
[2] https://shortyawards.com/4th-socialgood/she-can-stem
[2] https://shortyawards.com/4th-socialgood/for-my-parents-they-came-with-nothing-and-gave-me-everything
[2] https://shortyawards.com/category/4th-socialgood/arts-culture
[2] https://shortyawards.com/4th-socialgood/unicef-campaign
[2] https://shortyawards.com/4th-socialgood/the-magic-snow-globe

Top URLs in Tweet in G2:
[6] https://www.gofundme.com/f/aleta039s-dream-traveling-art-amp-craft-mobile?utm_source=customer&utm_medium=copy_link&utm_campaign=p_cp+share-sheet
[6] http://www.marcjr.org
[6] https://nadimo.com/085-selling-limited-edition-for-the-social-good/
[5] https://www.youtube.com/watch?v=SOSVUQiteec&feature=youtu.be

[5] http://webpromotionhub.blogspot.com/2010/11/is-twitter-useful-to-promote-websites.html
[3] https://www.peoplesneeds.org/donate
[2] https://www.instagram.com/p/B3kiTVchGu6/
[2] https://mindfulmomma.com/10-ways-to-be-a-conscious-consumer/
[2] https://www.youtube.com/watch?utm_sq=g0kp77200f&v=I5UBikauIQM&utm_source=Twitter&utm_medium=social&utm_campaign=SocialMagnets1&utm_content=Inspiration
[2] https://www.youtube.com/watch?utm_sq=g0kor5elff&v=pb7_YJp9bVA&utm_source=Twitter&utm_medium=social&utm_campaign=SocialMagnets1&utm_content=Inspiration

Top URLs in Tweet in G3:
[3] https://medium.com/@plus_socialgood/pwd-can-a-look-at-the-status-of-the-person-with-disabilities-the-worlds-largest-minority-765ff0f13b4b?source=friends_link&sk=714265cdd75f46a067954150c5fda0ae
[3] https://twitter.com/plus_socialgood/status/1184198336309612544
[3] https://medium.com/@plus_socialgood/3-takeaways-from-the-first-ever-youth-climate-action-summit-c3ff2ce39b69?source=friends_link&sk=184e6fe2e0db9c99d39c7ae7d8cc63c3
[2] https://medium.com/@plus_socialgood/engaging-employer-partners-to-commit-to-job-placements-for-women-in-tech-e98fc2aebaed?source=friends_link&sk=0ee2190470fbc4eb1038edeb0ab92e87
[2] https://medium.com/@plus_socialgood/change-the-world-and-have-fun-doing-it-9a3f5a5e28b4?source=friends_link&sk=fd45e9a84ed07e647b274b2496a4f34d
[2] https://medium.com/@plus_socialgood/amazon-is-burning-our-future-generations-are-at-risk-81c496ff5753?source=friends_link&sk=9742945aa4eeb2832a3c1ce83fc5c1ab
[2] https://medium.com/@plus_socialgood/wearing-pollution-fashion-climate-change-and-our-future-549606cca809?source=friends_link&sk=54372f8945a172e4c1ab9d741e5320e8
[2] https://medium.com/@plus_socialgood/hi-global-citizens-happy-un-day-94d3a5ea868a?source=friends_link&sk=9b2815c8befd39543efba5815e533f9a
[2] https://medium.com/@plus_socialgood/sdg-4-quality-education-cotton-on-and-girl-up-collaborate-to-expand-access-for-girls-abb6a46e086b?source=friends_link&sk=08f0c601bfab3efc600ceb755519de0d
[2] https://medium.com/@plus_socialgood/young-people-at-the-forefront-united-nations-general-assembly-week-3a0b2801f83c?source=friends_link&sk=61d1b59f1e14a306441a1f64568493bf

Top URLs in Tweet in G4:
[16] http://smile.amazon.com/gp/chpf/homepage/153-0716515-9276711?ie=UTF8&ein=36-4809117&ref_=smi_ext_ch_36-4809117_cl
[9] http://webpromotionhub.blogspot.com/2010/11/is-twitter-useful-to-promote-websites.html
[7] http://womenspowerbook.org/articles/Despite-Millennia-of-Oppression-Why-Did-Not-The-Lower-Caste-And-The-Untouchables-Revolt-Against-The-Indian-Upper-Caste.htm
[6] https://www.redhat.com/en/about/community-social-responsibility?sc_cid=701f2000000tyBjAAI
[6] https://it.ly/2oySGBH
[5] https://www.fundscribe.com/
[4] https://www.statista.com/chart/12315/the-most-generous-countries-in-the-world/
[3] https://impactcity.nl/policy-isnt-boring-its-whats-driving-europes-social-economy/
[3] http://impactfest.nl/meet-ups/reversed-pitching/
[3] https://biggerthanme.co.za/blog/tiktok-tips-social-impact-campaigns/

Top URLs in Tweet in G5:
[2] https://mashable.com/article/single-use-plastic-challenge/?utm_cid=mash-com-Tw-socgood-link%23LrBZsfKOJcqY
[2] https://mashable.com/article/indigenous-peoples-day-2019/?utm_medium=twitter&utm_cid=mash-com-Tw-socgood-link%23LrBZsfKOJcqY&utm_content=socialgood&utm_source=social&utm_campaign=mash-com-tw-main-link
[2] http://theglobaleducationreport.com/?edition_id=11483bf0-ef8b-11e9-8868-0cc47a0d1609
[1] https://mashable.com/article/burning-man-leave-no-trace/?utm_cid=mash-com-Tw-socgood-link%23LrBZsfKOJcqY
[1] https://mashable.com/article/lego-replay-donation/?utm_campaign=mash-com-tw-main-link&utm_content=socialgood&utm_cid=mash-com-Tw-socgood-link%23LrBZsfKOJcqY&utm_medium=twitter&utm_source=social
[1] https://mashable.com/article/typhoon-hagibis-photos/?utm_content=socialgood&utm_campaign=mash-com-tw-main-link&utm_medium=twitter&utm_source=social&utm_cid=mash-com-Tw-socgood-link%23LrBZsfKOJcqY
[1] https://trib.al/Rrd3bym?utm_cid=mash-com-Tw-socgood-link%23LrBZsfKOJcqY
[1] https://mashable.com/article/celebrities-hypocrites-extinction-rebellion/?utm_source=social&utm_medium=twitter&utm_campaign=mash-com-Tw-socgood-link&utm_cid=mash-com-Tw-socgood-link%23LrBZsfKOJcqY
[1] https://mashable.com/video/elijah-cummings-first-house-speech/?utm_cid=mash-com-Tw-socgood-link%23LrBZsfKOJcqY&utm_content=socialgood&utm_source=social&utm_medium=twitter&utm_campaign=mash-com-tw-main-link
[1] https://mashable.com/article/chick-fil-a-uk-closing-location/?utm_source=social&utm_campaign=mash-com-tw-main-link&utm_cid=mash-com-Tw-socgood-link%23LrBZsfKOJcqY&utm_medium=twitter&utm_content=socialgood

Top URLs in Tweet in G6:
[63] http://humanesociety.org/
[13] https://www.care.org
[1] https://eighto2shop.com/products/take-it-in-strides-tank
[1] https://youtu.be/DsHrxogq9ZE
[1] https://www.youtube.com/watch?v=uOGpB2RP08Y&feature=youtu.be

[1] https://eighto2shop.com/collections/vh1-save-the-music

Top URLs in Tweet in G7:
[3] https://campaign.blackbaud.com/social-responsibility
[2] http://www.twitch.tv/
[1] https://www.youtube.com/watch?v=_lxLg7-DZD4&feature=youtu.be

[1] https://institute.blackbaud.com/explorer/
[1] http://info.gravyty.com/blog/gravyty-at-bbcon-2019?utm_campaign=bbcon2019&utm_content=103583640&utm_medium=social&utm_source=twitter&hss_channel=tw-3332204020
[1] https://twitter.com/blackbaud/status/1184126942087471111
[1] https://gaming.justgiving.com
[1] http://torontofoundation.ca/tvsgrants
[1] https://www.microsoft.com/inculture/musicxtech/lauv-ai-my-blue-thoughts/

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=2YVF841hxhQ&feature=youtu.be

[2] https://2019prsatristateconference.splashthat.com/?fbclid=IwAR0z0HnsiL68o59RwWGbBjpgw4Q_8ZRwqI3oqryxLKBb7RHAOHrNmgeE0aA
[1] https://twitter.com/OpenIDEO/status/1184911154885332997
[1] https://shortyawards.com/socialgood/?utm_source=rta&utm_medium=twitter&utm_campaign=sg4info
[1] https://2019prsatristateconference.splashthat.com
[1] https://twitter.com/Jamie_Shum237/status/1184125666612207617
[1] https://twitter.com/sohnsocialmedia/status/1184525773283254273
[1] https://twitter.com/SpinItSocial/status/1184476556573446144
[1] https://twitter.com/bvar/status/1184546527253020676?s=19
[1] https://www.youtube.com/channel/UCdAeN1t55TconjQ50Bhb8wA?view_as=subscriber

Top URLs in Tweet in G9:
[11] https://www.sramanamitra.com/2019/10/17/blackbaud-1mby1m-social-good-startup-challenge-launches/
[8] https://www.gofundme.com/f/wf8nq8-cosmetology-mom
[4] http://morethanmydiagnosis.blogspot.com/2019/10/books-everything-happens-for-reason-and_20.html
[3] https://www.facebook.com/donate/349640755916114/10157349092238830/
[1] https://twitter.com/paystand/status/1187084200307875840
[1] https://startsomegood.com/magic-diversitea-connecting-cultures
[1] https://startsomegood.com/accountability-mate-program
[1] http://startsomegood.com/
[1] https://twitter.com/blackbaud/status/1184914519090442246

Top URLs in Tweet in G10:
[15] https://www.iste.org
[6] https://www.mindyeti.com/v2/s/dashboard-v-17
[1] https://www.wbcsd.org/contentwbc/download/7538/120461
[1] https://id.iste.org/resources/product?id=4485&name=Teach+Boldly
[1] https://www.participatelearning.com/blog/4-reasons-to-teach-the-sustainable-development-goals/
[1] https://twitter.com/kayoluwaseundav/status/1187997383382183937

Top Domains
Top Domains in Tweet in Entire Graph:
[101] shortyawards.com
[85] twitter.com
[63] humanesociety.org
[51] medium.com
[40] shamidaethiopia.com
[31] youtube.com
[24] instagram.com
[24] linkedin.com
[22] mashable.com
[21] amazon.com

Top Domains in Tweet in G1:
[83] shortyawards.com
[4] instagram.com
[2] shortyw.in
[1] radian6.com
[1] fenton.com

Top Domains in Tweet in G2:
[14] twitter.com
[13] youtube.com
[12] lifesoleil.com
[9] instagram.com
[8] marcjr.org
[7] linkedin.com
[7] gofundme.com
[6] nadimo.com
[5] inc.com
[5] fandoro.com

Top Domains in Tweet in G3:
[43] medium.com
[9] twitter.com
[3] facebook.com
[2] unfoundation.org
[1] girlzftw.com
[1] youtube.com
[1] trib.al
[1] wfp.org
[1] consciousmagazine.co
[1] bit.ly

Top Domains in Tweet in G4:
[17] amazon.com
[9] impactfest.nl
[9] blogspot.com
[7] womenspowerbook.org
[6] fundscribe.com
[6] redhat.com
[6] it.ly
[5] twitter.com
[4] statista.com
[4] mckinsey.com

Top Domains in Tweet in G5:
[17] mashable.com
[2] theglobaleducationreport.com
[1] trib.al
[1] realizedworth.com
[1] ssir.org
[1] youtube.com
[1] paper.li

Top Domains in Tweet in G6:
[63] humanesociety.org
[13] care.org
[2] eighto2shop.com
[1] youtu.be
[1] youtube.com

Top Domains in Tweet in G7:
[4] blackbaud.com
[2] twitch.tv
[1] youtube.com
[1] gravyty.com
[1] twitter.com
[1] justgiving.com
[1] torontofoundation.ca
[1] microsoft.com

Top Domains in Tweet in G8:
[5] twitter.com
[3] youtube.com
[3] splashthat.com
[1] shortyawards.com
[1] linkedin.com

Top Domains in Tweet in G9:
[11] sramanamitra.com
[8] gofundme.com
[4] blogspot.com
[3] startsomegood.com
[3] facebook.com
[2] twitter.com

Top Domains in Tweet in G10:
[16] iste.org
[6] mindyeti.com
[1] wbcsd.org
[1] participatelearning.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1288] socialgood
[260] nonprofit
[238] donate
[218] charity
[208] dogood
[198] change
[192] fundraising
[178] volunteer
[144] causes
[136] community



Top Hashtags in Tweet in G1:
[16] socialgood
[12] rohingya
[10] nokidsincages
[6] shortyawards
[5] shorty
[5] raisingtexasteachers
[5] onhere
[3] afas
[2] smssummit
[2] 2030now

Top Hashtags in Tweet in G2:
[294] socialgood
[63] charity
[59] nonprofit
[59] dogood
[48] donate
[45] fundraising
[43] change
[36] volunteer
[33] causes
[32] activism

Top Hashtags in Tweet in G3:
[19] unday
[9] socialgood
[5] 2030now
[4] digitalhumanitarian
[3] humantrafficking
[3] nepal
[3] sdgs
[3] chandrayaan2
[3] disarmamentagenda
[3] iac2019

Top Hashtags in Tweet in G4:
[122] socialgood
[20] socent
[16] amazonsmile
[15] impactfest
[14] impact
[13] impactcity
[13] socialimpact
[13] nonprofit
[11] donate
[10] crowdfunding

Top Hashtags in Tweet in G5:
[3] socialgood
[3] grow
[2] globaled
[2] globaled19
[2] passion
[2] learning
[2] we
[2] never
[2] cease
[2] ngo

Top Hashtags in Tweet in G6:
[63] humanesociety
[9] eighto2shop
[6] fashionfriday
[4] 4charity
[4] socialgood
[2] makeadifference
[2] eighto2
[1] takeitinstrides
[1] specialolympics
[1] care

Top Hashtags in Tweet in G7:
[51] socialgood
[37] bbcon
[14] bbcon2019
[4] blackbaudinstitute
[4] fundraising
[3] sdgs
[3] ai
[3] techforgood
[2] socialresponsibility
[2] nashville

Top Hashtags in Tweet in G8:
[41] socialgood
[40] tristateconf
[9] visuals
[4] conferences
[4] sreetips
[4] ramsey
[4] brand
[3] beyonce
[2] amberheard
[2] nyc

Top Hashtags in Tweet in G9:
[45] socialgood
[39] donate
[38] fundraising
[23] startup
[23] volunteer
[23] nonprofit
[21] dogood
[20] philanthropy
[19] change
[18] causes

Top Hashtags in Tweet in G10:
[29] socialgood
[22] teachboldly
[11] teachsdgs
[7] globalgoals
[4] takeactionglobal
[3] teamjw
[3] edtech
[2] enelfocuson
[2] adv
[2] globaled

Top Words
Top Words in Tweet in Entire Graph:
[2929] Words in Sentiment List#1: Positive
[553] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[53416] Non-categorized Words
[56898] Total Words
[1291] #socialgood
[315] social
[260] #nonprofit
[254] good
[238] #donate

Top Words in Tweet in G1:
[154] shortyawards
[108] social
[95] good
[75] finalist
[56] finalists
[55] honored
[53] selected
[38] awards
[33] thank
[33] shorty

Top Words in Tweet in G2:
[294] #socialgood
[63] #charity
[59] #nonprofit
[59] #dogood
[54] sevaatree
[48] #donate
[45] #fundraising
[43] #change
[36] #volunteer
[33] #causes

Top Words in Tweet in G3:
[94] plus_socialgood
[91] socialgood
[85] connector
[28] shares
[28] aleacostaj
[22] people
[21] clarisse
[21] joy
[21] climate
[20] mañabat

Top Words in Tweet in G4:
[122] #socialgood
[59] social
[41] shop
[38] 2019
[37] business
[31] deloitte
[28] impact
[27] colombia
[23] more
[22] make

Top Words in Tweet in G5:
[28] socialgood
[16] cheveningfco
[16] ukinnigeria
[11] sussexuni
[11] adamtickell
[11] hcthompson001
[11] layoladepo1
[10] prinxlouis
[10] catrionalaing1
[9] iamoabraham

Top Words in Tweet in G6:
[82] week
[79] eighto2shop
[76] highlighting
[70] proceeds
[64] designed
[63] humanesociety
[63] custom
[63] #humanesociety
[14] save
[13] care

Top Words in Tweet in G7:
[54] #socialgood
[37] #bbcon
[26] blackbaud
[14] #bbcon2019
[11] employees
[11] work
[9] social
[9] ceo
[9] many
[9] organizations

Top Words in Tweet in G8:
[41] #socialgood
[40] #tristateconf
[31] spinitsocial
[23] plugging
[22] nyusps
[18] sree
[17] prsa
[15] prsa's
[13] up
[13] view

Top Words in Tweet in G9:
[45] #socialgood
[39] #donate
[38] #fundraising
[23] #startup
[23] #volunteer
[23] #nonprofit
[21] #dogood
[20] #philanthropy
[19] #change
[18] #causes

Top Words in Tweet in G10:
[37] jenwilliamsedu
[29] #socialgood
[22] #teachboldly
[18] thrilled
[15] see
[15] iste
[15] website
[15] homepage
[15] today
[14] #edtec

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[165] social,good
[99] #causes,#donate
[97] #donate,#change
[85] socialgood,connector
[85] check,out
[85] #volunteer,#causes
[79] #nonprofit,#dogood
[77] week,highlighting
[75] eighto2shop,week
[72] #change,#activism

Top Word Pairs in Tweet in G1:
[94] social,good
[52] finalist,shortyawards
[48] shortyawards,social
[33] selected,finalist
[30] good,awards
[27] thank,shortyawards
[27] shorty,social
[25] re,honored
[25] honored,selected
[23] full,list

Top Word Pairs in Tweet in G2:
[27] sevaatree,sevaatree
[24] #charity,#fundraising
[23] #causes,#donate
[23] #change,#activism
[22] #donate,#change
[21] #activism,#nonprofit
[19] #becomewih,#socialgood
[18] #socialgood,#bekind
[16] #fundraising,#socialgood
[16] #nonprofit,#dogood

Top Word Pairs in Tweet in G3:
[84] socialgood,connector
[21] connector,clarisse
[21] clarisse,joy
[20] joy,mañabat
[16] mañabat,shares
[16] thepeoplesummit,casinapioiv
[14] connector,aleacostaj
[14] casinapioiv,alexandriav2005
[14] alexandriav2005,earth_uprising
[12] connector,ashley

Top Word Pairs in Tweet in G4:
[28] social,business
[16] make,difference
[16] difference,shop
[16] shop,#amazonsmile
[16] #amazonsmile,simply
[16] simply,shop
[16] shop,amazon
[16] amazon,donates
[14] deloitte,helping
[14] business,forum

Top Word Pairs in Tweet in G5:
[11] sussexuni,adamtickell
[11] adamtickell,hcthompson001
[11] hcthompson001,socialgood
[11] socialgood,cheveningfco
[11] cheveningfco,ukinnigeria
[11] ukinnigeria,layoladepo1
[10] layoladepo1,catrionalaing1
[8] catrionalaing1,aoafricaorg
[8] aoafricaorg,edvant_edge
[8] edvant_edge,rfollettsussex

Top Word Pairs in Tweet in G6:
[76] week,highlighting
[74] eighto2shop,week
[63] highlighting,humanesociety
[63] humanesociety,proceeds
[63] proceeds,custom
[63] custom,designed
[63] designed,#humanesociety
[13] highlighting,care
[13] care,goal
[13] goal,save

Top Word Pairs in Tweet in G7:
[8] ceo,mikegianoni
[8] mikegianoni,talks
[8] talks,important
[8] important,many
[8] many,employees
[8] employees,used
[8] used,work
[8] work,#socialgood
[8] #socialgood,organizations
[8] #socialgood,#bbcon

Top Word Pairs in Tweet in G8:
[20] plugging,#socialgood
[14] prsa's,#tristateconf
[14] #tristateconf,plugging
[10] better,up
[10] prsa,#tristateconf
[9] use,#visuals
[9] #visuals,better
[7] final,prep
[7] prep,ready
[7] ready,give

Top Word Pairs in Tweet in G9:
[16] #change,#donate
[16] #donate,#volunteer
[16] #volunteer,#causes
[16] #causes,#nonprofit
[16] #nonprofit,#dogood
[16] #dogood,#fundraising
[16] #fundraising,#philanthropy
[16] #philanthropy,#socialgood
[15] #donate,#fundraising
[14] #crowdfunding,#kickstarter

Top Word Pairs in Tweet in G10:
[15] thrilled,see
[15] see,#teachboldly
[15] #teachboldly,iste
[15] iste,website
[15] website,homepage
[15] homepage,today
[15] today,#socialgood
[14] jenwilliamsedu,thrilled
[14] #socialgood,#edtec
[6] thank,team

Top Replied-To
Top Replied-To in Entire Graph:
@plus_socialgood
@sevaatree
@prinxlouis
@sdsnyouth
@ngyouthsdgs
@yetunde_fadeyi
@philipogola
@valaafshar
@syscare20
@gunjan9732

Top Replied-To in G1:
@fentonprogress
@ajplus

Top Replied-To in G2:
@sevaatree

Top Replied-To in G3:
@plus_socialgood
@sdsnyouth
@philipogola
@jilliansakovits
@johnomalcolm
@siamak_sam
@wfp
@antonioguterres
@unidir
@iac2019dc

Top Replied-To in G4:
@nathanielkwong
@dchi_nl
@chrisstrub
@okchristian

Top Replied-To in G5:
@prinxlouis
@yetunde_fadeyi
@socialgood
@brodaireoluwaa
@cnnnews18
@kinneyscoyotes
@volunteennation
@joinnest4
@iamoabraham

Top Replied-To in G7:
@blackbaud
@reninjaamyd
@adidas

Top Replied-To in G8:
@sree
@chubbywolf1
@sohnsocialmedia
@prsatristate

Top Replied-To in G10:
@geoscigurl
@jenhencken
@jenwilliamsedu

Top Mentioned
Top Mentioned in Entire Graph:
@shortyawards
@plus_socialgood
@eighto2shop
@humanesociety
@pamelamaynard
@zariya4all
@jenwilliamsedu
@jqa6
@socialgood
@prsa

Top Mentioned in G1:
@shortyawards
@dohadebates
@fortifyrights
@matthewfsmith
@badger_winters
@rollredrolldoc
@rpa_advertising
@drinkeverand
@allartstv
@petsforpatriots

Top Mentioned in G2:
@becomewih
@thinkthinker
@hauntedjon
@socialmagnets1
@non_profit_info
@signifysolution
@frontierccu
@noggnfoundation
@damianradman

Top Mentioned in G3:
@plus_socialgood
@aleacostaj
@thepeoplesummit
@casinapioiv
@itsswarnima
@earth_uprising
@un
@alexandriav2005
@hazamibarmada
@jilliansakovits

Top Mentioned in G4:
@hagueinnovators
@deloitte
@projecthomeamer
@yunus_centre
@noikeanolife
@euclidnetwork
@socapmarkets
@zafartnw
@egglestonhague
@millersocent

Top Mentioned in G5:
@socialgood
@cheveningfco
@ukinnigeria
@sussexuni
@adamtickell
@hcthompson001
@layoladepo1
@catrionalaing1
@iamoabraham
@aoafricaorg

Top Mentioned in G6:
@eighto2shop
@humanesociety
@care
@vh1savethemusic
@specialolympics

Top Mentioned in G7:
@blackbaud
@mikegianoni
@shopemanzi
@american_heart
@ch3ryl
@dobigthings
@conniebritton
@torontofdn
@ettamt
@phone2action

Top Mentioned in G8:
@prsa
@spinitsocial
@nyusps
@prsatristate
@sree
@nyuniversity
@jamie_shum237
@sohnsocialmedia
@linkedin
@thinkbluepr

Top Mentioned in G9:
@imanitheghost
@polyient
@paystand
@ripple
@startupweekend
@fightingforfitn
@conquermagazine
@stupidcancer
@tonyjoneshhf
@scottferreira

Top Mentioned in G10:
@jenwilliamsedu
@iste
@geoscigurl
@mindyeti
@collinsnbct
@eochurch
@kerszi
@coreyappelbaum
@don
@kathrynparsons

Top Tweeters
Top Tweeters in Entire Graph:
@bridgittelesley
@susanneleist
@startupsbot
@jennasm66663888
@mystery_girl14
@cnnnews18
@lorimoreno
@karlos_240
@supersoftknits
@billnigh

Top Tweeters in G1:
@mystery_girl14
@llhawaii
@artallks
@teebeknowing
@ingrx
@honda
@knammari1
@shopperann68
@comedycentral
@bethsegreen

Top Tweeters in G2:
@iam__network
@edaccessible
@womenspowerbook
@fsonnenberg
@suburbiau
@grupo_marmor
@bmoskwa
@periodpanteez
@pledgecents
@debweinstein

Top Tweeters in G3:
@brianmbunde
@nembotavy_0101
@mmnjug
@ineeshadvs
@korieunfpa
@wamathai
@philipogola
@un
@plus_socialgood
@ruthaine

Top Tweeters in G4:
@wwf
@theeconomist
@newsneus
@socentlive
@womenspowercen
@chrisstrub
@selfmagazine
@jturandot
@imagine_garden
@noikeanolife

Top Tweeters in G5:
@cnnnews18
@volunteennation
@vinvinphilly
@fmalchemist
@ao
@elemenous
@ducadispalato
@iamoabraham
@z_leenda
@akshaykumar

Top Tweeters in G6:
@bridgittelesley
@susanneleist
@jennasm66663888
@discoverself
@mikihope
@fettkeven
@g_kohls
@rbrosemer
@donnachaffins
@spaceshipslb

Top Tweeters in G7:
@american_heart
@savethechildren
@blackbaud
@ch3ryl
@microsoft
@commfdnscanada
@adidas
@a_goks
@phone2action
@dancindanonfilm

Top Tweeters in G8:
@anasebrahem
@snoopdogg
@sree
@spinitsocial
@xtinataft
@rosehorowitz31
@youtube
@ogilvy
@heykiddo
@prsa

Top Tweeters in G9:
@startupsbot
@cindyfsolomon
@sramana
@1mby1m
@silence_isloud
@kuusevana
@crowdfundb0t
@digigranbiz
@lin_manuel
@retweetbossman

Top Tweeters in G10:
@flipgrid
@smgaillard
@rdene915
@jenwilliamsedu
@lflemingedu
@michelle4edu
@drlangraad
@kerszi
@iste
@nearpod


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