educhat, Twitter, 1/7/2019 4:49:46 PM, 181058


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educhat_2019-01-07_08-26-52.xlsx
educhat_2019-01-07_08-26-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 07, 2019
Short Description:
educhat via NodeXL http://bit.ly/2TzTJuX
@doodle_ed
@andi_mtc
@mikereading
@edgametec
@rdene915
@valentinaesl
@tanellclassroom
@educre8ive
@ceren18066788
@edutopia

Top hashtags:
#educhat
#edchat
#edu
#learn
#teach
#education
#edtech
#esl
#ellchat
#els

Description:
Description
The graph represents a network of 2,024 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 January 2019 at 16:27 UTC.

The requested start date was Monday, 07 January 2019 at 01:01 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, 29-minute period from Monday, 24 December 2018 at 01:16 UTC to Monday, 07 January 2019 at 00:46 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 : 2024
Unique Edges : 2381
Edges With Duplicates : 1470
Total Edges : 3851
Number of Edge Types : 3
Mentions : 2927
Replies to : 31
Tweet : 893
Self-Loops : 893
Reciprocated Vertex Pair Ratio : 0.0251277683134583
Reciprocated Edge Ratio : 0.049023680930619
Connected Components : 247
Single-Vertex Connected Components : 125
Maximum Vertices in a Connected Component : 1396
Maximum Edges in a Connected Component : 2990
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.407204
Graph Density : 0.000587854300055293
Modularity : 0.590425
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://test.quiziniere.com/#/
[31] http://simulasidigital-muchamadekisa.blogspot.com
[26] https://www.pearsonschool.com/index.cfm?locator=PS1sCc&eventCategory=siop
[21] http://www.empoweringells.com/?page_id=96
[13] https://link.medium.com/Q7Atx5jhYS
[10] http://link.medium.com/Q7Atx5jhYS
[10] http://simulasidigital-muchamadekisa.blogspot.com/2017/11/source-code-menu-pulldown-blog-simulasi.html
[10] http://simulasidigital-muchamadekisa.blogspot.com/2018/09/pengertian-internet-safety-internet.html
[9] http://simulasidigital-muchamadekisa.blogspot.com/2018/02/contoh-css-code-image-slider.html
[9] http://jakemiller.net/private-google-docs-in-new-google-sites/

Top URLs in Tweet in G1:
[1] http://www.doodle.ac

Top URLs in Tweet in G2:
[24] https://www.pearsonschool.com/index.cfm?locator=PS1sCc&eventCategory=siop
[20] http://www.empoweringells.com/?page_id=96
[3] http://geiendorsed.com/blog/technology/engaging-podcasts-for-tuning-students-into-learning-ela-edition/
[3] http://geiendorsed.com/blog/inspiration/6-apps-to-help-educators-refresh-this-holiday-break/
[2] http://www.empoweringells.com/?p=1838
[2] https://www.pearsonschool.com/index.cfm?locator=PS3z3z
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2FSIOPModel
[2] http://geiendorsed.com/blog/tips/banish-busywork-3-fun-alternatives/
[1] https://www.empoweringells.com/?p=1447
[1] https://drive.google.com/file/d/1ZiGU1yrAF1BsUQvIDIde5iEZsC7KOHhS/view?usp=sharing

Top URLs in Tweet in G3:
[13] https://link.medium.com/Q7Atx5jhYS
[10] http://link.medium.com/Q7Atx5jhYS
[7] https://rdene915.com/2018/12/04/buncee-poth/
[5] https://twitter.com/Rdene915/status/1081357803988676613
[5] https://www.eschoolnews.com/2019/01/01/96-edtech-predictions-for-k12-in-2019/
[4] https://www.gettingsmart.com/2018/12/fake-news-and-digital-literacy-why-todays-students-need-video-skills/
[4] https://www.youtube.com/watch?v=C68oGxGKqos

[4] https://qualityinstruction.org/blogs/thoughts/10-stem-stocking-stuffers
[3] https://www.eschoolnews.com/2019/01/01/what-are-your-edtech-resolutions/
[3] http://www.heidylafleur.com/store/p45/My_Perspective.html

Top URLs in Tweet in G4:
[7] http://jakemiller.net/private-google-docs-in-new-google-sites/
[4] https://globaldigitalcitizen.org/6-social-media-activities-project-based-learning
[2] http://bobjohnsonconsulting.com/2018/12/your-higher-education-marketing-link-of-the-week-college-of-the-holy-cross-clear-admissions-criteria-14-december-2018/
[2] http://www.teachthought.com/twitter-hashtags-for-teacher/
[2] https://twitter.com/doodle_ed/status/1080395310810181632
[2] https://medium.com/dynamix-blog/easy-affordable-ways-to-show-thanks-to-staff-members-3af58094d90b
[2] http://dynamixllc.org/
[2] https://globaldigitalcitizen.org/14-things-creating-better-learning
[2] https://www.edupie.in/cart/
[2] https://www.edweek.org/tm/articles/2017/12/06/its-not-how-long-you-spend-in.html?utm_content=81759668&utm_medium=social&utm_source=twitter&hss_channel=tw-515511043

Top URLs in Tweet in G5:
[1] https://twitter.com/seidlitz_ed/status/1078712289212153856
[1] https://elementaryenglishlanguagelearners.weebly.com/blog/interactive-read-alouds-literacy-instruction-and-english-learners-series-part-3-of
[1] https://twitter.com/ncte/status/1079739201212567554
[1] https://www.pearsonschool.com/index.cfm?locator=PS1sCc&eventCategory=siop
[1] http://www.empoweringells.com/?page_id=96

Top URLs in Tweet in G6:
[7] http://aimhightips.com/
[5] https://www.bookwidgets.com/blog/2017/04/how-to-relate-bookwidgets-to-blooms-taxonomy
[4] http://aimhighteentips.com
[3] https://www.igi-global.com/publish/call-for-papers/call-details/3548
[3] https://www.youtube.com/playlist?list=PLOus30GoFbwX-TmmLw5BpxpxaaI-5hcRX

[2] https://twitter.com/cpjobling/status/1077840955544346624
[2] http://pages.wevideo.com/pilot-2018
[2] http://jakemiller.net/private-google-docs-in-new-google-sites/
[2] https://www.bookwidgets.com/blog/2017/04/create-free-form-whiteboard-exercises
[2] https://www.youtube.com/watch?v=KIKy7m3zfvk&feature=youtu.be


Top URLs in Tweet in G7:
[1] https://www.vice.com/en_us/article/pa9myg/the-hot-new-gen-z-trend-is-skipping-college-v25n3?utm_campaign=sharebutton

Top URLs in Tweet in G8:
[1] https://docs.google.com/spreadsheets/d/1xWxH-T2TKY3iv5z6C4hPd5rymdTyckupE3ZQyut3v1Q/edit?usp=sharing
[1] https://docs.google.com/spreadsheets/d/1ljqDLTI2Xme-GCjJFcvSgY7UF1bkuE7K0Cl7NEpRGPM/edit?usp=sharing
[1] https://drive.google.com/drive/folders/1kxNQ63vkatIRweRtl5eEa8PofLCcddkK?usp=sharing
[1] https://twitter.com/courageous_ceo/status/1080410820004270080
[1] https://twitter.com/mhfaengland/status/1080752317673164801

Top URLs in Tweet in G9:
[8] http://www.learncanola.com/default.aspx
[7] https://goo.gl/forms/ONyjVO2HmoOn2YcE2
[2] https://twitter.com/elena_sf_ca/status/1080275289949655040
[2] http://fieldsofhome.blogspot.com/2018/12/resolution-time.html
[2] https://www.weareteachers.com/winter-science/?utm_content=1545417800&utm_medium=social&utm_source=twitter
[2] https://chinesenewyear.net/zodiac/pig/
[2] https://www.edsurge.com/news/2018-12-19-to-foster-social-emotional-learning-first-confront-our-own-biases
[1] https://twitter.com/edutopia/status/1080569965651075072
[1] https://www.scholastic.com/teachers/blog-posts/scholasticcom-editors/2018-2019/5-wonder-inspired-kindness-resolutions-for-the-new-year/?eml=Teachers%2Fsmd%2F20190103%2FTwitter%2FTeachersPage%2FTCS%2F1650%2Fwonder-new-years-resolutions
[1] https://trib.al/hutoib4

Top URLs in Tweet in G10:
[2] https://twitter.com/doecorruption/status/1081265243597217792
[1] https://twitter.com/normscott1/status/1079842529514790912
[1] https://nypost.com/2018/12/29/legislators-spent-big-on-lavish-fundraisers-but-gave-no-grants-to-students/amp/?__twitter_impression=true

Top Domains
Top Domains in Tweet in Entire Graph:
[323] com.au
[133] blogspot.com
[81] twitter.com
[44] youtube.com
[32] quiziniere.com
[28] pearsonschool.com
[25] medium.com
[24] empoweringells.com
[16] co.uk
[15] gettingsmart.com

Top Domains in Tweet in G1:
[1] doodle.ac

Top Domains in Tweet in G2:
[26] pearsonschool.com
[23] empoweringells.com
[10] geiendorsed.com
[2] facebook.com
[1] google.com
[1] youtu.be
[1] goo.gl

Top Domains in Tweet in G3:
[23] medium.com
[15] twitter.com
[12] gettingsmart.com
[10] eschoolnews.com
[9] rdene915.com
[8] qualityinstruction.org
[7] k12prospects.com
[6] youtube.com
[5] buncee.com
[4] heidylafleur.com

Top Domains in Tweet in G4:
[26] twitter.com
[11] iconohash.com
[7] jakemiller.net
[6] globaldigitalcitizen.org
[4] kqed.org
[4] iachievelearning.com
[3] lnkd.in
[3] instagram.com
[3] co.uk
[3] teachthought.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] weebly.com
[1] pearsonschool.com
[1] empoweringells.com

Top Domains in Tweet in G6:
[7] aimhightips.com
[7] youtube.com
[7] bookwidgets.com
[6] twitter.com
[4] aimhighteentips.com
[4] igi-global.com
[3] instagram.com
[2] wevideo.com
[2] jakemiller.net
[1] blogspot.com

Top Domains in Tweet in G7:
[1] vice.com

Top Domains in Tweet in G8:
[3] google.com
[2] twitter.com

Top Domains in Tweet in G9:
[11] weareteachers.com
[9] trib.al
[8] learncanola.com
[7] goo.gl
[5] kqed.org
[4] twitter.com
[4] blogspot.com
[4] edsurge.com
[3] edutopia.org
[2] scholastic.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] nypost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1421] educhat
[825] edchat
[515] edu
[490] learn
[389] teach
[354] education
[197] edtech
[175] esl
[163] ellchat
[153] els



Top Hashtags in Tweet in G1:
[5] educhat
[3] pgcestudent
[3] teacher
[1] edutwitter
[1] educators
[1] edchat
[1] historyteacher
[1] unitypd

Top Hashtags in Tweet in G2:
[131] ellchat
[130] esl
[129] els
[102] ells
[90] educhat
[71] esol
[52] tesol
[29] ela
[26] asiapd
[23] eld

Top Hashtags in Tweet in G3:
[148] educhat
[90] quotes4edu
[89] edtech
[86] edchat
[81] future4edu
[72] education
[67] pushboundedu
[67] 4ocfpln
[53] k12
[39] tlap

Top Hashtags in Tweet in G4:
[202] educhat
[38] education
[38] edchat
[22] teachers
[13] teaching
[12] classroom
[10] teacher
[9] kidsdeserveit
[9] edtech
[8] teacherlife

Top Hashtags in Tweet in G5:
[21] ellchat
[19] esl
[18] els
[14] ells
[13] educhat
[5] tesol
[5] esol
[4] edchat
[3] langchat
[3] joyfulteachers

Top Hashtags in Tweet in G6:
[125] educhat
[57] edchat
[57] edleaders
[52] satchat
[45] literacy
[38] phdchat
[37] phd
[35] academictwitter
[35] writerscommunity
[30] phdadvice

Top Hashtags in Tweet in G7:
[94] edchat
[91] joyfulleaders
[91] futuredriven
[10] educhat
[9] iteach
[8] whatisschool
[8] kidsdeserveit
[6] utb
[2] wearecue
[1] gtchat

Top Hashtags in Tweet in G8:
[7] cpd
[5] educhat
[3] asechat
[3] cogscisci
[1] sltchat
[1] mltchat
[1] maternityteacher
[1] handsup4healthyminds
[1] teacher
[1] educators

Top Hashtags in Tweet in G9:
[79] educhat
[66] edchat
[9] sel
[8] abed
[8] socialemotionallearning
[8] edu
[7] teachbetter
[7] masterychat
[6] education
[5] 21stcenturyskills

Top Hashtags in Tweet in G10:
[25] educhat
[25] edchat
[8] satchat
[7] teacher
[3] adasa
[2] sel
[2] wootwagon
[2] edadmin
[2] classroom
[2] teachers

Top Words
Top Words in Tweet in Entire Graph:
[3660] Words in Sentiment List#1: Positive
[491] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[60692] Non-categorized Words
[64843] Total Words
[1423] educhat
[826] edchat
[620] new
[610] year
[577] learn

Top Words in Tweet in G1:
[411] new
[411] class
[411] mark
[410] let's
[410] year
[410] raffle
[410] chance
[410] win
[410] 5
[410] pads

Top Words in Tweet in G2:
[214] language
[195] tanellclassroom
[140] els
[131] ellchat
[130] esl
[102] ells
[94] siop
[90] educhat
[89] academic
[88] social

Top Words in Tweet in G3:
[148] educhat
[129] rdene915
[92] edtech
[90] quotes4edu
[86] edchat
[82] education
[81] future4edu
[79] new
[68] pushboundedu
[67] 4ocfpln

Top Words in Tweet in G4:
[202] educhat
[49] education
[38] edchat
[33] students
[31] teachers
[29] new
[25] learning
[23] s
[21] make
[21] teaching

Top Words in Tweet in G5:
[142] language
[124] valentinaesl
[116] thanks
[116] 4
[115] many
[115] struggle
[115] crafting
[115] objectives
[115] ellevationed
[115] helpful

Top Words in Tweet in G6:
[126] educhat
[57] edchat
[57] edleaders
[52] satchat
[45] literacy
[41] wevideo
[40] education
[38] phdchat
[37] educre8ive
[37] dmvelliaris

Top Words in Tweet in G7:
[94] edchat
[91] joyfulleaders
[91] futuredriven
[87] mikereading
[84] more
[83] person
[83] feels
[83] appreciated
[83] always
[83] expected

Top Words in Tweet in G8:
[68] questions
[67] biology
[63] biorachproject
[61] gcse
[57] retrieval
[57] roulette
[52] aqa
[52] b1
[51] ok
[51] here

Top Words in Tweet in G9:
[79] educhat
[74] students
[66] edchat
[37] out
[33] article
[32] edutopia
[31] check
[26] never
[25] move_thisworld
[25] underestimate

Top Words in Tweet in G10:
[26] educhat
[26] edchat
[10] nyc
[9] teachers
[9] bxeu4j
[9] doe
[8] satchat
[8] schools
[7] students
[7] teacher

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[474] new,year
[412] let's,new
[412] year,raffle
[412] raffle,chance
[412] chance,win
[412] win,5
[412] 5,class
[412] class,mark
[412] mark,pads
[412] pads,winner

Top Word Pairs in Tweet in G1:
[410] let's,new
[410] new,year
[410] year,raffle
[410] raffle,chance
[410] chance,win
[410] win,5
[410] 5,class
[410] class,mark
[410] mark,pads
[410] pads,winner

Top Word Pairs in Tweet in G2:
[125] ellchat,esl
[102] esl,ells
[92] ells,els
[88] social,language
[88] academic,language
[48] els,educhat
[46] esol,tesol
[45] students,mastery
[45] mastery,social
[45] language,indicate

Top Word Pairs in Tweet in G3:
[74] quotes4edu,future4edu
[65] future4edu,pushboundedu
[65] pushboundedu,4ocfpln
[53] edchat,educhat
[37] 4ocfpln,tlap
[32] educhat,edtech
[29] tlap,teachermyth
[29] edtech,education
[28] educhat,k12
[27] teachermyth,leadlap

Top Word Pairs in Tweet in G4:
[14] edchat,educhat
[12] education,educhat
[11] daily,conversation
[11] conversation,report
[11] report,ready
[11] ready,educhat
[9] new,year
[8] educhat,edchat
[8] educhat,teachers
[7] here,s

Top Word Pairs in Tweet in G5:
[115] many,struggle
[115] struggle,crafting
[115] crafting,language
[115] language,objectives
[115] objectives,thanks
[115] thanks,ellevationed
[115] ellevationed,helpful
[115] helpful,4
[115] 4,step
[115] step,guide

Top Word Pairs in Tweet in G6:
[43] edchat,educhat
[36] phd,phdchat
[35] academictwitter,phd
[30] phdchat,phdadvice
[30] phdadvice,literacy
[30] literacy,writer
[30] writer,writerscommunity
[30] writerscommunity,satchat
[30] satchat,edleaders
[30] edleaders,leadership

Top Word Pairs in Tweet in G7:
[91] edchat,joyfulleaders
[91] joyfulleaders,futuredriven
[83] person,feels
[83] feels,appreciated
[83] appreciated,always
[83] always,more
[83] more,expected
[83] expected,edchat
[82] mikereading,person
[82] futuredriven,whatiss

Top Word Pairs in Tweet in G8:
[61] gcse,biology
[57] retrieval,roulette
[52] aqa,gcse
[51] ok,here
[51] here,complete
[51] complete,retrieval
[51] roulette,aqa
[51] biology,819
[51] 819,questions
[51] questions,covering

Top Word Pairs in Tweet in G9:
[58] edchat,educhat
[31] check,out
[26] out,edutopia
[26] edutopia,article
[25] never,underestimate
[25] underestimate,impact
[25] impact,positive
[25] positive,attention
[25] attention,students
[25] students,check

Top Word Pairs in Tweet in G10:
[15] edchat,educhat
[11] educhat,edchat
[9] nyc,doe
[6] bxeu4j,shsatsunset
[6] educationgadfly,angryteachr
[6] keepshsat,cityjournal
[5] students,christmas
[5] christmas,cards
[5] cards,made
[5] made,earth

Top Replied-To
Top Replied-To in Entire Graph:
@nycore3000
@edutopia
@writerapage
@educationweek
@4techteachers
@bxeu4j
@fixingeducation
@doecorruption
@madinatoure
@nycfuture

Top Replied-To in G3:
@writerapage
@4techteachers
@educationweek
@chrisforrestedu

Top Replied-To in G6:
@edutopia
@steelethoughts
@teacher2teacher
@gustafsonbrad

Top Replied-To in G9:
@teachergoals

Top Replied-To in G10:
@nycore3000
@leoniehaimson
@ed4excellence
@coopmike48
@nycfuture
@madinatoure
@fixingeducation
@bxeu4j
@jessedhagopian
@edutopia

Top Mentioned
Top Mentioned in Entire Graph:
@doodle_ed
@tanellclassroom
@auslessons
@valentinaesl
@rdene915
@ellevationed
@mesa_2018
@mikereading
@biorachproject
@educre8ive

Top Mentioned in G1:
@doodle_ed

Top Mentioned in G2:
@tanellclassroom
@siopmodel
@kanakosuwa
@edmarketassn
@emilyfranesl
@pearsonprek12
@valentinaesl
@geiendorsed
@ecismlie
@kylenebeers

Top Mentioned in G3:
@rdene915
@toddwhitaker
@gosynth
@mrsmonty5thgrd
@buncee
@k12prospects
@getting_smart
@iluveducating
@d4griff
@fastcrayon

Top Mentioned in G4:
@thepeepertimes
@brasstenor

Top Mentioned in G5:
@valentinaesl
@ellevationed
@tanellclassroom
@mssalvac
@ncte
@siopmodel

Top Mentioned in G6:
@educre8ive
@dmvelliaris
@teachwriteedu
@ceren18066788
@teacher2teacher
@teachbetterteam
@n
@mindshiftkqed
@commonsenseed
@kqededspace

Top Mentioned in G7:
@mikereading
@valentinaesl
@doodle_ed
@vice
@tanellclassroom

Top Mentioned in G8:
@biorachproject
@youlandebiosah
@adamboxer1
@benawtaylor
@courageous_ceo
@doodle_ed

Top Mentioned in G9:
@edutopia
@move_thisworld
@supermanduffy
@learncanola
@techieteachott
@edsurge
@elena_sf_ca
@scholasticteach
@2learn_ca
@higheredsurge

Top Mentioned in G10:
@bxeu4j
@nycschoois
@shsatsunset
@educationgadfly
@angryteachr
@keepshsat
@cityjournal
@uftunityfails
@adobeteardrops
@dianeravitch

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@coopmike48
@todayatsch00l
@edgametec
@lynch39083
@wechoosewisdom
@bar_zie
@alicekeeler
@socialpowerone1
@midusamom

Top Tweeters in G1:
@eenalol
@virkjay
@mrsdenyer
@lovepookiecat
@grahamandre
@missradders
@bestsweeps
@happysadcross
@gr3burz
@doodle_ed

Top Tweeters in G2:
@outwidit
@chicagouno
@cecilia_bocking
@erik_youngman
@emilyfranesl
@vipulasharma1
@moreno_jfm
@romdhanifaten
@cogswell_ben
@flashacademy_hq

Top Tweeters in G3:
@bar_zie
@iamdrwill
@mssackstein
@gdorn1
@rdene915
@thomascmurray
@bethhill2829
@scalarhumanity
@aaron_hogan
@taramartinedu

Top Tweeters in G4:
@satisphactionio
@techtia
@iconohash
@shr21891
@walterindc
@tceamg
@manelrives
@saranshgarg
@lindarmonkjd
@nancyw

Top Tweeters in G5:
@ncte
@sraspanglish
@thinkpix_suze
@ashishtanna00
@berwynsouth100
@valentinaesl
@toppel_eld
@borsawfrenchie
@tesol
@dunnrandi

Top Tweeters in G6:
@edgametec
@alicekeeler
@rickking16
@academicchatter
@teacher2teacher
@leadfromback
@sardimperium
@paulsolarz
@naomiharm
@stylewriterusa

Top Tweeters in G7:
@vice
@davidgeurin
@kevinglowery
@lisameade23
@rialtoboard
@stdulmage
@vxjoe
@mrsdelagrange54
@lilamularczyk
@msjachymiak

Top Tweeters in G8:
@mrdissent
@rondelle10_b
@julesdaulby
@mrocallaghanedu
@adamboxer1
@lordlucascd
@drwilkinsonsci
@maternitycpd
@madamechatty
@womenedlondon

Top Tweeters in G9:
@lynch39083
@shiftparadigm
@educationweek
@edutopia
@edsurge
@tmsm107tom
@iste
@edweekteacher
@scholasticteach
@hechingerreport

Top Tweeters in G10:
@coopmike48
@badassteachersa
@leoniehaimson
@web20classroom
@dianeravitch
@tweetbenmax
@lapham_katie
@cityjournal
@randcorporation
@madinatoure


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