#IBMTechU, Twitter, 10/22/2019 5:54:43 PM, 213835


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#IBMTechU_2019-10-22_10-42-40.xlsx
#IBMTechU_2019-10-22_10-42-40.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 22, 2019
Short Description:
#IBMTechU via NodeXL http://bit.ly/2BBn4OI
@thomas_harrer
@topcybernews
@cpetersen_cs
@the_iron_monger
@petrabuehrer
@wef
@ibm
@power_gaz
@stephanenappo
@d_spurway

Top hashtags:
#ibmtechu
#architectingthefuture
#ibm
#ibmsystems
#prague
#techu
#cto
#europe

Description:
Description
The graph represents a network of 711 Twitter users whose recent tweets contained "#IBMTechU", 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 Tuesday, 22 October 2019 at 17:43 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 38-minute period from Sunday, 13 October 2019 at 15:02 UTC to Tuesday, 22 October 2019 at 17:41 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608
[9] https://www.ibm.com/thought-leadership/institute-business-value/report/blockchain-principles
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213560
[7] https://www.cognixia.com/webinars/#utm_source=Twitter&utm_medium=Twitter&utm_campaign=Twitter

Top URLs in Tweet in G1:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[9] https://www.ibm.com/thought-leadership/institute-business-value/report/blockchain-principles
[6] https://www.ibm.com/blogs/systems/3-things-to-do-in-q3-to-get-ready-for-ai/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-audience+AI&cm_mmca1=000019DR&cm_mmca2=10001909
[5] https://www.ibm.com/blockchain/what-is-blockchain?cm_mmc=OSocial_Twitter-_-Blockchain+and+Watson+Financial+Services_Blockchain-_-WW_WW-_-09302019+What+Is+Blockchain+Twitter&cm_mmca1=000020YK&cm_mmca2=10005803&linkId=74778878
[5] https://www.ibm.com/blogs/blockchain/2019/09/ibm-blockchain-platform-meets-red-hat-openshift/?cm_mmc=OSocial_Twitter-_-Blockchain+and+Watson+Financial+Services_Blockchain-_-WW_WW-_-09242019+OpenShift+Announce+Tweet&cm_mmca1=000026VG&cm_mmca2=10005805
[5] https://www.ibm.com/thought-leadership/institute-business-value/report/auto-2030
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608
[4] https://www.ibm.com/it-infrastructure/us-en/resources/linuxone/client-system-integration/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+LinuxONE-_-WW_WW-_-Sept+Sigmo&cm_mmca1=000001BT&cm_mmca2=10012363&linkId=74817250#phoenix
[4] https://www.ibm.com/thought-leadership/institute-business-value/report/closing-skills-gap

Top URLs in Tweet in G2:
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213696
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213560
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[1] https://www.sparkol.com/en/blog/the-winning-recipe-why-is-the-great-british-bake-off-so-popular
[1] https://twitter.com/jenniferbrown/status/1184275307135676416
[1] https://www.youtube.com/watch?v=VVhvWeTVILU&feature=youtu.be

[1] https://www.ibm.com/blockchain/what-is-blockchain?cm_mmc=OSocial_Twitter-_-Blockchain+and+Watson+Financial+Services_Blockchain-_-WW_WW-_-09302019+What+Is+Blockchain+Twitter&cm_mmca1=000020YK&cm_mmca2=10005803&linkId=74778878

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[3] https://www.ibm.com/downloads/cas/OXABPXWB?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-Hybrid+Multi-Cloud+&cm_mmca1=000019DR&cm_mmca2=10001909&linkId=74723664
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213560
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213435
[1] https://www.weforum.org/agenda/2019/10/trio-of-economists-win-nobel-prize-for-their-work-in-fighting-global-poverty?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs

Top URLs in Tweet in G5:
[3] https://dy.si/7tpEi
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[2] https://twitter.com/power_gaz/status/1186220249986850816
[2] https://twitter.com/idrobinson/status/1186289923478962179
[2] https://twitter.com/DouglasGibbsIBM/status/1182363957463400448
[2] https://twitter.com/wohlforddr/status/1186619170756202496
[1] https://twitter.com/IBMChampions/status/1186318301464584193
[1] https://twitter.com/power_gaz/status/1182970035935088641
[1] https://twitter.com/DouglasGibbsIBM/status/1185887115802009600
[1] https://twitter.com/tappehl/status/1186000602188468226

Top URLs in Tweet in G6:
[3] https://twitter.com/Thomas_Harrer
[1] https://www.youtube.com/watch?v=nYPYYtY-nak&feature=youtu.be

[1] https://www.youtube.com/watch?v=VVhvWeTVILU&feature=youtu.be

[1] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=WEB36CSL2GOEUM2K&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Power-_-WW_WW-_-IBM-TechU-Prague-Power-Systems&cm_mmca1=000001AF&cm_mmca2=10001909&linkId=74641254
[1] https://twitter.com/baysnet/status/1184636038913785857
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,e8cac6dd-a9b8-4f4e-ae2f-a91eb4be82c6&lang=en&sms=2&cn=x_d-Ej0s4UODIyymwDEJjw
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,c8cf882b-e07a-418f-beac-f4b760e48fa5&lang=en&sms=2&cn=vnhODas04kOZ5r4-WwxjdA
[1] https://dy.si/XJ1Nit
[1] https://dy.si/bSNtn
[1] https://dy.si/7LUQo

Top URLs in Tweet in G7:
[2] https://dy.si/oLiW6
[1] https://dy.si/qHudc
[1] https://dy.si/FiuQsT2

Top URLs in Tweet in G8:
[1] https://www.ibm.com/services/learning/ites.wss/zz-en?pageType=page&c=E8T2JWLJWX4RGP6K&utm_content=102633600&utm_medium=social&utm_source=twitter&hss_channel=tw-14296525

Top URLs in Tweet in G9:
[1] https://twitter.com/Cloud_2be/status/1186546475691663360
[1] https://blog.easi.net/en/ibm-techu-2019-day-1?utm_content=103802315&utm_medium=social&utm_source=twitter&hss_channel=tw-3888894459
[1] https://blog.easi.net/en/easi-ibm-techu-2019?utm_campaign=infra_blog&utm_content=103672406&utm_medium=social&utm_source=twitter&hss_channel=tw-3888894459
[1] https://blog.easi.net/en/6-reasons-put-your-ibm-power-system-cloud?utm_content=103672484&utm_medium=social&utm_source=twitter&hss_channel=tw-3888894459

Top URLs in Tweet in G10:
[7] https://www.cognixia.com/webinars/#utm_source=Twitter&utm_medium=Twitter&utm_campaign=Twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[127] nodexlgraphgallery.org
[66] ibm.com
[62] twitter.com
[26] dy.si
[10] youtube.com
[9] linkedin.com
[7] cognixia.com
[6] weforum.org
[3] easi.net
[3] apple.news

Top Domains in Tweet in G1:
[57] ibm.com
[53] nodexlgraphgallery.org
[13] twitter.com
[9] dy.si
[6] youtube.com
[6] linkedin.com
[5] weforum.org
[3] yahoo.com
[2] interskill.com
[1] siemens.com

Top Domains in Tweet in G2:
[35] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[6] nodexlgraphgallery.org
[1] sparkol.com
[1] twitter.com
[1] youtube.com
[1] ibm.com

Top Domains in Tweet in G4:
[29] nodexlgraphgallery.org
[3] ibm.com
[1] weforum.org

Top Domains in Tweet in G5:
[40] twitter.com
[5] dy.si
[4] nodexlgraphgallery.org
[3] apple.news
[2] ibm.com
[2] linkedin.com
[1] apple.com
[1] google.com
[1] bartech.es

Top Domains in Tweet in G6:
[8] dy.si
[6] twitter.com
[2] youtube.com
[2] cvent.com
[1] ibm.com

Top Domains in Tweet in G7:
[4] dy.si

Top Domains in Tweet in G8:
[1] ibm.com

Top Domains in Tweet in G9:
[3] easi.net
[1] twitter.com

Top Domains in Tweet in G10:
[7] cognixia.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1349] ibmtechu
[722] architectingthefuture
[703] ibm
[485] ibmsystems
[452] prague
[407] techu
[372] cto
[316] europe
[172] techuprague
[108] smm



Top Hashtags in Tweet in G1:
[582] ibmtechu
[319] ibm
[239] architectingthefuture
[236] prague
[228] ibmsystems
[207] techu
[180] cto
[139] europe
[92] video
[81] smm

Top Hashtags in Tweet in G2:
[200] architectingthefuture
[176] ibmtechu
[90] prague
[76] techu
[73] ibm
[65] ibmsystems
[56] cto
[31] europe
[28] iot
[26] graphene

Top Hashtags in Tweet in G3:
[97] ibmtechu
[75] architectingthefuture
[73] ibm
[61] ibmsystems
[59] europe
[17] techu
[16] prague
[11] blockchain
[6] cto
[5] technology

Top Hashtags in Tweet in G4:
[271] ibmtechu
[209] ibm
[203] architectingthefuture
[126] cto
[112] ibmsystems
[103] techu
[103] prague
[82] europe
[41] dyk
[40] google

Top Hashtags in Tweet in G5:
[146] ibmtechu
[75] techuprague
[59] aix
[55] ibmchampion
[53] nerdherd
[51] powervc
[46] fintech
[41] vios
[40] powervm
[40] ibmi

Top Hashtags in Tweet in G6:
[33] ibmtechu
[16] ibm
[14] ibmsystems
[10] ibmz
[9] linuxone
[7] cloud
[7] data
[5] architectingthefuture
[5] europe
[5] z15

Top Hashtags in Tweet in G7:
[9] ibmtechu

Top Hashtags in Tweet in G8:
[5] ibmtechu
[1] ibmz
[1] mainframe

Top Hashtags in Tweet in G9:
[6] techuprague
[5] ibmtechu

Top Hashtags in Tweet in G10:
[7] signup
[7] free
[7] 5g
[7] data_science
[7] webinar
[6] 4g
[6] 3g
[5] internet
[5] network
[5] web

Top Words
Top Words in Tweet in Entire Graph:
[2188] Words in Sentiment List#1: Positive
[258] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[48818] Non-categorized Words
[51264] Total Words
[1850] #ibmtechu
[1129] #ibm
[1025] thomas_harrer
[899] #architectingthefuture
[874] #ibmsystems

Top Words in Tweet in G1:
[767] #ibmtechu
[445] #ibm
[390] thomas_harrer
[358] #ibmsystems
[334] #prague
[300] #techu
[294] #architectingthefuture
[278] #cto
[225] #europe
[218] 21

Top Words in Tweet in G2:
[264] #architectingthefuture
[256] #ibmtechu
[229] #ibm
[222] thomas_harrer
[186] #ibmsystems
[176] #cto
[148] #europe
[146] distinguished
[146] engineer
[146] wef

Top Words in Tweet in G3:
[147] #ibmtechu
[107] thomas_harrer
[98] #ibm
[95] #ibmsystems
[88] #europe
[85] #smm
[82] #architectingthefuture
[73] engineer
[72] distinguished
[59] #ai

Top Words in Tweet in G4:
[393] #ibmtechu
[323] #ibm
[295] thomas_harrer
[249] #architectingthefuture
[225] #cto
[203] #ibmsystems
[189] distinguished
[188] engineer
[184] #prague
[182] #techu

Top Words in Tweet in G5:
[205] #ibmtechu
[117] #techuprague
[72] #aix
[61] #ibmchampion
[61] #ibmi
[59] #linux
[58] #nerdherd
[56] #vios
[56] #powervm
[55] #powervc

Top Words in Tweet in G6:
[33] #ibmtechu
[16] #ibm
[14] #ibmsystems
[11] prague
[10] #ibmz
[9] #linuxone
[7] learn
[7] #cloud
[7] #data
[6] 2019

Top Words in Tweet in G7:
[12] sydney
[9] #ibmtechu
[6] check
[6] out
[6] missed
[6] last
[6] year's
[6] come
[6] join
[6] year

Top Words in Tweet in G8:
[7] 10
[5] 15
[5] #ibmtechu
[5] prioritizing
[5] best
[5] technology
[3] please
[3] join
[3] thursday
[3] presentation

Top Words in Tweet in G9:
[7] #techuprague
[7] #ibmtechu
[6] prague
[6] ibm
[4] colleague
[4] danny
[4] techu
[2] reporting
[2] live
[2] impressions

Top Words in Tweet in G10:
[8] #4g
[8] #3g
[7] #signup
[7] #free
[7] #5g
[7] #data_science
[7] #webinar
[7] more
[7] detail
[7] visit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[678] #architectingthefuture,#ibmtechu
[613] distinguished,engineer
[604] #ibm,#ibmsystems
[589] #ibmsystems,#europe
[509] thomas_harrer,distinguished
[506] engineer,#cto
[501] #cto,#ibm
[448] 21,25
[412] #ibmtechu,thomas_harrer
[368] #ibmtechu,#techu

Top Word Pairs in Tweet in G1:
[207] #ibmsystems,#europe
[204] 21,25
[202] distinguished,engineer
[194] #ibm,#ibmsystems
[192] #architectingthefuture,#ibmtechu
[179] thomas_harrer,distinguished
[177] engineer,#cto
[171] #cto,#ibm
[168] #ibmtechu,#techu
[134] #techu,#prague

Top Word Pairs in Tweet in G2:
[208] #architectingthefuture,#ibmtechu
[175] #ibm,#ibmsystems
[147] #ibmsystems,#europe
[146] distinguished,engineer
[135] thomas_harrer,distinguished
[135] engineer,#cto
[135] #cto,#ibm
[107] attend,#architectingthefuture
[89] 21,25
[83] october,21

Top Word Pairs in Tweet in G3:
[85] #ibmsystems,#europe
[72] distinguished,engineer
[72] #ibm,#ibmsystems
[69] #architectingthefuture,#ibmtechu
[66] #ibmtechu,thomas_harrer
[53] thomas_harrer,ibm's
[53] ibm's,distinguished
[53] engineer,#ibm
[44] #dl,#ml
[44] #smm,ty

Top Word Pairs in Tweet in G4:
[203] #architectingthefuture,#ibmtechu
[188] distinguished,engineer
[172] #cto,#ibm
[171] thomas_harrer,distinguished
[170] engineer,#cto
[155] #ibm,#ibmsystems
[148] #ibmtechu,thomas_harrer
[145] #ibmsystems,#europe
[123] 21,25
[87] #ibmtechu,#techu

Top Word Pairs in Tweet in G5:
[94] #ibmtechu,#techuprague
[56] #vios,#powervm
[54] #ibmchampion,#nerdherd
[53] #powervc,#ibmchampion
[53] #nerdherd,#fintech
[53] #fintech,#aix
[53] #aix,#vios
[53] #powervm,#power9
[53] #power9,#ibmi
[53] #ibmi,#ibmcloud

Top Word Pairs in Tweet in G6:
[9] #ibmtechu,prague
[7] #cloud,#data
[6] learn,leverage
[6] leverage,disruptive
[6] disruptive,technology
[6] technology,trends
[6] trends,cloud
[6] cloud,cognitive
[6] cognitive,#ibmtechu
[5] #architectingthefuture,#ibmtechu

Top Word Pairs in Tweet in G7:
[6] check,out
[6] out,missed
[6] missed,last
[6] last,year's
[6] year's,#ibmtechu
[6] #ibmtechu,sydney
[6] sydney,come
[6] come,join
[6] join,year
[6] year,sydney

Top Word Pairs in Tweet in G8:
[5] 10,15
[5] prioritizing,best
[5] best,technology
[3] please,join
[3] join,thursday
[3] thursday,10
[3] 15,#ibmtechu
[3] #ibmtechu,presentation
[3] presentation,prioritizing
[3] technology,user

Top Word Pairs in Tweet in G9:
[5] #techuprague,#ibmtechu
[4] colleague,danny
[2] reporting,live
[2] live,prague
[2] prague,colleague
[2] danny,impressions
[2] impressions,day
[2] day,1
[2] 1,ibm
[2] ibm,techu

Top Word Pairs in Tweet in G10:
[8] #4g,#3g
[7] #signup,#free
[7] #free,#5g
[7] #5g,#data_science
[7] #data_science,#webinar
[7] #webinar,more
[7] more,detail
[7] detail,visit
[7] visit,certificate
[7] certificate,participation

Top Replied-To
Top Replied-To in Entire Graph:
@topcybernews
@petrabernhardt
@blueexperts
@thomas_harrer
@interskill
@ibm
@ibmpowersystems
@douglasgibbsibm
@sfradiologie
@easi_net

Top Replied-To in G1:
@topcybernews
@petrabernhardt
@blueexperts
@interskill
@ibmpowersystems
@petrabuehrer
@sfradiologie
@manojk_suyal
@spirosmargaris

Top Replied-To in G3:
@petrabernhardt
@topcybernews
@blueexperts
@adriennemcg1

Top Replied-To in G4:
@topcybernews
@zoginstor

Top Replied-To in G5:
@ibm
@thomas_harrer
@douglasgibbsibm
@sarbjeetjohal

Top Replied-To in G9:
@easi_net

Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@ibm
@topcybernews
@wef
@ibmsystems
@haroldsinnott
@evankirstel
@ibmpowersystems
@ibmstorage
@blueexperts

Top Mentioned in G1:
@thomas_harrer
@ibm
@ibmsystems
@topcybernews
@ibmpowersystems
@wef
@blueexperts
@ibmstorage
@hiltonhotels
@sean_f

Top Mentioned in G2:
@thomas_harrer
@wef
@haroldsinnott
@evankirstel
@stephanenappo
@mikequindazzi
@domhalps
@fabriziobustama
@topcybernews
@frronconi

Top Mentioned in G3:
@thomas_harrer
@ibm
@wef
@marcusborba
@kressheiko
@sean_f
@mikequindazzi
@topcybernews
@ibmblockchain
@ibmsystems

Top Mentioned in G4:
@thomas_harrer
@topcybernews
@ibm
@ibmsystems
@wef
@welcomeai
@ibmstorage
@heinzvhoenen
@ibmpowersystems
@frronconi

Top Mentioned in G5:
@petrabuehrer
@zoginstor
@mr_nmon
@power_gaz
@spirosmargaris
@ibm
@thomas_harrer
@wef
@nodexl
@topcybernews

Top Mentioned in G8:
@compuware
@kwsisson

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@nosqldigest
@gamergeeknews
@deejayiwan
@evankirstel
@rhaf_hq
@chidambara09
@ottlegalrebels
@btzmedina
@fintechna

Top Tweeters in G1:
@rhaf_hq
@humbertozamorar
@adnanserpen
@ssxman2
@spirosmargaris
@tmmmarshall
@vivekghosal
@lesguer_lionel
@dinisguarda
@digitalogi

Top Tweeters in G2:
@arkangelscrap
@deejayiwan
@evankirstel
@chidambara09
@cybersec_feeds
@nomoreslaves
@mjoehlerich
@cnet
@martingaedt
@ganjasmokercb

Top Tweeters in G3:
@nosqldigest
@drnewbold
@albertan48
@brianlinuxing
@hal_good
@bsetiawan55
@techpearce3
@salesforce
@severinelienard
@jenniferbrown

Top Tweeters in G4:
@btzmedina
@calcaware
@cnbc
@yahoofinance
@opprime_tv
@acertijo
@ipfconline1
@biancaahonen
@newsneus
@vishne0

Top Tweeters in G5:
@gamergeeknews
@ottlegalrebels
@fintechna
@santchiweb
@richsimmondsza
@rwang0
@jingbay
@pardoe_ai
@sql_handle
@tamaramccleary

Top Tweeters in G6:
@iam__network
@cabanes
@yuli_sidharta
@lars_fpetersson
@kemardali
@hdex
@edvbiz
@husanlal16
@futurefan99
@mitya_mironov

Top Tweeters in G7:
@krish_nas
@twit2poo
@chithra_k_s
@lxavio
@bhalaji21297

Top Tweeters in G8:
@compuware
@glenneveritt
@keith_sockow
@kwsisson

Top Tweeters in G9:
@carm_torres
@easi_net
@cloud_2be

Top Tweeters in G10:
@nvsdata
@usdatascience
@techlearninghub


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