IBMStorage, Twitter, 2/13/2020 8:08:31 PM, 221078


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IBMStorage_2020-02-13_11-46-25.xlsx
IBMStorage_2020-02-13_11-46-25.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 13, 2020
Short Description:
IBMStorage via NodeXL http://bit.ly/2HnFIwq
@ibmstorage
@thomas_harrer
@nsaopen
@zoginstor
@ibmsystems
@bobby_gratz
@cardineauxibm
@ed_j_walsh
@chidambara09
@ronriffe

Top hashtags:
#ibmstorage
#ibm
#stockholm
#storage
#breaking
#storagemadesmart
#news
#flashsystems

Description:
Description
The graph represents a network of 628 Twitter users whose recent tweets contained "IBMStorage", 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 Thursday, 13 February 2020 at 19:53 UTC.

The tweets in the network were tweeted over the 8-day, 8-hour, 5-minute period from Wednesday, 05 February 2020 at 11:40 UTC to Thursday, 13 February 2020 at 19:45 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 : 628
Unique Edges : 1534
Edges With Duplicates : 4654
Total Edges : 6188
Number of Edge Types : 5
Tweet : 223
Retweet : 458
Mentions : 1247
MentionsInRetweet : 3581
Replies to : 679
Self-Loops : 253
Reciprocated Vertex Pair Ratio : 0.025762129669386
Reciprocated Edge Ratio : 0.0502302218501465
Connected Components : 42
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 569
Maximum Edges in a Connected Component : 6120
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.840385
Graph Density : 0.00606720913459096
Modularity : 0.227197
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 628 Twitter users whose recent tweets contained "IBMStorage", 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 Thursday, 13 February 2020 at 19:53 UTC.

The tweets in the network were tweeted over the 8-day, 8-hour, 5-minute period from Wednesday, 05 February 2020 at 11:40 UTC to Thursday, 13 February 2020 at 19:45 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 : IBMStorage
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&
[23] https://event.on24.com/wcc/r/2171531/9020DBCBF8CB1618E03D83C6A0F758BF
[20] https://www.ibm.com/uk-en/it-infrastructure/learn/storwize-wizeguys?utm_medium=OSocial&utm_source=Youtube&utm_content=000038LO&utm_term=10003252&utm_id=Wizeguys&cm_mmc=OSocial_Youtube-_-Systems_Systems+-+Storage-_-EP_EP-_-Wizeguys&cm_mmca1=000038LO&cm_mmca2=10003252&utm_medium=social&utm_source=youtube_endframe&utm_campaign=wizeguys
[14] https://www.ibm.com/blogs/systems/storage-made-simple-hybrid-multicloud/
[13] https://www.ibm.com/blogs/systems/storage-made-simple-hybrid-multicloud
[12] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register
[9] http://ibm.biz/StrQ120Blog?social_post=3114624583&linkId=82201878
[9] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Linkedin&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Linkedin-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&
[8] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&&linkId=81479920
[8] https://www.ibm.com/case-studies/skagerak-energi-flashsystem-power

Top URLs in Tweet in G1:
[7] http://ibm.biz/StrQ120Blog?social_post=3114624583&linkId=82201878
[7] https://www.ibm.com/case-studies/ats-group-it-infrastructure-cloud
[7] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register
[6] https://www.ibm.com/blogs/systems/storage-made-simple-hybrid-multicloud/
[5] https://www.youtube.com/watch?v=vIwTBUlNhAY&feature=emb_logo

[5] http://ow.ly/JhGW50y4iJm
[4] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https%3A%2F%2Ft.co%2Fttut3VfJQm&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register
[4] https://www.ibm.com/case-studies/skagerak-energi-flashsystem-power
[4] https://www.ibm.com/case-studies/familiprix-systems-hardware-power-sap?utm_medium=OSocial&utm_source=Twitter&utm_content=000027BI&utm_term=10006640&utm_id=Case+Study&cm_mmc=OSocial_Twitter-_-Global+Business+Services_Cloud+Application+Innovation-_-WW_WW-_-Case+Study&cm_mmca1=000027BI&cm_mmca2=10006640
[3] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&&linkId=81479920

Top URLs in Tweet in G2:
[6] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&
[4] https://www.ibm.com/blogs/systems/storage-made-simple-hybrid-multicloud?utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11Blog-01272020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11Blog-01272020&cm_mmca1=000036TL&
[3] https://www.ibm.com/uk-en/it-infrastructure/learn/storwize-wizeguys?utm_medium=OSocial&utm_source=Youtube&utm_content=000038LO&utm_term=10003252&utm_id=Wizeguys&cm_mmc=OSocial_Youtube-_-Systems_Systems+-+Storage-_-EP_EP-_-Wizeguys&cm_mmca1=000038LO&cm_mmca2=10003252&utm_medium=social&utm_source=youtube_endframe&utm_campaign=wizeguys
[2] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Linkedin&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Linkedin-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&
[2] https://www.ibm.com/it-infrastructure/storage/storage-insights/registration
[2] https://www.ibm.com/blogs/systems/ibm-drives-innovation-storage-ai-big-data-modern-data-protection-hybrid-multicloud/
[1] https://twitter.com/ibmsverige/status/1219962958295506944
[1] https://twitter.com/IBMStorage/status/1225783307285168128
[1] https://twitter.com/ibmstorage/status/1227200640990007296
[1] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://mail.notes.na.collabserv.com/verse&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register

Top URLs in Tweet in G3:
[7] https://siliconangle.com/2020/02/12/ibm-simplifies-storage-new-flashsystem-family/
[5] https://video.cube365.net/c/924825
[4] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&&linkId=81479920
[4] https://www.ibm.com/blogs/systems/storage-made-simple-hybrid-multicloud/
[4] https://video.cube365.net/c/924818
[4] https://video.cube365.net/c/924824
[4] https://video.cube365.net/c/924788
[3] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&
[3] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&&linkId=81850278
[2] https://searchstorage.techtarget.com/news/252478577/IBM-Storage-folds-Storwize-arrays-into-FlashSystem-line

Top URLs in Tweet in G4:
[17] https://www.ibm.com/uk-en/it-infrastructure/learn/storwize-wizeguys?utm_medium=OSocial&utm_source=Youtube&utm_content=000038LO&utm_term=10003252&utm_id=Wizeguys&cm_mmc=OSocial_Youtube-_-Systems_Systems+-+Storage-_-EP_EP-_-Wizeguys&cm_mmca1=000038LO&cm_mmca2=10003252&utm_medium=social&utm_source=youtube_endframe&utm_campaign=wizeguys
[9] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&
[6] https://www.ibm.com/blogs/systems/cyber-resiliency-best-practices-staying-prepared-for-cyberattack/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-CyberResiliencyLS-01022020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-CyberResiliencyLS-01022020&cm_mmca1=000036TL&linkId=79975210&social_post=3084841702&linkId=81481529
[4] https://event.on24.com/wcc/r/2171531/9020DBCBF8CB1618E03D83C6A0F758BF
[2] https://www.ibm.com/account/reg/us-en/signup?formid=urx-41168&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Modern+Data+Protection_ov74093&cm_mmca1=000036TL&cm_mmca2=10012407&social_post=3058561438&linkId=81131664
[2] https://www.ibm.com/blogs/systems/storage-made-simple-hybrid-multicloud/
[2] https://www.ibm.com/blogs/systems/storage-made-simple-hybrid-multicloud
[1] http://ibm.biz/StrQ120Blog?social_post=3114624583&linkId=82201878
[1] https://www.linkedin.com/pulse/innovate-die-uncovering-right-data-fuel-business-advantage-harrer
[1] https://www.ibm.com/uk-en/it-infrastructure/learn/storwize-wizeguys?utm_id=Wizeguys%20Post%20Twitter%201&cm_mmc=OSocial_Twitter-_-Systems_Systems%20-%20Storage-_-EP_EP-_-Wizeguys%20Post%20Twitter%201&cm_mmca1=000038LO&cm_mmca2=10003252&utm_source=Twitter&utm_medium=OSocial&utm_campaign=WizeGuys&utm_term=10003252&utm_content=000038LO

Top URLs in Tweet in G6:
[5] https://www.ibm.com/blogs/systems/storage-made-simple-hybrid-multicloud
[4] https://event.on24.com/wcc/r/2171531/9020DBCBF8CB1618E03D83C6A0F758BF
[3] https://www.ibm.com/blogs/systems/storage-made-simple-hybrid-multicloud?utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11Blog-01272020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11Blog-01272020&cm_mmca1=000036TL&
[2] https://twitter.com/IBMStorage/status/1224694124877635584
[2] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Facebook&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Facebook-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&
[2] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&
[2] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register
[2] https://www.ibm.com/case-studies/skagerak-energi-flashsystem-power
[1] https://twitter.com/ibmstorage/status/1207335125110919169
[1] https://techdata.zoom.us/webinar/register/WN_gilRKXhQQueAN92vYuoXgg

Top URLs in Tweet in G7:
[12] https://event.on24.com/wcc/r/2171531/9020DBCBF8CB1618E03D83C6A0F758BF
[1] http://pic.twitter.com/1BMdQylRLZ

Top URLs in Tweet in G8:
[3] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://notes.services.box.com/&eventid=2171531&sessionid=1&key=9020DBCBF8CB1618E03D83C6A0F758BF®Tag=&sourcepage=register&utm_medium=OSocial&utm_source=Linkedin&utm_content=000036TL&utm_term=10001909&utm_id=Storage-Feb11LiveStream-01102020&cm_mmc=OSocial_Linkedin-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-Feb11LiveStream-01102020&cm_mmca1=000036TL&
[2] https://youtu.be/ijADTI_JCRA
[1] https://www.youtube.com/watch?v=lqeeIAtdcSI

[1] https://www.youtube.com/watch?v=_5xM9j0yhV0

[1] https://www.youtube.com/watch?v=Mwo8vhbq6jk

[1] https://www.youtube.com/watch?v=zXOXKzvxwn8&t=4s

[1] https://twitter.com/IBMMiddlewareUC/status/1225377389473124353

Top URLs in Tweet in G9:
[1] https://ibm.webcasts.com/starthere.jsp?ei=1282389&tp_key=57413040e8&social_post=3104251711&linkId=81921437

Top Domains
Top Domains in Tweet in Entire Graph:
[136] ibm.com
[99] on24.com
[64] twitter.com
[46] dy.si
[30] cube365.net
[13] linkedin.com
[13] youtube.com
[10] ibm.biz
[7] siliconangle.com
[5] ow.ly

Top Domains in Tweet in G1:
[39] ibm.com
[33] dy.si
[22] on24.com
[18] twitter.com
[8] ibm.biz
[5] youtube.com
[5] ow.ly
[4] crn.com
[4] linkedin.com
[2] techtarget.com

Top Domains in Tweet in G2:
[22] ibm.com
[11] twitter.com
[10] on24.com
[2] dy.si
[2] youtube.com
[1] idg.de
[1] surveygizmo.com
[1] linkedin.com
[1] crn.com

Top Domains in Tweet in G3:
[29] cube365.net
[21] on24.com
[21] twitter.com
[20] ibm.com
[7] siliconangle.com
[3] linkedin.com
[2] techtarget.com
[2] youtube.com
[2] dy.si
[2] eweek.com

Top Domains in Tweet in G4:
[38] ibm.com
[14] on24.com
[2] twitter.com
[1] ibm.biz
[1] linkedin.com
[1] washingtonpost.com
[1] tweetedtimes.com

Top Domains in Tweet in G6:
[13] ibm.com
[12] on24.com
[9] twitter.com
[9] dy.si
[4] linkedin.com
[1] zoom.us

Top Domains in Tweet in G7:
[12] on24.com
[1] twitter.com

Top Domains in Tweet in G8:
[4] youtube.com
[3] on24.com
[2] youtu.be
[1] twitter.com

Top Domains in Tweet in G9:
[1] webcasts.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[744] ibmstorage
[550] ibm
[530] stockholm
[411] storage
[385] breaking
[380] storagemadesmart
[356] news
[202] flashsystems
[201] multicloud
[163] hybridcloud



Top Hashtags in Tweet in G1:
[133] ibmstorage
[27] multicloud
[25] flashstorage
[24] spectrumvirtualize
[20] hybridmulticloud
[17] ai
[16] hybridcloud
[13] storage
[12] ibmsystems
[9] stockholm

Top Hashtags in Tweet in G2:
[314] ibm
[304] stockholm
[220] breaking
[218] storagemadesmart
[211] storage
[197] news
[182] ibmstorage
[81] ibmflashsystems
[76] flashsystems
[71] wizeguys

Top Hashtags in Tweet in G3:
[131] ibmstorage
[21] storage
[17] ibm
[15] flashsystem
[12] multicloud
[10] hybridcloud
[9] cyberresiliency
[9] spectrumvirtualize
[9] thecube
[8] stockholm

Top Hashtags in Tweet in G4:
[207] stockholm
[206] ibm
[188] ibmstorage
[160] storage
[153] breaking
[150] storagemadesmart
[147] news
[117] flashsystems
[104] multicloud
[101] ibmsystems

Top Hashtags in Tweet in G5:
[1] wince
[1] whence
[1] subnet_mask
[1] 1john1_14
[1] waistbender

Top Hashtags in Tweet in G6:
[39] ibmstorage
[5] ai
[4] bigdata
[3] flashstorage
[2] storage
[2] storagemadesimple
[2] bestdatein4words
[2] hybridmulticloud
[1] universities
[1] colleges

Top Hashtags in Tweet in G7:
[35] ibmstorage
[26] ai
[15] bigdata
[7] multicloud
[5] ibmsystems
[5] hybridcloud
[2] ibm
[2] cyberresiliency
[2] cyberattacks
[2] stockholm

Top Hashtags in Tweet in G8:
[11] ibmstorage
[2] san
[2] ibmchampions
[2] ibmtechu
[2] multicloud
[2] storage
[2] ai
[2] nvme
[2] ibm
[1] enterprise

Top Hashtags in Tweet in G9:
[8] multicloud
[1] ibmstorage

Top Hashtags in Tweet in G10:
[5] ibmchampions
[5] businessanalytics
[1] cybersecurity
[1] ibmstorage
[1] ibmchampion

Top Words
Top Words in Tweet in Entire Graph:
[1761] Words in Sentiment List#1: Positive
[1028] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[53193] Non-categorized Words
[55981] Total Words
[1248] #ibmstorage
[1244] ibmstorage
[907] #ibm
[820] #defstar5
[751] storage

Top Words in Tweet in G1:
[165] #ibmstorage
[146] ibmstorage
[144] storage
[71] learn
[55] simplify
[53] ibm
[53] launch
[50] hybrid
[49] live
[48] platform

Top Words in Tweet in G2:
[657] ibmstorage
[539] #ibm
[508] #ibmstorage
[507] #defstar5
[441] #stockholm
[431] ibmsystems
[390] #storage
[362] launch
[312] storage
[299] #ibmsystems

Top Words in Tweet in G3:
[160] #ibmstorage
[105] ibmstorage
[93] storage
[71] ibm
[64] zoginstor
[44] ed_j_walsh
[40] #storage
[40] thecube
[37] launch
[32] dvellante

Top Words in Tweet in G4:
[321] ibmstorage
[315] #ibm
[287] #ibmstorage
[284] #defstar5
[249] ibmsystems
[248] #stockholm
[236] #storage
[208] #flashsystems
[197] #bigdata
[192] #multicloud

Top Words in Tweet in G5:
[6] cryengine
[4] linusgsebastian
[4] americanmensa
[3] liquidtitan
[3] jokermovie
[3] redgamingtech
[3] ibmresearch
[3] panos_panay
[3] openpowerorg
[3] amdryzen

Top Words in Tweet in G6:
[39] #ibmstorage
[20] storage
[18] hybrid
[16] multicloud
[13] platform
[12] one
[10] simplify
[9] learn
[9] solutions
[8] join

Top Words in Tweet in G7:
[38] #ibmstorage
[38] #bigdata
[34] #ai
[32] learn
[32] solutions
[31] hybrid
[30] join
[30] 11
[30] latest
[29] webcast

Top Words in Tweet in G8:
[11] #ibmstorage
[10] storage
[6] ibm
[5] 11
[4] learn
[4] champion
[4] bob
[4] ready
[4] something
[4] register

Top Words in Tweet in G9:
[8] próximo
[8] 10
[8] marzo
[8] invitamos
[8] desayunar
[8] mientras
[8] pones
[8] día
[8] entornos
[8] #multicloud

Top Words in Tweet in G10:
[10] mainline
[10] ibm
[5] congrats
[5] 2020
[5] #ibmchampions
[5] skills
[5] span
[5] variety
[5] solution
[5] areas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[519] ibmstorage,ibmsystems
[445] #hybridcloud,#multicloud
[417] #ibmsystems,#hybridcloud
[412] #multicloud,#bigdata
[380] #breaking,#news
[380] #news,#storagemadesmart
[366] #ibmstorage,#ibmsystems
[336] launch,#stockholm
[288] storage,launch
[273] #storagemadesmart,#storage

Top Word Pairs in Tweet in G1:
[48] simplify,storage
[39] live,stream
[31] hybrid,multicloud
[30] launch,event
[29] february,11
[28] ready,something
[28] something,#ibmstorage
[27] #ibmstorage,register
[27] stream,launch
[26] learn,more

Top Word Pairs in Tweet in G2:
[301] ibmstorage,ibmsystems
[244] #hybridcloud,#multicloud
[238] #multicloud,#bigdata
[235] #ibmsystems,#hybridcloud
[216] #breaking,#news
[216] #news,#storagemadesmart
[215] #ibmstorage,#ibmsystems
[210] launch,#stockholm
[197] #defstar5,#makeyourownlane
[197] #makeyourownlane,#smm

Top Word Pairs in Tweet in G3:
[30] ibm,storage
[22] #thecube,#ibmstorage
[19] ed_j_walsh,ibmstorage
[17] ed,walsh
[16] ibmstorage,ibm
[16] hybrid,multicloud
[15] live,stream
[14] stu,dfloyer
[14] zoginstor,ibmstorage
[13] flashsystem,family

Top Word Pairs in Tweet in G4:
[190] ibmstorage,ibmsystems
[168] #hybridcloud,#multicloud
[155] #ibmsystems,#hybridcloud
[152] #breaking,#news
[152] #news,#storagemadesmart
[149] #multicloud,#bigdata
[130] #ibmstorage,#ibmsystems
[114] launch,#stockholm
[107] #storagemadesmart,#storage
[107] #storage,#ibm

Top Word Pairs in Tweet in G5:
[3] liquidtitan,jokermovie
[3] jokermovie,redgamingtech
[3] redgamingtech,ibmresearch
[3] ibmresearch,panos_panay
[3] panos_panay,openpowerorg
[3] openpowerorg,amdryzen
[3] amdryzen,cerny
[3] cerny,googleai
[3] googleai,linusgsebastian
[3] linusgsebastian,cryengine

Top Word Pairs in Tweet in G6:
[16] hybrid,multicloud
[12] one,platform
[9] #ibmstorage,one
[9] platform,hybrid
[8] multicloud,see
[7] february,11
[7] simplify,storage
[6] learn,latest
[6] latest,solutions
[6] live,stream

Top Word Pairs in Tweet in G7:
[34] #ai,#bigdata
[29] webcast,february
[29] february,11
[29] 11,learn
[29] learn,latest
[29] latest,solutions
[29] solutions,#ibmstorage
[29] #ibmstorage,hybrid
[27] join,webcast
[27] hybrid,multicloud

Top Word Pairs in Tweet in G8:
[4] ready,something
[4] something,#ibmstorage
[4] #ibmstorage,register
[4] register,catch
[4] catch,live
[4] live,stream
[4] stream,launch
[4] launch,event
[4] event,february
[4] february,11

Top Word Pairs in Tweet in G9:
[8] próximo,10
[8] 10,marzo
[8] marzo,invitamos
[8] invitamos,desayunar
[8] desayunar,mientras
[8] mientras,pones
[8] pones,día
[8] día,entornos
[8] entornos,#multicloud
[8] #multicloud,eres

Top Word Pairs in Tweet in G10:
[5] congrats,mainline
[5] mainline,2020
[5] 2020,#ibmchampions
[5] #ibmchampions,skills
[5] skills,span
[5] span,variety
[5] variety,solution
[5] solution,areas
[5] areas,including
[5] including,#businessanalytics

Top Replied-To
Top Replied-To in Entire Graph:
@neilcattermull
@sallyeaves
@carnevalebp
@ibmstorage
@zoginstor
@ed_j_walsh
@topcybernews
@akrund
@bobby_gratz
@gbmcomms

Top Replied-To in G1:
@ibmstorage
@foxynthewolfox
@nintenloup_wolf
@upmc
@werner_sam
@topcybernews
@ibmz
@stoconsortium
@piyushgupta104
@bobcozzi

Top Replied-To in G2:
@neilcattermull
@carnevalebp
@sallyeaves
@ed_j_walsh
@akrund
@zoginstor
@ibmbenelux
@bobby_gratz
@topcybernews
@gbmcomms

Top Replied-To in G3:
@ibmpoetter
@sr_mcdowell
@mattwbaker
@neilcattermull
@bobby_gratz
@furrier
@sarbjeetjohal
@sarikookoo5
@carnevalebp
@zoginstor

Top Replied-To in G4:
@sallyeaves
@neilcattermull
@carnevalebp
@ibmstorage
@zoginstor
@topcybernews
@workgeorgina
@ibmpoetter
@werner_sam
@storagejake

Top Replied-To in G5:
@liquidtitan

Top Replied-To in G8:
@ibmstorage

Top Mentioned
Top Mentioned in Entire Graph:
@ibmstorage
@ibmsystems
@zoginstor
@ed_j_walsh
@neilcattermull
@sallyeaves
@thomas_harrer
@mihaelastoian1
@ibm_uk_news
@ibm

Top Mentioned in G1:
@ibmstorage
@ibmsystems
@ibmpowersystems
@zoginstor
@ggru76
@ibmstoragesupt
@ed_j_walsh
@esg_global
@memorialhermann
@welch

Top Mentioned in G2:
@ibmstorage
@ibmsystems
@zoginstor
@sallyeaves
@ed_j_walsh
@neilcattermull
@mihaelastoian1
@thomas_harrer
@ibm_uk_news
@ibmnews

Top Mentioned in G3:
@ibmstorage
@zoginstor
@ed_j_walsh
@thecube
@dvellante
@stu
@dfloyer
@furrier
@netapp
@dellemc

Top Mentioned in G4:
@ibmstorage
@ibmsystems
@thomas_harrer
@neilcattermull
@zoginstor
@sallyeaves
@ed_j_walsh
@visitstockholm
@mihaelastoian1
@thomasanglero

Top Mentioned in G5:
@jokermovie
@redgamingtech
@ibmresearch
@panos_panay
@openpowerorg
@amdryzen
@cerny
@googleai
@linusgsebastian
@cryengine

Top Mentioned in G7:
@ibmstorage
@ibmsystems
@thomas_harrer
@ibm
@neilcattermull
@thomasanglero
@sallyeaves
@mihaelastoian1
@welchs

Top Mentioned in G8:
@ibmchampions
@broadcom
@nuance
@notesgirl
@nvidiadc
@ibmcommunity

Top Mentioned in G10:
@lauratuller
@libby

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@rosenchild
@cybersec_feeds
@entwistletx
@nomoreslaves
@ssxman2
@debraruh
@bernardo_pirola
@silentseawolf

Top Tweeters in G1:
@rosenchild
@nomoreslaves
@ene3112
@ricardo_ik_ahau
@tmmmarshall
@nexjql
@enriquen
@dogsareloyal1s
@heiseonline
@dubengeldu

Top Tweeters in G2:
@ssxman2
@bernardo_pirola
@spirosmargaris
@natschooler
@jblefevre60
@mvargasgarro
@topcybernews
@digitalogi
@tamaramccleary
@greentechdon

Top Tweeters in G3:
@sectest9
@llnuxbot
@cybersecurityn8
@linuxdreams
@thecube
@eweeknews
@furrier
@siliconangle
@absconsulting
@mongoosepvt

Top Tweeters in G4:
@debraruh
@silentseawolf
@marciasgreen
@xzpwedvhhh37i3c
@sachatb
@rtehrani
@sminaev2015
@themelis_cuiper
@hatzbymm
@psb_dc

Top Tweeters in G5:
@jamaica
@sciam
@teamusa
@usarmy
@ibmresearch
@teamchevy
@dodge
@redgamingtech
@elonmusk
@americanmensa

Top Tweeters in G6:
@cmaldy
@essex_truth
@juliansmallman
@ruthie56
@michelle_husada
@pradeepkr25
@tack67
@fridaykaye24
@keithbraswell
@atishisapru

Top Tweeters in G7:
@chidambara09
@entwistletx
@olafbleekemolen
@lars_fpetersson
@m_sermersheim
@meriam_holle
@sanbango
@synergymarketi5
@douwevt
@wlarcade

Top Tweeters in G8:
@bigdatastreams
@nvidiadc
@notesgirl
@ibmchampions
@broadcom
@ibmcommunity
@kaneykano
@nuance
@peterbasmajian
@gokhanyi

Top Tweeters in G9:
@ibm_es
@veronicachaconb
@jmrico1973
@juanlebra
@krell_rrhh
@lorenzopalacin
@jlriverol
@miguelroblesru

Top Tweeters in G10:
@cybersec_feeds
@libby
@mainlineinfosys
@mainlinertp
@klrtechcorp
@lauratuller