#TechU, Twitter, 1/14/2020 6:07:41 PM, 220011


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#TechU_2020-01-14_10-00-37.xlsx
#TechU_2020-01-14_10-00-37.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 14, 2020
Short Description:
#TechU via NodeXL http://bit.ly/375rqvy
@topcybernews
@thomas_harrer
@julez_norton
@dt
@skenniston
@sallyeaves
@dtenaerts_be
@ibm
@zoginstor
@ibmstorage

Top hashtags:
#techu
#ibmtechu
#ibm
#ibmsystems
#prague
#storage
#architectingthefuture
#amsterdam
#techuamsterdam

Description:
Description
The graph represents a network of 43 Twitter users whose recent tweets contained "#TechU", 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, 14 January 2020 at 18:00 UTC.

The tweets in the network were tweeted over the 5-day, 23-hour, 22-minute period from Wednesday, 08 January 2020 at 18:16 UTC to Tuesday, 14 January 2020 at 17:38 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 : 43
Unique Edges : 87
Edges With Duplicates : 61
Total Edges : 148
Number of Edge Types : 5
Replies to : 5
MentionsInRetweet : 101
Mentions : 33
Retweet : 4
Tweet : 5
Self-Loops : 5
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 6
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 33
Maximum Edges in a Connected Component : 138
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.275924
Graph Density : 0.0598006644518272
Modularity : 0.343385
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 43 Twitter users whose recent tweets contained "#TechU", 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, 14 January 2020 at 18:00 UTC.

The tweets in the network were tweeted over the 5-day, 23-hour, 22-minute period from Wednesday, 08 January 2020 at 18:16 UTC to Tuesday, 14 January 2020 at 17:38 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 : #TechU
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:
[7] https://www.ibm.com/blogs/systems/the-hot-storage-trends-for-2020?utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-2020predictionsblog-01072020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-2020predictionsblog-01072020&cm_mmca1=000036TL&social_post=3025657353&linkId=80361682
[2] https://www.linkedin.com/slink?code=dphgBjr
[1] https://www.linkedin.com/slink?code=dDE3BzH
[1] https://www.mys3tech.com/techu/

Top URLs in Tweet in G1:
[3] https://www.ibm.com/blogs/systems/the-hot-storage-trends-for-2020?utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-2020predictionsblog-01072020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-2020predictionsblog-01072020&cm_mmca1=000036TL&social_post=3025657353&linkId=80361682

Top URLs in Tweet in G2:
[4] https://www.ibm.com/blogs/systems/the-hot-storage-trends-for-2020?utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-2020predictionsblog-01072020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-2020predictionsblog-01072020&cm_mmca1=000036TL&social_post=3025657353&linkId=80361682

Top URLs in Tweet in G7:
[2] https://www.linkedin.com/slink?code=dphgBjr
[1] https://www.linkedin.com/slink?code=dDE3BzH

Top URLs in Tweet in G8:
[1] https://www.mys3tech.com/techu/

Top Domains
Top Domains in Tweet in Entire Graph:
[7] ibm.com
[3] linkedin.com
[1] mys3tech.com

Top Domains in Tweet in G1:
[3] ibm.com

Top Domains in Tweet in G2:
[4] ibm.com

Top Domains in Tweet in G7:
[3] linkedin.com

Top Domains in Tweet in G8:
[1] mys3tech.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[30] techu
[22] ibmtechu
[22] ibm
[17] ibmsystems
[15] prague
[8] storage
[7] architectingthefuture
[6] amsterdam
[6] techuamsterdam
[6] cto



Top Hashtags in Tweet in G1:
[12] ibmtechu
[12] ibmsystems
[12] ibm
[12] techu
[11] prague
[4] storage
[2] cloudcomputing
[2] hybridcloud
[2] hybridmulticloud
[1] architectingthefuture

Top Hashtags in Tweet in G2:
[5] ibmtechu
[5] ibm
[5] techu
[4] storage
[4] prague
[4] ibmsystems
[3] cloudcomputing
[3] hybridcloud
[3] hybridmulticloud
[1] digital

Top Hashtags in Tweet in G3:
[5] architectingthefuture
[5] amsterdam
[5] ibmtechu
[5] techu
[5] techuamsterdam
[5] cto
[5] ibm

Top Hashtags in Tweet in G4:
[1] techu
[1] power9

Top Hashtags in Tweet in G5:
[3] techu

Top Hashtags in Tweet in G6:
[1] acadawakagist
[1] ibadan
[1] techu

Top Hashtags in Tweet in G7:
[1] ibmsystems
[1] techu
[1] cognitive
[1] ai
[1] machinelearning

Top Hashtags in Tweet in G8:
[2] newyear
[2] educational
[2] free
[2] techu
[2] akron
[1] technologyintegration
[1] classroom
[1] vr
[1] ar
[1] pocasts

Top Words
Top Words in Tweet in Entire Graph:
[29] Words in Sentiment List#1: Positive
[8] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1067] Non-categorized Words
[1104] Total Words
[36] #techu
[26] #ibmtechu
[26] #ibmsystems
[24] #ibm
[21] ibmstorage

Top Words in Tweet in G1:
[14] #ibmtechu
[14] #ibmsystems
[14] #ibm
[14] #techu
[13] eric
[13] #storage
[13] legendary
[13] zoginstor
[13] stage
[13] #prague

Top Words in Tweet in G2:
[8] ibmstorage
[7] #ibmtechu
[7] #techu
[7] zoginstor
[5] thomas_harrer
[5] eric
[5] #storage
[5] legendary
[5] stage
[5] #prague

Top Words in Tweet in G3:
[5] follow
[5] #architectingthefuture
[5] track
[5] meet
[5] #amsterdam
[5] #ibmtechu
[5] #techu
[5] #techuamsterdam
[5] #cto
[5] #ibm

Top Words in Tweet in G4:
[2] bob

Top Words in Tweet in G5:
[3] finally
[3] #techu
[2] moment
[2] find
[2] rivals
[2] moved
[2] campus
[2] hostel

Top Words in Tweet in G6:
[4] registrar
[2] until
[2] appointment
[2] oga
[2] madam
[2] balogun
[2] dey
[2] sabbatical
[2] leave
[2] tech

Top Words in Tweet in G7:
[2] ibm
[2] systems
[2] techu
[2] istanbul
[2] 2020
[2] starts
[2] february
[2] come
[2] join
[2] register

Top Words in Tweet in G8:
[2] #newyear
[2] #educational
[2] opportunities
[2] sign
[2] #free
[2] jan
[2] 24th
[2] #techu
[2] session
[2] #akron

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] zoginstor,stage
[18] stage,#ibmtechu
[18] #ibmtechu,#prague
[18] #prague,#ibmsystems
[18] #ibmsystems,#ibm
[18] #ibm,#techu
[18] #techu,ibmstorage
[18] #cloudcomputing,#hybridcloud
[18] #hybridcloud,#hybridmulticloud
[12] ibmstorage,ibm

Top Word Pairs in Tweet in G1:
[13] zoginstor,stage
[13] stage,#ibmtechu
[13] #ibmtechu,#prague
[13] #prague,#ibmsystems
[13] #ibmsystems,#ibm
[13] #ibm,#techu
[13] #techu,ibmstorage
[13] #cloudcomputing,#hybridcloud
[13] #hybridcloud,#hybridmulticloud
[10] legendary,eric

Top Word Pairs in Tweet in G2:
[5] zoginstor,stage
[5] stage,#ibmtechu
[5] #ibmtechu,#prague
[5] #prague,#ibmsystems
[5] #ibmsystems,#ibm
[5] #ibm,#techu
[5] #techu,ibmstorage
[5] #cloudcomputing,#hybridcloud
[5] #hybridcloud,#hybridmulticloud
[4] check,eric

Top Word Pairs in Tweet in G3:
[5] follow,#architectingthefuture
[5] #architectingthefuture,track
[5] track,meet
[5] meet,#amsterdam
[5] #amsterdam,#ibmtechu
[5] #ibmtechu,#techu
[5] #techu,#techuamsterdam
[5] #techuamsterdam,#cto
[5] #cto,#ibm
[5] #ibm,#ibmsystems

Top Word Pairs in Tweet in G5:
[2] moment,finally
[2] finally,find
[2] find,rivals
[2] rivals,moved
[2] moved,campus
[2] campus,hostel
[2] hostel,#techu

Top Word Pairs in Tweet in G6:
[2] until,appointment
[2] appointment,oga
[2] oga,madam
[2] madam,balogun
[2] balogun,dey
[2] dey,sabbatical
[2] sabbatical,leave
[2] leave,tech
[2] tech,deputy
[2] deputy,registrar

Top Word Pairs in Tweet in G7:
[2] ibm,systems
[2] systems,techu
[2] techu,istanbul
[2] istanbul,2020
[2] 2020,starts
[2] starts,february
[2] february,come
[2] come,join
[2] join,register
[2] register,increased

Top Word Pairs in Tweet in G8:
[2] #newyear,#educational
[2] #educational,opportunities
[2] opportunities,sign
[2] sign,#free
[2] #free,jan
[2] jan,24th
[2] 24th,#techu
[2] #techu,session
[2] session,#akron
[2] #akron,learn

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ibmstorage
@zoginstor
@dtenaerts_be
@ibm
@mihaelastoian1
@skenniston
@sallyeaves
@dt
@julez_norton
@thomas_harrer

Top Mentioned in G1:
@zoginstor
@ibmstorage
@ibm
@mihaelastoian1
@skenniston
@sallyeaves
@dt
@dtenaerts_be
@julez_norton

Top Mentioned in G2:
@ibmstorage
@dtenaerts_be
@zoginstor
@thomas_harrer
@nodexl
@ibmsystems
@stephanenappo
@mikequindazzi
@ibmpowersystems
@alimohe

Top Mentioned in G3:
@julez_norton

Top Tweeters
Top Tweeters in Entire Graph:
@rhaf_hq
@ssxman2
@vivekghosal
@yukinari230
@spirosmargaris
@topcybernews
@ccprakay
@urfagundem
@machine_ml
@ing_martin_v

Top Tweeters in G1:
@vivekghosal
@yukinari230
@urfagundem
@2ndleprechaun
@hernangraffe
@ancarrillo964
@sallyeaves
@dt
@veenaproerp
@ibmstorage

Top Tweeters in G2:
@spirosmargaris
@topcybernews
@mikequindazzi
@pd_mobileapps
@ibmsystems
@ibmpowersystems
@nodexl
@alimohe
@mainframeguybs
@stephanenappo

Top Tweeters in G3:
@ssxman2
@ccprakay
@ing_martin_v
@julez_norton
@nortonrobotics
@creditcoder

Top Tweeters in G4:
@rhaf_hq
@bobf_foster

Top Tweeters in G5:
@awesome206
@abdulsa28636262

Top Tweeters in G6:
@youngstriker9
@acadawaka

Top Tweeters in G7:
@machine_ml
@turgutge

Top Tweeters in G8:
@s3protection
@s3techs


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