The graph represents a network of 212 Twitter users whose recent tweets contained "#IBMSystems", 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 Saturday, 14 September 2019 at 23:52 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 37-minute period from Thursday, 05 September 2019 at 14:33 UTC to Saturday, 14 September 2019 at 20:10 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
Vertices : 212
Unique Edges : 598
Edges With Duplicates : 1033
Total Edges : 1631
Self-Loops : 96
Reciprocated Vertex Pair Ratio : 0.0387275242047026
Reciprocated Edge Ratio : 0.0745672436750999
Connected Components : 19
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 173
Maximum Edges in a Connected Component : 1584
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.879078
Graph Density : 0.0167888759724582
Modularity : 0.275946
NodeXL Version : 1.0.1.419
Top URLs in Tweet in Entire Graph:
[13] https://twitter.com/IBMZ/status/1169988657811460097 [11] https://twitter.com/IBMZ/status/1166009910892650500 [9] http://www.ibm.com/training/events/prague2019 [9] https://twitter.com/IBMZ/status/1169477453988999168 [6] https://twitter.com/RAlexJimenez/status/1102010836950925312 [5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209717 [5] https://www.ibm.com/easytools/runtime/hspx/prod/public/X0027/PortalX/it/it/page/pageTemplate?s=78c374df5c884363b46454a5ffefb5d9&c=8268ddd7fa48436e83502960502fe6dd [4] https://twitter.com/IBMZ/status/1169596043358609412 [4] https://twitter.com/IBMZ/status/1172096233424527361 [4] https://twitter.com/IBMPowerSystems/status/1167097110631735298 Top URLs in Tweet in G1:
[2] https://www-03.ibm.com/services/learning/ites.wss/zz/en?pageType=page&c=a0002173 Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209717 [2] https://www.ncsc.gov.uk/guidance/social-media-how-to-use-it-safely [2] https://www.ibm.com/blogs/ibm-training/developing-the-next-generation-of-mainframe-talent/ [1] https://www.washingtonpost.com/brand-studio/ibm/the-future-speaks/?linkId=72725211#graham [1] https://www.ibm.com/blogs/systems/ibm-i-the-driverless-variant-of-it-infrastructure/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Power-_-WW_WW-_-IBMi-IT-Infrastructure-Power-Systems&cm_mmca1=000001AF&cm_mmca2=10001909&linkId=72834735 [1] https://twitter.com/i/moments/1127873645508882433 [1] https://www.youtube.com/watch?v=cqtcI_zIfpQ&feature=youtu.be [1] https://www.ibm.com/blogs/think/2019/09/ibm-systems-hybrid-multicloud/ [1] https://twitter.com/lars_fpetersson/status/1169119632768286720 [1] https://www.ibm.com/it-infrastructure/us-en/resources/z/platform-overview/ Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=dRzRD3GgDAA [1] https://www.ibm.com/it-infrastructure/z Top URLs in Tweet in G4:
[9] http://www.ibm.com/training/events/prague2019 [4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205732 [3] https://www.ibm.com/it-infrastructure/z?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+IBM+Z-_-WW_WW-_-IBM+Z+Sept+SigMo&cm_mmca1=000020YJ&cm_mmca2=10012355 [2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209717 [1] https://www.ibm.com/blogs/client-voices/blockchain-makes-financial-services-fairer-faster/ [1] https://www.washingtonpost.com/brand-studio/ibm/the-future-speaks/?linkId=72725211#graham [1] https://www.ibm.com/thought-leadership/institute-business-value/report/hybrid-cloud [1] https://www.ncsc.gov.uk/guidance/social-media-how-to-use-it-safely [1] https://www.ibm.com/industries/industrious?cm_mmc=OSocial_Blog-_-Industry+Marketing_Cross-Industry+Activities-_-WW_WW-_-Industrious+Magazine+-+bitly+vanity+&cm_mmca1=000032NH&cm_mmca2=10009774 Top URLs in Tweet in G5:
[13] https://twitter.com/IBMZ/status/1169988657811460097 [11] https://twitter.com/IBMZ/status/1166009910892650500 [9] https://twitter.com/IBMZ/status/1169477453988999168 [6] https://twitter.com/RAlexJimenez/status/1102010836950925312 [4] https://twitter.com/IBMPowerSystems/status/1111289345900773376 [4] https://twitter.com/IBMZ/status/1106201543605448705 [4] https://twitter.com/avrohomg/status/1168841094790037505 [4] https://twitter.com/IBMPowerSystems/status/1167097110631735298 [4] https://twitter.com/IBMZ/status/1169596043358609412 [4] https://twitter.com/IBMStorage/status/1156550111603888129 Top URLs in Tweet in G7:
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,e8cac6dd-a9b8-4f4e-ae2f-a91eb4be82c6&lang=en&sms=2&cn=-ifCqWp9UE6ki2eV4COMRw [1] http://www.cvent.com/events/iproc.aspx?5S,M3,e8cac6dd-a9b8-4f4e-ae2f-a91eb4be82c6&lang=en&sms=2&cn=UmNm8s3FTEKps5I6I6QJVw [1] http://www.cvent.com/events/iproc.aspx?5S,M3,e8cac6dd-a9b8-4f4e-ae2f-a91eb4be82c6&lang=en&sms=2&cn=MbBi9AHOaEKpXfxIopDPNQ [1] http://www.cvent.com/events/iproc.aspx?5S,M3,e8cac6dd-a9b8-4f4e-ae2f-a91eb4be82c6&lang=en&sms=2&cn=9l2yaX97nEiwkhXahWN6ag [1] http://www.cvent.com/events/iproc.aspx?5S,M3,e8cac6dd-a9b8-4f4e-ae2f-a91eb4be82c6&lang=en&sms=2&cn=3chF3GSugEmAm-AJGRnBZA [1] https://twitter.com/rossmauri/status/1172058550509690885 [1] https://newsroom.ibm.com/2019-09-12-IBM-Unveils-z15-With-Industry-First-Data-Privacy-Capabilities [1] https://www.funkschau.de/datacenter/artikel/169186/ [1] https://twitter.com/IBMNews/status/1172153434721705984 Top URLs in Tweet in G9:
[2] https://www.ibm.com/blogs/ibm-training/developing-the-next-generation-of-mainframe-talent/ [1] https://twitter.com/IBMZ/status/1172096233424527361 Top URLs in Tweet in G10:
[5] https://www.ibm.com/easytools/runtime/hspx/prod/public/X0027/PortalX/it/it/page/pageTemplate?s=78c374df5c884363b46454a5ffefb5d9&c=8268ddd7fa48436e83502960502fe6dd Top Domains
Top Word Pairs in Tweet in Entire Graph:
[81] t,h [54] h,#cto [54] ibmsystems,#ibmsystems [52] technical,university [50] #ibmz,ibmz [50] ibmz,ibmsystems [50] #ibmsystems,#z15 [50] #z15,#hybridcloud [49] 21,25 [49] october,2019 Top Word Pairs in Tweet in G1:
[8] nodexl,ibm [7] gregorsideris,petrawalzde [7] petrawalzde,drewthorst [7] drewthorst,kadler_ibm [7] kadler_ibm,rgsingh [7] rgsingh,vscott2018 [7] #ibmers,leverage [7] leverage,power [7] power,#socialmedia [5] #ibm,#ibmsystems Top Word Pairs in Tweet in G2:
[30] october,2019 [30] 21,25 [28] #ibmsystems,technical [28] technical,university [28] 25,october [22] t,h [22] #techu,21 [20] university,#techu [19] 2019,prague [16] h,#cto Top Word Pairs in Tweet in G3:
[52] ibmsystems,#ibmsystems [50] #ibmz,ibmz [50] ibmz,ibmsystems [50] #ibmsystems,#z15 [50] #z15,#hybridcloud [20] #hybridcloud,video [20] video,brought [20] brought,djiglobal [20] djiglobal,#osmo [20] #osmo,pocket Top Word Pairs in Tweet in G4:
[48] t,h [37] h,#cto [28] #cto,#ibmsystems [22] #ibmsystems,#europe [18] #ibmsystems,technical [18] technical,university [18] 21,25 [18] 25,october [18] october,2019 [17] university,#techu Top Word Pairs in Tweet in G5:
[47] #ibmz,#linuxone [29] #z15,#ibmz [26] #linuxone,#linuxoneiii [26] #linuxoneiii,#ibmsystems [21] #ibmsystems,#ibmz [20] #ibmz,#linuxoneiii [20] #linuxoneiii,#linuxone [20] #linuxone,#ibmsystems [17] hybrid,#multicloud [12] much,choice Top Word Pairs in Tweet in G6:
[6] #environment,#sdgs [6] #sdgs,#planet [6] #planet,greenhouse [6] greenhouse,gases [6] gases,hit [6] hit,record [6] record,levels [6] levels,xhscitech [6] xhscitech,#ff [6] #ff,topcybernews Top Word Pairs in Tweet in G7:
[6] #ibmz,#ibmsystems [5] join,event [5] event,2019 [5] 2019,prague [5] prague,ibm [5] ibm,systems [5] systems,technical [5] technical,university [5] #ibmtechu,#ibmz [5] #ibmsystems,# Top Word Pairs in Tweet in G8:
[2] built,smart [2] smart,loan [2] loan,application [2] application,using [2] using,#watson [2] #watson,#machinelearning [2] #machinelearning,#ibmz [2] #ibmz,#ibmtechu [2] #ibmtechu,#ibmtechuatlanta [2] #ibmtechuatlanta,#ibm Top Word Pairs in Tweet in G9:
[4] allrriigght,years [4] years,working [4] working,system [4] system,finally [4] finally,generally [4] generally,available [4] available,introducing [4] introducing,#ibmsystems [4] #ibmsystems,#ibmz [4] #ibmz,#z15 Top Word Pairs in Tweet in G10:
[5] ibm,impegna [5] impegna,ad [5] ad,andare [5] andare,verso [5] verso,l [5] l,#hardware [5] #hardware,open [5] open,#ibmsystems [5] #ibmsystems,#ibmthinkmagazine [5] #ibmthinkmagazine,#ibm Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G8:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: