FAQ | Problem? #bigdata_2018-04-12_04-01-39.xlsx From: NodeXLExcelAutomator Uploaded on: April 12, 2018 Short Description: #bigdata via NodeXL http://bit.ly/2GRUwSd @alevergara78 @fisher85m @deeplearn007 @ipfconline1 @evankirstel @kirkdborne @steakutsee @gp_pulipaka @ronald_vanloon @mikequindazzi Top hashtags: #bigdata #ai #iot #machinelearning #datascience #fintech #analytics Description: Description The graph represents a network of 6,716 Twitter users whose tweets in the requested range contained “#bigdata”, or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 April 2018 at 11:06 UTC. The requested start date was Thursday, 12 April 2018 at 00:01 UTC and the maximum number of days (going backward) was 14. The maximum number of tweets collected was 10,000. The tweets in the network were tweeted over the 1-day, 19-hour, 19-minute period from Tuesday, 10 April 2018 at 04:40 UTC to Thursday, 12 April 2018 at 00:00 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 : 6716 Unique Edges : 9636 Edges With Duplicates : 5826 Total Edges : 15462 Number of Edge Types : 3 Tweet : 4874 Mentions : 10483 Replies to : 105 Self-Loops : 4874 Reciprocated Vertex Pair Ratio : 0.011967934966693 Reciprocated Edge Ratio : 0.0236527948231619 Connected Components : 1712 Single-Vertex Connected Components : 1011 Maximum Vertices in a Connected Component : 3350 Maximum Edges in a Connected Component : 11054 Maximum Geodesic Distance (Diameter) : 21 Average Geodesic Distance : 4.707779 Graph Density : 0.000198745219848179 Modularity : 0.509397 NodeXL Version : 1.0.1.396 Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality Top URLs Top Domains Top Domains in Tweet in Entire Graph:

[4437] twitter.com [458] paper.li [371] workiniot.com [146] datasciencecentral.com [92] pdeweb.com [90] google.com [79] iiot-world.com [64] ipfconline.fr [55] forbes.com [55] amazon.com Top Domains in Tweet in G1: [1133] twitter.com [240] workiniot.com [85] pdeweb.com [57] paper.li [20] youtube.com [19] elsevierhealth.com [19] iotbigdatajobs.com [16] google.com [13] linkedin.com [12] blogspot.com Top Domains in Tweet in G2: [943] twitter.com [47] ipfconline.fr [39] iiot-world.com [25] paper.li [24] datasciencecentral.com [16] elsevierhealth.com [14] dej.io [14] codetrick.net [12] 7wdata.be [12] co.uk Top Domains in Tweet in G3: [306] twitter.com [30] datasciencecentral.com [27] maria-johnsen.com [22] technative.io [21] paper.li [18] medium.com [11] co.uk [11] learnstartup.net [11] google.com [11] couthon.com Top Domains in Tweet in G4: [93] twitter.com [13] paper.li [13] youtu.be [10] samsungnext.com [5] datasciencecentral.com [4] elsevierhealth.com [4] cien.ai [4] edupioneer.net [4] youtube.com [3] csnews.com Top Domains in Tweet in G5: [234] twitter.com [69] datasciencecentral.com [20] techtarget.com [17] theinnovationenterprise.com [13] nvidia.com [11] wsj.com [10] sas.com [10] elsevierhealth.com [10] co.uk [10] healthleadersmedia.com Top Domains in Tweet in G6: [132] twitter.com [32] wiomax.com [16] microsoft.com [11] forbes.com [9] paper.li [8] laboratoryequipment.com [7] datamashup.info [6] codetrick.net [5] medium.com [5] datasciencecentral.com Top Domains in Tweet in G7: [94] twitter.com [18] paper.li [17] tickerin.com [12] estrategiapractica.com [9] cmun.it [7] rtinsights.com [6] forbes.com [6] knect365.com [5] insidebigdata.com [5] analyticsinsight.net Top Domains in Tweet in G8: [46] twitter.com [27] sys-con.com [15] cityfalcon.com [12] alltheinternetofthings.com [11] paper.li [6] thingsexpo.com [5] goo.gl [4] yourstory.com [3] google.com [3] t.co Top Domains in Tweet in G9: [119] twitter.com [33] wordpress.com [22] datafloq.com [22] floq.to [9] tickerin.com [8] google.com [6] paper.li [4] venturebeat.com [4] stockfluence.com [2] itespresso.fr Top Domains in Tweet in G10: [25] twitter.com [10] elmundofinanciero.com [7] paper.li [5] ziftsolutions.com [5] revistabyte.es [3] aggity.com [3] cio.com [3] csuite.pro [3] higinioiglesias.com [2] bit.ly Top Hashtags Top Hashtags in Tweet in Entire Graph: [9169] bigdata [3343] ai [2236] iot [2107] machinelearning [1795] datascience [1069] fintech [1016] analytics [952] deeplearning [710] cybersecurity [695] ml Top Hashtags in Tweet in G1: [860] bigdata [168] analytics [165] ai [89] newyork [81] data [74] iot [67] machinelearning [64] nyc [61] developer [58] tech Top Hashtags in Tweet in G2: [2474] bigdata [1429] ai [1196] iot [725] machinelearning [654] datascience [531] cybersecurity [513] fintech [381] ml [366] analytics [343] deeplearning Top Hashtags in Tweet in G3: [1087] bigdata [423] ai [340] machinelearning [327] datascience [236] iot [163] fintech [151] analytics [111] deeplearning [105] artificialintelligence [103] data Top Hashtags in Tweet in G4: [440] bigdata [387] ai [358] machinelearning [221] deeplearning [166] fintech [95] insurtech [92] marketing [64] datascience [56] ml [45] dl Top Hashtags in Tweet in G5: [527] bigdata [295] datascience [232] ai [213] machinelearning [79] deeplearning [72] iot [69] abdsc [53] fintech [38] insurtech [36] analytics Top Hashtags in Tweet in G6: [414] bigdata [163] machinelearning [152] datascience [130] ai [111] deeplearning [97] iot [33] analytics [32] azure [28] cloud [25] cybersecurity Top Hashtags in Tweet in G7: [318] bigdata [49] iot [31] analytics [30] ai [29] machinelearning [26] blockchain [25] datascience [20] tech [18] hadoop [18] bdd18 Top Hashtags in Tweet in G8: [234] bigdata [116] iot [80] ai [42] iiot [31] fintech [28] blockchain [28] cybersecurity [26] analytics [26] digital [24] ml Top Hashtags in Tweet in G9: [150] bigdata [34] ai [23] iot [17] machinelearning [12] datascience [11] data [10] artificialintelligence [9] tech [9] technology [7] business Top Hashtags in Tweet in G10: [131] bigdata [15] benidorm [15] forumturistic [11] iot [11] chatbots [10] bbvamomentum [10] elmundofinanicero [9] algoritmos [7] cloud [7] telefónicaticfórum Top Words Top Words in Tweet in Entire Graph: [4202] Words in Sentiment List#1: Positive [2206] Words in Sentiment List#2: Negative [29] Words in Sentiment List#3: Angry/Violent [169395] Non-categorized Words [175803] Total Words [9209] bigdata [3840] ai [2553] data [2371] iot [2106] machinelearning Top Words in Tweet in G1: [862] bigdata [392] data [214] analytics [213] ai [167] big [98] usa [92] deeplearn007 [89] newyork [88] tech [88] iot Top Words in Tweet in G2: [2477] bigdata [1557] ai [1233] iot [725] machinelearning [654] datascience [620] fisher85m [547] cybersecurity [517] fintech [472] data [390] analytics Top Words in Tweet in G3: [1089] bigdata [461] ai [361] data [339] machinelearning [327] datascience [242] iot [182] analytics [163] fintech [143] big [111] deeplearning Top Words in Tweet in G4: [514] ai [440] bigdata [358] machinelearning [285] deeplearn007 [267] learning [221] machine [221] deeplearning [166] fintech [143] data [111] ways Top Words in Tweet in G5: [531] bigdata [295] datascience [275] ai [241] data [213] machinelearning [192] read [189] more [181] here [159] kirkdborne [128] big Top Words in Tweet in G6: [415] bigdata [163] machinelearning [152] datascience [147] ai [122] gp_pulipaka [116] iot [111] deeplearning [94] data [94] learning [43] deep Top Words in Tweet in G7: [318] bigdata [105] data [65] iot [60] big [48] analytics [40] ai [36] daily [29] machinelearning [27] blockchain [25] datascience Top Words in Tweet in G8: [236] bigdata [123] iot [83] ai [56] data [44] iiot [38] mclynd [31] fintech [31] santé [30] analytics [29] cybersecurity Top Words in Tweet in G9: [151] bigdata [50] data [50] ai [32] iot [27] t [25] technology [25] datafloq [24] blockchain [19] co [18] big Top Words in Tweet in G10: [136] bigdata [19] ha [19] bbvamomentum [19] social [17] más [15] iot [15] benidorm [15] mano [15] mabrianofficial [15] presente Top Word Pairs Top Word Pairs in Tweet in Entire Graph: [772] big,data [716] bigdata,datascience [704] ai,machinelearning [688] iot,bigdata [576] machine,learning [508] machinelearning,deeplearning [500] bigdata,ai [459] ai,bigdata [440] bigdata,analytics [348] deeplearning,bigdata Top Word Pairs in Tweet in G1: [141] big,data [127] bigdata,analytics [64] newyork,nyc [44] deeplearn007,deeplearn007 [40] machine,learning [38] ca,usa [37] new,york [34] united,states [33] u_x,1u [33] 1u,bigdata Top Word Pairs in Tweet in G2: [406] iot,bigdata [262] bigdata,ai [202] ai,bigdata [187] ai,iot [183] ai,machinelearning [167] bigdata,datascience [153] machinelearning,deeplearning [151] internet,things [148] cybersecurity,fisher85m [145] machinelearning,datascience Top Word Pairs in Tweet in G3: [150] bigdata,datascience [108] big,data [73] ai,machinelearning [69] read,more [68] ai,bigdata [66] ai,ia [59] iot,bigdata [59] fintech,insurtech [58] machinelearning,bigdata [48] machinelearning,deeplearning Top Word Pairs in Tweet in G4: [312] ai,machinelearning [217] machine,learning [206] machinelearning,deeplearning [178] deeplearning,bigdata [159] bigdata,fintech [121] machinelearning,bigdata [95] fintech,insurtech [94] learning,ai [93] deeplearn007,5 [90] data,science Top Word Pairs in Tweet in G5: [187] bigdata,datascience [177] read,more [174] more,here [120] big,data [117] here,bigdata [77] datascience,machinelearning [63] machine,learning [58] abdsc,bigdata [53] ai,machinelearning [52] machinelearning,deeplearning Top Word Pairs in Tweet in G6: [92] bigdata,deeplearning [91] machinelearning,datascience [79] datascience,ai [76] deeplearning,machinelearning [52] bigdata,machinelearning [46] bigdata,datascience [39] deep,learning [38] machine,learning [30] big,data [24] learning,bigdata Top Word Pairs in Tweet in G7: [55] big,data [22] prof,dr [19] daily,thanks [16] bigdata,analytics [16] internet,things [16] things,iot [16] iot,tech [16] tech,bigdata [16] data,days [16] days,2018 Top Word Pairs in Tweet in G8: [38] iot,iiot [27] bigdata,iot [25] iot,bigdata [20] big,data [17] ai,bigdata [17] iiot,smartcities [17] ai,iot [16] thingsexpo,bigdata [15] bigdata,ai [13] nov,11 Top Word Pairs in Tweet in G9: [17] t,co [16] blockchain,technology [16] artificial,intelligence [15] technology,transform [15] transform,artificial [14] big,data [14] datafloq,bigdata [12] https,t [11] intelligence,https [11] co,qubjdpjwha Top Word Pairs in Tweet in G10: [15] benidorm,mano [15] mano,mabrianofficial [15] mabrianofficial,presente [15] presente,forumturistic [15] forumturistic,ejemplos [15] ejemplos,aplicación [15] aplicación,bigdata [14] maevigar,benidorm [14] bigdata,visitbenidor [10] comenzamos,segunda Top Replied-To 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 Replied-To in G5: Top Replied-To in G7: Top Replied-To in G8: Top Replied-To in G9: Top Mentioned 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 G7: Top Mentioned in G8: Top Mentioned in G9: Top Mentioned in G10: Top Tweeters 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: Tags: Connected Action Your Link to Social Network Insights

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