The graph represents a network of 3,557 Twitter users whose tweets in the requested range contained "tensorflow", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 21 December 2022 at 11:36 UTC.
The requested start date was Wednesday, 21 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 1-hour, 48-minute period from Saturday, 17 December 2022 at 17:01 UTC to Tuesday, 20 December 2022 at 18:50 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 : 3557
Unique Edges : 1416
Edges With Duplicates : 14178
Total Edges : 15594
Number of Edge Types : 5
Retweet : 6334
MentionsInRetweet : 7149
Tweet : 1311
Mentions : 700
Replies to : 100
Self-Loops : 1601
Reciprocated Vertex Pair Ratio : 0.0149112872782182
Reciprocated Edge Ratio : 0.0293844151013576
Connected Components : 242
Single-Vertex Connected Components : 171
Maximum Vertices in a Connected Component : 3133
Maximum Edges in a Connected Component : 14886
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.673751
Graph Density : 0.000425103243876916
Modularity : 0.290316
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,557 Twitter users whose tweets in the requested range contained "tensorflow", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 21 December 2022 at 11:36 UTC.
The requested start date was Wednesday, 21 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 1-hour, 48-minute period from Saturday, 17 December 2022 at 17:01 UTC to Tuesday, 20 December 2022 at 18:50 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 : GraphServerTwitterSearch
Graph Term : tensorflow
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[3132] #bigdata,#analytics [2222] #analytics,#datascience [2003] #python,#rstats [1957] #iot,#iiot [1838] #ai,#machinelearning [1739] #datascience,#ai [1600] #machinelearning,#iot [1437] data,scientist [1413] python,tensorflow [1407] tensorflow,learn Top Word Pairs in Tweet in G1:
[1341] google,certified [1341] scientist,free [1341] free,basics [1341] python,tensorflow [1341] everything,spending [1341] certified,data [1341] basics,python [1341] tensorflow,learn [1341] data,scientist [1341] learn,everything Top Word Pairs in Tweet in G2:
[1751] #bigdata,#analytics [1170] #analytics,#datascience [1027] #ai,#machinelearning [944] #python,#rstats [898] #datascience,#ai [825] #machinelearning,#iot [806] #iot,#iiot [603] #iiot,#python [544] #analytics,#ai [525] #pytorch,#python Top Word Pairs in Tweet in G3:
[323] tut_ml,learn [306] #bigdata,#analytics [295] online,courses [291] learn,data [239] #ai,#iot [237] data,analytics [235] #100daysofcode,#ai [235] #machinelearning,#100daysofcode [235] courses,#machinelearning [215] #python,#rstats Top Word Pairs in Tweet in G4:
[903] #bigdata,#analytics [868] #iot,#iiot [815] #analytics,#datascience [710] #python,#rstats [625] #datascience,#ai [601] #ai,#machinelearning [586] #machinelearning,#iot [488] #iiot,#pytorch [476] #pytorch,#python [380] #iiot,#python Top Word Pairs in Tweet in G5:
[47] machine,learning [39] tensorflow,pytorch [35] semantic,segmentation [34] tuning,tutorial [34] pytorch,both [34] fledged,fine [34] notebooks,semantic [34] tutorial,notebooks [34] segmentation,both [34] both,tensorflow Top Word Pairs in Tweet in G6:
[43] machine,learning [28] #bigdata,#analytics [26] #python,#rstats [25] #rstats,#tensorflow [23] deep,learning [22] udemy,course [21] #serverless,#datascientist [21] #javascript,#reactjs [20] #tensorflow,#java [20] tensorflow,keras Top Word Pairs in Tweet in G7:
[205] #dataanalytics,#machinelearning [168] #javascript,#reactjs [162] #datascience,#pytorch [143] #tensorflow,#javascript [135] #pytorch,#python [130] #machinelearning,#datascience [120] #python,#tensorflow [105] #iot,#iiot [71] #reactjs,#flutter [61] #reactjs,#wordpress Top Word Pairs in Tweet in G8:
[36] #bigdata,#analytics [35] #python,#rstats [34] #ai,#machinelearning [34] #machinelearning,#iot [34] #analytics,#datascience [34] #datascience,#ai [33] #iot,#python [33] machine,learning [33] applications,machine [33] learning,#bigdata Top Word Pairs in Tweet in G9:
[33] video,import [33] learn,deep [33] deep,learning [33] tensorflow,tf [33] video,learn [33] import,tensorflow [31] learning,scratch [31] pikuma,video [31] scratch,video [2] learning,scartch Top Word Pairs in Tweet in G10:
[10] use,tensorflow [10] people,still [10] still,use [9] tunguz,people [5] tunguz,tensorflow [2] more,linux [2] faster,extremely [2] pcs,pytorch [2] macos,pcs [2] keras,ml Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: