The graph represents a network of 5,596 Twitter users whose recent tweets contained "#digitalhealth", 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, 07 December 2021 at 04:25 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 40-minute period from Sunday, 28 November 2021 at 14:13 UTC to Tuesday, 07 December 2021 at 02:53 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 : 5596
Unique Edges : 12090
Edges With Duplicates : 11516
Total Edges : 23606
Number of Edge Types : 5
MentionsInRetweet : 9729
Mentions : 4214
Replies to : 313
Retweet : 6838
Tweet : 2512
Self-Loops : 2732
Reciprocated Vertex Pair Ratio : 0.0594652735095267
Reciprocated Edge Ratio : 0.112255257432922
Connected Components : 688
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 3937
Maximum Edges in a Connected Component : 21004
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.010093
Graph Density : 0.00044043971150081
Modularity : 0.477993
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,596 Twitter users whose recent tweets contained "#digitalhealth", 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, 07 December 2021 at 04:25 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 40-minute period from Sunday, 28 November 2021 at 14:13 UTC to Tuesday, 07 December 2021 at 02:53 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 : #digitalhealth
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1179] digital,health [948] #serverless,#flutter [933] #flutter,#emergingtech [912] #analytics,#bigdata [912] #bigdata,#serverless [905] #emergingtech,#cloud [869] #digitalhealth,#healthcare [858] #healthtech,#analytics [722] #healthcare,#healthtech [595] #healthtech,#innovation Top Word Pairs in Tweet in G1:
[255] digital,health [204] #healthcare,#digitalhealth [148] #digitalhealth,#ehealth [141] #ehealth,#healthcare [137] #telehealth,#telemedicine [137] #healthcareit,#ehealth [129] #ehealth,#digitalhealth [125] #digitalhealth,#healthtech [125] #digitalhealth,#socialmedia [124] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G2:
[863] #serverless,#flutter [851] #flutter,#emergingtech [831] #analytics,#bigdata [831] #bigdata,#serverless [824] #emergingtech,#cloud [791] #healthtech,#analytics [488] #data,#healthequity [475] #cloud,#data [406] #healthequity,#datascience [397] #digitalhealth,#socialmedia Top Word Pairs in Tweet in G3:
[195] digital,health [43] learn,more [30] #digitalhealth,#digitaltransformation [28] young,people [28] digital,colonialism [28] nomtikay,digital [28] health,manager [26] health,care [24] #digitalhealth,achieve [22] current,inequalities Top Word Pairs in Tweet in G4:
[50] digital,health [26] #digital,#digitalhealth [21] learn,more [16] #healthcare,#digitalhealth [15] #digitalhealth,#health [15] #socialmedia,#digital [14] #digitalhealth,#healthtech [13] #digitalhealth,#innovation [12] #artwork,#artbasel [12] #artbasel,#artworkอซทซ Top Word Pairs in Tweet in G5:
[673] #digitalhealth,#healthcare [623] #healthcare,#healthtech [546] #healthtech,#innovation [238] #giant2021,#digitalhealth [211] main,stage [171] #analytics,#data [160] #innovation,#tech [150] #tech,#health [150] #health,#analytics [149] #5g,#telecoms Top Word Pairs in Tweet in G6:
[213] digital,health [119] health,week [63] virtual,care [55] learn,more [33] nov,29 [33] 29,dec [32] #digitalhealth,week [28] #digitalhealth,means [27] health,care [24] join,conversation Top Word Pairs in Tweet in G7:
[221] #technology,provides [221] provides,#digitalhealth [221] #digitalhealth,interventions [221] interventions,prevent [221] prevent,disease [221] disease,improve [221] improve,quality [221] quality,life [221] life,#concept [221] #concept,getting Top Word Pairs in Tweet in G8:
[26] panel,ukthcnews [26] ukthcnews,#tecs [26] 11,00 [26] 00,full [26] full,programme [26] programme,registration [26] visit,#tec [26] #tec,#digitalhealth [25] #digitalhealth,#nhs [24] #allip,panel Top Word Pairs in Tweet in G9:
[20] #healthtech,#digitalhealth [14] #healthcare,#healthtech [14] #digitalhealth,#medicaltech [14] #medicaltech,#medtech [12] #digitalhealth,#healthtech [8] #tech,#technology [7] additional,5m [7] 5m,virtual [7] virtual,maternity [7] maternity,care Top Word Pairs in Tweet in G10:
[14] digital,health [13] learn,more [10] equality,accessibility [10] accessibility,#digitalhealth [9] december,6th [9] nodehealthorg,#digitalhealth [8] december,7th [8] event,december [8] 6th,7th [8] #telehealth,#telemedicine 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 G5:
Top Replied-To in G6:
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:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
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: