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maghrebvoices_2022-03-27_06-16-17.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 27, 2022
Short Description:
maghrebvoices via NodeXL https://bit.ly/3tSkznr
@maghrebvoices
@kadorka75
@oualido
@kokokok69414843
@sadouq1999
@wld_maghrib
@aaldenamg
@chaat13
@bahijazougagh
@imanour

Top hashtags:
#موريتانيا
#المغرب
#ساز_القحطاني
#femaleentrepreneurship
#morocco
#جمعة_مباركة

Description:
Description
The graph represents a network of 77 Twitter users whose tweets in the requested range contained "maghrebvoices", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 27 March 2022 at 13:18 UTC.

The requested start date was Sunday, 27 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 7-hour, 18-minute period from Sunday, 13 March 2022 at 12:41 UTC to Friday, 25 March 2022 at 20:00 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 : 77
Unique Edges : 70
Edges With Duplicates : 183
Total Edges : 253
Number of Edge Types : 5
Tweet : 117
Retweet : 30
MentionsInRetweet : 54
Replies to : 25
Mentions : 27
Self-Loops : 118
Reciprocated Vertex Pair Ratio : 0.0208333333333333
Reciprocated Edge Ratio : 0.0408163265306122
Connected Components : 11
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 40
Maximum Edges in a Connected Component : 207
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.929621
Graph Density : 0.0167464114832536
Modularity : 0.277977
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 77 Twitter users whose tweets in the requested range contained "maghrebvoices", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 27 March 2022 at 13:18 UTC.

The requested start date was Sunday, 27 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 7-hour, 18-minute period from Sunday, 13 March 2022 at 12:41 UTC to Friday, 25 March 2022 at 20:00 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : maghrebvoices
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:
[6] https://www.maghrebvoices.com/2017/08/26/%D8%A8%D9%88%D8%B3%D8%A8%D9%8A%D8%B1-%D8%AD%D9%82%D8%A7%D8%A6%D9%82-%D8%A3%D8%B4%D9%87%D8%B1-%D8%AD%D9%8A-%D8%AF%D8%B9%D8%A7%D8%B1%D8%A9-%D9%81%D9%8A-%D9%85%D8%BA%D8%B1%D8%A8-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%B9%D9%85%D8%A7%D8%B1?amp
[6] https://www.maghrebvoices.com/2017/08/26/%D8%A8%D9%88%D8%B3%D8%A8%D9%8A%D8%B1-%D8%AD%D9%82%D8%A7%D8%A6%D9%82-%D8%A3%D8%B4%D9%87%D8%B1-%D8%AD%D9%8A-%D8%AF%D8%B9%D8%A7%D8%B1%D8%A9-%D9%81%D9%8A-%D9%85%D8%BA%D8%B1%D8%A8-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%B9%D9%85%D8%A7%D8%B1
[2] https://www.maghrebvoices.com/libya/2022/03/25/المخرج-زين-العابدين-مسلسلي-السابق-وصل-الطوارق-خارج-ليبيا-وهذه-قصة-حارس-الصحراء
[2] https://www.maghrebvoices.com/algeria/2022/03/25/%D8%A5%D9%84%D8%A8%D8%A7%D9%8A%D9%8A%D8%B3-%D8%A5%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A7-%D8%AA%D8%B3%D9%84%D9%85-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D8%A7%D9%84%D8%B9%D8%B3%D9%83%D8%B1%D9%8A-%D8%A7%D9%84%D8%B3%D8%A7%D8%A8%D9%82-%D9%85%D8%AD%D9%85%D8%AF-%D8%A8%D9%86-%D8%AD%D9%84%D9%8A%D9%85%D8%A9
[2] https://www.maghrebvoices.com/tunisia/2022/03/23/%D9%88%D8%B5%D9%88%D9%84-%D8%A3%D9%88%D9%84%D9%89-%D8%A7%D9%84%D8%B1%D8%AD%D9%84%D8%A7%D8%AA-%D8%A7%D9%84%D8%A8%D8%AD%D8%B1%D9%8A%D8%A9-%D8%A7%D9%84%D8%B3%D9%8A%D8%A7%D8%AD%D9%8A%D8%A9-%D8%AA%D9%88%D9%86%D8%B3-%D8%AA%D9%88%D9%82%D9%81-%D8%AF%D8%A7%D9%85-3-%D8%B3%D9%86%D9%88%D8%A7%D8%AA
[2] https://www.maghrebvoices.com/libya/2022/03/13/%D8%A7%D9%84%D8%AF%D8%A8%D9%8A%D8%A8%D8%A9-%D8%A3%D9%8A-%D8%AD%D9%84-%D8%BA%D9%8A%D8%B1-%D8%A7%D9%84%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8%D8%A7%D8%AA-%D8%AA%D9%85%D8%AF%D9%8A%D8%AF-%D9%84%D9%84%D8%A3%D8%B2%D9%85%D8%A9-%D9%88%D9%84%D9%86-%D9%8A%D9%82%D8%A8%D9%84%D9%87-%D8%A7%D9%84%D8%B4%D8%B9%D8%A8%C2%A0
[2] https://www.maghrebvoices.com/2019/02/14/%D9%86%D8%B5%D9%81-%D9%82%D8%B1%D9%86-%D8%A7%D9%84%D9%83%D8%AA%D8%A8-%D8%AD%D9%83%D8%A7%D9%8A%D8%A9-%D8%B3%D8%A8%D8%B9%D9%8A%D9%86%D9%8A-%D8%A8%D8%A7%D9%84%D8%B1%D8%A8%D8%A7%D8%B7
[2] https://www.maghrebvoices.com/tunisia/2022/03/24/%D8%AA%D8%AD%D8%B0%D9%8A%D8%B1-%D8%B1%D8%B3%D9%85%D9%8A-%D9%81%D9%8A-%D8%AA%D9%88%D9%86%D8%B3-%D9%87%D8%AC%D9%85%D8%A7%D8%AA-%D8%A5%D9%84%D9%83%D8%AA%D8%B1%D9%88%D9%86%D9%8A%D8%A9-%D9%85%D9%82%D8%A7%D8%A8%D9%84-%D9%81%D8%AF%D9%8A%D8%A9
[2] https://www.maghrebvoices.com/morocco/2022/03/21/%D8%B1%D9%88%D9%8A%D8%AA%D8%B1%D8%B2-%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8-%D9%8A%D8%B9%D9%8A%D8%AF-%D8%B3%D9%81%D9%8A%D8%B1%D8%AA%D9%87-%D8%A5%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A7-%D8%AA%D9%88%D8%B6%D9%8A%D8%AD-%D8%A7%D9%84%D9%85%D9%88%D9%82%D9%81-%D8%A7%D9%84%D8%B5%D8%AD%D8%B1%D8%A7%D8%A1-%D8%A7%D9%84%D8%BA%D8%B1%D8%A8%D9%8A%D8%A9
[1] https://www.maghrebvoices.com/trends/2022/03/25/5-%D8%A7%D8%B9%D8%AA%D8%AF%D8%A7%D8%A1%D8%A7%D8%AA-%D8%AC%D9%86%D8%B3%D9%8A%D8%A9-%D8%A3%D8%B7%D9%81%D8%A7%D9%84-%D8%A8%D9%85%D9%88%D8%B1%D9%8A%D8%AA%D8%A7%D9%86%D9%8A%D8%A7-%D8%AE%D9%84%D8%A7%D9%84-10-%D8%A3%D9%8A%D8%A7%D9%85-%D8%AA%D8%B3%D8%A7%D8%A4%D9%84%D8%A7%D8%AA-%D8%A7%D9%84%D8%AC%D9%86%D8%A7%D8%A9-%D9%88%D8%A7%D9%84%D8%B9%D9%82%D9%88%D8%A8%D8%A9

Top URLs in Tweet in G1:
[6] https://www.maghrebvoices.com/2017/08/26/%D8%A8%D9%88%D8%B3%D8%A8%D9%8A%D8%B1-%D8%AD%D9%82%D8%A7%D8%A6%D9%82-%D8%A3%D8%B4%D9%87%D8%B1-%D8%AD%D9%8A-%D8%AF%D8%B9%D8%A7%D8%B1%D8%A9-%D9%81%D9%8A-%D9%85%D8%BA%D8%B1%D8%A8-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%B9%D9%85%D8%A7%D8%B1?amp
[6] https://www.maghrebvoices.com/2017/08/26/%D8%A8%D9%88%D8%B3%D8%A8%D9%8A%D8%B1-%D8%AD%D9%82%D8%A7%D8%A6%D9%82-%D8%A3%D8%B4%D9%87%D8%B1-%D8%AD%D9%8A-%D8%AF%D8%B9%D8%A7%D8%B1%D8%A9-%D9%81%D9%8A-%D9%85%D8%BA%D8%B1%D8%A8-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%B9%D9%85%D8%A7%D8%B1

Top URLs in Tweet in G2:
[2] https://www.maghrebvoices.com/algeria/2022/03/25/%D8%A5%D9%84%D8%A8%D8%A7%D9%8A%D9%8A%D8%B3-%D8%A5%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A7-%D8%AA%D8%B3%D9%84%D9%85-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D8%A7%D9%84%D8%B9%D8%B3%D9%83%D8%B1%D9%8A-%D8%A7%D9%84%D8%B3%D8%A7%D8%A8%D9%82-%D9%85%D8%AD%D9%85%D8%AF-%D8%A8%D9%86-%D8%AD%D9%84%D9%8A%D9%85%D8%A9
[2] https://www.maghrebvoices.com/libya/2022/03/13/%D8%A7%D9%84%D8%AF%D8%A8%D9%8A%D8%A8%D8%A9-%D8%A3%D9%8A-%D8%AD%D9%84-%D8%BA%D9%8A%D8%B1-%D8%A7%D9%84%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8%D8%A7%D8%AA-%D8%AA%D9%85%D8%AF%D9%8A%D8%AF-%D9%84%D9%84%D8%A3%D8%B2%D9%85%D8%A9-%D9%88%D9%84%D9%86-%D9%8A%D9%82%D8%A8%D9%84%D9%87-%D8%A7%D9%84%D8%B4%D8%B9%D8%A8%C2%A0
[2] https://www.maghrebvoices.com/morocco/2022/03/21/%D8%B1%D9%88%D9%8A%D8%AA%D8%B1%D8%B2-%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8-%D9%8A%D8%B9%D9%8A%D8%AF-%D8%B3%D9%81%D9%8A%D8%B1%D8%AA%D9%87-%D8%A5%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A7-%D8%AA%D9%88%D8%B6%D9%8A%D8%AD-%D8%A7%D9%84%D9%85%D9%88%D9%82%D9%81-%D8%A7%D9%84%D8%B5%D8%AD%D8%B1%D8%A7%D8%A1-%D8%A7%D9%84%D8%BA%D8%B1%D8%A8%D9%8A%D8%A9
[2] https://www.maghrebvoices.com/tunisia/2022/03/23/%D9%88%D8%B5%D9%88%D9%84-%D8%A3%D9%88%D9%84%D9%89-%D8%A7%D9%84%D8%B1%D8%AD%D9%84%D8%A7%D8%AA-%D8%A7%D9%84%D8%A8%D8%AD%D8%B1%D9%8A%D8%A9-%D8%A7%D9%84%D8%B3%D9%8A%D8%A7%D8%AD%D9%8A%D8%A9-%D8%AA%D9%88%D9%86%D8%B3-%D8%AA%D9%88%D9%82%D9%81-%D8%AF%D8%A7%D9%85-3-%D8%B3%D9%86%D9%88%D8%A7%D8%AA
[2] https://www.maghrebvoices.com/tunisia/2022/03/24/%D8%AA%D8%AD%D8%B0%D9%8A%D8%B1-%D8%B1%D8%B3%D9%85%D9%8A-%D9%81%D9%8A-%D8%AA%D9%88%D9%86%D8%B3-%D9%87%D8%AC%D9%85%D8%A7%D8%AA-%D8%A5%D9%84%D9%83%D8%AA%D8%B1%D9%88%D9%86%D9%8A%D8%A9-%D9%85%D9%82%D8%A7%D8%A8%D9%84-%D9%81%D8%AF%D9%8A%D8%A9
[1] https://www.maghrebvoices.com/technology/2022/03/25/%D8%AE%D9%85%D8%B3%D8%A9-%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D9%8A%D9%8A%D9%86-%D8%A8%D8%A7%D9%84%D9%82%D8%A7%D8%A6%D9%85%D8%A9-%D8%A7%D9%84%D8%B9%D8%B1%D8%A8%D9%8A%D8%A9-%D9%84%D8%A3%D8%A8%D8%B1%D8%B2-%D8%AE%D8%A8%D8%B1%D8%A7%D8%A1-%D8%A7%D9%84%D8%B0%D9%83%D8%A7%D8%A1-%D8%A7%D9%84%D8%A7%D8%B5%D8%B7%D9%86%D8%A7%D8%B9%D9%8A-%D9%84%D9%84%D8%B9%D8%A7%D9%85-2022
[1] https://www.maghrebvoices.com/morocco/2022/03/13/مصرع-44-مهاجرا-الأقل-قبالة-سواحل-المغرب
[1] https://www.maghrebvoices.com/mauritania/2022/03/13/%D8%AF%D9%88%D8%B1%D9%8A%D8%A7%D8%AA-%D8%A7%D9%84%D8%AD%D8%AF%D9%88%D8%AF-%D9%88%D9%85%D8%B9%D8%A7%D9%82%D8%A8%D8%A9-%D8%A7%D9%84%D8%AC%D9%86%D8%A7%D8%A9-%D9%85%D8%A7-%D8%A3%D8%B3%D9%81%D8%B1%D8%AA-%D8%B9%D9%86%D9%87-%D9%85%D8%A8%D8%A7%D8%AD%D8%AB%D8%A7%D8%AA-%D9%85%D9%88%D8%B1%D9%8A%D8%AA%D8%A7%D9%86%D9%8A%D8%A9-%D9%85%D8%A7%D9%84%D9%8A%D8%A9-%D8%A8%D9%86%D9%88%D8%A7%D9%83%D8%B4%D9%88%D8%B7
[1] https://www.maghrebvoices.com/libya/2022/03/13/%D8%A8%D8%A7%D8%B4%D8%A7%D8%BA%D8%A7-%D9%85%D9%87%D8%AA%D9%85-%D8%A8%D8%A7%D9%84%D8%AA%D9%81%D8%A7%D9%88%D8%B6-%D9%85%D8%B9-%D8%A7%D9%84%D8%AF%D8%A8%D9%8A%D8%A8%D8%A9-%D9%88%D9%88%D8%A7%D8%B4%D9%86%D8%B7%D9%86-%D9%85%D9%86%D8%A7%D8%B5%D8%B1%D8%A9-%D8%B7%D8%B1%D9%81-%D9%84%D9%8A%D8%A8%D9%8A-%D8%B6%D8%AF%D9%91-%D8%A2%D8%AE%D8%B1-%D9%84%D9%8A%D8%B3-%D8%AE%D9%8A%D8%A7%D8%B1%D8%A7-%D9%85%D8%B7%D8%B1%D9%88%D8%AD%D8%A7
[1] https://www.maghrebvoices.com/sport/2022/03/13/%D8%A8%D8%A3%D9%85%D8%B1-%D8%B1%D8%A6%D8%A7%D8%B3%D9%8A-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D8%AA%D8%B1%D8%A8%D8%B7-%D8%AC%D8%B3%D8%B1%D8%A7-%D8%AC%D9%88%D9%8A%D8%A7-%D9%85%D8%B9-%D8%A7%D9%84%D9%83%D8%A7%D9%85%D9%8A%D8%B1%D9%88%D9%86-%D9%84%D9%86%D9%82%D9%84-%D8%A3%D9%86%D8%B5%D8%A7%D8%B1-%D8%A7%D9%84%D8%AE%D9%8F%D8%B6%D8%B1

Top URLs in Tweet in G4:
[1] https://www.maghrebvoices.com/cve/2020/12/02/%D9%85%D9%82%D8%AA%D9%84-%D8%AC%D9%86%D8%AF%D9%8A-%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1%D9%8A-%D9%81%D9%8A-%D8%A7%D8%B4%D8%AA%D8%A8%D8%A7%D9%83%D8%A7%D8%AA-%D9%85%D8%B9-%D8%AC%D9%85%D8%A7%D8%B9%D8%A7%D8%AA-%D8%A5%D8%B1%D9%87%D8%A7%D8%A8%D9%8A%D8%A9
[1] https://www.mdn.dz/site_principal/sommaire/actualites/ar/2022/mars/lutte17032022ar.php
[1] https://elikhbaria.dz/%D8%A7%D8%B3%D8%AA%D8%B4%D9%87%D8%A7%D8%AF-%D8%A7%D9%84%D8%B1%D9%82%D9%8A%D8%A8-%D8%A7%D9%84%D8%A3%D9%88%D9%84-%D9%84%D9%84%D9%85%D8%A7%D9%8A%D8%A9-%D8%B3%D9%8A%D9%81-%D8%A7%D9%84%D8%AF%D9%8A%D9%86/
[1] http://elmihwar.dz/ar/218054/
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F100044595251210%2Fposts%2F515494593280378%2F%3Fsfnsn%3Dmo
[1] https://www.maghrebvoices.com/tunisia/2022/02/08/%D9%85%D9%81%D8%A7%D9%88%D8%B6%D8%A7%D8%AA-%D8%AA%D9%88%D9%86%D8%B3-%D9%85%D8%B9-%D8%B5%D9%86%D8%AF%D9%88%D9%82-%D8%A7%D9%84%D9%86%D9%82%D8%AF-%D8%A7%D9%84%D8%AF%D9%88%D9%84%D9%8A-%D9%85%D8%AD%D9%84%D9%84%D9%88%D9%86-%D8%A7%D9%84%D8%A7%D8%AA%D9%81%D8%A7%D9%82-%D8%A7%D9%84%D8%A8%D8%AF%D8%A7%D8%A6%D9%84-%D8%A7%D9%84%D9%85%D8%B1%D8%A9
[1] https://www.maghrebvoices.com/morocco/2022/03/19/%D8%A8%D9%88%D9%84%D9%8A%D8%B3%D8%A7%D8%B1%D9%8A%D9%88-%D8%AA%D8%B3%D8%AA%D8%BA%D8%B1%D8%A8-%D9%85%D9%88%D9%82%D9%81-%D8%A7%D9%84%D8%AD%D9%83%D9%88%D9%85%D8%A9-%D8%A7%D9%84%D8%A7%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A9-%D8%A7%D9%84%D9%86%D8%B2%D8%A7%D8%B9-%D9%81%D9%8A-%D8%A7%D9%84%D8%B5%D8%AD%D8%B1%D8%A7%D8%A1-%D8%A7%D9%84%D8%BA%D8%B1%D8%A8%D9%8A%D8%A9
[1] https://www.maghrebvoices.com/latest-news/2022/03/20/%D8%A5%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A7-%D8%AA%D8%A4%D9%83%D8%AF-%D8%A3%D9%86%D9%87%D8%A7-%D8%A3%D8%A8%D9%84%D8%BA%D8%AA-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D9%85%D8%B3%D8%A8%D9%82%D9%8B%D8%A7-%D8%A8%D8%AA%D8%BA%D9%8A%D9%8A%D8%B1-%D9%85%D9%88%D9%82%D9%81%D9%87%D8%A7-%D8%A7%D9%84%D8%B5%D8%AD%D8%B1%D8%A7%D8%A1-%D8%A7%D9%84%D8%BA%D8%B1%D8%A8%D9%8A%D8%A9
[1] https://twitter.com/maghrebvoices/status/1507016894141763589
[1] https://twitter.com/maghrebvoices/status/1503325260980101120

Top URLs in Tweet in G5:
[1] https://www.facebook.com/maghrebvoices/videos/381261086857845/?extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing

Top URLs in Tweet in G7:
[2] https://www.maghrebvoices.com/2019/02/14/%D9%86%D8%B5%D9%81-%D9%82%D8%B1%D9%86-%D8%A7%D9%84%D9%83%D8%AA%D8%A8-%D8%AD%D9%83%D8%A7%D9%8A%D8%A9-%D8%B3%D8%A8%D8%B9%D9%8A%D9%86%D9%8A-%D8%A8%D8%A7%D9%84%D8%B1%D8%A8%D8%A7%D8%B7

Top Domains
Top Domains in Tweet in Entire Graph:
[128] maghrebvoices.com
[4] twitter.com
[2] facebook.com
[1] mdn.dz
[1] elikhbaria.dz
[1] elmihwar.dz

Top Domains in Tweet in G1:
[12] maghrebvoices.com

Top Domains in Tweet in G2:
[105] maghrebvoices.com

Top Domains in Tweet in G4:
[9] maghrebvoices.com
[4] twitter.com
[1] mdn.dz
[1] elikhbaria.dz
[1] elmihwar.dz
[1] facebook.com

Top Domains in Tweet in G5:
[1] facebook.com

Top Domains in Tweet in G7:
[2] maghrebvoices.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] موريتانيا
[2] المغرب
[2] ساز_القحطاني
[2] femaleentrepreneurship
[2] morocco
[1] جمعة_مباركة
[1] حارس_الصحراء
[1] ليبيا
[1] الطوارق
[1] رمضان



Top Hashtags in Tweet in G4:
[2] موريتانيا
[2] ساز_القحطاني
[2] المغرب
[1] حتى_لا_يخدعوك
[1] للمنتخب_الوطني_المغربي
[1] القوة_الضاربة
[1] جمعة_مباركة
[1] هيئة_الساحل
[1] المملكة_المغربية
[1] ما_تعتذر

Top Hashtags in Tweet in G5:
[2] femaleentrepreneurship
[2] morocco

Top Words
Top Words in Tweet in Entire Graph:
[63] في
[46] maghrebvoices
[24] من
[23] الجزائر
[18] oualido
[16] على
[16] المغاربية
[16] 2021
[15] الصادرات
[15] نحو

Top Words in Tweet in G1:
[13] في
[8] ثورة
[6] السياح
[5] يا
[5] كنا
[5] من
[4] تريكة
[4] وقت
[4] التحرير
[4] الجنود

Top Words in Tweet in G2:
[44] في
[23] maghrebvoices
[18] الجزائر
[18] من
[14] ما
[13] المغرب
[13] غير
[13] تونس
[12] على
[12] wld_maghrib

Top Words in Tweet in G3:
[20] maghrebvoices
[18] oualido
[15] سنة
[14] الصادرات
[14] المغاربية
[14] نحو
[14] روسيا
[14] 2021
[10] تتصدر
[6] في

Top Words in Tweet in G4:
[3] نفس
[2] و
[2] مع
[2] #موريتانيا
[2] #ساز_القحطاني
[2] #المغرب

Top Words in Tweet in G5:
[2] last
[2] weekend
[2] essaouira
[2] awe
[2] alumni
[2] douar_tech
[2] usembmorocco
[2] #femaleentrepreneurship
[2] #morocco

Top Words in Tweet in G6:
[2] maghrebvoices
[2] و

Top Words in Tweet in G7:
[2] モロッコの首都ラバトの小さな古本屋
[2] 本の山の中で店主がひたすら読書に耽っていることで
[2] その界隈では有名

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14] الصادرات,المغاربية
[14] المغاربية,نحو
[14] نحو,روسيا
[14] روسيا,سنة
[14] سنة,2021
[14] 2021,maghrebvoices
[13] oualido,الصادرات
[8] في,ثورة
[8] المنصة,الإعلامية
[8] الإعلامية,الامريكية

Top Word Pairs in Tweet in G1:
[8] في,ثورة
[4] يا,تريكة
[4] وقت,كنا
[4] كنا,في
[4] ثورة,التحرير
[4] الجنود,الفرنسين
[3] وجيش,البخاري
[3] مازلتم,محافظين
[3] محافظين,على
[3] على,مهنة

Top Word Pairs in Tweet in G2:
[8] المنصة,الإعلامية
[8] الإعلامية,الامريكية
[8] الامريكية,اصوات
[8] اصوات,مغاربية
[8] مغاربية,maghrebvoices
[8] maghrebvoices,تجد
[8] تجد,صعوبة
[8] صعوبة,في
[8] في,اقناع
[8] اقناع,الكراغلة

Top Word Pairs in Tweet in G3:
[14] الصادرات,المغاربية
[14] المغاربية,نحو
[14] نحو,روسيا
[14] روسيا,سنة
[14] سنة,2021
[14] 2021,maghrebvoices
[13] oualido,الصادرات
[5] maghrebvoices,أمريكا
[5] أمريكا,تتصدر
[5] تتصدر,بلدان

Top Word Pairs in Tweet in G5:
[2] last,weekend
[2] weekend,essaouira
[2] essaouira,awe
[2] awe,alumni
[2] alumni,douar_tech
[2] douar_tech,usembmorocco
[2] usembmorocco,#femaleentrepreneurship
[2] #femaleentrepreneurship,#morocco

Top Word Pairs in Tweet in G7:
[2] モロッコの首都ラバトの小さな古本屋,本の山の中で店主がひたすら読書に耽っていることで
[2] 本の山の中で店主がひたすら読書に耽っていることで,その界隈では有名

Top Replied-To
Top Replied-To in Entire Graph:
@maghrebvoices
@wld_maghrib
@ahmaddaoud14
@monacv5
@zino26748917
@elansiabdellah
@yassineboujena
@abdella57128016
@aps_algerie
@trakbac345

Top Replied-To in G1:
@ahmaddaoud14
@monacv5
@oscarzulu59
@trakbac345
@aps_algerie
@abdella57128016
@yassineboujena
@elansiabdellah
@zino26748917
@linayousra3

Top Replied-To in G2:
@maghrebvoices
@wld_maghrib
@ahmedhejjou

Top Replied-To in G3:
@maghrebvoices
@oualido

Top Mentioned
Top Mentioned in Entire Graph:
@maghrebvoices
@oualido
@wld_maghrib
@douar_tech
@usembmorocco
@2nd_hmeghribi
@blabel50972897
@ridouaneerramd1
@m_chaouqi
@osamadz46

Top Mentioned in G1:
@2nd_hmeghribi
@defensearab
@dzalgeriana
@derradjihafid
@mansourchaouch3
@benguennak
@m_chaouqi
@osamadz46
@bu3osha
@blabel50972897

Top Mentioned in G2:
@maghrebvoices
@wld_maghrib

Top Mentioned in G3:
@maghrebvoices
@oualido

Top Mentioned in G5:
@douar_tech
@usembmorocco
@beehane

Top Mentioned in G6:
@maghrebvoices
@tft_morocco

Top Mentioned in G7:
@ericoworld

Top Tweeters
Top Tweeters in Entire Graph:
@alahrash7
@aatikahrenge
@khanhilid
@ahmaddaoud14
@k5emis7seltan
@sabil3abirat
@aps_algerie
@defensearab
@mehdiwann
@reemsara8

Top Tweeters in G1:
@ahmaddaoud14
@aps_algerie
@defensearab
@osamadz46
@blabel50972897
@bu3osha
@benguennak
@mansourchaouch3
@derradjihafid
@dzalgeriana

Top Tweeters in G2:
@alahrash7
@k5emis7seltan
@sabil3abirat
@mehdiwann
@reemsara8
@maghrebvoices
@bocchos2
@ahmedhejjou
@blackkn45027894
@youssefazaroual

Top Tweeters in G3:
@elmardi0107
@mrnakama1
@mouradramloc
@hassanmez
@oualido
@medhnk3
@emchoch
@chaat13
@ilham90457677
@aaldenamg

Top Tweeters in G4:
@khanhilid
@jessehunter07
@imanour
@jemii_zied
@elkentaoui2
@er1472kop
@ibrahimmetar

Top Tweeters in G5:
@usembmorocco
@beehane
@douar_tech

Top Tweeters in G6:
@tft_morocco
@sadouq1999

Top Tweeters in G7:
@aatikahrenge
@ericoworld


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