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maghrebvoices_2023-03-05_06-16-46.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2023
Short Description:
maghrebvoices via NodeXL PERMANENTLY_REMOVED
@maghrebvoices
@w09wfypcuzbqvs4
@oualido
@la__del
@gonzalesyousra
@medb6_lionmaroc
@waazizad
@_malika_01_
@kadern17ge
@aminesa7ramaroc

Top hashtags:
#المغرب
#الجزائر
#تبون_ارحل
#العالم
#المهدي_بن_سعيد_ومستشاره_ديكاج
#أخبار

Description:
Description
The graph represents a network of 1,560 Twitter users whose recent tweets contained "maghrebvoices", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 16:25 UTC.

The tweets in the network were tweeted over the 2120-day, 0-hour, 59-minute period from Sunday, 14 May 2017 at 18:37 UTC to Saturday, 04 March 2023 at 19:36 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1560
Unique Edges : 1015
Edges With Duplicates : 6558
Total Edges : 7573
Number of Edge Types : 9
Replies to : 740
MentionsInReplyTo : 1289
Tweet : 3609
MentionsInRetweet : 927
Mentions : 110
Retweet : 755
MentionsInQuoteReply : 26
Quote : 90
MentionsInQuote : 27
Self-Loops : 3703
Reciprocated Vertex Pair Ratio : 0.0510948905109489
Reciprocated Edge Ratio : 0.0972222222222222
Connected Components : 311
Single-Vertex Connected Components : 196
Maximum Vertices in a Connected Component : 969
Maximum Edges in a Connected Component : 6510
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.504793
Graph Density : 0.000769724182168056
Modularity : 0.230807
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,560 Twitter users whose recent tweets contained "maghrebvoices", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 16:25 UTC.

The tweets in the network were tweeted over the 2120-day, 0-hour, 59-minute period from Sunday, 14 May 2017 at 18:37 UTC to Saturday, 04 March 2023 at 19:36 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[45] 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
[35] https://www.maghrebvoices.com/trends/2022/02/18/%D9%8A%D9%82%D8%AA%D9%84-%D8%9F-%D9%85%D8%B3%D9%84%D8%B3%D9%84-%D9%81%D8%B1%D9%86%D8%B3%D9%8A-%D9%8A%D8%AB%D9%8A%D8%B1-%D8%BA%D8%B6%D8%A8-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1
[35] https://twitter.com/oualido/status/1514584078196121607/photo/1
[27] https://www.maghrebvoices.com/2018/03/20/50-%D8%A3%D9%84%D9%81-%D9%88%D9%84%D8%A7%D8%AF%D8%A9-%D8%AE%D8%A7%D8%B1%D8%AC-%D8%A7%D9%84%D8%B2%D9%88%D8%A7%D8%AC-%D8%A8%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8-%D8%A7%D9%84%D8%B4%D9%86%D8%A7-%D9%84%D9%82%D8%AF-%D8%AD%D8%B0%D8%B1%D8%AA%D9%83%D9%85
[24] https://twitter.com/oualido/status/1486384846956081159/photo/1
[22] https://www.amf.org.ae/sites/default/files/publications/2022-02/%D8%AA%D9%86%D8%A7%D9%81%D8%B3%D9%8A%D8%A9%20%20%D8%A7%D9%84%D8%A7%D9%82%D8%AA%D8%B5%D8%A7%D8%AF%D8%A7%D8%AA%20%D8%A7%D9%84%D8%B9%D8%B1%D8%A8%D9%8A%D8%A9%20-%20%D8%A7%D9%84%D8%B9%D8%AF%D8%AF%20%D8%A7%D9%84%D8%AE%D8%A7%D9%85%D8%B3%20.pdf?fbclid=IwAR02BOFmByaXgnk_JK9ig0PhWC_Ye-LmNN_PjV4wOkV7CsgzpFlDxwa6b5Q
[22] https://twitter.com/oualido/status/1511043703783272458/photo/1
[19] https://www.maghrebvoices.com/varieties/2022/03/31/%D8%AF%D8%B1%D8%A7%D8%B3%D8%A9-%D8%A3%D9%88%D9%84-%D8%A7%D8%B3%D8%AA%D8%BA%D9%84%D8%A7%D9%84-%D9%84%D9%84%D8%B2%D9%8A%D8%AA%D9%88%D9%86-%D8%A8%D8%A3%D9%81%D8%B1%D9%8A%D9%82%D9%8A%D8%A7-%D9%83%D8%A7%D9%86-%D9%81%D9%8A-%D8%A7%D9%84%D8%A8%D9%84%D8%AF-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D9%8A-100-%D8%A3%D9%84%D9%81-%D8%B9%D8%A7%D9%85
[18] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41477-022-01109-x
[18] https://twitter.com/HarbazNabil/status/1509874116295381014/photo/1

Top URLs in Tweet in G1:
[32] https://twitter.com/oualido/status/1514584078196121607/photo/1
[25] https://www.maghrebvoices.com/trends/2022/02/18/%D9%8A%D9%82%D8%AA%D9%84-%D8%9F-%D9%85%D8%B3%D9%84%D8%B3%D9%84-%D9%81%D8%B1%D9%86%D8%B3%D9%8A-%D9%8A%D8%AB%D9%8A%D8%B1-%D8%BA%D8%B6%D8%A8-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1
[20] https://twitter.com/oualido/status/1486384846956081159/photo/1
[20] https://www.amf.org.ae/sites/default/files/publications/2022-02/%D8%AA%D9%86%D8%A7%D9%81%D8%B3%D9%8A%D8%A9%20%20%D8%A7%D9%84%D8%A7%D9%82%D8%AA%D8%B5%D8%A7%D8%AF%D8%A7%D8%AA%20%D8%A7%D9%84%D8%B9%D8%B1%D8%A8%D9%8A%D8%A9%20-%20%D8%A7%D9%84%D8%B9%D8%AF%D8%AF%20%D8%A7%D9%84%D8%AE%D8%A7%D9%85%D8%B3%20.pdf?fbclid=IwAR02BOFmByaXgnk_JK9ig0PhWC_Ye-LmNN_PjV4wOkV7CsgzpFlDxwa6b5Q
[20] https://twitter.com/oualido/status/1511043703783272458/photo/1
[12] https://twitter.com/oualido/status/1510684870590226440/photo/1
[12] https://twitter.com/oualido/status/1516507382360248337/photo/1
[11] https://twitter.com/oualido/status/1506673735977287681/photo/1
[10] https://www.maghrebvoices.com/trends/2022/05/20/%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1%D9%8A-%D8%A3%D9%85-%D9%85%D8%BA%D8%B1%D8%A8%D9%8A%D8%9F-%D8%AD%D9%82%D9%8A%D9%82%D8%A9-%D8%A3%D8%B5%D9%88%D9%84-%D9%85%D8%AE%D8%AA%D8%B1%D8%B9-%D8%A7%D9%84%D8%B3%D9%8A%D8%A7%D8%B1%D8%A9-%D8%AA%D8%B9%D9%85%D9%84-%D8%A8%D8%A7%D9%84%D9%87%D9%8A%D8%AF%D8%B1%D9%88%D8%AC%D9%8A%D9%86
[7] https://twitter.com/oualido/status/1492236948743802881/photo/1

Top URLs in Tweet in G2:
[3] https://www.facebook.com/maghrebvoices/videos/627815772269989/?extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing
[3] https://www.maghrebvoices.com/trends/2022/04/11/%D8%A8%D8%A7%D8%A8%D8%A7-%D8%B9%D9%84%D9%8A-%D9%85%D8%B3%D9%84%D8%B3%D9%84-%D8%A3%D9%85%D8%A7%D8%B2%D9%8A%D8%BA%D9%8A-%D9%8A%D9%86%D8%A7%D9%81%D8%B3-%D8%A7%D9%84%D8%AA%D8%B1%D9%86%D8%AF-%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8%D9%8A
[3] https://www.facebook.com/maghrebvoices/videos/3151219565199142/?extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing
[2] https://www.maghrebvoices.com/archive/2019/11/12/%D8%A7%D9%84%D8%A3%D8%B2%D9%87%D8%B1-%D9%8A%D8%A8%D9%8A%D8%AD-%D8%A7%D9%84%D9%80%D8%A8%D9%8A%D8%AF%D9%88%D9%81%D9%8A%D9%84%D9%8A%D8%A7
[2] https://twitter.com/alssunia/status/1562831755635093505/photo/1
[2] https://www.maghrebvoices.com/2018/10/12/%D8%A7%D9%84%D9%83%D8%B1%D8%A7%D8%BA%D9%84%D8%A9-%D9%81%D9%8A-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D8%AA%D8%B9%D8%B1%D9%81-%D9%82%D8%B5%D8%AA%D9%87%D9%85%D8%9F
[2] https://www.maghrebvoices.com/trends/2022/03/23/%D8%AA%D8%B5%D9%84-%D8%A7%D9%84%D8%B3%D8%AC%D9%86-%D8%A7%D9%84%D9%85%D8%A4%D8%A8%D8%AF-%D8%B9%D9%82%D9%88%D8%A8%D8%A7%D8%AA-%D8%A7%D9%84%D9%85%D8%B6%D8%A7%D8%B1%D8%A8%D8%A9-%D8%AA%D8%AB%D9%8A%D8%B1-%D8%AC%D8%AF%D9%84%D8%A7-%D9%81%D9%8A-%D8%AA%D9%88%D9%86%D8%B3
[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/morocco/2022/07/15/%D9%87%D8%A7%D8%B4%D8%AA%D8%A7%D8%BA-%D8%A3%D8%AE%D9%86%D9%88%D8%B4-%D8%A7%D8%B1%D8%AD%D9%84-%D9%8A%D8%B9%D9%88%D8%AF-%D9%84%D9%84%D9%88%D8%A7%D8%AC%D9%87%D8%A9-%D8%A8%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8-%D9%88%D8%A7%D9%84%D8%B3%D8%A8%D8%A8-%D8%A7%D8%B1%D8%AA%D9%81%D8%A7%D8%B9-%D8%A3%D8%B3%D8%B9%D8%A7%D8%B1-%D8%A7%D9%84%D9%85%D8%AD%D8%B1%D9%88%D9%82%D8%A7%D8%AA
[2] https://www.maghrebvoices.com/morocco/2022/09/06/%D9%85%D9%84%D9%8A%D9%84%D9%8A%D8%A9-%D8%AA%D8%B3%D8%AA%D8%B9%D8%AF-%D9%84%D8%A7%D8%AD%D8%AA%D8%B6%D8%A7%D9%86-%D9%85%D9%87%D8%B1%D8%AC%D8%A7%D9%86-%D8%BA%D9%8A%D8%B1-%D9%85%D8%B3%D8%A8%D9%88%D9%82-%D8%A7%D9%84%D8%AB%D9%82%D8%A7%D9%81%D8%A9-%D8%A7%D9%84%D8%A3%D9%85%D8%A7%D8%B2%D9%8A%D8%BA%D9%8A%D8%A9

Top URLs in Tweet in G3:
[6] https://www.maghrebvoices.com/algeria/2022/04/10/%D8%AE%D9%84%D9%8A%D9%87-%D9%8A%D9%83%D8%AD%D8%A7%D9%84-%D8%AD%D9%85%D9%84%D8%A9-%D9%84%D9%85%D9%82%D8%A7%D8%B7%D8%B9%D8%A9-%D9%81%D8%A7%D9%83%D9%87%D8%A9-%D8%A7%D9%84%D9%85%D9%88%D8%B2-%D8%A8%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1
[5] https://www.maghrebvoices.com/trends/2022/02/18/%D9%8A%D9%82%D8%AA%D9%84-%D8%9F-%D9%85%D8%B3%D9%84%D8%B3%D9%84-%D9%81%D8%B1%D9%86%D8%B3%D9%8A-%D9%8A%D8%AB%D9%8A%D8%B1-%D8%BA%D8%B6%D8%A8-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1
[4] https://twitter.com/mouhayarnajia/status/1518271562025246720/photo/1
[4] https://twitter.com/wld_Maghrib/status/1504830369228591109/photo/1
[3] https://twitter.com/wld_Maghrib/status/1485260871647518725/photo/1
[3] https://twitter.com/wld_Maghrib/status/1492162264837005312/photo/1
[2] https://www.maghrebvoices.com/morocco/2022/06/08/%D9%88%D8%B2%D9%8A%D8%B1%D8%A9-%D9%85%D8%BA%D8%B1%D8%A8%D9%8A%D8%A9-66-%D9%81%D9%8A-%D8%A7%D9%84%D9%85%D8%A7%D8%A6%D8%A9-%D8%A7%D9%84%D8%B3%D9%8A%D8%A7%D8%AD-%D8%A7%D9%84%D8%A3%D8%AC%D8%A7%D9%86%D8%A8-%D9%8A%D9%81%D8%B6%D9%84%D9%88%D9%86-%D8%A7%D9%84%D8%B3%D9%8A%D8%A7%D8%AD%D8%A9-%D8%A7%D9%84%D8%AB%D9%82%D8%A7%D9%81%D9%8A%D8%A9
[2] https://www.maghrebvoices.com/morocco/2022/10/21/%D9%84%D8%A7%D8%B9%D8%A8%D8%A9-%D9%85%D8%BA%D8%B1%D8%A8%D9%8A%D8%A9-%D8%AA%D8%B7%D9%84%D9%82-%D8%AD%D9%85%D9%84%D8%A9-%D8%AA%D8%A8%D8%B1%D8%B9%D8%A7%D8%AA-%D9%84%D8%AA%D8%B3%D9%88%D9%8A%D8%A9-%D9%88%D8%B6%D8%B9%D9%8A%D8%AA%D9%87%D8%A7-%D8%A7%D9%84%D9%82%D8%A7%D9%86%D9%88%D9%86%D9%8A%D8%A9-%D8%A8%D8%A3%D9%85%D9%8A%D8%B1%D9%83%D8%A7
[2] https://www.maghrebvoices.com/algeria/2022/02/18/%D9%8A%D9%82%D8%AA%D9%84-%D8%9F-%D9%85%D8%B3%D9%84%D8%B3%D9%84-%D9%81%D8%B1%D9%86%D8%B3%D9%8A-%D9%8A%D8%AB%D9%8A%D8%B1-%D8%BA%D8%B6%D8%A8-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1
[2] https://twitter.com/oualido/status/1510684870590226440/photo/1

Top URLs in Tweet in G4:
[14] https://www.maghrebvoices.com/varieties/2022/03/31/%D8%AF%D8%B1%D8%A7%D8%B3%D8%A9-%D8%A3%D9%88%D9%84-%D8%A7%D8%B3%D8%AA%D8%BA%D9%84%D8%A7%D9%84-%D9%84%D9%84%D8%B2%D9%8A%D8%AA%D9%88%D9%86-%D8%A8%D8%A3%D9%81%D8%B1%D9%8A%D9%82%D9%8A%D8%A7-%D9%83%D8%A7%D9%86-%D9%81%D9%8A-%D8%A7%D9%84%D8%A8%D9%84%D8%AF-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D9%8A-100-%D8%A3%D9%84%D9%81-%D8%B9%D8%A7%D9%85
[14] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41477-022-01109-x
[14] https://twitter.com/HarbazNabil/status/1509874116295381014/photo/1
[5] https://www.maghrebvoices.com/episode/2020/01/08/%D9%85%D8%BA%D8%B1%D8%A8%D9%8A-%D9%8A%D8%AD%D9%88%D9%84-%D8%A7%D9%84%D8%A8%D9%84%D8%A7%D8%B3%D8%AA%D9%8A%D9%83-%D8%AA%D8%AD%D9%81-118031
[2] https://www.maghrebvoices.com/morocco/2021/12/31/%D9%85%D9%83%D8%AA%D8%A8-%D8%A7%D9%84%D8%B5%D8%B1%D9%81-%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8%D9%8A-%D8%B5%D8%A7%D8%AF%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D9%81%D8%A7%D9%82%D8%AA-8-%D9%85%D9%84%D9%8A%D8%A7%D8%B1-%D8%AF%D9%88%D9%84%D8%A7%D8%B1-%D9%85%D8%AA%D9%85-%D9%86%D9%88%D9%81%D9%85%D8%A8%D8%B1
[2] https://twitter.com/HabibMendoub2/status/1477041874871459841/photo/1
[2] https://www.maghrebvoices.com/2018/03/20/50-%D8%A3%D9%84%D9%81-%D9%88%D9%84%D8%A7%D8%AF%D8%A9-%D8%AE%D8%A7%D8%B1%D8%AC-%D8%A7%D9%84%D8%B2%D9%88%D8%A7%D8%AC-%D8%A8%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8-%D8%A7%D9%84%D8%B4%D9%86%D8%A7-%D9%84%D9%82%D8%AF-%D8%AD%D8%B0%D8%B1%D8%AA%D9%83%D9%85
[2] https://www.maghrebvoices.com/tunisia/2022/09/08/%D8%A3%D8%B2%D9%85%D8%A9-%D8%BA%D9%8A%D8%B1-%D9%85%D8%B3%D8%A8%D9%88%D9%82%D8%A9-%D9%82%D8%B7%D8%A7%D8%B9-%D8%A7%D9%84%D8%B5%D9%86%D8%A7%D8%B9%D8%A7%D8%AA-%D8%A7%D9%84%D8%BA%D8%B0%D8%A7%D8%A6%D9%8A%D8%A9-%D9%81%D9%8A-%D8%AA%D9%88%D9%86%D8%B3-%D9%8A%D8%B9%D8%A7%D9%86%D9%8A-%D9%86%D9%82%D8%B5-%D8%A7%D9%84%D9%85%D9%88%D8%A7%D8%AF-%D8%A7%D9%84%D8%A3%D8%B3%D8%A7%D8%B3%D9%8A%D8%A9?fs=e&s=cl
[1] https://www.maghrebvoices.com/morocco/2022/11/29/%D8%B9%D8%A8%D8%B1-%D8%B5%D8%A7%D8%B1%D9%88%D8%AE-%D8%B3%D8%A8%D9%8A%D8%B3-%D8%A5%D9%83%D8%B3-%D8%AA%D9%84%D8%A7%D9%85%D9%8A%D8%B0-%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D8%A9-%D9%8A%D8%B1%D8%B3%D9%84%D9%88%D9%86-%D8%AA%D8%AC%D8%B1%D8%A8%D8%A9-%D8%B9%D9%84%D9%85%D9%8A%D8%A9-%D8%A7%D9%84%D9%81%D8%B6%D8%A7%D8%A1
[1] https://twitter.com/HarbazNabil/status/1597637220487557121/photo/1

Top URLs in Tweet in G5:
[11] 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
[8] https://www.maghrebvoices.com/2018/03/20/50-%D8%A3%D9%84%D9%81-%D9%88%D9%84%D8%A7%D8%AF%D8%A9-%D8%AE%D8%A7%D8%B1%D8%AC-%D8%A7%D9%84%D8%B2%D9%88%D8%A7%D8%AC-%D8%A8%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8-%D8%A7%D9%84%D8%B4%D9%86%D8%A7-%D9%84%D9%82%D8%AF-%D8%AD%D8%B0%D8%B1%D8%AA%D9%83%D9%85
[4] https://twitter.com/simodri1/status/1554189404700385280/photo/1
[4] https://twitter.com/ZRzine/status/1554145901928751104/photo/1
[1] https://www.maghrebvoices.com/2018/11/02/%D8%AA%D8%B5%D8%AF%D9%91%D9%82-%D8%A7%D9%84%D8%B1%D8%A7%D9%8A%D8%A9-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1%D9%8A%D8%A9-%D8%AE%D8%A7%D8%B7%D8%AA%D9%87%D8%A7-%D8%B3%D9%8A%D8%AF%D8%A9-%D9%81%D8%B1%D9%86%D8%B3%D9%8A%D8%A9%D8%9F
[1] https://twitter.com/derradjihafid/status/1495470753810194444/photo/1
[1] https://twitter.com/derradjihafid/status/1492117837791612930/video/1
[1] https://www.maghrebvoices.com/algeria/2020/10/10/%D8%A7%D9%84%D8%A8%D8%B1%D9%88%D9%81%D9%8A%D8%B3%D9%88%D8%B1-%D8%AE%D9%8A%D8%A7%D8%B7%D9%8A-%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1%D9%8A-%D9%88%D8%A7%D8%AD%D8%AF-5-%D8%A8%D8%AD%D8%A7%D8%AC%D8%A9-%D9%84%D8%AA%D9%83%D9%81%D9%84-%D9%86%D9%81%D8%B3%D9%8A
[1] https://twitter.com/chama_farid/status/1625897602133766154/video/1
[1] https://www.maghrebvoices.com/2019/01/11/%D9%85%D8%A4%D8%B1%D8%AE-%D9%85%D8%BA%D8%B1%D8%A8%D9%8A-%D9%8A%D9%8F%D8%AD%D8%AA%D9%81%D9%84-%D8%A8%D9%88%D8%AB%D9%8A%D9%82%D8%A9-%D8%A7%D8%B3%D8%AA%D9%82%D9%84%D8%A7%D9%84-%D9%88%D8%A7%D8%AD%D8%AF%D8%A9%D8%9F

Top URLs in Tweet in G6:
[2] https://www.maghrebvoices.com/algeria/2022/09/16/%D9%85%D8%B4%D8%B1%D9%91%D8%B9-%D8%A3%D9%85%D9%8A%D8%B1%D9%83%D9%8A-%D9%8A%D8%AF%D8%B9%D9%88-%D9%84%D8%A7%D8%B3%D8%AA%D8%AE%D8%AF%D8%A7%D9%85-%D9%82%D8%A7%D9%86%D9%88%D9%86-%D9%85%D9%83%D8%A7%D9%81%D8%AD%D8%A9-%D8%AE%D8%B5%D9%88%D9%85-%D8%A3%D9%85%D9%8A%D8%B1%D9%83%D8%A7-%D8%B6%D8%AF-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1
[2] https://twitter.com/la__Del/status/1605942749169172482/photo/1
[2] https://www.maghrebvoices.com/algeria/2022/08/17/%D8%B3%D9%88%D9%86%D8%A7%D8%B7%D8%B1%D8%A7%D9%83-%D8%AA%D8%AD%D9%82%D9%82-%D9%81%D9%8A-%D8%AD%D8%B1%D9%8A%D9%82-%D8%AA%D8%B3%D8%A8%D8%A8-%D9%81%D9%8A-%D9%85%D8%B5%D8%B1%D8%B9-%D8%B9%D8%A7%D9%85%D9%84-%D9%88%D8%A5%D8%B5%D8%A7%D8%A8%D8%A9-%D8%A7%D8%AB%D9%86%D9%8A%D9%86-%D8%A2%D8%AE%D8%B1%D9%8A%D9%86-%D8%B4%D8%B1%D9%82-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1
[1] https://www.maghrebvoices.com/varieties/2022/03/31/%D8%AF%D8%B1%D8%A7%D8%B3%D8%A9-%D8%A3%D9%88%D9%84-%D8%A7%D8%B3%D8%AA%D8%BA%D9%84%D8%A7%D9%84-%D9%84%D9%84%D8%B2%D9%8A%D8%AA%D9%88%D9%86-%D8%A8%D8%A3%D9%81%D8%B1%D9%8A%D9%82%D9%8A%D8%A7-%D9%83%D8%A7%D9%86-%D9%81%D9%8A-%D8%A7%D9%84%D8%A8%D9%84%D8%AF-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D9%8A-100-%D8%A3%D9%84%D9%81-%D8%B9%D8%A7%D9%85
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41477-022-01109-x
[1] https://twitter.com/HarbazNabil/status/1509874116295381014/photo/1
[1] https://twitter.com/la__croi/status/1488942104088883207/video/1
[1] https://www.maghrebvoices.com/trends/2022/10/18/%D9%85%D9%81%D8%A7%D8%AC%D8%A3%D8%A9-%D9%85%D8%B9%D9%8A%D8%A8%D8%A9-%D9%86%D9%8A%D9%88%D9%8A%D9%88%D8%B1%D9%83-%D8%AA%D8%A7%D9%8A%D9%85%D8%B2-%D8%AA%D9%83%D8%B4%D9%81-%D9%87%D9%88%D9%8A%D8%A9-%D8%A7%D9%84%D8%AC%D9%85%D8%A7%D8%AC%D9%85-%D8%A3%D8%B9%D8%A7%D8%AF%D8%AA%D9%87%D8%A7-%D9%81%D8%B1%D9%86%D8%B3%D8%A7-%D9%84%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1
[1] https://www.maghrebvoices.com/trends/2022/10/04/%D8%A3%D8%AD%D8%AF%D8%A7%D8%AB-%D8%A7%D9%84%D8%A8%D9%88%D9%84%D9%81%D8%A7%D8%B1-%D8%A7%D9%84%D8%AC%D8%AF%D9%84-%D9%85%D8%AA%D9%88%D8%A7%D8%B5%D9%84-%D9%88%D9%87%D8%A7%D8%B4%D8%AA%D8%A7%D8%BA-%D9%8A%D8%AF%D8%B9%D9%88-%D9%84%D8%B1%D8%AD%D9%8A%D9%84-%D9%88%D8%B2%D9%8A%D8%B1-%D8%A7%D9%84%D8%AB%D9%82%D8%A7%D9%81%D8%A9-%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8%D9%8A
[1] https://www.maghrebvoices.com/trends

Top URLs in Tweet in G7:
[4] https://twitter.com/lecitoyen2021/status/1459476134656102401/photo/1
[2] https://twitter.com/MustaphaElasri9/status/1607763819165614093/photo/1
[2] https://m.facebook.com/maghrebvoices/photos/a.1546439798936451/1963542320559528/?type=3
[2] https://twitter.com/_Malika_01_/status/1551944340443889666/photo/1
[2] https://twitter.com/cestartichaut/status/1492940626555514881/photo/1
[2] 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
[1] https://twitter.com/MustaphaElasri9/status/1607763819165614093?t=eHt1Ij5FJBN0WN-4QYkdsA&s=19
[1] https://www.facebook.com/maghrebvoices/photos/a.1546439798936451/1963542320559528/?type=3
[1] https://twitter.com/BensalahAbas2/status/1613922532008116225/photo/1
[1] https://www.maghrebvoices.com/algeria/2022/05/20/%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1%D9%8A-%D8%A3%D9%85-%D9%85%D8%BA%D8%B1%D8%A8%D9%8A%D8%9F-%D8%AD%D9%82%D9%8A%D9%82%D8%A9-%D8%A3%D8%B5%D9%88%D9%84-%D9%85%D8%AE%D8%AA%D8%B1%D8%B9-%D8%A7%D9%84%D8%B3%D9%8A%D8%A7%D8%B1%D8%A9-%D8%AA%D8%B9%D9%85%D9%84-%D8%A8%D8%A7%D9%84%D9%87%D9%8A%D8%AF%D8%B1%D9%88%D8%AC%D9%8A%D9%86

Top URLs in Tweet in G8:
[1] https://www.maghrebvoices.com/2019/05/16/%D9%85%D9%86%D8%B8%D9%85%D8%A9-%D8%A3%D9%83%D8%AB%D8%B1-%D9%86%D8%B5%D9%81-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D8%A9-%D9%8A%D8%B9%D8%A7%D9%86%D9%88%D9%86-%D8%A7%D9%84%D9%81%D9%82%D8%B1-%D9%88%D8%A7%D9%84%D8%AD%D8%B1%D9%85%D8%A7%D9%86
[1] https://www.maghrebvoices.com/2018/01/17/%D8%A7%D9%84%D8%B9%D9%84%D8%A7%D9%82%D8%A7%D8%AA-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1%D9%8A%D8%A9-%D8%A7%D9%84%D8%A3%D9%85%D9%8A%D8%B1%D9%83%D9%8A%D8%A9-4-%D9%85%D8%AD%D8%B7%D8%A7%D8%AA-%D8%AD%D8%A7%D8%B3%D9%85%D8%A9?amp
[1] https://twitter.com/maghrebvoices/status/1530194615856287747
[1] https://www.maghrebvoices.com/2018/05/26/%D8%A7%D9%84%D8%B5%D9%88%D9%85-%D8%B1%D8%A7%D8%A8%D8%B9-%D8%A3%D8%B1%D9%83%D8%A7%D9%86-%D8%A7%D9%84%D8%A5%D8%B3%D9%84%D8%A7%D9%85-%D8%A3%D9%88%D9%91%D9%84%D9%87%D8%A7-%D8%B9%D9%86%D8%AF-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D8%A9%D8%9F
[1] https://twitter.com/waazizad/status/1567489197233119233
[1] https://www.youtube.com/watch?v=0tqg1Y9c5aw&feature=youtu.be

[1] https://twitter.com/waazizad/status/1557465432780685312
[1] https://twitter.com/BreikaBeiba/status/1533550923938660354
[1] https://twitter.com/BreikaBeiba/status/1533202562031165440
[1] https://twitter.com/waazizad/status/1544264839702478848

Top URLs in Tweet in G9:
[5] https://www.maghrebvoices.com/algeria/2020/10/10/%D8%A7%D9%84%D8%A8%D8%B1%D9%88%D9%81%D9%8A%D8%B3%D9%88%D8%B1-%D8%AE%D9%8A%D8%A7%D8%B7%D9%8A-%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1%D9%8A-%D9%88%D8%A7%D8%AD%D8%AF-5-%D8%A8%D8%AD%D8%A7%D8%AC%D8%A9-%D9%84%D8%AA%D9%83%D9%81%D9%84-%D9%86%D9%81%D8%B3%D9%8A
[5] 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
[3] https://www.facebook.com/maghrebvoices/videos/%D8%B3%D8%A7%D9%81%D8%B1-%D9%84%D8%A3%D8%BA%D9%85%D8%A7%D8%AA-%D8%A8%D8%AD%D8%AB%D8%A7-%D8%B9%D9%86-%D8%B9%D8%A7%D8%A6%D9%84%D8%A9-%D9%88%D8%A7%D9%84%D8%AF%D9%87-%D9%81%D8%B9%D8%A7%D8%B4-%D9%81%D9%8A-%D9%85%D8%B1%D8%A7%D9%83%D8%B4-20-%D8%B3%D9%86%D8%A9-%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1%D9%8A-%D9%85%D9%86-%D8%A3%D8%A8-%D9%85%D8%BA%D8%B1%D8%A8%D9%8A-%D8%A3%D9%86%D8%A7-%D9%84%D8%A7-%D8%A3/1028092034719165/
[2] https://www.facebook.com/maghrebvoices/videos/489562006527031/?extid=a
[1] https://twitter.com/aljazairDz96/status/1552796218316963840/video/1
[1] https://twitter.com/AhmadDaoud14/status/1511278355324280833/video/1
[1] https://twitter.com/AhmadDaoud14/status/1625605359741042689/photo/1
[1] https://twitter.com/Moroenfinlandia/status/1515066898827943952/photo/1
[1] https://twitter.com/i/web/status/1617925603000483840
[1] https://twitter.com/LFwdyl/status/1617925603000483840/video/1

Top URLs in Tweet in G10:
[16] https://twitter.com/maghrebvoices_/status/1598410564887539712/photo/1
[4] https://twitter.com/maghrebvoices_/status/1598318631536005121/photo/1
[4] https://twitter.com/maghrebvoices_/status/1599774636723478528/photo/1
[3] https://twitter.com/maghrebvoices_/status/1598449763510374405/video/1
[1] https://www.youtube.com/watch?v=WasAtG_0ou0&feature=youtu.be

[1] https://twitter.com/maghrebvoices_/status/1600086805516255235/video/1
[1] https://twitter.com/maghrebvoices_/status/1598321535210635275/photo/1
[1] https://twitter.com/maghrebvoices_/status/1598700028767477761/photo/1
[1] https://twitter.com/maghrebvoices_/status/1599069465098211330/photo/1
[1] https://twitter.com/maghrebvoices_/status/1599378396672188417/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[4046] maghrebvoices.com
[682] twitter.com
[98] facebook.com
[22] org.ae
[20] bladipresse.com
[18] nature.com
[17] youtube.com
[9] google.com
[9] wikipedia.org
[4] alhurra.com

Top Domains in Tweet in G1:
[3428] maghrebvoices.com
[289] twitter.com
[20] org.ae
[3] alhurra.com
[3] facebook.com
[2] noonpost.com
[1] nature.com
[1] amazon.fr
[1] amazon.com
[1] amazon.nl

Top Domains in Tweet in G2:
[189] maghrebvoices.com
[48] facebook.com
[27] twitter.com
[20] bladipresse.com
[8] google.com
[2] wikipedia.org
[1] leconomistemaghrebin.com
[1] alhurra.com
[1] instagram.com

Top Domains in Tweet in G3:
[44] twitter.com
[35] maghrebvoices.com
[1] tinyurl.com
[1] hespress.com
[1] radioalgerie.dz

Top Domains in Tweet in G4:
[35] maghrebvoices.com
[23] twitter.com
[14] nature.com
[1] aljazeera.net
[1] liberation.fr

Top Domains in Tweet in G5:
[27] maghrebvoices.com
[22] twitter.com
[1] al24news.com
[1] facebook.com

Top Domains in Tweet in G6:
[16] maghrebvoices.com
[12] twitter.com
[1] nature.com
[1] facebook.com

Top Domains in Tweet in G7:
[18] twitter.com
[13] maghrebvoices.com
[5] facebook.com
[2] youtube.com
[1] google.fr

Top Domains in Tweet in G8:
[13] twitter.com
[11] maghrebvoices.com
[2] youtube.com
[1] elbilad.net

Top Domains in Tweet in G9:
[12] maghrebvoices.com
[11] twitter.com
[5] facebook.com
[1] youtube.com

Top Domains in Tweet in G10:
[50] twitter.com
[18] maghrebvoices.com
[2] youtube.com
[1] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[45] المغرب
[27] الجزائر
[25] تبون_ارحل
[19] العالم
[11] المهدي_بن_سعيد_ومستشاره_ديكاج
[11] أخبار
[10] تونس
[9] المغرب_أولا
[8] ووالله_مامفاكين
[8] المملكة_المغربية



Top Hashtags in Tweet in G1:
[25] تبون_ارحل
[7] الجزائر
[6] المغرب
[5] الجزائر_اضحوكة_العالم
[3] للكرغوفرنكي
[3] الصحراء_المغربية
[2] المجتمع
[2] شاهد
[2] أم
[2] عازبة

Top Hashtags in Tweet in G2:
[21] المغرب
[19] العالم
[11] أخبار
[6] المملكة_المغربية
[4] موريتانيا
[4] الجزائر
[4] المنتخب_المغربي
[3] تونس
[3] أسود_الأطلس
[3] جمعة_مباركة

Top Hashtags in Tweet in G3:
[2] oran2022
[1] unafu20
[1] afcu20
[1] maroc
[1] algerie
[1] عمر_هلال
[1] إفريقيا
[1] نطالب_الفيفا_بأعادة_مبراة_الجزائر_والكميرون
[1] we_demand_fifa_to_return_the_sharpener_to_algeria_and_cameroon
[1] exigimos_a_la_fifa_que_devuelva_el_afilador_a_argelia_y_camerún

Top Hashtags in Tweet in G4:
[4] recycling
[3] environnement
[2] تونس
[1] المملكة_المغربية
[1] ولا_غالب_إلا_الله
[1] المغرب_أولا
[1] morocco
[1] usa
[1] recyclable
[1] abad

Top Hashtags in Tweet in G5:
[1] السعودية
[1] المغرب
[1] سعيدة_العلمي
[1] الجزائير
[1] شوف
[1] عندكم
[1] تكلم
[1] منتج

Top Hashtags in Tweet in G6:
[9] المهدي_بن_سعيد_ومستشاره_ديكاج
[6] ووالله_مامفاكين
[2] algeria_fund_russias_war
[1] شفشاون
[1] انقذوا_ريان
[1] الجزائر_تقبل_بجماجم_اللصوص
[1] المملكة_المغربية
[1] كورغوليا_الشرقية
[1] الشيخ
[1] ابطال

Top Hashtags in Tweet in G7:
[1] اسبانيا
[1] سبتة
[1] مليليلة
[1] جزر_الكناري
[1] اسرائیل

Top Hashtags in Tweet in G8:
[1] sultanakhaya
[1] saharaoccidental
[1] westernsahara
[1] saharamarroqui
[1] saharauimarroqui
[1] canarias
[1] البوليساريو
[1] الصحراء_الغربية

Top Hashtags in Tweet in G9:
[12] الجزائر
[1] القنادسة
[1] الخط_القندوسي
[1] عبد_الصمد
[1] ميغيل_دي_سرفانتيس
[1] دون_كيشوت
[1] ناصر
[1] ليلة_سعيدة
[1] تبون
[1] المغرب

Top Hashtags in Tweet in G10:
[1] بوتين
[1] أوكرانيا
[1] المهدي_بن_سعيد_ومستشاره_ديكاج
[1] ووالله_مامفاكين

Top Words
Top Words in Tweet in Entire Graph:
[1950] في
[1159] من
[936] maghrebvoices
[580] على
[549] الجزائر
[492] المغرب
[363] و
[348] عن
[318] إلى
[295] ليبيا

Top Words in Tweet in G1:
[1481] في
[799] من
[728] maghrebvoices
[449] على
[440] الجزائر
[401] المغرب
[268] تونس
[264] عن
[263] إلى
[258] ليبيا

Top Words in Tweet in G2:
[89] في
[51] maghrebvoices
[46] من
[23] على
[21] #المغرب
[19] المغرب
[19] #العالم
[18] الجزائر
[16] و
[16] عن

Top Words in Tweet in G3:
[54] maghrebvoices
[45] من
[31] في
[24] badro_ma
[16] هذا
[14] الجزائر
[11] تثير
[11] ديال
[11] المغاربة
[10] و

Top Words in Tweet in G4:
[20] harbaznabil
[17] التفاصيل
[16] من
[14] المصدر
[12] hespress
[11] في
[11] إلى
[7] الدولية
[7] الفضاء
[6] maghrebvoices

Top Words in Tweet in G5:
[29] في
[28] و
[17] من
[17] يا
[11] amal_sabti
[10] بوسبير
[9] على
[7] كان
[7] derradjihafid
[6] awatef213dz

Top Words in Tweet in G6:
[64] شعب
[38] la__del
[33] بين
[32] سنة
[32] وبين
[32] فرق
[31] نجمة
[31] تتوسطه
[31] له
[31] مغربي

Top Words in Tweet in G7:
[17] من
[16] في
[12] و
[8] الجزائر
[6] maghrebvoices
[5] mustaphaelasri9
[5] عن
[5] بعد
[5] على
[5] فرنسا

Top Words in Tweet in G8:
[18] في
[16] maghrebvoices
[11] من
[7] ليبيا
[6] alhurranews
[6] و
[5] الجزائر
[4] el_bilade
[4] ajarabic
[4] المغرب

Top Words in Tweet in G9:
[21] ahmaddaoud14
[15] و
[14] في
[12] #الجزائر
[11] من
[7] يا
[6] يحب
[5] ninanoucha8
[5] ghajji30
[5] 2abdelk

Top Words in Tweet in G10:
[49] في
[37] maghrebvoices_
[30] من
[21] على
[19] المنتخب
[15] التفاصيل
[15] هذه
[14] المغربي
[14] هل
[10] منتخبات

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[147] في,ليبيا
[133] في,الجزائر
[109] في,المغرب
[106] في,تونس
[86] سنة,2021
[83] 2021,maghrebvoices
[52] oualido,maghrebvoices
[49] المغاربية,سنة
[47] maghrebvoices,من
[45] يثير,غضب

Top Word Pairs in Tweet in G1:
[129] في,ليبيا
[114] في,الجزائر
[100] في,تونس
[95] في,المغرب
[76] سنة,2021
[73] 2021,maghrebvoices
[49] oualido,maghrebvoices
[44] المغاربية,سنة
[41] الرئيس,التونسي
[40] سعي,د

Top Word Pairs in Tweet in G2:
[11] #أخبار,#العالم
[11] maghrebvoices,#أخبار
[8] maghrebvoices,#العالم
[8] أصوات,مغاربية
[6] نظام,هجين
[6] في,ليبيا
[5] #المغرب,#المملكة_المغربية
[5] في,الجزائر
[4] d8,a7
[4] نظام,استبدادي

Top Word Pairs in Tweet in G3:
[10] إن,المغاربة
[10] تثير,جدلا
[10] قال,إن
[10] يوتيوبر,بقناة
[10] تصريحات,يوتيوبر
[10] انساغرام,ديال
[10] بقناة,إيطالية
[10] لي,عندهم
[10] المجاعة,تصريحات
[10] ديال,هذا

Top Word Pairs in Tweet in G4:
[14] التفاصيل,المصدر
[13] harbaznabil,التفاصيل
[6] شركة,سبيس
[6] السبت,الماضي
[6] محملا,بأول
[6] تجربة,علمية
[6] علمية,يديرها
[6] يديرها,تلاميذ
[6] تلاميذ,مغاربة
[6] صاروخا,إلى

Top Word Pairs in Tweet in G5:
[4] في,بوسبير
[4] يا,تريكة
[3] شكون,كان
[3] مرحاض,العالم
[3] د,و
[3] طوبير,علي
[2] تريكة,اليهو
[2] من,يفوز
[2] الأجناس,يا
[2] يا,السنغولية

Top Word Pairs in Tweet in G6:
[31] تتوسطه,نجمة
[30] 1915م,وبين
[30] وبين,شعب
[30] نجمة,سليمانية
[30] مغربي,أحمر
[30] خضراء,سنة
[30] سلطانه,مولاي
[30] شعب,اختار
[30] شعب,جزائري
[30] فرق,كبير

Top Word Pairs in Tweet in G7:
[3] انكم,الشعب
[3] الولايات,المتحدة
[3] من,طرف
[3] gilas76786109,mustaphaelasri9
[3] الشعب,الوحيد
[3] الجزائر,في
[2] lwyayman,ezzaki_amal
[2] dzairino,gilas76786109
[2] aitboualounour1,dzairino
[2] aminemarocain27,ksiim92

Top Word Pairs in Tweet in G8:
[4] في,ليبيا
[4] alhurranews,maghrebvoices
[3] dw_arabic,euronewsar
[3] في,الجزائر
[3] على,مدار
[3] bbcarabic,dw_arabic
[2] عدم,إشراك
[2] سيؤدى,عدم
[2] توجد,أذان
[2] للأسف,الشديد

Top Word Pairs in Tweet in G9:
[6] يحب,#الجزائر
[5] ninanoucha8,ahmaddaoud14
[4] 2abdelk,vlog34dz
[3] vlog34dz,ghajji30
[3] ghajji30,rutc55162574
[3] rutc55162574,ninanoucha8
[2] العشرية,السوداء
[2] hamidkader16,ghajji30
[2] يا,ولد
[2] ghajji30,ninanoucha8

Top Word Pairs in Tweet in G10:
[13] المنتخب,المغربي
[7] maghrebvoices_,في
[6] قيمة,المنتخب
[6] برأيك,هل
[5] للأمونياك,على
[5] من,وضع
[5] التصنيع,والتنويع
[5] هذه,الاستثمارات
[5] التي,تعتبر
[5] في,أفريقيا

Top Replied-To
Top Replied-To in Entire Graph:
@maghrebvoices
@oualido
@milaak10
@ahmaddaoud14
@amal_sabti
@badro_ma
@munichelxulo
@moorish84

Top Replied-To in G1:
@maghrebvoices
@oualido
@moorish84
@sofiane36135957
@hanan30_h
@_bourar
@djalalekader

Top Replied-To in G2:

Top Replied-To in G3:
@maghrebvoices
@badro_ma
@wld_maghrib
@ihssanesghir
@5_ersito
@youss713
@ahmhamd437
@hfhdhd10
@rachapress

Top Replied-To in G4:
@denguir_hicham
@maghrebyy84
@benharounmoham7
@boucetta_habbib
@maghrebvoices
@mustepha_ynes
@drisssenhaji2
@reporterre
@map_information
@libe

Top Replied-To in G5:
@amal_sabti
@derradjihafid
@westernsaharaq
@lldyn37380249
@bo96tigdt
@anassmastafi
@predateur07
@drdrvet552
@moroenfinlandia

Top Replied-To in G6:
@maghrebvoices
@dani_xxl
@amjadt25
@ouamoussi
@oulednayel
@nacirisaid1937
@hakim32hakim
@lionmarocain_

Top Replied-To in G7:
@maghrebvoices
@ledtt6qxdmq2hmn
@fouadfaress05
@aitboualounour1
@riseofthemoors
@lolita61682775
@bensalahabas2

Top Replied-To in G8:
@maghrebvoices
@kassoulagzouli
@el_bilade
@nourkhan53
@ajarabic
@mohamedzitout
@ferhatmhenni
@redadigital
@yassine14896875

Top Replied-To in G9:
@ahmaddaoud14
@amira96mirou
@samdavistweets
@lfwdyl
@we_love_algeria
@saoudi005
@medzakariazekri
@ayoubvision

Top Replied-To in G10:
@babakhouya1980
@oualido

Top Mentioned
Top Mentioned in Entire Graph:
@maghrebvoices
@oualido
@la__del
@harbaznabil
@tebbouneamadjid
@badro_ma
@ahmaddaoud14
@abderrazakkila1
@hespress

Top Mentioned in G1:
@maghrebvoices
@oualido
@tebbouneamadjid
@imanour
@zouinajami
@harbaznabil
@_bourar
@emohammedtx
@la__del
@achrafslassi9

Top Mentioned in G2:
@ahmed747hassan

Top Mentioned in G3:
@maghrebvoices
@badro_ma
@oualido
@moorishmovement
@wld_maghrib
@incidences12
@marocainpluriel

Top Mentioned in G4:
@harbaznabil
@hespress
@maghrebvoices
@chez_pol
@map_information
@manuclevenot
@skerckhove
@apenvironnement
@oualido

Top Mentioned in G5:
@amal_sabti
@awatef213dz
@derradjihafid
@al24newschannel
@westernsaharaq
@chaimaa_didi
@kremdezhybur
@1justmido
@roiducondor

Top Mentioned in G6:
@la__del
@bo7mad1956
@maghrebvoices
@amjadt25
@oualido
@brahimelkouri4
@azizabdou18
@harbaznabil
@soraya_m04
@abdililahg

Top Mentioned in G7:
@mustaphaelasri9
@maghrebvoices
@amireda20192019
@abdelnour_saidi
@houyemme
@benmohamedramz1
@meirmasri

Top Mentioned in G8:
@maghrebvoices
@alhurranews
@alarabiya
@ah_kadi
@ajarabic
@bbcarabic
@dw_arabic
@euronewsar
@skynewsarabia
@alghadtv

Top Mentioned in G9:
@ahmaddaoud14
@ninanoucha8
@rutc55162574
@ouamoussi
@ahmedah44782290
@hamidov45309885

Top Mentioned in G10:
@arryadiatv
@maghrebvoices
@harbaznabil
@la__del
@salmabdelfatah

Top Tweeters
Top Tweeters in Entire Graph:
@marekingu
@ssm1106
@buyazed288
@europapress
@sameh_omar
@alarabiya
@alhadath
@wsj
@rfi
@skynewsarabia

Top Tweeters in G1:
@buyazed288
@unemarocaine
@shamssoalassil3
@laylabe4
@alslwaajestic
@mariemines01
@mohamedcasam
@kam_900
@_bourar
@k5emis7seltan

Top Tweeters in G2:
@sameh_omar
@iimwaldee
@ahmed747hassan
@bladipresse
@benyounesbeyadh
@charlieohux
@red_tower_enryu
@imadhaddad61
@jovial0601
@mikaainasoja

Top Tweeters in G3:
@europapress
@efenoticias
@el_periodico
@simo__ben
@hrw
@diasporasahraui
@ahmedsebou
@mouhayarnajia
@elpais_espana
@sabil3abirat

Top Tweeters in G4:
@libe
@hespress
@haidarcopyright
@le360ar
@rfaouz
@map_information
@maroc_aabbircom
@tarbouchesi
@sidihamzad
@drisssenhaji2

Top Tweeters in G5:
@awatef213dz
@chaimaa_didi
@talalalkuwari
@bigdrems369
@maalika2109
@westernsaharaq
@faysalbounab
@w09wfypcuzbqvs4
@al24newschannel
@glaoui_akram

Top Tweeters in G6:
@gamalnassila
@soundous_reda
@edycohen
@la__del
@amjadt25
@aftichi
@manajih11
@youssefoualida
@vagabond2022
@lionmarocain_

Top Tweeters in G7:
@usabilaraby
@houyemme
@algerianlilia27
@abo_faisal__
@amireda20192019
@hashembea
@smatitahar
@med16lameche
@cestartichaut
@benmohamedramz1

Top Tweeters in G8:
@alhadath
@rfi
@skynewsarabia
@alghadtv
@ajarabic
@france24_ar
@alhurranews
@bbcarabic
@dw_arabic
@i24news_ar

Top Tweeters in G9:
@ayoubvision
@ahmaddaoud14
@amira96mirou
@adilelouazzani6
@ninanoucha8
@doliprane_aie
@abealzaid
@ouamoussi
@aminehsissi
@salaheddinemokr

Top Tweeters in G10:
@mohamdamine11
@moderox2
@arryadiatv
@amazighdesud
@mari556876reham
@jmeknasi
@hassanessaid
@ramyade21746102
@lbachkawi
@jahidtarik


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