Mazajak (مَزَاجَك)

• A Dialect Arabic Sentiment Analyser
• Online tool here.
• Related Publications:
  Abu Farha I. and W. Magdy. Mazajak: An Online Arabic Sentiment Analyser. WANLP - ACL 2019
  

Patent Retrieval Evaluation Score (PRES)

• PRES is an evaluation score that is especially design for recall-oriented information retrieval tasks ..... read more
• Download PRESeval, a script to calculate PRES score for IR results in TREC format
• Related Publications:
  Magdy W. and G. J. F. Jones. PRES: A Score Metric for Evaluating Recall-Oriented Information Retrieval Applications. SIGIR 2010
  

ArSAS: An Arabic Speech-Act and Sentiment Corpus of Tweets

• A set of 21K Arabic tweets labeled for 4 classes of sentiment and 6 classes of speech-act.
• Download data here.
• Related Publication:
  Elmadany A., H. Mubarak, W. Magdy. ArSAS: An Arabic Speech-Act and Sentiment Corpus of Tweets. OSACT3 - LREC 2018
  

Manually Annotated Tweets into 14 Different Classes

• 3129 manually annotated tweets into 14 different categories. Number of tweets per class ranges from 179 to 261. Categories used are the same list of categories used by YouTube.
• Download data here.
• Related Publications:
  Magdy W., H. Sajjad, T. El-Ganainy and F. Sebastiani. Distant Supervision for Tweet Classification using YouTube Labels. ICWSM 2015.
  Magdy W., H. Sajjad, T. El-Ganainy and F. Sebastiani. Bridging Social Media via Distant Supervision. SNAM 2015.
  

ClassStrength

• A tool for classifying social text into 14 general-purpose categories in 5 languages: English, Arabic, French, German, and Russian
• Download tool here.
• Online classification tool here.
• Related Publications:
  Magdy W. and M. Eldesouky. ClassStrength: A Multilingual Tool for Tweets Classification. ASONAM 2017
  

Microblog Filtering Data

• List of IDs of Arabic tweets that were used in our experimentation for microblog filtering associated with the queries of 6 broad topics used in the test.
• Download data here.
• Related Publications:
  W. Magdy and T. Elsayed. Unsupervised Adaptive Microblog Filtering for Broad Dynamic Topics. IP&M 2016
  

Tweet Collection during Military Intervention in Egypt in July 2013

• List of IDs of Arabic tweets that were identified as relevant to talking about Egyptian politics during the military intervention to oust the Egyptian President Morsi in 3 July 2013.
• Download data here.
• Related Publications:
  Borge-Holthoefer J., W. Magdy, K. Darwish, and I. Weber. Content and Network Dynamics Behind Egyptian Political Polarization on Twitter. CSCW 2015
  

PornHub User Accounts

• Anonymized set of almost 100,000 user accounts on the adult social platform, PornHub. Each account contains informations of (details in the paper):
  - Profile: age, country, gender, intersted in, ...
  - Activities: videos watches, posted ...
  - Network: number of friends, subscripers, subscribed to; with numbers of males/females in each.
  - Comments: all comments by user on other users' walls.
  
• Download data here.
• Related Publications:
  Magdy W., Y. Elkhatib, G. Tyson, S. Joglekar, and N. Sastry. Fake it till you make it: Fishing for Catfishes. ASONAM 2017
  

Media Attention

List of articles around my published research can be found here