Review Article

Arabic Sentiment Analysis: A Systematic Literature Review

Table 4

The public datasets in the reviewed articles.

Key IDDataset (DS)DS sizePositiveNegativeNeutralSource

D01Arabic Health Services (AHS)2,0266281,398Twitter
D02Arabic Dataset22,5508,5297,0217,000Twitter
D03ArTwitter1,951993958Twitter
D04ATB1,834Newswire
D05ASTD10,0067991,6847,523Twitter
D06BHA8,2244,1124,112TripAdvisor.com., booking.com, agoda.ae
D07BRAD510,598Goodreads
D08CNN5,070
D09LABR51,05642,8328,224Goodreads
D10ACOM (DS1)594184284106Aljazeera’s site
D11ACOM (DS2)1,492486517391Aljazeera’s site
D12ACOM (DS3)611149462Aljazeera’s site
D13HARD94,05246,96847,084Booking.com
D14PatientJo1,228227951Jordanian hospitals
D15TA2,0001,0001,000Twitter
D16OCA500250250Arabic movies reviews
D17QCRI754377377Twitter
D18RR2,8178761,941Twitter
D19SemEval-201615,562Booki006Eg.com, TripAdvisor.com
D20SemEval-20173,3557431,1421,470Twitter
D21SIAAC147329124Echorouk newspaper
D22SWN30,82814,54316,285
D23Syria tweets2,0004481,350202Twitter
D24TEAD5,615,9433,122,6152,115,325378,003Twitter
D25AraSenti tweet10,1334,3295,804Twitter