public Lexicon(List <DictionaryItem> dictionary, Grabo graboData)
{
Terms = new List <Term>();
var reviews = graboData.Businesses.Select(ss => ss.ReviewList).SelectMany(m => m.Reviews).ToList();
dictionary.ForEach(s => Terms.Add(CalculatePMI(s, reviews)));
}
public static Grabo ReadData()
{
XmlSerializer serializer = new XmlSerializer(typeof(Grabo));
using (FileStream fileStream = new FileStream("grabo.xml", FileMode.Open))
{
Grabo result = (Grabo)serializer.Deserialize(fileStream);
return(result);
}
}
private static List <DictionaryItem> CreateDictionary(Grabo data)
{
var words = data.Businesses
.Select(s => s.ReviewList)
.SelectMany(s => s.Reviews)
.Select(s => s.TokenizedMessage)
.SelectMany(str => str)
.GroupBy(g => g)
.Select(gr => new DictionaryItem
{
Word = gr.Key,
NumberOfOccurances = gr.Count()
})
.Where(w => w.NumberOfOccurances >= 5)
.ToList();
return(words);
}
public Lexicon(List <DictionaryItem> dictionary, Grabo graboData, string forCategory)
{
}