Date Fruit Dataset analyze Text Data Using Topic Models

Here we have different kinds of Date Fruits, and how much area they need and costing like profit.

data = readtable("Date_Fruit_Datasets.xlsx",TextType="string");
head(data)

textData = data.Category;
textData(1:15)
textArea=data.AREA;
textArea(1:15)

rng("default")
numTopics = 7;
X = categorical({'Medjool Dates', 'Omani', 'Piarom Dates','Deglet Nour Dates','Mazafati Dates', 'Barhi Dates','Thoory Dates','Ameri Dates','Dayri Dates','Halawy Dates', 'Khudri Dates','Zahidi Dates','Safawi Dates','Amber','Kalmi Dates'});
X = reordercats(X,{'Medjool Dates', 'Omani', 'Piarom Dates','Deglet Nour Dates','Mazafati Dates', 'Barhi Dates','Thoory Dates','Ameri Dates','Dayri Dates','Halawy Dates', 'Khudri Dates','Zahidi Dates','Safawi Dates','Amber','Kalmi Dates'});
Y1 = [422163 338136 526843 416063 347562 408953 451414 382636 546063 420044 364495 404243 407789 340451 467092];
Y2 = [85686 77802 45000 50000 35000 20000 80000 65478 86544 75469 98774 87986 54987 48579 88566];

bar(X,Y1)
title('Date Fruits Area for Plating')

bar(X,Y2)
title('Date Fruits Profit per year') 
ax = gca;
chart = ax.Children(1);
datatip(chart,"Deglet Nour Dates",4.161e+05);