def wc():
import matplotlib as mpl
import matplotlib.pyplot as plt1
from subprocess import check_output
from wordcloud import WordCloud, STOPWORDS
#mpl.rcParams['figure.figsize']=(8.0,6.0) #(6.0,4.0)
mpl.rcParams['font.size']=12 #10
mpl.rcParams['savefig.dpi']=100 #72
mpl.rcParams['figure.subplot.bottom']=.1
stopwords = set(STOPWORDS)
data = Asin.getWordCloud()
# print(data)
wordcloud = WordCloud( collocations=False,
background_color='white',
height=300, width=400,
relative_scaling = 0.5,
random_state=2,
stopwords=stopwords,
max_words=200,
max_font_size=75,
min_font_size=5
).generate(data)
# print(wordcloud)
plt1.cla()
fig = plt1.figure()
plt1.imshow(wordcloud)
plt1.axis('off')
#plt.show()
asin=Asin.getAsinValue()
fig.savefig('images/'+asin+'_wc.png', bbox_inches='tight')
plt1.close()
def retranslateUi(self, CompareWindow):
_translate = QtCore.QCoreApplication.translate
CompareWindow.setWindowTitle(
_translate("CompareWindow", "Compare Products"))
self.label.setText(_translate("CompareWindow", "Select Product"))
#our stuff
asin = Asin.getAsinValue()
name = Asin.getPhoneName(asin)
self.product1Label.setText(name)
if (name != 'Moto G5'):
self.comboBox.addItem("Moto G5")
if (name != 'Moto G Play'):
self.comboBox.addItem("Moto G Play")
if (name != 'Moto Z'):
self.comboBox.addItem("Moto Z")
if (name != 'Moto Z Play'):
self.comboBox.addItem("Moto Z Play")
if (name != 'Samsung Galaxy S8'):
self.comboBox.addItem("Samsung Galaxy S8")
if (name != 'Samsung Galaxy S8+'):
self.comboBox.addItem("Samsung Galaxy S8+")
if (name != 'Samsung Galaxy S9'):
self.comboBox.addItem("Samsung Galaxy S9")
if (name != 'Samsung S7 Edge'):
self.comboBox.addItem("Samsung S7 Edge")
self.showscores(asin)
self.compareProduct()
self.comboBox.currentIndexChanged.connect(self.compareProduct)
def search(self):
asinValue = Asin.getAsinValue()
feature = str(self.featurecomboBox.currentText())
self.positiveList.clear()
self.negativeList.clear()
if (feature == 'All'):
self.show(asinValue)
elif (feature == 'Camera'):
search_for = ['camera', 'picture', 'photo']
self.implicitsearch(asinValue, search_for)
elif (feature == 'Battery'):
search_for = ['battery', 'drain', 'discharge']
self.implicitsearch(asinValue, search_for)
elif (feature == 'Screen'):
search_for = ['screen', 'display', 'touch', 'glass']
self.implicitsearch(asinValue, search_for)
elif (feature == 'Processor'):
search_for = ['processor', 'speed', 'processing speed']
self.implicitsearch(asinValue, search_for)
elif (feature == 'Memory'):
search_for = ['memory', ' ram ', ' rom ', 'storage', 'sd card']
self.implicitsearch(asinValue, search_for)
elif (feature == 'Size'):
search_for = ['size', 'dimensiion', 'weight']
self.implicitsearch(asinValue, search_for)
elif (feature == 'Audio'):
search_for = ['audio', 'sound', 'music', 'noise']
self.implicitsearch(asinValue, search_for)
def showscores(self, asin):
key_rating_d = algo.noun_dict()
cost = Asin.getPrice(asin)
self.product1Text.addItem("MRP\t\t : \t" + cost)
for keys, values in key_rating_d.items():
for i in values:
s = i.split('/')
value = keys + "\t\t : \t" + str(s[0]).rstrip(" ")
self.product1Text.addItem(value)
def retranslateUi(self, Dashboard):
_translate = QtCore.QCoreApplication.translate
Dashboard.setWindowTitle(_translate("Dashboard", "Dashboard"))
self.showReviewButton.setText(_translate("Dashboard", "SHOW REVIEWS"))
self.showScoreButton.setText(_translate("Dashboard", "SHOW SCORES"))
self.compareButton.setText(_translate("Dashboard", "COMPARE"))
self.analysisButton.setText(_translate("Dashboard", "SHOW ANALYSIS"))
# our stuff
asins=["B01LW9P0H4","B01M7O431L","B06Y15G61T","B06Y137TLR","B071WDBTW1","B079JSZ1Z2","B079SGQNPN","B079YM4RXS"]
asin = Asin.getAsinValue()
algo.summaryFunction(asin)
name = Asin.getPhoneName(asin)
print(name)
if asin not in asins:
image.img(asin)
self.setContent(asin,name)
self.showReviewButton.clicked.connect(self.showReview)
self.showScoreButton.clicked.connect(self.showScore)
self.compareButton.clicked.connect(self.showCompare)
self.analysisButton.clicked.connect(self.showAnalysis)
def retranslateUi(self, ScoreWindow):
_translate = QtCore.QCoreApplication.translate
ScoreWindow.setWindowTitle(
_translate("ScoreWindow", "Feature Based Scores"))
self.label.setText(_translate("ScoreWindow", "Feature-Score"))
self.label_2.setText(_translate("ScoreWindow", "Service-Score"))
self.label_3.setText(
_translate("ScoreWindow", "Select specific feature"))
#our stuff
asin = Asin.getAsinValue()
self.showscores(asin)
self.showServiceScore(asin)
self.featureCombo.currentIndexChanged.connect(self.showValue)
def retranslateUi(self, ReviewsWindow):
_translate = QtCore.QCoreApplication.translate
ReviewsWindow.setWindowTitle(_translate("ReviewsWindow", "Reviews"))
self.featureSelectLabel.setText(
_translate("ReviewsWindow", "Select Feature"))
self.label.setText(_translate("ReviewsWindow", "Positive Reviews"))
self.label_2.setText(_translate("ReviewsWindow", "Negative Reviews"))
#our stuff
self.featurecomboBox.addItem("All")
self.featurecomboBox.addItem("Camera")
self.featurecomboBox.addItem("Battery")
self.featurecomboBox.addItem("Screen")
self.featurecomboBox.addItem("Memory")
self.featurecomboBox.addItem("Size")
self.featurecomboBox.addItem("Audio")
self.featurecomboBox.addItem("Processor")
asin = Asin.getAsinValue()
Run.pos_neg(asin)
self.show(asin)
self.featurecomboBox.currentIndexChanged.connect(self.search)
def onClick(self):
if (self.BrandRadio.isChecked() == True):
product = str(self.ProductCombo.currentText())
textboxValue = Asin.getAsinCompare(product)
Run.crawl(textboxValue)
Run.convert(textboxValue)
self.setAsin(textboxValue)
self.openDashboard()
elif (self.AsinRadio.isChecked() == True):
textboxValue = self.Asintext.text()
if (len(textboxValue) != 10):
msgbox = QtWidgets.QMessageBox()
msgbox.setGeometry(550, 340, 600, 450)
msgbox.setIcon(QtWidgets.QMessageBox.Warning)
msgbox.setText("Please enter valid ASIN!")
msgbox.setWindowTitle("Error")
msgbox.setEscapeButton(QtWidgets.QMessageBox.Close)
msgbox.exec_()
self.Asintext.clear()
else:
Run.crawl(textboxValue)
Run.convert(textboxValue)
self.setAsin(textboxValue)
self.openDashboard()
def asin(x):
return Asin(float(x))
def retranslateUi(self, AnalysisWindow):
_translate = QtCore.QCoreApplication.translate
AnalysisWindow.setWindowTitle(_translate("AnalysisWindow", "Analysis"))
self.label.setText(_translate("AnalysisWindow", "Feature Relevancy"))
self.label_2.setText(_translate("AnalysisWindow", "Accuracy of relevant features extracted"))
self.label_3.setText(_translate("AnalysisWindow", "Score Comparision"))
self.label_4.setText(_translate("AnalysisWindow", "Our Rating"))
self.label_5.setText(_translate("AnalysisWindow", "Amazon Rating"))
self.label_6.setText(_translate("AnalysisWindow", "Word Cloud"))
#our stuff
asin=Asin.getAsinValue()
WordCloud.wc()
self.label_7.setStyleSheet("#label_7{border-image:url(images/"+asin+"_wc.png)}")
from collections import defaultdict
key_rating_d = algo.noun_dict()
objects = key_rating_d.keys()
performance = []
for l in key_rating_d.values():
for i in l:
# print(i)
s = i.split('/')
performance.append(float(s[0]))
# print(performance)
sum=0
for pi in performance:
sum = sum + pi
avg = sum/len(performance)
avg/=2
# print("old avg:")
# print(avg)
phone_word_rating = Asin.getPhone()
# print("phone:" + str(phone_word_rating))
new_avg = (avg + phone_word_rating / 2) / 2
# print("new avg:")
# print(new_avg)
Asin.set_Prod_avg(round(new_avg, 2))
Asin.set_Ama_avg(asin)
amazon_rating = Asin.get_Amazon_avg()
product_rating = Asin.get_Prod_avg()
# print(amazon_rating,product_rating)
self.ama_rating.setText(str(amazon_rating))
self.prod_rating.setText(str(product_rating))
relcount = 0
i=1
for obj in objects:
relevancy = Asin.check(str(obj))
if relevancy == 'relevant':
relcount += 1
# print(str(obj), relevancy)
self.listWidget.addItem(str(i)+". "+str(obj)+" \t : \t"+str(relevancy))
i+=1
rele = str(round((relcount / len(objects)),2) * 100)
rel=rele+"%"
self.relevancyAccuracyLabel.setText(rel)
def compareProduct(self):
asinVal1 = Asin.getAsinValue()
ipFile1 = open(
"Datasets/" + asinVal1 + "_folder/" + asinVal1 + "_compare.csv",
"r")
name = str(self.comboBox.currentText())
asinVal2 = Asin.getAsinCompare(name)
ipFile2 = open(
"Datasets/" + asinVal2 + "_folder/" + asinVal2 + "_compare.csv",
"r")
#########---------------File 1
csv_f1 = csv.reader(ipFile1)
self.product1Text.clear()
cost = Asin.getPrice(asinVal1)
self.product1Text.addItem("MRP\t\t : \t" + cost)
#########---------------File 2
self.product2Text.clear()
cost = Asin.getPrice(asinVal2)
self.product2Text.addItem("MRP\t\t : \t" + cost)
list = []
for row1 in csv_f1:
feature = row1[0]
#print("f : " + feature)
ipFile2.seek(0)
csv_f2 = csv.reader(ipFile2)
for row2 in csv_f2:
if (row2[0] == feature):
s1 = row1[1].split('/')
value1 = row1[0] + "\t\t : \t" + str(s1[0]).strip("['")
self.product1Text.addItem(str(value1).rstrip(" "))
s2 = row2[1].split('/')
value2 = row2[0] + "\t\t : \t" + str(s2[0]).strip("['")
self.product2Text.addItem(str(value2).rstrip(" "))
list.append(feature)
break
else:
continue
# print(list)
ipFile1.seek(0)
csv_f1 = csv.reader(ipFile1)
for row in csv_f1:
if (row[0] in list):
continue
else:
s = row[1].split('/')
value = row[0] + "\t\t : \t" + str(s[0]).strip("['")
self.product1Text.addItem(str(value).rstrip(" "))
ipFile1.close()
ipFile2.seek(0)
csv_f2 = csv.reader(ipFile2)
for row in csv_f2:
if (row[0] in list):
continue
else:
s = row[1].split('/')
value = row[0] + "\t\t : \t" + str(s[0]).strip("['")
self.product2Text.addItem(str(value).rstrip(" "))
ipFile2.close()
def setAsin(self, AsinValue):
Asin.setAsinValue(AsinValue)