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firstwindow.py
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# -*- coding: utf-8 -*-
"""
Created on Fri Jan 3 14:31:23 2020
@author: harsh
"""
from functques import *
from tkinter import *
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2Tk
from tkinter import PhotoImage
import functques as fn
from collections import OrderedDict
import tkinter as tk
#from adddata import *
import time
import os
global mcanvas
import pandas as pd
import numpy as np
import tkinter.messagebox as tm
from PIL import Image
import pymysql
from matplotlib.backend_bases import key_press_handler
from matplotlib.figure import Figure
import matplotlib.cm as cm
from collections import OrderedDict
def on_key_press(event):
print("you pressed {}".format(event.key))
key_press_handler(event, canvas, toolbar)
def cancel():
mcanvas.delete("all")
head=Label(mcanvas,text="Google \nPlayStore \n App launch \nStudy",width=30,font=("Lucida",50,'bold'),fg='#ffffff',bg='#102131')
mcanvas.create_window(400, 200, window=head)
mcanvas.update()
def _quit():
global screen
screen.quit() # stops mainloop
screen.destroy()
def saveing(x,y,z,p):
global data
value=[]
if z=='App-data.csv':
date1=p[0].get()
month=p[1].get()
year=p[2].get()
date=month+' '+date1+','+' '+year
print(date)
dd=data.columns.tolist()
elif z=='user.csv':
dd=sample.columns.tolist()
for i in x:
value.append(i.get())
print(value)
if z=='App-data.csv':
try:
connection = pymysql.connect(host="localhost", user="root", password="", database="googleplaystore") # database connection
cursor = connection.cursor()
insert_query = "INSERT INTO appdata (appname,category,rating,review,size,install,type,price,cont_rat,genres,last_updated,current_version,android_version) VALUES('"+ value[0]+ "', '"+ value[1]+ "', '"+ value[2] + "', '"+ value[3] + "', '"+ value[4] + "', '"+ value[5]+ "', '"+ value[6]+ "', '"+ value[7]+ "', '"+ value[8]+ "', '"+ value[9]+ "', '"+ date+ "', '"+ value[10] + "', '"+ value[11] + "' );" # queries for inserting values
cursor.execute(insert_query) # executing the
connection.commit() # commiting the connection then closing it.
connection.close() # closing the connection of the database
value.insert(10,date)
#print(value)
value[5]=str(value[5])
value[7]=str(value[7])
#print(value)
print(dd)
dp=pd.DataFrame([value],columns=dd)
dat=data.append(dp)
tk.messagebox.showinfo('Success','Data Successfully Written')
except pymysql.Error:
tk.messagebox.showinfo('Error',"Database Error")
elif z=='user.csv':
try:
connection = pymysql.connect(host="localhost", user="root", password="", database="googleplaystore") # database connection
cursor = connection.cursor()
insert_query = "INSERT INTO addreview (app,trans_rev,sentiment,sent_polar,sent_subj) VALUES('"+ value[0]+ "', '"+ value[1]+ "', '"+ value[2] + "', '"+ value[3] + "', '"+ value[4] + "' );"
cursor.execute(insert_query)
print(insert_query)
connection.commit() # commiting the connection then closing it.
connection.close() # closing the connection of the database
dp=pd.DataFrame([value],columns=dd)
print(dd)
dat=sample.append(dp)
tk.messagebox.showinfo('Success','Data Successfully Written')
except pymysql.Error:
tk.messagebox.showinfo('Error',"Database Error")
#
# if z=='App-data.csv':
#
# value.insert(10,date)
# #print(value)
# value[5]=str(value[5])
# value[7]=str(value[7])
# #print(value)
# print(dd)
# dp=pd.DataFrame([value],columns=dd)
# dat=data.append(dp)
#
#
# elif z=='user.csv':
#
# dp=pd.DataFrame([value],columns=dd)
# print(dd)
# dat=sample.append(dp)
dat.to_csv(z,index=False)
y.config(state='disabled')
def check1(x):
d=[]
for i in x:
if i.get()=='':
tk.messagebox.showwarning('Fields empty','Please provide all the fields')
return True
try:
if(isinstance(float(x[3].get()), float) and isinstance(float(x[4].get()), float)):
if x[2].get()=='Neutral':
if float(x[3].get())==0 and 1>=float(x[4].get())>=0:
d.append(False)
else:
tk.messagebox.showwarning('Neutral sentiment','Please provide a 0 in Sentiment polarity and Sentiment Subjectivity.')
return True
elif x[2].get()=='Positive':
if float(x[3].get())>0 and 1>=float(x[4].get())>=0:
d.append(False)
else:
tk.messagebox.showwarning('Positive sentiment','Please provide a positive value in Sentiment polarity and Sentiment Subjectivity.')
return True
elif x[2].get()=='Negative':
if float(x[3].get())<0 and 1>=float(x[4].get())>=0:
d.append(False)
else:
tk.messagebox.showwarning('Positive sentiment','Please provide a negative value in Sentiment polarity and non negative value in Sentiment Subjectivity.')
return True
except:
tk.messagebox.showwarning('Wrong Value','Please provide a float value in Sentiment polarity and Sentiment Subjectivity.')
return True
if set(d)==False:
return False
tk.messagebox.showinfo('Validate Succesfully','Now click on the Save Button')
def validate2(x,y):
global sample
for i in range(5):
print(x[i].get())
App=x[0].get()
d=0
ap=sample['App'].unique()
for i in ap:
if i.strip()==App.strip():
msg='App named '+App+' is already present'
tk.messagebox.showerror("Error",msg)
d=1
if(check1(x)):
d=1
if d==0:
y.config(state='normal')
def add_rev():
global screen,df,data,sample
dates=[]
sample=pd.read_csv('user.csv')
header2=sample.columns.tolist()
global mcanvas
val=Label(mcanvas,width=600,height=8,font=("Lucida",30,'bold'),fg='black',bg='#102131')
mcanvas.create_window(300,250, window=val)
txt=[]
datecombo=[]
month=['January', 'February', 'March', 'April','May','June','July','August','September', 'October', 'November','December']
years=[]
for i in range(1,32):
dates.append(i)
for i in range(2010,2020):
years.append(i)
mcanvas.delete("all")
val=Label(mcanvas,width=600,height=8,font=("Lucida",30,'bold'),fg='black',bg='#102131')
mcanvas.create_window(300,250, window=val)
#
txt2=[]
for i in range(1,6):
tk.Label(val,text=header2[i-1],width=17,font=("Lucida",11,'italic'),fg='#ffffff',bg='#102131').grid(row=i,column=0,padx=5,pady=5)
for i in range(1,6):
if i!=3:
txtfield=tk.Entry(val,bg="white")
txt2.append(txtfield)
txtfield.grid(row=i,column=2)
elif i==3:
combo=ttk.Combobox(val,values=['Positive','Negative','Neutral'],state="readonly")
txt2.append(combo)
combo.grid(row=3,column=2)
btn_save1=tk.Button(val,text='Save',state="disabled",fg='#ffffff',width=10,command=lambda:saveing(txt2,btn_save1,'user.csv',''))
btn_validate1=tk.Button(val,text='Validate',width=10,fg='#ffffff',bg="#102131",command=lambda:validate2(txt2,btn_save1))
btn_validate1.grid(row=7,column=2)
btn_save1.grid(row=7,column=3)
root.mainloop()
def check(x,z):
d=[]
for i in x:
if i.get()=='':
tk.messagebox.showwarning('Fields empty','Please provide all the fields')
return True
for j in z:
if j.get()=='':
tk.messagebox.showwarning('Fields empty','Please provide all the fields')
return True
try:
if(isinstance(float(x[2].get()), float)):# code for checking the user entered a valid rating in the entry field
if(float(x[2].get())<=5 and float(x[2].get())>=0):
d.append(False)
else:
tk.messagebox.showerror('Out of range','Rating should be between 0 to 5 only')
return True
except:
tk.messagebox.showwarning('Wrong Value','Please provide a float value in rating column')
return True
try:
if(isinstance(int(x[3].get()), int)):
d.append(False)
except:
tk.messagebox.showwarning('Wrong Value','Please provide a integer value in Reviews')
return True
try:
if(isinstance(float(x[4].get()[:-1]), float)):
if(x[4].get()[-1]=='k' or x[4].get()[-1]=='M'):
d.append(False)
else:
tk.messagebox.showerror('Size',"Size should end with 'k' or 'M'")
return True
except:
tk.messagebox.showwarning('Wrong Value','Please provide a integer value followed in size column')
return True
try:
if(isinstance(float(x[5].get()), float)):
d.append(False)
except:
tk.messagebox.showwarning('Wrong Value','Please provide a integer value in Installs')
return True
try:
if x[6].get()=='Free':
if x[7].get()=='0':
d.append(False)
else:
tk.messagebox.showwarning('Free app','Please enter 0 in price column')
return True
except:
print('hi')
try:
if(isinstance(float(x[7].get()), float)):
d.append(False)
except:
tk.messagebox.showwarning('Wrong Value','Please provide a float value in Price')
return True
if set(d)==False:
tk.messagebox.showwarning('Successful','Please click on save')
return False
def validate(x,y,z):
print("hello")
for i in range(12):
print(x[i].get())
for i in range(3):
print(z[i].get())
App=x[0].get()
d=0
ap=data['App']
for i in ap:
if i.strip()==App.strip():
msg='App named '+App+' is already present'
tk.messagebox.showerror("Error",msg)
d=1
break
if check(x,z):
d=1
if d==0:
y.config(state='normal')
def add_app_data():
global mcanvas,screen,df,data
dates=[]
month=['January', 'February', 'March', 'April','May','June','July','August','September', 'October', 'November','December']
years=[]
for i in range(1,32):
dates.append(i)
for i in range(2010,2020):
years.append(i)
data=pd.read_csv("App-data.csv")
mcanvas.delete("all")
val=Label(mcanvas,width=600,height=8,font=("Lucida",30,'bold'),fg='black',bg='#102131')
mcanvas.create_window(300,250, window=val)
header=data.columns.tolist()
category= list(OrderedDict.fromkeys(data['Category']))
content=list(OrderedDict.fromkeys(data['Content Rating']))
genre=list(OrderedDict.fromkeys(data['Genres']))
txt = []
datecombo=[]
dateco = Frame(val)
for i in range(1,14):
Label(val,text=header[i-1],width=11,font=("Lucida",11,'italic'),fg='white',bg='#102131').grid(row=i,column=0,padx=2,pady=2)
for i in range(1,14):
if i!=2 and i!=10 and i!=9 and i!=7 and i!=11 and i!=13:
txtfield=tk.Entry(val,bg="white")
txt.append(txtfield)
txtfield.grid(row=i,column=1,padx=2,pady=2)
elif i==2:
combo=ttk.Combobox(val,values=category)
txt.append(combo)
combo.grid(row=2,column=1,padx=2,pady=2)
elif i==9:
combo=ttk.Combobox(val,values=content,state="readonly")
txt.append(combo)
combo.grid(row=9,column=1,padx=2,pady=2)
elif i==10:
combo=ttk.Combobox(val,values=genre,state="readonly")
txt.append(combo)
combo.grid(row=10,column=1,padx=2,pady=2)
elif i==7:
combo=ttk.Combobox(val,values=['Free','Paid'],state="readonly")
txt.append(combo)
combo.grid(row=7,column=1,padx=2,pady=2)
elif i==11:
combo=ttk.Combobox(dateco,values=dates,width=2,state="readonly")
datecombo.append(combo)
combo.grid(row=0,column=0,padx=2,pady=2)
combo=ttk.Combobox(dateco,values=month,width=10,state="readonly")
datecombo.append(combo)
combo.grid(row=0,column=1,padx=2,pady=2)
combo=ttk.Combobox(dateco,values=years,width=6,state="readonly")
datecombo.append(combo)
combo.grid(row=0,column=2,padx=2,pady=2)
dateco.grid(row=11, column=1, padx=5, pady=5)
elif i==13:
combo=ttk.Combobox(val,values=list(data['Android Ver'].unique()),state="readonly")
txt.append(combo)
combo.grid(row=13,column=1,padx=2,pady=2)
btn_save=tk.Button(val,text='Save',state="disabled",width=10,bg="#102131",fg="white",command=lambda:saveing(txt,btn_save,'App-data.csv',datecombo))
btn_validate=tk.Button(val,text='Validate',width=10,bg="#102131",fg="white",command=lambda:validate(txt,btn_save,datecombo))
btn_validate.grid(row=14,column=1)
btn_save.grid(row=14,column=2)
mcanvas.create_window()
mcanvas.update()
def login_verify():
global username_verify
global password_verify
try:
connection = pymysql.connect(host="localhost", user="root", password="", database="googleplaystore") # database connection
cursor = connection.cursor()
select_query = "SELECT * FROM details where empid = '" + username_verify.get() + "' AND password = '" + password_verify.get() + "';" # queries for retrieving values
print(select_query)
cursor.execute(select_query) # executing the queries
student_info = cursor.fetchall()
print(student_info)
connection.commit() # commiting the connection then closing it.
connection.close() # closing the connection of the database
if student_info:
messagebox.showinfo("Congratulation", "Login Succesfull") # displaying message for successful login
add_app_data()# opening welcome window
else:
messagebox.showerror("Error", "Invalid Username or Password") #
except pymysql.Error:
tk.messagebox.showinfo('Error',"Database Error")
def login():
global mcanvas
global username_verify
global password_verify
mcanvas.delete("all")
val=Label(mcanvas,width=400,height=8,font=("Lucida",30,'bold'),fg='black',bg='#102131')
mcanvas.create_window(400,250, window=val)
# df= pd.read_csv("C:\\Users\\Harsh\\Desktop\\internship\\googleplaystore-App-data.csv")
username_verify = StringVar()
password_verify = StringVar()
Label(val, text="Employee Login", width="400", height="2", font=("Lucida", 22, 'bold'), fg='white', bg='#102131').pack()
Label(val, text="", bg='#102131',width='100', height='17').place(x=45, y=120) # blue background in middle of window
Label(val, text="Please enter details below to login", bg='#102131', fg='white').pack()
Label(val, text="", bg='#102131').pack() # for leaving a space in between
Label(val, text="Employee ID * ", font=("Open Sans", 10, 'bold'), bg='#102131', fg='white').pack()
Entry(val, textvar=username_verify).pack()
Label(val, text="", bg='#102131').pack() # for leaving a space in between
Label(val, text="Password * ", font=("Open Sans", 10, 'bold'), bg='#102131', fg='white').pack()
Entry(val, textvar=password_verify, show="*").pack()
Label(val, text="", bg='#102131').pack() # for leaving a space in between
Button(val, text="LOGIN", bg="black", width=15, height=1, font=("Open Sans", 13, 'bold'), fg='white',command=login_verify).pack()
Label(val, text="", bg='#102131').pack() # for leaving a space in between
Button(val, text="New User? Register Here", height="2", width="30", bg='black', font=("Open Sans", 10, 'bold'), fg='white',command=register).pack()
mcanvas.update()
#displaying message for invalid details
def register_user():
global mcanvas
global fullname
global email
global password
global repassword
global phone
global gender
global tnc
if fullname.get() and email.get() and password.get() and repassword.get() and gender.get(): # checking for all empty values in entry field
if (len(phone.get())!=10) and int(phone.get()): # checking for selection of university
ph_no=Label(mcanvas, text="Enter the Valid Phone Number", fg="red",font=("Lucida", 11), width='30', anchor=W, bg='white')
mcanvas.create_window(200,480,window=ph_no)
return
else:
if tnc.get(): # checking for acceptance of agreement
if re.match("^.+@(\[?)[a-zA-Z0-9-.]+.([a-zA-Z]{2,3}|[0-9]{1,3})(]?)$", email.get()): # validating the email
if password.get() == repassword.get(): # checking both password match or not
# if u enter in this block everything is fine just enter the values in database
gender_value = 'male'
if gender.get() == 2:
gender_value = 'female'
try:
connection = pymysql.connect(host="localhost", user="root", password="", database="googleplaystore") # database connection
cursor = connection.cursor()
insert_query = "INSERT INTO details (empid,fullname,email, password, gender) VALUES('"+ phone.get() + "', '"+ fullname.get() + "', '"+ email.get() + "', '"+password.get() + "', '"+gender_value + "' );" # queries for inserting values
cursor.execute(insert_query) # executing the queries
connection.commit() # commiting the connection then closing it.
connection.close() # closing the connection of the database
rs=Label(mcanvas, text="Registration Sucess", fg="green", font=("Lucida", 11), width='30', anchor=W, bg='white')
mcanvas.create_window(200,480,window=rs)# printing successful registration message
pl=Button(mcanvas, text='Proceed to Login ->', width=20, font=("Open Sans", 9, 'bold'), bg='brown', fg='white',command=login)
mcanvas.create_window(500,480,window=pl) # button to navigate back to login page
except pymysql.Error:
tk.messagebox.showinfo('Error',"Database Error")
else:
ps=Label(mcanvas, text="Password does not match", fg="red", font=("Lucida", 11), width='30', anchor=W, bg='white')
mcanvas.create_window(200,480,window=ps)
return
else:
pvi=Label(mcanvas, text="Please enter valid email id", fg="red", font=("Lucida", 11), width='30', anchor=W, bg='white')
mcanvas.create_window(200,480,window=pvi)
return
else:
pat=Label(mcanvas, text="Please accept the agreement", fg="red", font=("Lucida", 11), width='30', anchor=W, bg='white')
mcanvas.create_window(200,480,window=pat)
return
else:
pfi=Label(mcanvas, text="Please fill all the details", fg="red",font=("Lucida", 11), width='30', anchor=W, bg='white')
mcanvas.create_window(200,480,window=pfi)
return
mcanvas.update()
def register():
global mcanvas
global fullname
global email
global password
global repassword
global phone
global gender
global tnc
global mcanvas
mcanvas.delete("all")
val=Label(mcanvas,width=400,height=8,font=("Lucida",30,'bold'),fg='black',bg='#102131')
mcanvas.create_window(400,250, window=val)
fullname = StringVar()
email = StringVar()
password = StringVar()
repassword = StringVar()
phone= StringVar()
gender = IntVar()
tnc = IntVar()
# configuring the window
Label(val, text="Registration Form", width='32', height="2", font=("Lucida", 22, 'bold'), fg='white', bg='#102131').pack()
Label(val, text="", bg='#102131', width='100', height='20').place(x=45, y=120)
Label(val, text="Full Name:", font=("Open Sans", 11, 'bold'), fg='white', bg='#102131', anchor=W).pack()
Entry(val, textvar=fullname).pack()
Label(val, text="Email ID:", font=("Open Sans", 11, 'bold'), fg='white', bg='#102131', anchor=W).pack()
Entry(val, textvar=email).pack()
Label(val, text="Gender:", font=("Open Sans", 11, 'bold'), fg='white', bg='#102131', anchor=W).pack()
Radiobutton(val, text="Male", variable=gender, value=1, bg='#102131').pack()
Radiobutton(val, text="Female", variable=gender, value=2, bg='#102131').pack()
Label(val, text="Employee ID :", font=("Open Sans", 11, 'bold'), fg='white', bg='#102131', anchor=W).pack()
Entry(val, textvar=phone).pack()
phone.set('Enter Phone Number')
Label(val, text="Password:", font=("Open Sans", 11, 'bold'), fg='white', bg='#102131', anchor=W).pack()
Entry(val, textvar=password, show="*").pack()
Label(val, text="Re-Password:", font=("Open Sans", 11, 'bold'), fg='white', bg='#102131', anchor=W).pack()
entry_4 = Entry(val, textvar=repassword, show="*")
entry_4.pack()
Checkbutton(val, text="I accept all terms and conditions", variable=tnc, bg='#102131', font=("Open Sans", 9, 'bold'), fg='brown').pack()
Button(val, text='Submit', width=20, font=("Open Sans", 13, 'bold'), bg='black', fg='white',command=register_user).pack()
mcanvas.update()
"""THE END OF ADDING DATA FORMS AND LOGIN AND REGISTRATION FORM """
""" QUESTION 10 CODE"""
def mont():
global root
global cat
global can
root = Tk()
root.title("Insight of Google App's")
width_value=root.winfo_screenwidth()
root.configure(background='white') # configuring the window
height_value=root.winfo_screenheight()
root.geometry("%dx%d+300+200"%(700,700))
mcan=Canvas(root,width=800,height=700,bg='white')
mcan.place(x=0,y=0)
data=pd.read_csv('App-data.csv')
data=data.replace(np.nan,'Not Available')
data['Installs'] = data['Installs'].map(lambda x: x.rstrip('+'))
data['Installs'] = data['Installs'].map(lambda x: ''.join(x.split(',')))
data['Installs'] = pd.to_numeric(data['Installs'])
d = pd.DatetimeIndex(data['Last Updated'])
data['year'] = d.year
data['month'] = d.month
mon={1:0,2:0,3:0,4:0,5:0,6:0,7:0,8:0,9:0,10:0,11:0,12:0}
for i in range(len(data)):
if data['Category'][i]== cat.get():
if data['month'][i] in mon:
if mon[data['month'][i]]==0:
mon[data['month'][i]]=data['Installs'][i]
else:
mon[data['month'][i]]+=data['Installs'][i]
print(mon)
x=list(mon.keys())
y=list(mon.values())
z=max(y)
ind=y.index(z)
figure1 = plt.Figure(figsize=(10,8), dpi=70)
axesObject = figure1.add_subplot(111)
axesObject.bar(x,y)
axesObject.set_title(f"Maximum Downloads in a month for a {cat.get()} ")
axesObject.grid()
can= FigureCanvasTkAgg(figure1,mcan)
can.get_tk_widget().pack( fill=BOTH, expand=True)
toolbar = NavigationToolbar2Tk(can,mcan)
toolbar.update()
def funct10():
global cat
global mcanvas
mcanvas.delete("all")
val=Label(mcanvas,width=600,height=8,font=("Lucida",30,'bold'),fg='black',bg='#102131')
mcanvas.create_window(300,250, window=val)
data=pd.read_csv('App-data.csv')
data=data.replace(np.nan,'Not Available')
cat=StringVar()
choices = list(data['Category'].unique())
Label(val, text='Select Category', anchor='w').grid(row=0, column=0 ,padx=5,pady=5, sticky="w")
app=ttk.Combobox(val, width=40,state="readonly",text=cat,values=choices)
app.grid(row=0, column=1 ,padx=5,pady=5, sticky="w")
app.set("--select--")
r=Button(val,text='Search',width=12,command=mont)
r.grid(row=0, column=3 ,padx=5,pady=5)
mcanvas.create_window()
mcanvas.update()
"""Question 12"""
def sentim():
global senti
root = Tk()
root.title("Insight of Google App's")
width_value=root.winfo_screenwidth()
height_value=root.winfo_screenheight()
root.geometry("%dx%d+400+100"%(300, 600))
root.configure(background='white')
big_frame = Frame(root)
big_frame.pack()
canvas=[]
for i in range(1):
can=Canvas(big_frame,width=320,height=600,bg='white')
canvas.append(can)
can.grid(row=1,column=i)
scroll1=Scrollbar(canvas[0])
positive=Listbox(canvas[0],yscrollcommand = scroll1.set,height=35,width=45,bg='light green')
scroll1.pack(side = 'right', fill = 'both')
positive.pack(side = 'left', fill = 'both')
updated_app={}
data=pd.read_csv('user.csv')
data=data.replace(np.nan,'Not Available')
app={}
if senti.get()=='--select--' :
root.destroy()
for i in data['App']:
app.update({i:0})
for i in range(len(data)):
if (data['App'][i] in app) and data['Sentiment'][i]==senti.get():
if app[data['App'][i]]==0:
app[data['App'][i]]=1
else:
app[data['App'][i]]+=1
# print(app)
for key, value in sorted(app.items(), key=lambda item: item[1],reverse=True):
updated_app.update({key:value})
if senti.get()!='Same Ratio':
for i in updated_app:
positive.insert(END,i,updated_app[i])
# print(updated_app)
if senti.get()=='Same Ratio':
app={}
for i in data['App']:
app.update({i:[0,0]})
print(app)
for i in range(len(data)):
if (data['App'][i] in app) and data['Sentiment'][i]=='Positive':
if (app[data['App'][i]][0]) == 0:
app[data['App'][i]][0]=1
else:
app[data['App'][i]][0]+=1
for i in range(len(data)):
if (data['App'][i] in app) and data['Sentiment'][i]=='Negative':
if (app[data['App'][i]][1])==0:
app[data['App'][i]][1]=1
else:
app[data['App'][i]][1]+=1
same={}
for i in app:
if app[i][0]==0 or app[i][1]==0:
continue
elif 0.75<float((app[i][0]/app[i][1]))<1.25:
if (1-app[i][0]/app[i][1])<0:
a=(1-app[i][0]/app[i][1])*(-1)
else:
a=(1-app[i][0]/app[i][1])
same.update({i:a})
for i in same:
positive.insert(END,i)
def twelve():
global senti
mcanvas.delete("all")
val=Label(mcanvas,width=600,height=8,font=("Lucida",30,'bold'),fg='black',bg='#102131')
mcanvas.create_window(300,250, window=val)
data=pd.read_csv('user.csv')
data=data.replace(np.nan,'Not Available')
senti=StringVar()
choices=['Positive','Negative','Same Ratio']
Label(val, text='Select Sentiment', anchor='w').grid(row=0, column=0 ,padx=5,pady=5, sticky="w")
app=Combobox(val , width=40,state="readonly",text=senti,values=choices)
app.grid(row=0, column=1 ,padx=5,pady=5, sticky="w")
app.set("--select--")
r=Button(val,text='Search',width=12,command=sentim)
r.grid(row=0, column=3 ,padx=5,pady=5)
mcanvas.update()
"""Question 14 And Question 15"""
def revv():
global root
global search
global big_frame
global filtered
global appli
global list_of_apps_most_positive_sentiments
global list_of_apps_most_negative_sentiments
global list_of_apps_most_average_sentiments
root = Tk()
root.title("Insight of Google App's")
width_value=root.winfo_screenwidth()
height_value=root.winfo_screenheight()
root.geometry("%dx%d+0+0"%(1300,650))
root.configure(background='white')
big_frame = Frame(root)
big_frame.pack()
l=Label(big_frame,text='Positive',width=15,anchor=CENTER)
l.config(font=("Lucida", 16,'bold'))
l.grid(row=0, column=1 ,padx=5,pady=5)
l=Label(big_frame,text='Neutral',width=15,anchor=CENTER)
l.config(font=("Lucida", 16,'bold'))
l.grid(row=0, column=2 ,padx=5,pady=5)
l=Label(big_frame,text='Negative',width=15,anchor=CENTER)
l.config(font=("Lucida", 16,'bold'))
l.grid(row=0, column=3 ,padx=5,pady=5)
data=pd.read_csv('user.csv')
# print(data)
data=data.replace(np.nan,'Not Available')
x = search.get()
print(appli[filtered.index(search.get())])
list_of_apps_most_positive_sentiments = []
list_of_apps_most_negative_sentiments = []
list_of_apps_most_average_sentiments = []
list_of_apps_most_zero_sentiments = []
list_of_apps_most_positive_sentiments = (data[(data.App == appli[filtered.index(search.get())]) & (data.Sentiment == 'Positive')].Translated_Review).tolist()
# print(list_of_apps_most_positive_sentiments)
list_of_apps_most_negative_sentiments = (data[(data.App == appli[filtered.index(search.get())]) & (data.Sentiment == 'Negative')].Translated_Review).tolist()
# print(list_of_apps_most_negative_sentiments)
list_of_apps_most_average_sentiments = (data[(data.App == appli[filtered.index(search.get())]) & (data.Sentiment == 'Neutral')].Translated_Review).tolist()
# print(list_of_apps_most_average_sentiments )
canvas=[]
for i in range(4):
can=Canvas(big_frame,width=320,height=600,bg='#003b6b')
canvas.append(can)
can.grid(row=1,column=i)
scroll1=Scrollbar(canvas[1])
scroll2=Scrollbar(canvas[3])
scroll3=Scrollbar(canvas[2])
positive=Listbox(canvas[1],yscrollcommand = scroll1.set,height=35,width=45,bg='light green')
negative=Listbox(canvas[3],yscrollcommand = scroll2.set,height=35,width=43,bg='white')
neutral=Listbox(canvas[2],yscrollcommand = scroll3.set,height=35,width=45,bg='#ffcccb')
scroll1.pack(side = 'right', fill = 'both')
scroll2.pack(side = 'right', fill = 'both')
scroll3.pack(side = 'right', fill = 'both')
positive.pack(side = 'left', fill = 'both')
negative.pack( side = 'left', fill = 'both' )
neutral.pack( side = 'left', fill = 'both' )
for i in list_of_apps_most_positive_sentiments:
positive.insert(END,i)
for i in list_of_apps_most_average_sentiments:
neutral.insert(END,i)
for i in list_of_apps_most_negative_sentiments:
negative.insert(END,i)
if (len(list_of_apps_most_positive_sentiments)>len(list_of_apps_most_negative_sentiments)) and (len(list_of_apps_most_positive_sentiments)>len(list_of_apps_most_average_sentiments)):
Label(canvas[0],text='User liked this app',width=25,anchor=CENTER,font=("Helvetica",15,'bold','italic')).pack()
elif (len(list_of_apps_most_negative_sentiments)>len(list_of_apps_most_average_sentiments)):
Label(canvas[0],text='User disliked this app',width=25,anchor=CENTER,font=("Helvetica",15,'bold','italic')).pack()
else:
Label(canvas[0],text='User neither liked nor disliked this app',width=25,anchor=CENTER,font=("Helvetica",15,'bold','italic')).pack()
def fourteen():
global search
global mcanvas
global filtered
global appli
mcanvas.delete("all")
val=Label(mcanvas,width=600,height=8,font=("Lucida",30,'bold'),fg='black',bg='#102131')
mcanvas.create_window(400,250, window=val)
data=pd.read_csv('user.csv')
data=data.replace(np.nan,'Not Available')
appli=list(OrderedDict.fromkeys(data['App']))
filtered=[]
for i in appli:
filtered.append(i[0:10])
# print(canvas)
search=StringVar()
Label(val, text='Search apps', anchor='w').grid(row=0, column=0 ,padx=5,pady=5, sticky="w")
app=Combobox(val , width=40,state="readonly",text=search,values=filtered)
app.grid(row=0, column=1 ,padx=5,pady=5, sticky="w")
app.set("--select--")
r=Button(val,text='Review',width=12,command=revv)
r.grid(row=0, column=3 ,padx=5,pady=5)
mcanvas.update()
""" QUESTION 16 CODE"""
def year():
global root
global cat
global can
root = Tk()
root.title("Insight of Google App's")
width_value=root.winfo_screenwidth()
root.configure(background='white') # configuring the window
height_value=root.winfo_screenheight()
root.geometry("%dx%d+400+50"%(700,600))
mcan=Canvas(root,width=800,height=700,bg='white')
mcan.place(x=0,y=0)
data=pd.read_csv('App-data.csv')
data=data.replace(np.nan,'Not Available')
data['Installs'] = data['Installs'].map(lambda x: x.rstrip('+'))
data['Installs'] = data['Installs'].map(lambda x: ''.join(x.split(',')))
data['Installs'] = pd.to_numeric(data['Installs'])
d = pd.DatetimeIndex(data['Last Updated'])
data['year'] = d.year
data['month'] = d.month
# print(data['month'])
# print(data['year'])
mon={1:0,2:0,3:0,4:0,5:0,6:0,7:0,8:0,9:0,10:0,11:0,12:0}
for i in range(len(data)):
a=int(cat.get())
# print(a)
# print(data['year'][i])
if int(data['year'][i]) == a:
# print(data['month'][i])
if data['month'][i] in mon:
# print(data['month'][i])
if mon[data['month'][i]]==0:
mon[data['month'][i]]=data['Installs'][i]
# print(data['Installs'][i])
else:
mon[data['month'][i]]+=data['Installs'][i]
x=list(mon.keys())
y=list(mon.values())
figure1 = plt.Figure(figsize=(10,8), dpi=70)
axesObject = figure1.add_subplot(111)
axesObject.bar(x,y)
axesObject.set_title(f"Maximum Downloads in a month for a {cat.get()}")
can= FigureCanvasTkAgg(figure1,mcan)
can.get_tk_widget().pack( fill=BOTH, expand=True)
toolbar = NavigationToolbar2Tk(can,mcan)
toolbar.update()
def funct16():
global cat
global mcanvas
mcanvas.delete("all")
val=Label(mcanvas,width=600,height=8,font=("Lucida",30,'bold'),fg='black',bg='#102131')
mcanvas.create_window(300,250, window=val)
data=pd.read_csv('App-data.csv')
data=data.replace(np.nan,'Not Available')
d = pd.DatetimeIndex(data['Last Updated'])
data['year'] = d.year
data['month'] = d.month
cat=StringVar()
choices = list(data['year'].unique())
Label(val, text='Select Year', anchor='w').grid(row=0, column=0 ,padx=5,pady=5, sticky="w")
app=ttk.Combobox(val, width=40,state="readonly",text=cat,values=choices)
app.grid(row=0, column=1 ,padx=5,pady=5, sticky="w")
app.set("--select--")
r=Button(val,text='Search',width=12,command=year)
r.grid(row=0, column=3 ,padx=5,pady=5)
mcanvas.update()
"""TO UPDATE CATEGORIES INSTALL Q8 part 2"""
def Update_cat():
df = pd.DataFrame()
df = pd.read_csv("App-data.csv")
# dict1={}
# dict1=pd.value_counts(df['Category'])
list1={}
print(list1)
df['Installs']=df['Installs'].str.replace('+','')
df['Installs']=df['Installs'].str.replace(',','')
df['Installs']=df['Installs'].astype(int)
# print(sum(df['Installs']))
category ={}
sum1=[]
for i in df['Category']:
category.update({i:0})
for i in category.keys():
t2 = (df[i==(df.Category)].Installs).tolist()
sum1.append(sum(t2))
category.update({i:sum(t2)})
# print(category)
list1=list(category.values())
print(list1)
list2=list(category.keys())
print(list2)
try:
connection = pymysql.connect(host="localhost", user="root", password="", database="googleplaystore") # database connection
cursor = connection.cursor()
cursor.execute("TRUNCATE TABLE catupdate")
for i in range(len(list2)):
insert_query = "INSERT INTO catupdate (Categories,Downloads) VALUES('"+ list2[i] + "', '"+ str(list1[i]) + "' );" # queries for inserting values
cursor.execute(insert_query) # executing the queries
connection.commit() # commiting the connection then closing it.
connection.close()
tk.messagebox.showinfo('Updated',"The Number Of Installs Have Been Updated")
except pymysql.Error:
tk.messagebox.showinfo('Error',"Database Error")
"""THE MAIN SCREEN GUI """
def category():
global mcanvas
mcanvas.delete("all")
# q=mcanvas.create_rectangle(40,40,500,80,fill='black')
q1 = Button(mcanvas,text = "The percentage download in each category in the playstore.",width=70,height=2,font=("Lucida",13,'bold'),fg='#ffffff',bg='black',command=fn.functq1)
# q3.bind("<Button-1>", function_q3)
mcanvas.create_window(375, 120, window=q1)
q3 = Button(mcanvas,text = """Which category of apps have managed to get the most,
least and an average of 2,50,000 downloads atleast.""",width=70,height=2,font=("Lucida",13,'bold'),fg='#ffffff',bg='black',command=fn.functq3)
# q4.bind("<Button-1>", function_q4)
# q4.place(x=40,y=120)
mcanvas.create_window(375,200, window=q3)
q0 = Button(mcanvas,text = "The percentage of Apps in each category in the playstore .",width=70,height=2,font=("Lucida",13,'bold'),fg='#ffffff',bg='black',command=fn.functq0)
# q5.bind("<Button-1>", function_q5)
mcanvas.create_window(375,280, window=q0)
q6 = Button(mcanvas,text = """For the years 2016,2017,2018 what are the category of apps that have got the
most and the least downloads""",width=70,height=2,font=("Lucida",13,'bold'),fg='#ffffff',bg='black',command=fn.functq6)
# q5.bind("<Button-1>", function_q5)
mcanvas.create_window(375,380, window=q6)
b=Button(mcanvas, text="Next",font=("Lucida",13,'bold'),fg='#ffffff',bg='black',command=nextc1)
mcanvas.create_window(700,475, window=b)
mcanvas.update()
def nextc1():
global mcanvas
mcanvas.delete("all")
# q=mcanvas.create_rectangle(40,40,500,80,fill='black')
q8 = Button(mcanvas,text = """Amongst Sports, Entertainment,social,News,Events,Travel and Game,
which is the category of app that is most likely to be downloaded""",width=70,height=2,font=("Lucida",13,'bold'),fg='#ffffff',bg='black',command=fn.functq8)
# q3.bind("<Button-1>", function_q3)
mcanvas.create_window(375, 120, window=q8)
b=Button(mcanvas, text="Previous",font=("Lucida",13,'bold'),fg='#ffffff',bg='black',command=category)
mcanvas.create_window(700,475, window=b)
mcanvas.update()
def install():
global mcanvas
mcanvas.delete("all")
# q=mcanvas.create_rectangle(40,40,500,80,fill='black')
q2 = Button(mcanvas,text = """Number of apps that have managed to get the following number of downloads