from csv import reader
# open file referring to Android apps
openfile=open("/Users/midl/Documents/_Dataquest/mydatasets/project/googleplaystore.csv")
readfile=reader(openfile)
playstore_tt =list(readfile)
playstore_header=playstore_tt[0]
play_data=playstore_tt[1:]
#open file referring to iOS apps
openfile=open("/Users/midl/Documents/_Dataquest/mydatasets/project/AppleStore.csv")
readfile=reader(openfile)
istore_tt=list(readfile)
istore_header=istore_tt[0]
i_data=istore_tt[1:]
def explore_data(dataset, start, end, rows_and_columns=False):
dataset_slice=dataset[start:end]
for row in dataset_slice:
print(row)
print('\n')
if rows_and_columns:
print('Number of rows:', len(dataset))
print('Numner of columnns', len(dataset[0]))
#checking first 4 rows of data of each dataset
print("\n" + "---Android apps: --- "+'\n')
explore_data(play_data,0, 4, True)
print("---iOS apps: --- "+'\n')
explore_data(i_data, 0, 4, True)
---Android apps: ---
['Photo Editor & Candy Camera & Grid & ScrapBook', 'ART_AND_DESIGN', '4.1', '159', '19M', '10,000+', 'Free', '0', 'Everyone', 'Art & Design', 'January 7, 2018', '1.0.0', '4.0.3 and up']
['Coloring book moana', 'ART_AND_DESIGN', '3.9', '967', '14M', '500,000+', 'Free', '0', 'Everyone', 'Art & Design;Pretend Play', 'January 15, 2018', '2.0.0', '4.0.3 and up']
['U Launcher Lite – FREE Live Cool Themes, Hide Apps', 'ART_AND_DESIGN', '4.7', '87510', '8.7M', '5,000,000+', 'Free', '0', 'Everyone', 'Art & Design', 'August 1, 2018', '1.2.4', '4.0.3 and up']
['Sketch - Draw & Paint', 'ART_AND_DESIGN', '4.5', '215644', '25M', '50,000,000+', 'Free', '0', 'Teen', 'Art & Design', 'June 8, 2018', 'Varies with device', '4.2 and up']
Number of rows: 10841
Numner of columnns 13
---iOS apps: ---
['284882215', 'Facebook', '389879808', 'USD', '0.0', '2974676', '212', '3.5', '3.5', '95.0', '4+', 'Social Networking', '37', '1', '29', '1']
['389801252', 'Instagram', '113954816', 'USD', '0.0', '2161558', '1289', '4.5', '4.0', '10.23', '12+', 'Photo & Video', '37', '0', '29', '1']
['529479190', 'Clash of Clans', '116476928', 'USD', '0.0', '2130805', '579', '4.5', '4.5', '9.24.12', '9+', 'Games', '38', '5', '18', '1']
['420009108', 'Temple Run', '65921024', 'USD', '0.0', '1724546', '3842', '4.5', '4.0', '1.6.2', '9+', 'Games', '40', '5', '1', '1']
Number of rows: 7197
Numner of columnns 16
#checking header of each dataset to identify the columns that could help us with our analysis.
print("Android columns names: ", "\n", playstore_header, "\n")
print("iOS columns names: ", "\n", istore_header, "\n")
Android columns names:
['App', 'Category', 'Rating', 'Reviews', 'Size', 'Installs', 'Type', 'Price', 'Content Rating', 'Genres', 'Last Updated', 'Current Ver', 'Android Ver']
iOS columns names:
['id', 'track_name', 'size_bytes', 'currency', 'price', 'rating_count_tot', 'rating_count_ver', 'user_rating', 'user_rating_ver', 'ver', 'cont_rating', 'prime_genre', 'sup_devices.num', 'ipadSc_urls.num', 'lang.num', 'vpp_lic']
#checking price columns:
#android:
print(play_data[1][7])
#iOS:
print(i_data[1][4])
#checking langguage of app name is english:
#android:
print(play_data[1][0])
#iOS:
print(i_data[1][1])
0
0.0
Coloring book moana
Instagram
print(playstore_header)
print(play_data[10472])
['App', 'Category', 'Rating', 'Reviews', 'Size', 'Installs', 'Type', 'Price', 'Content Rating', 'Genres', 'Last Updated', 'Current Ver', 'Android Ver']
['Life Made WI-Fi Touchscreen Photo Frame', '1.9', '19', '3.0M', '1,000+', 'Free', '0', 'Everyone', '', 'February 11, 2018', '1.0.19', '4.0 and up']
print(len(playstore_header))
print(len(play_data[10472]))
13
12
#if we delete directly we will do:
#del play_data[10472]
#however, to be safe we will leave this instruction under comment, because we only can run it one time. It was already run.
#as alternative we can do this inside the following for part of code
#inspect if we have more rows with different lenght than expected:
#android
i=[]
j=0
m=[]
for each in play_data:
if len(each) != 13:#len information from result of explore_data()
i.append(each)
m.append(j)
j+=1
print(i, m) # if i and m are empety lists, it means we don't have more any situation cause by this problem
print(len(play_data)) #this is just to double check that we will not delete more than one row. the initial number of rows were 10841
if len(m)==1:
del play_data[m[0]]
print(len(play_data)) #this is just to double check that we will not delete more than one row. the initial number of rows were 10841
#iOS
i=[]
j=0
m=[]
for each in i_data:
if len(each) != 16:#len information from result of explore_data()
i.append(each)
m.append(j)
j+=1
print(i, m)# if i and m are empety lists, it means we don't have more any situation cause by this problem
print(len(i_data)) #this is just to double check that we will not delete more than one row. the initial number of rows were 7197
if len(m)==1:
del play_data[m[0]]
print(len(play_data)) #this is just to double check that we will not delete more than one row. the initial number of rows were 10841
[['Life Made WI-Fi Touchscreen Photo Frame', '1.9', '19', '3.0M', '1,000+', 'Free', '0', 'Everyone', '', 'February 11, 2018', '1.0.19', '4.0 and up']] [10472]
10841
10840
[] []
7197
10840
#remove the non free apps?
play_nonfree=[]
j=0
for each in play_data:
price=each[6]
if price!="Free":
play_nonfree.append(j)
j+=1
print(len(play_nonfree)) #this is the total number of index which are not free
#print(play_nonfree) # these are the index that we will need to remove
i_nonfree=[]
j=0
for each in i_data:
price=float(each[4])
if price==0.0:
i_nonfree.append(j)
j+=1
print(len(i_nonfree)) #this is the total number of index which are not free
#print(i_nonfree) # these are the index that we will need to remove
801
4056
i=0
for each in play_data:
name=each[0]
review=int(each[3])
if name== "Instagram":
print(each)
if review>i:
i=review
max_rev_instagram=i
print("\n", "Max reviews for Instagram: ", max_rev_instagram)
['Instagram', 'SOCIAL', '4.5', '66577313', 'Varies with device', '1,000,000,000+', 'Free', '0', 'Teen', 'Social', 'July 31, 2018', 'Varies with device', 'Varies with device']
['Instagram', 'SOCIAL', '4.5', '66577446', 'Varies with device', '1,000,000,000+', 'Free', '0', 'Teen', 'Social', 'July 31, 2018', 'Varies with device', 'Varies with device']
['Instagram', 'SOCIAL', '4.5', '66577313', 'Varies with device', '1,000,000,000+', 'Free', '0', 'Teen', 'Social', 'July 31, 2018', 'Varies with device', 'Varies with device']
['Instagram', 'SOCIAL', '4.5', '66509917', 'Varies with device', '1,000,000,000+', 'Free', '0', 'Teen', 'Social', 'July 31, 2018', 'Varies with device', 'Varies with device']
Max reviews for Instagram: 66577446
for each in play_data:
name=each[0]
review=int(each[3])
if name== "ZEDGE™ Ringtones & Wallpapers":
print(each)
print("\n", "We have 3 entries with max reviews of this app, and those entries are completely equals")
['ZEDGE™ Ringtones & Wallpapers', 'PERSONALIZATION', '4.6', '6466641', 'Varies with device', '100,000,000+', 'Free', '0', 'Teen', 'Personalization', 'July 19, 2018', 'Varies with device', 'Varies with device']
['ZEDGE™ Ringtones & Wallpapers', 'PERSONALIZATION', '4.6', '6466641', 'Varies with device', '100,000,000+', 'Free', '0', 'Teen', 'Personalization', 'July 19, 2018', 'Varies with device', 'Varies with device']
['ZEDGE™ Ringtones & Wallpapers', 'PERSONALIZATION', '4.6', '6466641', 'Varies with device', '100,000,000+', 'Free', '0', 'Teen', 'Personalization', 'July 19, 2018', 'Varies with device', 'Varies with device']
['ZEDGE™ Ringtones & Wallpapers', 'PERSONALIZATION', '4.6', '6459626', 'Varies with device', '100,000,000+', 'Free', '0', 'Teen', 'Personalization', 'July 19, 2018', 'Varies with device', 'Varies with device']
We have 3 entries with max reviews of this app, and those entries are completely equals
#Android
play_name_freq={}
duplicate_app=[]
reviews_max={}
for each in play_data:
name=str(each[0])
n_reviews=int(each[3])
if name in play_name_freq:
play_name_freq[name]+=1
duplicate_app.append(name)
if n_reviews>reviews_max[name]:
reviews_max[name]=n_reviews
else:
play_name_freq[name]=1
reviews_max[name]=n_reviews
print("\n", "ANDROID: ", "\n")
print("-> Examples of apps with dupplicate rows: ", duplicate_app[:5], "\n")
print("-> Total of duplicate apps' rows: ", len(duplicate_app), "\n")
print("Does it works for Instagram example?", max_rev_instagram==reviews_max["Instagram"], "\n")#checking if the dictionary gives the expected reviews number for Instgram attending what we saw before. If True, it means that we get same result as we expected
print("-> Expected total of apps without dupplicate rows: ", len(play_data)-len(duplicate_app))
print("-> Current total of apps without dupplicate rows: ", len(reviews_max), "\n")
print("Is the previsous expected number same as current number?", len(reviews_max)== len(play_data)-len(duplicate_app))
#print(play_name_freq)
#iOS
i_name_freq={}
duplicate_app=[]
for each in i_data:
name=str(each[0])
if name in i_name_freq:
i_name_freq[name]+=1
duplicate_app.append(name)
else:
i_name_freq[name]=1
print("\n", "iOS: ", "\n")
print("Examples of apps with dupplicate rows: ", duplicate_app[:5], "\n")
print("Total of duplicate apps' rows: ", len(duplicate_app), "\n")
#print(i_name_freq)
ANDROID:
-> Examples of apps with dupplicate rows: ['Quick PDF Scanner + OCR FREE', 'Box', 'Google My Business', 'ZOOM Cloud Meetings', 'join.me - Simple Meetings']
-> Total of duplicate apps' rows: 1181
Does it works for Instagram example? True
-> Expected total of apps without dupplicate rows: 9659
-> Current total of apps without dupplicate rows: 9659
Is the previsous expected number same as current number? True
iOS:
Examples of apps with dupplicate rows: []
Total of duplicate apps' rows: 0
android_cleaned=[]
already_added=[]
for each in play_data:
name=str(each[0])
n_reviews=int(each[3])
if n_reviews== reviews_max[name] and name not in already_added:#we need to check why we have duplicate with same numbers of reviews and found another criteria
android_cleaned.append(each)
already_added.append(name)
# print(android_cleaned[:5])
print(len(android_cleaned))
#checking first 4 rows of data of each dataset
print("\n" + "---Android apps: --- "+'\n')
explore_data(android_cleaned,0, 4, True)
9659
---Android apps: ---
['Photo Editor & Candy Camera & Grid & ScrapBook', 'ART_AND_DESIGN', '4.1', '159', '19M', '10,000+', 'Free', '0', 'Everyone', 'Art & Design', 'January 7, 2018', '1.0.0', '4.0.3 and up']
['U Launcher Lite – FREE Live Cool Themes, Hide Apps', 'ART_AND_DESIGN', '4.7', '87510', '8.7M', '5,000,000+', 'Free', '0', 'Everyone', 'Art & Design', 'August 1, 2018', '1.2.4', '4.0.3 and up']
['Sketch - Draw & Paint', 'ART_AND_DESIGN', '4.5', '215644', '25M', '50,000,000+', 'Free', '0', 'Teen', 'Art & Design', 'June 8, 2018', 'Varies with device', '4.2 and up']
['Pixel Draw - Number Art Coloring Book', 'ART_AND_DESIGN', '4.3', '967', '2.8M', '100,000+', 'Free', '0', 'Everyone', 'Art & Design;Creativity', 'June 20, 2018', '1.1', '4.4 and up']
Number of rows: 9659
Numner of columnns 13
from pprint import pprint
play_name_freq={}
duplicate_app=[]
list_dup_rev={}
reviews_max={}
#for each in play_data:
# name=str(each[0])
# n_reviews=int(each[3])
# if n_reviews==reviews_max[name]:
# list_dup_rev[name]= each
#print(len(list_dup_rev))
#pprint(reviews_max_dup)
#print(dup_rev)
for each in play_data:
name=each[0]
review=int(each[3])
if name== "ZEDGE™ Ringtones & Wallpapers":
print(each)
print(play_name_freq['ZEDGE™ Ringtones & Wallpapers'])
print(reviews_max['ZEDGE™ Ringtones & Wallpapers'])
print(list_dup_rev['ZEDGE™ Ringtones & Wallpapers'])
#print(reviews_max_dup['ZEDGE™ Ringtones & Wallpapers'])
['ZEDGE™ Ringtones & Wallpapers', 'PERSONALIZATION', '4.6', '6466641', 'Varies with device', '100,000,000+', 'Free', '0', 'Teen', 'Personalization', 'July 19, 2018', 'Varies with device', 'Varies with device']
['ZEDGE™ Ringtones & Wallpapers', 'PERSONALIZATION', '4.6', '6466641', 'Varies with device', '100,000,000+', 'Free', '0', 'Teen', 'Personalization', 'July 19, 2018', 'Varies with device', 'Varies with device']
['ZEDGE™ Ringtones & Wallpapers', 'PERSONALIZATION', '4.6', '6466641', 'Varies with device', '100,000,000+', 'Free', '0', 'Teen', 'Personalization', 'July 19, 2018', 'Varies with device', 'Varies with device']
['ZEDGE™ Ringtones & Wallpapers', 'PERSONALIZATION', '4.6', '6459626', 'Varies with device', '100,000,000+', 'Free', '0', 'Teen', 'Personalization', 'July 19, 2018', 'Varies with device', 'Varies with device']
Execution error
KeyError: 'ZEDGE™ Ringtones & Wallpapers'
print("Android dataset")
print(android_cleaned[4412][0])
print(android_cleaned[7940][0], "\n")
print("iOS dataset")
print(i_data[813][1])
print(i_data[6731][1])
Android dataset
中国語 AQリスニング
لعبة تقدر تربح DZ
iOS dataset
爱奇艺PPS -《欢乐颂2》电视剧热播
【脱出ゲーム】絶対に最後までプレイしないで 〜謎解き&ブロックパズル〜
print("---First vesion of function to check if we have an english name:---", "\n")
def english_v1(string):
for each in string:
if ord(each)>127:
return False
return True
print(english_v1("Instagram"), "-> This result is beacause all characters are english and range number is less than 127")
print(english_v1("爱奇艺PPS -《欢乐颂2》电视剧热播"), "-> This result is beacause name contains foreign characters")
print(english_v1("Docs To Go™ Free Office Suite"), "-> This result is beacause '™'', which has range number: ", ord("™"))
print(english_v1("Instachat 😜"), "-> This result is beacause emoji which has range number: ", ord("😜"),"\n")
print("---Second vesion of function to check if we have an english name:---", "\n")
def english_v2(string):
tolerance=0
for each in string:
if ord(each)>127:
tolerance+=1
if tolerance>3:
return False
return True
print(english_v2("Instagram"), "-> This result is beacause all characters are english and range number is less than 127")
print(english_v2("爱奇艺PPS -《欢乐颂2》电视剧热播"), "-> This result is beacause name contains more than 3 foreign characters")
print(english_v2("Docs To Go™ Free Office Suite"), "-> This result is beacause we don't have more than 3 foreign characters")
print(english_v2("Instachat 😜"), "-> This result is beacause we don't have more than 3 foreign characters")
print("\n")
print("-> RESULTS: Android dataset")
play_en_cleaned=[]
play_nonenglish=[]
for each in android_cleaned:
name=each[0]
if english_v2(name):
play_en_cleaned.append(each)
else:
play_nonenglish.append(each)
print ("Apps total with foreign name: ",len(play_nonenglish), "\n")
print ("Apps total removing the ones with foreign name: " , len(play_en_cleaned), "\n")
#checking results for android dataset:
for each in play_en_cleaned:
name=each[0]
#print (name)
for each in play_nonenglish:
name=each[0]
#print (name)
print("\n")
print("-> RESULTS: iOS dataset")
i_en_cleaned=[]
i_nonenglish=[]
for each in i_data:
name=each[1]
if english_v2(name):
i_en_cleaned.append(each)
else:
i_nonenglish.append(each)
print ("Apps total with foreign name: ",len(i_nonenglish), "\n")
print ("Apps total removing the ones with foreign name: " , len(i_en_cleaned), "\n")
#checking results for ios dataset:
for each in i_en_cleaned:
name=each[1]
#print (name)
for each in i_nonenglish:
name=each[1]
#print (name)
print("-> EXPLORING DATASETS")
#checking first 4 rows of data of each dataset
print("\n" + "---Android apps: --- "+'\n')
explore_data(play_en_cleaned,0, 4, True)
print("---iOS apps: --- "+'\n')
explore_data(i_en_cleaned, 0, 4, True)
---First vesion of function to check if we have an english name:---
True -> This result is beacause all characters are english and range number is less than 127
False -> This result is beacause name contains foreign characters
False -> This result is beacause '™'', which has range number: 8482
False -> This result is beacause emoji which has range number: 128540
---Second vesion of function to check if we have an english name:---
True -> This result is beacause all characters are english and range number is less than 127
False -> This result is beacause name contains more than 3 foreign characters
True -> This result is beacause we don't have more than 3 foreign characters
True -> This result is beacause we don't have more than 3 foreign characters
-> RESULTS: Android dataset
Apps total with foreign name: 45
Apps total removing the ones with foreign name: 9614
-> RESULTS: iOS dataset
Apps total with foreign name: 1014
Apps total removing the ones with foreign name: 6183
-> EXPLORING DATASETS
---Android apps: ---
['Photo Editor & Candy Camera & Grid & ScrapBook', 'ART_AND_DESIGN', '4.1', '159', '19M', '10,000+', 'Free', '0', 'Everyone', 'Art & Design', 'January 7, 2018', '1.0.0', '4.0.3 and up']
['U Launcher Lite – FREE Live Cool Themes, Hide Apps', 'ART_AND_DESIGN', '4.7', '87510', '8.7M', '5,000,000+', 'Free', '0', 'Everyone', 'Art & Design', 'August 1, 2018', '1.2.4', '4.0.3 and up']
['Sketch - Draw & Paint', 'ART_AND_DESIGN', '4.5', '215644', '25M', '50,000,000+', 'Free', '0', 'Teen', 'Art & Design', 'June 8, 2018', 'Varies with device', '4.2 and up']
['Pixel Draw - Number Art Coloring Book', 'ART_AND_DESIGN', '4.3', '967', '2.8M', '100,000+', 'Free', '0', 'Everyone', 'Art & Design;Creativity', 'June 20, 2018', '1.1', '4.4 and up']
Number of rows: 9614
Numner of columnns 13
---iOS apps: ---
['284882215', 'Facebook', '389879808', 'USD', '0.0', '2974676', '212', '3.5', '3.5', '95.0', '4+', 'Social Networking', '37', '1', '29', '1']
['389801252', 'Instagram', '113954816', 'USD', '0.0', '2161558', '1289', '4.5', '4.0', '10.23', '12+', 'Photo & Video', '37', '0', '29', '1']
['529479190', 'Clash of Clans', '116476928', 'USD', '0.0', '2130805', '579', '4.5', '4.5', '9.24.12', '9+', 'Games', '38', '5', '18', '1']
['420009108', 'Temple Run', '65921024', 'USD', '0.0', '1724546', '3842', '4.5', '4.0', '1.6.2', '9+', 'Games', '40', '5', '1', '1']
Number of rows: 6183
Numner of columnns 16
print("Android dataset")
play_en_free_cleaned=[]
play_en_nonfree_cleaned=[]
for each in play_en_cleaned:
price=each[6]
if price== "Free":
play_en_free_cleaned.append(each)
else:
play_en_nonfree_cleaned.append(each)
print("\n")
print("\n")
print("iOS dataset")
i_en_free_cleaned=[]
i_en_nonfree_cleaned=[]
for each in i_en_cleaned:
price=float(each[4])
if price==0:
i_en_free_cleaned.append(each)
else:
i_en_nonfree_cleaned.append(each)
print ("Free apps total in Android dataset: ",len(play_en_free_cleaned), "\n")
print ("Free apps total in iOS dataset: ", len(i_en_free_cleaned), "\n")
#checking results for android dataset:
for each in play_en_free_cleaned:
price=each[6]
#print (price)
for each in play_en_nonfree_cleaned:
price=each[6]
#print (price)
#checking results for android dataset:
for each in i_en_free_cleaned:
price=each[4]
#print (price)
for each in i_en_nonfree_cleaned:
price=each[4]
#print (price)
print("-> EXPLORING DATASETS")
#checking first 4 rows of data of each dataset
print("\n" + "---Android apps: --- "+'\n')
explore_data(play_en_free_cleaned,0, 4, True)
print("---iOS apps: --- "+'\n')
explore_data(i_en_free_cleaned, 0, 4, True)
Android dataset
iOS dataset
Free apps total in Android dataset: 8863
Free apps total in iOS dataset: 3222
-> EXPLORING DATASETS
---Android apps: ---
['Photo Editor & Candy Camera & Grid & ScrapBook', 'ART_AND_DESIGN', '4.1', '159', '19M', '10,000+', 'Free', '0', 'Everyone', 'Art & Design', 'January 7, 2018', '1.0.0', '4.0.3 and up']
['U Launcher Lite – FREE Live Cool Themes, Hide Apps', 'ART_AND_DESIGN', '4.7', '87510', '8.7M', '5,000,000+', 'Free', '0', 'Everyone', 'Art & Design', 'August 1, 2018', '1.2.4', '4.0.3 and up']
['Sketch - Draw & Paint', 'ART_AND_DESIGN', '4.5', '215644', '25M', '50,000,000+', 'Free', '0', 'Teen', 'Art & Design', 'June 8, 2018', 'Varies with device', '4.2 and up']
['Pixel Draw - Number Art Coloring Book', 'ART_AND_DESIGN', '4.3', '967', '2.8M', '100,000+', 'Free', '0', 'Everyone', 'Art & Design;Creativity', 'June 20, 2018', '1.1', '4.4 and up']
Number of rows: 8863
Numner of columnns 13
---iOS apps: ---
['284882215', 'Facebook', '389879808', 'USD', '0.0', '2974676', '212', '3.5', '3.5', '95.0', '4+', 'Social Networking', '37', '1', '29', '1']
['389801252', 'Instagram', '113954816', 'USD', '0.0', '2161558', '1289', '4.5', '4.0', '10.23', '12+', 'Photo & Video', '37', '0', '29', '1']
['529479190', 'Clash of Clans', '116476928', 'USD', '0.0', '2130805', '579', '4.5', '4.5', '9.24.12', '9+', 'Games', '38', '5', '18', '1']
['420009108', 'Temple Run', '65921024', 'USD', '0.0', '1724546', '3842', '4.5', '4.0', '1.6.2', '9+', 'Games', '40', '5', '1', '1']
Number of rows: 3222
Numner of columnns 16
print("MOST COMMON GENRES for each dataset:")
#first we creat both frequency tables by hand
play_app_genre={}
for each in play_en_free_cleaned:
genre=each[-4]
if genre in play_app_genre:
play_app_genre[genre]+=1
else:
play_app_genre[genre]=1
#print(play_app_genre)
#print("\n")
i_app_genre={}
for each in i_en_free_cleaned:
genre=each[-5]
if genre in i_app_genre:
i_app_genre[genre]+=1
else:
i_app_genre[genre]=1
#print(i_app_genre)
print("-> Android dataset - most common genre")
freq_play=0
most_common=0
most_common_list=[]
for each in play_app_genre:
if play_app_genre[each]>freq_play:
freq_play=play_app_genre[each]
most_common=each
elif play_app_genre[each]==freq_play:
most_common_list.append(each)
if len(most_common_list)==0:
print("most common genre:", most_common," -> with frequence ", freq_play, " and percentage: ", (freq_play/len(play_en_free_cleaned)*100))
else:
print("check! we have 2 parameteres with exactly same percentage: ",most_common_list)
print("\n")
print("-> iOS dataset - most common genre")
freq_i=0
most_common=0
most_common_list=[]
for each in i_app_genre:
if i_app_genre[each]>freq_i:
freq_i=i_app_genre[each]
most_common=each
elif i_app_genre[each]==freq_i:
most_common_list.append(each)
if len(most_common_list)==0:
print("most common genre:", most_common," -> with frequence: ", freq_i, "and percentage: ", (freq_i/len(i_en_free_cleaned)*100))
else:
print("check! we have 2 parameteres with exactly same percentage: ",most_common_list)
MOST COMMON GENRES for each dataset:
-> Android dataset - most common genre
most common genre: Tools -> with frequence 749 and percentage: 8.450863138892023
-> iOS dataset - most common genre
most common genre: Games -> with frequence: 1874 and percentage: 58.16263190564867
print("CREATING FREQENCY TABLES FOR ANY COLUMN AND IN PERCENTAGES:")
#now we will create a function to avoid the previous "manual work"
def freq_table(dataset, index):
app_parameter={}
for each in dataset:
parameter=each[index]
if parameter in app_parameter:
app_parameter[parameter]+=1
else:
app_parameter[parameter]=1
app_parameter_percentage={}
for each in app_parameter:
app_parameter_percentage[each]=app_parameter[each]/len(dataset)*100
return app_parameter_percentage
#following function will gave us most common parameter
def most_common(dataset, index):
app_parameter_percentage=freq_table(dataset, index)
freq=0
most_common=0
most_common_list=[]
for each in app_parameter_percentage:
if app_parameter_percentage[each]>freq:
freq=app_parameter_percentage[each]
most_common=each
elif app_parameter_percentage[each]==freq:
most_common_list.append(each)
if len(most_common_list)==0:
return print(most_common, freq)
else:
return print("check! we have 2 parameteres with exactly same percentage: ",most_common_list)
#freq_table(play_en_free_cleaned, -4)
#freq_table(i_en_free_cleaned, -5)
most_common(play_en_free_cleaned, -4)
most_common(i_en_free_cleaned, -5)
CREATING FREQENCY TABLES FOR ANY COLUMN AND IN PERCENTAGES:
Tools 8.450863138892023
Games 58.16263190564867
def display_table(dataset, index):
table = freq_table(dataset, index)
table_display = []
for key in table:
key_val_as_tuple = (table[key], key)
table_display.append(key_val_as_tuple)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0])
print("**iOS data set: prime_genre**")
display_table(i_en_free_cleaned,-5)
**iOS data set: prime_genre**
Games : 58.16263190564867
Entertainment : 7.883302296710118
Photo & Video : 4.9658597144630665
Education : 3.662321539416512
Social Networking : 3.2898820608317814
Shopping : 2.60707635009311
Utilities : 2.5139664804469275
Sports : 2.1415270018621975
Music : 2.0484171322160147
Health & Fitness : 2.0173805090006205
Productivity : 1.7380509000620732
Lifestyle : 1.5828677839851024
News : 1.3345747982619491
Travel : 1.2414649286157666
Finance : 1.1173184357541899
Weather : 0.8690254500310366
Food & Drink : 0.8069522036002483
Reference : 0.5586592178770949
Business : 0.5276225946617008
Book : 0.4345127250155183
Navigation : 0.186219739292365
Medical : 0.186219739292365
Catalogs : 0.12414649286157665
print("**1- Android data set: Genres**")
display_table(play_en_free_cleaned,-4)
print("\n")
print("-----")
print("\n")
print("**2- Android data set: Category**")
display_table(play_en_free_cleaned,1)
**1- Android data set: Genres**
Tools : 8.450863138892023
Entertainment : 6.070179397495204
Education : 5.348076272142616
Business : 4.592124562789123
Productivity : 3.8925871601038025
Lifestyle : 3.8925871601038025
Finance : 3.7007785174320205
Medical : 3.5315355974275078
Sports : 3.463838429425702
Personalization : 3.317161232088458
Communication : 3.2381812027530184
Action : 3.102786866749408
Health & Fitness : 3.0802211440821394
Photography : 2.944826808078529
News & Magazines : 2.798149610741284
Social : 2.6627552747376737
Travel & Local : 2.324269434728647
Shopping : 2.245289405393208
Books & Reference : 2.1437436533904997
Simulation : 2.042197901387792
Dating : 1.8616721200496444
Arcade : 1.8503892587160102
Video Players & Editors : 1.771409229380571
Casual : 1.7601263680469368
Maps & Navigation : 1.399074805370642
Food & Drink : 1.241114746699763
Puzzle : 1.128286133363421
Racing : 0.9928917973598104
Role Playing : 0.9364774906916393
Libraries & Demo : 0.9364774906916393
Auto & Vehicles : 0.9251946293580051
Strategy : 0.9026289066907368
House & Home : 0.8236488773552973
Weather : 0.8010831546880289
Events : 0.7108202640189552
Adventure : 0.6769716800180525
Comics : 0.6092745120162473
Beauty : 0.5979916506826132
Art & Design : 0.5979916506826132
Parenting : 0.4964458986799052
Card : 0.4513144533453684
Casino : 0.42874873067809993
Trivia : 0.4174658693444658
Educational;Education : 0.3949001466771973
Board : 0.38361728534356315
Educational : 0.37233442400992894
Education;Education : 0.33848584000902626
Word : 0.25950581067358686
Casual;Pretend Play : 0.2369400880063184
Music : 0.20309150400541578
Racing;Action & Adventure : 0.16924292000451313
Puzzle;Brain Games : 0.16924292000451313
Entertainment;Music & Video : 0.16924292000451313
Casual;Brain Games : 0.1353943360036105
Casual;Action & Adventure : 0.1353943360036105
Arcade;Action & Adventure : 0.1241114746699763
Action;Action & Adventure : 0.10154575200270789
Educational;Pretend Play : 0.09026289066907367
Simulation;Action & Adventure : 0.07898002933543948
Parenting;Education : 0.07898002933543948
Entertainment;Brain Games : 0.07898002933543948
Board;Brain Games : 0.07898002933543948
Parenting;Music & Video : 0.06769716800180525
Educational;Brain Games : 0.06769716800180525
Casual;Creativity : 0.06769716800180525
Art & Design;Creativity : 0.06769716800180525
Education;Pretend Play : 0.05641430666817105
Role Playing;Pretend Play : 0.045131445334536835
Education;Creativity : 0.045131445334536835
Role Playing;Action & Adventure : 0.033848584000902626
Puzzle;Action & Adventure : 0.033848584000902626
Entertainment;Creativity : 0.033848584000902626
Entertainment;Action & Adventure : 0.033848584000902626
Educational;Creativity : 0.033848584000902626
Educational;Action & Adventure : 0.033848584000902626
Education;Music & Video : 0.033848584000902626
Education;Brain Games : 0.033848584000902626
Education;Action & Adventure : 0.033848584000902626
Adventure;Action & Adventure : 0.033848584000902626
Video Players & Editors;Music & Video : 0.022565722667268417
Sports;Action & Adventure : 0.022565722667268417
Simulation;Pretend Play : 0.022565722667268417
Puzzle;Creativity : 0.022565722667268417
Music;Music & Video : 0.022565722667268417
Entertainment;Pretend Play : 0.022565722667268417
Casual;Education : 0.022565722667268417
Board;Action & Adventure : 0.022565722667268417
Video Players & Editors;Creativity : 0.011282861333634209
Trivia;Education : 0.011282861333634209
Travel & Local;Action & Adventure : 0.011282861333634209
Tools;Education : 0.011282861333634209
Strategy;Education : 0.011282861333634209
Strategy;Creativity : 0.011282861333634209
Strategy;Action & Adventure : 0.011282861333634209
Simulation;Education : 0.011282861333634209
Role Playing;Brain Games : 0.011282861333634209
Racing;Pretend Play : 0.011282861333634209
Puzzle;Education : 0.011282861333634209
Parenting;Brain Games : 0.011282861333634209
Music & Audio;Music & Video : 0.011282861333634209
Lifestyle;Pretend Play : 0.011282861333634209
Lifestyle;Education : 0.011282861333634209
Health & Fitness;Education : 0.011282861333634209
Health & Fitness;Action & Adventure : 0.011282861333634209
Entertainment;Education : 0.011282861333634209
Communication;Creativity : 0.011282861333634209
Comics;Creativity : 0.011282861333634209
Casual;Music & Video : 0.011282861333634209
Card;Action & Adventure : 0.011282861333634209
Books & Reference;Education : 0.011282861333634209
Art & Design;Pretend Play : 0.011282861333634209
Art & Design;Action & Adventure : 0.011282861333634209
Arcade;Pretend Play : 0.011282861333634209
Adventure;Education : 0.011282861333634209
-----
**2- Android data set: Category**
FAMILY : 18.898792733837304
GAME : 9.725826469592688
TOOLS : 8.462146000225657
BUSINESS : 4.592124562789123
LIFESTYLE : 3.9038700214374367
PRODUCTIVITY : 3.8925871601038025
FINANCE : 3.7007785174320205
MEDICAL : 3.5315355974275078
SPORTS : 3.396141261423897
PERSONALIZATION : 3.317161232088458
COMMUNICATION : 3.2381812027530184
HEALTH_AND_FITNESS : 3.0802211440821394
PHOTOGRAPHY : 2.944826808078529
NEWS_AND_MAGAZINES : 2.798149610741284
SOCIAL : 2.6627552747376737
TRAVEL_AND_LOCAL : 2.335552296062281
SHOPPING : 2.245289405393208
BOOKS_AND_REFERENCE : 2.1437436533904997
DATING : 1.8616721200496444
VIDEO_PLAYERS : 1.7939749520478394
MAPS_AND_NAVIGATION : 1.399074805370642
FOOD_AND_DRINK : 1.241114746699763
EDUCATION : 1.1621347173643235
ENTERTAINMENT : 0.9590432133589079
LIBRARIES_AND_DEMO : 0.9364774906916393
AUTO_AND_VEHICLES : 0.9251946293580051
HOUSE_AND_HOME : 0.8236488773552973
WEATHER : 0.8010831546880289
EVENTS : 0.7108202640189552
PARENTING : 0.6544059573507841
ART_AND_DESIGN : 0.6431230960171499
COMICS : 0.6205573733498815
BEAUTY : 0.5979916506826132
print("iOS data set: prime_genre", "\n")
i_genre_dic= freq_table(i_en_free_cleaned,-5)
table_display=[]
for genre in i_genre_dic:
total=0
len_genre=0
for each in i_en_free_cleaned:
installers= float(each[5])
genre_app=each[-5]
if genre_app==genre:
total +=installers
len_genre+=1
average=total/len_genre
genre_tupples=(average, genre)
table_display.append(genre_tupples)
#print(genre, ": ", average)
#print(genre_tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0])
iOS data set: prime_genre
Navigation : 86090.33333333333
Reference : 74942.11111111111
Social Networking : 71548.34905660378
Music : 57326.530303030304
Weather : 52279.892857142855
Book : 39758.5
Food & Drink : 33333.92307692308
Finance : 31467.944444444445
Photo & Video : 28441.54375
Travel : 28243.8
Shopping : 26919.690476190477
Health & Fitness : 23298.015384615384
Sports : 23008.898550724636
Games : 22788.6696905016
News : 21248.023255813954
Productivity : 21028.410714285714
Utilities : 18684.456790123455
Lifestyle : 16485.764705882353
Entertainment : 14029.830708661417
Business : 7491.117647058823
Education : 7003.983050847458
Catalogs : 4004.0
Medical : 612.0
table_display=[]
for each in i_en_free_cleaned:
if each[-5] == 'Navigation':
tupples=(int(each[5]), each[1])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Waze - GPS Navigation, Maps & Real-time Traffic : 345046
Google Maps - Navigation & Transit : 154911
Geocaching® : 12811
CoPilot GPS – Car Navigation & Offline Maps : 3582
ImmobilienScout24: Real Estate Search in Germany : 187
Railway Route Search : 5
table_display=[]
for each in i_en_free_cleaned:
if each[-5] == 'Reference':
tupples=(int(each[5]), each[1])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Bible : 985920
Dictionary.com Dictionary & Thesaurus : 200047
Dictionary.com Dictionary & Thesaurus for iPad : 54175
Google Translate : 26786
Muslim Pro: Ramadan 2017 Prayer Times, Azan, Quran : 18418
New Furniture Mods - Pocket Wiki & Game Tools for Minecraft PC Edition : 17588
Merriam-Webster Dictionary : 16849
Night Sky : 12122
City Maps for Minecraft PE - The Best Maps for Minecraft Pocket Edition (MCPE) : 8535
LUCKY BLOCK MOD ™ for Minecraft PC Edition - The Best Pocket Wiki & Mods Installer Tools : 4693
GUNS MODS for Minecraft PC Edition - Mods Tools : 1497
Guides for Pokémon GO - Pokemon GO News and Cheats : 826
WWDC : 762
Horror Maps for Minecraft PE - Download The Scariest Maps for Minecraft Pocket Edition (MCPE) Free : 718
VPN Express : 14
Real Bike Traffic Rider Virtual Reality Glasses : 8
教えて!goo : 0
Jishokun-Japanese English Dictionary & Translator : 0
table_display=[]
for each in i_en_free_cleaned:
if each[-5] == 'Social Networking':
tupples=(int(each[5]), each[1])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Facebook : 2974676
Pinterest : 1061624
Skype for iPhone : 373519
Messenger : 351466
Tumblr : 334293
WhatsApp Messenger : 287589
Kik : 260965
ooVoo – Free Video Call, Text and Voice : 177501
TextNow - Unlimited Text + Calls : 164963
Viber Messenger – Text & Call : 164249
Followers - Social Analytics For Instagram : 112778
MeetMe - Chat and Meet New People : 97072
We Heart It - Fashion, wallpapers, quotes, tattoos : 90414
InsTrack for Instagram - Analytics Plus More : 85535
Tango - Free Video Call, Voice and Chat : 75412
LinkedIn : 71856
Match™ - #1 Dating App. : 60659
Skype for iPad : 60163
POF - Best Dating App for Conversations : 52642
Timehop : 49510
Find My Family, Friends & iPhone - Life360 Locator : 43877
Whisper - Share, Express, Meet : 39819
Hangouts : 36404
LINE PLAY - Your Avatar World : 34677
WeChat : 34584
Badoo - Meet New People, Chat, Socialize. : 34428
Followers + for Instagram - Follower Analytics : 28633
GroupMe : 28260
Marco Polo Video Walkie Talkie : 27662
Miitomo : 23965
SimSimi : 23530
Grindr - Gay and same sex guys chat, meet and date : 23201
Wishbone - Compare Anything : 20649
imo video calls and chat : 18841
After School - Funny Anonymous School News : 18482
Quick Reposter - Repost, Regram and Reshare Photos : 17694
Weibo HD : 16772
Repost for Instagram : 15185
Live.me – Live Video Chat & Make Friends Nearby : 14724
Nextdoor : 14402
Followers Analytics for Instagram - InstaReport : 13914
YouNow: Live Stream Video Chat : 12079
FollowMeter for Instagram - Followers Tracking : 11976
LINE : 11437
eHarmony™ Dating App - Meet Singles : 11124
Discord - Chat for Gamers : 9152
QQ : 9109
Telegram Messenger : 7573
Weibo : 7265
Periscope - Live Video Streaming Around the World : 6062
Chat for Whatsapp - iPad Version : 5060
QQ HD : 5058
Followers Analysis Tool For Instagram App Free : 4253
live.ly - live video streaming : 4145
Houseparty - Group Video Chat : 3991
SOMA Messenger : 3232
Monkey : 3060
Down To Lunch : 2535
Flinch - Video Chat Staring Contest : 2134
Highrise - Your Avatar Community : 2011
LOVOO - Dating Chat : 1985
PlayStation®Messages : 1918
BOO! - Video chat camera with filters & stickers : 1805
Qzone : 1649
Chatous - Chat with new people : 1609
Kiwi - Q&A : 1538
GhostCodes - a discovery app for Snapchat : 1313
Jodel : 1193
FireChat : 1037
Google Duo - simple video calling : 1033
Fiesta by Tango - Chat & Meet New People : 885
Google Allo — smart messaging : 862
Peach — share vividly : 727
Hey! VINA - Where Women Meet New Friends : 719
Battlefield™ Companion : 689
All Devices for WhatsApp - Messenger for iPad : 682
Chat for Pokemon Go - GoChat : 500
IAmNaughty – Dating App to Meet New People Online : 463
Qzone HD : 458
Zenly - Locate your friends in realtime : 427
League of Legends Friends : 420
豆瓣 : 407
Candid - Speak Your Mind Freely : 398
知乎 : 397
Selfeo : 366
Fake-A-Location Free ™ : 354
Popcorn Buzz - Free Group Calls : 281
Fam — Group video calling for iMessage : 279
QQ International : 274
Ameba : 269
SoundCloud Pulse: for creators : 240
Tantan : 235
Cougar Dating & Life Style App for Mature Women : 213
Rawr Messenger - Dab your chat : 180
WhenToPost: Best Time to Post Photos for Instagram : 158
Inke—Broadcast an amazing life : 147
Mustknow - anonymous video Q&A : 53
CTFxCmoji : 39
Lobi : 36
Chain: Collaborate On MyVideo Story/Group Video : 35
botman - Real time video chat : 7
niconico ch : 0
bit-tube - Live Stream Video Chat : 0
MATCH ON LINE chat : 0
LINE BLOG : 0
BestieBox : 0
table_display=[]
for each in i_en_free_cleaned:
if each[-5] == 'Music':
tupples=(int(each[5]), each[1])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Pandora - Music & Radio : 1126879
Spotify Music : 878563
Shazam - Discover music, artists, videos & lyrics : 402925
iHeartRadio – Free Music & Radio Stations : 293228
SoundCloud - Music & Audio : 135744
Magic Piano by Smule : 131695
Smule Sing! : 119316
TuneIn Radio - MLB NBA Audiobooks Podcasts Music : 110420
Amazon Music : 106235
SoundHound Song Search & Music Player : 82602
Sonos Controller : 48905
Bandsintown Concerts : 30845
Karaoke - Sing Karaoke, Unlimited Songs! : 28606
My Mixtapez Music : 26286
Sing Karaoke Songs Unlimited with StarMaker : 26227
Ringtones for iPhone & Ringtone Maker : 25403
Musi - Unlimited Music For YouTube : 25193
AutoRap by Smule : 18202
Spinrilla - Mixtapes For Free : 15053
Napster - Top Music & Radio : 14268
edjing Mix:DJ turntable to remix and scratch music : 13580
Free Music - MP3 Streamer & Playlist Manager Pro : 13443
Free Piano app by Yokee : 13016
Google Play Music : 10118
Certified Mixtapes - Hip Hop Albums & Mixtapes : 9975
TIDAL : 7398
YouTube Music : 7109
Nicki Minaj: The Empire : 5196
Sounds app - Music And Friends : 5126
SongFlip - Free Music Streamer : 5004
Simple Radio - Live AM & FM Radio Stations : 4787
Deezer - Listen to your Favorite Music & Playlists : 4677
Ringtones for iPhone with Ringtone Maker : 4013
Bose SoundTouch : 3687
Amazon Alexa : 3018
DatPiff : 2815
Trebel Music - Unlimited Music Downloader : 2570
Free Music Play - Mp3 Streamer & Player : 2496
Acapella from PicPlayPost : 2487
Coach Guitar - Lessons & Easy Tabs For Beginners : 2416
Musicloud - MP3 and FLAC Music Player for Cloud Platforms. : 2211
Piano - Play Keyboard Music Games with Magic Tiles : 1636
Boom: Best Equalizer & Magical Surround Sound : 1375
Music Freedom - Unlimited Free MP3 Music Streaming : 1246
AmpMe - A Portable Social Party Music Speaker : 1047
Medly - Music Maker : 933
Bose Connect : 915
Music Memos : 909
UE BOOM : 612
LiveMixtapes : 555
NOISE : 355
MP3 Music Player & Streamer for Clouds : 329
Musical Video Maker - Create Music clips lip sync : 320
Cloud Music Player - Downloader & Playlist Manager : 319
Remixlive - Remix loops with pads : 288
QQ音乐HD : 224
Blocs Wave - Make & Record Music : 158
PlayGround • Music At Your Fingertips : 150
Music and Chill : 135
The Singing Machine Mobile Karaoke App : 130
radio.de - Der Radioplayer : 64
Free Music - Player & Streamer for Dropbox, OneDrive & Google Drive : 46
NRJ Radio : 38
Smart Music: Streaming Videos and Radio : 17
BOSS Tuner : 13
PetitLyrics : 0
table_display=[]
for each in i_en_free_cleaned:
if each[-5] == 'Weather':
tupples=(int(each[5]), each[1])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
The Weather Channel: Forecast, Radar & Alerts : 495626
The Weather Channel App for iPad – best local forecast, radar map, and storm tracking : 208648
WeatherBug - Local Weather, Radar, Maps, Alerts : 188583
MyRadar NOAA Weather Radar Forecast : 150158
AccuWeather - Weather for Life : 144214
Yahoo Weather : 112603
Weather Underground: Custom Forecast & Local Radar : 49192
NOAA Weather Radar - Weather Forecast & HD Radar : 45696
Weather Live Free - Weather Forecast & Alerts : 35702
Storm Radar : 22792
QuakeFeed Earthquake Map, Alerts, and News : 6081
Moji Weather - Free Weather Forecast : 2333
Hurricane by American Red Cross : 1158
Forecast Bar : 375
Hurricane Tracker WESH 2 Orlando, Central Florida : 203
FEMA : 128
iWeather - World weather forecast : 80
Weather - Radar - Storm with Morecast App : 78
Yurekuru Call : 53
Weather & Radar : 37
WRAL Weather Alert : 25
Météo-France : 24
JaxReady : 22
Freddy the Frogcaster's Weather Station : 14
Almanac Long-Range Weather Forecast : 12
wetter.com : 0
WarnWetter : 0
TodayAir : 0
table_display=[]
for each in i_en_free_cleaned:
if each[-5] == 'Book':
tupples=(int(each[5]), each[1])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Kindle – Read eBooks, Magazines & Textbooks : 252076
Audible – audio books, original series & podcasts : 105274
Color Therapy Adult Coloring Book for Adults : 84062
OverDrive – Library eBooks and Audiobooks : 65450
HOOKED - Chat Stories : 47829
BookShout: Read eBooks & Track Your Reading Goals : 879
Dr. Seuss Treasury — 50 best kids books : 451
Green Riding Hood : 392
Weirdwood Manor : 197
MangaZERO - comic reader : 9
謎解き2016 : 0
謎解き : 0
ikouhoushi : 0
MangaTiara - love comic reader : 0
table_display=[]
for each in i_en_free_cleaned:
if each[-5] == 'Food & Drink':
tupples=(int(each[5]), each[1])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Starbucks : 303856
Domino's Pizza USA : 258624
OpenTable - Restaurant Reservations : 113936
Allrecipes Dinner Spinner : 109349
DoorDash - Food Delivery : 25947
UberEATS: Uber for Food Delivery : 17865
Postmates - Food Delivery, Faster : 9519
Dunkin' Donuts - Get Offers, Coupons & Rewards : 9068
Chick-fil-A : 5665
McDonald's : 4050
Deliveroo: Restaurant Delivery - Order Food Nearby : 1702
SONIC Drive-In : 1645
Nowait Guest : 1625
7-Eleven, Inc. : 1356
Outback : 805
Bon Appetit : 750
Starbucks Keyboard : 457
Whataburger : 197
Delish Eatmoji Keyboard : 154
Lieferheld - Delicious food delivery service : 29
Lieferando.de : 29
McDo France : 22
Chefkoch - Rezepte, Kochen, Backen & Kochbuch : 20
Youmiam : 9
Marmiton Twist : 2
Open Food Facts : 1
#play_genre_dic= freq_table(play_en_free_cleaned,-4)
play_categ_dic= freq_table(play_en_free_cleaned,1)
table_display=[]
#for genre in play_genre_dic:
for categ in play_categ_dic:
total=0
#len_genre=0
len_categ=0
for each in play_en_free_cleaned:
installers=each[5]
installers=installers.replace("+","")
installers=installers.replace(",","")
installers=int(installers)
#genre_app=each[-4]
categ_app=each[1]
#if genre_app==genre:
if categ_app==categ:
total +=installers
len_categ+=1
#len_genre+=1
average=total/len_categ
#average=total/len_genre
tupples=(average, categ)
table_display.append(tupples)
#print(categ, ": ", average)
#print(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0])
COMMUNICATION : 38456119.167247385
VIDEO_PLAYERS : 24727872.452830188
SOCIAL : 23253652.127118643
PHOTOGRAPHY : 17840110.40229885
PRODUCTIVITY : 16787331.344927534
GAME : 15588015.603248259
TRAVEL_AND_LOCAL : 13984077.710144928
ENTERTAINMENT : 11640705.88235294
TOOLS : 10801391.298666667
NEWS_AND_MAGAZINES : 9549178.467741935
BOOKS_AND_REFERENCE : 8767811.894736841
SHOPPING : 7036877.311557789
PERSONALIZATION : 5201482.6122448975
WEATHER : 5074486.197183099
HEALTH_AND_FITNESS : 4188821.9853479853
MAPS_AND_NAVIGATION : 4056941.7741935486
FAMILY : 3697848.1731343283
SPORTS : 3638640.1428571427
ART_AND_DESIGN : 1986335.0877192982
FOOD_AND_DRINK : 1924897.7363636363
EDUCATION : 1833495.145631068
BUSINESS : 1712290.1474201474
LIFESTYLE : 1437816.2687861272
FINANCE : 1387692.475609756
HOUSE_AND_HOME : 1331540.5616438356
DATING : 854028.8303030303
COMICS : 817657.2727272727
AUTO_AND_VEHICLES : 647317.8170731707
LIBRARIES_AND_DEMO : 638503.734939759
PARENTING : 542603.6206896552
BEAUTY : 513151.88679245283
EVENTS : 253542.22222222222
MEDICAL : 120550.61980830671
table_display=[]
for each in play_en_free_cleaned:
if each[1] == 'COMMUNICATION':
installers=each[5]
installers=installers.replace("+","")
installers=installers.replace(",","")
installers=int(installers)
tupples=(installers, each[0])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
WhatsApp Messenger : 1000000000
Skype - free IM & video calls : 1000000000
Messenger – Text and Video Chat for Free : 1000000000
Hangouts : 1000000000
Google Chrome: Fast & Secure : 1000000000
Gmail : 1000000000
imo free video calls and chat : 500000000
Viber Messenger : 500000000
UC Browser - Fast Download Private & Secure : 500000000
LINE: Free Calls & Messages : 500000000
Google Duo - High Quality Video Calls : 500000000
imo beta free calls and text : 100000000
Yahoo Mail – Stay Organized : 100000000
Who : 100000000
WeChat : 100000000
UC Browser Mini -Tiny Fast Private & Secure : 100000000
Truecaller: Caller ID, SMS spam blocking & Dialer : 100000000
Telegram : 100000000
Opera Mini - fast web browser : 100000000
Opera Browser: Fast and Secure : 100000000
Messenger Lite: Free Calls & Messages : 100000000
Kik : 100000000
KakaoTalk: Free Calls & Text : 100000000
GO SMS Pro - Messenger, Free Themes, Emoji : 100000000
Firefox Browser fast & private : 100000000
BBM - Free Calls & Messages : 100000000
Android Messages : 100000000
free video calls and chat : 50000000
Zalo – Video Call : 50000000
Mail.Ru - Email App : 50000000
Dolphin Browser - Fast, Private & Adblock🐬 : 50000000
Contacts : 50000000
CM Browser - Ad Blocker , Fast Download , Privacy : 50000000
Azar : 50000000
myMail – Email for Hotmail, Gmail and Outlook Mail : 10000000
chomp SMS : 10000000
ZenUI Dialer & Contacts : 10000000
Xperia Link™ : 10000000
Whoscall - Caller ID & Block : 10000000
WhatsCall Free Global Phone Call App & Cheap Calls : 10000000
WhatsApp Business : 10000000
WEB.DE Mail : 10000000
Voxer Walkie Talkie Messenger : 10000000
TouchPal Keyboard - Fun Emoji & Android Keyboard : 10000000
Text SMS : 10000000
Talkray - Free Calls & Texts : 10000000
Talkatone: Free Texts, Calls & Phone Number : 10000000
Puffin Web Browser : 10000000
Psiphon Pro - The Internet Freedom VPN : 10000000
Portable Wi-Fi hotspot : 10000000
Orfox: Tor Browser for Android : 10000000
Opera Mini browser beta : 10000000
Omlet Chat : 10000000
Mr. Number-Block calls & spam : 10000000
Messenger for SMS : 10000000
MegaFon Dashboard : 10000000
ICQ — Video Calls & Chat Messenger : 10000000
Hiya - Caller ID & Block : 10000000
Hangouts Dialer - Call Phones : 10000000
GroupMe : 10000000
Google Voice : 10000000
Google Allo : 10000000
Glide - Video Chat Messenger : 10000000
GO Notifier : 10000000
GMX Mail : 10000000
Free WiFi Connect : 10000000
Free Adblocker Browser - Adblock & Popup Blocker : 10000000
ExDialer - Dialer & Contacts : 10000000
Discord - Chat for Gamers : 10000000
DU Browser—Browse fast & fun : 10000000
Cricket Visual Voicemail : 10000000
Contacts+ : 10000000
Calls Blacklist - Call Blocker : 10000000
CallApp: Caller ID, Blocker & Phone Call Recorder : 10000000
Browser 4G : 10000000
Adblock Browser for Android : 10000000
AT&T Visual Voicemail : 10000000
Your Freedom VPN Client : 5000000
Web Browser & Explorer : 5000000
Sync.ME – Caller ID & Block : 5000000
Skype Lite - Free Video Call & Chat : 5000000
My Vodacom SA : 5000000
My Tele2 : 5000000
Microsoft Edge : 5000000
K-9 Mail : 5000000
JusTalk - Free Video Calls and Fun Video Chat : 5000000
Full Screen Caller ID : 5000000
Ear Agent: Super Hearing : 5000000
Daum Mail - Next Mail : 5000000
Chrome Dev : 5000000
Calls & Text by Mo+ : 5000000
Caller ID & Call Block - DU Caller : 5000000
Call Free – Free Call : 5000000
Call Control - Call Blocker : 5000000
CM Transfer - Share any files with friends nearby : 5000000
CIA - Caller ID & Call Blocker : 5000000
Brave Browser: Fast AdBlocker : 5000000
Bluetooth Auto Connect : 5000000
AT&T Call Protect : 5000000
mysms SMS Text Messaging Sync : 1000000
mail.com mail : 1000000
Wi-Fi Auto-connect : 1000000
Web Browser for Android : 1000000
WeFi - Free Fast WiFi Connect & Find Wi-Fi Map : 1000000
Vonage Mobile® Call Video Text : 1000000
Virtual Walkie Talkie : 1000000
Video Caller Id : 1000000
True Contact - Real Caller ID : 1000000
TracFone My Account : 1000000
Tiny Call Confirm : 1000000
Should I Answer? : 1000000
Seznam.cz : 1000000
Safest Call Blocker : 1000000
SW-100.tch by Callstel : 1000000
RocketDial Dialer & Contacts : 1000000
PHONE for Google Voice & GTalk : 1000000
Ninesky Browser : 1000000
Newton Mail - Email App for Gmail, Outlook, IMAP : 1000000
My magenta : 1000000
My Vodafone (GR) : 1000000
Messaging+ SMS, MMS Free : 1000000
Lite for Facebook Messenger : 1000000
InBrowser - Incognito Browsing : 1000000
Ghostery Privacy Browser : 1000000
Firefox Focus: The privacy browser : 1000000
Email TypeApp - Mail App : 1000000
DW Contacts & Phone & Dialer : 1000000
ClanPlay: Community and Tools for Gamers : 1000000
Caller ID + : 1000000
Call Blocker - Blacklist, SMS Blocker : 1000000
CB Radio Chat - for friends! : 1000000
Burner - Free Phone Number : 1000000
BBMoji - Your personalized BBM Stickers : 1000000
AntennaPict β : 1000000
All Email Providers : 1000000
Adblock Plus for Samsung Internet - Browse safe. : 1000000
AW - free video calls and chat : 1000000
AT&T Messages for Tablet : 1000000
2ndLine - Second Phone Number : 1000000
Web Browser : 500000
U - Webinars, Meetings & Messenger : 500000
TownWiFi | Wi-Fi Everywhere : 500000
Talkie - Wi-Fi Calling, Chats, File Sharing : 500000
SolMail - All-in-One email app : 500000
LokLok: Draw on a Lock Screen : 500000
Lightning Web Browser : 500000
FreedomPop Messaging Phone/SIM : 500000
BD Data Plan (3G & 4G) : 500000
WiFi Access Point (hotspot) : 100000
T-Mobile DIGITS : 100000
QRZ Assistant : 100000
Portable Wi-Fi hotspot Free : 100000
PlacarTv Futebol Ao Vivo : 100000
Morse Code Reader : 100000
M star Dialer : 100000
K-@ Mail - Email App : 100000
Goodbox - Mega App : 100000
Everbridge : 100000
Channel 19 : 100000
CB On Mobile : 100000
Baby Monitor AV : 100000
BT MeetMe with Dolby Voice : 100000
Antillean Gold Telegram (original version) : 100000
AZ Browser. Private & Download : 100000
X Browser : 50000
N-Com Wizard : 50000
My BF App : 50000
IZ2UUF Morse Koch CW : 50000
HipChat - beta version : 50000
Free Wi-fi HotspoT : 50000
BT Messenger : 50000
BD Internet Packages (Updated) : 50000
AudioBT: BT audio GPS/SMS/Text : 50000
3G DZ Configuration : 50000
m:go BiH : 10000
[verify-U] VideoIdent : 10000
Ring : 10000
Pocket Prefix Plus : 10000
Mail1Click - Secure Mail : 10000
Jazz Wi-Fi : 10000
Inbox.eu : 10000
Ham Radio Prefixes : 10000
Feel Performer : 10000
Eg Call : 10000
EZ Wifi Notification : 10000
Deaf World DW : 10000
DMR BrandMeister Tool : 10000
ClanHQ : 10000
BT One Phone Mobile App : 10000
BF Browser by Betfilter - Stop Gambling Today! : 10000
BD Dialer : 10000
Ad Blocker Turbo - Adblocker Browser : 10000
Access Point Names : 10000
/u/app : 10000
retteMi.ch : 5000
mail.co.uk Mail : 5000
love sms good morning : 5000
Sat-Fi : 5000
Mircules DX Cluster Lite : 5000
Learn Morse Code - G0HYN Learn Morse : 5000
K-9 Material (unofficial) : 5000
Ham DX Cluster & Spots Finder : 5000
DM for WhatsApp : 5000
DM Talk New : 5000
Council Voting Calculator : 5000
CS Browser Beta : 5000
BT One Voice mobile access : 5000
BD Live Call : 5000
AK Phone : 5000
AG Contacts, Lite edition : 5000
cluster.dk : 1000
Sat-Fi Voice : 1000
SMS Sender - sluzba.cz : 1000
ReadyOp DT : 1000
FO AIRBUS TLSE : 1000
FC Browser - Focus Privacy Browser : 1000
EU Council : 1000
DM Tracker : 1000
Call Blocker & Blacklist : 1000
CS Customizer : 1000
CS Browser | #1 & BEST BROWSER : 1000
CQ-Mobile : 1000
BlueDV AMBE : 1000
BQ Partners : 1000
BN MALLORCA Radio : 1000
BK Chat : 1000
BH Mail : 1000
AV Phone : 1000
AU Call Blocker - Block Unwanted Calls Texts 2018 : 1000
Traffic signs BD : 500
Rádio Sol Nascente DF : 500
Have your say on Europe : 500
ES-1 : 500
CW BLE Peripheral Simulator : 500
CQ-Alert : 500
Best Auto Call Recorder Free : 500
ATC Unico BS : 500
tournaments and more.aj.2 : 100
chat dz : 100
[EF]ShoutBox : 100
Programi podrške EU : 100
MARKET FO : 100
Katalogen.ax : 100
FP Connect : 100
FO STELIA Méaulte : 100
FO SODEXO : 100
FO RCBT : 100
FO PSA Sept-Fons : 100
FO OP St-Nazaire : 100
FO Interim : 100
FO AIRBUS Nantes : 100
EP RSS Reader : 100
EHiN-FH conferenceapp : 100
DG Card : 100
Cy Messenger : 100
Carpooling FH Hagenberg : 100
CW Bluetooth SPP : 100
CJ DVD Rentals : 100
CJ Browser - Fast & Private : 100
CF Chat: Connecting Friends : 100
C W Browser : 100
Bee'ah Employee App : 100
BV : 100
Amadeus GR & CY : 100
Aj.Petra : 100
Hyundai CX Conference : 50
DK TEL Dialer : 50
Cb browser : 50
BS-Mobile : 50
AC-BL : 50
ei : 10
Oklahoma Ag Co-op Council : 10
Hlášenírozhlasu.cz : 10
FP Live : 10
FNH Payment Info : 10
FN Web Radio : 10
Ek IRA : 10
EO Mumbai : 10
EJ messenger : 10
DM - The Offical Messaging App : 10
DK Browser : 10
CK Call NEW : 10
Best Browser BD social networking : 10
BJ - Confidential : 10
Test Server SMS FA : 5
Of the wall Arapaho bk : 5
BA SALES : 1
table_display=[]
for each in play_en_free_cleaned:
if each[1] == 'VIDEO_PLAYERS':
installers=each[5]
installers=installers.replace("+","")
installers=installers.replace(",","")
installers=int(installers)
tupples=(installers, each[0])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
YouTube : 1000000000
Google Play Movies & TV : 1000000000
MX Player : 500000000
VivaVideo - Video Editor & Photo Movie : 100000000
VideoShow-Video Editor, Video Maker, Beauty Camera : 100000000
VLC for Android : 100000000
Motorola Gallery : 100000000
Motorola FM Radio : 100000000
Dubsmash : 100000000
Vote for : 50000000
Vigo Video : 50000000
VMate : 50000000
Samsung Video Library : 50000000
Ringdroid : 50000000
MiniMovie - Free Video and Slideshow Editor : 50000000
LIKE – Magic Video Maker & Community : 50000000
KineMaster – Pro Video Editor : 50000000
HD Video Downloader : 2018 Best video mate : 50000000
DU Recorder – Screen Recorder, Video Editor, Live : 50000000
video player for android : 10000000
iMediaShare – Photos & Music : 10000000
YouTube Studio : 10000000
Video Player All Format : 10000000
Video Downloader - for Instagram Repost App : 10000000
Video Downloader : 10000000
Ustream : 10000000
Quik – Free Video Editor for photos, clips, music : 10000000
PowerDirector Video Editor App: 4K, Slow Mo & More : 10000000
Omlet Arcade - Stream, Meet, Play : 10000000
Naruto Shippuden - Watch Free! : 10000000
Music - Mp3 Player : 10000000
Mobizen Screen Recorder for SAMSUNG : 10000000
Magisto Video Editor & Maker : 10000000
Inst Download - Video & Photo : 10000000
HTC Service - DLNA : 10000000
HTC Gallery : 10000000
FrostWire: Torrent Downloader & Music Player : 10000000
FilmoraGo - Free Video Editor : 10000000
Code : 10000000
Cartoon Network App : 10000000
BitTorrent®- Torrent Downloads : 10000000
BSPlayer FREE : 10000000
All Video Downloader : 10000000
AfreecaTV : 10000000
AZ Screen Recorder - No Root : 10000000
YouCut - Video Editor & Video Maker, No Watermark : 5000000
WiFi Baby Monitor - NannyCam : 5000000
Video Editor : 5000000
HTC Service—Video Player : 5000000
Droid Zap by Motorola : 5000000
Adobe Premiere Clip : 5000000
ActionDirector Video Editor - Edit Videos Fast : 5000000
video player : 1000000
iSmart DV : 1000000
iPlayIT for YouTube VR Player : 1000000
XX HD Video downloader-Free Video Downloader : 1000000
Vuze Torrent Downloader : 1000000
Video.Guru - Video Maker : 1000000
Video Status : 1000000
Video Editor,Crop Video,Movie Video,Music,Effects : 1000000
VidPlay : 1000000
VUE: video editor & camcorder : 1000000
VPlayer : 1000000
Tencent Video - Supporting the whole network : 1000000
SVT Play : 1000000
Play Tube : 1000000
OnePlus Gallery : 1000000
OBJECTIVE : 1000000
Multiple Videos at Same Time : 1000000
Mobizen Screen Recorder for LG - Record, Capture : 1000000
Iqiyi (for tablet) : 1000000
HD Video Player : 1000000
HD Video Download for Facebook : 1000000
HD Movie Video Player : 1000000
G Guide Program Guide (SOFTBANK EMOBILE WILLCOM version) : 1000000
Funny videos for whatsapp : 1000000
EZCast – Cast Media to TV : 1000000
DU Privacy-hide apps、sms、file : 1000000
DS video : 1000000
DS photo : 1000000
BluTV : 1000000
BSPlayer ARMv7 VFP CPU support : 1000000
AndStream - Streaming Download : 1000000
All Video Downloader 2018 : 1000000
AX Player -Nougat Video Player : 1000000
Video Player All Format for Android : 500000
GoPlus Cam : 500000
DR TV : 500000
CJ VLC HD Remote (+ Stream) : 500000
amazer - Global Kpop Video Community : 100000
Video Downloader for FB : Video Download with Link : 100000
Sketch 'n' go : 100000
Nero AirBurn : 100000
GoAction : 100000
Free TV series : 100000
Ez Screen Recorder (no ad) : 100000
EZ Web Video Cast | Chromecast : 100000
ES Audio Player ( Shortcut ) : 100000
BGCN TV : 100000
AW Screen Recorder No Root : 100000
AB Repeat Player : 100000
dv Prompter : 50000
bgtime.tv : 50000
ES-IPTV : 50000
BR Series : 50000
AX Video Player : 50000
ACTIVEON CX & CX GOLD : 50000
ek tuhi : 10000
W Box VMS : 10000
MelifeCam-M : 10000
HD VideoDownlaoder For Fb : XXVideo Downloader : 10000
HD Video Player (wmv,avi,mp4,flv,av,mpg,mkv)2017 : 10000
EZ-SEE : 10000
EZ Usenet for Easynews® : 10000
EZ TV Player : 10000
EML UPnP-AV Control Point : 10000
Downvids Helper - One touch DW : 10000
DG Video Editor : 10000
DG UPnP Player Free : 10000
Casper Ssinema : 10000
BS player remote : 10000
BK News Channel : 10000
W Box VMS HD : 5000
Videos downloader for Facebook:fast fb video saver : 5000
Q-See Plus : 5000
M-Sight Pro : 5000
HD Video Player - Video & MP3 Player | AV Player | : 5000
Furrion ES Control : 5000
EF Sidekick : 5000
DZ Popup Video Player : 5000
DV Lottery Photo : 5000
BR Video Player : 5000
BG video - floating video - background video : 5000
Ay : 5000
A-B repeater : 5000
4K VIDEO PLAYER ULTRA HD : 5000
Music for Youtube - Tube Music BG, Red+ : 1000
Movie Downloader Torrent : Az Torrent : 1000
EZ game screen recorder with audio 1080P : 1000
CINE BR : 1000
BZ Langenthaler Tagblatt : 1000
BC iptv player : 1000
Ay Sabz Gunbad Waly : 1000
AV-IPTV : 1000
YourTube Video Views BG : 500
Video Wallpaper Show : 500
DG Screen Recorder : 500
CX Monthly Tech News : 500
CJ Camcorder : 500
A-Z Screen Recorder - : 500
List iptv FR : 100
EC MANAGER : 100
Bx-WiFi-GI : 100
Bc Vod : 100
BG MUSIC PLAYER - MUSIC PLAYER : 100
AK Lodi Films : 100
AJ Player : 100
CI Stream : 10
Art of F J Taylor : 10
table_display=[]
for each in play_en_free_cleaned:
if each[1] == 'SOCIAL':
installers=each[5]
installers=installers.replace("+","")
installers=installers.replace(",","")
installers=int(installers)
tupples=(installers, each[0])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Instagram : 1000000000
Google+ : 1000000000
Facebook : 1000000000
Snapchat : 500000000
Facebook Lite : 500000000
VK : 100000000
Tumblr : 100000000
Tik Tok - including musical.ly : 100000000
Tango - Live Video Broadcast : 100000000
Pinterest : 100000000
LinkedIn : 100000000
Badoo - Free Chat & Dating App : 100000000
BIGO LIVE - Live Stream : 100000000
ooVoo Video Calls, Messaging & Stories : 50000000
Zello PTT Walkie Talkie : 50000000
SKOUT - Meet, Chat, Go Live : 50000000
POF Free Dating App : 50000000
MeetMe: Chat & Meet New People : 50000000
textPlus: Free Text & Calls : 10000000
magicApp Calling & Messaging : 10000000
YouNow: Live Stream Video Chat : 10000000
We Heart It : 10000000
Waplog - Free Chat, Dating App, Meet Singles : 10000000
TextNow - free text + calls : 10000000
Text free - Free Text + Call : 10000000
Text Me: Text Free, Call Free, Second Phone Number : 10000000
Tapatalk - 100,000+ Forums : 10000000
Tagged - Meet, Chat & Dating : 10000000
SayHi Chat, Meet New People : 10000000
Quora : 10000000
Phone Tracker : Family Locator : 10000000
Periscope - Live Video : 10000000
Path : 10000000
Mico- Stranger Chat Random video Chat, Live, Meet : 10000000
Messenger Messenger : 10000000
Messenger : 10000000
Messages, Text and Video Chat for Messenger : 10000000
LiveMe - Video chat, new friends, and make money : 10000000
Legend - Animate Text in Video : 10000000
LOVOO : 10000000
Kate Mobile for VK : 10000000
Jaumo Dating, Flirt & Live Video : 10000000
HTC Social Plugin - Facebook : 10000000
Grindr - Gay chat : 10000000
Free phone calls, free texting SMS on free number : 10000000
Find My Friends : 10000000
Dating App, Flirt & Chat : W-Match : 10000000
Amino: Communities and Chats : 10000000
Who Viewed My Facebook Profile - Stalkers Visitors : 5000000
Whisper : 5000000
Web Browser & Fast Explorer : 5000000
VidStatus app - Status Videos & Status Downloader : 5000000
Timehop : 5000000
Text Free: WiFi Calling App : 5000000
Telegram X : 5000000
SPARK - Live random video chat & meet new people : 5000000
Nextdoor - Local neighborhood news & classifieds : 5000000
Meetup : 5000000
Meet – Talk to Strangers Using Random Video Chat : 5000000
Instachat 😜 : 5000000
Hornet - Gay Social Network : 5000000
Hide Something - Photo, Video : 5000000
HOLLA Live: Meet New People via Random Video Chat : 5000000
FunForMobile Ringtones & Chat : 5000000
Frim: get new friends on local chat rooms : 5000000
Fame Boom for Real Followers, Likes : 5000000
Blogger : 5000000
💘 WhatsLov: Smileys of love, stickers and GIF : 1000000
pixiv : 1000000
Wishbone - Compare Anything : 1000000
VMate Lite - Funny Short Videos Social Network : 1000000
U LIVE – Video Chat & Stream : 1000000
TwitCasting Live : 1000000
The Messenger App : 1000000
Stickers for Facebook : 1000000
Snaappy – 3D fun AR core communication platform : 1000000
Moment : 1000000
MobilePatrol Public Safety App : 1000000
Messenger Pro : 1000000
Love Sticker : 1000000
Love Images : 1000000
Lesbian Chat & Dating - SPICY : 1000000
Jodel - The Hyperlocal App : 1000000
GUYZ - Gay Chat & Gay Dating : 1000000
Frontback - Social Photos : 1000000
Friendly for Facebook : 1000000
Free Messages, Video, Chat,Text for Messenger Plus : 1000000
FollowMeter for Instagram : 1000000
Fiesta by Tango - Find, Meet and Make New Friends : 1000000
Faster for Facebook Lite : 1000000
Family GPS tracker KidControl + GPS by SMS Locator : 1000000
Facebook Local : 1000000
Facebook Creator : 1000000
EZ Video Download for Facebook : 1000000
Couple - Relationship App : 1000000
Banjo : 1000000
BOO! - Next Generation Messenger : 1000000
B-Messenger Video Chat : 1000000
All Social Networks : 1000000
+Download 4 Instagram Twitter : 1000000
Web Browser ( Fast & Secure Web Explorer) : 500000
Verdad o Reto : 500000
Swift for Facebook Lite : 500000
Stream - Live Video Community : 500000
Qeek for Instagram - Zoom profile insta DP : 500000
Puffin for Facebook : 500000
Profile Tracker - Who Viewed My Facebook Profile : 500000
Pink Color for Facebook : 500000
Mirrativ: Live Stream Any App : 500000
Greeting Cards & Wishes : 500000
Gayvox - Gay Lesbian Bi Dating : 500000
Fake Chat (Direct Message) : 500000
Daddyhunt: Gay Dating : 500000
Bloglovin' : 500000
uCiC- Videos and Photos on demand : 100000
YAY - TBH : 100000
What U See : 100000
The Video Messenger App : 100000
Social network all in one 2018 : 100000
See U - Random video chat, video chat : 100000
Phoenix - Facebook & Messenger : 100000
Patook - make platonic friends : 100000
Meet U - Get Friends for Snapchat, Kik & Instagram : 100000
MB Notifications for FB (Free) : 100000
KPOP Amino for K-Pop Entertainment : 100000
KDRAMA Amino for K-Drama Fans : 100000
FutureNet your social app : 100000
Fr Daoud Lamei : 100000
Faster Social for Facebook : 100000
Dr. B.R.Ambedkar : 100000
Dr B R Ambedkar (Jai Bhim) : 100000
Dating.dk : 100000
DP and Status for WhatsApp 2018 : 100000
Chat For Strangers - Video Chat : 100000
Blogaway for Android (Blogger) : 100000
Undertale AU Amino : 50000
Rande.cz : 50000
Hashtags For Likes.co : 50000
Golden telegram : 50000
FCB Connect - FC Barcelona : 50000
Equestria Amino for MLP : 50000
EXO-L Amino for EXO Fans : 50000
CP Dialer : 50000
BT Dating -Find your match, help cupid, be social : 50000
Anime et Manga Amino en Français : 50000
Unlimited Group Links - Whatsapp, FB, Telegram : 10000
U-Report : 10000
Stickers for Imo, fb, whatsapp : 10000
Share G - Images Sharing - Wallpapers App : 10000
Mini for Facebook lite : 10000
Mali J : 10000
Lite Messenger for Facebook Lite : 10000
Jamaa Amino for Animal Jam : 10000
Ek Maratha : 10000
Eddsworld Amino : 10000
Digi-TV.ch : 10000
Daily Murli Saar Widget : 10000
DM Me - Chat : 10000
Cyprus Police : 10000
Best DP and Status : 10000
BT Communicator : 10000
BK Traffic Control cum Chart : 10000
Au Pair : 10000
funny Image Comments for FB : 5000
TNEB Bill Online Payment (Tamil) : 5000
TN e Sevai TN EB Bill Patta Citta EC Birth All Hub : 5000
Profile Pictures and DP for Whatsapp : 5000
Instant DP Downloader for Instagram : 5000
Dp for Facebook : 5000
Dp For Whatsapp : 5000
DP Display Pictures Life Quotes Motivational GM : 5000
DM for IG 😘 - Image & Video Saver for Instagram : 5000
DB Event App : 5000
Check Your Visitors on FB ? : 5000
signály.cz : 1000
eChallan Andhra Pradesh (AP) : 1000
Zdravei.BG : 1000
V Bucks ProTips New : 1000
TN EC Online New : 1000
Students.ch : 1000
Sabka Malik Ek Sai : 1000
Noticias DF : 1000
Media Sosial TNI AU : 1000
Join R, Community Engagement : 1000
H letter images : 1000
European Solidarity Corps : 1000
DW Streaming : 1000
DC Comics Amino : 1000
CG Districts : 1000
Black Social : 1000
BR Chat Bot : 1000
BGKontakti Vienna BG Kontakti : 1000
BGKontakti Bayern BG Kontakti : 1000
BG LINKED (BGLINKED) : 1000
Auto DM for Twitter 🔥 : 1000
Alarm.fo – choose your info : 1000
iCard BD Plus : 500
Downloader plus for FB : 500
DK Murali : 500
DF BugMeNot : 500
Br Browser : 500
BGKontakti London BG Kontakti : 500
i-share AF/KLM (AFKL ishare) : 100
TN Patta /Chitta /EC New : 100
Rejoin Your Ex : 100
Naruto & Boruto FR : 100
Myjob@BM : 100
Movement BE : 100
Message AI - Write Better Messages (Free) : 100
GirlTalk.dk : 100
Frases Cristianas de Esperanza y Fe : 100
Evasion.bz : 100
Eternal Light AG : 100
Discípulos em BH : 100
DV Statistics : 100
DM Storage (for twitter) : 100
CJ Gospel Hour : 100
Alumni BJ : 100
UP EB Bill Payment & Details : 50
FB Advanced Search : 50
EG Way Life : 50
Coupe Adhémar EY 2017 : 50
quran-DZ : 10
bm-Events : 10
Reisedealz.eu : 10
Otto DM : 10
News Dz : 10
Hum Ek Hain 2.02 : 10
EO RAIPUR : 10
DN Blog : 10
BA 3 Banjarmasin : 10
CB Heroes : 5
C.P. CERVANTES (TOBARRA) : 5
BH Connect : 1
Amleen Ey : 1
Pekalongan CJ : 0
table_display=[]
for each in play_en_free_cleaned:
if each[1] == 'PHOTOGRAPHY':
installers=each[5]
installers=installers.replace("+","")
installers=installers.replace(",","")
installers=int(installers)
tupples=(installers, each[0])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Google Photos : 1000000000
Z Camera - Photo Editor, Beauty Selfie, Collage : 100000000
YouCam Perfect - Selfie Photo Editor : 100000000
YouCam Makeup - Magic Selfie Makeovers : 100000000
Sweet Selfie - selfie camera, beauty cam, photo edit : 100000000
S Photo Editor - Collage Maker , Photo Collage : 100000000
Retrica : 100000000
PicsArt Photo Studio: Collage Maker & Pic Editor : 100000000
PhotoGrid: Video & Pic Collage Maker, Photo Editor : 100000000
Photo Editor Pro : 100000000
Photo Editor Collage Maker Pro : 100000000
Photo Collage Editor : 100000000
LINE Camera - Photo editor : 100000000
Cymera Camera- Photo Editor, Filter,Collage,Layout : 100000000
Candy Camera - selfie, beauty camera, photo editor : 100000000
Camera360: Selfie Photo Editor with Funny Sticker : 100000000
BeautyPlus - Easy Photo Editor & Selfie Camera : 100000000
B612 - Beauty & Filter Camera : 100000000
AR effect : 100000000
Video Editor Music,Cut,No Crop : 50000000
VSCO : 50000000
Square InPic - Photo Editor & Collage Maker : 50000000
Snapseed : 50000000
Selfie Camera - Photo Editor & Filter & Sticker : 50000000
SNOW - AR Camera : 50000000
Pixlr – Free Photo Editor : 50000000
Pic Collage - Photo Editor : 50000000
PhotoWonder: Pro Beauty Photo Editor Collage Maker : 50000000
Photo Lab Picture Editor: face effects, art frames : 50000000
Photo Effects Pro : 50000000
Photo Editor by Aviary : 50000000
Photo Editor Selfie Camera Filter & Mirror Image : 50000000
Motorola Camera : 50000000
MomentCam Cartoons & Stickers : 50000000
MakeupPlus - Your Own Virtual Makeup Artist : 50000000
Keepsafe Photo Vault: Hide Private Photos & Videos : 50000000
InstaSize Photo Filters & Collage Editor : 50000000
InstaBeauty -Makeup Selfie Cam : 50000000
Boomerang from Instagram : 50000000
Adobe Photoshop Express:Photo Editor Collage Maker : 50000000
ASUS Gallery : 50000000
Wondershare PowerCam : 10000000
Sweet Snap - live filter, Selfie photo edit : 10000000
Sweet Camera - Selfie Filters, Beauty Camera : 10000000
Scoompa Video - Slideshow Maker and Video Editor : 10000000
RetroSelfie - Selfie Editor : 10000000
Retro Camera : 10000000
QuickPic - Photo Gallery with Google Drive Support : 10000000
Pixlr-o-matic : 10000000
PixelLab - Text on pictures : 10000000
PhotoScan by Google Photos : 10000000
PhotoLayers〜Superimpose,Eraser : 10000000
PhotoFunia : 10000000
PhotoDirector Photo Editor App : 10000000
Photo Studio : 10000000
Photo Mixer : 10000000
Photo Frames : 10000000
Photo Frame : 10000000
Photo Editor by BeFunky : 10000000
Photo Editor : 10000000
Photo Collage Maker : 10000000
Photo Collage - Layout Editor : 10000000
Photo Collage - InstaMag : 10000000
Phonto - Text on Photos : 10000000
PIP Selfie Camera Photo Editor : 10000000
Open Camera : 10000000
No Crop & Square for Instagram : 10000000
My Photo Keyboard : 10000000
Mirror Photo:Editor Collage (HD) : 10000000
Meitu – Beauty Cam, Easy Photo Editor : 10000000
Love Collage - Photo Editor : 10000000
LightX Photo Editor & Photo Effects : 10000000
HD Camera for Android : 10000000
HD Camera Ultra : 10000000
GoPro (formerly Capture) : 10000000
Free Slideshow Maker & Video Editor : 10000000
Fotor Photo Editor - Photo Collage & Photo Effects : 10000000
Font Studio- Photo Texts Image : 10000000
Flickr : 10000000
Facejjang : 10000000
FaceApp : 10000000
Face Filter, Selfie Editor - Sweet Camera : 10000000
EyeEm - Camera & Photo Filter : 10000000
Color Touch Effects : 10000000
Candy selfie - photo editor, live filter camera : 10000000
Cameringo Lite. Filters Camera : 10000000
Camera360 Lite - Selfie Camera : 10000000
Camera for Android : 10000000
Camera MX - Free Photo & Video Camera : 10000000
Camera FV-5 Lite : 10000000
Bokeh (Background defocus) : 10000000
Blur Image Background : 10000000
Bestie - Camera360 Selfie : 10000000
Beauty Makeup Snappy Collage Photo Editor - Lidow : 10000000
Background Eraser : 10000000
AfterFocus : 10000000
ASUS PixelMaster Camera : 10000000
A+ Gallery - Photos & Videos : 10000000
Visage Lab – face retouch : 5000000
Sweet Camera : 5000000
SuperPhoto - Effects & Filters : 5000000
Story Saver for Instagram : 5000000
Silent Camera [High Quality] : 5000000
Shutterfly: Free Prints, Photo Books, Cards, Gifts : 5000000
Pretty Makeup, Beauty Photo Editor & Snappy Camera : 5000000
Pixgram- video photo slideshow : 5000000
Picture Grid Builder : 5000000
Photo Editor- : 5000000
Muzy - Share photos & collages : 5000000
Moto Photo Editor : 5000000
MIX by Camera360 : 5000000
Huji Cam : 5000000
High-Speed Camera (GIF,Burst) : 5000000
HD Camera - Best Cam with filters & panorama : 5000000
HD Camera : 5000000
Ghost In Photo : 5000000
Collage&Add Stickers papelook : 5000000
Change photo background : 5000000
Camera ZOOM FX - FREE : 5000000
Blur Image Background Editor (Blur Photo Editor) : 5000000
Blur Image - DSLR focus effect : 5000000
Adobe Photoshop Fix : 5000000
Adobe Illustrator Draw : 5000000
A Better Camera : 5000000
love : 1000000
XDV : 1000000
Waterfall Photo Frames : 1000000
Video Maker with Photo and Music : 1000000
Unicorn Photo : 1000000
Ultimate Background Eraser : 1000000
TouchNote: Cards & Gifts : 1000000
Thumbnail Maker : 1000000
Snapfish : 1000000
Snap Cat Face Camera : 1000000
Six Pack Abs Photo Editor : 1000000
Selfie Photo Editor : 1000000
Selfie Camera: Beauty Camera, Photo Editor,Collage : 1000000
Samsung SMART CAMERA App : 1000000
Pic Stitch - #1 Collage Maker : 1000000
Phogy, 3D Camera : 1000000
Pencil Photo Sketch-Sketching Drawing Photo Editor : 1000000
Night Photo Frame : 1000000
Mega Photo : 1000000
Makeup Photo Editor: Makeup Camera & Makeup Editor : 1000000
Makeup Editor -Beauty Photo Editor & Selfie Camera : 1000000
LightMeter Free : 1000000
LALALAB prints your photos, photobooks and magnets : 1000000
Kids Photo Frames : 1000000
KVAD Camera +: Selfie, Photo Filter, Grids : 1000000
InstaCam - Camera for Selfie : 1000000
Insave-Download for Instagram : 1000000
Hypocam : 1000000
HD Camera Pro for Android : 1000000
HD Camera - silent shutter : 1000000
HD Camera - Quick Snap Photo & Video : 1000000
FreePrints – Free Photos Delivered : 1000000
Footej Camera : 1000000
FilterGrid - Cam&Photo Editor : 1000000
F-Stop Gallery : 1000000
Ez iCam : 1000000
DSLR Camera Hd Ultra Professional : 1000000
Cut Out : Background Eraser and background changer : 1000000
Canon CameraWindow : 1000000
Camera51 - a smarter camera : 1000000
Camera Pro : 1000000
Blur : 1000000
Beauty Makeup – Photo Makeover : 1000000
BQ Camera : 1000000
Auto Background Changer : 1000000
Afterlight : 1000000
Add Watermark Free : 1000000
Add Text To Photo : 1000000
easyFocus : 500000
camera zoom moon : 500000
U Camera : Phone 6s OS 9 style : 500000
Sweet Snap Lite - live filter, Selfie photo editor : 500000
How Do I Look : 500000
Groovebook Photo Books & Gifts : 500000
Garden Photo Frames - Garden Photo Editor : 500000
DU GIF Maker: GIF Maker, Video to GIF & GIF Editor : 500000
Brica BPRO5 AE : 500000
Blurfoto : Auto blur photo background & DSLR focus : 500000
Background Changer & Eraser : 500000
BT Camera : 500000
ez Share Android app : 100000
V.360° Camera : 100000
SportLook : 100000
Picai - Smart AI Camera : 100000
Photo frame : 100000
Gold Teeth Photo Editor : 100000
Fifa World Cup 2018: Photo Frame Editor & DP Maker : 100000
DU Collage Maker - Photo Collage & Grid & Layout : 100000
DSLR Photography Training apps : 100000
DP Maker : 100000
DP Creator for WhatsApp : 100000
Cover Camera for FB : 100000
Camera V7 24 Megapixel : 100000
Black & White Camera - Lovely BW : 100000
B Tiff Viewer : 100000
AZ Camera - Manual Pro Cam : 100000
4K Ultra Camera : 100000
24 megapixel hd camera : 100000
Wifi Action Camera : 50000
Moony Lab - Print Photos, Books & Magnets ™ : 50000
DV Lottery Photo Tool : 50000
DP Status 2017 : 50000
BlitzWolf Shutter - BW Shutter : 50000
B&W Photo Filter Editor : 50000
Z Camera : 10000
Square DP For Whatsapp : 10000
Profile w/o crop for Telegram : 10000
Night Camera Blur Effect : 10000
Leica Q : 10000
FN Cam : 10000
FH WiFiCam : 10000
DSLR camera - Auto Focus and Blur Professional : 10000
DP Photo Editor : 10000
DF Night Selfies : 10000
DENVER ACTION CAM 3 : 10000
Be Fabulous PHOTO BOOTH : 10000
BL 1-Click Camera - Free : 10000
Insta Square Profile DP : 5000
FL Drone 2 : 5000
DP Editor : 5000
CB Edits PNG & CB Backgrounds : 5000
Photo Editor - BPhoto : 1000
Photo BG Changer : 1000
PIP-Camera FN Photo Effect : 1000
Magical Insta DP : 1000
Live DV : 1000
Light Meter - EV : 1000
Leica CL : 1000
FB Photographie : 1000
Dp For FB : 1000
DV-4036 by Somikon : 1000
DS-L4 Viewer : 1000
BK Photography : 1000
Auto Dslr Photo Effect : Auto Focus Effect : 1000
All Types DP & Status Maker : 1000
AEE AP : 1000
Selfie With Champion AJ Style : 500
DC-014 : 500
CB Hair Png - New Hair Png For CB Editing : 500
BC Camera : 500
AI Image Recognizer (beta) : 500
Wallpaper.cz : 100
LC-DB-LITE : 100
FD Fotografia : 100
DV KING 4K : 100
DV KING : 100
CG Prints : 100
CB VIDEO VISION : 100
Blender BG - Photo Blend With Background : 100
BL Portfolio : 100
Analog BW - Camera filter effect foto film retouch : 100
AJ Cam : 100
A.J. Styles HD Wallpapers 2018 : 100
Touch DV : 50
Displaying You VR : 50
i am EB : 10
BG Editor : 5
table_display=[]
for each in play_en_free_cleaned:
if each[1] == 'PRODUCTIVITY':
installers=each[5]
installers=installers.replace("+","")
installers=installers.replace(",","")
installers=int(installers)
tupples=(installers, each[0])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Google Drive : 1000000000
Microsoft Word : 500000000
Google Calendar : 500000000
Dropbox : 500000000
Cloud Print : 500000000
WPS Office - Word, Docs, PDF, Note, Slide & Sheet : 100000000
SwiftKey Keyboard : 100000000
Samsung Notes : 100000000
Microsoft PowerPoint : 100000000
Microsoft Outlook : 100000000
Microsoft OneNote : 100000000
Microsoft OneDrive : 100000000
Microsoft Excel : 100000000
Google Slides : 100000000
Google Sheets : 100000000
Google Keep : 100000000
Google Docs : 100000000
Evernote – Organizer, Planner for Notes & Memos : 100000000
ES File Explorer File Manager : 100000000
ColorNote Notepad Notes : 100000000
CamScanner - Phone PDF Creator : 100000000
Adobe Acrobat Reader : 100000000
myAT&T : 50000000
Verizon Cloud : 50000000
QR Droid : 50000000
My Airtel-Online Recharge, Pay Bill, Wallet, UPI : 50000000
Mobizen Screen Recorder - Record, Capture, Edit : 50000000
MEGA : 50000000
File Browser by Astro (File Manager) : 50000000
Do It Later: Tasks & To-Dos : 50000000
Calculator - unit converter : 50000000
Alarm Clock: Stopwatch & Timer : 50000000
Advanced Task Killer : 50000000
iTranslate Translator & Dictionary : 10000000
aCalendar - Android Phone : 10000000
Wunderlist: To-Do List & Tasks : 10000000
U+Box : 10000000
Todoist: To-do lists for task management & errands : 10000000
S Note : 10000000
QR Scanner & Barcode Scanner 2018 : 10000000
Polaris Office - Word, Docs, Sheets, Slide, PDF : 10000000
Notepad & To do list : 10000000
Notepad : 10000000
NQ Mobile Security & Antivirus : 10000000
MyVodafone (India) - Online Recharge & Pay Bills : 10000000
Mobile Security: Antivirus, Web Scan & App Lock : 10000000
Mobile Security & Antivirus : 10000000
Metro name iD : 10000000
LOCX Applock Lock Apps & Photo : 10000000
Keeper: Free Password Manager & Secure Vault : 10000000
Jorte Calendar & Organizer : 10000000
HTC Mail : 10000000
HTC File Manager : 10000000
HTC Calendar : 10000000
Google PDF Viewer : 10000000
Google Assistant : 10000000
Fake Call - Fake Caller ID : 10000000
Easy Voice Recorder : 10000000
Chrome Beta : 10000000
CM FILE MANAGER HD : 10000000
AutoCAD - DWG Viewer & Editor : 10000000
Any.do: To-do list, Calendar, Reminders & Planner : 10000000
AndroZip™ FREE File Manager : 10000000
All-In-One Toolbox: Cleaner, Booster, App Manager : 10000000
AVG Cleaner – Speed, Battery & Memory Booster : 10000000
AT&T Mobile Transfer : 10000000
ASUS SuperNote : 10000000
ASUS Quick Memo : 10000000
ASUS Calling Screen : 10000000
APUS Booster - Space Cleaner & Booster : 10000000
lifebox : 5000000
Yandex.Disk : 5000000
Ultimate Notepad : 5000000
Trello : 5000000
To Do List : 5000000
The Maner : 5000000
PDF Viewer & Book Reader : 5000000
Note Everything : 5000000
My Claro Peru : 5000000
Microsoft Translator : 5000000
MediaFire : 5000000
Keep My Notes - Notepad & Memo : 5000000
Ginger Keyboard - Emoji, GIFs, Themes & Games : 5000000
G Cloud Backup : 5000000
EBookDroid - PDF & DJVU Reader : 5000000
DigiCal Calendar Agenda : 5000000
Content Transfer : 5000000
Clean My Android : 5000000
Calendar Widget Month + Agenda : 5000000
Business Calendar 2 : 5000000
Archos File Manager : 5000000
pCloud: Free Cloud Storage : 1000000
e-Boks.dk : 1000000
Ultimate Chest Tracker : 1000000
Today Calendar 2017 : 1000000
To-Do List Widget : 1000000
To-Do Calendar Planner : 1000000
To Do Reminder with Alarm : 1000000
Time Recording - Timesheet App : 1000000
TickTick: To Do List with Reminder, Day Planner : 1000000
S’more - Earn Cash Rewards : 1000000
SugarSync : 1000000
Sticky Note + : Sync Notes : 1000000
Squid - Take Notes & Markup PDFs : 1000000
Solid Explorer File Manager : 1000000
Solid Explorer Classic : 1000000
Smart File Manager : 1000000
Simple Notepad : 1000000
Security & Privacy : 1000000
Resume Free : 1000000
Pushbullet - SMS on PC : 1000000
Power Booster - Junk Cleaner & CPU Cooler & Boost : 1000000
Planner Pro-Personal Organizer : 1000000
Phone Clean Best Speed Booster : 1000000
NoteToDo. Notes. To do list : 1000000
New Calendar : 1000000
Můj T-Mobile Business : 1000000
MyMTN : 1000000
Multiling O Keyboard + emoji : 1000000
Microsoft To-Do: List, Task & Reminder : 1000000
Mahalaxmi Dindarshika 2018 : 1000000
Lyra Virtual Assistant : 1000000
Loop - Habit Tracker : 1000000
JotterPad - Writer, Screenplay, Novel : 1000000
IFTTT : 1000000
Hacker's Keyboard : 1000000
Google AdSense : 1000000
Extreme- Personal Voice Assistant : 1000000
Epson iProjection : 1000000
Emoji Android L Keyboard : 1000000
EX File Explorer File Manager : 1000000
ES Material Theme for Pro : 1000000
Do it (Tomorrow) : 1000000
Dashlane Free Password Manager : 1000000
DS file : 1000000
Cozi Family Organizer : 1000000
Chrome Canary (Unstable) : 1000000
Chelsea FC Official Keyboard : 1000000
Calendar+ Schedule Planner App : 1000000
Cal - Google Calendar + Widget : 1000000
CY Security Antivirus Cleaner : 1000000
Avast Wi-Fi Finder : 1000000
Amazon Drive : 1000000
Adobe Fill & Sign: Easy PDF Form Filler : 1000000
Adblock Fast : 1000000
ALL-IN-ONE PACKAGE TRACKING : 1000000
AL Voice Recorder : 1000000
Ultimate Calculator for CR : 500000
Time Planner - Schedule, To-Do List, Time Tracker : 500000
T-Mobile Content Transfer : 500000
Q Link Wireless Zone : 500000
Planning Center Services : 500000
Official QR Code® Reader "Q" : 500000
My Effectiveness: To do, Tasks : 500000
Memory Helper - To do list, Notepad, Notes, Memo : 500000
ES Holo Theme for Pro : 500000
DS cam : 500000
Ad Detect Plugin - Handy Tool : 500000
A-Z App Store : 500000
7 Weeks - Habit & Goal Tracker : 500000
cm, mm to inch, feet converter tool : 100000
Unclouded - Cloud Manager : 100000
Total AV : 100000
TIMBER AD FILTER - Very useful ad block app : 100000
Synology Drive : 100000
Resume Builder and CV maker app : 100000
Pocket RxTx Free : 100000
MyLifeOrganized: To-Do List : 100000
Inch/cm/Foot Conversion : 100000
Ike - To-Do List, Task List : 100000
IQ Test : 100000
IDM for Facebook ★ Downloader : 100000
IDM Internet Download Manager : 100000
Goal Meter: Goal Tracker, Habit Changer,To-Do List : 100000
Future Cloud : 100000
Friday: Smart Personal Assistant : 100000
File Explorer : 100000
Exército Brasileiro : 100000
EZ Switch Widget : 100000
EZ File Manager(Root Explorer) : 100000
ES Disk Analyzer - Storage Space : 100000
Dz Dinars Numbers to letters : 100000
Dr.Android Repair Master 2017 : 100000
Download Manager Pro FREE : 100000
Do Not Disturb : 100000
DS note : 100000
Clean My House – Chore To Do List, Task Scheduler : 100000
Calculator L : 100000
Bits Watch Face : 100000
Best Applock - Locker & No Ads : 100000
2Do - Reminders, To-do List & Notes : 100000
WiFi-o-Matic : 50000
WFVS 2018 | WhatApp Full Video Status & Downloader : 50000
U Assist - Screen Mirroring & Sharing App : 50000
To-do list : 50000
Safe Notes - Secure Ad-free notepad : 50000
SH Script Runner : 50000
Numbers Into Words : 50000
My C Spire : 50000
MultiMessage for FB Messenger : 50000
Inputting Plus: Ctrl + Z/F/C/V : 50000
EZ Display : 50000
ESLock File Recovery Lite : 50000
CTRL-F - Search the real world : 50000
BJ Memo Widget : 50000
Add-On: Alcatel (h) : 50000
ai.Bot Box : 10000
Wi-Fi Networks : 10000
Trimble DL : 10000
Trimble Ag Mobile : 10000
Tap N Pay : 10000
Solar CT PV System Power : 10000
Remote Control For All AC - Universal Remote : 10000
N Files - File Manager & Explorer : 10000
Mix Tank – Tank Mixing Ag App : 10000
Larry H Miller Automotive : 10000
Eurostat Country Profiles : 10000
Electricity Bill Calculator BD : 10000
EZ Inspections : 10000
EC Taximeter : 10000
DG Report Reminder : 10000
Curriculum Vitae - Resume CV : 10000
CD Library : 10000
Alt-C : 10000
Turbo AI™ - Personal assistant : 5000
Resume & CV Creator by Desygner : 5000
R-net for Android : 5000
Mind Map AR, Augmented Reality ARCore Mind Mapping : 5000
EU Economy : 5000
ESS Mobile for AE : 5000
CG - Calendars Add-On : 5000
Bomb and Nade Timer for CS:GO : 5000
BA Calculator : 5000
Air Conditioner Maintenance : 5000
Add-On: bq (a) : 5000
AP ENPS Mobile : 5000
Simple EV Calc : 1000
Sai Baba - Sabka Malik Ek : 1000
Safe Wi-Fi : 1000
Puck AI Personal Assistant Robot : 1000
Professional AV Solution & Products information : 1000
New Holland Agriculture T5 EC : 1000
My CU - Caucasus University : 1000
Krypton by krypt.co : 1000
Fayr - Co-Parenting Simplified : 1000
FQ METER : 1000
FL House : 1000
EZ Notes Lite : 1000
EF Calculator : 1000
DS-20000S : 1000
DG Phone Call Task Switcher : 1000
DB Manager : 1000
Commission Manager : 1000
CircleCI Viewer : 1000
Charlotte County, FL : 1000
Calendars (En, Bn, Ar) : 1000
CG - Conference Call Add-On : 1000
CA World '17 : 1000
BG+Phone Backup : 1000
BD Field Force : 1000
BD Attendance : 1000
Ag PhD Soils : 1000
Add-On: bq (c) : 1000
Add-On: bq (b) : 1000
AI Sight : 1000
Tips Microsoft Dynamics Ax : 500
Q Actions - Digital Assistant : 500
IP address BW : 500
Florida Cooling Supply HVAC : 500
Fast Notes FJ : 500
Ek Vote : 500
EY Events Switzerland : 500
EY ATL Fuel Calculator : 500
DT Manager : 500
DN Events : 500
CP Connect 2.0 : 500
CJ Wilson's ZoomZoomnation : 500
BZ Dealer : 500
iReadMe : 100
ec-Work : 100
eG Monitor : 100
Town of Princeton, BC : 100
Tips & Tricks Dynamics AX 365 : 100
Thistletown CI : 100
Somos CG : 100
SCS eC : 100
RoutePlan.cz : 100
Register.ca Mobile : 100
MiAI (Artificial Intelligence) Assistant : 100
Mat|r viewer : 100
K-App Mitarbeiter Galeria Kaufhof : 100
J. Polep Plus Mobile : 100
Fort Myers FL : 100
ES Billing System (Offline App) : 100
EP Home Energy Hub : 100
EG : 100
EF Staff : 100
DG Users : 100
DF-Server Mobile : 100
Cx Wize : 100
CJ'S TIRE AND AUTO INC. : 100
CI Time : 100
CI Remote for Go : 100
CI CAFETERIAS UBER : 100
Builder (by Engineer.ai) : 100
BW-IVMS : 100
BV Mobile Apps : 100
Ag Trucking Mobile App : 100
Ag Guardian : 100
My Ag Report : 50
MY GULFPORT FL : 50
EY Team Connect : 50
EB Scanner : 50
CX Summit : 50
CT CONNECT : 50
CONNECT: The Mobile CX Summit : 50
CE SODEXO PASS FRANCE : 50
BN DB1 App : 50
BAMMS for BM 1Park : 50
SKIN BK : 10
PLMGSS FR : 10
My CG : 10
MinT BI : 10
EU Brazil Green Business Forum : 10
ER Assist : 10
EP Cloud : 10
EI! : 10
EC QR : 10
DV Web Design Tips : 10
CQ Ukraine : 10
BW t&t : 10
BW Ultra : 10
BN Inscript Improved Keyboard : 10
BN Inscript Improved Input keyboard : 10
BM Interventi : 10
BAMMS for BM SQ : 10
AQ Guards : 10
APagri CD : 10
ACCEPT CE MARKING : 10
Shaggy's DM Assistant : 5
FK Events : 5
EC Sampler : 1
DZ Register : 1
DT Freight : 1
CQ Electrical Group : 1
table_display=[]
for each in play_en_free_cleaned:
if each[1] == 'GAME':
installers=each[5]
installers=installers.replace("+","")
installers=installers.replace(",","")
installers=int(installers)
tupples=(installers, each[0])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Subway Surfers : 1000000000
Temple Run 2 : 500000000
Pou : 500000000
My Talking Tom : 500000000
Candy Crush Saga : 500000000
slither.io : 100000000
Zombie Tsunami : 100000000
Yes day : 100000000
Vector : 100000000
Trivia Crack : 100000000
Traffic Racer : 100000000
Temple Run : 100000000
Talking Tom Gold Run : 100000000
Super Mario Run : 100000000
Sonic Dash : 100000000
Sniper 3D Gun Shooter: Free Shooting Games - FPS : 100000000
Smash Hit : 100000000
Skater Boy : 100000000
Shadow Fight 2 : 100000000
Score! Hero : 100000000
Roll the Ball® - slide puzzle : 100000000
Pokémon GO : 100000000
Plants vs. Zombies FREE : 100000000
Piano Tiles 2™ : 100000000
PAC-MAN : 100000000
My Talking Angela : 100000000
Modern Combat 5: eSports FPS : 100000000
Mobile Legends: Bang Bang : 100000000
Lep's World 2 🍀🍀 : 100000000
Jetpack Joyride : 100000000
Hungry Shark Evolution : 100000000
Hill Climb Racing 2 : 100000000
Hill Climb Racing : 100000000
Helix Jump : 100000000
Glow Hockey : 100000000
Geometry Dash Lite : 100000000
Garena Free Fire : 100000000
Fruit Ninja® : 100000000
Flow Free : 100000000
Extreme Car Driving Simulator : 100000000
Dream League Soccer 2018 : 100000000
Dr. Driving : 100000000
Cut the Rope FULL FREE : 100000000
Crossy Road : 100000000
Cooking Fever : 100000000
Clash of Clans : 100000000
Clash Royale : 100000000
Candy Crush Soda Saga : 100000000
Bus Rush: Subway Edition : 100000000
Bike Race Free - Top Motorcycle Racing Games : 100000000
Banana Kong : 100000000
Asphalt 8: Airborne : 100000000
Ant Smasher by Best Cool & Fun Games : 100000000
Angry Birds Star Wars : 100000000
Angry Birds Rio : 100000000
Angry Birds Classic : 100000000
Angry Birds 2 : 100000000
Agar.io : 100000000
8 Ball Pool : 100000000
► MultiCraft ― Free Miner! 👍 : 50000000
Zynga Poker – Texas Holdem : 50000000
Words With Friends Classic : 50000000
Word Search : 50000000
War Robots : 50000000
UNO ™ & Friends : 50000000
Toy Truck Rally 3D : 50000000
Toy Blast : 50000000
Swamp Attack : 50000000
Summoners War : 50000000
Snake VS Block : 50000000
Shoot Hunter-Gun Killer : 50000000
Rolling Sky : 50000000
Red Ball 4 : 50000000
Racing in Car 2 : 50000000
Racing Moto : 50000000
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Blackjack aj Poker : 1000
BZ Zombie VR : 1000
BW-DGS plugin : 1000
BJ Bridge Standard American 2018 : 1000
B@dL!bs Lite : 1000
Axetatic - Axe Throwing Game : 1000
Axe Man : 1000
Alex & Co Quiz : 1000
AK Blackjack : 1000
AE Fishing Hunter : 1000
2-Player Co-op Zombie Shoot : 1000
Word Hunt : 500
Racing CX : 500
R-EU-READY : 500
Ludo Dz : 500
J Balvin Piano Tiles : 500
DC Universe Quiz : 500
Basic Strategy Training BJ 21 : 500
Baby Game Animal Jam Free : 500
BJ card game blackjack : 500
AK-47 Assult Rifle: Gun Shooting Simulator Game : 500
Sniper Gun Shot 3D: Impossible Missions : 100
Shoot! DX - lights for FREE : 100
Mad Dash Fo' Cash : 100
Gate Of Death Ep: 1 : 100
Flippy Axe : Flip The Knife & Axe Simulator : 100
Elite Commando Shooting War : 100
EF Jumper : 100
Driving Cars Simulator Citroen : 100
DZ-JOKER : 100
DF Squid : 100
Countries of the European Union (Quiz) : 100
CP Trivia : 100
BU HANGİ ŞARKI ? - 2018 : 100
BS Tractor : 100
BS Chopper : 100
BL!TZ - Endless : 100
BJ Strategy Tester : 100
Axe Champ Hit : 100
Invasion: Defend EU : 50
Fo Fo Fish : 50
Cyborg AX-001 : 50
Bu Nedir ? : 50
Bu Hangi Oyun ? : 50
Bi-Tank : 50
BZ Fingers : 50
Axe Throw: Flip Champ Axes Champion Throwing Games : 50
Axe Champs! Wars : 50
Animal Hunting: Sniper Shooting : 50
Trovami se ci riesci : 10
Out of Bounds BH Demo : 10
Nedir Bu ? : 10
Monster Ride Pro : 10
FK (FlightKid) : 10
FG SPINNER : 10
Ew, the small alien : 10
EC Mover : 10
DM Adventure : 10
CQ: Lost In Transmission : 10
Bu Hangi Ünlü? : 10
BW Switch : 10
BL-ED: From BLUE to RED : 10
211:CK Lite : 10
Brick Breaker BR : 5
Ay Vamos - PJ. Balvin - Piano : 5
table_display=[]
for each in play_en_free_cleaned:
if each[1] == 'BOOKS_AND_REFERENCE':
installers=each[5]
installers=installers.replace("+","")
installers=installers.replace(",","")
installers=int(installers)
tupples=(installers, each[0])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
Google Play Books : 1000000000
Wattpad 📖 Free Books : 100000000
Bible : 100000000
Audiobooks from Audible : 100000000
Amazon Kindle : 100000000
Wikipedia : 10000000
Spanish English Translator : 10000000
Quran for Android : 10000000
Oxford Dictionary of English : Free : 10000000
NOOK: Read eBooks & Magazines : 10000000
Moon+ Reader : 10000000
JW Library : 10000000
HTC Help : 10000000
FBReader: Favorite Book Reader : 10000000
English Hindi Dictionary : 10000000
English Dictionary - Offline : 10000000
Dictionary.com: Find Definitions for English Words : 10000000
Dictionary - Merriam-Webster : 10000000
Dictionary : 10000000
Cool Reader : 10000000
Aldiko Book Reader : 10000000
Al-Quran (Free) : 10000000
Al'Quran Bahasa Indonesia : 10000000
Al Quran Indonesia : 10000000
Read books online : 5000000
English to Hindi Dictionary : 5000000
Ebook Reader : 5000000
Dictionary - WordWeb : 5000000
Bible KJV : 5000000
Ancestry : 5000000
AlReader -any text book reader : 5000000
Al Quran : EAlim - Translations & MP3 Offline : 5000000
50000 Free eBooks & Free AudioBooks : 5000000
wikiHow: how to do anything : 1000000
eBoox: book reader fb2 epub zip : 1000000
Stats Royale for Clash Royale : 1000000
Satellite AR : 1000000
ReadEra – free ebook reader : 1000000
Oxford A-Z of English Usage : 1000000
My Little Pony AR Guide : 1000000
Koran Read &MP3 30 Juz Offline : 1000000
Hafizi Quran 15 lines per page : 1000000
Golden Dictionary (EN-AR) : 1000000
Free Books - Spirit Fanfiction and Stories : 1000000
FamilySearch Tree : 1000000
English-Myanmar Dictionary : 1000000
EGW Writings : 1000000
Cloud of Books : 1000000
Brilliant Quotes: Life, Love, Family & Motivation : 1000000
Book store : 1000000
All Maths Formulas : 1000000
All Language Translator Free : 1000000
Al Quran Al karim : 1000000
Youboox - Livres, BD et magazines : 500000
SDA Sabbath School Quarterly : 500000
Recipes of Prophetic Medicine for free : 500000
Only 30 days in English, the guideline is guaranteed : 500000
Offline: English to Tagalog Dictionary : 500000
NOOK Audiobooks : 500000
NOOK App for NOOK Devices : 500000
Google I/O 2018 : 500000
Golden Dictionary (FR-AR) : 500000
Flybook : 500000
English to Urdu Dictionary : 500000
English Persian Dictionary : 500000
English Grammar Complete Handbook : 500000
Azpen eReader : 500000
Al-Quran 30 Juz free copies : 500000
Al Quran (Tafsir & by Word) : 500000
cloudLibrary : 100000
V Made : 100000
URBANO V 02 instruction manual : 100000
Surah Al-Waqiah : 100000
Sabbath School : 100000
Pdf Book Download - Read Pdf Book : 100000
Offline English Dictionary : 100000
Litnet - E-books : 100000
Hymnes et Louanges : 100000
How to Write CV : 100000
Hisnul Al Muslim - Hisn Invocations & Adhkaar : 100000
Guide (for X-MEN) : 100000
Free Panda Radio Music : 100000
Free Book Reader : 100000
English translation from Bengali : 100000
EGW Writings 2 : 100000
Download free book with green book : 100000
Bible with EGW Comments : 100000
BakaReader EX : 100000
Aab e Hayat Full Novel : 100000
eBoox new: Reader for fb2 epub zip books : 50000
SH-02J Owner's Manual (Android 8.0) : 50000
La citadelle du musulman : 50000
Fertilizer Removal By Crop : 50000
EZ Quran : 50000
E-Book Read - Read Book for free : 50000
DV 2019 - EDV Photo & Form : 50000
C Programs and Reference : 50000
C Programs Handbook : 50000
Bible du Semeur-BDS (French) : 50000
Al-Muhaffiz : 50000
TN Patta Citta & EC : 10000
R Language Reference Guide : 10000
Kristian Hla Bu : 10000
Kinot & Eichah for Tisha B'Av : 10000
Guide for DB Xenoverse 2 : 10000
Guide for DB Xenoverse : 10000
English To Shona Dictionary : 10000
Easy Cv maker 2018 : 10000
DV 2019 Entry Guide : 10000
DM Screen : 10000
Bulgarian French Dictionary Fr : 10000
Borneo Bible, BM Bible : 10000
Bootable Methods(USB-CD-DVD) : 10000
BR Ambedkar Biography & Quotes : 10000
BD All Sim Offer : 10000
B&H Kids AR : 10000
Ay Mohabbat Teri Khatir Novel : 10000
Ay Hasnain k Nana Milad Naat : 10000
Anonymous caller detection : 10000
Ag PhD Field Guide : 10000
Ag PhD Deficiencies : 10000
Ae Allah na Dai (Rasa) : 10000
AP Stamps and Registration : 10000
Learn R Programming Full : 5000
Learn CT Scan Of Head : 5000
Fanfic-FR : 5000
FA Part 1 & 2 Past Papers Solved Free – Offline : 5000
EC - AP & Telangana : 5000
Duaa Ek Ibaadat : 5000
DC HSEMA : 5000
CA Laws 2018 (California Laws and Codes) : 5000
Browsery by Barnes & Noble : 5000
Bilingual Dictionary Audio App : 5000
B y H Niños ES : 5000
AY Sing : 5000
AW Tozer Devotionals - Daily : 5000
AC Air condition Troubleshoot,Repair,Maintenance : 5000
bp e-store : 1000
Tozer Devotional -Series 1 : 1000
The SCP Foundation DB fr nn5n : 1000
The Pursuit of God : 1000
SA HLA BU : 1000
R Quick Reference Big Data : 1000
R Programing Offline Tutorial : 1000
Painting Lulu DC Super Friends : 1000
La Fe de Jesus : 1000
Greek Bible FP (Audio) : 1000
Florida Statutes (FL Code) : 1000
Florida - Pocket Brainbook : 1000
Fix Error Google Playstore : 1000
EU Data Protection : 1000
EU Charter : 1000
EP Research Service : 1000
EB Annual Meetings : 1000
Dr. Doug's Tips : 1000
DV 2018 Winners Guide : 1000
DC Public Library : 1000
D. H. Lawrence Poems FREE : 1000
Chemin (fr) : 1000
CW Nuclear : 1000
C Offline Tutorial : 1000
BM Box : 1000
BD Fishpedia : 1000
Arizona Statutes, ARS (AZ Law) : 1000
Ag PhD Soybean Diseases : 1000
Ag PhD Planting Population Calculator : 1000
AE Bulletins : 1000
SDA Collegiate Quarterly : 500
Modlitební knížka CZ : 500
Learn SAP BW on HANA : 500
Learn SAP BW : 500
Le Fe de Jesus : 500
La Fe de Jesús : 500
Catholic La Bu Zo Kam : 500
MOD Black for BM : 100
EU IP Codes : 100
Cypress College Library : 100
CompactiMa EC pH Calibration : 100
BU Alsace : 100
Anime Mod for BM : 100
GATE 21 years CS Papers(2011-2018 Solved) : 50
A-J Media Vault : 50
Learn R Programming : 10
Khrifa Hla Bu (Solfa) : 10
Guide for IMS DB : 10
CY Spray nozzle : 10
Guide for R Programming : 5
EW PDF : 5
CZ-Help : 5
BibleRead En Cy Zh Yue : 5
table_display=[]
for each in play_en_free_cleaned:
if each[1] == 'FOOD_AND_DRINK':
installers=each[5]
installers=installers.replace("+","")
installers=installers.replace(",","")
installers=int(installers)
tupples=(installers, each[0])
table_display.append(tupples)
table_sorted = sorted(table_display, reverse = True)
for entry in table_sorted:
print(entry[1], ':', entry[0]) # print name and number of ratings, ordered
foodpanda - Local Food Delivery : 10000000
Zomato - Restaurant Finder and Food Delivery App : 10000000
Uber Eats: Local Food Delivery : 10000000
Tastely : 10000000
Starbucks : 10000000
Pizza Hut : 10000000
McDonald's - McDonald's Japan : 10000000
McDonald's : 10000000
Foursquare City Guide : 10000000
Domino's Pizza USA : 10000000
Delivery yogi. : 10000000
Cookpad - FREE recipe search makes fun cooking · musical making! : 10000000
Cookpad : 10000000
TheFork - Restaurants booking and special offers : 5000000
Talabat: Food Delivery : 5000000
OpenTable: Restaurants Near Me : 5000000
Grubhub: Food Delivery : 5000000
Delivery trough - delivery trough delivery trough : 5000000
Delivery Club-food delivery: pizza, sushi, burger, salad : 5000000
Cookbook Recipes : 5000000
Chick-fil-A : 5000000
Chef - Recipes & Cooking : 5000000
Allrecipes Dinner Spinner : 5000000
hellofood - Food Delivery : 1000000
Yummly Recipes & Shopping List : 1000000
Wendy’s – Food and Offers : 1000000
Seamless Food Delivery/Takeout : 1000000
SUBWAY® : 1000000
SONIC Drive-In : 1000000
Refreshing app Free application that can use deal coupons : 1000000
Pyaterochka : 1000000
Postmates Food Delivery: Order Eats & Alcohol : 1000000
Pastry & Cooking (Without Net) : 1000000
Panera Bread : 1000000
OpenRice : 1000000
My CookBook (Recipe Manager) : 1000000
Kitchen Stories - Recipes & Cooking : 1000000
Instacart: Grocery Delivery : 1000000
HungerStation : 1000000
GialloZafferano: Recipes : 1000000
Eat24 Food Delivery & Takeout : 1000000
Eat Fast Prepare "Without Internet" : 1000000
Dunkin' Donuts : 1000000
Dr. Oetker recipe ideas : 1000000
DoorDash - Food Delivery : 1000000
Delicious Recipes : 1000000
DELISH KITCHEN - FREE recipe movies make food fun and easy! : 1000000
BigOven Recipes, Meal Planner, Grocery List & More : 1000000
BeyondMenu Food Delivery : 1000000
Whataburger : 500000
Simple Recipes : 500000
Recipes Pastries and homemade pies More than 500 recipes for pastries : 500000
Little Caesars : 500000
Frigo Magic: Easy recipe idea and anti-waste : 500000
Debonairs Pizza : 500000
ChefTap Recipes & Grocery List : 500000
delivery.com: Order Food, Alcohol & Laundry : 100000
Recipe Keeper : 100000
Om Waleed Sweets : 100000
My Recipes Cookbook : RecetteTek : 100000
IHOP® : 100000
Healthy Recipes Free : 100000
El Pollo Loco - Loco Rewards : 100000
EatStreet Food Delivery App : 100000
Easy and quick desserts : 100000
Easy Recipes : 100000
Dairy Queen : 100000
DQ Texas : 100000
Caviar - Food Delivery : 100000
Baskin-Robbins : 100000
BURGER KING® Puerto Rico : 100000
Arby's : 100000
9th stage : 100000
3D Metal Piano Keys Keyboard Theme : 100000
Zaatar w Zeit : 50000
SarashpazPapion (Cooking with Chef Bowls) : 50000
Recettes Faciles et Rapides : 50000
Popeyes® App : 50000
Munchery: Chef Crafted Fresh Food Delivered : 50000
Easy and Fast Recipes : 50000
Easy Healthy Recipes : 50000
¿Es Vegan? : 10000
Sumine side dish - dish recipe side dish : 10000
Q-Tech Companion App : 10000
McDelivery Cyprus : 10000
Gâteau au yaourt : 10000
B.GOOD : 10000
Au Bon Pain : 10000
50 Healthy Slow Cooker Recipes : 10000
Bar-B-Q Recipes : 5000
Woody's Bar-B-Q : 1000
A&W Restaurants : 1000
Coupons for Burger King : 500
BH Recepti : 500
Jimbo's Pit Bar B-Q : 100
Food-Aw - Order Food Online in Aruba : 100
Coupons for Dairy Queen : 100
BH Açaí : 100
BAR-B-Q Recipes : 100
Miller's Bar B-Q : 50
Bar-B-Q Rib House : 50
BQ Wings : 50
AV Anthony's : 50
Sommelier.BG : 10
Santa Fe Espresso & News : 10
CJ Infinity : 10
BG Burger : 10
Texas Bar-B-Q Rewards : 5
AJ-COMICS : 5
orderin.bm : 1