opened_file_appstore = open("E:/Don't Delete/Desktop/AppleStore.csv", encoding='utf8')
from csv import reader
read_file_appstore = reader(opened_file_appstore)
appstore_data = list(read_file_appstore)
opened_file_googleplay = open("E:/Don't Delete/Desktop/googleplaystore.csv", encoding = 'utf8')
read_file_googleplay = reader(opened_file_googleplay)
googleplay_data = list(read_file_googleplay)
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('Number of columns:', len(dataset[0]))
app_store = explore_data(appstore_data[1:], 0, 5, rows_and_columns = True)
google_play = explore_data(googleplay_data[1:], 0, 5, rows_and_columns = True)
print(app_store)
print(google_play)
['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'] ['284035177', 'Pandora - Music & Radio', '130242560', 'USD', '0.0', '1126879', '3594', '4.0', '4.5', '8.4.1', '12+', 'Music', '37', '4', '1', '1'] Number of rows: 7197 Number of columns: 16 ['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'] ['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: 10841 Number of columns: 13 None None
print('App Store dataset column names:',appstore_data[0])
print('Google Play Store dataset column names:', googleplay_data[0])
App Store dataset column 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'] Google Play Store dataset column names: ['App', 'Category', 'Rating', 'Reviews', 'Size', 'Installs', 'Type', 'Price', 'Content Rating', 'Genres', 'Last Updated', 'Current Ver', 'Android Ver']
print(googleplay_data[10473])
['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']
del googleplay_data[10473]
for app in googleplay_data[1:]:
name = app[0]
if name == 'Instagram':
print(app)
['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']
duplicate_apps = []
unique_apps = []
for app in googleplay_data[1:]:
name = app[0]
if name in unique_apps:
duplicate_apps.append(name)
else:
unique_apps.append(name)
print('Number of duplicate rows:', len(duplicate_apps))
print('Names of duplicate rows:', duplicate_apps[:10])
Number of duplicate rows: 1181 Names of duplicate rows: ['Quick PDF Scanner + OCR FREE', 'Box', 'Google My Business', 'ZOOM Cloud Meetings', 'join.me - Simple Meetings', 'Box', 'Zenefits', 'Google Ads', 'Google My Business', 'Slack']
reviews_max = {}
for app in googleplay_data[1:]:
name = app[0]
n_reviews = float(app[3])
if name in reviews_max and n_reviews > reviews_max[name]:
reviews_max[name] = n_reviews
if name not in reviews_max:
reviews_max[name] = n_reviews
print(len(reviews_max))
9659
android_clean = []
already_added = []
for app in googleplay_data[1:]:
name = app[0]
n_reviews = float(app[3])
if (n_reviews == reviews_max[name]) and (name not in already_added):
android_clean.append(app)
already_added.append(name)
print(len(android_clean))
android_clean[:5]
9659
[['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'], ['Paper flowers instructions', 'ART_AND_DESIGN', '4.4', '167', '5.6M', '50,000+', 'Free', '0', 'Everyone', 'Art & Design', 'March 26, 2017', '1.0', '2.3 and up']]
def check_string(string):
for character in string:
ascii_no = ord(character)
if ascii_no > 127:
return False
return True
print(check_string('Instagram'))
print(check_string('爱奇艺PPS -《欢乐颂2》电视剧热播'))
print(check_string('Docs To Go™ Free Office Suite'))
print(check_string('Instachat 😜'))
True False False False
def check_string(string):
ch_no = 0
for character in string:
ascii_no = ord(character)
if ascii_no > 127:
ch_no += 1
if ch_no > 3:
return False
else:
return True
print(check_string('Instagram'))
print(check_string('爱奇艺PPS -《欢乐颂2》电视剧热播'))
print(check_string('Docs To Go™ Free Office Suite'))
print(check_string('Instachat 😜'))
True False True True
android_english = []
ios_english = []
for app in android_clean:
name = app[0]
if check_string(name):
android_english.append(app)
for app in appstore_data[1:]:
name = app[1]
if check_string(name):
ios_english.append(app)
explore_data(ios_english, 0, 5, True)
print('\n')
explore_data(android_english, 0, 5, True)
['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'] ['284035177', 'Pandora - Music & Radio', '130242560', 'USD', '0.0', '1126879', '3594', '4.0', '4.5', '8.4.1', '12+', 'Music', '37', '4', '1', '1'] Number of rows: 6183 Number of columns: 16 ['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'] ['Paper flowers instructions', 'ART_AND_DESIGN', '4.4', '167', '5.6M', '50,000+', 'Free', '0', 'Everyone', 'Art & Design', 'March 26, 2017', '1.0', '2.3 and up'] Number of rows: 9614 Number of columns: 13
ios_final = []
android_final = []
for app in android_english:
price = app[7]
if price == '0':
android_final.append(app)
for app in ios_english:
price = app[4]
if price == '0.0':
ios_final.append(app)
print('Number of rows in App Store dataset:', len(ios_final))
print('Number of rows in Google Play Store dataset:', len(android_final))
Number of rows in App Store dataset: 3222 Number of rows in Google Play Store dataset: 8864
def freq_table(dataset, index):
dict_1 = {}
total = 0
for element in dataset:
total +=1
value = element[index]
if value in dict_1:
dict_1[value] += 1
else:
dict_1[value] = 1
dict_percentages = {}
for key in dict_1:
percentage = (dict_1[key] / total) * 100
dict_percentages[key] = percentage
return dict_percentages
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])
display_table(ios_final, index = -5)
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
display_table(android_final , index = -4)
Tools : 8.449909747292418 Entertainment : 6.069494584837545 Education : 5.347472924187725 Business : 4.591606498194946 Productivity : 3.892148014440433 Lifestyle : 3.892148014440433 Finance : 3.7003610108303246 Medical : 3.531137184115524 Sports : 3.463447653429603 Personalization : 3.3167870036101084 Communication : 3.2378158844765346 Action : 3.1024368231046933 Health & Fitness : 3.0798736462093865 Photography : 2.944494584837545 News & Magazines : 2.7978339350180503 Social : 2.6624548736462095 Travel & Local : 2.3240072202166067 Shopping : 2.2450361010830324 Books & Reference : 2.1435018050541514 Simulation : 2.0419675090252705 Dating : 1.861462093862816 Arcade : 1.8501805054151623 Video Players & Editors : 1.7712093862815883 Casual : 1.7599277978339352 Maps & Navigation : 1.3989169675090252 Food & Drink : 1.2409747292418771 Puzzle : 1.128158844765343 Racing : 0.9927797833935018 Role Playing : 0.9363718411552346 Libraries & Demo : 0.9363718411552346 Auto & Vehicles : 0.9250902527075812 Strategy : 0.9138086642599278 House & Home : 0.8235559566787004 Weather : 0.8009927797833934 Events : 0.7107400722021661 Adventure : 0.6768953068592057 Comics : 0.6092057761732852 Beauty : 0.5979241877256317 Art & Design : 0.5979241877256317 Parenting : 0.4963898916967509 Card : 0.45126353790613716 Casino : 0.42870036101083037 Trivia : 0.41741877256317694 Educational;Education : 0.39485559566787 Board : 0.3835740072202166 Educational : 0.3722924187725632 Education;Education : 0.33844765342960287 Word : 0.2594765342960289 Casual;Pretend Play : 0.236913357400722 Music : 0.2030685920577617 Racing;Action & Adventure : 0.16922382671480143 Puzzle;Brain Games : 0.16922382671480143 Entertainment;Music & Video : 0.16922382671480143 Casual;Brain Games : 0.13537906137184114 Casual;Action & Adventure : 0.13537906137184114 Arcade;Action & Adventure : 0.12409747292418773 Action;Action & Adventure : 0.10153429602888085 Educational;Pretend Play : 0.09025270758122744 Simulation;Action & Adventure : 0.078971119133574 Parenting;Education : 0.078971119133574 Entertainment;Brain Games : 0.078971119133574 Board;Brain Games : 0.078971119133574 Parenting;Music & Video : 0.06768953068592057 Educational;Brain Games : 0.06768953068592057 Casual;Creativity : 0.06768953068592057 Art & Design;Creativity : 0.06768953068592057 Education;Pretend Play : 0.056407942238267145 Role Playing;Pretend Play : 0.04512635379061372 Education;Creativity : 0.04512635379061372 Role Playing;Action & Adventure : 0.033844765342960284 Puzzle;Action & Adventure : 0.033844765342960284 Entertainment;Creativity : 0.033844765342960284 Entertainment;Action & Adventure : 0.033844765342960284 Educational;Creativity : 0.033844765342960284 Educational;Action & Adventure : 0.033844765342960284 Education;Music & Video : 0.033844765342960284 Education;Brain Games : 0.033844765342960284 Education;Action & Adventure : 0.033844765342960284 Adventure;Action & Adventure : 0.033844765342960284 Video Players & Editors;Music & Video : 0.02256317689530686 Sports;Action & Adventure : 0.02256317689530686 Simulation;Pretend Play : 0.02256317689530686 Puzzle;Creativity : 0.02256317689530686 Music;Music & Video : 0.02256317689530686 Entertainment;Pretend Play : 0.02256317689530686 Casual;Education : 0.02256317689530686 Board;Action & Adventure : 0.02256317689530686 Video Players & Editors;Creativity : 0.01128158844765343 Trivia;Education : 0.01128158844765343 Travel & Local;Action & Adventure : 0.01128158844765343 Tools;Education : 0.01128158844765343 Strategy;Education : 0.01128158844765343 Strategy;Creativity : 0.01128158844765343 Strategy;Action & Adventure : 0.01128158844765343 Simulation;Education : 0.01128158844765343 Role Playing;Brain Games : 0.01128158844765343 Racing;Pretend Play : 0.01128158844765343 Puzzle;Education : 0.01128158844765343 Parenting;Brain Games : 0.01128158844765343 Music & Audio;Music & Video : 0.01128158844765343 Lifestyle;Pretend Play : 0.01128158844765343 Lifestyle;Education : 0.01128158844765343 Health & Fitness;Education : 0.01128158844765343 Health & Fitness;Action & Adventure : 0.01128158844765343 Entertainment;Education : 0.01128158844765343 Communication;Creativity : 0.01128158844765343 Comics;Creativity : 0.01128158844765343 Casual;Music & Video : 0.01128158844765343 Card;Action & Adventure : 0.01128158844765343 Books & Reference;Education : 0.01128158844765343 Art & Design;Pretend Play : 0.01128158844765343 Art & Design;Action & Adventure : 0.01128158844765343 Arcade;Pretend Play : 0.01128158844765343 Adventure;Education : 0.01128158844765343
display_table(android_final, index = 1)
FAMILY : 18.907942238267147 GAME : 9.724729241877256 TOOLS : 8.461191335740072 BUSINESS : 4.591606498194946 LIFESTYLE : 3.9034296028880866 PRODUCTIVITY : 3.892148014440433 FINANCE : 3.7003610108303246 MEDICAL : 3.531137184115524 SPORTS : 3.395758122743682 PERSONALIZATION : 3.3167870036101084 COMMUNICATION : 3.2378158844765346 HEALTH_AND_FITNESS : 3.0798736462093865 PHOTOGRAPHY : 2.944494584837545 NEWS_AND_MAGAZINES : 2.7978339350180503 SOCIAL : 2.6624548736462095 TRAVEL_AND_LOCAL : 2.33528880866426 SHOPPING : 2.2450361010830324 BOOKS_AND_REFERENCE : 2.1435018050541514 DATING : 1.861462093862816 VIDEO_PLAYERS : 1.7937725631768955 MAPS_AND_NAVIGATION : 1.3989169675090252 FOOD_AND_DRINK : 1.2409747292418771 EDUCATION : 1.1620036101083033 ENTERTAINMENT : 0.9589350180505415 LIBRARIES_AND_DEMO : 0.9363718411552346 AUTO_AND_VEHICLES : 0.9250902527075812 HOUSE_AND_HOME : 0.8235559566787004 WEATHER : 0.8009927797833934 EVENTS : 0.7107400722021661 PARENTING : 0.6543321299638989 ART_AND_DESIGN : 0.6430505415162455 COMICS : 0.6204873646209386 BEAUTY : 0.5979241877256317
ios_apps = freq_table(ios_final, -5)
for genre in ios_apps:
total = 0 #It will store the sum of user ratings (number of ratingsn not actual ratings) of each genre
len_genre = 0 #This variable will store the number of apps specific to each genre.
for app in ios_final:
genre_app = app[-5]
if genre_app == genre:
user_rat = float(app[5])
total += user_rat
len_genre += 1
avg_user_rat = total/len_genre
print(genre, ':', avg_user_rat)
Social Networking : 71548.34905660378 Photo & Video : 28441.54375 Games : 22788.6696905016 Music : 57326.530303030304 Reference : 74942.11111111111 Health & Fitness : 23298.015384615384 Weather : 52279.892857142855 Utilities : 18684.456790123455 Travel : 28243.8 Shopping : 26919.690476190477 News : 21248.023255813954 Navigation : 86090.33333333333 Lifestyle : 16485.764705882353 Entertainment : 14029.830708661417 Food & Drink : 33333.92307692308 Sports : 23008.898550724636 Book : 39758.5 Finance : 31467.944444444445 Education : 7003.983050847458 Productivity : 21028.410714285714 Business : 7491.117647058823 Catalogs : 4004.0 Medical : 612.0
for app in ios_final:
if app[-5] == 'Social Networking':
print(app[1], ':', app[5])
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 BestieBox : 0 MATCH ON LINE chat : 0 niconico ch : 0 LINE BLOG : 0 bit-tube - Live Stream Video Chat : 0
for app in ios_final:
if app[-5] == 'Games':
print(app[1], ':', app[5])
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Your Favorite Game! : 2731 Talking Tom Bubble Shooter : 2659 Christmas Sweeper 3 : 2645 Super Atomic : 2638 Star Trek ® - Wrath of Gems : 2636 Bakery Blitz: Cooking Game : 2605 Pixel Car Racer : 2602 Can You Dab? : 2601 Bits of Sweets : 2572 Jelly Blast: New Exciting Match 3 : 2557 Soccer Clicker : 2556 Pirate Power : 2555 Glowing Snake King - Anaconda Diep War Battle Game : 2554 Mine Blitz : 2541 Athletics 2: Summer Sports - Free : 2541 Just Dance Now : 2535 Fear the Walking Dead: Dead Run–Tactical Runner : 2533 Torque Burnout : 2531 League of War: Mercenaries : 2523 VOEZ : 2508 Design This Castle : 2500 OPUS: The Day We Found Earth : 2491 Stupid Test! : 2485 Microsoft Solitaire Collection : 2432 Round Balls : 2381 Monster Girls Creator Catch em for Pokémon fans : 2374 Auralux: Constellations : 2354 Shopping Mall Girl - Dress Up & Style Game : 2332 Tiny Miners : 2317 Donut Dazzle : 2317 Epic Jackpot Slots: Slot Machines & Bonus Games : 2291 Donald's Empire : 2288 Pinchworm : 2288 Craft Royale: Clash of Pixels : 2285 Basket Fall - Basketball Dunking Sim : 2251 Skylanders Battlecast : 2250 Higher Higher! : 2241 The Quest Keeper : 2232 Fast Motorcycle Driver : 2224 Icon Pop Song : 2199 Simulator Hoverboard : 2198 Combo Critters : 2196 He-Man™ Tappers of Grayskull™ : 2190 Dream City: Metropolis : 2181 Endless Frontier - Idle RPG with Tactical PVP : 2163 Iron Maiden: Legacy of the Beast : 2152 DUAL! : 2140 Britney Spears: American Dream : 2129 Galaga Wars : 2129 Troll Face Quest Video Games : 2118 Tap My Katamari - Endless Cosmic Clicker : 2114 World Craft - Epic Dream Island : 2102 Splash Cars : 2094 Fix It Girls - House Makeover : 2091 Bushido Bear : 2088 Fishing Break : 2088 ⋆Solitaire⋆ : 2059 Coin Party: Carnival Pusher : 2057 Boom Boom Football : 2048 Seashine : 2043 Run Sackboy! Run! : 2027 Trump On The Run : 2025 Coin Dozer: Casino : 2024 You Stupid : 2018 Idle Armies : 2015 Fetty Wap: Nitro Nation Stories : 2005 High School Crush - My First Love : 2003 Fieldrunners Attack! : 1984 Cookie Run: OvenBreak : 1976 Battleborn® Tap : 1974 Looty Dungeon : 1946 Smurfs Epic Run - Fun Platform Adventure : 1944 Battlestar Galactica: Squadrons™ : 1938 Wrassling : 1934 Icy Ropes : 1931 100 PICS Coloring - free color in book game app : 1929 Piggy Boom : 1918 LONEWOLF : 1906 Splish Splash Pong : 1902 Fantastic Beasts™: Cases : 1896 Flying Car Driving Simulator Free: Extreme Muscle Car - Airplane Flight Pilot : 1882 Chaos Chronicle : 1878 Soundtrack Attack - Steven Universe Rhythm Runner : 1872 Feed’em Burger : 1865 Angry Birds Action! : 1863 Jet Car Stunts 2 : 1862 Rio 2016 Olympic Games : 1850 Stickman Basketball 2017 : 1835 My Boo Town - Create your own Village of Boos : 1829 Redungeon : 1821 MOBA Legends : 1815 My NBA 2K17 : 1784 Hammer Bomb - Creepy Dungeon Mazes! : 1784 Tracky Train : 1781 Legendary - Game of Heroes : 1776 ∞ Infinity Loop : 1773 King Rabbit : 1771 Zombie Anarchy: Survival Strategy Game : 1768 HIT - Heroes of Incredible Tales : 1765 Hackers - Join the Cyberwar! : 1759 Microgolf Masters : 1753 Jump on piano stack : 1750 Polyforge : 1744 Solitaire One : 1740 NinjAwesome : 1738 Prop Hunt : 1728 Monster & Commander : 1723 Face Paint Party Salon - Girls Makeup & Kids Games : 1722 Tower Conquest : 1722 Flutter: Starlight : 1714 Cristiano Ronaldo: Kick'n'Run : 1701 Bullet Boy : 1697 Primal Legends : 1692 Puppy Love - My Dream Pet : 1689 Rapala Fishing - Daily Catch : 1666 Gun Fu: Stickman 2 : 1664 The Walls : 1662 Dulp : 1660 Kerflux : 1648 Epic Battle Simulator : 1647 Dead Zone: Zombie Crisis : 1632 Drifty Chase : 1631 Splash : 1631 Coco Pony - My Dream Pet : 1627 Slide the Shakes : 1623 Coach Bus Simulator : 1621 Hockey Stars : 1619 Pixduel™ : 1602 Tap Tap Trillionaire : 1595 Super Stickman Golf 3 : 1593 Lastronaut : 1576 Cops N Robbers (Jail Break 2) - Survival Mini Game : 1559 Microtrip : 1551 Sir Match-a-Lot – Match 3 Puzzle Game : 1546 Disney Jigsaw Puzzles! : 1546 Snow Roll : 1533 Ice Age: Arctic Blast : 1523 Into the Dim : 1521 Forest Rescue 2: Friends United Match 3 Puzzle : 1505 Knights Fight: Medieval Arena : 1501 Pathfinder Adventures : 1498 Cafe Story - Play Cooking & Farming Game : 1498 Dunkers : 1495 Hidden Pictures by Highlights Magazine : 1478 Vintage Slots Las Vegas - Old Slot Machine Games! : 1474 Slots: Fast Fortune Slot Machines & Fun Slot Games : 1474 Outfolded : 1468 LongStory: Choose your own dating game : 1467 Tropical Wars - Pirate Battles : 1465 360 Degree : 1460 Free Fur All – We Bare Bears Minigame Collection : 1449 Tap Hero : 1444 4x4 Dirt Track Trials Forest Driving Parking Sim : 1441 Worm.is: The Game : 1433 EvilBane: Rise of Ravens : 1428 CatHotel - Care for cute cats : 1425 Titan Slots™ III : 1419 Surfingers : 1416 Gravity Switch : 1405 Rocket Cars : 1404 Adventure Company : 1392 Monster Strike : 1381 Warriors of Glory : 1380 Beat the Boss 4 : 1368 Stickman Base Jumper 2 : 1362 Running Man Challenge - Game : 1360 Supermarket Girl - Shopping Fun! : 1354 Drive Ahead! Sports : 1345 Suрer Toss The Turtle : 1339 METAL SLUG ATTACK : 1324 Phoenix II : 1321 Pelé: Soccer Legend : 1310 Bullet Hell Monday : 1296 Skylanders SuperChargers : 1296 TRUMP'S WALL - Build it Huge : 1278 GyroSphere Trials : 1267 Trolls: Crazy Party Forest! : 1260 The Pit : 1257 PokeWhere - Live Radar Map for Pokemon GO : 1254 My New Baby Story - Makeup Spa & Dressup Games : 1253 Tiny Rails : 1252 Tap Quest : Gate Keeper : 1252 Spellbinders : 1245 Train Conductor World : 1238 City Police Car Driver Simulator – Drive Cops Auto : 1238 Army of Heroes : 1235 Ninja UP! : 1233 Alliance: Air War - Airplane Flight Simulator Game : 1225 Make-Up Touch 2 - Kids Games & Girls Dressup Game : 1214 Swaggy Ninja : 1210 Super Phantom Cat - Be a jumping bro. : 1206 DANDY DUNGEON Legend of Brave Yamada : 1204 Vault! : 1203 Hex Crush! : 1202 Christmas Sweeper 2 : 1200 Bear Pop - Bubble Shooter Game : 1195 Sophia - My Little Sis : 1193 Juggernaut Champions : 1193 Dungeon Monsters RPG : 1192 Alpaca World HD+ : 1191 Star Skater : 1189 Handbrake Valet : 1187 Hero Simulator: clicker game and idle adventure : 1182 Burger – The Game : 1179 Warp Shift : 1178 Mahjöng : 1173 iSlash Heroes : 1170 Slots: Get Rich Slot Machines Casino Slot Games : 1168 Earn to Die 2 Lite : 1147 One More Dash : 1142 EA SPORTS™ FIFA 17 Companion : 1137 Frozen Free Fall: Icy Shot : 1133 Rival Stars College Football : 1132 Blocky Racer - Endless Arcade Racing : 1122 RAMBOAT - Game of Shoot and Dash, Run and Jump ! : 1114 Double Juggle : 1105 MultiCraft -- Survival Craft Build Sandbox Game : 1102 Slip Away : 1102 Dancing with the Stars: The Official Game : 1098 BlazBlue RR - the Real Action Game : 1091 Flappy Golf 2 : 1089 Stretch Dungeon : 1087 Smash Fu - Endless Arcade Smasher : 1086 Keepy Ducky : 1083 Brick Splits : 1077 Sky Chasers : 1074 Bike Traffic Rider an Extreme Real Endless Road Racer Racing Game : 1052 Harvest Land : 1047 Buddy Toss : 1018 Candy Party: Coin Carnival Dozer : 1017 Really Bad Chess : 1015 Pocket Troops : 1005 Lost in Harmony : 1002 PAC-MAN Pop : 1000 Tap Tap Builder : 999 Emoji Blitz : 999 Monster Tail : 998 Mr. Crab 2 : 989 ROCKY™ : 989 Tropical Twist : 982 Cartoon Wars 3 : 979 Flick Field Goal 17 : 968 Fancy Cats : 966 Motor World: Bike Factory : 960 Forsaken World Mobile MMORPG : 952 Color 6 : 951 Disney Magical Dice : 947 RAD Boarding : 944 The Higher Lower Game : 924 Bubble Shoot Pet : 914 Splat Wars : 913 Fitness Girl - Dance and Play at the Gym : 913 Nekosan : 905 Simulator Run Real Hologram : 903 Doodle Jump Easter Special : 900 Robbery Bob 2: Double Trouble : 899 Teen Titans Go Arcade : 897 Leveled! : 897 Puzzle Monster Quest - New MultiPlayer : 894 Ookujira - Giant Whale Rampage : 878 Exit Zone : 875 Duel Master - Best Duelist : 871 Mushroom Wars 2 : 871 Finger Hero: Avoid Obstacles : 870 Water Bottle Flip Challenge : 868 Combo Quest 2 : 855 Clashy Colors : 854 KSI Unleashed : 854 Zootopia Crime Files: Hidden Object : 853 Cake Break : 852 Hammer Time! : 839 MARVEL Tsum Tsum : 838 LEGO® NEXO KNIGHTS™ : MERLOK 2.0 : 837 SLOTS: TRUMP vs. HILLARY CLINTON Free Slot Games : 834 Dawn of Gods : 833 Ketchapp Tennis : 830 All is Lost : 829 Eden: The Game - Build Your Village! : 823 Clash of Queens: Dragons Rise : 820 Defenders 2: Tower Defense battle of the frontiers : 818 Mimpi : 816 Snowboarding The Fourth Phase : 815 Pretty Ballerina - Ballet Dreams : 814 Hockey Clicker : 813 One More Jump : 806 Sky Hoppers : 805 ReRunners: Race for the World : 804 Plantera - Idle Farm Clicker : 802 Twisty Board : 800 Marry Me - Perfect Wedding Day! : 795 Mad City Crime : 793 Droppy Balls! : 791 Knights of Pen & Paper 2 : 790 Battleplans - #1 Battle Strategy & Defense Game : 785 One Tap Tennis : 779 Crazy Clown Chase : 778 Brutal Street : 777 Just Rolling : 776 Focus! - Can You Tell Them Apart? : 766 Versus Run : 766 Buddyman Run - keep running! : 762 Dustoff Heli Rescue 2 : 754 Slots Discovery : 754 Play Basketball Hoops 2017 - Real slam dunks game : 751 Don't Grind : 751 Solitaire ∘ : 741 Medal Masters : Call of destiny : 738 RAID HQ : 737 Hop Shot : 737 Kick Hero : 733 Wonder Tactics : 730 Micro Machines : 729 Glob Trotters - Endless Arcade Blobber : 724 Lonely One : 723 Break Liner : 721 The Counter Of Death : 719 My First Crush - High School Love : 710 Baby Twins - Terrible Two : 710 Battle Bears Overclock FPS Epic Multiplayer Shooting Games : 709 Riddle Stones - Cross Numbers : 707 Stay in the Line - Free : 705 Coin Dozer: Haunted : 704 Golf Island : 702 Dictator 2 : 694 Hello Kitty Lunchbox – Food Maker : 694 Bubble Buggie : 691 Catch Rate : 691 Football Heroes PRO 2017 - featuring NFL Players : 691 Demi Lovato - Zombarazzie Adventure : 690 Escalate : 689 Gas Station Car Parking Simulator a Real Road Racing Park Game : 687 Diamond Story: Jewelry Quest : 683 Lumo Deliveries : 679 Stickman Ice Hockey : 676 caRRage : 671 Mannequin Challenge : 668 Kubo: A Samurai Quest ™ - Match, Collect, Battle! : 668 Super Slime Blitz – Gumball Endless Arcade Climber : 668 Blocky Soccer - Endless Arcade Runner : 667 Smash Slots : 663 Bridge Construction Simulator 3D a Real City Building Physics Sim : 653 Mystic Castle - the Simplest & Best RPG and Adventure Game : 650 BARRIER X : 650 Gravity Trump : 647 Endless Ducker : 639 Psych : 635 LINE PokoPoko : 631 Bike Unchained : 629 TIME LOCKER - Shooter : 627 Girls PJ Party - Dress Up, Spa & Fun : 621 Baby Boss - Care, Dress Up and Play : 616 Super Jabber Jump : 612 Titan Brawl : 611 String Rush : 606 Joan Mad Run : 605 Gun Master 3: Zombie Slayer : 604 GodFinger 2 : 602 Choppa : 600 Flip That Bottle : 599 Robocide : 599 Peter Panic : 597 Extreme Trucks Simulator : 579 Candy Makeup - Sweet Salon Game for Girls : 575 Goosebumps Night of Scares : 572 Twin Shooter - Invaders : 572 Save Dan : 571 My Newborn Baby - Mommy & Baby Care : 570 Tiny Archers : 568 Dictator: Emergence : 567 Vector 2 : 554 Faily Rider : 544 Rising Warriors: War Games - The New Order : 541 High 5 Vegas - Hit Slots Casino : 541 Is-it Love ? Ryan (Visual Novel) : 539 Rooms of Doom : 539 Little Broken Robots : 539 Rings. : 538 Linda Brown: Interactive Story : 537 Loop Mania : 534 Halfpipe Hero - Retro Arcade Skateboarding : 532 I Have A Pen : 527 Beneath The Lighthouse : 526 War of Warship:Pacific War : 526 Stirfry Stunts – We Bare Bears Cooking Game Starring Chef Ice Bear : 525 Tesla Tubes: Solve our Logic Games & Brain Puzzles : 524 Independence Day Resurgence: Battle Heroes : 523 Loop Taxi : 522 All Star Quarterback 17 - Football Lifestyle Sim : 521 Boo - The World's Cutest Dog Game! : 521 Baby Food Fair - Make, Eat, Play - Have Fun! : 520 Magic Legion - Age of Heroes : 517 Flappy Bird : original version ! : 516 Defend the Planet : 510 Amusement Park Tour : 506 Fit In The Hole : 506 Sky Charms : 505 Pink Pong : 504 CLUE Bingo: Valentine’s Day : 497 The Blacklist: Conspiracy : 496 Pro Series Drag Racing : 495 Deck Heroes: Legacy : 494 Red Ball UP! - Bounce Dash & Dodge Spikes : 493 Kickerinho World : 490 School Lunch Food! : 488 High Risers : 486 Skylanders™ Creator : 475 Dark Sword : 475 Wave : 474 Soda World - Your Soda Inc : 473 Stickman Soccer 2016 : 473 Bernie Sandwiches - Run For The White House : 472 Blocky Basketball - Endless Arcade Dunker : 470 Xmas Swipe - Christmas Match 3 Puzzle : 469 Nasty Goats – a Game Shakers App : 468 Age of Heroes: Conquest : 468 Mafia Mystery : 465 *Solitaire* : 460 Go Up : 456 Real Bouncy Basketball : 455 Battle Golf : 455 Give It Up! 2 : 453 Top Model - Next Fashion Star : 453 Fallen London : 451 Splashy Cats: Endless Zigzag Arcade Water Game : 450 Pastry Picnic : 447 I, Viking : 447 ZAGA : 444 Disco Dave : 444 Move the Match - Matchstick Puzzles for Free : 441 Ulterior : 441 Just Dance Controller : 440 Super Duper Punch : 439 Lords & Castles - Medieval War Strategy MMO Games : 439 Offroad 4x4 Truck Trials Parking Simulator a Real Car Stunt Driving Racing Sim : 438 LINE Bubble 2 : 436 Princess Fairy Rush - Pony Rainbow Adventure : 435 Dream Defense : 432 Javelin Masters 3 : 430 OK K.O.! Lakewood Plaza Turbo : 430 Stickman Football : 429 Beyond 14 : 426 Fancy Makeup Shop - Brush & Blush : 425 LEGO® City My City 2 : 424 FURBY CONNECT World : 422 Beat Racer : 422 Flying Police Car Driving Simulator Free: Criminal Craft Chase : 422 Plane Flying Parking Sim a Real Airplane Driving Test Run Simulator Racing Games : 421 Water Bottle Flip Challenge : Endless Diving 2K16 : 421 Casino X - Free Slot Machines, Poker, Blackjack : 416 Hairy Face Salon - Messy Shave Makeover : 416 Slingshot Rush : 416 splix.io! : 415 WordNerd - The picture puzzle game for word nerds : 414 UNCHARTED: Fortune Hunter™ : 411 Flower Girl - Crazy Wedding Day : 409 Landix.io Online : 405 Rope Racers - Fun Multiplayer Racing Game : 404 Oil Hunt : 403 Escape With Words : 402 Snakebird : 401 Spinning Rings : 399 PAC-MAN Bounce - Puzzle Adventure : 392 Rhinbo - Endless Runner Game : 391 Dream Diary - My Life, My Adventure! : 390 Cosmic Challenge: Best online space racing game : 387 Hexavoid : 386 Lewandowski: Football Star : 385 Jump Buddies : 378 1-Bit Rogue: A dungeon crawler RPG! : 378 Path of War : 377 OctoPie - a Game Shakers App : 374 Ire - Blood Memory : 373 Stony Road : 373 Stupid Again : 366 Multi Level Car Parking 5 a Real Airport Driving Test Simulator : 365 Sugar Slide: The Path Home : 365 Game Switch : 363 Water Bottle Flip Challenge: Flippy Bottle Diving : 362 Steps : 361 Infinite Skater : 360 Doggy Box : 360 Hoverboard Simulator - Night Drive : 360 Baby Kim - Care, Play & Dress Up : 360 Multi Level 4 Car Parking Simulator a Real Driving Test Run Racing Games : 353 Auto Warriors - Tactical Car Combat : 352 Police Sniper Prison Guard : 349 Dentist Mania: Doctor X Crazy Clinic : 349 Arma Mobile Ops : 347 Wedding Planner - Dress Up, Makeup & Cake Design : 346 Epic Flail : 343 Ultimate Briefcase : 343 Puppy Life - Secret Pet Party : 343 Sports Hero : 343 Diner Dynasty : 342 Circuroid : 342 The Cooking Game- With Cute iMessage Food Stickers : 340 Spinny Phone : 339 Ketchapp Soccer : 339 Crazy Love Story - Wedding Dreams : 337 Sacred Legends : 335 Tower Knights! : 334 Delicious - Emily’s Message in a Bottle : 333 SkillTwins Football Game : 332 Cops & Robbers! : 328 Color Dotz : 326 Hoverboard Simulator : 325 Crane Game Toreba! : 323 FaZes - Run & Jump : 322 Baby Airlines - Airport Adventures : 321 Crooked Path: Infinity Run : 318 Tennis Bits : 316 Kids Movie Night - Popcorn & Soda : 314 Batman v Superman: Who Will Win : 314 Evel Knievel : 313 Tap Cats: Idle Warfare : 313 Hidden my game by mom - escape room : 311 Back To Square One : 310 Soccer Hit : 309 Mucho Party : 307 Pop The Circle! : 304 QB Hero : 304 Rockstar Girls - Crazy Concert Day : 303 Rock The School - Class Clown : 303 Z Buster : 301 Trio : 300 Blair's Fashion Boutique - School Style : 299 Driving Zone : 298 Cube Skip : 298 Mad City Gangs: Nice City : 294 Rayman Classic : 293 Mixels Rush - Use Mixes, Maxes and Murps to Outrun the Nixels : 288 Warlords - Turn Based Strategy : 287 Haywire Hospital : 285 Cut the Rope HD™ : 285 Arcane Online - Fantasy MMORPG : 285 Tidal Rider : 284 Ice Princess - Royal Wedding Day : 283 Spoon Pet Collector : 282 Fast Food Rampage : 281 Wire Bounce : 279 Muhammad Ali: Puzzle King : 277 Snail Bob 2 : 276 Paper Girl - Morning Madness Adventures : 274 CubeMator - Craft, Build and Explore the World : 273 Daddy's Little Helper - Messy Home Adventure : 270 NeoWars : 267 VR Roller Coaster for Google Cardboard : 266 Hot Pot Master : 265 Dragon Heroes: Shooter RPG : 265 Star Cheerleader - High School Tryouts : 263 Fruit Pop! Puzzles in Paradise - Fruit Pop Sequel : 261 Tooth Fairy Princess - Magical Adventure : 260 Learn 2 Fly : 258 Solitaire ▪ : 258 Maximum Car : 256 EatMe.io: Hungry Fish Attack! : 256 Magic Mansion : 255 WIND runner adventure : 253 Car Factory Parking Simulator a Real Garage Repair Shop Racing Game : 253 Gang City : 251 Stop Curry : 250 Supermodel Star - Rule the Runway : 250 SBK16 - Official Mobile Game : 249 High Dive : 249 Osmo Masterpiece : 247 Chaos Centurions : 244 Dropple : 243 Sloomy : 241 VR HORROR : 241 LEGO® Ninjago: Skybound : 239 Sniper: Traffic Hunter : 239 Tap the Blocks : 238 Dawnbringer : 238 Garfield: My BIG FAT Diet : 236 VR Street Jump for Google Cardboard : 236 My Teacher - School Classroom Play & Learn : 234 Chrome Death : 234 EXORUN : 234 Bonecrusher: Free Awesome Endless Skull & Bone Game : 233 Green the Planet 2 : 233 Icarus - A Star's Journey : 230 My Newborn Kitty - Fluffy Care : 230 Flip : 230 TALES OF LINK : 229 Ice Road Trucker Parking Simulator 2 a Real Monster Truck Car Park Racing Game : 228 Crazy Freekick : 228 Logic Traces : 228 Christmas Stories: The Gift of the Magi : 227 Maze Walk VR - Virtual Reality Game Puzzle Apps : 227 Wizard Swipe : 226 ■ Square it! : 226 Chef's Quest : 225 Jumping Balls! : 225 Crossy Maze : 223 Las Vegas Valet Limo and Sports Car Parking : 220 Asterix and Friends : 219 Flick Soccer 17 : 217 Through The Fog! : 216 Flappy Hoopers: The Shooting Basketball Players : 216 Sweet Tales: Match 3 Christmas : 215 Adventure Cube : 215 Douchebag Beach Club : 213 Bouncy Tower : 213 Matchsticks ~ Free Puzzle Game with Matches : 212 Nukleus : 210 Virtual Regatta Offshore : 209 Hillarymon Go : 209 Yurei Ninja : 205 Shopping Mall Car Parking Simulator a Real Driving Racing Game : 205 Hoverboard Simulator - Endless Hover Board Race : 203 Fairytale Fiasco - Sleeping Spell Rescue : 201 Upperland : 201 Osmo Tangram : 200 Symmetrica - Minimalistic arcade game : 200 Pinata Hunter 3 : 199 Bus Driving Taxi Parking Simulator Real Extreme Car Racing Sim : 199 Mafia III: Rivals : 198 Hair Fashion™ - Girls Makeup, Dressup and Makeover Games : 197 Brick Shot : 197 Hat Trick Shots : 197 Science Girl - School Lab Super Star : 196 Babysitter Madness - Help the Nanny : 195 Plummet Dash : 194 Pharaoh's Party: Coin Pusher : 191 Blocky Hockey - Arcade Ice Runner : 191 Light On : 191 Axe in Face 2 : 190 Pinball Breaker Forever : 190 Order's Up : 188 Shadow Bug Rush : 187 RedStory - Little Red Riding Hood : 185 New York City Car Taxi and Bus Parking Simulator : 185 Go Pug Go : 184 Dofus Pogo : 181 Wonderball - One Touch Endless Ball Arcade Action : 180 VR Flight Simulator for Google Cardboard : 180 Flail Rider : 179 Alliance Wars: World Domination : 176 Monster Mania : 175 Gems Story : 173 Jelly Squares Free : 173 Trailer Truck Parking with Real City Traffic Car Driving Sim : 173 Run From Trump : 172 LEGO® DC Super Heroes Mighty Micros : 172 Circles : 171 Evil Dead: Endless Nightmare : 171 Sparkwave : 170 Babysitter Craziness - Fun Kids Game : 169 Goal Finger : 169 Ice Cream Truck Girl - Frozen Sweets Maker : 169 Fairytale Fiasco - Royal Rescue : 168 Pony Princess Academy - Dress Up, Style, Feed & Care for Ponies Game : 168 Princess Salon: Frozen Party : 168 Ski Resort Parking Sim Ice Road Snow Plow Trucker : 167 Water Bottle Flip Challenge - 2k16 Pro! : 167 3D Dubai Parking Simulator Drive Real Extreme Super Sports Car : 166 Bumper Jump : 166 Color Bots : 164 Magic Nightfall : 164 ENYO : 163 Multi Level Car Parking 6 Shopping Mall Garage Lot : 162 Flick Golf Extreme : 161 Jumpy Tree : 160 Real Cake Maker 3D - Bake, Design & Decorate : 160 Soda Coin Party: Free Casino Pusher : 159 Tentacles - Enter the Mind : 159 8-BIT WATERSLIDE : 158 Road to be King : 158 Pixelgrams: Pixel Puzzles : 156 Snake splix : 155 Respeck on my Name : 155 Championship Manager 17 : 154 Duck Roll : 154 PICTLOGICA FINAL FANTASY : 154 Obstacle Course Extreme Car Parking Simulator : 153 Baby Bottle Challenge - Water Bottle Flip : 152 Super Smash the Office - Endless Destruction! : 151 Cops - On Patrol : 151 Yummy Birthday - Party Food Maker : 151 Helmet Virtual Reality 3D Joke : 150 Dash Masters : 149 Mikey Jumps : 148 Impulse GP - Super Bike Racing : 147 Fancy Cakes - Endless Tasty Puzzle : 147 Sweet Tales : 147 Fish Fist : 146 It's a Space Thing : 145 Burger Jump : 145 Zap Zombies : 145 Spider Solitaire ∙ : 145 Hollywood Rush : 144 Hop Swap : 144 Summer Vacation - Fun at the Beach : 144 5E Spell Book : 144 Swoopy Space : 142 Kubik : 142 Cat-A-Pult: Endless stacking of 8-bit kittens : 141 EVERYTOWN : 141 Geometry Lock : 140 Circle Affinity : 140 My Majesty : 140 Tina's Diary - Star Fever : 139 FALLMAN – Trampoline Action : 139 Hello, Mr.Rich : 138 Offline Auto IV Calc for Pokemon GO : 137 YouTurbo : 136 Blade Sliders : 136 Jewel Mania: Valentine's : 135 Rolly Worms : 135 Head Soccer France 2016 : 135 Tina's Diary: Spring Outing : 134 Trapdoors : 133 Osmo Newton : 132 Cooking Mama Let's Cook Puzzle : 132 Skippy Box : 130 LOST MAZE : 130 One More Bounce : 129 Quiz Tales : 129 Roller Coaster VR : 128 Bridge : 128 Bouncing Ball 2 : 128 Midnight Calling: Jeronimo : 127 Jet Plane Fighter Pilot Flying Simulator Real War Combat Fighting Games : 127 Play-Doh TOUCH - Shape, Scan, Explore : 126 Boyfriend Plus - Brett Jeff and Kai : 126 Soccer Stadium Sports Car & Bus Parking Simulator 3D Driving Sim : 126 Drop Out! 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: 89 Thomas & Friends: Race On! : 89 Jurassic Virtual Reality (VR) : 88 Roof Jumping 3 Stunt Driver Parking Simulator an Extreme Real Car Racing Game : 88 Ducky Fuzz - Chain Reaction : 88 Never Gone : 87 Tiny Sea Adventure : 87 Fiete Sports : 86 Protect The Planet : 86 Candy's Carnival : 86 All Limpy Run! : 86 VR Roller Coaster World - Virtual Reality : 85 1000m Zombie Escape! : 85 Pocket Rush : 85 Minescape : 84 House of Terror VR : 84 Burgers & Shakes - Fast Food Maker : 84 Pixel Disc Golf 2 : 83 Offline IV Calc for Pokemon GO : 82 Burnout City : 82 Amusement Park Fair Ground Circus Trucker Parking Simulator : 81 Crystal Rush! Color Shoot Arcade Game : 81 Dead Center : 81 Sticklings : 79 Werewolf "Nightmare in Prison" : 78 Just Trap : 78 4 Images 1 Mot : 78 Spiral Tower : 78 Fits - Block Puzzle King : 78 Bella's Pizza Place - Italian Food Maker : 77 Virtual Reality Roller Coaster for Google Cardboard VR : 77 Crazy Nursery - Newborn Baby Doctor Care : 76 Terra Monsters 3 : 76 Driving Evolution Parking Sim Real Car Driver Test : 76 The Bomb! : 74 VR Water Park:Water Stunt & Ride For VirtualGlasse : 74 MOOMIN -Welcome to Moominvalley- : 74 Princess Pet Palace: Royal Pony - Pet Care, Play & Dress Up : 74 Kids Play Club - Fun Games & Activities : 73 Save The Line : 72 Flip King : 72 Iron Commander : 71 Perfect Square! : 70 Love Engine : 70 3D Car Racing Simulator Real Drag Race Rivals Road Chase Driving Games : 70 Eyes Cube : 69 Escape Game: Fountain : 69 Masky : 69 Raccoon Pizza Rush : 69 Stage Rush: Imagine Dragons : 69 Trump Hoverboard Sim - Mannequin Race Challenge : 68 Go Surf - The Endless Wave Runner : 68 Stickninja Smash : 67 Lane Racer : 67 Ball Tower : 67 VR Roller Coaster : 67 Chocolate Candy Party - Fudge Madness : 66 Wappoi Room Escape : 64 Hood Jump – The Best Platform Game in the Streets : 64 Moonvale 2: Puzzle Adventure : 64 Cool Jigsaw Puzzles : 63 My Rockstar Girls - Party Rock Band : 63 Splash Pop : 63 Exodus : 62 Spiral Splatter : 62 Push the Arrow : 62 Puzzlepops! Trick or Treat : 61 Nope Quiz : 61 White Tiles 2 : Piano Master ( Don't Hit The White Tiles 4 ) - Free Music Game : 60 Haunted Rooms: Escape VR Game for Google Cardboard : 60 Monkey Swingers : 60 Shoutrageous! - The Addictive Game of Lists : 60 Flying Car Simulator 3D: Stunt Bus : 59 Police Chase Race : 59 Gear Miner : 58 Cubway : 58 Indoor soccer – football Dream league journey : 58 Osmo Coding Awbie : 58 Gravity Square! : 58 Goal Kick - free penalty shootout soccer game : 57 Flick Rugby 16 : 57 Chef Siblings - Island Restaurant : 56 Triennale Game Collection : 56 Micromon : 56 Brio - Don’t Fall! : 56 Escape Game: Forgotten : 55 Dominocity : 55 Donuts Maker Salon : 55 Bouncy Kingdom : 55 ZenDots 2 - One Dot’s Journey : 54 Sweet Princess Beauty Salon : 54 Oops You Died : 54 Diced - A Simple Puzzle Dice Game : 53 Perfect Fit : 53 Color 6: Blitz : 53 Piggy Show : 53 Super Candy: Let's Fix it! : 53 Osmo Numbers : 52 Osmo Monster : 52 Hexy! : 51 Target Acquired : 50 Teeter – Endless Arcade Balancer : 50 Toast Girl : 50 Five Finger Fury : 49 Lock The Block : 49 Escape Game: Relief : 49 Top Tier : 48 What Jump - Free Pop Arcade Game : 48 Ball Escape! : 48 Dot Empires : 47 Stickman Cubed : 47 Spirit Rush : 47 Valley of Fear Virtual Reality : 46 VR Ball for Google Cardboard Virtual Reality : 46 Princess Face Paint - Girls Makeup, Dressup and Makeover Games : 45 Chunky Tanks : 44 Extreme Heavy Trucker Parking Simulator : 44 Ridiculous Parking Simulator a Real Crazy Multi Car Driving Racing Game : 43 Zombies Chasing Me : 43 Curvulate : 43 Water Bottle Flip Challenge : 2k16 : 43 Critter Academy : 43 Monster Busters: Link Flash : 42 Pixel Strike-Sniper zombies shooting games : 42 City Car Driving : 41 Gate Keepers : 41 Dashy Box : 41 Geki Yaba Runner : 41 Hugo Flower Flush : 41 Hovercrash : 41 Escape Game: Signs : 41 Santa Kids Hair Salon - Christmas Makeover Games : 41 Behind You!! : 40 No Limit Racer : 40 Spike Run : 39 Warcher Defenders : 39 Hell Run - Scary Road : 39 Dashy the Cat : 39 Pursuit of Light2 : 38 Limo Driving School a Valet Driver License Test Parking Simulator : 38 Cubicle. : 38 Face Paint Party - Kids Coloring Fun : 38 Forest Heroes Story : 38 Re:Monster : 37 Race Driving School Car Racing Driver License Test : 37 Emily’s Polar Adventure : 37 Ocean Clash: A naval game with honor and loyalty : 36 Where's My What? Free : 35 Jumps - Jumping on Pillars Game : 35 Our dark lord-Sasuyu 2-TAP RPG : 35 Waiit : 35 Being SalMan: The Official Game : 33 BFB Champions 2.0 ~Football Club Manager~ : 33 Pozzle Blocks : 33 Flip Heroes : 32 Smelly Baby - Farty Party : 32 Gweep Gwop : 32 Flip Football - Soccer Manager Strategy Card Game : 31 Neon Horizon : 31 VR Roller-Coaster : 30 VR SNIPER : 30 Buildy Blocks : 30 Nitro Heads : 30 VR Crazy Bike Race: Traffic Racing Free : 29 Tip Tap Soccer : 29 iPaint uPaint : 29 Alternative Girls : 29 Escape Game: Traps : 29 Fantasy Football Coach : 29 Puzzle it to 10 : 27 Sky Pillar : 27 Fairy Princess Fashion Design : 27 Into Mirror : 27 Immortal Legends - TD : 26 Billion Hunter - Casual Monster Clicker RPG : 26 Shogi : 26 Bridge Rider : 25 NeverKnew - Game night is back : 25 Basketball Free Throw : 24 Happy Oink : 24 Escape Game: illumination : 23 3D Maze Level 100 : 22 Zombie Town Story : 22 Stick Soccer 2 : 22 Evil Zombie Graveyard Apocalypse Shooting VR Games : 22 Cube Roll : 22 VR Haunted House 3D : 21 Crazy Maze - Traffic Puzzle : 21 Escape Game: Christmas Eve : 21 Princess Swimming & Spa - Girls Beauty Game FREE : 21 Face Up - The Selfie Game : 21 Juju On That Beat - Dance Challenge Game : 21 Room Escape [SECRET CODE 2] : 20 Dice Mania - Play Free Online Classic Board Game with Friends : 20 Go Karts - VR : 20 Wall Switch : 19 Hey Duggee: The Tinsel Badge : 19 Parallels : 19 Circle Boom2 - Wheel Puzzle Game : 19 Wild City Rush - Urban Jungle Adventure : 19 Rise! : 18 Demolition Derby Virtual Reality (VR) Racing : 18 Stickman Forest Swing : 18 Final Kick VR - Virtual Reality free soccer game for Google Cardboard : 18 Gravity Island - Shiro's Adventure : 18 TENOSEL+ : 17 TraptionBakery : 17 My Sweet Farm : 17 Hoverboard Rush Racing Simulator -Hover Board Game : 17 Tangled Up! - Valentine Special : 16 Rubin.io : 16 Earth Defender S - Trillion Battle Game : 16 Aeronaut : 15 Super Adventures World HD : 15 Fill - one-line puzzle game : 15 LINE RUSH ! : 15 Political Knockout PKO Presidential Fight : 15 Cola Bottle Flip Challenge : 14 ON-SEN - escape game - : 14 Iron Mission- classic arcade shoot'em up : 14 Grandpa, what the fone? : 14 Crooked Path : 14 Cubed Rally World : 14 Crazy Truck! : 14 VR Thrills: Roller Coaster 360 (Google Cardboard) : 14 Steps! - Hardest Action Game Ever! : 13 Buzzy Bubbles : 13 Aussie Rules Hero - Footy Goal Kicking Game : 12 Monster Zombie Plague War - Virtual Reality (VR) : 12 Magnets! : 11 Again - room escape game : 11 Chick Go & Climb : 10 Catch the Bus : 10 Emergency Surgery Simulator - Doctor Game FOR FREE : 10 Quizduell : 10 Room Escape Game - Santa's Room : 10 Book - room escape game - : 10 Risky Rooms : 10 VR-Crazy Car Traffic Racing : 10 Juju on that Beat Challenge : 10 Mahjong Panda : 9 Escape from the wedding hall. : 9 Stop! Thief!! : 9 Building World - Create Your Castle & City : 9 Hop Rush : 9 World Spin - Create & Play : 8 Dash Up 2 : 8 Escape Alice House2 : 8 Escape the Cake Café : 7 Deamon's Dungeon : 7 Escape from the Art Gallery. : 7 Levels - Addictive Puzzle Game : 7 Roller Coaster Simulator - Draw and Simulate! : 7 Dice Crush : 7 Circle Boom : 7 Ao Oni2 : 7 Cat Monsters : 7 Home Run X 3D - Baseball Batting Game : 7 The Krustashians : 6 Room Escape Game - Pictures Room Esacpe : 6 Slots of Vegas - Play Free Casino slot machines! : 6 VR Horror Maze Walk :Horror Fever For VR Cardboard : 6 Pirates Kids Room Escape : 6 鬼とび : 6 Escape Game: Red room : 5 Brake or Break : 5 Advent Calendar 2017 - The Game : 5 Dungeon Witcher : 5 Escape from the grandma house in the countryside. : 5 New baseball board app BasePinBall : 5 Escape the Ice Cream Parlor : 5 Escape from the ICU room. : 5 Escape the Sweet Shop Series : 3 Inner Circle : 3 Escape from the beach house of everlasting summer. : 3 Escape from the frigid Igloo. : 3 Escape from the living room during the Obon holiday. : 3 Escape a Crepe House : 3 Wire de Coins 2 : 2 Circle Swing : 2 ROAD -escape game- : 2 4 Bilder 1 Wort : 2 Escape Game : Escape from Okinawa : 2 Bounce Balls - Strike Game : 2 Dash Heroes : 2 Soccer Cup Championship 2016 : 2 a. - Physical Simulation Puzzle Game : 2 Online Reversi World : 2 Survivor: Prologue : 2 Escape from the pit latrine. : 2 SLAAAASH ! -Cut and Smash ! refreshing Puzzle- : 1 DelusionCreatureGacha : 1 Escape from many tutoring school of test. : 1 IQ200 - If you can clear all stage : 1 Money Multiplier : 1 Smart Matches ~ Puzzles with Matchsticks : 1 Bike Race Level 100 : 1 Escape from the music room in the school. : 1 One More Spin! - Free Vegas Casino Slots : 1 Escape Game Darkness LittleRedHood : 1 Frantic Ball : 1 LINE FIGHTERS : 1 Trail Jump : 1 Versus - Multiplayer Game (2 players) : 1 There's no tablecloth I can't pull!! : 1 METAL SAGA -Ark in the wild land- : 0 Myth Kingdom:Wrath of Gauss : 0 屠龙杀 : 0 Impossible Goal 3D : 0 TLMJ, Tout Le Monde Joue : 0 Toy Blocks Game for Brain Traning -TSUMIKI- : 0 Billiards8 (8 Ball & Mission) : 0 Der IQ Test - Intelligenztest (Deutsch) : 0 Ear Age Diagnosis : 0 Tetro Blocks - Beat IQ with Tetrix-style-puzzle. : 0 REVERSI ZERO - free classic game : 0 SUDOKU -The puzzle game that makes your brain younger!- : 0 ブリ猫 : 0 Fusion Pictures - A Multiplayer Game with 4 Hidden Pics Object & 1 Word Puzzle : 0 Limite Limite : 0 Refreshing ! Brain training fit : 0 S, - Puzzle Game With Create Level Feature : 0 Stress Release Grenade : 0 striker – dropping balls : 0 Otaku quizzes from manga, and anime--Slice HEROES! : 0 DropEraser : 0 Puzzle Game for Brain Training!! PITATTO!! : 0 Soccer Puzzle for Brain Training -SoccerStrike- : 0 Jigsaw Puzzle for Brain Training -PITATOY- : 0 のび毛 : 0 SPEED:3D Racing : 0 Billiards9 : 0 大富豪 Online : 0 Cyber Reversi : 0 Free Gameplay Video, Walkthroughs, News for Pokémon GO : 0 ! OH Fantastic Free Kick + Kick Wall Challenge : 0 Tiny Bone : 0 BrainTraining!!GASHAAAAAAN!! : 0 Eat Game : 0 Particular : 0 Kungfu Street-Ultimate Fight : 0 秒速 : 0 Super Knock and Run : 0 Pokelog for PokemonGO : 0 real happy majiang-all stars majiang,mahjong : 0 Puzzle Game for Brain Training -KITINTO- : 0 Tapping Monsters : 0 Beast Poker : 0 Auto IV Calc for PokemonGO : 0 Human Juggling Cup : 0 www : 0 Poker - Texas Holdem HD Poker : 0 NumberQ : 0 素飛び : 0 Escape Game Escape from Lost Memory : 0 HOLE. : 0 Ocean Overlord - Global War : 0 Sumikko gurashi-Puzzling Ways : 0 Uncolored Boy : 0 Go! No. MM! Even amateur exit the record? : 0 Match 3 Puzzle - Mr.Rockets - : 0 LEAD ZAQ Battle Version : 0 指神 : 0 Pantheon Warfare: The Chaos of Knights : 0 Kuro no Sekai - It's a Darkness World : 0 Devil Lord: I shouldn't say that...half of world : 0 The Pocket Quiz for Pokemon : 0 Simple Reversi Online : 0 Tetminos - Classic Puzzle Game : 0 花札Online : 0 Samurai Ninja Puzzle ONIMARU : 0 Escape from the Bears of the student council room. : 0 When you clear one,million yen CHANCE!! : 0 Escape a Halloween Candy Shop : 0 ImpossibleGO! - You can't clear : 0 机でGOLF : 0 Reversi REAL - Multiplayer Board game : 0 針の穴 : 0 Golden Lotus Slots : 0 Shark Boom - Challenge Friends with your Pet : 0 Go!Go!Cat! : 0
for app in ios_final:
if app[-5] == 'Health & Fitness':
print(app[1], ':', app[5])
Calorie Counter & Diet Tracker by MyFitnessPal : 507706 Lose It! – Weight Loss Program and Calorie Counter : 373835 Weight Watchers : 136833 Sleep Cycle alarm clock : 104539 Fitbit : 90496 Period Tracker Lite : 53620 Nike+ Training Club - Workouts & Fitness Plans : 33969 Plant Nanny - Water Reminder with Cute Plants : 27421 Sworkit - Custom Workouts for Exercise & Fitness : 16819 Clue Period Tracker: Period & Ovulation Tracker : 13436 Headspace : 12819 Fooducate - Lose Weight, Eat Healthy,Get Motivated : 11875 Runtastic Running, Jogging and Walking Tracker : 10298 WebMD for iPad : 9142 8fit - Workouts, meal plans and personal trainer : 8730 Garmin Connect™ Mobile : 8341 Record by Under Armour, connects with UA HealthBox : 7754 Fitstar Personal Trainer : 7496 My Cycles Period and Ovulation Tracker : 7469 Seven - 7 Minute Workout Training Challenge : 6808 RUNNING for weight loss: workout & meal plans : 6407 Lifesum – Inspiring healthy lifestyle app : 5795 Waterlogged - Daily Hydration Tracker : 5000 J&J Official 7 Minute Workout : 4861 Fitbod Workout Log: Strength Lifting Bodybuilding : 4668 Runtastic Six Pack Abs Workout & Core Trainer : 4283 Sweat: Kayla Itsines' Bikini Body Fitness Workouts : 3788 Smart Alarm Clock : sleep cycle & snoring recorder : 3779 My Challenge Tracker : 3682 Charity Miles: Walking & Running Distance Tracker : 3115 Ab & Core Sworkit - Free Workout Trainer : 2901 Simple Habit : 2494 Asana Rebel - Yoga Inspired Fitness : 2459 Life Cycle - Track Your Time Automatically : 1760 Freeletics Bodyweight - Workouts and Training : 1722 Runtastic Results: Workout & Bodyweight Training : 1718 My Water Balance: Daily Drink Tracker & Reminder : 1601 Butt Sworkit - Free Workout Trainer to tone & lift : 960 My Score Plus Weight Loss, Food & Exercise Tracker : 467 Sleep Meister - Sleep Cycle Alarm Lite : 445 Walk for a Dog : 412 Quick Fit - 7 Minute Workout, Abs, and Yoga : 407 Fit Girls Guide : 397 Walking for Weight Loss: training plans, GPS, tips : 397 Zen : 298 Model My Diet - Women - Weight Loss Motivation : 236 Runtastic Butt Workout & Booty Trainer Plans : 222 Dot - A Period & Fertility Tracker : 142 YAZIO – Calorie Counter & Nutrition Tracker : 115 SmartFit - Wristband : 105 Dr. Oz : 99 Crane Connect : 94 Morning Routine : Daily Habit Tracker : 40 Wellbeyond Meditation for Kids : 36 SenseSleep - Train Your Brain To Sleep Better : 22 Snail Sleep-Dream Talk Recording : 19 ameli, l'Assurance Maladie : 8 VIBO RealMassager : 6 FizzUp – Online Fitness Trainer : 5 2Face Fitpack - Dein Trainingsprogramm mit persönlichem Ernährungsplan, Kalorienrechner und Trainingsplan : 0 GYMONDO – Fitness Training für Zuhause : 0 Superdrug : 0 airweave sleep analysis : 0 Sonia Tlev : 0 Intuition Guidances : 0
android_apps = freq_table(android_final, 1)
for category in android_apps:
total = 0
len_category = 0
for app in android_final:
category_app = app[1]
if category_app == category:
n_installs = app[5]
n_installs = n_installs.replace('+','')
n_installs = n_installs.replace(',','')
total += float(n_installs)
len_category += 1
avg_installs = total/len_category
print(category, ':', avg_installs)
ART_AND_DESIGN : 1986335.0877192982 AUTO_AND_VEHICLES : 647317.8170731707 BEAUTY : 513151.88679245283 BOOKS_AND_REFERENCE : 8767811.894736841 BUSINESS : 1712290.1474201474 COMICS : 817657.2727272727 COMMUNICATION : 38456119.167247385 DATING : 854028.8303030303 EDUCATION : 1833495.145631068 ENTERTAINMENT : 11640705.88235294 EVENTS : 253542.22222222222 FINANCE : 1387692.475609756 FOOD_AND_DRINK : 1924897.7363636363 HEALTH_AND_FITNESS : 4188821.9853479853 HOUSE_AND_HOME : 1331540.5616438356 LIBRARIES_AND_DEMO : 638503.734939759 LIFESTYLE : 1437816.2687861272 GAME : 15588015.603248259 FAMILY : 3695641.8198090694 MEDICAL : 120550.61980830671 SOCIAL : 23253652.127118643 SHOPPING : 7036877.311557789 PHOTOGRAPHY : 17840110.40229885 SPORTS : 3638640.1428571427 TRAVEL_AND_LOCAL : 13984077.710144928 TOOLS : 10801391.298666667 PERSONALIZATION : 5201482.6122448975 PRODUCTIVITY : 16787331.344927534 PARENTING : 542603.6206896552 WEATHER : 5074486.197183099 VIDEO_PLAYERS : 24727872.452830188 NEWS_AND_MAGAZINES : 9549178.467741935 MAPS_AND_NAVIGATION : 4056941.7741935486
for app in android_final:
if app[1]=='COMMUNICATION' and (app[5] == '1,000,000,000+' or app[5] == '500,000,000+' or app[5] == '100,000,000+'):
print(app[0], ':', app[5])
WhatsApp Messenger : 1,000,000,000+ imo beta free calls and text : 100,000,000+ Android Messages : 100,000,000+ Google Duo - High Quality Video Calls : 500,000,000+ Messenger – Text and Video Chat for Free : 1,000,000,000+ imo free video calls and chat : 500,000,000+ Skype - free IM & video calls : 1,000,000,000+ Who : 100,000,000+ GO SMS Pro - Messenger, Free Themes, Emoji : 100,000,000+ LINE: Free Calls & Messages : 500,000,000+ Google Chrome: Fast & Secure : 1,000,000,000+ Firefox Browser fast & private : 100,000,000+ UC Browser - Fast Download Private & Secure : 500,000,000+ Gmail : 1,000,000,000+ Hangouts : 1,000,000,000+ Messenger Lite: Free Calls & Messages : 100,000,000+ Kik : 100,000,000+ KakaoTalk: Free Calls & Text : 100,000,000+ Opera Mini - fast web browser : 100,000,000+ Opera Browser: Fast and Secure : 100,000,000+ Telegram : 100,000,000+ Truecaller: Caller ID, SMS spam blocking & Dialer : 100,000,000+ UC Browser Mini -Tiny Fast Private & Secure : 100,000,000+ Viber Messenger : 500,000,000+ WeChat : 100,000,000+ Yahoo Mail – Stay Organized : 100,000,000+ BBM - Free Calls & Messages : 100,000,000+
for app in android_final:
if app[1] == 'HEALTH_AND_FITNESS':
print(app[0], ':', app[5])
Step Counter - Calorie Counter : 500,000+ Lose Belly Fat in 30 Days - Flat Stomach : 5,000,000+ Pedometer - Step Counter Free & Calorie Burner : 1,000,000+ Six Pack in 30 Days - Abs Workout : 10,000,000+ Lose Weight in 30 Days : 10,000,000+ Pedometer : 10,000,000+ LG Health : 10,000,000+ Step Counter - Pedometer Free & Calorie Counter : 10,000,000+ Pedometer, Step Counter & Weight Loss Tracker App : 10,000,000+ Sportractive GPS Running Cycling Distance Tracker : 1,000,000+ 30 Day Fitness Challenge - Workout at Home : 10,000,000+ Home Workout for Men - Bodybuilding : 1,000,000+ Fat Burning Workout - Home Weight lose : 100,000+ Buttocks and Abdomen : 500,000+ Walking for Weight Loss - Walk Tracker : 100,000+ Running & Jogging : 500,000+ Sleep Sounds : 1,000,000+ Fitbit : 10,000,000+ Lose Belly Fat-Home Abs Fitness Workout : 50,000+ Cycling - Bike Tracker : 500,000+ Abs Training-Burn belly fat : 100,000+ Calorie Counter - EasyFit free : 1,000,000+ Aunjai i lert u : 500,000+ Garmin Connect™ : 10,000,000+ BetterMe: Weight Loss Workouts : 5,000,000+ Bike Computer - GPS Cycling Tracker : 1,000,000+ Six Packs for Man–Body Building with No Equipment : 100,000+ Running Distance Tracker + : 1,000,000+ The TK-App - everything under control : 100,000+ Runkeeper - GPS Track Run Walk : 10,000,000+ Walking: Pedometer diet : 1,000,000+ Recipes for hair and face tried : 500,000+ Abs Workout - 30 Days Fitness App for Six Pack Abs : 100,000+ 8fit Workouts & Meal Planner : 10,000,000+ Keep Trainer - Workout Trainer & Fitness Coach : 1,000,000+ Couch to 10K Running Trainer : 500,000+ PumpUp — Fitness Community : 1,000,000+ Home workouts - fat burning, abs, legs, arms,chest : 1,000,000+ Running Weight Loss Walking Jogging Hiking FITAPP : 1,000,000+ Strava Training: Track Running, Cycling & Swimming : 10,000,000+ Workout Trainer: fitness coach : 10,000,000+ Fabulous: Motivate Me! Meditate, Relax, Sleep : 5,000,000+ StrongLifts 5x5 Workout Gym Log & Personal Trainer : 1,000,000+ Run with Map My Run : 5,000,000+ 7 Minute Workout : 10,000,000+ Workout Tracker & Gym Trainer - Fitness Log Book : 500,000+ Freeletics: Personal Trainer & Fitness Workouts : 10,000,000+ Fitbit Coach : 1,000,000+ JEFIT Workout Tracker, Weight Lifting, Gym Log App : 5,000,000+ Map My Ride GPS Cycling Riding : 1,000,000+ Daily Workouts - Exercise Fitness Routine Trainer : 10,000,000+ Google Fit - Fitness Tracking : 10,000,000+ Weight Loss Running by Verv : 1,000,000+ Sworkit: Workouts & Fitness Plans : 5,000,000+ Map My Fitness Workout Trainer : 1,000,000+ Sports Tracker Running Cycling : 5,000,000+ Seven - 7 Minute Workout Training Challenge : 1,000,000+ Daily Yoga - Yoga Fitness Plans : 5,000,000+ Relax Meditation: Sleep with Sleep Sounds : 1,000,000+ Free Meditation - Take a Break : 100,000+ Meditate OM : 1,000,000+ Yoga - Track Yoga : 500,000+ My Chakra Meditation : 500,000+ Relax with Andrew Johnson Lite : 100,000+ Meditation Music - Relax, Yoga : 1,000,000+ Down Dog: Great Yoga Anywhere : 500,000+ 21-Day Meditation Experience : 100,000+ My Chakra Meditation 2 : 100,000+ Simply Yoga - Fitness Trainer for Workouts & Poses : 1,000,000+ Relax Melodies: Sleep Sounds : 5,000,000+ Simple Habit Meditation : 500,000+ Headspace: Meditation & Mindfulness : 10,000,000+ Yoga Studio: Mind & Body : 100,000+ Pregnancy & Baby Tracker : 1,000,000+ My Cycles Period and Ovulation : 1,000,000+ I’m Expecting - Pregnancy App : 1,000,000+ The Bump Pregnancy Tracker : 1,000,000+ My Days - Ovulation Calendar & Period Tracker ™ : 5,000,000+ Best Ovulation Tracker Fertility Calendar App Glow : 1,000,000+ Eve Period Tracker - Love, Sex & Relationships App : 1,000,000+ Fertility Friend Ovulation App : 1,000,000+ Pregnancy Tracker : 500,000+ Period Tracker : 10,000,000+ Spot On Period, Birth Control, & Cycle Tracker : 500,000+ OvuView: Ovulation and Fertility : 1,000,000+ Period Tracker - Period Calendar Ovulation Tracker : 100,000,000+ Period Tracker Clue: Period and Ovulation Tracker : 10,000,000+ Calorie Counter - MyFitnessPal : 50,000,000+ WomanLog Calendar : 5,000,000+ Geocaching® : 5,000,000+ Map My Hike GPS Hiking : 500,000+ ViewRanger - Hike, Ride or Walk : 1,000,000+ Runtastic Mountain Bike GPS Tracker : 1,000,000+ AllTrails: Hiking, Running & Mountain Bike Trails : 1,000,000+ Water Drink Reminder : 10,000,000+ Zombies, Run! 5k Training (Free) : 50,000+ Tracks : 50,000+ YAZIO Calorie Counter, Nutrition Diary & Diet Plan : 5,000,000+ Technutri - calorie counter, diet and carb tracker : 5,000,000+ Couch to 5K by RunDouble : 1,000,000+ Fooducate Healthy Weight Loss & Calorie Counter : 1,000,000+ Weight Watchers Mobile : 5,000,000+ Walk with Map My Walk : 5,000,000+ My Diet Coach - Weight Loss Motivation & Tracker : 10,000,000+ Endomondo - Running & Walking : 10,000,000+ Nike+ Run Club : 10,000,000+ Lose It! - Calorie Counter : 10,000,000+ Runtastic Running App & Mile Tracker : 10,000,000+ Calorie Counter - MyNetDiary : 1,000,000+ 10 Best Foods for You : 500,000+ MyPlate Calorie Tracker : 1,000,000+ My Diet Diary Calorie Counter : 1,000,000+ Calorie Counter - Macros : 100,000+ Weight Loss Tracker - RecStyle : 1,000,000+ Lark - 24/7 Health Coach : 100,000+ MealLogger-Photo Food Journal : 50,000+ Health and Nutrition Guide : 500,000+ Calorie Counter & Diet Tracker : 1,000,000+ Food Calorie Calculator : 100,000+ Monitor Your Weight : 5,000,000+ Calorie Counter by FatSecret : 10,000,000+ Eat Fit - Diet and Health Free : 100,000+ Self Healing : 500,000+ Happify : 100,000+ Binaural Beats Therapy : 1,000,000+ Pacifica - Stress & Anxiety : 500,000+ Relaxing Sounds : 100,000+ White Sound Pro : 500,000+ Insight Timer - Free Meditation App : 1,000,000+ Self-help Anxiety Management : 500,000+ Brain Waves - Binaural Beats : 500,000+ Prana Breath: Calm & Meditate : 1,000,000+ 7 Cups: Anxiety & Stress Chat : 500,000+ Calm - Meditate, Sleep, Relax : 5,000,000+ White Noise Lite : 1,000,000+ Stop, Breathe & Think: Meditation & Mindfulness : 1,000,000+ Oral-B App : 1,000,000+ f.lux (preview, root-only) : 500,000+ HPlus : 100,000+ H Band 2.0 : 500,000+ H-Connect : 5,000+ H Band : 10,000+ J - Style Pro : 10,000+ K Health : 50,000+ Vi Trainer : 5,000+ 30 Day Ab Challenge : 500,000+ Ultimate Ab & Core Workouts : 1,000,000+ Abs Workout - Burn Belly Fat with No Equipment : 10,000,000+ 6 Pack Promise - Ultimate Abs : 1,000,000+ Abs, Core & Back Workout Challenge : 100,000+ AB Mobile App : 100,000+ Daily Ab Workout - Core & Abs Fitness Exercises : 10,000,000+ Abs workout 7 minutes : 1,000,000+ 30 Day Ab Challenge FREE : 1,000,000+ ABS Workout - Belly workout, 30 days AB : 100,000+ 7 minute abs workout - Daily Ab Workout : 100,000+ 5 Minute Ab Workouts : 50,000+ 30 Day AB Challenge - Lumowell : 10,000+ Ab Workouts : 1,000,000+ Ab Workouts - Ab Generator : 1,000+ Abs workout - 21 Day Fitness Challenge : 1,000,000+ Ladies' Ab Workout FREE : 1,000,000+ 30-Day Ab Challenge Tracker : 10,000+ AF Hydro : 10,000+ AF Nutrition - Integratori : 100+ AH Connect (Adventist Health) : 1,000+ be'ah : 10+ We're Working Out - Al Kavadlo : 50,000+ AQ Dentals : 10+ Sleep as Android Gear Addon : 100,000+ Sleep as Android Garmin Addon : 10,000+ Samsung Health : 500,000,000+ Runtastic Sleep Better: Sleep Cycle & Smart Alarm : 5,000,000+ Twilight: Blue light filter : 5,000,000+ MediBeat for AW - Android (1) : 500+ Q7 SmartWatch : 10,000+ AY Oakmont : 10+ Cures A-Z : 100,000+ BA Accesible : 1,000+ Fitness Dance for Zum.ba Workout Exercise : 50,000+ BD Provider App : 5,000+ BF Scale Health Fitness Tool : 1,000+ Women"s Health Tips(Breast,Face,Body,weight lose) : 1,000,000+ Revita.bg : 10+ Blood Glucose Tracker : 100,000+ BH by Kinomap : 10,000+ BH - Fitness & Nutrition : 1+ FitConsole : 50,000+ Run on Earth : 50,000+ Treadmill Workouts Free (P) : 1,000+ The Daily BJ : 500+ Hungry Girl Diet Bk. Companion : 1,000+ BL ONLINE PERSONAL TRAINING : 5+ Poop Tracker - Toilet Log : 10,000+ BM Pharmacy : 1,000+ BM Physiotherapy Clinic : 100+ My BP Lab : 10,000+ BP Tracker : 1,000+ MI-BP : 50+ Deep Breathe BP : 1,000+ BP Toolbox : 1,000+ Blood pressure : 500,000+ Bacterial Vaginosis : 100+ Bacterial Vaginosis 🇺🇸 : 500+ Bacteria Vaginosis : 1,000,000+ Bacterial vaginosis Treatment - Sexual disease : 500+ Home Remedies for Bacterial Infections : 50+ Benefit Extras Mobile App : 1,000+ Kick Axe Bx : 1+ CB Martial Arts : 10+ CB NFC Pendant : 50+ CB Fit : 10+ C B Patel Health Club : 100+ CF SPOT : 100+ CF Talenti : 100+ Thrive CF : 100+ CF Townsville : 100+ CF Etowah : 100+ Cystic Fibrosis Symptoms, Doctors & Treatments : 100+ CF Themis : 100+ CF Riga : 100+ Casa CF : 500+ CampGladiator : 50,000+ CG Fit Scale : 1,000+ Pharmacy CI - Pharmacies de garde Côte d'Ivoire : 100,000+ Pharmacie de Garde CI et Prix : 100,000+ CJ Fitness : 10,000+ The CJ Rubric : 100+ CK SKILLZ : 50+ CK Life : 100+ CK Pharmacies : 100+ CK Active : 10+ CL-Customer Care : 5+ CL Strength : 50+ The ClubHouse CR : 100+ Evolution Marketing CR : 1,000+ I AM C.T. : 1,000+ Cy's Elma Pharmacy : 10+ DG Fitness : 100+ DG Xplained : 100+ Stop Smoking - EasyQuit free : 500,000+ Dr. Muscle : 10,000+ DS Companion : 50+ Eat Right Diet (by Dt Shreya's Family Diet Clinic) : 10+ Dt. Jyothi Srinivas : 100+ DT NO.I : 1,000+ Bodyworks DW : 10+ D.W Bien Être : 10+ Cloud DX Connected Health : 100+ DY Fitness : 10+ PHARMAGUIDE (DZ) : 5,000+ DEM DZ : 100+ Eb & flow Yoga Studio : 10+ EF Coach : 500+ EF Academy : 50+ Period Tracker, Pregnancy Calculator & Calendar 🌸 : 10,000+ EO App. SelfCompassion to you : 100+ Nike Training Club - Workouts & Fitness Plans : 10,000,000+ Ideal Weight, BMI Calculator : 5,000,000+ Fitness & Bodybuilding : 5,000,000+ CALIOPE EU: Air Quality : 1,000+ Home Workout - No Equipment : 10,000,000+ EW MOTION THERAPY : 10+ SCI-Ex : 1,000+ X your Ex - Break Up Treatment : 5,000+ Dream EZ : 10,000+ FD Fitness : 50+ L!FE Premium Training : 100+ Santa Fe Thrive : 50+ Burn Your Fat With Me! FG : 1,000,000+ FH Calculator : 500+ Restaurant Inspections - FL : 10,000+ Florida Blue : 100,000+
for app in android_final:
if app[1] == 'HEALTH_AND_FITNESS' and (app[5] == '1,000,000,000+' or app[5] == '500,000,000+' or app[5] == '100,000,000'):
print(app[0], ':', app[5])
Samsung Health : 500,000,000+