Notebook

APPS ANALYSIS¶

The project is about the analyzing apps to understand the type of apps that would likely attract more users
At the end of this project, I should be able to utilize my knowledge on python syntax, dictionaries, lists, conditional statements, loops, variables and functions.

In [1]:

#store the two datasets as list of lists

#first open the files
opened_file = open('AppleStore.csv')
opened_files = open('googleplaystore.csv')

#read the files
from csv import reader
read_file = reader(opened_file)
read_files = reader(opened_files)

#convert these read files to lists
app_list = list(read_file)
goo_list = list(read_files)

In [2]:

#writing an explore function to explore the datasets
def explore_data(dataset, start, end, rows_and_columns=False):
    dataset_slice = dataset[start:end]
    for row in dataset_slice:
        print(row)
        print('\n') #adds a new line(empty) ater each row
    if rows_and_columns:
        print('Number of rows:', len(dataset))
        print('Number of columns:', len(dataset[0]))

In [3]:

explore_data(app_list[1:], 0, 6, 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']


['429047995', 'Pinterest', '74778624', 'USD', '0.0', '1061624', '1814', '4.5', '4.0', '6.26', '12+', 'Social Networking', '37', '5', '27', '1']


Number of rows: 7197
Number of columns: 16

In [4]:

explore_data(goo_list[1:], 0, 3, True)

['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']


Number of rows: 10841
Number of columns: 13

In [5]:

print(app_list[0])

['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']

In [6]:

print(goo_list[0])

['App', 'Category', 'Rating', 'Reviews', 'Size', 'Installs', 'Type', 'Price', 'Content Rating', 'Genres', 'Last Updated', 'Current Ver', 'Android Ver']

Since we're trying to analyze free apps that would attract customers, the following columns should be appropriate for analysing apple-store:

size_bytes
rating_count_tot
rating_count_ver
user_rating
user_rating_ver
ver
cont_rating
prime_genre
sup_devices.num
lang.num

The following columns should be appropriate for analysing google-store: * category * rating * reviews * size * installs * content rating * genres * last updated * current ver * android ver

In [7]:

print(len(goo_list[10473]))

The index 10473's row has a missing value To clean the dataset, I'm going to remove the row using 'del' once

In [8]:

del goo_list[10473]

In [9]:

for app in goo_list:
    name = app[0]
    if name == 'Slack':
        print(app)

['Slack', 'BUSINESS', '4.4', '51507', 'Varies with device', '5,000,000+', 'Free', '0', 'Everyone', 'Business', 'August 2, 2018', 'Varies with device', 'Varies with device']
['Slack', 'BUSINESS', '4.4', '51507', 'Varies with device', '5,000,000+', 'Free', '0', 'Everyone', 'Business', 'August 2, 2018', 'Varies with device', 'Varies with device']
['Slack', 'BUSINESS', '4.4', '51510', 'Varies with device', '5,000,000+', 'Free', '0', 'Everyone', 'Business', 'August 2, 2018', 'Varies with device', 'Varies with device']

From the output above, it is obvious that some apps on goo_list have the same name and hence duplicates.

In [10]:

#to find the number of duplicates in the dataset
duplicate_list = []
unique_list = []
for app in goo_list:
    name = app[0]
    #if there's a name in the unique_list already, move to the duplicate_list
    if name in unique_list:
        duplicate_list.append(name)
    else:
        unique_list.append(name)
print('The number of duplicate apps in the dataset are:', len(duplicate_list))

The number of duplicate apps in the dataset are: 1181

From the output above, the number of duplicate apps in the dataset are over a thousand!!!
We would need to remove them all.

In [11]:

for app in goo_list:
    name = app[0]
    if name == 'Slack':
        print(app)

['Slack', 'BUSINESS', '4.4', '51507', 'Varies with device', '5,000,000+', 'Free', '0', 'Everyone', 'Business', 'August 2, 2018', 'Varies with device', 'Varies with device']
['Slack', 'BUSINESS', '4.4', '51507', 'Varies with device', '5,000,000+', 'Free', '0', 'Everyone', 'Business', 'August 2, 2018', 'Varies with device', 'Varies with device']
['Slack', 'BUSINESS', '4.4', '51510', 'Varies with device', '5,000,000+', 'Free', '0', 'Everyone', 'Business', 'August 2, 2018', 'Varies with device', 'Varies with device']

if you inspect all the columns in the duplicate rows above, you'll notice that almost all the values in each column are the same, except for the fourth column which contains number of reviews values. Since the number of reviews change, this means the the duplicate information about slack were scrapped at different time and we would only pick the information with the highest number of reviews.

In [12]:

reviews_max = dict()
for row in goo_list[1:]:
    name = row[0]
    n_reviews = float(row[3])
    if name in reviews_max and reviews_max[name] < n_reviews:
        reviews_max[name] = n_reviews
    if name not in reviews_max:
        reviews_max[name] = n_reviews

print(len(reviews_max))

In [13]:

android_clean = list()
already_added = list()

In [14]:

for row in goo_list[1:]:
    name = row[0]
    n_reviews = float(row[3])
    if n_reviews == reviews_max[name] and name not in already_added:
        android_clean.append(row)
        already_added.append(name)
print(len(android_clean))

The purpose of the two cells above is to remove duplicates. To achieve this, we had already prepared a dictionary named reviews_max which has the name of the app and the maximum number of reviews. We used reviews_max to filter goo_list and selected the rows that contain the maximum number of reviews saved in the dictionary.
android_clean list should contain the clean rows while already_added list should contain the name of rows that are already in android_clean list.
we looped through the goo_list. For every iteration, we conditioned that android_clean list should only accept rows with: n_reviews same as the value for the name of the corresponding row in reviews_max dictionary and also whose name is not in already_added list.

In [15]:

def not_english(string):
    for character in string:
        if ord(character) > 127:
            return False
        
    return True

In [16]:

not_english('Instagram')

Out[16]:

True

In [17]:

not_english('爱奇艺PPS -《欢乐颂2》电视剧热播')

Out[17]:

False

In [18]:

not_english('Docs To Go™ Free Office Suite')

Out[18]:

False

In [19]:

not_english('Instachat 😜')

Out[19]:

False

English words with emojis and special characters where ignored as not english because emojis and some special characters have ascii beyond 127

In [20]:

ord('😜')

Out[20]:

In [21]:

def is_english(string):
    non_ascii = 0
    for character in string:
        if ord(character) > 127:
            non_ascii += 1
    if non_ascii > 3:
        return False
    else:
        return True

In [22]:

is_english('Docs To Go™ Free Office Suite')

Out[22]:

True

In [23]:

is_english('Instachat 😜')

Out[23]:

True

In [24]:

is_english('爱奇艺PPS -《欢乐颂2》电视剧热播')

Out[24]:

False

In [25]:

new_android = list()
new_ios = list()
english = list()

In [26]:

for row in android_clean:
    name = row[0]
    if is_english(name):
        new_android.append(row)
        
explore_data(new_android, 0, 2, True)

['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']


Number of rows: 9614
Number of columns: 13

In [27]:

for row in app_list[1:]:
    name = row[1]
    if is_english(name):
        new_ios.append(row)
        
explore_data(new_ios, 0, 2, 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']


Number of rows: 6183
Number of columns: 16

In [28]:

android = list()
ios = list()

In [29]:

for row in new_android:
    price = row[7]
    if price == '0':
        android.append(row)
print(len(android))

In [30]:

for row in new_ios:
    price = float(row[4])
    if price == 0:
        ios.append(row)
print(len(ios))

After cleaning out wrong row, duplicated rows, non-english apps and non-free apps from our list, we have 8864 rows for android and 3222 rows for ios.

We want to build an app that would be successful on both android and ios platforms.
Our validation strategy is in three steps:

Build a minimal version of the app first and place on google play store.
If there's a good response from users then we would develop the app.
If the app is profitable after six months, we would build an ios version of the app and add it to the app store.

One of the ways I hope to find the patterns that led to a successful app is to check out the most common genres among the apps on the google play store and ios store

In [31]:

print(goo_list[0])
print('\n')
print(app_list[0])

['App', 'Category', 'Rating', 'Reviews', 'Size', 'Installs', 'Type', 'Price', 'Content Rating', 'Genres', 'Last Updated', 'Current Ver', 'Android Ver']


['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']

The name of the columns I would use to generate a frequency table for genres of apps on the android store are Category and Genres. The indices of these column are 1 and 9
The name of the column I would use to generate a frequency table for genres of apps on the ios store is prime_genre. The index this column is 11

In [32]:

def freq_table(dataset, index):
    frequency_table = dict()
    for row in dataset:
        value = row[index]
        if value in frequency_table:
            frequency_table[value] += 1
        else:
            frequency_table[value] = 1
    for key in frequency_table:
        frequency_table[key] /= len(dataset)
        frequency_table[key] *= 100
    return frequency_table

def display_table(dataset, index):
    table = freq_table(dataset, index)
    table_display = list()
    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])

In [33]:

display_table(ios, 11)

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

In [34]:

display_table(android, 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

In [35]:

display_table(android,9)

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

Analyses results of ios and android apps¶

For free english ios apps:¶

The most common app was of the Games genre
The second most common app was of the Entertainment genre
Games has a suprising 58% of all the apps on the ios. That's more than half!!!
Most of the apps on the ios store are designed for entertainment than for practical purposes
Despite the shocking results of this analyses, I believe it would be impractical to build an app based on this frequency table result alone. This is because large amount of apps created for a category doesn't necessarily mean it has a large number of users

For android apps:¶

It's difficult to decide the most common app based on genre since there are two categories that represent the genre on the android store. These are the category and the genre columns. So I would give the analyses questions different answers based on each of these columns.
For the category column, the most common app is of the family genre. But this is not exactly precise since family apps can also be made up of games as shown in the image below ![Image](Annotation 2020-04-02 234148.jpg).
For the genre column, the most common app is of the tools category.
For the category column, the second most common app is of the games genre
For the genre column, the second most common app is of the entertainment category
The number of apps created based on category are balanced compared with the ios app
This analyses only showed the number of apps created and not the number of users that engaged in each category

In [36]:

app_genre = freq_table(ios, 11)

In [37]:

avg_ios = dict()
for genre in app_genre:
    total = 0
    len_genre = 0
    for row in ios:
        genre_app = row[11]
        if genre_app == genre:
            rating_sum = float(row[5])
            total += rating_sum
            len_genre += 1
    avg_genre = total/len_genre
    avg_ios[genre] = avg_genre
    print(genre, ':', avg_genre)

Shopping : 26919.690476190477
Utilities : 18684.456790123455
Navigation : 86090.33333333333
Weather : 52279.892857142855
News : 21248.023255813954
Travel : 28243.8
Health & Fitness : 23298.015384615384
Music : 57326.530303030304
Lifestyle : 16485.764705882353
Finance : 31467.944444444445
Sports : 23008.898550724636
Book : 39758.5
Social Networking : 71548.34905660378
Games : 22788.6696905016
Reference : 74942.11111111111
Food & Drink : 33333.92307692308
Photo & Video : 28441.54375
Medical : 612.0
Productivity : 21028.410714285714
Catalogs : 4004.0
Business : 7491.117647058823
Entertainment : 14029.830708661417
Education : 7003.983050847458

In [38]:

#trying to select genres that have reviews higher than 10,000
for genre in avg_ios:
    if avg_ios[genre] >= 20000:
        print(genre, ':', avg_ios[genre])

Shopping : 26919.690476190477
Navigation : 86090.33333333333
Weather : 52279.892857142855
News : 21248.023255813954
Travel : 28243.8
Health & Fitness : 23298.015384615384
Finance : 31467.944444444445
Music : 57326.530303030304
Social Networking : 71548.34905660378
Games : 22788.6696905016
Reference : 74942.11111111111
Food & Drink : 33333.92307692308
Book : 39758.5
Photo & Video : 28441.54375
Productivity : 21028.410714285714
Sports : 23008.898550724636

Now, we're going to analyze each of these genres above to check out the perfect one for use to venture in

In [39]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Music':
        print(name, ':', rating)

Pandora - Music & Radio : 1126879.0
Spotify Music : 878563.0
Shazam - Discover music, artists, videos & lyrics : 402925.0
iHeartRadio – Free Music & Radio Stations : 293228.0
SoundCloud - Music & Audio : 135744.0
Magic Piano by Smule : 131695.0
Smule Sing! : 119316.0
TuneIn Radio - MLB NBA Audiobooks Podcasts Music : 110420.0
Amazon Music : 106235.0
SoundHound Song Search & Music Player : 82602.0
Sonos Controller : 48905.0
Bandsintown Concerts : 30845.0
Karaoke - Sing Karaoke, Unlimited Songs! : 28606.0
My Mixtapez Music : 26286.0
Sing Karaoke Songs Unlimited with StarMaker : 26227.0
Ringtones for iPhone & Ringtone Maker : 25403.0
Musi - Unlimited Music For YouTube : 25193.0
AutoRap by Smule : 18202.0
Spinrilla - Mixtapes For Free : 15053.0
Napster - Top Music & Radio : 14268.0
edjing Mix:DJ turntable to remix and scratch music : 13580.0
Free Music - MP3 Streamer & Playlist Manager Pro : 13443.0
Free Piano app by Yokee : 13016.0
Google Play Music : 10118.0
Certified Mixtapes - Hip Hop Albums & Mixtapes : 9975.0
TIDAL : 7398.0
YouTube Music : 7109.0
Nicki Minaj: The Empire : 5196.0
Sounds app - Music And Friends : 5126.0
SongFlip - Free Music Streamer : 5004.0
Simple Radio - Live AM & FM Radio Stations : 4787.0
Deezer - Listen to your Favorite Music & Playlists : 4677.0
Ringtones for iPhone with Ringtone Maker : 4013.0
Bose SoundTouch : 3687.0
Amazon Alexa : 3018.0
DatPiff : 2815.0
Trebel Music - Unlimited Music Downloader : 2570.0
Free Music Play - Mp3 Streamer & Player : 2496.0
Acapella from PicPlayPost : 2487.0
Coach Guitar - Lessons & Easy Tabs For Beginners : 2416.0
Musicloud - MP3 and FLAC Music Player for Cloud Platforms. : 2211.0
Piano - Play Keyboard Music Games with Magic Tiles : 1636.0
Boom: Best Equalizer & Magical Surround Sound : 1375.0
Music Freedom - Unlimited Free MP3 Music Streaming : 1246.0
AmpMe - A Portable Social Party Music Speaker : 1047.0
Medly - Music Maker : 933.0
Bose Connect : 915.0
Music Memos : 909.0
UE BOOM : 612.0
LiveMixtapes : 555.0
NOISE : 355.0
MP3 Music Player & Streamer for Clouds : 329.0
Musical Video Maker - Create Music clips lip sync : 320.0
Cloud Music Player - Downloader & Playlist Manager : 319.0
Remixlive - Remix loops with pads : 288.0
QQ音乐HD : 224.0
Blocs Wave - Make & Record Music : 158.0
PlayGround • Music At Your Fingertips : 150.0
Music and Chill : 135.0
The Singing Machine Mobile Karaoke App : 130.0
radio.de - Der Radioplayer : 64.0
Free Music -  Player & Streamer  for Dropbox, OneDrive & Google Drive : 46.0
NRJ Radio : 38.0
Smart Music: Streaming Videos and Radio : 17.0
BOSS Tuner : 13.0
PetitLyrics : 0.0

Although there are top apps distributed here, I believe that we should keep this as an option of what we can choose

In [40]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Weather':
        print(name, ':', rating)

The Weather Channel: Forecast, Radar & Alerts : 495626.0
The Weather Channel App for iPad – best local forecast, radar map, and storm tracking : 208648.0
WeatherBug - Local Weather, Radar, Maps, Alerts : 188583.0
MyRadar NOAA Weather Radar Forecast : 150158.0
AccuWeather - Weather for Life : 144214.0
Yahoo Weather : 112603.0
Weather Underground: Custom Forecast & Local Radar : 49192.0
NOAA Weather Radar - Weather Forecast & HD Radar : 45696.0
Weather Live Free - Weather Forecast & Alerts : 35702.0
Storm Radar : 22792.0
QuakeFeed Earthquake Map, Alerts, and News : 6081.0
Moji Weather - Free Weather Forecast : 2333.0
Hurricane by American Red Cross : 1158.0
Forecast Bar : 375.0
Hurricane Tracker WESH 2 Orlando, Central Florida : 203.0
FEMA : 128.0
iWeather - World weather forecast : 80.0
Weather - Radar - Storm with Morecast App : 78.0
Yurekuru Call : 53.0
Weather & Radar : 37.0
WRAL Weather Alert : 25.0
Météo-France : 24.0
JaxReady : 22.0
Freddy the Frogcaster's Weather Station : 14.0
Almanac Long-Range Weather Forecast : 12.0
TodayAir : 0.0
wetter.com : 0.0
WarnWetter : 0.0

I don't see the weather genre as a likely category because most of the apps are owned by a weather forecast station and we're not ready to make such a commitment.

In [41]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Photo & Video':
        print(name, ':', rating)

Instagram : 2161558.0
Snapchat : 323905.0
YouTube - Watch Videos, Music, and Live Streams : 278166.0
Pic Collage - Picture Editor & Photo Collage Maker : 123433.0
Funimate video editor: add cool effects to videos : 123268.0
musical.ly - your video social network : 105429.0
Photo Collage Maker & Photo Editor - Live Collage : 93781.0
Vine Camera : 90355.0
Google Photos - unlimited photo and video storage : 88742.0
Flipagram : 79905.0
Mixgram - Picture Collage Maker - Pic Photo Editor : 54282.0
Shutterfly: Prints, Photo Books, Cards Made Easy : 51427.0
Pic Jointer – Photo Collage, Camera Effects Editor : 51330.0
Color Pop Effects - Photo Editor & Picture Editing : 45320.0
Photo Grid - photo collage maker & photo editor : 40531.0
iSwap Faces LITE : 39722.0
MOLDIV - Photo Editor, Collage & Beauty Camera : 39501.0
Photo Editor by Aviary : 39501.0
Photo Lab: Picture Editor, effects & fun face app : 34585.0
Rookie Cam - Photo Editor & Filter Camera : 33921.0
FotoRus -Camera & Photo Editor & Pic Collage Maker : 32558.0
PicsArt Photo Studio: Collage Maker & Pic Editor : 29078.0
Quik – GoPro Video Editor to edit clips with music : 28654.0
Splice - Video Editor + Movie Maker by GoPro : 28189.0
FreePrints – Photos Delivered : 26060.0
Triller - Music Video & Film Maker : 25683.0
Ghost Lens+Scary Photo Video Edit&Collage Maker : 18316.0
Camera360 - Selfie Filter Camera, Photo Editor : 16729.0
InstaMag - Free Pic and Photo Collage Maker : 16221.0
Over— Edit Photos, Add Text & Captions to Pictures : 16221.0
Photo Transfer App - Easy backup of photos+videos : 15654.0
InstaSize: Photo Editor, Picture Effects & Collage : 15605.0
Prisma: Photo Editor, Art Filters Pic Effects : 15060.0
Filterra – Photo Editor, Effects for Pictures : 14744.0
YouCam Makeup: Magic Makeup Selfie Cam : 14188.0
MSQRD — Live Filters & Face Swap for Video Selfies : 12982.0
Artisto – Video and Photo Editor with Art Filters : 12963.0
InShot Video Editor Music, No Crop, Cut : 12779.0
Layout from Instagram : 12616.0
Face Swap App- Funny Face Changer Photo Effects : 11977.0
Moments - private albums with friends and family : 11955.0
VSCO : 11174.0
Retrica - Selfie Camera with Filter, Sticker & GIF : 11021.0
VivaVideo - Best Video Editor & Photo Movie Maker : 10618.0
Prime Photos from Amazon : 10511.0
Canva - Graphic Design & Photo Editing : 9114.0
Photo Editor- : 9095.0
Snapseed : 8683.0
You Doodle - draw on photos & pictures, add text : 8520.0
PIP Camera-Selfie Cam&Pic Collage&Photo Editor : 8454.0
BeautyPlus - Selfie Camera for a Beautiful Image : 7503.0
Baby Story - Pregnancy Pics Baby Milestones Photo : 6700.0
Capture - Control Your GoPro Camera - Share Video : 6542.0
Meitu : 6478.0
Visage makeup editor plus photo teeth whitener : 5767.0
Video & TV Cast for Chromecast: Best Browser to cast and stream webvideos and local videos on TV & Displays : 5676.0
Adobe Photoshop Mix - Cut out, combine, create : 5253.0
Collageable - Photo Collage Maker, Pic Grid Free : 5112.0
Bazaart Photo Editor Pro and Picture Collage Maker : 4909.0
InstaBeauty -Camera&Photo Editor&Pic Collage Maker : 4818.0
YouCam Perfect - Photo & Selfie Editor : 4293.0
PHHHOTO - Look Alive : 4280.0
MuseCam - Edit Photos & Manual Camera : 4267.0
VR Tube - Virtual Reality 360 Video Player : 4142.0
Fyuse - 3D Photos : 4126.0
MakeupPlus - Natural, Professional Makeup Looks : 3987.0
LINE Camera - Photo editor, Animated Stamp, Filter : 3978.0
Printicular Print Photos - 1 Hour Pickup : 3909.0
Lumyer - augmented reality camera effects : 3896.0
KODAK Kiosk Connect App : 3711.0
Cool Wallpapers for Pokemon : 3694.0
Pro Editor - Video Maker for FaceBook & Youtube : 3668.0
Lomotif Music Video Editor - Add Music & Effects! : 3507.0
Epson iPrint : 2838.0
YouCam Fun - Live Selfie Video Filters : 2522.0
A Color Story : 2436.0
Boomerang from Instagram : 2373.0
B612 - Trendy Filters, Selfiegenic Camera : 2275.0
Polarr Photo Editor - Photo Editing Tools for All : 2246.0
Retouch Vogue - Facetune Wrinkles & Pimples Makeup : 2235.0
Kanvas - Express Yourself : 2177.0
Easy Save - Repost your Instagram Photos & Videos : 2159.0
Meitu HD : 2150.0
Pixlr - Photo Collages, Effects, Overlays, Filters : 2099.0
Patternator Pattern Maker Backgrounds & Wallpapers : 2092.0
BeautyCam - AR Carnie selfie : 2082.0
GIPHY. The GIF Search Engine for All the GIFs : 2069.0
Adobe Photoshop Lightroom for iPad : 2005.0
SuperPhoto - Photo Effects & Filters : 1952.0
Solo Selfie : 1799.0
Felt: Birthday & Greeting Cards & Thank You Card : 1724.0
Perfect Image - Pic Collage Maker, Add Text to Photo, Cool Picture Editor : 1646.0
InstaBoard  for Instagram - photos & videos repost : 1571.0
Adobe Photoshop Lightroom for iPhone : 1494.0
PhotoScan - scanner by Google Photos : 1421.0
RealTimes: Video Maker : 1274.0
Meipai : 1190.0
POTO - Photo Collage Maker : 1149.0
SNOW - Selfie, Motion sticker, Fun camera : 1115.0
Bestie-Beauty Camera 360 & Portrait Selfie Editor : 1035.0
Facetune 2 : 1009.0
Pitu : 968.0
intoLive - Custom Live Photos wallpaper maker : 938.0
LOL Movie: Change your face + voice! : 849.0
Camcorder - Record VHS Home Videos : 830.0
Anime Power FX : 807.0
Squaready for Video - Convert Rectangle Movie Clip into Square Shape for Instagram : 778.0
Canon PRINT Inkjet/SELPHY : 689.0
Microsoft Pix Camera : 678.0
Kwai - Share your video moments : 668.0
Polaroid Print App - ZIP : 631.0
Photo Quilt - Auto Collage Maker : 599.0
Cymera - Photo & Beauty Editor & Collage : 523.0
FACIE : 514.0
Photo Editing Effects & Collage Maker - Effectshop : 422.0
Pic-it Collage - Photo Collage Maker and Editor : 415.0
Candy Camera : 397.0
Microsoft Selfie : 375.0
Color Pop Free - Selective Color Splash Effects and Black & White Photography Editor : 352.0
SelfieCity : 252.0
InstaSave for Instagram - Download & Repost your own Videos & Photos for Free : 243.0
CATCHY Photos-Easter Bunny, Tooth Fairy and more.. : 228.0
SW/NG - Living Photos. Memories that Swing. : 222.0
SlideStory - Create a slideshow movie and a snap video : 220.0
April - Layouts, Photo Collage, and Poster Maker : 165.0
PopCam　Photo : 160.0
Foodie - Delicious Camera for Food : 144.0
FreeVRPlayer : 134.0
Confetti - Geofilter Design Maker for Snapchat : 120.0
Philm-Video&Photo Editor,REAL-TIME Magic Filter : 103.0
Digital Domain : 102.0
Homido 360 VR player : 100.0
Best 9 for Instagram : 88.0
VR Video World - Virtual Reality : 88.0
FilmStory - For All Your Video Editing Needs : 66.0
GIFYme - Create video loops and gifs with amazing filters for Whatsapp and Instagram : 65.0
Kiosk Photo Transfer by Fujifilm : 58.0
Pikazo – AI art that YOU control : 56.0
lollicam - photo, video, and selfie camera : 51.0
LOOKS - Real Makeup Camera : 25.0
C CHANNEL -Watch tips & tricks videos for girls : 21.0
in-capturing moments in life : 16.0
Everfilter - transform your photos into artworks : 15.0
GoSnaps - Share Screenshots for Pokémon GO : 12.0
NightShooting : 9.0
MixChannel : 6.0
Simple Camera - Fast Minimal Design : 3.0
SwapperFace - Face Swap Free, Live Mask Effects : 2.0
LINE Moments - Capture Your Fun Moments : 1.0
Video speed editor - VBooster : 1.0
Video Smith - A Powerful video editing tool set : 1.0
MeiCam -  Video Production Master : 0.0
Instant X - Take instant-camera-like photo with double exposure and bulb mode : 0.0
EOPAN : 0.0
StageCameraHD : 0.0
Pictalive for Live Photos - Create from videos : 0.0
BlurEffect-Blur Photo & Video, Hide Face : 0.0
camera for filter : 0.0
Emojil - original emoji stamp, decoration camera : 0.0
CelebrityDiagnosis! : 0.0

We cannot choose to create an app from the Photo & Video genre because as we can see, there's a lot of apps in this category already and we'll have a lot of competition.

In [42]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Travel':
        print(name, ':', rating)

Google Earth : 446185.0
Yelp - Nearby Restaurants, Shopping & Services : 223885.0
GasBuddy : 145549.0
TripAdvisor Hotels Flights Restaurants : 56194.0
Uber : 49466.0
Lyft : 46922.0
HotelTonight - Great Deals on Last Minute Hotels : 32341.0
Hotels & Vacation Rentals by Booking.com : 31261.0
Southwest Airlines : 30552.0
Airbnb : 22302.0
Expedia Hotels, Flights & Vacation Package Deals : 10278.0
Fly Delta : 8094.0
Hopper - Predict, Watch & Book Flights : 6944.0
United Airlines : 5748.0
Skiplagged — Actually Cheap Flights & Hotels : 1851.0
Viator Tours & Activities : 1839.0
iExit Interstate Exit Guide : 1798.0
Gogo Entertainment : 1482.0
Google Street View : 1450.0
Webcams – EarthCam : 912.0
HISTORY Here : 685.0
DB Navigator : 512.0
Mobike - Dockless Bike Share : 494.0
MiFlight™ – Airport security line wait times at checkpoints for domestic and international travelers : 493.0
BlaBlaCar - Trusted Carpooling : 397.0
Six Flags : 353.0
Google Trips – Travel planner : 329.0
Voyages-sncf.com : book train and bus tickets : 268.0
Trainline UK: Live Train Times, Tickets & Planner : 248.0
Urlaubspiraten : 188.0
铁路12306 : 177.0
Ryanair - Cheapest Fares : 175.0
飞猪 : 154.0
Fleet Air Travel Guide & Airport Directory : 105.0
FlixBus - bus travel in Europe : 92.0
Ab in den Urlaub – Pauschalreisen günstig buchen : 22.0
SNCF : 7.0
skyticket - Reserve Best Valued Air Tickets : 0.0
Fluege.de - Finde den billigsten Flug : 0.0
VoiceTra(Voice Translator) : 0.0

I believe there's enough competition here already so it's not safe to have an app based on the travel category.

In [43]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Games':
        print(name, ':', rating)

Clash of Clans : 2130805.0
Temple Run : 1724546.0
Candy Crush Saga : 961794.0
Angry Birds : 824451.0
Subway Surfers : 706110.0
Solitaire : 679055.0
CSR Racing : 677247.0
Crossy Road - Endless Arcade Hopper : 669079.0
Injustice: Gods Among Us : 612532.0
Hay Day : 567344.0
PAC-MAN : 508808.0
DragonVale : 503230.0
Head Soccer : 481564.0
Despicable Me: Minion Rush : 464312.0
The Sims™ FreePlay : 446880.0
Sonic Dash : 418033.0
8 Ball Pool™ : 416736.0
Tiny Tower - Free City Building : 414803.0
Jetpack Joyride : 405647.0
Bike Race - Top Motorcycle Racing Games : 405007.0
Kim Kardashian: Hollywood : 397730.0
Trivia Crack : 393469.0
WordBrain : 391401.0
Sniper 3D Assassin: Shoot to Kill Gun Game : 386521.0
Flow Free : 373857.0
Geometry Dash Lite : 370370.0
▻Sudoku : 359832.0
Fruit Ninja® : 327025.0
Pixel Gun 3D : 301182.0
Temple Run 2 : 295211.0
My Horse : 293857.0
Word Cookies! : 287095.0
Dragon City Mobile : 277268.0
The Simpsons™: Tapped Out : 274501.0
Plants vs. Zombies™ 2 : 267394.0
Clash Royale : 266921.0
Pokémon GO : 257627.0
CSR Racing 2 : 257100.0
Star Wars™: Commander : 253448.0
Boom Beach : 241929.0
MARVEL Contest of Champions : 233599.0
MADDEN NFL Mobile : 230289.0
Bejeweled Blitz : 221002.0
Can You Escape : 218024.0
Fallout Shelter : 199396.0
SimCity BuildIt : 198338.0
Real Basketball : 198050.0
Asphalt 8: Airborne : 188568.0
Magic Jigsaw Puzzles : 187666.0
Farm Heroes Saga : 187579.0
Beer Pong Game : 187315.0
Glow Hockey 2 FREE : 186653.0
Pictoword: Fun 2 Pics Guess What's the Word Trivia : 186089.0
ROBLOX : 183621.0
Bejeweled Classic : 183259.0
Daily Celebrity Crossword : 181384.0
AdVenture Capitalist : 181359.0
Blackjack by MobilityWare : 180087.0
Call of Duty®: Heroes : 179416.0
Deer Hunter Classic : 179111.0
Agar.io : 176514.0
Piano Tiles (Don't Tap The White Tile) : 172686.0
Angry Birds Rio : 170843.0
The Secret Society® - Hidden Mystery : 168674.0
Real Racing 3 : 164483.0
Highway Rider : 164377.0
Words with Friends – Best Word Game : 160668.0
Bowmasters - Top Multiplayer Bowman Archery Game : 159323.0
aa : 158845.0
2048 : 157882.0
Episode - Choose Your Story : 155903.0
Dumb Ways to Die : 151559.0
Jurassic World™: The Game : 149138.0
Color Switch : 145043.0
Iron Force : 141634.0
Racing Penguin Free - Top Flying and Diving Game : 141224.0
Two Dots : 139486.0
Jigsaw Puzzle : 138726.0
Summoners War : 137122.0
Sniper Shooter: Gun Shooting Games : 134080.0
Candy Crush Soda Saga : 133394.0
My Singing Monsters : 130519.0
Spider Solitaire Free by MobilityWare : 128739.0
Smash Hit : 126233.0
▻Solitaire : 124618.0
My Talking Tom : 123859.0
Clumsy Ninja : 123032.0
Tetris® Blitz : 122868.0
Star Wars™: Galaxy of Heroes : 122260.0
Bubble Mania™ : 122081.0
Geometry Dash Meltdown : 117470.0
Beat the Boss 2 : 117338.0
Village Life: Love, Marriage and Babies : 116620.0
MORTAL KOMBAT X : 114475.0
Sky Burger - Build & Match Food Free : 114096.0
Big Fish Casino – Best Vegas Slot Machines & Games : 113959.0
Monster Legends RPG - War, Fight & Heroes Game : 111579.0
Fairway Solitaire Blast : 110062.0
Angry Birds 2 : 109104.0
Hill Climb Racing : 108183.0
Game of War - Fire Age : 107916.0
slither.io : 107817.0
Cooking Fever : 107797.0
Angry Birds Transformers : 106434.0
⋆Solitaire : 106398.0
ZigZag : 104502.0
Family Guy: The Quest for Stuff : 104060.0
DoubleDown Casino & Slots  – Vegas Slot Machines! : 101599.0
MLB.com Home Run Derby 17 : 100035.0
Shadow Fight 2 : 99206.0
War Robots : 97122.0
Angry Birds Space : 95892.0
PewDiePie's Tuber Simulator : 90851.0
Angry Birds HD : 89110.0
Super Mario Run : 87958.0
Tap Titans : 87898.0
Score! Hero : 85395.0
Angry Birds Epic RPG : 84680.0
Hungry Shark Evolution : 83784.0
Candy Blast Mania : 81648.0
Godus : 81311.0
Township : 80801.0
4 Pics 1 Word : 80308.0
Blackbox - think outside the box : 80058.0
Egg, Inc. : 79074.0
DEAD TRIGGER : 78918.0
Block Craft 3D: Building Simulator Game For Free : 78412.0
Daddy Long Legs : 76622.0
Nyan Cat: Lost In Space : 76392.0
Toy Blast : 75822.0
Angry Birds Go! : 75793.0
Angry Birds Seasons HD : 75714.0
Covet Fashion - The Game for Dresses & Shopping : 75034.0
QuizUp™ : 72989.0
Bejeweled Classic HD : 70926.0
Angry Birds Rio HD : 70122.0
Trigger Fist : 69624.0
Slots - Pharaoh's Way : 69610.0
Stack : 69368.0
UNO ™ & Friends : 68911.0
Bloons TD Battles : 67861.0
Dream League Soccer 2017 : 66004.0
Solitaire· : 66002.0
Ace Fishing: Wild Catch : 65831.0
MY LITTLE PONY: Magic Princess Quests : 65201.0
LINE: Disney Tsum Tsum : 65155.0
MARVEL Spider-Man Unlimited : 64586.0
Criminal Case : 63291.0
WordBubbles! : 62061.0
Happy Wheels : 60601.0
Cascade: Fun Spin and Match Puzzle Game : 60488.0
Flight Pilot Simulator 3D: Flying Game For Free : 60360.0
Bowling King : 60271.0
Gummy Drop! – A Match 3 Puzzle Game : 59158.0
Viva™ Slots Las Vegas Classic Casino Games : 58738.0
Logos Quiz -Guess the most famous brands, new fun! : 58640.0
Bingo!™ : 56852.0
WordWhizzle : 56054.0
My Boo - Virtual Pet with Mini Games for Kids : 55783.0
Racing Rivals : 55548.0
Piano Tiles 2™(Don't Tap The White Tile 2) : 55077.0
Kendall and Kylie : 55011.0
My Talking Angela : 54549.0
1010! : 53496.0
NYTimes Crossword - Daily Word Puzzle Game : 53465.0
Evil Apples: A Filthy Adult Card & Party Game : 53415.0
WGT Golf Game by Topgolf : 53285.0
Smashy Road: Wanted : 53162.0
Cookie Jam : 52831.0
Frozen Free Fall : 50593.0
WordWhizzle Search : 49635.0
Jelly Jump : 48694.0
Close Up Pics Quiz - Guess the Word Trivia Games : 48032.0
Castle Clash: Brave Squads : 47963.0
Mahjong Journey® : 47949.0
Alice in the Mirrors of Albion: Hidden object game : 47382.0
Super Stickman Golf 2 : 46859.0
Gangstar Vegas : 46705.0
Seekers Notes: Hidden Mystery : 46384.0
Tricky Test 2™: Genius Brain? : 45578.0
Modern Combat 5 : The Multiplayer eSports Shooter : 45270.0
Gardenscapes - New Acres : 45227.0
Wooden Block Puzzle - Wood jigsaw fit 1010 matrix : 44237.0
CSR Classics : 43770.0
Soccer Stars™ : 43216.0
Flippy Bottle Extreme! - Marker Flip Tricky 2K16 : 42435.0
Hangman. : 42316.0
Billionaire – Business Capitalist Tycoon! : 42058.0
World of Tanks Blitz : 41729.0
Pearl's Peril - Hidden Object Adventures : 41428.0
Real Steel World Robot Boxing : 41277.0
Blitz Brigade: Multiplayer FPS shooter online! : 41266.0
Panda Pop : 41214.0
The Sandbox - Building & Crafting a Pixel World! : 41108.0
Disney Emoji Blitz : 41036.0
NBA LIVE Mobile Basketball : 40619.0
YAHTZEE® With Buddies: The Classic Dice Game : 40446.0
Jigsaw Puzzle Collection HD : 40227.0
Angry Birds Space HD : 39502.0
Fishdom : 39217.0
Disney Crossy Road : 38571.0
Zombie Frontier 3 – Top Zombie Shooting Game : 38159.0
Lep's World Free - platformer games : 38075.0
Best Fiends : 37584.0
Hidden City®: Mystery of Shadows : 37304.0
Unison League : 36414.0
Gin Rummy Plus - Multiplayer Online Card Game : 36355.0
Angry Birds POP! - Bubble Shooter : 35711.0
Timberman : 35587.0
Yu-Gi-Oh! Duel Links : 35570.0
Fishing Kings Free+ : 35058.0
Need for Speed™ No Limits : 34998.0
Hearthstone : 34694.0
Angry Birds Star Wars : 34138.0
Dragon Mania Legends: Dragon Breeding Game : 34039.0
Hill Climb Racing 2 : 33854.0
Cooking Dash™ : 33808.0
Angry Birds Star Wars II : 33724.0
Choices: Stories You Play : 33698.0
Egg! : 33407.0
Mr Jump : 33282.0
Jenga : 32527.0
Into the Dead : 32492.0
Candy Crush Jelly Saga : 32395.0
Solitaire TriPeaks: Classic Card Game : 32215.0
Arrow Ambush : 32020.0
Fun Run 2 - Multiplayer Race : 31981.0
Stick Hero : 31727.0
Zombie Tsunami : 31311.0
Neko Atsume: Kitty Collector : 31219.0
100 Balls : 30967.0
Crazy Kitchen : 30704.0
Rolling Sky : 30670.0
WWE Immortals : 29918.0
World Chef: Restaurant & Cooking Game : 29886.0
Dog Simulator 2015 : 29817.0
Twist : 29548.0
Blossom Blast Saga - Fun Flower Match & Grow Game : 29475.0
Trials Frontier : 29090.0
Megapolis : 28902.0
Extreme Car Driving Simulator Free : 28900.0
Pop the Lock : 28754.0
Block! Hexa Puzzle : 28524.0
Dude Perfect 2 : 28361.0
Basketball Stars™ : 28216.0
FINAL FANTASY BRAVE EXVIUS : 28187.0
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Adventure Company : 1392.0
Monster Strike : 1381.0
Warriors of Glory : 1380.0
Beat the Boss 4 : 1368.0
Stickman Base Jumper 2 : 1362.0
Running Man Challenge - Game : 1360.0
Supermarket Girl - Shopping Fun! : 1354.0
Drive Ahead! Sports : 1345.0
Suрer Toss The Turtle : 1339.0
METAL SLUG ATTACK : 1324.0
Phoenix II : 1321.0
Pelé: Soccer Legend : 1310.0
Bullet Hell Monday : 1296.0
Skylanders SuperChargers : 1296.0
TRUMP'S WALL - Build it Huge : 1278.0
GyroSphere Trials : 1267.0
Trolls: Crazy Party Forest! : 1260.0
The Pit : 1257.0
PokeWhere - Live Radar Map for Pokemon GO : 1254.0
My New Baby Story - Makeup Spa & Dressup Games : 1253.0
Tiny Rails : 1252.0
Tap Quest : Gate Keeper : 1252.0
Spellbinders : 1245.0
Train Conductor World : 1238.0
City Police Car Driver Simulator – Drive Cops Auto : 1238.0
Army of Heroes : 1235.0
Ninja UP! : 1233.0
Alliance: Air War - Airplane Flight Simulator Game : 1225.0
Make-Up Touch 2 - Kids Games & Girls Dressup Game : 1214.0
Swaggy Ninja : 1210.0
Super Phantom Cat - Be a jumping bro. : 1206.0
DANDY DUNGEON Legend of Brave Yamada : 1204.0
Vault! : 1203.0
Hex Crush! : 1202.0
Christmas Sweeper 2 : 1200.0
Bear Pop - Bubble Shooter Game : 1195.0
Sophia - My Little Sis : 1193.0
Juggernaut Champions : 1193.0
Dungeon Monsters RPG : 1192.0
Alpaca World HD+ : 1191.0
Star Skater : 1189.0
Handbrake Valet : 1187.0
Hero Simulator: clicker game and idle adventure : 1182.0
Burger – The Game : 1179.0
Warp Shift : 1178.0
Mahjöng : 1173.0
iSlash Heroes : 1170.0
Slots: Get Rich Slot Machines Casino Slot Games : 1168.0
Earn to Die 2 Lite : 1147.0
One More Dash : 1142.0
EA SPORTS™ FIFA 17 Companion : 1137.0
Frozen Free Fall: Icy Shot : 1133.0
Rival Stars College Football : 1132.0
Blocky Racer - Endless Arcade Racing : 1122.0
RAMBOAT - Game of Shoot and Dash, Run and Jump ! : 1114.0
Double Juggle : 1105.0
MultiCraft -- Survival Craft Build Sandbox Game : 1102.0
Slip Away : 1102.0
Dancing with the Stars: The Official Game : 1098.0
BlazBlue RR - the Real Action Game : 1091.0
Flappy Golf 2 : 1089.0
Stretch Dungeon : 1087.0
Smash Fu - Endless Arcade Smasher : 1086.0
Keepy Ducky : 1083.0
Brick Splits : 1077.0
Sky Chasers : 1074.0
Bike Traffic Rider an Extreme Real Endless Road Racer Racing Game : 1052.0
Harvest Land : 1047.0
Buddy Toss : 1018.0
Candy Party: Coin Carnival Dozer : 1017.0
Really Bad Chess : 1015.0
Pocket Troops : 1005.0
Lost in Harmony : 1002.0
PAC-MAN Pop : 1000.0
Tap Tap Builder : 999.0
Emoji Blitz : 999.0
Monster Tail : 998.0
Mr. Crab 2 : 989.0
ROCKY™ : 989.0
Tropical Twist : 982.0
Cartoon Wars 3 : 979.0
Flick Field Goal 17 : 968.0
Fancy Cats : 966.0
Motor World: Bike Factory : 960.0
Forsaken World Mobile MMORPG : 952.0
Color 6 : 951.0
Disney Magical Dice : 947.0
RAD Boarding : 944.0
The Higher Lower Game : 924.0
Bubble Shoot Pet : 914.0
Splat Wars : 913.0
Fitness Girl - Dance and Play at the Gym : 913.0
Nekosan : 905.0
Simulator Run Real Hologram : 903.0
Doodle Jump Easter Special : 900.0
Robbery Bob 2: Double Trouble : 899.0
Teen Titans Go Arcade : 897.0
Leveled! : 897.0
Puzzle Monster Quest - New MultiPlayer : 894.0
Ookujira - Giant Whale Rampage : 878.0
Exit Zone : 875.0
Duel Master - Best Duelist : 871.0
Mushroom Wars 2 : 871.0
Finger Hero: Avoid Obstacles : 870.0
Water Bottle Flip Challenge : 868.0
Combo Quest 2 : 855.0
Clashy Colors : 854.0
KSI Unleashed : 854.0
Zootopia Crime Files: Hidden Object : 853.0
Cake Break : 852.0
Hammer Time! : 839.0
MARVEL Tsum Tsum : 838.0
LEGO® NEXO KNIGHTS™ : MERLOK 2.0 : 837.0
SLOTS: TRUMP vs. HILLARY CLINTON Free Slot Games : 834.0
Dawn of Gods : 833.0
Ketchapp Tennis : 830.0
All is Lost : 829.0
Eden: The Game - Build Your Village! : 823.0
Clash of Queens: Dragons Rise : 820.0
Defenders 2: Tower Defense battle of the frontiers : 818.0
Mimpi : 816.0
Snowboarding The Fourth Phase : 815.0
Pretty Ballerina - Ballet Dreams : 814.0
Hockey Clicker : 813.0
One More Jump : 806.0
Sky Hoppers : 805.0
ReRunners: Race for the World : 804.0
Plantera - Idle Farm Clicker : 802.0
Twisty Board : 800.0
Marry Me - Perfect Wedding Day! : 795.0
Mad City Crime : 793.0
Droppy Balls! : 791.0
Knights of Pen & Paper 2 : 790.0
Battleplans - #1 Battle Strategy & Defense Game : 785.0
One Tap Tennis : 779.0
Crazy Clown Chase : 778.0
Brutal Street : 777.0
Just Rolling : 776.0
Focus! - Can You Tell Them Apart? : 766.0
Versus Run : 766.0
Buddyman Run － keep running! : 762.0
Dustoff Heli Rescue 2 : 754.0
Slots Discovery : 754.0
Play Basketball Hoops 2017 - Real slam dunks game : 751.0
Don't Grind : 751.0
Solitaire ∘ : 741.0
Medal Masters : Call of destiny : 738.0
RAID HQ : 737.0
Hop Shot : 737.0
Kick Hero : 733.0
Wonder Tactics : 730.0
Micro Machines : 729.0
Glob Trotters - Endless Arcade Blobber : 724.0
Lonely One : 723.0
Break Liner : 721.0
The Counter Of Death : 719.0
My First Crush - High School Love : 710.0
Baby Twins - Terrible Two : 710.0
Battle Bears Overclock FPS Epic Multiplayer Shooting Games : 709.0
Riddle Stones - Cross Numbers : 707.0
Stay in the Line - Free : 705.0
Coin Dozer: Haunted : 704.0
Golf Island : 702.0
Dictator 2 : 694.0
Hello Kitty Lunchbox – Food Maker : 694.0
Bubble Buggie : 691.0
Catch Rate : 691.0
Football Heroes PRO 2017 - featuring NFL Players : 691.0
Demi Lovato - Zombarazzie Adventure : 690.0
Escalate : 689.0
Gas Station Car Parking Simulator a Real Road Racing Park Game : 687.0
Diamond Story: Jewelry Quest : 683.0
Lumo Deliveries : 679.0
Stickman Ice Hockey : 676.0
caRRage : 671.0
Mannequin Challenge : 668.0
Kubo: A Samurai Quest ™ - Match, Collect, Battle! : 668.0
Super Slime Blitz – Gumball Endless Arcade Climber : 668.0
Blocky Soccer - Endless Arcade Runner : 667.0
Smash Slots : 663.0
Bridge Construction Simulator 3D a Real City Building Physics Sim : 653.0
Mystic Castle - the Simplest & Best RPG and Adventure Game : 650.0
BARRIER X : 650.0
Gravity Trump : 647.0
Endless Ducker : 639.0
Psych : 635.0
LINE PokoPoko : 631.0
Bike Unchained : 629.0
TIME LOCKER - Shooter : 627.0
Girls PJ Party - Dress Up, Spa & Fun : 621.0
Baby Boss - Care, Dress Up and Play : 616.0
Super Jabber Jump : 612.0
Titan Brawl : 611.0
String Rush : 606.0
Joan Mad Run : 605.0
Gun Master 3: Zombie Slayer : 604.0
GodFinger 2 : 602.0
Choppa : 600.0
Flip That Bottle : 599.0
Robocide : 599.0
Peter Panic : 597.0
Extreme Trucks Simulator : 579.0
Candy Makeup - Sweet Salon Game for Girls : 575.0
Goosebumps Night of Scares : 572.0
Twin Shooter - Invaders : 572.0
Save Dan : 571.0
My Newborn Baby - Mommy & Baby Care : 570.0
Tiny Archers : 568.0
Dictator: Emergence : 567.0
Vector 2 : 554.0
Faily Rider : 544.0
Rising Warriors: War Games - The New Order : 541.0
High 5 Vegas - Hit Slots Casino : 541.0
Is-it Love ? Ryan (Visual Novel) : 539.0
Rooms of Doom : 539.0
Little Broken Robots : 539.0
Rings. : 538.0
Linda Brown: Interactive Story : 537.0
Loop Mania : 534.0
Halfpipe Hero - Retro Arcade Skateboarding : 532.0
I Have A Pen : 527.0
Beneath The Lighthouse : 526.0
War of Warship:Pacific War : 526.0
Stirfry Stunts – We Bare Bears Cooking Game Starring Chef Ice Bear : 525.0
Tesla Tubes: Solve our Logic Games & Brain Puzzles : 524.0
Independence Day Resurgence: Battle Heroes : 523.0
Loop Taxi : 522.0
All Star Quarterback 17 - Football Lifestyle Sim : 521.0
Boo - The World's Cutest Dog Game! : 521.0
Baby Food Fair - Make, Eat, Play - Have Fun! : 520.0
Magic Legion - Age of Heroes : 517.0
Flappy Bird : original version ! : 516.0
Defend the Planet : 510.0
Amusement Park Tour : 506.0
Fit In The Hole : 506.0
Sky Charms : 505.0
Pink Pong : 504.0
CLUE Bingo: Valentine’s Day : 497.0
The Blacklist: Conspiracy : 496.0
Pro Series Drag Racing : 495.0
Deck Heroes: Legacy : 494.0
Red Ball UP! - Bounce Dash & Dodge Spikes : 493.0
Kickerinho World : 490.0
School Lunch Food! : 488.0
High Risers : 486.0
Skylanders™ Creator : 475.0
Dark Sword : 475.0
Wave : 474.0
Soda World - Your Soda Inc : 473.0
Stickman Soccer 2016 : 473.0
Bernie Sandwiches - Run For The White House : 472.0
Blocky Basketball - Endless Arcade Dunker : 470.0
Xmas Swipe - Christmas Match 3 Puzzle : 469.0
Nasty Goats – a Game Shakers App : 468.0
Age of Heroes: Conquest : 468.0
Mafia Mystery : 465.0
*Solitaire* : 460.0
Go Up : 456.0
Real Bouncy Basketball : 455.0
Battle Golf : 455.0
Give It Up! 2 : 453.0
Top Model - Next Fashion Star : 453.0
Fallen London : 451.0
Splashy Cats: Endless Zigzag Arcade Water Game : 450.0
Pastry Picnic : 447.0
I, Viking : 447.0
ZAGA : 444.0
Disco Dave : 444.0
Move the Match - Matchstick Puzzles for Free : 441.0
Ulterior : 441.0
Just Dance Controller : 440.0
Super Duper Punch : 439.0
Lords & Castles - Medieval War Strategy MMO Games : 439.0
Offroad 4x4 Truck Trials Parking Simulator a Real Car Stunt Driving Racing Sim : 438.0
LINE Bubble 2 : 436.0
Princess Fairy Rush - Pony Rainbow Adventure : 435.0
Dream Defense : 432.0
Javelin Masters 3 : 430.0
OK K.O.! Lakewood Plaza Turbo : 430.0
Stickman Football : 429.0
Beyond 14 : 426.0
Fancy Makeup Shop - Brush & Blush : 425.0
LEGO® City My City 2 : 424.0
FURBY CONNECT World : 422.0
Beat Racer : 422.0
Flying Police Car Driving Simulator Free: Criminal Craft Chase : 422.0
Plane Flying Parking Sim a Real Airplane Driving Test Run Simulator Racing Games : 421.0
Water Bottle Flip Challenge : Endless Diving 2K16 : 421.0
Casino X - Free Slot Machines, Poker, Blackjack : 416.0
Hairy Face Salon - Messy Shave Makeover : 416.0
Slingshot Rush : 416.0
splix.io! : 415.0
WordNerd - The picture puzzle game for word nerds : 414.0
UNCHARTED: Fortune Hunter™ : 411.0
Flower Girl - Crazy Wedding Day : 409.0
Landix.io Online : 405.0
Rope Racers - Fun Multiplayer Racing Game : 404.0
Oil Hunt : 403.0
Escape With Words : 402.0
Snakebird : 401.0
Spinning Rings : 399.0
PAC-MAN Bounce - Puzzle Adventure : 392.0
Rhinbo - Endless Runner Game : 391.0
Dream Diary - My Life, My Adventure! : 390.0
Cosmic Challenge: Best online space racing game : 387.0
Hexavoid : 386.0
Lewandowski: Football Star : 385.0
Jump Buddies : 378.0
1-Bit Rogue: A dungeon crawler RPG! : 378.0
Path of War : 377.0
OctoPie - a Game Shakers App : 374.0
Ire - Blood Memory : 373.0
Stony Road : 373.0
Stupid Again : 366.0
Multi Level Car Parking 5 a Real Airport Driving Test Simulator : 365.0
Sugar Slide: The Path Home : 365.0
Game Switch : 363.0
Water Bottle Flip Challenge: Flippy Bottle Diving : 362.0
Steps : 361.0
Infinite Skater : 360.0
Doggy Box : 360.0
Hoverboard Simulator - Night Drive : 360.0
Baby Kim - Care, Play & Dress Up : 360.0
Multi Level 4 Car Parking Simulator a Real Driving Test Run Racing Games : 353.0
Auto Warriors - Tactical Car Combat : 352.0
Police Sniper Prison Guard : 349.0
Dentist Mania: Doctor X Crazy Clinic : 349.0
Arma Mobile Ops : 347.0
Wedding Planner - Dress Up, Makeup & Cake Design : 346.0
Epic Flail : 343.0
Ultimate Briefcase : 343.0
Puppy Life - Secret Pet Party : 343.0
Sports Hero : 343.0
Diner Dynasty : 342.0
Circuroid : 342.0
The Cooking Game- With Cute iMessage Food Stickers : 340.0
Spinny Phone : 339.0
Ketchapp Soccer : 339.0
Crazy Love Story - Wedding Dreams : 337.0
Sacred Legends : 335.0
Tower Knights! : 334.0
Delicious - Emily’s Message in a Bottle : 333.0
SkillTwins Football Game : 332.0
Cops & Robbers! : 328.0
Color Dotz : 326.0
Hoverboard Simulator : 325.0
Crane Game Toreba! : 323.0
FaZes - Run & Jump : 322.0
Baby Airlines - Airport Adventures : 321.0
Crooked Path: Infinity Run : 318.0
Tennis Bits : 316.0
Kids Movie Night - Popcorn & Soda : 314.0
Batman v Superman: Who Will Win : 314.0
Evel Knievel : 313.0
Tap Cats: Idle Warfare : 313.0
Hidden my game by mom - escape room : 311.0
Back To Square One : 310.0
Soccer Hit : 309.0
Mucho Party : 307.0
Pop The Circle! : 304.0
QB Hero : 304.0
Rockstar Girls - Crazy Concert Day : 303.0
Rock The School - Class Clown : 303.0
Z Buster : 301.0
Trio : 300.0
Blair's Fashion Boutique - School Style : 299.0
Driving Zone : 298.0
Cube Skip : 298.0
Mad City Gangs: Nice City : 294.0
Rayman Classic : 293.0
Mixels Rush - Use Mixes, Maxes and Murps to Outrun the Nixels : 288.0
Warlords - Turn Based Strategy : 287.0
Haywire Hospital : 285.0
Cut the Rope HD™ : 285.0
Arcane Online - Fantasy MMORPG : 285.0
Tidal Rider : 284.0
Ice Princess - Royal Wedding Day : 283.0
Spoon Pet Collector : 282.0
Fast Food Rampage : 281.0
Wire Bounce : 279.0
Muhammad Ali: Puzzle King : 277.0
Snail Bob 2 : 276.0
Paper Girl - Morning Madness Adventures : 274.0
CubeMator - Craft, Build and Explore the World : 273.0
Daddy's Little Helper - Messy Home Adventure : 270.0
NeoWars : 267.0
VR Roller Coaster for Google Cardboard : 266.0
Hot Pot Master : 265.0
Dragon Heroes: Shooter RPG : 265.0
Star Cheerleader - High School Tryouts : 263.0
Fruit Pop! Puzzles in Paradise - Fruit Pop Sequel : 261.0
Tooth Fairy Princess - Magical Adventure : 260.0
Learn 2 Fly : 258.0
Solitaire ▪ : 258.0
Maximum Car : 256.0
EatMe.io: Hungry Fish Attack! : 256.0
Magic Mansion : 255.0
WIND runner adventure : 253.0
Car Factory Parking Simulator a Real Garage Repair Shop Racing Game : 253.0
Gang City : 251.0
Stop Curry : 250.0
Supermodel Star - Rule the Runway : 250.0
SBK16 - Official Mobile Game : 249.0
High Dive : 249.0
Osmo Masterpiece : 247.0
Chaos Centurions : 244.0
Dropple : 243.0
Sloomy : 241.0
VR HORROR : 241.0
LEGO® Ninjago: Skybound : 239.0
Sniper: Traffic Hunter : 239.0
Tap the Blocks : 238.0
Dawnbringer : 238.0
Garfield: My BIG FAT Diet : 236.0
VR Street Jump for Google Cardboard : 236.0
My Teacher - School Classroom Play & Learn : 234.0
Chrome Death : 234.0
EXORUN : 234.0
Bonecrusher: Free Awesome Endless Skull & Bone Game : 233.0
Green the Planet 2 : 233.0
Icarus - A Star's Journey : 230.0
My Newborn Kitty - Fluffy Care : 230.0
Flip : 230.0
TALES OF LINK : 229.0
Ice Road Trucker Parking Simulator 2 a Real Monster Truck Car Park Racing Game : 228.0
Crazy Freekick : 228.0
Logic Traces : 228.0
Christmas Stories: The Gift of the Magi : 227.0
Maze Walk VR - Virtual Reality Game Puzzle Apps : 227.0
Wizard Swipe : 226.0
■ Square it! : 226.0
Chef's Quest : 225.0
Jumping Balls! : 225.0
Crossy Maze : 223.0
Las Vegas Valet Limo and Sports Car Parking : 220.0
Asterix and Friends : 219.0
Flick Soccer 17 : 217.0
Through The Fog! : 216.0
Flappy Hoopers: The Shooting Basketball Players : 216.0
Sweet Tales: Match 3 Christmas : 215.0
Adventure Cube : 215.0
Douchebag Beach Club : 213.0
Bouncy Tower : 213.0
Matchsticks ~ Free Puzzle Game with Matches : 212.0
Nukleus : 210.0
Virtual Regatta Offshore : 209.0
Hillarymon Go : 209.0
Yurei Ninja : 205.0
Shopping Mall Car Parking Simulator a Real Driving Racing Game : 205.0
Hoverboard Simulator - Endless Hover Board Race : 203.0
Fairytale Fiasco - Sleeping Spell Rescue : 201.0
Upperland : 201.0
Osmo Tangram : 200.0
Symmetrica - Minimalistic arcade game : 200.0
Pinata Hunter 3 : 199.0
Bus Driving Taxi Parking Simulator Real Extreme Car Racing Sim : 199.0
Mafia III: Rivals : 198.0
Hair Fashion™ - Girls Makeup, Dressup and Makeover Games : 197.0
Brick Shot : 197.0
Hat Trick Shots : 197.0
Science Girl - School Lab Super Star : 196.0
Babysitter Madness - Help the Nanny : 195.0
Plummet Dash : 194.0
Pharaoh's Party: Coin Pusher : 191.0
Blocky Hockey - Arcade Ice Runner : 191.0
Light On : 191.0
Axe in Face 2 : 190.0
Pinball Breaker Forever : 190.0
Order's Up : 188.0
Shadow Bug Rush : 187.0
RedStory - Little Red Riding Hood : 185.0
New York City Car Taxi and Bus Parking Simulator : 185.0
Go Pug Go : 184.0
Dofus Pogo : 181.0
Wonderball - One Touch Endless Ball Arcade Action : 180.0
VR Flight Simulator for Google Cardboard : 180.0
Flail Rider : 179.0
Alliance Wars: World Domination : 176.0
Monster Mania : 175.0
Gems Story : 173.0
Jelly Squares Free : 173.0
Trailer Truck Parking with Real City Traffic Car Driving Sim : 173.0
Run From Trump : 172.0
LEGO® DC Super Heroes Mighty Micros : 172.0
Circles : 171.0
Evil Dead: Endless Nightmare : 171.0
Sparkwave : 170.0
Babysitter Craziness - Fun Kids Game : 169.0
Goal Finger : 169.0
Ice Cream Truck Girl - Frozen Sweets Maker : 169.0
Fairytale Fiasco - Royal Rescue : 168.0
Pony Princess Academy - Dress Up, Style, Feed & Care for Ponies Game : 168.0
Princess Salon: Frozen Party : 168.0
Ski Resort Parking Sim Ice Road Snow Plow Trucker : 167.0
Water Bottle Flip Challenge - 2k16 Pro! : 167.0
3D Dubai Parking Simulator Drive Real Extreme Super Sports Car : 166.0
Bumper Jump : 166.0
Color Bots : 164.0
Magic Nightfall : 164.0
ENYO : 163.0
Multi Level Car Parking 6 Shopping Mall Garage Lot : 162.0
Flick Golf Extreme : 161.0
Jumpy Tree : 160.0
Real Cake Maker 3D - Bake, Design & Decorate : 160.0
Soda Coin Party: Free Casino Pusher : 159.0
Tentacles - Enter the Mind : 159.0
8-BIT WATERSLIDE : 158.0
Road to be King : 158.0
Pixelgrams: Pixel Puzzles : 156.0
Snake splix : 155.0
Respeck on my Name : 155.0
Championship Manager 17 : 154.0
Duck Roll : 154.0
PICTLOGICA FINAL FANTASY : 154.0
Obstacle Course Extreme Car Parking Simulator : 153.0
Baby Bottle Challenge - Water Bottle Flip : 152.0
Super Smash the Office - Endless Destruction! : 151.0
Cops - On Patrol : 151.0
Yummy Birthday - Party Food Maker : 151.0
Helmet Virtual Reality 3D Joke : 150.0
Dash Masters : 149.0
Mikey Jumps : 148.0
Impulse GP - Super Bike Racing : 147.0
Fancy Cakes - Endless Tasty Puzzle : 147.0
Sweet Tales : 147.0
Fish Fist : 146.0
It's a Space Thing : 145.0
Burger Jump : 145.0
Zap Zombies : 145.0
Spider Solitaire ∙ : 145.0
Hollywood Rush : 144.0
Hop Swap : 144.0
Summer Vacation - Fun at the Beach : 144.0
5E Spell Book : 144.0
Swoopy Space : 142.0
Kubik : 142.0
Cat-A-Pult: Endless stacking of 8-bit kittens : 141.0
EVERYTOWN : 141.0
Geometry Lock : 140.0
Circle Affinity : 140.0
My Majesty : 140.0
Tina's Diary - Star Fever : 139.0
FALLMAN – Trampoline Action : 139.0
Hello, Mr.Rich : 138.0
Offline Auto IV Calc for Pokemon GO : 137.0
YouTurbo : 136.0
Blade Sliders : 136.0
Jewel Mania: Valentine's : 135.0
Rolly Worms : 135.0
Head Soccer France 2016 : 135.0
Tina's Diary: Spring Outing : 134.0
Trapdoors : 133.0
Osmo Newton : 132.0
Cooking Mama Let's Cook Puzzle : 132.0
Skippy Box : 130.0
LOST MAZE : 130.0
One More Bounce : 129.0
Quiz Tales : 129.0
Roller Coaster VR : 128.0
Bridge : 128.0
Bouncing Ball 2 : 128.0
Midnight Calling: Jeronimo : 127.0
Jet Plane Fighter Pilot Flying Simulator Real War Combat Fighting Games : 127.0
Play-Doh TOUCH - Shape, Scan, Explore : 126.0
Boyfriend Plus - Brett Jeff and Kai : 126.0
Soccer Stadium Sports Car & Bus Parking Simulator 3D Driving Sim : 126.0
Drop Out! : 125.0
Super Fashion Show - Girls Makeup, Dressup Games : 125.0
Swiperoo : 125.0
Fatal : 124.0
Glory of Generals 2 : 122.0
LINE BROWN FARM : 122.0
Paddle Panic : 122.0
Spa Birthday Party - Nails, Hair, Dress Up & Cake : 122.0
Offroad 4x4 Truck Trials Parking Simulator 2 a Real Stunt Car Driving Racing Sim : 121.0
Osmo Words : 121.0
Frantic Architect : 117.0
OUTDODGE : 117.0
Conduct THIS! : 116.0
Monster Raid™ : 116.0
NHL SuperCard 2K17 : 116.0
Jrump : 116.0
InMind VR (Cardboard) : 115.0
Slots Real Las Vegas - Free Casino Slot Machine Games - Bet, Spin and Win Jackpot & Bonus : 115.0
Lost Socks: Naughty Brothers : 115.0
Amusement Park Tour 2: Fun Xmas : 115.0
Fired Up : 115.0
Swap Ball - Endless Arcade Bouncer : 113.0
Halloween Face Paint Spa - Kids Makeup Salon Games : 113.0
VR Car Driving Simulator for Google Cardboard : 111.0
Ridge Runner : 111.0
Winter Fugitives 2: Chronicles : 111.0
Ball Maze! : 110.0
Walls & Balls : 110.0
Classic Poker - Texas Holdem : 110.0
TohTum : 110.0
Switchy Sides : 109.0
Virtual Reality Moon for Google Cardboard VR : 109.0
Circlify : 109.0
Sweet Princess Makeup Party - Girls Dressup Games : 109.0
New Star Cricket : 109.0
Talented Pets Show : 108.0
Winterstate : 108.0
Brick Rage - Not for the Weak Heart : 108.0
Heavy Metal Tennis Training : 107.0
VR Roller Coaster : 107.0
Osteya: Adventures : 107.0
Line Defense : 106.0
Junk Yard Trucker Parking Simulator a Real Monster Truck Extreme Car Driving Test Racing Sim : 106.0
Crime City Real Action Simulator Theft kill shooting- sniper game : 105.0
Princess Pet Palace: Royal Puppy - Pet Care, Play & Dress Up : 105.0
Knots - The Ultimate Brain Challenge : 105.0
Candy's Vacation - Beach Hotel : 105.0
Trump Bounce : 105.0
Mannequin Challenge : 105.0
DOFUS Touch : 104.0
Ninja Dude vs Zombies - endless tap 'n' slash zombie arcade game : 104.0
Red Bull Air Race 2 : 104.0
European War 5: Empire : 104.0
Epic Orchestra : 103.0
Silly Sausage: Doggy Dessert : 102.0
Trucker Parking Simulator 2 a Real Monster Truck & Lorry Driving Test : 101.0
Toon Shooters 2: The Freelancers : 101.0
Crazy Eye Clinic - Doctor X Adventures : 101.0
Don't Be Squared : 100.0
Street Fighter Puzzle Spirits : 100.0
Panic Drop : 99.0
Extreme Forklifting 2 : 99.0
Princess Libby: Frozen Party : 99.0
Maim Street : 99.0
Rogue Ninja : 99.0
Level With Me : 98.0
Princess Libby's Perfect Beach Day : 98.0
Crazy Circle : 98.0
A.P.E.X : 96.0
Christmas Swap 3 -Match toy & candy to countdown : 96.0
Pigu : 94.0
Pop Girls - High School Band : 94.0
Fairy Land Rescue - Save the Magic Village : 94.0
KOMRAD : 94.0
Water Bottle Flip AK 2016 : 93.0
Danger Dodgers : 93.0
Hugo Troll Race 2. : 91.0
Krosmaster Arena : 91.0
Boom Boom Soccer : 91.0
Baby Full House - Care, Play and Have Fun : 91.0
Sausage Legend - Fighting Game : 90.0
Colorpede : 90.0
Glitch Fixers - The Powerpuff Girls : 89.0
PopSwish Basketball by Andrew Wiggins : 89.0
Giant Turnip Game: A Voyage Of Vegetable Extraction! : 89.0
Thomas & Friends: Race On! : 89.0
Jurassic Virtual Reality (VR) : 88.0
Roof Jumping 3 Stunt Driver Parking Simulator an Extreme Real Car Racing Game : 88.0
Ducky Fuzz - Chain Reaction : 88.0
Never Gone : 87.0
Tiny Sea Adventure : 87.0
Fiete Sports : 86.0
Protect The Planet : 86.0
Candy's Carnival : 86.0
All Limpy Run! : 86.0
VR Roller Coaster World - Virtual Reality : 85.0
1000m Zombie Escape! : 85.0
Pocket Rush : 85.0
Minescape : 84.0
House of Terror VR : 84.0
Burgers & Shakes - Fast Food Maker : 84.0
Pixel Disc Golf 2 : 83.0
Offline IV Calc for Pokemon GO : 82.0
Burnout City : 82.0
Amusement Park Fair Ground Circus Trucker Parking Simulator : 81.0
Crystal Rush! Color Shoot Arcade Game : 81.0
Dead Center : 81.0
Sticklings : 79.0
Werewolf "Nightmare in Prison" : 78.0
Just Trap : 78.0
4 Images 1 Mot : 78.0
Spiral Tower : 78.0
Fits - Block Puzzle King : 78.0
Bella's Pizza Place - Italian Food Maker : 77.0
Virtual Reality Roller Coaster for Google Cardboard VR : 77.0
Crazy Nursery - Newborn Baby Doctor Care : 76.0
Terra Monsters 3 : 76.0
Driving Evolution Parking Sim Real Car Driver Test : 76.0
The Bomb! : 74.0
VR Water Park:Water Stunt & Ride For VirtualGlasse : 74.0
MOOMIN -Welcome to Moominvalley- : 74.0
Princess Pet Palace: Royal Pony - Pet Care, Play & Dress Up : 74.0
Kids Play Club - Fun Games & Activities : 73.0
Save The Line : 72.0
Flip King : 72.0
Iron Commander : 71.0
Perfect Square! : 70.0
Love Engine : 70.0
3D Car Racing Simulator Real Drag Race Rivals Road Chase Driving Games : 70.0
Eyes Cube : 69.0
Escape Game: Fountain : 69.0
Masky : 69.0
Raccoon Pizza Rush : 69.0
Stage Rush: Imagine Dragons : 69.0
Trump Hoverboard Sim - Mannequin Race Challenge : 68.0
Go Surf - The Endless Wave Runner : 68.0
Stickninja Smash : 67.0
Lane Racer : 67.0
Ball Tower : 67.0
VR Roller Coaster : 67.0
Chocolate Candy Party - Fudge Madness : 66.0
Wappoi Room Escape : 64.0
Hood Jump – The Best Platform Game in the Streets : 64.0
Moonvale 2: Puzzle Adventure : 64.0
Cool Jigsaw Puzzles : 63.0
My Rockstar Girls - Party Rock Band : 63.0
Splash Pop : 63.0
Exodus : 62.0
Spiral Splatter : 62.0
Push the Arrow : 62.0
Puzzlepops! Trick or Treat : 61.0
Nope Quiz : 61.0
White Tiles 2 : Piano Master ( Don't Hit The White Tiles 4 ) - Free Music Game : 60.0
Haunted Rooms: Escape VR Game for Google Cardboard : 60.0
Monkey Swingers : 60.0
Shoutrageous! - The Addictive Game of Lists : 60.0
Flying Car Simulator 3D: Stunt Bus : 59.0
Police Chase Race : 59.0
Gear Miner : 58.0
Cubway : 58.0
Indoor soccer – football Dream league journey : 58.0
Osmo Coding Awbie : 58.0
Gravity Square! : 58.0
Goal Kick - free penalty shootout soccer game : 57.0
Flick Rugby 16 : 57.0
Chef Siblings - Island Restaurant : 56.0
Triennale Game Collection : 56.0
Micromon : 56.0
Brio - Don’t Fall! : 56.0
Escape Game: Forgotten : 55.0
Dominocity : 55.0
Donuts Maker Salon : 55.0
Bouncy Kingdom : 55.0
ZenDots 2 - One Dot’s Journey : 54.0
Sweet Princess Beauty Salon : 54.0
Oops You Died : 54.0
Diced - A Simple Puzzle Dice Game : 53.0
Perfect Fit : 53.0
Color 6: Blitz : 53.0
Piggy Show : 53.0
Super Candy: Let's Fix it! : 53.0
Osmo Numbers : 52.0
Osmo Monster : 52.0
Hexy! : 51.0
Target Acquired : 50.0
Teeter – Endless Arcade Balancer : 50.0
Toast Girl : 50.0
Five Finger Fury : 49.0
Lock The Block : 49.0
Escape Game: Relief : 49.0
Top Tier : 48.0
What Jump - Free Pop Arcade Game : 48.0
Ball Escape! : 48.0
Dot Empires : 47.0
Stickman Cubed : 47.0
Spirit Rush : 47.0
Valley of Fear Virtual Reality : 46.0
VR Ball for Google Cardboard Virtual Reality : 46.0
Princess Face Paint - Girls Makeup, Dressup and Makeover Games : 45.0
Chunky Tanks : 44.0
Extreme Heavy Trucker Parking Simulator : 44.0
Ridiculous Parking Simulator a Real Crazy Multi Car Driving Racing Game : 43.0
Zombies Chasing Me : 43.0
Curvulate : 43.0
Water Bottle Flip Challenge : 2k16 : 43.0
Critter Academy : 43.0
Monster Busters: Link Flash : 42.0
Pixel Strike-Sniper zombies shooting games : 42.0
City Car Driving : 41.0
Gate Keepers : 41.0
Dashy Box : 41.0
Geki Yaba Runner : 41.0
Hugo Flower Flush : 41.0
Hovercrash : 41.0
Escape Game: Signs : 41.0
Santa Kids Hair Salon - Christmas Makeover Games : 41.0
Behind You!! : 40.0
No Limit Racer : 40.0
Spike Run : 39.0
Warcher Defenders : 39.0
Hell Run - Scary Road : 39.0
Dashy the Cat : 39.0
Pursuit of Light2 : 38.0
Limo Driving School a Valet Driver License Test Parking Simulator : 38.0
Cubicle. : 38.0
Face Paint Party - Kids Coloring Fun : 38.0
Forest Heroes Story : 38.0
Re:Monster : 37.0
Race Driving School Car Racing Driver License Test : 37.0
Emily’s Polar Adventure : 37.0
Ocean Clash: A naval game with honor and loyalty : 36.0
Where's My What? Free : 35.0
Jumps - Jumping on Pillars Game : 35.0
Our dark lord-Sasuyu 2-TAP RPG : 35.0
Waiit : 35.0
Being SalMan: The Official Game : 33.0
BFB Champions 2.0 ~Football Club Manager~ : 33.0
Pozzle Blocks : 33.0
Flip Heroes : 32.0
Smelly Baby - Farty Party : 32.0
Gweep Gwop : 32.0
Flip Football - Soccer Manager Strategy Card Game : 31.0
Neon Horizon : 31.0
VR Roller-Coaster : 30.0
VR SNIPER : 30.0
Buildy Blocks : 30.0
Nitro Heads : 30.0
VR Crazy Bike Race: Traffic Racing Free : 29.0
Tip Tap Soccer : 29.0
iPaint uPaint : 29.0
Alternative Girls : 29.0
Escape Game: Traps : 29.0
Fantasy Football Coach : 29.0
Puzzle it to 10 : 27.0
Sky Pillar : 27.0
Fairy Princess Fashion Design : 27.0
Into Mirror : 27.0
Immortal Legends - TD : 26.0
Billion Hunter - Casual Monster Clicker RPG : 26.0
Shogi : 26.0
Bridge Rider : 25.0
NeverKnew - Game night is back : 25.0
Basketball Free Throw : 24.0
Happy Oink : 24.0
Escape Game: illumination : 23.0
3D Maze Level 100 : 22.0
Zombie Town Story : 22.0
Stick Soccer 2 : 22.0
Evil Zombie Graveyard Apocalypse Shooting VR Games : 22.0
Cube Roll : 22.0
VR Haunted House 3D : 21.0
Crazy Maze - Traffic Puzzle : 21.0
Escape Game: Christmas Eve : 21.0
Princess Swimming & Spa - Girls Beauty Game FREE : 21.0
Face Up - The Selfie Game : 21.0
Juju On That Beat  - Dance Challenge Game : 21.0
Room Escape [SECRET CODE 2] : 20.0
Dice Mania - Play Free Online Classic Board Game with Friends : 20.0
Go Karts - VR : 20.0
Wall Switch : 19.0
Hey Duggee: The Tinsel Badge : 19.0
Parallels : 19.0
Circle Boom2 - Wheel Puzzle Game : 19.0
Wild City Rush - Urban Jungle Adventure : 19.0
Rise! : 18.0
Demolition Derby Virtual Reality (VR) Racing : 18.0
Stickman Forest Swing : 18.0
Final Kick VR - Virtual Reality free soccer game for Google Cardboard : 18.0
Gravity Island - Shiro's Adventure : 18.0
TENOSEL+ : 17.0
TraptionBakery : 17.0
My Sweet Farm : 17.0
Hoverboard Rush Racing Simulator -Hover Board Game : 17.0
Tangled Up! - Valentine Special : 16.0
Rubin.io : 16.0
Earth Defender S - Trillion Battle Game : 16.0
Aeronaut : 15.0
Super Adventures World HD : 15.0
Fill - one-line puzzle game : 15.0
LINE RUSH ! : 15.0
Political Knockout PKO Presidential Fight : 15.0
Cola Bottle Flip Challenge : 14.0
ON-SEN - escape game - : 14.0
Iron Mission- classic arcade shoot'em up : 14.0
Grandpa, what the fone? : 14.0
Crooked Path : 14.0
Cubed Rally World : 14.0
Crazy Truck! : 14.0
VR Thrills: Roller Coaster 360 (Google Cardboard) : 14.0
Steps! - Hardest Action Game Ever! : 13.0
Buzzy Bubbles : 13.0
Aussie Rules Hero - Footy Goal Kicking Game : 12.0
Monster Zombie Plague War - Virtual Reality (VR) : 12.0
Magnets! : 11.0
Again - room escape game : 11.0
Chick Go & Climb : 10.0
Catch the Bus : 10.0
Emergency Surgery Simulator - Doctor Game FOR FREE : 10.0
Quizduell : 10.0
Room Escape Game - Santa's Room : 10.0
Book - room escape game - : 10.0
Risky Rooms : 10.0
VR-Crazy Car Traffic Racing : 10.0
Juju on that Beat Challenge : 10.0
Mahjong Panda : 9.0
Escape from the wedding hall. : 9.0
Stop! Thief!! : 9.0
Building World - Create Your Castle & City : 9.0
Hop Rush : 9.0
World Spin - Create & Play : 8.0
Dash Up 2 : 8.0
Escape Alice House2 : 8.0
Escape the Cake Café : 7.0
Deamon's Dungeon : 7.0
Escape from the Art Gallery. : 7.0
Levels - Addictive Puzzle Game : 7.0
Roller Coaster Simulator - Draw and Simulate! : 7.0
Dice Crush : 7.0
Circle Boom : 7.0
Ao Oni2 : 7.0
Cat Monsters : 7.0
Home Run X 3D - Baseball Batting Game : 7.0
The Krustashians : 6.0
Room Escape Game - Pictures Room Esacpe : 6.0
Slots of Vegas - Play Free Casino slot machines! : 6.0
VR Horror Maze Walk :Horror Fever For VR Cardboard : 6.0
Pirates Kids Room Escape : 6.0
鬼とび : 6.0
Escape Game: Red room : 5.0
Brake or Break : 5.0
Advent Calendar 2017 - The Game : 5.0
Dungeon Witcher : 5.0
Escape from the grandma house in the countryside. : 5.0
New baseball board app BasePinBall : 5.0
Escape the Ice Cream Parlor : 5.0
Escape from the ICU room. : 5.0
Escape the Sweet Shop Series : 3.0
Inner Circle : 3.0
Escape from the beach house of everlasting summer. : 3.0
Escape from the frigid Igloo. : 3.0
Escape from the living room during the Obon holiday. : 3.0
Escape a Crepe House : 3.0
Wire de Coins 2 : 2.0
Circle Swing : 2.0
ROAD -escape game- : 2.0
4 Bilder 1 Wort : 2.0
Escape Game : Escape from Okinawa : 2.0
Bounce Balls - Strike Game : 2.0
Dash Heroes : 2.0
Soccer Cup Championship 2016 : 2.0
a. - Physical Simulation Puzzle Game : 2.0
Online Reversi World : 2.0
Survivor: Prologue : 2.0
Escape from the pit latrine. : 2.0
SLAAAASH ! -Cut and Smash ! refreshing Puzzle- : 1.0
DelusionCreatureGacha : 1.0
Escape from many tutoring school of test. : 1.0
IQ200 - If you can clear all stage : 1.0
Money Multiplier : 1.0
Smart Matches ~ Puzzles with Matchsticks : 1.0
Bike Race Level 100 : 1.0
Escape from the music room in the school. : 1.0
One More Spin! - Free Vegas Casino Slots : 1.0
Escape Game Darkness LittleRedHood : 1.0
Frantic Ball : 1.0
LINE FIGHTERS : 1.0
Trail Jump : 1.0
Versus - Multiplayer Game (2 players) : 1.0
There's no tablecloth I can't pull!! : 1.0
METAL SAGA -Ark in the wild land- : 0.0
Myth Kingdom:Wrath of Gauss : 0.0
屠龙杀 : 0.0
Impossible Goal 3D : 0.0
TLMJ, Tout Le Monde Joue : 0.0
Toy Blocks Game for Brain Traning -TSUMIKI- : 0.0
Billiards8 (8 Ball & Mission) : 0.0
Der IQ Test - Intelligenztest (Deutsch) : 0.0
Ear Age Diagnosis : 0.0
Tetro Blocks - Beat IQ with Tetrix-style-puzzle. : 0.0
REVERSI ZERO - free classic game : 0.0
SUDOKU -The puzzle game that makes your brain younger!- : 0.0
ブリ猫 : 0.0
Fusion Pictures - A Multiplayer Game with 4 Hidden Pics Object & 1 Word Puzzle : 0.0
Limite Limite : 0.0
Refreshing ! Brain training fit : 0.0
S, - Puzzle Game With Create Level Feature : 0.0
Stress Release Grenade : 0.0
striker – dropping balls : 0.0
Otaku quizzes from manga, and anime--Slice HEROES! : 0.0
DropEraser : 0.0
Puzzle Game for Brain Training!! PITATTO!! : 0.0
Soccer Puzzle for Brain Training -SoccerStrike- : 0.0
Jigsaw Puzzle for Brain Training -PITATOY- : 0.0
のび毛 : 0.0
SPEED:3D Racing : 0.0
Billiards9 : 0.0
大富豪 Online : 0.0
Cyber Reversi : 0.0
Free Gameplay Video, Walkthroughs, News for Pokémon GO : 0.0
! OH Fantastic Free Kick + Kick Wall Challenge : 0.0
Tiny Bone : 0.0
BrainTraining!!GASHAAAAAAN!! : 0.0
Eat Game : 0.0
Particular : 0.0
Kungfu Street-Ultimate Fight : 0.0
秒速 : 0.0
Super Knock and Run : 0.0
Pokelog for PokemonGO : 0.0
real happy majiang-all stars majiang,mahjong : 0.0
Puzzle Game for Brain Training -KITINTO- : 0.0
Tapping Monsters : 0.0
Beast Poker : 0.0
Auto IV Calc for PokemonGO : 0.0
Human Juggling Cup : 0.0
ｗｗｗ : 0.0
Poker - Texas Holdem HD Poker : 0.0
NumberQ : 0.0
素飛び : 0.0
Escape Game  Escape from Lost Memory : 0.0
HOLE. : 0.0
Ocean Overlord - Global War : 0.0
Sumikko gurashi-Puzzling Ways : 0.0
Uncolored Boy : 0.0
Go! No. MM! Even amateur exit the record? : 0.0
Match 3 Puzzle - Mr.Rockets - : 0.0
LEAD ZAQ Battle Version : 0.0
指神 : 0.0
Pantheon Warfare: The Chaos of Knights : 0.0
Kuro no Sekai - It's a Darkness World : 0.0
Devil Lord: I shouldn't say that...half of world : 0.0
The Pocket Quiz for Pokemon : 0.0
Simple Reversi Online : 0.0
Tetminos - Classic Puzzle Game : 0.0
花札Online : 0.0
Samurai Ninja Puzzle ONIMARU : 0.0
Escape from the Bears of the student council room. : 0.0
When you clear one,million yen CHANCE!! : 0.0
Escape a Halloween Candy Shop : 0.0
ImpossibleGO! - You can't clear : 0.0
机でGOLF : 0.0
Reversi REAL - Multiplayer Board game : 0.0
針の穴 : 0.0
Golden Lotus Slots : 0.0
Shark Boom - Challenge Friends with your Pet : 0.0
Go!Go!Cat! : 0.0

There are too many apps for this category already.

In [44]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'News':
        print(name, ':', rating)

Twitter : 354058.0
Fox News : 132703.0
CNN: Breaking US & World News, Live Video : 112886.0
Reddit Official App: All That's Trending and Viral : 67560.0
USA TODAY : 61724.0
ABC News - US & World News + Live Video : 48407.0
NBC News : 32881.0
HuffPost - News, Politics & Entertainment : 29107.0
The Washington Post Classic : 18572.0
WIRED Magazine : 12074.0
CBS News - Watch Free Live Breaking News : 11691.0
The Guardian : 8176.0
AOL: News, Email, Weather & Video : 5233.0
SmartNews - Trending News & Stories : 4645.0
MSNBC : 3692.0
LotteryHUB : 2417.0
theSkimm : 1765.0
Quartz • News in a whole new way : 1267.0
Lotto Results - Mega Millions Powerball Lottery : 794.0
TopBuzz: Best Viral Videos, GIFs, TV & News : 692.0
Ticket Scanner for Powerball & MegaMillions Pool : 581.0
FOCUS Online - Aktuelle Nachrichten : 373.0
SPIEGEL ONLINE - Nachrichten : 299.0
n-tv Nachrichten : 273.0
CNN Politics : 254.0
Tagesschau : 233.0
Fresco — Be a part of the news : 219.0
News Break - Local & World Breaking News & Radio : 173.0
OPM Alert : 172.0
franceinfo - l'actualité & les élections en direct : 162.0
Sky News : 118.0
BFMTV : l'info en continu : 115.0
20 Minutes.fr - l'actualité en continu : 112.0
FeedNews: AI curated social news for productivity : 73.0
WSVN Hurricane Tracker : 40.0
Election Center 2016 : 37.0
Clown Spotter - Find Clowns Around You : 34.0
US Presidential Election 2016 - Polls : 28.0
State Council - Official Chinese government app : 25.0
Smart Channel -New Style of News Reader- : 0.0
KATWARN : 0.0
GE's eddie : 0.0
JCnews - Anime & Game Culture : 0.0

Apart from twitter that is also a social network, most of these other apps are owned by a broadcast station and we don't own a broadcast station, so this is a no.

In [45]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Food & Drink':
        print(name, ':', rating)

Starbucks : 303856.0
Domino's Pizza USA : 258624.0
OpenTable - Restaurant Reservations : 113936.0
Allrecipes Dinner Spinner : 109349.0
DoorDash - Food Delivery : 25947.0
UberEATS: Uber for Food Delivery : 17865.0
Postmates - Food Delivery, Faster : 9519.0
Dunkin' Donuts - Get Offers, Coupons & Rewards : 9068.0
Chick-fil-A : 5665.0
McDonald's : 4050.0
Deliveroo: Restaurant Delivery - Order Food Nearby : 1702.0
SONIC Drive-In : 1645.0
Nowait Guest : 1625.0
7-Eleven, Inc. : 1356.0
Outback : 805.0
Bon Appetit : 750.0
Starbucks Keyboard : 457.0
Whataburger : 197.0
Delish Eatmoji Keyboard : 154.0
Lieferheld - Delicious food delivery service : 29.0
Lieferando.de : 29.0
McDo France : 22.0
Chefkoch - Rezepte, Kochen, Backen & Kochbuch : 20.0
Youmiam : 9.0
Marmiton Twist : 2.0
Open Food Facts : 1.0

I believe we should skip this too because it only covers a particular geographic location.

In [46]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Sports':
        print(name, ':', rating)

ESPN: Get scores, news, alerts & watch live sports : 290996.0
Yahoo Fantasy Sports : 190670.0
WatchESPN : 159735.0
The Masters Tournament : 148160.0
Yahoo Sports - Teams, Scores, News & Highlights : 137951.0
ESPN Fantasy Football Baseball Basketball Hockey : 64925.0
CBS Sports App - Sports Scores, News, Stats, Watch : 59639.0
FOX Sports Mobile : 57500.0
2016 U.S. Open Golf Championship : 54192.0
NBC Sports : 47172.0
NBA : 43682.0
ESPN Tournament Challenge : 39642.0
2016 US Open Tennis Championships : 37522.0
NFL : 27317.0
MLB.com At Bat : 21830.0
The Championships, Wimbledon 2016 - Tennis Grand Slam : 20953.0
DraftKings - Daily Fantasy Golf, Baseball, & More : 20251.0
Bleacher Report: Sports news, scores, & highlights : 16979.0
Univision Deportes: Liga MX, MLS, Fútbol En Vivo : 16683.0
NASCAR MOBILE : 16385.0
NHL : 15554.0
FOX Sports GO : 13898.0
NCAA March Madness Live - Men's College Basketball : 13572.0
PGA Championship 2016 – Baltusrol Golf Club : 10472.0
365Scores : 9879.0
NFL Fantasy Football - Official NFL Fantasy App : 8234.0
FanDuel - Daily Fantasy Baseball, Golf & Sports : 8014.0
GolfNow – Book Tee Times, Golf GPS, Scorecard : 7535.0
Ryder Cup 2016 – Hazeltine National Golf Club : 3818.0
Onefootball - Soccer Scores & Live News : 3194.0
NFL HUDDLE: Football Card Trader : 2896.0
KICK: Official Football Card Trader : 2641.0
Hudl : 2622.0
SportsManias: Sports Emojis, Fantasy & Team News : 2431.0
BTN2Go : 1628.0
Pac-12 Now : 1221.0
Watch NFL Network : 1110.0
Golf Live Extra : 840.0
UFC ® : 809.0
Premier League - Official App : 791.0
NCAA Sports : 636.0
The Olympics - Official App for the Olympic Games : 470.0
NBC Sports Scores : 428.0
DK Live – Fantasy Sports Play by Play and News : 416.0
Résultats Foot en Direct : 339.0
NFL Rush Gameday : 272.0
NFL Gridiron from Panini - Card Collecting-Trading : 257.0
Hiking Project : 247.0
2016 U.S. Open Golf Championship for iPad : 146.0
The Open : 142.0
European Qualifiers Official App : 135.0
TwinSpires Official Kentucky Derby Wagering App : 131.0
SofaScore Live Sports: Scores, VIDEO & Stats : 103.0
Team USA App : 101.0
NBAmoji : 89.0
FOX Sports VR : 81.0
BAA Marathon : 70.0
TCS NYC Marathon : 43.0
Vendée Globe 2016 : 42.0
Dream Team - be your own fantasy football manager : 35.0
NFL Draft - Fan Mobile Pass : 32.0
WKC Dog Show 2017 : 30.0
CCTV5 : 14.0
My8to18 : 10.0
Race Calendar 2016 : 1.0
Team GB Live : 1.0
francetv JO – Regarder les Jeux Olympiques de Rio 2016 : 0.0
FFmoji 2016 - Your Fantasy Football Emoji Keyboard : 0.0
HowDidiDo : 0.0

Sports are out of it too

In [47]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Book':
        print(name, ':', rating)

Kindle – Read eBooks, Magazines & Textbooks : 252076.0
Audible – audio books, original series & podcasts : 105274.0
Color Therapy Adult Coloring Book for Adults : 84062.0
OverDrive – Library eBooks and Audiobooks : 65450.0
HOOKED - Chat Stories : 47829.0
BookShout: Read eBooks & Track Your Reading Goals : 879.0
Dr. Seuss Treasury — 50 best kids books : 451.0
Green Riding Hood : 392.0
Weirdwood Manor : 197.0
MangaZERO - comic reader : 9.0
ikouhoushi : 0.0
MangaTiara - love comic reader : 0.0
謎解き : 0.0
謎解き2016 : 0.0

The first thing to notice is that there are very few apps in this section.
If we decide to pick an app from this session we would be a disadvantage if we only choose to read book like the kindle or only listen to podcasts or audio books like audible...you get the idea.
I believe that the best thing we should do is to probably build an app about a book. The app should contain texts about the book, audible readings of the book, dictionary to find the meaning of the book and probably a community that comments on the literal meaings of the book

In [48]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Reference':
        print(name, ':', rating)

Bible : 985920.0
Dictionary.com Dictionary & Thesaurus : 200047.0
Dictionary.com Dictionary & Thesaurus for iPad : 54175.0
Google Translate : 26786.0
Muslim Pro: Ramadan 2017 Prayer Times, Azan, Quran : 18418.0
New Furniture Mods - Pocket Wiki & Game Tools for Minecraft PC Edition : 17588.0
Merriam-Webster Dictionary : 16849.0
Night Sky : 12122.0
City Maps for Minecraft PE - The Best Maps for Minecraft Pocket Edition (MCPE) : 8535.0
LUCKY BLOCK MOD ™ for Minecraft PC Edition - The Best Pocket Wiki & Mods Installer Tools : 4693.0
GUNS MODS for Minecraft PC Edition - Mods Tools : 1497.0
Guides for Pokémon GO - Pokemon GO News and Cheats : 826.0
WWDC : 762.0
Horror Maps for Minecraft PE - Download The Scariest Maps for Minecraft Pocket Edition (MCPE) Free : 718.0
VPN Express : 14.0
Real Bike Traffic Rider Virtual Reality Glasses : 8.0
教えて!goo : 0.0
Jishokun-Japanese English Dictionary & Translator : 0.0

We already mentioned to include a dictionary that discusses the possible meaning of a phrase or word in the book to our app

In [49]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Health & Fitness':
        print(name, ':', rating)

Calorie Counter & Diet Tracker by MyFitnessPal : 507706.0
Lose It! – Weight Loss Program and Calorie Counter : 373835.0
Weight Watchers : 136833.0
Sleep Cycle alarm clock : 104539.0
Fitbit : 90496.0
Period Tracker Lite : 53620.0
Nike+ Training Club - Workouts & Fitness Plans : 33969.0
Plant Nanny - Water Reminder with Cute Plants : 27421.0
Sworkit - Custom Workouts for Exercise & Fitness : 16819.0
Clue Period Tracker: Period & Ovulation Tracker : 13436.0
Headspace : 12819.0
Fooducate - Lose Weight, Eat Healthy,Get Motivated : 11875.0
Runtastic Running, Jogging and Walking Tracker : 10298.0
WebMD for iPad : 9142.0
8fit - Workouts, meal plans and personal trainer : 8730.0
Garmin Connect™ Mobile : 8341.0
Record by Under Armour, connects with UA HealthBox : 7754.0
Fitstar Personal Trainer : 7496.0
My Cycles Period and Ovulation Tracker : 7469.0
Seven - 7 Minute Workout Training Challenge : 6808.0
RUNNING for weight loss: workout & meal plans : 6407.0
Lifesum – Inspiring healthy lifestyle app : 5795.0
Waterlogged - Daily Hydration Tracker : 5000.0
J&J Official 7 Minute Workout : 4861.0
Fitbod Workout Log: Strength Lifting Bodybuilding : 4668.0
Runtastic Six Pack Abs Workout & Core Trainer : 4283.0
Sweat: Kayla Itsines' Bikini Body Fitness Workouts : 3788.0
Smart Alarm Clock : sleep cycle & snoring recorder : 3779.0
My Challenge Tracker : 3682.0
Charity Miles: Walking & Running Distance Tracker : 3115.0
Ab & Core Sworkit - Free Workout Trainer : 2901.0
Simple Habit : 2494.0
Asana Rebel - Yoga Inspired Fitness : 2459.0
Life Cycle - Track Your Time Automatically : 1760.0
Freeletics Bodyweight - Workouts and Training : 1722.0
Runtastic Results: Workout & Bodyweight Training : 1718.0
My Water Balance: Daily Drink Tracker & Reminder : 1601.0
Butt Sworkit - Free Workout Trainer to tone & lift : 960.0
My Score Plus Weight Loss, Food & Exercise Tracker : 467.0
Sleep Meister - Sleep Cycle Alarm Lite : 445.0
Walk for a Dog : 412.0
Quick Fit - 7 Minute Workout, Abs, and Yoga : 407.0
Fit Girls Guide : 397.0
Walking for Weight Loss: training plans, GPS, tips : 397.0
Zen : 298.0
Model My Diet - Women - Weight Loss Motivation : 236.0
Runtastic Butt Workout & Booty Trainer Plans : 222.0
Dot - A Period & Fertility Tracker : 142.0
YAZIO – Calorie Counter & Nutrition Tracker : 115.0
SmartFit - Wristband : 105.0
Dr. Oz : 99.0
Crane Connect : 94.0
Morning Routine : Daily Habit Tracker : 40.0
Wellbeyond Meditation for Kids : 36.0
SenseSleep - Train Your Brain To Sleep Better : 22.0
Snail Sleep-Dream Talk Recording : 19.0
ameli, l'Assurance Maladie : 8.0
VIBO RealMassager : 6.0
FizzUp – Online Fitness Trainer : 5.0
2Face Fitpack - Dein Trainingsprogramm mit persönlichem Ernährungsplan, Kalorienrechner und Trainingsplan : 0.0
GYMONDO – Fitness Training für Zuhause : 0.0
Superdrug : 0.0
airweave sleep analysis : 0.0
Sonia Tlev : 0.0
Intuition Guidances : 0.0

The apps in this genre are much and we also do not have enough medical expertise. So, we're not going to choose from this genre

In [50]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Finance':
        print(name, ':', rating)

Chase Mobile℠ : 233270.0
Mint: Personal Finance, Budget, Bills & Money : 232940.0
Bank of America - Mobile Banking : 119773.0
PayPal - Send and request money safely : 119487.0
Credit Karma: Free Credit Scores, Reports & Alerts : 101679.0
Capital One Mobile : 56110.0
Citi Mobile® : 48822.0
Wells Fargo Mobile : 43064.0
Chase Mobile : 34322.0
Square Cash - Send Money for Free : 23775.0
Capital One for iPad : 21858.0
Venmo : 21090.0
USAA Mobile : 19946.0
TaxCaster – Free tax refund calculator : 17516.0
Amex Mobile : 11421.0
TurboTax Tax Return App - File 2016 income taxes : 9635.0
Bank of America - Mobile Banking for iPad : 7569.0
Wells Fargo for iPad : 2207.0
Stash Invest: Investing & Financial Education : 1655.0
Digit: Save Money Without Thinking About It : 1506.0
IRS2Go : 1329.0
Capital One CreditWise - Credit score and report : 1019.0
U by BB&T : 790.0
Paribus - Rebates When Prices Drop : 768.0
KeyBank Mobile : 623.0
VyStar Mobile Banking for iPhone : 434.0
Sparkasse - Your mobile branch : 77.0
VyStar Mobile Banking for iPad : 57.0
Zaim : 44.0
Ma Banque : 17.0
Lloyds Bank Mobile Banking : 17.0
Suica : 10.0
Halifax Mobile Banking : 8.0
La Banque Postale : 8.0
币优铺 : 0.0
Impots.gouv : 0.0

There are a lot of apps under this category and it's safer not to create an app based on this category

In [51]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Social Networking':
        print(name, ':', rating)

Facebook : 2974676.0
Pinterest : 1061624.0
Skype for iPhone : 373519.0
Messenger : 351466.0
Tumblr : 334293.0
WhatsApp Messenger : 287589.0
Kik : 260965.0
ooVoo – Free Video Call, Text and Voice : 177501.0
TextNow - Unlimited Text + Calls : 164963.0
Viber Messenger – Text & Call : 164249.0
Followers - Social Analytics For Instagram : 112778.0
MeetMe - Chat and Meet New People : 97072.0
We Heart It - Fashion, wallpapers, quotes, tattoos : 90414.0
InsTrack for Instagram - Analytics Plus More : 85535.0
Tango - Free Video Call, Voice and Chat : 75412.0
LinkedIn : 71856.0
Match™ - #1 Dating App. : 60659.0
Skype for iPad : 60163.0
POF - Best Dating App for Conversations : 52642.0
Timehop : 49510.0
Find My Family, Friends & iPhone - Life360 Locator : 43877.0
Whisper - Share, Express, Meet : 39819.0
Hangouts : 36404.0
LINE PLAY - Your Avatar World : 34677.0
WeChat : 34584.0
Badoo - Meet New People, Chat, Socialize. : 34428.0
Followers + for Instagram - Follower Analytics : 28633.0
GroupMe : 28260.0
Marco Polo Video Walkie Talkie : 27662.0
Miitomo : 23965.0
SimSimi : 23530.0
Grindr - Gay and same sex guys chat, meet and date : 23201.0
Wishbone - Compare Anything : 20649.0
imo video calls and chat : 18841.0
After School - Funny Anonymous School News : 18482.0
Quick Reposter - Repost, Regram and Reshare Photos : 17694.0
Weibo HD : 16772.0
Repost for Instagram : 15185.0
Live.me – Live Video Chat & Make Friends Nearby : 14724.0
Nextdoor : 14402.0
Followers Analytics for Instagram - InstaReport : 13914.0
YouNow: Live Stream Video Chat : 12079.0
FollowMeter for Instagram - Followers Tracking : 11976.0
LINE : 11437.0
eHarmony™ Dating App - Meet Singles : 11124.0
Discord - Chat for Gamers : 9152.0
QQ : 9109.0
Telegram Messenger : 7573.0
Weibo : 7265.0
Periscope - Live Video Streaming Around the World : 6062.0
Chat for Whatsapp - iPad Version : 5060.0
QQ HD : 5058.0
Followers Analysis Tool For Instagram App Free : 4253.0
live.ly - live video streaming : 4145.0
Houseparty - Group Video Chat : 3991.0
SOMA Messenger : 3232.0
Monkey : 3060.0
Down To Lunch : 2535.0
Flinch - Video Chat Staring Contest : 2134.0
Highrise - Your Avatar Community : 2011.0
LOVOO - Dating Chat : 1985.0
PlayStation®Messages : 1918.0
BOO! - Video chat camera with filters & stickers : 1805.0
Qzone : 1649.0
Chatous - Chat with new people : 1609.0
Kiwi - Q&A : 1538.0
GhostCodes - a discovery app for Snapchat : 1313.0
Jodel : 1193.0
FireChat : 1037.0
Google Duo - simple video calling : 1033.0
Fiesta by Tango - Chat & Meet New People : 885.0
Google Allo — smart messaging : 862.0
Peach — share vividly : 727.0
Hey! VINA - Where Women Meet New Friends : 719.0
Battlefield™ Companion : 689.0
All Devices for WhatsApp - Messenger for iPad : 682.0
Chat for Pokemon Go - GoChat : 500.0
IAmNaughty – Dating App to Meet New People Online : 463.0
Qzone HD : 458.0
Zenly - Locate your friends in realtime : 427.0
League of Legends Friends : 420.0
豆瓣 : 407.0
Candid - Speak Your Mind Freely : 398.0
知乎 : 397.0
Selfeo : 366.0
Fake-A-Location Free ™ : 354.0
Popcorn Buzz - Free Group Calls : 281.0
Fam — Group video calling for iMessage : 279.0
QQ International : 274.0
Ameba : 269.0
SoundCloud Pulse: for creators : 240.0
Tantan : 235.0
Cougar Dating & Life Style App for Mature Women : 213.0
Rawr Messenger - Dab your chat : 180.0
WhenToPost: Best Time to Post Photos for Instagram : 158.0
Inke—Broadcast an amazing life : 147.0
Mustknow - anonymous video Q&A : 53.0
CTFxCmoji : 39.0
Lobi : 36.0
Chain: Collaborate On MyVideo Story/Group Video : 35.0
botman - Real time video chat : 7.0
BestieBox : 0.0
MATCH ON LINE chat : 0.0
niconico ch : 0.0
LINE BLOG : 0.0
bit-tube - Live Stream Video Chat : 0.0

There's too many apps under this category already, so, no we can't choose from this category

In [52]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Shopping':
        print(name, ':', rating)

Groupon - Deals, Coupons & Discount Shopping App : 417779.0
eBay: Best App to Buy, Sell, Save! Online Shopping : 262241.0
Wish - Shopping Made Fun : 141960.0
shopkick - Shopping Rewards & Discounts : 130823.0
Amazon App: shop, scan, compare, and read reviews : 126312.0
Target : 108131.0
Zappos: shop shoes & clothes, fast free shipping : 103655.0
Walgreens – Pharmacy, Photo, Coupons and Shopping : 88885.0
Best Buy : 80424.0
Walmart: Free 2-Day Shipping,* Easy Store Shopping : 70286.0
OfferUp - Buy. Sell. Simple. : 57348.0
Apple Store : 55171.0
Shop Savvy Barcode Scanner - Price Compare & Deals : 54630.0
Ibotta: Cash Back App, Grocery Coupons & Shopping : 44313.0
letgo: Buy & Sell Second Hand Stuff : 38424.0
CVS Pharmacy : 35981.0
Victoria’s Secret – The Sexiest Bras & Lingerie : 34507.0
Etsy: Shop Handmade, Vintage & Creative Goods : 30434.0
Gilt : 26353.0
Mercari: Shopping Marketplace to Buy & Sell Stuff : 24244.0
Shopular Coupons, Weekly Deals for Target, Walmart : 22729.0
RetailMeNot Shopping Deals, Coupons, Savings : 18544.0
Poshmark: Buy & Sell Fashion : 18035.0
Whole Foods Market : 17906.0
5miles: Buy and Sell Used Stuff Locally : 16105.0
Sephora Makeup & Beauty App – Insider Tips & Style : 15593.0
Cartwheel by Target : 14682.0
SHEIN Shopping - Women's Clothing & Fashion : 12663.0
Ebates: Cash Back, Coupons & Rebate Shopping App : 12617.0
Wayfair - Shop Furniture, Home Decor, Daily Sales : 12578.0
CVS : 12402.0
SNKRS : 12298.0
Macy's : 11013.0
AliExpress Shopping App : 10647.0
ASOS : 9725.0
Jet: Online Shopping Deals & Bulk Wholesale Prices : 9006.0
Romwe shopping- Fashion Clothing for women : 8558.0
Black Friday 2017 Ads App - BlackFriday.fm : 8221.0
Sam's Club: Wholesale Shopping & Bulk Buy Deals : 8149.0
Kohl's App: Scan, Shop, Pay and Save! : 7174.0
Flipp - Weekly Ads, Shopping List, and Coupons : 6677.0
AEO|Aerie: Jeans, Dresses, Swimsuits & Bralettes : 6408.0
Nike+ : 5464.0
Sam’s Club Scan & Go : 5448.0
Close5 - Buy & Sell Stuff Locally : 5010.0
Checkout 51: Grocery Coupons & Cash Back Savings : 4878.0
Retale - Coupons, Weekly Ads & Stores Nearby : 4861.0
Kmart – Download Now, Shop Online & Pick Up Today! : 4186.0
Honest App: Shop baby & diaper products : 3173.0
GOAT: Buy & Sell Sneakers : 3116.0
ZARA : 2731.0
Depop - Buy, Sell and Share : 2478.0
Foot Locker : 2477.0
Fuel Rewards® program : 2249.0
KIXIFY - Buy & Sell Sneakers : 1735.0
JCPenney : 1661.0
淘宝HD－Taobao for iPad : 1103.0
Inkly: Greeting Cards, Postcards, Flowers & Gifts : 1034.0
Amazon Prime Now : 895.0
Red－shop the world : 768.0
UA Shop by Under Armour : 741.0
H&M : 687.0
boohoo.com : 655.0
Footaction : 364.0
My College Bookstore : 225.0
Shpock Boot Sale & Classifieds App. Buy & Sell : 212.0
天猫HD : 198.0
Kirkland's Spin to Win : 177.0
Vestiaire Collective - Pre-Owned Luxury Fashion : 169.0
Lush Cosmetics : 164.0
京东 HD : 150.0
Missguided : 113.0
The Clymb — Gear Deals : 104.0
OVO Store : 95.0
eBay Kleinanzeigen - Free. Easy. Local. : 74.0
Gumtree Classifieds: Buy & Sell - Local for Sale : 72.0
WEAR - Fashion Lookbook : 66.0
UNiDAYS: Student Discounts for Shopping Top Brands : 53.0
JD Sports : 18.0
Showroomprive - Private Fashion Sales : 11.0
minne - shopping handmade item : 8.0
DaWanda - The marketplace for unique products : 0.0
vente-privee : 0.0
gogogo : 0.0

There're also enough competition for this category. NO!

In [53]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Productivity':
        print(name, ':', rating)

Evernote - stay organized : 161065.0
Gmail - email by Google: secure, fast & organized : 135962.0
iTranslate - Language Translator & Dictionary : 123215.0
Yahoo Mail - Keeps You Organized! : 113709.0
Google Docs : 64259.0
Google Drive - free online storage : 59255.0
Dropbox : 49578.0
Microsoft Word : 47999.0
Microsoft OneNote : 39638.0
Microsoft Outlook - email and calendar : 32807.0
Hotspot Shield Free VPN Proxy & Wi-Fi Privacy : 32499.0
Documents 6 - File manager, PDF reader and browser : 29110.0
Google Sheets : 24602.0
Microsoft Excel : 24430.0
Inbox by Gmail : 21561.0
T-Mobile : 19977.0
Paper by FiftyThree - Sketch, Diagram, Take Notes : 18219.0
MyScript Calculator - Handwriting calculator : 16555.0
VPN Proxy Master - Unlimited WiFi security VPN : 13674.0
Microsoft OneDrive – File & photo cloud storage : 12797.0
Ever - Capture Your Memories : 12755.0
Speak & Translate － Voice and Text Translator : 12062.0
Tayasui Sketches : 11505.0
Drawing Desk - Draw, Paint, Doodle & Sketch board : 11040.0
Microsoft PowerPoint : 10939.0
Email - Fast & Secure mail for Gmail iCloud Yahoo : 10778.0
Google Slides : 9920.0
HP All-in-One Printer Remote : 9819.0
Google Calendar – Make the most of every day : 7656.0
Verizon Cloud : 6482.0
Free VPN HexaTech - Unlimited VPN Proxy for iPhone : 5934.0
Productive habits & daily goals tracker : 4736.0
Adobe Spark Video, Animated Videos in minutes : 4302.0
Adobe Illustrator Draw : 3215.0
Concepts - Sketch, Design, Illustrate : 3101.0
Trello : 2793.0
Adobe Spark Page — Create Stunning Web Pages : 2528.0
Workflow: Powerful Automation Made Simple : 1498.0
ATracker - Daily Task and Time Tracking : 1114.0
Bear : 891.0
Family Organizer - Calendar Planner : 828.0
Fingerprint Login: PassKey Password & Apps Lock : 718.0
360云盘 : 437.0
Mail Master by NetEase : 361.0
Content Transf : 299.0
HOUND Voice Search & Assistant : 297.0
AutoScout24 - mobile used & new car market : 220.0
WEB.DE Mail : 168.0
GMX Mail : 102.0
MetaMoJi Note Lite : 93.0
Infinite Painter : 65.0
Jottit : 14.0
Free QR Code Reader simply to scan a QR Code : 10.0
Official QR Code reader "Q" - QR app. - : 0.0
Digiposte + : 0.0
BarcodeReader「ICONIT」 : 0.0

No, too much apps to compete with

In [54]:

for row in ios:
    genre = row[11]
    name = row[1]
    rating = float(row[5])
    if genre == 'Navigation':
        print(name, ':', rating)

Waze - GPS Navigation, Maps & Real-time Traffic : 345046.0
Google Maps - Navigation & Transit : 154911.0
Geocaching® : 12811.0
CoPilot GPS – Car Navigation & Offline Maps : 3582.0
ImmobilienScout24: Real Estate Search in Germany : 187.0
Railway Route Search : 5.0

Although there are very few apps in this category, the users of these apps are not distributed proportionately. Waze and google maps the two apps that contain the highest number of reviews in the navigation category all belong to google. It'll be a really unprofitable endeavour to dive into this category

In [55]:

android_freq = freq_table(android,1)

In [56]:

avg_android = dict()
for category in android_freq:
    total = 0
    len_category = 0
    for row in android:
        category_app = row[1]
        if category_app == category:
            installs = row[5]
            installs = installs.replace('+', '')
            installs = installs.replace(',', '')
            installs = float(installs)
            total += installs
            len_category += 1
    avg_genres = total/len_category
    avg_android[category] = avg_genres
    print(category, ':', avg_genres)

COMICS : 817657.2727272727
VIDEO_PLAYERS : 24727872.452830188
PRODUCTIVITY : 16787331.344927534
GAME : 15588015.603248259
LIBRARIES_AND_DEMO : 638503.734939759
SOCIAL : 23253652.127118643
MAPS_AND_NAVIGATION : 4056941.7741935486
LIFESTYLE : 1437816.2687861272
HEALTH_AND_FITNESS : 4188821.9853479853
ENTERTAINMENT : 11640705.88235294
PHOTOGRAPHY : 17840110.40229885
PARENTING : 542603.6206896552
BOOKS_AND_REFERENCE : 8767811.894736841
MEDICAL : 120550.61980830671
FOOD_AND_DRINK : 1924897.7363636363
SHOPPING : 7036877.311557789
PERSONALIZATION : 5201482.6122448975
DATING : 854028.8303030303
SPORTS : 3638640.1428571427
BEAUTY : 513151.88679245283
FINANCE : 1387692.475609756
COMMUNICATION : 38456119.167247385
HOUSE_AND_HOME : 1331540.5616438356
BUSINESS : 1712290.1474201474
NEWS_AND_MAGAZINES : 9549178.467741935
EDUCATION : 1833495.145631068
TRAVEL_AND_LOCAL : 13984077.710144928
FAMILY : 3695641.8198090694
TOOLS : 10801391.298666667
WEATHER : 5074486.197183099
EVENTS : 253542.22222222222
ART_AND_DESIGN : 1986335.0877192982
AUTO_AND_VEHICLES : 647317.8170731707

In [57]:

for avg in avg_android:
    if avg_android[avg] > 20000:
        print(avg, ':', avg_android[avg])

COMICS : 817657.2727272727
PRODUCTIVITY : 16787331.344927534
MAPS_AND_NAVIGATION : 4056941.7741935486
LIBRARIES_AND_DEMO : 638503.734939759
SOCIAL : 23253652.127118643
LIFESTYLE : 1437816.2687861272
HEALTH_AND_FITNESS : 4188821.9853479853
ENTERTAINMENT : 11640705.88235294
PHOTOGRAPHY : 17840110.40229885
PARENTING : 542603.6206896552
BOOKS_AND_REFERENCE : 8767811.894736841
MEDICAL : 120550.61980830671
FOOD_AND_DRINK : 1924897.7363636363
SHOPPING : 7036877.311557789
PERSONALIZATION : 5201482.6122448975
VIDEO_PLAYERS : 24727872.452830188
SPORTS : 3638640.1428571427
BEAUTY : 513151.88679245283
EVENTS : 253542.22222222222
FINANCE : 1387692.475609756
COMMUNICATION : 38456119.167247385
HOUSE_AND_HOME : 1331540.5616438356
BUSINESS : 1712290.1474201474
NEWS_AND_MAGAZINES : 9549178.467741935
EDUCATION : 1833495.145631068
TRAVEL_AND_LOCAL : 13984077.710144928
GAME : 15588015.603248259
FAMILY : 3695641.8198090694
TOOLS : 10801391.298666667
WEATHER : 5074486.197183099
DATING : 854028.8303030303
ART_AND_DESIGN : 1986335.0877192982
AUTO_AND_VEHICLES : 647317.8170731707

These are the categories I'm going to consider for google playstore:
PHOTOGRAPHY,
PERSONALIZATION,
ART_AND_DESIGN,
BEAUTY,
VIDEO_PLAYERS,
BOOKS_AND_REFERENCE,
EDUCATION,
SPORTS,
PARENTING,
LIFESTYLE,
HOUSE_AND_HOME,
FAMILY,
COMMUNICATION,
AUTO_AND_VEHICLES,
TOOLS,
EVENTS,
LIBRARIES_AND_DEMO

In [59]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'PHOTOGRAPHY':
        print(name, ':', installs)

TouchNote: Cards & Gifts : 1,000,000+
FreePrints – Free Photos Delivered : 1,000,000+
Groovebook Photo Books & Gifts : 500,000+
Moony Lab - Print Photos, Books & Magnets ™ : 50,000+
LALALAB prints your photos, photobooks and magnets : 1,000,000+
Snapfish : 1,000,000+
Motorola Camera : 50,000,000+
HD Camera - Best Cam with filters & panorama : 5,000,000+
LightX Photo Editor & Photo Effects : 10,000,000+
Sweet Snap - live filter, Selfie photo edit : 10,000,000+
HD Camera - Quick Snap Photo & Video : 1,000,000+
B612 - Beauty & Filter Camera : 100,000,000+
Waterfall Photo Frames : 1,000,000+
Photo frame : 100,000+
Huji Cam : 5,000,000+
Unicorn Photo : 1,000,000+
HD Camera : 5,000,000+
Makeup Editor -Beauty Photo Editor & Selfie Camera : 1,000,000+
Makeup Photo Editor: Makeup Camera & Makeup Editor : 1,000,000+
Moto Photo Editor : 5,000,000+
InstaBeauty -Makeup Selfie Cam : 50,000,000+
Garden Photo Frames - Garden Photo Editor : 500,000+
Photo Frame : 10,000,000+
Selfie Camera - Photo Editor & Filter & Sticker : 50,000,000+
Sweet Snap Lite - live filter, Selfie photo editor : 500,000+
Selfie Camera: Beauty Camera, Photo Editor,Collage : 1,000,000+
Night Photo Frame : 1,000,000+
YouCam Makeup - Magic Selfie Makeovers : 100,000,000+
Selfie Photo Editor : 1,000,000+
ASUS Gallery : 50,000,000+
Kids Photo Frames : 1,000,000+
Pencil Photo Sketch-Sketching Drawing Photo Editor : 1,000,000+
Pretty Makeup, Beauty Photo Editor & Snappy Camera : 5,000,000+
Photo Collage - Layout Editor : 10,000,000+
DSLR Camera Hd Ultra Professional : 1,000,000+
Snap Cat Face Camera : 1,000,000+
Silent Camera [High Quality] : 5,000,000+
Sweet Camera - Selfie Filters, Beauty Camera : 10,000,000+
Photo Frames : 10,000,000+
Sweet Selfie - selfie camera, beauty cam, photo edit : 100,000,000+
Candy selfie - photo editor, live filter camera : 10,000,000+
Open Camera : 10,000,000+
Beauty Makeup – Photo Makeover : 1,000,000+
Blur Image Background Editor (Blur Photo Editor) : 5,000,000+
Muzy - Share photos & collages : 5,000,000+
QuickPic - Photo Gallery with Google Drive Support : 10,000,000+
Flickr : 10,000,000+
Camera for Android : 10,000,000+
Photo Mixer : 10,000,000+
Wondershare PowerCam : 10,000,000+
love : 1,000,000+
KVAD Camera +: Selfie, Photo Filter, Grids : 1,000,000+
Camera51 - a smarter camera : 1,000,000+
InstaCam - Camera for Selfie : 1,000,000+
Sweet Camera : 5,000,000+
RetroSelfie - Selfie Editor : 10,000,000+
Mega Photo : 1,000,000+
Blur Image Background : 10,000,000+
MIX by Camera360 : 5,000,000+
Google Photos : 1,000,000,000+
SuperPhoto - Effects & Filters : 5,000,000+
Camera FV-5 Lite : 10,000,000+
HD Camera Ultra : 10,000,000+
Cameringo Lite. Filters Camera : 10,000,000+
Camera ZOOM FX - FREE : 5,000,000+
HD Camera Pro for Android : 1,000,000+
GoPro (formerly Capture) : 10,000,000+
Beauty Makeup Snappy Collage Photo Editor - Lidow : 10,000,000+
Samsung SMART CAMERA App : 1,000,000+
Square InPic - Photo Editor & Collage Maker : 50,000,000+
High-Speed Camera (GIF,Burst) : 5,000,000+
Camera MX - Free Photo & Video Camera : 10,000,000+
EyeEm - Camera & Photo Filter : 10,000,000+
Retrica : 100,000,000+
VSCO : 50,000,000+
PhotoWonder: Pro Beauty Photo Editor Collage Maker : 50,000,000+
Photo Effects Pro : 50,000,000+
Photo Editor Selfie Camera Filter & Mirror Image : 50,000,000+
No Crop & Square for Instagram : 10,000,000+
Picture Grid Builder : 5,000,000+
HD Camera for Android : 10,000,000+
Photo Studio : 10,000,000+
Photo Editor Pro : 100,000,000+
Photo Editor- : 5,000,000+
Mirror Photo:Editor Collage (HD) : 10,000,000+
Pic Stitch - #1 Collage Maker : 1,000,000+
PhotoDirector Photo Editor App : 10,000,000+
Pic Collage - Photo Editor : 50,000,000+
Photo Editor by Aviary : 50,000,000+
Video Editor Music,Cut,No Crop : 50,000,000+
Pixlr – Free Photo Editor : 50,000,000+
Photo Editor : 10,000,000+
Photo Collage Maker : 10,000,000+
Adobe Photoshop Express:Photo Editor Collage Maker : 50,000,000+
BeautyPlus - Easy Photo Editor & Selfie Camera : 100,000,000+
PicsArt Photo Studio: Collage Maker & Pic Editor : 100,000,000+
Photo Collage Editor : 100,000,000+
Color Touch Effects : 10,000,000+
InstaSize Photo Filters & Collage Editor : 50,000,000+
Z Camera - Photo Editor, Beauty Selfie, Collage : 100,000,000+
PhotoGrid: Video & Pic Collage Maker, Photo Editor : 100,000,000+
Candy Camera - selfie, beauty camera, photo editor : 100,000,000+
YouCam Perfect - Selfie Photo Editor : 100,000,000+
Pixgram- video photo slideshow : 5,000,000+
Fotor Photo Editor - Photo Collage & Photo Effects : 10,000,000+
Snapseed : 50,000,000+
Camera360: Selfie Photo Editor with Funny Sticker : 100,000,000+
Font Studio- Photo Texts Image : 10,000,000+
Add Text To Photo : 1,000,000+
Phonto - Text on Photos : 10,000,000+
Collage&Add Stickers papelook : 5,000,000+
Shutterfly: Free Prints, Photo Books, Cards, Gifts : 5,000,000+
Photo Collage - InstaMag : 10,000,000+
Meitu – Beauty Cam, Easy Photo Editor : 10,000,000+
Bestie - Camera360 Selfie : 10,000,000+
B Tiff Viewer : 100,000+
F-Stop Gallery : 1,000,000+
How Do I Look : 500,000+
Keepsafe Photo Vault: Hide Private Photos & Videos : 50,000,000+
MakeupPlus - Your Own Virtual Makeup Artist : 50,000,000+
Pixlr-o-matic : 10,000,000+
PixelLab - Text on pictures : 10,000,000+
Leica Q : 10,000+
S Photo Editor - Collage Maker , Photo Collage : 100,000,000+
U Camera : Phone 6s OS 9 style : 500,000+
V.360° Camera : 100,000+
Profile w/o crop for Telegram : 10,000+
Z Camera : 10,000+
Six Pack Abs Photo Editor : 1,000,000+
Brica BPRO5 AE : 500,000+
AfterFocus : 10,000,000+
DSLR camera - Auto Focus and Blur Professional : 10,000+
AR effect : 100,000,000+
ASUS PixelMaster Camera : 10,000,000+
easyFocus : 500,000+
Blur Image - DSLR focus effect : 5,000,000+
Camera Pro : 1,000,000+
HD Camera - silent shutter : 1,000,000+
A Better Camera : 5,000,000+
Auto Dslr Photo Effect : Auto Focus Effect : 1,000+
PhotoScan by Google Photos : 10,000,000+
Afterlight : 1,000,000+
Blurfoto : Auto blur photo background & DSLR focus : 500,000+
Blur : 1,000,000+
Picai - Smart AI Camera : 100,000+
Adobe Illustrator Draw : 5,000,000+
FaceApp : 10,000,000+
AI Image Recognizer (beta) : 500+
AJ Cam : 100+
Selfie With Champion AJ Style : 500+
A.J. Styles HD Wallpapers 2018 : 100+
Scoompa Video - Slideshow Maker and Video Editor : 10,000,000+
AEE AP : 1,000+
SNOW - AR Camera : 50,000,000+
Add Watermark Free : 1,000,000+
camera zoom moon : 500,000+
AZ Camera - Manual Pro Cam : 100,000+
BC Camera : 500+
Photo Editor by BeFunky : 10,000,000+
Be Fabulous PHOTO BOOTH : 10,000+
Adobe Photoshop Fix : 5,000,000+
Photo BG Changer : 1,000+
BG Editor : 5+
PhotoLayers〜Superimpose,Eraser : 10,000,000+
Blender BG - Photo Blend With Background : 100+
Auto Background Changer : 1,000,000+
Change photo background : 5,000,000+
Background Eraser : 10,000,000+
Background Changer & Eraser : 500,000+
Cut Out : Background Eraser and background changer : 1,000,000+
Ultimate Background Eraser : 1,000,000+
DSLR Photography Training apps : 100,000+
Photo Editor - BPhoto : 1,000+
24 megapixel hd camera : 100,000+
BK Photography : 1,000+
BL 1-Click Camera - Free : 10,000+
BL Portfolio : 100+
BQ Camera : 1,000,000+
BT Camera : 500,000+
BlitzWolf Shutter - BW Shutter : 50,000+
Black & White Camera - Lovely BW : 100,000+
Analog BW - Camera filter effect foto film retouch : 100+
Hypocam : 1,000,000+
B&W Photo Filter Editor : 50,000+
CB VIDEO VISION : 100+
CB Hair Png - New Hair Png For CB Editing : 500+
CB Edits PNG & CB Backgrounds : 5,000+
CG Prints : 100+
Gold Teeth Photo Editor : 100,000+
Night Camera Blur Effect : 10,000+
Camera V7 24 Megapixel : 100,000+
Leica CL : 1,000+
Canon CameraWindow : 1,000,000+
Cymera Camera- Photo Editor, Filter,Collage,Layout : 100,000,000+
Camera360 Lite - Selfie Camera : 10,000,000+
Wallpaper.cz : 100+
Face Filter, Selfie Editor - Sweet Camera : 10,000,000+
Visage Lab – face retouch : 5,000,000+
LC-DB-LITE : 100+
DC-014 : 500+
Bokeh (Background defocus) : 10,000,000+
Love Collage - Photo Editor : 10,000,000+
LINE Camera - Photo editor : 100,000,000+
DF Night Selfies : 10,000+
My Photo Keyboard : 10,000,000+
Story Saver for Instagram : 5,000,000+
Boomerang from Instagram : 50,000,000+
Insave-Download for Instagram : 1,000,000+
DP Editor : 5,000+
DP Maker : 100,000+
Square DP For Whatsapp : 10,000+
DP Creator for WhatsApp : 100,000+
Dp For FB : 1,000+
Magical Insta DP : 1,000+
All Types DP & Status Maker : 1,000+
DP Photo Editor : 10,000+
Fifa World Cup 2018: Photo Frame Editor & DP Maker : 100,000+
Insta Square Profile DP : 5,000+
DP Status 2017 : 50,000+
LightMeter Free : 1,000,000+
DS-L4 Viewer : 1,000+
DU GIF Maker: GIF Maker, Video to GIF & GIF Editor : 500,000+
DU Collage Maker - Photo Collage & Grid & Layout : 100,000+
Live DV : 1,000+
DV-4036 by Somikon : 1,000+
Touch DV : 50+
XDV : 1,000,000+
DV Lottery Photo Tool : 50,000+
DV KING 4K : 100+
Wifi Action Camera : 50,000+
4K Ultra Camera : 100,000+
DV KING : 100+
DENVER ACTION CAM 3 : 10,000+
SportLook : 100,000+
Displaying You VR : 50+
i am EB : 10+
Retro Camera : 10,000,000+
Footej Camera : 1,000,000+
Video Maker with Photo and Music : 1,000,000+
Phogy, 3D Camera : 1,000,000+
Photo Lab Picture Editor: face effects, art frames : 50,000,000+
MomentCam Cartoons & Stickers : 50,000,000+
A+ Gallery - Photos & Videos : 10,000,000+
Light Meter - EV : 1,000+
FilterGrid - Cam&Photo Editor : 1,000,000+
ez Share Android app : 100,000+
Ez iCam : 1,000,000+
Facejjang : 10,000,000+
Cover Camera for FB : 100,000+
FB Photographie : 1,000+
FD Fotografia : 100+
Ghost In Photo : 5,000,000+
FH WiFiCam : 10,000+
PIP Selfie Camera Photo Editor : 10,000,000+
FL Drone 2 : 5,000+
FN Cam : 10,000+
PIP-Camera FN Photo Effect : 1,000+
Photo Editor Collage Maker Pro : 100,000,000+
Free Slideshow Maker & Video Editor : 10,000,000+
Thumbnail Maker : 1,000,000+
PhotoFunia : 10,000,000+

There are too many apps for this category

In [60]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'PERSONALIZATION':
        print(name, ':', installs)

Nova Launcher : 50,000,000+
Funny Ringtones : 1,000,000+
ZEDGE™ Ringtones & Wallpapers : 100,000,000+
XOS - Launcher,Theme,Wallpaper : 5,000,000+
3D Live Neon Weed Launcher : 100,000+
Evie Launcher : 5,000,000+
Golden Launcher : 5,000,000+
Launcher : 1,000,000+
CM Launcher 3D - Theme, Wallpapers, Efficient : 100,000,000+
4K Wallpapers and Ultra HD Backgrounds : 500,000+
OnePlus Launcher : 1,000,000+
Birds Sounds Ringtones & Wallpapers : 1,000,000+
Funny Alarm Clock Ringtones : 1,000,000+
ZenUI Launcher : 50,000,000+
Color Call - Caller Screen, LED Flash : 1,000,000+
New Launcher 2018 : 10,000,000+
Diamond Zipper Lock Screen : 10,000,000+
Emoji Keyboard - Cute Emoji,GIF, Sticker, Emoticon : 10,000,000+
3D Blue Glass Water Keyboard Theme : 10,000,000+
Backgrounds (HD Wallpapers) : 10,000,000+
New 2018 Keyboard : 10,000,000+
APUS Launcher - Theme, Wallpaper, Hide Apps : 100,000,000+
ZenUI Themes – Stylish Themes : 10,000,000+
Keyboard - wallpapers , photos : 10,000,000+
Lovely Cute Pink Kitty Cat Keyboard Theme : 500,000+
Microsoft Launcher : 10,000,000+
Goku Wallpaper Art : 1,000,000+
Door Lock Screen : 1,000,000+
Yandex Browser with Protect : 50,000,000+
Cute wallpapers & kawaii backgrounds images : 1,000,000+
ASUS Cover for ZenFone 2 : 10,000,000+
Hola Launcher- Theme,Wallpaper : 100,000,000+
OnePlus Icon Pack - Square : 500,000+
Live 3D Neon Blue Love Heart Keyboard Theme : 1,000,000+
Pink Diamond Princess Keyboard Theme : 1,000,000+
Wallpapers HD, 4K Backgrounds : 10,000,000+
Photo Lock App - Hide Pictures & Videos : 5,000,000+
Romantic Love Photo Frames : 5,000,000+
Colorful Glitter Neon Butterfly Keyboard Theme : 500,000+
OnePlus Icon Pack : 500,000+
Water Garden Live Wallpaper : 5,000,000+
Water Droplets Keyboard Theme : 100,000+
FUN Keyboard – Emoji Keyboard, Sticker,Theme & GIF : 500,000+
Freeme Launcher—Stylish Theme : 100,000+
Ringtones & Wallpapers for Me : 10,000,000+
Ringtone Maker : 50,000,000+
Retro Clock Widget : 5,000,000+
Zooper Widget : 1,000,000+
Beautiful Widgets Free : 1,000,000+
DashClock Widget : 1,000,000+
Fancy Widgets : 5,000,000+
icon wallpaper dressup💞CocoPPa : 10,000,000+
The real aquarium - HD : 5,000,000+
Best Wallpapers QHD : 10,000,000+
Dog Licks Screen Wallpaper : 5,000,000+
Waterfall Live Wallpaper : 10,000,000+
Galaxy Live Wallpaper : 5,000,000+
Northern Lights FREE (Aurora) : 1,000,000+
Flowers Live Wallpaper : 10,000,000+
Petals 3D live wallpaper : 10,000,000+
Galactic Core Free Wallpaper : 10,000,000+
LINE Launcher : 10,000,000+
Asteroids 3D live wallpaper : 10,000,000+
Sun Rise Free Live Wallpaper : 10,000,000+
Wallpapers HD : 10,000,000+
Tiger Live Wallpaper : 5,000,000+
Backgrounds HD (Wallpapers) : 100,000,000+
Pink Roses Live Wallpaper : 1,000,000+
Butterfly Live Wallpaper : 5,000,000+
Koi Free Live Wallpaper : 50,000,000+
Wallpaper : 1,000,000+
Wolves Live Wallpaper : 1,000,000+
Horses Live Wallpaper : 1,000,000+
Tropical Beach Live Wallpaper : 1,000,000+
Glowing Flowers Live Wallpaper : 5,000,000+
Dolphins Live Wallpaper : 1,000,000+
Smart Launcher 5 : 10,000,000+
Buzz Launcher-Smart&Free Theme : 10,000,000+
Yandex.Shell (Launcher+Dialer) : 1,000,000+
ADW Launcher 2 : 10,000,000+
iKeyboard - emoji, emoticons : 10,000,000+
Simple Neon Blue Future Tech Keyboard Theme : 10,000,000+
ai.type Free Emoji Keyboard : 10,000,000+
GO Keyboard - Emoticon keyboard, Free Theme, GIF : 100,000,000+
TouchPal Purple Butterfly Theme : 1,000,000+
2018Emoji Keyboard 😂 Emoticons Lite -sticker&gif : 10,000,000+
Lavender Emoji Keyboard Theme : 1,000,000+
CARDI B WALLPAPERS : 1,000+
Cardi B HD Wallpapers Lock Screen : 500+
C Launcher: Themes, Wallpapers, DIY, Smart, Clean : 10,000,000+
Z Ringtones PREMIUM 2018 : 500,000+
H-Kakashi - theme Xperia™ : 50,000+
Alphabet "H" Passcode Lock Screen : 100+
J. Cole Rapper Wallpaper HD : 1,000+
Keyboard for Sony Xperia J : 50,000+
J Dark Ice Substratum Theme : 10,000+
BTS J-Hope Wallpaper KPOP Fans HD : 10,000+
BTS j-hope LINE Launcher theme : 10,000+
BTS J-Hope Wallpaper HD for KPOP Fans : 500+
[Substratum] K-Manager for K-Klock : 1,000+
Wallpapers Bus Scania Irizar K : 10,000+
Messenger L SMS, MMS : 500,000+
Lollipop Keyboard L Pro : 500,000+
Clock L : 100,000+
Dialer theme Droid L : 100,000+
M Launcher -Marshmallow 6.0 : 1,000,000+
M Theme - Dark Green Icon Pack : 10,000+
N Launcher: Nougat Theme : 10,000+
N Launcher - Nougat 7.0 : 1,000,000+
OO Launcher for Android O 8.0 Oreo™ Launcher : 1,000,000+
P Icon Pack for Pixel : 1,000+
P Launcher for Android™ 9.0 : 5,000+
P Launcher Theme For Android™ 9.0 : 10,000+
P Theme for Android™ P 9.0 Style Launcher : 50,000+
Android P 9.0 : 500+
Android P Wallpapers : 5,000+
P XPERIA Theme™ | Design For SONY 🎨 : 10,000+
Parallel Space - Multiple accounts & Two face : 100,000,000+
Theme for New Android P : 1,000+
Android P Stock Wallpapers : 1,000+
G-Pix [Android P] Dark EMUI 8/5 THEME : 10,000+
G-Pix [Android P] EMUI 8/5 THEME : 100,000+
Android-P Mono Grey EMUI 8/5 Theme : 10,000+
P XPERIA Theme™ | PURPLE - Design For SONY 🎨 : 500+
Materialistic P Wallpapers : 1,000+
P XPERIA Theme™ | INDIGO - Design For SONY 🎨 : 1,000+
Pi Dark [substratum] : 10,000+
Q Cat Live Wallpaper : 500,000+
S Launcher for Galaxy TouchWiz : 1,000,000+
I Love U Theme&Emoji Keyboard : 100,000+
Waiting For U Launcher Theme : 500,000+
BTS V LINE Launcher theme : 100,000+
Mirk V Launcher Theme : 10,000+
The grand theft V Wallpaper : 10,000+
V BTS Wallpaper : 5,000+
BTS V Kim Taehyung Wallpapers Kpop HD New : 5,000+
B & W Filter for Photo Editor Pro : 5,000+
Theme for Iphone X Plus : 10,000+
Anime X Wallpaper : 1,000,000+
NEW Theme for Phone X : 500,000+
iLocker X - iOS11 Lockscreen with HD Wallpapers : 100,000+
OS-X EMUI 4/5/8 THEME : 100,000+
GO Launcher - 3D parallax Themes & HD Wallpapers : 100,000,000+
Free Z Glass GO Keyboard Theme : 5,000,000+
GO SMS Pro Z Glass Theme EX : 1,000,000+
Theme eXp - Black Z Light : 1,000,000+
Wave Z Live Wallpaper : 5,000,000+
AcDisplay : 1,000,000+
AH Kollection for KLWP : 50,000+
ai robot keyboard : 100,000+
AJ Wallpapers : 100+
AK 47 Live Wallpaper : 50,000+
Wallpapers AK 47 Guns : 5,000+
AK 47 Assault Rifle Wallpapers : 100+
AK 47 Guns Wallpaper : 50,000+
Ak-47 Wallpapers 2018 : 500+
Wallpapers New AK 47 Assault Rifle Guns Arms : 100+
Weapon AK-74 Live Wallpaper : 1,000+
Wallpapers AK 74M : 10+
Wallpapers AK 12 : 10+
AK 47 Lock Screen : 500+
Jigsaw Puzzles AK 74M : 10+
QuickShortcutMaker : 1,000,000+
Nougat Android 7 Launcher : AW : 100,000+
Axe Wallpaper : 100+
Ay Yıldız Analog Saat : 1,000+
Earth & Moon in HD Gyro 3D Parallax Live Wallpaper : 5,000,000+
Be My Love Animated Keyboard : 50,000+
Be like Me - Hay Nhu Toi : 1,000+
Be you GO Launcher Theme : 100,000+
One Launcher : 1,000,000+
Keyboard Theme Dusk BK Purple : 10,000+
BL Community Icon Pack : 10,000+
BL Kennedy Theme : 10,000+
Gold Wallpapers : 10,000+
[Substratum] M5 Theme : 5,000+
Launcher Oreo 8.1 : 500,000+
Theme for Android 7.0 : 5,000+
Cube BR LWP simple : 1,000+
B. R. Ambedkar Jayanti SMS : 500+
Next Launcher 3D Theme Stun-BW : 100,000+
BW Wallpaper : 50+
Skull Widget BW : 10+
Kromium BW Theme for NEXT : 50,000+
Keyboard Theme Gate Flat BW : 10,000+
BL Essentials BW Icon Pack : 1,000+
Dragon B.Z Wallpapers : 10+
Dragon BZ Wallpapers HD : 1,000+
CB Background - Free HD Wallpaper Images : 1,000,000+
Football-CB GO Clock Theme : 1,000+
Themes DAF CF 85 Trucks : 100+
Themes DAF CF Trucks : 100+
Wallpapers DAF CF Trucks : 100+
Wallpapers DAF CF 85 Trucks : 10+
Wallpapers Truck DAF CF : 1,000+
Themes DAF CF 85 : 100+
CI Screwed - Icon Pack : 1,000+
CK Eorzea Timepiece : 100+
CL 2NE1 Wallpaper KPOP Fans HD : 100+
CL 2ne1 Wallpaper KPOP HD Best : 10+
CL 2ne1 Wallpaper KPOP UHD Fans : 10+
New CL 2ne1 Wallpaper KPOP live : 1+
CL 2ne1 Wallpaper KPOP Fans All : 1+
Wallpapers Mercedes Benz CL : 100+
CM Launcher Default Theme : 100,000+
Technology CM Locker Theme : 1,000,000+
Melior NUI - Material CM Theme : 100,000+
Speed Car CM Locker Theme : 500,000+
Vintage Flower CM Locker Theme : 500,000+
My Style CM 13 Theme : 10,000+
City light CM Locker Theme : 500,000+
CP Smart Check List : 10+
CR Blue Icon Pack : 10,000+
CR-Red : 10,000+
CV Maker : 10,000+
Theme For Techno Camon CX : 5,000+
cx advance call blocker : 50+
CY Konum : 100+
Wallpapers CZ 75 85 : 10+
Siren Ringtones : 5,000,000+
Marvel and DC Wallpapers : 10,000+
Love Fonts for FlipFont : 1,000,000+
Wallpapers DH 4K : 1,000+
HDWallpaper DK : 10+
Daily DM : 1,000+
Apex Launcher : 10,000,000+
Dp For WhatsApp : 1,000,000+
Profile pictures for WhatsApp : 500,000+
DP & Status for Whatsapp 2018 : 100,000+
Status For WhatsApp DP - pro : 10,000+
Dulquer Salmaan HD Wallpapers : 100+
Johor DT Lock Screen : 1,000+
senior easy phone : 50,000+
DU Launcher - Boost Your Phone : 1,000,000+
Modern: DU Launcher Theme : 50,000+
Night: DU Launcher Theme : 50,000+
Rose Gold DW Watch Theme : 100+
Black Classic DW Watch Theme : 100+
Cnady Selfie : You Can Dy Snap Camera : 1,000+
Cute Dolphin Keyboard : 10,000+
Free E B Garamond Cool Font : 100,000+
Eh Bee Wallpapers HD : 100+
Smoke Effect Name Art Maker-Avatar Text Art Editor : 100,000+
EM Launcher for EMUI : 500,000+
ES Themes -- Classic Theme : 1,000,000+
EU Flags Free Live Wallpaper : 100,000+
Flag of European Union : 1,000+
Flag Of European Union LWP : 1,000+
European Union Flag LWP : 100+
EU Flag Live Wallpaper : 1,000+
GO SMS PRO EMOJI PLUGIN : 5,000,000+
GO Launcher EX UI5.0 theme : 5,000,000+
GLASS GO Launcher EX Theme : 1,000,000+
CYANOGEN GO Launcher EX Theme : 5,000,000+
Black Theme Go Launcher EX : 50,000+
EZ Launcher : 1,000,000+
Barcelona Wallpaper HD : 10,000+
Theme for Galaxy Note FE Launcher | Live Wallpaper : 100+
Theme for Galaxy Note FE : 100+
Note FE Theme And Launcher For Samsung Galaxy : 1,000+
Theme for Samsung Galaxy Note FE : 10,000+
Theme For Galaxy Note FE : 100+
HD Themes Volvo FH Trucks : 5,000+
Themes Volvo FH 16 Trucks : 10,000+
Top Themes Volvo FH Trucks : 1,000+
Wallpapers Volvo FH 16 Trucks : 1,000+
HD Wallpapers Volvo FH Trucks : 500+
Themes Volvo FH Trucks : 1,000+
Wallpapers Volvo FH Truck : 100+
Xposed Wi-Fi-Pwd : 100,000+
Sci-Fi Sounds and Ringtones : 10,000+
Wallpapers Toyota FJ Cruiser : 10,000+
New Wallpapers Toyota FJ Cruiser Theme : 100+
HD Themes Toyota Cruiser 70 : 10,000+
HD Themes Toyota Cruiser 60 : 100+
HD Themes Toyota Cruiser70 : 100+
HD Themes Toyota Cruiser 80 : 100+
HD Themes Toyota Cruiser 50 : 50+
HD Themes Toyota Cruiser 100VX : 100+
HD Themes Toyota Cruiser 200 : 100+
HD Themes Toyota Cruiser 40 : 100+
Wallpapers FN Herstal FNP 9 : 1+
Wallpapers FN SCAR H : 100+
Wallpapers FN F2000 : 5+
Wallpapers FN Five seven : 10+
Wallpapers FN FAL Light Automatic Rifle : 10+
Bullet - FN Theme : 5,000+
Pint - FN Theme : 100+
HAL-9000 - FN Theme : 10,000+
Stylish Fonts : 10,000,000+
Launcher Theme for LG K10 2018 : 100,000+
FP Click sound changer : 10,000+
FP Charging Daydream : 5,000+
Fountain Live Wallpaper HD – Dubai Wallpaper 3D : 500+

There are too many apps for this category also

In [61]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'ART_AND_DESIGN':
        print(name, ':', installs)

Photo Editor & Candy Camera & Grid & ScrapBook : 10,000+
U Launcher Lite – FREE Live Cool Themes, Hide Apps : 5,000,000+
Sketch - Draw & Paint : 50,000,000+
Pixel Draw - Number Art Coloring Book : 100,000+
Paper flowers instructions : 50,000+
Smoke Effect Photo Maker - Smoke Editor : 50,000+
Infinite Painter : 1,000,000+
Garden Coloring Book : 1,000,000+
Kids Paint Free - Drawing Fun : 10,000+
Text on Photo - Fonteee : 1,000,000+
Name Art Photo Editor - Focus n Filters : 1,000,000+
Tattoo Name On My Photo Editor : 10,000,000+
Mandala Coloring Book : 100,000+
3D Color Pixel by Number - Sandbox Art Coloring : 100,000+
Learn To Draw Kawaii Characters : 5,000+
Photo Designer - Write your name with shapes : 500,000+
350 Diy Room Decor Ideas : 10,000+
FlipaClip - Cartoon animation : 5,000,000+
ibis Paint X : 10,000,000+
Logo Maker - Small Business : 100,000+
Boys Photo Editor - Six Pack & Men's Suit : 100,000+
Superheroes Wallpapers | 4K Backgrounds : 500,000+
HD Mickey Minnie Wallpapers : 50,000+
Harley Quinn wallpapers HD : 10,000+
Colorfit - Drawing & Coloring : 500,000+
Animated Photo Editor : 100,000+
Pencil Sketch Drawing : 10,000+
Easy Realistic Drawing Tutorial : 100,000+
Pink Silver Bow Keyboard Theme : 100,000+
Art Drawing Ideas : 50,000+
Anime Manga Coloring Book : 100,000+
Easy Origami Ideas : 100,000+
I Creative Idea : 10,000+
How to draw Ladybug and Cat Noir : 100,000+
Floor Plan Creator : 5,000,000+
PIP Camera - PIP Collage Maker : 10,000+
How To Color Disney Princess - Coloring Pages : 500,000+
Drawing Clothes Fashion Ideas : 10,000+
Sad Poetry Photo Frames 2018 : 100,000+
Paint Splash! : 100,000+
Popsicle Sticks and Similar DIY Craft Ideas : 10,000+
Canva: Poster, banner, card maker & graphic design : 10,000,000+
Install images with music to make video without Net - 2018 : 100,000+
Little Teddy Bear Colouring Book Game : 100,000+
How To Draw Food : 100,000+
Cardi B Wallpaper : 50,000+
Textgram - write on photos : 10,000,000+
X Launcher: With OS11 Style Theme & Control Center : 100,000+
Ai illustrator viewer : 100,000+
AJ Styles HD Wallpapers : 5,000+
AJ Styles Wallpaper 2018 - AJ Styles HD Wallpaper : 1,000+
Fantasy theme dark bw black building : 5,000+
Easy DIY CD Craft Ideas : 5,000+
Dp for girls : 50,000+
Name Art DP - Focus n Filter Text 2018 : 10,000+
Test Application DT 02 : 0+
Spring flowers theme couleurs d t space : 100+

Most of these apps can also be categorized under 'PHOTOGRAPHY' and 'PERSONALIZATION'.
And like we stated previously, these categories have a lot of apps. Hence we can't have an app based on this category because of the much competition

In [62]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'BEAUTY':
        print(name, ':', installs)

Hush - Beauty for Everyone : 500,000+
ipsy: Makeup, Beauty, and Tips : 1,000,000+
Natural recipes for your beauty : 100,000+
BestCam Selfie-selfie, beauty camera, photo editor : 500,000+
Mirror - Zoom & Exposure - : 1,000,000+
Beauty Selfie Camera : 500,000+
Hairstyles step by step : 100,000+
Filters for Selfie : 1,000,000+
Tie - Always be happy : 50,000+
Ulta Beauty : 1,000,000+
Prom MakeUp Tutorial : 10,000+
Selfie Camera : 1,000,000+
Sweet Selfie Beauty Camera : 100,000+
Colors of white in Urdu : 10,000+
Selfie Camera Photo Editor & Filter & Sticker : 50,000+
Wrinkles and rejuvenation : 100,000+
Eyes Makeup Beauty Tips : 10,000+
Photo Editor 2018 : 10,000+
Step By Step Eyes Makeup Tutorial : 10,000+
Beauty Camera - Selfie Camera : 10,000,000+
Girls Hairstyles : 500,000+
Mirror Camera (Mirror + Selfie Camera) : 1,000,000+
Beauty Tips - Beauty Tips in Sinhala : 50,000+
Haircut Tutorials/Haircut Videos : 10,000+
Sephora: Skin Care, Beauty Makeup & Fragrance Shop : 1,000,000+
Manicure - nail design : 50,000+
Sticker Camera - Selfie Filters, Beauty Camera : 500,000+
Filters for B Live : 500,000+
Skin Care and Natural Beauty : 100,000+
Facial Wrinkle Reduction : 10,000+
Makeup Videos : 5,000+
Secrets of beauty, youth and health : 10,000+
Recipes and tips for losing weight : 10,000+
Discover Color : 100,000+
Eyeliner step by step 2018 : 5,000+
Dresses Ideas & Fashions +3000 : 100,000+
Lady adviser (beauty, health) : 10,000+
Step By Step Hairstyles For Women : 10,000+
Rainbow Camera : 1,000,000+
Methods of teeth whitening : 50,000+
Girls hairstyles 2018 : 10,000+
AI Face Beauty Analysis - IntelliFace (Free) : 10,000+
Aura Hair Group BC : 100+
BH Cosmetics : 1,000+
BJ Grand Salon Mobile App : 100+
BN Whitening Shoppe Ph : 100+
BU Beauty Rooms : 50+
Best Hairstyles step by step : 5,000,000+
Calvin Klein Petite Dresses : 500+
DK Studio Barbershop : 100+
Skin Disease : 100+
Beard Live Camera Photo Editor : 5,000+
Female Daily : 100,000+

Some of these apps are camera filters and tutorials.
Some like hush is a beauty online shopping but since there're online shopping app that also sell beauty products, it's better we do not build an app like these
Ipsy is a monthly subscription to get beauty and makeup products
It's important to notice that the app that seems to have the highest number of downloads is 'Best Hairstyles step by step' app which is a tutorial app. The reason why it has a lot of users is probably because it's a family app that you can use to make your kid's hair. But I noticed that it's possible that the app only covers hairdo for white people. We can build an app of the same replica but over diversity of cultures and colors

In [63]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'VIDEO_PLAYERS':
        print(name, ':', installs)

YouTube : 1,000,000,000+
All Video Downloader 2018 : 1,000,000+
Video Downloader : 10,000,000+
HD Video Player : 1,000,000+
Iqiyi (for tablet) : 1,000,000+
Video Player All Format : 10,000,000+
Motorola Gallery : 100,000,000+
Free TV series : 100,000+
Video Player All Format for Android : 500,000+
VLC for Android : 100,000,000+
Code : 10,000,000+
Vote for : 50,000,000+
XX HD Video downloader-Free Video Downloader : 1,000,000+
OBJECTIVE : 1,000,000+
Music - Mp3 Player : 10,000,000+
HD Movie Video Player : 1,000,000+
YouCut - Video Editor & Video Maker, No Watermark : 5,000,000+
Video Editor,Crop Video,Movie Video,Music,Effects : 1,000,000+
YouTube Studio : 10,000,000+
video player for android : 10,000,000+
Vigo Video : 50,000,000+
Google Play Movies & TV : 1,000,000,000+
HTC Service － DLNA : 10,000,000+
VPlayer : 1,000,000+
MiniMovie - Free Video and Slideshow Editor : 50,000,000+
Samsung Video Library : 50,000,000+
OnePlus Gallery : 1,000,000+
LIKE – Magic Video Maker & Community : 50,000,000+
HTC Service—Video Player : 5,000,000+
Play Tube : 1,000,000+
Droid Zap by Motorola : 5,000,000+
video player : 1,000,000+
G Guide Program Guide (SOFTBANK EMOBILE WILLCOM version) : 1,000,000+
Video.Guru - Video Maker : 1,000,000+
HTC Gallery : 10,000,000+
PowerDirector Video Editor App: 4K, Slow Mo & More : 10,000,000+
Cartoon Network App : 10,000,000+
Video Status : 1,000,000+
Video Wallpaper Show : 500+
SVT Play : 1,000,000+
BluTV : 1,000,000+
Tencent Video - Supporting the whole network : 1,000,000+
Casper Ssinema : 10,000+
amazer - Global Kpop Video Community : 100,000+
MX Player : 500,000,000+
Video Editor : 5,000,000+
Omlet Arcade - Stream, Meet, Play : 10,000,000+
VUE: video editor & camcorder : 1,000,000+
Magisto Video Editor & Maker : 10,000,000+
Dubsmash : 100,000,000+
DU Recorder – Screen Recorder, Video Editor, Live : 50,000,000+
KineMaster – Pro Video Editor : 50,000,000+
Mobizen Screen Recorder for SAMSUNG : 10,000,000+
Mobizen Screen Recorder for LG - Record, Capture : 1,000,000+
M-Sight Pro : 5,000+
Sketch 'n' go : 100,000+
Q-See Plus : 5,000+
Ustream : 10,000,000+
VMate : 50,000,000+
All Video Downloader : 10,000,000+
VidPlay : 1,000,000+
HD Video Downloader : 2018 Best video mate : 50,000,000+
VivaVideo - Video Editor & Photo Movie : 100,000,000+
VideoShow-Video Editor, Video Maker, Beauty Camera : 100,000,000+
W Box VMS : 10,000+
W Box VMS HD : 5,000+
AB Repeat Player : 100,000+
A-B repeater : 5,000+
Ez Screen Recorder (no ad) : 100,000+
Adobe Premiere Clip : 5,000,000+
FilmoraGo - Free Video Editor : 10,000,000+
ActionDirector Video Editor - Edit Videos Fast : 5,000,000+
AJ Player : 100+
AK Lodi Films : 100+
WiFi Baby Monitor - NannyCam : 5,000,000+
Ringdroid : 50,000,000+
Multiple Videos at Same Time : 1,000,000+
AV-IPTV : 1,000+
HD Video Player (wmv,avi,mp4,flv,av,mpg,mkv)2017 : 10,000+
HD Video Player - Video & MP3 Player | AV Player | : 5,000+
EML UPnP-AV Control Point : 10,000+
AW Screen Recorder No Root : 100,000+
AX Player -Nougat Video Player : 1,000,000+
AX Video Player : 50,000+
Ay : 5,000+
Ay Sabz Gunbad Waly : 1,000+
iMediaShare – Photos & Music : 10,000,000+
AZ Screen Recorder - No Root : 10,000,000+
Movie Downloader Torrent : Az Torrent : 1,000+
A-Z Screen Recorder - : 500+
BC iptv player : 1,000+
Bc Vod : 100+
Funny videos for whatsapp : 1,000,000+
BG video - floating video - background video : 5,000+
BG MUSIC PLAYER - MUSIC PLAYER : 100+
bgtime.tv : 50,000+
YourTube Video Views BG : 500+
Music for Youtube - Tube Music BG, Red+ : 1,000+
BGCN TV : 100,000+
AfreecaTV : 10,000,000+
BK News Channel : 10,000+
BR Video Player : 5,000+
BR Series : 50,000+
CINE BR : 1,000+
iPlayIT for YouTube VR Player : 1,000,000+
BSPlayer FREE : 10,000,000+
BSPlayer ARMv7 VFP CPU support : 1,000,000+
BS player remote : 10,000+
BitTorrent®- Torrent Downloads : 10,000,000+
Bx-WiFi-GI : 100+
BZ Langenthaler Tagblatt : 1,000+
Nero AirBurn : 100,000+
CI Stream : 10+
CJ Camcorder : 500+
CJ VLC HD Remote (+ Stream) : 500,000+
ACTIVEON CX & CX GOLD : 50,000+
CX Monthly Tech News : 500+
DG UPnP Player Free : 10,000+
DG Screen Recorder : 500+
DG Video Editor : 10,000+
Video Downloader - for Instagram Repost App : 10,000,000+
Quik – Free Video Editor for photos, clips, music : 10,000,000+
FrostWire: Torrent Downloader & Music Player : 10,000,000+
Inst Download - Video & Photo : 10,000,000+
Vuze Torrent Downloader : 1,000,000+
AndStream - Streaming Download : 1,000,000+
DR TV : 500,000+
DS photo : 1,000,000+
DS video : 1,000,000+
DU Privacy-hide apps、sms、file : 1,000,000+
iSmart DV : 1,000,000+
dv Prompter : 50,000+
DV Lottery Photo : 5,000+
MelifeCam-M : 10,000+
GoPlus Cam : 500,000+
GoAction : 100,000+
4K VIDEO PLAYER ULTRA HD : 5,000+
Downvids Helper - One touch DW : 10,000+
DZ Popup Video Player : 5,000+
EC MANAGER : 100+
EF Sidekick : 5,000+
ek tuhi : 10,000+
Naruto Shippuden - Watch Free! : 10,000,000+
ES Audio Player ( Shortcut ) : 100,000+
Furrion ES Control : 5,000+
ES-IPTV : 50,000+
EZCast – Cast Media to TV : 1,000,000+
EZ Web Video Cast | Chromecast : 100,000+
EZ-SEE : 10,000+
EZ TV Player : 10,000+
EZ Usenet for Easynews® : 10,000+
EZ game screen recorder with audio 1080P : 1,000+
Videos downloader for Facebook:fast fb video saver : 5,000+
Video Downloader for FB : Video Download with Link : 100,000+
HD VideoDownlaoder For Fb : XXVideo Downloader : 10,000+
HD Video Download for Facebook : 1,000,000+
Art of F J Taylor : 10+
Motorola FM Radio : 100,000,000+
List iptv FR : 100+

There are too many apps for this category

In [64]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'BOOKS_AND_REFERENCE':
        print(name, ':', installs)

E-Book Read - Read Book for free : 50,000+
Download free book with green book : 100,000+
Wikipedia : 10,000,000+
Cool Reader : 10,000,000+
Free Panda Radio Music : 100,000+
Book store : 1,000,000+
FBReader: Favorite Book Reader : 10,000,000+
English Grammar Complete Handbook : 500,000+
Free Books - Spirit Fanfiction and Stories : 1,000,000+
Google Play Books : 1,000,000,000+
AlReader -any text book reader : 5,000,000+
Offline English Dictionary : 100,000+
Offline: English to Tagalog Dictionary : 500,000+
FamilySearch Tree : 1,000,000+
Cloud of Books : 1,000,000+
Recipes of Prophetic Medicine for free : 500,000+
ReadEra – free ebook reader : 1,000,000+
Anonymous caller detection : 10,000+
Ebook Reader : 5,000,000+
Litnet - E-books : 100,000+
Read books online : 5,000,000+
English to Urdu Dictionary : 500,000+
eBoox: book reader fb2 epub zip : 1,000,000+
English Persian Dictionary : 500,000+
Flybook : 500,000+
All Maths Formulas : 1,000,000+
Ancestry : 5,000,000+
HTC Help : 10,000,000+
English translation from Bengali : 100,000+
Pdf Book Download - Read Pdf Book : 100,000+
Free Book Reader : 100,000+
eBoox new: Reader for fb2 epub zip books : 50,000+
Only 30 days in English, the guideline is guaranteed : 500,000+
Moon+ Reader : 10,000,000+
SH-02J Owner's Manual (Android 8.0) : 50,000+
English-Myanmar Dictionary : 1,000,000+
Golden Dictionary (EN-AR) : 1,000,000+
All Language Translator Free : 1,000,000+
Azpen eReader : 500,000+
URBANO V 02 instruction manual : 100,000+
Bible : 100,000,000+
C Programs and Reference : 50,000+
C Offline Tutorial : 1,000+
C Programs Handbook : 50,000+
Amazon Kindle : 100,000,000+
Aab e Hayat Full Novel : 100,000+
Aldiko Book Reader : 10,000,000+
Google I/O 2018 : 500,000+
R Language Reference Guide : 10,000+
Learn R Programming Full : 5,000+
R Programing Offline Tutorial : 1,000+
Guide for R Programming : 5+
Learn R Programming : 10+
R Quick Reference Big Data : 1,000+
V Made : 100,000+
Wattpad 📖 Free Books : 100,000,000+
Dictionary - WordWeb : 5,000,000+
Guide (for X-MEN) : 100,000+
AC Air condition Troubleshoot,Repair,Maintenance : 5,000+
AE Bulletins : 1,000+
Ae Allah na Dai (Rasa) : 10,000+
50000 Free eBooks & Free AudioBooks : 5,000,000+
Ag PhD Field Guide : 10,000+
Ag PhD Deficiencies : 10,000+
Ag PhD Planting Population Calculator : 1,000+
Ag PhD Soybean Diseases : 1,000+
Fertilizer Removal By Crop : 50,000+
A-J Media Vault : 50+
Al-Quran (Free) : 10,000,000+
Al Quran (Tafsir & by Word) : 500,000+
Al Quran Indonesia : 10,000,000+
Al'Quran Bahasa Indonesia : 10,000,000+
Al Quran Al karim : 1,000,000+
Al-Muhaffiz : 50,000+
Al Quran : EAlim - Translations & MP3 Offline : 5,000,000+
Al-Quran 30 Juz free copies : 500,000+
Koran Read &MP3 30 Juz Offline : 1,000,000+
Hafizi Quran 15 lines per page : 1,000,000+
Quran for Android : 10,000,000+
Surah Al-Waqiah : 100,000+
Hisnul Al Muslim - Hisn Invocations & Adhkaar : 100,000+
Satellite AR : 1,000,000+
Audiobooks from Audible : 100,000,000+
Kinot & Eichah for Tisha B'Av : 10,000+
AW Tozer Devotionals - Daily : 5,000+
Tozer Devotional -Series 1 : 1,000+
The Pursuit of God : 1,000+
AY Sing : 5,000+
Ay Hasnain k Nana Milad Naat : 10,000+
Ay Mohabbat Teri Khatir Novel : 10,000+
Arizona Statutes, ARS (AZ Law) : 1,000+
Oxford A-Z of English Usage : 1,000,000+
BD Fishpedia : 1,000+
BD All Sim Offer : 10,000+
Youboox - Livres, BD et magazines : 500,000+
B&H Kids AR : 10,000+
B y H Niños ES : 5,000+
Dictionary.com: Find Definitions for English Words : 10,000,000+
English Dictionary - Offline : 10,000,000+
Bible KJV : 5,000,000+
Borneo Bible, BM Bible : 10,000+
MOD Black for BM : 100+
BM Box : 1,000+
Anime Mod for BM : 100+
NOOK: Read eBooks & Magazines : 10,000,000+
NOOK Audiobooks : 500,000+
NOOK App for NOOK Devices : 500,000+
Browsery by Barnes & Noble : 5,000+
bp e-store : 1,000+
Brilliant Quotes: Life, Love, Family & Motivation : 1,000,000+
BR Ambedkar Biography & Quotes : 10,000+
BU Alsace : 100+
Catholic La Bu Zo Kam : 500+
Khrifa Hla Bu (Solfa) : 10+
Kristian Hla Bu : 10,000+
SA HLA BU : 1,000+
Learn SAP BW : 500+
Learn SAP BW on HANA : 500+
CA Laws 2018 (California Laws and Codes) : 5,000+
Bootable Methods(USB-CD-DVD) : 10,000+
cloudLibrary : 100,000+
SDA Collegiate Quarterly : 500+
Sabbath School : 100,000+
Cypress College Library : 100+
Stats Royale for Clash Royale : 1,000,000+
GATE 21 years CS Papers(2011-2018 Solved) : 50+
Learn CT Scan Of Head : 5,000+
Easy Cv maker 2018 : 10,000+
How to Write CV : 100,000+
CW Nuclear : 1,000+
CY Spray nozzle : 10+
BibleRead En Cy Zh Yue : 5+
CZ-Help : 5+
Modlitební knížka CZ : 500+
Guide for DB Xenoverse : 10,000+
Guide for DB Xenoverse 2 : 10,000+
Guide for IMS DB : 10+
DC HSEMA : 5,000+
DC Public Library : 1,000+
Painting Lulu DC Super Friends : 1,000+
Dictionary : 10,000,000+
Fix Error Google Playstore : 1,000+
D. H. Lawrence Poems FREE : 1,000+
Bilingual Dictionary Audio App : 5,000+
DM Screen : 10,000+
wikiHow: how to do anything : 1,000,000+
Dr. Doug's Tips : 1,000+
Bible du Semeur-BDS (French) : 50,000+
La citadelle du musulman : 50,000+
DV 2019 Entry Guide : 10,000+
DV 2019 - EDV Photo & Form : 50,000+
DV 2018 Winners Guide : 1,000+
EB Annual Meetings : 1,000+
EC - AP & Telangana : 5,000+
TN Patta Citta & EC : 10,000+
AP Stamps and Registration : 10,000+
CompactiMa EC pH Calibration : 100+
EGW Writings 2 : 100,000+
EGW Writings : 1,000,000+
Bible with EGW Comments : 100,000+
My Little Pony AR Guide : 1,000,000+
SDA Sabbath School Quarterly : 500,000+
Duaa Ek Ibaadat : 5,000+
Spanish English Translator : 10,000,000+
Dictionary - Merriam-Webster : 10,000,000+
JW Library : 10,000,000+
Oxford Dictionary of English : Free : 10,000,000+
English Hindi Dictionary : 10,000,000+
English to Hindi Dictionary : 5,000,000+
EP Research Service : 1,000+
Hymnes et Louanges : 100,000+
EU Charter : 1,000+
EU Data Protection : 1,000+
EU IP Codes : 100+
EW PDF : 5+
BakaReader EX : 100,000+
EZ Quran : 50,000+
FA Part 1 & 2 Past Papers Solved Free – Offline : 5,000+
La Fe de Jesus : 1,000+
La Fe de Jesús : 500+
Le Fe de Jesus : 500+
Florida - Pocket Brainbook : 1,000+
Florida Statutes (FL Code) : 1,000+
English To Shona Dictionary : 10,000+
Greek Bible FP (Audio) : 1,000+
Golden Dictionary (FR-AR) : 500,000+
Fanfic-FR : 5,000+
Bulgarian French Dictionary Fr : 10,000+
Chemin (fr) : 1,000+
The SCP Foundation DB fr nn5n : 1,000+

Most of the apps in this category consist of book readers, dictionaries, holy books and wattpad. Wattpad is like a community that allows anyone to write and people can read from them.
While analyzing the ios apps, we decided to create an app based on a book and have it contain dictionaries which would explain not just a word from the book but also phrases, text and audio recordings of the book and even a community of people discussing the book. It's also applicable in this scenario

In [65]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'EDUCATION':
        print(name, ':', installs)

English Communication - Learn English for Chinese (Learn English for Chinese) : 100,000+
Khan Academy : 5,000,000+
Ai La Trieu Phu - ALTP Free : 100,000+
Learn Spanish - Español : 1,000,000+
Speed Reading : 500,000+
English for beginners : 1,000,000+
Mermaids : 5,000,000+
Learn Japanese, Korean, Chinese Offline & Free : 1,000,000+
Kids Mode : 500,000+
Dinosaurs Coloring Pages : 500,000+
Cars Coloring Pages : 1,000,000+
Math Tricks : 10,000,000+
Learn English Words Free : 5,000,000+
Japanese / English one-shop search dictionary - Free Japanese - English - Japanese dictionary application : 50,000+
English speaking texts : 1,000,000+
Thai Handwriting : 1,000,000+
THAI DICT 2018 : 1,000,000+
Kanji test · Han search Kanji training (free version) : 1,000,000+
Flippy Campus - Buy & sell on campus at a discount : 500,000+
Free intellectual training game application | : 1,000,000+
ABC Preschool Free : 5,000,000+
PINKFONG Baby Shark : 1,000,000+
English words application mikan : 500,000+
Learn English for beginners : 500,000+
Listen and learn English in seven days : 100,000+
Lumosity: #1 Brain Games & Cognitive Training App : 10,000,000+
Learn English from Persian: Persian to English : 100,000+
English with Lingualeo : 5,000,000+
Quizlet: Learn Languages & Vocab with Flashcards : 10,000,000+
Udemy - Online Courses : 1,000,000+
Coursera: Online courses : 5,000,000+
edX - Online Courses by Harvard, MIT & more : 1,000,000+
Elevate - Brain Training Games : 5,000,000+
NeuroNation - Focus and Brain Training : 5,000,000+
Memorado - Brain Games : 1,000,000+
Lynda - Online Training Videos : 1,000,000+
Brilliant : 1,000,000+
CppDroid - C/C++ IDE : 1,000,000+
Quiz&Learn Python : 10,000+
C++ Tutorials : 50,000+
C++ Programming : 1,000,000+
C Programming : 1,000,000+
Udacity - Lifelong Learning : 1,000,000+
Learn C++ : 1,000,000+
Learn programming : 1,000,000+
Learn JavaScript : 1,000,000+
Learn Java : 1,000,000+
Learn HTML : 1,000,000+
Programming Hub, Learn to code : 1,000,000+
Learn SQL : 1,000,000+
Ready4 SAT (Prep4 SAT) : 100,000+
Socratic - Math Answers & Homework Help : 1,000,000+
Ready4 GMAT (Prep4 GMAT) : 100,000+
Pocket GMAT Math : 10,000+
GMAT Question Bank : 10,000+
GRE Tutor : 50,000+
GRE Flashcards : 500,000+
play2prep: ACT, SAT prep : 100,000+
SAT Test : 100,000+
GMAT Math Flashcards : 100,000+
Pocket SAT Math : 10,000+
TOEFL Prep & Practice from Magoosh : 100,000+
GRE Prep & Practice by Magoosh : 100,000+
GRE® Flashcards by Kaplan : 50,000+
SAT Vocabulary : 50,000+
Magoosh GMAT Prep & Practice : 100,000+
SAT Flashcards: Prep & Vocabulary : 100,000+
LinkedIn Learning: Online Courses to Learn Skills : 1,000,000+
Learn English with Phrases : 1,000,000+
Free english course : 5,000,000+
Learn 50 languages : 5,000,000+
Rosetta Stone: Learn to Speak & Read New Languages : 5,000,000+
Babbel – Learn Spanish : 1,000,000+
Mango Languages: Lovable Language Courses : 500,000+
Learn English with Aco : 1,000,000+
Learn to Speak English : 1,000,000+
Learn English with Wlingua : 10,000,000+
My Class Schedule: Timetable : 1,000,000+
Study Checker : 500,000+
My Study Life - School Planner : 1,000,000+
HomeWork : 1,000,000+
Next Gen Science Standards : 50,000+
myHomework Student Planner : 1,000,000+
Teacher's Gradebook - Additio : 100,000+
Common Core : 100,000+
Homework Planner : 100,000+
TeachersPayTeachers : 100,000+
Socrative Teacher : 100,000+
Training schedule - AllUniver : 10,000+
Remind: School Communication : 10,000,000+
Google Classroom : 10,000,000+
ClassDojo : 10,000,000+
Lerni. Learn languages. : 500,000+
Learn languages, grammar & vocabulary with Memrise : 10,000,000+
Innovative: Learn 34 Languages : 500,000+
Chegg Study - Homework Help : 1,000,000+
Canvas Student : 1,000,000+
Timetable : 1,000,000+
EasyBib: Citation Generator : 100,000+
HelloTalk — Chat, Speak & Learn Foreign Languages : 5,000,000+
SoloLearn: Learn to Code for Free : 1,000,000+
Kids Learn Languages by Mondly : 100,000+
Blinkist - Nonfiction Books : 1,000,000+

Most of these apps are used for learning languages or courses. It'll require expertise to build an app like this so it's better we do not.
There are also some kinds of apps like google classroom that provide a latform for teachers to train students online. Google is a huge company and a huge comepetition, hence, it's a no.
Some apps also provide timetables for students to use to plan their time but these apps are too much so it's better we do not build an app from this category

In [66]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'SPORTS':
        print(name, ':', installs)

Free Sports TV : 100,000+
LiveScore: Live Sport Updates : 10,000,000+
Onefootball - Soccer Scores : 10,000,000+
Cristiano Ronaldo Wallpaper : 500,000+
Futbol24 : 1,000,000+
kicker football news : 5,000,000+
Football Live Scores : 5,000,000+
Pro 2018 - Series A and B : 5,000,000+
BeSoccer - Soccer Live Score : 10,000,000+
Sport.pl LIVE : 1,000,000+
The Team - Live Sport: football, tennis, rugby .. : 5,000,000+
MARCA - Sports Leader Diary : 5,000,000+
Sahadan Live Scores : 5,000,000+
Foot Mercato: transfers, results, news, live : 1,000,000+
All Football - Latest News & Videos : 10,000,000+
Eurosport : 10,000,000+
beIN SPORTS TR : 10,000,000+
All Football GO- Live Score, Games : 100,000+
Top Mercato: football news : 1,000,000+
GollerCepte Live Score : 1,000,000+
Championat : 1,000,000+
Hovercraft Racer : 100,000+
World Cup 2018 : 500,000+
GollerCepte 1903 : 500,000+
League18 : 500,000+
Speed Boat Racing : 1,000,000+
La Liga - Spanish Soccer League Official : 10,000,000+
Lionel Messi Wallpapers : 100,000+
Goal Live Scores : 5,000,000+
NUsport : 100,000+
U + professional baseball : 500,000+
Mackolik Live Results : 10,000,000+
Mercato foot by Maxifoot : 100,000+
MUTV - Manchester United TV : 500,000+
Hole19: Golf GPS App, Rangefinder & Scorecard : 100,000+
WatchESPN : 10,000,000+
CBS Sports Fantasy : 1,000,000+
NBC Sports : 5,000,000+
NBC Sports Gold : 100,000+
UFC : 1,000,000+
Telemundo Deportes - Live : 1,000,000+
SwingAid - Level up Golf : 100,000+
Golf Channel : 1,000,000+
The Rules of Golf : 100,000+
GolfNow: Tee Time Deals at Golf Courses, Golf GPS : 1,000,000+
Golf GPS by SwingxSwing : 1,000,000+
Zepp Golf Swing Analyzer : 100,000+
Live Golf Scores - US & European Golf : 50,000+
Golfshot: Golf GPS + Tee Times : 500,000+
PGA TOUR LIVE : 100,000+
Golf GPS Rangefinder: Golf Pad : 1,000,000+
Mobitee GPS Golf Free : 100,000+
GolfLogix GPS + Putt Breaks : 1,000,000+
PGA TOUR : 1,000,000+
FanDuel: Daily Fantasy Sports : 1,000,000+
DraftKings - Daily Fantasy Sports : 1,000,000+
Fantasy Football Manager (FPL) : 1,000,000+
Fantasy Football : 1,000,000+
ESPN : 10,000,000+
US Open Tennis Championships 2018 : 1,000,000+
Bleacher Report: sports news, scores, & highlights : 5,000,000+
Live Tennis Rankings / LTR : 10,000+
Tennis Livescore Widget : 50,000+
Tennis Temple - Live Scores : 100,000+
The Championships, Wimbledon 2018 : 1,000,000+
theScore: Live Sports Scores, News, Stats & Videos : 10,000,000+
Tennis 24 - tennis live scores : 100,000+
Yahoo Sports - scores, stats, news, & highlights : 1,000,000+
Tennis News and Scores : 10,000+
MLB At Bat : 5,000,000+
MSN Sports - Scores & Schedule : 500,000+
FOX Sports: Live Streaming, Scores & News : 5,000,000+
FotMob - Live Soccer Scores : 10,000,000+
Sports Alerts - NFL edition : 100,000+
NCAA March Madness Live : 5,000,000+
NFL : 50,000,000+
SportsManias Fantasy Team News : 500,000+
Thuuz Sports : 500,000+
NCAA Sports : 500,000+
850 Sports News Digest : 10,000+
FIFA - Tournaments, Soccer News & Live Scores : 10,000,000+
365Scores - Live Scores : 10,000,000+
Cricbuzz - Live Cricket Scores & News : 50,000,000+
Fantasy Football & NFL News : 100,000+
NBA : 10,000,000+
BBC Sport : 1,000,000+
NHL : 5,000,000+
NASCAR MOBILE : 1,000,000+
MLB Ballpark : 1,000,000+
Univision Deportes: Liga MX, MLS, Fútbol Live : 5,000,000+
Real Basketball : 10,000,000+
Basketball Stars : 10,000,000+
Be A Legend: Soccer : 1,000,000+
3D Bowling : 100,000,000+
theScore esports : 500,000+
Wrestling Revolution 3D : 50,000,000+
I'm Ping Pong King :) : 1,000,000+
The J-Notes: Jazz News : 1,000+
AE Basketball : 1,000,000+
AE Archer : 500,000+
AE Air Hockey : 50,000+
Apps for SportsBєtting.ag - Bitcoin Welcome here! : 1,000+
Ah! Bird : 100,000+
Alabama Gameday Live : 1,000+
AL.com: Alabama Football News : 10,000+
League of Gamers - Be an E-Sports Legend! : 5,000,000+
PES 2018 PRO EVOLUTION SOCCER : 10,000,000+
Tennis Champion 3D - Online Sports Game : 5,000,000+
SofaScore Live Score : 10,000,000+
Ultimate Tennis : 10,000,000+
Soccer Star 2018 Top Leagues · MLS Soccer Games : 10,000,000+
Range Master: Sniper Academy : 10,000,000+
FC Barcelona Official App : 5,000,000+
3D Tennis : 50,000,000+
WGT Golf Game by Topgolf : 10,000,000+
AQ Coach : 5+
AS - News and sports results. : 1,000,000+
MARCA - Diario Líder Deportivo : 5,000,000+
AS Guía de las Ligas 2017-2018 : 100,000+
Rugby AU : 1,000+
Top #5 Bσσkie in AU : 100+
Predator Calls for Hunting AU : 10,000+
Ax 3 Domaines : 1,000+
PBA® Bowling Challenge : 10,000,000+
BC Hockey : 1,000+
BD CRICKET LIVE : 100,000+
BANGLA TV 3G/4G : 100,000+
Be the Manager 2018 - Football Strategy : 100,000+
Top Eleven 2018 - Be a Soccer Manager : 50,000,000+
Be the Manager 2016 (football) : 100,000+
BG Score : 10,000+
BG Torneos : 100+
BG Cricket : 500+
BH Bikes Premium : 1,000+
BH Bikes GPS Locator : 10+
Pool Billiards Classic - bi a : 1,000,000+
BJJ Roadmap by Stephan Kesting : 10,000+
B.M.Snowboard Free : 1,000,000+
Basket Manager 2018 Free : 50,000+
Basket Manager 2017 Free : 100,000+
Basket Manager 2016 Free : 100,000+
BM Tahmin: Ücretsiz İddaa Tahminleri : 500+
Bet Master Pro Soccer Predictions : 10,000+
[BN] Blitz : 100+
BQ Llicència : 5,000+
Bleacher Report Live : 50,000+
BU Bison Nation : 100+
BV Bombers : 100+
BV Frankfurt inside : 50+
BW Fuhlenbrock : 100+
Fists For Fighting (Fx3) : 10,000,000+
Cádiz CB Gades : 10+
CD JUANITO : 500+
CD Padel Mora : 50+
Ultra CE calculator : 1,000+
Cacique CF : 100+
Cluster CF : 100+
Imperium CF : 500+
Azulones Getafe CF Fans : 100+
CG Smart : 100+
Betting Tips / Sports Tips by CG Tipster : 10,000+
Cl-app! : 10,000+
Sporting CP Keyboard Theme : 5,000+
CricQuick : 50+
CX_WiFiUFO : 100,000+
TeeTime.cz : 10,000+
Da Fit : 10,000+
Soccer FC : 1,000,000+
DF Coaching : 100+
Guia Bike DF : 100+
Bike Unchained : 5,000,000+
Bike 3D Configurator : 1,000,000+
FIFA Soccer : 100,000,000+
DK Live - Sports Play by Play : 100,000+
DK Pittsburgh Sports : 10,000+
LineStar For DK : 50,000+
DL Calculator : 10,000+
DM Tuning : 5,000+
Dude Perfect : 10,000+
Monster Fishing 2018 : 1,000,000+
Draft Simulator for FUT 18 : 5,000,000+
Soccer Manager 2018 : 1,000,000+
Online Soccer Manager (OSM) : 10,000,000+
DT Simple Interval Timer : 1,000+
PES CLUB MANAGER : 10,000,000+
"i DT" Fútbol. Todos Somos Técnicos. : 500+
MasterDT : 100+
Top Soccer Manager : 10,000,000+
Soccer Board Tactics : 100,000+
Portes du Soleil : 50,000+
WiFi Action Camera : 100,000+
PORTABLE SOCCER DX Lite : 1,000,000+
EA SPORTS UFC® : 50,000,000+
NBA LIVE Mobile Basketball : 50,000,000+
EA SPORTS™ FIFA 18 Companion : 10,000,000+
FIFA 16 Soccer : 10,000,000+
MLB Perfect Inning 2018 : 1,000,000+
Real Football : 10,000,000+
EB-TV : 1,000+
Paraglider Dashboard : 50,000+
EC-HRV test : 1,000+
EC SPORTS : 10+
EC Games Datecs : 10,000+
E.F.JUVENTUD MADRID : 100+
Fit the Fat 2 : 5,000,000+
Esporte Interativo - Notícias e Resultados Ao Vivo : 500,000+
Esporte Interativo Plus : 1,000,000+
EJ Elite Prospects League : 1,000+
Booking Revolution : 5,000,000+
Real Madrid App : 5,000,000+
CBS Sports App - Scores, News, Stats & Watch Live : 5,000,000+
Yahoo Fantasy Sports - #1 Rated Fantasy App : 5,000,000+
Yoong: Kick 'Em Up! : 100,000+
Telemundo Deportes - En Vivo : 1,000,000+
Univision Deportes: Liga MX, MLS, Fútbol En Vivo : 5,000,000+
SK Bosnia Online EU Teplice : 5+
EY Football : 10+
Beach Volleyball 3D : 5,000,000+
FA Player Essentials : 100+
Hertfordshire FA : 500+
Premier League - Official App : 5,000,000+
ESPN Fantasy Sports : 5,000,000+
Soccer 2018 : 10,000,000+
Barca News - app for Barcelona FC Fans : 10,000+
FC Barcelona Fantasy Manager: Real football mobile : 1,000,000+
FC Barcelona Official Keyboard : 500,000+
Barcelona Live 2018—Goals & News for Barca FC Fans : 10,000+
Barcelona News - Sportfusion : 10,000+
Barcelona Calendar : 10,000+
Barca News - FC Barcelona, World Foot & Transfers : 10,000+
FC Bayern Munich : 1,000,000+
FC BARCELONA EVENTS : 100+
Barcelona Live - Goal Score & News for Barca Fans : 10,000+
Seattle Sounders FC : 10,000+
1. FC Köln App : 100,000+
FC Porto : 100,000+
Fulham FC : 10,000+
Burnley FC : 5,000+
Atlanta United FC : 10,000+
Sydney FC Official App : 5,000+
Birmingham City FC : 10,000+
My AEK - Official ΑΕΚ FC app : 50,000+
Toronto FC : 10,000+
Middlesbrough FC Official : 10,000+
The 5th Stand : 100,000+
FC Red Bull Salzburg App : 50,000+
FC Zenit official Android app : 100,000+
Fan App for Portsmouth FC : 1,000+
Mobile FC : 100,000+
Fan App for Reading FC : 500+
Deportivo Toluca FC : 50,000+
Underdog FC : 10,000+
Las Vegas Lights FC : 500+
APOEL FC : 10,000+
Formula DRIFT : 10,000+
Sports Lite : 1,000+
LineStar for FanDuel : 50,000+
Santa Fe App : 5,000+
Leghe Fantagazzetta : 1,000,000+
Field Goal Tournament : 100,000+
Strike! Ten Pin Bowling : 5,000,000+
FK Sūduva Marijampolė : 10+
FK Željezničar : 10,000+
FK Oleksandria : 10+
FK Sileks : 1+
Qarabağ FK : 100+
FK Sloboda Tuzla : 10+
FK Jelgava : 5+
FK Vojvodina : 50+
FK Liepaja : 100+
FK Teplice : 50+
FK Sarajevo : 100+
FK Vardar : 10+
FK Bregalnica Štip : 1+
FK Mladost Lucani : 5+
FK Radnicki Nis : 50+
FK Dukla Prague : 10+
FK Rad : 10+
FK Jablonec : 50+
FK Senica : 10+
FK Vozdovac : 10+
FK Mladá Boleslav : 10+
FK Macva Sabac : 10+
FK Crvena zvezda : 10,000+
FK Jonava : 5+
FK Čukarički : 10+
Austria Wien FK - Fussball - Inoffizielle App : 100+
FK Železiarne Podbrezová : 5+
FK Viktoria Žižkov : 10+
FK Zemun : 10+
FK Atlantas : 5+
FK Spartak Subotica : 10+
FK Dedinje BGD : 100+
FK Fotbal Třinec : 10+
FK Utenis Utena : 5+
Crazy Freekick : 5,000,000+
FL Racing Manager 2018 Lite : 100,000+
Florida State Gameday : 50,000+
Hunting Safari 3D : 5,000,000+
Mobile Kick : 10,000,000+
FQ - Football Quiz : 1+

There are too many sports apps for us to create one

In [67]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'PARENTING':
        print(name, ':', installs)

Baby Names : 10,000+
My baby Piano : 5,000,000+
Zoo For Preschool Kids 3-9 Years : 10,000+
My baby Game (Balloon POP!) : 1,000,000+
Arabic Alphabets : 10,000+
Learn the letters and words : 10,000+
Development of the child up to a year : 100,000+
Favorite children's songs : 10,000+
Ali Baba's Farm Tutorial Kids Games : 5,000+
Baby Panda Learns Shapes : 1,000,000+
Learning English for children : 50,000+
Mozart Baby Sleep : 50,000+
Kids Videos : 100,000+
My baby firework : 1,000,000+
We learn children's verses in kindergarten : 100,000+
Baby Food - Homemade Recipes : 10,000+
My baby Phone : 1,000,000+
Baby Sleep: White noise lullabies for newborns : 1,000,000+
Arabic Chat - Chat : 10,000+
BookBaby - Baby Development : 50,000+
Kids Craft Ideas : 10,000+
Child Growth Tracking : 50,000+
Family Album Mitene: Private Photo & Video Sharing : 1,000,000+
Family GPS Tracker and Chat + Baby Monitor Online : 500,000+
Educational Children's Songs : 100,000+
How do I take care of my child? : 100,000+
Baby Name Together : 100,000+
White Noise for Baby : 100,000+
Favorite Soviet cartoons : 10,000+
The first year of a baby's life : 100,000+
Safe365 – Cell Phone GPS Locator For Your Family : 1,000,000+
Listen to the story~The Story of the Fairy Tales : 5,000+
Amazon FreeTime – Kids’ Videos, Books, & TV shows : 500,000+
Kids Fang - Infant Videos, Children's Songs, Fairy Tales, Lullaby Collections : 100,000+
PPS Online : 10,000+
Johny Johny Yes Papa Nursery Rhyme - offline Video : 500,000+
Latest Emmanuella Comedy Video : 10,000+
Baby Care & Tracker : 100,000+
Urban Limo Taxi Simulator : 1,000,000+
Rainbow - Journal & Activities : 100,000+
Classical music for baby : 100,000+
How do I care about my child? : 10,000+
My Child from eDziecko.pl : 100,000+
Baby Panda Musical Genius : 1,000,000+
Baby Monitor : 1,000,000+
Daniel Tiger for Parents : 100,000+
Voice Tables - no internet : 100,000+
Vegetable Fun : 1,000,000+
It's open. : 100,000+
Children's Stories 2018 - The Lion Come Lion : 10,000+
Feed Baby - Baby Tracker : 1,000,000+
T-Mobile® FamilyMode™ : 10,000+
Ba ba black sheep offline Video : 10,000+
Dormi - Baby Monitor : 1,000,000+
Pregnancy Tracker & Countdown to Baby Due Date : 10,000,000+
AppClose - The #1 FREE Co-Parenting App : 10,000+
DF Glue Board : 10+
StudyLock - Education First : 1,000+

Here, there are trackers for pregnancy and baby growth, white noise as lullaby, used to teach the baby and also an app that takes care of virtual babies. This category isn't for everyone so we wouldn't choose this category

In [68]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'LIFESTYLE':
        print(name, ':', installs)

Dollhouse Decorating Games : 5,000,000+
metroZONE : 10,000,000+
Easy Hair Style Design : 100,000+
Talking Babsy Baby: Baby Games : 10,000,000+
Black Wallpaper, AMOLED, Dark Background: Darkify : 5,000,000+
Girly Wallpapers Backgrounds : 1,000,000+
Chart - Myanmar Keyboard : 5,000,000+
Easy Makeup Tutorials : 1,000,000+
Horoscopes – Daily Zodiac Horoscope and Astrology : 10,000,000+
Entel : 1,000,000+
ZenUI Safeguard : 1,000,000+
Live 4D Results ! (MY & SG) : 5,000,000+
Diary with lock : 10,000,000+
FOSSIL Q: DESIGN YOUR DIAL : 500,000+
Telstra : 5,000,000+
Family Locator - GPS Tracker : 10,000,000+
Van Nien 2018 - Lich Van su & Lich Am : 1,000,000+
Safeway : 1,000,000+
HTC Speak : 10,000,000+
Kawaii Easy Drawing : How to draw Step by Step : 5,000,000+
Tattoodo - Find your next tattoo : 1,000,000+
H&M : 10,000,000+
Samsung+ : 50,000,000+
Anime Avatar Creator: Make Your Own Avatar : 1,000,000+
Beautiful Design Birthday Cake : 500,000+
Pronunciation and know the name of the caller from his number : 500,000+
Super Slime Simulator - Satisfying Slime App : 1,000,000+
Caf - My Account : 5,000,000+
H Pack : 1,000,000+
Family convenience store FamilyMart : 1,000,000+
w UN map : 1,000,000+
Official Matsumoto Kiyoshi application : 1,000,000+
Galaxy Gift : 10,000,000+
PASS by KT (formerly KT certified) : 1,000,000+
Safety stepping stone : 1,000,000+
Rate Guide Bill Letter : 10,000,000+
US Mission - buy gourmet movie KTV : 500,000+
OK cashbag [point of pleasure] : 10,000,000+
MK eCatalog : 1,000,000+
Vaniday - Beauty Booking App : 100,000+
Fashion in Vogue : 100,000+
Mirror : 10,000,000+
StyleSeat : 500,000+
Wedding Countdown Widget : 1,000,000+
My Day - Countdown Calendar 🗓️ : 1,000,000+
justWink Greeting Cards : 1,000,000+
Wedding LookBook by The Knot : 100,000+
Big Days - Events Countdown : 1,000,000+
Wedding Planner by WeddingWire - Venues, Checklist : 1,000,000+
Been Together (Ad) - D-day : 10,000,000+
WedMeGood - Wedding Planner : 100,000+
DIY Garden Ideas : 500,000+
Brit + Co : 10,000+
Creative Ideas - DIY & Craft : 100,000+
Homestyler Interior Design & Decorating Ideas : 5,000,000+
JOANN - Crafts & Coupons : 1,000,000+
Wheretoget: Shop in style : 500,000+
My Dressing - Fashion closet : 500,000+
Chictopia : 10,000+
Scarf Fashion Designer : 1,000,000+
Zara : 10,000,000+
Real Estate by Movoto : 100,000+
Etta Homes : 50,000+
Houlihan Lawrence : 5,000+
Home Scouting® MLS Mobile : 100,000+
Housing-Real Estate & Property : 1,000,000+
ZipRealty Real Estate & Homes : 100,000+
Sotheby's International Realty : 50,000+
Zoopla Property Search UK - Home to buy & rent : 1,000,000+
Neighborhoods & Apartments : 100,000+
Keller Williams Real Estate : 1,000,000+
Relax Rain ~ Rain Sounds : 5,000,000+
Relax Ocean ~ Nature Sounds : 500,000+
Bed Time Fan - White Noise Sleep Sounds : 500,000+
Nature Sounds : 1,000,000+
SleepyTime: Bedtime Calculator : 500,000+
White Noise Baby : 1,000,000+
White Noise ~ Sleeping Sounds : 100,000+
Journey - Diary, Journal : 1,000,000+
7 Day Food Journal Challenge : 100,000+
B-Dubs® : 500,000+
C by GE : 10,000+
CPlus for Craigslist - Officially Licensed : 1,000,000+
Community by C Space : 5,000+
Moto LED for Moto X & E [Root] : 500,000+
f'east : 5,000+
G-SHOCK+ : 100,000+
G-SHOCK Connected : 50,000+
G-Homa : 50,000+
Niche: College, K-12, and Neighborhood Search : 5,000+
Cook'n Recipe App : 10,000+
Eat'n Park : 50,000+
Band O'Clock : 100,000+
Fossil Q : 500,000+
Fossil Q Legacy : 50,000+
Type S LED : 100,000+
Tinder : 100,000,000+
AT&T Digital Life : 1,000,000+
AT&T Smart Limits℠ : 10,000,000+
T-Mobile Tuesdays : 5,000,000+
T-shirt design - Snaptee : 1,000,000+
Kicker U Lite : 50,000+
Be U Salons Hair-Beauty Deals In Delhi & Bangalore : 100,000+
WowBox : 5,000,000+
PLAYBULB X : 100,000+
Z App : 50,000+
Best Blood Type AB: Food Diet & Personality : 1,000+
Kenmore Smart AC : 5,000+
LG AC Smart Diagnosis : 100,000+
All Type Ac Repair & Services : 10,000+
Digital Clock : Simple, Tiny, Ad-free Desk Clock. : 50,000+
Tafsiir Quraan MP3 Af Soomaali Quraanka Kariimka : 1,000+
What's Up : 1,000,000+
Elim AG : 100+
Lakeside AG Moultrie : 50+
DREAM-e: Dream Analysis A.I. : 10,000+
AJ Men's Grooming : 100+
AJ and Alyssa : 100+
A.J. Green Wallpapers 4 Fans : 5+
Book of AK-47 : 500+
Al-Moazin Lite (Prayer Times) : 10,000,000+
12 Step Meditations & Sober Prayers AA NA AL-ANON : 50,000+
Taha Al Junaid Quran Mp3 : 50,000+
Muslim Pro - Prayer Times, Azan, Quran & Qibla : 10,000,000+
Trell: An app for Explorers | Best Wanderlust App : 100,000+
Diary with lock password : 5,000,000+
The PCH App : 1,000,000+
Access Point Finder : 10,000+
SleepCloud Backup for Sleep as Android : 100,000+
Sleep as Android: Sleep cycle tracker, smart alarm : 10,000,000+
CAPTCHA Pack for Sleep as Android : 50,000+
Sleep as Microsoft Band Add-On : 1,000+
Timely Alarm Clock : 10,000,000+
Alarm Clock Plus★ : 5,000,000+
Au Pair Legend : 1,000+
view.com.au - Buy, Rent or Research Real Estate : 50,000+
Neuvaine au Saint-Esprit : 10,000+
Neuvaines et prières au Coeur Sacré de Jésus : 5,000+
Au Rubis les bijoutiers : 100+
AV MAX : 1,000+
MyAV Remote for Denon & Marantz AV Receivers : 50,000+
Kinot Tisha'a Be'av - Ashkenaz : 5,000+
Armani Exchange Connected : 10,000+
AX!OM : 50+
AX Selfie : 500+
Ay Telekom Oim : 100+
Holy Quran Mehmet Emin Ay : 10,000+
Lunar Calendar Lite : 100,000+
Long Realty AZ Home Search : 10,000+
Graffiti Letters (A-Z) : 50,000+
Barista Coffee Dictionary A-Z : 10,000+
Ba Zi Fortune : 100,000+
BC Liquor Stores : 50,000+
BC's Pizza : 1,000+
BC Mobile Intro - Americas : 50+
BC Pizza : 500+
bd's Mongolian Grill : 10,000+
Helping BD : 100+
Be My Eyes - Helping the blind : 500,000+
CE BF : 50+
Freedom Christian BF : 10+
Cute Questions BF : 1,000+
BG BRIDAL GALLERY : 1,000+
Photo Background Changer 2018 - Blur Background : 5,000,000+
Barbers.BH : 10+
Lexus Tech BH Service Pro : 10+
B'H BURGER HEIM : 10+
BI-LO : 10,000+
BI-LO Rx : 10,000+
happn – Local dating app : 10,000,000+
BMH-BJ Congregation : 10+
BURGER KING® App : 5,000,000+
BURGER KING® MOBILE APP : 5,000,000+
Free Coupons for Burger King : 5,000+
BK Murli Offline April 2017 : 5,000+
Read it easy for BK : 50+
Dr Bk Sachin bhai : 1,000+
BK Suraj bhai : 1,000+
BK Shivani Videos : 1,000+
Official Madhuban Murli : 10,000+
Bk Usha behn : 1,000+
Burger King Italia : 500,000+
bm offers : 50,000+
BN PERKS™ : 100+
Bangla Calendar 1425: (EN-BN-AR) Holiday : 1,000+
Bee.Bo : 1,000+
BP and Sugar Test Prank : 1,000,000+
BP Log lite : 100+
bp Magazine for Bipolar : 1,000+
Bar BQ Tonight Dublin : 50+
Pick-a-Paint : 50,000+
BR : 100,000+
BT Church : 1,000+
MagicLight BT : 10,000+
sustainability@BU : 1,000+
On a Bu Pour Vous OBPV : 10+
Büfe BU : 100+
van Gennip Textiles BV : 100+
StartPage Private Search : 100,000+
Philips Hue : 1,000,000+
BW App : 5,000+
Bell and Wyson Camera BW Pix + : 1,000+
One Today by Google : 100,000+
CA Speakers Free : 5,000+
CB Underground : 500+
Design innovation CD Cassette : 500+
DIY Crafts Cds : 50,000+
CD Live - Club del Deportista : 500+
Creative CD Letter Holder : 10+
Best Design CD Ideas : 10+
DIY cd rom ideas : 500+
DIY Recycled CD Wall Art : 1,000+
DIY CD Craft Ideas : 1,000+
Music Collector Inventory Organizer UPC Discogs : 10,000+
CE KISIO : 100+
CE AR LOG : 1+
CE Airbus : 100+
CF SHOP! : 10,000+
CF Appreciation : 1,000+
Unity CF : 100+
Overcomers CF - GA : 100+
Team CF : 100+
CF Calculator : 1,000+
CF Climb : 100+
Villarreal CF Wallpapers 4 Fans : 50+
Valencia CF Wallpapers 4 Fans : 100+
Málaga CF Wallpapers 4 Fans : 10+
Calvary.ch App : 500+
autoricardo.ch – vehicles : 100,000+
Legit Check App by Ch Daniel : 1,000+
usgang.ch : 100,000+
CI Staff App : 10+
Company Kitchen : 10,000+
Ck Coif : 10+
DAILY: Free Classifieds App for Android : 500,000+
App for Craigslist Pro - Buy & Sell Postings : 100,000+
CL Pebble Apps : 5,000+
E2CR CL : 10+
Color CL : 100+
Co-op CRS : 100,000+
VCalendar - VenkatRama and Co : 10,000+
Aquarium Co-Op Podcast : 1,000+
Co-Dependents Anonymous : 500+
Holl & Co Barbers : 500+
CP Clicker : 10,000+
CP HAPPS - Pittsburgh Events : 5,000+
CP Surprise : 100,000+
CP Parquet : 100+
theCut : 50,000+
C.S. Lewis Daily Quotes : 10,000+
The Church at CW : 100+
CX-95WIFI : 500+
Theme for Tecno Camon CX / C8 : 10,000+
Oración CX : 5,000+
CX-41 : 100+
Recycling Cy : 1,000+
Cy-Fair Christian Church : 100+
CZ-USA : 1,000+
KFC CZ : 100,000+
Breweries (CZ/SK) : 50,000+
Vira.cz Widget : 1,000+
DB HOME : 100+
The Divine Feminine App: the DF App : 1,000+
MexiRoomies - roomies, mexico, df, apt, house room : 500+
Aproveita DF : 1+
DG Hair : 10+
Daily Horoscope : 10,000,000+
D-H Pharmacy : 1,000+
DH Mariage : 50+
S-Home DK : 1,000+
Salah Widget (DK+Malmo) : 10,000+
DK Childcare Centers : 500+
Dr. D.K. Olukoya Sermons : 100+
Dr D K Olukoya : 1+
DK Hair Design : 10+
Notes : Colorful Notepad Note,To Do,Reminder,Memo : 1,000,000+
DP and Status Images | All Latest Status 2018 : 10,000+
100000+ Messages - DP, Status, Jokes & GIF 2018 : 10,000+
Taco Bell : 1,000,000+
Culver's : 100,000+
DT : 100+
du app : 1,000,000+
Sports DV : 10,000+
DV Youth : 100+
White Classic Petite Watch Theme for DW : 500+
DX Alerts : 1,000+
My Dy Dice - 3D Dice Roller : 100+
dy n fly : 50+
EB Experience : 1+
TN Electricity (TNEB) : 10,000+
EC Security : 1,000+
ec.tv : 50+
Arrayanes EC : 100+
EG India : 100+
Propertyfinder : 100,000+
EH! : 1,000+
EJ Ecuador : 100+
Nights Keeper (do not disturb) : 500,000+
EK Platinum : 10,000+
Ek Onkar Mantras : 5,000+
Voice Lock Screen : 1,000,000+
The Holy Rosary : 1,000,000+
EO Bijbel Open : 10,000+
EO LAC : 10+
EP Church Annapolis : 100+
EP Horlogerie : 1,000+
EP Joaillerie : 5,000+
ER : 500+
EU Exit poll : 100+
GastroHunter.EU : 10+
MOTOBAZAR EU : 100+
NissanConnect® EV & Services : 50,000+
Emerge EV App (eBike App) : 1,000+
EV Real Estate Search : 5,000+
Ev Dizayn : 5,000+
myChevrolet : 1,000,000+
EvAk Smart Home : 500+
Ex Quotes : 50,000+
How To Get Your Ex Back Fast : 5,000+
EY Staff ENTERTAINER : 10,000+
My EZ-Link Mobile : 100,000+
Comunidad De Fe Minitries : 500+
Ríos de Fe : 1,000+
Candy simply-Fi : 100,000+
Tassa.fi Finland : 50,000+
Lennox iComfort Wi-Fi : 50,000+
Fish|Hunt FL : 100,000+
Discovery Church Florida : 1,000+
South Florida AA Meetings : 1,000+
Trinity Church Deltona, FL : 500+
Beacon Baptist Jupiter, FL : 100+
Alachua County Sheriff FL : 100+
Jax Sheriff (FL) : 5,000+
My MLS App : 100,000+
LifePoint Church - FL : 50+
Gainesville Florida Police Department : 500+
South Florida MLS : 10,000+
F N Bail Bonds : 500+
Sona - Nær við allastaðni : 1,000+
GKPB FP Online Church : 1,000+
FQ Magazine : 100+
FQ India : 10+
Fuel Rewards® program : 1,000,000+
Scoreboard FR : 100+
lesparticuliers.fr : 50,000+
iHoroscope - 2018 Daily Horoscope & Astrology : 10,000,000+

There're too many apps under this category

In [69]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'HOUSE_AND_HOME':
        print(name, ':', installs)

Zillow: Find Houses for Sale & Apartments for Rent : 10,000,000+
Viva Decora - Decoration, Photos, Architecture, House : 100,000+
Realtor.com Real Estate: Homes for Sale and Rent : 10,000,000+
Real Estate sale & rent Trovit : 5,000,000+
591 housing transactions - renting houses, middle-class houses, new cases, real-time registration, villas through the sky, apartment suites, MRT, buying a house selling prices, housing mortgages : 1,000,000+
Homes.com 🏠 For Sale, Rent : 1,000,000+
CYANOGEN. Rent, buy an apartment, a room, a cottage 3+ : 1,000,000+
Trulia Real Estate & Rentals : 10,000,000+
Latest 2018 Home Designs : 10,000+
Good room network fast rent : 500,000+
Yongqing fast search : 100,000+
LIFULL HOME'S : 1,000,000+
Apartment List: Housing, Apt, and Property Rentals : 1,000,000+
Gold Butterfly Keyboard Theme : 1,000,000+
Apartment, Home Rental Search: Realtor.com Rentals : 1,000,000+
Living Smart Home : 1,000,000+
591 Housing Trading - Hong Kong : 100,000+
Redfin Real Estate : 1,000,000+
Domofond Real Estate. Buy, rent an apartment. : 1,000,000+
Yes319 real price login query : 5,000+
DaBang - Rental Homes in Korea : 5,000,000+
DIY On A Budget : 10,000+
Free Foreclosure Real Estate Search by USHUD.com : 100,000+
Mortgage by Zillow: Calculator & Rates : 500,000+
Room planner: Interior & Floorplan Design for IKEA : 100,000+
Rent.com Apartment Homes : 1,000,000+
Good house to buy a house : 100,000+
LH Housing Promotion Notice : 100,000+
Apartments.com Rental Search : 1,000,000+
Hemnet : 500,000+
At home - rental · real estate · room finding application such as apartment · apartment : 500,000+
Alfred Home Security Camera : 5,000,000+
House app: beautiful everyday ~ : 500,000+
Home tips and advice : 5,000+
N1.RU - Real estate: apartments, new buildings, lodging : 100,000+
Home Decor Showpiece Art making: Medium Difficulty : 50,000+
乐屋网: Buying a house, selling a house, renting a house : 100,000+
Real estate court auction information site - Hyundai court auction : 10,000+
iProperty Malaysia : 100,000+
ColorSnap® Visualizer : 1,000,000+
Apartment Decorating Ideas : 100,000+
Bedroom Decorating Ideas : 500,000+
Room Painting Ideas : 1,000,000+
Kitchen Island Ideas : 50,000+
Living Room Decorating Ideas : 1,000,000+
Bathroom Decorating Ideas : 500,000+
Wall Decorating Ideas : 1,000,000+
Zumper - Apartment Rental Finder : 1,000,000+
RadPad: Apartment Finder App : 500,000+
Homesnap Real Estate & Rentals : 500,000+
Apartments & Rentals - Zillow : 1,000,000+
Trulia Rent Apartments & Homes : 5,000,000+
Houzz Interior Design Ideas : 10,000,000+
Trulia Mortgage Calculators : 50,000+
G-REMOTE : 1,000+
tinyCam Monitor FREE : 10,000,000+
AC Mobile Control : 100,000+
AJ Concept Group App : 10+
Build.com - Shop Home Improvement & Expert Advice : 50,000+
realestate.com.au - Buy, Rent & Sell Property : 1,000,000+
allhomes.com.au : 100,000+
gardening ideas flower diy : 100+
Minwa HA ( C.B ) : 50+
homegate.ch : 100,000+
Security Camera CZ : 10,000+
reality.cz : 50,000+
Porch DV : 1,000+
EC-Contractors : 1+
Mas Akıllı Ev : 100+
Home Security Camera WardenCam - reuse old phones : 1,000,000+
Room Creator Interior Design : 1,000,000+
EyPools : 100+
Santa Fe Sentry : 100+

We can't choose from this category because most of the apps in this category are only for a specific geography.

In [70]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'FAMILY':
        print(name, ':', installs)

Jewels Crush- Match 3 Puzzle : 1,000,000+
Coloring & Learn : 5,000,000+
Mahjong : 5,000,000+
Super ABC! Learning games for kids! Preschool apps : 1,000,000+
Toy Pop Cubes : 1,000,000+
Educational Games 4 Kids : 5,000,000+
Candy Pop Story : 1,000,000+
Princess Coloring Book : 5,000,000+
Hello Kitty Nail Salon : 50,000,000+
Candy Smash : 1,000,000+
Happy Fruits Bomb - Cube Blast : 500,000+
Princess Adventures Puzzles : 500,000+
Kids Educational Game 3 Free : 5,000,000+
Puzzle Kids - Animals Shapes and Jigsaw Puzzles : 1,000,000+
Coloring book moana : 500,000+
Baby Panda Care : 10,000,000+
Kids Educational :All in One : 500,000+
Number Counting games for toddler preschool kids : 1,000,000+
Learn To Draw Glow Flower : 1,000,000+
No. Color - Color by Number, Number Coloring : 10,000,000+
Draw.ly - Color by Number Pixel Art Coloring : 1,000,000+
Baby puzzles : 5,000,000+
Garden Fruit Legend : 500,000+
Barbie™ Fashion Closet : 10,000,000+
Candy Day : 1,000,000+
Learn To Draw Glow Princess : 1,000,000+
ABC Kids - Tracing & Phonics : 10,000,000+
Barbie Magical Fashion : 10,000,000+
Minion Rush: Despicable Me Official Game : 100,000,000+
Piano Kids - Music & Songs : 10,000,000+
Educational Games for Kids : 1,000,000+
No.Draw - Colors by Number 2018 : 10,000,000+
Fruit Boom : 1,000,000+
Baby Tiger Care - My Cute Virtual Pet Friend : 100,000+
Rhythm Patrol : 100,000+
Kiddopia - Preschool Learning Games : 10,000+
Papumba Academy - Fun Learning For Kids : 100,000+
Drawing for Kids Learning Games for Toddlers age 3 : 1,000,000+
Baby Panda’s Juice Shop : 5,000,000+
Dr. Panda Restaurant 3 : 1,000,000+
LEGO® Friends: Heartlake Rush : 1,000,000+
Baby ABC in box! Kids alphabet games for toddlers! : 1,000,000+
Henry Danger Crime Warp : 1,000,000+
Thomas & Friends: Race On! : 5,000,000+
Super School: Educational Kids Games & Rhymes : 500,000+
Fruit Cube Blast : 500,000+
Toddler Kids Puzzles PUZZINGO : 1,000,000+
Happy Street : 1,000,000+
Intellijoy Early Learning Academy : 50,000+
Dr. Panda Town: Vacation : 1,000,000+
Leo and Tig : 1,000,000+
School of Dragons : 10,000,000+
Fuzzy Seasons: Animal Forest : 100,000+
Montessori Preschool : 100,000+
Kids Corner: Interactive Tales and Games for kids : 500,000+
Cutie Cubies : 500,000+
Dog Run - Pet Dog Simulator : 10,000,000+
Moana Island Life : 1,000,000+
Hot Wheels: Race Off : 10,000,000+
Basketball FRVR - Shoot the Hoop and Slam Dunk! : 100,000+
Farming Simulator 14 : 10,000,000+
My Oasis - Calming and Relaxing Idle Clicker Game : 1,000,000+
My Little Pony Rainbow Runners : 5,000,000+
Extreme Racing 2 - Real driving RC cars game! : 500,000+
Cars: Lightning League : 10,000,000+
Little Panda Run : 1,000,000+
Snoopy's Town Tale - City Building Simulator : 1,000,000+
Car Racing game for Kids - Beepzz Dogs 🐕 : 100,000+
Pony Friends 🦄 - Beepzz racing game for kids : 50,000+
LEGO® Juniors Create & Cruise : 50,000,000+
Xtreme Racing 2018 - Jeep & 4x4 off road simulator : 500,000+
Thomas & Friends: Go Go Thomas : 10,000,000+
Ninja Dash - Ronin Jump RPG : 500,000+
Paw Patrol by ShuffleCards : 1,000,000+
Plants vs. Zombies™ Heroes : 10,000,000+
Transformers Rescue Bots: Disaster Dash : 1,000,000+
Mcqueen Coloring pages : 100,000+
PAC-MAN Pop : 5,000,000+
Monster Truck Driver & Racing : 1,000,000+
L.O.L. Surprise Ball Pop : 1,000,000+
Strawberry Shortcake BerryRush : 10,000,000+
Little Fire Station : 1,000,000+
Ice Cream Jump : 10,000,000+
Disney Magic Kingdoms: Build Your Own Magical Park : 10,000,000+
Turbo FAST : 50,000,000+
Transformers Rescue Bots: Hero Adventures : 5,000,000+
Robots Vs Zombies: Transform To Race And Fight : 100,000+
Disney Crossy Road : 10,000,000+
Touch Racing 2 - Mini RC Race : 1,000,000+
Toca Kitchen 2 : 50,000,000+
Doctor Pets : 1,000,000+
Supermarket – Game for Kids : 10,000,000+
Supermarket Manager: Cashier Simulator Kids Games : 1,000,000+
Kids Animals Jigsaw Puzzles 😄 : 10,000,000+
Inside Out Thought Bubbles : 10,000,000+
Monster High™ : 5,000,000+
Cute Pet Puppies : 1,000,000+
Monster High™ Minis Mania : 1,000,000+
Shopkins World! : 10,000,000+
Monica Toy TV : 500,000+
Toy Guitar with songs for kids : 500,000+
Endless Numbers : 500,000+
Toddler Learning Games - Little Kids Games : 100,000+
Sworkit Kids - Fitness Meets Fun : 100,000+
Earth to Luna! Watch and Play : 1,000,000+
Nancy Drew Codes and Clues : 10,000+
codeSpark Academy & The Foos : 500,000+
Word Search Games in english : 10,000,000+
Tic Tac Toe : 1,000,000+
Dominos Game ✔️ : 1,000,000+
Checkers ✔️ : 1,000,000+
Crazy Colors: Bubbles Matching : 100,000+
Chess for Kids - Play & Learn : 100,000+
Block Puzzle : Night in Egypt : 50,000+
Mosaic puzzles : 500,000+
Chess School for Beginners : 100,000+
RISK: Global Domination : 5,000,000+
Pino chess : 1,000+
Chess PRO Free : 100,000+
All-in-One Mahjong 3 FREE : 50,000+
Kids Balloon Pop Game Free 🎈 : 10,000,000+
Sounds for Toddlers FREE : 1,000,000+
Elmo Calls by Sesame Street : 1,000,000+
Sago Mini Friends : 1,000,000+
Tee and Mo Bath Time Free : 100,000+
Bita and the Animals - Pelos Ares : 100,000+
TO-FU Oh!SUSHI : 5,000,000+
DreamWorks Friends : 100,000+
ROBLOX : 100,000,000+
PlayKids - Educational cartoons and games for kids : 10,000,000+
YouTube Kids : 50,000,000+
Barbie Life™ : 5,000,000+
Palace Pets in Whisker Haven : 5,000,000+
Sweet Baby Girl - Dream House and Play Time : 10,000,000+
Hello Kitty Lunchbox : 5,000,000+
Sweet Baby Girl Newborn Baby : 5,000,000+
Ever After High™ Charmed Style : 1,000,000+
Fun Kid Racing : 10,000,000+
Learn to Read with Tommy Turtle : 5,000,000+
Nick : 10,000,000+
Mad Libs : 1,000,000+
ABCmouse.com : 5,000,000+
Thomas & Friends: Delivery : 1,000,000+
Nasty Goats : 1,000,000+
Starfall Free & Member : 1,000,000+
Animal Jam - Play Wild! : 5,000,000+
Peak – Brain Games & Training : 10,000,000+
aa : 50,000,000+
A Call From Santa Claus! : 1,000,000+
A Word A Day : 500,000+
Akinator : 50,000,000+
Dog Sim Online: Raise a Family : 5,000,000+
Color by Number - Draw Sandbox Pixel Art : 1,000,000+
Build a Bridge! : 10,000,000+
Find a Way: Addictive Puzzle : 500,000+
CompTIA A+ Pocket Prep : 10,000+
Comptia A+ 220-901 & 220-902 : 10,000+
Create A Superhero HD : 500,000+
The Tribez: Build a Village : 10,000,000+
Photo Warp : 50,000,000+
CompTIA Exam Training : 50,000+
Wolfify - Be a Werewolf : 500,000+
Gymnastics Superstar - Spin your way to gold! : 10,000,000+
SuperCity: Build a Story : 1,000,000+
Like A Boss : 500,000+
Hungry Hearts Diner: A Tale of Star-Crossed Souls : 500,000+
Dragon Sim Online: Be A Dragon : 5,000,000+
Cat Sim Online: Play with Cats : 5,000,000+
Disney Magic Timer by Oral-B : 1,000,000+
Hay Day : 100,000,000+
Block! Hexa Puzzle™ : 50,000,000+
Learn C [NEW] : 50,000+
Mobile C [ C/C++ Compiler ] : 100,000+
C Programming Zone : 50,000+
All C Programs : 100,000+
C-SPAN Radio : 100,000+
learn c in hindi : 5,000+
Learn C Programming (Examples) (OFFLINE) : 10,000+
C Programming - Learn Code, Theory & Discuss : 100,000+
Expert C Programming - Learn C Coding Easily : 5,000+
codeEazy - C/C++/JAVA : 10,000+
Batmobile™ R/C Controller : 100,000+
C Pattern Programs Free : 100,000+
C Functions : 1,000+
Learn C# - .Net - C Sharp Programming Tutorial App : 100,000+
Learn Basic C - For Beginners : 5,000+
C Prowess : 5,000+
101 C Programming Problems : 50,000+
Let us C - Example Programs : 5,000+
C Examples : 10,000+
C BOOK-C PROGRAMS : 10,000+
100+ C Programs : 5,000+
Block City Wars + skins export : 10,000,000+
Dance School Stories - Dance Dreams Come True : 1,000,000+
Bad Piggies : 50,000,000+
Broken Screen Prank : 1,000,000+
Car Parking Game 3D - Real City Driving Challenge : 5,000,000+
E! : 100,000+
Chuck E.'s Skate Universe : 10,000,000+
Eventbrite - Discover popular events & nearby fun : 5,000,000+
Eternium : 10,000,000+
E-cigarette for free : 500,000+
World History Quick e-Book : 100,000+
Offroad Pickup Truck F : 500,000+
Talking Tom Cat 2 : 100,000,000+
Dumb Ways to Die 2: The Games : 50,000,000+
RPG End of Aspiration F : 500,000+
Offroad Car G : 5,000,000+
Offroad G-Class 2018 : 500,000+
Offroad Car H : 100,000+
Guns - Shot Sounds : 10,000,000+
Elkhart County 4-H Fair : 5,000+
MJX H : 10,000+
Ohio State Fair 4-H : 1,000+
My Android Device S/W & H/W : 50,000+
Talking Ginger : 100,000,000+
I am Nose Doctor -Save my Nose : 500,000+
What was I in my Past Life : 1,000,000+
How Old am I? : 1,000,000+
Where's My Water? Free : 100,000,000+
LINE I Love Coffee : 5,000,000+
I LOVE PASTA : 1,000,000+
Talking Tom Cat : 100,000,000+
J-Novel Club : 10,000+
Cook Baked Lasagna : 10,000,000+
Tom's Love Letters : 50,000,000+
J-UFO : 100,000+
The Voice, sing and connect : 10,000,000+
Harris J Lyrics : 1,000+
J.ME Fly : 1,000+
2048 BTS J Hope KPop Puzzle Game : 1,000+
J. Cole Albums (2007-2017) : 1,000+
Sight Words Pre-K to Grade-3 : 100,000+
Zapzapmath: K-6 Math Games : 100,000+
Preschool All-In-One : 1,000,000+
OST) : 500,000+
Kpop Music Quiz (K-pop Game) : 100,000+
Radio K - KUOM : 1,000+
Speech Therapy: K : 1,000+
K-Otic Universe : 1,000+
CASE K-12 Math English Science : 10,000+
Mermaid Princess Pre K Games : 5,000+
K-Spapp, the K-Space app : 1,000+
Math Quiz Free: Grades K,1,2,3 : 10,000+
Discovery K!ds Play! Español : 1,000,000+
K-pop Music : 10,000+
Daily K-Talk : 10,000+
SpongeBob Diner Dash : 50,000,000+
Tom Loves Angela : 100,000,000+
EXO-L : 1,000,000+
Lie Detector : 50,000+
My Teacher - Classroom Play : 10,000,000+
French to English Speaking - Apprendre l' Anglais : 1,000,000+
Lie Detector Test Prank : 10,000,000+
Xbox : 10,000,000+
Je Parle ANGLAIS - Apprendre l’anglais Audio cours : 100,000+
MapleStory M : 1,000,000+
Dino in City-Dinosaur N Police : 1,000,000+
Hands 'n Guns Simulator : 1,000,000+
Dual N-Back - Brain game : 100,000+
Madagascar Surf n' Slides Free : 5,000,000+
Guns'n'Glory : 5,000,000+
Read Unlimitedly! Kids'n Books : 1,000,000+
Fantastic Chefs: Match 'n Cook : 500,000+
Car Parking Crane N Drifting : 50,000+
Cook 'n Learn Smart Kitchen : 50,000+
N-Back : 10,000+
Knights N Squires : 1,000,000+
The Noise-O-Meter : 100,000+
O-Level Past Papers & Solution (up to 2017) : 100,000+
Q : 1,000,000+
Offroad Car Q : 1,000,000+
FaceQ : 10,000,000+
Q downloader : download your social media videos : 1,000+
Q Wunder : 10,000+
Q Quiz SK : 5,000+
DataCamp - Learn R, Python & SQL : 100,000+
Run R Script - Online Statistical Data Analysis : 1,000+
R Programming Language : 1,000+
R Programming : 1,000+
R. Physics Puzzle Game : 500,000+
GT-R R35 Drift Simulator : 100,000+
Offroad Pickup Truck R : 1,000,000+
R Programming Tutorial : 1,000+
Learn R Language Easy Way : 10,000+
R Programming Solution : 10,000+
Learn R - Programming Concepts : 1,000+
Car Parking Nissan GT-R R35 Simulator : 100,000+
Learn R Programming Free EBook : 50+
R Programming Language (Paperset 2) MCQ Quiz : 10+
Wonder5 Masters R : 100,000+
R. Lee Ermey's Official Sound : 100,000+
Tutorials for R Programming Offline : 500+
R Programming Language (Paperset 1) MCQ Quiz : 10+
Offroad Pickup Truck S : 1,000,000+
Five Nights at Freddy's 2 Demo : 50,000,000+
City Taxi Driver sim 2016: Cab simulator Game-s : 1,000,000+
AT&T U-verse : 1,000,000+
T Uploader : 10,000+
DIRECTV Remote App : 1,000,000+
Hollywood U: Rising Stars : 5,000,000+
U-Dictionary: Best English Learning Dictionary : 10,000,000+
ENCHANT U : 500,000+
Channel U : 1,000+
Wii U Simulator : 100,000+
DRC Sim - Wii U Gamepad : 10,000+
Wi u Emulator : 10,000+
U-Craft Mobile : 100,000+
U-Disco : 100,000+
SAY-U : 100,000+
Pocket U ASW : 10,000+
V LIVE - Star Live App : 10,000,000+
Grand Theft Auto V: The Manual : 5,000,000+
Vimeo : 10,000,000+
Mod GTA V for MCPE : 500,000+
The Grand Bike V : 1,000,000+
Cheats for GTA V : 100,000+
V for Vampire - Free : 500,000+
Get Free V-bucks_fortnite Hints : 5,000+
v-view : 10,000+
Cheat Codes for GTA V : 100,000+
Easy V-Bux free : 5,000+
Fantasy Squad W : 50,000+
Nose Doctor X: Booger Mania : 5,000,000+
Xray Scanner Prank : 10,000,000+
The X-Files: Deep State - Hidden Object Adventure : 500,000+
X-Plane 10 Flight Simulator : 1,000,000+
Flight Simulator X 2016 Free : 1,000,000+
X-ray scanner simulator : 500,000+
X-Wing Squadron Builder : 100,000+
YouTube TV - Watch & Record Live TV : 1,000,000+
JW Caleb y Sofia : 500,000+
Boomerang Make and Race : 10,000,000+
Talking Tom & Ben News : 100,000,000+
Vegas Crime Simulator : 50,000,000+
PewDiePie's Tuber Simulator : 10,000,000+
PBS KIDS Video : 5,000,000+
yHomework - Math Solver : 1,000,000+
War Z 2 : 5,000,000+
Last Empire - War Z: Strategy : 50,000,000+
Z Day: Hearts of Heroes : 1,000,000+
Empire Z: Endless War : 5,000,000+
Z War-Zombie Modern Combat : 5,000,000+
Z City : 100,000+
Z-Empire: Dead Strike : 10,000+
Toy Battle Z : 10,000+
Angry Birds Blast : 10,000,000+
ab : 1,000+
Angry Birds Evolution : 10,000,000+
Angry Birds Match : 5,000,000+
Angry Birds POP Bubble Shooter : 10,000,000+
Angry Birds Epic RPG : 10,000,000+
AB Blast Match 3 : 10,000+
Math games for kids : times tables - AB Math : 500,000+
AB Crush Match 3 : 10,000+
AB Match : 1,000+
Chatime AB Rewards : 1,000+
Smart-AC Universal Remote Free : 500,000+
AC REMOTE UNIVERSAL-PRO : 100,000+
AC Remote Control Simulator : 100,000+
Universal AC Remote Control Simulator : 50,000+
Ad-free Triangle Solver : 10,000+
Alchemy Classic Ad Free : 100,000+
A&E - Watch Full Episodes of TV Shows : 1,000,000+
Shortcuts for After Effects : 50,000+
AE Sudoku : 100,000+
AE Bubble:Offline Bubble Games : 100,000+
AE Roundy POP : 100,000+
TV.AE : 10,000+
Nasihat - Chalo ae Pyaara : 10,000+
Flim Af Somali Hindi Fanproj : 1,000+
iFunny :) : 10,000,000+
9GAG: Funny Gifs, Pics, Memes & Videos for IGTV : 10,000,000+
AF Johannesburg : 100+
King of Avalon: Dragon Warfare : 10,000,000+
AG Subway Simulator Lite : 100,000+
AG Subway Simulator Pro : 1,000+
Ag Across America : 10+
AG EMS Tour : 500+
Denis Brogniart - AH ! : 100,000+
Denis Brogniart - AH 2 ! : 100+
Ah! Cutie : 10,000+
Ah! Monster : 100,000+
The Ah Yeah! Button : 5,000+
Ah Bailar : 100+
Ah ! : 50+
Ah Ha Block : 100+
AH! Soundboard : 100+
Replika : 1,000,000+
Real AI : 50,000+
Virtual Assistant DataBot: Artificial Intelligence : 1,000,000+
ALPHA - Artificial Intelligence : 1,000+
Artificial Intelligence : 50,000+
Orbita AI — Exciting mobile puzzles & riddles : 1,000,000+
ChatBot AI Talking Girl : 100,000+
Learn Artificial Intelligence : 10,000+
Tomo A.i. Pet Chat Bot : 1,000+
Chat With Artificial Intelligence : 1,000+
2048(AI) : 1,000+
AI with Python Tutorial : 5,000+
ChatBolo - AI Chatbot Online : 100,000+
Artificial intelligence : 100+
Jarvis artificial intelligent : 10,000+
AJ Academy: Amazing Animals : 50,000+
Dash Tag - Fun Endless Runner! : 100,000+
Tunnel Town : 1,000,000+
Club Penguin Island : 1,000,000+
AJ Official : 500+
Bonza Poly Art - Tenkyu Animal Jam for Kids : 1,000+
AJ Rafael Music Lyrics : 50+
Little Pets Animal Guardians : 100,000+
AJ Tracey Music and Lyrics : 5+
My Wild Pet: Online Animal Sim : 500,000+
AJ Rafael Music Lessons : 10+
How it works: AK-74N : 100,000+
AK-47: Simulator and Shooting : 100,000+
AK-47 Simulation and Info : 100+
AK-47 Sounds : 500,000+
AK Interactive : 10,000+
AK-47 sounds : 1,000+
AK-47 Assault Rifle : 10,000+
Weapon stripping 3D : 1,000,000+
Shoot M-16 vs AK-47 : realistic weapon simulator : 100+
Weapons simulator AK-47 : 5,000+
Gun AK 47 : 1,000+
AK-47 guns Sounds : 100+
Gun Mod: Guns in Minecraft PE : 5,000,000+
AK Math Coach : 50,000+
University of Alabama : 50,000+
Alabama DMV Permit Test - AL : 10,000+
Al jazeera TV : 100,000+
Al Quran Audio (Full 30 Juz) : 1,000,000+
Quran for All (Al-Huda Int.) : 100,000+
Ayat - Al Quran : 5,000,000+
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Guide for CS:GO : 500,000+
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CX-17WIFI : 10,000+
cx-33wifi : 10,000+
CX-WiFi720P : 10,000+
CX-60 : 1,000+
CX-10DS : 1,000+
CX-37 : 1,000+
CX watcher : 500+
CX-40 : 100+
CX-42 : 10+
CXmodel-ufo : 1,000+
WiFi FPV : 100,000+
Cy-Reader : 100+
Igitabo cy'Indirimbo : 50,000+
Mediabox CY : 10+
Cymath - Math Problem Solver : 1,000,000+
Army of Heroes : 1,000,000+
Math Solver : 100,000+
Death Dragon Knights RPG : 1,000,000+
Skylink Live TV CZ : 100,000+
PLAYzone.cz : 500+
Ghost Detector : 5,000,000+
Thuglife Video Maker : 1,000,000+
MadLipz : 10,000,000+
Escaping the Prison : 10,000,000+
Glam Doll Salon - Chic Fashion : 10,000,000+
COOKING MAMA Let's Cook! : 10,000,000+
Movie DB : 1,000+
DB Train Simulator : 500,000+
DB Tools : 1,000+
DB for Fallout Shelter : 100,000+
DB for Hustle Castle : 1,000+
DC Legends: Battle for Justice : 10,000,000+
FANDOM for: DC : 500,000+
DC Super Hero Girls™ : 5,000,000+
LEGO® DC Mighty Micros : 10,000,000+
Batman: Gotham’s Most Wanted! : 1,000,000+
Choose SuperHero Quize Marvel | DC : 100+
MARVEL Strike Force : 5,000,000+
Villains vs Superheroes : 10,000+
MARVEL Future Fight : 50,000,000+
DC N COMPANY ENTERTAINMENT RADIO! : 100+
Results for DC Lottery : 5,000+
Driver Permit Test Prep DC DMV Driver's License Ed : 5,000+
Robin - DC Movie Collection : 500+
Babbel – Learn Languages : 10,000,000+
Coloring Book for Me & Mandala : 10,000,000+
Offroad Police Car DE : 1,000,000+
Heavy Bus Simulator : 5,000,000+
Escape the Prison Room : 5,000,000+
Anime Love Story Games: ✨Shadowtime✨ : 5,000,000+
Myth Defense 2: DF : 100,000+
Rádio DF FM : 1,000+
Digital FM Brasília DF : 100+
DJ Electro Mix Pad : 10,000,000+
DH UFO : 1,000+
Galaxy Defense : 5,000,000+
Castle Defense 2 : 1,000,000+
Dungeon Rush : 1,000,000+
Treasure Defense : 100,000+
The Lost Lands:DH Lite : 50,000+
DH-UFO : 100+
Dungeon Hunter Champions: Epic Online Action RPG : 1,000,000+
DH Karaoke : 1,000+
Tiny Defense : 1,000,000+
Toys Defense: Horror Land : 10,000+
Kingdom in Chaos : 100,000+
Desperate Housewives: The Game : 500,000+
Dinosaur War : 10,000,000+
Red Bull TV: Live Sports, Music & Entertainment : 1,000,000+
Castle Defense : Invasion : 100,000+
Avenger Legends : 100,000+
DrivingTest : 100,000+
Idle Heroes : 10,000,000+
Pocket Heroes : 1,000,000+
Duolingo: Learn Languages Free : 100,000,000+
Meme Generator Free : 10,000,000+
Cooking in the Kitchen : 10,000,000+
Euro Truck Driver (Simulator) : 10,000,000+
DJ Mix Effects Simulator : 1,000,000+
3D DJ – Music Mixer with Virtual DJ : 100,000+
Resources For Virtual DJ : 1,000,000+
DK 15 Minute Language Course : 1,000+
DK Readers : 1,000+
Eyewitness Travel Phrase Book : 1,000+
DK Virtual Reality : 1,000+
English for Everyone : 10,000+
Visuelles Wörterbuch Audio-App : 10,000+
10 Minutes a Day Times Tables : 100,000+
Account Class-11 Solutions (D K Goel) : 50,000+
DK Online : 100+
Account Class-12 Solutions (D K Goel) Vol-1 : 50,000+
PK and DK Audio App : 100+
dk : 10+
Account Class-12 Solutions (D K Goel) Vol-2 : 10,000+
Discovery K!ds Play! : 1,000,000+
Gokarting.dk : 1,000+
Download Video Free : 1,000,000+
DL Hughley : 1,000+
The DL Hughley Show : 5,000+
Fifth Edition DM Tools : 100,000+
DM Buddy » Learn Digital Marketing : 500+
Disciple Maker’s (DM) Lab : 100+
Ultimate DM : 10+
DN Employee : 10+
DN Driver : 5+
D.N. College Meerut : 10+
Dragon Nest M : 100,000+
Downtown Mafia: Gang Wars (Mobster Game) Free : 1,000,000+
Guardian Hunter: SuperBrawlRPG : 1,000,000+
ES Remote : 100,000+
CritDice - Dice Roller : 50,000+
Cursive Writing Wizard - Handwriting : 1,000,000+
Maher EL Mouaikly - Offline : 10,000+
Darkness Rises : 5,000,000+
Sword Art Online: Integral Factor : 1,000,000+
do : 100,000+
Do Not Crash : 1,000,000+
DO YOU KNOW THE WAY Soundboard : 100,000+
All Type DP : 500,000+
DP & Status : 500,000+
DP and Status : 100,000+
Best DP and Status (Daily Updates Photos) : 1,000,000+
Marathi DP - status and message,jokes,Video app : 100,000+
Cute Images for Whatsapp : 100,000+
Profile Pictures - Best DP Status : 50,000+
Best DP and Status - All Type DP & Status : 100+
Latest DP and Status Pro 2018 : 1,000+
Best DP And Video Status 2018 For Whatsapp : 10,000+
DP Battle : 5,000+
Faceoff DP Battle App : 1,000+
RPG Dragon Lapis : 100,000+
DQSalmaan - A fan made App : 10,000+
Dr. Truck Driver : Real Truck Simulator 3D : 100,000+
Dr. Cares - Pet Rescue 911 🐶 : 500,000+
Dr. Panda Town : 1,000,000+
Real Car Dr Parking Master: Parking Games 2018 : 1,000,000+
Doctor Kids : 10,000,000+
Dr. Sudoku : 500,000+
Dr. Unblock : 1,000,000+
Dr. Pixel: Pill mania Classic : 100,000+
Super Dr. Parking 3D : 1,000,000+
Dr. Cares - Amy's Pet Clinic 🐈 🐕 : 100,000+
Pet Vet Dr - Animals Hospital : 1,000,000+
DR CONTROL : 10,000+
Dr. Panda Café Freemium : 1,000,000+
Dr. Panda Ice Cream Truck Free : 1,000,000+
Dr. 2048 : 500,000+
DR Sebi's Alkaline List : 5,000+
DS : 100+
DS-Admin : 10+
MegaN64 (N64 Emulator) : 10,000,000+
Learn DS [BETA] : 500+
DS-Students : 100+
DT-CAM : 1,000+
DT Driving Test Theory : 10,000+
Truck Simulator DT 3D : 5,000+
WPBS-DT : 500+
DT-VR : 1,000+
du View : 50,000+
Du Chinese – Mandarin Lessons : 100,000+
Hadith du jour : 50,000+
Voyance du pyromancien : 5,000+
Citation du Jour - Motivation : 100,000+
La Poupée du Voyant : 50,000+
Star Chart : 10,000,000+
Proverbes du monde : 10,000+
DV-2019 Results : 10,000+
DV-LOTTERY 2019 REGISTRATION : 10,000+
DV-2019 PHOTO TOOL : 1,000+
DV ASSIST : 100+
DV Lottery Simulator : 1,000+
U.S.A DV Lottery Process : 1,000+
DV-2019 UK/British : 5,000+
DW Learn German - A1, A2, B1 and placement test : 100,000+
Learn German: Die Bienenretter : 5,000+
DW Audio : 1,000+
German Listening : 500,000+
Fahrschule DW : 1,000+
Across Age DX : 500,000+
Piczle Lines DX : 5,000+
3DAnimeGirl DX DreamPortrait KAWAII Girl DressUp : 10,000+
Bubble Shooter DX : 100,000+
Age of Procreation DX : 100,000+
DX Simulation for OOO Dx Belt : 10,000+
Tricky Bike Stunt Rider DX : 500+
DX Gashacon Sword for Ex-Aid Henshin : 1,000+
DX Simulation Belt for Build henshin : 10,000+
DX Simulation for Kabuto Henshin Belt 2018 : 5,000+
DX Simulation for Decade Henshin Belt 2018 : 5,000+
Elemental Galaxy Dx - Match3 : 10,000+
DX Simulation for Double Dx Henshin Belt 2018 : 5,000+
DX Simulation Belt for Decade henshin : 5,000+
Chronolink DX Lite : 10+
DX Simulation for X-aid Dx Belt : 5,000+
Dx Ludo : 50,000+
Dy So Exam : 1,000+
Dr. D. Y. Patil Vidyapeeth GBS : 100+
KPS CHAUHAN DY/DX : 100+
JONACK (D Story Teller) : 10,000+
Guardians of Ancora : 50,000+
Truck Transport Raw Material : 100,000+
DYPhyzio-Physiology Forum : 100+
DYPSOET : 50+
Triceratops - Dino Robot : 1,000,000+
Differential Equations Steps : 100,000+
BAC DZ Questionnaire : 5,000+
ONEC DZ : 1,000+
Agent HQ for The Division : 100,000+
DZ Urgences : 500+
DZ Blagues : 10,000+
Real Racing 3 : 10,000,000+
Madden NFL Football : 10,000,000+
The Simpsons™: Tapped Out : 10,000,000+
Plants vs. Zombies™ 2 : 10,000,000+
Command & Conquer: Rivals : 0
Star Wars™: Galaxy of Heroes : 10,000,000+
Dungeon Keeper : 500,000+
TETRIS : 10,000,000+
Bejeweled Classic : 5,000,000+
TETRIS Blitz : 5,000,000+
POGO Games : 1,000,000+
SW Battlefront Companion : 1,000,000+
Bejeweled Blitz : 10,000,000+
Bejeweled Stars: Free Match 3 : 1,000,000+
Plants vs. Zombies™ Watch Face : 1,000,000+
Typical EA Game : 100+
EB Mobile : 10,000+
EB Demo for Android : 10+
My Handbook : EE, EC, EI, E&T, EEE, EECS : 100,000+
tv-ec : 50+
EC Calgary : 100+
EC Fairgrounds : 500+
GATE Syllabus for EC 2018 & Notifications : 1,000+
My EF : 100,000+
EF Mentor: Words : 50,000+
EF Smart English for Phone : 10,000+
My EF Center : 10,000+
EF Mentor: Sounds : 5,000+
EF English Live Business : 100,000+
EF Classroom : 50,000+
EF English Live for phone : 100,000+
EF Smart English : 5,000+
EF English Live Business Tablet : 10,000+
EF English Live for tablets : 50,000+
EF Parеnts : 50,000+
EF Teacher : 1,000+
English Bite : 10,000+
EF/VR – VR Tours of EF Schools : 1,000+
EF Spelling Bee : 500+
Travelmoji : 500+
EFAmbassador : 100+
Agenda EF : 5,000+
e-Docente EI/anos iniciais EF : 1,000+
EF Universe: Endless Battle : 50+
EF First : 1+
Diário Escola Mestres EF : 1,000+
English Conversation Courses : 1,000,000+
Equestria Girls : 10,000,000+
EG Player : 100+
Fashion Pony Girls Dress Up Makeup Game : 10,000+
My Little Pony Celebration : 1,000,000+
MY LITTLE PONY: Magic Princess : 50,000,000+
Equestria Girl Snapchat Addict : 1,000+
Sirens Fashion Style Game : 500,000+
My Little Pony: Story Creator : 1,000,000+
Pocket Little Pony : 1,000,000+
Dance Magic Fashion Style Games : 100,000+
MLP Colouring Adventures : 1,000,000+
Fashion Girls Dress up Makeup : 10,000+
My Little Pony: Harmony Quest : 10,000,000+
Home Pony 2 : 1,000,000+
Eh Volevi! : 100,000+
Me-eh : 100+
Eh Plus English Application : 100+
My Theme Park: RollerCoaster & Water Park Tycoon : 10,000+
Doomsday Preppers™ : 1,000,000+
TAXI DRIVER : 1,000,000+
Crazy Doctor : 10,000,000+
Soldiers of Glory: Modern War : 5,000,000+
Driving School 3D 2017 : 500,000+
Ludo Family Dice Game : 500,000+
Masterchef Cooking Games: Fun Restaurant & Kitchen : 100,000+
US Army Training Courses Game : 5,000,000+
Instant Buttons: The Best Soundboard : 5,000,000+
Voice Changer : 10,000,000+
Heart Surgery Emergency Doctor : 100,000+
100 Doors of Revenge : 10,000,000+
Lie Detector Prank : 10,000,000+
Virtual Mother Surgery Doctor : Emergency Hospital : 10,000+
Princess Palace: Royal Pony : 1,000,000+
TAMAGO : 5,000,000+
EI HabitTracker : 100+
the Egg - crack the egg : 10,000+
Yeled EI : 100+
EI App 1 : 10+
Ei-ij Spelling Dutch : 10,000+
Egg : 5,000+
Disaster Will Strike : 1,000,000+
Egg: clicker : 1,000,000+
Egg for Pou : 5,000,000+
EI App 2 : 10+
Crack the blue angry birds egg : 10,000+
Tamago Tap Clicker Egg : 50,000+
Tap The Easter Egg! : 5,000+
EI国际 : 1,000+
Egg Baby : 5,000,000+
Surprise Eggs : 10,000,000+
PJ Masks: Moonlight Heroes : 10,000,000+
Crack Attack : 1,000,000+
Break the Egg : 50,000+
PJ Masks: HQ : 1,000,000+
Super Sport Car Simulator : 1,000,000+
Ambulance Rescue Simulator 17 : 1,000,000+
EJ Trívia Game : 1+
Bad Piggies HD : 10,000,000+
Sport Car Simulator : 5,000,000+
Luxury Car Simulator : 1,000,000+
Office Bike Racing Simulator : 1,000,000+
Pregnant Mom Surgery Newborn Twins Baby Birth Care : 10,000+
Pet Beauty Salon : 1,000,000+
Lily & Leo - Crazy Circus Day : 1,000,000+
Fake Call From Wengie Prank : 50,000+
TeamWard – live help for LoL : 100,000+
OffRoad US Army Train Driving Simulator : 500,000+
Do Not Disturb! 2 - Challenge Your Prank Skills! : 1,000,000+
Kiss Me! Lip Kissing Test : 50,000+
Master E.K : 1,000+
Ek Onkar : 10,000+
Pyaar Ek Dhoka hai Game - Anti Valentines : 100+
Pyaar Ek Dhoka : 50+
Ek Biladi Jadi Video Song : 5,000+
Ringtones Of Ek Onkar : 1,000+
EK Carevec : 10+
Ek Kahani Aisi Bhi Season 2 - The Horror Story : 1,000+
Ek Bander Ne Kholi Dukan : 10,000+
Ek Kahani Aisi Bhi Season 3 - The Horror Story : 100+
Meslek Lisesi YGS Ek Puan : 1,000+
Airplane Pilot Car Transporter : 10,000,000+
Mahila Vashikaran(Ek rat me)-Hindi : 1,000+
Ek Kauwa Pyasa Tha : 50,000+
Toilet Ek Prem Katha Songs Lyrics in Hindi : 1,000+
Ek Do Teen Song Videos - Baaghi 2 Video Songs : 1,000+
Sanu Ek Pal Chain Song Videos - RAID Movie Songs : 5,000+
Ek Qissa He Quran Se (Qurani Waqiyat) : 100+
Lyrics of Ek Paheli Leela : 500+
Exiled Kingdoms RPG : 1,000,000+
Shabad Gurubani Punjabi mp3 free - Ek Onkar Satnam : 100+
Bus Driver 3D: Hill Station : 5,000,000+
Extreme Motorbike Jump 3D : 10,000,000+
el : 1,000,000+
Learn English with El Chavo. : 100,000+
Learn Math with el Chavo : 100,000+
El Laberinto del Demonio 3D : 1,000,000+
Learn to code with el Chavo : 1,000,000+
El Falı : 1,000,000+
El Laberinto del Demonio 2 : 100,000+
TV Local El Salvador : 10,000+
Hangman : 5,000,000+
Explora con el Chavo : 100,000+
OWLIE BOO : 100,000+
Narcos: Cartel Wars : 5,000,000+
Connect'Em : 1,000,000+
Shoot Em Down Free : 500,000+
Game for KIDS: KIDS match'em : 1,000,000+
Nuke Em All : 500,000+
Elevator Simulator Lift EM ALL : 100,000+
Connect'Em Halloween : 500,000+
Em Fuga Brasil : 100,000+
Holy Knight EN : 1,000,000+
Hello English: Learn English : 10,000,000+
English in a Month Free : 1,000,000+
Learn Body Parts in English : 1,000,000+
Edmodo : 10,000,000+
Learn English Daily : 500,000+
RightNow English Conversation : 1,000,000+
busuu: Learn Languages - Spanish, English & More : 10,000,000+
English Audio Books - Librivox : 1,000,000+
Learn Top 300 English Words : 1,000,000+
Kenny e o Cupcake : 1+
Masha and the Bear : 1,000,000+
Free games: Masha and the Bear : 5,000,000+
Masha and the Bear Child Games : 10,000,000+
Masha and Bear: Cooking Dash : 10,000,000+
Masha and the Bear: Evolution : 500,000+
Masha and the Bear. Games for kids : 1,000,000+
Masha and The Bear Jam Day Match 3 games for kids : 1,000,000+
Frozen Free Fall : 50,000,000+
Urban Car Simulator : 1,000,000+
Masha and the Bear: House Cleaning Games for Girls : 10,000,000+
Masha and The Bear Puzzle Game : 1,000,000+
Masha and the Bear. Educational Games : 10,000,000+
Masha and the Bear: Good Night! : 1,000,000+
Masha and the Bear: Climb Racing and Car Games : 1,000,000+
Episode - Choose Your Story : 50,000,000+
EP Spotter : 500+
EP Radio : 50+
EP Music : 10+
EP Search and Find : 500+
What's Your Story?™ ft Charmed : 1,000,000+
EP Chain Reaction : 10,000+
Operate Now: Hospital : 10,000,000+
Multi Surgery ER Emergency Hospital : Doctor Game : 10,000+
ER Surgery Simulator : 1,000,000+
Dentist Surgery ER Emergency Doctor Hospital Games : 100,000+
Eye Transplant : ER Emergency Hospital : 1,000,000+
Lifeguard Beach Rescue ER Emergency Hospital Games : 100,000+
Hospital ER Emergency Heart Surgery: Doctor Games : 100,000+
Superhero Doctor 2 -ER Surgery : 10,000,000+
Noot-Noot-er! : 5,000+
Doctor X - ER On Wheels : 1,000,000+
Foot Surgery Hospital Simulator: ER Doctor Games : 100,000+
ER Heart Surgery - Emergency Simulator Game : 100,000+
Pregnant Mom ER Emergency Doctor Hospital Games : 50,000+
Plastic Surgery Surgeon Simulator Er Doctor Games : 500,000+
Shoulder Surgery ER Emergency Doctor Game : 10,000+
Superhero Doctor 3 ER Surgery : 500,000+
Mom Doctor ER Emergency Family Game : 10,000+
ER Blood Draw Doctor & Surgeon : 50,000+
ER Emergency Hospital - Brain, Knee, Eye Surgery : 1,000+
Super Doctor 1-Pregnant Mom ER Surgery Simulator : 10,000+
Multi Surgery Hospital Pro: Virtual Doctor ER Game : 1,000+
Clumsy Santa ER Surgery : 100,000+
Little Eye Surgery Simulator - ER Doctor Game : 1,000+
Spinal Cord Surgery Doctor: Operation ER surgery : 10,000+
ER Neck Surgery: Hospital Christmas Emergency : 5,000+
Super Doctor 2 - My Newborn Baby ER Injection : 1,000+
Virtual Brain Surgery Simulator : Kid ER Emergency : 5,000+
Crazy ER Open Heart Surgery Simulator : 500,000+
ER Injection Simulator: Blood Test Doctor Hospital : 1,000,000+
Kids Doctor ER Emergency Rescue Kids Hospital Game : 100,000+
Heart Surgery Doctor - ER Emergency Game : 500,000+
Virtual Mom Surgery Doctor : ER Emergency Hospital : 100,000+
ER Doctor Kids Emergency Room : 500,000+
Blood Injection : ER Emergency Doctor ER injection : 50,000+
Doctor Games For Girls - Hospital ER : 5,000+
Open Heart Surgery Hospital ER: Crazy Doctor Sim : 1,000+
Hand Doctor Games ER Surgery Simulator : 10,000+
ER Doctor City Emergency - Surgery City Doc FREE : 100,000+
ER Hospital Simulator : 100,000+
Nose Surgery ER Simulator Lite : 50,000+
The NBC App - Watch Live TV and Full Episodes : 5,000,000+
Scanner Radio - Fire and Police Scanner : 10,000,000+
Ankle Surgery ER Emergency : 1,000,000+
YEBIS OpenGL ES 3.0 Tech Demo : 10,000+
Advanced calculator fx 991 es plus & 991 ms plus : 500,000+
Castle Clash: Epic Empire ES : 5,000,000+
School scientific calculator fx 500 es plus 500 ms : 100,000+
Esto Es Guerra TVN : 100,000+
HBO NOW: Stream TV & Movies : 10,000,000+
Lire avec Sami et Julie : 100,000+
Lettre et demande d'emploi : 100,000+
Blagues et Histoires Drôles : 100,000+
Lettre de motivation et CV : 100,000+
Google Arts & Culture : 5,000,000+
Empires and Allies : 10,000,000+
Beauty and the Beast : 1,000,000+
Pocket Mortys : 10,000,000+
Voice changer with effects : 50,000,000+
European Union Simulator : 50,000+
The EU Relocation Programme : 1,000+
EU in the World : 100+
My EU : 100+
TAXLANDIA : 1,000+
Invasive Alien Species Europe : 1,000+
EU WHO War : 50+
Brexit EU : 500+
daskal.eu : 50+
Going Abroad : 50,000+
Strawberry Shortcake Ice Cream Island : 5,000,000+
Builder Craft: House Building & Exploration : 1,000,000+
EV Bon Dictionary : 500+
German Vocabulary Trainer : 100,000+
REV Robotic Enhance Vehicles : 100,000+
Electric Car Taxi Driver: NY City Cab Taxi Games : 1,000,000+
Home Decoration Game : 5,000,000+
PokeType - Dex : 500,000+
Survival Forest : Survivor Home Builder : 1,000,000+
Doll House Design & Decoration 2: Girls House Game : 100,000+
Lux Home Decorating Room Games : 100,000+
Design Home : 10,000,000+
PeopleTV - Watch Celebrity News : 100,000+
Mobile Strike : 50,000,000+
European War 5:Empire : 100,000+
Raytheon F-16 EW 360 VR : 500+
Pregnant Emergency Surgery : 10,000,000+
Food Network : 500,000+
TRANSFORMERS: Earth Wars : 10,000,000+
No Pimple - Fun games : 5,000,000+
OMG Gross Zit - Date Nightmare : 10,000,000+
Garden Fever - Free! : 1,000,000+
Subway Simulator 3D : 1,000,000+
XCOM: TBG : 100,000+
Aurum Blade EX : 1,000,000+
My Ex Girlfriend Comes Back : 500,000+
Gods Wars Ex : Vampire : 100,000+
S.O.L : Stone of Life EX : 5,000,000+
EY eMentor : 500+
Pink Guy - Ey B0ss : 500+
Adhenarcos - Coupe Adhemar EY 2018 : 100+
I am Dentist - Save my Teeth : 100,000+
EZ PZ RPG : 1,000,000+
EZ-Builder Mobile : 5,000+
Il Coccodrillo Come Fa : 1,000+
Dio Fa Cose : 1,000+
F.A Sumon songs : 1,000+
Farm Heroes Saga : 100,000,000+
All AJK Board Matric Fa Fsc Results : 10+
Fallout Shelter : 10,000,000+
Block Puzzle - Wood Legend : 10,000,000+
Fart sound pranks : 50,000,000+
Who Viewed My FB Profile : 10,000+
Who viewed my fb profile pro★★ : 100,000+
Messenger Kids – Safer Messaging and Video Chat : 500,000+
Classic FC 64 IN 1 : 100,000+
Cambridge English FC : 50,000+
FD VR Video Player - (Stored) : 100,000+
FD Mobile : 5,000+
FD VR - Virtual 3D Web Browser : 100,000+
FD VR Player - for 360 Youtube : 10,000+
FD VR Store -VR Games and Apps : 10,000+
FD VR - Virtual Reality Camera : 100,000+
FD VR Theater - for Youtube VR : 1,000,000+
Story Time FD : 10+
FD VR Cardboard Featured 360 Videos : 10,000+
FD VR Player - for Youtube 3D : 500,000+
FD VR Music Videos - MTV Pop and Rap in 360 : 1,000+
FD VR - Virtual Photo Gallery : 10,000+
Fire Emblem Heroes : 5,000,000+
FE Civil Engineering Exam Prep : 1,000+
FE Mechanical Engineering Prep : 1,000+
FE Other Disciplines Engineering Exam Prep : 100+
FE EN ACCIÓN RADIO : 10+
FE Electric & Comp Engineering : 500+
FE Chemical Engineering Exam Prep : 100+
Safe Santa Fe : 1,000+
Santa Fe Indian Market : 500+
FE Mix - Jokes - Status - Wallpaper : 1,000+
Curso Básico y Avanzado la Fe de Jesús Audio-Texto : 10+
FG Mobile : 5,000+
FG Autumn Photo Puzzle : 10+
Radio FG Paris Underground : 100+
FG Radio - Radios de France : 10+
FG. Chic - House Lounge Musique - Radios de France : 50+
Survival Prison Escape v2: Free Action Game : 5,000,000+
FG Rockstar : 10+
POLARIS 2MFG : 10,000+
Gun Disassembly 2 : 1,000,000+
Ambulance Simulator 3D : 1,000,000+
Police Car Driving Sim : 10,000,000+
Disney Princess Palace Pets : 1,000,000+
Police VAZ LADA Simulator : 500,000+
Scary Video Maker : 500,000+
PBS KIDS Games : 1,000,000+
Family Guy- Another Freakin' Mobile Game : 5,000,000+
Top Puzzles Volvo FH Trucks : 500+
Puzzles Volvo FH 16 Trucks : 1,000+
Jigsaw Volvo FH 16 Trucks : 1,000+
studentsLife by FH Kärnten : 5,000+
FH Kufstein App : 500+
Jigsaw Puzzles Volvo FH Truck Game : 100+
FH School : 100+
FH Dortmund FB4 : 1,000+
HD Jigsaw Volvo FH Trucks : 500+
Jigsaw Puzzles Volvo FH Trucks : 1,000+
Angry Shark 2016 : 5,000,000+
IKORO FH App Rosenheim : 1,000+
Talking Tom Bubble Shooter : 50,000,000+
BTK-FH Online Campus : 500+
Talking Husky Dog : 1,000,000+
Bubble Bird Rescue : 5,000,000+
Real Airplane Flight Simulator: Pilot Games : 1,000,000+
Dolphin and fish coloring book : 500,000+
Airplane Fly Hawaii : 1,000,000+
Micro Fi : 5,000+
fi : 100,000+
Sci Fi Sounds : 1,000+
FJ 4x4 Cruiser Offroad Driving : 500,000+
FJ 4x4 Cruiser Snow Driving : 500,000+
Driving n Parking School 2017 : 1,000+
Offroad Cruiser : 1,000,000+
4 x4 Offroad SUV 3D Truck Simulator Driving 2017 : 1,000+
Cake Shop - Kids Cooking : 5,000,000+
OFF-ROAD SIMULATOR 4x4 : REAL : 10,000+
Fun Kid Racing - Motocross : 10,000,000+
Offroad 4x4 Car Driving : 1,000,000+
Motocross Beach Jumping 3D : 10,000,000+
Hair saloon - Spa salon : 10,000,000+
Funny Jokes : 100,000+
Flight Simulator: Fly Plane 3D : 50,000,000+
Motocross Fun Simulator : 1,000,000+
Driving Suv Toyota Car Simulator : 10,000+
Fairy Kingdom: World of Magic and Farming : 1,000,000+
FK Željezničar Izzy : 1,000+
Permit Test FL Florida DHSMV : 10,000+
FL Lottery Results : 50,000+
Florida DMV Permit Test -Fl : 10,000+
Lottery Results: Florida : 100,000+
Scratch-Off Guide for FL Lotto : 5,000+
Check Lottery Tickets - Florida : 5,000+
Lottery Driver- Florida Result : 5,000+
Florida Driver License Test : 5,000+
Free Florida DMV Test 2018 : 50,000+
Canvas FL : 1,000+
University of Florida : 10,000+
Results for FL Lottery (Florida) : 100+
Hidden Object Florida Vacation Adventure Fun Game : 10,000+
Florida Wildflowers : 1,000+
Florida Tech Mobile : 5,000+
Florida HSMV Driver License : 1,000+
How it Works: FN SCAR assault rifle : 10,000+
Jigsaw Puzzles FN FAL Light Automatic Rifle : 50+
Ninja FN Button : 1,000+
Ethical Hacking : 10,000+
Zombie Defense : 10,000,000+
Pin-fo : 500+
F-O-Meter : 1+
FeaturePoints: Free Gift Cards : 5,000,000+
FP BW LCD View : 500+
FP Market : 1,000+
Union League : 10,000+
Fortune Quest: Savior : 10,000+
Modern Counter 3: FPS Multiplayers battlegro 3 : 1,000+
PopStar : 1,000+
Fr Ignacio Outreach : 1,000+
FR: My Famous Lover : 10,000+
Castle Clash: RPG War and Strategy FR : 1,000,000+
Fr Agnel Pune : 1,000+
FR: My Secret Pets!  : 50,000+
Fr. Daoud Lamei : 1,000+
Poop FR : 50+
Fr Agnel Ambarnath : 5,000+
FR Calculator : 500+
Sya9a Maroc - FR : 5,000+
Fr. Mike Schmitz Audio Teachings : 100+

There are too many apps for this category

In [71]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'COMMUNICATION':
        print(name, ':', installs)

WhatsApp Messenger : 1,000,000,000+
Messenger for SMS : 10,000,000+
My Tele2 : 5,000,000+
imo beta free calls and text : 100,000,000+
Contacts : 50,000,000+
Call Free – Free Call : 5,000,000+
Web Browser & Explorer : 5,000,000+
Browser 4G : 10,000,000+
MegaFon Dashboard : 10,000,000+
ZenUI Dialer & Contacts : 10,000,000+
Cricket Visual Voicemail : 10,000,000+
TracFone My Account : 1,000,000+
Xperia Link™ : 10,000,000+
TouchPal Keyboard - Fun Emoji & Android Keyboard : 10,000,000+
Skype Lite - Free Video Call & Chat : 5,000,000+
My magenta : 1,000,000+
Android Messages : 100,000,000+
Google Duo - High Quality Video Calls : 500,000,000+
Seznam.cz : 1,000,000+
Antillean Gold Telegram (original version) : 100,000+
AT&T Visual Voicemail : 10,000,000+
GMX Mail : 10,000,000+
Omlet Chat : 10,000,000+
My Vodacom SA : 5,000,000+
Microsoft Edge : 5,000,000+
Messenger – Text and Video Chat for Free : 1,000,000,000+
imo free video calls and chat : 500,000,000+
Calls & Text by Mo+ : 5,000,000+
free video calls and chat : 50,000,000+
Skype - free IM & video calls : 1,000,000,000+
Who : 100,000,000+
GO SMS Pro - Messenger, Free Themes, Emoji : 100,000,000+
Messaging+ SMS, MMS Free : 1,000,000+
chomp SMS : 10,000,000+
Glide - Video Chat Messenger : 10,000,000+
Text SMS : 10,000,000+
Talkray - Free Calls & Texts : 10,000,000+
LINE: Free Calls & Messages : 500,000,000+
GroupMe : 10,000,000+
mysms SMS Text Messaging Sync : 1,000,000+
2ndLine - Second Phone Number : 1,000,000+
Google Chrome: Fast & Secure : 1,000,000,000+
Firefox Browser fast & private : 100,000,000+
Ninesky Browser : 1,000,000+
Dolphin Browser - Fast, Private & Adblock🐬 : 50,000,000+
UC Browser - Fast Download Private & Secure : 500,000,000+
Ghostery Privacy Browser : 1,000,000+
InBrowser - Incognito Browsing : 1,000,000+
Lightning Web Browser : 500,000+
Web Browser : 500,000+
Contacts+ : 10,000,000+
ExDialer - Dialer & Contacts : 10,000,000+
PHONE for Google Voice & GTalk : 1,000,000+
Safest Call Blocker : 1,000,000+
Full Screen Caller ID : 5,000,000+
Hiya - Caller ID & Block : 10,000,000+
Mr. Number-Block calls & spam : 10,000,000+
Should I Answer? : 1,000,000+
RocketDial Dialer & Contacts : 1,000,000+
CIA - Caller ID & Call Blocker : 5,000,000+
Calls Blacklist - Call Blocker : 10,000,000+
Call Control - Call Blocker : 5,000,000+
True Contact - Real Caller ID : 1,000,000+
Video Caller Id : 1,000,000+
Sync.ME – Caller ID & Block : 5,000,000+
Burner - Free Phone Number : 1,000,000+
Caller ID + : 1,000,000+
Gmail : 1,000,000,000+
K-9 Mail : 5,000,000+
myMail – Email for Hotmail, Gmail and Outlook Mail : 10,000,000+
Email TypeApp - Mail App : 1,000,000+
All Email Providers : 1,000,000+
Newton Mail - Email App for Gmail, Outlook, IMAP : 1,000,000+
GO Notifier : 10,000,000+
Mail.Ru - Email App : 50,000,000+
Mail1Click - Secure Mail : 10,000+
Daum Mail - Next Mail : 5,000,000+
mail.com mail : 1,000,000+
SolMail - All-in-One email app : 500,000+
Hangouts : 1,000,000,000+
Vonage Mobile® Call Video Text : 1,000,000+
JusTalk - Free Video Calls and Fun Video Chat : 5,000,000+
Azar : 50,000,000+
LokLok: Draw on a Lock Screen : 500,000+
Discord - Chat for Gamers : 10,000,000+
Messenger Lite: Free Calls & Messages : 100,000,000+
AntennaPict β : 1,000,000+
Talkatone: Free Texts, Calls & Phone Number : 10,000,000+
Kik : 100,000,000+
K-@ Mail - Email App : 100,000+
KakaoTalk: Free Calls & Text : 100,000,000+
K-9 Material (unofficial) : 5,000+
M star Dialer : 100,000+
Free WiFi Connect : 10,000,000+
m:go BiH : 10,000+
N-Com Wizard : 50,000+
Opera Mini - fast web browser : 100,000,000+
Opera Browser: Fast and Secure : 100,000,000+
Opera Mini browser beta : 10,000,000+
Psiphon Pro - The Internet Freedom VPN : 10,000,000+
ICQ — Video Calls & Chat Messenger : 10,000,000+
Telegram : 100,000,000+
AT&T Messages for Tablet : 1,000,000+
T-Mobile DIGITS : 100,000+
Truecaller: Caller ID, SMS spam blocking & Dialer : 100,000,000+
Portable Wi-Fi hotspot : 10,000,000+
AT&T Call Protect : 5,000,000+
U - Webinars, Meetings & Messenger : 500,000+
UC Browser Mini -Tiny Fast Private & Secure : 100,000,000+
/u/app : 10,000+
[verify-U] VideoIdent : 10,000+
Viber Messenger : 500,000,000+
WeChat : 100,000,000+
WhatsApp Business : 10,000,000+
WhatsCall Free Global Phone Call App & Cheap Calls : 10,000,000+
X Browser : 50,000+
Yahoo Mail – Stay Organized : 100,000,000+
Free Adblocker Browser - Adblock & Popup Blocker : 10,000,000+
Adblock Browser for Android : 10,000,000+
CM Browser - Ad Blocker , Fast Download , Privacy : 50,000,000+
Adblock Plus for Samsung Internet - Browse safe. : 1,000,000+
Ad Blocker Turbo - Adblocker Browser : 10,000+
Brave Browser: Fast AdBlocker : 5,000,000+
AG Contacts, Lite edition : 5,000+
Oklahoma Ag Co-op Council : 10+
Bee'ah Employee App : 100+
tournaments and more.aj.2 : 100+
Aj.Petra : 100+
AK Phone : 5,000+
PlacarTv Futebol Ao Vivo : 100,000+
WiFi Access Point (hotspot) : 100,000+
Access Point Names : 10,000+
Puffin Web Browser : 10,000,000+
ClanHQ : 10,000+
Ear Agent: Super Hearing : 5,000,000+
Google Voice : 10,000,000+
Google Allo : 10,000,000+
AU Call Blocker - Block Unwanted Calls Texts 2018 : 1,000+
Baby Monitor AV : 100,000+
AV Phone : 1,000+
AW - free video calls and chat : 1,000,000+
Katalogen.ax : 100+
AZ Browser. Private & Download : 100,000+
BA SALES : 1+
BD Data Plan (3G & 4G) : 500,000+
BD Internet Packages (Updated) : 50,000+
BD Dialer : 10,000+
BD Live Call : 5,000+
Best Browser BD social networking : 10+
Traffic signs BD : 500+
BF Browser by Betfilter - Stop Gambling Today! : 10,000+
My BF App : 50,000+
BH Mail : 1,000+
Zalo – Video Call : 50,000,000+
BJ - Confidential : 10+
BK Chat : 1,000+
Of the wall Arapaho bk : 5+
AC-BL : 50+
BBM - Free Calls & Messages : 100,000,000+
DMR BrandMeister Tool : 10,000+
BBMoji - Your personalized BBM Stickers : 1,000,000+
BN MALLORCA Radio : 1,000+
BQ Partners : 1,000+
BS-Mobile : 50+
ATC Unico BS : 500+
BT One Voice mobile access : 5,000+
BT Messenger : 50,000+
BT One Phone Mobile App : 10,000+
SW-100.tch by Callstel : 1,000,000+
BT MeetMe with Dolby Voice : 100,000+
Bluetooth Auto Connect : 5,000,000+
AudioBT: BT audio GPS/SMS/Text : 50,000+
BV : 100+
Feel Performer : 10,000+
Tiny Call Confirm : 1,000,000+
CB Radio Chat - for friends! : 1,000,000+
CB On Mobile : 100,000+
Virtual Walkie Talkie : 1,000,000+
Channel 19 : 100,000+
Cb browser : 50+
CF Chat: Connecting Friends : 100+
retteMi.ch : 5,000+
Chrome Dev : 5,000,000+
CJ Browser - Fast & Private : 100+
CJ DVD Rentals : 100+
CK Call NEW : 10+
CM Transfer - Share any files with friends nearby : 5,000,000+
mail.co.uk Mail : 5,000+
ClanPlay: Community and Tools for Gamers : 1,000,000+
CQ-Mobile : 1,000+
CQ-Alert : 500+
QRZ Assistant : 100,000+
Pocket Prefix Plus : 10,000+
Ham Radio Prefixes : 10,000+
CS Customizer : 1,000+
CS Browser | #1 & BEST BROWSER : 1,000+
CS Browser Beta : 5,000+
My Vodafone (GR) : 1,000,000+
IZ2UUF Morse Koch CW : 50,000+
C W Browser : 100+
CW Bluetooth SPP : 100+
CW BLE Peripheral Simulator : 500+
Morse Code Reader : 100,000+
Learn Morse Code - G0HYN Learn Morse : 5,000+
Ring : 10,000+
Hyundai CX Conference : 50+
Cy Messenger : 100+
Amadeus GR & CY : 100+
Hlášenírozhlasu.cz : 10+
SMS Sender - sluzba.cz : 1,000+
WEB.DE Mail : 10,000,000+
Your Freedom VPN Client : 5,000,000+
CallApp: Caller ID, Blocker & Phone Call Recorder : 10,000,000+
Rádio Sol Nascente DF : 500+
DG Card : 100+
Whoscall - Caller ID & Block : 10,000,000+
DK Browser : 10+
cluster.dk : 1,000+
DK TEL Dialer : 50+
DM for WhatsApp : 5,000+
DM Talk New : 5,000+
DM - The Offical Messaging App : 10+
DM Tracker : 1,000+
Call Blocker & Blacklist : 1,000+
ReadyOp DT : 1,000+
DU Browser—Browse fast & fun : 10,000,000+
Caller ID & Call Block - DU Caller : 5,000,000+
BlueDV AMBE : 1,000+
DW Contacts & Phone & Dialer : 1,000,000+
Deaf World DW : 10,000+
Ham DX Cluster & Spots Finder : 5,000+
Mircules DX Cluster Lite : 5,000+
3G DZ Configuration : 50,000+
chat dz : 100+
love sms good morning : 5,000+
Goodbox - Mega App : 100,000+
Call Blocker - Blacklist, SMS Blocker : 1,000,000+
[EF]ShoutBox : 100+
Eg Call : 10,000+
ei : 10+
EJ messenger : 10+
Ek IRA : 10+
Orfox: Tor Browser for Android : 10,000,000+
EO Mumbai : 10+
EP RSS Reader : 100+
Voxer Walkie Talkie Messenger : 10,000,000+
ES-1 : 500+
Hangouts Dialer - Call Phones : 10,000,000+
EU Council : 1,000+
Council Voting Calculator : 5,000+
Have your say on Europe : 500+
Programi podrške EU : 100+
Inbox.eu : 10,000+
Web Browser for Android : 1,000,000+
Everbridge : 100,000+
Best Auto Call Recorder Free : 500+
EZ Wifi Notification : 10,000+
Test Server SMS FA : 5+
Lite for Facebook Messenger : 1,000,000+
FC Browser - Focus Privacy Browser : 1,000+
EHiN-FH conferenceapp : 100+
Carpooling FH Hagenberg : 100+
Wi-Fi Auto-connect : 1,000,000+
Talkie - Wi-Fi Calling, Chats, File Sharing : 500,000+
WeFi - Free Fast WiFi Connect & Find Wi-Fi Map : 1,000,000+
Sat-Fi : 5,000+
Portable Wi-Fi hotspot Free : 100,000+
TownWiFi | Wi-Fi Everywhere : 500,000+
Jazz Wi-Fi : 10,000+
Sat-Fi Voice : 1,000+
Free Wi-fi HotspoT : 50,000+
FN Web Radio : 10+
FNH Payment Info : 10+
MARKET FO : 100+
FO OP St-Nazaire : 100+
FO SODEXO : 100+
FO RCBT : 100+
FO Interim : 100+
FO PSA Sept-Fons : 100+
FO AIRBUS TLSE : 1,000+
FO STELIA Méaulte : 100+
FO AIRBUS Nantes : 100+
Firefox Focus: The privacy browser : 1,000,000+
FP Connect : 100+
FreedomPop Messaging Phone/SIM : 500,000+
FP Live : 10+
HipChat - beta version : 50,000+

There are too many apps for this category

In [72]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'TOOLS':
        print(name, ':', installs)

Google : 1,000,000,000+
Google Translate : 500,000,000+
Moto Display : 10,000,000+
Motorola Alert : 50,000,000+
Motorola Assist : 50,000,000+
Moto Suggestions ™ : 1,000,000+
Moto Voice : 10,000,000+
Calculator : 100,000,000+
Device Help : 100,000,000+
Account Manager : 100,000,000+
myMetro : 10,000,000+
File Manager : 50,000,000+
My Telcel : 50,000,000+
Calculator - free calculator, multi calculator app : 10,000,000+
ASUS Sound Recorder : 10,000,000+
iWnn IME for Nexus : 5,000,000+
Samsung Max - Data Savings & Privacy Protection : 10,000,000+
Android TV Remote Service : 1,000,000+
ZenUI Help : 10,000,000+
Calculator - free calculator ,multi calculator app : 100,000+
SHAREit - Transfer & Share : 500,000,000+
ZenUI Keyboard – Emoji, Theme : 10,000,000+
Files Go by Google: Free up space on your phone : 10,000,000+
SD card backup : 1,000,000+
Nokia mobile support : 5,000,000+
File Manager -- Take Command of Your Files Easily : 10,000,000+
Samsung Calculator : 100,000,000+
Clear : 10,000,000+
Phone : 10,000,000+
HTC Lock Screen : 10,000,000+
Gboard - the Google Keyboard : 500,000,000+
Google Korean Input : 100,000,000+
AT&T Smart Wi-Fi : 10,000,000+
Google app for Android TV : 10,000,000+
Sound Recorder: Recorder & Voice Changer Free : 10,000,000+
Remote Link (PC Remote) : 10,000,000+
HTC Sense Input : 10,000,000+
Share Music & Transfer Files - Xender : 100,000,000+
App vault : 10,000,000+
TouchPal Keyboard for vivo : 1,000,000+
Google Assistant Go : 500,000+
My love : 10,000,000+
DuraSpeed : 10,000,000+
HTC Sense Input-LV : 50,000+
HTC Sense Input-CA : 100,000+
HTC Sense Input-AR : 100,000+
Digital Alarm Clock : 10,000,000+
Alarm Clock Free : 10,000,000+
Puzzle Alarm Clock ⏰ : 1,000,000+
Alarm Clock : 5,000,000+
I Can't Wake Up! Alarm Clock : 1,000,000+
High-Powered Flashlight : 10,000,000+
Brightest Flashlight - LED Light : 50,000,000+
LED Flashlight : 10,000,000+
Tiny Flashlight + LED : 100,000,000+
Flashlight & LED Torch : 10,000,000+
Color Flashlight : 50,000,000+
CM Flashlight (Compass, SOS) : 5,000,000+
Flashlight HD LED : 50,000,000+
Flashlight - Torch LED Light : 10,000,000+
Super Flashlight + LED : 5,000,000+
Brightest LED Flashlight : 5,000,000+
Brightest Flashlight Free ® : 50,000,000+
Fraction Calculator Plus Free : 5,000,000+
Calculator Plus Free : 10,000,000+
CALCU™ Stylish Calculator Free : 5,000,000+
Mobi Calculator free & AD free! : 5,000,000+
Calculator with Percent (Free) : 1,000,000+
Graphing Calculator : 1,000,000+
Unit Converter : 1,000,000+
Calculator ++ : 1,000,000+
MyScript Calculator : 10,000,000+
ConvertPad - Unit Converter : 10,000,000+
Unit Converter Pro : 1,000,000+
Classic Calculator : 5,000,000+
Scientific Calculator Free : 1,000,000+
weight conversion calculator : 100,000+
Age Calculator : 1,000,000+
EzCalculator : 100,000+
SuperVPN Free VPN Client : 50,000,000+
Hideman VPN : 5,000,000+
Fast Secure VPN : 1,000,000+
Free & Premium VPN - FinchVPN : 1,000,000+
Hotspot Shield Free VPN Proxy & Wi-Fi Security : 50,000,000+
OpenVPN Connect – Fast & Safe SSL VPN Client : 10,000,000+
VPN - Fast, Secure & Unlimited WiFi with VyprVPN : 1,000,000+
FREEDOME VPN Unlimited anonymous Wifi Security : 1,000,000+
SurfEasy Secure Android VPN : 5,000,000+
TunnelBear VPN : 5,000,000+
VPN Free - Betternet Hotspot VPN & Private Browser : 10,000,000+
Smart Keyboard Trial : 10,000,000+
Emoji keyboard - Cute Emoticons, GIF, Stickers : 50,000,000+
GO Keyboard - Cute Emojis, Themes and GIFs : 100,000,000+
Google Handwriting Input : 10,000,000+
Wifi Analyzer : 10,000,000+
Network Signal Info : 1,000,000+
Speedtest by Ookla : 100,000,000+
osmino Wi-Fi: free WiFi : 10,000,000+
WiFi Overview 360 : 1,000,000+
Speedcheck : 1,000,000+
Internet Speed Meter Lite : 10,000,000+
Wifi Inspector : 5,000,000+
WiFi Automatic : 1,000,000+
NETGEAR WiFi Analytics : 1,000,000+
Keypad Lock Screen : 10,000,000+
photo keypad lockscreen : 10,000,000+
CM Locker - Security Lockscreen : 100,000,000+
Solo Locker (DIY Locker) : 10,000,000+
Lock Screen : 1,000,000+
ZERO Lock Screen : 1,000,000+
AppLock - Fingerprint : 10,000,000+
Applock : 100,000,000+
Smart AppLock (App Protect) : 10,000,000+
Screen Off and Lock : 10,000,000+
Screen Lock : 1,000,000+
Flashlight : 10,000,000+
B-BLE(BLE4.0 Scan) : 10,000+
Servers Ultimate Pack B : 50,000+
Clean Master- Space Cleaner & Antivirus : 500,000,000+
Bridge-C - Get More Storage : 1,000+
Screen Lock - with Fingerprint Simulator : 10,000,000+
Tuner - gStrings Free : 10,000,000+
Lookout Security & Antivirus : 100,000,000+
Video Downloader for Facebook : 50,000,000+
FlashLight F.Light : 100,000+
F-Secure SENSE : 5,000+
F-Secure KEY Password manager : 100,000+
F-Secure SAFE : 500,000+
F-Secure AV Test : 50,000+
F-Secure Mobile Security : 500,000+
F : 500+
Convert degree Celsius to Fahrenheit or °F to °C : 5,000+
Google Now Launcher : 100,000,000+
Speedometer with G-FORCE meter : 50,000+
Car G-Force Meter : 10,000+
HSPA+ Tweaker (3G booster) : 5,000,000+
DNS Changer - BEST (Gprs/Edge/3G/H/H+/4G) : 5,000+
Force LTE Only : 1,000,000+
Mobile Number Tracker : 5,000,000+
I Screen Dialer : 1,000,000+
J Touch : 100,000+
Smart TV Remote : 10,000,000+
K keyboard - Myanmar : 100,000+
K-Chiing VPN (Free) : 5,000+
360-M Flight : 10,000+
GTS-M : 5,000+
M Notifier for M Launcher : 100,000+
O Launcher 8.0 for Android™ O Oreo Launcher : 1,000,000+
AC Remote for O General - NOW FREE : 50,000+
O Launcher : 100,000+
O Multiple - App Cloner, Duals APP, tarallel : 50,000+
Super P Launcher for Android P 9.0 launcher, theme : 100,000+
P9 Launcher - Android™ 9.0 P Launcher Style : 100,000+
Android P Rotation : 10,000+
Android P Launcher 9.0 launcher : 10,000+
Q-See QC View : 100,000+
Q Remote Control : 500,000+
myQ : 100,000+
QR Code Reader : 50,000,000+
Q Call : 1,000+
Q-See QT View : 100,000+
.R : 10,000+
R File Manager : 50+
360 Security - Free Antivirus, Booster, Cleaner : 100,000,000+
S Player - Lightest and Most Powerful Video Player : 1,000,000+
Samsung Smart Switch Mobile : 100,000,000+
S S9 Launcher - Galaxy S8/S9 Launcher, theme, cool : 1,000,000+
S Pen Keeper : 50,000+
T-Mobile : 10,000,000+
T-Mobile Visual Voicemail : 50,000,000+
AT&T FamilyMap® : 10,000,000+
Don't touch my phone : 5,000,000+
U-Scan : 50,000+
Parallel U - App Cloner, Duals APP, tarallel : 500,000+
U get - Wireless Speed Test : 5,000+
U Guard : 10,000+
Remote For ATT U-verse TV - NOW FREE : 5,000+
Ace Screen Recorder w facecam : 100,000+
WIFI WPS WPA TESTER : 10,000,000+
Flashlight Free w/ compass : 10,000+
App Lock: Locker w/ fingerprint, Parental Control : 1,000,000+
Open in WhatsApp (click to chat) : 1,000,000+
WPSApp : 10,000,000+
X-VPN - Free Unlimited VPN Proxy : 5,000,000+
Phone X Launcher, OS 11 iLauncher & Control Center : 5,000,000+
Lock Screen Phone X Style OS 11 : 100,000+
Control Center iOS 11 - Phone X Control Panel : 100,000+
X-plore File Manager : 10,000,000+
Flashlight X : 1,000,000+
iSwipe Phone X : 1,000,000+
X Home Bar - Free : 100,000+
[ROOT] X Privacy Installer : 1,000,000+
Control Center iOS 11 - Phone X notifications : 50,000+
Antivirus & Mobile Security : 10,000,000+
Flashlight Ultimate : 1,000,000+
Avast Mobile Security 2018 - Antivirus & App Lock : 100,000,000+
ZArchiver : 10,000,000+
Zapya - File Transfer, Sharing : 10,000,000+
CPU-Z : 10,000,000+
Moto Z Market : 1,000,000+
AB Screen Recorder : 10,000+
Universal AC Remote Control : 1,000,000+
Smart Air Conditioner : 500,000+
AC Remote Control : 100,000+
Air conditioner remote control : 1,000,000+
AC WIFI : 10,000+
A/C Air Conditioner Remote : 1,000,000+
Smart Air Conditioner(CAC) : 50,000+
Carrier Air Conditioner : 100,000+
AC Troubleshooter : 10,000+
TOSHIBA Smart AC : 10,000+
Trane Interactive Smart AC : 10,000+
AC remote control mobile : 100,000+
AC Remote for Haier - NOW FREE : 50,000+
AC Remote for Daikin - NOW FREE : 50,000+
A/C Universal Remote Control : 1,000,000+
AC Remote for LG - NOW FREE : 100,000+
Plug-in app (System AC) : 10,000+
AC Remote for Midea - NOW FREE : 100,000+
Ac remote control : 50,000+
Mi Remote controller - for TV, STB, AC and more : 10,000,000+
AC Remote For LG : 100,000+
Hi-Smart AC : 1,000+
AC Remote for Sharp - NOW FREE : 50,000+
AC Remote for Samsung - NOW FREE : 100,000+
AC Remote for Carrier - NOW FREE : 10,000+
AC & TV, DVD, Set Top Box - Remote control IR : 1,000,000+
ac remote control : 500,000+
AppBrain Ad Detector : 1,000,000+
AdClear Ad blocker for Samsung : 500,000+
Adguard Content Blocker : 1,000,000+
Ad Detector : 50,000+
Anti Adware : 1,000,000+
Ad Block REMOVER - NEED ROOT : 100,000+
Photo Compress 2.0 - Ad Free : 1,000,000+
Emo Ads Blocker Browser : 100,000+
Apps Ads Detector : 100,000+
AE Order : 1,000+
AE Manager : 100+
AppFinder by AppTap : 5,000,000+
DSLR Blur Camera Auto Focus : 10,000+
AppLock : 100,000,000+
Ag Tools : 1,000+
AG Screen Recorder : 1,000+
SOLEM AG : 1,000+
BRL AG : 100+
AG test : 100+
AG Track : 100+
WoW AH Tracker : 10,000+
Cathy AH : 1+
SMS AI Bot : 10,000+
Ai File Viewer : 10,000+
ParaTek Ai Speech generator : 50,000+
AI Benchmark : 5,000+
Virtual Eye AI : 500+
AK47 Assault Rifle : 10,000+
AK Booster : 10,000+
Where Am I? : 100,000+
A. O. Smith : 10,000+
AP Manager : 10,000+
Access Point Browser : 1,000+
AP Installer : 5,000+
Access Point Proximity : 1,000+
UniFi : 500,000+
Ap Video Downloader for fb New 2018 : 100,000+
HotSpot Tethering Free/WiFi AP : 100,000+
Fate GO Ap Counter : 1,000+
APN Settings : 1,000,000+
AQ wisdom + : 100+
AQ SMS Notify : 10+
QR BARCODE SCANNER : 10,000,000+
ARuler - AR Ruler app, Measure tools : 100,000+
Image 2 Wallpaper : 5,000,000+
Powershop AU : 10,000+
AVG AntiVirus 2018 for Android Security : 100,000,000+
AV Tools : 100,000+
Remote for Onkyo AV Receivers & Smart TV/Blu-Ray : 100,000+
LG AV REMOTE : 1,000,000+
Norton Security and Antivirus : 10,000,000+
Remote For Pioneer AV Receivers and Blu-Ray : 50,000+
Kaspersky Mobile Antivirus: AppLock & Web Security : 50,000,000+
Samsung TV AV Guide 2016 : 5,000+
Bitdefender Antivirus Free : 1,000,000+
Avast Cleanup & Boost, Phone Cleaner, Optimizer : 10,000,000+
Analog Clock AW Plus-7 : 100,000+
Analog Clock AW-7 : 100,000+
Watch AW-7 : 50,000+
Digital Clock AW-7 : 100,000+
Analog and Digital Clock AW-7 : 50,000+
AW CAMERA : 100+
AW Browser with Chrome Custom Tabs : 500+
Roman Clock AW-7 : 5,000+
Square Analog Clock AW-7 : 50,000+
Axxess AX-DSP : 5,000+
AX Window : 5+
Axxess Updater : 10,000+
AX-PIC Pedidos : 1,000+
AY Recorder - Screen Recorder, Live, Video Editor : 500+
Ay Yıldız Keyboard : 1,000+
Display Phone Screen On TV : 1,000,000+
AZ Screen Recorder pro : 5,000+
AZ PLAYER HD : 10,000+
AZ REMOTE CONTROL : 50,000+
Loreal - BA Makeup : 1,000+
Elif Ba Oyunu : 5,000+
BC Wildfire : 5,000+
BD tools : 10,000+
Remote for Samsung TV & BluRay Players (Read Desc) : 500,000+
Vehicle Case Checker BD : 10,000+
Remote for Sony TV & Sony Blu-Ray Players MyAV : 1,000,000+
Remote for Panasonic TV+BD+AVR : 100,000+
Unseen - No Last Seen : 5,000,000+
BF-Calc : 100,000+
BG Advisor™ : 1,000+
HTC Sense Input-BG : 100,000+
HTC Sense Input - BG : 10,000+
ReactNative BG Geolocation : 1,000+
Simple Photo BG Changer : 10+
BG Remover & Eraser Pro : 500+
BG-FLEET : 10+
Bg+ Call Blocker : 10,000+
ScorePal : 10,000+
GEM™ : 500+
VIVA BH : 100,000+
bi-Cube Mobile Token : 1,000+
All Language Translator : 5,000,000+
Virtual DJ Sound Mixer : 500,000+
Metal Detector Pro 2015 : 100,000+
BK Formula Calculator 2 : 100+
Service Disabler : 100,000+
BK Formula Calculator : 100+
K-Rain BL : 1,000+
BM Online OEC Verification : 100,000+
TuenMun BM : 1,000+
BM speed test : 10+
Sam.BN : 1,000+
BP Assist : 100+
BQ Services : 1,000,000+
BQ Scan : 100+
Software Update : 1,000,000+
BQ Scanner : 100+
System Update Free : 100,000+
Free antivirus and VPN : 1,000,000+
Simple Gallery : 1,000,000+
Zetup, print in one click : 1,000+
Next Portuguese(BR) Langpack : 100,000+
BS Battery+ : 50,000+
BS Where Am I : 50+
BS TRACK CLIENT : 10+
CABLE SIZE CALCULATOR BS 7671 : 100,000+
VOLT DROP CALCULATOR BS 7671 : 10,000+
BTNotification : 5,000,000+
Little Magnet BT : 100,000+
BT Notifier : 1,000,000+
Bt Notifier -Smartwatch notice : 500,000+
ProGrade BT : 500+
BT Controller : 1,000,000+
Mediatek SmartDevice : 1,000,000+
LG BT Reader Plus : 500,000+
Bluetooth Control BT->uC FREE : 10,000+
Autool BT-BOX : 500+
BT Remote (SPP) for Bluetooth : 10,000+
BT Satmeter : 100+
Battery Notifier BT Free : 1,000,000+
BT Position Sender - Bluetooth Position Sender : 10+
OSRAM BT Control : 1,000+
Jabbla BT : 100+
SenseView BT Zephyr Sensor : 5,000+
VictronConnect : 50,000+
BW Smart : 5,000+
BW SmartLife : 100+
Bixby Button Remapper - bxActions : 1,000,000+
Bx Access 4d : 100+
QR & Barcode Scanner BX PRO : 1,000+
LEDSHOWTW : 500+
Limbo PC Emulator QEMU ARM x86 : 1,000,000+
Project Fi by Google : 1,000,000+
BZ Conferencing : 1,000+
WISE- MOBILE PORTAL : 500+
Putzmeister Experts : 1,000+
Bubble : 5,000,000+
CA Mobile OTP : 100,000+
CA Auth ID : 10,000+
CA DMV : 1,000,000+
CB Frequencies FREE! : 100,000+
Frequencies Free : 100,000+
CBRadioTab : 50,000+
CB SMART LIFE : 500+
CB SmartCAR Monitor : 10+
Antenna Tool : 50,000+
CD View Lite : 100+
Disc Label Print : 10,000+
CD View : 500+
РееI Smart Remote MP3 CD Player : 5,000+
CE on the go : 10,000+
CE Smart : 100+
CCleaner : 50,000,000+
Terminal Emulator for Android : 10,000,000+
Ceasa CE : 50+
CF.lumen : 100,000+
CF-Bench : 100,000+
iOBD2-CF : 500+
CF cal : 10,000+
CG Shikshak Mitan : 50,000+
CG 3D Model Viewer: view 3D models interactively : 100+
CG Wizard : 100+
Bhunaksha CG : 10,000+
gps tracker cg : 50+
Green Build - An unofficial Travis CI client : 100+
mySharpBranded CI Test : 1+
Mesure CI : 500+
CK Shop : 1,000+
CL Reader for Craigslist(For sale, jobs, rental..) : 1,000+
CL REPL : 1,000+
CL Keyboard - Myanmar Keyboard (No Ads) : 5,000+
CL Notifier : 100+
MPS CL : 10+
Turnotronik CL : 10+
Security Master - Antivirus, VPN, AppLock, Booster : 500,000,000+
Clean Master Lite - For Low-End Phone : 50,000,000+
CM Security Open VPN - Free, fast unlimited proxy : 1,000,000+
CM Security Lite - Antivirus : 10,000,000+
CM Apps : 100,000+
CM AppLock : 100,000+
Ruler(cm, inch) : 500,000+
AppLock - Fingerprint Unlock : 5,000,000+
Battery Doctor-Battery Life Saver & Battery Cooler : 100,000,000+
Speed Booster - Ram, Battery & Game Speed Booster : 1,000,000+
CM FILE MANAGER : 50,000,000+
Height Converter feet-inch cm : 100,000+
CM Secure Browser (Authorized) : 100,000+
📏 Smart Ruler ↔️ cm/inch measuring for homework! : 10,000+
Ruler cm : 100,000+
Length Converter: convert mm,cm,m, feet,yard,mile : 50,000+
CM AppLock Fingerprint 2018 : 100,000+
m, cm, mm to yard, feet, inch converter tool : 100,000+
Calculator CM : 500+
Inches to cm conversion : 10,000+
Centimeter Ruler : 10,000+
CM S Pen Add-on(ROOT) : 10,000+
Ruler : 1,000,000+
Ruler & Area Measurement (cm, inch) : 10,000+
Inches to Centimeters : 100,000+
Speed Test - WiFi / Cellular speed test : 1,000,000+
cm to inches | centimeters to inches conversion : 5,000+
In to cm : 10+
Co Checker : 1,000+
Remote | Fire TV | Android TV | KODI | CetusPlay : 1,000,000+
Hercules CP Mobile : 1,000+
Poke Genie - Safe IV Calculator : 1,000,000+
IV Calc CP Calculator Toolkit : 10,000+
gCMOB : 1,000,000+
Ditto CP Calculator GO : 1,000+
Evolve CP Calc. for PokemonGo : 10,000+
Contents Provider(C.P.)Explorer : 100+
Calcy IV : 1,000,000+
Meu Calendário CP : 100+
CQ Key : 100+
Webmail web mobile app : 100,000+
Battle Result Predictor for CR : 1,000,000+
Deck Advisor for CR : 5,000,000+
Card Creator for CR : 10,000,000+
Deck Analyzer for CR : 100,000+
Deck Simulator for CR : 10,000+
Counter Deck Calculator for CR : 500,000+
CR Calculator : 50,000+
DCUO|CR Calculator Lite : 10,000+
CR -Call Recorder : 100+
JavaScript Editor CR : 5,000+
Chest Tracker for Clash Royale : 5,000,000+
Java Editor CR : 50,000+
XML Editor CR : 5,000+
CR Tracker for Chests : 50+
Helper for CS:GO : 10,000+
CT - DTC Lookup : 10,000+
Simpli CT : 100+
Remote CT - Smart Remote : 1,000,000+
HTC Transfer Tool : 5,000,000+
Free CV Creator : 10,000+
CV maker for Job Applications and Resume Maker : 10,000+
CV Maker for Job Applications:Photo Resume Builder : 10,000+
Easy Resume Builder, Resume help, Curriculum vitae : 50,000+
Resume Maker / CV creator & Templates : 5,000+
My CW : 100+
Morse Notifier Free : 1,000+
Cx File Explorer : 10,000+
CX Ram Booster : 500+
Secret Codes For Android : 500,000+
ABTO CY-ET1 : 100+
CZ File Manager : 1,000,000+
HTC Sense Input - CZ : 10,000+
CZ Kompas : 10+
What is my IP address : 500,000+
Master for Minecraft(Pocket Edition)-Mod Launcher : 50,000,000+
Translate: text & voice translator : 5,000,000+
The Zueira's Voice : 1,000,000+
Battery Calibration : 5,000,000+
FVD - Free Video Downloader : 10,000,000+
Download Manager for Android : 10,000,000+
SQLite DB Reader : 50,000+
DB Browser : 50,000+
Sound Meter : 10,000,000+
dB: Sound Meter Pro : 5,000+
dB Sound Level Meter : 10,000+
DB Sound Meter: Measure Noise Level- Decibel Meter : 10,000+
Check DB Benchmark : 100+
dB Meter - measure sound & noise level in Decibel : 10,000+
DB LINK RGB : 500+
DB TOS - Pocket Helper : 10,000+
Patron DB : 5,000+
Bowers & Wilkins DB Subwoofers : 10,000+
dB Sound Meter : 5,000+
Preferences Manager and SQLite DB Viewer : 1,000+
SW-DB : 10,000+
DC Universe Online Map : 50,000+
Vote 4 DC : 1,000+
APUS File Manager (Explorer) : 50,000,000+
Easy Language Translator : 10,000,000+
Satellite Director : 10,000,000+
df : 1,000+
Digital Falak : 50,000+
DF-CAM : 100+
DF Wall Plus – Droid Firewall : 500+
DF SmartPlus : 10+
ProconLegis-DF : 5+
Consultar Infracciones de Transito DF y Mexico : 10+
PDF Reader – PDF Editor 2018 : 500,000+
DG Smart life : 1,000+
Roland DG Mobile Panel : 1,000+
DG-App : 500+
Digoo·Cloud : 10,000+
DiskDigger photo recovery : 50,000,000+
Automatic Call Recorder : 100,000,000+
Virtual DJ Mixer : 100,000+
Mix Virtual DJ 2018 : 100,000+
Advanced Download Manager : 10,000,000+
GetThemAll Any File Downloader : 5,000,000+
Downloader & Private Browser : 50,000,000+
Download All Files : 10,000,000+
Download Accelerator Plus : 1,000,000+
Download Manager : 10,000,000+
Fast Download Manager : 1,000,000+
Turbo Download Manager (and Browser) : 5,000,000+
Download Blazer : 5,000,000+
Download Manager For Android Free : 100,000+
Turbo Downloader : 5,000,000+
Advanced Download Manager Holo : 1,000,000+
G-Download Manager : 50,000+
TorrDroid - Torrent Downloader : 1,000,000+
Download Manager - File & Video : 1,000,000+
DM airdisk : 1,000+
DM HiDisk : 5,000+
DM airdisk Pro : 1,000+
DM security - Dragon Mobile : 1,000+
DM 24/7 : 1,000+
DM AirDisk HDD : 100+
DM AirDisk NAS : 50+
File Viewer for Android : 1,000,000+
EasyNote Notepad | To Do List : 1,000,000+
Download Instant DP (Full HD) : 100,000+
DQ Akses : 1+
Anti-virus Dr.Web Light : 100,000,000+
dr.fone - Recovery & Transfer wirelessly & Backup : 5,000,000+
Dr. Battery - Fast Charger - Super Cleaner 2018 : 1,000,000+
Dr. Safety - Antivirus, Booster, Cleaner, AppLock : 10,000,000+
Dr.Web Security Space : 10,000,000+
Dr. Booster - Boost Game Speed : 10,000,000+
DS finder : 500,000+
DS get : 5,000,000+
DS cloud : 500,000+
DS router : 50,000+
DS Creator 2.0 : 500+
DS App Manager : 1,000+
DS Connector 2.0 : 500+
NDS-controller : 1,000+
Deep Sleep Battery Saver : 1,000,000+
DS Flashlight : 10,000+
DT Smart : 1,000+
DT Baby Cam : 500+
DT future1 cam : 50+
WhatsVPN - Unlimited Free VPN : 500,000+
Cache Cleaner-DU Speed Booster (booster & cleaner) : 100,000,000+
DU Battery Saver - Battery Charger & Battery Life : 100,000,000+
DU Antivirus Security - Applock & Privacy Guard : 10,000,000+
DU Cleaner – Memory cleaner & clean phone cache : 10,000,000+
DU Security : 100,000+
DU Browser Mini(Small&Fast) : 1,000,000+
Lock Screen - DU Locker & Lock screen wallpaper : 100,000+
DU Emoji Keyboard（Simeji） : 500,000+
DU Flashlight - Brightest LED & Flashlight Free : 5,000,000+
Upgrade for Android DU Master : 1,000,000+
GO Security－AntiVirus, AppLock, Booster : 10,000,000+
AKASO DV : 10,000+
Selfie DV : 1,000+
SDV Cam : 10,000+
DV Portfolio : 50+
DV - Digito Verificador : 500+
SportCAM : 100,000+
DW VMAX : 100,000+
DW Contacts Wear : 5,000+
Digi Dex for DW Next Order @PS4 : 10,000+
DW Timer : 100+
DW Uninstall Applications : 10+
DW Cleaner : 500+
DW Missed call cleaner patch : 5,000+
KeePass DX : 5,000+
DX Spots Free : 1,000+
DX Alert : 1,000+
MBU DX Cluster : 500+
edp re:dy : 10,000+
edp re:dy smarthome : 5,000+
Hidden Camera Detector : 10,000+
3G/4G Config Dz : 100,000+
Files To SD Card Pro : 100,000+
My Ooredoo Algeria : 100,000+
DZ sim : 10,000+
3G to 4G Converter - Simulator : 10,000+
Dz Camera : 10+
Bihar Land Records - RoR and EB Quick Pay : 1,000+
TNEB Reading : 10,000+
Tamilnadu Electricity Info : 10,000+
Punjab Online - Land Records • EB Bill Pay • RC/DL : 5,000+
energyly (TNEB,BESCOM,MH,DL..) : 10,000+
TN Patta, Chitta, EC : 100,000+
TN Patta Chitta EC Info : 100,000+
Barry EC : 1,000+
Walk Freely (Ec Shlire) : 1,000+
EC Apps List : 100+
Victoria EC : 500+
EC Designer 2.0 : 50+
Kiamichi EC : 1,000+
HOLSTON EC : 1,000+
Marítimo EC : 10+
EF Utilities : 5+
EG Movi : 1,000+
Energenie EG-PM1W Setup Wizard : 1,000+
qEG APP / Química EG SRL : 10+
VITEK EH DVR Viewer (Pro) : 10,000+
EH kontrollrakendus : 5,000+
Ei Electronics AudioLINK : 10,000+
Code on the egg : 10,000+
EI Calculator : 100+
Verdant EI : 50+
ei Calc : 10+
Painel EJ SSH - INTERNET GRÁTIS : 50+
Alex Fuel Calculator for EK : 500+
Sanu Ek Pal Chain - Raid : 500+
SIM Card Info : 1,000,000+
The translator : 1,000,000+
Instabridge - Free WiFi Passwords and Hotspots : 10,000,000+
Keyboard ManMan : 10,000,000+
HTC Sense Input - EN : 5,000,000+
Bluetooth Pair : 1,000,000+
ep-liggare - Elektronisk personalliggare : 100+
Tester EP : 100+
EP Kalkulator el. energije : 100+
ES App Locker : 1,000,000+
ES File Explorer : 100,000+
ES Dark Theme for free : 1,000,000+
ES Classic Theme : 1,000,000+
ES Holo Theme : 500,000+
ES File Explorer & Manager, Locker Xplorer 2018 : 1,000+
ES Summer Chill Theme for Free : 100,000+
OpenGL ES Extensions - The OpenGL Utility : 50,000+
File Ex - ES File Explorer : 1,000+
OpenGL ES CapsViewer : 10,000+
OpenGL-ES Info : 10,000+
Dr. ES PV Calculator : 500+
ES File Explorer & File Manager 2018 : 5,000+
HTC Sense Input - ES : 1,000,000+
2019 Tricks Es File Explores : 1,000+
RAR : 50,000,000+
File Manager by Xiaomi: release file storage space : 10,000,000+
Moto File Manager : 10,000,000+
Epson iPrint : 10,000,000+
Schengen/EU App : 1,000+
HondaLink EV : 10,000+
EV Finder : 1,000+
Texas Hold'em EV Calculator : 1,000+
EV Calculator : 1,000+
Mee-EW : 5+
EW Widgets for Zooper : 100+
EW Neuron Scan : 10+
EdiRange : 100,000+
Ex Explorer : Dual view exproler / file manager : 50,000+
Papyrus Ex : 100,000+
Fuel Calculator for EY : 1,000+
Third Eye : 1,000,000+
Hey That's Pretty Good! : 10,000+
EZ Cleaner - Booster Optimizer : 500,000+
EZ Bluetooth : 50,000+
EZ-GUI Ground Station : 50,000+
E-Z App™ Train Control : 1,000+
EZ App Installer : 100,000+
EZ Pass : 5,000+
EZ-VPNGate : 5,000+
EZ LED : 1,000+
EZ Screenshot : 5,000+
EZ Utilities Extension : 5,000+
EZ-Placard - Free Placard Calculator : 1,000+
HTC Sense Input - FA : 100,000+
Farsi Keyboard : 1,000,000+
Authy 2-Factor Authentication : 1,000,000+
Flash Light on Call & SMS : 1,000,000+
Mini for fb lite : 100,000+
Video Downloader For FB: Save FB Videos 2018 : 50,000+
Video Download For FB : 100,000+
Video Downloader for FB : 5,000+
Download Facebook Photo Albums : 100,000+
FD Shift Calendar Widget : 100,000+
FD CANNECT : 1+
FE Connect : 5,000+
FE IP : 1,000+
FE Connect Fhoton : 100+
FG On-The-Go : 1,000+
FG Finder : 10,000+
FH CODE : 100+
My Truck : 10,000+
Signal Info : 10,000+
Signal Spy - Monitor Signal Strength & Data Usage : 100,000+
LG Hi-Fi Plus Manager : 10,000+
[root] Pry-Fi : 500,000+
Wi-Fi settings shortcut : 50,000+
Wi-Fi Master : 500,000+
Wi-Fi Visualizer : 50,000+
HD Wallpaper - Toyota FJ Cruiser : 100+
FJ WiFi HDD : 5,000+
FJ-link : 10+
FK Crvena Zvezda Izzy : 50,000+
Florida 511 : 50,000+
Lottery Ticket Checker - Florida Results & Lotto : 500+
Calculator Fn : 500+
Fo File Manager : 100,000+
Fon WiFi App – WiFi Connect : 50,000+
MOD-MASTER for Minecraft PE (Pocket Edition) Free : 10,000,000+
Draw with FP sDraw : 100,000+
Fingerprint Quick Action : 1,000,000+
FP Opgaver : 1,000+
Finger Scanner Gestures : 100,000+
FreedomPop Friends for Free Data : 5,000+
Fisher-Price® Smart Connect™ : 50,000+
Fingerprint Lock Screen Prank : 1,000,000+
FP NFC Rewrite : 1,000+
FreedomPop Diagnostics : 100,000+
ChopAssistant : 50,000+
Reindeer VPN - Proxy VPN : 100,000+
Inf VPN - Global Proxy & Unlimited Free WIFI VPN : 1,000,000+
FR Roster : 5,000+
My FR App : 100+
HTC Sense Input - FR : 100,000+

There are too many apps for this category

In [73]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'AUTO_AND_VEHICLES':
        print(name, ':', installs)

Monster Truck Stunt 3D 2019 : 100,000+
Real Tractor Farming : 1,000,000+
Ultimate F1 Racing Championship : 100,000+
Used Cars and Trucks for Sale : 1,000,000+
American Muscle Car Race : 100,000+
Offroad Oil Tanker Driver Transport Truck 2019 : 100,000+
Tickets SDA 2018 and Exam from the State Traffic Safety Inspectorate with Drom.ru : 100,000+
Gas Prices (Germany only) : 50,000+
Extreme Rally Championship : 100,000+
Restart Navigator : 100,000+
REG - Check the regnumber, find information about Swedish vehicles : 100,000+
CityBus Lviv : 10,000+
CDL Practice Test 2018 Edition : 100,000+
ezETC (ETC balance inquiry, meter trial, real-time traffic) : 1,000,000+
Free VIN Report for Used Cars : 100,000+
DMV Permit Practice Test 2018 Edition : 100,000+
Check Vehicle Tax : 10,000+
Used Cars Mexico : 50,000+
Ulysse Speedometer : 5,000,000+
REPUVE : 100,000+
Used cars for sale - Trovit : 5,000,000+
Fines of the State Traffic Safety Inspectorate are official: inspection, payment of fines : 5,000,000+
SK Enca Direct Malls - Used Cars Search : 500,000+
Android Auto - Maps, Media, Messaging & Voice : 10,000,000+
PDD-UA : 100,000+
Tickets SDA 2019 + Exam RF : 500,000+
Super Cars Wallpapers And Backgrounds : 50,000+
Police Lights, Sirens & Follow Me : 100,000+
Police Detector (Speed Camera Radar) : 1,000,000+
Best Car Wallpapers : 100,000+
Tickets + PDA 2018 Exam : 1,000,000+
Pick Your Part Garage : 50,000+
PakWheels: Buy & Sell Cars : 1,000,000+
Supervision service : 500,000+
Speed Camera Detector - Traffic & Speed Alert : 100,000+
Used car search Goo net whole car Go to net : 1,000,000+
CarMax – Cars for Sale: Search Used Car Inventory : 1,000,000+
BEST CAR SOUNDS : 100,000+
RST - Sale of cars on the PCT : 100,000+
AutoScout24 Switzerland – Find your new car : 1,000,000+
Zona Azul Digital Fácil SP CET - OFFICIAL São Paulo : 100,000+
SMS Park : 100,000+
SKencar : 1,000,000+
Fuelio: Gas log & costs : 1,000,000+
auto fines : 1,000,000+
Used car is the first car - used car purchase, used car quotation, dealer information to : 1,000,000+
All of the parking lot - National Park application (parking lot search / parking sharing / discount payment) : 500,000+
Inquiry Fines and Debits of Vehicles : 500,000+
Gas Station : 100,000+
MHD F-Series : 1,000+
m.ride - your motorcycle app : 10,000+
T-Mobile SyncUP DRIVE : 100,000+
AE Garage : 1,000+
Dashboard AE : 10+
AG Fast Service Automotive : 100+
AJ AUTO : 10+
Kymco AK 550 : 1,000+
BG Products : 500+
BG Middle East : 10+
CARS.bg : 100,000+
BH Patrole : 500+
ZUL - Rotativo Digital BH : 10,000+
BM FlexCheck : 100+
autolina.ch has over 120'000 cars on offer. : 10,000+
CJ's Tire & Automotive : 1,000+
Car Search For Craigslist CL Free : 1,000+
CR Monitor : 5+
CR-V Service Manual : 500+
AutoScout24 - used car finder : 10,000,000+
Dt Tracking : 100+
Mini DV : 5,000+
eP Finder : 10+
EV Trip Optimizer for Tesla : 1,000+
CHOSEN - EV Smart Charger : 10+
Bolt - EV Charging Service : 100+
SpeedApp EV : 5+
EZ-ELD Update : 1,000+
EZ-ELD Driver App (Free) : 5,000+
Repair Hyundai Santa Fe : 1,000+
FJ Drive: Mercedes-Benz Lease : 10,000+
FP Transportation : 1+
FR Plus 1.6 : 100+

Most of these apps are either by vehicle manufacturers, for police detection, or selling cars. We can't pick from this category because we do not manufacture vehicles or sell cars. Also we want our app to be used by everyone in the world and we do not have enough resources to detect location of police officials everywhere in the world

In [74]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'EVENTS':
        print(name, ':', installs)

All Events in City : 100,000+
Ticketmaster Event Tickets : 5,000,000+
Reminder : 500,000+
Birdays - Birthday reminder : 50,000+
StubHub - Tickets to Sports, Concerts & Events : 5,000,000+
Fever : 1,000,000+
DroidAdmin for Android - Advice : 10,000+
SeatGeek – Tickets to Sports, Concerts, Broadway : 1,000,000+
my4D : 100,000+
VAN NIAN 2018 - Vietnamese Calendar : 10,000+
Vivid Seats – Event Tickets : 1,000,000+
Name days : 100,000+
LBB - Find New & Unique Things To Do Around You : 100,000+
Happy Birthday Songs Offline : 100,000+
Series Valley of the Wolves full of part : 50,000+
Mummatikabalkuragi : 1,000+
Gametime - Tickets to Sports, Concerts, Theater : 1,000,000+
PTI Flex Maker, Photo Frame Editor & Songs 2018 : 10,000+
Wipe out : 500+
Birthdays & Other Events : 50,000+
Sarajevo Film Festival - Official : 100+
Summer Madness : 100+
Events High - Meet Your City! : 100,000+
vide-greniers.org : 100,000+
SUMMER SONIC app : 500+
Quake & Volcanoes: 3D Globe of Volcanic Eruptions : 100,000+
Prosperity : 100+
Picktrainer: India's largest photo contest app : 100,000+
AAS-IN-ASIA 2018 : 100+
Moot Peru 2018 : 1,000+
FM News : 5,000+
Goldstar: Live Event Tickets : 100,000+
Emmabodafestivalen : 1,000+
KudaGo - things to do in NY : 100,000+
Mindvalley U Tallinn 2018 : 100+
Rockmaraton Info : 1,000+
Freitas Auctioneer Official : 50,000+
mobLee Events : 5,000+
Xceed - Clubs, DJs, Festivals & Tickets : 100,000+
AMM Events & CPD : 100+
Arab Halls - For Wedding & Events : 1,000+
MeAuDote - An act of love that saves a life : 1,000+
TCF National Conference : 100+
Endurance Lifestyle : 500+
The T Factor : 1,000+
Event Manager - AllEvents.in : 10,000+
AO Player : 1,000+
Outdoor Movies BC : 500+
BK Travel Solutions : 100+
Bo Aung Din : 5,000+
Bw Events : 100+
CG BILASPUR CARNIVAL : 5,000+
EVENTOS DF : 10+
DW Event : 1,000+
EB-Chat – For my Events : 10+
EF Events : 100+
EG Groups : 10+
EK Bailey Preaching Conference : 500+
FAST EO : 10+
eP Scanner : 100+
EY Belgium Inhouse Day 2018 : 10+
FL Bankers : 10+
NFP 2018 : 500+

We don't have enough resources to build an app based on this category. This is because the apps with the highest number of users in this category provide tickets for cinemas, sports etc and it'll take a lot of resources to scale this kind of app all over the world

In [75]:

for row in android:
    name = row[0]
    category = row[1]
    installs = row[5]
    if category == 'LIBRARIES_AND_DEMO':
        print(name, ':', installs)

Public Digital Library : 50,000+
Quotes : 10,000+
Best New Ringtones 2018 Free 🔥 For Android™ : 100,000+
Lamp detector : 1,000+
SUDOKU : 100,000+
General culture : 10,000+
Luffs : 100,000+
Aviary Effects: Classic : 5,000,000+
Chakra Cleansing : 50,000+
Aviary Stickers: Free Pack : 10,000,000+
Call Recorder : 1,000+
Pink Water Sakura Keyboard Theme : 100,000+
auto Call Recorder 2018 : 50,000+
converter video to mp3 : 100,000+
eBiblio : 50,000+
chicken song : 100,000+
Words (188 Category) : 10,000+
Binaural Beats Meditation : 50,000+
Essential Resources : 50,000+
MOMOLAND BBoom BBoom : 100,000+
Cold Spirits : 100,000+
How to sew & make the easiest pattern : 10,000+
I will return his eggs : 100,000+
Bird Sounds & Bird Ringtones for Free 2018 : 10,000+
Benefits of olive oil with garlic : 10,000+
Sad hair without net : 5,000+
Top Popular Ringtones 2018 Free 🔥 : 500,000+
Wifi Connect Library : 5,000,000+
Super Funny Ringtones 2018 🔔 : 100,000+
Apk Installer : 1,000,000+
SAMSUNG RETAILMODE 2018 : 10,000+
OpenCV Manager : 1,000,000+
Eternal life : 1,000+
V380s : 500,000+
Cool Popular Ringtones 2018 🔥 : 1,000,000+
Blackpink as if it's your last : 100,000+
Wifi Test : 1,000,000+
Patience Words : 10,000+
Market Update Helper : 1,000,000+
Ayyush wih wih new without Net : 500,000+
Girls Nancy Ajram Without Net : 500,000+
R M Lock Screen : 100,000+
Mama Lala 's song : 50,000+
Barcode Scanner : 500,000+
Young Speeches : 500,000+
New Ringtones 2018 : 1,000,000+
EyeCloud : 100,000+
Platincoin Wallet - PLC Group AG : 10,000+
AZ Plugin 2 (newest) : 1,000,000+
BN Pro BlueICS-b HD Text : 10,000+
BN Pro ArialXL Legacy Text : 10,000+
BN Pro PercentXL-b Neon HD Txt : 5,000+
BN Pro Play-b HD Text : 1,000+
BN Pro LcdD Legacy Text : 10,000+
BN Pro RobotoXL-b HD Text : 10,000+
BN Pro ArialXL-b HD Text : 1,000+
BN Pro Percent White HD Text : 5,000+
BN Pro White HD Text : 10,000+
BN Pro Roboto-b Neon HD Text : 5,000+
BN Pro LcdD HD Text : 5,000+
BN Pro LcdD-b HD Text : 10,000+
BN Pro Solid Battery-White : 1,000+
BN Pro Battery Level-White : 5,000+
BN Pro Play HD Text : 5,000+
BN Pro RobotoXL HD Text : 1,000+
BN Pro ArialXL-b Neon HD Text : 10,000+
BN Pro Black Text : 1,000+
BN Pro BlueICS HD Text : 10,000+
BN Pro Arial Legacy Text : 10,000+
BN Pro Black Text on White : 10,000+
BN Pro White Text : 5,000+
Cardboard : 10,000,000+
BT (Usage Interne) : 100+
CD Music : 100+
CE-SETRAM l’Appli : 100+
Supply Travis-CI POC : 10+
Nur təfsiri 1-ci cild : 1,000+
Mizanul-Hikmət 2-ci cild : 1,000+
db.Mobil App : 5,000+
ES Chromecast plugin : 1,000,000+
EU CBRNE Glossary : 500+
FD VR - Virtual App Launcher : 100,000+
MX Player Codec (ARMv7) : 10,000,000+

We can make use of the quote idea from the Quotes app in this category

For the ios apps, the following are the genre categories we're choosing from:
mixture of books and reference:
Build an app about a book. The app should contain texts about the book, audible readings of the book, dictionary to find the meaning of phrases or words from the book and probably include a community that read the book and can share reviews about the book

For the android apps, the follwing are the categories we're choosing from:
Build a hair tutorial app but with diversity of cultures and colors

Advantages of both apps: If we choose a popular book like harry porter, we can have a lot of users
Having a hair tutorial app would be a great idea for bonding families and friends or teach someone about her culture or help someone look good Disadvantages of both apps:If we're choose either the book app or hair tutorial app not everyone would still participate because not everyone would want to pick the book and not everyone would want to make hair daily
It might be difficult to make an app about a book due to copyright issues except for holy books
After careful consideration, we would build a hair tutorial app. We would include some special features like hair quotes, cultural hairstyles, history of the hairstyles if there's one, community of people who can recommend more hairstyles, audio and video tutorials and also simple pictorial tutorials. We would also ensure that the hair tutorial covers all races and cultures

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