Homework Solution

This will look much nicer if you put it into Atom, save it as a .py file, and disable soft wrap (View > Toggle Soft Wrap).
########
#
# Homework 3
#
# MAKE SURE YOU ARE RUNNING THIS WITH PYTHON 3!
# Python 2 will give a "Non-ASCII character" error
#
# Either use workon/mkvirtualenv to create an
# environment or use the python3 command
#
########

########
#
# Here is a programmer!
#
########

programmer = {
  'name': 'Christine',
  'fish': 100,
  'languages': ['C++', 'Ruby', 'Java', 'Python' ]
}

# 1. What kind of data structure (a.k.a. type) is programmer? Print it.

print(type(programmer))

# 2. What keys does programmer have? Print it.

print(programmer.keys())

# 3. Print the programmer's name.

print(programmer['name'])

# 4. If the programmer has more than 30 fish, print "The programmer owns a lot of fish." If the programmer has 0 fish, say "the programmer has no fish." If the programmer has between 1 and 30 fish, print "the programmer has a few fish."

if programmer['fish'] > 30:
  print("The programmer owns a lot of fish")
if programmer['fish'] == 0:
  print("The programmer has no fish")
if programmer['fish'] >= 1 and programmer['fish'] < 30:
  print("The programmer has a few fish")

# NOTE: You could also do this with elif, depending on how you parse the sentence.

# 5. Print the sentence, "{programmer's name} knows {number of languages} languages")

number_of_languages = len(programmer['languages'])
print(programmer['name'], "knows", number_of_languages, "languages")

# 6. Use a loop to print each language the programmer knows

for language in programmer['languages']:
  print(language)

########
#
# Here is a bunch of workers!
#
########

company = {
  'name': 'ACME Product Production Program',
  'coders': [
    { 'name': 'Lady Macbeth', 'languages': ['C++', 'Ruby', 'Java', 'Python' ] },
    { 'name': 'Lothario', 'languages': ['C++'] },
    { 'name': 'Ophelia', 'languages': [ 'Ruby', 'Erlang', 'Python' ] },
    { 'name': 'Mercutio', 'languages': ['ASM', 'Python' ] }
  ],
  'managers': [
    { 'name': 'Alpha' },
    { 'name': 'Beta' },
    { 'name': 'Gamma' },
    { 'name': 'Delta' }
  ]
}

# 7. What type is the company variable? What are its keys?

print(type(company))

# 8. What data structure (a.k.a. type) is the 'coders' part of company?

print(type(company['coders']))

# 9. How many coders does the company have?

print(len(company['coders']))

# 10. Print the name of each manager.

for manager in company['managers']:
  print(manager['name'])

# 11. Print the number of languages each coder knows.

for coder in company['coders']:
  number_of_languages = len(coder['languages'])
  print(number_of_languages)

########
#
# Search results from Spotify for an artist named "Kendrick"
# https://api.spotify.com/v1/search?query=kendrick&limit=20&type=artist
#
########

artist_search_result = {'artists': {'offset': 0, 'next': 'https://api.spotify.com/v1/search?query=kendrick&offset=20&limit=20&type=artist', 'limit': 20, 'href': 'https://api.spotify.com/v1/search?query=kendrick&offset=0&limit=20&type=artist', 'previous': None, 'items': [{'images': [{'height': 1000, 'url': 'https://i.scdn.co/image/b1947120c60a8f2886c98faf52a61895821c7cf0', 'width': 1000}, {'height': 640, 'url': 'https://i.scdn.co/image/c50721f32900d561d44f38006208ab69717fe1f9', 'width': 640}, {'height': 200, 'url': 'https://i.scdn.co/image/762628b9c2bf991e6f9325522dab32c0cf7c06a2', 'width': 200}, {'height': 64, 'url': 'https://i.scdn.co/image/876101e8b1a981d5d6f9257f0f6ddd15087bdfd5', 'width': 64}], 'genres': ['alternative hip hop'], 'href': 'https://api.spotify.com/v1/artists/2YZyLoL8N0Wb9xBt1NhZWg', 'external_urls': {'spotify': 'https://open.spotify.com/artist/2YZyLoL8N0Wb9xBt1NhZWg'}, 'popularity': 84, 'type': 'artist', 'followers': {'href': None, 'total': 2454724}, 'name': 'Kendrick Lamar', 'uri': 'spotify:artist:2YZyLoL8N0Wb9xBt1NhZWg', 'id': '2YZyLoL8N0Wb9xBt1NhZWg'}, {'images': [{'height': 640, 'url': 'https://i.scdn.co/image/b6e825eb7039bb792a65b484b3d56064fb629ec8', 'width': 640}, {'height': 300, 'url': 'https://i.scdn.co/image/1229558513a6881b2635c4b2954f8bd709415ae5', 'width': 300}, {'height': 64, 'url': 'https://i.scdn.co/image/1301ae674a679c1865b2ffc0702be296d86224fc', 'width': 64}], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/6xfqnpe2HnLVUaYXs2F8YS', 'external_urls': {'spotify': 'https://open.spotify.com/artist/6xfqnpe2HnLVUaYXs2F8YS'}, 'popularity': 57, 'type': 'artist', 'followers': {'href': None, 'total': 84080}, 'name': 'Anna Kendrick', 'uri': 'spotify:artist:6xfqnpe2HnLVUaYXs2F8YS', 'id': '6xfqnpe2HnLVUaYXs2F8YS'}, {'images': [], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/1iApxRdcW8Uok4htrDrvdY', 'external_urls': {'spotify': 'https://open.spotify.com/artist/1iApxRdcW8Uok4htrDrvdY'}, 'popularity': 45, 'type': 'artist', 'followers': {'href': None, 'total': 1764}, 'name': 'Tech N9ne feat. Kendrick Lamar, ¡Mayday!, Kendall Morgan', 'uri': 'spotify:artist:1iApxRdcW8Uok4htrDrvdY', 'id': '1iApxRdcW8Uok4htrDrvdY'}, {'images': [{'height': 640, 'url': 'https://i.scdn.co/image/3130aee8b99f3fd47e32c704f146eeafc2ad01fc', 'width': 640}, {'height': 300, 'url': 'https://i.scdn.co/image/4547ade74391dcd3b3ca38afe820e5f44a5bddc7', 'width': 300}, {'height': 64, 'url': 'https://i.scdn.co/image/5ae90745618ea45fe0e0e832feebecaab3dc2d14', 'width': 64}], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/1cjrBtunBfOLbXQ0OK1yEY', 'external_urls': {'spotify': 'https://open.spotify.com/artist/1cjrBtunBfOLbXQ0OK1yEY'}, 'popularity': 41, 'type': 'artist', 'followers': {'href': None, 'total': 7}, 'name': 'Edgar Kendricks', 'uri': 'spotify:artist:1cjrBtunBfOLbXQ0OK1yEY', 'id': '1cjrBtunBfOLbXQ0OK1yEY'}, {'images': [{'height': 1280, 'url': 'https://i.scdn.co/image/664f1a004773bd74a4ff5104818e4f383ef95a5e', 'width': 676}, {'height': 1212, 'url': 'https://i.scdn.co/image/d5eff2f40af987b8794a43b6df78a47f41e4dc8f', 'width': 640}, {'height': 379, 'url': 'https://i.scdn.co/image/04eacbd2e9a333aff1deb625512fef76cd60c754', 'width': 200}, {'height': 121, 'url': 'https://i.scdn.co/image/745fd75c3bb492e40f93835e233f3e80d4ab513a', 'width': 64}], 'genres': ['motown'], 'href': 'https://api.spotify.com/v1/artists/2Uuon75BhnuuxdKLYn4wHn', 'external_urls': {'spotify': 'https://open.spotify.com/artist/2Uuon75BhnuuxdKLYn4wHn'}, 'popularity': 39, 'type': 'artist', 'followers': {'href': None, 'total': 5310}, 'name': 'Eddie Kendricks', 'uri': 'spotify:artist:2Uuon75BhnuuxdKLYn4wHn', 'id': '2Uuon75BhnuuxdKLYn4wHn'}, {'images': [{'height': 640, 'url': 'https://i.scdn.co/image/14bfe97f0b355da905a49255991be8d72c96d49c', 'width': 640}, {'height': 300, 'url': 'https://i.scdn.co/image/6c8c92a391746de3ac3f630180c74c7e363d0c97', 'width': 300}, {'height': 64, 'url': 'https://i.scdn.co/image/d17dc6566044566cee5ad0b529df6320a0dcb065', 'width': 64}], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/2cKOuZYoNGwJ91GSVhUV9g', 'external_urls': {'spotify': 'https://open.spotify.com/artist/2cKOuZYoNGwJ91GSVhUV9g'}, 'popularity': 29, 'type': 'artist', 'followers': {'href': None, 'total': 81}, 'name': 'Kendrick', 'uri': 'spotify:artist:2cKOuZYoNGwJ91GSVhUV9g', 'id': '2cKOuZYoNGwJ91GSVhUV9g'}, {'images': [{'height': 635, 'url': 'https://i.scdn.co/image/70292a01a38948fa70e00b175e8d60ee33a40bc3', 'width': 950}, {'height': 428, 'url': 'https://i.scdn.co/image/b9537b37f129c1be5e8f3ba4efe3cac5b25f7636', 'width': 640}, {'height': 134, 'url': 'https://i.scdn.co/image/e73e70c68dc9d40799fa1a7865c7c2b56a56ae32', 'width': 200}, {'height': 43, 'url': 'https://i.scdn.co/image/3dccb1ab6811e5d59dd71ef664621e7f0aacd0b2', 'width': 64}], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/3xidVCWg60r8Wdm6g9VCux', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3xidVCWg60r8Wdm6g9VCux'}, 'popularity': 36, 'type': 'artist', 'followers': {'href': None, 'total': 1031}, 'name': 'Kendrick Scott', 'uri': 'spotify:artist:3xidVCWg60r8Wdm6g9VCux', 'id': '3xidVCWg60r8Wdm6g9VCux'}, {'images': [], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/7Bin9s9lePTNx57vB5rHW8', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7Bin9s9lePTNx57vB5rHW8'}, 'popularity': 24, 'type': 'artist', 'followers': {'href': None, 'total': 1}, 'name': 'Kendrick Small', 'uri': 'spotify:artist:7Bin9s9lePTNx57vB5rHW8', 'id': '7Bin9s9lePTNx57vB5rHW8'}, {'images': [{'height': 290, 'url': 'https://i.scdn.co/image/af863b35263ff14eb78218f371bef8a0e76f1de5', 'width': 1000}, {'height': 186, 'url': 'https://i.scdn.co/image/7f86627d478319b749db28e5029e8ef08f330759', 'width': 640}, {'height': 58, 'url': 'https://i.scdn.co/image/7f751ccee89a1f1b84d1a0cd1d37437c41bde338', 'width': 200}, {'height': 19, 'url': 'https://i.scdn.co/image/510ff1b14b3ae7688012ed56a4d201e2a6333e8e', 'width': 64}], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/1srLlKy0yVmQorLl9PhXbS', 'external_urls': {'spotify': 'https://open.spotify.com/artist/1srLlKy0yVmQorLl9PhXbS'}, 'popularity': 30, 'type': 'artist', 'followers': {'href': None, 'total': 3222}, 'name': 'Graham Kendrick', 'uri': 'spotify:artist:1srLlKy0yVmQorLl9PhXbS', 'id': '1srLlKy0yVmQorLl9PhXbS'}, {'images': [{'height': 640, 'url': 'https://i.scdn.co/image/801f01bc6446f7b97d656ee3a86702c642633c4f', 'width': 640}, {'height': 300, 'url': 'https://i.scdn.co/image/ec3937428234fca86329588823b68b0e81aa2251', 'width': 300}, {'height': 64, 'url': 'https://i.scdn.co/image/567b432948b028ed45d637d972c0058f2bf1bb91', 'width': 64}], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/5DOCFpRL15EQCkZDU3RcP8', 'external_urls': {'spotify': 'https://open.spotify.com/artist/5DOCFpRL15EQCkZDU3RcP8'}, 'popularity': 23, 'type': 'artist', 'followers': {'href': None, 'total': 69}, 'name': 'Temps & Eddie Kendricks', 'uri': 'spotify:artist:5DOCFpRL15EQCkZDU3RcP8', 'id': '5DOCFpRL15EQCkZDU3RcP8'}, {'images': [{'height': 667, 'url': 'https://i.scdn.co/image/555a8e287d0b50921f43773779ccc99f4eb14bd8', 'width': 1000}, {'height': 427, 'url': 'https://i.scdn.co/image/3cf168aefd1633f40f7021e44d2106d4a3c34f8c', 'width': 640}, {'height': 133, 'url': 'https://i.scdn.co/image/9d51baf1e5d9bd05e7e20117f6f0bbac4ede8ad2', 'width': 200}, {'height': 43, 'url': 'https://i.scdn.co/image/030909e0a8dc938af89c7a030e0b204fbd46f11d', 'width': 64}], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/0IyuDlCVbMa3TAoVaDKEeL', 'external_urls': {'spotify': 'https://open.spotify.com/artist/0IyuDlCVbMa3TAoVaDKEeL'}, 'popularity': 19, 'type': 'artist', 'followers': {'href': None, 'total': 1471}, 'name': 'Kendrick Scott Oracle', 'uri': 'spotify:artist:0IyuDlCVbMa3TAoVaDKEeL', 'id': '0IyuDlCVbMa3TAoVaDKEeL'}, {'images': [], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/6FnUiliI9F1f2V9THnXxpu', 'external_urls': {'spotify': 'https://open.spotify.com/artist/6FnUiliI9F1f2V9THnXxpu'}, 'popularity': 10, 'type': 'artist', 'followers': {'href': None, 'total': 93}, 'name': 'Solange feat. Kendrick Lamar', 'uri': 'spotify:artist:6FnUiliI9F1f2V9THnXxpu', 'id': '6FnUiliI9F1f2V9THnXxpu'}, {'images': [{'height': 640, 'url': 'https://i.scdn.co/image/0724aac29dcf4876b54f01a2813365b92343ed5a', 'width': 640}, {'height': 300, 'url': 'https://i.scdn.co/image/c6e8964165d08bc9cb2fc05d68439930db61c890', 'width': 300}, {'height': 64, 'url': 'https://i.scdn.co/image/d26bc9756a0c7679f095c9e0e8e13dc9b39febde', 'width': 64}], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/7by6up72jjsUGwmmMitGr1', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7by6up72jjsUGwmmMitGr1'}, 'popularity': 9, 'type': 'artist', 'followers': {'href': None, 'total': 32}, 'name': 'The Kendricks', 'uri': 'spotify:artist:7by6up72jjsUGwmmMitGr1', 'id': '7by6up72jjsUGwmmMitGr1'}, {'images': [], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/1WscexgNxCyVt7Bx5pmsUg', 'external_urls': {'spotify': 'https://open.spotify.com/artist/1WscexgNxCyVt7Bx5pmsUg'}, 'popularity': 11, 'type': 'artist', 'followers': {'href': None, 'total': 39}, 'name': 'Richard Kendrick', 'uri': 'spotify:artist:1WscexgNxCyVt7Bx5pmsUg', 'id': '1WscexgNxCyVt7Bx5pmsUg'}, {'images': [{'height': 640, 'url': 'https://i.scdn.co/image/12a0f2aa81ccde7f63fb02417f44c8de99df1087', 'width': 640}, {'height': 300, 'url': 'https://i.scdn.co/image/5a75162ef05c05e950b42d863ca7a811386a97b0', 'width': 300}, {'height': 64, 'url': 'https://i.scdn.co/image/64f475b3531667c58f1ef02f1774ec7697b1ac81', 'width': 64}], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/4UnJ85AumWoUuGnOpLEnl7', 'external_urls': {'spotify': 'https://open.spotify.com/artist/4UnJ85AumWoUuGnOpLEnl7'}, 'popularity': 10, 'type': 'artist', 'followers': {'href': None, 'total': 58}, 'name': 'Darnell Kendricks', 'uri': 'spotify:artist:4UnJ85AumWoUuGnOpLEnl7', 'id': '4UnJ85AumWoUuGnOpLEnl7'}, {'images': [], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/7kj1cdDalpyc3rURdJx8b9', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7kj1cdDalpyc3rURdJx8b9'}, 'popularity': 7, 'type': 'artist', 'followers': {'href': None, 'total': 54}, 'name': 'Eddie Kendrick', 'uri': 'spotify:artist:7kj1cdDalpyc3rURdJx8b9', 'id': '7kj1cdDalpyc3rURdJx8b9'}, {'images': [], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/2cUIfFEsQgmPlYt75T2Lvy', 'external_urls': {'spotify': 'https://open.spotify.com/artist/2cUIfFEsQgmPlYt75T2Lvy'}, 'popularity': 9, 'type': 'artist', 'followers': {'href': None, 'total': 14}, 'name': 'Alex Kendrick', 'uri': 'spotify:artist:2cUIfFEsQgmPlYt75T2Lvy', 'id': '2cUIfFEsQgmPlYt75T2Lvy'}, {'images': [], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/3M8jTGG0AItu4XYotTlC6M', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3M8jTGG0AItu4XYotTlC6M'}, 'popularity': 5, 'type': 'artist', 'followers': {'href': None, 'total': 451}, 'name': 'Kendrick Lamar & Jay Rock', 'uri': 'spotify:artist:3M8jTGG0AItu4XYotTlC6M', 'id': '3M8jTGG0AItu4XYotTlC6M'}, {'images': [{'height': 600, 'url': 'https://i.scdn.co/image/b388ac8f9a6fef30800af948440f81020bec6ea6', 'width': 411}, {'height': 292, 'url': 'https://i.scdn.co/image/9ede141bfd29ffac1984c61331191e39b7d92e12', 'width': 200}, {'height': 93, 'url': 'https://i.scdn.co/image/eff9add3f6d333717bd051d75721e518596c2719', 'width': 64}], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/46uaPpO9BqSSlLvSXFwyJs', 'external_urls': {'spotify': 'https://open.spotify.com/artist/46uaPpO9BqSSlLvSXFwyJs'}, 'popularity': 5, 'type': 'artist', 'followers': {'href': None, 'total': 66}, 'name': 'Charlotte Kendrick', 'uri': 'spotify:artist:46uaPpO9BqSSlLvSXFwyJs', 'id': '46uaPpO9BqSSlLvSXFwyJs'}, {'images': [], 'genres': [], 'href': 'https://api.spotify.com/v1/artists/63rMSwRscrbMp9u0MhfDzK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/63rMSwRscrbMp9u0MhfDzK'}, 'popularity': 5, 'type': 'artist', 'followers': {'href': None, 'total': 1}, 'name': 'Will Kendrick', 'uri': 'spotify:artist:63rMSwRscrbMp9u0MhfDzK', 'id': '63rMSwRscrbMp9u0MhfDzK'}], 'total': 160}}

# 12. What is the data type of the search result? Print it.

print(type(artist_search_result))

# 13. What are all of the keys that the search result has?

print(artist_search_result.keys())

# 14. Take a look at 'artists' - what keys does it have?

print(artist_search_result['artists'].keys())

# 15. Using len() with something-or-other would show me how many results I CURRENTLY have, but I want to know the TOTAL number of results Spotify has for my search result. From looking at the names of the keys under 'artists', how many total results are there?

print(artist_search_result['artists']['total'])

# 16. How popular is Kendrick Lamar vs. Anna Kendrick? Use a for loop to list the names and popularity of every artist.

artists = artist_search_result['artists']['items']
for artist in artists:
  print(artist['name'], artist['popularity'])
# Kendrick Lamar is more popular than Anna Kendrick

########
#
# Search results from Spotify for a playlist including the term "90s"
# https://api.spotify.com/v1/search?query=90s&limit=20&type=playlist
#
########

playlist_search_result = {'playlists': {'offset': 0, 'next': 'https://api.spotify.com/v1/search?query=90s&offset=20&limit=20&type=playlist', 'limit': 20, 'href': 'https://api.spotify.com/v1/search?query=90s&offset=0&limit=20&type=playlist', 'previous': None, 'items': [{'public': None, 'snapshot_id': 'X2zFSzFviruyjSFdaByIuiT9se/LKmkQFWbqY+NzH+TQ1Sj4rH0Q/0WxQlKrNvKw', 'id': '5TcHWbnN6SIhvPY1MXMDrb', 'tracks': {'href': 'https://api.spotify.com/v1/users/sam85uk/playlists/5TcHWbnN6SIhvPY1MXMDrb/tracks', 'total': 937}, 'external_urls': {'spotify': 'http://open.spotify.com/user/sam85uk/playlist/5TcHWbnN6SIhvPY1MXMDrb'}, 'type': 'playlist', 'owner': {'external_urls': {'spotify': 'http://open.spotify.com/user/sam85uk'}, 'type': 'user', 'uri': 'spotify:user:sam85uk', 'href': 'https://api.spotify.com/v1/users/sam85uk', 'id': 'sam85uk'}, 'collaborative': False, 'images': [{'height': 640, 'url': 'https://mosaic.scdn.co/640/08d18e9d8c7d49cbb1eb609998fff55741cf54f61ebd9af955a76278cbfc1959ed78ab4a604123186abcdf6587a26b505a0816d7b3ff9fba4be070344bc3fa03ea66c557fa889ee9684ddc8b2ed94a5e', 'width': 640}, {'height': 300, 'url': 'https://mosaic.scdn.co/300/08d18e9d8c7d49cbb1eb609998fff55741cf54f61ebd9af955a76278cbfc1959ed78ab4a604123186abcdf6587a26b505a0816d7b3ff9fba4be070344bc3fa03ea66c557fa889ee9684ddc8b2ed94a5e', 'width': 300}, {'height': 60, 'url': 'https://mosaic.scdn.co/60/08d18e9d8c7d49cbb1eb609998fff55741cf54f61ebd9af955a76278cbfc1959ed78ab4a604123186abcdf6587a26b505a0816d7b3ff9fba4be070344bc3fa03ea66c557fa889ee9684ddc8b2ed94a5e', 'width': 60}], 'uri': 'spotify:user:sam85uk:playlist:5TcHWbnN6SIhvPY1MXMDrb', 'name': '90s', 'href': 'https://api.spotify.com/v1/users/sam85uk/playlists/5TcHWbnN6SIhvPY1MXMDrb'}, {'public': None, 'snapshot_id': 'vs/L+N+xSmk4giRCCNAsNK4hljW++tS/RHSq0HJbYqWCXo65jGmGpT9ssHu5GgEh', 'id': '6OugflVBHYjm6HIjCObsz4', 'tracks': {'href': 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'images': [{'height': 640, 'url': 'https://mosaic.scdn.co/640/eb646ba4b6c6db5fcc180d091512bdcf497ed3f063e47b9e1420e2effd4d4537c464c27e6e598f2ed1fec99e6c187e2f67bc28d5367d5db9664b1835f7c286b445154de89205dcfd05e3db6647555d87', 'width': 640}, {'height': 300, 'url': 'https://mosaic.scdn.co/300/eb646ba4b6c6db5fcc180d091512bdcf497ed3f063e47b9e1420e2effd4d4537c464c27e6e598f2ed1fec99e6c187e2f67bc28d5367d5db9664b1835f7c286b445154de89205dcfd05e3db6647555d87', 'width': 300}, {'height': 60, 'url': 'https://mosaic.scdn.co/60/eb646ba4b6c6db5fcc180d091512bdcf497ed3f063e47b9e1420e2effd4d4537c464c27e6e598f2ed1fec99e6c187e2f67bc28d5367d5db9664b1835f7c286b445154de89205dcfd05e3db6647555d87', 'width': 60}], 'uri': 'spotify:user:12143691853:playlist:5t30PswiZDYfZAIrTwGr2V', 'name': 'lovesongs 80s to 90s', 'href': 'https://api.spotify.com/v1/users/12143691853/playlists/5t30PswiZDYfZAIrTwGr2V'}], 'total': 2538}}

# 17. What is the data type of the search result? Print it.

print(type(playlist_search_result))

# 18. What are all of the keys that the search result has?

print(playlist_search_result.keys())

# 19. Take a look at 'playlists' - what keys does it have?

print(playlist_search_result['playlists'].keys())

# 20. Save the list of playlists into a variable called 'playlists'

playlists =  playlist_search_result['playlists']['items']

# 21. Print the title of every playlist

for playlist in playlists:
  print(playlist['name'])

# 22. Loop through every playlist, printing its keys

for playlist in playlists:
  print(playlist.keys())

# 23. What is the data type of a playlist's 'tracks'?

for playlist in playlists:
  print(type(playlist['tracks']))

# 24. Print the name and number of tracks for every playlist

print("------ Name and number of tracks for each playlist")

for playlist in playlists:
  print(playlist['name'], playlist['tracks']['total'])

# 25. We like curation! Loop through the playlists again, but only display those with fewer than 200 tracks.

print("------ Only those withe fewer than 200 tracks")

for playlist in playlists:
  if playlist['tracks']['total'] < 200:
    print(playlist['name'], playlist['tracks']['total'])