Scrum Process and Team Outline Week 2 CS Terms API Example

Python, RapidAPI Terms

API allows you to connect to a service and interact with it, like sending and requesting data

APIs and tooling like Jupyter docs allows many opportunities in fields like Data Science. As more and more developers use APIs, they build standards in how you setup a client, send requests and receive information...

Covid19 RapidAPI Example

To begin the API journey. You need to find an API provider.

  • RapidAPI is a great option. You must setup and account, but there are many free options.
  • Goto this page for starters, the Corona virus World and India data- Under Code Snippets pick Python - Requests

RapidAPI, you will select Python Requests type of code to work with you Notebook.

  • The url is the endpoint to which the API is directed
  • The headers is a dictionary data structure to send special messaging to the endpoint
  • The requests.request() python function is used to send a request and retrieve their responses
  • The response variable receives result of of the request in JSON text

Next step, is to format the response according to your data science needs

"""
Requests is a HTTP library for the Python programming language. 
The goal of the project is to make HTTP requests simpler and more human-friendly. 
"""
import requests

"""
RapidAPI is the world's largest API Marketplace. 
Developers use Rapid API to discover and connect to thousands of APIs. 
"""
url = "https://corona-virus-world-and-india-data.p.rapidapi.com/api"
headers = {
    'x-rapidapi-key': "40507ace9fmshcdcac9ccdd404c3p1d6853jsn21cc92ac2d5e",
    'x-rapidapi-host': "corona-virus-world-and-india-data.p.rapidapi.com"
}

# Request Covid Data
response = requests.request("GET", url, headers=headers)
# print(response.text)  # uncomment this line to see raw data
# print (response.json())  
# This code looks for "world data"
print("World Totals")
#world = response.json().get('world_total')  # turn response to json() so we can extract "world_total"
#for key, value in world.items():  # this finds key, value pairs in country
   # print(key, value)

#print()

# This code looks for USA in "countries_stats"
#print("Country Totals")
countries = response.json().get('countries_stat')

#print(type(countries))
country_dict = json.loads(countries)

print(type(countries))
print(type(country_dict))

# for country in countries:  # countries is a list
    #if country["country_name"] == "USA":  # this filters for USA
        #for key, value in country.items():  # this finds key, value pairs in country
           # print(key, value)
World Totals
---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/home/kaylee/vscode/myproject/_notebooks/2022-10-03-PBL-python_rapidapi.ipynb Cell 4 in <cell line: 34>()
     <a href='vscode-notebook-cell://wsl%2Bubuntu/home/kaylee/vscode/myproject/_notebooks/2022-10-03-PBL-python_rapidapi.ipynb#W3sdnNjb2RlLXJlbW90ZQ%3D%3D?line=30'>31</a> countries = response.json().get('countries_stat')
     <a href='vscode-notebook-cell://wsl%2Bubuntu/home/kaylee/vscode/myproject/_notebooks/2022-10-03-PBL-python_rapidapi.ipynb#W3sdnNjb2RlLXJlbW90ZQ%3D%3D?line=32'>33</a> #print(type(countries))
---> <a href='vscode-notebook-cell://wsl%2Bubuntu/home/kaylee/vscode/myproject/_notebooks/2022-10-03-PBL-python_rapidapi.ipynb#W3sdnNjb2RlLXJlbW90ZQ%3D%3D?line=33'>34</a> country_dict = json.loads(countries)
     <a href='vscode-notebook-cell://wsl%2Bubuntu/home/kaylee/vscode/myproject/_notebooks/2022-10-03-PBL-python_rapidapi.ipynb#W3sdnNjb2RlLXJlbW90ZQ%3D%3D?line=35'>36</a> print(type(countries))
     <a href='vscode-notebook-cell://wsl%2Bubuntu/home/kaylee/vscode/myproject/_notebooks/2022-10-03-PBL-python_rapidapi.ipynb#W3sdnNjb2RlLXJlbW90ZQ%3D%3D?line=36'>37</a> print(type(country_dict))

AttributeError: 'list' object has no attribute 'loads'

Digital Coin Example

This example provides digital coin feedback (ie Bitcoin). It include popularity, price, symbols, etc.

  • A valid X-RapidAPI-Key is required. Look in code for link to RapidAPI page
  • Read all comments in code for further guidance
# RapidAPI page https://rapidapi.com/Coinranking/api/coinranking1/

# Begin Rapid API Code
import requests

url = "https://coinranking1.p.rapidapi.com/coins"

querystring = {"referenceCurrencyUuid":"yhjMzLPhuIDl","timePeriod":"24h","tiers[0]":"1","orderBy":"marketCap","orderDirection":"desc","limit":"50","offset":"0"}

headers = {
	"X-RapidAPI-Key": "40507ace9fmshcdcac9ccdd404c3p1d6853jsn21cc92ac2d5e",
	"X-RapidAPI-Host": "coinranking1.p.rapidapi.com"
}

response = requests.request("GET", url, headers=headers, params=querystring)

print(response.text)
# End Rapid API Code
json = response.json()  # convert response to python json object

# Observe data from an API.  This is how data transports over the internet in a "JSON" text form
# - The JSON "text" is formed in dictionary {} and list [] divisions
# - To read the result, Data Scientist of  Developer converts JSON into human readable form
# - Review the first line, look for the keys --  "status" and "data"
{"status":"success","data":{"stats":{"total":1455,"totalCoins":21829,"totalMarkets":29021,"totalExchanges":171,"totalMarketCap":"959862075268","total24hVolume":"34393256997"},"coins":[{"uuid":"Qwsogvtv82FCd","symbol":"BTC","name":"Bitcoin","color":"#f7931A","iconUrl":"https://cdn.coinranking.com/bOabBYkcX/bitcoin_btc.svg","marketCap":"372882772676","price":"19446.526630766624","listedAt":1330214400,"tier":1,"change":"0.40","rank":1,"sparkline":["19389.27100161284","19421.39306041788","19428.796228840412","19417.766433484892","19402.454254885015","19419.24306778951","19492.16748156257","19498.733143541987","19509.272786306494","19490.829035407325","19511.7345906455","19517.706778668497","19504.29924072102","19499.358090312744","19501.033024274413","19474.29789717726","19475.444013400305","19477.480450799932","19436.169153872357","19428.39270512688","19446.458261125514","19500.994216412346","19511.395917035275","19490.822060062055","19462.01086187434"],"lowVolume":false,"coinrankingUrl":"https://coinranking.com/coin/Qwsogvtv82FCd+bitcoin-btc","24hVolume":"16797077925","btcPrice":"1"},{"uuid":"razxDUgYGNAdQ","symbol":"ETH","name":"Ethereum","color":"#3C3C3D","iconUrl":"https://cdn.coinranking.com/rk4RKHOuW/eth.svg","marketCap":"161940894631","price":"1323.4314930850326","listedAt":1438905600,"tier":1,"change":"0.87","rank":2,"sparkline":["1313.1842865171354","1315.5589901443495","1316.8930668991181","1316.1661839916835","1315.9443695641942","1317.19734333115","1323.2685817294453","1325.4629974828906","1326.6468093360788","1323.8598772871067","1324.9991588904215","1325.1497980811687","1325.3132869844585","1324.9518970475278","1323.820224872202","1319.7342060126362","1320.4658956178432","1320.364081724618","1319.9237167879005","1319.9184833754648","1324.1488563225691","1333.4285317764893","1329.602799309533","1325.9286438881588","1323.9612416570865"],"lowVolume":false,"coinrankingUrl":"https://coinranking.com/coin/razxDUgYGNAdQ+ethereum-eth","24hVolume":"6314109489","btcPrice":"0.06805490349064253"},{"uuid":"HIVsRcGKkPFtW","symbol":"USDT","name":"Tether 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Token","color":"#77cced","iconUrl":"https://cdn.coinranking.com/Wp6LFY6ZZ/8000.png","marketCap":"1167149881","price":"1.4510972563367976","listedAt":1627361901,"tier":1,"change":"-0.13","rank":47,"sparkline":["1.4539716876067128","1.4575923543077027","1.4615822604389088","1.4601026961010808","1.4556420977030438","1.4546734918546727","1.4619323526632044","1.4679424580001217","1.4750534029662379","1.4717939702247311","1.4721574026844995","1.47082436593031","1.4702435856720772","1.4706510997505038","1.4718795591345903","1.4563921380421554","1.4559273801367665","1.455373840541667","1.4529459368407596","1.4515250945883964","1.452284076056573","1.4604739823797661","1.461248144793341","1.4591626282371621","1.4529523953075414"],"lowVolume":false,"coinrankingUrl":"https://coinranking.com/coin/Pe93bIOD2+lidodaotoken-ldo","24hVolume":"3914549","btcPrice":"0.000074619868313193"},{"uuid":"iAzbfXiBBKkR6","symbol":"EOS","name":"EOS","color":"#443f54","iconUrl":"https://cdn.coinranking.com/PqOYrWSje/eos2.svg","marketCap":"1112702136","price":"1.1256298447203383","listedAt":1498694400,"tier":1,"change":"0.98","rank":48,"sparkline":["1.119965296259546","1.1239463848969422","1.1247518809050403","1.1251944645705516","1.1247815921436748","1.1254169441247541","1.127337832547134","1.1278034647723636","1.1285379089888388","1.1266041892301664","1.1294175401614166","1.1303986143996452","1.128588755922409","1.1277933646023621","1.1271638614350943","1.1248317778591044","1.1238418544761097","1.1240894661448013","1.11994832693131","1.118769483594637","1.1213932401816642","1.1290869880813488","1.1272948377653933","1.1269066885355188","1.1262463530891271"],"lowVolume":false,"coinrankingUrl":"https://coinranking.com/coin/iAzbfXiBBKkR6+eos-eos","24hVolume":"192698323","btcPrice":"0.000057883336499767"},{"uuid":"ixgUfzmLR","symbol":"AAVE","name":"Aave","color":"#B6509E","iconUrl":"https://cdn.coinranking.com/4bpYKqV4X/AAVE.png","marketCap":"1068623669","price":"75.68018216960503","listedAt":1603447311,"tier":1,"change":"1.55","rank":49,"sparkline":["74.67823903513506","74.87447697160961","74.92398569853019","74.79949756353172","74.72342513473652","74.86652783040994","75.52402319847108","75.58434322702621","75.62188060864156","75.45378121982039","75.57632925080517","75.61251174523983","75.66432727620942","75.64751209376475","75.66970070676054","75.54492222430336","75.60938422394607","75.55107157160437","75.43993637610177","75.28849711175381","75.71149687333038","76.28660349682667","76.05595107864804","75.94307978075408","75.71749534157357"],"lowVolume":false,"coinrankingUrl":"https://coinranking.com/coin/ixgUfzmLR+aave-aave","24hVolume":"91868665","btcPrice":"0.003891706915407215"},{"uuid":"B42IRxNtoYmwK","symbol":"THETA","name":"Theta Token","color":"#1b1f2a","iconUrl":"https://cdn.coinranking.com/HJHg2k9Lf/theta.svg","marketCap":"1063781008","price":"1.063843283852865","listedAt":1516233600,"tier":1,"change":"1.30","rank":50,"sparkline":["1.0515085673872329","1.0554953396542957","1.0568944017417783","1.0555257766663395","1.0552613618924793","1.056478314856145","1.0579201937206648","1.0585358999474699","1.0604377828982525","1.0590951996844322","1.0594692413339708","1.060397522128049","1.0598109349255842","1.060892324829536","1.0614044199256099","1.0606328893075712","1.0606176924982496","1.0614930075107105","1.0595327193946307","1.058105106759046","1.0632423505643922","1.0702270957881834","1.0690004348934234","1.0677872557143444","1.0649960987474605"],"lowVolume":false,"coinrankingUrl":"https://coinranking.com/coin/B42IRxNtoYmwK+thetatoken-theta","24hVolume":"15358205","btcPrice":"0.000054706082173551"}]}}

Formatting Digital Coin example

JSON text transferred from the API in the previous cell was converted to a Python Dictionary called json. The "coins" in the dictionary contain a list of the most relevant data. Look at the code and comments to see how the original text is turned into something understandable. Additionally, there are error check to make sure we are starting the code with the expectation that the API was run correctly.

"""
This cell is dependent on valid run of API above.
- try and except code is making sure "json" was properly run above
- inside second try is code that is used to process Coin API data

Note.  Run this cell repeatedly to format data without re-activating API
"""

try:
    print("JSON data is Python type: " + str(type(json)))
    try:
        # Extracting Coins JSON status, if the API worked
        status = json.get('status')
        print("API status: " + status)
        print()
        
        # Extracting Coins JSON data, data about the coins
        data = json.get('data')
        
        # Procedural abstraction of Print code for coins
        def print_coin(c):
            print(c["symbol"], c["price"])
            print("Icon Url: " + c["iconUrl"])
            print("Rank Url: " + c["coinrankingUrl"])

        # Coins data was observed to be a list
        for coin in data['coins']:
            print_coin(coin)
            print()
            
    except:
        print("Did you insert a valid key in X-RapidAPI-Key of API cell above?")
        print(json)
except:
    print("This cell is dependent on running API call in cell above!")
JSON data is Python type: <class 'dict'>
API status: success

BTC 19446.526630766624
Icon Url: https://cdn.coinranking.com/bOabBYkcX/bitcoin_btc.svg
Rank Url: https://coinranking.com/coin/Qwsogvtv82FCd+bitcoin-btc

ETH 1323.4314930850326
Icon Url: https://cdn.coinranking.com/rk4RKHOuW/eth.svg
Rank Url: https://coinranking.com/coin/razxDUgYGNAdQ+ethereum-eth

USDT 1.001011961385617
Icon Url: https://cdn.coinranking.com/mgHqwlCLj/usdt.svg
Rank Url: https://coinranking.com/coin/HIVsRcGKkPFtW+tetherusd-usdt

USDC 1.0008271785402276
Icon Url: https://cdn.coinranking.com/jkDf8sQbY/usdc.svg
Rank Url: https://coinranking.com/coin/aKzUVe4Hh_CON+usdc-usdc

BNB 278.07447179502185
Icon Url: https://cdn.coinranking.com/B1N19L_dZ/bnb.svg
Rank Url: https://coinranking.com/coin/WcwrkfNI4FUAe+binancecoin-bnb

XRP 0.5339172229684234
Icon Url: https://cdn.coinranking.com/B1oPuTyfX/xrp.svg
Rank Url: https://coinranking.com/coin/-l8Mn2pVlRs-p+xrp-xrp

BUSD 1.0009753499868659
Icon Url: https://cdn.coinranking.com/6SJHRfClq/busd.svg
Rank Url: https://coinranking.com/coin/vSo2fu9iE1s0Y+binanceusd-busd

ADA 0.4238178137909092
Icon Url: https://cdn.coinranking.com/ryY28nXhW/ada.svg
Rank Url: https://coinranking.com/coin/qzawljRxB5bYu+cardano-ada

SOL 33.02560544027508
Icon Url: https://cdn.coinranking.com/yvUG4Qex5/solana.svg
Rank Url: https://coinranking.com/coin/zNZHO_Sjf+solana-sol

DOGE 0.06225808311467804
Icon Url: https://cdn.coinranking.com/H1arXIuOZ/doge.svg
Rank Url: https://coinranking.com/coin/a91GCGd_u96cF+dogecoin-doge

DOT 6.454906764917274
Icon Url: https://cdn.coinranking.com/RsljYqnbu/polkadot.svg
Rank Url: https://coinranking.com/coin/25W7FG7om+polkadot-dot

MATIC 0.8309560754104194
Icon Url: https://cdn.coinranking.com/WulYRq14o/polygon.png
Rank Url: https://coinranking.com/coin/uW2tk-ILY0ii+polygon-matic

SHIB 0.00001102619997379
Icon Url: https://cdn.coinranking.com/D69LfI-tm/shib.png
Rank Url: https://coinranking.com/coin/xz24e0BjL+shibainu-shib

DAI 1.0005340180549105
Icon Url: https://cdn.coinranking.com/mAZ_7LwOE/mutli-collateral-dai.svg
Rank Url: https://coinranking.com/coin/MoTuySvg7+dai-dai

TRX 0.06402759213914373
Icon Url: https://cdn.coinranking.com/behejNqQs/trx.svg
Rank Url: https://coinranking.com/coin/qUhEFk1I61atv+tron-trx

WETH 1326.2299945187167
Icon Url: https://cdn.coinranking.com/KIviQyZlt/weth.svg
Rank Url: https://coinranking.com/coin/Mtfb0obXVh59u+wrappedether-weth

UNI 6.571611631998014
Icon Url: https://cdn.coinranking.com/1heSvUgtl/uniswap-v2.svg?size=48x48
Rank Url: https://coinranking.com/coin/_H5FVG9iW+uniswap-uni

AVAX 16.984694868918936
Icon Url: https://cdn.coinranking.com/S0C6Cw2-w/avax-avalanche.png
Rank Url: https://coinranking.com/coin/dvUj0CzDZ+avalanche-avax

CAKE 4.58503631396539
Icon Url: https://cdn.coinranking.com/aRtgdw7bQ/pancakeswap-cake-logo.png
Rank Url: https://coinranking.com/coin/ncYFcP709+pancakeswap-cake

ATOM 13.165762742382915
Icon Url: https://cdn.coinranking.com/HJzHboruM/atom.svg
Rank Url: https://coinranking.com/coin/Knsels4_Ol-Ny+cosmos-atom

OKB 15.62500942975709
Icon Url: https://cdn.coinranking.com/xcZdYtX6E/okx.png
Rank Url: https://coinranking.com/coin/PDKcptVnzJTmN+okb-okb

LTC 54.16684027168919
Icon Url: https://cdn.coinranking.com/BUvPxmc9o/ltcnew.svg
Rank Url: https://coinranking.com/coin/D7B1x_ks7WhV5+litecoin-ltc

FTT 24.11145350485579
Icon Url: https://cdn.coinranking.com/WyBm4_EzM/ftx-exchange.svg
Rank Url: https://coinranking.com/coin/NfeOYfNcl+ftxtoken-ftt

ETC 26.98510694624741
Icon Url: https://cdn.coinranking.com/rJfyor__W/etc.svg
Rank Url: https://coinranking.com/coin/hnfQfsYfeIGUQ+ethereumclassic-etc

XMR 145.5218743801929
Icon Url: https://cdn.coinranking.com/Syz-oSd_Z/xmr.svg
Rank Url: https://coinranking.com/coin/3mVx2FX_iJFp5+monero-xmr

XLM 0.12778339902187025
Icon Url: https://cdn.coinranking.com/78CxK1xsp/Stellar_symbol_black_RGB.svg
Rank Url: https://coinranking.com/coin/f3iaFeCKEmkaZ+stellar-xlm

ALGO 0.33575039480010116
Icon Url: https://cdn.coinranking.com/lzbmCkUGB/algo.svg
Rank Url: https://coinranking.com/coin/TpHE2IShQw-sJ+algorand-algo

BCH 117.31466737078215
Icon Url: https://cdn.coinranking.com/By8ziihX7/bch.svg
Rank Url: https://coinranking.com/coin/ZlZpzOJo43mIo+bitcoincash-bch

CRO 0.10783968322644086
Icon Url: https://cdn.coinranking.com/2o91jm73M/cro.svg
Rank Url: https://coinranking.com/coin/65PHZTpmE55b+cronos-cro

NEAR 3.5129429294052987
Icon Url: https://cdn.coinranking.com/Cth83dCnl/near.png
Rank Url: https://coinranking.com/coin/DCrsaMv68+nearprotocol-near

LUNC 0.00030101941524412
Icon Url: https://cdn.coinranking.com/F-PJdF8Um/LUNA.svg
Rank Url: https://coinranking.com/coin/AaQUAs2Mc+terraclassic-lunc

ENS 17.97421560289156
Icon Url: https://cdn.coinranking.com/fmYxEUV5a/cropped-logo37-Converted-01-192x192.png
Rank Url: https://coinranking.com/coin/SbWqqTui-+energyswap-ens

WEMIX 1.773347644574502
Icon Url: https://cdn.coinranking.com/1N84MQsoO/7548.png
Rank Url: https://coinranking.com/coin/08CsQa-Ov+wemixtoken-wemix

FLOW 1.698906011277202
Icon Url: https://cdn.coinranking.com/xh8X8QBss/flow.png
Rank Url: https://coinranking.com/coin/QQ0NCmjVq+flow-flow

FIL 5.4304389782267775
Icon Url: https://cdn.coinranking.com/vUmvv-IQA/FIL3-filecoin.svg?size=48x48
Rank Url: https://coinranking.com/coin/ymQub4fuB+filecoin-fil

ICP 5.874263023990226
Icon Url: https://cdn.coinranking.com/1uJ_RVrmC/dfinity-icp.png
Rank Url: https://coinranking.com/coin/aMNLwaUbY+internetcomputerdfinity-icp

VET 0.023385278574730804
Icon Url: https://cdn.coinranking.com/B1_TDu9Dm/VEN.svg
Rank Url: https://coinranking.com/coin/FEbS54wxo4oIl+vechain-vet

MANA 0.6943650593235319
Icon Url: https://cdn.coinranking.com/ph_svUzXs/decentraland(1).svg
Rank Url: https://coinranking.com/coin/tEf7-dnwV3BXS+decentraland-mana

QNT 152.64296770383748
Icon Url: https://cdn.coinranking.com/a-i9Dl392/quant.png
Rank Url: https://coinranking.com/coin/bauj_21eYVwso+quant-qnt

IMX 0.7346947755345895
Icon Url: https://cdn.coinranking.com/naRGT2Y_X/10603.png
Rank Url: https://coinranking.com/coin/Z96jIvLU7+immutablex-imx

HBAR 0.06008104648101868
Icon Url: https://cdn.coinranking.com/dSCnSLilQ/hedera.svg
Rank Url: https://coinranking.com/coin/jad286TjB+hedera-hbar

FRAX 1.000106000282288
Icon Url: https://cdn.coinranking.com/BpVNCX-NM/frax.png
Rank Url: https://coinranking.com/coin/KfWtaeV1W+frax-frax

EGLD 56.49380359320693
Icon Url: https://cdn.coinranking.com/X62ruAuZQ/Elrond.svg
Rank Url: https://coinranking.com/coin/omwkOTglq+elrond-egld

XTZ 1.4292037319140618
Icon Url: https://cdn.coinranking.com/HkLUdilQ7/xtz.svg
Rank Url: https://coinranking.com/coin/fsIbGOEJWbzxG+tezos-xtz

CHZ 0.2152579477933994
Icon Url: https://cdn.coinranking.com/gTsOlSnwR/4066.png
Rank Url: https://coinranking.com/coin/GSCt2y6YSgO26+chiliz-chz

SAND 0.8357265242033445
Icon Url: https://cdn.coinranking.com/kd_vwOcnI/sandbox.png
Rank Url: https://coinranking.com/coin/pxtKbG5rg+thesandbox-sand

LDO 1.4510972563367976
Icon Url: https://cdn.coinranking.com/Wp6LFY6ZZ/8000.png
Rank Url: https://coinranking.com/coin/Pe93bIOD2+lidodaotoken-ldo

EOS 1.1256298447203383
Icon Url: https://cdn.coinranking.com/PqOYrWSje/eos2.svg
Rank Url: https://coinranking.com/coin/iAzbfXiBBKkR6+eos-eos

AAVE 75.68018216960503
Icon Url: https://cdn.coinranking.com/4bpYKqV4X/AAVE.png
Rank Url: https://coinranking.com/coin/ixgUfzmLR+aave-aave

THETA 1.063843283852865
Icon Url: https://cdn.coinranking.com/HJHg2k9Lf/theta.svg
Rank Url: https://coinranking.com/coin/B42IRxNtoYmwK+thetatoken-theta

Go deeper into APIs

Web Development vs Jupyter Notebook. A notebook is certainly a great place to start. But, for your end of Trimester project we want you to build the skill to reference and use APIs within your Project. Here are some resources to get you started with this journey.

# RapidAPI page https://rapidapi.com/gorlavasudeva/api/mcu-comics-and-characters/

# Begin Rapid API Code
import requests

url = "https://mcu-comics-and-characters.p.rapidapi.com/mcu/comics"

headers = {
	"X-RapidAPI-Key": "40507ace9fmshcdcac9ccdd404c3p1d6853jsn21cc92ac2d5e",
	"X-RapidAPI-Host": "mcu-comics-and-characters.p.rapidapi.com"
}

response = requests.request("GET", url, headers=headers)
#print(response.text)
# End Rapid API Code
#json = response.json()  # convert response to python json object 

movies = response.json()

movies.pop(0)
  
for movie in movies:
    print(movie["title"]) 
    print("\t" + movie["link"])
    # print("\t" + movie["source"])
    
MCU List:
Agents of S.H.I.E.L.D.: The Chase
	https://marvelcinematicuniverse.fandom.com/wiki/Agents_of_S.H.I.E.L.D.:_The_Chase
Ant-Man - Scott Lang: Small Time
	https://marvelcinematicuniverse.fandom.com/wiki/Ant-Man_-_Scott_Lang:_Small_Time
Ant-Man and the Wasp Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Ant-Man_and_the_Wasp_Prelude
Ant-Man Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Ant-Man_Prelude
Ant-Man: Larger Than Life
	https://marvelcinematicuniverse.fandom.com/wiki/Ant-Man:_Larger_Than_Life
Avengers: Age of Ultron Prelude - This Scepter'd Isle
	https://marvelcinematicuniverse.fandom.com/wiki/Avengers:_Age_of_Ultron_Prelude_-_This_Scepter%27d_Isle
Avengers: Age of Ultron: Episode 0
	https://marvelcinematicuniverse.fandom.com/wiki/Avengers:_Age_of_Ultron:_Episode_0
Avengers: Endgame Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Avengers:_Endgame_Prelude
Avengers: Infinity War Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Avengers:_Infinity_War_Prelude
Avengers: Operation HYDRA
	https://marvelcinematicuniverse.fandom.com/wiki/Avengers:_Operation_HYDRA
Black Panther Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Black_Panther_Prelude
Black Widow Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Black_Widow_Prelude
Captain America & Thor: Avengers!
	https://marvelcinematicuniverse.fandom.com/wiki/Captain_America_%26_Thor:_Avengers!
Captain America: Civil War Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_Civil_War_Prelude
Captain America: Civil War Prelude Infinite Comic
	https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_Civil_War_Prelude_Infinite_Comic
Captain America: Evil Lurks Everywhere
	https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_Evil_Lurks_Everywhere
Captain America: First Vengeance
	https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_First_Vengeance
Captain America: Homecoming
	https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_Homecoming
Captain America: Road to War
	https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_Road_to_War
Captain America: The First Avenger Adaptation
	https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_The_First_Avenger_Adaptation
Captain America: The Winter Soldier Infinite Comic
	https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_The_Winter_Soldier_Infinite_Comic
Captain Marvel Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Captain_Marvel_Prelude
Doctor Strange Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Doctor_Strange_Prelude
Doctor Strange Prelude - The Zealot
	https://marvelcinematicuniverse.fandom.com/wiki/Doctor_Strange_Prelude_-_The_Zealot
Doctor Strange: Episode 0
	https://marvelcinematicuniverse.fandom.com/wiki/Doctor_Strange:_Episode_0
Doctor Strange: Mystic Apprentice
	https://marvelcinematicuniverse.fandom.com/wiki/Doctor_Strange:_Mystic_Apprentice
Eternals: The 500 Year War
	https://marvelcinematicuniverse.fandom.com/wiki/Eternals:_The_500_Year_War
Guardians of the Galaxy Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Guardians_of_the_Galaxy_Prelude
Guardians of the Galaxy Prequel Infinite Comic
	https://marvelcinematicuniverse.fandom.com/wiki/Guardians_of_the_Galaxy_Prequel_Infinite_Comic
Guardians of the Galaxy Vol. 2 Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Guardians_of_the_Galaxy_Vol._2_Prelude
Guardians of the Galaxy: Galaxy's Most Wanted
	https://marvelcinematicuniverse.fandom.com/wiki/Guardians_of_the_Galaxy:_Galaxy%27s_Most_Wanted
Iron Man 2 Adaptation
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2_Adaptation
Iron Man 2: Black Widow: Agent of S.H.I.E.L.D.
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Black_Widow:_Agent_of_S.H.I.E.L.D.
Iron Man 2: Fist of Iron
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Fist_of_Iron
Iron Man 2: Nick Fury: Director of S.H.I.E.L.D.
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Nick_Fury:_Director_of_S.H.I.E.L.D.
Iron Man 2: Phil Coulson: Agent of S.H.I.E.L.D.
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Phil_Coulson:_Agent_of_S.H.I.E.L.D.
Iron Man 2: Public Identity
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Public_Identity
Iron Man 2: Security Breach
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Security_Breach
Iron Man 3 Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_3_Prelude
Iron Man Royal Purple Custom Comic
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_Royal_Purple_Custom_Comic
Iron Man: Fast Friends
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_Fast_Friends
Iron Man: I Am Iron Man!
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_I_Am_Iron_Man!
Iron Man: Limited Edition
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_Limited_Edition
Iron Man: Security Measures
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_Security_Measures
Iron Man: The Coming of the Melter
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_The_Coming_of_the_Melter
Iron Man: The Price of Doing Business
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_The_Price_of_Doing_Business
Iron Man: Will Online Evils Prevail?
	https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_Will_Online_Evils_Prevail%3F
Jessica Jones (comic)
	https://marvelcinematicuniverse.fandom.com/wiki/Jessica_Jones_(comic)
List of Multiverse Comics
	https://marvelcinematicuniverse.fandom.com/wiki/List_of_Multiverse_Comics
Nick Fury: Spies Like Us
	https://marvelcinematicuniverse.fandom.com/wiki/Nick_Fury:_Spies_Like_Us
Spider-Man: Far From Home - Got To Hand it To Him
	https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Far_From_Home_-_Got_To_Hand_it_To_Him
Spider-Man: Far From Home - Them's The Brakes
	https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Far_From_Home_-_Them%27s_The_Brakes
Spider-Man: Far From Home Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Far_From_Home_Prelude
Spider-Man: Homecoming Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Homecoming_Prelude
Spider-Man: Homecoming: Fight or Flight
	https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Homecoming:_Fight_or_Flight
Spider-Man: Homecoming: Morning Rush
	https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Homecoming:_Morning_Rush
Spider-Man: Homecoming: School of Shock
	https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Homecoming:_School_of_Shock
The Avengers Adaptation
	https://marvelcinematicuniverse.fandom.com/wiki/The_Avengers_Adaptation
The Avengers Prelude: Black Widow Strikes
	https://marvelcinematicuniverse.fandom.com/wiki/The_Avengers_Prelude:_Black_Widow_Strikes
The Avengers Prelude: Fury's Big Week
	https://marvelcinematicuniverse.fandom.com/wiki/The_Avengers_Prelude:_Fury%27s_Big_Week
The Avengers: Iron Man Mark VII
	https://marvelcinematicuniverse.fandom.com/wiki/The_Avengers:_Iron_Man_Mark_VII
The Avengers: The Avengers Initiative
	https://marvelcinematicuniverse.fandom.com/wiki/The_Avengers:_The_Avengers_Initiative
The Incredible Hulk: The Big Picture
	https://marvelcinematicuniverse.fandom.com/wiki/The_Incredible_Hulk:_The_Big_Picture
The Incredible Hulk: The Fury Files
	https://marvelcinematicuniverse.fandom.com/wiki/The_Incredible_Hulk:_The_Fury_Files
Thor Adaptation
	https://marvelcinematicuniverse.fandom.com/wiki/Thor_Adaptation
Thor, The Mighty Avenger
	https://marvelcinematicuniverse.fandom.com/wiki/Thor,_The_Mighty_Avenger
Thor: Crown of Fools
	https://marvelcinematicuniverse.fandom.com/wiki/Thor:_Crown_of_Fools
Thor: Ragnarok Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Thor:_Ragnarok_Prelude
Thor: Rescue
	https://marvelcinematicuniverse.fandom.com/wiki/Thor:_Rescue
Thor: The Dark World Prelude
	https://marvelcinematicuniverse.fandom.com/wiki/Thor:_The_Dark_World_Prelude
# Begin Rapid API Code
import requests

url = "https://mcu-comics-and-characters.p.rapidapi.com/mcu/comics"

headers = {
	"X-RapidAPI-Key": "40507ace9fmshcdcac9ccdd404c3p1d6853jsn21cc92ac2d5e",
	"X-RapidAPI-Host": "mcu-comics-and-characters.p.rapidapi.com"
}

response = requests.request("GET", url, headers=headers)
#print(response.text)
# End Rapid API Code
json = response.json()  # convert response to python json object

print (json)
[{'title': 'File:85F11A8E-6503-4B71-B65C-B67E3EF50378.jpeg', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/File:85F11A8E-6503-4B71-B65C-B67E3EF50378.jpeg', 'source': 'fandom'}, {'title': 'Agents of S.H.I.E.L.D.: The Chase', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Agents_of_S.H.I.E.L.D.:_The_Chase', 'source': 'fandom'}, {'title': 'Ant-Man - Scott Lang: Small Time', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Ant-Man_-_Scott_Lang:_Small_Time', 'source': 'fandom'}, {'title': 'Ant-Man and the Wasp Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Ant-Man_and_the_Wasp_Prelude', 'source': 'fandom'}, {'title': 'Ant-Man Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Ant-Man_Prelude', 'source': 'fandom'}, {'title': 'Ant-Man: Larger Than Life', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Ant-Man:_Larger_Than_Life', 'source': 'fandom'}, {'title': "Avengers: Age of Ultron Prelude - This Scepter'd Isle", 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Avengers:_Age_of_Ultron_Prelude_-_This_Scepter%27d_Isle', 'source': 'fandom'}, {'title': 'Avengers: Age of Ultron: Episode 0', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Avengers:_Age_of_Ultron:_Episode_0', 'source': 'fandom'}, {'title': 'Avengers: Endgame Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Avengers:_Endgame_Prelude', 'source': 'fandom'}, {'title': 'Avengers: Infinity War Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Avengers:_Infinity_War_Prelude', 'source': 'fandom'}, {'title': 'Avengers: Operation HYDRA', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Avengers:_Operation_HYDRA', 'source': 'fandom'}, {'title': 'Black Panther Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Black_Panther_Prelude', 'source': 'fandom'}, {'title': 'Black Widow Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Black_Widow_Prelude', 'source': 'fandom'}, {'title': 'Captain America & Thor: Avengers!', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Captain_America_%26_Thor:_Avengers!', 'source': 'fandom'}, {'title': 'Captain America: Civil War Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_Civil_War_Prelude', 'source': 'fandom'}, {'title': 'Captain America: Civil War Prelude Infinite Comic', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_Civil_War_Prelude_Infinite_Comic', 'source': 'fandom'}, {'title': 'Captain America: Evil Lurks Everywhere', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_Evil_Lurks_Everywhere', 'source': 'fandom'}, {'title': 'Captain America: First Vengeance', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_First_Vengeance', 'source': 'fandom'}, {'title': 'Captain America: Homecoming', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_Homecoming', 'source': 'fandom'}, {'title': 'Captain America: Road to War', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_Road_to_War', 'source': 'fandom'}, {'title': 'Captain America: The First Avenger Adaptation', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_The_First_Avenger_Adaptation', 'source': 'fandom'}, {'title': 'Captain America: The Winter Soldier Infinite Comic', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Captain_America:_The_Winter_Soldier_Infinite_Comic', 'source': 'fandom'}, {'title': 'Captain Marvel Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Captain_Marvel_Prelude', 'source': 'fandom'}, {'title': 'Doctor Strange Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Doctor_Strange_Prelude', 'source': 'fandom'}, {'title': 'Doctor Strange Prelude - The Zealot', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Doctor_Strange_Prelude_-_The_Zealot', 'source': 'fandom'}, {'title': 'Doctor Strange: Episode 0', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Doctor_Strange:_Episode_0', 'source': 'fandom'}, {'title': 'Doctor Strange: Mystic Apprentice', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Doctor_Strange:_Mystic_Apprentice', 'source': 'fandom'}, {'title': 'Eternals: The 500 Year War', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Eternals:_The_500_Year_War', 'source': 'fandom'}, {'title': 'Guardians of the Galaxy Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Guardians_of_the_Galaxy_Prelude', 'source': 'fandom'}, {'title': 'Guardians of the Galaxy Prequel Infinite Comic', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Guardians_of_the_Galaxy_Prequel_Infinite_Comic', 'source': 'fandom'}, {'title': 'Guardians of the Galaxy Vol. 2 Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Guardians_of_the_Galaxy_Vol._2_Prelude', 'source': 'fandom'}, {'title': "Guardians of the Galaxy: Galaxy's Most Wanted", 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Guardians_of_the_Galaxy:_Galaxy%27s_Most_Wanted', 'source': 'fandom'}, {'title': 'Iron Man 2 Adaptation', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2_Adaptation', 'source': 'fandom'}, {'title': 'Iron Man 2: Black Widow: Agent of S.H.I.E.L.D.', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Black_Widow:_Agent_of_S.H.I.E.L.D.', 'source': 'fandom'}, {'title': 'Iron Man 2: Fist of Iron', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Fist_of_Iron', 'source': 'fandom'}, {'title': 'Iron Man 2: Nick Fury: Director of S.H.I.E.L.D.', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Nick_Fury:_Director_of_S.H.I.E.L.D.', 'source': 'fandom'}, {'title': 'Iron Man 2: Phil Coulson: Agent of S.H.I.E.L.D.', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Phil_Coulson:_Agent_of_S.H.I.E.L.D.', 'source': 'fandom'}, {'title': 'Iron Man 2: Public Identity', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Public_Identity', 'source': 'fandom'}, {'title': 'Iron Man 2: Security Breach', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_2:_Security_Breach', 'source': 'fandom'}, {'title': 'Iron Man 3 Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_3_Prelude', 'source': 'fandom'}, {'title': 'Iron Man Royal Purple Custom Comic', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man_Royal_Purple_Custom_Comic', 'source': 'fandom'}, {'title': 'Iron Man: Fast Friends', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_Fast_Friends', 'source': 'fandom'}, {'title': 'Iron Man: I Am Iron Man!', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_I_Am_Iron_Man!', 'source': 'fandom'}, {'title': 'Iron Man: Limited Edition', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_Limited_Edition', 'source': 'fandom'}, {'title': 'Iron Man: Security Measures', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_Security_Measures', 'source': 'fandom'}, {'title': 'Iron Man: The Coming of the Melter', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_The_Coming_of_the_Melter', 'source': 'fandom'}, {'title': 'Iron Man: The Price of Doing Business', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_The_Price_of_Doing_Business', 'source': 'fandom'}, {'title': 'Iron Man: Will Online Evils Prevail?', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Iron_Man:_Will_Online_Evils_Prevail%3F', 'source': 'fandom'}, {'title': 'Jessica Jones (comic)', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Jessica_Jones_(comic)', 'source': 'fandom'}, {'title': 'List of Multiverse Comics', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/List_of_Multiverse_Comics', 'source': 'fandom'}, {'title': 'Nick Fury: Spies Like Us', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Nick_Fury:_Spies_Like_Us', 'source': 'fandom'}, {'title': 'Spider-Man: Far From Home - Got To Hand it To Him', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Far_From_Home_-_Got_To_Hand_it_To_Him', 'source': 'fandom'}, {'title': "Spider-Man: Far From Home - Them's The Brakes", 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Far_From_Home_-_Them%27s_The_Brakes', 'source': 'fandom'}, {'title': 'Spider-Man: Far From Home Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Far_From_Home_Prelude', 'source': 'fandom'}, {'title': 'Spider-Man: Homecoming Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Homecoming_Prelude', 'source': 'fandom'}, {'title': 'Spider-Man: Homecoming: Fight or Flight', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Homecoming:_Fight_or_Flight', 'source': 'fandom'}, {'title': 'Spider-Man: Homecoming: Morning Rush', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Homecoming:_Morning_Rush', 'source': 'fandom'}, {'title': 'Spider-Man: Homecoming: School of Shock', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Spider-Man:_Homecoming:_School_of_Shock', 'source': 'fandom'}, {'title': 'The Avengers Adaptation', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/The_Avengers_Adaptation', 'source': 'fandom'}, {'title': 'The Avengers Prelude: Black Widow Strikes', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/The_Avengers_Prelude:_Black_Widow_Strikes', 'source': 'fandom'}, {'title': "The Avengers Prelude: Fury's Big Week", 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/The_Avengers_Prelude:_Fury%27s_Big_Week', 'source': 'fandom'}, {'title': 'The Avengers: Iron Man Mark VII', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/The_Avengers:_Iron_Man_Mark_VII', 'source': 'fandom'}, {'title': 'The Avengers: The Avengers Initiative', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/The_Avengers:_The_Avengers_Initiative', 'source': 'fandom'}, {'title': 'The Incredible Hulk: The Big Picture', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/The_Incredible_Hulk:_The_Big_Picture', 'source': 'fandom'}, {'title': 'The Incredible Hulk: The Fury Files', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/The_Incredible_Hulk:_The_Fury_Files', 'source': 'fandom'}, {'title': 'Thor Adaptation', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Thor_Adaptation', 'source': 'fandom'}, {'title': 'Thor, The Mighty Avenger', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Thor,_The_Mighty_Avenger', 'source': 'fandom'}, {'title': 'Thor: Crown of Fools', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Thor:_Crown_of_Fools', 'source': 'fandom'}, {'title': 'Thor: Ragnarok Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Thor:_Ragnarok_Prelude', 'source': 'fandom'}, {'title': 'Thor: Rescue', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Thor:_Rescue', 'source': 'fandom'}, {'title': 'Thor: The Dark World Prelude', 'link': 'https://marvelcinematicuniverse.fandom.com/wiki/Thor:_The_Dark_World_Prelude', 'source': 'fandom'}]
import requests

url = "https://marvel-quote-api.p.rapidapi.com/"

headers = {
	"X-RapidAPI-Key": "40507ace9fmshcdcac9ccdd404c3p1d6853jsn21cc92ac2d5e",
	"X-RapidAPI-Host": "marvel-quote-api.p.rapidapi.com"
}

response = requests.request("GET", url, headers=headers)

print(response.text)
<!DOCTYPE html>
<html lang="en">
  <head>
    <title>Run this Repl to see the results here.</title>
    <link rel="stylesheet"
          href="https://fonts.googleapis.com/css?family=IBM+Plex+Sans">
    <style>
      body {
        margin: 0;
        height: 100vh;
        display: flex;
        justify-content: center;
        align-items: center;
        background: #1c2333;
        font-family: "IBM Plex Sans", "sans";
        color: #f5f9fc;
      }

      .title-box {
        font-size: 12px;
        inline-size: max-content;
      }

      .err-box {
        padding: 1em;
        max-width: 30em;
        width: 100vw;
      }

      .message {
        display: flex;
        flex-direction: column;
        align-items: center;
      }

      @media (max-width: 500px) {
        .message {
          flex-direction: column;
          align-items: center;
        }
      }

      .eval-bot {
        margin: 2em;
      }

      .console {
        background-color: #0e1628;
        color: #fff;
        font-family: "IBM Plex Sans", "sans";
        padding: 1em;
        margin: 1em;
      }

      .footer {
        margin: 1em;
        display: flex;
        justify-content: center;
        align-items: center;
      }

      .link-icon {
        margin-right: 20px;
        margin-top: 4px;
      }

      a {
        color: #c2c8cc;
      }
    </style>

    <script>
      var reload_timeout = setTimeout(function () {
        window.location.reload();
      }, 60000);
    </script>
  </head>

  <body>
    <div class="err-box">
      <div class="message">
        <div class="eval-bot">
          <svg
            width="290"
            height="147"
            viewBox="0 0 290 147"
            fill="none"
            xmlns="http://www.w3.org/2000/svg"
          >
            <path
              d="M286.619 23.7207C289.534 27.4209 290.848 32.8497 287.611 40.7404C278.97 61.797 266.814 96.0691 266.814 96.0691C266.814 96.0691 263.84 110.374 247.366 110.374H81.9192L69.2234 94.1967L269.605 4.86339L273.294 6.84472L286.619 23.7207Z"
              fill="#006D21"
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              d="M69.2235 94.1967H234.671C251.144 94.1967 254.119 79.8915 254.119 79.8915C254.119 79.8915 266.274 45.6144 274.939 24.5628C283.605 3.51112 259.815 0.00416558 259.815 0.00416558H90.7234C90.7234 0.00416558 78.9745 -0.669489 71.2757 15.1168C63.5769 30.903 55.0652 58.8398 55.0652 58.8398L69.2235 94.1967Z"
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              d="M130.105 13.9131L129.406 36.1585L90.5153 119.825L91.2093 97.5798L130.105 13.9131Z"
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              fill="#5162F6"
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              d="M67.4734 85.9197L66.7794 108.165L25.6828 146.489L26.3768 124.244L67.4734 85.9197Z"
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              d="M26.3768 124.244L25.6828 146.489L1 134.031L1.69403 111.786L26.3768 124.244Z"
              fill="#162DA3"
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              d="M45.4974 75.1214L29.6288 88.4013L20.3486 83.1211L18.3954 61.8118L45.4974 75.1214Z"
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              d="M130.105 13.9131L18.3954 61.8118L45.4974 75.1214L29.6288 88.4013L1.69403 111.786L26.3768 124.244L67.4734 85.9197L91.2093 97.5798L130.105 13.9131Z"
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              stroke-linecap="round"
              stroke-linejoin="round"
            />
            <path
              d="M130.105 13.9131L129.406 36.1585L90.5153 119.825L66.7794 108.165L25.6828 146.489L1 134.031L1.69403 111.786"
              stroke="#1D2332"
              stroke-linecap="round"
              stroke-linejoin="round"
            />
            <path
              d="M18.3954 61.8118L20.3486 83.1211L29.6288 88.4013L29.6586 88.4211"
              stroke="#1D2332"
              stroke-linecap="round"
              stroke-linejoin="round"
            />
            <path
              d="M66.7794 108.165L67.4734 85.9197"
              stroke="#1D2332"
              stroke-linecap="round"
              stroke-linejoin="round"
            />
            <path
              d="M91.2093 97.5798L90.5153 119.825"
              stroke="#1D2332"
              stroke-linecap="round"
              stroke-linejoin="round"
            />
            <path
              d="M26.3768 124.244L25.6828 146.489"
              stroke="#1D2332"
              stroke-linecap="round"
              stroke-linejoin="round"
            />
          </svg>
        </div>
        <div class="title-box">
          <h1>Run this Repl to see the results here.</h1>
        </div>
      </div>
      <div class="footer">
        <div class="link-icon">
          <svg
            width="16"
            height="16"
            viewBox="0 0 16 16"
            fill="none"
            xmlns="http://www.w3.org/2000/svg"
          >
            <path
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        </div>
        <div class="repl-links">
          <a href="https://replit.com">Go to Replit</a>
        </div>
        <div></div>
      </div>
    </div>
  </body>
</html>

Hacks

Find and use an API as part of your project. An API and a little coding logic will be a big step toward getting meaningful data for a project. There are many API providers, find one that might work for your project to complete this hack. When picking an API you are looking for something that will work with either JavaScript Fetch or Python Request. Here are some samples, these are not qualified in any way.

Show API and format results in either Web Page or Jupyter Notebook. Ultimately, I will expect that we do APIs in backend (Python/Flask). However, for this Hack you can pick your preference. We will discuss pros and cons in next API tech talk.