Measure Business Risk With Python.ipynb

{"cells":[{"metadata":{"trusted":true},"cell_type":"code","source":"import requests\n\ndemo = '183d95691ecd66c6ae4bd23d0240fea0'\nstocks = ['AAPL','MSFT','GOOG']\nfor stock in stocks:\n  income_statement = requests.get(f'https://financialmodelingprep.com/api/v3/income-statement/{stock}?apikey={demo}').json()\n\n  number_of_years = 0\n\n  revenues = []\n  operating_income = []\n  net_income = []\n\n  for item in income_statement:\n    if number_of_years < 5:\n      revenues.append(income_statement[number_of_years]['revenue'])\n      operating_income.append(income_statement[number_of_years]['operatingIncome'])\n      net_income.append(income_statement[number_of_years]['netIncome'])\n      number_of_years += 1","execution_count":7,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"#import numpy to compute mean and std deviation\nimport numpy\nrevenues_array = numpy.array(revenues)\noperating_income_array = numpy.array(operating_income)\nnet_income_array = numpy.array(net_income)\n\nCV_Sales = revenues_array.std() / revenues_array.mean()\nprint('Revenue Coefficient of Variation for '+ stock + ' is ' + str(round(CV_Sales,2)))\n\nCV_OI = operating_income_array.std() / operating_income_array.mean()\nprint('Operating Income Coefficient of Variation for '+ stock + ' is ' + str(round(CV_OI,2)))\n\nCV_Net_Income = net_income_array.std() / net_income_array.mean()\nprint('Net Income Coefficient of Variation for '+ stock + ' is ' + str(round(CV_Net_Income,2)) +'\\n')","execution_count":6,"outputs":[{"output_type":"stream","text":"Revenue Coefficient of Variation for GOOG is 0.27\nOperating Income Coefficient of Variation for GOOG is 0.19\nNet Income Coefficient of Variation for GOOG is 0.37\n\n","name":"stdout"}]}],"metadata":{"kernelspec":{"name":"python3","display_name":"Python 3","language":"python"},"language_info":{"name":"python","version":"3.7.8","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat":4,"nbformat_minor":4}