This program will allow one to analyze MercadoLibre's financial and user data in clever ways to provide insight to help the company grow. You will be able to predict search traffic so you can translate into the ability to successfully trade the stock.
This project leverages python 3.7, Google Colaboratory and Facebook Prophet library. You will install pystan and fbprohet temporarily on memory in the cloud while using the program on goole colab.
!pip install pystan !pip install fbprophet
To use this application simply clone the repository and save forecasting_net_prophet_google_colab.ipynb in the Jupyter Notebook. Then go to the https://colab.research.google.com/ to launch google colab and upload forecasting_net_prophet_google_colab.ipynb that saved to your jupyter notebook.
Get started using your jupyter notebook on Google Colab
Installing liabraries and modules on the cloud
Uploading and reading the .csv file
Plot of google search trends
Heatmap of google searches by hour
Close price during first half of 2020
Variable search trends
Plot predictions
The following 'yhat' represents Most Likely', 'yhat_lower' represents 'Worst Case' and 'yhat_upper'shows the 'Best Case' scenarios
Visualize the forecast results
The columns 'yhat', 'yhat_lower' and 'yhat_upper'renamed to Most Likely, 'Worst Case' the 'Best Case'
linkedin.com/in/john-sung-3675569
MIT License
Copyright (c) 2021 John Sung
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.