Fitting equations to data in Python and Plotly

One very powerful way to demonstrate understanding of data is to show quantitative model that explains the data. A common way to do this is to define a model that you think explain the data, and then fit this model to the data. Here, I show how to use the lmfit library to accomplish this in Python, and plot the results using Plotly.