Task 2 Price a Commodity Contract | JP Morgan Quantitative Research Virtual Experience

In this video, I go through my suggested solutions for Task 2 of the JPM Virtual Experience Program.
I made some tweaks to my answers from Task 1. 1) I changed the code such that the input can be a date in the form "MM/DD/YYYY" as opposed to an integer that is 'X' months after the initial month zero. 2) If the date exists in our historical database the model will output a historic gas price, otherwise, the model will predict the gas price for the given date.
Task 2 was all about understanding the pricing information associated with injecting, storing, and withdrawing natural gas. An addition that I made that was not very explicit in the instructions was having an injection rate, meaning that not all gas would necessarily be injected or withdrawn at one time.
Music Credit:
Song: Jarico - Island
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[@arthurkiselnikov]

Next one this weekend

[@radhika4511]

Can you make a video on JP Morgan Commercial banking as well. It will be very helpful.
Thanks

[@maxscharp]

I have ran the same code but the graphs don't match

[@raphdraft]

no way bro finally followed up

[@pablohierro5060]

i cant listen any music lol