Check to see if your resulting data is: normal stationary still shows any cyclicity include statistics

INSTRUCTIONS TO CANDIDATES

ANSWER ALL QUESTIONS

Time Series Analysis 

Tasks

1. Choose an 'enviromental' time series that interests you that includes:

> 10 cycles worth of data

> 120 data points

you expect will have a trend and some seasonality

2. Import the time series into Python and convert (if necessary) into a Pandas DataFrame perform as much of the coding as you can directly on the DataFrame

3. Analyze the time series to: Detrend

Remove seasonality

Remove any additional cycles you observe

4. Check to see if your resulting data is: normal stationary still shows any cyclicity include statistics or plots that show your point

5. Explain: in a few paragraphs explain:

the trend, which might include things like the rate of change (i.e. your best fit parameters) the seasonality, which might include thigns like the period, the 'goodness of fit' and include any appropriate images/figures in your colab within the text boxes

6. Perform at least one additional test on your data. Dealer's choice.

Attachments:

Related Questions

. The fundamental operations of create, read, update, and delete (CRUD) in either Python or Java

CS 340 Milestone One Guidelines and Rubric  Overview: For this assignment, you will implement the fundamental operations of create, read, update,

. Develop a program to emulate a purchase transaction at a retail store. This  program will have two classes, a LineItem class and a Transaction class

Retail Transaction Programming Project  Project Requirements:  Develop a program to emulate a purchase transaction at a retail store. This

. The following program contains five errors. Identify the errors and fix them

7COM1028   Secure Systems Programming   Referral Coursework: Secure

. Accepts the following from a user: Item Name Item Quantity Item Price Allows the user to create a file to store the sales receipt contents

Create a GUI program that:Accepts the following from a user:Item NameItem QuantityItem PriceAllows the user to create a file to store the sales receip

. The final project will encompass developing a web service using a software stack and implementing an industry-standard interface. Regardless of whether you choose to pursue application development goals as a pure developer or as a software engineer

CS 340 Final Project Guidelines and Rubric  Overview The final project will encompass developing a web service using a software stack and impleme