Suppose you are working for the Australian Government as a "Data Scientist" to tackle  COVID-19 or any other future pandemic. Google has released a dataset on people's mobility during the pandemic. As a "Data Scientist" can you find some critical information from that dataset, which can help Australia tackle COVID-19?   Here, I need to  ● Explore the dataset based on your research question.   ● Find out the useful subset of the dataset, which will be helpful to answer your research question.   ● Create a NoSQL database with the subset of the dataset.   ● Query the NoSQL database and analyse the data to answer your research question.

 

Data Analysis to Select Subset Data:   ● Provide a discussion on the analysis of the dataset to select the useful subset of the dataset (After analysing this dataset, you can answer your research question). ● List the steps you have taken to find out the useful subset of the dataset. ● Submit the code (Any programming language) as a separate file named  "subset_dataselection". [Anything from software like Excel, PowerBI, Tableau is  not accepted.] 

 

Database Design Based on the Subset Data:   ● Provide a discussion on the logical design of your NoSQL database. (with a figure  showing the components and connections within the database.)   ● Justify your design.  ● Submit the code (Any programming language) as a separate file named  "subset_nosql_database_creation". 

 

Data Analysis:   ● Connect the database with any programming language of your choice. Write appropriate queries to fetch the required dataset and analyse it with any programming  language of your choice. Submit the code (Any programming language) as a separate file named "code_for_analysis".  ●  Provide a detailed analysis with appropriate visualisations to answer the research question. 

 

Findings :   ● Provide the discussion to answer your research question based on the findings from the analysis.    

 

Ethics and Privacy :   ● As this is a dataset of community mobility, how did Google protect the privacy of its user?  ● Research Australian Law on collecting public data and show the validity of this community mobility dataset according to Australian Law.  

 

Hosting on a remote server ● Please host a NoSQL database in the Azure cloud for public access with your  subset data according to your design. Now, make a video while accessing this  database from your personal computer using public IP and perform at least three queries. Upload this video to Google Drive and share the link at the end of the report or in a separate file.