Introduction to Big Data Analytics - IT Assignment Help

Assignment Task

Tasks
1. Create a database named “imdb” on the Compass tool.
2. Create two collections named “titles” (refers to title.basics.tsv.gz) and “ratings” (refers to title.ratings.tsv.gz).
3. Schema validation: Write JSON Schemas for each of the collections based on the descriptions.
4. Import data to the collections using Compass. Insert the data in titles.csv into “titles” and ratings.csv into “ratings”.
5. Perform schema analysis and describe the data characteristics. Go to the “Schema” tab and click on the “Schema analysis” button. Compass will generate an analysis for each column. You should describe the interesting characteristics of the data in the columns.
6. Perform some advanced analysis of the data using Aggregation. You must extract the following information and include the output.
a. Find the total number of movies released each year.
b. Find the top five Fantasy-Adventure movie titles (primaryTitle) released in 2021 according to the rating. [Hint: Genre must include both Fantasy and Adventure.]
c. Find the top five Fantasy-Adventure movie titles (primaryTitle) released in 2021 according to the number of votes. [Hint: Genre must include both Fantasy and Adventure.] 

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