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Analyze a dataset named boston (OA 5.7).
You are given a dataset named boston (OA 5.7). This dataset contains information collected by the US Census Service concerning housing in the area…
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. Once the clustering is complete, use the class labels to evaluate the accuracy of the clustering algorithm that you chose.
For this exercise, you need to work with the breast cancer Coimbra dataset. First download the dataset from OA 5.8 and load the data.…
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What about traveling and playing games?
You are given a data file containing observations for dating (see OA 6.6). Someone who dated 1000 people (!) recorded data about how much…
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How many countries became independent in the twentieth century?
answer the following questions using the “world” database, available for download from OA 7.2. Present your SQL queries and/or processes that you used to…
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How many unique vessels are available in the dataset?
For the following exercise, first download the AIS Dynamic Data available from OA 7.4. This data is collected by a Naval Academy receiver and…
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predict how the predictor attributes impact the overall rating of the restaurant.
A popular restaurant review website has released the dataset you can download from OA 8.3. Here each row represents an average rating of a…
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build another regression model to predict the total assets of an airline from the customers served by the airline.
For the next exercise, you are going to use the Airline Costs dataset available to download from OA 8.4. The dataset has the following…
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create a linear model and check if the perm has linear relationship with the remaining three attributes.
Download data from OA 8.5, which was obtained from BP Research (image analysis by Ronit Katz, University of Oxford). This dataset contains measurements on…
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What can you tell us about the rating of a movie from its budget and aggregated number of followers in social media channels?
For this exercise, you are going to work again with a movie review dataset. In this dataset, conventional and social media movies, the ratings,…
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Create a logistics regression model to predict the class label from the first eight attributes of the question set.
An automated answer-rating site marks each post in a community forum website as “good” or “bad” based on the quality of the post. The…