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In this task you will explore the adult

Computer Science

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In this task you will explore the adult.arff dataset using Weka Explorer.The adult dataset which comes as part of the Weka installation is a dataset containing various attributes of individuals obtained through a census of people living in the US. The dataset was curated to be used to build a model that can predict whether or not an individual will earn greater than $50k based on his/her other attribute values. Load the adult.arff data file available in Weka and answer the following questions with justifications and screenshots.



-With the aid of a visualisation, identify the most populous age bracket? [5 mrks]
-With the aid of visualisations compare the distribution of the female population in this dataset (adult.arff) to Australia's female population distribution in 2019 as shown in the image below obtained from the Australian Bureau of Statistics (ABS). The distribution shown in the image reflects the entire population distribution of both females and males regardless of their income. Briefly discuss any two similarities/differences between the age distribution of females in the adult.arff dataset and the 2019 distribution of females in Australia . [15mrks ]