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Conducting Exploratory Data Analysis of Nobel Prizes
Conducting Exploratory Data Analysis of Nobel Prizes
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Proportion of Females
We aim to analyze the gender distribution across all categories of the awards, including Economic Sciences, Physics, Chemistry, Peace, Physiology or Medicine, and Literature, to identify which gender predominates in each field.
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Create a new column in the
nobel
DataFrame that identifies if a laureate isfemale
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Calculate the decade for each Nobel Prize award.
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Compute the proportion of female winners for each decade and category.
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Plot the proportion of female winners per decade by categories.
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