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Conducting Exploratory Data Analysis of Nobel Prizes
Conducting Exploratory Data Analysis of Nobel Prizes
Nobel Prizes Dataset
What is a Nobel Prize
The Nobel Prize, an esteemed international accolade, is orchestrated by the Nobel Foundation based in Stockholm, Sweden, and derives from the legacy of Alfred Nobel, a Swedish inventor and businessman. In 1968, the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel was established, augmenting the original categories.
Each award comprises a medal, a diploma tailored to the recipient, and a monetary prize. Annually, it honors individuals in the fields of chemistry, literature, physics, physiology or medicine, economics, and peace for their groundbreaking contributions.
Historically, the prize exhibited a bias towards male recipients predominantly from Europe. The current era prompts an examination of whether this trend has evolved to reflect a more diverse array of laureates.
Dataset Overview
In this analysis, we'll leverage data on Nobel Prize laureates to explore these dynamics. You can access a comprehensive breakdown of the dataset, including its 52 columns, here.
Swipe to show code editor
- Load the
"nobel_data.csv"file usingpandas. - Preview the first 5 entries of the dataset.
- Summarize the dataset's column information.
- Generate descriptive statistics for the dataset.
- Identify number of missing values per column.
Перейдіть на комп'ютер для реальної практикиПродовжуйте з того місця, де ви зупинились, використовуючи один з наведених нижче варіантівДякуємо за ваш відгук!
What is a Nobel Prize
The Nobel Prize, an esteemed international accolade, is orchestrated by the Nobel Foundation based in Stockholm, Sweden, and derives from the legacy of Alfred Nobel, a Swedish inventor and businessman. In 1968, the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel was established, augmenting the original categories.
Each award comprises a medal, a diploma tailored to the recipient, and a monetary prize. Annually, it honors individuals in the fields of chemistry, literature, physics, physiology or medicine, economics, and peace for their groundbreaking contributions.
Historically, the prize exhibited a bias towards male recipients predominantly from Europe. The current era prompts an examination of whether this trend has evolved to reflect a more diverse array of laureates.
Dataset Overview
In this analysis, we'll leverage data on Nobel Prize laureates to explore these dynamics. You can access a comprehensive breakdown of the dataset, including its 52 columns, here.
Swipe to show code editor
- Load the
"nobel_data.csv"file usingpandas. - Preview the first 5 entries of the dataset.
- Summarize the dataset's column information.
- Generate descriptive statistics for the dataset.
- Identify number of missing values per column.
Перейдіть на комп'ютер для реальної практикиПродовжуйте з того місця, де ви зупинились, використовуючи один з наведених нижче варіантів