Is it possible to build a classifier to identify a legendary Pokemon?.What Pokemon type is the strongest? The weakest?.Which generation has the strongest Pokemon? Which has the weakest?.Here are several questions that you can try to answer! As a bonus, see if you can predict a student’s final grade based on other variables!įor all of you gamers out there, here’s a dataset that contains information on all 802 Pokemon from all seven generations. Using this, explore the relationship between school performance and various factors. It contains several variables like alcohol consumption, family size, involvement in extracurriculars. What are the main factors that determine one’s world ranking?ĭoes alcohol affect students’ grades? If not, what does? This data was obtained in a survey from students in math and Portuguese language courses in secondary school.What countries are the top universities in?.Using this data, see if you can answer the following questions: Take it a step further and see if you can rank the variables from most important to the least.ĭo you think your country has the best university in the world? What does it mean to be the ‘best’ university to start with? This dataset contains three global university rankings. Some of the variables include education, job involvement, performance rating, and work-life balance.Įxplore this dataset and see if there are any significant variables that indeed affect employee satisfaction. IBM created a synthetic dataset that you can use to understand how various factors affect employee attrition and satisfaction. Most Important Factors related to Employee Attrition and Performance.Are there any relationships between prices, number of reviews, and the number of days that a given listing is booked?.What areas have more traffic than others, and why is that the case?. Some questions that you can try to answer are as follows: This dataset contains information on 2019 listings in New York and its geographical information, prices, number of reviews, and more. Since 2008, guests and hosts have used Airbnb to expand on traveling possibilities and present more personalized ways of experiencing the world. If you want to learn more about EDA, check out my guide here ! You can do this by creating a line graph or another animated Choropleth map!īonus: create a prediction model that shows what Earth’s temperatures are expected to be in fifty years.Įxploratory Data Analysis (EDA), also known as Data Exploration, is a step in the Data Analysis Process, where a number of techniques are used to better understand the dataset being used. Have any climate change deniers? Create some data visualizations to show how the Earth’s surface temperatures have changed over time.
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