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ADS1001 - Data challenges 1 - S1 2025
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Assume you're working with the following dataframe 'df':
Which of the plots below corresponds to the snippet:
sns.barplot(data=df, x='Day', y='Value', hue='Category')
What is the main difference between .loc[] and .iloc[]?
What is the output of the following code snippet:
import pandas as pd
df = pd.DataFrame({'score': [40, 60, 90]})
print(df[df['score'] < 50])
Consider the following dataframe of movie ratings called 'data':
data.describe().round(2)
df['column_name'] return?Which method is used to read a CSV file into a Pandas DataFrame?
What is Matplotlib primarily used for?
How do you add label to the vertical axis of a plot?
Which of the plots below corresponds to the following snippet:
import numpy as npimport matplotlib.pyplot as plt
xdata = np.linspace(0, 10, 11)ydata = [5, 11, 10, 9, 11, 13, 14, 9, 13, 15, 10]plt.plot(xdata, ydata, '*g')