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Acquire data with pandas

As you just saw, consuming the public API, converting the data and transforming this into a DataFrame required multiple lines of code.

This can be simplified by using pandas' pd.read_json(), which handles the above steps for you.

You will consume the same API again. However this time, you'll be using pandas to consume the API and store the result to disk for further analysis. The URL to consume data from has been defined for you.

Cet exercice fait partie du cours

Analyzing IoT Data in Python

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Instructions

  • Import pandas as pd.
  • Read the data from URL directly into the DataFrame df_temp.
  • Print the first 5 rows.
  • Print the data types of the DataFrame df_temp.

Exercice interactif pratique

Essayez cet exercice en complétant cet exemple de code.

# Import pandas
____

# Load URL to DataFrame
df_temp = ____

# Print first 5 rows
print(____)

# Print datatypes
____
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