Exploring Data [1/3]

What can you do with loaded data? First, you need to explore it.

You can get the first or the last n rows of DataFrame. To get the first n rows apply the .head(n) method. To get the last n - apply the .tail(n) method.

Default value of the parameter n is 5 (i.e., if you don't write it, then 5 rows will be printed).


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# Importing library
import pandas as pd

# Reading csv file
df = pd.read_csv('https://codefinity-content-media.s3.eu-west-1.amazonaws.com/67798cef-5e7c-4fbc-af7d-ae96b4443c0a/audi.csv')

# The first 5 rows
print(df.head()) # or df.head(5)
# The last 3 rows
print(df.tail(3))

To get n sample rows, apply the .sample(n) method. Default value for n in this method is 1.


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# Importing library
import pandas as pd

# Reading csv file
df = pd.read_csv('https://codefinity-content-media.s3.eu-west-1.amazonaws.com/67798cef-5e7c-4fbc-af7d-ae96b4443c0a/audi.csv')

# 2 random rows
print(df.sample(2))

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Introduction to pandas [track]