Pandas is a library created in 2008.
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In computer programming, pandas is a software library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series. It is free software released under the three-clause BSD license. Read more on Wikipedia...
>>>import pandas as pd
Series
>>>s = pd.Series([1, 3, 5, np.nan, 6, 8])
DataFrame
>>> import pandas as pd
>>>df = pd.DataFrame(np.random.randn(6, 4), index=dates, columns=list("ABCD"))
>>> df.head()
>>>df.tail()
Quick Statistics summary of data
>>> df.describe()
Indexing
Feature | Supported | Token | Example |
---|---|---|---|
Integers | ✓ | ||
Floats | ✓ | ||
Line Comments | ✓ |
title | author | year | reviews | ratings | rating |
---|---|---|---|---|---|
Pandas for Everyone: Python Data Analysis (Addison-Wesley Data & Analytics Series) | Daniel Y. Chen | 2017 | 4 | 46 | 3.98 |
Python Pandas: The Hands-On, Example-Rich Introduction to Pandas Data Analysis in Python | Pandas Publishing | 2019 | 1 | 7 | 3.86 |
Play with csv Files using Python : pandas | Pandas Publishing | 2021 | 0 | 1 | 3.00 |