Pandas and DataFrame in Python
Pandas and DataFrame in Python
Hi, thanks for watching my video about Pandas and DataFrame in Python. From the reviews of my dear subscribers, I have found that most of them are new to python and machine learning in python. Hence, will be covering such basic concepts in python. Leave a comment if you have any queries and I will try my best to aid you in that.
In this video I'll walk you through:
00:00 - Introduction to Pandas
00:40 - Object Oriented Programming prereq.
04:32 - Importing pandas into python project
04:47 - Converting List to Pandas DataFrame
07:35 - Creating a Dictionary
09:24 - Creating a DataFrame from a Dictionary
10:00 - Visualizing a DataFrame in the Google Colab
10:15 - Selecting columns from DataFrame
10:38 - Accessing rows(elements) in the DataFrame using index
11:37 - Iterating over rows and printing all
12:32 - Reading a CSV file using Pandas
15:00 - Displaying rows from first using head()
16:20 - Displaying rows from last using tail()
16:53 - Dropping columns in a DataFrame
18:31 - Finding out null values in DataFrame
19:08 - Finding out NA values in DataFrame
19:21 - Replacing all NA values in DataFrame
20:10 - Describing a DataFrame
21:23 - Filtering out columns in DataFrame
21:46 - Finding out mean of a column in DataFrame
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