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Introduction to pandas [track]
course content

Course Content

Introduction to pandas [track]

Introduction to pandas [track]

1. Basics
What is pandas?SeriesIndexes and ValuesChallengeDataFramesIndexes and ColumnsChallenge
2. Reading and Exploring Data
Reading CSV FilesReading XLS/XLSX FilesExploring Data [1/3]ChallengeExploring Data [2/3]Exploring Data [3/3]Challenge
3. Accessing DataFrame Values
Accessing Specific ColumnsChallengeAccessing Specific RowsChallengeAccessing Rows and ColumnsAccessing using .loc[] [1/3]Accessing using .loc[] [2/3]Accessing using .loc[] [3/3]
4. Aggregate Functions
Number of ObservationsUnique ObservationsCounting ValuesChallengeSum and ProductMean and MedianChallengeMinimum and Maximum

bookChallenge

Task

The cars data are loaded in the df variable. Your tasks are:

  1. Output the dimensionality (number of rows and columns) of the df dataframe.
  2. Output general information on the dataframe (memory usage, columns, number of non-null values).
  3. Output the descriptive statistics (mean, median, quartiles) of numberical columns of the df.

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Section 2. Chapter 7
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bookChallenge

Task

The cars data are loaded in the df variable. Your tasks are:

  1. Output the dimensionality (number of rows and columns) of the df dataframe.
  2. Output general information on the dataframe (memory usage, columns, number of non-null values).
  3. Output the descriptive statistics (mean, median, quartiles) of numberical columns of the df.

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?

How can we improve it?

Thanks for your feedback!

Section 2. Chapter 7
toggle bottom row

bookChallenge

Task

The cars data are loaded in the df variable. Your tasks are:

  1. Output the dimensionality (number of rows and columns) of the df dataframe.
  2. Output general information on the dataframe (memory usage, columns, number of non-null values).
  3. Output the descriptive statistics (mean, median, quartiles) of numberical columns of the df.

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?

How can we improve it?

Thanks for your feedback!

Task

The cars data are loaded in the df variable. Your tasks are:

  1. Output the dimensionality (number of rows and columns) of the df dataframe.
  2. Output general information on the dataframe (memory usage, columns, number of non-null values).
  3. Output the descriptive statistics (mean, median, quartiles) of numberical columns of the df.

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Section 2. Chapter 7
Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
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