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Please enable JavaScript in your browser settings or update your browser.Challenge 1 | Aggregating and Visualizing Data
Data Manipulation using pandas
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Data Manipulation using pandas

Data Manipulation using pandas

1. Preprocessing Data: Part I

What is Data Preprocessing?Types consistencyPoor Data PresentationManipulating StringsChallengeReplacing Specific ElementsSimultaneous ReplacementChallenge

2. Preprocessing Data: Part II

Logical InconsistencyRemoving RowsChallengeOutliersChallengeMissing ValuesFilling NA valuesChallenge

3. Grouping Data

What is Grouping Data?Grouping in pandas [1/2]ChallengeGrouping in pandas [2/2]ChallengeGrouping by Several ColumnsChallenge

4. Aggregating and Visualizing Data

Advanced Aggregation [1/2]ChallengeAdvanced Aggregation [2/2]ChallengeHistogramsChallengeBar and Scatter PlotsOther Types of GraphsChallenge 1Challenge 2

5. Joining Data

What is Joining Data?Left JoinRight JoinInner JoinOuter JoinConcatenation

Challenge 1

Let's practice building different kinds of plots! First, let's find out is there a relation between a dwelling value and major payments to secure shelter.

Tarea

  1. Initialize a scatter plot for the df dataframe.
  2. Display the 'valueh' column values on the x-axis, and the 'omphtotinch' values on the y-axis.
  3. Set color of points to orange (color, 'orange').

Tarea

  1. Initialize a scatter plot for the df dataframe.
  2. Display the 'valueh' column values on the x-axis, and the 'omphtotinch' values on the y-axis.
  3. Set color of points to orange (color, 'orange').

¿Todo estuvo claro?

Sección 4. Capítulo 9
toggle bottom row

Challenge 1

Let's practice building different kinds of plots! First, let's find out is there a relation between a dwelling value and major payments to secure shelter.

Tarea

  1. Initialize a scatter plot for the df dataframe.
  2. Display the 'valueh' column values on the x-axis, and the 'omphtotinch' values on the y-axis.
  3. Set color of points to orange (color, 'orange').

Tarea

  1. Initialize a scatter plot for the df dataframe.
  2. Display the 'valueh' column values on the x-axis, and the 'omphtotinch' values on the y-axis.
  3. Set color of points to orange (color, 'orange').

¿Todo estuvo claro?

Sección 4. Capítulo 9
toggle bottom row

Challenge 1

Let's practice building different kinds of plots! First, let's find out is there a relation between a dwelling value and major payments to secure shelter.

Tarea

  1. Initialize a scatter plot for the df dataframe.
  2. Display the 'valueh' column values on the x-axis, and the 'omphtotinch' values on the y-axis.
  3. Set color of points to orange (color, 'orange').

Tarea

  1. Initialize a scatter plot for the df dataframe.
  2. Display the 'valueh' column values on the x-axis, and the 'omphtotinch' values on the y-axis.
  3. Set color of points to orange (color, 'orange').

¿Todo estuvo claro?

Let's practice building different kinds of plots! First, let's find out is there a relation between a dwelling value and major payments to secure shelter.

Tarea

  1. Initialize a scatter plot for the df dataframe.
  2. Display the 'valueh' column values on the x-axis, and the 'omphtotinch' values on the y-axis.
  3. Set color of points to orange (color, 'orange').

Sección 4. Capítulo 9
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