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Data Wrangling with Pandas: Visualizations and Time-Series Data

Data Wrangling with Pandas: Visualizations and Time-Series Data


Overview/Description
Expected Duration
Lesson Objectives
Course Number
Expertise Level



Overview/Description

Visualize and explore data in Pandas using popular chart types like the bar graph, histogram, pie chart, and box plot. Discover how to work with time series and string data in datasets.



Expected Duration (hours)
1.5

Lesson Objectives

Data Wrangling with Pandas: Visualizations and Time-Series Data

  • load and explore the dataset used for visualization
  • plot pie charts, box plots, and scatter plots using Pandas
  • identify and work with time-series data
  • calculate deltas and percentage returns in stock prices
  • define time deltas and date ranges in Pandas
  • clean missing data in mismatched DataFrames
  • identify string data stored in DataFrames
  • perform advanced manipulations on string data
  • change column values by applying functions
  • transform data with user-defined functions
  • transform all columns in a DataFrame
  • recall how to plot visuals and transform column values
  • Course Number:
    it_dsdwppdj_02_enus

    Expertise Level
    Intermediate