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