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Meet pandas: Data Visualization with Matplotlib: Uncharted

Courses Data Visualization with MatplotlibMeet pandas

Meet pandas

Build Series and DataFrames from scratch, select trustworthy rows and columns, and carry a tidy table into a chart.

Data Visualization with Matplotlib
Unit 8 of 12
20 lessons
162 min
420 XP

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Lessons

20 total

1A Spreadsheet in PythonRecognize rows, columns, and the role pandas plays in tabular work.InteractiveConcept8 min20 XPOpen
2The SeriesCreate and print a labeled pandas Series from one list.CodeConcept8 min20 XPOpen
3The DataFrameCreate a DataFrame from a dictionary of equal-length lists.CodeConcept8 min20 XPOpen
4Pick a ColumnSelect one DataFrame column as a Series.CodeConcept8 min20 XPOpen
5CSV in a StringRead deterministic CSV text into a DataFrame with StringIO.CodeConcept8 min20 XPOpen
6Peek at the FrameInspect a DataFrame with head and describe before plotting.CodeConcept8 min20 XPOpen
7Column to ChartCarry labeled DataFrame columns into an Axes line chart.CodeConcept8 min20 XPOpen
8Filter the RowsUse a boolean mask to keep rows that meet a condition.CodeConcept8 min20 XPOpen
9Sort the FrameSort a DataFrame by a numeric column while preserving complete rows.CodeConcept8 min20 XPOpen
10New from OldCompute a new DataFrame column from two existing columns.CodeConcept8 min20 XPOpen
11The Plot ShortcutPlot DataFrame columns onto an explicitly supplied Axes.CodeConcept8 min20 XPOpen
12Shortcut KindsUse the pandas bar plotting shortcut on an explicit Axes.CodeConcept8 min20 XPOpen
13The Missing CellsUse dropna and fillna according to what a missing value means.CodeConcept8 min20 XPOpen
14Fix the String NumbersRepair a numeric column stored as text before plotting it.CodeConcept8 min20 XPOpen
15Quick StatsCompute and print mean, maximum, and the label of the maximum.CodeConcept8 min20 XPOpen
16Tidy or MessyRecognize a tidy table with one observation per row and one variable per column.InteractiveConcept8 min20 XPOpen
17Frame WorkoutLoad, filter, sort, and compute a derived column from a prose brief.CodePractice8 min20 XPOpen
18Frame to FigureFilter and sort a DataFrame before building a labeled horizontal bar chart.CodePractice8 min20 XPOpen
19pandas VocabularyMatch core pandas terms to their roles in a table workflow.InteractiveConcept8 min20 XPOpen
20pandas Mastery CheckParse, inspect, filter, derive, sort, and chart a small DataFrame.CodeMastery check10 min40 XPOpen

Many Charts at Once Plots from DataFrames