parser for read_html (see note) lxml 3.8.0 HTML parser for read_html (see note) matplotlib 2.2.2 Visualization openpyxl 2.4.8 Reading / writing for xlsx files pandas-gbq 0.8.0 Google Big Query access psycopg2 TomAugspurger/effective-pandas. • Modern Pandas • Method Chaining • Indexes • Performance • Tidy Data • Visualization • Timeseries Excel charts with pandas, vincent and xlsxwriter • Using Pandas and XlsxWriter purposes: • Identifies data (i.e. provides metadata) using known indicators, important for analysis, visualization, and inter- active console display. • Enables automatic and explicit data alignment. • Allows

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 822 23 Visualization 825 xv 23.1 Basic Plotting: plot . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1047 31.2 Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . boxplot() failed when entire column was empty (GH8181). • Bug with messed variables in radviz visualization (GH8199). • Bug in interpolation methods with the limit keyword when no values needed interpolating

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 824 xv 23 Visualization 827 23.1 Basic Plotting: plot . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1049 31.2 Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . boxplot() failed when entire column was empty (GH8181). • Bug with messed variables in radviz visualization (GH8199). • Bug in interpolation methods with the limit keyword when no values needed interpolating

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 911 22 Visualization 913 22.1 Basic Plotting: plot . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1141 30.2 Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . boxplot() failed when entire column was empty (GH8181). • Bug with messed variables in radviz visualization (GH8199). • Bug in interpolation methods with the limit keyword when no values needed interpolating

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 907 22 Visualization 909 22.1 Basic Plotting: plot . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1139 30.2 Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . boxplot() failed when entire column was empty (GH8181). • Bug with messed variables in radviz visualization (GH8199). • Bug in interpolation methods with the limit keyword when no values needed interpolating

operations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 676 2.15 Chart Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 677 2 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 750 2.16 Table Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 751 2 installed, pandas will raise an ImportError when the method requiring that dependency is called. Visualization Dependency Minimum Version Notes matplotlib 3.3.2 Plotting library Jinja2 2.11 Conditional

operations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 676 2.15 Chart Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 677 2 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 750 2.16 Table Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 751 2 installed, pandas will raise an ImportError when the method requiring that dependency is called. Visualization Dependency Minimum Version Notes matplotlib 3.3.2 Plotting library Jinja2 2.11 Conditional

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 944 22 Visualization 947 22.1 Basic Plotting: plot . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1177 30.2 Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . boxplot() failed when entire column was empty (GH8181). • Bug with messed variables in radviz visualization (GH8199). • Bug in interpolation methods with the limit keyword when no values needed interpolating

operations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 673 2.15 Chart Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 675 2 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 746 2.16 Table Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 747 2 installed, pandas will raise an ImportError when the method requiring that dependency is called. Visualization Dependency Minimum Version Notes setuptools 38.6.0 Utils for entry points of plotting backend

operations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 644 2.15 Chart Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 646 2 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 717 2.16 Table Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 718 2 dependency is called. 1.4. Tutorials 9 pandas: powerful Python data analysis toolkit, Release 1.3.2 Visualization Dependency Minimum Version Notes setuptools 38.6.0 Utils for entry points of plotting backend