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Ⓒ 2014-2024 Practical Business Python  •  Site built using Pelican  •  Theme based on VoidyBootstrap by RKI

authorChris Moffitt
lightninglnurlp:chris1610@getalby.com
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https://pbpython.com/
Homehttps://pbpython.com/
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Practical Business Pythonhttps://pbpython.com/
Article Roadmaphttps://pbpython.com/roadmap.html
Introduction to Polarshttps://pbpython.com/polars-intro.html
Pandas Groupby Warninghttps://pbpython.com/groupby-warning.html
Using Document Properties to Track Your Excel Reportshttps://pbpython.com/excel-properties.html
16 Reasons to Use VS Code for Developing Jupyter Notebookshttps://pbpython.com/vscode-notebooks.html
Efficiently Cleaning Text with Pandashttps://pbpython.com/text-cleaning.html
Case Study: Automating Excel File Creation and Distribution with Pandas and Outlookhttps://pbpython.com/excel-email.html
Pandas DataFrame Visualization Toolshttps://pbpython.com/dataframe-gui-overview.html
Comprehensive Guide to Grouping and Aggregating with Pandashttps://pbpython.com/groupby-agg.html
Reading Poorly Structured Excel Files with Pandashttps://pbpython.com/pandas-excel-range.html
Case Study: Processing Historical Weather Pattern Datahttps://pbpython.com/weather-data.html
PB Python Article Roadmaphttps://pbpython.com/roadmap.html
Reading HTML tables with Pandashttps://pbpython.com/pandas-html-table.html
Taking Another Look at Plotlyhttps://pbpython.com/plotly-look.html
sidetable - Create Simple Summary Tables in Pandashttps://pbpython.com/sidetable.html
Exploring an Alternative to Jupyter Notebooks for Python Developmenthttps://pbpython.com/notebook-alternative.html
Using WSL to Build a Python Development Environment on Windowshttps://pbpython.com/wsl-python.html
Python Tools for Record Linking and Fuzzy Matchinghttps://pbpython.com/record-linking.html
Using Markdown to Create Responsive HTML Emailshttps://pbpython.com/markdown-email.html
Creating Interactive Dashboards from Jupyter Notebookshttps://pbpython.com/interactive-dashboards.html
Finding Natural Breaks in Data with the Fisher-Jenks Algorithmhttps://pbpython.com/natural-breaks.html
Building a Windows Shortcut with Pythonhttps://pbpython.com/windows-shortcut.html
Tips for Selecting Columns in a DataFramehttps://pbpython.com/selecting-columns.html
Book Review: Machine Learning Pocket Referencehttps://pbpython.com/ml-pocket-ref-review.html
Cleaning Up Currency Data with Pandashttps://pbpython.com/currency-cleanup.html
Binning Data with Pandas qcut and cuthttps://pbpython.com/pandas-qcut-cut.html
Happy Birthday Practical Business Python!https://pbpython.com/five-years.html
Combine Multiple Excel Worksheets Into a Single Pandas Dataframehttps://pbpython.com/pandas-excel-tabs.html
Automated Report Generation with Papermill: Part 2https://pbpython.com/papermil-rclone-report-2.html
Automated Report Generation with Papermill: Part 1https://pbpython.com/papermil-rclone-report-1.html
Build a Celebrity Look-Alike Detector with Azure’s Face Detect and Pythonhttps://pbpython.com/python-face-detect.html
Evangelizing Python for Businesshttps://pbpython.com/python-for-business.html
Stylin’ with Pandashttps://pbpython.com/styling-pandas.html
Monte Carlo Simulation with Pythonhttps://pbpython.com/monte-carlo.html
Updated: Using Pandas To Create an Excel Diffhttps://pbpython.com/excel-diff-pandas-update.html
Using The Pandas Category Data Typehttps://pbpython.com/pandas_dtypes_cat.html
Building a Repeatable Data Analysis Process with Jupyter Notebookshttps://pbpython.com/notebook-process.html
Pandas Crosstab Explainedhttps://pbpython.com/pandas-crosstab.html
New Plot Types in Seaborn’s Latest Releasehttps://pbpython.com/seaborn09.html
Automating Windows Applications Using COMhttps://pbpython.com/windows-com.html
Book Review: Machine Learning with Python Cookbookhttps://pbpython.com/ml-python-cookbook.html
Building Bullet Graphs and Waterfall Charts with Bokehhttps://pbpython.com/bokeh-bullet-waterfall.html
Choosing a Python Visualization Toolhttps://pbpython.com/python-vis-flowchart.html
Overview of Pandas Data Typeshttps://pbpython.com/pandas_dtypes.html
Intro to pdvega - Plotting for Pandas using Vega-Litehttps://pbpython.com/pdvega.html
Building a PDF Splitter Applicationhttps://pbpython.com/pdf-splitter-gui.html
Interactive Visualization of Australian Wine Ratingshttps://pbpython.com/wine_visualization.html
Using Python’s Pathlib Modulehttps://pbpython.com/pathlib-intro.html
Creating Interactive Visualizations with Plotly’s Dash Frameworkhttps://pbpython.com/plotly-dash-intro.html
Building a Bullet Graph in Pythonhttps://pbpython.com/bullet-graph.html
Pandas Grouper and Agg Functions Explainedhttps://pbpython.com/pandas-grouper-agg.html
Introduction to Market Basket Analysis in Pythonhttps://pbpython.com/market-basket-analysis.html
How Accurately Can Prophet Project Website Traffic?https://pbpython.com/prophet-accuracy.html
Effectively Using Matplotlibhttps://pbpython.com/effective-matplotlib.html
Understanding the Transform Function in Pandashttps://pbpython.com/pandas_transform.html
Forecasting Website Traffic Using Facebook’s Prophet Libraryhttps://pbpython.com/prophet-overview.html
Populating MS Word Templates with Pythonhttps://pbpython.com/python-word-template.html
Guide to Encoding Categorical Values in Pythonhttps://pbpython.com/categorical-encoding.html
Data Science Challenge - Predicting Baseball Fanduel Pointshttps://pbpython.com/analyze-this-fanduel.html
Building a Financial Model with Pandas - Version 2https://pbpython.com/amortization-model-revised.html
Building a Financial Model with Pandashttps://pbpython.com/amortization-model.html
Creating Pandas DataFrames from Lists and Dictionarieshttps://pbpython.com/pandas-list-dict.html
Introduction to Data Visualization with Altairhttps://pbpython.com/altair-intro.html
Lessons Learned from Analyze This! Challengehttps://pbpython.com/analyze-this.html
Excel “Filter and Edit” - Demonstrated in Pandashttps://pbpython.com/excel-filter-edit.html
Sharing Your Python Case Studieshttps://pbpython.com/case-studies.html
Interactive Data Analysis with Python and Excelhttps://pbpython.com/xlwings-pandas-excel.html
Learn More About Pandas By Building and Using a Weighted Average Functionhttps://pbpython.com/weighted-average.html
Getting to the “Plateau of Productivity” with Pythonhttps://pbpython.com/plateau-of-productivity.html
Creating Advanced Excel Workbooks with Pythonhttps://pbpython.com/advanced-excel-workbooks.html
Pandas 0.17 Release and Other Noteshttps://pbpython.com/pandas-release-17.html
Adding a Simple GUI to Your Pandas Scripthttps://pbpython.com/pandas-gui.html
Creating Powerpoint Presentations with Pythonhttps://pbpython.com/creating-powerpoint.html
Best Practices for Managing Your Code Libraryhttps://pbpython.com/best-practices.html
Visualizing Google Forms Data with Seabornhttps://pbpython.com/pandas-google-forms-part2.html
Collecting Data with Google Forms and Pandashttps://pbpython.com/pandas-google-forms-part1.html
Notebooks Now on Github and Other Updateshttps://pbpython.com/github-notebooks-other-updates.html
Tips for Customizing Your IPython and Pandas Displayhttps://pbpython.com/ipython-pandas-display-tips.html
Improving Pandas Excel Outputhttps://pbpython.com/improve-pandas-excel-output.html
Generating fake data with barnumhttps://pbpython.com/barnum.html
Creating PDF Reports with Pandas, Jinja and WeasyPrinthttps://pbpython.com/pdf-reports.html
Generating Excel Reports from a Pandas Pivot Tablehttps://pbpython.com/pandas-pivot-report.html
Overview of Python Visualization Toolshttps://pbpython.com/visualization-tools-1.html
Web Scraping - It’s Your Civic Dutyhttps://pbpython.com/web-scraping-mn-budget.html
Pandas Pivot Table Explainedhttps://pbpython.com/pandas-pivot-table-explained.html
Combining Data From Multiple Excel Fileshttps://pbpython.com/excel-file-combine.html
Common Excel Tasks Demonstrated in Pandas - Part 2https://pbpython.com/excel-pandas-comp-2.html
Common Excel Tasks Demonstrated in Pandashttps://pbpython.com/excel-pandas-comp.html
Creating a Waterfall Chart in Pythonhttps://pbpython.com/waterfall-chart.html
Using Pandas To Create an Excel Diffhttps://pbpython.com/excel-diff-pandas.html
Simple Graphing with IPython and Pandashttps://pbpython.com/simple-graphing-pandas.html
Simple Interactive Data Analysis with Pythonhttps://pbpython.com/simple-data-analysis.html
Using Sets for Data Analysishttps://pbpython.com/data-analysis-with-sets.html
Configuring Pelican Static Bloghttps://pbpython.com/pelican-config.html
The Technology Behind PB Pythonhttps://pbpython.com/site-tech-1.html
Homehttps://pbpython.com/
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Pandas Pivot Table Explainedhttps://pbpython.com/pandas-pivot-table-explained.html
Common Excel Tasks Demonstrated in Pandashttps://pbpython.com/excel-pandas-comp.html
Overview of Python Visualization Toolshttps://pbpython.com/visualization-tools-1.html
Guide to Encoding Categorical Values in Pythonhttps://pbpython.com/categorical-encoding.html
Overview of Pandas Data Typeshttps://pbpython.com/pandas_dtypes.html
Article Roadmaphttps://pbpython.com/roadmap.html
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