Your pandas questions answered! (webcast)
During this two-hour webcast, I answered 45 viewer questions about pandas, the leading Python library for data analysis, exploration, and manipulation. View the complete list of questions on Crowdcast: https://www.crowdcast.io/e/pandas?rfsn=402783.36d99
Here is the code for loading the datasets used during the webcast: https://gist.github.com/justmarkham/5c04d245cc70cdbd00f00a2bae5a54da
Follow me on Crowdcast for announcements about new webcasts: https://www.crowdcast.io/justmarkham?rfsn=402783.36d99
Want to learn pandas from the ground up? Watch my pandas video series (30+ videos): https://www.youtube.com/playlist?list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y
== LET'S CONNECT! ==
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YouTube: https://www.youtube.com/user/dataschool?sub_confirmation=1
JOIN the "Data School Insiders" community and receive exclusive rewards: https://www.patreon.com/dataschool
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Setting up Git and GitHub
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Navigating a GitHub Repository - Part 1
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Forking a GitHub Repository
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Creating a New GitHub Repository
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Copying a GitHub Repository to Your Local Computer
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Committing Changes in Git and Pushing to a GitHub Repository
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Syncing Your GitHub Fork
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Allstate Purchase Prediction Challenge on Kaggle
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Troubleshooting: Updates Rejected When Pushing to GitHub
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Hands-on dplyr tutorial for faster data manipulation in R
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ROC Curves and Area Under the Curve (AUC) Explained
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Going deeper with dplyr: New features in 0.3 and 0.4 (tutorial)
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What is machine learning, and how does it work?
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Setting up Python for machine learning: scikit-learn and Jupyter Notebook
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Getting started in scikit-learn with the famous iris dataset
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Training a machine learning model with scikit-learn
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Comparing machine learning models in scikit-learn
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Data science in Python: pandas, seaborn, scikit-learn
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Selecting the best model in scikit-learn using cross-validation
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How to find the best model parameters in scikit-learn
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How to evaluate a classifier in scikit-learn
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What is pandas? (Introduction to the Q&A series)
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How do I read a tabular data file into pandas?
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How do I select a pandas Series from a DataFrame?
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Why do some pandas commands end with parentheses (and others don't)?
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How do I rename columns in a pandas DataFrame?
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How do I remove columns from a pandas DataFrame?
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How do I sort a pandas DataFrame or a Series?
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How do I filter rows of a pandas DataFrame by column value?
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How do I apply multiple filter criteria to a pandas DataFrame?
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Your pandas questions answered!
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How do I use the "axis" parameter in pandas?
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How do I use string methods in pandas?
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How do I change the data type of a pandas Series?
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When should I use a "groupby" in pandas?
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How do I explore a pandas Series?
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How do I handle missing values in pandas?
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What do I need to know about the pandas index? (Part 1)
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What do I need to know about the pandas index? (Part 2)
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How do I select multiple rows and columns from a pandas DataFrame?
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Machine Learning with Text in scikit-learn (PyCon 2016)
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When should I use the "inplace" parameter in pandas?
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How do I make my pandas DataFrame smaller and faster?
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How do I use pandas with scikit-learn to create Kaggle submissions?
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More of your pandas questions answered!
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How do I create dummy variables in pandas?
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How do I work with dates and times in pandas?
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How do I find and remove duplicate rows in pandas?
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How do I avoid a SettingWithCopyWarning in pandas?
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How do I change display options in pandas?
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How do I create a pandas DataFrame from another object?
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How do I apply a function to a pandas Series or DataFrame?
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Getting started with machine learning in Python (webcast)
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Q&A about Machine Learning with Text (online course)
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Your pandas questions answered! (webcast)
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Machine Learning with Text in scikit-learn (PyData DC 2016)
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Write Pythonic Code for Better Data Science (webcast)
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Web scraping in Python (Part 1): Getting started
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Web scraping in Python (Part 2): Parsing HTML with Beautiful Soup
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Web scraping in Python (Part 3): Building a dataset
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