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[GigaCourse.Com] Udemy - 2024 Python Data Analysis & Visualization Masterclass
Size 6.92 GB
Files 399
Info Hash: A25C1728C2B693E62BF06E3FEF3A89A009969F96
Indexed 2024-02-06 12:16:20
Updated 2024-02-06 12:16:20
📂 File List (399)
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001 Course Welcome & Curriculum Walkthrough.mp4
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001 Course Welcome & Curriculum Walkthrough_en.srt
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003 What Do You Need To Know To Take This Course.mp4
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003 What Do You Need To Know To Take This Course_en.srt
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004 Downloading The Course Materials IMPORTANT!!.mp4
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004 Downloading The Course Materials IMPORTANT!!_en.srt
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005 How The Exercises Work.mp4
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005 How The Exercises Work_en.srt
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001 Introducing Jupyter Notebook!.mp4
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001 Introducing Jupyter Notebook!_en.srt
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002 Mac Installation Walkthrough.mp4
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002 Mac Installation Walkthrough_en.srt
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003 Windows Installation Walkthrough.mp4
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003 Windows Installation Walkthrough_en.srt
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004 Installing Pandas & Matplotlib (Mac & Windows).mp4
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004 Installing Pandas & Matplotlib (Mac & Windows)_en.srt
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001 Creating Notebooks & Running Cells.mp4
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001 Creating Notebooks & Running Cells_en.srt
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002 Shutting Down The Notebook Server.mp4
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002 Shutting Down The Notebook Server_en.srt
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003 How Cell Output Works.mp4
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003 How Cell Output Works_en.srt
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004 Command Mode Shortcuts.mp4
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004 Command Mode Shortcuts_en.srt
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005 Cell Types Markdown Time!.mp4
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005 Cell Types Markdown Time!_en.srt
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006 Restarting The Kernel.mp4
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006 Restarting The Kernel_en.srt
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007 Viewing The Docs Inside A Notebook.mp4
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007 Viewing The Docs Inside A Notebook_en.srt
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008 EXERCISE Jupyter Notebook.mp4
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008 EXERCISE Jupyter Notebook_en.srt
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009 SOLUTION Jupyter Notebook.mp4
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009 SOLUTION Jupyter Notebook_en.srt
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001 Datasets & CSV.mp4
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001 Datasets & CSV_en.srt
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002 pd.read_csv & DataFrames.mp4
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002 pd.read_csv & DataFrames_en.srt
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003 Inspecting DataFrames head(), tail(), etc.mp4
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003 Inspecting DataFrames head(), tail(), etc_en.srt
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004 DataTypes and info().mp4
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004 DataTypes and info()_en.srt
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005 The House Sales Dataset Walkthrough.mp4
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005 The House Sales Dataset Walkthrough_en.srt
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006 The Titanic Passenger Dataset Walkthrough.mp4
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006 The Titanic Passenger Dataset Walkthrough_en.srt
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007 Non-comma Separators Netflix Dataset.mp4
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007 Non-comma Separators Netflix Dataset_en.srt
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008 Overriding Headers Country Population Dataset.mp4
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008 Overriding Headers Country Population Dataset_en.srt
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009 EXERCISE DataFrames & Datasets.mp4
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009 EXERCISE DataFrames & Datasets_en.srt
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010 SOLUTION DataFrames & Datasets.mp4
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010 SOLUTION DataFrames & Datasets_en.srt
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001 Min & Max.mp4
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001 Min & Max_en.srt
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002 Sum & Count.mp4
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002 Sum & Count_en.srt
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003 Mean, Median, & Mode.mp4
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003 Mean, Median, & Mode_en.srt
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004 Describe With Numeric Values.mp4
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004 Describe With Numeric Values_en.srt
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005 Describe With Objects (Text) Values.mp4
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005 Describe With Objects (Text) Values_en.srt
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006 EXERCISE Basic DataFrame Methods.mp4
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006 EXERCISE Basic DataFrame Methods_en.srt
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007 SOLUTION Basic DataFrame Methods.mp4
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007 SOLUTION Basic DataFrame Methods_en.srt
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001 Selecting A Single Column.mp4
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001 Selecting A Single Column_en.srt
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002 A Closer Look At Series.mp4
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002 A Closer Look At Series_en.srt
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003 Important Series Methods.mp4
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003 Important Series Methods_en.srt
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004 unique & nunique.mp4
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004 unique & nunique_en.srt
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005 nlargest & nsmallest.mp4
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006 Selecting Multiple Columns.mp4
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006 Selecting Multiple Columns_en.srt
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007 The powerful value_counts() method.mp4
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007 The powerful value_counts() method_en.srt
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008 Using plot() to visualize!.mp4
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008 Using plot() to visualize!_en.srt
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009 EXERCISE Series & Plotting.mp4
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009 EXERCISE Series & Plotting_en.srt
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010 SOLUTION Series & Plotting.mp4
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010 SOLUTION Series & Plotting_en.srt
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001 Set_Index Basics.mp4
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001 Set_Index Basics_en.srt
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002 set_index The World Happiness Index Dataset.mp4
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002 set_index The World Happiness Index Dataset_en.srt
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003 setting index with read_csv.mp4
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003 setting index with read_csv_en.srt
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004 sort_values intro.mp4
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004 sort_values intro_en.srt
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005 sorting by multiple columns.mp4
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005 sorting by multiple columns_en.srt
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006 sorting text columns.mp4
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006 sorting text columns_en.srt
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007 sort_index.mp4
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007 sort_index_en.srt
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008 Sorting and Plotting!.mp4
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008 Sorting and Plotting!_en.srt
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009 loc.mp4
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009 loc_en.srt
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010 iloc.mp4
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010 iloc_en.srt
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011 loc & iloc with Series.mp4
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011 loc & iloc with Series_en.srt
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012 EXERCISE Indexes & Sorting.mp4
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012 EXERCISE Indexes & Sorting_en.srt
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013 SOLUTION Indexes & Sorting.mp4
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013 SOLUTION Indexes & Sorting_en.srt
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001 Filtering DataFrames With A Boolean Series.mp4
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001 Filtering DataFrames With A Boolean Series_en.srt
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002 Filtering With Comparison Operators.mp4
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002 Filtering With Comparison Operators_en.srt
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003 The Between Method.mp4
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003 The Between Method_en.srt
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004 The isin() Method.mp4
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004 The isin() Method_en.srt
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005 Combining Conditions Using AND (&).mp4
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005 Combining Conditions Using AND (&)_en.srt
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006 Combining Conditions Using OR ().mp4
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006 Combining Conditions Using OR ()_en.srt
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007 Bitwise Negation.mp4
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007 Bitwise Negation_en.srt
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008 isna() and notna() Methods.mp4
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008 isna() and notna() Methods_en.srt
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009 Filtering + Plotting Examples.mp4
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009 Filtering + Plotting Examples_en.srt
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010 EXERCISE Filtering.mp4
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011 SOLUTION Filtering Exercise.mp4
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011 SOLUTION Filtering Exercise_en.srt
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001 Dropping Columns.mp4
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001 Dropping Columns_en.srt
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002 Dropping Rows.mp4
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002 Dropping Rows_en.srt
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003 Adding Static Columns.mp4
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003 Adding Static Columns_en.srt
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004 Creating New Dynamic Columns.mp4
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004 Creating New Dynamic Columns_en.srt
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005 Finding The Highest pricesqft homes.mp4
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005 Finding The Highest pricesqft homes_en.srt
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006 Finding Largest Bitcoin Price Changes.mp4
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006 Finding Largest Bitcoin Price Changes_en.srt
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007 EXERCISE AddingRemoving Columns & Rows.mp4
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007 EXERCISE AddingRemoving Columns & Rows_en.srt
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008 SOLUTION AddingRemoving Columns & Rows.mp4
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008 SOLUTION AddingRemoving Columns & Rows_en.srt
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001 Renaming Columns and Index Labels.mp4
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001 Renaming Columns and Index Labels_en.srt
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002 The replace() method.mp4
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002 The replace() method_en.srt
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003 Updating Values Using loc[].mp4
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003 Updating Values Using loc[]_en.srt
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004 Updating Multiple Values Using loc[].mp4
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004 Updating Multiple Values Using loc[]_en.srt
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005 Making Updates With loc[] and Boolean Masks.mp4
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005 Making Updates With loc[] and Boolean Masks_en.srt
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006 EXERCISE Updating Values.mp4
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006 EXERCISE Updating Values_en.srt
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007 SOLUTION Updating Values Exercise.mp4
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007 SOLUTION Updating Values Exercise_en.srt
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001 Casting Types With astype().mp4
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001 Casting Types With astype()_en.srt
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002 Introducing the Category Type.mp4
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002 Introducing the Category Type_en.srt
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003 Casting With pd.to_numeric().mp4
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003 Casting With pd.to_numeric()_en.srt
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004 dropna() and isna().mp4
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004 dropna() and isna()_en.srt
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005 fillna().mp4
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005 fillna()_en.srt
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006 EXERCISE Dealing With NA Values.mp4
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006 EXERCISE Dealing With NA Values_en.srt
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007 SOLUTION Dealing With NA Values.mp4
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007 SOLUTION Dealing With NA Values_en.srt
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001 Why Dates Matter.mp4
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001 Why Dates Matter_en.srt
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002 Converting With pd.to_datetime().mp4
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002 Converting With pd.to_datetime()_en.srt
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003 Specifying Fancy Formats With pd.to_datetime().mp4
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003 Specifying Fancy Formats With pd.to_datetime()_en.srt
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004 Dates and DataFrames.mp4
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004 Dates and DataFrames_en.srt
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005 The Useful dt Properties.mp4
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005 The Useful dt Properties_en.srt
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006 Comparing Dates.mp4
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006 Comparing Dates_en.srt
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007 Finding StarLink Flybys In UFO Dataset.mp4
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007 Finding StarLink Flybys In UFO Dataset_en.srt
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008 Date Math & TimeDeltas.mp4
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008 Date Math & TimeDeltas_en.srt
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009 Billboard Charts Dataset Exploration.mp4
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009 Billboard Charts Dataset Exploration_en.srt
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010 EXERCISE Dates & Times.mp4
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010 EXERCISE Dates & Times_en.srt
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011 SOLUTION Dates & Times.mp4
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011 SOLUTION Dates & Times_en.srt
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001 Intro to Matplotlib.mp4
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001 Intro to Matplotlib_en.srt
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002 Our First Matplotlib Plots!.mp4
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002 Our First Matplotlib Plots!_en.srt
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003 Do We Need plt.show().mp4
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003 Do We Need plt.show()_en.srt
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004 Anatomy of Plots.mp4
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004 Anatomy of Plots_en.srt
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005 Figsize & Plot Dimensions.mp4
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005 Figsize & Plot Dimensions_en.srt
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006 Changing Matplotlib Stylesheets.mp4
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006 Changing Matplotlib Stylesheets_en.srt
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007 Line Styles, Colors, Widths, and More!.mp4
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007 Line Styles, Colors, Widths, and More!_en.srt
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008 Plot Labels & Titles.mp4
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008 Plot Labels & Titles_en.srt
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009 Changing X & Y Ticks.mp4
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009 Changing X & Y Ticks_en.srt
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010 Adding Legends To Plots.mp4
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010 Adding Legends To Plots_en.srt
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011 EXERCISE Matplotlib Challenge #1.mp4
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011 EXERCISE Matplotlib Challenge #1_en.srt
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012 Creating Bar Plots.mp4
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012 Creating Bar Plots_en.srt
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013 Creating Histograms.mp4
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013 Creating Histograms_en.srt
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014 EXERCISE Matplotlib Challenge #2.mp4
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014 EXERCISE Matplotlib Challenge #2_en.srt
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015 Creating Scatter Plots.mp4
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015 Creating Scatter Plots_en.srt
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016 Creating Pie Charts.mp4
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016 Creating Pie Charts_en.srt
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017 EXERCISE Matplotlib Challenge #3.mp4
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017 EXERCISE Matplotlib Challenge #3_en.srt
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018 Working With Subplots.mp4
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018 Working With Subplots_en.srt
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019 Putting It All Together.mp4
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019 Putting It All Together_en.srt
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020 EXERCISE Matplotlib Challenge #4.mp4
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020 EXERCISE Matplotlib Challenge #4_en.srt
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001 A Pandas Plotting Recap.mp4
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001 A Pandas Plotting Recap_en.srt
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002 Changing Pandas Plot Styles.mp4
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002 Changing Pandas Plot Styles_en.srt
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003 Adding Labels and Titles to Pandas Plots.mp4
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003 Adding Labels and Titles to Pandas Plots_en.srt
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004 Using rename() When Plotting.mp4
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004 Using rename() When Plotting_en.srt
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005 Closer Look at Pandas Bar Plots.mp4
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005 Closer Look at Pandas Bar Plots_en.srt
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006 EXERCISE Pandas Plotting Challenge #1.mp4
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006 EXERCISE Pandas Plotting Challenge #1_en.srt
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007 Pandas Histograms.mp4
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007 Pandas Histograms_en.srt
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008 Box Plots.mp4
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008 Box Plots_en.srt
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009 Pandas Line Plots.mp4
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009 Pandas Line Plots_en.srt
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010 EXERCISE Pandas Plotting Challenge #2.mp4
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010 EXERCISE Pandas Plotting Challenge #2_en.srt
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011 Pandas Scatter Plots.mp4
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011 Pandas Scatter Plots_en.srt
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012 Multiple Plots On The Same Axes.mp4
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012 Multiple Plots On The Same Axes_en.srt
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013 UFOS Plotting Challenge!.mp4
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013 UFOS Plotting Challenge!_en.srt
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014 EXERCISE Pandas Plotting Challenge #3.mp4
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014 EXERCISE Pandas Plotting Challenge #3_en.srt
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015 Pandas Automatic Subplots.mp4
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015 Pandas Automatic Subplots_en.srt
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016 Manual Subplots With Pandas.mp4
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016 Manual Subplots With Pandas_en.srt
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017 EXERCISE Pandas Plotting Challenge #4.mp4
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017 EXERCISE Pandas Plotting Challenge #4_en.srt
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018 EXERCISE Pandas Plotting Challenge #5.mp4
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018 EXERCISE Pandas Plotting Challenge #5_en.srt
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019 Exporting Figures With savefig().mp4
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019 Exporting Figures With savefig()_en.srt
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001 Introducing Groupby.mp4
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001 Introducing Groupby_en.srt
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002 Exploring Groups.mp4
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002 Exploring Groups_en.srt
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003 Split-Apply-Combine.mp4
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003 Split-Apply-Combine_en.srt
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004 Using The Agg Method.mp4
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004 Using The Agg Method_en.srt
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005 Agg with Custom Functions.mp4
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005 Agg with Custom Functions_en.srt
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006 Named Aggregation.mp4
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006 Named Aggregation_en.srt
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007 EXERCISE Groupby.mp4
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007 EXERCISE Groupby_en.srt
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008 SOLUTION Groupby.mp4
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008 SOLUTION Groupby_en.srt
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001 Groupby With Multiple Columns.mp4
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001 Groupby With Multiple Columns_en.srt
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002 Creating a MultiIndex With set_index.mp4
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002 Creating a MultiIndex With set_index_en.srt
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003 Sorting A MultiIndex.mp4
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003 Sorting A MultiIndex_en.srt
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004 Using .loc[] With A MultiIndex.mp4
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004 Using .loc[] With A MultiIndex_en.srt
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005 Cross Sections With The XS Method.mp4
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005 Cross Sections With The XS Method_en.srt
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006 get_level_values().mp4
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006 get_level_values()_en.srt
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007 Hierarchical Columns.mp4
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007 Hierarchical Columns_en.srt
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008 Stack() and Unstack().mp4
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008 Stack() and Unstack()_en.srt
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009 Plotting With Unstack().mp4
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009 Plotting With Unstack()_en.srt
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010 Grouping By Index.mp4
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010 Grouping By Index_en.srt
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001 The String Datatype Vs. Object Datatype.mp4
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001 The String Datatype Vs. Object Datatype_en.srt
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002 Upper(), Lower(), and Capitalize().mp4
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002 Upper(), Lower(), and Capitalize()_en.srt
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003 Indexing String Series With [].mp4
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003 Indexing String Series With []_en.srt
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004 Stripping Whitespace With Strip().mp4
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004 Stripping Whitespace With Strip()_en.srt
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005 Splitting Text Values With Split().mp4
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005 Splitting Text Values With Split()_en.srt
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006 Replacing Portions of Strings With Replace().mp4
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006 Replacing Portions of Strings With Replace()_en.srt
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007 Testing Strings With Contains().mp4
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007 Testing Strings With Contains()_en.srt
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001 Applying Functions To Series.mp4
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001 Applying Functions To Series_en.srt
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002 Apply() With Lambdas & Arguments.mp4
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002 Apply() With Lambdas & Arguments_en.srt
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003 Apply() w DataFrames Columns.mp4
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003 Apply() w DataFrames Columns_en.srt
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004 Apply() w DataFrames Rows.mp4
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004 Apply() w DataFrames Rows_en.srt
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005 The Series Map() Method.mp4
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005 The Series Map() Method_en.srt
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006 The ApplyMap() Method.mp4
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006 The ApplyMap() Method_en.srt
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001 Concatenating Series.mp4
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001 Concatenating Series_en.srt
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002 Concatenating Series By Index.mp4
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002 Concatenating Series By Index_en.srt
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003 Inner vs. Outer Joins.mp4
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003 Inner vs. Outer Joins_en.srt
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004 Concatenating DataFrames By Columns.mp4
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004 Concatenating DataFrames By Columns_en.srt
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005 Concatenating DataFrames By Index.mp4
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005 Concatenating DataFrames By Index_en.srt
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006 The DataFrame Merge() Method.mp4
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006 The DataFrame Merge() Method_en.srt
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007 Merge() w Left, Right, Inner, & Outer Joins.mp4
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007 Merge() w Left, Right, Inner, & Outer Joins_en.srt
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008 Merge() On and Suffixes Arguments.mp4
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008 Merge() On and Suffixes Arguments_en.srt
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001 Intro to Seaborn.mp4
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001 Intro to Seaborn_en.srt
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002 The Helpful load_dataset() method.mp4
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002 The Helpful load_dataset() method_en.srt
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003 Seaborn Scatterplots.mp4
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003 Seaborn Scatterplots_en.srt
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004 Seaborn Lineplots.mp4
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004 Seaborn Lineplots_en.srt
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005 The relplot() Method.mp4
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005 The relplot() Method_en.srt
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006 Resizing Seaborn Plots Aspect & Height.mp4
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006 Resizing Seaborn Plots Aspect & Height_en.srt
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007 Seaborn Histograms.mp4
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007 Seaborn Histograms_en.srt
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008 KDE Plots.mp4
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008 KDE Plots_en.srt
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009 Bivariate Distribution Plots.mp4
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009 Bivariate Distribution Plots_en.srt
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010 Rugplots.mp4
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010 Rugplots_en.srt
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011 The Amazing displot() Method.mp4
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011 The Amazing displot() Method_en.srt
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001 Countplot.mp4
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001 Countplot_en.srt
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002 Strip & Swarm Plots.mp4
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002 Strip & Swarm Plots_en.srt
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003 Boxplots.mp4
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003 Boxplots_en.srt
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004 Boxenplots.mp4
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004 Boxenplots_en.srt
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005 Violinplots.mp4
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006 Barplots.mp4
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006 Barplots_en.srt
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007 The Big Boy Catplot Method.mp4
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007 The Big Boy Catplot Method_en.srt
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001 Changing Seaborn Themes.mp4
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001 Changing Seaborn Themes_en.srt
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002 Customizing Styles with set_style().mp4
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002 Customizing Styles with set_style()_en.srt
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003 Altering Spines With despine().mp4
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003 Altering Spines With despine()_en.srt
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004 Changing Color Palettes.mp4
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004 Changing Color Palettes_en.srt
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