Data Analysis with Pandas and Python |
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2.5 GB |
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Total Files |
378 |
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/.../1. Installation and Setup/ |
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7. Mac OS - Unpack Course Materials + The Startdown and Shutdown Process.mp4 |
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7. Mac OS - Unpack Course Materials + The Startdown and Shutdown Process.vtt |
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10. Windows - Access the Command Prompt and Update Anaconda Libraries.mp4 |
23.6 MB |
10. Windows - Access the Command Prompt and Update Anaconda Libraries.vtt |
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11. Windows - Unpack Course Materials + The Startdown and Shutdown Process.mp4 |
18.6 MB |
11. Windows - Unpack Course Materials + The Startdown and Shutdown Process.vtt |
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17. Python Crash Course, Part 1 - Data Types and Variables.mp4 |
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17. Python Crash Course, Part 1 - Data Types and Variables.vtt |
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/ |
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/Data Analysis with Pandas and Python/ |
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/2. Series/ |
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4.0 MB |
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19.0 MB |
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20.1 Official Documentation for the Series.value_counts Method.html |
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12.9 MB |
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8.8 KB |
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13.7 MB |
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/3. DataFrames I/ |
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18.5 MB |
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2. Shared Methods and Attributes between Series and DataFrames.mp4 |
16.4 MB |
2. Shared Methods and Attributes between Series and DataFrames.vtt |
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12. Sort a DataFrame with the .sort_values() Method, Part I.mp4 |
13.9 MB |
12. Sort a DataFrame with the .sort_values() Method, Part I.vtt |
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13. Sort a DataFrame with the .sort_values() Method, Part II.mp4 |
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13. Sort a DataFrame with the .sort_values() Method, Part II.vtt |
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/4. DataFrames II/ |
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25.6 MB |
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28.7 MB |
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8.1 Official documentation for the DataFrame.duplicated method.html |
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9.1 Official documentation for the DataFrame.drop_duplicates method.html |
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/5. DataFrames III/ |
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6. Second Arguments to .loc[], .iloc[], and .ix[] Methods.mp4 |
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6. Second Arguments to .loc[], .iloc[], and .ix[] Methods.vtt |
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/.../6. Working with Text Data/ |
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9. The expand and n Parameters of the .str.split() Method.mp4 |
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9. The expand and n Parameters of the .str.split() Method.vtt |
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/7. MultiIndex/ |
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7. The .transpose() Method and MultiIndex on Column Level.mp4 |
12.5 MB |
7. The .transpose() Method and MultiIndex on Column Level.vtt |
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/8. GroupBy/ |
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/.../9. Merging, Joining, and Concatenating/ |
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1. Intro to the Merging, Joining, and Concatenating Module.mp4 |
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1. Intro to the Merging, Joining, and Concatenating Module.vtt |
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10. Merging by Indexes with the left_index and right_index Parameters.mp4 |
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10. Merging by Indexes with the left_index and right_index Parameters.vtt |
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/.../10. Working with Dates and Times/ |
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6. Create Range of Dates with the pd.date_range() Method, Part 1.mp4 |
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6. Create Range of Dates with the pd.date_range() Method, Part 1.vtt |
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7. Create Range of Dates with the pd.date_range() Method, Part 2.mp4 |
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7. Create Range of Dates with the pd.date_range() Method, Part 2.vtt |
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8. Create Range of Dates with the pd.date_range() Method, Part 3.mp4 |
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8. Create Range of Dates with the pd.date_range() Method, Part 3.vtt |
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11. Import Financial Data Set with pandas_datareader Library.mp4 |
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11. Import Financial Data Set with pandas_datareader Library.vtt |
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12. Selecting Rows from a DataFrame with a DateTimeIndex.mp4 |
19.2 MB |
12. Selecting Rows from a DataFrame with a DateTimeIndex.vtt |
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/11. Panels/ |
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1. Intro to the Module + Fetch Panel Dataset from Google Finance.mp4 |
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1. Intro to the Module + Fetch Panel Dataset from Google Finance.vtt |
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4. Use Bracket Notation to Extract a DataFrame from a Panel.mp4 |
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4. Use Bracket Notation to Extract a DataFrame from a Panel.vtt |
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6. Convert Panel to a MultiIndex DataFrame (and Vice Versa).mp4 |
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6. Convert Panel to a MultiIndex DataFrame (and Vice Versa).vtt |
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/.../12. Input and Output/ |
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4. Export DataFrame to CSV File with the .to_csv() Method.mp4 |
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4. Export DataFrame to CSV File with the .to_csv() Method.vtt |
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5. Install xlrd and openpyxl Libraries to Read and Write Excel Files.mp4 |
6.3 MB |
5. Install xlrd and openpyxl Libraries to Read and Write Excel Files.vtt |
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/13. Visualization/ |
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/.../14. Options and Settings/ |
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2. Changing pandas Options with Attributes and Dot Syntax.mp4 |
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2. Changing pandas Options with Attributes and Dot Syntax.vtt |
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/15. Conclusion/ |
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Total files 378 |
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