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Data Analysis with Python NumPy & Pandas Masterclass
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[TutsNode.net] - Data Analysis with Python NumPy & Pandas Masterclass
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7. MID-COURSE PROJECT
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2. SOLUTION Mid-Course Project.mp4 - 112.42 MB
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1. Mid-Course Project Intro.mp4 - 25.21 MB
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2. SOLUTION Mid-Course Project.srt - 23.85 KB
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1. Mid-Course Project Intro.srt - 8.61 KB
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11. FINAL COURSE PROJECT
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2. SOLUTION Final Project.mp4 - 100.88 MB
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1. Final Project Intro.mp4 - 23.1 MB
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2. SOLUTION Final Project.srt - 21.01 KB
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1. Final Project Intro.srt - 7.41 KB
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6. Basic Data Visualization in Python
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1. The matplotlib API & The .plot() Method.mp4 - 50.64 MB
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5. Chart Colors.mp4 - 35.84 MB
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18. Pie Charts & Scatterplots.mp4 - 32.01 MB
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14. Bar Charts.mp4 - 31.04 MB
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8. Chart Styles.mp4 - 27.23 MB
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11. Subplots & Figure Size.mp4 - 27.21 MB
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15. Grouped & Stacked Bar Charts.mp4 - 25.36 MB
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7. Chart Legends & Gridlines.mp4 - 23.93 MB
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21. Histograms.mp4 - 18.23 MB
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4. Chart Titles.mp4 - 18.18 MB
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13. SOLUTION Subplots.mp4 - 17.55 MB
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24. Saving Plots & Further Exploration.mp4 - 17.23 MB
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3. SOLUTION Basic Line Chart.mp4 - 15 MB
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17. SOLUTION Bar Charts.mp4 - 14.08 MB
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6. Line Styles.mp4 - 11.13 MB
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20. SOLUTION Scatterplots.mp4 - 10.95 MB
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12. ASSIGNMENT Subplots.mp4 - 10.56 MB
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16. ASSIGNMENT Bar Charts.mp4 - 10.38 MB
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25. Key Takeaways.mp4 - 8.73 MB
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10. SOLUTION Stylized Line Chart.mp4 - 8.65 MB
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9. ASSIGNMENT Stylized Line Chart.mp4 - 7.27 MB
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23. SOLUTION Histograms.mp4 - 7.11 MB
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19. ASSIGNMENT Scatterplots.mp4 - 5.74 MB
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2. ASSIGNMENT Basic Line Chart.mp4 - 4.38 MB
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22. ASSIGNMENT Histograms.mp4 - 2.76 MB
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1. The matplotlib API & The .plot() Method.srt - 15.12 KB
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18. Pie Charts & Scatterplots.srt - 10.38 KB
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14. Bar Charts.srt - 9.5 KB
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11. Subplots & Figure Size.srt - 8.57 KB
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15. Grouped & Stacked Bar Charts.srt - 8.45 KB
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5. Chart Colors.srt - 8.33 KB
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8. Chart Styles.srt - 6.6 KB
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7. Chart Legends & Gridlines.srt - 6.48 KB
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4. Chart Titles.srt - 5.82 KB
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24. Saving Plots & Further Exploration.srt - 5.72 KB
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21. Histograms.srt - 5.57 KB
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13. SOLUTION Subplots.srt - 5.27 KB
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3. SOLUTION Basic Line Chart.srt - 4.86 KB
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20. SOLUTION Scatterplots.srt - 3.61 KB
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25. Key Takeaways.srt - 3.34 KB
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17. SOLUTION Bar Charts.srt - 3.33 KB
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6. Line Styles.srt - 3.24 KB
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12. ASSIGNMENT Subplots.srt - 2.9 KB
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9. ASSIGNMENT Stylized Line Chart.srt - 2.31 KB
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10. SOLUTION Stylized Line Chart.srt - 2.25 KB
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16. ASSIGNMENT Bar Charts.srt - 2.19 KB
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23. SOLUTION Histograms.srt - 2.12 KB
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19. ASSIGNMENT Scatterplots.srt - 1.96 KB
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2. ASSIGNMENT Basic Line Chart.srt - 1.74 KB
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22. ASSIGNMENT Histograms.srt - 1.21 KB
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26. QUIZ Basic Data Visualization in Python.html - 164 B
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3. Pandas Series
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25. Fixing Missing Data.mp4 - 43.91 MB
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1. Series Basics.mp4 - 36.55 MB
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2. Pandas Data Types & Type Conversion.mp4 - 36.2 MB
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11. Filtering Series & Logical Tests.mp4 - 32.88 MB
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16. Text Series Operations.mp4 - 29.84 MB
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31. SOLUTION Apply & Where.mp4 - 27.12 MB
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7. The .loc Accessor.mp4 - 26.86 MB
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8. Duplicate Index Values & Resetting The Index.mp4 - 25.14 MB
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5. The Series Index & Custom Indices.mp4 - 24.34 MB
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29. Pandas Where (vs. NumPy Where).mp4 - 24.34 MB
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15. Numeric Series Operations.mp4 - 24.13 MB
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19. Numerical Series Aggregation.mp4 - 23.03 MB
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22. SOLUTION Series Aggregation.mp4 - 21.11 MB
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6. The .iloc Accessor.mp4 - 20.54 MB
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23. Missing Data Representation in Pandas.mp4 - 20.27 MB
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18. SOLUTION Series Operations.mp4 - 19.91 MB
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10. SOLUTION Accessing Data & Resetting The Index.mp4 - 16.4 MB
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14. SOLUTION Sorting & Filtering Series.mp4 - 15.7 MB
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28. Applying Custom Functions to Series.mp4 - 15.51 MB
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9. ASSIGNMENT Accessing Data & Resetting The Index.mp4 - 14.55 MB
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20. Categorical Series Aggregation.mp4 - 13.33 MB
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12. Sorting Series.mp4 - 13.29 MB
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4. SOLUTION Data Types & Type Conversion.mp4 - 11.74 MB
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3. ASSIGNMENT Data Types & Type Conversion.mp4 - 11.17 MB
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24. Identifying Missing Data.mp4 - 9.2 MB
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17. ASSIGNMENT Series Operations.mp4 - 9.03 MB
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27. SOLUTION Missing Data.mp4 - 7.55 MB
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32. Key Takeaways.mp4 - 7.11 MB
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30. ASSIGNMENT Apply & Where.mp4 - 6.21 MB
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13. ASSIGNMENT Sorting & Filtering Series.mp4 - 5.37 MB
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26. ASSIGNMENT Missing Data.mp4 - 4.47 MB
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21. ASSIGNMENT Series Aggregation.mp4 - 4.11 MB
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25. Fixing Missing Data.srt - 15.1 KB
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11. Filtering Series & Logical Tests.srt - 12.63 KB
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16. Text Series Operations.srt - 11.7 KB
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1. Series Basics.srt - 11.7 KB
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7. The .loc Accessor.srt - 10.85 KB
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5. The Series Index & Custom Indices.srt - 10.76 KB
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2. Pandas Data Types & Type Conversion.srt - 10.58 KB
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15. Numeric Series Operations.srt - 10.04 KB
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29. Pandas Where (vs. NumPy Where).srt - 10 KB
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8. Duplicate Index Values & Resetting The Index.srt - 9.88 KB
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19. Numerical Series Aggregation.srt - 9.12 KB
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23. Missing Data Representation in Pandas.srt - 7.25 KB
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6. The .iloc Accessor.srt - 7.16 KB
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22. SOLUTION Series Aggregation.srt - 6.75 KB
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28. Applying Custom Functions to Series.srt - 6.74 KB
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31. SOLUTION Apply & Where.srt - 6.53 KB
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20. Categorical Series Aggregation.srt - 5.95 KB
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12. Sorting Series.srt - 5.95 KB
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18. SOLUTION Series Operations.srt - 5.22 KB
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14. SOLUTION Sorting & Filtering Series.srt - 5.01 KB
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4. SOLUTION Data Types & Type Conversion.srt - 3.75 KB
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24. Identifying Missing Data.srt - 3.73 KB
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10. SOLUTION Accessing Data & Resetting The Index.srt - 3.67 KB
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9. ASSIGNMENT Accessing Data & Resetting The Index.srt - 3.33 KB
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3. ASSIGNMENT Data Types & Type Conversion.srt - 3.06 KB
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17. ASSIGNMENT Series Operations.srt - 2.88 KB
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27. SOLUTION Missing Data.srt - 2.5 KB
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32. Key Takeaways.srt - 2.4 KB
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30. ASSIGNMENT Apply & Where.srt - 1.97 KB
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21. ASSIGNMENT Series Aggregation.srt - 1.77 KB
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13. ASSIGNMENT Sorting & Filtering Series.srt - 1.71 KB
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26. ASSIGNMENT Missing Data.srt - 1.5 KB
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33. QUIZ Pandas Series.html - 164 B
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10. Joining DataFrames
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10. SOLUTION Joining DataFrames.mp4 - 43.3 MB
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2. Appending DataFrames.mp4 - 29.12 MB
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8. Left Joins.mp4 - 28.65 MB
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7. Inner Joins.mp4 - 22.64 MB
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6. Join Types.mp4 - 16.14 MB
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9. ASSIGNMENT Joining DataFrames.mp4 - 12.31 MB
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5. Joining DataFrames.mp4 - 11.14 MB
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4. SOLUTION Appending DataFrames.mp4 - 11.07 MB
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11. The Join Method.mp4 - 9.9 MB
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1. Why Multiple Tables.mp4 - 8.7 MB
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3. ASSIGNMENT Appending DataFrames.mp4 - 7.99 MB
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12. Key Takeaways.mp4 - 7.27 MB
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10. SOLUTION Joining DataFrames.srt - 8.68 KB
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2. Appending DataFrames.srt - 7.68 KB
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8. Left Joins.srt - 6.77 KB
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6. Join Types.srt - 6.25 KB
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7. Inner Joins.srt - 5.2 KB
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5. Joining DataFrames.srt - 4.04 KB
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1. Why Multiple Tables.srt - 3.41 KB
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9. ASSIGNMENT Joining DataFrames.srt - 3.3 KB
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11. The Join Method.srt - 3.14 KB
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4. SOLUTION Appending DataFrames.srt - 2.69 KB
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3. ASSIGNMENT Appending DataFrames.srt - 2.61 KB
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12. Key Takeaways.srt - 2.2 KB
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13. QUIZ Joining DataFrames.html - 164 B
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2. NumPy Primer
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15. Filtering Arrays & Modifying Array Values.mp4 - 41.53 MB
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25. Broadcasting.mp4 - 36.96 MB
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9. Indexing & Slicing Arrays.mp4 - 35.36 MB
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5. Array Creation.mp4 - 32.96 MB
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27. SOLUTION Bringing it all together.mp4 - 30.79 MB
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12. Array Operations.mp4 - 30.16 MB
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2. Numpy Arrays & Array Properties.mp4 - 29.23 MB
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20. Array Functions.mp4 - 28.19 MB
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6. Random Number Generation.mp4 - 25.69 MB
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19. Array Aggregation.mp4 - 24.21 MB
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14. SOLUTION Array Operations.mp4 - 22.47 MB
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8. SOLUTION Array Creation.mp4 - 20.3 MB
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24. Vectorization.mp4 - 19.59 MB
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16. The Where Function.mp4 - 19.33 MB
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18. SOLUTION Filtering & Modifying Arrays.mp4 - 18.66 MB
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26. ASSIGNMENT Bringing it all together.mp4 - 17.2 MB
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1. Pandas & NumPy Intro.mp4 - 14.64 MB
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11. SOLUTION Indexing & Slicing Arrays.mp4 - 13.15 MB
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21. Sorting Arrays.mp4 - 12.48 MB
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13. ASSIGNMENT Array Operations.mp4 - 12.48 MB
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17. ASSIGNMENT Filtering & Modifying Arrays.mp4 - 11.38 MB
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23. SOLUTION Aggregation & Sorting.mp4 - 9.58 MB
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4. SOLUTION Array Basics.mp4 - 9.23 MB
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22. ASSIGNMENT Aggregation & Sorting.mp4 - 8.8 MB
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28. Key Takeaways.mp4 - 8.52 MB
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3. ASSIGNMENT Array Basics.mp4 - 8.17 MB
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7. ASSIGNMENT Array Creation.mp4 - 7.83 MB
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10. ASSIGNMENT Indexing & Slicing Arrays.mp4 - 7.74 MB
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15. Filtering Arrays & Modifying Array Values.srt - 16.65 KB
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9. Indexing & Slicing Arrays.srt - 15.42 KB
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5. Array Creation.srt - 13.09 KB
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12. Array Operations.srt - 12.25 KB
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20. Array Functions.srt - 12.17 KB
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2. Numpy Arrays & Array Properties.srt - 11.88 KB
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25. Broadcasting.srt - 11.13 KB
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19. Array Aggregation.srt - 10.13 KB
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27. SOLUTION Bringing it all together.srt - 9.82 KB
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6. Random Number Generation.srt - 9.52 KB
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8. SOLUTION Array Creation.srt - 6.97 KB
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14. SOLUTION Array Operations.srt - 6.67 KB
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16. The Where Function.srt - 6.62 KB
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24. Vectorization.srt - 6.23 KB
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21. Sorting Arrays.srt - 6.09 KB
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18. SOLUTION Filtering & Modifying Arrays.srt - 4.83 KB
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1. Pandas & NumPy Intro.srt - 4.71 KB
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26. ASSIGNMENT Bringing it all together.srt - 4.25 KB
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11. SOLUTION Indexing & Slicing Arrays.srt - 3.87 KB
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13. ASSIGNMENT Array Operations.srt - 3.84 KB
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17. ASSIGNMENT Filtering & Modifying Arrays.srt - 3.52 KB
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4. SOLUTION Array Basics.srt - 3.43 KB
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3. ASSIGNMENT Array Basics.srt - 3.4 KB
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28. Key Takeaways.srt - 3.13 KB
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7. ASSIGNMENT Array Creation.srt - 2.9 KB
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23. SOLUTION Aggregation & Sorting.srt - 2.71 KB
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22. ASSIGNMENT Aggregation & Sorting.srt - 2.36 KB
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10. ASSIGNMENT Indexing & Slicing Arrays.srt - 2.02 KB
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29. QUIZ NumPy Primer.html - 164 B
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4. Intro to DataFrames
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37. PRO TIP Multiple Column Creation with Assign.mp4 - 41.5 MB
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6. Exploring DataFrames Info & Describe.mp4 - 39.02 MB
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24. Sorting DataFrames.mp4 - 37.37 MB
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30. Arithmetic & Boolean Column Creation.mp4 - 31.61 MB
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42. PRO TIP Memory Usage & DataTypes.mp4 - 31.52 MB
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23. SOLUTION Filtering DataFrames.mp4 - 30.66 MB
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14. Identifying & Dropping Duplicates.mp4 - 29.71 MB
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13. Dropping Columns & Rows.mp4 - 28.6 MB
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40. The Categorical Data Type.mp4 - 28.46 MB
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33. PRO TIP Advanced Conditional Columns with Select.mp4 - 27.82 MB
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43. PRO TIP Downcasting Numeric Data Types.mp4 - 26.28 MB
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20. Filtering DataFrames.mp4 - 24.86 MB
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10. Accessing DataFrame Data with .iloc & .loc.mp4 - 24.72 MB
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21. PRO TIP The Query Method.mp4 - 24.29 MB
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45. SOLUTION DataFrame DataTypes.mp4 - 22.85 MB
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36. The Map Method.mp4 - 22.48 MB
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9. Accessing DataFrame Columns.mp4 - 22.28 MB
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2. Creating a DataFrame.mp4 - 21.87 MB
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1. DataFrame Basics.mp4 - 20.42 MB
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32. SOLUTION Arithmetic & Boolean Columns.mp4 - 19.9 MB
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8. SOLUTION Exploring a DataFrame.mp4 - 18.4 MB
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35. SOLUTION The Select Function.mp4 - 17.21 MB
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17. Missing Data.mp4 - 16.16 MB
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39. SOLUTION Map & Assign.mp4 - 15.96 MB
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5. Exploring DataFrames Heads, Tails & Sample.mp4 - 15.3 MB
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29. SOLUTION Renaming & Reordering Columns.mp4 - 14.72 MB
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27. Renaming & Reordering Columns.mp4 - 13.66 MB
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12. SOLUTION Accessing DataFrame Data.mp4 - 13.36 MB
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26. SOLUTION Sorting DataFrames.mp4 - 12.96 MB
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34. ASSIGNMENT The Select Function.mp4 - 9.21 MB
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19. SOLUTION Missing Data.mp4 - 9.05 MB
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31. ASSIGNMENT Arithmetic & Boolean Columns.mp4 - 8.85 MB
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41. Type Conversion.mp4 - 8.72 MB
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4. SOLUTION DataFrame Basics.mp4 - 8.53 MB
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38. ASSIGNMENT Map & Assign.mp4 - 8.46 MB
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16. SOLUTION Dropping Data.mp4 - 8.37 MB
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22. ASSIGNMENT Filtering DataFrames.mp4 - 8.35 MB
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46. Key Takeways.mp4 - 7.9 MB
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44. ASSIGNMENT DataFrame DataTypes.mp4 - 7.42 MB
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11. ASSIGNMENT Accessing DataFrame Data.mp4 - 5.64 MB
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7. ASSIGNMENT Exploring a DataFrame.mp4 - 4.97 MB
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28. ASSIGNMENT Renaming & Reordering Columns.mp4 - 4.88 MB
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15. ASSIGNMENT Dropping Data.mp4 - 4.49 MB
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18. ASSIGNMENT Missing Data.mp4 - 4.31 MB
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25. ASSIGNMENT Sorting DataFrames.mp4 - 4.15 MB
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3. ASSIGNMENT DataFrame Basics.mp4 - 3.79 MB
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6. Exploring DataFrames Info & Describe.srt - 13.3 KB
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37. PRO TIP Multiple Column Creation with Assign.srt - 12.77 KB
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14. Identifying & Dropping Duplicates.srt - 11.25 KB
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24. Sorting DataFrames.srt - 10.86 KB
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13. Dropping Columns & Rows.srt - 9.81 KB
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42. PRO TIP Memory Usage & DataTypes.srt - 9.76 KB
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10. Accessing DataFrame Data with .iloc & .loc.srt - 9.74 KB
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23. SOLUTION Filtering DataFrames.srt - 9.53 KB
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30. Arithmetic & Boolean Column Creation.srt - 8.87 KB
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40. The Categorical Data Type.srt - 8.83 KB
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33. PRO TIP Advanced Conditional Columns with Select.srt - 8.74 KB
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43. PRO TIP Downcasting Numeric Data Types.srt - 7.71 KB
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2. Creating a DataFrame.srt - 7.7 KB
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9. Accessing DataFrame Columns.srt - 7.67 KB
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1. DataFrame Basics.srt - 7.21 KB
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20. Filtering DataFrames.srt - 6.96 KB
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36. The Map Method.srt - 6.9 KB
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21. PRO TIP The Query Method.srt - 6.83 KB
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8. SOLUTION Exploring a DataFrame.srt - 6.81 KB
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5. Exploring DataFrames Heads, Tails & Sample.srt - 5.84 KB
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17. Missing Data.srt - 5.56 KB
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12. SOLUTION Accessing DataFrame Data.srt - 5.32 KB
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27. Renaming & Reordering Columns.srt - 5.14 KB
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45. SOLUTION DataFrame DataTypes.srt - 5.06 KB
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32. SOLUTION Arithmetic & Boolean Columns.srt - 5.04 KB
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29. SOLUTION Renaming & Reordering Columns.srt - 4.83 KB
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35. SOLUTION The Select Function.srt - 4.74 KB
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26. SOLUTION Sorting DataFrames.srt - 4.35 KB
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39. SOLUTION Map & Assign.srt - 4.12 KB
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16. SOLUTION Dropping Data.srt - 4.02 KB
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19. SOLUTION Missing Data.srt - 3.67 KB
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34. ASSIGNMENT The Select Function.srt - 3.25 KB
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4. SOLUTION DataFrame Basics.srt - 3.24 KB
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22. ASSIGNMENT Filtering DataFrames.srt - 2.88 KB
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31. ASSIGNMENT Arithmetic & Boolean Columns.srt - 2.87 KB
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41. Type Conversion.srt - 2.85 KB
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46. Key Takeways.srt - 2.6 KB
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44. ASSIGNMENT DataFrame DataTypes.srt - 2.48 KB
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11. ASSIGNMENT Accessing DataFrame Data.srt - 2.38 KB
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38. ASSIGNMENT Map & Assign.srt - 2.33 KB
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7. ASSIGNMENT Exploring a DataFrame.srt - 2.12 KB
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15. ASSIGNMENT Dropping Data.srt - 2.05 KB
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3. ASSIGNMENT DataFrame Basics.srt - 1.88 KB
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28. ASSIGNMENT Renaming & Reordering Columns.srt - 1.85 KB
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18. ASSIGNMENT Missing Data.srt - 1.82 KB
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25. ASSIGNMENT Sorting DataFrames.srt - 1.5 KB
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47. QUIZ Intro to DataFrames.html - 164 B
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8. Analyzing Dates & Times
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2. Converting To Datetimes.mp4 - 40.35 MB
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7. Time Deltas & Arithmetic.mp4 - 33.17 MB
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11. Missing Time Series Data.mp4 - 29.66 MB
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18. Aggregation & Resampling.mp4 - 26.08 MB
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3. Formatting Dates.mp4 - 24.81 MB
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21. Rolling Aggregations.mp4 - 24.73 MB
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10. Time Series Indices.mp4 - 21.8 MB
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4. Date & Time Parts.mp4 - 16.75 MB
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14. Shifting Time Series.mp4 - 16 MB
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17. SOLUTION Shift & Diff.mp4 - 15.75 MB
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15. PRO TIP DIFF().mp4 - 14.65 MB
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6. SOLUTION Pandas Datetime Basics.mp4 - 14.63 MB
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1. Times in Python and Pandas.mp4 - 14.48 MB
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13. SOLUTION Missing Time Series Data.mp4 - 14.36 MB
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12. ASSIGNMENT Missing Time Series Data.mp4 - 11.24 MB
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20. SOLUTION Resampling.mp4 - 11.02 MB
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9. SOLUTION Time Deltas.mp4 - 10.35 MB
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24. Key Takeaways.mp4 - 9.04 MB
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8. ASSIGNMENT Time Deltas.mp4 - 8.49 MB
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16. ASSIGNMENT Shift & Diff.mp4 - 7.15 MB
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5. ASSIGNMENT Pandas Datetime Basics.mp4 - 6.49 MB
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23. SOLUTION Rolling Aggregations.mp4 - 5.82 MB
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22. ASSIGNMENT Rolling Aggregations.mp4 - 4.24 MB
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19. ASSIGNMENT Resampling.mp4 - 3.87 MB
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7. Time Deltas & Arithmetic.srt - 10.23 KB
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2. Converting To Datetimes.srt - 9.98 KB
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3. Formatting Dates.srt - 8.31 KB
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11. Missing Time Series Data.srt - 7.57 KB
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21. Rolling Aggregations.srt - 7.44 KB
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18. Aggregation & Resampling.srt - 6.41 KB
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10. Time Series Indices.srt - 6.13 KB
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1. Times in Python and Pandas.srt - 4.99 KB
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4. Date & Time Parts.srt - 4.72 KB
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15. PRO TIP DIFF().srt - 4.66 KB
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14. Shifting Time Series.srt - 4.59 KB
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17. SOLUTION Shift & Diff.srt - 4.51 KB
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6. SOLUTION Pandas Datetime Basics.srt - 3.58 KB
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20. SOLUTION Resampling.srt - 3.28 KB
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13. SOLUTION Missing Time Series Data.srt - 3.21 KB
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12. ASSIGNMENT Missing Time Series Data.srt - 2.91 KB
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24. Key Takeaways.srt - 2.72 KB
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16. ASSIGNMENT Shift & Diff.srt - 2.72 KB
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5. ASSIGNMENT Pandas Datetime Basics.srt - 2.65 KB
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9. SOLUTION Time Deltas.srt - 2.5 KB
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8. ASSIGNMENT Time Deltas.srt - 2.08 KB
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23. SOLUTION Rolling Aggregations.srt - 1.66 KB
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22. ASSIGNMENT Rolling Aggregations.srt - 1.5 KB
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19. ASSIGNMENT Resampling.srt - 1.46 KB
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25. QUIZ Analyzing Dates & Times.html - 164 B
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5. Aggregating & Reshaping DataFrames
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21. Melting DataFrames.mp4 - 37.78 MB
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8. Multi-Index DataFrames.mp4 - 37.63 MB
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12. The Agg Method & Named Aggregations.mp4 - 36.99 MB
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18. Pivot Tables in Pandas.mp4 - 36.51 MB
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23. SOLUTION Pivot & Melt.mp4 - 36.24 MB
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15. PRO TIP Transforming DataFrames.mp4 - 34.02 MB
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17. SOLUTION Transforming a DataFrame.mp4 - 26.67 MB
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9. Modifying Multi-Indices.mp4 - 22.87 MB
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2. The Groupby Method.mp4 - 22.84 MB
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20. PRO TIP Pivot Table Heatmaps.mp4 - 22.36 MB
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11. SOLUTION Multi-Index DataFrames.mp4 - 22.16 MB
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5. Grouping By Multiple Columns.mp4 - 20.97 MB
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1. Basic Aggregations.mp4 - 19.81 MB
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14. SOLUTION The Agg Method.mp4 - 17.29 MB
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19. Multiple Aggregation Pivot Tables.mp4 - 15.64 MB
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7. SOLUTION Grouping By Multiple Columns.mp4 - 12.43 MB
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4. SOLUTION Groupby.mp4 - 12.24 MB
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24. Key Takeaways.mp4 - 10.45 MB
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10. ASSIGNMENT Multi-Index DataFrames.mp4 - 7.66 MB
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13. ASSIGNMENT The Agg Method.mp4 - 7.35 MB
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22. ASSIGNMENT Pivot & Melt.mp4 - 7.15 MB
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6. ASSIGNMENT Grouping By Multiple Columns.mp4 - 7.14 MB
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16. ASSIGNMENT Transforming a DataFrame.mp4 - 6.79 MB
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3. ASSIGNMENT Groupby.mp4 - 6.19 MB
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8. Multi-Index DataFrames.srt - 11.98 KB
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12. The Agg Method & Named Aggregations.srt - 11.61 KB
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18. Pivot Tables in Pandas.srt - 9.92 KB
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15. PRO TIP Transforming DataFrames.srt - 9.62 KB
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21. Melting DataFrames.srt - 9.42 KB
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23. SOLUTION Pivot & Melt.srt - 8.69 KB
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5. Grouping By Multiple Columns.srt - 7.37 KB
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9. Modifying Multi-Indices.srt - 7.33 KB
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20. PRO TIP Pivot Table Heatmaps.srt - 6.97 KB
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2. The Groupby Method.srt - 6.81 KB
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1. Basic Aggregations.srt - 6.75 KB
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17. SOLUTION Transforming a DataFrame.srt - 6.24 KB
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11. SOLUTION Multi-Index DataFrames.srt - 6.11 KB
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7. SOLUTION Grouping By Multiple Columns.srt - 5.01 KB
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14. SOLUTION The Agg Method.srt - 5 KB
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19. Multiple Aggregation Pivot Tables.srt - 4.72 KB
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4. SOLUTION Groupby.srt - 3.38 KB
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24. Key Takeaways.srt - 3.05 KB
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10. ASSIGNMENT Multi-Index DataFrames.srt - 2.52 KB
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13. ASSIGNMENT The Agg Method.srt - 2.32 KB
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3. ASSIGNMENT Groupby.srt - 2.28 KB
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16. ASSIGNMENT Transforming a DataFrame.srt - 2.28 KB
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6. ASSIGNMENT Grouping By Multiple Columns.srt - 2.18 KB
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22. ASSIGNMENT Pivot & Melt.srt - 2.04 KB
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25. QUIZ Aggregating & Reshaping DataFrames.html - 164 B
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1. Getting Started
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3.1 Data Analysis With Python & Pandas.pdf - 36.49 MB
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3.2 Pandas Course Resources.zip - 29.89 MB
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1. Course Structure & Outline.mp4 - 24.85 MB
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6. Jupyter Installation & Launch.mp4 - 16.68 MB
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5. Setting Expectations.mp4 - 8.06 MB
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4. Introducing the Course Project.mp4 - 5.12 MB
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6. Jupyter Installation & Launch.srt - 5.3 KB
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2. READ ME Important Notes for New Students.html - 4.8 KB
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5. Setting Expectations.srt - 2.22 KB
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4. Introducing the Course Project.srt - 1.49 KB
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3. DOWNLOAD Course Resources.html - 576 B
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9. Importing & Exporting Data
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7. SOLUTION Importing Data.mp4 - 32.36 MB
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12. Working With SQL Databases.mp4 - 29.13 MB
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1. Preprocessing with read_csv.mp4 - 26.86 MB
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8. Importing from Text & Excel Files.mp4 - 26.48 MB
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3. Row Selection & Missing Values.mp4 - 17.9 MB
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2. Column Selection.mp4 - 16.25 MB
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13. Other Supported File Formats.mp4 - 15.32 MB
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4. Parsing Dates & Data Types.mp4 - 15.25 MB
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5. PRO TIP Converters.mp4 - 13.01 MB
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6. ASSIGNMENT Importing Data.mp4 - 11.67 MB
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11. SOLUTION Importing & Exporting Excel Data.mp4 - 10.5 MB
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9. Exporting to Flat Files.mp4 - 8.69 MB
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10. ASSIGNMENT Importing & Exporting Excel Data.mp4 - 7.33 MB
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14. Key Takeaways.mp4 - 6.78 MB
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12. Working With SQL Databases.srt - 10.4 KB
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1. Preprocessing with read_csv.srt - 9.05 KB
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8. Importing from Text & Excel Files.srt - 8.89 KB
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3. Row Selection & Missing Values.srt - 7.09 KB
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7. SOLUTION Importing Data.srt - 6.73 KB
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2. Column Selection.srt - 6.1 KB
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4. Parsing Dates & Data Types.srt - 6.04 KB
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5. PRO TIP Converters.srt - 4.56 KB
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13. Other Supported File Formats.srt - 4.14 KB
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9. Exporting to Flat Files.srt - 3.64 KB
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6. ASSIGNMENT Importing Data.srt - 3.12 KB
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11. SOLUTION Importing & Exporting Excel Data.srt - 3.09 KB
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10. ASSIGNMENT Importing & Exporting Excel Data.srt - 2.38 KB
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14. Key Takeaways.srt - 2.09 KB
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15. QUIZ Importing & Exporting Data.html - 164 B
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12. BONUS LESSON
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1. BONUS LESSON.html - 9.1 KB
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0 - 95 B
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[TGx]Downloaded from torrentgalaxy.to .txt - 585 B
-
TutsNode.net.txt - 59 B
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| Trackers | Seeders | Leechers | Downloads |
|---|---|---|---|
| udp://tracker.breizh.pm:6969/announce | 0 | 0 | 0 |
| udp://www.torrent.eu.org:451/announce | 20 | 2 | 806 |
| udp://9.rarbg.com:2920/announce | 14 | 4 | 79 |
| udp://tracker.0x.tf:6969/announce | 0 | 0 | 43 |
| udp://fe.dealclub.de:6969/announce | 0 | 0 | 6 |
| udp://app.icon256.com:8000/announce | 0 | 0 | 0 |
| udp://tracker.monitorit4.me:6969/announce | 0 | 0 | 0 |
| udp://tracker.moeking.me:6969/announce | 13 | 2 | 694 |
| udp://open.stealth.si:80/announce | 18 | 2 | 976 |
| udp://pow7.com:80/announce | 10 | 2 | 10 |
| udp://tracker.leech.ie:1337/announce | 0 | 0 | 0 |
| udp://p4p.arenabg.com:1337/announce | 0 | 0 | 0 |
| udp://vibe.sleepyinternetfun.xyz:1738/announce | 0 | 0 | 1 |
| udp://opentracker.i2p.rocks:6969/announce | 15 | 4 | 5 |
| udp://movies.zsw.ca:6969/announce | 0 | 0 | 33 |
| udp://bubu.mapfactor.com:6969/announce | 0 | 0 | 1 |
| udp://tracker.blacksparrowmedia.net:6969/announce | 0 | 0 | 0 |
| udp://exodus.desync.com:6969/announce | 1 | 0 | 156 |
| udp://tracker.theoks.net:6969/announce | 0 | 0 | 1 |
| udp://explodie.org:6969/announce | 12 | 1 | 0 |
| udp://tracker.army:6969/announce | 0 | 0 | 0 |
| udp://bt1.archive.org:6969/announce | 0 | 0 | 0 |
| udp://bt2.archive.org:6969/announce | 0 | 0 | 0 |
InfoHash:
070F12A9500665FB6918BF256A3E794318314708
Last updated:
Sep 21, 2022
File count:
654 B
File Category:
9
Tags:
Other, Tutorials