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[FreeCourseWorld.Com] Udemy - Python for Financial Analysis and Algorithmic Trading

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2020-09-18

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FreeCourseWorld Com Udemy Python for Financial Analysis and Algorithmic Trading

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File Name

Size

1. Course Introduction/1. Introduction to Course.mp4

8.51MB

1. Course Introduction/1. Introduction to Course.srt

3.09KB

1. Course Introduction/2. Course Overview Lecture (DON'T SKIP THIS!).mp4

8.6MB

1. Course Introduction/2. Course Overview Lecture (DON'T SKIP THIS!).srt

5.84KB

1. Course Introduction/3. Did you skip the last lecture Please go back and view it!.html

686B

1. Course Introduction/4. Course FAQ.html

1.79KB

1. Course Introduction/4.1 Python-for-Finance-Repo-master.zip

12.57MB

10. Time Series Analysis/1. Welcome to Time Series Analysis.mp4

4.22MB

10. Time Series Analysis/1. Welcome to Time Series Analysis.srt

880B

10. Time Series Analysis/10. ACF and PACF.mp4

11.6MB

10. Time Series Analysis/10. ACF and PACF.srt

8.79KB

10. Time Series Analysis/11. ARIMA with Statsmodels.mp4

25.76MB

10. Time Series Analysis/11. ARIMA with Statsmodels.srt

17.17KB

10. Time Series Analysis/11.1 Rules for getting p,d,q.html

103B

10. Time Series Analysis/12. Quick Note on Second Milk Difference!.html

718B

10. Time Series Analysis/13. ARIMA Code Part Two.mp4

32.28MB

10. Time Series Analysis/13. ARIMA Code Part Two.srt

18.95KB

10. Time Series Analysis/14. ARIMA Code Part Three.mp4

15.07MB

10. Time Series Analysis/14. ARIMA Code Part Three.srt

9.84KB

10. Time Series Analysis/15. ARIMA Code Part Four.mp4

35.09MB

10. Time Series Analysis/15. ARIMA Code Part Four.srt

20.03KB

10. Time Series Analysis/16. Discussion on choosing PDQ.html

375B

10. Time Series Analysis/2. Introduction to Time Series.mp4

5.3MB

10. Time Series Analysis/2. Introduction to Time Series.srt

4.66KB

10. Time Series Analysis/2.1 Time Series Analysis Slides.html

138B

10. Time Series Analysis/3. Time Series Basics.mp4

6.86MB

10. Time Series Analysis/3. Time Series Basics.srt

6.72KB

10. Time Series Analysis/4. Introduction to Statsmodels.mp4

39.55MB

10. Time Series Analysis/4. Introduction to Statsmodels.srt

19.42KB

10. Time Series Analysis/4.1 Statsmodels Docs.html

105B

10. Time Series Analysis/5. ETS Theory.mp4

7.69MB

10. Time Series Analysis/5. ETS Theory.srt

6.38KB

10. Time Series Analysis/6. EWMA Theory.mp4

5.24MB

10. Time Series Analysis/6. EWMA Theory.srt

4.28KB

10. Time Series Analysis/6.1 EWMA on Investopedia.html

109B

10. Time Series Analysis/7. EWMA Code Along.mp4

35.44MB

10. Time Series Analysis/7. EWMA Code Along.srt

21.58KB

10. Time Series Analysis/8. ETS Code Along.mp4

14.83MB

10. Time Series Analysis/8. ETS Code Along.srt

9.5KB

10. Time Series Analysis/9. ARIMA Theory.mp4

17.29MB

10. Time Series Analysis/9. ARIMA Theory.srt

14.72KB

10. Time Series Analysis/9.1 Really great link describing ARIMA ACF and PACF plots.html

103B

11. Python Finance Fundamentals/1. Welcome to Finance Fundamentals.mp4

4.39MB

11. Python Finance Fundamentals/1. Welcome to Finance Fundamentals.srt

939B

11. Python Finance Fundamentals/10. Key Financial Topics.mp4

2MB

11. Python Finance Fundamentals/10. Key Financial Topics.srt

1.51KB

11. Python Finance Fundamentals/11. Types of Funds.mp4

11.37MB

11. Python Finance Fundamentals/11. Types of Funds.srt

9.01KB

11. Python Finance Fundamentals/11.1 Hedge Funds.html

110B

11. Python Finance Fundamentals/11.2 Mutual Fund.html

111B

11. Python Finance Fundamentals/11.3 ETFs.html

104B

11. Python Finance Fundamentals/12. Order Books.mp4

25.73MB

11. Python Finance Fundamentals/12. Order Books.srt

22.53KB

11. Python Finance Fundamentals/12.1 Talk about HFT by Brad Katsuyama.html

104B

11. Python Finance Fundamentals/12.2 Order Books.html

111B

11. Python Finance Fundamentals/13. Short Selling.mp4

4.81MB

11. Python Finance Fundamentals/13. Short Selling.srt

3.61KB

11. Python Finance Fundamentals/13.1 Short Selling.html

113B

11. Python Finance Fundamentals/14. CAPM - Capital Asset Pricing Model.mp4

9.83MB

11. Python Finance Fundamentals/14. CAPM - Capital Asset Pricing Model.srt

7.33KB

11. Python Finance Fundamentals/14.1 CAPM.html

105B

11. Python Finance Fundamentals/15. CAPM Code Along.mp4

27.59MB

11. Python Finance Fundamentals/15. CAPM Code Along.srt

15.34KB

11. Python Finance Fundamentals/15.1 SPY.csv

140.44KB

11. Python Finance Fundamentals/16. Stock Splits and Dividends.mp4

6.26MB

11. Python Finance Fundamentals/16. Stock Splits and Dividends.srt

4.95KB

11. Python Finance Fundamentals/16.1 Splits and Dividends.html

158B

11. Python Finance Fundamentals/17. EMH.mp4

3.87MB

11. Python Finance Fundamentals/17. EMH.srt

2.89KB

11. Python Finance Fundamentals/17.1 EMH.html

126B

11. Python Finance Fundamentals/2. Introduction to Python Finance Fundamentals.mp4

1.66MB

11. Python Finance Fundamentals/2. Introduction to Python Finance Fundamentals.srt

1.11KB

11. Python Finance Fundamentals/2.1 Python Finance Fundamentals Slides.html

138B

11. Python Finance Fundamentals/3. Sharpe Ratio Slides.mp4

13.45MB

11. Python Finance Fundamentals/3. Sharpe Ratio Slides.srt

10.73KB

11. Python Finance Fundamentals/3.1 Investopedia Sharpe Ratio.html

112B

11. Python Finance Fundamentals/4. Portfolio Allocation Code Along Part One.mp4

39.65MB

11. Python Finance Fundamentals/4. Portfolio Allocation Code Along Part One.srt

21.34KB

11. Python Finance Fundamentals/5. Portfolio Allocation Code Along Part Two.mp4

14.01MB

11. Python Finance Fundamentals/5. Portfolio Allocation Code Along Part Two.srt

10.06KB

11. Python Finance Fundamentals/6. Portfolio Optimization.mp4

9.53MB

11. Python Finance Fundamentals/6. Portfolio Optimization.srt

7.52KB

11. Python Finance Fundamentals/7. Portfolio Optimization Code Along One.mp4

31.45MB

11. Python Finance Fundamentals/7. Portfolio Optimization Code Along One.srt

21.44KB

11. Python Finance Fundamentals/8. Portfolio Optimization Code Along Two.mp4

17.33MB

11. Python Finance Fundamentals/8. Portfolio Optimization Code Along Two.srt

10.93KB

11. Python Finance Fundamentals/9. Portfolio Optimization Code Along Three.mp4

46.23MB

11. Python Finance Fundamentals/9. Portfolio Optimization Code Along Three.srt

24.12KB

12. Basics of Algorithmic Trading with Quantopian/1. Welcome to the Quantopian Section.mp4

3.03MB

12. Basics of Algorithmic Trading with Quantopian/1. Welcome to the Quantopian Section.srt

624B

12. Basics of Algorithmic Trading with Quantopian/10. Trading Algorithm Exercise Solutions Part One.mp4

26.42MB

12. Basics of Algorithmic Trading with Quantopian/10. Trading Algorithm Exercise Solutions Part One.srt

18.75KB

12. Basics of Algorithmic Trading with Quantopian/11. Trading Algorithm Exercise Solutions Part Two.mp4

4.9MB

12. Basics of Algorithmic Trading with Quantopian/11. Trading Algorithm Exercise Solutions Part Two.srt

4.08KB

12. Basics of Algorithmic Trading with Quantopian/12. Quantopian Pipelines Factors.mp4

37.76MB

12. Basics of Algorithmic Trading with Quantopian/12. Quantopian Pipelines Factors.srt

24.87KB

12. Basics of Algorithmic Trading with Quantopian/13. Quantopian Pipelines Filters.mp4

15.77MB

12. Basics of Algorithmic Trading with Quantopian/13. Quantopian Pipelines Filters.srt

9.04KB

12. Basics of Algorithmic Trading with Quantopian/14. Quantopian Pipeline - Masking and Classifiers.mp4

25.41MB

12. Basics of Algorithmic Trading with Quantopian/14. Quantopian Pipeline - Masking and Classifiers.srt

13.56KB

12. Basics of Algorithmic Trading with Quantopian/2. Introduction to Quantopian.mp4

30.96MB

12. Basics of Algorithmic Trading with Quantopian/2. Introduction to Quantopian.srt

16.44KB

12. Basics of Algorithmic Trading with Quantopian/2.1 Quantopian Slides.html

138B

12. Basics of Algorithmic Trading with Quantopian/3. Note on get_fundamentals.html

428B

12. Basics of Algorithmic Trading with Quantopian/4. Quantopian Research Basics.mp4

38.61MB

12. Basics of Algorithmic Trading with Quantopian/4. Quantopian Research Basics.srt

25.79KB

12. Basics of Algorithmic Trading with Quantopian/5. Quantopian Algorithms Basics Part One.mp4

33.29MB

12. Basics of Algorithmic Trading with Quantopian/5. Quantopian Algorithms Basics Part One.srt

25.11KB

12. Basics of Algorithmic Trading with Quantopian/6. Quantopian Algorithms Basics Part Two.mp4

33.94MB

12. Basics of Algorithmic Trading with Quantopian/6. Quantopian Algorithms Basics Part Two.srt

26.45KB

12. Basics of Algorithmic Trading with Quantopian/6.1 Explanation of Drawdown.html

109B

12. Basics of Algorithmic Trading with Quantopian/7. First Trading Algorithm - Part One.mp4

36.49MB

12. Basics of Algorithmic Trading with Quantopian/7. First Trading Algorithm - Part One.srt

23.54KB

12. Basics of Algorithmic Trading with Quantopian/8. First Trading Algorithm - Part Two.mp4

36.48MB

12. Basics of Algorithmic Trading with Quantopian/8. First Trading Algorithm - Part Two.srt

23.81KB

12. Basics of Algorithmic Trading with Quantopian/9. Trading Algorithm Exercise.mp4

8.91MB

12. Basics of Algorithmic Trading with Quantopian/9. Trading Algorithm Exercise.srt

7.56KB

13. Advanced Quantopian and Trading Algorithms/1. Welcome to Trading Algorithms.mp4

1.54MB

13. Advanced Quantopian and Trading Algorithms/1. Welcome to Trading Algorithms.srt

1.17KB

13. Advanced Quantopian and Trading Algorithms/10. Stock Sentiment Analysis Project.mp4

35.25MB

13. Advanced Quantopian and Trading Algorithms/10. Stock Sentiment Analysis Project.srt

23.94KB

13. Advanced Quantopian and Trading Algorithms/11. What are Futures.mp4

16.62MB

13. Advanced Quantopian and Trading Algorithms/11. What are Futures.srt

12.85KB

13. Advanced Quantopian and Trading Algorithms/12. Futures on Quantopian.mp4

47.71MB

13. Advanced Quantopian and Trading Algorithms/12. Futures on Quantopian.srt

27.23KB

13. Advanced Quantopian and Trading Algorithms/13. Futures on Quantopian Part Two.mp4

60.27MB

13. Advanced Quantopian and Trading Algorithms/13. Futures on Quantopian Part Two.srt

30.87KB

13. Advanced Quantopian and Trading Algorithms/2. Pipeline Trading Algorithm Example - Code Along - Part One.mp4

27.19MB

13. Advanced Quantopian and Trading Algorithms/2. Pipeline Trading Algorithm Example - Code Along - Part One.srt

20.89KB

13. Advanced Quantopian and Trading Algorithms/3. Pipeline Trading Algorithm - Code Along - Part Two.mp4

25.77MB

13. Advanced Quantopian and Trading Algorithms/3. Pipeline Trading Algorithm - Code Along - Part Two.srt

14.63KB

13. Advanced Quantopian and Trading Algorithms/4. Quick note.html

257B

13. Advanced Quantopian and Trading Algorithms/5. Pipeline Trading Algorithm Code along Part Three.mp4

50.56MB

13. Advanced Quantopian and Trading Algorithms/5. Pipeline Trading Algorithm Code along Part Three.srt

27.12KB

13. Advanced Quantopian and Trading Algorithms/6. Leverage.mp4

28.92MB

13. Advanced Quantopian and Trading Algorithms/6. Leverage.srt

20.38KB

13. Advanced Quantopian and Trading Algorithms/7. Hedging.mp4

31.29MB

13. Advanced Quantopian and Trading Algorithms/7. Hedging.srt

20.91KB

13. Advanced Quantopian and Trading Algorithms/8. Hedging- Part Two.mp4

35.72MB

13. Advanced Quantopian and Trading Algorithms/8. Hedging- Part Two.srt

20.09KB

13. Advanced Quantopian and Trading Algorithms/9. Portfolio Analysis with PyFolio.mp4

36.82MB

13. Advanced Quantopian and Trading Algorithms/9. Portfolio Analysis with PyFolio.srt

24.6KB

14. BONUS SECTION THANK YOU!/1. Bonus Lecture.html

532B

2. Course Materials and Set-up/1. Course Installation Help Notes.html

1.14KB

2. Course Materials and Set-up/2. Course Installation Guide.mp4

20.65MB

2. Course Materials and Set-up/2. Course Installation Guide.srt

13.95KB

2. Course Materials and Set-up/2.1 Python-for-Finance-Repo-master.zip

12.53MB

2. Course Materials and Set-up/2.2 Google Drive Download Link for Alternative yml environment file (click download since no preview available).html

143B

2. Course Materials and Set-up/2.3 More info on Conda Environments.html

119B

3. Python Crash Course/1. Welcome to the Python Crash Course.mp4

2.3MB

3. Python Crash Course/1. Welcome to the Python Crash Course.srt

420B

3. Python Crash Course/2. Introduction to Crash Course.mp4

2.42MB

3. Python Crash Course/2. Introduction to Crash Course.srt

2.09KB

3. Python Crash Course/2.1 Link to Py Crash Course Slides.html

138B

3. Python Crash Course/3. Python Crash Course Part One.mp4

38MB

3. Python Crash Course/3. Python Crash Course Part One.srt

27.6KB

3. Python Crash Course/4. Python Crash Course Part Two.mp4

24.25MB

3. Python Crash Course/4. Python Crash Course Part Two.srt

20.52KB

3. Python Crash Course/5. Python Crash Course Part Three.mp4

28.57MB

3. Python Crash Course/5. Python Crash Course Part Three.srt

22.42KB

3. Python Crash Course/6. Python Crash Course Exercises.mp4

12.53MB

3. Python Crash Course/6. Python Crash Course Exercises.srt

6.69KB

3. Python Crash Course/7. Python Crash Course Exercise Solutions.mp4

22.16MB

3. Python Crash Course/7. Python Crash Course Exercise Solutions.srt

13.18KB

4. NumPy/1. Welcome to NumPy.mp4

2.84MB

4. NumPy/1. Welcome to NumPy.srt

527B

4. NumPy/2. Introduction to NumPy.mp4

3.14MB

4. NumPy/2. Introduction to NumPy.srt

2.53KB

4. NumPy/2.1 Numpy Slides.html

138B

4. NumPy/3. NumPy Arrays.mp4

31.92MB

4. NumPy/3. NumPy Arrays.srt

24.92KB

4. NumPy/4. Numpy Operations.mp4

9.55MB

4. NumPy/4. Numpy Operations.srt

7.46KB

4. NumPy/5. Numpy Indexing.mp4

20.29MB

4. NumPy/5. Numpy Indexing.srt

16.32KB

4. NumPy/6. NumPy Review Exercise.mp4

14.68MB

4. NumPy/6. NumPy Review Exercise.srt

7.04KB

4. NumPy/7. Numpy Exercise Solutions.mp4

27.06MB

4. NumPy/7. Numpy Exercise Solutions.srt

14.27KB

5. General Pandas Overview/1. Welcome to Pandas.mp4

2.71MB

5. General Pandas Overview/1. Welcome to Pandas.srt

548B

5. General Pandas Overview/10. Pandas Common Operations.mp4

26.15MB

5. General Pandas Overview/10. Pandas Common Operations.srt

16.85KB

5. General Pandas Overview/11. Data Input and Output.mp4

35.95MB

5. General Pandas Overview/11. Data Input and Output.srt

19.96KB

5. General Pandas Overview/12. General Pandas Review Exercises.mp4

8.71MB

5. General Pandas Overview/12. General Pandas Review Exercises.srt

5.42KB

5. General Pandas Overview/13. General Pandas Exercise Solutions.mp4

33.95MB

5. General Pandas Overview/13. General Pandas Exercise Solutions.srt

18.66KB

5. General Pandas Overview/2. Introduction to Pandas.mp4

5.05MB

5. General Pandas Overview/2. Introduction to Pandas.srt

4.14KB

5. General Pandas Overview/2.1 Pandas Slides.html

138B

5. General Pandas Overview/3. Series.mp4

15.34MB

5. General Pandas Overview/3. Series.srt

9.89KB

5. General Pandas Overview/4. DataFrames.mp4

43.86MB

5. General Pandas Overview/4. DataFrames.srt

20.46KB

5. General Pandas Overview/5. DataFrames Part Two.mp4

45.95MB

5. General Pandas Overview/5. DataFrames Part Two.srt

23.26KB

5. General Pandas Overview/6. DataFrames Part Three.mp4

20.45MB

5. General Pandas Overview/6. DataFrames Part Three.srt

11.68KB

5. General Pandas Overview/7. Missing Data.mp4

13.06MB

5. General Pandas Overview/7. Missing Data.srt

8.33KB

5. General Pandas Overview/8. Group By with Pandas.mp4

16.05MB

5. General Pandas Overview/8. Group By with Pandas.srt

9.21KB

5. General Pandas Overview/9. Merging, Joining, and Concatenating DataFrames.mp4

28.85MB

5. General Pandas Overview/9. Merging, Joining, and Concatenating DataFrames.srt

13.68KB

6. Visualization with Matplotlib and Pandas/1. Welcome to Visualization.mp4

2.91MB

6. Visualization with Matplotlib and Pandas/1. Welcome to Visualization.srt

574B

6. Visualization with Matplotlib and Pandas/10. Pandas Visualization Exercise Overview.mp4

5.61MB

6. Visualization with Matplotlib and Pandas/10. Pandas Visualization Exercise Overview.srt

5.63MB

6. Visualization with Matplotlib and Pandas/11. Pandas Visualization Exercise Solutions.mp4

32.35MB

6. Visualization with Matplotlib and Pandas/11. Pandas Visualization Exercise Solutions.srt

12.6KB

6. Visualization with Matplotlib and Pandas/2. Introduction to Visualization in Python.mp4

3.48MB

6. Visualization with Matplotlib and Pandas/2. Introduction to Visualization in Python.srt

2.83KB

6. Visualization with Matplotlib and Pandas/2.1 Visualization Slides.html

138B

6. Visualization with Matplotlib and Pandas/3. Matplotlib Basics - Part One.mp4

41.63MB

6. Visualization with Matplotlib and Pandas/3. Matplotlib Basics - Part One.srt

26.14KB

6. Visualization with Matplotlib and Pandas/4. Matplotlib Basics - Part Two.mp4

33.95MB

6. Visualization with Matplotlib and Pandas/4. Matplotlib Basics - Part Two.srt

19.86KB

6. Visualization with Matplotlib and Pandas/5. Matplotlib Part Three.mp4

32.23MB

6. Visualization with Matplotlib and Pandas/5. Matplotlib Part Three.srt

16.54KB

6. Visualization with Matplotlib and Pandas/6. Matplotlib Exercise.mp4

10.35MB

6. Visualization with Matplotlib and Pandas/6. Matplotlib Exercise.srt

6.11KB

6. Visualization with Matplotlib and Pandas/7. Matplotlib Exercise Solutions.mp4

30.95MB

6. Visualization with Matplotlib and Pandas/7. Matplotlib Exercise Solutions.srt

12.01KB

6. Visualization with Matplotlib and Pandas/8. Pandas Visualization Overview.mp4

31.54MB

6. Visualization with Matplotlib and Pandas/8. Pandas Visualization Overview.srt

17.23KB

6. Visualization with Matplotlib and Pandas/9. Pandas Time Series Visualization.mp4

39.72MB

6. Visualization with Matplotlib and Pandas/9. Pandas Time Series Visualization.srt

26.19KB

7. Data Sources/1. Introduction to Data Sources.mp4

2.53MB

7. Data Sources/1. Introduction to Data Sources.srt

2.11KB

7. Data Sources/1.1 Data Sources Slides.html

138B

7. Data Sources/2. Note on Pandas Datareader.html

299B

7. Data Sources/3. Pandas DataReader.mp4

9.79MB

7. Data Sources/3. Pandas DataReader.srt

6.78KB

7. Data Sources/3.1 Optional Reading on Order Book.html

111B

7. Data Sources/3.2 Optional Reading about how to understand Options.html

108B

7. Data Sources/3.3 Docs for Pandas DataReader.html

102B

7. Data Sources/4. Quandl.mp4

27.07MB

7. Data Sources/4. Quandl.srt

15.43KB

8. Pandas with Time Series Data/1. Welcome to Pandas for Time Series.mp4

1.62MB

8. Pandas with Time Series Data/1. Welcome to Pandas for Time Series.srt

278B

8. Pandas with Time Series Data/2. Introduction to Time Series with Pandas.mp4

1.84MB

8. Pandas with Time Series Data/2. Introduction to Time Series with Pandas.srt

1.25KB

8. Pandas with Time Series Data/2.1 Pandas Time Series Slides.html

138B

8. Pandas with Time Series Data/3. Datetime Index.mp4

18.34MB

8. Pandas with Time Series Data/3. Datetime Index.srt

14.36KB

8. Pandas with Time Series Data/4. Time Resampling.mp4

34.74MB

8. Pandas with Time Series Data/4. Time Resampling.srt

19.33KB

8. Pandas with Time Series Data/5. Time Shifts.mp4

17.09MB

8. Pandas with Time Series Data/5. Time Shifts.srt

9.25KB

8. Pandas with Time Series Data/6. Pandas Rolling and Expanding.mp4

38.73MB

8. Pandas with Time Series Data/6. Pandas Rolling and Expanding.srt

26.92KB

9. Capstone Stock Market Analysis Project/1. Welcome to the Capstone Project!.mp4

3.89MB

9. Capstone Stock Market Analysis Project/1. Welcome to the Capstone Project!.srt

790B

9. Capstone Stock Market Analysis Project/2. Stock Market Analysis Project.mp4

26.85MB

9. Capstone Stock Market Analysis Project/2. Stock Market Analysis Project.srt

11.51KB

9. Capstone Stock Market Analysis Project/2.1 Capstone Project Slides.html

138B

9. Capstone Stock Market Analysis Project/3. Stock Market Analysis Project Solutions Part One.mp4

63.36MB

9. Capstone Stock Market Analysis Project/3. Stock Market Analysis Project Solutions Part One.srt

28.26KB

9. Capstone Stock Market Analysis Project/4. Python Stock Market Analysis Solutions - Part Two.mp4

27.48MB

9. Capstone Stock Market Analysis Project/4. Python Stock Market Analysis Solutions - Part Two.srt

13.15KB

9. Capstone Stock Market Analysis Project/5. Stock Market Analysis Project Solutions Part Three.mp4

53.42MB

9. Capstone Stock Market Analysis Project/5. Stock Market Analysis Project Solutions Part Three.srt

24.47KB

9. Capstone Stock Market Analysis Project/6. Stock Market Analysis Project Solutions Part Four.mp4

19.64MB

9. Capstone Stock Market Analysis Project/6. Stock Market Analysis Project Solutions Part Four.srt

12.08KB

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