[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]

File Name

Size

1. Python Installation/Read this first.docx

19 kB

1. Python Installation/Python_Installation_by_Ted_Petrou/LICENSE

875 B

1. Python Installation/Python_Installation_by_Ted_Petrou/Python Installation.pdf

1.1 MB

2. Introduction to Jupyter Notebooks/1. Exploring the Course Contents.mp4

27 MB

2. Introduction to Jupyter Notebooks/2. Opening the Material with Jupyter Notebooks.mkv

59 MB

2. Introduction to Jupyter Notebooks/3. Jupyter Notebook Tips and Tricks.mp4

22 MB

2. Introduction to Jupyter Notebooks/4. Working through a Notebook from the Course.mkv

51 MB

2. Introduction to Jupyter Notebooks/5. About to Begin.mkv

23 MB

2. Introduction to Jupyter Notebooks/Read this first.docx

19 kB

2. Introduction to Jupyter Notebooks/Introduction_to_Jupyter_Notebooks_by_Ted_Petrou/Introduction to Jupyter Notebooks.pdf

802 kB

2. Introduction to Jupyter Notebooks/Introduction_to_Jupyter_Notebooks_by_Ted_Petrou/Jupyter Notebooks.rar

962 kB

2. Introduction to Jupyter Notebooks/Introduction_to_Jupyter_Notebooks_by_Ted_Petrou/LICENSE

875 B

2. Introduction to Jupyter Notebooks/Introduction_to_Jupyter_Notebooks_by_Ted_Petrou/Book/Introduction to Jupyter Notebooks.pdf

2.7 MB

3. Intro to Pandas/1. What is Pandas.mkv

26 MB

3. Intro to Pandas/2. Pandas Examples.mp4

49 MB

3. Intro to Pandas/3. The DataFrame and Series.mkv

73 MB

3. Intro to Pandas/4. Exercise Solutions - The DataFrame and Series.mkv

25 MB

3. Intro to Pandas/5. Data Types and Missing Values.mkv

68 MB

3. Intro to Pandas/6. Exercise Solutions - Data Types and Missing Values.mkv

32 MB

3. Intro to Pandas/7. Five-Step Process for Data Exploration.mkv

70 MB

4. Selecting Subsets of Data/1.1 Selecting Subsets of DataFrames with Just the Brackets.mkv

42 MB

4. Selecting Subsets of Data/1.2 Exercise Solutions.mkv

29 MB

4. Selecting Subsets of Data/2.1 Selecting Subsets of Data from DataFrames with loc.mkv

56 MB

4. Selecting Subsets of Data/2.2 Exercise Solutions.mkv

45 MB

4. Selecting Subsets of Data/3.1 Selecting Subsets of Data with iloc.mkv

34 MB

4. Selecting Subsets of Data/3.2 Exercise Solutions.mkv

21 MB

4. Selecting Subsets of Data/4.1 Selecting Subsets of Data from a Series.mkv

55 MB

4. Selecting Subsets of Data/4.2 Exercise Solutions.mkv

33 MB

4. Selecting Subsets of Data/5.1 Boolean Indexing Single Conditions.mkv

50 MB

4. Selecting Subsets of Data/5.2 Exercise Solutions.mkv

26 MB

4. Selecting Subsets of Data/6.1 Boolean Indexing Multiple Conditions.mkv

53 MB

4. Selecting Subsets of Data/6.2 Exercise Solutions.mkv

65 MB

4. Selecting Subsets of Data/7.1 Boolean Indexing More.mkv

87 MB

4. Selecting Subsets of Data/7.2 Exercise Solutions.mkv

58 MB

4. Selecting Subsets of Data/8.1 Miscellaneous Subset Selection.mkv

86 MB

4. Selecting Subsets of Data/8.2 Exercise Solutions.mkv

42 MB

5. Essential Pandas Commands/1.1 Series Attributes and Methods.mkv

86 MB

5. Essential Pandas Commands/1.2 Exercise Solutions.mkv

41 MB

5. Essential Pandas Commands/2.1 Series Methods More.mkv

51 MB

5. Essential Pandas Commands/2.2 Exercise Solutions.mkv

22 MB

5. Essential Pandas Commands/3.1 Series Methods More II.mkv

68 MB

5. Essential Pandas Commands/3.2 Exercise Solutions.mkv

28 MB

5. Essential Pandas Commands/4.1 String Series Methods.mkv

59 MB

5. Essential Pandas Commands/4.2 Exercise Solutions.mkv

58 MB

5. Essential Pandas Commands/5.1 Datetime Series Methods.mkv

77 MB

5. Essential Pandas Commands/5.2 Exercise Solutions.mkv

36 MB

5. Essential Pandas Commands/6.1 Dataframe Attributes and Methods.mkv

87 MB

5. Essential Pandas Commands/6.2 Exercise Solutions.mkv

19 MB

5. Essential Pandas Commands/7.1 DataFrame Aggregation Methods.mkv

58 MB

5. Essential Pandas Commands/7.2 DataFrame Non-Aggregation Methods.mkv

38 MB

5. Essential Pandas Commands/7.3 Nuisance Columns.mkv

68 MB

5. Essential Pandas Commands/7.4 Exercise Solutions.mkv

62 MB

5. Essential Pandas Commands/8.1 DataFrame Methods More - Handling Missing Data.mkv

68 MB

5. Essential Pandas Commands/8.2 DataFrame Methods More 2 Sorting.mkv

41 MB

5. Essential Pandas Commands/8.3 Finding the index of the maximum or minimum.mkv

51 MB

5. Essential Pandas Commands/8.4 Dropping and Renaming Columns and Rows.mkv

28 MB

5. Essential Pandas Commands/8.5 Adding New Columns.mkv

37 MB

5. Essential Pandas Commands/8.6 Exercise Solutions.mkv

99 MB

5. Essential Pandas Commands/9.1 DataFrame Methods more II.mkv

61 MB

5. Essential Pandas Commands/9.2 The copy method.mkv

19 MB

5. Essential Pandas Commands/9.3 Inserting and Popping Columns.mkv

36 MB

5. Essential Pandas Commands/9.4 The replace Method.mkv

32 MB

5. Essential Pandas Commands/9.5 Finding the Maximum per Group.mkv

33 MB

5. Essential Pandas Commands/9.6 Exercise Solutions.mkv

80 MB

5. Essential Pandas Commands/10.1 Numeric and Boolean Data Types.mkv

76 MB

5. Essential Pandas Commands/10.2 Object Data Types.mkv

22 MB

5. Essential Pandas Commands/10.3 Datetime64 Data Type.mkv

43 MB

5. Essential Pandas Commands/10.4 Converting Strings to Numeric.mkv

24 MB

5. Essential Pandas Commands/10.5 DataFrame Data Type Conversion.mkv

41 MB

5. Essential Pandas Commands/10.6 Reading in Data with Known Missing Values.mkv

17 MB

5. Essential Pandas Commands/10.7 Timedelta64 Data Type.mkv

23 MB

5. Essential Pandas Commands/10.8 Data Type Summary Table.mkv

31 MB

5. Essential Pandas Commands/10.9 Exercise Solutions.mkv

78 MB

5. Essential Pandas Commands/11.1 Assigning Subsets with loc and iloc.mkv

28 MB

5. Essential Pandas Commands/11.2 Boolean Selection Assignment.mkv

56 MB

5. Essential Pandas Commands/11.3 Exercise Solutions.mkv

28 MB

5. Essential Pandas Commands/12. Case Study - Calculating Normality of Stock Market Returns.mkv

80 MB

Book and Jupyter Notebooks/LICENSE

881 B

Book and Jupyter Notebooks/mdap.mplstyle

110 B

Book and Jupyter Notebooks/README.pdf

1.3 MB

Book and Jupyter Notebooks/Book/Master Data Analysis with Python Solutions.pdf

65 MB

Book and Jupyter Notebooks/Book/Master Data Analysis with Python.pdf

280 MB

Book and Jupyter Notebooks/Jupyter Notebooks/Pandas Cheat Sheet.ipynb

38 kB

Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/01. What is Pandas.ipynb

25 kB

Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/02. The DataFrame and Series.ipynb

20 kB

Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/03. Data Types and Missing Values.ipynb

13 kB

Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/04. Setting a Meaningful Index.ipynb

17 kB

Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/05. Five-Step Process for Data Exploration.ipynb

9.7 kB

Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/Solutions.ipynb

42 kB

Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/images/df_components.png

142 kB

Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/images/pandas_logo.png

32 kB

Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/images/series_components.png

59 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/01. Selecting Subsets of Data from DataFrames with just the brackets.ipynb

12 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/02. Selecting Subsets of Data from DataFrames with loc.ipynb

18 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/03. Selecting Subsets of Data from DataFrames with iloc.ipynb

13 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/04. Selecting Subsets of Data from a Series.ipynb

14 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/05. Boolean Selection Single Conditions.ipynb

16 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/06. Boolean Selection Multiple Conditions.ipynb

16 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/07. Boolean Selection More.ipynb

14 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/08. Filtering with the query Method.ipynb

16 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/09. Miscellaneous Subset Selection.ipynb

11 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/Solutions.ipynb

345 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/double_bracket_selection.png

18 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/just_cols.png

59 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/just_cols2.png

30 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/just_rows.png

52 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/just_rows2.png

20 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/rows_cols.png

52 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/rows_cols2.png

13 kB

Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/sample_df.png

50 kB

Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/01. Series Attributes and Statistical Methods.ipynb

31 kB

Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/02. Series Missing Value Methods.ipynb

21 kB

Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/03. Series Sorting, Ranking, and Uniqueness.ipynb

21 kB

Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/04. Series Methods More.ipynb

18 kB

Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/05. Series String Methods.ipynb

18 kB

Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/06. Series Datetime Methods.ipynb

16 kB

Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/Project - Testing Normality of Stock Market Returns.ipynb

13 kB

Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/Solutions.ipynb

154 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/01. Introduction to DataFrames.ipynb

19 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/02. DataFrame Statistical Methods.ipynb

27 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/03. DataFrame Missing Value Methods.ipynb

18 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/04. DataFrame Sorting, Ranking, and Uniqueness.ipynb

16 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/05. DataFrame Structure Methods.ipynb

19 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/06. DataFrame Methods More.ipynb

17 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/07. Assigning Subsets of Data.ipynb

10 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/Solutions.ipynb

128 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/images/dataframe_axes.png

200 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/images/df_agg_keep_dim.png

27 kB

Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/images/df_axes_explanation.png

231 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/01. Integer, Float, and Boolean Data types.ipynb

40 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/02. Object, String, and Categorical Data Types.ipynb

45 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/03. Datetime, Timedelta, and Period Data Types.ipynb

22 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/04. DataFrame Data Type Conversion.ipynb

13 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/Solutions.ipynb

58 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/datetime_dtypes.png

68 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/dtypes_summary.png

45 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/obj_str_cat_dtypes.png

60 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/pandas_number_dtypes.png

149 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/pandas_numpy_dtypes.png

68 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/pandas_numpy_other.png

40 kB

Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/pandas_only_dtypes.png

120 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/01. Grouping Aggregation Basics.ipynb

18 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/02. Grouping and Aggregating with Multiple Columns.ipynb

14 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/03. Grouping with Pivot Tables.ipynb

25 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/04. Counting with Crosstabs.ipynb

12 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/05. Alternate Groupby Syntax.ipynb

5.7 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/06. Custom Aggregation.ipynb

33 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/07. Transform and Filter with Groupby.ipynb

25 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/08. Other Groupby Methods.ipynb

15 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/09. Create Your Own Data Analysis.ipynb

4.9 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/Grouping with Continuous Variables.ipynb

725 B

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/Solutions.ipynb

376 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/dept_race_mean_max.png

50 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/dept_race_mean_max_axis1.png

53 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/dept_race_mean_max_gradient.png

76 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/group_aggregate.png

242 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/pivot_table_example.png

27 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/raw_group_agg.png

253 kB

Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/split-apply-combine.png

318 kB

Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/01. Datetime and Timedelta.ipynb

22 kB

Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/02. Introduction to Time Series.ipynb

14 kB

Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/03. Grouping by Time.ipynb

15 kB

Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/04. Rolling Windows.ipynb

8.6 kB

Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/05. Grouping by Time and another Column.ipynb

7.6 kB

Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/Solutions.ipynb

1.1 MB

Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/images/offsetalias.png

116 kB

Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/images/rollingwindow3.png

66 kB

Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/01. Introduction to Regular Expressions.ipynb

12 kB

Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/02. Quantifiers.ipynb

6.7 kB

Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/03. Or Conditions.ipynb

8.3 kB

Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/04. Character Sets and Grouping.ipynb

17 kB

Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/05. Project - Explore Newsgroups with Regexes.ipynb

2.5 kB

Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/06. Project - Feature Engineering on the Titanic.ipynb

6.1 kB

Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/Solutions.ipynb

143 kB

Book and Jupyter Notebooks/Jupyter Notebooks/09. Tidy Data/01. Tidy Data with melt.ipynb

9.2 kB

Book and Jupyter Notebooks/Jupyter Notebooks/09. Tidy Data/02. Reshaping by Pivoting.ipynb

10 kB

Book and Jupyter Notebooks/Jupyter Notebooks/09. Tidy Data/03. Common Messy Datasets.ipynb

15 kB

Book and Jupyter Notebooks/Jupyter Notebooks/09. Tidy Data/Solutions.ipynb

2.0 MB

Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/01. Automatic Index Alignment.ipynb

14 kB

Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/02. Combining Data.ipynb

4.8 kB

Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/03. SQL Databases.ipynb

11 kB

Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/04. Data Normalization.ipynb

13 kB

Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/Solutions.ipynb

989 B

Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/images/chinook_er.jpg

77 kB

Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/images/doctor_data_model.png

46 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/01. Introduction to matplotlib.ipynb

29 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/02. Matplotlib Text and Lines.ipynb

33 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/03. Matplotlib Resolution.ipynb

29 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/04. Matplotlib Patches and Colors.ipynb

51 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/05. Matplotlib Line Plots.ipynb

36 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/06. Matplotlib Scatter and Bar Plots.ipynb

41 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/07. Matplotlib Distribution Plots.ipynb

20 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/08. Best of the Rest of Matplotlib.ipynb

58 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/extra mpl.ipynb

7.8 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/Matplotlib Cheatsheet.ipynb

324 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/Solutions.ipynb

550 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/all_colormaps.png

93 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/all_colors.png

151 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/ballmer.png

52 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/blackhole.png

42 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/fig_ax.png

23 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/findrc.png

82 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/matplotlib_measure.png

297 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/mpl_coordinate_system.png

95 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/nadella.png

203 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/named_colors.png

147 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/nba_court.png

111 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/niko.png

9.5 MB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/nikosaved.png

311 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/penelope.png

213 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/pixel_measure.png

86 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/pyplot_dir.png

98 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/simple_figure.png

13 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/simple_figure_tight.png

19 kB

Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/thread_needle.png

20 kB

Book and Jupyter Notebooks/Jupyter Notebooks/12. Visualization with Pandas and Seaborn/01. Plotting with pandas Series.ipynb

15 kB

Book and Jupyter Notebooks/Jupyter Notebooks/12. Visualization with Pandas and Seaborn/02. Plotting with pandas DataFrames.ipynb

30 kB

Book and Jupyter Notebooks/Jupyter Notebooks/12. Visualization with Pandas and Seaborn/03. Seaborn Axes Plots.ipynb

59 kB

Book and Jupyter Notebooks/Jupyter Notebooks/12. Visualization with Pandas and Seaborn/04. Seaborn Grid Plots.ipynb

24 kB

Book and Jupyter Notebooks/Jupyter Notebooks/12. Visualization with Pandas and Seaborn/_Solutions.ipynb

307 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/airbnb.csv

859 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/beer.csv

3.1 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/bikes.csv

7.2 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/college.csv

1.2 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/diamonds.csv

2.5 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/employee.csv

1.5 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/energy_consumption.csv

69 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/flights.csv

3.5 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/flights_old.csv

16 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/girl_height.csv

220 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/heart.csv

22 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/housing.csv

450 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/insurance.csv

54 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/library.csv

1.3 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/life_expectancy.csv

240 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/meetup.csv

101 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/member_groups.csv

186 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/member_info.csv

276 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/mental_health.csv

126 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/missing_example.csv

60 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/movie.csv

1.1 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/newsgroups.csv

732 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/nyc_deaths.csv

25 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/orders.csv

250 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/planecrashinfo.csv

2.1 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/sample_data.csv

260 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/sample_data2.csv

63 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/sf_employee_compensation.csv

4.6 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/titanic.csv

60 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/triangles.csv

954 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/weather.csv

94 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/weight_loss.csv

147 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/databases/chinook.db

864 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/databases/neurIPS.db

14 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/college_data_dictionary.csv

1.0 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/diamonds_dictionary.csv

545 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/heart_data_dictionary.csv

659 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/housing_data_dictionary.txt

13 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/library_data_dictionary.csv

1.0 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/mental_health_dd.csv

1.3 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/titanic_data_dictionary.csv

385 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/matplotlib/arrowstyle.csv

626 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/matplotlib/colors.csv

127 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/matplotlib/connectionstyle.csv

202 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/matplotlib/line_options.csv

1.8 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/matplotlib/line_styles.csv

545 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/aapl_sample.csv

114 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/amzn_sample.csv

114 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/msft20.csv

278 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/msft_sample.csv

649 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/sample_missing.csv

225 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/stocks3.csv

85 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/stocks10.csv

312 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/average_arrival_delay.csv

622 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/clean_movie1.csv

536 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/clean_movie2.csv

545 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/country_hour_price.csv

145 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/doctor_visits.csv

759 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/employee_messy1.csv

94 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/employee_messy2.csv

405 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/employee_salary_stats.csv

426 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/energy_by_sector.xlsx

63 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/flight_status.csv

1.2 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/genetic_engineered.xls

122 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/Impaired_Driving_Death_Rate.csv

5.4 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/mbk_tidy.csv

13 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/metrics.csv

351 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/my_brothers_keeper.csv

3.7 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/planecrashinfo.csv

2.1 MB

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/store_transactions.csv

779 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/temp_flow_pressure.csv

234 B

Book and Jupyter Notebooks/Jupyter Notebooks/data/WHO/full_covid_data.csv

208 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/WHO/new_deaths.csv

39 kB

Book and Jupyter Notebooks/Jupyter Notebooks/data/WHO/new_deaths_tidy.csv

174 kB

Book and Jupyter Notebooks/Jupyter Notebooks/projects/Data Scientist Challenge Solution.ipynb

882 kB

Book and Jupyter Notebooks/Jupyter Notebooks/projects/Data Scientist Challenge.ipynb

3.9 kB

Book and Jupyter Notebooks/Jupyter Notebooks/projects/Mini Web App Finding Similar Members with the Meetup API.ipynb

482 kB

Book and Jupyter Notebooks/Jupyter Notebooks/projects/Scrape Diamonds.ipynb

7.5 kB