[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]
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[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]
298 files • 3.65 GB
1. Python Installation
3 files • 1.17 MB
Read this first.docx
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/1. Python Installation/Read this first.docx
Python_Installation_by_Ted_Petrou
2 files • 1.15 MB
LICENSE
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/1. Python Installation/Python_Installation_by_Ted_Petrou/LICENSE
Python Installation.pdf
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/1. Python Installation/Python_Installation_by_Ted_Petrou/Python Installation.pdf
2. Introduction to Jupyter Notebooks
10 files • 186.44 MB
1. Exploring the Course Contents.mp4
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/2. Introduction to Jupyter Notebooks/1. Exploring the Course Contents.mp4
2. Opening the Material with Jupyter Notebooks.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/2. Introduction to Jupyter Notebooks/2. Opening the Material with Jupyter Notebooks.mkv
3. Jupyter Notebook Tips and Tricks.mp4
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/2. Introduction to Jupyter Notebooks/3. Jupyter Notebook Tips and Tricks.mp4
4. Working through a Notebook from the Course.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/2. Introduction to Jupyter Notebooks/4. Working through a Notebook from the Course.mkv
5. About to Begin.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/2. Introduction to Jupyter Notebooks/5. About to Begin.mkv
Read this first.docx
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/2. Introduction to Jupyter Notebooks/Read this first.docx
Introduction_to_Jupyter_Notebooks_by_Ted_Petrou
4 files • 4.44 MB
Introduction to Jupyter Notebooks.pdf
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/2. Introduction to Jupyter Notebooks/Introduction_to_Jupyter_Notebooks_by_Ted_Petrou/Introduction to Jupyter Notebooks.pdf
Jupyter Notebooks.rar
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/2. Introduction to Jupyter Notebooks/Introduction_to_Jupyter_Notebooks_by_Ted_Petrou/Jupyter Notebooks.rar
LICENSE
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/2. Introduction to Jupyter Notebooks/Introduction_to_Jupyter_Notebooks_by_Ted_Petrou/LICENSE
Book
1 files • 2.72 MB
Introduction to Jupyter Notebooks.pdf
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/2. Introduction to Jupyter Notebooks/Introduction_to_Jupyter_Notebooks_by_Ted_Petrou/Book/Introduction to Jupyter Notebooks.pdf
3. Intro to Pandas
7 files • 343.42 MB
1. What is Pandas.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/3. Intro to Pandas/1. What is Pandas.mkv
2. Pandas Examples.mp4
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/3. Intro to Pandas/2. Pandas Examples.mp4
3. The DataFrame and Series.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/3. Intro to Pandas/3. The DataFrame and Series.mkv
4. Exercise Solutions - The DataFrame and Series.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/3. Intro to Pandas/4. Exercise Solutions - The DataFrame and Series.mkv
5. Data Types and Missing Values.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/3. Intro to Pandas/5. Data Types and Missing Values.mkv
6. Exercise Solutions - Data Types and Missing Values.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/3. Intro to Pandas/6. Exercise Solutions - Data Types and Missing Values.mkv
7. Five-Step Process for Data Exploration.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/3. Intro to Pandas/7. Five-Step Process for Data Exploration.mkv
4. Selecting Subsets of Data
16 files • 780.67 MB
1.1 Selecting Subsets of DataFrames with Just the Brackets.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/1.1 Selecting Subsets of DataFrames with Just the Brackets.mkv
1.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/1.2 Exercise Solutions.mkv
2.1 Selecting Subsets of Data from DataFrames with loc.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/2.1 Selecting Subsets of Data from DataFrames with loc.mkv
2.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/2.2 Exercise Solutions.mkv
3.1 Selecting Subsets of Data with iloc.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/3.1 Selecting Subsets of Data with iloc.mkv
3.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/3.2 Exercise Solutions.mkv
4.1 Selecting Subsets of Data from a Series.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/4.1 Selecting Subsets of Data from a Series.mkv
4.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/4.2 Exercise Solutions.mkv
5.1 Boolean Indexing Single Conditions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/5.1 Boolean Indexing Single Conditions.mkv
5.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/5.2 Exercise Solutions.mkv
6.1 Boolean Indexing Multiple Conditions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/6.1 Boolean Indexing Multiple Conditions.mkv
6.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/6.2 Exercise Solutions.mkv
7.1 Boolean Indexing More.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/7.1 Boolean Indexing More.mkv
7.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/7.2 Exercise Solutions.mkv
8.1 Miscellaneous Subset Selection.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/8.1 Miscellaneous Subset Selection.mkv
8.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/4. Selecting Subsets of Data/8.2 Exercise Solutions.mkv
5. Essential Pandas Commands
41 files • 1.94 GB
1.1 Series Attributes and Methods.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/1.1 Series Attributes and Methods.mkv
1.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/1.2 Exercise Solutions.mkv
2.1 Series Methods More.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/2.1 Series Methods More.mkv
2.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/2.2 Exercise Solutions.mkv
3.1 Series Methods More II.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/3.1 Series Methods More II.mkv
3.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/3.2 Exercise Solutions.mkv
4.1 String Series Methods.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/4.1 String Series Methods.mkv
4.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/4.2 Exercise Solutions.mkv
5.1 Datetime Series Methods.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/5.1 Datetime Series Methods.mkv
5.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/5.2 Exercise Solutions.mkv
6.1 Dataframe Attributes and Methods.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/6.1 Dataframe Attributes and Methods.mkv
6.2 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/6.2 Exercise Solutions.mkv
7.1 DataFrame Aggregation Methods.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/7.1 DataFrame Aggregation Methods.mkv
7.2 DataFrame Non-Aggregation Methods.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/7.2 DataFrame Non-Aggregation Methods.mkv
7.3 Nuisance Columns.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/7.3 Nuisance Columns.mkv
7.4 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/7.4 Exercise Solutions.mkv
8.1 DataFrame Methods More - Handling Missing Data.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/8.1 DataFrame Methods More - Handling Missing Data.mkv
8.2 DataFrame Methods More 2 Sorting.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/8.2 DataFrame Methods More 2 Sorting.mkv
8.3 Finding the index of the maximum or minimum.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/8.3 Finding the index of the maximum or minimum.mkv
8.4 Dropping and Renaming Columns and Rows.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/8.4 Dropping and Renaming Columns and Rows.mkv
8.5 Adding New Columns.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/8.5 Adding New Columns.mkv
8.6 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/8.6 Exercise Solutions.mkv
9.1 DataFrame Methods more II.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/9.1 DataFrame Methods more II.mkv
9.2 The copy method.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/9.2 The copy method.mkv
9.3 Inserting and Popping Columns.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/9.3 Inserting and Popping Columns.mkv
9.4 The replace Method.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/9.4 The replace Method.mkv
9.5 Finding the Maximum per Group.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/9.5 Finding the Maximum per Group.mkv
9.6 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/9.6 Exercise Solutions.mkv
10.1 Numeric and Boolean Data Types.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/10.1 Numeric and Boolean Data Types.mkv
10.2 Object Data Types.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/10.2 Object Data Types.mkv
10.3 Datetime64 Data Type.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/10.3 Datetime64 Data Type.mkv
10.4 Converting Strings to Numeric.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/10.4 Converting Strings to Numeric.mkv
10.5 DataFrame Data Type Conversion.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/10.5 DataFrame Data Type Conversion.mkv
10.6 Reading in Data with Known Missing Values.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/10.6 Reading in Data with Known Missing Values.mkv
10.7 Timedelta64 Data Type.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/10.7 Timedelta64 Data Type.mkv
10.8 Data Type Summary Table.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/10.8 Data Type Summary Table.mkv
10.9 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/10.9 Exercise Solutions.mkv
11.1 Assigning Subsets with loc and iloc.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/11.1 Assigning Subsets with loc and iloc.mkv
11.2 Boolean Selection Assignment.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/11.2 Boolean Selection Assignment.mkv
11.3 Exercise Solutions.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/11.3 Exercise Solutions.mkv
12. Case Study - Calculating Normality of Stock Market Returns.mkv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/5. Essential Pandas Commands/12. Case Study - Calculating Normality of Stock Market Returns.mkv
Book and Jupyter Notebooks
221 files • 434.88 MB
LICENSE
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/LICENSE
mdap.mplstyle
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/mdap.mplstyle
README.pdf
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/README.pdf
Book
2 files • 345.67 MB
Master Data Analysis with Python Solutions.pdf
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Book/Master Data Analysis with Python Solutions.pdf
Master Data Analysis with Python.pdf
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Book/Master Data Analysis with Python.pdf
Jupyter Notebooks
216 files • 87.95 MB
Pandas Cheat Sheet.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/Pandas Cheat Sheet.ipynb
01. Intro to Pandas
9 files • 359.59 KB
01. What is Pandas.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/01. What is Pandas.ipynb
02. The DataFrame and Series.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/02. The DataFrame and Series.ipynb
03. Data Types and Missing Values.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/03. Data Types and Missing Values.ipynb
04. Setting a Meaningful Index.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/04. Setting a Meaningful Index.ipynb
05. Five-Step Process for Data Exploration.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/05. Five-Step Process for Data Exploration.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/Solutions.ipynb
images
3 files • 232.88 KB
df_components.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/images/df_components.png
pandas_logo.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/images/pandas_logo.png
series_components.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/01. Intro to Pandas/images/series_components.png
02. Selecting Subsets of Data
18 files • 769.02 KB
01. Selecting Subsets of Data from DataFrames with just the brackets.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/01. Selecting Subsets of Data from DataFrames with just the brackets.ipynb
02. Selecting Subsets of Data from DataFrames with loc.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/02. Selecting Subsets of Data from DataFrames with loc.ipynb
03. Selecting Subsets of Data from DataFrames with iloc.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/03. Selecting Subsets of Data from DataFrames with iloc.ipynb
04. Selecting Subsets of Data from a Series.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/04. Selecting Subsets of Data from a Series.ipynb
05. Boolean Selection Single Conditions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/05. Boolean Selection Single Conditions.ipynb
06. Boolean Selection Multiple Conditions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/06. Boolean Selection Multiple Conditions.ipynb
07. Boolean Selection More.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/07. Boolean Selection More.ipynb
08. Filtering with the query Method.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/08. Filtering with the query Method.ipynb
09. Miscellaneous Subset Selection.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/09. Miscellaneous Subset Selection.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/Solutions.ipynb
images
8 files • 293.58 KB
double_bracket_selection.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/double_bracket_selection.png
just_cols.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/just_cols.png
just_cols2.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/just_cols2.png
just_rows.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/just_rows.png
just_rows2.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/just_rows2.png
rows_cols.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/rows_cols.png
rows_cols2.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/rows_cols2.png
sample_df.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/02. Selecting Subsets of Data/images/sample_df.png
03. Essential Series Commands
8 files • 292.65 KB
01. Series Attributes and Statistical Methods.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/01. Series Attributes and Statistical Methods.ipynb
02. Series Missing Value Methods.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/02. Series Missing Value Methods.ipynb
03. Series Sorting, Ranking, and Uniqueness.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/03. Series Sorting, Ranking, and Uniqueness.ipynb
04. Series Methods More.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/04. Series Methods More.ipynb
05. Series String Methods.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/05. Series String Methods.ipynb
06. Series Datetime Methods.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/06. Series Datetime Methods.ipynb
Project - Testing Normality of Stock Market Returns.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/Project - Testing Normality of Stock Market Returns.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/03. Essential Series Commands/Solutions.ipynb
04. Essential DataFrame Commands
11 files • 712.65 KB
01. Introduction to DataFrames.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/01. Introduction to DataFrames.ipynb
02. DataFrame Statistical Methods.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/02. DataFrame Statistical Methods.ipynb
03. DataFrame Missing Value Methods.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/03. DataFrame Missing Value Methods.ipynb
04. DataFrame Sorting, Ranking, and Uniqueness.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/04. DataFrame Sorting, Ranking, and Uniqueness.ipynb
05. DataFrame Structure Methods.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/05. DataFrame Structure Methods.ipynb
06. DataFrame Methods More.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/06. DataFrame Methods More.ipynb
07. Assigning Subsets of Data.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/07. Assigning Subsets of Data.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/Solutions.ipynb
images
3 files • 457.87 KB
dataframe_axes.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/images/dataframe_axes.png
df_agg_keep_dim.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/images/df_agg_keep_dim.png
df_axes_explanation.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/04. Essential DataFrame Commands/images/df_axes_explanation.png
05. Data Types
12 files • 728.46 KB
01. Integer, Float, and Boolean Data types.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/01. Integer, Float, and Boolean Data types.ipynb
02. Object, String, and Categorical Data Types.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/02. Object, String, and Categorical Data Types.ipynb
03. Datetime, Timedelta, and Period Data Types.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/03. Datetime, Timedelta, and Period Data Types.ipynb
04. DataFrame Data Type Conversion.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/04. DataFrame Data Type Conversion.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/Solutions.ipynb
images
7 files • 550.46 KB
datetime_dtypes.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/datetime_dtypes.png
dtypes_summary.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/dtypes_summary.png
obj_str_cat_dtypes.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/obj_str_cat_dtypes.png
pandas_number_dtypes.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/pandas_number_dtypes.png
pandas_numpy_dtypes.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/pandas_numpy_dtypes.png
pandas_numpy_other.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/pandas_numpy_other.png
pandas_only_dtypes.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/05. Data Types/images/pandas_only_dtypes.png
06. Grouping Data
18 files • 1.51 MB
01. Grouping Aggregation Basics.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/01. Grouping Aggregation Basics.ipynb
02. Grouping and Aggregating with Multiple Columns.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/02. Grouping and Aggregating with Multiple Columns.ipynb
03. Grouping with Pivot Tables.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/03. Grouping with Pivot Tables.ipynb
04. Counting with Crosstabs.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/04. Counting with Crosstabs.ipynb
05. Alternate Groupby Syntax.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/05. Alternate Groupby Syntax.ipynb
06. Custom Aggregation.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/06. Custom Aggregation.ipynb
07. Transform and Filter with Groupby.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/07. Transform and Filter with Groupby.ipynb
08. Other Groupby Methods.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/08. Other Groupby Methods.ipynb
09. Create Your Own Data Analysis.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/09. Create Your Own Data Analysis.ipynb
Grouping with Continuous Variables.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/Grouping with Continuous Variables.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/Solutions.ipynb
images
7 files • 1019.55 KB
dept_race_mean_max.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/dept_race_mean_max.png
dept_race_mean_max_axis1.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/dept_race_mean_max_axis1.png
dept_race_mean_max_gradient.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/dept_race_mean_max_gradient.png
group_aggregate.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/group_aggregate.png
pivot_table_example.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/pivot_table_example.png
raw_group_agg.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/raw_group_agg.png
split-apply-combine.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/06. Grouping Data/images/split-apply-combine.png
07. Time Series
8 files • 1.36 MB
01. Datetime and Timedelta.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/01. Datetime and Timedelta.ipynb
02. Introduction to Time Series.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/02. Introduction to Time Series.ipynb
03. Grouping by Time.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/03. Grouping by Time.ipynb
04. Rolling Windows.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/04. Rolling Windows.ipynb
05. Grouping by Time and another Column.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/05. Grouping by Time and another Column.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/Solutions.ipynb
images
2 files • 182.02 KB
offsetalias.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/images/offsetalias.png
rollingwindow3.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/07. Time Series/images/rollingwindow3.png
08. Regular Expressions
7 files • 195.78 KB
01. Introduction to Regular Expressions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/01. Introduction to Regular Expressions.ipynb
02. Quantifiers.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/02. Quantifiers.ipynb
03. Or Conditions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/03. Or Conditions.ipynb
04. Character Sets and Grouping.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/04. Character Sets and Grouping.ipynb
05. Project - Explore Newsgroups with Regexes.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/05. Project - Explore Newsgroups with Regexes.ipynb
06. Project - Feature Engineering on the Titanic.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/06. Project - Feature Engineering on the Titanic.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/08. Regular Expressions/Solutions.ipynb
09. Tidy Data
4 files • 2.02 MB
01. Tidy Data with melt.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/09. Tidy Data/01. Tidy Data with melt.ipynb
02. Reshaping by Pivoting.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/09. Tidy Data/02. Reshaping by Pivoting.ipynb
03. Common Messy Datasets.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/09. Tidy Data/03. Common Messy Datasets.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/09. Tidy Data/Solutions.ipynb
10. Joining Data
7 files • 166.36 KB
01. Automatic Index Alignment.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/01. Automatic Index Alignment.ipynb
02. Combining Data.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/02. Combining Data.ipynb
03. SQL Databases.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/03. SQL Databases.ipynb
04. Data Normalization.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/04. Data Normalization.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/Solutions.ipynb
images
2 files • 123.15 KB
chinook_er.jpg
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/images/chinook_er.jpg
doctor_data_model.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/10. Joining Data/images/doctor_data_model.png
11. Visualization with Matplotlib
30 files • 12.64 MB
01. Introduction to matplotlib.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/01. Introduction to matplotlib.ipynb
02. Matplotlib Text and Lines.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/02. Matplotlib Text and Lines.ipynb
03. Matplotlib Resolution.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/03. Matplotlib Resolution.ipynb
04. Matplotlib Patches and Colors.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/04. Matplotlib Patches and Colors.ipynb
05. Matplotlib Line Plots.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/05. Matplotlib Line Plots.ipynb
06. Matplotlib Scatter and Bar Plots.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/06. Matplotlib Scatter and Bar Plots.ipynb
07. Matplotlib Distribution Plots.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/07. Matplotlib Distribution Plots.ipynb
08. Best of the Rest of Matplotlib.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/08. Best of the Rest of Matplotlib.ipynb
extra mpl.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/extra mpl.ipynb
Matplotlib Cheatsheet.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/Matplotlib Cheatsheet.ipynb
Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/Solutions.ipynb
images
19 files • 11.49 MB
all_colormaps.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/all_colormaps.png
all_colors.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/all_colors.png
ballmer.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/ballmer.png
blackhole.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/blackhole.png
fig_ax.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/fig_ax.png
findrc.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/findrc.png
matplotlib_measure.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/matplotlib_measure.png
mpl_coordinate_system.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/mpl_coordinate_system.png
nadella.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/nadella.png
named_colors.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/named_colors.png
nba_court.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/nba_court.png
niko.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/niko.png
nikosaved.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/nikosaved.png
penelope.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/penelope.png
pixel_measure.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/pixel_measure.png
pyplot_dir.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/pyplot_dir.png
simple_figure.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/simple_figure.png
simple_figure_tight.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/simple_figure_tight.png
thread_needle.png
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/11. Visualization with Matplotlib/images/thread_needle.png
12. Visualization with Pandas and Seaborn
5 files • 435.8 KB
01. Plotting with pandas Series.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/12. Visualization with Pandas and Seaborn/01. Plotting with pandas Series.ipynb
02. Plotting with pandas DataFrames.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/12. Visualization with Pandas and Seaborn/02. Plotting with pandas DataFrames.ipynb
03. Seaborn Axes Plots.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/12. Visualization with Pandas and Seaborn/03. Seaborn Axes Plots.ipynb
04. Seaborn Grid Plots.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/12. Visualization with Pandas and Seaborn/04. Seaborn Grid Plots.ipynb
_Solutions.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/12. Visualization with Pandas and Seaborn/_Solutions.ipynb
data
74 files • 65.46 MB
airbnb.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/airbnb.csv
beer.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/beer.csv
bikes.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/bikes.csv
college.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/college.csv
diamonds.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/diamonds.csv
employee.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/employee.csv
energy_consumption.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/energy_consumption.csv
flights.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/flights.csv
flights_old.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/flights_old.csv
girl_height.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/girl_height.csv
heart.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/heart.csv
housing.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/housing.csv
insurance.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/insurance.csv
library.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/library.csv
life_expectancy.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/life_expectancy.csv
meetup.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/meetup.csv
member_groups.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/member_groups.csv
member_info.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/member_info.csv
mental_health.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/mental_health.csv
missing_example.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/missing_example.csv
movie.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/movie.csv
newsgroups.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/newsgroups.csv
nyc_deaths.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/nyc_deaths.csv
orders.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/orders.csv
planecrashinfo.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/planecrashinfo.csv
sample_data.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/sample_data.csv
sample_data2.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/sample_data2.csv
sf_employee_compensation.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/sf_employee_compensation.csv
titanic.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/titanic.csv
triangles.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/triangles.csv
weather.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/weather.csv
weight_loss.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/weight_loss.csv
databases
2 files • 14.72 MB
chinook.db
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/databases/chinook.db
neurIPS.db
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/databases/neurIPS.db
dictionaries
7 files • 17.96 KB
college_data_dictionary.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/college_data_dictionary.csv
diamonds_dictionary.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/diamonds_dictionary.csv
heart_data_dictionary.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/heart_data_dictionary.csv
housing_data_dictionary.txt
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/housing_data_dictionary.txt
library_data_dictionary.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/library_data_dictionary.csv
mental_health_dd.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/mental_health_dd.csv
titanic_data_dictionary.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/dictionaries/titanic_data_dictionary.csv
matplotlib
5 files • 3.23 KB
arrowstyle.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/matplotlib/arrowstyle.csv
colors.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/matplotlib/colors.csv
connectionstyle.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/matplotlib/connectionstyle.csv
line_options.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/matplotlib/line_options.csv
line_styles.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/matplotlib/line_styles.csv
stocks
7 files • 675.11 KB
aapl_sample.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/aapl_sample.csv
amzn_sample.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/amzn_sample.csv
msft20.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/msft20.csv
msft_sample.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/msft_sample.csv
sample_missing.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/sample_missing.csv
stocks3.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/stocks3.csv
stocks10.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/stocks/stocks10.csv
tidy
18 files • 2.28 MB
average_arrival_delay.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/average_arrival_delay.csv
clean_movie1.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/clean_movie1.csv
clean_movie2.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/clean_movie2.csv
country_hour_price.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/country_hour_price.csv
doctor_visits.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/doctor_visits.csv
employee_messy1.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/employee_messy1.csv
employee_messy2.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/employee_messy2.csv
employee_salary_stats.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/employee_salary_stats.csv
energy_by_sector.xlsx
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/energy_by_sector.xlsx
flight_status.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/flight_status.csv
genetic_engineered.xls
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/genetic_engineered.xls
Impaired_Driving_Death_Rate.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/Impaired_Driving_Death_Rate.csv
mbk_tidy.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/mbk_tidy.csv
metrics.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/metrics.csv
my_brothers_keeper.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/my_brothers_keeper.csv
planecrashinfo.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/planecrashinfo.csv
store_transactions.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/store_transactions.csv
temp_flow_pressure.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/tidy/temp_flow_pressure.csv
WHO
3 files • 421.72 KB
full_covid_data.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/WHO/full_covid_data.csv
new_deaths.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/WHO/new_deaths.csv
new_deaths_tidy.csv
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/data/WHO/new_deaths_tidy.csv
projects
4 files • 1.34 MB
Data Scientist Challenge Solution.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/projects/Data Scientist Challenge Solution.ipynb
Data Scientist Challenge.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/projects/Data Scientist Challenge.ipynb
Mini Web App Finding Similar Members with the Meetup API.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/projects/Mini Web App Finding Similar Members with the Meetup API.ipynb
Scrape Diamonds.ipynb
[DunderData] Ted Petrou - Анализ данных на Python (2021) [En]/Book and Jupyter Notebooks/Jupyter Notebooks/projects/Scrape Diamonds.ipynb
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