diff --git a/2-Working-With-Data/07-python/README.md b/2-Working-With-Data/07-python/README.md index ae6c75fa..31b7b2cf 100644 --- a/2-Working-With-Data/07-python/README.md +++ b/2-Working-With-Data/07-python/README.md @@ -43,7 +43,9 @@ import matplotlib.pyplot as plt from scipy import ... # you need to specify exact sub-packages that you need ``` -Pandas is centered around the following basic concepts: +Pandas is centered around a few basic concepts. + +### Series **Series** is a sequence of values, similar to a list or numpy array. The main difference is that series also has and **index**, and when we operate on series (eg., add them), the index is taken into account. Index can be as simple as integer row number (it is the index used by default when creating a series from list or array), or it can have a complex structure, such as date interval. @@ -71,11 +73,52 @@ total_items = items_sold.add(additional_items,fill_value=0) total_items.plot() ``` ![Time Series Plot](images/timeseries-2.png) + +> **Note** that we are not using simple syntax `total_items+additional_items`. If we did, we would have received a lot of `NaN` (*Not a Number*) values in the resulting series. This is because there are missing values for some of the index point in the `additional_items` series, and adding `Nan` to anything results in `NaN`. Thus we need to specify `fill_value` parameter during addition. + +With time series, we can also **resample** the series with different time intervals. For example, suppose we want to compute mean sales volume monthly. We can use the following code: +```python +monthly = total_items.resample("1M").mean() +ax = monthly.plot(kind='bar') +``` +![Monthly Time Series Averages](images/timeseries-3.png) + +### DataFrame + +A DataFrame is essentially a collection of series with the same index. We can combine several series together into a DataFrame: +```python +a = pd.Series(range(1,10)) +b = pd.Series(["I","like","to","play","games","and","will","not","change"],index=range(0,9)) +df = pd.DataFrame([a,b]) +``` +This will create a horizontal table like this: +| | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | +|---|---|---|---|---|---|---|---|---|---| +| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | +| 1 | I | like | to | use | Python | and | Pandas | very | much | + +We can also use Series as columns, and specify column names using dictionary: +```python +df = pd.DataFrame({ 'A' : a, 'B' : b }) +``` +This will give us a table like this: + +| | A | B | +|---|---|---| +| 0 | 1 | I | +| 1 | 2 | like | +| 2 | 3 | to | +| 3 | 4 | use | +| 4 | 5 | Python | +| 5 | 6 | and | +| 6 | 7 | Pandas | +| 7 | 8 | very | +| 8 | 9 | much | ## 🚀 Challenge First problem we will focus on is modelling of epidemic spread of COVID-19. In order to do that, we will use the data on the number of infected individuals in different countries, provided by the [Center for Systems Science and Engineering](https://systems.jhu.edu/) (CSSE) at [Johns Hopkins University](https://jhu.edu/). Dataset is available in [this GitHub Repository](https://github.com/CSSEGISandData/COVID-19). -Since we want to demonstrate how to deal with data, we invite you to open [`notebook-pandas.ipynb`](notebook-pandas.ipynb) and read it from top to bottom. You can also execute cells, and do some challenges that we have leaf for you along the way. +Since we want to demonstrate how to deal with data, we invite you to open [`notebook-covidspread.ipynb`](notebook-covidspread.ipynb) and read it from top to bottom. You can also execute cells, and do some challenges that we have leaf for you along the way. diff --git a/2-Working-With-Data/07-python/images/dataframe-1.png b/2-Working-With-Data/07-python/images/dataframe-1.png new file mode 100644 index 00000000..f42b578c Binary files /dev/null and b/2-Working-With-Data/07-python/images/dataframe-1.png differ diff --git a/2-Working-With-Data/07-python/images/timeseries-2.png b/2-Working-With-Data/07-python/images/timeseries-2.png index 19738d18..03a5deb8 100644 Binary files a/2-Working-With-Data/07-python/images/timeseries-2.png and b/2-Working-With-Data/07-python/images/timeseries-2.png differ diff --git a/2-Working-With-Data/07-python/images/timeseries-3.png b/2-Working-With-Data/07-python/images/timeseries-3.png new file mode 100644 index 00000000..e386726e Binary files /dev/null and b/2-Working-With-Data/07-python/images/timeseries-3.png differ diff --git a/2-Working-With-Data/07-python/notebook.ipynb b/2-Working-With-Data/07-python/notebook.ipynb index 47b56b27..92d794db 100644 --- a/2-Working-With-Data/07-python/notebook.ipynb +++ b/2-Working-With-Data/07-python/notebook.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "source": [ "import pandas as pd\r\n", "import numpy as np\r\n", @@ -31,10 +31,10 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 18, "source": [ "a = pd.Series(range(1,10))\r\n", - "b = pd.Series([\"I\",\"like\",\"to\",\"play\",\"games\",\"and\",\"will\",\"not\",\"change\"],index=range(0,9))\r\n", + "b = pd.Series([\"I\",\"like\",\"to\",\"use\",\"Python\",\"and\",\"Pandas\",\"very\",\"much\"],index=range(0,9))\r\n", "print(a,b)" ], "outputs": [ @@ -54,12 +54,12 @@ "dtype: int64 0 I\n", "1 like\n", "2 to\n", - "3 play\n", - "4 games\n", + "3 use\n", + "4 Python\n", "5 and\n", - "6 will\n", - "7 not\n", - "8 change\n", + "6 Pandas\n", + "7 very\n", + "8 much\n", "dtype: object\n" ] } @@ -77,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 4, "source": [ "start_date = \"Jan 1, 2020\"\r\n", "end_date = \"Dec 31, 2020\"\r\n", @@ -101,8 +101,8 @@ "text/plain": [ "
" ], - "image/svg+xml": "\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-08-25T14:00:17.934485\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.4.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "image/png": "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" + "image/svg+xml": "\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-08-25T15:37:26.776137\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.4.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", + "image/png": "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" }, "metadata": {} } @@ -111,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 5, "source": [ "additional_items = pd.Series(10,index=pd.date_range(start_date,end_date,freq=\"W\"))\r\n", "print(f\"Additional items (10 item each week):\\n{additional_items}\")\r\n", @@ -182,9 +182,9 @@ "2020-01-02 NaN\n", "2020-01-03 NaN\n", "2020-01-04 NaN\n", - "2020-01-05 56.0\n", + "2020-01-05 41.0\n", " ... \n", - "2020-12-27 41.0\n", + "2020-12-27 52.0\n", "2020-12-28 NaN\n", "2020-12-29 NaN\n", "2020-12-30 NaN\n", @@ -204,7 +204,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 6, "source": [ "total_items = items_sold.add(additional_items,fill_value=0)\r\n", "print(total_items)\r\n", @@ -216,17 +216,17 @@ "output_type": "stream", "name": "stdout", "text": [ - "2020-01-01 41.0\n", - "2020-01-02 43.0\n", - "2020-01-03 45.0\n", - "2020-01-04 31.0\n", - "2020-01-05 66.0\n", + "2020-01-01 49.0\n", + "2020-01-02 36.0\n", + "2020-01-03 40.0\n", + "2020-01-04 26.0\n", + "2020-01-05 41.0\n", " ... \n", - "2020-12-27 51.0\n", - "2020-12-28 29.0\n", - "2020-12-29 49.0\n", - "2020-12-30 48.0\n", - "2020-12-31 31.0\n", + "2020-12-27 52.0\n", + "2020-12-28 48.0\n", + "2020-12-29 38.0\n", + "2020-12-30 32.0\n", + "2020-12-31 37.0\n", "Length: 366, dtype: float64\n" ] }, @@ -236,8 +236,8 @@ "text/plain": [ "
" ], - "image/svg+xml": "\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-08-25T14:04:44.183581\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.4.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "image/png": "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" + "image/svg+xml": "\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-08-25T15:37:27.502131\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.4.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", + "image/png": "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" }, "metadata": {} } @@ -246,28 +246,225 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 7, "source": [ - "print(additional_items.resample(\"1d\").asfreq(0))" + "monthly = total_items.resample(\"1M\").mean()\r\n", + "ax = monthly.plot(kind='bar',figsize=(10,3))\r\n", + "ax.set_xticklabels([x.strftime(\"%b-%Y\") for x in monthly.index], rotation=45)\r\n", + "plt.show()" ], "outputs": [ { - "output_type": "stream", - "name": "stdout", - "text": [ - "2020-01-05 1\n", - "2020-01-06 0\n", - "2020-01-07 0\n", - "2020-01-08 0\n", - "2020-01-09 0\n", - " ..\n", - "2020-03-25 0\n", - "2020-03-26 0\n", - "2020-03-27 0\n", - "2020-03-28 0\n", - "2020-03-29 1\n", - "Freq: D, Length: 85, dtype: int64\n" - ] + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/svg+xml": "\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-08-25T15:37:27.997763\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.4.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", + "image/png": "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" + }, + "metadata": {} + } + ], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "## DataFrame\r\n", + "\r\n", + "A dataframe is essentially a collection of series with the same index. We can combine several series together into a dataframe. Given `a` and `b` series defined above:" + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 19, + "source": [ + "df = pd.DataFrame([a,b])\r\n", + "df" + ], + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " 0 1 2 3 4 5 6 7 8\n", + "0 1 2 3 4 5 6 7 8 9\n", + "1 I like to use Python and Pandas very much" + ], + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
012345678
0123456789
1IliketousePythonandPandasverymuch
\n", + "
" + ] + }, + "metadata": {}, + "execution_count": 19 + } + ], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "We can also use Series as columns, and specify column names using dictionary:" + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 20, + "source": [ + "df = pd.DataFrame({ 'A' : a, 'B' : b })\r\n", + "df" + ], + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " A B\n", + "0 1 I\n", + "1 2 like\n", + "2 3 to\n", + "3 4 use\n", + "4 5 Python\n", + "5 6 and\n", + "6 7 Pandas\n", + "7 8 very\n", + "8 9 much" + ], + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
AB
01I
12like
23to
34use
45Python
56and
67Pandas
78very
89much
\n", + "
" + ] + }, + "metadata": {}, + "execution_count": 20 } ], "metadata": {} diff --git a/2-Working-With-Data/07-python/solution/notebook.ipynb b/2-Working-With-Data/07-python/solution/notebook.ipynb new file mode 100644 index 00000000..e69de29b diff --git a/2-Working-With-Data/07-python/translations/README.es.md b/2-Working-With-Data/07-python/translations/README.es.md new file mode 100644 index 00000000..e69de29b