From fe1cf5669eb1673832551853f074b49b3cc96eab Mon Sep 17 00:00:00 2001 From: werckerbot Date: Thu, 11 May 2017 07:35:21 +0000 Subject: [PATCH] [ci skip] deploy from Chankey --- css/style.css | 9 +++ img/plot_dataframe.png | Bin 0 -> 309472 bytes img/plot_single_column.png | Bin 0 -> 64948 bytes index.xml | 101 ++++++++++++++++++++++++++-- pandas-cookbook/chapter1/index.html | 99 +++++++++++++++++++++++++-- sitemap.xml | 4 +- tutorials/index.xml | 101 ++++++++++++++++++++++++++-- 7 files changed, 295 insertions(+), 19 deletions(-) create mode 100644 img/plot_dataframe.png create mode 100644 img/plot_single_column.png diff --git a/css/style.css b/css/style.css index 6f594066..78762c49 100644 --- a/css/style.css +++ b/css/style.css @@ -596,3 +596,12 @@ i.freebsd-19px:before { +img[src$='#reducesize'] +{ + width: 90%; +} + +img[src$='#floatright'] +{ + float:right; +} diff --git a/img/plot_dataframe.png b/img/plot_dataframe.png new file mode 100644 index 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totally broken! read_csv has a bunch of options that will let us fix that, though. Here we&rsquo;ll</p> <ul> -<li>Change the column separator to a ;</li> -<li>Set the encoding to &lsquo;<em>latin1</em>&rsquo; (the default is &lsquo;<em>utf8</em>&rsquo;)</li> -<li>Parse the dates in the &lsquo;Date&rsquo; column</li> +<li>Change the column separator to a <code>;</code></li> +<li>Set the encoding to <code>'_latin1_'</code> (the default is <code>'_utf8_'</code>)</li> +<li>Parse the dates in the <code>'Date'</code> column</li> <li>Tell it that our dates have the date first instead of the month first</li> -<li>Set the index to be the &lsquo;Date&rsquo; column</li> +<li>Set the index to be the <code>'Date'</code> column</li> </ul> <pre><code class="language-python">fixed_df = pd.read_csv('bikes.csv', sep=';', encoding='latin1', parse_dates=['Date'], dayfirst=True, index_col='Date') @@ -112,6 +112,95 @@ print fixed_df[:3] </tr> </tbody> </table> + +<h2 id="1-2-selecting-a-column">1.2 Selecting a column</h2> + +<p>When you read a CSV, you get a kind of object called a <a href="http://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.html">DataFrame</a>, which is made up of rows and columns. You get columns out of a DataFrame the same way you get elements out of a dictionary.</p> + +<p>Here&rsquo;s an example:</p> + +<pre><code class="language-python">print fixed_df['Berri 1'] +</code></pre> + +<p>Output:</p> + +<pre><code class="language-bash">Date +2012-01-01 35 +2012-01-02 83 +2012-01-03 135 +2012-01-04 144 +2012-01-05 197 +2012-01-06 146 +2012-01-07 98 +2012-01-08 95 +2012-01-09 244 +2012-01-10 397 +2012-01-11 273 +2012-01-12 157 +2012-01-13 75 +2012-01-14 32 +2012-01-15 54 +... +2012-10-22 3650 +2012-10-23 4177 +2012-10-24 3744 +2012-10-25 3735 +2012-10-26 4290 +2012-10-27 1857 +2012-10-28 1310 +2012-10-29 2919 +2012-10-30 2887 +2012-10-31 2634 +2012-11-01 2405 +2012-11-02 1582 +2012-11-03 844 +2012-11-04 966 +2012-11-05 2247 +Name: Berri 1, Length: 310, dtype: int64 +</code></pre> + +<h2 id="1-3-plotting-a-column">1.3 Plotting a column</h2> + +<p>Just add <code>.plot()</code> to the end! How could it be easier? =)</p> + +<p>We can see that, unsurprisingly, not many people are biking in January, February, and March.</p> + +<pre><code class="language-python">import pandas as pd +import matplotlib.pyplot as plt + +fixed_df = pd.read_csv('bikes.csv', sep=';', encoding='latin1', parse_dates=['Date'], dayfirst=True, index_col='Date') +fixed_df['Berri 1'].plot() +plt.show() +</code></pre> + +<p>Output: +<div> +<img src="http://tutswiki.com/img/plot_single_column.png" alt="Plotting CSV column with Matplotlib" /> +</div> +We can also plot all the columns just as easily. We&rsquo;ll make it a little bigger, too. You can see that it&rsquo;s more squished together, but all the bike paths behave basically the same &ndash; if it&rsquo;s a bad day for cyclists, it&rsquo;s a bad day everywhere.</p> + +<pre><code class="language-python">fixed_df.plot(figsize=(15, 10)) +plt.show() +</code></pre> + +<p>Output:</p> + +<div> +<img src="http://tutswiki.com/img/plot_dataframe.png" alt="Plotting Dataframe with Matplotlib" /> +</div> + +<h2 id="1-4-putting-all-that-together">1.4 Putting all that together</h2> + +<p>Here&rsquo;s the code we needed to write do draw that graph, all together:</p> + +<pre><code class="language-python">df = pd.read_csv('bikes.csv', sep=';', encoding='latin1', parse_dates=['Date'], dayfirst=True, index_col='Date') +df['Berri 1'].plot() +</code></pre> + +<p>Output: +<div> +<img src="http://tutswiki.com/img/plot_single_column.png" alt="Plotting CSV column with Matplotlib" /> +</div></p> diff --git a/pandas-cookbook/chapter1/index.html b/pandas-cookbook/chapter1/index.html index 770d69b2..d3a3b664 100644 --- a/pandas-cookbook/chapter1/index.html +++ b/pandas-cookbook/chapter1/index.html @@ -144,11 +144,11 @@

1.1 Reading data from a CSV file

You’ll notice that this is totally broken! read_csv has a bunch of options that will let us fix that, though. Here we’ll

    -
  • Change the column separator to a ;
  • -
  • Set the encoding to ‘latin1’ (the default is ‘utf8’)
  • -
  • Parse the dates in the ‘Date’ column
  • +
  • Change the column separator to a ;
  • +
  • Set the encoding to '_latin1_' (the default is '_utf8_')
  • +
  • Parse the dates in the 'Date' column
  • Tell it that our dates have the date first instead of the month first
  • -
  • Set the index to be the ‘Date’ column
  • +
  • Set the index to be the 'Date' column
fixed_df = pd.read_csv('bikes.csv', sep=';', encoding='latin1', parse_dates=['Date'], dayfirst=True, index_col='Date')
@@ -215,12 +215,101 @@ 

1.1 Reading data from a CSV file

+

1.2 Selecting a column

+ +

When you read a CSV, you get a kind of object called a DataFrame, which is made up of rows and columns. You get columns out of a DataFrame the same way you get elements out of a dictionary.

+ +

Here’s an example:

+ +
print fixed_df['Berri 1']
+
+ +

Output:

+ +
Date
+2012-01-01     35
+2012-01-02     83
+2012-01-03    135
+2012-01-04    144
+2012-01-05    197
+2012-01-06    146
+2012-01-07     98
+2012-01-08     95
+2012-01-09    244
+2012-01-10    397
+2012-01-11    273
+2012-01-12    157
+2012-01-13     75
+2012-01-14     32
+2012-01-15     54
+...
+2012-10-22    3650
+2012-10-23    4177
+2012-10-24    3744
+2012-10-25    3735
+2012-10-26    4290
+2012-10-27    1857
+2012-10-28    1310
+2012-10-29    2919
+2012-10-30    2887
+2012-10-31    2634
+2012-11-01    2405
+2012-11-02    1582
+2012-11-03     844
+2012-11-04     966
+2012-11-05    2247
+Name: Berri 1, Length: 310, dtype: int64
+
+ +

1.3 Plotting a column

+ +

Just add .plot() to the end! How could it be easier? =)

+ +

We can see that, unsurprisingly, not many people are biking in January, February, and March.

+ +
import pandas as pd
+import matplotlib.pyplot as plt
+
+fixed_df = pd.read_csv('bikes.csv', sep=';', encoding='latin1', parse_dates=['Date'], dayfirst=True, index_col='Date')
+fixed_df['Berri 1'].plot()
+plt.show()
+
+ +

Output: +

+Plotting CSV column with Matplotlib +
+We can also plot all the columns just as easily. We’ll make it a little bigger, too. You can see that it’s more squished together, but all the bike paths behave basically the same – if it’s a bad day for cyclists, it’s a bad day everywhere.

+ +
fixed_df.plot(figsize=(15, 10))
+plt.show()
+
+ +

Output:

+ +
+Plotting Dataframe with Matplotlib +
+ +

1.4 Putting all that together

+ +

Here’s the code we needed to write do draw that graph, all together:

+ +
df = pd.read_csv('bikes.csv', sep=';', encoding='latin1', parse_dates=['Date'], dayfirst=True, index_col='Date')
+df['Berri 1'].plot()
+
+ +

Output: +

+Plotting CSV column with Matplotlib +

+
- Last revision: May 10, 2017 + Last revision: May 11, 2017
diff --git a/sitemap.xml b/sitemap.xml index 8d3b5f81..5b6364f0 100644 --- a/sitemap.xml +++ b/sitemap.xml @@ -3,12 +3,12 @@ http://tutswiki.com/ - 2017-05-10T00:00:00+00:00 + 2017-05-11T00:00:00+00:00 http://tutswiki.com/pandas-cookbook/chapter1 - 2017-05-10T00:00:00+00:00 + 2017-05-11T00:00:00+00:00 \ No newline at end of file diff --git a/tutorials/index.xml b/tutorials/index.xml index 24349474..d3157abb 100644 --- a/tutorials/index.xml +++ b/tutorials/index.xml @@ -5,13 +5,13 @@ http://tutswiki.com/tutorials/index.xml Recent content in Tutorials-rsses on Hugo -- gohugo.io - Wed, 10 May 2017 00:00:00 +0000 + Thu, 11 May 2017 00:00:00 +0000 Chapter 1 - Reading from a CSV http://tutswiki.com/pandas-cookbook/chapter1 - Wed, 10 May 2017 00:00:00 +0000 + Thu, 11 May 2017 00:00:00 +0000 http://tutswiki.com/pandas-cookbook/chapter1 @@ -42,11 +42,11 @@ print broken_df[:3] <p>You&rsquo;ll notice that this is totally broken! read_csv has a bunch of options that will let us fix that, though. Here we&rsquo;ll</p> <ul> -<li>Change the column separator to a ;</li> -<li>Set the encoding to &lsquo;<em>latin1</em>&rsquo; (the default is &lsquo;<em>utf8</em>&rsquo;)</li> -<li>Parse the dates in the &lsquo;Date&rsquo; column</li> +<li>Change the column separator to a <code>;</code></li> +<li>Set the encoding to <code>'_latin1_'</code> (the default is <code>'_utf8_'</code>)</li> +<li>Parse the dates in the <code>'Date'</code> column</li> <li>Tell it that our dates have the date first instead of the month first</li> -<li>Set the index to be the &lsquo;Date&rsquo; column</li> +<li>Set the index to be the <code>'Date'</code> column</li> </ul> <pre><code class="language-python">fixed_df = pd.read_csv('bikes.csv', sep=';', encoding='latin1', parse_dates=['Date'], dayfirst=True, index_col='Date') @@ -112,6 +112,95 @@ print fixed_df[:3] </tr> </tbody> </table> + +<h2 id="1-2-selecting-a-column">1.2 Selecting a column</h2> + +<p>When you read a CSV, you get a kind of object called a <a href="http://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.html">DataFrame</a>, which is made up of rows and columns. You get columns out of a DataFrame the same way you get elements out of a dictionary.</p> + +<p>Here&rsquo;s an example:</p> + +<pre><code class="language-python">print fixed_df['Berri 1'] +</code></pre> + +<p>Output:</p> + +<pre><code class="language-bash">Date +2012-01-01 35 +2012-01-02 83 +2012-01-03 135 +2012-01-04 144 +2012-01-05 197 +2012-01-06 146 +2012-01-07 98 +2012-01-08 95 +2012-01-09 244 +2012-01-10 397 +2012-01-11 273 +2012-01-12 157 +2012-01-13 75 +2012-01-14 32 +2012-01-15 54 +... +2012-10-22 3650 +2012-10-23 4177 +2012-10-24 3744 +2012-10-25 3735 +2012-10-26 4290 +2012-10-27 1857 +2012-10-28 1310 +2012-10-29 2919 +2012-10-30 2887 +2012-10-31 2634 +2012-11-01 2405 +2012-11-02 1582 +2012-11-03 844 +2012-11-04 966 +2012-11-05 2247 +Name: Berri 1, Length: 310, dtype: int64 +</code></pre> + +<h2 id="1-3-plotting-a-column">1.3 Plotting a column</h2> + +<p>Just add <code>.plot()</code> to the end! How could it be easier? =)</p> + +<p>We can see that, unsurprisingly, not many people are biking in January, February, and March.</p> + +<pre><code class="language-python">import pandas as pd +import matplotlib.pyplot as plt + +fixed_df = pd.read_csv('bikes.csv', sep=';', encoding='latin1', parse_dates=['Date'], dayfirst=True, index_col='Date') +fixed_df['Berri 1'].plot() +plt.show() +</code></pre> + +<p>Output: +<div> +<img src="http://tutswiki.com/img/plot_single_column.png" alt="Plotting CSV column with Matplotlib" /> +</div> +We can also plot all the columns just as easily. We&rsquo;ll make it a little bigger, too. You can see that it&rsquo;s more squished together, but all the bike paths behave basically the same &ndash; if it&rsquo;s a bad day for cyclists, it&rsquo;s a bad day everywhere.</p> + +<pre><code class="language-python">fixed_df.plot(figsize=(15, 10)) +plt.show() +</code></pre> + +<p>Output:</p> + +<div> +<img src="http://tutswiki.com/img/plot_dataframe.png" alt="Plotting Dataframe with Matplotlib" /> +</div> + +<h2 id="1-4-putting-all-that-together">1.4 Putting all that together</h2> + +<p>Here&rsquo;s the code we needed to write do draw that graph, all together:</p> + +<pre><code class="language-python">df = pd.read_csv('bikes.csv', sep=';', encoding='latin1', parse_dates=['Date'], dayfirst=True, index_col='Date') +df['Berri 1'].plot() +</code></pre> + +<p>Output: +<div> +<img src="http://tutswiki.com/img/plot_single_column.png" alt="Plotting CSV column with Matplotlib" /> +</div></p>