Simmer it down: Summarize the data

class: center, middle, inverse

# .huge[.teal[SIMMER]] 
# it
# .big[.gray[DOWN]]

---
class:

# <i class="fa fa-toolbox blue"></i> Your .teal[**EXPANDED**] toolbox

<style>
.remark-slide table {border-top: 0; border-bottom: 0;}
th, td {padding: 10px; padding-left: 16px; padding-right: 16px; padding-top: 14px;}
.bluecode code {font-weight: 700}   
.split-table hr {border-top: 1px dashed gray; width: 100% !important; margin-top: 14px; margin-bottom: 2px; margin-left: 0;}
</style>

<div class="bluecode" style="font-size: 0.8rem; width: 78%; margin-top: 44px; margin-left: auto; margin-right: auto; font-weight: 700;">

<table>
 <thead>
  <tr>
   <th style="text-align:center;"> Function </th>
   <th style="text-align:left;"> Job </th>
  </tr>
 </thead>
<tbody>
  <tr>
   <td style="text-align:center;"> <code> filter()   </code> </td>
   <td style="text-align:left;"> Keep rows that pass your tests </td>
  </tr>
  <tr>
   <td style="text-align:center;"> <code> select()   </code> </td>
   <td style="text-align:left;"> Select columns to keep or drop </td>
  </tr>
  <tr>
   <td style="text-align:center;"> <code> arrange()   </code> </td>
   <td style="text-align:left;"> Sort a table based on a column's values </td>
  </tr>
  <tr>
   <td style="text-align:center;"> <code> mutate()   </code> </td>
   <td style="text-align:left;"> Add new columns or update existing columns </td>
  </tr>
</tbody>
</table>

</div>

<div class="split-table">
<hr>
</div>

<div class="tealcode" style="font-size: 1.5rem; width: 85%; margin-top: 0;  font-weight: 700; margin-left: auto; margin-right: auto;">

<table>
<tbody>
  <tr>
   <td style="text-align:center;"> <code style="font-size: 2.1rem"> summarize()   </code> </td>
   <td style="text-align:left;"> Get summary statistics for an entire table </td>
  </tr>
  <tr>
   <td style="text-align:center;"> <code style="font-size: 2.1rem"> group_by()   </code> </td>
   <td style="text-align:left;"> Group data for group specific summaries </td>
  </tr>
</tbody>
</table>

</div>

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# A .darkgray[MONSTER] summary

<img src="../images/monsters/monster_data.png" style="width: 60%; margin-top: -12px;">

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class: inverse, middle, center

# .bigger[.blue[summarize( )]]

---

<div style="height: 145px; overflow:hidden;">
<img src="../images/monsters/summarize_monsters.png" style="width: 96%; margin-top: 4px;">
</div>

--

<div style="margin-top: 24px; overflow:hidden; ">
<img src="../images/monsters/summarize_monsters.png" style="width: 75%; margin-top: -110px;">
</div>

---

<div style="height: 145px; overflow:hidden;">
<img src="../images/monsters/summarize_monsters.png" style="width: 96%; margin-top: 4px;">
</div>

<div style="margin-top: 52px; overflow:hidden; ">
<img src="../images/monsters/summarize_monsters2.png" style="width: 95.5%; margin-top: -138px;">
</div>

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class: inverse, middle, center

# .bigger[.blue[group_by( )]]

---

<div style="height: 160px; overflow:hidden;">
<img src="../images/monsters/groupby_age_monsters_pipe.png" style="width: 96%; margin-top: 4px;">
</div>

--

<div style="margin-top: 4px; overflow:hidden; ">
<img src="../images/monsters/groupby_age_monsters_pipe.png" style="width: 75%; margin-top: -124px;">
</div>

---
class: inverse, middle, center

# .bigger[.blue[group_by( )]] %>%
# .bigger[.blue[summarize( )]]

---

<div style="height: 145px; overflow:hidden;">
<img src="../images/monsters/groupby_summarize_pipe_monsters0.png" style="width: 96%; margin-top: 4px;">
</div>

---

<div style="height: 145px; overflow:hidden;">
<img src="../images/monsters/groupby_summarize_pipe_monsters1.png" style="width: 96%; margin-top: 4px;">
</div>

---

<div style="height: 145px; overflow:hidden;">
<img src="../images/monsters/groupby_summarize_pipe_monsters2.png" style="width: 96%; margin-top: 4px;">
</div>

---

<div style="height: 145px; overflow:hidden;">
<img src="../images/monsters/groupby_summarize_pipe_monsters3.png" style="width: 96%; margin-top: 4px;">
</div>

--

<div style="margin-top: 0; overflow:hidden; ">
<img src="../images/monsters/groupby_summarize_single_monsters2.png" style="width: 95.5%; margin-top: -2px;">
</div>

---
class: inverse, middle, center

# .bigger[.blue[Multiple]]
# .bigger[.blue[summarize( )]]

---

<div style="height: 145px; overflow:hidden;">
<img src="../images/monsters/groupby_summarize_pipe_monsters3.png" style="width: 96%; margin-top: 4px;">
</div>

---

<div style="height: 170px; overflow:hidden;">
<img src="../images/monsters/groupby_summarize_pipe_multi_monsters1.png" style="width: 103%; max-width: 103%; margin-top: 4px;">
</div>

---

<div style="height: 170px; overflow:hidden;">
<img src="../images/monsters/groupby_summarize_pipe_multi_monsters2.png" style="width: 103%; max-width: 103%; margin-top: 4px;">
</div>

--

<div style="margin-top: 20px; overflow:hidden; ">
<img src="../images/monsters/groupby_summarize_multi_monsters2.png" style="width: 100%; margin-top: 0;">
</div>

---
class: inverse, center, middle

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