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Mattis #9

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bdfc014
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quito96 Mar 31, 2022
320ac7c
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quito96 Jun 10, 2022
7389b1c
Merge branch 'business-science:master' into master
quito96 Jul 23, 2022
52ef50d
Merge branch 'business-science:master' into master
quito96 Sep 27, 2022
17e17b5
V1
quito96 Sep 27, 2022
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4 changes: 2 additions & 2 deletions 005_excel_workbook/005_excel_workbook.R
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Expand Up @@ -12,8 +12,8 @@ library(timetk)

# 2.0 GET DATA ----

stock_data_tbl <- c("AAPL", "GOOG", "NFLX", "NVDA") %>%
tq_get(from = "2010-01-01", to = "2019-12-31")
stock_data_tbl <- c("AMD", "GOOG", "VOW.F", "TSLA") %>%
tq_get(from = "2010-01-01", to = "2021-12-31")

stock_pivot_table <- stock_data_tbl %>%
pivot_table(
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1 change: 1 addition & 0 deletions 025_eda_dataexplorer/.gitignore
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gss_survey_data_profile_report.html
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11 changes: 11 additions & 0 deletions 028_esquisse_ggplot/028_esquisse_ggplot_builder.R
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Expand Up @@ -21,6 +21,17 @@ mpg
esquisser()









library(dplyr)
library(ggplot2)


drinks %>%
filter(date >= "2005-01-14" & date <= "2014-01-22") %>%
ggplot() +
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1 change: 1 addition & 0 deletions 041_easystats_performance/041_easystats_performance.R
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Expand Up @@ -14,6 +14,7 @@

library(tidyverse)
library(performance)
library(plotly)


# DATA ----
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4 changes: 2 additions & 2 deletions 048_radiant/048_radiant.R
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Expand Up @@ -15,11 +15,11 @@
library(radiant)
library(timetk)

data(walmart_sales_weekly)
data<-data(walmart_sales_weekly)

# RUN RADIANT ----

radiant()
radiant(data)

# LEARNING MORE ----

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2 changes: 1 addition & 1 deletion 052_modeldown/output/index.html
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Expand Up @@ -28388,7 +28388,7 @@ <h3 class="my-3">Summaries for categorical variables</h3>
<footer>
<div class="footer">
<div class="text-center">Site built with <a href="https://github.com/MI2DataLab/modelDown">modelDown</a>.</div>
<div class="text-center" style="margin: 0px 0px 5px;">Last updated: 2022-06-28 11:35:43 (session_info: <a href="session_info/session_info.txt">.txt</a>, <a href="session_info/session_info.rda">.rda</a>)</div>
<div class="text-center" style="margin: 0px 0px 5px;">Last updated: 2022-07-07 11:39:13 (session_info: <a href="session_info/session_info.txt">.txt</a>, <a href="session_info/session_info.rda">.rda</a>)</div>
</div>
</footer>

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343 changes: 154 additions & 189 deletions 052_modeldown/output/session_info/session_info.txt
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24 changes: 12 additions & 12 deletions 052_modeldown/output/variable_importance/index.html
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Expand Up @@ -94,7 +94,7 @@ <h2>Feature Importance</h2>
<img class="plot" src="img/variable_importance.png" />
<br />
<help-panel help-url="https://pbiecek.github.io/ema/featureImportance.html" docs-url="https://modeloriented.github.io/DALEX/reference/variable_importance.html"></help-panel>
<div class="archivist-code"><p>Get this object: <code>archivist::loadFromLocalRepo(md5hash = &quot;a70e9b999342083e864739bd71cfc61c&quot;, repoDir = &quot;052_modeldown/output/repository&quot;)</code></p></div>
<div class="archivist-code"><p>Get this object: <code>archivist::loadFromLocalRepo(md5hash = &quot;a377b06314eaf30bd2fcea4d115d6470&quot;, repoDir = &quot;052_modeldown/output/repository&quot;)</code></p></div>
</div>
<div class="data-container">
<br>
Expand All @@ -109,27 +109,27 @@ <h2>Feature Importance</h2>
<tr grouplength="6"><td colspan="2" style="border-bottom: 1px solid;"><strong>Random Forest</strong></td></tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1"> _full_model_ </td>
<td style="text-align:right;"> 0.6703928 </td>
<td style="text-align:right;"> 1.193143 </td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1"> contract </td>
<td style="text-align:right;"> 0.5505271 </td>
<td style="text-align:left;padding-left: 2em;" indentlevel="1"> customer_id </td>
<td style="text-align:right;"> 1.193143 </td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1"> tenure </td>
<td style="text-align:right;"> 0.6157622 </td>
<td style="text-align:left;padding-left: 2em;" indentlevel="1"> gender </td>
<td style="text-align:right;"> 1.196064 </td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1"> gender </td>
<td style="text-align:right;"> 0.6597656 </td>
<td style="text-align:left;padding-left: 2em;" indentlevel="1"> contract </td>
<td style="text-align:right;"> 1.247315 </td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1"> customer_id </td>
<td style="text-align:right;"> 0.6703928 </td>
<td style="text-align:left;padding-left: 2em;" indentlevel="1"> tenure </td>
<td style="text-align:right;"> 1.252912 </td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1"> _baseline_ </td>
<td style="text-align:right;"> 0.5015131 </td>
<td style="text-align:right;"> 1.229207 </td>
</tr>
</tbody>
</table>
Expand All @@ -141,7 +141,7 @@ <h2>Feature Importance</h2>
<footer>
<div class="footer">
<div class="text-center">Site built with <a href="https://github.com/MI2DataLab/modelDown">modelDown</a>.</div>
<div class="text-center" style="margin: 0px 0px 5px;">Last updated: 2022-06-28 11:35:43 (session_info: <a href="session_info/session_info.txt">.txt</a>, <a href="session_info/session_info.rda">.rda</a>)</div>
<div class="text-center" style="margin: 0px 0px 5px;">Last updated: 2022-07-07 11:39:12 (session_info: <a href="session_info/session_info.txt">.txt</a>, <a href="session_info/session_info.rda">.rda</a>)</div>
</div>
</footer>

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50 changes: 25 additions & 25 deletions 052_modeldown/output/variable_response/index.html
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Expand Up @@ -93,60 +93,60 @@
<div class="panel panel-default">
<ul class="list-group">
<li class="list-group-item variable-link">
<a href="#customer_id">customer_id</a>
<a href="#tenure">tenure</a>
</li>
<li class="list-group-item variable-link">
<a href="#gender">gender</a>
<a href="#contract">contract</a>
</li>
<li class="list-group-item variable-link">
<a href="#tenure">tenure</a>
<a href="#gender">gender</a>
</li>
<li class="list-group-item variable-link">
<a href="#contract">contract</a>
<a href="#customer_id">customer_id</a>
</li>
</ul>
</div>
</div>
<div class="col-md-push-3 col-md-9 main-content contents">
<div class="plot-container">
<h2 id="customer_id" class="hasAnchor">
<a href="#customer_id" class="anchor"></a>
Feature: customer_id
<h2 id="tenure" class="hasAnchor">
<a href="#tenure" class="anchor"></a>
Feature: tenure
</h2>
<img class="plot" src="img/variable_response_customer_id_partial.png" />
<img class="plot" src="img/variable_response_tenure_partial.png" />
<br />
<help-panel help-url="https://pbiecek.github.io/ema/partialDependenceProfiles.html" docs-url="https://modeloriented.github.io/DALEX/reference/model_profile.html"></help-panel>
<div class="archivist-code"><p>Get this object: <code>archivist::loadFromLocalRepo(md5hash = &quot;c7049a7d372078dcf39bcfaf069ec4a7&quot;, repoDir = &quot;052_modeldown/output/repository&quot;)</code></p></div>
<div class="archivist-code"><p>Get this object: <code>archivist::loadFromLocalRepo(md5hash = &quot;121cfeca42cb1acd157e7a6794e5d507&quot;, repoDir = &quot;052_modeldown/output/repository&quot;)</code></p></div>
</div>
<div class="plot-container">
<h2 id="gender" class="hasAnchor">
<a href="#gender" class="anchor"></a>
Feature: gender
<h2 id="contract" class="hasAnchor">
<a href="#contract" class="anchor"></a>
Feature: contract
</h2>
<img class="plot" src="img/variable_response_gender_partial.png" />
<img class="plot" src="img/variable_response_contract_partial.png" />
<br />
<help-panel help-url="https://pbiecek.github.io/ema/partialDependenceProfiles.html" docs-url="https://modeloriented.github.io/DALEX/reference/model_profile.html"></help-panel>
<div class="archivist-code"><p>Get this object: <code>archivist::loadFromLocalRepo(md5hash = &quot;4ea5f2d877de965b4bd5bf4162b39c09&quot;, repoDir = &quot;052_modeldown/output/repository&quot;)</code></p></div>
<div class="archivist-code"><p>Get this object: <code>archivist::loadFromLocalRepo(md5hash = &quot;0dfcd386b8aad82593678501a1129874&quot;, repoDir = &quot;052_modeldown/output/repository&quot;)</code></p></div>
</div>
<div class="plot-container">
<h2 id="tenure" class="hasAnchor">
<a href="#tenure" class="anchor"></a>
Feature: tenure
<h2 id="gender" class="hasAnchor">
<a href="#gender" class="anchor"></a>
Feature: gender
</h2>
<img class="plot" src="img/variable_response_tenure_partial.png" />
<img class="plot" src="img/variable_response_gender_partial.png" />
<br />
<help-panel help-url="https://pbiecek.github.io/ema/partialDependenceProfiles.html" docs-url="https://modeloriented.github.io/DALEX/reference/model_profile.html"></help-panel>
<div class="archivist-code"><p>Get this object: <code>archivist::loadFromLocalRepo(md5hash = &quot;456618d06c87386ec3260d895ffb9cb4&quot;, repoDir = &quot;052_modeldown/output/repository&quot;)</code></p></div>
<div class="archivist-code"><p>Get this object: <code>archivist::loadFromLocalRepo(md5hash = &quot;da743662d92c6c172d3bcdef8481c642&quot;, repoDir = &quot;052_modeldown/output/repository&quot;)</code></p></div>
</div>
<div class="plot-container">
<h2 id="contract" class="hasAnchor">
<a href="#contract" class="anchor"></a>
Feature: contract
<h2 id="customer_id" class="hasAnchor">
<a href="#customer_id" class="anchor"></a>
Feature: customer_id
</h2>
<img class="plot" src="img/variable_response_contract_partial.png" />
<img class="plot" src="img/variable_response_customer_id_partial.png" />
<br />
<help-panel help-url="https://pbiecek.github.io/ema/partialDependenceProfiles.html" docs-url="https://modeloriented.github.io/DALEX/reference/model_profile.html"></help-panel>
<div class="archivist-code"><p>Get this object: <code>archivist::loadFromLocalRepo(md5hash = &quot;230eb3bdccba2cd024772a22beb96445&quot;, repoDir = &quot;052_modeldown/output/repository&quot;)</code></p></div>
<div class="archivist-code"><p>Get this object: <code>archivist::loadFromLocalRepo(md5hash = &quot;97f17d621137c8784e2a0ac16738c62b&quot;, repoDir = &quot;052_modeldown/output/repository&quot;)</code></p></div>
</div>
</div>
</div>
Expand All @@ -155,7 +155,7 @@ <h2 id="contract" class="hasAnchor">
<footer>
<div class="footer">
<div class="text-center">Site built with <a href="https://github.com/MI2DataLab/modelDown">modelDown</a>.</div>
<div class="text-center" style="margin: 0px 0px 5px;">Last updated: 2022-06-28 11:35:43 (session_info: <a href="session_info/session_info.txt">.txt</a>, <a href="session_info/session_info.rda">.rda</a>)</div>
<div class="text-center" style="margin: 0px 0px 5px;">Last updated: 2022-07-07 11:39:12 (session_info: <a href="session_info/session_info.txt">.txt</a>, <a href="session_info/session_info.rda">.rda</a>)</div>
</div>
</footer>

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