update docs & rebuild

Watts-Lab · Dec 6, 2024 · 01e6472 · 01e6472
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diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
diff --git a/docs/build/doctrees/examples.doctree b/docs/build/doctrees/examples.doctree
diff --git a/docs/build/doctrees/feature_builder.doctree b/docs/build/doctrees/feature_builder.doctree
diff --git a/docs/build/doctrees/features/basic_features.doctree b/docs/build/doctrees/features/basic_features.doctree
diff --git a/docs/build/doctrees/features/burstiness.doctree b/docs/build/doctrees/features/burstiness.doctree
diff --git a/docs/build/doctrees/features/certainty.doctree b/docs/build/doctrees/features/certainty.doctree
diff --git a/docs/build/doctrees/features/discursive_diversity.doctree b/docs/build/doctrees/features/discursive_diversity.doctree
diff --git a/docs/build/doctrees/features/fflow.doctree b/docs/build/doctrees/features/fflow.doctree
diff --git a/docs/build/doctrees/features/get_all_DD_features.doctree b/docs/build/doctrees/features/get_all_DD_features.doctree
diff --git a/docs/build/doctrees/features/get_user_network.doctree b/docs/build/doctrees/features/get_user_network.doctree
diff --git a/docs/build/doctrees/features/hedge.doctree b/docs/build/doctrees/features/hedge.doctree
diff --git a/docs/build/doctrees/features/index.doctree b/docs/build/doctrees/features/index.doctree
diff --git a/docs/build/doctrees/features/info_exchange_zscore.doctree b/docs/build/doctrees/features/info_exchange_zscore.doctree
diff --git a/docs/build/doctrees/features/information_diversity.doctree b/docs/build/doctrees/features/information_diversity.doctree
diff --git a/docs/build/doctrees/features/lexical_features_v2.doctree b/docs/build/doctrees/features/lexical_features_v2.doctree
diff --git a/docs/build/doctrees/features/named_entity_recognition_features.doctree b/docs/build/doctrees/features/named_entity_recognition_features.doctree
diff --git a/docs/build/doctrees/features/other_lexical_features.doctree b/docs/build/doctrees/features/other_lexical_features.doctree
diff --git a/docs/build/doctrees/features/politeness_features.doctree b/docs/build/doctrees/features/politeness_features.doctree
diff --git a/docs/build/doctrees/features/politeness_v2.doctree b/docs/build/doctrees/features/politeness_v2.doctree
diff --git a/docs/build/doctrees/features/politeness_v2_helper.doctree b/docs/build/doctrees/features/politeness_v2_helper.doctree
diff --git a/docs/build/doctrees/features/question_num.doctree b/docs/build/doctrees/features/question_num.doctree
diff --git a/docs/build/doctrees/features/readability.doctree b/docs/build/doctrees/features/readability.doctree
diff --git a/docs/build/doctrees/features/reddit_tags.doctree b/docs/build/doctrees/features/reddit_tags.doctree
diff --git a/docs/build/doctrees/features/temporal_features.doctree b/docs/build/doctrees/features/temporal_features.doctree
diff --git a/docs/build/doctrees/features/textblob_sentiment_analysis.doctree b/docs/build/doctrees/features/textblob_sentiment_analysis.doctree
diff --git a/docs/build/doctrees/features/turn_taking_features.doctree b/docs/build/doctrees/features/turn_taking_features.doctree
diff --git a/docs/build/doctrees/features/variance_in_DD.doctree b/docs/build/doctrees/features/variance_in_DD.doctree
diff --git a/docs/build/doctrees/features/within_person_discursive_range.doctree b/docs/build/doctrees/features/within_person_discursive_range.doctree
diff --git a/docs/build/doctrees/features/word_mimicry.doctree b/docs/build/doctrees/features/word_mimicry.doctree
diff --git a/docs/build/doctrees/features_conceptual/TEMPLATE.doctree b/docs/build/doctrees/features_conceptual/TEMPLATE.doctree
diff --git a/docs/build/doctrees/features_conceptual/content_word_accommodation.doctree b/docs/build/doctrees/features_conceptual/content_word_accommodation.doctree
diff --git a/docs/build/doctrees/features_conceptual/function_word_accommodation.doctree b/docs/build/doctrees/features_conceptual/function_word_accommodation.doctree
diff --git a/docs/build/doctrees/features_conceptual/index.doctree b/docs/build/doctrees/features_conceptual/index.doctree
diff --git a/docs/build/doctrees/features_conceptual/mimicry_bert.doctree b/docs/build/doctrees/features_conceptual/mimicry_bert.doctree
diff --git a/docs/build/doctrees/features_conceptual/moving_mimicry.doctree b/docs/build/doctrees/features_conceptual/moving_mimicry.doctree
diff --git a/docs/build/doctrees/features_conceptual/named_entity_recognition.doctree b/docs/build/doctrees/features_conceptual/named_entity_recognition.doctree
diff --git a/docs/build/doctrees/features_conceptual/positivity_bert.doctree b/docs/build/doctrees/features_conceptual/positivity_bert.doctree
diff --git a/docs/build/doctrees/features_conceptual/turn_taking_index.doctree b/docs/build/doctrees/features_conceptual/turn_taking_index.doctree
diff --git a/docs/build/doctrees/features_conceptual/word_ttr.doctree b/docs/build/doctrees/features_conceptual/word_ttr.doctree
diff --git a/docs/build/doctrees/index.doctree b/docs/build/doctrees/index.doctree
diff --git a/docs/build/doctrees/intro.doctree b/docs/build/doctrees/intro.doctree
diff --git a/docs/build/doctrees/utils/assign_chunk_nums.doctree b/docs/build/doctrees/utils/assign_chunk_nums.doctree
diff --git a/docs/build/doctrees/utils/calculate_chat_level_features.doctree b/docs/build/doctrees/utils/calculate_chat_level_features.doctree
diff --git a/docs/build/doctrees/utils/calculate_conversation_level_features.doctree b/docs/build/doctrees/utils/calculate_conversation_level_features.doctree
diff --git a/docs/build/doctrees/utils/calculate_user_level_features.doctree b/docs/build/doctrees/utils/calculate_user_level_features.doctree
diff --git a/docs/build/doctrees/utils/check_embeddings.doctree b/docs/build/doctrees/utils/check_embeddings.doctree
diff --git a/docs/build/doctrees/utils/gini_coefficient.doctree b/docs/build/doctrees/utils/gini_coefficient.doctree
diff --git a/docs/build/doctrees/utils/index.doctree b/docs/build/doctrees/utils/index.doctree
diff --git a/docs/build/doctrees/utils/preload_word_lists.doctree b/docs/build/doctrees/utils/preload_word_lists.doctree
diff --git a/docs/build/doctrees/utils/preprocess.doctree b/docs/build/doctrees/utils/preprocess.doctree
diff --git a/docs/build/doctrees/utils/summarize_features.doctree b/docs/build/doctrees/utils/summarize_features.doctree
diff --git a/docs/build/doctrees/utils/zscore_chats_and_conversation.doctree b/docs/build/doctrees/utils/zscore_chats_and_conversation.doctree
diff --git a/docs/build/html/.buildinfo b/docs/build/html/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 9a01a2cd3d4384710101b4a99edd7683
+config: d7678f479036f3220c73480ec4f2c467
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/build/html/_sources/features/index.rst.txt b/docs/build/html/_sources/features/index.rst.txt
@@ -45,6 +45,7 @@ Once utterance-level features are computed, we compute conversation-level featur
    variance_in_DD
    within_person_discursive_range
    turn_taking_features
+   lsm
 
 Speaker- (User) Level Features
 *********************************

diff --git a/docs/build/html/_sources/features_conceptual/index.rst.txt b/docs/build/html/_sources/features_conceptual/index.rst.txt
@@ -48,4 +48,5 @@ Conversation-Level Features
    turn_taking_index
    team_burstiness
    discursive_diversity
-   information_diversity
+   information_diversity
+   lsm
diff --git a/docs/build/html/_static/searchtools.js b/docs/build/html/_static/searchtools.js
@@ -178,7 +178,7 @@ const Search = {
 
   htmlToText: (htmlString, anchor) => {
     const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
-    for (const removalQuery of [".headerlinks", "script", "style"]) {
+    for (const removalQuery of [".headerlink", "script", "style"]) {
       htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() });
     }
     if (anchor) {
@@ -328,13 +328,14 @@ const Search = {
     for (const [title, foundTitles] of Object.entries(allTitles)) {
       if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) {
         for (const [file, id] of foundTitles) {
-          let score = Math.round(100 * queryLower.length / title.length)
+          const score = Math.round(Scorer.title * queryLower.length / title.length);
+          const boost = titles[file] === title ? 1 : 0;  // add a boost for document titles
           normalResults.push([
             docNames[file],
             titles[file] !== title ? `${titles[file]} > ${title}` : title,
             id !== null ? "#" + id : "",
             null,
-            score,
+            score + boost,
             filenames[file],
           ]);
         }

diff --git a/docs/build/html/examples.html b/docs/build/html/examples.html
@@ -22,7 +22,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Utilities" href="utils/index.html" />
-    <link rel="prev" title="Information Diversity" href="features_conceptual/information_diversity.html" /> 
+    <link rel="prev" title="LANGUAGE STYLE MATCHING" href="features_conceptual/lsm.html" /> 
 </head>
 
 <body class="wy-body-for-nav"> 
@@ -459,7 +459,7 @@ <h4>Feature Column Names<a class="headerlink" href="#feature-column-names" title
            </div>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
-        <a href="features_conceptual/information_diversity.html" class="btn btn-neutral float-left" title="Information Diversity" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="features_conceptual/lsm.html" class="btn btn-neutral float-left" title="LANGUAGE STYLE MATCHING" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
         <a href="utils/index.html" class="btn btn-neutral float-right" title="Utilities" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 

diff --git a/docs/build/html/feature_builder.html b/docs/build/html/feature_builder.html
@@ -97,7 +97,7 @@
 <span id="feature-builder-module"></span><span id="feature-builder"></span><h1>feature_builder module<a class="headerlink" href="#module-feature_builder" title="Link to this heading"></a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="feature_builder.FeatureBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">feature_builder.</span></span><span class="sig-name descname"><span class="pre">FeatureBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="pre">input_df:</span> <span class="pre">~pandas.core.frame.DataFrame,</span> <span class="pre">vector_directory:</span> <span class="pre">./vector_data/,</span> <span class="pre">output_file_base='output',</span> <span class="pre">output_file_path_chat_level=None,</span> <span class="pre">output_file_path_user_level=None,</span> <span class="pre">output_file_path_conv_level=None,</span> <span class="pre">custom_features:</span> <span class="pre">list</span> <span class="pre">=</span> <span class="pre">[],</span> <span class="pre">analyze_first_pct:</span> <span class="pre">list</span> <span class="pre">=</span> <span class="pre">[1.0],</span> <span class="pre">turns:</span> <span class="pre">bool</span> <span class="pre">=</span> <span class="pre">False,</span> <span class="pre">conversation_id_col:</span> <span class="pre">str</span> <span class="pre">=</span> <span class="pre">'conversation_num',</span> <span class="pre">speaker_id_col:</span> <span class="pre">str</span> <span class="pre">=</span> <span class="pre">'speaker_nickname',</span> <span class="pre">message_col:</span> <span class="pre">str</span> <span class="pre">=</span> <span class="pre">'message',</span> <span class="pre">timestamp_col:</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">tuple[str,</span> <span class="pre">str]</span> <span class="pre">=</span> <span class="pre">'timestamp',</span> <span class="pre">grouping_keys:</span> <span class="pre">list</span> <span class="pre">=</span> <span class="pre">[],</span> <span class="pre">cumulative_grouping=False,</span> <span class="pre">within_task=False,</span> <span class="pre">ner_training_df:</span> <span class="pre">~pandas.core.frame.DataFrame</span> <span class="pre">=</span> <span class="pre">None,</span> <span class="pre">ner_cutoff:</span> <span class="pre">int</span> <span class="pre">=</span> <span class="pre">0.9,</span> <span class="pre">regenerate_vectors:</span> <span class="pre">bool</span> <span class="pre">=</span> <span class="pre">False,</span> <span class="pre">compute_vectors_from_preprocessed:</span> <span class="pre">bool</span> <span class="pre">=</span> <span class="pre">False</span></em><span class="sig-paren">)</span><a class="headerlink" href="#feature_builder.FeatureBuilder" title="Link to this definition"></a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">feature_builder.</span></span><span class="sig-name descname"><span class="pre">FeatureBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_df</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">vector_directory</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'./vector_data/'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_file_base</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'output'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_file_path_chat_level</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_file_path_user_level</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_file_path_conv_level</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">custom_features</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[]</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">analyze_first_pct</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[1.0]</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turns</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">conversation_id_col</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'conversation_num'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">speaker_id_col</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'speaker_nickname'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">message_col</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'message'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timestamp_col</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'timestamp'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">grouping_keys</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[]</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cumulative_grouping</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">within_task</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ner_training_df</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ner_cutoff</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0.9</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">regenerate_vectors</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">compute_vectors_from_preprocessed</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#feature_builder.FeatureBuilder" title="Link to this definition"></a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>The FeatureBuilder is the main engine that reads in the user’s inputs and specifications and generates
 conversational features. The FeatureBuilder separately calls the classes (the ChatLevelFeaturesCalculator,

diff --git a/docs/build/html/features/burstiness.html b/docs/build/html/features/burstiness.html
@@ -64,6 +64,7 @@
 <li class="toctree-l3"><a class="reference internal" href="variance_in_DD.html">variance_in_DD module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="within_person_discursive_range.html">within_person_discursive_range module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="turn_taking_features.html">turn_taking_features module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="lsm.html">lsm module</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="index.html#speaker-user-level-features">Speaker- (User) Level Features</a></li>

diff --git a/docs/build/html/features/discursive_diversity.html b/docs/build/html/features/discursive_diversity.html
@@ -65,6 +65,7 @@
 <li class="toctree-l3"><a class="reference internal" href="variance_in_DD.html">variance_in_DD module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="within_person_discursive_range.html">within_person_discursive_range module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="turn_taking_features.html">turn_taking_features module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="lsm.html">lsm module</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="index.html#speaker-user-level-features">Speaker- (User) Level Features</a></li>

diff --git a/docs/build/html/features/get_all_DD_features.html b/docs/build/html/features/get_all_DD_features.html
@@ -64,6 +64,7 @@
 <li class="toctree-l3"><a class="reference internal" href="variance_in_DD.html">variance_in_DD module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="within_person_discursive_range.html">within_person_discursive_range module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="turn_taking_features.html">turn_taking_features module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="lsm.html">lsm module</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="index.html#speaker-user-level-features">Speaker- (User) Level Features</a></li>

diff --git a/docs/build/html/features/get_user_network.html b/docs/build/html/features/get_user_network.html
@@ -22,7 +22,7 @@
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Features: Conceptual Documentation" href="../features_conceptual/index.html" />
-    <link rel="prev" title="turn_taking_features module" href="turn_taking_features.html" /> 
+    <link rel="prev" title="lsm module" href="lsm.html" /> 
 </head>
 
 <body class="wy-body-for-nav"> 
@@ -142,7 +142,7 @@
            </div>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
-        <a href="turn_taking_features.html" class="btn btn-neutral float-left" title="turn_taking_features module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="lsm.html" class="btn btn-neutral float-left" title="lsm module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
         <a href="../features_conceptual/index.html" class="btn btn-neutral float-right" title="Features: Conceptual Documentation" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 

diff --git a/docs/build/html/features/index.html b/docs/build/html/features/index.html
@@ -79,6 +79,7 @@
 <li class="toctree-l3"><a class="reference internal" href="variance_in_DD.html">variance_in_DD module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="within_person_discursive_range.html">within_person_discursive_range module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="turn_taking_features.html">turn_taking_features module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="lsm.html">lsm module</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="#speaker-user-level-features">Speaker- (User) Level Features</a><ul>
@@ -157,6 +158,7 @@ <h2>Conversation-Level Features<a class="headerlink" href="#conversation-level-f
 <li class="toctree-l1"><a class="reference internal" href="variance_in_DD.html">variance_in_DD module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="within_person_discursive_range.html">within_person_discursive_range module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="turn_taking_features.html">turn_taking_features module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="lsm.html">lsm module</a></li>
 </ul>
 </div>
 </section>

diff --git a/docs/build/html/features/information_diversity.html b/docs/build/html/features/information_diversity.html
@@ -66,6 +66,7 @@
 <li class="toctree-l3"><a class="reference internal" href="variance_in_DD.html">variance_in_DD module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="within_person_discursive_range.html">within_person_discursive_range module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="turn_taking_features.html">turn_taking_features module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="lsm.html">lsm module</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="index.html#speaker-user-level-features">Speaker- (User) Level Features</a></li>