update

.vscode/extensions.json

@@ -0,0 +1,5 @@
+{
+    "recommendations": [
+        "mkaufman.HTMLHint"
+    ]
+}

App/filters.py

@@ -7,7 +7,6 @@ levels = Level.objects.all().values_list('levelNumber','levelName')
 standards = Standards.objects.all().values_list('standardTitle','standardTitle')
 
 class StandardsFilter(django_filters.FilterSet):
-    # level = django_filters.ModelChoiceFilter(queryset = SearchResults.objects.values('level'))
     level = django_filters.MultipleChoiceFilter(choices=levels)
     title = django_filters.MultipleChoiceFilter(choices=standards)
     class Meta:

App/static/css/styles.css

@@ -2,7 +2,7 @@ body,
 p,
 ul,
 ol {
-    font-size: 14px !important;
+    font-size: 16px !important;
     font-family: "Roboto", "Helvetica Neue", Helvetica, Arial, sans-serif;
     color: #454545;
     letter-spacing: -0.35px;
@@ -45,7 +45,7 @@ ol {
     width: 30%;
 }
 
-.title a {
+.title{
     font-family: "Roboto Condensed", "Helvetica Neue", Helvetica, Arial, sans-serif;
     line-height: 1;
     text-transform: none;
@@ -442,3 +442,9 @@ ol {
 .dropdown-menu{
     min-width: 25rem !important;
 }
+
+/* ############featured Qs########################## */
+.fq{
+    width: 45%;
+    background-color: rgb(238, 238, 238);
+}

App/static/js/cloud.js

@@ -36,7 +36,7 @@ anychart.onDocumentReady(function () {
                 .enabled(true)
                 .useHtml(true)
                 .text(
-                    'Most Frequent Key-Phrases<br/>' +
+                    '<h4>Most Frequent Key-Phrases</h4><br/>' +
                     '<span style="color: #575e64; font-size: 12px;">' +
                     'Click on words to get results' +
                     '</span>'

App/static/js/toggle.js

@@ -0,0 +1,6 @@
+$(document).ready(function(){
+    $('#filterBtn').click(function(){
+        $child=$(this).children('i');
+        $child.toggleClass("fa-arrow-down").toggleClass("fa-arrow-up");
+    });
+});

App/templates/base.html

@@ -48,9 +48,9 @@
                     <a href=""><img src="{% static 'img/un-logo-en.svg' %}" alt="United Nation" /></a>
                 </div>
                 <div class="title">
-                    <a href="">The Integrated Disarmament
+                    The Integrated Disarmament
                         Demobilization and
-                        Reintegration Standards</a>
+                        Reintegration Standards
                 </div>
                 <div class="search-box">
                     <div class="d-flex">
@@ -149,6 +149,7 @@
 
 <script src="{% static 'js/swip.js' %}"></script>
 <script src="{% static 'js/filter.js' %}"></script>
+<script src="{% static 'js/toggle.js' %}"></script>
 
 <script src="https://cdn.anychart.com/releases/v8/js/anychart-base.min.js"></script>
 <script src="https://cdn.anychart.com/releases/v8/js/anychart-ui.min.js"></script>

App/templates/home.html

@@ -109,12 +109,12 @@
             <div>
                 <div class="d-flex justify-content-between">
                     <div class="">
-                        <h3>Standard: {{standard.stamdardNumber}}</h3>
+                        <h3>IDDRS {{standard.stamdardNumber}}</h3>
                         <h3>{{standard.standardTitle}}</h3>
                     </div>
                     <div class="align-self-center">
                         {% with 'IDDRSStandards/'|add:standard.standardPath as filePath %}
-                        <a href="{% static filePath %}" target="_blank" class="btn btn-light border rounded-3">Open Standard</a>
+                        <a href="{% static filePath %}" target="_blank" class="btn btn-light border rounded-3">Open Module</a>
                         {% endwith %}
                     </div>
                 </div>

App/templates/tfidf.html

@@ -6,13 +6,14 @@
 <div class="row justify-content-center">
     <div class="col-lg-8">
         <form class="d-flex align-items-center" id="searchForm" method="get">
-            <input type="text" class="form-control" name ="phrase" placeholder="Seach IDDRS ..." aria-label="Seach IDDRS ..." aria-describedby="basic-addon1">
+            <input type="text" class="form-control" name="phrase" placeholder="Seach IDDRS ..."
+                aria-label="Seach IDDRS ..." aria-describedby="basic-addon1">
             <button id="submitSearch" type="submit" class="btn-default">Search</button>
         </form>
     </div>
 </div>
 
-
+{% if results %}
 <form id="fiterForm" method="get">
     <div class="d-flex justify-content-evenly mt-3">
         {% for level in levels %}
@@ -25,10 +26,11 @@
                 {% for standard in standards %}
                 {% if standard.standardLevel == level.levelNumber %}
                 <div class="form-check">
-                    <input class="form-check-input" name="title" type="checkbox" value="{{ standard.standardTitle }}" {% if standard.standardTitle in selectedChoices %} checked {% endif %}
+                    <input class="form-check-input" name="title" type="checkbox" value="{{ standard.standardTitle }}" 
+                    {% if standard.standardTitle in selectedChoices %} checked {% endif %}
                         id="checkbox{{ standard.id }}">
                     <label class="form-check-label" for="checkbox{{ standard.id }}">
-                        {{ standard.standardTitle }}
+                        {{ standard.stamdardNumber }} {{ standard.standardTitle }}
                     </label>
                 </div>
                 {% endif %}
@@ -37,22 +39,36 @@
         </div>
         {% endfor %}
     </div>
-    <input type="text" class="form-control" name ="searchedPhrase" value="{{phrase}}" hidden>
+    <input type="text" class="form-control" name="searchedPhrase" value="{{phrase}}" hidden>
 </form>
-
+{% endif %}
-
-
 
 
 
 <div class="mt-5">
+
     {% if results %}
     <h4>Results for: {{ phrase }}</h4>
     {% endif %}
+
+    {% if selectedChoices %}
+    <h5>Based on the following filter/s: <a class="text-dark" id="filterBtn" href="#filterCollapse"
+            data-bs-toggle="collapse" role="button" aria-expanded="false" aria-controls="filterCollapse"><i
+                class="fa fa-arrow-down" aria-hidden="true"></i></a></h5>
+
+    <div class="ps-5 collapse" id="filterCollapse">
+        {% for choice in selectedChoices %}
+        <h6 class="text-secondary">{{choice}}</h6>
+        {% endfor %}
+        
+
+    </div>
+    {% endif %}
     {% for result in results %}
     <div class="card" data-bs-toggle="modal" data-bs-target="#staticBackdrop{{result.index}}">
         <div class="card-header card-header-test1 level-text-{{ result.level|make_list|first }}">
-            Level {{ result.level|make_list|first }}, Standard {{result.module}}, Page {{result.pageNumber}}
+            Level {{ result.level|make_list|first }}, IDDRS {{result.module}}, <span class="float-end"> Page
+                {{result.pageNumber}} </span>
         </div>
         <div class="card-body">
             <h5 class="card-title">
@@ -66,14 +82,18 @@
     {% endfor %}
 </div>
 
+
+
 {% if results %}
 <nav aria-label="Page navigation example">
     <ul class="pagination">
         {% for i in pages.page_range %}
         {% if 'title' in request.get_full_path or 'phrase' in request.get_full_path or 'searchedPhrase' in request.get_full_path %}
-         <li class="page-item {% if i == pNumber %} active {% endif %}"><a class="page-link" href="{{ request.get_full_path }}&page={{ i }}">{{ i }}</a></li>
+        <li class="page-item {% if i == pNumber %} active {% endif %}"><a class="page-link"
+                href="{{ request.get_full_path }}&page={{ i }}">{{ i }}</a></li>
         {% else %}
-         <li class="page-item {% if i == pNumber %} active {% endif %}"><a class="page-link" href="?page={{ i }}">{{ i }}</a></li>
+        <li class="page-item {% if i == pNumber %} active {% endif %}"><a class="page-link" href="?page={{ i }}">{{ i
+                }}</a></li>
         {% endif %}
 
         {% endfor %}
@@ -81,8 +101,34 @@
 </nav>
 {% endif %}
 
-<div id="wordCloud">
 
+
+<div class="d-flex justify-content-between mt-5">
+    <div class="border p-2 fq" >
+        <h4 class="text-decoration-underline">Featured Questions About IDDRS Framework</h4>
+        <ul>
+            <li class="mb-3">
+                <div class="fw-bold">Featured Questions About IDDRS Framework</div>
+            </li>
+            <li class="mb-3">
+                <div class="fw-bold">Featured Questions About IDDRS Framework</div>
+            </li>
+            <li class="mb-3">
+                <div class="fw-bold">Featured Questions About IDDRS Framework</div>
+            </li>
+            <li class="mb-3">
+                <div class="fw-bold">Featured Questions About IDDRS Framework</div>
+            </li>
+            <li class="mb-3">
+                <div class="fw-bold">Featured Questions About IDDRS Framework</div>
+            </li>
+            
+        </ul>
+    </div>
+    <div class="border" style="width: 50%;">
+        <div id="wordCloud">
+        </div>
+    </div>
 </div>
 
 
@@ -94,8 +140,9 @@
         <div class="modal-content">
             <div class="modal-header">
                 <div class="" id="staticBackdropLabel{{result.index}}">
-                    <p class="modal-level level-text-{{ result.level|make_list|first }}">Level {{result.level}}</p>
+                    <p class="modal-level level-text-{{ result.level|make_list|first }}">Level {{result.level}} {{
-                    <p class="modal-module">Standard {{result.module}}</p>
+                        result.levelName }}</p>
+                    <p class="modal-module">IDDRS {{result.module}}</p>
                     <p class="modal-heading">{{result.heading1}}</p>
                     <p class="modal-heading modal-heading-2">{{result.heading2}}</p>
                     <p class="modal-heading modal-heading-3">{{result.heading3}}</p>
@@ -108,7 +155,7 @@
 
             </div>
             <div class="modal-body">
-                <p>{{ result.paragraph|highlight_search:result.sentence|safe }}</p>
+                <p>{{ result.paragraph|highlight_search:result.sentence|safe|linebreaks }}</p>
                 <p class="text-end">Page: {{result.pageNumber}}</p>
             </div>
             <div class="modal-footer">
@@ -121,3 +168,4 @@
 {% endfor %}
 
 {% endblock %}
+

App/views.py

@@ -5,7 +5,7 @@ import os
 import pandas as pd
 from .similarity import phrase_preprocessing, similarityCheck
 from .tfidfSimilarity import cosine_similarity
-
+import json
 from django.shortcuts import redirect
 
 from django.core.paginator import Paginator
@@ -16,6 +16,8 @@ from .filters import StandardsFilter
 
 import uuid
 from datetime import date, timedelta
+
+from django.core import serializers
 # Create your views here.
 
 
@@ -85,7 +87,7 @@ def tfidf(request):
             else:
                 phrase = form.cleaned_data["phrase"]
             
-            searchResults = cosine_similarity(20, phrase)
+            searchResults = cosine_similarity(30, phrase)
             uid = str(uuid.uuid1())[:8]+phrase
             for result in searchResults:
                 searchedData = SearchResults(
@@ -111,6 +113,7 @@ def tfidf(request):
             
             results = SearchResults.objects.filter(uniqueID=uid)
 
+
             if selectedChoices:
                 results = SearchResults.objects.filter(uniqueID=uid)
                 myFilter = StandardsFilter(request.GET, queryset=results)
@@ -120,7 +123,7 @@ def tfidf(request):
         form = searchForm()
 
     # Create pagination for results
-    paginator = Paginator(results, per_page=5)
+    paginator = Paginator(results, per_page=10)
     pageNumber = request.GET.get('page', 1)
     page_obj = paginator.get_page(pageNumber)