summary added for statewise pages

app.py

@@ -45,22 +45,24 @@ def add_header(request):
 
 main_dimension_from_index = ''
 facilities_from_index = "img/trend_school_facilities_index.jpeg"
+index_summary = get_index_summary(final_df)
 @app.route('/')
 def home():
-    global main_dimension_from_index, facilities_from_index
+    global index_summary, main_dimension_from_index, facilities_from_index
     main_dimension_from_index = "img/trend_schools_index.jpeg"
     main_dimension_overall(os.path.join(app.config['UPLOAD_FOLDER'], main_dimension_from_index), final_df, main_dimension="School by Category", ylabel="Number of Schools")
     total_schools_for_facilities_overall(os.path.join(app.config['UPLOAD_FOLDER'], facilities_from_index), final_df)
-    return render_template('index.html', main_dimension_index="Number of Schools", main_dimension_from_index=main_dimension_from_index, facilities_from_index=facilities_from_index)
+    return render_template('index.html', index_summary=index_summary, main_dimension_index="Number of Schools", main_dimension_from_index=main_dimension_from_index, facilities_from_index=facilities_from_index)
 
 @app.route('/index.html')
 def index():
-    global main_dimension_from_index, facilities_from_index
+    global index_summary, main_dimension_from_index, facilities_from_index
     main_dimension_from_index = "img/trend_schools_index.jpeg"
     main_dimension_overall(os.path.join(app.config['UPLOAD_FOLDER'], main_dimension_from_index), final_df, main_dimension="School by Category", ylabel="Number of Schools")
     total_schools_for_facilities_overall(os.path.join(app.config['UPLOAD_FOLDER'], facilities_from_index), final_df)
-    return render_template('index.html', main_dimension_index="Number of Schools", main_dimension_from_index=main_dimension_from_index, facilities_from_index=facilities_from_index)
+    return render_template('index.html', index_summary=index_summary, main_dimension_index="Number of Schools", main_dimension_from_index=main_dimension_from_index, facilities_from_index=facilities_from_index)
 
+students_summary = {}
 trend_elementary_enrolment = ''
 distribution_rural_enrolment = ''
 distribution_elementary_enrolment = ''
@@ -70,7 +72,7 @@ rural_enrolment_category = ''
 elementary_enrolment_category = ''
 @app.route('/students.html')
 def students():
-    global trend_elementary_enrolment, distribution_elementary_enrolment, distribution_rural_enrolment, rural_enrolment_summary, elementary_enrolment_summary, rural_enrolment_category, elementary_enrolment_category
+    global students_summary, trend_elementary_enrolment, distribution_elementary_enrolment, distribution_rural_enrolment, rural_enrolment_summary, elementary_enrolment_summary, rural_enrolment_category, elementary_enrolment_category
     elementary_enrolment_category, rural_enrolment_category = 'Government', 'Government' 
     distribution_rural_enrolment = "img/distribution_rural_enrolment_govt_{}.jpeg".format(latest_year)
     rural_enrolment_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_rural_enrolment), final_df, latest_year, ylabel="Enrolments / Population", main_dimension = "Rural Elementary Enrolment", sub_dimension=elementary_enrolment_category)
@@ -78,8 +80,10 @@ def students():
     elementary_enrolment_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_elementary_enrolment), final_df, latest_year, ylabel="Enrolments / Population", main_dimension = "Elementary Enrolment by School Category", sub_dimension=rural_enrolment_category)
     trend_elementary_enrolment = "img/trend_elementary_enrolment_category_{}.jpeg".format(default_state_code)
     total_enrolment_by_category(os.path.join(app.config['UPLOAD_FOLDER'], trend_elementary_enrolment), final_df, main_dimension='Elementary Enrolment by School Category', state_code=default_state_code, ylabel='Enrolments')
-    return render_template('students.html', trend_elementary_enrolment=trend_elementary_enrolment, distribution_rural_enrolment=distribution_rural_enrolment, distribution_elementary_enrolment=distribution_elementary_enrolment, rural_enrolment_summary=rural_enrolment_summary, elementary_enrolment_summary=elementary_enrolment_summary, rural_enrolment_category=rural_enrolment_category, elementary_enrolment_category=elementary_enrolment_category)
+    students_summary = get_dimension_wise_summary(final_df, default_state_code, "Elementary Enrolment by School Category")
+    return render_template('students.html', students_summary=students_summary, trend_elementary_enrolment=trend_elementary_enrolment, distribution_rural_enrolment=distribution_rural_enrolment, distribution_elementary_enrolment=distribution_elementary_enrolment, rural_enrolment_summary=rural_enrolment_summary, elementary_enrolment_summary=elementary_enrolment_summary, rural_enrolment_category=rural_enrolment_category, elementary_enrolment_category=elementary_enrolment_category)
 
+teachers_summary = {}
 trend_teachers = ''
 distribution_teachers_by_category = ''
 distribution_teachers_by_educational_qualification = ''
@@ -89,7 +93,7 @@ teachers_category = ''
 teachers_qualification = ''
 @app.route('/teachers.html')
 def teachers():
-    global trend_teachers, distribution_teachers_by_educational_qualification, distribution_teachers_by_category, teachers_by_category_summary, teachers_by_educational_qualification_summary, teachers_category, teachers_qualification
+    global teachers_summary, trend_teachers, distribution_teachers_by_educational_qualification, distribution_teachers_by_category, teachers_by_category_summary, teachers_by_educational_qualification_summary, teachers_category, teachers_qualification
     teachers_category, teachers_qualification = 'Government', 'Below Secondary' 
     distribution_teachers_by_category = "img/distribution_teachers_by_category_govt_{}.jpeg".format(latest_year)
     teachers_by_category_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_teachers_by_category), final_df, latest_year, ylabel="Number of Teachers / Population", main_dimension = "Teachers by School Category", sub_dimension=teachers_category)
@@ -97,8 +101,10 @@ def teachers():
     teachers_by_educational_qualification_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_teachers_by_educational_qualification), final_df, latest_year, ylabel="Number of Teachers / Population", main_dimension = "Teachers by Educational Qualification", sub_dimension=teachers_qualification)
     trend_teachers="img/trend_teachers_by_category_{}.jpeg".format(default_state_code)
     total_teachers_by_main_dimension(os.path.join(app.config['UPLOAD_FOLDER'], trend_teachers), final_df, "Teachers by School Category", default_state_code)
-    return render_template('teachers.html', trend_teachers=trend_teachers, distribution_teachers_by_category=distribution_teachers_by_category, distribution_teachers_by_educational_qualification=distribution_teachers_by_educational_qualification, teachers_by_category_summary=teachers_by_category_summary, teachers_by_educational_qualification_summary=teachers_by_educational_qualification_summary, teachers_category=teachers_category, teachers_qualification=teachers_qualification)
+    teachers_summary = get_dimension_wise_summary(final_df, default_state_code, "Teachers by School Category")
+    return render_template('teachers.html', teachers_summary=teachers_summary, trend_teachers=trend_teachers, distribution_teachers_by_category=distribution_teachers_by_category, distribution_teachers_by_educational_qualification=distribution_teachers_by_educational_qualification, teachers_by_category_summary=teachers_by_category_summary, teachers_by_educational_qualification_summary=teachers_by_educational_qualification_summary, teachers_category=teachers_category, teachers_qualification=teachers_qualification)
 
+schools_summary = {}
 trend_schools = ''
 distribution_schools_by_category = ''
 distribution_rural_schools_by_category = ''
@@ -108,7 +114,7 @@ school_category = ''
 rural_school_category = ''
 @app.route('/schools.html')
 def schools():
-    global trend_schools, distribution_rural_schools_by_category, distribution_schools_by_category, schools_by_category_summary, rural_schools_by_category_summary, school_category, rural_school_category
+    global schools_summary, trend_schools, distribution_rural_schools_by_category, distribution_schools_by_category, schools_by_category_summary, rural_schools_by_category_summary, school_category, rural_school_category
     school_category, rural_school_category = 'Government', 'Government' 
     distribution_schools_by_category = "img/distribution_schools_by_category_govt_{}.jpeg".format(latest_year)
     schools_by_category_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_schools_by_category), final_df, latest_year, ylabel="Number of Schools / Population", main_dimension = "School by Category", sub_dimension=school_category)
@@ -116,158 +122,168 @@ def schools():
     rural_schools_by_category_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_rural_schools_by_category), final_df, latest_year, ylabel="Number of Schools / Population", main_dimension = "Rural Schools", sub_dimension=rural_school_category)
     trend_schools = "img/trend_schools_category_{}.jpeg".format(default_state_code)
     total_enrolment_by_category(os.path.join(app.config['UPLOAD_FOLDER'], trend_schools), final_df, main_dimension='School by Category', state_code=default_state_code, ylabel='Number of Schools')
-    return render_template('schools.html', trend_schools=trend_schools, distribution_schools_by_category=distribution_schools_by_category, distribution_rural_schools_by_category=distribution_rural_schools_by_category, schools_by_category_summary=schools_by_category_summary, rural_schools_by_category_summary=rural_schools_by_category_summary, school_category=school_category, rural_school_category=rural_school_category)
+    schools_summary = get_dimension_wise_summary(final_df, default_state_code, "School by Category")
+    return render_template('schools.html', schools_summary=schools_summary, trend_schools=trend_schools, distribution_schools_by_category=distribution_schools_by_category, distribution_rural_schools_by_category=distribution_rural_schools_by_category, schools_by_category_summary=schools_by_category_summary, rural_schools_by_category_summary=rural_schools_by_category_summary, school_category=school_category, rural_school_category=rural_school_category)
 
+classrooms_summary = {}
 trend_classrooms = ''
 distribution_classroom_by_condition = ''
 classroom_condition_summary = {}
 classroom_condition = ''
 @app.route('/classrooms.html')
 def classrooms():
-    global trend_classrooms, distribution_classroom_by_condition, classroom_condition_summary, classroom_condition
+    global classrooms_summary, trend_classrooms, distribution_classroom_by_condition, classroom_condition_summary, classroom_condition
     classroom_condition = 'Good Condition'
     distribution_classroom_by_condition = "img/distribution_classroom_by_condition_good_{}.jpeg".format(latest_year)
     classroom_condition_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_classroom_by_condition), final_df, latest_year, ylabel="Number of Classrooms / Population", main_dimension = "Total Classrooms", sub_dimension=classroom_condition)
     trend_classrooms = "img/trend_classrooms_{}.jpeg".format(default_state_code)
     total_classrooms_by_trend(os.path.join(app.config['UPLOAD_FOLDER'], trend_classrooms), final_df, default_state_code)
-    return render_template('classrooms.html', trend_classrooms=trend_classrooms, distribution_classroom_by_condition=distribution_classroom_by_condition, classroom_condition_summary=classroom_condition_summary,  classroom_condition=classroom_condition)
+    classrooms_summary = get_dimension_wise_summary(final_df, default_state_code, "Total Classrooms")
+    return render_template('classrooms.html', classrooms_summary=classrooms_summary, trend_classrooms=trend_classrooms, distribution_classroom_by_condition=distribution_classroom_by_condition, classroom_condition_summary=classroom_condition_summary,  classroom_condition=classroom_condition)
 
+facilities_summary = {}
 trend_school_facilities = ''
 distribution_school_facility = ''
 school_facility_summary = {}
 school_facility = ''
 @app.route('/facilities.html')
 def facilities():
-    global trend_school_facilities, distribution_school_facility, school_facility_summary, school_facility
+    global facilities_summary, trend_school_facilities, distribution_school_facility, school_facility_summary, school_facility
     school_facility = 'Enrolment <= 50'
     distribution_school_facility = "img/distribution_school_facility_enrolment_lt_50_{}.jpeg".format(latest_year)
     school_facility_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_school_facility), final_df, latest_year, ylabel="Number of Schools / Population", main_dimension = "School Facilities", sub_dimension=school_facility)
     trend_school_facilities = "img/trend_school_facilities_{}.jpeg".format(default_state_code)
     total_schools_for_facilities(os.path.join(app.config['UPLOAD_FOLDER'], trend_school_facilities), final_df, default_state_code)
-    return render_template('facilities.html', trend_school_facilities=trend_school_facilities, distribution_school_facility=distribution_school_facility, school_facility_summary=school_facility_summary,  school_facility=school_facility)
+    facilities_summary = get_dimension_wise_summary(final_df, default_state_code, "School Facilities")
+    return render_template('facilities.html', facilities_summary=facilities_summary, trend_school_facilities=trend_school_facilities, distribution_school_facility=distribution_school_facility, school_facility_summary=school_facility_summary,  school_facility=school_facility)
 
 @app.route('/get_main_dimension_from_index', methods=['POST'])
 def get_main_dimension_from_index():   
-    global main_dimension_mapping_for_index, main_dimension_from_index, facilities_from_index
+    global index_summary, main_dimension_mapping_for_index, main_dimension_from_index, facilities_from_index
     main_dimension_tuple = main_dimension_mapping_for_index[request.form['dimension']]
     main_dimension_from_index = "img/trend_{}_index.jpeg".format(request.form['dimension'])
     main_dimension_overall(os.path.join(app.config['UPLOAD_FOLDER'], main_dimension_from_index), final_df, main_dimension_tuple[0], ylabel=main_dimension_tuple[1])
-    return render_template('index.html', main_dimension_index=main_dimension_tuple[0] , main_dimension_from_index=main_dimension_from_index, facilities_from_index=facilities_from_index)
+    return render_template('index.html', index_summary=index_summary, main_dimension_index=main_dimension_tuple[0] , main_dimension_from_index=main_dimension_from_index, facilities_from_index=facilities_from_index)
 
 @app.route('/get_trend_for_elementary_enrolment', methods=['POST'])
 def get_trend_for_elementary_enrolment():
-    global form_value_to_main_dimension_mapping, trend_elementary_enrolment, distribution_elementary_enrolment, distribution_rural_enrolment, rural_enrolment_summary, elementary_enrolment_summary, rural_enrolment_category, elementary_enrolment_category
+    global students_summary, form_value_to_main_dimension_mapping, trend_elementary_enrolment, distribution_elementary_enrolment, distribution_rural_enrolment, rural_enrolment_summary, elementary_enrolment_summary, rural_enrolment_category, elementary_enrolment_category
     main_dimension = form_value_to_main_dimension_mapping[request.form['type']]
     state_code = int(request.form['state_code'])
     trend_elementary_enrolment = "img/trend_{}_{}.jpeg".format(request.form['type'],state_code)
     total_enrolment_by_category(os.path.join(app.config['UPLOAD_FOLDER'], trend_elementary_enrolment), final_df, main_dimension, state_code, ylabel='Enrolments')
-    return render_template('students.html', trend_elementary_enrolment=trend_elementary_enrolment, distribution_rural_enrolment=distribution_rural_enrolment, distribution_elementary_enrolment=distribution_elementary_enrolment, rural_enrolment_summary=rural_enrolment_summary, elementary_enrolment_summary=elementary_enrolment_summary, rural_enrolment_category=rural_enrolment_category, elementary_enrolment_category=elementary_enrolment_category)
+    students_summary = get_dimension_wise_summary(final_df, state_code, "Elementary Enrolment by School Category")
+    return render_template('students.html', students_summary=students_summary, trend_elementary_enrolment=trend_elementary_enrolment, distribution_rural_enrolment=distribution_rural_enrolment, distribution_elementary_enrolment=distribution_elementary_enrolment, rural_enrolment_summary=rural_enrolment_summary, elementary_enrolment_summary=elementary_enrolment_summary, rural_enrolment_category=rural_enrolment_category, elementary_enrolment_category=elementary_enrolment_category)
 
 @app.route('/get_distribution_for_elementary_enrolment', methods=['POST'])
 def get_distribution_for_elementary_enrolment():
-    global form_value_to_sub_dimension_mapping, trend_elementary_enrolment, distribution_elementary_enrolment, distribution_rural_enrolment, elementary_enrolment_summary, rural_enrolment_summary, elementary_enrolment_category, rural_enrolment_category
+    global students_summary, form_value_to_sub_dimension_mapping, trend_elementary_enrolment, distribution_elementary_enrolment, distribution_rural_enrolment, elementary_enrolment_summary, rural_enrolment_summary, elementary_enrolment_category, rural_enrolment_category
     elementary_enrolment_category = form_value_to_sub_dimension_mapping[request.form['category']]
     requested_year = int(request.form['year'])
     distribution_elementary_enrolment = "img/distribution_elementary_enrolment_{}_{}.jpeg".format(request.form['category'], requested_year)
     elementary_enrolment_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_elementary_enrolment), final_df, requested_year, ylabel="Enrolments / Population", main_dimension = "Elementary Enrolment by School Category", sub_dimension=elementary_enrolment_category)
-    return render_template('students.html', trend_elementary_enrolment=trend_elementary_enrolment, distribution_rural_enrolment=distribution_rural_enrolment, distribution_elementary_enrolment=distribution_elementary_enrolment, rural_enrolment_summary=rural_enrolment_summary, elementary_enrolment_summary=elementary_enrolment_summary, rural_enrolment_category=rural_enrolment_category, elementary_enrolment_category=elementary_enrolment_category)
+    return render_template('students.html', students_summary=students_summary, trend_elementary_enrolment=trend_elementary_enrolment, distribution_rural_enrolment=distribution_rural_enrolment, distribution_elementary_enrolment=distribution_elementary_enrolment, rural_enrolment_summary=rural_enrolment_summary, elementary_enrolment_summary=elementary_enrolment_summary, rural_enrolment_category=rural_enrolment_category, elementary_enrolment_category=elementary_enrolment_category)
 
 @app.route('/get_distribution_for_rural_enrolment', methods=['POST'])
 def get_distribution_for_rural_enrolment():
-    global form_value_to_sub_dimension_mapping, trend_elementary_enrolment, distribution_elementary_enrolment, distribution_rural_enrolment, elementary_enrolment_summary, rural_enrolment_summary, elementary_enrolment_category, rural_enrolment_category
+    global students_summary, form_value_to_sub_dimension_mapping, trend_elementary_enrolment, distribution_elementary_enrolment, distribution_rural_enrolment, elementary_enrolment_summary, rural_enrolment_summary, elementary_enrolment_category, rural_enrolment_category
     rural_enrolment_category = form_value_to_sub_dimension_mapping[request.form['category']]
     requested_year = int(request.form['year'])
     distribution_rural_enrolment = "img/distribution_elementary_enrolment_{}_{}.jpeg".format(request.form['category'], requested_year)
     rural_enrolment_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_rural_enrolment), final_df, requested_year, ylabel="Enrolments / Population", main_dimension = "Elementary Enrolment by School Category", sub_dimension=rural_enrolment_category)
-    return render_template('students.html', trend_elementary_enrolment=trend_elementary_enrolment, distribution_rural_enrolment=distribution_rural_enrolment, distribution_elementary_enrolment=distribution_elementary_enrolment, rural_enrolment_summary=rural_enrolment_summary, elementary_enrolment_summary=elementary_enrolment_summary, rural_enrolment_category=rural_enrolment_category, elementary_enrolment_category=elementary_enrolment_category)
+    return render_template('students.html', students_summary=students_summary, trend_elementary_enrolment=trend_elementary_enrolment, distribution_rural_enrolment=distribution_rural_enrolment, distribution_elementary_enrolment=distribution_elementary_enrolment, rural_enrolment_summary=rural_enrolment_summary, elementary_enrolment_summary=elementary_enrolment_summary, rural_enrolment_category=rural_enrolment_category, elementary_enrolment_category=elementary_enrolment_category)
 
 @app.route('/get_trend_for_teachers', methods=['POST'])
 def get_trend_for_teachers():
-    global form_value_to_main_dimension_mapping, trend_teachers, distribution_teachers_by_educational_qualification, distribution_teachers_by_category, teachers_by_category_summary, teachers_by_educational_qualification_summary, teachers_category, teachers_qualification
+    global teachers_summary, form_value_to_main_dimension_mapping, trend_teachers, distribution_teachers_by_educational_qualification, distribution_teachers_by_category, teachers_by_category_summary, teachers_by_educational_qualification_summary, teachers_category, teachers_qualification
     main_dimension = form_value_to_main_dimension_mapping[request.form['type']]
     state_code = int(request.form['state_code'])
     trend_teachers="img/trend_{}_{}.jpeg".format(request.form['type'], state_code)
     total_teachers_by_main_dimension(os.path.join(app.config['UPLOAD_FOLDER'], trend_teachers), final_df, main_dimension, state_code)
-    return render_template('teachers.html', trend_teachers=trend_teachers, distribution_teachers_by_category=distribution_teachers_by_category, distribution_teachers_by_educational_qualification=distribution_teachers_by_educational_qualification, teachers_by_category_summary=teachers_by_category_summary, teachers_by_educational_qualification_summary=teachers_by_educational_qualification_summary, teachers_category=teachers_category, teachers_qualification=teachers_qualification)
+    teachers_summary = get_dimension_wise_summary(final_df, default_state_code, "Teachers by School Category")
+    return render_template('teachers.html', teachers_summary=teachers_summary, trend_teachers=trend_teachers, distribution_teachers_by_category=distribution_teachers_by_category, distribution_teachers_by_educational_qualification=distribution_teachers_by_educational_qualification, teachers_by_category_summary=teachers_by_category_summary, teachers_by_educational_qualification_summary=teachers_by_educational_qualification_summary, teachers_category=teachers_category, teachers_qualification=teachers_qualification)
 
 @app.route('/get_distribution_for_teachers_by_category', methods=['POST'])
 def get_distribution_for_teachers_by_category():
-    global distribution_teachers_by_educational_qualification, trend_teachers, distribution_teachers_by_category, teachers_by_category_summary, teachers_by_educational_qualification_summary, teachers_category, teachers_qualification
+    global teachers_summary, distribution_teachers_by_educational_qualification, trend_teachers, distribution_teachers_by_category, teachers_by_category_summary, teachers_by_educational_qualification_summary, teachers_category, teachers_qualification
     teachers_category = form_value_to_sub_dimension_mapping[request.form['category']]
     requested_year = int(request.form['year'])
     distribution_teachers_by_category = "img/distribution_teachers_by_category_{}_{}.jpeg".format(request.form['category'], requested_year)
     teachers_by_category_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_teachers_by_category), final_df, requested_year,ylabel="Number of Teachers / Population", main_dimension = "Teachers by School Category", sub_dimension=teachers_category)
-    return render_template('teachers.html', trend_teachers=trend_teachers, distribution_teachers_by_category=distribution_teachers_by_category, distribution_teachers_by_educational_qualification=distribution_teachers_by_educational_qualification, teachers_by_category_summary=teachers_by_category_summary, teachers_by_educational_qualification_summary=teachers_by_educational_qualification_summary, teachers_category=teachers_category, teachers_qualification=teachers_qualification)
+    return render_template('teachers.html', teachers_summary=teachers_summary, trend_teachers=trend_teachers, distribution_teachers_by_category=distribution_teachers_by_category, distribution_teachers_by_educational_qualification=distribution_teachers_by_educational_qualification, teachers_by_category_summary=teachers_by_category_summary, teachers_by_educational_qualification_summary=teachers_by_educational_qualification_summary, teachers_category=teachers_category, teachers_qualification=teachers_qualification)
 
 @app.route('/get_distribution_for_teachers_by_educational_qualification', methods=['POST'])
 def get_distribution_for_teachers_by_educational_qualification():
-    global distribution_teachers_by_educational_qualification, trend_teachers, distribution_teachers_by_category, teachers_by_category_summary, teachers_by_educational_qualification_summary, teachers_category, teachers_qualification
+    global teachers_summary, distribution_teachers_by_educational_qualification, trend_teachers, distribution_teachers_by_category, teachers_by_category_summary, teachers_by_educational_qualification_summary, teachers_category, teachers_qualification
     teachers_qualification = form_value_to_sub_dimension_mapping[request.form['qualification']]
     requested_year = int(request.form['year'])
     distribution_teachers_by_educational_qualification = "img/distribution_teachers_by_educational_qualification_{}_{}.jpeg".format(request.form['qualification'], requested_year)
     teachers_by_educational_qualification_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_teachers_by_educational_qualification), final_df, requested_year, ylabel="Number of Teachers / Population", main_dimension = "Teachers by Educational Qualification", sub_dimension=teachers_qualification)
-    return render_template('teachers.html', trend_teachers=trend_teachers, distribution_teachers_by_category=distribution_teachers_by_category, distribution_teachers_by_educational_qualification=distribution_teachers_by_educational_qualification, teachers_by_category_summary=teachers_by_category_summary, teachers_by_educational_qualification_summary=teachers_by_educational_qualification_summary, teachers_category=teachers_category, teachers_qualification=teachers_qualification)
+    return render_template('teachers.html', teachers_summary=teachers_summary, trend_teachers=trend_teachers, distribution_teachers_by_category=distribution_teachers_by_category, distribution_teachers_by_educational_qualification=distribution_teachers_by_educational_qualification, teachers_by_category_summary=teachers_by_category_summary, teachers_by_educational_qualification_summary=teachers_by_educational_qualification_summary, teachers_category=teachers_category, teachers_qualification=teachers_qualification)
 
 @app.route('/get_trend_for_schools', methods=['POST'])
 def get_trend_for_schools():
-    global form_value_to_main_dimension_mapping ,trend_schools, distribution_rural_schools_by_category, distribution_schools_by_category, schools_by_category_summary, rural_schools_by_category_summary, school_category, rural_school_category
+    global schools_summary, form_value_to_main_dimension_mapping ,trend_schools, distribution_rural_schools_by_category, distribution_schools_by_category, schools_by_category_summary, rural_schools_by_category_summary, school_category, rural_school_category
     main_dimension = form_value_to_main_dimension_mapping[request.form['type']]
     state_code = int(request.form['state_code'])
     trend_schools = "img/trend_{}_{}.jpeg".format(request.form['type'], state_code)
     total_enrolment_by_category(os.path.join(app.config['UPLOAD_FOLDER'], trend_schools), final_df, main_dimension, state_code, ylabel='Number of Schools')
-    return render_template('schools.html', trend_schools=trend_schools, distribution_schools_by_category=distribution_schools_by_category, distribution_rural_schools_by_category=distribution_rural_schools_by_category, schools_by_category_summary=schools_by_category_summary, rural_schools_by_category_summary=rural_schools_by_category_summary, school_category=school_category, rural_school_category=rural_school_category)
+    schools_summary = get_dimension_wise_summary(final_df, default_state_code, "School by Category")
+    return render_template('schools.html', schools_summary=schools_summary, trend_schools=trend_schools, distribution_schools_by_category=distribution_schools_by_category, distribution_rural_schools_by_category=distribution_rural_schools_by_category, schools_by_category_summary=schools_by_category_summary, rural_schools_by_category_summary=rural_schools_by_category_summary, school_category=school_category, rural_school_category=rural_school_category)
 
 @app.route('/get_distribution_of_schools_by_category', methods=['POST'])
 def get_distribution_of_schools_by_category():
-    global distribution_rural_schools_by_category, trend_schools, distribution_schools_by_category, schools_by_category_summary, rural_schools_by_category_summary, school_category, rural_school_category
+    global schools_summary, schools_summarydistribution_rural_schools_by_category, trend_schools, distribution_schools_by_category, schools_by_category_summary, rural_schools_by_category_summary, school_category, rural_school_category
     school_category = form_value_to_sub_dimension_mapping[request.form['category']]
     requested_year = int(request.form['year'])
     distribution_schools_by_category = "img/distribution_schools_by_category_{}_{}.jpeg".format(request.form['category'], requested_year)
     schools_by_category_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_schools_by_category), final_df, requested_year, ylabel="Number of Schools / Population", main_dimension = "School by Category", sub_dimension=school_category)
-    return render_template('schools.html', trend_schools=trend_schools, distribution_schools_by_category=distribution_schools_by_category, distribution_rural_schools_by_category=distribution_rural_schools_by_category, schools_by_category_summary=schools_by_category_summary, rural_schools_by_category_summary=rural_schools_by_category_summary, school_category=school_category, rural_school_category=rural_school_category)
+    return render_template('schools.html', schools_summary=schools_summary, trend_schools=trend_schools, distribution_schools_by_category=distribution_schools_by_category, distribution_rural_schools_by_category=distribution_rural_schools_by_category, schools_by_category_summary=schools_by_category_summary, rural_schools_by_category_summary=rural_schools_by_category_summary, school_category=school_category, rural_school_category=rural_school_category)
 
 @app.route('/get_distribution_of_rural_schools_by_category', methods=['POST'])
 def get_distribution_of_rural_schools_by_category():
-    global distribution_rural_schools_by_category, trend_schools, distribution_schools_by_category, schools_by_category_summary, rural_schools_by_category_summary, school_category, rural_school_category
+    global schools_summary, distribution_rural_schools_by_category, trend_schools, distribution_schools_by_category, schools_by_category_summary, rural_schools_by_category_summary, school_category, rural_school_category
     rural_school_category = form_value_to_sub_dimension_mapping[request.form['category']]
     requested_year = int(request.form['year'])
     distribution_rural_schools_by_category = "img/distribution_rural_schools_by_category_{}_{}.jpeg".format(request.form['category'], requested_year)
     rural_schools_by_category_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_rural_schools_by_category), final_df, requested_year, ylabel="Number of Schools / Population", main_dimension = "Rural Schools", sub_dimension=rural_school_category)
-    return render_template('schools.html', trend_schools=trend_schools, distribution_schools_by_category=distribution_schools_by_category, distribution_rural_schools_by_category=distribution_rural_schools_by_category, schools_by_category_summary=schools_by_category_summary, rural_schools_by_category_summary=rural_schools_by_category_summary, school_category=school_category, rural_school_category=rural_school_category)
+    return render_template('schools.html', schools_summary=schools_summary, trend_schools=trend_schools, distribution_schools_by_category=distribution_schools_by_category, distribution_rural_schools_by_category=distribution_rural_schools_by_category, schools_by_category_summary=schools_by_category_summary, rural_schools_by_category_summary=rural_schools_by_category_summary, school_category=school_category, rural_school_category=rural_school_category)
 
 @app.route('/get_trend_for_classrooms', methods=['POST'])
 def get_trend_for_classrooms():
-    global form_value_to_main_dimension_mapping, trend_classrooms, distribution_classroom_by_condition, classroom_condition_summary, classroom_condition
+    global classrooms_summary, form_value_to_main_dimension_mapping, trend_classrooms, distribution_classroom_by_condition, classroom_condition_summary, classroom_condition
     state_code = int(request.form['state_code'])
     trend_classrooms = "img/trend_classrooms_{}.jpeg".format(state_code)
     total_classrooms_by_trend(os.path.join(app.config['UPLOAD_FOLDER'], trend_classrooms), final_df, state_code)
-    return render_template('classrooms.html', trend_classrooms=trend_classrooms, distribution_classroom_by_condition=distribution_classroom_by_condition, classroom_condition_summary=classroom_condition_summary,  classroom_condition=classroom_condition)
+    classrooms_summary = get_dimension_wise_summary(final_df, default_state_code, "Total Classrooms")
+    return render_template('classrooms.html', classrooms_summary=classrooms_summary, trend_classrooms=trend_classrooms, distribution_classroom_by_condition=distribution_classroom_by_condition, classroom_condition_summary=classroom_condition_summary,  classroom_condition=classroom_condition)
 
 @app.route('/get_distribution_of_classroom_conditions', methods=['POST'])
 def get_distribution_of_classroom_conditions():
-    global distribution_classroom_by_condition, trend_classrooms, classroom_condition_summary, classroom_condition
+    global classrooms_summary, distribution_classroom_by_condition, trend_classrooms, classroom_condition_summary, classroom_condition
     classroom_condition = form_value_to_sub_dimension_mapping[request.form['condition']]
     requested_year = int(request.form['year'])
     distribution_classroom_by_condition = "img/distribution_classroom_by_condition_{}_{}.jpeg".format(request.form['condition'], requested_year)
     classroom_condition_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_classroom_by_condition), final_df, latest_year, ylabel="Number of Classrooms / Population", main_dimension = "Total Classrooms", sub_dimension=classroom_condition)
-    return render_template('classrooms.html', trend_classrooms=trend_classrooms, distribution_classroom_by_condition=distribution_classroom_by_condition, classroom_condition_summary=classroom_condition_summary,  classroom_condition=classroom_condition)
+    return render_template('classrooms.html', classrooms_summary=classrooms_summary, trend_classrooms=trend_classrooms, distribution_classroom_by_condition=distribution_classroom_by_condition, classroom_condition_summary=classroom_condition_summary,  classroom_condition=classroom_condition)
 
 @app.route('/get_trend_for_schools_with_facilities', methods=['POST'])
 def get_trend_for_schools_with_facilities():
-    global form_value_to_main_dimension_mapping, trend_school_facilities, distribution_school_facility, school_facility_summary, school_facility
+    global facilities_summary, form_value_to_main_dimension_mapping, trend_school_facilities, distribution_school_facility, school_facility_summary, school_facility
     state_code = int(request.form['state_code'])
     trend_school_facilities = "img/trend_school_facilities_{}.jpeg".format(state_code)
     total_schools_for_facilities(os.path.join(app.config['UPLOAD_FOLDER'], trend_school_facilities), final_df, state_code)
-    return render_template('facilities.html', trend_school_facilities=trend_school_facilities, distribution_school_facility=distribution_school_facility, school_facility_summary=school_facility_summary,  school_facility=school_facility)
+    facilities_summary = get_dimension_wise_summary(final_df, default_state_code, "School Facilities")
+    return render_template('facilities.html', facilities_summary=facilities_summary, trend_school_facilities=trend_school_facilities, distribution_school_facility=distribution_school_facility, school_facility_summary=school_facility_summary,  school_facility=school_facility)
 
 @app.route('/get_distribution_of_school_facilities', methods=['POST'])
 def get_distribution_of_school_facilities():
-    global distribution_school_facility, trend_school_facilities, school_facility_summary, school_facility
+    global facilities_summary, distribution_school_facility, trend_school_facilities, school_facility_summary, school_facility
     school_facility = form_value_to_sub_dimension_mapping[request.form['facility']]
     requested_year = int(request.form['year'])
     distribution_school_facility = "img/distribution_school_facility_{}_{}.jpeg".format(request.form['facility'], requested_year)
     school_facility_summary = statewise_distribution(os.path.join(app.config['UPLOAD_FOLDER'], distribution_school_facility), final_df, latest_year, ylabel="Number of Schools / Population", main_dimension = "School Facilities", sub_dimension=school_facility)
-    return render_template('facilities.html', trend_school_facilities=trend_school_facilities, distribution_school_facility=distribution_school_facility, school_facility_summary=school_facility_summary,  school_facility=school_facility)
+    return render_template('facilities.html', facilities_summary=facilities_summary, trend_school_facilities=trend_school_facilities, distribution_school_facility=distribution_school_facility, school_facility_summary=school_facility_summary,  school_facility=school_facility)
 
 if __name__ == "__main__":
     app.run()
\ No newline at end of file

templates/classrooms.html

@@ -38,7 +38,7 @@
             <div class="cards">
                 <div class="card">
                     <div class="box">
-                        <h1>2194</h1>
+                        <h1>{% print(classrooms_summary['total']) %}</h1>
                         <h3>Classrooms</h3>
                     </div>
                     <div class="icon-case">
@@ -47,7 +47,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>53</h1>
+                        <h1>{% print(classrooms_summary['good']) %}</h1>
                         <h3>Good Condition</h3>
                     </div>
                     <div class="icon-case">
@@ -56,7 +56,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>5</h1>
+                        <h1>{% print(classrooms_summary['minor_repair']) %}</h1>
                         <h3>Need Minor Repair</h3>
                     </div>
                     <div class="icon-case">
@@ -65,7 +65,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>150</h1>
+                        <h1>{% print(classrooms_summary['major_repair']) %}</h1>
                         <h3>Need Major Repair</h3>
                     </div>
                     <div class="icon-case">

templates/facilities.html

@@ -38,7 +38,7 @@
             <div class="cards">
                 <div class="card">
                     <div class="box">
-                        <h1>2194</h1>
+                        <h1>{% print(facilities_summary['enrolment_lt_50']) %}194</h1>
                         <h3>Enrolment &lt;= 50</h3>
                     </div>
                     <div class="icon-case">
@@ -47,7 +47,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>53</h1>
+                        <h1>{% print(facilities_summary['drinking_water']) %}3</h1>
                         <h3>Schools with Drinking Water</h3>
                     </div>
                     <div class="icon-case">
@@ -56,7 +56,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>5</h1>
+                        <h1>{% print(facilities_summary['girls_toilet']) %}</h1>
                         <h3>Schools with Girls' Toilet</h3>
                     </div>
                     <div class="icon-case">
@@ -65,7 +65,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>150</h1>
+                        <h1>{% print(facilities_summary['ramp']) %}50</h1>
                         <h3>Schools with Ramp</h3>
                     </div>
                     <div class="icon-case">
@@ -74,7 +74,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>53</h1>
+                        <h1>{% print(facilities_summary['single_classroom']) %}3</h1>
                         <h3>Single Classroom Schools</h3>
                     </div>
                     <div class="icon-case">
@@ -83,7 +83,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>5</h1>
+                        <h1>{% print(facilities_summary['single_teacher']) %}</h1>
                         <h3>Single Teacher Schools</h3>
                     </div>
                     <div class="icon-case">

templates/index.html

@@ -38,7 +38,7 @@
             <div class="cards">
                 <div class="card">
                     <div class="box">
-                        <h1>2194</h1>
+                        <h1>{% print(index_summary['students']) %}</h1>
                         <h3>Students</h3>
                     </div>
                     <div class="icon-case">
@@ -47,7 +47,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>53</h1>
+                        <h1>{% print(index_summary['teachers']) %}</h1>
                         <h3>Teachers</h3>
                     </div>
                     <div class="icon-case">
@@ -56,7 +56,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>5</h1>
+                        <h1>{% print(index_summary['schools']) %}</h1>
                         <h3>Schools</h3>
                     </div>
                     <div class="icon-case">
@@ -65,7 +65,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>150</h1>
+                        <h1>{% print(index_summary['classrooms']) %}</h1>
                         <h3>Classrooms</h3>
                     </div>
                     <div class="icon-case">

templates/schools.html

@@ -38,7 +38,7 @@
             <div class="cards">
                 <div class="card">
                     <div class="box">
-                        <h1>2194</h1>
+                        <h1>{% print(schools_summary['total']) %}</h1>
                         <h3>Schools</h3>
                     </div>
                     <div class="icon-case">
@@ -47,7 +47,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>53</h1>
+                        <h1>{% print(schools_summary['govt']) %}</h1>
                         <h3>Government</h3>
                     </div>
                     <div class="icon-case">
@@ -56,7 +56,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>5</h1>
+                        <h1>{% print(schools_summary['private']) %}</h1>
                         <h3>Private</h3>
                     </div>
                     <div class="icon-case">
@@ -65,7 +65,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>150</h1>
+                        <h1>{% print(schools_summary['others']) %}</h1>
                         <h3>Others</h3>
                     </div>
                     <div class="icon-case">

templates/students.html

@@ -38,7 +38,7 @@
             <div class="cards">
                 <div class="card">
                     <div class="box">
-                        <h1>2194</h1>
+                        <h1>{% print(students_summary['total']) %}</h1>
                         <h3>Students</h3>
                     </div>
                     <div class="icon-case">
@@ -47,7 +47,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>53</h1>
+                        <h1>{% print(students_summary['govt']) %}</h1>
                         <h3>Government</h3>
                     </div>
                     <div class="icon-case">
@@ -56,7 +56,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>5</h1>
+                        <h1>{% print(students_summary['private']) %}</h1>
                         <h3>Private</h3>
                     </div>
                     <div class="icon-case">
@@ -65,7 +65,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>150</h1>
+                        <h1>{% print(students_summary['others']) %}</h1>
                         <h3>Others</h3>
                     </div>
                     <div class="icon-case">

templates/teachers.html

@@ -38,7 +38,7 @@
             <div class="cards">
                 <div class="card">
                     <div class="box">
-                        <h1>2194</h1>
+                        <h1>{% print(teachers_summary['total']) %}</h1>
                         <h3>Teachers</h3>
                     </div>
                     <div class="icon-case">
@@ -47,7 +47,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>53</h1>
+                        <h1>{% print(teachers_summary['govt']) %}</h1>
                         <h3>Government</h3>
                     </div>
                     <div class="icon-case">
@@ -56,7 +56,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>5</h1>
+                        <h1>{% print(teachers_summary['private']) %}</h1>
                         <h3>Private</h3>
                     </div>
                     <div class="icon-case">
@@ -65,7 +65,7 @@
                 </div>
                 <div class="card">
                     <div class="box">
-                        <h1>150</h1>
+                        <h1>{% print(teachers_summary['others']) %}</h1>
                         <h3>Others</h3>
                     </div>
                     <div class="icon-case">

utils.py

@@ -274,4 +274,57 @@ def total_schools_for_facilities_overall(output_filename, input_df):
     plt.ylabel('Number of Schools')
     plt.xlabel('Year')
     plt.savefig(output_filename)
-    plt.close(fig)
\ No newline at end of file
+    plt.close(fig)
+
+def get_index_summary(input_df):
+    latest_year = max(input_df['Year'])
+    students = sum(input_df[(input_df['Main_Dimension']=='Elementary Enrolment by School Category') & (input_df['Year']==latest_year)]['total'])
+    teachers = sum(input_df[(input_df['Main_Dimension']=='Teachers by School Category') & (input_df['Year']==latest_year)]['total'])
+    schools = sum(input_df[(input_df['Main_Dimension']=='School by Category') & (input_df['Year']==latest_year)]['total'])
+    classrooms = sum(input_df[(input_df['Main_Dimension']=='Total Classrooms') & (input_df['Year']==latest_year)]['total'])
+    return {
+        'students': int(students),
+        'teachers': int(teachers),
+        'schools': int(schools),
+        'classrooms': int(classrooms)
+    }
+
+def get_dimension_wise_summary(input_df, state_code, main_dimension):
+    latest_year = max(input_df['Year'])
+    df_fil = input_df[input_df['State_Code']==state_code]
+    total = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year)]['total'])
+    if main_dimension in ['Elementary Enrolment by School Category','Teachers by School Category','School by Category']:
+        govt = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Government')]['total'])
+        private = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Private')]['total'])
+        others = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Government')]['total'])
+        return {
+            'total': int(total),
+            'govt': int(govt),
+            'private': int(private),
+            'others': int(others)
+        }
+    elif main_dimension=='Total Classrooms':
+        good = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Good Condition')]['total'])
+        minor_repair = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Need Minor Repair')]['total'])
+        major_repair = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Need Major Repair')]['total'])
+        return {
+            'total': int(total),
+            'good': int(good),
+            'minor_repair': int(minor_repair),
+            'major_repair': int(major_repair)
+        }
+    else:
+        enrolment_lt_50 = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Enrolment <= 50')]['total'])
+        drinking_water = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Schools with Drinking Water')]['total'])
+        girls_toilet = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Schools with Girls\' Toilet')]['total'])
+        ramp = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Schools with Ramp')]['total'])
+        single_classroom = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Single Classroom Schools')]['total'])
+        single_teacher = sum(df_fil[(df_fil['Main_Dimension']==main_dimension) & (df_fil['Year']==latest_year) & (df_fil['Sub_Dimension']=='Single Teacher Schools')]['total'])
+        return {
+            'enrolment_lt_50': int(enrolment_lt_50),
+            'drinking_water': int(drinking_water),
+            'girls_toilet': int(girls_toilet),
+            'ramp': int(ramp),
+            'single_classroom': int(single_classroom),
+            'single_teacher': int(single_teacher)
+        }
\ No newline at end of file