Synthetic Data Updated

Author: the-bucket-rider

Dataset_Generation.py

@@ -15,7 +15,7 @@
 slides_per_topic = 5
 
 def generate_text(topic):
-    client = OpenAI(api_key='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')
+    client = OpenAI(api_key='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')
     n_keypoints = random.randint(1, 3)
     prompt = f"Your job is to generate a brief PPT presentation outline on {topic}. Your generation should contain exactly one slide, with {n_keypoints} keypoints. \
     Each key point should be concise, followed with a paragraph demonstrating the corresponding details, which should contain at most {length_constraint[n_keypoints - 1]} sentences. \
@@ -98,9 +98,9 @@ def latex_2_image(topic, index):
 def write_keypoints(topic, index, title, keypoints):
     with open(f"./Synthetic Dataset/Dataset/keypoints/{topic}_{index}.txt", "w+") as f:
         f.write(topic + "\n")
-        f.write(title + "\n")
+        f.write(title)
         for keypoint in keypoints:
-            f.write(keypoint + "\n")
+            f.write("\n" + keypoint)
 
 def handleRemoveReadonly(func, path, exc):
     '''Handle read-only files for Windows OS.'''
@@ -120,8 +120,8 @@ def handleRemoveReadonly(func, path, exc):
     os.mkdir("./Synthetic Dataset/Dataset_Generation/Latex")
     os.mkdir("./Synthetic Dataset/Dataset_Generation/Latex/aux_files")
     os.mkdir("./Synthetic Dataset/Dataset_Generation/pdfs")
-    os.mkdir("./Synthetic Dataset/Dataset_Generation/images")
-    os.mkdir("./Synthetic Dataset/Dataset_Generation/keypoints")
+    os.mkdir("./Synthetic Dataset/Dataset/images")
+    os.mkdir("./Synthetic Dataset/Dataset/keypoints")
 
     for j in tqdm(range(num_topics)):
         topic = topics[j]

Synthetic Dataset/Dataset/images/Business_0.png

@@ -0,0 +1,3 @@
+Business
+Understanding Market Trends
+Importance of Market Trends Analysis

Synthetic Dataset/Dataset/images/Business_1.png

@@ -0,0 +1,5 @@
+Business
+The Fundamentals of Achieving Business Success
+Importance of a well-defined business strategy
+Necessity of customer focus
+Role of innovation in business sustainability

Synthetic Dataset/Dataset/images/Business_2.png

@@ -0,0 +1,3 @@
+Business
+Effective Business Communication
+Importance of Clear and Concise Communication in Business

Synthetic Dataset/Dataset/images/Business_3.png

@@ -0,0 +1,4 @@
+Business
+The Importance of Strategic Planning in Business
+The significance of vision, mission, and values in defining strategic direction
+The value of a well-articulated business model

Synthetic Dataset/Dataset/images/Business_4.png

@@ -0,0 +1,4 @@
+Business
+Effective Business Strategies
+Importance of SWOT Analysis
+Value of Customer Satisfaction

Synthetic Dataset/Dataset/images/Culture_0.png

@@ -0,0 +1,3 @@
+Culture
+Understanding the Importance of Culture
+Culture as an integral part of human social structures and interactions.

Synthetic Dataset/Dataset/images/Culture_1.png

@@ -0,0 +1,3 @@
+Culture
+Understanding Culture
+Defining Culture

Synthetic Dataset/Dataset/images/Culture_2.png

@@ -0,0 +1,4 @@
+Culture
+Understanding the Concept of Culture
+Definition and Elements of Culture
+The Impact of Culture on Society

Synthetic Dataset/Dataset/images/Culture_3.png

@@ -0,0 +1,4 @@
+Culture
+Understanding the Complexity of Culture
+Definition and Importance of Culture
+Dynamic Nature of Culture

Synthetic Dataset/Dataset/images/Culture_4.png

@@ -0,0 +1,3 @@
+Culture
+Understanding the Essence of Culture
+Definition and Importance of Culture

Synthetic Dataset/Dataset/images/Diversity_0.png

@@ -0,0 +1,5 @@
+Diversity
+Understanding the Power of Diversity
+The concept of Diversity
+The Importance and Benefits of Diversity
+Fostering a Diverse Environment

Synthetic Dataset/Dataset/images/Diversity_1.png

@@ -0,0 +1,4 @@
+Diversity
+Understanding and Valuing Diversity
+The Significance of Diversity
+The Challenges and Solutions to Embrace Diversity

Synthetic Dataset/Dataset/images/Diversity_2.png

@@ -0,0 +1,4 @@
+Diversity
+Embracing Diversity in Our Society
+Significance of Diversity in the Society
+Benefits of Encouraging Diversity

Synthetic Dataset/Dataset/images/Diversity_3.png

@@ -0,0 +1,4 @@
+Diversity
+Understanding the Importance of Diversity
+Different Perspectives Enrich Problem-solving Process
+Diversity Enhances Cultural Competence and Global Understanding

Synthetic Dataset/Dataset/images/Diversity_4.png

@@ -0,0 +1,3 @@
+Diversity
+Understanding Diversity
+Importance and Benefits of Diversity.

Synthetic Dataset/Dataset/images/Education_0.png

@@ -0,0 +1,3 @@
+Education
+The significance of Quality Education
+The crucial role of education in personal and societal development

Synthetic Dataset/Dataset/images/Education_1.png

@@ -0,0 +1,5 @@
+Education
+An Overview of Modern Education System
+The Importance of Holistic Education
+The Innovation of Digital Learning
+The Challenges of Inclusion and Diversity

Synthetic Dataset/Dataset/images/Education_2.png

@@ -0,0 +1,5 @@
+Education
+Understanding the Importance of Education
+The Role of Education in Society
+Technological Integration in Education
+Challenges Faced by the Global Education Sector

Synthetic Dataset/Dataset/images/Education_3.png

@@ -0,0 +1,3 @@
+Education
+The Power of Education
+Education as a Tool for Social Change

Synthetic Dataset/Dataset/images/Education_4.png

@@ -0,0 +1,5 @@
+Education
+The Role and Impact of Education
+Importance of Education
+Influence of Technology on Education
+Challenges in the Educational Sector

Synthetic Dataset/Dataset/images/Entertainment_0.png

@@ -0,0 +1,4 @@
+Entertainment
+The Evolution of Entertainment
+Traditional forms of Entertainment to Digital Transformation
+Impact of Entertainment on Society

Synthetic Dataset/Dataset/images/Entertainment_1.png

@@ -0,0 +1,4 @@
+Entertainment
+Understanding the Role and Impact of Entertainment
+Importance of Entertainment in Society
+Impact of Digital Technology on Entertainment

Synthetic Dataset/Dataset/images/Entertainment_2.png

@@ -0,0 +1,3 @@
+Entertainment
+The Evolution of Entertainment
+The Dynamic Progression of Entertainment Mediums

Synthetic Dataset/Dataset/images/Entertainment_3.png

@@ -0,0 +1,5 @@
+Entertainment
+The Evolution of Entertainment
+Traditional Forms of Entertainment
+Modern Technology in Entertainment
+Future of Entertainment

Synthetic Dataset/Dataset/images/Entertainment_4.png

@@ -0,0 +1,3 @@
+Entertainment
+The Evolution of Entertainment
+The transformation of entertainment mediums over the centuries

Synthetic Dataset/Dataset/images/Entrepreneurship_0.png

@@ -0,0 +1,5 @@
+Entrepreneurship
+An Overview of Entrepreneurship
+Understanding Entrepreneurship
+Keys to Success in Entrepreneurship
+Challenges in Entrepreneurship

Synthetic Dataset/Dataset/images/Entrepreneurship_1.png

@@ -0,0 +1,5 @@
+Entrepreneurship
+Understanding Entrepreneurship 101
+Defining Entrepreneurship
+The Entrepreneurial Mindset
+Challenges and Opportunities in Entrepreneurship

Synthetic Dataset/Dataset/images/Entrepreneurship_2.png

@@ -0,0 +1,3 @@
+Entrepreneurship
+Core Concepts of Entrepreneurship
+Understanding the Entrepreneurial Mindset

Synthetic Dataset/Dataset/images/Entrepreneurship_3.png

@@ -0,0 +1,5 @@
+Entrepreneurship
+Foundations of Entrepreneurship
+Understanding Entrepreneurship
+Key Traits of Successful Entrepreneurs
+The Entrepreneurship Process

Synthetic Dataset/Dataset/images/Entrepreneurship_4.png

@@ -0,0 +1,5 @@
+Entrepreneurship
+Essential Aspects of Entrepreneurship
+Understanding Entrepreneurship
+The Role of Innovation
+Importance of Risk Management

Synthetic Dataset/Dataset/images/Environment_0.png

@@ -0,0 +1,4 @@
+Environment
+Understanding Our Environment
+The Importance of Biodiversity
+The Impact of Climate Change

Synthetic Dataset/Dataset/images/Environment_1.png

@@ -0,0 +1,3 @@
+Environment
+The Impact of Climate Change on Biodiversity
+Decline in biodiversity due to global warming.

Synthetic Dataset/Dataset/images/Environment_2.png

@@ -0,0 +1,5 @@
+Environment
+Understanding our Environment
+Importance of the Environment
+Impact of Human Activities
+Sustainable Solutions

Synthetic Dataset/Dataset/images/Environment_3.png

@@ -0,0 +1,4 @@
+Environment
+Understanding Our Environment
+The importance of Biodiversity
+The effects of Climate Change

Synthetic Dataset/Dataset/images/Environment_4.png

@@ -0,0 +1,4 @@
+Environment
+Understanding the Environmental Changes
+Climate Change
+Importance of Biodiversity

Synthetic Dataset/Dataset/images/Equality_0.png

@@ -0,0 +1,4 @@
+Equality
+Understanding Equality
+Definition and Importance of Equality
+Types of Equality

Synthetic Dataset/Dataset/images/Equality_1.png

@@ -0,0 +1,3 @@
+Equality
+Understanding the Concept of Equality
+Definition and Importance of Equality

Synthetic Dataset/Dataset/images/Equality_2.png

@@ -0,0 +1,3 @@
+Equality
+The Multidimensional Aspect of Equality
+Equality extends beyond mere similarity or sameness.

Synthetic Dataset/Dataset/images/Equality_3.png

@@ -0,0 +1,4 @@
+Equality
+Understanding the Principle of Equality
+Defining Equality
+Importance of Equality

Synthetic Dataset/Dataset/images/Equality_4.png

@@ -0,0 +1,5 @@
+Equality
+Understanding Equality
+Concept and Importance of Equality
+Equality vs. Equity
+Challenges to Achieving Equality

Synthetic Dataset/Dataset/images/Fashion_0.png

@@ -0,0 +1,4 @@
+Fashion
+The Influence and Evolution of Fashion
+The Cultural Impact of Fashion
+Sustainable Fashion

Synthetic Dataset/Dataset/images/Fashion_1.png

@@ -0,0 +1,5 @@
+Fashion
+The Ever-Evolving World of Fashion
+Historical Influence on Fashion
+Influence of Technology on Fashion
+Fashion as a Form of Self-Expression

Synthetic Dataset/Dataset/images/Fashion_2.png

@@ -0,0 +1,3 @@
+Fashion
+Evolution of Fashion Trends
+The cyclic nature of fashion trends

Synthetic Dataset/Dataset/images/Fashion_3.png

@@ -0,0 +1,5 @@
+Fashion
+The Intricacies of Fashion
+The Evolution of Fashion
+The Role of Fashion Designers
+The Impact of Fashion on Society

Synthetic Dataset/Dataset/images/Fashion_4.png

@@ -0,0 +1,5 @@
+Fashion
+An Overview of the World of Fashion
+Evolution of Fashion
+Significance of Fashion in Society
+Sustainability in Fashion

Synthetic Dataset/Dataset/images/Finance_0.png

@@ -0,0 +1,3 @@
+Finance
+Understanding the Concept of Compounding Interest
+The Power of Compounding Interest

Synthetic Dataset/Dataset/images/Finance_1.png

@@ -0,0 +1,3 @@
+Finance
+Understanding Financial Markets
+Definition and Types of Financial Markets

Synthetic Dataset/Dataset/images/Finance_2.png

@@ -0,0 +1,5 @@
+Finance
+Understanding the Basics of Finance
+Importance of Financial Management
+Key Financial Concepts
+Role of Financial Markets

Synthetic Dataset/Dataset/images/Finance_3.png

@@ -0,0 +1,4 @@
+Finance
+Fundamentals of Corporate Finance
+The Concept and Importance of Financial Management
+Understanding Financial Statements and Ratios

Synthetic Dataset/Dataset/images/Finance_4.png

@@ -0,0 +1,5 @@
+Finance
+Fundamentals of Finance
+Understanding Finance Concepts
+Importance of Financial Planning
+Introduction to Financial Markets

Synthetic Dataset/Dataset/images/Fitness_0.png

@@ -0,0 +1,3 @@
+Fitness
+Importance of Regular Exercise
+Benefits of Regular Physical Activity

Synthetic Dataset/Dataset/images/Fitness_1.png

@@ -0,0 +1,3 @@
+Fitness
+The Importance of Regular Physical Exercise for Wellbeing
+Regular Exercise Increases Lifespan and Physical Performance

Synthetic Dataset/Dataset/images/Fitness_2.png

@@ -0,0 +1,5 @@
+Fitness
+The Impact of Fitness on Overall Health
+Importance of Regular Physical Activity
+Variety and Balance in Fitness
+Correct Form and Technique

Synthetic Dataset/Dataset/images/Fitness_3.png

@@ -0,0 +1,4 @@
+Fitness
+The Fundamentals of Fitness
+The Importance of Regular Exercise
+Understanding the Different Components of Fitness

Synthetic Dataset/Dataset/images/Fitness_4.png

@@ -0,0 +1,5 @@
+Fitness
+The essentials of Fitness
+Importance of regular exercise
+Incorporating a balanced diet
+Importance of adequate rest

Synthetic Dataset/Dataset/images/Food_0.png

@@ -0,0 +1,4 @@
+Food
+The Impact of Food on Health and Economy
+The Role of Nutrition in Maintaining Optimal Health
+The Economic Significance of the Food Industry

Synthetic Dataset/Dataset/images/Food_1.png

@@ -0,0 +1,3 @@
+Food
+The Nutritional Value of Food
+Understanding the Nutritional Content of Different Foods

Synthetic Dataset/Dataset/images/Food_2.png

@@ -0,0 +1,5 @@
+Food
+Exploring the World of Food
+Cultural Significance of Food
+Impact of Food on Health
+Global Food Security Challenges

Synthetic Dataset/Dataset/images/Food_3.png

@@ -0,0 +1,5 @@
+Food
+The Fundamental Aspects of Food
+The Nutritional Value of Food
+The Role of Food in Culture
+The Environmental Impact of Food Production

Synthetic Dataset/Dataset/images/Food_4.png

@@ -0,0 +1,3 @@
+Food
+The Nutritional Value of Food
+Understanding the Importance of Balanced Nutrition

Synthetic Dataset/Dataset/images/History_0.png

@@ -0,0 +1,5 @@
+History
+Milestones in World History
+Birth of Democracy in Ancient Greece
+Renaissance Period and its Impact
+The Two World Wars and Their Aftermath