Healthy Living Presentation

Presentation

100 Healthiest Foods: Nutrition and Origin

Callista Tanago

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Abstract

This analysis explores the “100 Healthiest Foods: Nutrition and Origin” dataset, leveraging machine learning and data analytics to deepen our understanding of nutrient-dense foods around the world. The study uses classification and clustering algorithms to identify patterns in nutrient content and health benefits, mapping these insights to geographic and cultural contexts. Additionally, the project incorporates a comprehensive literature review of functional foods, health-promoting dietary patterns, and the impact of cultural diversity on nutritional choices. The findings from this analysis aim to inform public health recommendations, highlight market trends in functional foods, and support strategies focused on sustainability in food production and safety.

Index

Machine Learning Model

Introduction

Business Problem

Unsupervised Learning

Goals

Supervised Learning

Benefits

Model Evaluation

Data Collection

Correlation Matrix

Data Assesment

Word Cloud

Data Cleaning

Summary

Exploratory Data Analysis

References

Introduction

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Dataset Name: 100 Healthiest Foods: Nutrition and OriginKey Attributes: Calories, Protein, Fiber, Vitamin C, Antioxidant Scores, Regional Origin Purpose: Analyzing the relationship between nutrition, health benefits, and cultural significance.

DA T A S E T

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What you read: interactivity and animation can turn the most boring content into something fun. At Genially, we use AI (Awesome Interactivity) in all our designs, so you can level up with interactivity and turn your content into something that adds value and engages. Do you need more reasons to create dynamic content? Well: 90% of the information we assimilate comes through sight, and we also retain 42% more information when the content moves.

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When making a presentation, there are two objectives to pursue: convey information and avoid yawns. To achieve this, it can be a good practice to create an outline and use words that stick in your audience's mind. If you want to provide additional information or develop the content in more detail, you can do so through your oral presentation. We recommend that you train your voice and rehearse: the best improvisation is always the most practiced! Showing enthusiasm, flashing a smile, and maintaining eye contact with your audience can be your best allies when telling stories that excite and spark the audience's interest: 'The eyes, chico. They never lie.' This will help you make a 'match' with your audience.

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Structure your content

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We better capture visual content. Visual content is associated with cognitive and psychological mechanisms. Things come through the eyes; the first image is what counts. We associate visual content with emotions.

STEP 5

STEP 4

STEP 3

STEP 2

STEP 1

20XX

Plan

Your content is liked, but it only engages if it is interactive. Capture your audience's attention with an interactive photograph or illustration.

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Structure

Your content is liked, but it only engages if it is interactive. Capture your audience's attention with an interactive photograph or illustration.

Timeline

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Your content is liked, but it only engages if it is interactive. Capture your audience's attention with an interactive photograph or illustration.

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Communicate

Your content is liked, but it only engages if it is interactive. Capture your audience's attention with an interactive photograph or illustration.

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Surprise

Your content is liked, but it only engages if it is interactive. Capture your audience's attention with an interactive photograph or illustration.

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Plan

Your content is liked, but it only engages if it is interactive. Capture your audience's attention with an interactive photograph or illustration.

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Structure

Your content is liked, but it only engages if it is interactive. Capture your audience's attention with an interactive photograph or illustration.

For a great timeline…

• Plan the content
• Design how to visualize it
• Surprise your audience

20XX

Design

Your content is liked, but it only engages if it is interactive. Capture your audience's attention with an interactive photograph or illustration.

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Communicate

Your content is liked, but it only engages if it is interactive. Capture your audience's attention with an interactive photograph or illustration.

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Surprise

Your content is liked, but it only engages if it is interactive. Capture your audience's attention with an interactive photograph or illustration.

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Processes

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We need to interact with each other. We learn collaboratively.

We tell thousands and thousands of stories. ⅔ of our conversations are stories.

We are capable of understanding images from millions of years ago, even from other cultures.

A great presentation…

• It represents data with graphics.
• It uses timelines.
• It is animated and interactive.
• It evokes emotion through multimedia elements.
• It does not overdo the bullet points 🙃​.

• It is clear and structured.
• It tells stories hierarchically.
• It matches your audience.
• It adapts the fonts and colors to the theme.
• It includes images and entertains.

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Icons

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phase 1

Telling stories with order and hierarchy is essential.

Icons are always good allies.

phase 4

phase 2

And add a topping: give it interactivity and animation.

Make the numbers stories with graphics.

Icons

Measure results and experiment.

Create experiences with your content.

Make your audience remember the message.

Engage and surprise your audience.

Create experiences with your content.

It has a WOW effect. Very WOW.

Audio

A presentation is NOT WOW when it is boring and you see that drowsiness takes over your audience because no one has understood anything.

When you make a WOW presentation, you turn interactivity and animation into allies, and all you hear is applause.

When you make a boring presentation, all you hear is the snoring of your audience, and there is so much text that not even an image can fit.

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Conclusions

When making a presentation, there are two objectives to pursue: to convey information and to avoid yawns. To achieve this, it can be a good practice to create an outline and use words that are etched in your audience's memory.

Do you need more reasons to create dynamic content? Well: 90% of the information we assimilate comes through our sight and, additionally, we retain 42% more information when the content moves.

With Genially templates, you can include visual resources to leave your audience in awe. You can also highlight a specific phrase or fact that sticks in your audience's memory and even embed external content that surprises: videos, photos, audios... Whatever you want!

'Your content is liked, but it engages much more if it is interactive'-Genially

Thank youWrite a great farewell for your audience

The "100 Healthiest Foods: Nutrition and Origin" dataset helps analyze the links between nutrition, food culture, and sustainability. Using machine learning, we can classify nutrient-rich foods, uncover dietary patterns, and predict health benefits. This approach, alongside a literature review, provides insights for improving public health, promoting sustainable food production, and addressing global food security challenges.

STEP 4

Do you need more reasons to create dynamic content? Well: 90% of the information we absorb comes to us through sight, and we retain 42% more information when the content is moving.

Here you can put a highlighted title

Do you need more reasons to create dynamic content? Well: 90% of the information we absorb comes through sight, and we retain 42% more information when the content is moving.

Here you can put a highlighted title

Do you need more reasons to create dynamic content? Well: 90% of the information we absorb comes through sight, and we also retain 42% more information when the content is moving.

STEP 1

Do you need more reasons to create dynamic content? Well: 90% of the information we absorb comes to us through sight, and we retain 42% more information when the content is moving.

STEP 5

Do you need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight, and we retain 42% more information when the content is moving.

STEP 2

Do you need more reasons to create dynamic content? Well: 90% of the information we absorb comes to us through sight, and we retain 42% more information when the content is moving.

Here you can put a highlighted title

Do you need more reasons to create dynamic content? Well: 90% of the information we absorb comes through our sight, and we retain 42% more information when the content is moving.

Here you can put a highlighted title

Do you need more reasons to create dynamic content? Well: 90% of the information we absorb comes through our sight, and we retain 42% more information when the content is moving.

Here you can put a highlighted title

Do you need more reasons to create dynamic content? Well: 90% of the information we absorb comes to us through sight, and we retain 42% more information when the content is moving.

Here you can put a highlighted title

Do you need more reasons to create dynamic content? Well: 90% of the information we absorb comes through sight, and we retain 42% more information when the content is in motion.

STEP 3

Do you need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight, and we retain 42% more information when the content is moving.