Natural Soda Consumer Infographics

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Natural Soda Consumers prefer better-for-you alternatives to regular and diet sodas. These consumers place importance on natural or real ingredients and are interested in seeing carbonated soft drinks with added benefits, such as protein, vitamins or minerals.

Daten & Analysen

NATURAL
SODA
CONSUMERS
QUICK DEFINITION:
Natural Soda Consumers prefer better-for-you alternatives
to regular and diet sodas.
These consumers place importance on natural or real
ingredients and are interested in seeing carbonated soft
drinks with added benefits, such as protein, vitamins or
minerals.
10%
20%
0
30%
13-17
• • •
•••
18-24 25-34 35-44 45-54 55-69
64%
FEMALE
42%
SINGLE
36%
WITH CHILDREN
FOODIES
177.9
ART
APPRECIATORS
144.0
BEAUTY &
WELLNESS AWARE
170.2
FASHION
LOVERS
140.0

NATURAL SODA CONSUMERS:
FOOD
THOUGHTFUL
EATERS
191.0POPULARITY
GRAINS &
PASTA
190.0POPULARITY
VISIT FOOD
RELATED
WEBSITES
30%
CLICK HERE TO SEE
TOP FOOD RELATED
WEBSITES

NATURAL SODA CONSUMERS:
ART
ART
APPRECIATORS
144.0
COMIC BOOK
READERS
172.3
MUSEUM &
ART GALLERIES
112.3
COLUMBUS
MUSEUM OF
MODERN ART
KNOW
MORE
FAVORITE MUSEUMS
DISCOVER THEIR
FAVORITE ARTISTS
DISCOVER THEIR
FAVORITE ART EVENTS

NATURAL SODA CONSUMERS:
FASHION LOVERS
EYEWEAR
153.3
HANDBAGS
& PURSES
160.2
ACCESSORIES
ADDICTED
187.5
• • • • • •
DISCOVER THEIR FAVORITE
RETAIL STORIES
CLICK HERE TO SEE THE FAVORITE
FASHION BRANDS

CONSUMER
INSIGHTS SUITE
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This project aims to predict whether a loan application will be approved or denied based on various factors such as applicant's income, credit score, loan amount, etc. Using a dataset containing historical loan application data, we employed machine learning algorithms to build a predictive model. The model was trained on features such as applicant's income, credit history, loan amount, loan term, and others. After training the model, we evaluated its performance using metrics like accuracy, precision, recall, and F1 score. The insights from this project can help financial institutions streamline their loan approval process and make informed decisions. Visit for more information: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/

Predicting Loan Approval: A Data Science Project

Boston Institute of Analytics

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This project demonstrates a machine learning approach to detecting credit card fraud using advanced algorithms and techniques. The project utilizes a dataset containing various features such as transaction amount, merchant location, time of transaction, and others to build a predictive model. The presentation covers data preprocessing steps, feature engineering techniques, and the selection of machine learning algorithms such as logistic regression or random forest. It also discusses model evaluation metrics and the importance of fraud detection in financial institutions for safeguarding against fraudulent activities. Visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/

Detecting Credit Card Fraud: A Machine Learning Approach

Boston Institute of Analytics

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