Documentation
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A practical introductory guide to exploratory data analysis in Python
The following presents a new guide to Exploratory Data Analysis (EDA) implemented in Python, which evolves and complements the version published in R in 2021. This update responds to the needs of an increasingly diverse community in the field of data...
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How to Create an Expert Assistant with Open Data: Building GPT to Answer the Critical Minerals Challenge
1. Introduction In the information age, artificial intelligence has proven to be an invaluable tool for a variety of applications. One of the most incredible manifestations of this technology is GPT (Generative Pre-trained Transformer),...
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Road to electrification: Deciphering electric vehicle growth in Spain through data analytics
1. Introduction Visualisations are graphical representations of data that allow to communicate, in a simple and effective way, the information linked to the data. The visualisation possibilities are very wide ranging, from basic representations such...
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Predictive analisys of electric consuption in the city of Barcelona
1. Introduction Visualizations are graphical representations of data that allow you to communicate, in a simple and effective way, the information linked to it. The visualization possibilities are very extensive, from basic representations such as...
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Analysis of travel networks in BICIMAD
1. Introduction Visualizations are graphical representations of data that allow the information linked to them to be communicated in a simple and effective way. The visualization possibilities are very wide, from basic representations, such as line,...
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Study on nutrition in spanish homes
1. Introduction Visualizations are graphical representations of data that allow the information linked to them to be communicated in a simple and effective way. The visualization possibilities are very wide, from basic representations, such as line,...
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Analysis of meteorological data using the "ggplot2" library
1. Introduction Visualizations are graphical representations of data that allow the information linked to them to be communicated in a simple and effective way. The visualization possibilities are very wide, from basic representations, such as a line...
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Generating personalized tourist map with "Google My Maps"
1. Introduction 2. Objective 3. Resources 3.1. Datasets 3.2. Tools 4. Data processing and preparation 5. Data enrichment 6. Map visualization 6.1. Map generation with "Google My Maps" 6.2. Personalization of the information to be...
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Analysis of toxicological findings in road traffic accidents
1. Introduction 2. Objetive 3. Resources 3.1. Datasets 3.2. Tools 4. Data processing or preparation 5. Generating visualizations 5.1. Fleet of vehicles registered by Autonomous Communities and by type of vehicle 5.2. Ratio of...
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Analysis of the state and evolution of the national water reservoirs
1. Introduction 2. Objetives 3. Resources 3.1. Datasets 3.2. Tools 4. Data enrichment 5. Data pre-processing 6. Data visualization 6.1. Geographic location and main information on each reservoir 6.2. Water reserve between the years...
