Posts

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Master thesis experience in data science

Master thesis about inventory planning using time series forecasting at scale.

Andrés Camargo

Andrés Camargo

2 min read
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Antonia Mercé, the power of geospatial visualization

Displaying an entire artistic life using interactive maps, for Bank March Foundation.

Andrés Camargo

Andrés Camargo

1 min read
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Coverage and redistribution of Colombian Health System

Analysis of the coverage and distribution of resources of the system, using visual tools.

Tags: Ggplot, Maps
Andrés Camargo

Andrés Camargo

2 min read
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ML and statistical classification models

Identifying energy-efficient buildings in New York City

Andrés Camargo

Andrés Camargo

6 min read
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Energy demand forecasting using time series

Comparing ARIMA and Prophet models for demand forecasting.

Tags: Python, Pandas
Andrés Camargo

Andrés Camargo

2 min read
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Sentiment analysis in large volumes of text data

Creating an automated sentiment analysis classifier to determine the polarity of the texts.

Andrés Camargo

Andrés Camargo

4 min read
Exploratory Data Analysis - Laptops market

Cleaning and analyzing the dataset to summarize its main characteristics, applying transformations and employing data visualization tools.

Tags: R, Statistics
Andrés Camargo

Andrés Camargo

7 min read
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Leveraging insights with Power BI

Achieving a good quality Power BI report requires previous preprocessing steps to refine our data.

Andrés Camargo

Andrés Camargo

3 min read
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Scraping coral reef data from a JS website

Web scraping an interactive coral reef data repository to capture relevant worldwide info.

Tags: Selenium, XML, HTML
Andrés Camargo & Edgar Chicurel

Andrés Camargo & Edgar Chicurel

3 min read
Satellite images defy economic data of authoritarian regimes

Highly customized visualization project that compares official GDP against satellite-based estimation of GDP, across 103 countries.

Andrés Camargo

Andrés Camargo

4 min read