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Gabriel López Vinielles

Database Data | Leaves Environment | Flask Chemistry

I'm a Psychologist, Environmental Scientist and Data Scientist with a strong drive towards data manipulation, analisation and presentation. I'm passionate about discovering new tools, features, languages and frameworks and using them to unlock and shed light on the endless secrets hidden in data.

Languages, frameworks and packages

Extraction


PostgreSQL BeautifulSoup Pandas Numpy PowerQuery


Tranformation


Pandas Scikit-learn PowerQuery


Reporting


Matplotlib Seaborn Plotly Dash Streamlit


Quarto Jupyter Power BI Javascript React


Gabriel López's Projects

django-iso14001 icon django-iso14001

A django app to analyze company data regarding the ISO 14001 environmental management systems certification. The app uses a postgreSQL backend and the django-restframework library to generate a REST API and connect the data to the javascript frontend.

excel-fake-gen-20000 icon excel-fake-gen-20000

Excel dashboard generated from 20000 rows of demographic data generated with the faker and pandas packages in python.

excel-fakegen-50000 icon excel-fakegen-50000

Excel dashboard generated from 50000 rows of demographic data generated with the faker and pandas packages in python.

ipynb-fc-taxi icon ipynb-fc-taxi

This project consist of the definition of a time series ARIMAX model from NYC taxi fares data to forecast 100 instants in the future.

ipynb-netflix icon ipynb-netflix

A PostgreSQL/python analysis of the Netflix database available in datacamp's datalab. Since the SQL database is only available for datalab registered users, this is a merely static project, and the notebook cells can't be rerun.

ipynb-rndforest-wine icon ipynb-rndforest-wine

This project focuses on analysing the performance of various Machine Learning models available in python's scikit-learn package when trying to predict wine classification

js-bg-color icon js-bg-color

A CSS/HTML/JS project with a default random color generator on a header and button that generates random background colors on the click of a button

os-file-retrieval icon os-file-retrieval

A pathlib/os based python script to retrieve data from the files present in the path provided and it's inmediate subdirectories.

python-api-spotify icon python-api-spotify

A scrypt to retrieve data from the spotify API and generate a csv file with the top 50 songs by country

python-bs4-quotes icon python-bs4-quotes

A web-scraping project to retrieve quotes (text and author) for each of the main tags of the webpage quotestoscrape and generate a .csv file from a pandas DataFrame.

python-demo icon python-demo

This is a python project that generates a PostgreSQL database using python's psycopg package and populates it using, among other, tools, python's numpy package.

python-knn-cancer icon python-knn-cancer

Descriptive Analysis of breast tumors variables and machine learning model to predict and classify diagnosis.

python-knn-iris icon python-knn-iris

Custom K Nearest Neighbors Model generation and statystical description app.

python-pollution-global icon python-pollution-global

Global analysis of fundamental environmental variables app. Includes the treatment and display of weather variables, as well as pollutants and deaths across the globe.

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