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followers: 2.0 following: 10.0 repos: 26.0 gists: 0.0

Name: Flora Matos

Type: User

Bio: Data Scientist | Quantitative Researcher

Location: San Francisco, CA

Blog: https://www.linkedin.com/in/floramatos/

Flora Matos's Projects

amazon_vine_analysis

An exploratory analysis of Amazon toy review ratings and Vine membership status

belly_button_biodiversity

The main goal of the present project was to create a HTML page for users to explore a dataset.

bikesharing

Getting insights from bike-sharing data via Tableau.

college_entrance_exam

an analysis of the scores in the Brazilian college entrance exam, ENEM, for the 2019 and 2020

credit_risk_analysis

Training and evaluating supervised machine learning models for the prediction of credit card risk.

cryptocurrencies

Using unsupervised ML techniques to group cryptocurrencies into meaningful clusters.

data-screencasts

Code from live exploratory analyses of data in R

dataiku-contrib

Public repository for DSS plugins

election_analysis

A python script for analysis of election data

fellowship-challenges

Fellowship Challenges - Debug problem

kickstarter-analysis

Analysis on Kickstarter data

mapping_earthquakes

Facilitating the visualization of earthquake data by using Leaflet.js to populate a geographical map with GeoJSON earthquake data.

mechacar_statistical_analysis

A linear regression model was conducted in R to predict the performance of vehicle prototypes.

mission-to-mars

Data related to the Mission to Mars was retrieved using a Flask web application, stored in a MongoDB database and visualized in a HTML page.

movies-etl

An ETL pipeline was created to extract, transform and load data about movies from three sources(wikipedia, kaggle, MovieLens) to a PostgreSQL movie database.

neural_network_charity_analysis

Predicting whether applicants to a charity fund will be successful if funded.

pewlett-hackard-analysis

Predicting and Managing Employee Turnover through Data Analysis

predict_house_prices

Feature Engineering for House Prices Prediction

pyber_analysis

Improving ride share services through data-based decision-making

school_district_analysis

An Analysis of School District Data using Python, Pandas, Anaconda and Jupyter Notebook

stock-analysis

An Excel/VBA analysis of Wall Street Data

surfs_up

An analysis of weather data with the goal of facilitating business decision-making.

ufos

Data related to UFOs sightings was organized into a HTML page that can facilitate data analysis by taking users' input and returning filtered data.

ukraine_war_sentiment_analysis

Descriptive and Machine Learning Analyses of twitter users’ sentiments about the war in Ukraine.

world_weather_analysis

Using Weather Data in Vacation Decision-Making

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

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