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DataCleaning.py
GeoPython-folium.ipynb
README.md
Scikit-learn-webinar.ipynb
SentimentAnalysis.py
airports.csv
generate-csv-tweets.py
jupyter-notebooks.ipynb
movie_metadata.csv
twkeys.py
wordcloud.py

README.md

WWCodeMedellin

Code used in Meetups

Python

  • Generate .csv Tweets: Extract tweets form API and put them in a .csv file.
  • SentimentAnalysis: Code to download twitter stream and make sentiment analysis over it.
  • WordCloud: Code to create Word Cloud analysis over twitter data stored in csv.
  • DataCleaning: Using pandas to clean a movies dataset
  • Jupyter Notebooks: Example code of some uses of Jupyter Notebooks integrating other platforms. Code from Plot.ly Jupyter Notebook Tutorial in Python
  • Scikit-Learn: Using Scikit-Learn library for model training and testing. Code from Python Data Science Handbook with some corrections
  • Geo located data using Folium: Show datasets with geolocated data in maps. Code from An Introduction to Geo Data Science with Python with some changes

Python Video Tutorials (Spanish)

Geo located data using Folium

Geo located data using Folium

Scikit-Learn

Scikit-Learn

Jupyter Notebooks

Jupyter Notebooks

Dataset Cleaning

Dataset Cleaning

Word Cloud from Twitter Data

Word Cloud from Twitter Data

Sentiment Analysis

Sentiment Analysis

Consuming Data from Twitter

Consuming Data from Twitter

Random Data Generation

Random Data Generation

Reading Data Files with Pandas

Reading Data Files with Pandas

Basic Data Graphics

Basic Data Graphics

Intro to Data Science

Intro to Data Science