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pydata-docker-tutorial

Tutorial given at PyData LA 2018

python-patterns

A collection of design patterns/idioms in Python

python-web-scraping-

When performing data science tasks, it's common to want to use data found on the internet. You'll usually be able to access this data in csv format, or via an Application Programming Interface (API). However, there are times when the data you want can only be accessed as part of a web page. In cases like this, you'll want to use a technique called web scraping to get the data from the web page into a format you can work with in your analysis.

python-youtube-api

A basic Python YouTube v3 API to fetch data from YouTube using public API-Key without OAuth

qgrid

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

r-recipes

R Recipes

robyn

Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.

scrape-youtube-comments

Using automation with Selenium to collect dynamically generated web content (youtube comments)

senti-py

A sentiment Analysis classifier in spanish

sentiment-analysis-with-hotel-reviews

Sentiment analysis and text classification with Python

shap

A game theoretic approach to explain the output of any machine learning model.

springer_free_books

Python script to download all Springer books released for free during the 2020 COVID-19 quarantine

starbucks-customer-segmentation

Udacity Data Science Nanodegree Capstone

twitter-emotion-recognition

Models for predicting emotions from English tweets.

twitter_sentiment_analysis_part7

Twitter sentiment analysis part 7: Phrase modeling + Doc2Vec

udemy-scala-beginners

word_cloud

Python word cloud library for use within Jupyter notebook and Python apps.

youtube

youtube-meta-data-comments-scraper

Python scripts to scrape Metadata and Comments of Youtube Videos