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alchemyapi-recipes-twitter

A simple example application that will connect to the Twitter API, run a search, gather tweets, and then calculate the sentiment of each Tweet using AlchemyAPI's text analysis functions for sentiment analysis.

analysing-stock-market-movements-using-twitter-sentiment-analysis

Stock market prediction is the method of trying to determine the future value of publically listed company stock traded on an exchange. The successful prediction of a stock's future price could yield significant profit. Stock market prediction is one of the most important issues to be investigated. Quarrying tweets and time series concurrently, such as predicting the movements of stock prices based on the content of Twitter corpus, is an emerging topic in Machine Learning.

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

bokeh

Interactive Web Plotting for Python

caffe

Caffe: a fast open framework for deep learning.

caravel

Caravel is a data exploration platform designed to be visual, intuitive, and interactive

d3

A JavaScript visualization library for HTML and SVG.

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

datascienceresources

Open Source Data Science Resources.

deeppy

Deep learning in Python

donorschoose_visualization

folium

Python Data. Leaflet.js Maps.

hol-azure-machine-learning

Introduction to Machine Learning and Azure Machine Learning Services. Hands on labs to show Azure Machine Learning features, developing experiments, feature engineering, R and Python Scripting, Production stage, publishing models as web service, RRS and BES usage

json2csv

Converts JSON files to CSV (pulling data from nested structures). Useful for Mongo data

leaflet

:leaves: JavaScript library for mobile-friendly interactive maps

learndatascience

Open Content for self-directed learning in data science

mining-twitter-data-for-sentiment-analysis

Sentiment Analysis using tweepy,NLTK and Textblob

mining_twitter

R scripts describing several options to do twitter analysis in R

mlalgorithms

Minimal and clean examples of machine learning algorithms

mocha.jl

Deep Learning framework for Julia

mpld3

D3 Renderings of Matplotlib Graphics

multiplestocksplotter

A stocks plotter to visualize multiple stocks in the same chart, with separated y axes.

netgame

nltk-python

Pull Twitter feeds and score sentiment of tweets; then use training set to classify tweets. Also visualize the frequency of unigrams, bigrams and other ngrams, as well as stemming & lemmatization effects. Much of this is a focus on feature engineering

nltk-sentiment-analysis-twitter

nodejs-leaflet-eventstreams

mapping tweets real time using the streaming location api

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning