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Fernando Ruiz's Projects

nlp-in-practice icon nlp-in-practice

Full working examples in Python with accompanying dataset for Text Mining & NLP. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, word count with pyspark, simple text preprocessing, accessing pre-trained embeddings and more.

nltk_keywords icon nltk_keywords

A sample part of a natural language analysis script used to identify SEO keywords

notebooks icon notebooks

Machine learning notebooks in different subjects optimized to run in google collaboratory

osrframework icon osrframework

OSRFramework, the Open Sources Research Framework is a AGPLv3+ project by i3visio focused on providing API and tools to perform more accurate online researches.

python-google-seo icon python-google-seo

Uses python to scrape google for any set of keywords and analyses the combinations available to help rank new pages for that keyword

resume-builder icon resume-builder

The goal of this script is to identify the frequency and importance of key words related to a job you want to apply to

scan icon scan

A crawler that examines websites for technical and linguistic indicators

screaming-frog-shingling icon screaming-frog-shingling

Uses Screaming Frog Internal HTML with text extraction along with a shingling algorithm to compare content duplication across the pages of a crawled site.

search-engine-optimization icon search-engine-optimization

Ran data analysis on product category performance in collaboration with SEO team. Using Rank Data, Business Data and Organic CTR created monthly reports to lay emphasis on focus areas and to improve performance for coming months. Calculated near term ROI on basis of estimates for revenue and keyword ranks using the Pandas and Numpy libraries in Python. Using calculated ROI created a priority list for categories for improving their organic rankings in near future.

social icon social

Discover the social media accounts of your favorite websites

textrank-keyword-extraction icon textrank-keyword-extraction

Keyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and other techniques.

trumptwitteranalysis icon trumptwitteranalysis

Use machine learning (word2vec, LSI, LDA, NB, etc) to analysis Donald Trump's tweets. Based on Python.

twint icon twint

An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.

wordpress icon wordpress

WordPress, Git-ified. Synced via SVN every 15 minutes, including branches and tags! This repository is just a mirror of the WordPress subversion repository. Please do not send pull requests. Submit patches to https://core.trac.wordpress.org/ instead.

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