R
- Election 2016: Tracking Emotions with R and Python
- Plotting individual observations and group means with ggplot2
Linkdump #15
Linkdump #14
R
- Make tilegrams in R with tilegramsR
- Eight (not 10) things an R user will find frustrating when trying to learn Python
- The Grammar of Graphics and Radar Charts
- Creating Interactive Plots with R and Highcharts
Python
- Solving Performance Problems in the Django ORM
- Upgrading Django
- urlwatch – A tool for monitoring webpages for updates
Interesting articles, projects and news
Linkdump #13
R
- Introducing text2vec 0.4
- Mapping (historic) tracks in ggplot2
- Make ggplot graphics2 interactive with ggiraph
- Animate maps with mapmate: R package for map- and globe-based still image sequences
- RTutor: The effect of air pollution on house prices
- corrr 0.2.1 now on CRAN
- Moving from R to Python: The Libraries You Need to Know
Python
- Podcast.init: Episode 78 – Lorena Mesa
> One of the great strengths of the Python community is the diversity of backgrounds that our practitioners come from.
> This week Lorena Mesa talks about how her focus on political science and civic engagement led her to a career in
> software engineering and data analysis. In addition to her professional career she founded the Chicago chapter of
> PyLadies, helps teach women and kids how to program, and was voted onto the board of the PSF. - 27 Jupyter Notebook tips, tricks and shortcuts
- Moving from R to Python: The Libraries You Need to Know
- pysheet – Python Cheatsheets
Interesting articles, projects and news
Linkdump #12
Python
- A Dramatic Tour through Python’s Data Visualization Landscape (including ggplot and Altair)
- pandas 0.19.0 has been released
- Working with SQLite Databases using Python and Pandas
- dfply: dplyr-style piping operations for pandas dataframes
- How to retrieve photo metadata in Python
R
- ourworldindata: an R data package
- Import data to R from SAS, SPSS and Stata with Haven
- ggplot2 2.2.0 coming soon!
- Analyzing the first Presidential Debate
- Visualizing the Daily Variability of Bitcoin with Quandl and Highcharts
- Network visualization – part 6: D3 and R (networkD3)
- R Notebooks
- Text Mining in R and Python: 8 Tips To Get Started
- All the R Ladies
Linkdump #11
Python
- Interpreting and Visualizing Neural Networks for Text Processing
- Generating Faces with Deconvolution Networks
- Asynchronous Python
- Introducing GeoViews — a new Python library that makes it easy to explore and visualize geographical, meteorological, oceanographic, weather, climate, and other real-world data
- OCR with Django and Tesseract
- Testing, for people who hate testing
- Channels adopted as an official Django project
- Python 3.6 dict becomes compact and gets a private version; and keywords become ordered
- Machine Learning in a Year
- Dask and Celery — This post compares two Python distributed task processing systems, Dask.distributed and Celery
- Working with streaming data: Using the Twitter API to capture tweets
- Real-world data cleanup with Python and Pandas
- py_d3 – D3 block magic for Jupyter notebook.
- Dark Web OSINT Series
R
- Radial Stacked Area Chart in R using Plotly
- Analyzing World Bank data with WDI, googleVis Motion Charts
- Clustering using the ClusterR package
- Hunspell 2.0: High-Performance Stemmer, Tokenizer, and Spell Checker for R
- GoodReads: Webscraping and Text Analysis with R (Part 1)
Interesting articles, projects and news
- Did Wages Detach from Productivity in 1973? An Investigation (using R)
- Book Review: Weapons of Math Destruction – A Data Scientist’s Guide to Disarmament
- Learning Statistics on Youtube
- A Technical Primer On Causality
- THE NEURAL NETWORK ZOO
- 17 places to find datasets for data science projects
- Record-breaking DDoS reportedly delivered by >145k hacked cameras
Linkdump #10
Python related
- jellyfish – a python library for doing approximate and phonetic matching of strings
- Regression in Python using R-style formula – it’s easy!
- Page dewarping
- Handy Python Libraries for Formatting and Cleaning Data
R related
- Analysis of the #7FavPackages hashtag (Twitter analysis example)
- Python style logging in R
- stringr 1.1.0
Interesting articles, projects and news
- Mit Satellitenbildern und maschinellem Lernen gegen Armut
- Linux turns 25, is bigger and more professional than ever
- 0.1 + 0.2 = 0.30000000000000004 — Floating Point Math
- Persistent Surveillance Systems has been watching Baltimore for months
- Behold the octobot—a fully autonomous, soft-bodied robot
- Verfälschte Tabellen: Excel bereitet Genforschern Probleme
Linkdump #9
Linkdump #8
R related
- Interactive, Illustrator-quality graphics with R
- Map the Life Expectancy in United States with data from Wikipedia
- readr 1.0.0 is now available on CRAN. readr makes it easy to read many types of rectangular data, including csv, tsv and fixed width files
- Data Science Live Book
- R Packages for Data Access
- Plotting background data for groups with ggplot2
Python related
Interesting articles, projects and news
Linkdump #7
Python related
- A Simple Intro to Web Scraping with Python
- Django 1.10 released
- Reading ASCII file in Python3.5 is 2-3x faster as bytes than string
- datetime vs Arrow vs Pendulum vs Delorean vs udatetime
Interesting articles, projects and news
Linkdump #6
Python
- Analyzing and Visualizing Big Data Interactively on Your Laptop: Datashading the 2010 US Census
- datashader – Bin based rendering toolchain
- Python: Visualization with Bokeh
- Drawing animated GIFs with matplotlib
R
- Does sentiment analysis work? A tidy analysis of Yelp reviews
- dplyr and Zika – Epilogue (data processing and mapping)
- Using 2D Contour Plots within {ggplot2} to Visualize Relationships between Three Variables
- Voting clusters in the U.N.
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