Adam Laiacano

I'm a data engineer at tumblr and this is my blog. I write mostly about personal projects, data science, R/python, and various curiosities. You can read more about me here if you'd like.

  1. The folks over at RStudio have been killing it lately. A few months ago they released their integration with knitr and RMarkdown. We use it here at tumblr for report generation and I absolutely love it.
Most recently, they released Shiny, which lets you build interactive visualizations in the browser with minimal effort. I haven’t played around with it yet but I’m really looking forward to doing so.
If you’ve built any interesting Shiny apps yet, leave a link in the comments. I’d love to see them.

    The folks over at RStudio have been killing it lately. A few months ago they released their integration with knitr and RMarkdown. We use it here at tumblr for report generation and I absolutely love it.

    Most recently, they released Shiny, which lets you build interactive visualizations in the browser with minimal effort. I haven’t played around with it yet but I’m really looking forward to doing so.

    If you’ve built any interesting Shiny apps yet, leave a link in the comments. I’d love to see them.

  2. 2012-11-15
    #rstats #rstuidio #shiny #data visualization
  3. Pandas - to - R cheat sheet

    A great pandas-to-R reference page from gappy.

    (I’d love to see this as a github gist rather than read-only google doc)

  4. 2012-10-04
    #python #r #rstats #pydata
  5. DataGotham is a 1.5 day conference focusing on the data analysis community in New York City. The focus will be on tutorials, stories, and ideas rather than tools and “enterprise solutions.”
The call for proposals was just posted, so get over there and share your work.

    DataGotham is a 1.5 day conference focusing on the data analysis community in New York City. The focus will be on tutorials, stories, and ideas rather than tools and “enterprise solutions.”

    The call for proposals was just posted, so get over there and share your work.

  6. 2012-07-17
    #data science #new york city #nyc #hadoop #statistics #rstats #machine learning
  7. Crunching Big Data with R and Hadoop: Strata Conference Hadoop World - O'Reilly Conferences, October 23 - 25, 2012, New York, NY

    I’m looking forward to this talk.

    (Source: workstream-piccolbo)

  8. 2012-06-17
    #Strata #strataconf #rstats #Hadoop
  9. Jeffrey Horner: Announcing The R markdown Package

    jeffreyhorner:

    R Flavored Markdown is a plain-text formatting syntax for creating documents that can be rendered to HTML. In fact it’s like HTML, but simpler. R Flavored Markdown is a variant of original Markdown with a few additional features

    This is a really exciting step towards reproducible research. The markdown code below creates this output:

    # Normal Distributions Functions in R
    
    Density, distribution function, quantile function and random
    generation for the normal distribution with mean equal to ‘mean’
    and standard deviation equal to ‘sd’.
    
    Use them this way:
    
    ```{r}
         dnorm(x, mean = 0, sd = 1, log = FALSE)
         pnorm(q, mean = 0, sd = 1, lower.tail = TRUE, log.p = FALSE)
         qnorm(p, mean = 0, sd = 1, lower.tail = TRUE, log.p = FALSE)
         rnorm(n, mean = 0, sd = 1)
    ```
    
    The math behind the code:
    
    $$latex  
    f(x) = \frac{1}{(\sigma\sqrt{2 \pi})} e^{-(\frac{(x - \mu)^2}{2 \sigma^2})}
    $$
    
    

    There is still room at the NY Open Statistical Meetup tomorrow to hear Jeff and others talk about creating dynamic reports in R.

  10. 2012-06-04
    #rstats #programming
  11. 2-minute R tutorial videos

    This is a pretty interesting site with 90 2-minute R tutorial videos. I’ve only watched a couple but the narration is pretty high-octane as far as programming tutorial videos go.

    Some examples:

    • 013 how to read spss, stata, and sas files into r
    • 029 how to run analyses across multiple categories of a data table with the tapply and aggregate functions in r
    • 083 how to plot residuals from a regression in r (assuming you know some fancy statistics)
    • 085 how to export or save a plot in r
    • 089 how to run a block of commands at start-up to do stuff like setting your CRAN mirror permanently with r
  12. 2012-05-31
    #rstats #r #data science #programming
  13. A video of Hadley Wickham (author of ggplot2, plyr, reshape, stringr, lubridate, etc) talking about “tidy data” at the NYC Open Statistical Programming Meetup.

    Highly recommended for anyone who works with data from multiple sources that comes in various structures.

  14. 2011-12-20
    #rstats #machine learning #data analysis #data science
  15. Amanda Cox Talks about Developing Infographics at the New York Times - information aesthetics

    The talk from the NYC R meetup was really great.

  16. 2011-12-08
    #rstats #data visualization #nytimes