SG elections – a Twitter snapshot

3 min. read With the election fever ongoing in Singapore, let’s take a snapshot of the popular tweets with the hashtag #ge2015 at this point of time. library(twitteR) consumerKey <- readLines("twitterkey.txt") consumerSecret <- readLines("twittersecret.txt") accessToken <- readLines("twitteraccesstoken.txt") accessTokenSecret <- readLines("twitteraccesstokensecret.txt") setup_twitter_oauth(consumerKey,consumerSecret,accessToken,accessTokenSecret) ## [1] "Using direct authentication" tweets <- searchTwitter("#ge2015", resultType="popular", n=100) tweetsdf <- twListToDF(tweets) library(dplyr) tweetsdf <- tbl_df(tweetsdf) […]

stringAsFactors – a brief history

< 1 min. read If you have used R’s read.csv function, you will inevitably use the stringsAsFactors=FALSE option. Roger Peng offers a brief history into why the default for stringAsFactors option is TRUE. Alternatively, you can use the read_csv function from the readr package by Hadley Wickham, which does not automatically convert characters to factors.

Definition of Statistical Significance

< 1 min. read Note to self: Statistical Significance as defined by Andrew Gelman in his blog post. Statistical Significance Definition: A mathematical technique to measure the strength of evidence from a single study. Statistical significance is conventionally declared when the p-value is less than 0.05. The p-value is the probability of seeing a result as strong as observed […]

Getting session information in Python

< 1 min. read We’ve gone through how to get session information in R previously, so how do we do the same for Python? It seems that there is no single convenient function available so here’s one approach. To get the system information, you can utilize the commonly used IPython package: import IPython IPython.sys_info() To find out packages that […]

Getting session information in R

< 1 min. read When troubleshooting R bugs or asking for assistance in mailing lists and sites like StackOverflow, it is good to review or present information about your system and packages loaded. I much prefer the session_info() function from the devtools package over the default sessionInfo() function as it’s output is not only more readable, it also provides […]