A lighterweight alternative to renv is to use Posit Public Package Manage (https://packagemanager.posit.co/) with a pinned date. That doesn't help if you're installing packages from a mix of places, but if you're only using CRAN packages it lets you get everything as of a fixed date. And of course on the web side you have shiny (https://shiny.posit.co), which now also comes in a python flavour. - Source: Hacker News / 4 months ago

Sometimes the war is lost even before the battle begins. During grad school, I wrote a whole bunch of web apps entirely in R using Shiny. It was clunky as hell, but yeah, it worked. I went looking for what's up with Shiny these days and found this - https://shiny.posit.co/ So yeah, full on pivot into python. Pip install shiny. Alright! "No web development skills required. Develop web apps entirely in R I mean... - Source: Hacker News / 11 months ago

Python's pandas, NumPy, and SciPy libraries offer powerful functionality for data manipulation, while matplotlib, seaborn, and plotly provide versatile tools for creating visualizations. Similarly, in R, you can use dplyr, tidyverse, and data.table for data manipulation, and ggplot2, lattice, and shiny for visualization. These packages enable you to create insightful visualizations and perform statistical analyses... Source: about 1 year ago

We work along side bio-statisticians and data analysts, from my experience in this world I recommend to build some plots/graphs in R based on some information you find appealing. After you have some work to show off to potential employers , learn Shiny and publish those graphs online as your portfolio. Source: about 1 year ago

One of the most difficult yet most fun projects I’ve done. Using Shiny to make an app, all coded in R! Source: over 1 year ago

Keep track of your applications, interviews, and follow-up actions with tools like Otta or the Huntr Job Search Tracker Chrome extension. An organized approach will help you manage the process more effectively, ensuring you're always prepared for the next step. - Source: dev.to / 4 months ago

A spreadsheet is definitely one approach, but they can get messy. Huntr looks useful, maybe. Source: 10 months ago

I’ve been using Huntr for years now to do just this. It’s changed a few times since I’ve started it so it’s now a paid for product but I think it’s worth it imo, especially with the extension to scrape the job descriptions. You can keep notes in it as well so if you write a cover letter or custom note somewhere you can save it for reference in case anyone ever brings it up. Source: 12 months ago

Check out https://huntr.co for organizing your job search process. All my best in landing something quickly. Source: about 1 year ago

Tracking job applications can be overwhelming. Huntr will do this for free; it's a Chrome plugin that can help you organize your job search, and will also save the job description for future reference. Source: about 1 year ago