Rstudio
Free, fast, diverse and powerful. It can hand complex data through codes.
RShiny lets you build interactive web apps from R for easy data visualization and analysis.
Crime in New Zealand
Open Source Routing Machine facilities - healthcare
All shiny App Code (Github)
Things You Can Do with R
-
Automation: Streamline tasks with scripts (cronR).
-
ETL: Efficiently manage data workflows (dplyr, tidyr, readr).
-
API Integration: Fetch and manipulate data (httr, jsonlite).
-
Data Visualization: Create stunning visuals (ggplot2, plotly).
-
Statistical Analysis: Perform advanced analyses (MASS, lme4).
-
Reporting: Generate dynamic reports (RMarkdown, knitr).
-
Geospatial Analysis: Analyze spatial data (sf, leaflet).
-
AI: Build machine learning models (caret, tensorflow).
R is a versatile tool for data professionals, and there's much more to explore.