Joined August 2022
115 Photos and videos
Pinned Tweet
Africa's 2021 electric power generation: just 3% of global output. This choropleth map and charts highlight the urgent need to boost capacity and diversify energy sources to drive AI innovation and GDP growth. #PowerGeneration #AfricaEnergy #rstats
5,159
@dataRecode retweeted
๐Ÿ’ซJust added a starter vignette to #typecleanR ๐Ÿ‘‡ ๐Ÿ“Roadmap highlights: * Factor coercion โ†’ detect categorical text & convert to factors * Integer coercion โ†’ distinguish whole numbers vs decimals * Currency & percentage coercion โ†’ strip $, โ‚ฌ, ETB or convert โ€œ45%โ€ cleanly * Boolean & empty string coercion โ†’ broader logical detection consistent NA handling * Scientific notation coercion โ†’ safely parse 1.23e4 Messy inputs โ†’ clean types โ†’ stronger analytics & safer #LLM orchestration. #rstats
๐Ÿ“ข ๐Ÿ“ฆNew R package alert: typecleanR Iโ€™ve just released an early version of typecleanR on GitHub! A tidyverseโ€‘friendly toolkit for cleaning coercion types in a data. It provides helpers for: * Numeric coercion โ†’ safely convert text to numbers. * Date coercion โ†’ strict conversion when all values match. *Logical coercion โ†’ handle TRUE/FALSE/T/F consistently. * Lenient datetime parsing โ†’ flexibly parse mixed formats, drop bad values to NA. ๐Ÿ‘‰ Itโ€™s live here: github.com/abiyug/typecleanR Install with: devtools::install_github("abiyug/typecleanR") ๐Ÿ’ก Iโ€™d love for the community to test run it, break it, and share feedback before I polish docs and add CI. Your input will help shape the package into something robust and useful for messy Excel/CSV workflows. #rstats #R
1
58
@dataRecode retweeted
๐Ÿ“ข ๐Ÿ“ฆNew R package alert: typecleanR Iโ€™ve just released an early version of typecleanR on GitHub! A tidyverseโ€‘friendly toolkit for cleaning coercion types in a data. It provides helpers for: * Numeric coercion โ†’ safely convert text to numbers. * Date coercion โ†’ strict conversion when all values match. *Logical coercion โ†’ handle TRUE/FALSE/T/F consistently. * Lenient datetime parsing โ†’ flexibly parse mixed formats, drop bad values to NA. ๐Ÿ‘‰ Itโ€™s live here: github.com/abiyug/typecleanR Install with: devtools::install_github("abiyug/typecleanR") ๐Ÿ’ก Iโ€™d love for the community to test run it, break it, and share feedback before I polish docs and add CI. Your input will help shape the package into something robust and useful for messy Excel/CSV workflows. #rstats #R
1
129
Abiyu Giday @abiyugiday ยท Most AI tools feel generic because they donโ€™t know your data.I We turned 3,300 scattered datasets into a structured catalog with proper tags and rich context. The difference is huge. Read linkedIN ๐Ÿ‘‡: linkedin.com/feed/update/urnโ€ฆ #rstats #analytics #LLM #RAG
1
37
Happy (belated) International Women's Day! ๐ŸŒŸ A random #ethiopia|n women image processed via #metrR for data-driven distortion, visualized in #ggplot2 as layered contours #InternationalWomensDay #DataArt #IWD2026 #rstats (ps: code is in the alt code)
81
Why does parallel zip metadata extraction in R go 100ร— slower? Overhead kills small jobs! Sequential wins on 27 archives (~136 MB). Benchmark > guess. We turn data chaos into speed at dataRecode. hit us up: info@datarecode.com #Analytics #HighPerformanceComputing #BigData
84
๐Ÿ‘‡๐Ÿ’ซ #rtidbits
๐Ÿ’ซ๐Ÿ‘‡ Data wrangling pro tip Skip arrange() slice(1) when you want the first or last row per group. Use slice_min() and slice_max() instead. These two function can directly give you the alphabetically smallest or largest value per group. #rstats @RosanaFerrero #tidydatatuesday
7
Quickly peek inside ZIP files without extracting them! Check filename & other metadata across archives, and more ๐Ÿ’. Perfect for data dumps, backups, model checkpoints etc.Give it a try: remotes::install_github("abiyug/zipAuditR") Repo: github.com/abiyug/zipAuditRWโ€ฆ #rstats
1
73
๐Ÿ“ขWhen you try to embed a YouTube video using an iframe in #RMarkdown and knit a website, you may get Error 153. This is due to a recent YouTube security policy change regarding local file origins. Here is a Gist that lets you work around that: ๐Ÿ‘‡gist.github.com/abiyug/f79baโ€ฆ #rstats
93
16 Dec 2025
Running a daily experiment: same tight prompt to 8 diverse LLMs predictive models. Their reasoned verdicts get lined up side-by-side. The magic? The disagreements thatโ€™s where the real insight hides. Read more about it here๐Ÿ‘‡linkedin.com/feed/update/urnโ€ฆ #AI #LLMs #rstats
142
13 Nov 2025
Cloud LLMs are powerful. But local models arenโ€™t going anywhere. Legal, private, and domain specific needs demand flexible AI infrastructure. Thatโ€™s why we built a customisable Web UI for LLMs w/ streaming support, role-based agents, and hybrid model switching. #LLM #rstats
178
12 Nov 2025
Screenshot of an early prototype of our LLM web UI. It supports streaming and works with both local and cloud-hosted models. A web UI for LLMs offers a browser-based interface for prompt-response interaction โ€” no terminal required. Powered by #shinychat, #ellmer, and #flexdash.
1
131
16 Oct 2025
Checkout our latest blog on Chaining R workflow with locally hosted LLMs over local area network. Read more detail on the blog plus code here abiyug.github.io/r-llm-chainโ€ฆ #tidyllm #rstats #ai
129
Generate polished, audience-specific #HTML automated reports from the same data, for board, CXO, or shareholders, without touching #CSS. ##bslib #LLMs let you style, preview, and automate effortlessly so you focus on insights. #rstats #markdown
128
24 Sep 2025
Smarter AI, Safer Setup: Enriching LLM Responses with Local Data in R. We built a local workflow using R Ollama to enrich LLM responses with private documents๐Ÿ”— Full walkthrough code [abiyug.github.io/local-ai-raโ€ฆ] #rstats #AI #RAG #ReproducibleResearch
167
18 Sep 2025
And .... we're back! [dataRecode.com] is now live and accessible! Thanks for your patience!

๐Ÿ“ข Website Access Update for Our Ethiopian Visitors Weโ€™ve heard from many of you that our website [dataRecode (dot) com] isnโ€™t currently loading in #Ethiopia. Weโ€™re aware of the issue, and it appears to be related to broader network restrictions affecting GitHub-hosted sites. Weโ€™re actively working on a solution to ensure smooth access for everyone, including exploring alternative hosting options that are fully accessible within Ethiopia. In the meantime, if you need anything โ€” product info, support, or updates โ€” feel free to reach out directly here or via DM. Weโ€™re here and ready to help. Thank you for your patience and continued support. Weโ€™ll keep you posted as we resolve this!
35
@dataRecode retweeted
๐Ÿ“ข Website Access Update for Our Ethiopian Visitors Weโ€™ve heard from many of you that our website [dataRecode (dot) com] isnโ€™t currently loading in #Ethiopia. Weโ€™re aware of the issue, and it appears to be related to broader network restrictions affecting GitHub-hosted sites. Weโ€™re actively working on a solution to ensure smooth access for everyone, including exploring alternative hosting options that are fully accessible within Ethiopia. In the meantime, if you need anything โ€” product info, support, or updates โ€” feel free to reach out directly here or via DM. Weโ€™re here and ready to help. Thank you for your patience and continued support. Weโ€™ll keep you posted as we resolve this!
1
161
17 Sep 2025
๐Ÿ“ข Website Access for dataRecode.com update for Our #Ethiopian Visitors ๐Ÿ‘‡๐Ÿ””๐Ÿ“ข

18
Friday r-tidbit: ๐Ÿ’ซ Just dropped the fetch_google_font API for R! It lets you load Google Fonts with full weight control (100โ€“900), plain & italic (where available), and registers them for immediate use in your plots. #rstats #googlefonts Try it!๐Ÿ”— github.com/abiyug/fetch_googโ€ฆ
106