Posts

The Complete Guide to Python Data Visualization Libraries

Image
  The Complete Guide to Python Data Visualization Libraries P ython has become the go-to language for data visualization, and for good reason. Its ecosystem offers a tool for every situation, whether you are exploring a dataset for the first time, publishing a polished chart for a research paper, building an interactive dashboard, or rendering millions of data points without melting your browser tab. The problem is that there are a lot of choices. Too many, arguably. If you have spent any time searching for “best Python visualization library,” you have probably come across a dozen names and felt more confused after than before. This guide cuts through the noise. We cover the most important active libraries from the PyViz ecosystem , group them by what they are actually good at, explain what makes each one worth knowing, and give you enough context to pick the right tool for the job. A companion Jupyter notebook with working code for every library is available alongside this article...

The 5 Golden Rules of Data Visualization

Image
  Bad data visualizations are not just ugly. They are dangerous. A bad data visualization doesn’t just look unprofessional. It can make a good decision look bad, a small change look dramatic, or a serious problem look harmless. And the worst part? Most misleading data visualizations are not created by people trying to manipulate others. They are created by normal people who made small design mistakes. The data may be correct.   The conclusion may be wrong.  Because the visualization is wrong. Data visualization is not decoration. It’s decision-making. If a visualization is confusing, misleading, or hard to read, it is not a design problem ,it’s a communication problem. Over the years, a few fundamental principles have emerged from the work of people like Edward Tufte, Stephen Few, Alberto Cairo, and many others. If you follow these principles, your visualizations will already be better than most of what people see in reports, dashboards, and presentations every ...

Some words of wisdom

Image
While listening to podcasts, reading a book or scrolling through social media, some random quotes stick with you.  I've had the habit of writing down anything I feel I could use some day. I don’t really just keep quotes because they sound good. These aren’t from motivational posters or famous speeches. They’re lines I jotted down on a paper journal. Some are about discipline. Others about mindset. All are worth revisiting when you’re stuck or going through the motions. The 11 Words of Wisdom That Stayed With Me Trees don’t hang around with grass, even though they all started in the same place. Spend so much time on self-improvement that you have no time to criticize others. The magic you are looking for is in the work you are avoiding. If you are a friend for everybody, you are an enemy to yourself. If you always do what you've always done, you'll always get what you've always got. If you're going to try, go all the way. Otherwise, don't even start. Greatness do...

Prompts I use to 10x productivity and time gain

Image
Prompts I use to 10x my productivity and time 5 Advanced LLM Prompts To Make Life Easier Why These Prompts Are Actually Useful Not being able to find time to share stuff is a hugle buttleneck. So I wanted to do a quick blogpost where I just paste my favorite examples of LLM prompts I used (and still use) to boost productivity and gain a little bit of time here and there. You’ve seen lists of AI prompts before, on blogs, websites, Tiktok videos... EVERYWHERE! Most of them are generic and are generated by LLMs. I built these prompts to work out of the box. They’re tested across models like GPT, Claude, Gemini, and even open-source ones. Each prompt forces the AI to output structured results — tables, summaries, plans — not just paragraphs of text. If you organize stuff, plan trips, read a lot, or manage projects, this is could be useful . Using smart prompts can save hours every week. What Makes These Prompts Better Most ...

Tech minimalism with TinyCore

Image
 Hola! I've just written a very short piece about mindfulness. check it out to follow my train of thoughts, because this one is somehow an output of the how and the why to get to the what. Mindfulness is about being at peace, and one step closer to that peace is being able to accomplish things with the least amount of distractions. It seems that I'm starting to go "full on" at distractions these days... Don't mind me, I am in a long vacation, long enough to allow me to have some mindfulness and peace of mind to write these blogposts. We are drowning in technology in all aspects of our lives, especially when we spend the day at work, setting in front of a screen, batteling apps, tools and... distractions from notifications, emails, instant chat, system warnings, updates...etc Odysseus and the Sirens, Roman mosaic, second century AD. Bardo National Museum, Tunis In this spirit, I wanted to share something interesting, it's TinyCore ! I consider it a true tech g...

On mindfulness

Image
It does not take saying too much, introducing the topic or blabbing for 10 minutes. Mindfulness, straight to the point and in few simple steps: Plan your day ahead. Your tomorrow starts today Sleep on time, enough to get 7-8 hours of rest Meditate right after waking up. 15 - 20 minutes should do the trick. Breath & slowdown, having prepared for your day, no need to run after the clock It is what it is, don't argue with what you can't control Breath, deeply..., when bad things happen. Exercise. Long walks are useful if you can't hit the gym. I will comeback to add or remove stuff. Different things work for different people. Try and see for yourself. Section and detail of the  Column of Marcus Aurelius , Rome, 177–180 AD, with scenes from the  Marcomannic Wars

Freezing your memory: Notes, journals, todo lists in plain text

Image
Being pro-technology and innovation working in the digital world, I often get excited about new tech and quickly find myself installing and testing new apps and software. The digital space of taking notes and managing a todo list has been exploding with new comers, from the Evernote, to Notion, passing by Google's Keep... I've tried them all. Distraction.. has a logo Reflecting on all of this, those tools have their merits, I can't deny the advantages they bring to the table for some users. However, these apps, as any other digital product, have a mission: harvest engagement, keep you using them, depend on them, never leaving, nor switching to other competitor's app... Which becomes an issue for someone trying to have flexibility, with less distractions. a distraction from doing the actual work you need to be done. Loaded with multiple features, such as adding images, emojis, links and so on, and now with embedded AI to help you write, note taking has never been so dist...

Advisors, consultants, and the ROI promise

Image
Why Consulting Firms Can Harm Business Growth | An Honest Take Before reading this, go ahead and read the below reference articles I listed at the end. So to apply myself to the previous post's mission statement (aka: write more often, about any topic of personal interest...etc.) I have some time on my hand here and I had a subject I long wanted to vent about. If you didn't know, I have spent a good portion of my professional life working for consulting companies. Overall it was 2 distinct companies operating in 2 different continents/countries. Pythagoras Emerging from the Underworld', oil on canvas painting by Salvator Rosa In-between, I have lived on the other side of the service contract, aka being the client. With this combined perspective, I have developed somehow a personal view on the value of consulting as a service, and as an economic agent, with a certain level of expected contribution to economic growth and developmen...