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Dror Berel
Dror Berel

95 Followers

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Jan 14

The evolution of specialized R packages for trees and graphs/networks

Some personal background: (feel free to jump to first table below if you wish) Back in the day, when I did my first Master degree in Statistics and Operation Research, way before Data Science was even a thing, I went to my adviser, Prof. Yoav Benjamini, and asked him for…

Data Science

7 min read

The evolution of specialized R packages for trees and graphs/networks
The evolution of specialized R packages for trees and graphs/networks
Data Science

7 min read


Published in

Towards Data Science

·Dec 9, 2021

The Essence of R’s expand.grid() Function

A love letter to a function that says it all — When reviewing someone’s code, are there any signs that tell you this is a good piece of code? It can be the code structure, style, commented documentation, tabs or spaces, or anything else that makes you say, “this all makes sense.” To me, all that is needed to make that…

R

6 min read

The Essence of R’s expand.grid() Function
The Essence of R’s expand.grid() Function
R

6 min read


Published in

Towards Data Science

·Feb 19, 2021

Visualizing Survivors TV show data set: castaways personalities and voting teams patterns

As a teenager, I remember the excitement around each new episode of the reality TV show ‘Survivors’. While the viewers were given close to real glimpses to the characters intrigues and strategies, we all know that the real insights are hidden in the raw data. A new public dataset was…

Data Science

3 min read

Visualizing Survivors TV show data set: castaways personalities and voting teams patterns
Visualizing Survivors TV show data set: castaways personalities and voting teams patterns
Data Science

3 min read


Published in

Towards Data Science

·Feb 1, 2021

Visualize excess mortality across countries during the COVID-19

The most exciting event for my kids, especially during COVID-19 times, is to open delivery boxes that arrive at our front door almost on a daily basis. …

Data Science

4 min read

Visualize excess mortality across countries during the COVID-19
Visualize excess mortality across countries during the COVID-19
Data Science

4 min read


Published in

Towards Data Science

·Oct 26, 2020

How to create a race bar animated plot in a single-long-piped R line of code

Perhaps not the most elegant way to do it, but worth it for the catchy title — Long piped R commands… Some loves it, and some don’t! When you want to shoot an impressive complex falling domino tiles video, are you going to take the risk of accidentally flip one cube before it is completed, and ruin the whole thing, or would you prefer break it into…

R

3 min read

How to create a race bar animated plot in a single-long-piped R line of code
How to create a race bar animated plot in a single-long-piped R line of code
R

3 min read


Oct 24, 2020

COVID-19 death count visualization: race bar chart for US states

5 minutes to create the animation. 50 minutes to figure out how to embed into Medium In my previous blog post I visualized mobility data from the Covid-19 Open data project. This blog post will demonstrate another popular visualization, a race bar chart animation. …

Covid-19

1 min read

COVID-19 death visualization: race bar chart for US states
COVID-19 death visualization: race bar chart for US states
Covid-19

1 min read


Published in

Towards Data Science

·Oct 7, 2020

Ranking recovery of US states after COVID-19 first wave, using Google mobility data

Visualizing mobility data trends of Saxophone shape graphs — Rumor has it that COVID-19 is a great opportunity to show your data-science / analytics skills, and you don’t have to be an epidemiologist in order to share your 2 cents with the world. Well… here is my attempt. Google has shared a public data set about daily mobility across…

Covid-19

5 min read

Ranking recovery of US states after COVID-19 first wave, using Google mobility data
Ranking recovery of US states after COVID-19 first wave, using Google mobility data
Covid-19

5 min read


Published in

Towards Data Science

·Oct 4, 2020

How to choose the software package with the widest scope?

From a data-science perspective. — TL; DR: What is the wildest wish list you have for a software tool? Go crazy, ask yourself what-if I want to take this and that, and combine/compare/compose them together in a minimal effort? Most likely someone else, a domain expert, has already figured a good way to solve it…

Data Science

6 min read

How to choose the software package with the widest scope?
How to choose the software package with the widest scope?
Data Science

6 min read


Published in

Analytics Vidhya

·Dec 14, 2019

Meta Machine Learning aggregator packages in R: The 2nd generation

written on December, 2019. My previous post from mid 2018 described my learning experience with R packages for ‘meta’ machine learning aggregator packages: mlr, caret and SuperLerner. …

Machine Learning

12 min read

Meta Machine Learning aggregator  packages in R: Round II
Meta Machine Learning aggregator  packages in R: Round II
Machine Learning

12 min read


Published in

We’ve moved to freeCodeCamp.org/news

·Feb 15, 2019

How to avoid scope creep, and other software design lessons learned the hard way

From a data-science perspective. — You’ve got a fresh new project on your desk, some exciting data, a challenging Kaggle competition, a new client you wish to impress, and you are fully motivated. At first, the problem seems to be well defined, and you even feel comfortable with the task in hand. You have just…

R

9 min read

How to avoid scope creep, and other software design lessons learned the hard way
How to avoid scope creep, and other software design lessons learned the hard way
R

9 min read

Dror Berel

Dror Berel

95 Followers

BioPassenger, Computational Biology for the people

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