Posts

A collection of English notebooks. Everything that includes coding in R or in other data analysis programming language (such as Python or Julia) will be listed here. Articles that has a general purpose has also a place in here. It seems to be the right place to post an article when I will finally graduate 😀
graduation cap

Statistics of Statistics’ Graduates

R
EDA
PDF
tabulizer

Extracting tabular data from PDF file, in order to explore facts about graduates of Statistics and Insurance Department in University of Piraeus

Jul 23, 2023
20 min

Accessing API of data.gov.gr

R
API

A simple guide to using the data.gov.gr API to get the data stream using R.

Jul 4, 2023
4 min
 

Statistics Studies in Greece

R
EDA

Συγκεντρώνω σε μία λίστα τις δημόσιες σχολές στατιστικής στην Ελλάδα και συγκρίνω τα βασικά τους στοιχεία με βάση τους οδηγούς σπουδών τους

Jun 20, 2023
11 min
random survey with ticked values

Kaggle’s Greek Community

R
EDA

An exploratory data analysis about Kaggle’s Greek community, based on its 2021 survey. A comparison with the rest DS community.

May 6, 2023
15 min
Μagnifying glass shows human figures

Predict Possible Interested Clients

R
Classification
Tidymodels

Build a classification machine learning model (using LightGBM & XGBoost) in order to classify people based on their interest to have a term deposit or not.

Nov 24, 2022
37 min
LightGBM and CatBoost on Ubuntu 22.04

Install LightGBM and CatBoost on Ubuntu 22.04

Linux
LightGBM
CatBoost
XGBoost

Install high performance algorithms (LightGBM, CatBoost & XGBoost) on your Linux device

Nov 13, 2022
2 min
Git commands

Git Series (Part I - Configuration)

Git

An article that brings together some configuration setttings of Git. A beginner’s approach to Git.

Nov 4, 2022
7 min
Word cloud comprised with words related to unemployment

Forecasting Unemployment in Greece

R
Time Series

Make a prediction about the future value of Greece’s unemployment using ARIMA model.

Oct 22, 2022
17 min
Facade of the Greek Parliament building

EDA on Greek Parliament

R
EDA

Let’s explore the MPs that got elected the most over the years (1981-2019).

Oct 10, 2022
19 min
Quarto logo

List of Quarto Websites

Quarto

A collection of websites built with Quarto. Includes links to websites and their respective repositories. Further additions are always welcome.

Aug 10, 2022
8 min
A welcome sign between some leefs which indicates a specific direction

Hello, Quarto

General

My very first article in my personal site which is built using Quarto!

Jul 27, 2022
3 min
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