diff --git a/journal/Readme.md b/journal/Readme.md index 379f34eefb6815ea34f9c7300b0d61619c468a4c..79ebc0d35d7052f45d4947da1722ab3e7dd0324c 100644 --- a/journal/Readme.md +++ b/journal/Readme.md @@ -28,7 +28,51 @@ In this exercise, write for the first time a **markdown file** whose rendered ve You can find the markdown file written by me at: [https://app-learninglab.inria.fr/](https://app-learninglab.inria.fr/moocrr/gitlab/dc97a6904245e0d07c1302ee90fceec3/mooc-rr/blob/master/module1/exo2/fichier-markdown.md). +# 18/06/2025 - Update of the journal +## Introduction: Using Jupyter and GitLab +In this MOOC on reproducible research, I am learning how to use **Jupyter Notebooks** in combination with **GitLab** for scientific programming and collaborative version control. +- **Jupyter** is an interactive environment that lets you write and run code in small cells, see outputs instantly, and combine code with visualizations and markdown explanations — all in one place. It's ideal for data exploration, visualization, and documentation. + +- **GitLab** is a web-based platform for **version control** and **collaboration**. It allows us to track changes in our code or notebooks, share with others, and maintain a reproducible research history. + +During the course, GitLab hosts the exercises, data, and instructions, while Jupyter is used to interactively write code and analyze data. + +## Data analysis with Python (from module 1 exercises) + +## Exercise 02-2: Descriptive statistics + +In this exercise, I learned how to calculate basic descriptive statistics using Python and the NumPy library. The dataset consisted of 100+ numerical values. + +Using `np.mean`, `np.std(ddof=1)`, `np.min`, `np.median`, and `np.max`, I computed: + +- **Mean**: ~14.11 +- **Standard deviation**: ~4.33 +- **Minimum**: 2.8 +- **Median**: 14.5 +- **Maximum**: 23.4 + +This helped me understand how to summarize and describe the distribution of a dataset. + +## Exercise 02-03: Visualizing the dataset + +Next, I practiced using **Matplotlib** to create two types of plots: +1. **Sequence plot**: A line graph showing each data point in the order it appears. +2. **Histogram**: A graphical representation of the distribution of the dataset. + +Code used (Python): +```python +import numpy as np +import matplotlib.pyplot as plt + +# Data list defined earlier +plt.figure() +plt.plot(data, 'b') # blue line plot +plt.show() + +plt.figure() +plt.hist(data, color='blue', edgecolor='black') +plt.show() diff --git a/module3/exo2/inc-7-PAY-ds2.csv b/module3/exo2/inc-7-PAY-ds2.csv new file mode 100644 index 0000000000000000000000000000000000000000..76f8542810e0712e80e006ca3bc0560723f7f20b --- /dev/null +++ b/module3/exo2/inc-7-PAY-ds2.csv @@ -0,0 +1,495 @@ +"# {""columns"":{""geo"":""geo_insee"",""indicator"":7,""time"":""week"",""value"":[""inc"",""inc_low"",""inc_up"",""inc100"",""inc100_low"",""inc100_up""]},""query"":{""geo_ref"":""insee"",""indicator"":7,""type"":""all"",""period"":[201601,202524],""geo"":[""PAY"",1]},""compact"":false,""time"":""week"",""source"":""ré";seau Sentinelles, INSERM, Sorbonne Université", https://www.sentiweb.fr"",""date"":""2025-06-18T12:47:09+0200""}" +"week,""geo_insee"",""indicator"",""inc"",""inc100"",""inc_up"",""inc_low"",""inc100_up"",""inc100_low""";; 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