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# Projet Open Access Compliance Check Tool (OACCT)
Projet P5 de la bibliothèque de l'EPFL en collaboration avec les bibliothèques des Universités de Genève, Lausanne et Berne : https://www.swissuniversities.ch/themen/digitalisierung/p-5-wissenschaftliche-information/projekte/swiss-mooc-service-1-1-1-1
Ce notebook permet d'extraire les données choisis parmis les sources obtenues par API et les traiter pour les rendre exploitables dans l'application OACCT.
Auteur : **Pablo Iriarte**, Université de Genève (pablo.iriarte@unige.ch)
Date de dernière mise à jour : 16.07.2021
```python
import pandas as pd
import csv
import json
import numpy as np
```
## Table Language
```python
# https://www.loc.gov/standards/iso639-2/php/code_list.php
# ISO 639-2 Code ISO 639-1 Code English name of Language French name of Language German name of Language
language = pd.read_csv('ISO-639-2_utf-8.txt', encoding='utf-8', header=None, sep='|', na_filter=False, names=['ISO 639-2 Code', 'ISO 639-1 Code', 'ignore', 'English name of Language', 'French name of Language'], index_col=False)
language
```
<div>
<style scoped>
.dataframe tbody tr th:only-of-type {
vertical-align: middle;
}
.dataframe tbody tr th {
vertical-align: top;
}
.dataframe thead th {
text-align: right;
}
</style>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th></th>
<th>ISO 639-2 Code</th>
<th>ISO 639-1 Code</th>
<th>ignore</th>
<th>English name of Language</th>
<th>French name of Language</th>
</tr>
</thead>
<tbody>
<tr>
<td>0</td>
<td>aar</td>
<td></td>
<td>aa</td>
<td>Afar</td>
<td>afar</td>
</tr>
<tr>
<td>1</td>
<td>abk</td>
<td></td>
<td>ab</td>
<td>Abkhazian</td>
<td>abkhaze</td>
</tr>
<tr>
<td>2</td>
<td>ace</td>
<td></td>
<td></td>
<td>Achinese</td>
<td>aceh</td>
</tr>
<tr>
<td>3</td>
<td>ach</td>
<td></td>
<td></td>
<td>Acoli</td>
<td>acoli</td>
</tr>
<tr>
<td>4</td>
<td>ada</td>
<td></td>
<td></td>
<td>Adangme</td>
<td>adangme</td>
</tr>
<tr>
<td>...</td>
<td>...</td>
<td>...</td>
<td>...</td>
<td>...</td>
<td>...</td>
</tr>
<tr>
<td>482</td>
<td>znd</td>
<td></td>
<td></td>
<td>Zande languages</td>
<td>zandé, langues</td>
</tr>
<tr>
<td>483</td>
<td>zul</td>
<td></td>
<td>zu</td>
<td>Zulu</td>
<td>zoulou</td>
</tr>
<tr>
<td>484</td>
<td>zun</td>
<td></td>
<td></td>
<td>Zuni</td>
<td>zuni</td>
</tr>
<tr>
<td>485</td>
<td>zxx</td>
<td></td>
<td></td>
<td>No linguistic content; Not applicable</td>
<td>pas de contenu linguistique; non applicable</td>
</tr>
<tr>
<td>486</td>
<td>zza</td>
<td></td>
<td></td>
<td>Zaza; Dimili; Dimli; Kirdki; Kirmanjki; Zazaki</td>
<td>zaza; dimili; dimli; kirdki; kirmanjki; zazaki</td>
</tr>
</tbody>
</table>
<p>487 rows × 5 columns</p>
</div>
```python
language.loc[language['ISO 639-2 Code'].isnull()]
```
<div>
<style scoped>
.dataframe tbody tr th:only-of-type {
vertical-align: middle;
}
.dataframe tbody tr th {
vertical-align: top;
}
.dataframe thead th {
text-align: right;
}
</style>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th></th>
<th>ISO 639-2 Code</th>
<th>ISO 639-1 Code</th>
<th>ignore</th>
<th>English name of Language</th>
<th>French name of Language</th>
</tr>
</thead>
<tbody>
</tbody>
</table>
</div>
```python
# convertir l'index en id
language = language.reset_index()
language
```
<div>
<style scoped>
.dataframe tbody tr th:only-of-type {
vertical-align: middle;
}
.dataframe tbody tr th {
vertical-align: top;
}
.dataframe thead th {
text-align: right;
}
</style>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th></th>
<th>index</th>
<th>ISO 639-2 Code</th>
<th>ISO 639-1 Code</th>
<th>ignore</th>
<th>English name of Language</th>
<th>French name of Language</th>
</tr>
</thead>
<tbody>
<tr>
<td>0</td>
<td>0</td>
<td>aar</td>
<td></td>
<td>aa</td>
<td>Afar</td>
<td>afar</td>
</tr>
<tr>
<td>1</td>
<td>1</td>
<td>abk</td>
<td></td>
<td>ab</td>
<td>Abkhazian</td>
<td>abkhaze</td>
</tr>
<tr>
<td>2</td>
<td>2</td>
<td>ace</td>
<td></td>
<td></td>
<td>Achinese</td>
<td>aceh</td>
</tr>
<tr>
<td>3</td>
<td>3</td>
<td>ach</td>
<td></td>
<td></td>
<td>Acoli</td>
<td>acoli</td>
</tr>
<tr>
<td>4</td>
<td>4</td>
<td>ada</td>
<td></td>
<td></td>
<td>Adangme</td>
<td>adangme</td>
</tr>
<tr>
<td>...</td>
<td>...</td>
<td>...</td>
<td>...</td>
<td>...</td>
<td>...</td>
<td>...</td>
</tr>
<tr>
<td>482</td>
<td>482</td>
<td>znd</td>
<td></td>
<td></td>
<td>Zande languages</td>
<td>zandé, langues</td>
</tr>
<tr>
<td>483</td>
<td>483</td>
<td>zul</td>
<td></td>
<td>zu</td>
<td>Zulu</td>
<td>zoulou</td>
</tr>
<tr>
<td>484</td>
<td>484</td>
<td>zun</td>
<td></td>
<td></td>
<td>Zuni</td>
<td>zuni</td>
</tr>
<tr>
<td>485</td>
<td>485</td>
<td>zxx</td>
<td></td>
<td></td>
<td>No linguistic content; Not applicable</td>
<td>pas de contenu linguistique; non applicable</td>
</tr>
<tr>
<td>486</td>
<td>486</td>
<td>zza</td>
<td></td>
<td></td>
<td>Zaza; Dimili; Dimli; Kirdki; Kirmanjki; Zazaki</td>
<td>zaza; dimili; dimli; kirdki; kirmanjki; zazaki</td>
</tr>
</tbody>
</table>
<p>487 rows × 6 columns</p>
</div>
```python
language['id'] = language['index'] + 1
del language['index']
del language['ignore']
del language['French name of Language']
del language['ISO 639-1 Code']
language
```
<div>
<style scoped>
.dataframe tbody tr th:only-of-type {
vertical-align: middle;
}
.dataframe tbody tr th {
vertical-align: top;
}
.dataframe thead th {
text-align: right;
}
</style>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th></th>
<th>ISO 639-2 Code</th>
<th>English name of Language</th>
<th>id</th>
</tr>
</thead>
<tbody>
<tr>
<td>0</td>
<td>aar</td>
<td>Afar</td>
<td>1</td>
</tr>
<tr>
<td>1</td>
<td>abk</td>
<td>Abkhazian</td>
<td>2</td>
</tr>
<tr>
<td>2</td>
<td>ace</td>
<td>Achinese</td>
<td>3</td>
</tr>
<tr>
<td>3</td>
<td>ach</td>
<td>Acoli</td>
<td>4</td>
</tr>
<tr>
<td>4</td>
<td>ada</td>
<td>Adangme</td>
<td>5</td>
</tr>
<tr>
<td>...</td>
<td>...</td>
<td>...</td>
<td>...</td>
</tr>
<tr>
<td>482</td>
<td>znd</td>
<td>Zande languages</td>
<td>483</td>
</tr>
<tr>
<td>483</td>
<td>zul</td>
<td>Zulu</td>
<td>484</td>
</tr>
<tr>
<td>484</td>
<td>zun</td>
<td>Zuni</td>
<td>485</td>
</tr>
<tr>
<td>485</td>
<td>zxx</td>
<td>No linguistic content; Not applicable</td>
<td>486</td>
</tr>
<tr>
<td>486</td>
<td>zza</td>
<td>Zaza; Dimili; Dimli; Kirdki; Kirmanjki; Zazaki</td>
<td>487</td>
</tr>
</tbody>
</table>
<p>487 rows × 3 columns</p>
</div>
```python
# renommer les colonnes
language = language.rename(columns={'ISO 639-2 Code' : 'iso_code', 'English name of Language' : 'name'})
```
```python
language
```
<div>
<style scoped>
.dataframe tbody tr th:only-of-type {
vertical-align: middle;
}
.dataframe tbody tr th {
vertical-align: top;
}
.dataframe thead th {
text-align: right;
}
</style>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th></th>
<th>iso_code</th>
<th>name</th>
<th>id</th>
</tr>
</thead>
<tbody>
<tr>
<td>0</td>
<td>aar</td>
<td>Afar</td>
<td>1</td>
</tr>
<tr>
<td>1</td>
<td>abk</td>
<td>Abkhazian</td>
<td>2</td>
</tr>
<tr>
<td>2</td>
<td>ace</td>
<td>Achinese</td>
<td>3</td>
</tr>
<tr>
<td>3</td>
<td>ach</td>
<td>Acoli</td>
<td>4</td>
</tr>
<tr>
<td>4</td>
<td>ada</td>
<td>Adangme</td>
<td>5</td>
</tr>
<tr>
<td>...</td>
<td>...</td>
<td>...</td>
<td>...</td>
</tr>
<tr>
<td>482</td>
<td>znd</td>
<td>Zande languages</td>
<td>483</td>
</tr>
<tr>
<td>483</td>
<td>zul</td>
<td>Zulu</td>
<td>484</td>
</tr>
<tr>
<td>484</td>
<td>zun</td>
<td>Zuni</td>
<td>485</td>
</tr>
<tr>
<td>485</td>
<td>zxx</td>
<td>No linguistic content; Not applicable</td>
<td>486</td>
</tr>
<tr>
<td>486</td>
<td>zza</td>
<td>Zaza; Dimili; Dimli; Kirdki; Kirmanjki; Zazaki</td>
<td>487</td>
</tr>
</tbody>
</table>
<p>487 rows × 3 columns</p>
</div>
```python
# corriger la valeur trop longue qaa-qtz
language.loc[language['iso_code'] == 'qaa-qtz', 'iso_code'] = 'qaa'
```
```python
# ajout de la valeur UNKNOWN
language = language.append({'id' : 999999, 'iso_code' : '___', 'name' : 'UNKNOWN'}, ignore_index=True)
language
```
<div>
<style scoped>
.dataframe tbody tr th:only-of-type {
vertical-align: middle;
}
.dataframe tbody tr th {
vertical-align: top;
}
.dataframe thead th {
text-align: right;
}
</style>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th></th>
<th>iso_code</th>
<th>name</th>
<th>id</th>
</tr>
</thead>
<tbody>
<tr>
<td>0</td>
<td>aar</td>
<td>Afar</td>
<td>1</td>
</tr>
<tr>
<td>1</td>
<td>abk</td>
<td>Abkhazian</td>
<td>2</td>
</tr>
<tr>
<td>2</td>
<td>ace</td>
<td>Achinese</td>
<td>3</td>
</tr>
<tr>
<td>3</td>
<td>ach</td>
<td>Acoli</td>
<td>4</td>
</tr>
<tr>
<td>4</td>
<td>ada</td>
<td>Adangme</td>
<td>5</td>
</tr>
<tr>
<td>...</td>
<td>...</td>
<td>...</td>
<td>...</td>
</tr>
<tr>
<td>483</td>
<td>zul</td>
<td>Zulu</td>
<td>484</td>
</tr>
<tr>
<td>484</td>
<td>zun</td>
<td>Zuni</td>
<td>485</td>
</tr>
<tr>
<td>485</td>
<td>zxx</td>
<td>No linguistic content; Not applicable</td>
<td>486</td>
</tr>
<tr>
<td>486</td>
<td>zza</td>
<td>Zaza; Dimili; Dimli; Kirdki; Kirmanjki; Zazaki</td>
<td>487</td>
</tr>
<tr>
<td>487</td>
<td>___</td>
<td>UNKNOWN</td>
<td>999999</td>
</tr>
</tbody>
</table>
<p>488 rows × 3 columns</p>
</div>
```python
# esport JSON
result = language.to_json(orient='records', force_ascii=False)
parsed = json.loads(result)
with open('sample/language.json', 'w', encoding='utf-8') as file:
json.dump(parsed, file, indent=2, ensure_ascii=False)
```
```python
# export csv
language.to_csv('language.tsv', sep='\t', encoding='utf-8', index=False)
```
```python
# export csv
language.to_csv('sample/language.tsv', sep='\t', encoding='utf-8', index=False)
```
```python
# export excel
language.to_excel('sample/language.xlsx', index=False)
```
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