diff --git a/app/forms.py b/app/forms.py
index 9b9aed0..1ecae15 100644
--- a/app/forms.py
+++ b/app/forms.py
@@ -4,6 +4,7 @@ from wtforms import SelectField, SubmitField
 from wtforms.validators import DataRequired
 
 
+# NOTE The choices should be shorter
 class DatasetForm(FlaskForm):
     dataset = SelectField(validators=[DataRequired()], choices=DATASETS)
     submit = SubmitField("Submit")
diff --git a/app/preprocessing.py b/app/preprocessing.py
index b600d3e..4fc633b 100644
--- a/app/preprocessing.py
+++ b/app/preprocessing.py
@@ -3,6 +3,7 @@ from json import load
 from pandas import DataFrame, json_normalize
 
 from constants import COLUMNS, FILES
+from app.data_request import request_dataset
 
 
 def open_json(dataset) -> dict:
@@ -18,6 +19,7 @@ def create_dataframe(dataset) -> DataFrame:
     """
     Creates a DataFrame from a JSON file
     """
+    request_dataset(dataset)
     json = open_json(dataset)
     df = json_normalize(data=json, record_path=["records"], errors="ignore",)
     filtered_df = df.filter(items=COLUMNS[dataset])
diff --git a/constants.py b/constants.py
index 586634e..05e324f 100644
--- a/constants.py
+++ b/constants.py
@@ -2,12 +2,14 @@ DATASETS = [
     "coronavirus-commercants-parisiens-livraison-a-domicile",
     "deconfinement-pistes-cyclables-temporaires",
     "deconfinement-parking-relais-doublement-des-places",
+    "deconfinement-rues-amenagees-pour-pietons",
 ]
 URL = "https://opendata.paris.fr/api/records/1.0/search/?dataset={}&q=&rows=-1"
 FILES = {
     "deconfinement-pistes-cyclables-temporaires": "data/cycling-paths.json",
     "deconfinement-parking-relais-doublement-des-places": "data/relay-parking.json",
     "coronavirus-commercants-parisiens-livraison-a-domicile": "data/home-delivery.json",
+    "deconfinement-rues-amenagees-pour-pietons": "data/pedestrian-streets.json",
 }
 COLUMNS = {
     "deconfinement-pistes-cyclables-temporaires": [
@@ -37,5 +39,12 @@ COLUMNS = {
         "fields.telephone",
         "fields.mail",
     ],
+    "deconfinement-rues-amenagees-pour-pietons": [
+        "fields.geo_shape.coordinates",
+        "fields.nom_voie",
+        "fields.categorie",
+        "fields.statut",
+        "record_timestamp",
+    ],
 }
 SECRET_KEY = "trolaso"