diff --git a/datalad_get_single_dataset.sh b/datalad_get_single_dataset.sh
new file mode 100755
index 0000000..1e105a7
--- /dev/null
+++ b/datalad_get_single_dataset.sh
@@ -0,0 +1,31 @@
+#!/bin/bash
+
+ds_id=$1
+
+docker pull neurobagel/bagelcli:latest
+
+# Get the data
+ds_portal="https://github.com/OpenNeuroDatasets-JSONLD/${ds_id}.git"
+ds_git="git@github.com:OpenNeuroDatasets-JSONLD/${ds_id}"
+
+ldin="inputs/openneuro-jsonld/"
+mkdir -p $ldin
+ldout="outputs/openneuro-jsonld/"
+mkdir -p $ldout
+
+workdir=$(realpath ${ldin}${ds_id})
+out="${ldout}${ds_id}.jsonld"
+
+datalad clone ${ds_git} ${workdir}
+datalad get -d $workdir "${workdir}/participants.tsv"
+datalad get -d $workdir "${workdir}/participants.json"
+datalad get -d $workdir "${workdir}/dataset_description.json"
+
+# Get the dataset label
+ds_name=$(python extract_bids_dataset_name.py --ds $workdir)
+if [ "$ds_name" == "None" ] ; then ds_name=$ds_id ; else ds_name=$ds_name ; fi
+
+# Run the Neurobagel CLI
+docker run --rm -v ${workdir}:${workdir} neurobagel/bagelcli pheno --pheno ${workdir}/participants.tsv --dictionary ${workdir}/participants.json --output ${workdir} --name "$ds_name" --portal $ds_portal
+docker run --rm -v ${workdir}:${workdir} neurobagel/bagelcli bids --jsonld-path ${workdir}/pheno.jsonld  --bids-dir ${workdir} --output ${workdir}
+cp ${workdir}/pheno_bids.jsonld ${out}