diff --git a/notebooks/intake_esm_CMIP6_mistral_stats.ipynb b/notebooks/intake_esm_CMIP6_mistral_stats.ipynb
index 0a39441d884fe1aa2c54319b9674dc2f18d2f32f..1993c56e15faba459f1302c85ade35e63a1f179a 100644
--- a/notebooks/intake_esm_CMIP6_mistral_stats.ipynb
+++ b/notebooks/intake_esm_CMIP6_mistral_stats.ipynb
@@ -1,86 +1,5 @@
 {
  "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%load_ext lab_black"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Number of CPUs: 72, number of threads: 6, number of workers: 12\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<table style=\"border: 2px solid white;\">\n",
-       "<tr>\n",
-       "<td style=\"vertical-align: top; border: 0px solid white\">\n",
-       "<h3 style=\"text-align: left;\">Client</h3>\n",
-       "<ul style=\"text-align: left; list-style: none; margin: 0; padding: 0;\">\n",
-       "  <li><b>Scheduler: </b>inproc://10.50.44.48/31834/41</li>\n",
-       "  <li><b>Dashboard: </b><a href='http://localhost:8888/proxy/40729/status' target='_blank'>http://localhost:8888/proxy/40729/status</a></li>\n",
-       "</ul>\n",
-       "</td>\n",
-       "<td style=\"vertical-align: top; border: 0px solid white\">\n",
-       "<h3 style=\"text-align: left;\">Cluster</h3>\n",
-       "<ul style=\"text-align: left; list-style:none; margin: 0; padding: 0;\">\n",
-       "  <li><b>Workers: </b>12</li>\n",
-       "  <li><b>Cores: </b>72</li>\n",
-       "  <li><b>Memory: </b>797.25 GB</li>\n",
-       "</ul>\n",
-       "</td>\n",
-       "</tr>\n",
-       "</table>"
-      ],
-      "text/plain": [
-       "<Client: 'inproc://10.50.44.48/31834/41' processes=12 threads=72, memory=797.25 GB>"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "from dask.distributed import Client\n",
-    "import multiprocessing\n",
-    "\n",
-    "ncpu = multiprocessing.cpu_count()\n",
-    "threads = 6\n",
-    "nworker = ncpu // threads\n",
-    "print(\n",
-    "    f\"Number of CPUs: {ncpu}, number of threads: {threads}, number of workers: {nworker}\"\n",
-    ")\n",
-    "\n",
-    "client = Client(\n",
-    "    processes=False, threads_per_worker=threads, n_workers=nworker, memory_limit=\"256GB\"\n",
-    ")\n",
-    "client"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Intake to load CMIP data\n",
-    "\n",
-    "### Using intake-esm on mistral\n",
-    "- install intake-esm: https://intake-esm.readthedocs.io/en/latest/installation.html\n",
-    "- check the already built catalogs: `/work/ik1017/Catalogs/` or `https://github.com/NCAR/intake-esm-datastore/` and skip long catalog building process of running the builder"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 25,
@@ -106,24 +25,6 @@
     "# CMIP6"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 36,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#!ls -all /work/ik1017/Catalogs/mistral-cmip6.*"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#!cat /work/ik1017/Catalogs/mistral-cmip6.json"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 164,
@@ -134,15 +35,6 @@
     "plt.rcParams['figure.figsize'] = 10, 4"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import os"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 27,