diff --git a/sdk/tests/chart/binary_data_quality.ipynb b/sdk/tests/chart/binary_data_quality.ipynb
index 56a8ca0..7779b1d 100644
--- a/sdk/tests/chart/binary_data_quality.ipynb
+++ b/sdk/tests/chart/binary_data_quality.ipynb
@@ -34,7 +34,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "d856714cff904d74a6ac25d8a3e81293",
+       "model_id": "0f59b3c8ba364f6c9975416b7470e09c",
        "version_major": 2,
        "version_minor": 0
       },
@@ -48,7 +48,7 @@
     }
    ],
    "source": [
-    "from radicalbit_platform_sdk.charts impor RadicalbitChart, RbitChartData\n",
+    "from radicalbit_platform_sdk.charts import RadicalbitChart, RbitChartData\n",
     "\n",
     "RadicalbitChart().data_quality(data=RbitChartData(\n",
     "    model=model,\n",
diff --git a/sdk/tests/chart/binary_model_quality.ipynb b/sdk/tests/chart/binary_model_quality.ipynb
index afffce9..1084dad 100644
--- a/sdk/tests/chart/binary_model_quality.ipynb
+++ b/sdk/tests/chart/binary_model_quality.ipynb
@@ -19,15 +19,7 @@
    "execution_count": 2,
    "id": "6b003783-f258-4687-b689-7564a433d2c8",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "f1=0.8512557559815072 accuracy=0.8563333333333333 weighted_precision=0.8504885379797771 weighted_recall=0.8563333333333333 weighted_f_measure=0.8512557559815072 weighted_true_positive_rate=0.8563333333333333 weighted_false_positive_rate=0.3078430650916095 area_under_roc=0.9170999040203395 area_under_pr=0.7894282641864298 log_loss=2.4781894979586054 precision=0.7491638795986622 recall=0.6145404663923183 f_measure=0.6752072343632253 true_positive_rate=0.6145404663923183 false_positive_rate=0.06605019815059446 true_positive_count=448 false_positive_count=150 true_negative_count=2121 false_negative_count=281\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "ref = model.get_reference_datasets()[0]\n",
     "cur1 = model.get_current_datasets()[0]"
@@ -42,7 +34,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "01d1caf034994d3a9a23cf305a00b148",
+       "model_id": "f0abbc9226bf4e33bc01b285b5be53ac",
        "version_major": 2,
        "version_minor": 0
       },
@@ -65,38 +57,6 @@
     "))"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "788cce87-af03-4ae5-aac0-de0ec6144846",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "d0f326b371bc49ec91b4e22e9269141b",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "VBox(children=(EChartsRawWidget(option={'grid': {'left': 0, 'right': 20, 'bottom': 0, 'top': 40, 'containLabel…"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "from radicalbit_platform_sdk.charts import RadicalbitChart, RbitChartData\n",
-    "\n",
-    "RadicalbitChart().numerical_feature_chart(data=RbitChartData(\n",
-    "    model=model,\n",
-    "    reference=ref,\n",
-    "    current=cur1\n",
-    "))"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
diff --git a/sdk/tests/chart/multiclass_data_quality.ipynb b/sdk/tests/chart/multiclass_data_quality.ipynb
index c5ad279..d8217dd 100644
--- a/sdk/tests/chart/multiclass_data_quality.ipynb
+++ b/sdk/tests/chart/multiclass_data_quality.ipynb
@@ -34,7 +34,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "6f0da8755da649a19bf11ffc3f8e713c",
+       "model_id": "84407dbbcd154db59823e46a8b749fa2",
        "version_major": 2,
        "version_minor": 0
       },
diff --git a/sdk/tests/chart/multiclass_model_quality.ipynb b/sdk/tests/chart/multiclass_model_quality.ipynb
index 62e4e0d..1061a04 100644
--- a/sdk/tests/chart/multiclass_model_quality.ipynb
+++ b/sdk/tests/chart/multiclass_model_quality.ipynb
@@ -34,12 +34,12 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "9b075be5dd394101b93071e93a36ea99",
+       "model_id": "f80235f6d13945c9985a94a0c716c971",
        "version_major": 2,
        "version_minor": 0
       },
       "text/plain": [
-       "EChartsRawWidget(option={'yAxis': {'type': 'value', 'axisLabel': {'fontSize': 9, 'color': '#9b99a1'}, 'splitLi…"
+       "VBox(children=(EChartsRawWidget(option={'yAxis': {'type': 'category', 'axisTick': {'show': False}, 'axisLine':…"
       ]
      },
      "execution_count": 3,
@@ -50,7 +50,7 @@
    "source": [
     "from radicalbit_platform_sdk.charts import RadicalbitChart, RbitChartData\n",
     "\n",
-    "RadicalbitChart().multiclass_recall_chart(data=RbitChartData(\n",
+    "RadicalbitChart().model_quality(data=RbitChartData(\n",
     "    model=model,\n",
     "    reference=ref,\n",
     "    current=cur1\n",
diff --git a/sdk/tests/chart/regression_data_quality.ipynb b/sdk/tests/chart/regression_data_quality.ipynb
index fb73922..2c44668 100644
--- a/sdk/tests/chart/regression_data_quality.ipynb
+++ b/sdk/tests/chart/regression_data_quality.ipynb
@@ -34,7 +34,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "bcd92fe076874ac7894aa1c2a6720cfc",
+       "model_id": "14b17675180b434097bf337ed51d8fef",
        "version_major": 2,
        "version_minor": 0
       },
diff --git a/sdk/tests/chart/regression_model_quality.ipynb b/sdk/tests/chart/regression_model_quality.ipynb
index 765c351..326df45 100644
--- a/sdk/tests/chart/regression_model_quality.ipynb
+++ b/sdk/tests/chart/regression_model_quality.ipynb
@@ -43,7 +43,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "ba1bac059164429fbe9baa613f95a822",
+       "model_id": "f66d37cb600f490184b2950342ec910b",
        "version_major": 2,
        "version_minor": 0
       },