diff --git a/README.md b/README.md
index 14e3f01..b058828 100644
--- a/README.md
+++ b/README.md
@@ -36,7 +36,7 @@ There are sample notebooks in the `misinformation/notebooks` folder for you to e
 **You can run this notebook on google colab: [Here](https://colab.research.google.com/github/ssciwr/misinformation/blob/main/notebooks/get-text-from-image.ipynb)**  
 Place the data files and google cloud vision API key in your google drive to access the data.
 1. Facial analysis: Use the notebook `facial_expressions.ipynb` to identify if there are faces on the image, if they are wearing masks, and if they are not wearing masks also the race, gender and dominant emotion.
-**You can run this notebook on google colab: [Here](https://colab.research.google.com/github/ssciwr/misinformation/blob/main/notebooks/facial_expressions.)**   
+**You can run this notebook on google colab: [Here](https://colab.research.google.com/github/ssciwr/misinformation/blob/main/notebooks/facial_expressions.ipynb)**   
 Place the data files in your google drive to access the data.**
 1. Object analysis: Use the notebook `ojects_expression.ipynb` to identify certain objects in the image. Currently, the following objects are being identified: person, bicycle, car, motorcycle, airplane, bus, train, truck, boat, traffic light, cell phone.
 
diff --git a/notebooks/facial_expressions.ipynb b/notebooks/facial_expressions.ipynb
index fb632e0..dfd42f6 100644
--- a/notebooks/facial_expressions.ipynb
+++ b/notebooks/facial_expressions.ipynb
@@ -32,7 +32,7 @@
     "    # install setuptools\n",
     "    !pip install setuptools==61 -qqq\n",
     "    # install misinformation\n",
-    "    !pip install git+https://github.com/ssciwr/misinformation.git@set-up-colab -qqq\n",
+    "    !pip install git+https://github.com/ssciwr/misinformation.git -qqq\n",
     "    # mount google drive for data and API key\n",
     "    from google.colab import drive\n",
     "\n",
diff --git a/notebooks/get-text-from-image.ipynb b/notebooks/get-text-from-image.ipynb
index 136e627..32e8922 100644
--- a/notebooks/get-text-from-image.ipynb
+++ b/notebooks/get-text-from-image.ipynb
@@ -25,7 +25,7 @@
     "    # install setuptools\n",
     "    !pip install setuptools==61 -qqq\n",
     "    # install misinformation\n",
-    "    !pip install git+https://github.com/ssciwr/misinformation.git@set-up-colab -qqq\n",
+    "    !pip install git+https://github.com/ssciwr/misinformation.git -qqq\n",
     "    # mount google drive for data and API key\n",
     "    from google.colab import drive\n",
     "\n",
@@ -117,7 +117,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "misinformation.explore_analysis(mydict, identify=\"text-on-image\", analyse_text=True)"
+    "misinformation.explore_analysis(mydict, identify=\"text-on-image\")"
    ]
   },
   {