diff --git a/content/README.ipynb b/content/README.ipynb
index 864065a..2109e61 100644
--- a/content/README.ipynb
+++ b/content/README.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# README\n",
     "\n",
-    "These Jupyter notebooks introduce the Python programming language as a general-purpose tool for solving everyday problems. Our focus is data journalism but the skills covered are generally useful for any project that calls for data acquisition and analysis.\n",
+    "These Jupyter notebooks introduce the Python programming language as a general-purpose tool for solving everyday problems. Our focus is data journalism but the skills covered are useful for any project that calls for data acquisition and analysis.\n",
     "\n",
     "Below are the major topics we'll cover:\n",
     "\n",
@@ -30,17 +30,11 @@
     "  * [Embracing errors](embracing_errors.ipynb)\n",
     "  * [Counting and filtering](python_count_filter.ipynb)\n",
     "  * [Reading and writing text files](python_file_io.ipynb), [CSVs](python_csv.ipynb) and JSON\n",
-    "* Data Anlysis and Wrangling with Pandas\n",
+    "* Data Wrangling and Analysis with Pandas\n",
     "  * [Stacking Data](pandas_stacking.ipynb)\n",
     "  * [Group By](pandas_groupby.ipynb)\n",
     "  * [Homicide Rates](pandas_basics_with_homicide_rates.ipynb) - Basic wrangling and analysis with the `pandas` library. Skills covered include creating a DataFrame from scratch, subsetting rows and columns, adding calculations to new columns and merging datasets.\n"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "42f66539-369d-4448-a1c2-c802a4a72c18",
-   "metadata": {},
-   "source": []
   }
  ],
  "metadata": {