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\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "\n", + "# Create a large DataFrame with random data\n", + "np.random.seed(0)\n", + "data = np.random.randn(100, 30) # 100 rows and 10 columns\n", + "columns = [f'Column_{i}' for i in range(30)]\n", + "df = pd.DataFrame(data, columns=columns)\n", + "\n", + "# Function to color negative numbers red and positive numbers green\n", + "def color_negative_red(value):\n", + " color = 'red' if value < 0 else 'green'\n", + " return f'color: {color}'\n", + "\n", + "# Apply Styling\n", + "styled_df = df.style.applymap(color_negative_red)\n", + "\n", + "# Display the styled DataFrame in a Jupyter Notebook\n", + "styled_df\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "357c38a3-5142-40ed-af9f-c1ca5ede7a5c", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/01.03-Magic-Commands.ipynb b/notebooks/01.03-Magic-Commands.ipynb index 4a47b373a..38412a4e9 100644 --- a/notebooks/01.03-Magic-Commands.ipynb +++ b/notebooks/01.03-Magic-Commands.ipynb @@ -30,7 +30,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The previous two sections showed how IPython lets you use and explore Python efficiently and interactively.\n", + "The previous two secti ons showed how IPython lets you use and explore Python efficiently and interactively.\n", "Here we'll begin discussing some of the enhancements that IPython adds on top of the normal Python syntax.\n", "These are known in IPython as *magic commands*, and are prefixed by the ``%`` character.\n", "These magic commands are designed to succinctly solve various common problems in standard data analysis.\n", @@ -211,7 +211,7 @@ "metadata": { "anaconda-cloud": {}, "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -229,5 +229,5 @@ } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 4 }