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@Antara000
Created February 23, 2024 03:33
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{
"cells": [
{
"cell_type": "markdown",
"id": "2348c3f3-994b-4cb3-b9ea-b0d16452279b",
"metadata": {},
"source": [
"**NAMA : MAKMUR PERKASA**\n",
"\n",
"**NIT : 21181161**"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "6378a8d0-89b8-4b62-9edb-21b50a71cf75",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"x_line = np.linspace(0, 10, 100)\n",
"y_line = np.sin(x_line)\n",
"\n",
"np.random.seed(42)\n",
"x_scatter = np.random.rand(50)\n",
"y_scatter = np.random.rand(50)\n",
"\n",
"x_contour = np.linspace(-5, 5, 100)\n",
"y_contour = np.linspace(-5, 5, 100)\n",
"X, Y = np.meshgrid(x_contour, y_contour)\n",
"Z = np.sin(np.sqrt(X**2 + Y**2))\n",
"\n",
"plt.figure(figsize=(12, 4))\n",
"plt.subplot(1, 3, 1)\n",
"plt.plot(x_line, y_line, label='Line Plot')\n",
"plt.title('Line Plot')\n",
"plt.xlabel('X-axis')\n",
"plt.ylabel('Y-axis')\n",
"plt.legend()\n",
"\n",
"plt.subplot(1, 3, 2)\n",
"plt.scatter(x_scatter, y_scatter, label='Scatter Plot', color='red')\n",
"plt.title('Scatter Plot')\n",
"plt.xlabel('X-axis')\n",
"plt.ylabel('Y-axis')\n",
"plt.legend()\n",
"\n",
"plt.subplot(1, 3, 3)\n",
"contour_plot = plt.contour(X, Y, Z, cmap='viridis')\n",
"plt.title('Contour Plot')\n",
"plt.xlabel('X-axis')\n",
"plt.ylabel('Y-axis')\n",
"plt.colorbar(contour_plot, label='Z-axis')\n",
"\n",
"plt.tight_layout()\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "006fe984-d732-4b55-8616-db9f84e400ea",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "e427b3ce-c31f-4a8e-b8ce-1f5d77711951",
"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": "3.12.1"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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