2zadanie/matplotlib.ipynb

116 lines
78 KiB
Plaintext

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "89d44664-3809-4ef2-a2e1-ad5a719c4880",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"x = np.linspace(0, 10, 100)\n",
"y1 = np.sin(x)\n",
"y2 = np.cos(x)\n",
"\n",
"# Рисуем синус красным цветом\n",
"plt.plot(x, y1, label='sin(x)', color='red') \n",
"\n",
"# Рисуем косинус синим цветом (второй график)\n",
"plt.plot(x, y2, label='cos(x)', color='blue', linestyle='--') \n",
"\n",
"plt.xlabel(\"X\")\n",
"plt.ylabel(\"Y\")\n",
"plt.title(\"График синуса и косинуса\")\n",
"plt.legend()\n",
"plt.grid(True)\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "33ea6b40-e74b-43e5-8c0a-e909a23c0810",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x300 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"plt.figure(figsize=(10, 3))\n",
"\n",
"# 1. Точечный график (Scatter)\n",
"plt.subplot(131)\n",
"plt.scatter(np.random.rand(20), np.random.rand(20), color='green')\n",
"plt.title(\"Scatter\")\n",
"\n",
"# 2. Столбчатая диаграмма (Bar)\n",
"plt.subplot(132)\n",
"plt.bar(['A', 'B', 'C'], [5, 10, 7]) # Добавили высоту столбиков [5, 10, 7]\n",
"plt.title(\"Bar\")\n",
"\n",
"# 3. Гистограмма (Hist)\n",
"plt.subplot(133)\n",
"data = np.random.randn(1000)\n",
"plt.hist(data, bins=20, color='orange')\n",
"plt.title(\"Histogram\")\n",
"\n",
"plt.tight_layout()\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "728fb98e-2555-44c2-9ed9-593f9dad13bc",
"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": "3.13.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}