Suchana34/exponentgraph.ipynb

## exponentgraph.ipynb
{
 "cells": [
{
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'pdf')"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pdf_data_expon = pd.DataFrame({'success': range(0, 5100, 100), 'pdf' : stats.expon.pdf(range(0,5100,100), 1/1000, 1000)})\n",
    "plt.figure(figsize = (10,4))\n",
    "sn.barplot(x = pdf_data_expon.success, y = pdf_data_expon.pdf)\n",
    "plt.xticks(rotation = 90)\n",
    "plt.xlabel('time to failure')\n",
    "plt.ylabel('pdf')"
   ]
  },
   {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
	{
	"cells": [
	{
	"cell_type": "code",
	"execution_count": 28,
	"metadata": {},
	"outputs": [
	{
	"data": {
	"text/plain": [
	"Text(0, 0.5, 'pdf')"
	]
	},
	"execution_count": 28,
	"metadata": {},
	"output_type": "execute_result"
	},
	{
	"data": {
	"image/png": 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\n",
	"text/plain": [
	"<Figure size 720x288 with 1 Axes>"
	]
	},
	"metadata": {
	"needs_background": "light"
	},
	"output_type": "display_data"
	}
	],
	"source": [
	"pdf_data_expon = pd.DataFrame({'success': range(0, 5100, 100), 'pdf' : stats.expon.pdf(range(0,5100,100), 1/1000, 1000)})\n",
	"plt.figure(figsize = (10,4))\n",
	"sn.barplot(x = pdf_data_expon.success, y = pdf_data_expon.pdf)\n",
	"plt.xticks(rotation = 90)\n",
	"plt.xlabel('time to failure')\n",
	"plt.ylabel('pdf')"
	]
	},
	{
	"cell_type": "code",
	"execution_count": null,
	"metadata": {},
	"outputs": [],
	"source": []
	}
	],
	"metadata": {
	"kernelspec": {
	"display_name": "Python 3",
	"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": "3.7.1"
	}
	},
	"nbformat": 4,
	"nbformat_minor": 2
	}