iaea-chart-of-isotopes.ipynb

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    "## IAEA Chart of Isotopes\n",
    "\n",
    "The IAEA chart of nuclides datasets offer detailed nuclear properties like half-lives, decay modes, and energy levels, invaluable for research and applications in nuclear physics, medicine, and energy due to their comprehensive coverage and well validated datasets."
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    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import plotly.express as px\n",
    "import plotly.graph_objects as go\n",
    "# the service URL\n",
    "livechart = \"https://nds.iaea.org/relnsd/v0/data?\"\n",
    "import urllib.request\n",
    "def lc_pd_dataframe(url):\n",
    "    req = urllib.request.Request(url)\n",
    "    req.add_header('User-Agent', 'Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:77.0) Gecko/20100101 Firefox/77.0')\n",
    "    return pd.read_csv(urllib.request.urlopen(req))\n",
    "df = lc_pd_dataframe(livechart + \"fields=ground_states&nuclides=all\")\n",
    "df[\"a\"]=df[\"z\"] + df[\"n\"]\n",
    "df[\"b_over_a\"] = df[\"binding\"]\n",
    "\n",
    "import plotly.express as px\n",
    "\n",
    "df[\"Proton Number [Z]\"] = df[\"z\"]\n",
    "df[\"Neutron Number [N]\"] = df[\"n\"]\n",
    "df[\"Deficit [MeV]\"] = -df[\"binding\"]/1000.0\n",
    "df[\"Odd Neutron\"] = df[\"n\"] % 2 == 1\n",
    "fig = px.scatter(\n",
    "    df,\n",
    "    x=\"Neutron Number [N]\",\n",
    "    y=\"Deficit [MeV]\", range_y=[-10.0,0.0], range_x=[0.0,200.0],\n",
    "    color='Odd Neutron',\n",
    "    animation_frame=\"Proton Number [Z]\", # Use animation_frame to specify which variable to measure for change\n",
    ")\n",
    "\n",
    "fig.add_traces(\n",
    "    list(px.line(df, x=\"Neutron Number [N]\", y=\"Deficit [MeV]\", animation_frame=\"Proton Number [Z]\" ).select_traces())\n",
    ")\n",
    "\n",
    "fig.show()\n",
    "\n",
    "\n"
   ]
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