Plot multilingual AUCs.ipynb

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       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xxx = \"\"\"Portuguese 1.0\n",
    "French 0.9863945578231292\n",
    "German 0.9863945578231292\n",
    "Spanish 0.9659863945578231\n",
    "Russian 0.9863945578231292\n",
    "Chinese 1.0\n",
    "Afrikaans 0.8707482993197279\n",
    "Cebuano 0.5442176870748299\n",
    "Kannada 0.3945578231292517\n",
    "Hebrew 1.0\n",
    "Norwegian 0.8571428571428571\"\"\"\n",
    "\n",
    "languages = [x.split()[0] for x in xxx.split(\"\\n\")]\n",
    "rocs = [float(x.split()[1]) for x in xxx.split(\"\\n\")]\n",
    "\n",
    "df = pd.DataFrame({\"language\":languages, \"AUC\":rocs})\n",
    "\n",
    "\n",
    "fig = px.bar(data_frame=df, y=\"language\", x=\"AUC\", title=\"Conversion rate\",\n",
    "#                    color_discrete_sequence=fastdatascience.colour_sequence\n",
    "                  )\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "ae8021c0",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import pandas as pd\n",
    "import plotly.express as px\n",
    "\n",
    "\n",
    "fig = px.bar(data_frame=df, y=\"language\", x=\"AUC\", title=\"Harmony performance<br>between languages on GAD-7\",\n",
    "#                    color_discrete_sequence=fastdatascience.colour_sequence\n",
    "                  )\n",
    "# harmonybrand.harmonydark(fig)\n",
    "fig.add_layout_image(\n",
    "    dict(\n",
    "        source=\"https://raw.githubusercontent.com/harmonydata/brand/main/logomark/PNG/Logomark-04.png\",\n",
    "        xref=\"paper\", yref=\"paper\",\n",
    "        x=1.05, y=1.05,\n",
    "        sizex=0.25, sizey=0.25,\n",
    "        xanchor=\"right\", yanchor=\"bottom\"\n",
    "    )\n",
    ")\n",
    "\n",
    "fig.update_layout(\n",
    "#     font_family=\"Montserrat-Regular\",\n",
    "    title_font_family=\"Montserrat\",\n",
    "    xaxis_title=\"AUC on GAD-7 English vs other language\",\n",
    "    yaxis_title=\"Language\",\n",
    "    font=dict(\n",
    "        family=\"Pragmatica\",\n",
    "        size=24,\n",
    "        color=\"rgb(255,255,255)\"\n",
    "    ),\n",
    "    title_font=dict(\n",
    "        family=\"Montserrat\",\n",
    "        size=48,\n",
    "        color=\"rgb(99,230,178)\"\n",
    "    ),\n",
    "    paper_bgcolor='rgb(17,30,84)',\n",
    "    plot_bgcolor='rgb(17,30,84)',\n",
    "    width=1080,\n",
    "    height=1080,\n",
    "    margin=dict(l=150, r=100, t=200, b=150),\n",
    ")\n",
    "\n",
    "# fig.update_xaxes(showline=True, linewidth=1, linecolor='#cccccc', gridcolor='#cccccc')\n",
    "# fig.update_yaxes(showline=True, linewidth=1, linecolor='#cccccc', gridcolor='#cccccc')\n",
    "\n",
    "# fig.update_traces(line_color='#80ed99')\n",
    "    \n",
    "fig.write_image(\"language_aucs.svg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "860c171a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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