using JensenShannonDistance2BarChartDescriptionColumnAdder

src/HowBadIsMyBatch.ipynb

@@ -8,6 +8,7 @@
    "outputs": [],
    "source": [
     "from CountryCountsByBatchcodeTable2BarChartDescriptionTableConverter import CountryCountsByBatchcodeTable2BarChartDescriptionTableConverter\n",
+    "from JensenShannonDistance2BarChartDescriptionColumnAdder import JensenShannonDistance2BarChartDescriptionColumnAdder\n",
     "from CountriesByBatchcodeProvider import getCountryCountsByBatchcodeTable, filterByBatchcodes\n",
     "from Column2DataframeAdder import addColumn2Dataframe\n",
     "from BatchCodeTableFactory import BatchCodeTableFactory\n",
@@ -36,7 +37,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "print(datetime.now().strftime(\"%d.%m.%Y, %H:%M:%S Uhr\"))\n"
+    "print(datetime.now().strftime(\"%d.%m.%Y, %H:%M:%S Uhr\"))"
    ]
   },
   {
@@ -212,6 +213,17 @@
     "barChartDescriptionTable"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "13bdd443",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "barChartDescriptionTableWithJensenShannonDistance = JensenShannonDistance2BarChartDescriptionColumnAdder.addJensenShannonDistance2BarChartDescriptionColumn(barChartDescriptionTable)\n",
+    "barChartDescriptionTableWithJensenShannonDistance"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -220,7 +232,7 @@
    "outputs": [],
    "source": [
     "IOUtils.saveDictAsJson(\n",
-    "    BarChartDescriptionTable2DictionaryConverter.convert2Dictionary(barChartDescriptionTable, internationalVaersCovid19),\n",
+    "    BarChartDescriptionTable2DictionaryConverter.convert2Dictionary(barChartDescriptionTableWithJensenShannonDistance, internationalVaersCovid19),\n",
     "    '../docs/data/barChartDescriptionTable.json')\n"
    ]
   },
@@ -370,9 +382,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "howbadismybatch-venv-kernel",
+   "display_name": "howbadismybatch-venv",
    "language": "python",
-   "name": "howbadismybatch-venv-kernel"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -385,11 +397,6 @@
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": "3.9.15"
-  },
-  "vscode": {
-   "interpreter": {
-    "hash": "1bce2b9b19ce5f16d695ff75ac05095b3e564c169ff454b58b87cb796c0695b8"
-   }
   }
  },
  "nbformat": 4,

src/JensenShannonDistance2BarChartDescriptionColumnAdder.py

@@ -13,6 +13,7 @@ class JensenShannonDistance2BarChartDescriptionColumnAdder:
     def _addJensenShannonDistance2BarChartDescription(barChartDescription):
         return {
             **barChartDescription,
+            # https://machinelearningmastery.com/divergence-between-probability-distributions/: 0 (identical) and 1 (maximally different)
             'Jensen-Shannon distance': distance.jensenshannon(
                 barChartDescription['Adverse Reaction Reports guessed'],
                 barChartDescription['Adverse Reaction Reports known'],