factbook JSONPath examples

bde1bffe · Jakob Beetz · a334bc7d · bde1bffe · bde1bffe
Commit bde1bffe authored 2 years ago by Jakob Beetz
--- a/03_Python_intro_EN/JSONPath-examples.ipynb
+++ b/03_Python_intro_EN/JSONPath-examples.ipynb
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "69e7e898",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "wrote <_io.TextIOWrapper name='d:\\\\data\\\\world_factbook\\\\europe\\\\..\\\\europe.json' mode='w' encoding='cp1252'>\n"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "\n",
+    "directory = r'd:\\data\\world_factbook\\europe'\n",
+    "\n",
+    "data = []\n",
+    "for filename in os.listdir(directory):\n",
+    "    if filename.endswith('.json'):\n",
+    "        with open(os.path.join(directory, filename), 'r', encoding=\"utf-8\") as f:\n",
+    "            data.append(json.load(f))\n",
+    "\n",
+    "with open(os.path.join(directory+\"\\..\", os.path.basename(directory) + '.json'), 'w') as f:\n",
+    "    json.dump(data, f, indent=4)\n",
+    "    print (f\"wrote {f.}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "cf7be16d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting jsonpath-ng\n",
+      "  Downloading jsonpath_ng-1.5.3-py3-none-any.whl (29 kB)\n",
+      "Requirement already satisfied: decorator in c:\\users\\jakob\\anaconda3\\lib\\site-packages (from jsonpath-ng) (5.1.1)\n",
+      "Collecting ply\n",
+      "  Downloading ply-3.11-py2.py3-none-any.whl (49 kB)\n",
+      "Requirement already satisfied: six in c:\\users\\jakob\\anaconda3\\lib\\site-packages (from jsonpath-ng) (1.16.0)\n",
+      "Installing collected packages: ply, jsonpath-ng\n",
+      "Successfully installed jsonpath-ng-1.5.3 ply-3.11\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install jsonpath-ng"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "656c7df0",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[{'beer': {'text': '1.75 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.08 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.43 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '4.4 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '1.15 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '3.59 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.32 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '10.99 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '4.98 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '6.3 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.9 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '11.9 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '3.7 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.35 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.3 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.09 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '9.15 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '3.41 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.19 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.17 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '0.62 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '5.46 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '0.47 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '2.26 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '2.66 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '4.67 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '10.57 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '0.98 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.44 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.06 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '4.96 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '11.18 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '1.72 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '2.85 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '4.02 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '9.59 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '2.72 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '3.42 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.66 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '9.16 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '4.08 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.92 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.82 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.29 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '10.91 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '2.88 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '1.13 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '4.6 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '11.65 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '1.92 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '6.77 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '3.24 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '12.73 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '2.73 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '3.76 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.91 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.96 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '8.23 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '1.59 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '2.52 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.18 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.3 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '11.44 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '6.44 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '5.57 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.97 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '10.56 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '3.02 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '2.13 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.08 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.45 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '6.33 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '2.66 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.75 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.36 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.37 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '9.64 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '3.52 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '3.96 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '3.5 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '10.79 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '3.33 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.39 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.22 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '7.72 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '2.11 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '1.99 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '0.83 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '7.65 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '4.83 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.9 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '1 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '5.3 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '12.9 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '1.7 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.61 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '1.48 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '4.96 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '11.93 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '0.88 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.14 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '4.14 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '10.3 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '2.01 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.04 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.14 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '11 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '4.73 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '1.53 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.1 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.25 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '7.45 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '3.57 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '3.83 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.16 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '3.22 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '9.91 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '2.68 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '1.93 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.03 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '0.9 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '3.9 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '1.03 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '2.8 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.42 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.51 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '8.07 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '2.34 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '3.95 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.36 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '8.23 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '2.92 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '2.63 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.19 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '6.05 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '2.23 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '5.72 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '4.36 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '10.96 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '0.88 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '2.62 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.37 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.34 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '10.37 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '6.04 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '3.24 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.22 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.37 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '7.45 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '1.62 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '5.33 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.25 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '10.96 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '3.38 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.54 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.26 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '11.05 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '5.26 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '4.67 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.19 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.34 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '10.72 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '3.52 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '2.6 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.1 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '7.1 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '3.4 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '3.17 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.12 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '1.76 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '9.41 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '4.35 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '3.53 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.61 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.35 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '9.8 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '3.3 liters of pure alcohol (2019 est.)'}},\n",
+      " {'beer': {'text': '2.44 liters of pure alcohol (2019 est.)'},\n",
+      "  'other alcohols': {'text': '0.05 liters of pure alcohol (2019 est.)'},\n",
+      "  'spirits': {'text': '2.88 liters of pure alcohol (2019 est.)'},\n",
+      "  'total': {'text': '5.69 liters of pure alcohol (2019 est.)'},\n",
+      "  'wine': {'text': '0.32 liters of pure alcohol (2019 est.)'}}]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from jsonpath_ng import jsonpath, parse\n",
+    "from pprint import pprint\n",
+    "\n",
+    "FILE=\"d:\\\\data\\\\world_factbook\\\\europe\\\\..\\\\europe.json\"\n",
+    "\n",
+    "with open(FILE, 'r', encoding=\"utf-8\") as f:\n",
+    "    data = json.load(f)\n",
+    "\n",
+    "jsonpath_expression = parse('$..[\"Alcohol consumption per capita\"]')\n",
+    "\n",
+    "\n",
+    "results = [match.value for match in jsonpath_expression.find(data)]\n",
+    "\n",
+    "pprint(results)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b5cc70a9",
+   "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": "3.9.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
+%% Cell type:code id:69e7e898 tags:
+
+``` python
+import os
+import json
+
+directory = r'd:\data\world_factbook\europe'
+
+data = []
+for filename in os.listdir(directory):
+    if filename.endswith('.json'):
+        with open(os.path.join(directory, filename), 'r', encoding="utf-8") as f:
+            data.append(json.load(f))
+
+with open(os.path.join(directory+"\..", os.path.basename(directory) + '.json'), 'w') as f:
+    json.dump(data, f, indent=4)
+    print (f"wrote {f.}")
+```
+
+%% Output
+
+    wrote <_io.TextIOWrapper name='d:\\data\\world_factbook\\europe\\..\\europe.json' mode='w' encoding='cp1252'>
+
+%% Cell type:code id:cf7be16d tags:
+
+``` python
+!pip install jsonpath-ng
+```
+
+%% Output
+
+    Collecting jsonpath-ng
+      Downloading jsonpath_ng-1.5.3-py3-none-any.whl (29 kB)
+    Requirement already satisfied: decorator in c:\users\jakob\anaconda3\lib\site-packages (from jsonpath-ng) (5.1.1)
+    Collecting ply
+      Downloading ply-3.11-py2.py3-none-any.whl (49 kB)
+    Requirement already satisfied: six in c:\users\jakob\anaconda3\lib\site-packages (from jsonpath-ng) (1.16.0)
+    Installing collected packages: ply, jsonpath-ng
+    Successfully installed jsonpath-ng-1.5.3 ply-3.11
+
+%% Cell type:code id:656c7df0 tags:
+
+``` python
+from jsonpath_ng import jsonpath, parse
+from pprint import pprint
+
+FILE="d:\\data\\world_factbook\\europe\\..\\europe.json"
+
+with open(FILE, 'r', encoding="utf-8") as f:
+    data = json.load(f)
+
+jsonpath_expression = parse('$..["Alcohol consumption per capita"]')
+
+
+results = [match.value for match in jsonpath_expression.find(data)]
+
+pprint(results)
+```
+
+%% Output
+
+    [{'beer': {'text': '1.75 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.08 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.43 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '4.4 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '1.15 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '3.59 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.32 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '10.99 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '4.98 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '6.3 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.9 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '11.9 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '3.7 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.35 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.3 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.09 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '9.15 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '3.41 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.19 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.17 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '0.62 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '5.46 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '0.47 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '2.26 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '2.66 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '4.67 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '10.57 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '0.98 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.44 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.06 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '4.96 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '11.18 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '1.72 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '2.85 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '4.02 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '9.59 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '2.72 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '3.42 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.66 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '9.16 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '4.08 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.92 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.82 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.29 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '10.91 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '2.88 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '1.13 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '4.6 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '11.65 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '1.92 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '6.77 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '3.24 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '12.73 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '2.73 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '3.76 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.91 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.96 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '8.23 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '1.59 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '2.52 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.18 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.3 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '11.44 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '6.44 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '5.57 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.97 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '10.56 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '3.02 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '2.13 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.08 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.45 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '6.33 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '2.66 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.75 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.36 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.37 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '9.64 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '3.52 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '3.96 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '3.5 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '10.79 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '3.33 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.39 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.22 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '7.72 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '2.11 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '1.99 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '0.83 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '7.65 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '4.83 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.9 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '1 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '5.3 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '12.9 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '1.7 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.61 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '1.48 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '4.96 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '11.93 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '0.88 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.14 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '4.14 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '10.3 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '2.01 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.04 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.14 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '11 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '4.73 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '1.53 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.1 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.25 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '7.45 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '3.57 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '3.83 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.16 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '3.22 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '9.91 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '2.68 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '1.93 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.03 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '0.9 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '3.9 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '1.03 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '2.8 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.42 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.51 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '8.07 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '2.34 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '3.95 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.36 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '8.23 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '2.92 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '2.63 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.19 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '6.05 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '2.23 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '5.72 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '4.36 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '10.96 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '0.88 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '2.62 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.37 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.34 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '10.37 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '6.04 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '3.24 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.22 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.37 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '7.45 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '1.62 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '5.33 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.25 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '10.96 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '3.38 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.54 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.26 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '11.05 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '5.26 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '4.67 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.19 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.34 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '10.72 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '3.52 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '2.6 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.1 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '7.1 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '3.4 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '3.17 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.12 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '1.76 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '9.41 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '4.35 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '3.53 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.61 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.35 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '9.8 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '3.3 liters of pure alcohol (2019 est.)'}},
+     {'beer': {'text': '2.44 liters of pure alcohol (2019 est.)'},
+      'other alcohols': {'text': '0.05 liters of pure alcohol (2019 est.)'},
+      'spirits': {'text': '2.88 liters of pure alcohol (2019 est.)'},
+      'total': {'text': '5.69 liters of pure alcohol (2019 est.)'},
+      'wine': {'text': '0.32 liters of pure alcohol (2019 est.)'}}]
+
+%% Cell type:code id:b5cc70a9 tags:
+
+``` python
+```
--- a/data/europe.json
+++ b/data/europe.json