Implement DOI citation tracking system using Crossref and Google Scholar APIs

doi_citation_analysis.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# DOI Citation Analysis\n",
+    "\n",
+    "This notebook analyzes citations for specific DOIs using Crossref and Google Scholar."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Import required libraries"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-12-04T13:45:54.171007Z",
+     "iopub.status.busy": "2024-12-04T13:45:54.170541Z",
+     "iopub.status.idle": "2024-12-04T13:45:54.916229Z",
+     "shell.execute_reply": "2024-12-04T13:45:54.915650Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "from scholarly import scholarly\n",
+    "from crossref.restful import Works"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Define function to check DOI citations"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-12-04T13:45:54.918389Z",
+     "iopub.status.busy": "2024-12-04T13:45:54.918129Z",
+     "iopub.status.idle": "2024-12-04T13:45:54.923307Z",
+     "shell.execute_reply": "2024-12-04T13:45:54.922821Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "def check_doi_citations(doi_list):\n",
+    "    works = Works()\n",
+    "    results = []\n",
+    "    \n",
+    "    for doi in doi_list:\n",
+    "        print(f\"Processing DOI: {doi}\")\n",
+    "        # Get citation count from Crossref\n",
+    "        try:\n",
+    "            work = works.doi(doi)\n",
+    "            crossref_citations = work['is-referenced-by-count']\n",
+    "        except:\n",
+    "            crossref_citations = None\n",
+    "            \n",
+    "        # Get citation count from Google Scholar\n",
+    "        try:\n",
+    "            query = scholarly.search_pubs(doi)\n",
+    "            pub = next(query)\n",
+    "            scholar_citations = pub.citedby\n",
+    "        except:\n",
+    "            scholar_citations = None\n",
+    "            \n",
+    "        results.append({\n",
+    "            'DOI': doi,\n",
+    "            'Crossref_Citations': crossref_citations,\n",
+    "            'Scholar_Citations': scholar_citations\n",
+    "        })\n",
+    "    \n",
+    "    return pd.DataFrame(results)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Analyze citations for specific DOIs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-12-04T13:45:54.925230Z",
+     "iopub.status.busy": "2024-12-04T13:45:54.924881Z",
+     "iopub.status.idle": "2024-12-04T13:46:02.647362Z",
+     "shell.execute_reply": "2024-12-04T13:46:02.646735Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Processing DOI: 10.5281/zenodo.5601995\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Processing DOI: 10.5281/zenodo.10432619\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Processing DOI: 10.5281/zenodo.7827755\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Processing DOI: 10.1038/s41592-019-0650-1\n"
+     ]
+    }
+   ],
+   "source": [
+    "dois = [\"10.5281/zenodo.5601995\", \"10.5281/zenodo.10432619\", \"10.5281/zenodo.7827755\", \"10.1038/s41592-019-0650-1\"]\n",
+    "citations_df = check_doi_citations(dois)\n",
+    "\n",
+    "# Save results to CSV\n",
+    "citations_df.to_csv('doi_citations.csv', index=False)"
+   ]
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}

doi_citations.csv

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+DOI,Crossref_Citations,Scholar_Citations
+10.5281/zenodo.5601995,,
+10.5281/zenodo.10432619,,
+10.5281/zenodo.7827755,,
+10.1038/s41592-019-0650-1,157.0,513