# Google Scholar

## Overview

| Property | Value |
|----------|-------|
| **Status** | private |
| **Method** | `GET` |
| **Endpoint** | `/v2/google/scholar` |
| **Base URL** | `https://api.autom.dev` |
| **Credit Cost** | 1 credit per call |
| **Documentation** | https://www.piloterr.com/library/google-scholar |

## Description

Extract academic research data from Google Scholar efficiently.

## Authentication

- **Key Name:** `x-api-key`
- **Location:** HTTP Header
- **Get an API key:** https://app.autom.dev/register

## Example Request

```bash
curl --location --request GET 'https://api.autom.dev/v2/google/scholar' \
  --header 'Content-Type: application/json' \
  --header 'x-api-key: YOUR_API_KEY'
```

## Example Response

### Example

```json
[
  {
    "link": "https://scholar.google.com/scholar?hl=fr&as_sdt=0,5&q=data+analysis&oq=data#1",
    "title": "Data Analysis Techniques: A Comprehensive Guide",
    "authors": [
      "J. Smith",
      "A. Doe"
    ],
    "snippet": "This paper explores various data analysis techniques used in data science, including their applications and benefits."
  },
  {
    "link": "https://scholar.google.com/scholar?hl=fr&as_sdt=0,5&q=data+analysis&oq=data#2",
    "title": "Advanced Data Analysis Methods in Machine Learning",
    "authors": [
      "R. Johnson",
      "P. Kumar"
    ],
    "snippet": "The paper delves into advanced data analysis methods that are implemented in machine learning models, highlighting the growing importance of data precision."
  },
  {
    "link": "https://scholar.google.com/scholar?hl=fr&as_sdt=0,5&q=data+analysis&oq=data#3",
    "title": "Data Analysis in the Age of Big Data",
    "authors": [
      "L. Chen",
      "S. Li"
    ],
    "snippet": "This study offers insights into data analysis practices adapted for big data environments, focusing on tools and technologies."
  },
  {
    "link": "https://scholar.google.com/scholar?hl=fr&as_sdt=0,5&q=data+analysis&oq=data#4",
    "title": "Comparative Study of Statistical Data Analysis and Machine Learning",
    "authors": [
      "M. Brown",
      "E. Wilson"
    ],
    "snippet": "The research compares traditional statistical data analysis techniques with modern machine learning methods, emphasizing their respective strengths and weaknesses."
  },
  {
    "link": "https://scholar.google.com/scholar?hl=fr&as_sdt=0,5&q=data+analysis&oq=data#5",
    "title": "Data Analysis Using Python: Tools and Techniques",
    "authors": [
      "S. Gupta",
      "J. Green"
    ],
    "snippet": "Explores various tools and techniques available for data analysis using the Python programming language, with practical examples and case studies."
  },
  {
    "link": "https://scholar.google.com/scholar?hl=fr&as_sdt=0,5&q=data+analysis&oq=data#6",
    "title": "An Overview of Data Analysis in Business Intelligence",
    "authors": [
      "B. Thompson",
      "C. Davis"
    ],
    "snippet": "Discusses the role of data analysis in business intelligence, including its impact on decision-making processes and strategic planning."
  },
  {
    "link": "https://scholar.google.com/scholar?hl=fr&as_sdt=0,5&q=data+analysis&oq=data#7",
    "title": "Effective Data Analysis Strategies for Health Informatics",
    "authors": [
      "N. Patel",
      "Y. Wang"
    ],
    "snippet": "Focuses on data analysis strategies specifically tailored for health informatics, highlighting the importance of accurate data interpretation in improving healthcare outcomes."
  },
  {
    "link": "https://scholar.google.com/scholar?hl=fr&as_sdt=0,5&q=data+analysis&oq=data#8",
    "title": "Challenges and Solutions in Data Analysis for IoT",
    "authors": [
      "D. Carter",
      "V. Reddy"
    ],
    "snippet": "Examines the unique challenges faced in analyzing data generated from Internet of Things (IoT) devices and proposes effective solutions."
  },
  {
    "link": "https://scholar.google.com/scholar?hl=fr&as_sdt=0,5&q=data+analysis&oq=data#9",
    "title": "Innovations in Data Analysis Algorithms",
    "authors": [
      "K. Martin",
      "J. Lee"
    ],
    "snippet": "A collection of recent advancements and innovations in data analysis algorithms, showcasing improvements in efficiency and accuracy."
  },
  {
    "link": "https://scholar.google.com/scholar?hl=fr&as_sdt=0,5&q=data+analysis&oq=data#10",
    "title": "Utilizing Data Analysis for Improving Educational Outcomes",
    "authors": [
      "E. Garcia",
      "H. Roberts"
    ],
    "snippet": "Investigates how data analysis can be leveraged to enhance educational outcomes, through the use of various analytical tools and methodologies."
  }
]
```

## Documentation

## Overview
Extract academic research data from Google Scholar efficiently.

## Quickstart
```
GET https://api.piloterr.com/v2/google/scholar?query=example
```

## Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
| `query` | string | yes | Search query or target identifier |

## Main use cases
- Integrate Google Scholar data into enrichment, analytics, and monitoring pipelines
- Automate large-scale extraction from Google without maintaining scrapers
- Power internal dashboards and workflow automations with live Google data