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Stack Overflow Scraper | Questions Answers and Tags

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Stack Overflow Scraper | Questions Answers and Tags

Stack Overflow Scraper | Questions Answers and Tags

Extract questions, answers, votes, tags, authors, comments, and accepted answers from Stack Overflow. Search by topic or filter by tag to build developer Q&A datasets, monitor trending technologies, or train AI coding assistants on real-world programming problems and solutions.

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ParseForge

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💬 Stack Overflow Scraper

🚀 Export Stack Overflow questions, scores, tags, and author data in seconds. No login required.

🕒 Last updated: 2026-05-21 · 📊 16 fields per record · Up to 1,000,000 questions · Stack Overflow (global)

The Stack Overflow Scraper lets you extract questions from Stack Overflow using the official Stack Exchange public API v2.3. Search by keyword, filter by tags, sort by votes or recency, and download structured data instantly - no API key required for standard usage.

Stack Overflow hosts over 58 million questions spanning virtually every programming topic. This scraper gives you programmatic access to that knowledge base: question scores, answer counts, view counts, accepted answers, author reputation, tags, and more - all in clean JSON ready for CSV, Excel, or direct integration.

Coverage: All public Stack Overflow questions accessible via the Stack Exchange API. Covers millions of questions across thousands of tags, from JavaScript and Python to DevOps and machine learning. Every record includes 16 structured fields.

Who uses itWhy
DevelopersTrack trends in frameworks and languages
ResearchersStudy Q&A dynamics, tag co-occurrence, community patterns
Data scientistsBuild NLP datasets from real technical questions
Tech recruitersIdentify in-demand skills by tag volume and score
EducatorsFind top-voted questions for curriculum building
Product managersBenchmark competitor pain points and developer friction

📋 What the Stack Overflow Scraper does

  • Search questions by keyword (title match) across all of Stack Overflow
  • Filter questions by one or more tags (e.g. javascript, python,pandas)
  • Browse top-voted, most active, or newest questions without a search query
  • Sort results by votes, activity, creation date, or relevance
  • Capture full metadata: score, answer count, view count, accepted answer ID, bounty amount
  • Extract author details: display name and reputation score
  • Paginate automatically to hit your exact maxItems target

💡 Why it matters: Stack Overflow is the world's largest developer Q&A platform. Bulk access to its question data unlocks trend analysis, skill mapping, content research, and NLP dataset construction - none of which are possible through the website UI alone.

🎬 Full Demo

🚧 Coming soon

⚙️ Input

FieldTypeDescriptionDefault
searchQuerystringSearch for questions by title keywordsjavascript async await
maxItemsintegerMax questions to return (free: 10, paid: up to 1,000,000)10
tagsstringComma-separated tags to filter by, e.g. javascript,pythonjavascript
sortByselectSort order: votes, activity, creation, relevancevotes
apiKeystringOptional free API key from stackapps.com for 10,000 req/day-

JSON example - search by keyword:

{
"searchQuery": "javascript async await",
"sortBy": "votes",
"maxItems": 50
}

JSON example - filter by tags:

{
"tags": "python,pandas",
"sortBy": "activity",
"maxItems": 100
}

⚠️ Good to Know: The Stack Exchange API returns up to 300 requests/day without an API key. For large exports, grab a free key at stackapps.com and paste it in the apiKey field to unlock 10,000 requests/day. Each page fetches up to 100 questions, so 300 requests covers 30,000 items without a key.

📊 Output

FieldTypeDescription
📌 titlestringQuestion title (HTML-decoded)
🔗 urlstringDirect link to the question
🆔 questionIdintegerStack Overflow question ID
⬆️ scoreintegerNet upvotes minus downvotes
💬 answerCountintegerNumber of answers posted
👁️ viewCountintegerTotal views
isAnsweredbooleanWhether question has an accepted or highly-voted answer
🏆 acceptedAnswerIdintegerID of the accepted answer (null if none)
🏷️ tagsarrayList of tag slugs
👤 authorstringDisplay name of the question author
authorReputationintegerAuthor's Stack Overflow reputation score
💰 bountyAmountintegerActive bounty amount (null if no bounty)
📅 createdAtstringISO 8601 creation timestamp
🕒 lastActivityAtstringISO 8601 last activity timestamp
🔄 scrapedAtstringISO 8601 scrape timestamp
errorstringError message if scraping failed (null otherwise)

Sample records (real output):

[
{
"title": "javascript : Async/await in .replace",
"url": "https://stackoverflow.com/questions/33631041/javascript-async-await-in-replace",
"questionId": 33631041,
"score": 45,
"answerCount": 9,
"viewCount": 21472,
"isAnswered": true,
"acceptedAnswerId": null,
"tags": ["javascript", "async-await", "es6-promise", "ecmascript-2016"],
"author": "ritz078",
"authorReputation": 2367,
"bountyAmount": null,
"createdAt": "2015-11-10T13:23:33.000Z",
"lastActivityAt": "2024-12-15T03:37:58.000Z",
"scrapedAt": "2026-05-22T01:25:13.303Z",
"error": null
},
{
"title": "javascript async/await not working",
"url": "https://stackoverflow.com/questions/43359528/javascript-async-await-not-working",
"questionId": 43359528,
"score": 33,
"answerCount": 2,
"viewCount": 88921,
"isAnswered": true,
"acceptedAnswerId": 43359856,
"tags": ["javascript", "async-await"],
"author": "noobie",
"authorReputation": 2617,
"bountyAmount": null,
"createdAt": "2017-04-12T03:04:08.000Z",
"lastActivityAt": "2019-03-15T20:36:26.000Z",
"scrapedAt": "2026-05-22T01:25:13.303Z",
"error": null
},
{
"title": "Why does this JavaScript async/await code not behave as expected?",
"url": "https://stackoverflow.com/questions/47796000/why-does-this-javascript-async-await-code-not-behave-as-expected",
"questionId": 47796000,
"score": 13,
"answerCount": 4,
"viewCount": 1242,
"isAnswered": true,
"acceptedAnswerId": 47796089,
"tags": ["javascript", "asynchronous", "async-await"],
"author": "HanifC",
"authorReputation": 175,
"bountyAmount": null,
"createdAt": "2017-12-13T14:54:37.000Z",
"lastActivityAt": "2017-12-13T15:08:03.000Z",
"scrapedAt": "2026-05-22T01:25:13.303Z",
"error": null
}
]

✨ Why choose this Actor

FeatureBenefit
🏛️ Official Stack Exchange APIStable, documented, rate-limit-aware - no scraping fragility
🔍 Keyword + tag searchTwo distinct search modes for flexible targeting
📄 Automatic paginationReaches your exact maxItems without manual page management
🔑 Optional API key supportScale to 10,000 requests/day with a free stackapps.com key
🧹 HTML-decoded titlesNo raw & entities in your data
📊 16 structured fieldsScore, reputation, bounty, timestamps - everything the API offers
🌐 No login requiredRuns on the public API - always available

📈 How it compares to alternatives

This ActorManual browsingCustom script
Bulk exportUp to 1M itemsImpracticalRequires dev time
No loginYesYesDepends
Structured JSONYesCopy-pasteYes
Pagination handledAutomaticManualManual
Cloud-readyYesNoNo
Tag + keyword filtersBoth supportedLimitedDepends

🚀 How to use

  1. Create a free account w/ $5 credit on Apify
  2. Open the Stack Overflow Scraper actor page
  3. Enter a searchQuery (e.g. react hooks) or a tag list (e.g. python,numpy)
  4. Set maxItems and optional sortBy
  5. Click Run - results appear in the dataset within seconds
  6. Download as JSON, CSV, Excel, or XML

💼 Business use cases

Developer Relations and Community Analysis

Map the most-asked questions around your product's technology stack. Track score trends over time to see which developer pain points are growing. Use tags to scope to your SDK, library, or framework. Identify power users by authorReputation.

Recruiting and Skill Intelligence

Filter by technology tags to find which questions are most viewed and answered - a proxy for community depth and talent supply. Compare tag volumes across languages and frameworks to inform hiring roadmaps.

Content Marketing and SEO

Find the highest-voted unanswered or low-answer-count questions in your niche. These are content gaps: blog posts, tutorials, and documentation that your team can own. Sort by viewCount to prioritize reach.

Academic and NLP Research

Build labeled Q&A datasets from real developer questions. Filter by isAnswered and acceptedAnswerId for clean positive examples. Use score as a quality signal for training data curation.

🔌 Automating Stack Overflow Scraper

Connect to your workflow in minutes:

  • Make (Integromat): Schedule daily runs via webhook, pipe results into Google Sheets or Airtable
  • Zapier: Trigger on actor completion, push new questions to Slack, Notion, or a database
  • Apify Scheduler: Set up recurring runs (hourly, daily, weekly) without any code
  • REST API: POST /v2/acts/parseforge~stackoverflow-scraper/runs - integrate directly from any backend

🌟 Beyond business use cases

Research and Academia

Study how programming knowledge evolves on Stack Overflow. Analyze tag co-occurrence networks, measure question lifecycle (creation to accepted answer), or track how authorReputation correlates with answer quality.

Creative Projects

Build a daily "question of the day" bot. Create a browser extension that surfaces related Stack Overflow questions based on your current code file. Generate trivia games from top-voted questions.

Non-Profit and Education

Curate free learning resources by extracting the highest-voted questions and answers in beginner-friendly tags like python or html. Build offline reference packs for coding bootcamps with limited connectivity.

Experimentation

Test NLP models on real technical text. Evaluate semantic similarity between question titles. Build a recommendation engine that suggests questions based on tag overlap and score signals.

🤖 Ask an AI assistant about this scraper

Not sure which inputs to use? Paste this into any AI assistant:

"I'm using the ParseForge Stack Overflow Scraper on Apify. It exports questions from Stack Overflow via the Stack Exchange API. I want to [describe your goal]. What input configuration should I use?"

❓ Frequently Asked Questions

❓ Do I need a Stack Overflow account? No. The Stack Exchange API is fully public. No login, no OAuth, no credentials required.

❓ What is the rate limit? Without an API key: 300 requests/day. Each request fetches up to 100 questions, so that's 30,000 questions/day. With a free API key from stackapps.com: 10,000 requests/day (1,000,000 questions/day).

❓ How do I get an API key? Register a free app at stackapps.com/apps/oauth/register. You'll get a key immediately. Paste it into the apiKey input field.

❓ Can I scrape other Stack Exchange sites? The current actor is scoped to Stack Overflow. The underlying API supports all Stack Exchange sites - contact ParseForge if you need a version targeting Server Fault, Super User, or other communities.

❓ What's the difference between searchQuery and tags? searchQuery searches question titles for matching keywords (uses the /search endpoint). tags filters by exact tag slugs (uses the /questions?tagged= endpoint). If you provide both, searchQuery takes priority.

❓ What does sortBy "relevance" do? Relevance ranking is only meaningful with a searchQuery. It ranks results by how well the title matches your search terms. Without a search query, the actor falls back to votes.

❓ Are deleted or closed questions included? No. The public API only returns visible, active questions.

❓ Why is acceptedAnswerId null on some records? Not every question has an accepted answer. The field is null when the asker hasn't accepted any answer yet.

❓ Why is bountyAmount null on most records? Active bounties are rare - only questions with an open bounty at scrape time have a non-null value.

❓ How do I scrape questions from a specific time range? The Stack Exchange API supports fromdate and todate Unix timestamp filters. Contact ParseForge to request a version with date range inputs.

❓ Is the data real-time? Yes. Every run fetches live data from the Stack Exchange API. Results reflect the current state of Stack Overflow at scrape time.

❓ Can I run this on a schedule? Yes. Use Apify Scheduler to run daily, weekly, or on any cron interval. Results accumulate in your dataset automatically.

🔌 Integrate with any app

Export your dataset directly to: Google Sheets, Airtable, Notion, PostgreSQL, MongoDB, BigQuery, Snowflake, Redshift, S3, Excel, CSV, XML, JSON, REST API, GraphQL, Make, Zapier, n8n, Slack, Discord, HubSpot, Salesforce, and more.

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💡 Pro Tip: browse the complete ParseForge collection for 100+ datasets across tech, finance, jobs, and more.


This actor uses the Stack Exchange public API and complies with its terms of service. Stack Overflow data is provided under CC BY-SA 4.0. ParseForge is not affiliated with Stack Overflow or Stack Exchange.