SYSTEM all green source galvanize.com queue 1,284 pages p99 latency 215ms dataflirt.com · scraper/galvanize-com
RUN · 14 active pipelines · galvanize.com live

Galvanize data,
structured for scale.

We extract campus locations, workspace pricing, bootcamp schedules, alumni outcomes, and event calendars from Galvanize. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Campus records
48 /run
Bootcamp cohorts
152 /month
Event listings
843 /week
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from galvanize.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Campus Locations objects from galvanize.com. All fields typed and schema-versioned.

campus_idnamecitystateaddresszip_codecapacityamenitiescontact_emailmap_coordinates
campus_locations
● 200 OK
"campus_id": "GALV-ATX-01",
"name": "Austin - 2nd Street District",
"city": "Austin",
"state": "TX",
"zip_code": "78701",
"amenities": "['24/7 Access', 'Bike Storage', 'Cafe', 'Event Space']"
# campus_idnamecitystateaddresszip_code
1
2
3

Complete list of extractable fields for Workspace Pricing objects from galvanize.com. All fields typed and schema-versioned.

plan_idcampus_nameplan_typeprice_monthlycurrencydesk_typeaccess_hoursmeeting_room_creditsprinting_included
workspace_pricing
● 200 OK
"plan_id": "PLN-OPEN-ATX",
"campus_name": "Austin - 2nd Street District",
"plan_type": "Open Seating",
"price_monthly": 275.0,
"currency": "USD",
"desk_type": "Hot Desk",
"access_hours": "24/7"
# plan_idcampus_nameplan_typeprice_monthlycurrencydesk_type
1
2
3

Complete list of extractable fields for Hack Reactor Bootcamps objects from galvanize.com. All fields typed and schema-versioned.

course_idprogram_nameformatduration_weekstuition_feecurriculum_modulesprerequisitesnext_cohort_startapplication_deadline
hack_reactor bootcamps
● 200 OK
"course_id": "HR-SE-FT-12",
"program_name": "Software Engineering Immersive",
"format": "Full-Time Online",
"duration_weeks": 12,
"tuition_fee": 19480.0,
"next_cohort_start": "2026-09-14",
"application_deadline": "2026-08-30"
# course_idprogram_nameformatduration_weekstuition_feecurriculum_modules
1
2
3

Complete list of extractable fields for Tech Events objects from galvanize.com. All fields typed and schema-versioned.

event_idtitlecampusdatestart_timeend_timespeakertopicregistration_urlis_free
tech_events
● 200 OK
"event_id": "EVT-8921",
"title": "Intro to Python for Data Science",
"campus": "Online",
"date": "2026-10-12",
"start_time": "18:00",
"end_time": "20:00",
"is_free": true
# event_idtitlecampusdatestart_timeend_time
1
2
3

Complete list of extractable fields for Instructors objects from galvanize.com. All fields typed and schema-versioned.

instructor_idnamerolebiographycourses_taughtcampus_affiliationgithub_urllinkedin_urlimage_url
instructors
● 200 OK
"instructor_id": "INST-402",
"name": "Sarah Jenkins",
"role": "Lead Instructor, Data Science",
"courses_taught": "['Data Science Immersive']",
"campus_affiliation": "Denver",
"linkedin_url": "https://linkedin.com/in/sarahjenkins-ds"
# instructor_idnamerolebiographycourses_taughtcampus_affiliation
1
2
3

Capabilities

Extract the complete Galvanize ecosystem

Our Galvanize scraper targets coworking campus details, Hack Reactor bootcamp schedules, and community events with precision.

Campus & Location Data

Extract full address details, map coordinates, facility amenities, and capacity metrics for all physical locations.

Workspace Pricing & Plans

Capture monthly membership rates for hot desks, dedicated desks, and private offices across different markets.

Hack Reactor Bootcamps

Scrape course syllabi, module breakdowns, tuition fees, and technical prerequisites for all engineering programs.

Cohort Schedules

Track upcoming cohort start dates, application deadlines, and graduation timelines for online and in-person programs.

Tech Events Calendar

Extract event titles, dates, speaker biographies, and registration links from Galvanize community calendars.

Instructor Roster

Compile profiles of teaching staff, including their professional backgrounds, GitHub repositories, and LinkedIn URLs.

Alumni Outcomes

Extract published job placement statistics, average starting salaries, and hiring partner lists.

Multi-Region Coverage

Normalise data across all regional subdomains and physical campus pages into a single unified schema.

Scheduled Diffing

Run continuous pipelines that only output changed records when new events are posted or cohort dates shift.

// engagement pipeline

From target URL to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target campus URLs or bootcamp program pages. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy and Playwright crawlers to handle dynamic calendar widgets and pricing tables.

Validation & QA
d 4–6

Schema validation, null-rate checks, and date-format normalisation before full launch.

Delivery
ongoing

JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

Navigating Galvanize's dynamic architecture

Extracting education and real estate data requires handling JavaScript-heavy interfaces and complex calendar widgets.

pipeline-monitor · galvanize.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
JavaScript rendering
Playwright execution for dynamic content

Galvanize uses client-side rendering for event calendars and bootcamp schedules. We run full Playwright browser sessions to hydrate these widgets and extract underlying JSON payloads.

Schema normalisation
Standardising disparate program formats

Hack Reactor programs and Galvanize coworking spaces use different page templates. We map these distinct DOM structures into a single, clean, queryable schema.

Date parsing
Converting relative dates to ISO 8601

Event dates and cohort deadlines are often displayed in relative or human-readable formats. Our pipeline parses and normalises these into strict ISO 8601 timestamps.

Change detection
Only re-scrape what's changed

We maintain a hash index of last-seen values per event or cohort. Subsequent runs only push diffs, reducing downstream processing load.

Pagination handling
Deep crawling of event archives

Event listings require complex pagination through dynamic UI elements. Our crawlers simulate user clicks to iterate through all available historical and future events.

Applications

Who uses Galvanize data — and how

Teams across industries use galvanize.com data to build competitive products and smarter operations.

01
Competitor Pricing Analysis

Coworking operators track Galvanize desk rates and amenity inclusions to inform their own pricing strategies.

02
EdTech Market Research

Analysts monitor Hack Reactor bootcamp tuition fees, cohort frequencies, and curriculum updates to track tech education trends.

03
Event Aggregation

Tech community platforms aggregate Galvanize workshops, hackathons, and speaker series into regional event directories.

04
Real Estate Intelligence

Commercial real estate firms track campus footprints, capacity metrics, and location expansions.

05
Lead Generation

B2B service providers target tech event speakers and instructors for potential partnerships or sales outreach.

06
Corporate Training Procurement

HR departments compare bootcamp curricula and graduation outcomes when selecting training partners for employee upskilling.

Why DataFlirt

"Galvanize merges tech education with physical workspace, creating a unique dataset of tech hubs, bootcamp cohorts, and community events."

Extracting this requires navigating dynamic calendar widgets, complex pricing matrices, and nested curriculum structures. DataFlirt manages the JavaScript rendering and schema normalisation so you receive clean, queryable tables directly in your warehouse.

Technical Spec

Galvanize scraper — technical capabilities

Everything supported by our galvanize.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Full Playwright sessions required for calendar widgets and cohort schedules
Supported
Curriculum extraction
Parsing nested syllabus modules for Hack Reactor programs
Supported
Event pagination
Iterating through dynamic UI elements for full event history
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed fields since last run
Supported
Webhook delivery
HTTP POST per record or batch for real-time integration
Supported
Date normalisation
Conversion of human-readable text to ISO 8601 timestamps
Supported
Member portal directory
Internal networking directory requires active member credentials
Partial
Hack Reactor student grades
Private academic records protected by authentication and privacy laws
Partial
Infrastructure

Infrastructure powering the Galvanize pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across US regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested — schema versioned per run
CSV
Flat file with typed columns — Excel/Sheets compatible
XLS
Excel spreadsheet format for business analysts
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery — compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
RESTful endpoints to query extracted datasets on demand
BigQuery
Streamed directly into your dataset with schema auto-detect
Snowflake
Stage + COPY INTO workflow — incremental or full-replace
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About galvanize.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Galvanize legal?

Scraping publicly available information from Galvanize is generally permissible under applicable law in the US. DataFlirt targets only public, non-authenticated campus, pricing, and bootcamp data. We do not extract personal data, circumvent authentication walls, or violate GDPR/CCPA. Clients should review Galvanize's ToS and consult legal counsel for specific use cases.

Which campuses do you support?

We extract data for all physical Galvanize locations listed on their public directory, as well as online-only Hack Reactor cohorts.

Can you extract detailed Hack Reactor curriculum data?

Yes. We scrape publicly available syllabus modules, course prerequisites, duration, and tuition fees for all listed bootcamp programs.

How frequently is the data refreshed?

Pipelines can be configured to run daily, weekly, or monthly. Weekly runs are typical for monitoring cohort schedules and event calendars.

Can you scrape real-time meeting room availability?

No. Real-time booking availability typically requires an active member login and is gated behind authentication walls, which we do not bypass.

Can I request a sample dataset before committing?

Absolutely. We provide a sample run covering specific campuses or bootcamp programs as part of the pre-engagement scoping process so you can validate schema fit and data quality.

$ dataflirt scope --new-project --source=galvanize.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off export of campus locations or a continuous feed of Hack Reactor cohort schedules — we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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