II.
SkillArea overview
Reference · liveskill-area:data-collection
Data Collection overview
Gathering and ingesting data from diverse sources — web scraping, API integrations, event capture, form submissions, and batch ingestion pipelines for analytics, ML training, and operational data stores.
Attributes
displayName
Data Collection
description
Gathering and ingesting data from diverse sources — web scraping, API
integrations, event capture, form submissions, and batch ingestion pipelines
for analytics, ML training, and operational data stores.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to1
- domain:data-engineering·DomainData Engineering
Incoming edges
prerequisite_for_learning1
- skill-area:data-analysis·SkillAreaData Analysis
requires_expertise4
- responsibility:annotation-accuracy·ResponsibilityAnnotation accuracy
- responsibility:data-labeling-consistency·ResponsibilityData labeling consistency
- role:ai-trainer·RoleAI Trainer
- role:annotation-lead·RoleAnnotation Lead
tool_used_by1
- tool:firecrawl·ToolFirecrawl
used_for9
- tool:segment·ToolSegment
- tool:mixpanel·ToolMixpanel
- tool:amplitude·ToolAmplitude
- tool:posthog·ToolPostHog
- tool:heap·ToolHeap
- tool:google-analytics·ToolGoogle Analytics
- tool:hotjar·ToolHotjar
- tool:fullstory·ToolFullStory
- tool:firecrawl·ToolFirecrawl