Census vs Apache Hadoop
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Census offers more features (54 vs 11) and more integrations (26 vs 15). Starting price: Census at $350/mo vs Apache Hadoop at Contact Sales. Census has 54 unique features while Apache Hadoop has 11 unique features, with 0 features in common.
| Census | Apache Hadoop | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 54 | 11 |
| AI-Powered Features | 2 | 0 |
| Starting Price | $350/mo | Contact Sales |
| Pricing Tiers | 3 | 0 |
| Integrations | 26 | 15 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 100% | 45% |
Feature Comparison by Category
AI (2 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| AI Columns | ||
| Census Embedded AI Columns |
API (4 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Custom Destination API | ||
| Dataset API | ||
| Management API | ||
| Webhooks |
APIs (0 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| New File System APIs |
Analytics (4 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Comparisons | ||
| Experiments | ||
| Match Rates | ||
| Size Tracking |
Automation (2 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| CRON Scheduler | ||
| Programmatic Triggers |
Cluster Management (0 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Hadoop YARN |
Compliance (3 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| GDPR Compliance | ||
| HIPAA Compliance | ||
| SOC 2 Type II |
Core (1 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Data Activation |
Core Computing (0 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Distributed Processing |
Data Activation (1 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Notifications |
Data Enhancement (1 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Data Enrichment |
Data Governance (1 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Bring Your Own Bucket |
Data Management (2 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Datasets | ||
| Warehouse Writeback |
Data Transformation (1 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Computed Columns |
Debugging (1 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Live API Inspector |
Infrastructure (1 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Multiple Global Regions | ||
| Scalability |
Integrations (7 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| AWS S3A Connector | ||
| Airflow Integration | ||
| Dagster Integration | ||
| Datadog Integration | ||
| Looker Integration | ||
| Prefect Integration | ||
| Slack/PagerDuty/OpsGenie Integration | ||
| dbt Integration |
Modules (0 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Hadoop Common |
Monitoring (5 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Data Observability | ||
| In-App Sync Logging | ||
| Rejected Record Logs | ||
| Smart Alerting | ||
| Sync History |
Processing (0 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Hadoop MapReduce |
Reliability (0 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Fault Tolerance |
Security (7 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| AWS PrivateLink | ||
| Google SSO | ||
| HDFS RBF RDBMS Token Storage | ||
| Permissions | ||
| Role-Based Access Control | ||
| SAML 2.0 SSO | ||
| SIEM Integration | ||
| SSH Tunneling |
Security & Compliance (0 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Software Bill of Materials (SBOM) |
Segmentation (7 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Audience Hub | ||
| Inclusions & Exclusions | ||
| Multi-Object Segments | ||
| No-Code Segmentation | ||
| One-Click Audiences | ||
| Priorities | ||
| Warehouse-Managed Audiences |
Storage (0 vs 1)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Hadoop Distributed File System (HDFS) |
Sync (2 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Continuous Syncs | ||
| Incremental Syncs |
Testing (2 vs 0)
| Feature | Census | Apache Hadoop |
|---|---|---|
| Sync Dry Run | ||
| Sync Validation |
Unique Features
Only in Census (54)
AI Columns
Census Embedded AI Columns
Comparisons
Experiments
Match Rates
Size Tracking
Custom Destination API
Dataset API
Management API
Webhooks
CRON Scheduler
Programmatic Triggers
GDPR Compliance
HIPAA Compliance
SOC 2 Type II
Data Activation
Notifications
Data Enrichment
Bring Your Own Bucket
Datasets
+ 34 more unique features
Only in Apache Hadoop (11)
New File System APIs
Hadoop YARN
Distributed Processing
Scalability
AWS S3A Connector
Hadoop Common
Hadoop MapReduce
Fault Tolerance
HDFS RBF RDBMS Token Storage
Software Bill of Materials (SBOM)
Hadoop Distributed File System (HDFS)
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