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GoAccess 1.12 splits AI crawlers from search bots in web log reports.
Comparison · Analytics
Apache Iceberg vs Datawrapper
A side-by-side editorial comparison of Apache Iceberg and Datawrapper — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Iceberg vs Datawrapper: at a glance
What is Apache Iceberg?
Iceberg 1.12 drops Spark 3.4 and starts laying groundwork for the v4 table spec.
Apache Iceberg maintains several minor lines at once, and most visible work is backports and dependency updates. 1.12.0 on September 30 is broader: it removes Spark 3.4 support, adds V4 groundwork such as relative paths in the spec and Parquet or Avro manifests, adds a REST unregister-table endpoint and content stats in the spec, and writes shredded Variant from Flink. Kafka Connect now reports commit failures instead of swallowing them.
What is Datawrapper?
Datawrapper's October is touch tooltips, keyboard focus and small chart repairs.
Datawrapper's recent changelog is a run of small, single-line changes. Touch devices get reliable tooltips on multiple-line and multiple-column charts and close buttons on symbol maps and scatter plots, keyboard focus outlines are now consistent and themeable, and range highlights can be hidden per device. The largest items are still minor refinements to existing chart types.
Apache Iceberg vs Datawrapper: editorial side-by-side
Apache Iceberg
0.0ANALYTICS
Iceberg 1.12 drops Spark 3.4 and starts laying groundwork for the v4 table spec.
◆ Current state
Apache Iceberg maintains several minor lines at once, and most visible work is backports and dependency updates. 1.12.0 on September 30 is broader: it removes Spark 3.4 support, adds V4 groundwork such as relative paths in the spec and Parquet or Avro manifests, adds a REST unregister-table endpoint and content stats in the spec, and writes shredded Variant from Flink. Kafka Connect now reports commit failures instead of swallowing them.
◆ Where it's heading
The project is moving from maintenance-only releases back to spec work, with V4 pieces landing in stages. Older engine versions are being dropped as that happens.
◆ Prediction
Expect more V4 spec and core pieces in 1.13 and patch releases on 1.11 and 1.12; a V4 release date is not visible in the entries.
Datawrapper
5.0ANALYTICS
Datawrapper's October is touch tooltips, keyboard focus and small chart repairs.
◆ Current state
Datawrapper's recent changelog is a run of small, single-line changes. Touch devices get reliable tooltips on multiple-line and multiple-column charts and close buttons on symbol maps and scatter plots, keyboard focus outlines are now consistent and themeable, and range highlights can be hidden per device. The largest items are still minor refinements to existing chart types.
◆ Where it's heading
The current thread is reader-side interaction, with mobile touch and keyboard access getting the most attention. Range highlights have now had two additions in three months, after patterns in August, so annotation remains the one area accumulating options. No new chart type appears in the visible window.
◆ Prediction
Expect more touch and accessibility fixes as tooltip behavior is brought in line across chart types, since the notes already compare newer behavior with choropleth maps.
Alternatives to Apache Iceberg and Datawrapper
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Apache Iceberg or Datawrapper.
OpenSearch Dashboards
This feed samples OpenSearch Dashboards; its latest entry is a 2.19.7 notes commit.
ManageEngine Log360
Log360's September build fixes the migration to the unified console.
Deepnote
Deepnote's agent now runs from first prompt to finished notebook without handoffs.
Apache Storm
Storm 3.1 adds an Iceberg sink and closes a long list of security gaps in Nimbus and the UI.
Apache HertzBeat
HertzBeat's 1.9.0 is on its second release candidate, and the feed still skips 1.8.0.
See all Apache Iceberg alternatives → · See all Datawrapper alternatives →
Recent activity from Apache Iceberg and Datawrapper
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoDatawrapper2026-10-29 / symbol maps and scatter plots
- 6d agoDatawrapper2026-10-27 / election donuts
- 7d agoDatawrapper2026-10-26 / all charts
- 7d agoDatawrapper2026-10-26 / multiple lines and multiple columns
- 12d agoDatawrapper2026-10-21 / range highlights
- 19d agoDatawrapper2026-10-14 / charts and tables
- 1mo agoApache IcebergIceberg 1.12.0: Spark 3.4 dropped, first V4 spec pieces
- 5mo agoApache Iceberg1.11.0 opens a new line on Spark 4.0.1
- 5mo agoApache IcebergBackport release fixes delete ordering and a compression CVE
- 10mo agoApache IcebergNullability and REST catalog validation fixes
- 1y agoApache IcebergFlink 2.0 support and Variant type reaches Parquet
- 1y agoApache IcebergStop retrying object-store 502 and 504 responses
Frequently asked questions
What is the difference between Apache Iceberg and Datawrapper?
They serve adjacent needs but don't currently overlap on shipped themes. Datawrapper is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Apache Iceberg better than Datawrapper?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Datawrapper is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Apache Iceberg?
Top Apache Iceberg alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Iceberg alternatives" section above for the current picks, or visit /alternatives/apache-iceberg for the full list with editorial commentary on each.
What are the best alternatives to Datawrapper?
Top Datawrapper alternatives in Analytics are ranked by recent ship velocity. Browse the "Datawrapper alternatives" section above for the current picks, or visit /alternatives/datawrapper for the full list with editorial commentary on each.