tidytab
A young tabulation helper whose first releases are all dependency modernisation
Comparison · Analytics
watina vs xts
A side-by-side editorial comparison of watina and xts — release velocity, themes, recent moves, and the top alternatives to consider.
watina vs xts: at a glance
What is watina?
A groundwater database client that has started doing the domain analysis too
watina is the R interface to the Watina groundwater monitoring database, and its history is mostly about making data retrieval correct: filter depths guessed conservatively when missing, spatial masking, aggregation methods per observation well, and a long series of fixes to keep the lazy database queries working across dbplyr versions. The most recent release moves past retrieval into interpretation, adding ionic ratio calculation and a Van Wirdum diagram to plot chemistry data.
What is xts?
xts is finished software, and its releases now track R's C API more than user requests.
xts is the time-series class underpinning much of R's financial stack, and it behaves like infrastructure: the visible releases are bug fixes, plotting repairs and conformance work. A recurring thread is removing calls R no longer considers public — SET_TYPEOF in 0.14.0 and 0.14.1, then ATTRIB() and SET_ATTRIB() in 0.14.2. Feature additions are rare and small, the last cluster being open-ended time-of-day subsetting and na.fill performance in 0.13.0.
watina vs xts: editorial side-by-side
watina
0.0ANALYTICS
A groundwater database client that has started doing the domain analysis too
◆ Current state
watina is the R interface to the Watina groundwater monitoring database, and its history is mostly about making data retrieval correct: filter depths guessed conservatively when missing, spatial masking, aggregation methods per observation well, and a long series of fixes to keep the lazy database queries working across dbplyr versions. The most recent release moves past retrieval into interpretation, adding ionic ratio calculation and a Van Wirdum diagram to plot chemistry data.
◆ Where it's heading
The package is drifting from a database client toward a domain toolkit. Early releases fought the data layer — connection handling moved to inbodb, sorting semantics changed, defunct dbplyr calls worked around. Recent work assumes retrieval is solved and adds hydrochemical analysis on top, along with defensive handling for the physically impossible inputs that analysis exposes, such as zero conductivity in the warehouse.
◆ Prediction
Expect further chemistry analysis and plotting helpers rather than new retrieval functions, since that is where the newest release invested and where the accompanying vignette points.
xts
0.0ANALYTICS
xts is finished software, and its releases now track R's C API more than user requests.
◆ Current state
xts is the time-series class underpinning much of R's financial stack, and it behaves like infrastructure: the visible releases are bug fixes, plotting repairs and conformance work. A recurring thread is removing calls R no longer considers public — SET_TYPEOF in 0.14.0 and 0.14.1, then ATTRIB() and SET_ATTRIB() in 0.14.2. Feature additions are rare and small, the last cluster being open-ended time-of-day subsetting and na.fill performance in 0.13.0.
◆ Where it's heading
Two forces drive releases. R core keeps narrowing its public C API, and xts keeps rewriting internals to stay inside it; separately, ggplot-era changes elsewhere in the ecosystem surface plotting bugs that get fixed one report at a time. Nearly every entry credits an outside reporter, which is what maintenance of a dependency this widely used looks like.
◆ Prediction
Further C API conformance work is the safest expectation, since two consecutive releases have each removed a different non-API entry point and R has continued tightening that boundary.
Alternatives to watina and xts
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 watina or xts.
paletteer
A palette aggregator that grows by absorbing other packages, not by changing shape
dipsaus
dipsaus sheds five dependencies and rebuilds its native layer on Rcpp
NWCTrends
The salmon status-review trend package, maintained one federal review cycle at a time
rosm
rosm 0.3.0 silently deprecates its entire API and rebuilds on wk and curl
textplot
A bnosac plotting utility in maintenance mode, shipping once every few years
Recent activity from watina and xts
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4mo agowatinaIonic ratios and Van Wirdum diagrams for chemistry data
- 5mo agoxtsmulti.panel plots beyond 8 columns; SET_TYPEOF removed from C
- 5mo agoxtsATTRIB removed from C; rollapply.xts accepts vector widths
- 2y agoxtsMulti-panel event lines; first SET_TYPEOF replacement
- 2y agoxtstclass changes now alter index values; log-scale y-axis added
- 2y agowatinaKSgeneral moved to Suggests to survive CRAN removal
- 3y agoxtsUpdate path for pre-0.12 objects missing index attributes
- 3y agoxtsOpen-ended time-of-day subsetting; fast scalar na.fill
- 5y agowatinaDataframe input restored after a defunct dbplyr call
- 5y agowatinadbplyr 2.0 compatibility drops the need for a forked dependency
- 5y agowatinaSpatial clustering of wells and richer location attributes
- 6y agowatinaSoil surface calculation fixed after a select() dropped the variable
Frequently asked questions
What is the difference between watina and xts?
They serve adjacent needs but don't currently overlap on shipped themes. watina and xts are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is watina better than xts?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. watina and xts are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to watina?
Top watina alternatives in Analytics are ranked by recent ship velocity. Browse the "watina alternatives" section above for the current picks, or visit /alternatives/watina-r for the full list with editorial commentary on each.
What are the best alternatives to xts?
Top xts alternatives in Analytics are ranked by recent ship velocity. Browse the "xts alternatives" section above for the current picks, or visit /alternatives/xts-r for the full list with editorial commentary on each.