tidytlg
A tables-listings-graphs package that reached CRAN and then went quiet.
Comparison · Analytics
charlatan vs dendroNetwork
A side-by-side editorial comparison of charlatan and dendroNetwork — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:ropensci
charlatan vs dendroNetwork: at a glance
What is charlatan?
R's fake-data generator rebuilt its provider hierarchy so contributors can add one locale without touching the rest.
charlatan generates realistic fake data — names, addresses, phone numbers, jobs, internet artefacts — across many locales, following the same model as faker in Python and Perl. The 0.6.1 release reworked the provider class hierarchy so locale-specific providers inherit from a parent, and 0.6.2 since has been a documentation rebuild that happened to surface a duplicate Norwegian phone number pattern. Activity is sparse and bursty.
What is dendroNetwork?
Six releases, six identical bodies — the feed carries the package abstract instead of release notes
dendroNetwork builds networks of dendrochronological series from similarity between tree-ring measurements, applies community detection to find matching material, and hands the result to Cytoscape for visualisation. That description is all the feed provides: every one of the six visible releases carries the same package abstract as its body, with no record of what changed in any of them. Version 0.5.5 in July 2025 is the most recent.
charlatan vs dendroNetwork: editorial side-by-side
charlatan
0.0ANALYTICS
R's fake-data generator rebuilt its provider hierarchy so contributors can add one locale without touching the rest.
◆ Current state
charlatan generates realistic fake data — names, addresses, phone numbers, jobs, internet artefacts — across many locales, following the same model as faker in Python and Perl. The 0.6.1 release reworked the provider class hierarchy so locale-specific providers inherit from a parent, and 0.6.2 since has been a documentation rebuild that happened to surface a duplicate Norwegian phone number pattern. Activity is sparse and bursty.
◆ Where it's heading
The package's value scales with locale coverage, and its releases track that: early versions added data-type providers, middle versions added locales one contributor at a time, and 0.6.1 attacked the bottleneck by restructuring the class hierarchy so a locale can override a single function. Development has effectively been handed to contributors, with maintainer releases reduced to docs rebuilds and CRAN compliance.
◆ Prediction
Expect the next substantive release to be an accumulation of contributed locales and providers arriving through the new parent-provider structure, rather than maintainer-driven feature work.
dendroNetwork
0.0ANALYTICS
Six releases, six identical bodies — the feed carries the package abstract instead of release notes
◆ Current state
dendroNetwork builds networks of dendrochronological series from similarity between tree-ring measurements, applies community detection to find matching material, and hands the result to Cytoscape for visualisation. That description is all the feed provides: every one of the six visible releases carries the same package abstract as its body, with no record of what changed in any of them. Version 0.5.5 in July 2025 is the most recent.
◆ Where it's heading
What the timestamps show is more informative than the text. Versions 0.5.0 through 0.5.3 were all published within two minutes of each other on 12 April 2024, and in descending version order, which is the signature of a release history backfilled in one pass rather than four separate releases. Real releases follow at 0.5.4 a fortnight later and 0.5.5 fifteen months after that. Development is slow and, on this evidence, undocumented.
◆ Prediction
No prediction is supportable from these entries — none of them describe a change. Any read on where this package is heading would need the NEWS file or the commit history rather than the feed.
Alternatives to charlatan and dendroNetwork
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 charlatan or dendroNetwork.
Tplyr
Tplyr made clinical summary tables explain where every number came from.
rlistings
Clinical listings that keep inheriting their hardest problem — pagination — from the layer below.
hoardr
A cache-directory helper that has shipped nothing but CRAN-triggered patches for seven years.
gigs
gigs redesigned its whole conversion API for rOpenSci, then spent three releases getting the docs to build.
riem
A weather-data client that keeps rewriting its HTTP layer while slowly tightening its API.
See all charlatan alternatives → · See all dendroNetwork alternatives →
Recent activity from charlatan and dendroNetwork
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 7mo agocharlatanDocs rebuild surfaces a duplicate Norwegian phone pattern
- 1y agodendroNetworkdendroNetwork 0.5.5
- 1y agocharlatanProvider classes restructured so locales can override single functions ⚡
- 2y agodendroNetworkdendroNetwork 0.5.4
- 2y agodendroNetworkdendroNetwork 0.5.0
- 2y agodendroNetworkdendroNetwork 0.5.1
- 2y agodendroNetworkdendroNetwork 0.5.2
- 2y agodendroNetworkdendroNetwork 0.5.3
- 6y agocharlatanNew locales and providers; allowed_locales() added
- 7y agocharlatanLocale naming standardised; French and Danish data corrected
- 8y agocharlatancharlatan v0.2.2
- 8y agocharlatanSix new providers broaden charlatan beyond names and addresses
Frequently asked questions
What is the difference between charlatan and dendroNetwork?
Both compete on the same themes — ropensci — within Analytics. charlatan and dendroNetwork 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 charlatan better than dendroNetwork?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. charlatan and dendroNetwork 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 charlatan?
Top charlatan alternatives in Analytics are ranked by recent ship velocity. Browse the "charlatan alternatives" section above for the current picks, or visit /alternatives/charlatan for the full list with editorial commentary on each.
What are the best alternatives to dendroNetwork?
Top dendroNetwork alternatives in Analytics are ranked by recent ship velocity. Browse the "dendroNetwork alternatives" section above for the current picks, or visit /alternatives/dendronetwork for the full list with editorial commentary on each.