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Package	Score	Stars	Downloads	Scripts	Dependents	Contributors	Vignettes	Datasets	Releases	Commits/year
ggplot2	25.10	6639	1736354	645120	7578	100	4	11	50	277
dplyr	24.68	4834	1602162	659456	7839	100	9	5	45	25
knitr	23.64	2420	1190022	116224	4210	100	9	0	66	100
data.table	23.51	3710	964464	230400	4639	100	11	0	68	503
tidyr	22.88	1391	1092814	168448	5539	100	6	19	31	26
tibble	22.88	697	1302048	47360	11372	65	7	0	32	86
Rcpp	22.63	755	1324437	11168	12976	68	10	0	101	56
sf	22.44	1371	445072	116736	1184	99	7	0	66	128
purrr	22.12	1308	1205570	59136	6871	100	2	0	18	35
stringr	21.99	628	1126470	163840	8256	77	3	3	17	20
rmarkdown	21.80	2918	1068379	14144	3723	100	2	0	61	24
glue	21.76	729	1480311	56832	14097	42	4	0	17	26
broom	21.58	1474	770063	36864	1454	100	6	0	40	47
shiny	21.31	5451	583022	108032	1830	76	0	0	56	72
jsonlite	21.26	384	1486476	26624	8628	24	5	0	45	21
igraph	21.14	584	535355	30976	1914	59	2	0	75	541
magrittr	21.08	961	1314300	82432	13823	29	2	0	6	0
reticulate	21.02	1693	269274	18304	434	70	8	0	49	171
testthat	20.99	900	478826	73728	471	100	7	0	48	42
lubridate	20.95	757	847657	135168	1937	90	1	1	32	10
DBI	20.87	302	726951	19456	2866	24	8	0	38	84
readxl	20.85	734	1088149	160256	815	39	2	0	13	30
lme4	20.68	647	491897	35456	1544	34	4	12	133	62
rlang	20.56	517	1880020	9824	14652	80	0	0	40	44
httr	20.56	989	989501	28672	4335	67	3	0	22	0
survival	20.40	400	129739	28800	3897	9	15	56	107	86
fs	20.26	370	1116001	8096	5227	100	1	0	25	40
tidyverse	20.23	1708	1137842	663552	125	36	2	0	9	4
readr	20.06	1010	950541	131584	2059	100	3	0	22	2
curl	20.02	222	1328071	3968	5862	23	2	0	52	141
scales	19.90	418	1160930	87808	7975	53	0	0	17	29
patchwork	19.83	2521	244939	81664	657	18	1	0	8	46
digest	19.82	114	1167375	11264	6916	34	1	0	53	36
dbplyr	19.72	481	581013	5168	736	100	7	0	23	30
here	19.62	417	369457	96256	607	13	2	0	3	37
devtools	19.55	2433	322335	50688	150	100	1	0	49	5
plotly	19.43	2602	221396	93184	797	53	0	4	25	13
vegan	19.40	476	122854	14656	445	26	5	15	91	158
janitor	19.40	1404	285584	35072	231	33	2	0	14	8
kableExtra	19.35	702	99276	54784	163	49	5	0	22	17
cli	19.34	664	1807417	1352	14385	42	0	0	26	49
rvest	19.33	1495	668373	28672	549	31	3	0	14	2
arrow	19.25	15128	343528	10304	82	99	0	0	46	1537
caret	19.24	1635	197677	61184	303	97	1	19	141	5
emmeans	19.21	379	142476	12672	188	17	16	9	64	61
ggrepel	19.20	1229	279196	36864	1160	19	1	0	16	10
DT	19.15	604	348249	37632	673	36	1	0	33	11
openxlsx	19.09	232	451010	20096	277	60	2	2	25	32
htmlwidgets	19.05	791	615267	7392	3147	23	3	0	20	1
vctrs	19.01	292	1499067	1064	13149	36	4	0	27	6
rstan	18.86	1052	69300	13568	281	63	4	0	32	22
RcppArmadillo	18.85	200	470580	1944	3439	18	2	0	177	37
cowplot	18.83	714	352061	75264	1389	18	1	0	20	1
rstudioapi	18.81	172	767423	3568	2073	22	7	0	18	12
recipes	18.80	586	211674	7168	383	65	6	0	34	109
forcats	18.79	553	652974	21184	1228	45	1	1	9	0
RSQLite	18.78	331	151517	8064	1111	35	1	0	90	135
haven	18.63	427	706981	17600	682	40	2	0	23	1
sp	18.61	128	252262	34944	1352	10	5	8	138	18
xml2	18.52	220	896490	6272	2278	34	1	0	19	25
roxygen2	18.51	606	177829	2304	219	100	8	0	31	19
renv	18.50	1049	396151	1472	114	66	11	0	48	242
pkgdown	18.46	734	169804	588	162	100	8	0	22	291
stringi	18.42	307	955969	10432	8678	12	0	0	38	14
xts	18.38	221	397220	11520	654	21	2	1	44	40
gt	18.36	2078	256949	19840	112	51	0	18	15	215
pillar	18.33	178	1408890	233	11400	18	5	0	31	111
tidyselect	18.31	130	1113808	1888	8246	26	2	0	13	28
stars	18.27	571	48082	7248	137	39	8	3	24	77
xfun	18.19	146	1262262	916	4365	18	1	0	51	211
plyr	18.16	500	415643	83200	3294	18	0	2	35	2
gtable	18.12	92	1013750	4096	7647	11	1	0	10	19
matrixStats	18.09	208	236358	20352	2258	13	1	0	59	5
bslib	18.02	511	1083537	5104	4309	20	0	0	16	91
openssl	18.00	65	960057	632	5021	12	4	0	48	30
ggsci	18.00	680	156573	25600	438	5	2	0	13	19
viridis	17.96	298	283687	48896	1239	13	1	1	17	0
withr	17.96	176	1385125	1208	11927	30	1	0	19	12
tinytex	17.90	1013	1080608	2496	3725	27	0	0	56	51
R6	17.87	419	1449748	1672	13608	16	0	0	17	15
vroom	17.82	625	776861	4480	2103	25	2	0	22	1
Biostrings	17.77	62	96170	8576	1170	12	5	12	0	31
yaml	17.76	166	1061570	5248	5158	17	0	0	36	13
cpp11	17.69	212	1021066	104	8618	35	5	0	21	77
GenomicRanges	17.68	44	86142	13248	1320	17	5	0	0	12
corrplot	17.66	323	268434	28288	517	13	1	0	22	6
httr2	17.64	246	370964	1936	1082	49	1	0	17	218
Hmisc	17.64	209	224735	17472	750	29	0	0	85	33
terra	17.64	560	200256	17024	856	43	0	0	52	711
htmltools	17.61	218	1092022	10304	4461	32	0	0	18	7
usethis	17.54	869	188463	5632	336	100	0	0	23	101
bookdown	17.51	3858	62192	1704	136	100	1	0	42	24
forecast	17.46	1137	175496	16448	240	42	1	5	94	25
xgboost	17.45	26749	58883		115	98	2	2	36	574
BiocParallel	17.42	67	82161	7264	1103	21	4	0	0	7
rgl	17.40	91	85609	7328	303	11	6	0	105	37
insight	17.39	414	181004	568	214	17	4	2	66	271
magick	17.38	467	87996	8960	258	22	1	0	38	16
lattice	17.35	69	77547	26880	13105	9	1	7	142	3
loo	17.30	152	51703	2624	297	17	9	4	20	19
shinyjs	17.28	740	80555	8928	400	11	3	0	22	6
units	17.28	181	351202	3264	1229	20	2	0	31	33
raster	17.23	163	149497	57600	562	25	0	0	117	11
Matrix	17.23	1	126025	32768	11751	7	5	4	219	518
foreach	17.21	53	285692	42624	2801	4	2	0	16	0
leaflet	17.20	821	79678	39424	178	39	0	3	14	14
reshape2	17.19	210	320856	93696	2042	9	0	3	10	0
nloptr	17.17	107	430794	1104	1813	13	1	0	28	36
dendextend	17.13	154	89446	5952	165	16	4	1	33	48
remotes	17.11	341	486818	5760	245	74	1	0	17	9
promises	17.10	204	657462	688	2563	12	8	0	8	15
rio	17.10	610	46725	7808	74	22	5	0	30	45
flextable	17.09	582	71493	7296	124	29	1	0	50	56
shinyWidgets	17.05	849	61266	8128	218	35	0	1	45	59
clusterProfiler	17.03	1078	34436	10880	48	24	1	4	0	29
gtsummary	17.02	1095	47773	8192	15	40	1	1	35	271
lintr	16.99	1227	125058	916	33	97	4	0	17	152
ggraph	16.96	1087	52974	9216	111	14	4	3	13	21
ComplexHeatmap	16.94	1354	24706	15680	155	19	2	0	0	5
ggsignif	16.89	601	144778	3552	417	9	1	0	10	5
bayestestR	16.87	579	84417	2192	83	20	1	1	29	78
Seurat	16.86	2390	58628	50176	73	95	0	2	43	0
tidytext	16.86	1184	45439	17408	61	29	3	4	25	3
SummarizedExperiment	16.84	34	80111	8608	1179	13	2	0	0	15
logger	16.84	298	75323	1516	103	27	7	0	6	57
glmmTMB	16.83	314	26781	3680	24	20	10	4	21	116
lavaan	16.83	454	66088	8352	218	21	0	5	34	163
ggtree	16.83	871	35320	5120	109	27	1	0	0	20
skimr	16.80	1124	51956	17984	14	37	4	0	17	8
pander	16.76	298	68010	7552	110	20	4	0	15	5
DescTools	16.73	86	101479	7712	101	9	3	20	56	46
rsample	16.72	341	54981	5232	79	40	3	0	16	50
ggridges	16.71	418	84369	14272	285	13	2	3	9	1
rprojroot	16.70	150	651675	1440	1399	11	1	0	10	41
phangorn	16.70	206	22186	2472	135	9	7	4	59	248
bayesplot	16.69	436	30137	6528	98	27	3	0	16	8
collapse	16.68	672	38089	708	99	12	9	2	50	144
ggpubr	16.68	1157	207302	65024	409	6	0	3	20	0
quanteda	16.65	851	23065	5376	52	33	1	5	61	52
brms	16.64	1304	26801	13184	35	50	0	4	61	115
mice	16.64	462	88064	10272	154	33	0	26	48	93
crayon	16.61	324	1024634	1512	6036	16	0	0	15	9
rpart	16.59	52	127069	18176	1552	8	2	7	84	2
spdep	16.59	131	40757	5984	106	8	5	11	150	77
hms	16.59	141	868564	1280	3228	16	0	0	15	43
tidymodels	16.52	783	48925	66048	15	15	1	0	14	9
torch	16.50	521	7714	1424	39	40	10	0	25	87
utf8	16.48	113	1187557	295	11359	4	1	0	10	43
BiocManager	16.47	74	248670	2928	414	12	1	0	23	27
modelr	16.46	400	652970	6880	1061	18	0	5	12	0
Biobase	16.46	9	95676	6592	1781	17	3	9	0	8
effectsize	16.38	344	52941	1792	29	13	10	8	28	26
parsnip	16.37	612	45587	3392	69	44	1	1	27	94
GenomeInfoDb	16.32	32	114156	1288	1690	15	2	0	0	24
metafor	16.32	250	38441	4896	92	6	2	0	35	86
checkmate	16.32	276	306604	1496	1953	15	2	0	34	10
fgsea	16.31	392	28412	3904	101	14	2	3	0	23
odbc	16.31	396	70001	2896	23	38	3	0	25	74
colorspace	16.26	0	1077807	8192	8200	7	2	2	26	23
spatstat	16.25	200	21081	5504	40	9	7	0	216	49
tmap	16.25	879	32689	12544	24	30	0	7	30	373
zoo	16.23	0	660569	33024	2186	7	5	0	69	6
ranger	16.22	783	49125	9152	189	29	0	0	21	21
evaluate	16.22	135	1087902	183	4487	18	0	0	38	96
posterior	16.22	168	63800	3344	347	15	3	0	13	33
performance	16.20	1063	85273	4272	48	16	0	0	39	173
quantmod	16.18	840	343180	8064	343	15	0	0	44	3
classInt	16.17	34	364341	3216	1248	11	1	0	29	3
ggthemes	16.17	1329	71132	39552	102	27	0	2	26	0
fitdistrplus	16.15	54	55523	4544	153	7	4	12	27	111
fontawesome	16.15	298	1002834	3056	4320	9	0	0	10	5
GGally	16.15	597	87867	17152	154	35	0	9	35	2
styler	16.15	754	44812	940	62	27	8	0	23	45
DESeq2	16.11	375	35528	17408	115	17	1	0	0	20
dtplyr	16.11	671	514313	2528	148	34	1	0	11	3
IRanges	16.09	22	102222	2120	1784	13	1	0	0	20
uwot	16.08	329	81357	2032	145	7	1	0	15	85
S4Vectors	16.05	18	105442	1016	1856	10	3	0	0	15
biomaRt	15.99	38	39026	13248	230	9	2	0	0	27
ggforce	15.98	929	92052	9280	298	28	0	0	15	3
PerformanceAnalytics	15.93	222	39900	4800	20	33	7	7	17	21
mvtnorm	15.89	0	387552	13376	2651	6	2	0	92	90
rhdf5	15.87	62	35454	4160	232	17	3	0	0	14
survminer	15.87	524	43705	7008	55	15	4	3	19	16
later	15.86	143	618180	234	2598	10	1	0	18	15
lifecycle	15.86	93	1623198	54	14061	15	3	0	7	1
officer	15.85	629	78612	4064	142	38	0	0	48	56
ape	15.83	64	117879	13312	599	6	0	16	104	23
viridisLite	15.82	68	988554	2288	8135	6	0	0	9	0
V8	15.81	201	266522	508	337	10	2	0	52	36
infer	15.75	736	30514	3488	18	22	6	1	19	13
lazyeval	15.74	131	542775	520	1839	10	2	0	5	0
progress	15.72	470	824442	2144	3028	8	0	0	8	2
gstat	15.71	197	19376	4848	58	9	4	31	125	14
ggtext	15.71	657	62403	12800	155	4	2	0	3	0
enrichplot	15.71	239	31028	3128	58	15	1	0	0	70
rstanarm	15.70	393	13329	4992	13	23	15	13	22	13
config	15.69	261	40333	1808	202	8	3	0	5	4
StanHeaders	15.68	1052	70169	291	346	63	1	0	37	22
memoise	15.67	319	921298	824	5347	25	0	0	6	0

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