Updated: 2024-09-21 / Tips：English projects refer to those with documents in English, usually displayed in the readme / wiki / official website.
| # | Repository | Description | Stars | Updated |
|---|---|---|---|---|
| 1 | tidyverse/ggplot2 | An implementation of the Grammar of Graphics in R | 6472 | 2024-09-16 |
| 2 | cxli233/FriendsDontLetFriends | Friends don't let friends make certain types of data visualization - What are they and why are they bad. | 6312 | 2024-07-11 |
| 3 | rstudio/shiny | Easy interactive web applications with R | 5354 | 2024-09-20 |
| 4 | tidyverse/dplyr | dplyr: A grammar of data manipulation | 4748 | 2024-08-27 |
| 5 | Rdatatable/data.table | R's data.table package extends data.frame: | 3579 | 2024-09-20 |
| 6 | rstudio/rmarkdown | Dynamic Documents for R | 2863 | 2024-09-13 |
| 7 | plotly/plotly.R | An interactive graphing library for R | 2544 | 2024-09-20 |
| 8 | thomasp85/patchwork | The Composer of ggplots | 2454 | 2024-09-16 |
| 9 | r-lib/devtools | Tools to make an R developer's life easier | 2393 | 2024-09-20 |
| 10 | yihui/knitr | A general-purpose tool for dynamic report generation in R | 2378 | 2024-09-20 |
| 11 | satijalab/seurat | R toolkit for single cell genomics | 2252 | 2024-09-19 |
| 12 | tylermorganwall/rayshader | R Package for 2D and 3D mapping and data visualization | 2051 | 2024-07-27 |
| 13 | rstudio/gt | Easily generate information-rich, publication-quality tables from R | 2007 | 2024-09-18 |
| 14 | toddwschneider/nyc-taxi-data | Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database | 1989 | 2024-04-01 |
| 15 | IndrajeetPatil/ggstatsplot | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 1979 | 2024-09-03 |
| 16 | karthik/wesanderson | A Wes Anderson color palette for R | 1917 | 2024-06-13 |
| 17 | dreamRs/esquisse | RStudio add-in to make plots interactively with ggplot2 | 1772 | 2024-09-18 |
| 18 | rstudio/blogdown | Create Blogs and Websites with R Markdown | 1728 | 2024-09-16 |
| 19 | rich-iannone/DiagrammeR | Graph and network visualization using tabular data in R | 1695 | 2024-08-13 |
| 20 | rstudio/reticulate | R Interface to Python | 1668 | 2024-09-20 |
| 21 | tidyverse/tidyverse | Easily install and load packages from the tidyverse | 1652 | 2024-06-21 |
| 22 | mlr-org/mlr | Machine Learning in R | 1643 | 2024-08-12 |
| 23 | topepo/caret | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 1609 | 2024-05-10 |
| 24 | tidyverse/rvest | Simple web scraping for R | 1488 | 2024-07-16 |
| 25 | tidymodels/broom | Convert statistical analysis objects from R into tidy format | 1445 | 2024-07-22 |
| 26 | rstudio/plumber | Turn your R code into a web API. | 1391 | 2024-09-04 |
| 27 | sfirke/janitor | simple tools for data cleaning in R | 1381 | 2024-09-12 |
| 28 | tidyverse/tidyr | Tidy Messy Data | 1376 | 2024-08-28 |
| 29 | ropensci/drake | An R-focused pipeline toolkit for reproducibility and high-performance computing | 1340 | 2024-07-18 |
| 30 | r-spatial/sf | Simple Features for R | 1330 | 2024-09-17 |
| 31 | rstudio/tensorflow | TensorFlow for R | 1327 | 2024-06-19 |
| 32 | paul-buerkner/brms | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 1268 | 2024-09-20 |
| 33 | tidyverse/purrr | A functional programming toolkit for R | 1266 | 2024-08-21 |
| 34 | mitchelloharawild/vitae | R Markdown Résumés and CVs | 1219 | 2024-07-10 |
| 35 | slowkow/ggrepel | 📍 Repel overlapping text labels away from each other in your ggplot2 figures. | 1210 | 2024-09-09 |
| 36 | daattali/advanced-shiny | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 1198 | 2024-08-18 |
| 37 | r-lib/lintr | Static Code Analysis for R | 1190 | 2024-09-17 |
| 38 | juliasilge/tidytext | Text mining using tidy tools ✨📄✨ | 1182 | 2024-04-10 |
| 39 | wch/r-source | Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page. | 1132 | 2024-09-20 |
| 40 | kassambara/ggpubr | 'ggplot2' Based Publication Ready Plots | 1119 | 2024-06-19 |
| 41 | robjhyndman/forecast | Forecasting Functions for Time Series and Linear Models | 1114 | 2024-08-30 |
| 42 | easystats/easystats | 🌌 The R easystats-project | 1080 | 2024-09-12 |
| 43 | ddsjoberg/gtsummary | Presentation-Ready Data Summary and Analytic Result Tables | 1038 | 2024-09-20 |
| 44 | stan-dev/rstan | RStan, the R interface to Stan | 1031 | 2024-08-28 |
| 45 | tidyverse/readr | Read flat files (csv, tsv, fwf) into R | 1006 | 2024-07-31 |
| 46 | easystats/performance | 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 1004 | 2024-09-18 |
| 47 | YuLab-SMU/clusterProfiler | 📊 A universal enrichment tool for interpreting omics data | 1004 | 2024-08-26 |
| 48 | rstudio/renv | renv: Project environments for R. | 999 | 2024-09-20 |
| 49 | rstudio/tinytex | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 978 | 2024-09-15 |
| 50 | HenrikBengtsson/future | 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone | 950 | 2024-07-29 |
| 51 | sparklyr/sparklyr | R interface for Apache Spark | 946 | 2024-09-12 |
| 52 | mlr-org/mlr3 | mlr3: Machine Learning in R - next generation | 929 | 2024-09-19 |
| 53 | ropensci/targets | Function-oriented Make-like declarative workflows for R | 917 | 2024-09-09 |
| 54 | ThinkR-open/golem | A Framework for Building Robust Shiny Apps | 904 | 2024-09-06 |
| 55 | MichelNivard/gptstudio | GPT RStudio addins that enable GPT assisted coding, writing & analysis | 892 | 2024-09-13 |
| 56 | rstudio/pagedown | Paginate the HTML Output of R Markdown with CSS for Print | 887 | 2024-09-03 |
| 57 | r-lib/testthat | An R 📦 to make testing 😀 | 887 | 2024-09-10 |
| 58 | easystats/see | 🎨 Visualisation toolbox for beautiful and publication-ready figures | 880 | 2024-09-06 |
| 59 | allisonhorst/palmerpenguins | A great intro dataset for data exploration & visualization (alternative to iris). | 875 | 2024-09-19 |
| 60 | hadley/r-pkgs | Building R packages | 870 | 2024-09-20 |
| 61 | rstudio/pointblank | Data quality assessment and metadata reporting for data frames and database tables | 862 | 2024-09-20 |
| 62 | klmr/box | Write reusable, composable and modular R code | 860 | 2024-08-11 |
| 63 | r-tmap/tmap | R package for thematic maps | 856 | 2024-09-13 |
| 64 | r-lib/usethis | Set up commonly used 📦 components | 854 | 2024-09-10 |
| 65 | business-science/tidyquant | Bringing financial analysis to the tidyverse | 853 | 2024-09-02 |
| 66 | dselivanov/text2vec | Fast vectorization, topic modeling, distances and GloVe word embeddings in R. | 850 | 2024-08-16 |
| 67 | daattali/addinslist | 📜 Discover and install useful RStudio addins | 842 | 2024-08-18 |
| 68 | quanteda/quanteda | An R package for the Quantitative Analysis of Textual Data | 840 | 2024-09-02 |
| 69 | mjskay/ggdist | Visualizations of distributions and uncertainty | 838 | 2024-07-27 |
| 70 | YuLab-SMU/ggtree | 🎄Visualization and annotation of phylogenetic trees | 834 | 2024-08-20 |
| 71 | rstudio/keras3 | R Interface to Keras | 831 | 2024-09-06 |
| 72 | dreamRs/shinyWidgets | shinyWidgets : Extend widgets available in shiny | 825 | 2024-09-16 |
| 73 | joshuaulrich/quantmod | Quantitative Financial Modelling Framework | 810 | 2024-08-15 |
| 74 | ipeaGIT/geobr | Easy access to official spatial data sets of Brazil in R and Python | 790 | 2024-09-16 |
| 75 | ramnathv/htmlwidgets | HTML Widgets for R | 790 | 2024-05-04 |
| 76 | ropensci/rtweet | 🐦 R client for interacting with Twitter's [stream and REST] APIs | 785 | 2024-04-15 |
| 77 | davidgohel/ggiraph | make 'ggplot' graphics interactive | 774 | 2024-05-17 |
| 78 | tidymodels/tidymodels | Easily install and load the tidymodels packages | 766 | 2024-08-15 |
| 79 | hms-dbmi/UpSetR | An R implementation of the UpSet set visualization technique published by Lex, Gehlenborg, et al.. | 753 | 2024-08-04 |
| 80 | GuangchuangYu/hexSticker | ✨ Hexagon sticker in R | 751 | 2024-08-29 |
| 81 | tidyverse/reprex | Render bits of R code for sharing, e.g., on GitHub or StackOverflow. | 739 | 2024-09-10 |
| 82 | daattali/shinyjs | 💡 Easily improve the user experience of your Shiny apps in seconds | 734 | 2024-08-18 |
| 83 | tidyverse/lubridate | Make working with dates in R just that little bit easier | 728 | 2024-08-05 |
| 84 | erikaduan/r_tips | A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning | 724 | 2024-08-29 |
| 85 | tidymodels/infer | An R package for tidyverse-friendly statistical inference | 723 | 2024-09-18 |
| 86 | opencpu/opencpu | OpenCPU system for embedded scientific computation and reproducible research | 721 | 2024-09-09 |
| 87 | mjskay/tidybayes | Bayesian analysis + tidy data + geoms (R package) | 718 | 2024-09-17 |
| 88 | tidyverse/glue | Glue strings to data in R. Small, fast, dependency free interpreted string literals. | 717 | 2024-09-19 |
| 89 | r-lib/styler | Non-invasive pretty printing of R code | 716 | 2024-09-20 |
| 90 | r-lib/pkgdown | Generate static html documentation for an R package | 713 | 2024-09-18 |
| 91 | rweekly/rweekly.org | R Weekly | 703 | 2024-09-02 |
| 92 | wilkelab/cowplot | cowplot: Streamlined Plot Theme and Plot Annotations for ggplot2 | 702 | 2024-06-28 |
| 93 | easystats/report | 📜 🎉 Automated reporting of objects in R | 694 | 2024-09-13 |
| 94 | haozhu233/kableExtra | Construct Complex Table with knitr::kable() + pipe. | 688 | 2024-07-10 |
| 95 | gkaramanis/tidytuesday | Code and plots for submissions to the #tidytuesday challenge | 685 | 2024-09-20 |
| 96 | r-spatial/rgee | Google Earth Engine for R | 671 | 2024-09-20 |
| 97 | benmarwick/rrtools | rrtools: Tools for Writing Reproducible Research in R | 671 | 2024-06-06 |
| 98 | tidyverse/dtplyr | Data table backend for dplyr | 664 | 2024-09-05 |
| 99 | tidyverse/tibble | A modern re-imagining of the data frame | 664 | 2024-09-16 |
| 100 | nanxstats/ggsci | 🦄 Scientific journal and sci-fi themed color palettes for ggplot2 | 661 | 2024-07-20 |
| 101 | hrbrmstr/ggalt | 🌎 Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2' | 659 | 2024-04-03 |
| 102 | giocomai/ganttrify | Create beautiful Gantt charts with ggplot2 | 654 | 2024-07-16 |
| 103 | daattali/timevis | 📅 Create interactive timeline visualizations in R | 654 | 2024-08-18 |
| 104 | r-lib/cli | Tools for making beautiful & useful command line interfaces | 644 | 2024-09-19 |
| 105 | TheEconomist/covid-19-excess-deaths-tracker | Source code and data for The Economist's covid-19 excess deaths tracker | 641 | 2024-09-20 |
| 106 | walkerke/tidycensus | Load US Census boundary and attribute data as 'tidyverse' and 'sf'-ready data frames in R | 640 | 2024-09-20 |
| 107 | tidyverse/multidplyr | A dplyr backend that partitions a data frame over multiple processes | 640 | 2024-07-29 |
| 108 | leedrake5/Russia-Ukraine | Equipment Loss Tracking | 627 | 2024-09-19 |
| 109 | AllanCameron/geomtextpath | Create curved text paths in ggplot2 | 624 | 2024-06-14 |
| 110 | KentonWhite/ProjectTemplate | A template utility for R projects that provides a skeletal project. | 622 | 2024-07-01 |
| 111 | datalorax/equatiomatic | Convert models to LaTeX equations | 616 | 2024-08-24 |
| 112 | erikgahner/PolData | A dataset with political datasets | 616 | 2024-09-07 |
| 113 | business-science/timetk | Time series analysis in the tidyverse |
612 | 2024-06-11 |
| 114 | ajdamico/asdfree | analyze survey data for free | 609 | 2024-09-13 |
| 115 | strengejacke/sjPlot | sjPlot - Data Visualization for Statistics in Social Science | 606 | 2024-08-28 |
| 116 | tidyverse/stringr | A fresh approach to string manipulation in R | 601 | 2024-08-20 |
| 117 | gesistsa/rio | 🐟 A Swiss-Army Knife for Data I/O | 598 | 2024-09-11 |
| 118 | JohannesNE/literature-clock | Clock using time quotes from the literature, based on the work of Jaap Meijers | 596 | 2024-06-15 |
| 119 | DiskFrame/disk.frame | Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data | 594 | 2024-09-10 |
| 120 | nstrayer/datadrivencv | R package for building customizable CVs from spreadsheets | 592 | 2024-06-18 |
| 121 | davidgohel/officer | 👮 officer: office documents from R | 592 | 2024-09-17 |
| 122 | r-lib/roxygen2 | Generate R package documentation from inline R comments | 591 | 2024-08-02 |
| 123 | r-lidar/lidR | Airborne LiDAR data manipulation and visualisation for forestry application | 588 | 2024-09-17 |
| 124 | tidymodels/parsnip | A tidy unified interface to models | 586 | 2024-09-19 |
| 125 | elbersb/tidylog | Tidylog provides feedback about dplyr and tidyr operations. It provides wrapper functions for the most common functions, such as filter, mutate, select, and group_by, and provides detailed output for ... | 585 | 2024-06-11 |
| 126 | ggobi/ggally | R package that extends ggplot2 | 584 | 2024-05-15 |
| 127 | thackl/gggenomes | A grammar of graphics for comparative genomics | 581 | 2024-08-30 |
| 128 | REditorSupport/languageserver | An implementation of the Language Server Protocol for R | 581 | 2024-04-29 |
| 129 | joey711/phyloseq | phyloseq is a set of classes, wrappers, and tools (in R) to make it easier to import, store, and analyze phylogenetic sequencing data; and to reproducibly share that data and analysis with others. See ... | 579 | 2024-04-29 |
| 130 | const-ae/ggsignif | Easily add significance brackets to your ggplots | 575 | 2024-08-11 |
| 131 | tidymodels/recipes | Pipeable steps for feature engineering and data preprocessing to prepare for modeling | 564 | 2024-09-18 |
| 132 | easystats/bayestestR | 👻 Utilities for analyzing Bayesian models and posterior distributions | 561 | 2024-09-17 |
| 133 | tidyverts/fable | Tidy time series forecasting | 559 | 2024-09-17 |
| 134 | broadinstitute/infercnv | Inferring CNV from Single-Cell RNA-Seq | 556 | 2024-08-08 |
| 135 | r-spatial/stars | Spatiotemporal Arrays, Raster and Vector Data Cubes | 555 | 2024-09-02 |
| 136 | teunbrand/ggh4x | ggplot extension: options for tailored facets, multiple colourscales and miscellaneous | 554 | 2024-09-07 |
| 137 | davidgohel/flextable | table farming | 554 | 2024-09-02 |
| 138 | tidyverse/forcats | 🐈🐈🐈🐈: tools for working with categorical variables (factors) | 553 | 2024-08-09 |
| 139 | rstudio/blastula | Easily send great-looking HTML email messages from R | 546 | 2024-07-10 |
| 140 | thomasp85/tidygraph | A tidy API for graph manipulation | 546 | 2024-07-17 |
| 141 | strengejacke/ggeffects | Estimated Marginal Means and Marginal Effects from Regression Models for ggplot2 | 544 | 2024-09-11 |
| 142 | igraph/rigraph | igraph R package | 543 | 2024-09-20 |
| 143 | ropensci/tabulapdf | Bindings for Tabula PDF Table Extractor Library | 542 | 2024-09-19 |
| 144 | eclarke/ggbeeswarm | Column scatter / beeswarm-style plots in ggplot2 | 532 | 2024-06-25 |
| 145 | tidyverts/tsibble | Tidy Temporal Data Frames and Tools | 528 | 2024-06-26 |
| 146 | sinhrks/ggfortify | Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages. | 527 | 2024-06-24 |
| 147 | davidsjoberg/ggbump | A geom for ggplot to create bump plots | 526 | 2024-04-03 |
| 148 | business-science/modeltime | Modeltime unlocks time series forecast models and machine learning in one framework | 523 | 2024-07-29 |
| 149 | yutannihilation/gghighlight | Highlight points and lines in ggplot2 | 520 | 2024-09-06 |
| 150 | Pecners/rayshader_portraits | - | 519 | 2024-08-21 |
| 151 | YinLiLin/CMplot | 📊 Circular and Rectangular Manhattan Plot | 514 | 2024-05-20 |
| 152 | r-dbi/bigrquery | An interface to Google's BigQuery from R. | 512 | 2024-09-20 |
| 153 | r-lib/rlang | Low-level API for programming with R | 501 | 2024-09-09 |
| 154 | massimoaria/bibliometrix | An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics. | 500 | 2024-07-02 |
| 155 | Appsilon/shiny.semantic | Shiny support for powerful Fomantic UI library. | 498 | 2024-05-02 |
| 156 | cynkra/dm | Working with relational data models in R | 497 | 2024-09-17 |
| 157 | hbctraining/scRNA-seq_online | - | 496 | 2024-08-30 |
| 158 | corybrunson/ggalluvial | ggplot2 extension for alluvial plots | 495 | 2024-08-10 |
| 159 | kassambara/survminer | Survival Analysis and Visualization | 495 | 2024-04-08 |
| 160 | hadley/plyr | A R package for splitting, applying and combining large problems into simpler problems | 493 | 2024-05-28 |
| 161 | giuseppec/iml | iml: interpretable machine learning R package | 491 | 2024-09-20 |
| 162 | tidyverse/dbplyr | Database (DBI) backend for dplyr | 473 | 2024-09-09 |
| 163 | tonyfischetti/assertr | Assertive programming for R analysis pipelines | 472 | 2024-04-11 |
| 164 | pola-rs/r-polars | Polars R binding | 467 | 2024-09-17 |
| 165 | saeyslab/nichenetr | NicheNet: predict active ligand-target links between interacting cells | 467 | 2024-09-05 |
| 166 | r-lib/progress | Progress bar in your R terminal | 467 | 2024-08-29 |
| 167 | benjjneb/dada2 | Accurate sample inference from amplicon data with single nucleotide resolution | 464 | 2024-05-27 |
| 168 | rstudio/hex-stickers | RStudio hex stickers | 462 | 2024-09-19 |
| 169 | ropensci-review-tools/goodpractice | Advice on R Package Building | 461 | 2024-08-09 |
| 170 | JaseZiv/worldfootballR | A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat | 460 | 2024-09-02 |
| 171 | e-sensing/sits | Satellite image time series in R | 460 | 2024-09-16 |
| 172 | TheEconomist/covid-19-the-economist-global-excess-deaths-model | The Economist's model to estimate excess deaths to the covid-19 pandemic | 459 | 2024-08-13 |
| 173 | ropensci/magick | Magic, madness, heaven, sin | 456 | 2024-09-19 |
| 174 | RinteRface/shinydashboardPlus | extensions for shinydashboard | 454 | 2024-08-01 |
| 175 | ropensci/visdat | Preliminary Exploratory Visualisation of Data | 450 | 2024-07-18 |
| 176 | markfairbanks/tidytable | Tidy interface to 'data.table' | 449 | 2024-07-29 |
| 177 | vegandevs/vegan | R package for community ecologists: popular ordination methods, ecological null models & diversity analysis | 446 | 2024-09-19 |
| 178 | gadenbuie/xaringanthemer | 😎 Give your xaringan slides some style | 445 | 2024-09-16 |
| 179 | omnideconv/immunedeconv | A unified interface to immune deconvolution methods (CIBERSORT, EPIC, quanTIseq, TIMER, xCell, MCPcounter) and mouse deconvolution methods | 441 | 2024-08-05 |
| 180 | PoisonAlien/maftools | Summarize, Analyze and Visualize MAF files from TCGA or in-house studies. | 440 | 2024-09-11 |
| 181 | RinteRface/bs4Dash | Bootstrap 4 shinydashboard using AdminLTE3 | 437 | 2024-09-06 |
| 182 | amices/mice | Multivariate Imputation by Chained Equations | 437 | 2024-09-18 |
| 183 | vincentarelbundock/marginaleffects | R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and ML models. Conduct linear and non-linear ... | 435 | 2024-09-14 |
| 184 | r-causal/ggdag | 433 | 2024-07-22 | |
| 185 | nmaggiulli/of-dollars-and-data | Repo for ofdollarsanddata.com blog | 432 | 2024-09-19 |
| 186 | easystats/correlation | 🔗 Methods for Correlation Analysis | 431 | 2024-09-12 |
| 187 | stan-dev/bayesplot | bayesplot R package for plotting Bayesian models | 431 | 2024-08-05 |
| 188 | yrosseel/lavaan | an R package for structural equation modeling and more | 427 | 2024-09-12 |
| 189 | easystats/parameters | 📊 Computation and processing of models' parameters | 425 | 2024-09-17 |
| 190 | MRCIEU/TwoSampleMR | R package for performing 2-sample MR using MR-Base database | 418 | 2024-09-06 |
| 191 | ropensci/stplanr | Sustainable transport planning with R | 418 | 2024-08-22 |
| 192 | nflverse/nflfastR | A Set of Functions to Efficiently Scrape NFL Play by Play Data | 415 | 2024-09-17 |
| 193 | wilkelab/ggridges | Ridgeline plots in ggplot2 | 412 | 2024-05-15 |
| 194 | r-lib/here | A simpler way to find your files | 411 | 2024-09-15 |
| 195 | LKremer/ggpointdensity | 📈 📊 Introduces geom_pointdensity(): A Cross Between a Scatter Plot and a 2D Density Plot. | 407 | 2024-05-16 |
| 196 | r-lib/R6 | Encapsulated object-oriented programming for R | 407 | 2024-09-06 |
| 197 | data-cleaning/validate | Professional data validation for the R environment | 403 | 2024-06-14 |
| 198 | RinteRface/shinyMobile | shiny API for Framework7 (IOS/android) | 402 | 2024-07-17 |
| 199 | chris-mcginnis-ucsf/DoubletFinder | R package for detecting doublets in single-cell RNA sequencing data | 400 | 2024-05-14 |
| 200 | kevinblighe/EnhancedVolcano | Publication-ready volcano plots with enhanced colouring and labeling | 400 | 2024-06-12 |
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