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sciguide's Issues

复现7.2章节 文本挖掘R代码时出错

Hi,@yu

尝试重新7.2章节的R代码时,在此步骤

# 计算斜率
slopes <- word_month_counts %>%
  nest(-word) %>%
  mutate(model = map(data, mod)) %>%
  mutate(models = map(model,tidy)) %>%
  unnest(cols = c(models)) %>%
  filter(term == "year") %>%
  arrange(desc(estimate))

遇到如下报错

Warning message:
"All elements of `...` must be named.
Did you want `data = -word`?"
Error in `mutate()`:
! Problem while computing `model = map(data, mod)`.
Caused by error:
! 参数mu必需为非空数字向量

image

sessionInfo

R version 4.1.3 (2022-03-10)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19044)

Matrix products: default

locale:
[1] LC_COLLATE=Chinese (Simplified)_China.936 
[2] LC_CTYPE=Chinese (Simplified)_China.936   
[3] LC_MONETARY=Chinese (Simplified)_China.936
[4] LC_NUMERIC=C                              
[5] LC_TIME=Chinese (Simplified)_China.936    

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] scifetch_0.1.0  scales_1.1.1    broom_0.7.12    tidytext_0.3.2 
 [5] forcats_0.5.1   stringr_1.4.0   dplyr_1.0.8     purrr_0.3.4    
 [9] readr_2.1.2     tidyr_1.2.0     tibble_3.1.6    ggplot2_3.3.5  
[13] tidyverse_1.3.1 lubridate_1.8.0 pacman_0.5.1   

loaded via a namespace (and not attached):
 [1] httr_1.4.2          jsonlite_1.8.0      modelr_0.1.8       
 [4] assertthat_0.2.1    BiocManager_1.30.16 cellranger_1.1.0   
 [7] remotes_2.4.2       pillar_1.7.0        backports_1.4.1    
[10] lattice_0.20-45     glue_1.6.2          uuid_1.0-4         
[13] digest_0.6.29       rvest_1.0.2         colorspace_2.0-3   
[16] htmltools_0.5.2     Matrix_1.4-1        pkgconfig_2.0.3    
[19] haven_2.4.3         processx_3.5.3      tzdb_0.3.0         
[22] generics_0.1.2      ellipsis_0.3.2      withr_2.5.0        
[25] repr_1.1.4          cli_3.2.0           magrittr_2.0.3     
[28] crayon_1.5.1        readxl_1.4.0        evaluate_0.15      
[31] ps_1.6.0            tokenizers_0.2.1    janeaustenr_0.1.5  
[34] fs_1.5.2            fansi_1.0.3         SnowballC_0.7.0    
[37] xml2_1.3.3          pkgbuild_1.3.1      tools_4.1.3        
[40] prettyunits_1.1.1   hms_1.1.1           lifecycle_1.0.1    
[43] munsell_0.5.0       reprex_2.0.1        callr_3.7.0        
[46] compiler_4.1.3      rlang_1.0.2         grid_4.1.3         
[49] pbdZMQ_0.3-7        IRkernel_1.3        rstudioapi_0.13    
[52] base64enc_0.1-3     gtable_0.3.0        DBI_1.1.2          
[55] curl_4.3.2          R6_2.5.1            fastmap_1.1.0      
[58] utf8_1.2.2          rprojroot_2.0.2     stringi_1.7.6      
[61] IRdisplay_1.1       Rcpp_1.0.8.3        vctrs_0.4.0        
[64] dbplyr_2.1.1        tidyselect_1.1.2   

typo

image

butterpoposter 多了 po

错别字

3.1.1 现代社会的形成 中的 这种分工导致的个体角色工具化或目的经常给现代人带来困惑,话 应该为 化。

指北奖学金细则

本质

开源项目附带的社会实验。

启动条件

纸质版书籍版税达到15万人民币,所有版税自动形成奖池,形成奖池前版税处于累积状态,只能用于免责挪用(见下一条)。15万是从利息角度保证每年能发出钱来。条件达成当年,指北奖学金启动。奖金池来源有且只有版税。如果奖池金额不断膨胀,那么会提升后续奖金额度或得奖人数。奖金池会用于投资一年的定期存款,发奖用利息,利息不够就要消耗本金。

免责挪用

  1. 买这本书印刷版送人,毕竟出版社送的数目低于我想送的朋友数,所有开源版贡献者(PR合并或更新记录里提及)请联系我,我会送一本纸质书。
  2. 如果我的家人亲友(包括我)需要这部分资金救命,我会毫不犹豫挪用但也会如实公开。
  3. 如果我跟获奖者见面会用版税报销一顿饭钱,所以最好就别见面了,伤钱。

终止条件

当奖金池金额连续三年低于10万人民币,会把剩余金额全部拿出办一次开放科学的会议,花完了事,那时这个奖学金就停办了,后续版税(如果还有的话)我会找过往获奖者吃饭花光(突然想给自己颁一次奖了)。咱们江湖事,江湖了。

奖励

3000元人民币,项目启动后每年一个,直接支付宝或银行账户打款,不限制用途。如果当年没找到或拒收就返回奖池,不进行累积发奖或补发,得奖人可以是个体可以是组织或团队,可重复得奖但理由必须不同。

合规性

私人账户发奖,不接受任何捐赠。倒不是我不想把奖池做大,著名发财宝典《刑法》里有非法吸收公众存款罪、集资诈骗罪两个相关罪名,我就做个实验,还不想成为罗老师的刑法课案例。

透明度

版税的开支我每年发奖前会完全公开在书开源版的issue里(也就是这里),数据直接来自出版社,顺带让大家了解下纸质书的销售现状。我会写明得奖理由,环保考虑没有任何证书,直接打钱,如果有机会见面我找张餐巾纸给你手写一个。如果获奖者需要推荐信我也可以写,但前提是收推荐信的人最好对我的文字风格有心理准备。

评奖标准

  1. 开发了开源科研软件,显著降低了同行的研究成本。这里的动机在于当前科研界对于数据分析软件的重视度不够,也过于看重成功的研究。而真实科研中数据分析卡脖子非常常见,只是很多人意识不到,单纯以为做不到。
  2. 科研中踩了大坑,可以宣告某个探索方向完全失败。对于成功的追逐容易让科研人心浮气躁走捷径,而更有意义的试错却无人关心避之不及。因此我要奖励那些在当前科研环境下还能静下心来做研究的人,鼓励他们继续做科研,雪中送炭但不会锦上添花。相信这也符合我这本书读者的口味。

两个标准达到任一个就有获奖资格。

评奖流程

无。不用你写材料主动申请,我自己从网上找,然后我写邮件联系。也没有什么专家团队去评审,有我也信不过,反正我自己就做科研,成果意义我自己能看明白。当然,你的成果一定要是开源且开放的,不然我也看不到。看起来实际上都是天上掉馅饼的样子,但你需要给我写段必须幽默的获奖感言一同公开(是否幽默我说了算)。请注意查收垃圾邮件箱,大概率跟那些假瑞银员工、伊战老兵遗孀还有中东流亡王子的诈骗邮件混在一起。

细则修改

细则修改记录请查阅本条目 edited 内容。

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