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【R语言3.5.1 】R语言3.5.1下载安装安装教程及问题处理

  • 2026-10-03 00:08:00
【R语言3.5.1 】R语言3.5.1下载安装安装教程及问题处理

R语言不是那种点点鼠标就能操作的软件,说白了就是靠敲代码做数据分析和画图的工具。完全免费,专门用来处理各类数据、做统计计算、绘制专业图表。和Excel不一样,它不怕数据量大,复杂的统计计算、数据筛选、相关性分析,用代码跑一遍就能搞定。像统计、经管、生物、大数据这些专业,上学基本都要学,平时做作业、做数据分析课设,基本都躲不开它,算是文科生、理科生都能用的轻量化编程工具。

R语言 (全版本)安装包下载链接:

百度网盘

https://pan.baidu.com/s/1nMF308-R1bApNp4gxBBXvg?pwd=8888

所有软件均为压缩文件,务必使用解压缩软件解压后再进行安装,不解压直接进行安装会导致安装失败。

如遇链接失效,点击公众号菜单栏【最新链接】,即可获取最新的下载链接

安装步骤

1、将安装包进行解压

2.打开解压后的文件夹

3、以管理员身份运行如下提程序

4、选择语言,然后点确定

5.点下一步

6、点下一步

7、点下一步

 8、点下一步

 9、点下一步

10、点创建桌面快捷方式,然后点下一步

11、安装中,请等待

12、安装完成,点结束

13、返回解压出来的安装包,以管理员身份运行如下图程序

14、点OK

15、点Next

16、点Next

16、点Next

17、勾选Add rtools....,然后点Next

18、点Next

19、点Install

20、安装中,请等待

21、点Finis

22、在桌面找到此软件打开

23、OK软件打开界面如下图所示

24、OK软件打开界面如下图所示

说实话,我第一次接触R语言的时候,真的彻底懵了。之前从来没接触过代码类工具,习惯了软件点点点操作。刚打开原生的R界面,黑乎乎的控制台,只能敲代码,没有任何按钮。老师随便给了几行基础代码让我们跑,我照着敲完一直报错,大小写不对、符号用了中文的,各种小问题层出不穷。那时候完全不懂语法逻辑,不知道为什么简单一行代码都跑不通,越敲越烦躁,一度觉得自己根本学不会这个。

真正逼着我熟练起来的,是大三的数据分析课设。那次作业数据量特别大,几十组样本数据,需要做清洗、统计建模、可视化出图,Excel根本处理不动。没办法只能沉下心慢慢练,一点点熟悉基础语法。慢慢摸清了导入数据、筛选整理、简单建模、绘制图表的套路。它画图是真的香,折线图、柱状图、相关性热图,随便改改参数就能做出特别规整、符合作业要求的图表。那次课设整套数据分析流程全靠R语言完成,最后报告的数据图表特别规范,老师点评我的数据分析逻辑很清晰。

用久了之后我真心觉得,R语言是性价比超高的工具。说实话,它不用复杂的电脑配置,普通笔记本就能流畅跑。网上免费的代码资源超多,遇到问题随便搜就能找到参考。而且针对性很强,就是做统计和数据分析,没有乱七八糟的多余功能。我现在偶尔工作处理批量数据、做简单的数据复盘,还是会用它,比手动整理表格省事太多,结果也精准很多。

我跟你们说,新手学R语言真的特别容易踩坑,我当年踩的雷数不胜数。最多人犯的错误,就是分不清中英文符号,代码里逗号、括号用中文输入法,通篇报错,自己还找不到问题。还有新手喜欢乱装拓展包,版本不兼容,导致原本能用的代码突然失效,软件频繁报错。

我印象最深的一次翻车,赶课设ddl的时候,我随便从网上复制了一段代码,没核对版本适配性,直接粘贴运行。结果代码跑出来的结果完全错乱,数据清洗出错,统计结果全部偏差。当时没时间细查,硬着头皮写了报告,初稿交上去直接被老师驳回,说数据结果失真。我只能连夜逐行核对代码、清理无效数据、重新跑完整流程,熬了半天才整改完毕,真的特别折腾。

还有很多新手特别懒,不自己敲代码,全程复制粘贴,看似跑通了,换个数据集就完全不会操作,考试和做作业直接卡壳。

分享几个我自己摸索出来的超实用小经验,真的很适合新手入门。写代码全程锁定英文输入法,这是避免报错的最关键一点。拓展包按需安装,不要一次性装一大堆,很容易版本冲突。

新手别追求复杂代码,先把数据导入、清洗、基础统计、绘图这几个核心操作练熟,足够应付绝大多数课设和作业。尽量自己手动敲代码,别总复制粘贴,慢慢就能摸清语法规律。遇到报错优先看控制台提示,大部分问题都会直接标注出错位置。

总的来说,R语言入门确实有点劝退,从零学代码很容易心态炸裂。但它胜在针对性强、免费好用,专门适配学生数据分析的需求。熬过最开始的陌生阶段,就会发现它处理数据、出专业图表真的巨省心。不管是平时课程作业、期末数据分析报告,还是各类统计类课设,熟练用它真的能省下超多时间和精力。

基本 文件 流程 错误 SQL 调试
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  139. /www/wwwroot/yeyulingfeng.com/runtime/temp/44b959ca79ad33496f044db2c231b11d.php ( 8.29 KB )
  140. /www/wwwroot/yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000575s ] mysql:host=172.18.0.4;port=3306;dbname=no_yeyulingfeng;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000843s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000400s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000400s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000577s ]
  6. SELECT * FROM `set` [ RunTime:0.000304s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000685s ]
  8. SELECT * FROM `article` WHERE `id` = 493324 LIMIT 1 [ RunTime:0.000387s ]
  9. UPDATE `article` SET `lasttime` = 1790985575 WHERE `id` = 493324 [ RunTime:0.001259s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000337s ]
  11. SELECT * FROM `article` WHERE `id` < 493324 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000438s ]
  12. SELECT * FROM `article` WHERE `id` > 493324 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000383s ]
  13. SELECT * FROM `article` WHERE `id` < 493324 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000520s ]
  14. SELECT * FROM `article` WHERE `id` < 493324 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000522s ]
  15. SELECT * FROM `article` WHERE `id` < 493324 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.000615s ]
0.092743s