[英]Deleting spaces within words with regex - pre-processing data for text mining
For a school project I'm working on the kickstarter dataset on Kaggle;对于一个学校项目,我正在研究 Kaggle 上的 kickstarter 数据集; https://www.kaggle.com/kemical/kickstarter-projects https://www.kaggle.com/kemical/kickstarter-projects
In the "name" variable there's a few titles that have spaces in between them;在“name”变量中,有几个标题之间有空格; eg instance 373 "C R OSSTOWN".例如实例 373 “C R OSSTOWN”。
I've been working on some regex all day to re.sub the extra spaces and try to get it to look as a normal word.我整天都在研究一些正则表达式来重新划分多余的空格,并试图让它看起来像一个正常的单词。 Though I think this is a problem that occurs more often, most regex content is to add spaces, or add double-spaces.虽然我认为这是一个更经常发生的问题,但大多数正则表达式内容是添加空格,或者添加双空格。 Never this specific task.从来没有这个特定的任务。
I've tried a couple of ways to describe the exact kind of space that needs te be deleted, single out the characters to keep as a group, and using them as the replace string.我尝试了几种方法来描述需要删除的确切类型的空间,将字符挑出来作为一个组保留,并将它们用作替换字符串。 Though it looks like it should be working, my data doesn't change.虽然它看起来应该可以工作,但我的数据没有改变。
Names_fixed = [] for i in Name_New: Names_fixed.append(re.sub(r'(\s|^)([AZ])(\s)(AZ)\s/g', r'\2\4', i))
As I'm still pretty new to regex, turning to the community for help;由于我对正则表达式还很陌生,因此向社区寻求帮助; thanks a lot in advance.提前非常感谢。
If your target is only to remove spaces from words, am not sure if you really need regex.如果您的目标只是从单词中删除空格,那么不确定您是否真的需要正则表达式。
You can use simple replace() function like this:您可以像这样使用简单的 replace() function:
x = "C R O S S T O W N"
x = x.replace(' ','')
You can run a loop on your list for all such words.你可以在你的列表上为所有这些词运行一个循环。
Use this:用这个:
re.sub(r'(?<![ \t])[A-Z](?:[ \t][A-Z])+(?![ \t])', lambda x: x.group().replace(' ','').replace('\t',''), i)
Find space/tab-separated words and remove spaces/tabs from the found texts.查找空格/制表符分隔的单词并从找到的文本中删除空格/制表符。
EXPLANATION解释
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(?<! look behind to see if there is not:
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[ \t] any character of: ' ', '\t' (tab)
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) end of look-behind
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[A-Z] any character of: 'A' to 'Z'
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(?: group, but do not capture (1 or more times
(matching the most amount possible)):
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[ \t] any character of: ' ', '\t' (tab)
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[A-Z] any character of: 'A' to 'Z'
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)+ end of grouping
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(?! look ahead to see if there is not:
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[ \t] any character of: ' ', '\t' (tab)
--------------------------------------------------------------------------------
) end of look-ahead
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