String handling#
Series.str
can be used to access the values of the series as
strings and apply several methods to it. These can be accessed like
Series.str.<function/property>
.
Computes the number of bytes of each string in the Series/Index. |
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Convert strings in the Series/Index to be capitalized. |
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Concatenate strings in the Series/Index with given separator. |
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Filling left and right side of strings in the Series/Index with an additional character. |
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Generate the n-grams from characters in a column of strings. |
Each string is split into individual characters. |
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Returns an array by filling it with the UTF-8 code point values for each character of each string. |
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Test if pattern or regex is contained within a string of a Series or Index. |
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Count occurrences of pattern in each string of the Series/Index. |
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Combines tokens into strings by concatenating them in the order in which they appear in the |
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The |
Computes the edit distance between strings in the series. |
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Test if the end of each string element matches a pattern. |
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Extract capture groups in the regex pat as columns in a DataFrame. |
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Remove non-alphanumeric characters from strings in this column. |
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Remove characters from each string using the character ranges in the given mapping table. |
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Remove tokens from within each string in the series that are smaller than min_token_length and optionally replace them with the replacement string. |
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Return lowest indexes in each strings in the Series/Index where the substring is fully contained between |
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Find all occurrences of pattern or regular expression in the Series/Index. |
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Find all first occurrences of patterns in the Series/Index. |
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Extract element from each component at specified position. |
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Applies a JSONPath string to an input strings column where each row in the column is a valid json string |
Returns integer value represented by each hex string. |
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Returns integer value represented by each hex string. |
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Return lowest indexes in each strings where the substring is fully contained between |
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Insert the specified string into each string in the specified position. |
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This converts ip strings to integers |
This converts ip strings to integers |
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Return true for strings where the character at |
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Return true for strings where the character at |
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Check whether all characters in each string are alphanumeric. |
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Check whether all characters in each string are alphabetic. |
Check whether all characters in each string are decimal. |
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Check whether all characters in each string are digits. |
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Check whether each string is an empty string. |
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Check whether all characters in each string form floating value. |
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Check whether all characters in each string form a hex integer. |
Check whether all characters in each string form integer. |
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Check whether all characters in each string form an IPv4 address. |
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Check whether all characters in each string are whitespace. |
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Check whether all characters in each string are lowercase. |
Check whether all characters in each string are numeric. |
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Check whether all characters in each string are uppercase. |
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Check whether all characters in each string can be converted to a timestamp using the given format. |
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Check whether each string is title formatted. |
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Join lists contained as elements in the Series/Index with passed delimiter. |
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Computes the length of each element in the Series/Index. |
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Test if a like pattern matches a string of a Series or Index. |
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Filling right side of strings in the Series/Index with an additional character. |
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Converts all characters to lowercase. |
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Remove leading and trailing characters. |
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Determine if each string matches a regular expression. |
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Generate the n-grams from a set of tokens, each record in series is treated a token. |
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Generate the n-grams using tokens from each string. |
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Normalizes strings characters for tokenizing. |
Remove extra whitespace between tokens and trim whitespace from the beginning and the end of each string. |
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Pad strings in the Series/Index up to width. |
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Split the string at the first occurrence of sep. |
Compute the Porter Stemmer measure for each string. |
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Duplicate each string in the Series or Index. |
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Remove a prefix from an object series. |
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Remove a suffix from an object series. |
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Replace occurrences of pattern/regex in the Series/Index with some other string. |
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The targets tokens are searched for within each string in the series and replaced with the corresponding replacements if found. |
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Use the |
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Return highest indexes in each strings in the Series/Index where the substring is fully contained between |
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Return highest indexes in each strings where the substring is fully contained between |
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Filling left side of strings in the Series/Index with an additional character. |
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Split the string at the last occurrence of sep. |
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Split strings around given separator/delimiter. |
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Remove leading and trailing characters. |
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Slice substrings from each element in the Series or Index. |
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Return substring of each string using positions for each string. |
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Replace the specified section of each string with a new string. |
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Split strings around given separator/delimiter. |
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Split strings around given separator/delimiter. |
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Test if the start of each string element matches a pattern. |
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Remove leading and trailing characters. |
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Change each lowercase character to uppercase and vice versa. |
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Uppercase the first letter of each letter after a space and lowercase the rest. |
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Each string is split into tokens using the provided delimiter. |
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Each string is split into tokens using the provided delimiter(s). |
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Map all characters in the string through the given mapping table. |
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Convert each string to uppercase. |
Returns a URL-decoded format of each string. |
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Returns a URL-encoded format of each string. |
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Wrap long strings in the Series/Index to be formatted in paragraphs with length less than a given width. |
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Pad strings in the Series/Index by prepending '0' characters. |