Python Pandas String and Regular Expression: Exercises, Practice, Solution

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Pandas String and Regular Expression [ 41 exercises with solution]

1. Write a Pandas program to convert all the string values to upper, lower cases in a given pandas series. Also find the length of the string values.
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2. Write a Pandas program to remove whitespaces, left sided whitespaces and right sided whitespaces of the string values of a given pandas series.
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3. Write a Pandas program to add leading zeros to the integer column in a pandas series and makes the length of the field to 8 digit.
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4. Write a Pandas program to add leading zeros to the character column in a pandas series and makes the length of the field to 8 digit.
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5. Write a Pandas program to capitalize all the string values of specified columns of a given DataFrame.
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6. Write a Pandas program to count of occurrence of a specified substring in a DataFrame column.
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7. Write a Pandas program to find the index of a given substring of a DataFrame column.
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8. Write a Pandas program to find the index of a substring of DataFrame with beginning and end position.
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9. Write a Pandas program to check whether alpha numeric values present in a given column of a DataFrame.
Note: isalnum() function returns True if all characters in the string are alphanumeric and there is at least one character, False otherwise.
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10. Write a Pandas program to check whether alphabetic values present in a given column of a DataFrame.
Note: isalpha() returns True if all characters in the string are alphabetic and there is at least one character, False otherwise.
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11. Write a Pandas program to check whether only numeric values present in a given column of a DataFrame.
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12. Write a Pandas program to check whether only lower case or upper case is present in a given column of a DataFrame.
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13. Write a Pandas program to check whether only proper case or title case is present in a given column of a DataFrame.
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14. Write a Pandas program to check whether only space is present in a given column of a DataFrame.
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15. Write a Pandas program to get the length of the string present of a given column in a DataFrame.
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16. Write a Pandas program to get the length of the integer of a given column in a DataFrame.
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17. Write a Pandas program to check if a specified column starts with a specified string in a DataFrame.
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18. Write a Pandas program to swap the cases of a specified character column in a given DataFrame.
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19. Write a Pandas program to convert a specified character column in upper/lower cases in a given DataFrame.
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20. Write a Pandas program to convert a specified character column in title case in a given DataFrame.
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21. Write a Pandas program to replace arbitrary values with other values in a given DataFrame.
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22. Write a Pandas program to replace more than one value with other values in a given DataFrame.
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23. Write a Pandas program to split a string of a column of a given DataFrame into multiple columns.
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24. Write a Pandas program to extract email from a specified column of string type of a given DataFrame.
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25. Write a Pandas program to extract hash attached word from twitter text from the specified column of a given DataFrame.
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26. Write a Pandas program to extract word mention someone in tweets using @ from the specified column of a given DataFrame.
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27. Write a Pandas program to extract only number from the specified column of a given DataFrame.
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28. Write a Pandas program to extract only phone number from the specified column of a given DataFrame.
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29. Write a Pandas program to extract year between 1800 to 2200 from the specified column of a given DataFrame.
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30. Write a Pandas program to extract only non alphanumeric characters from the specified column of a given DataFrame.
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31. Write a Pandas program to extract only punctuations from the specified column of a given DataFrame.
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32. Write a Pandas program to remove repetitive characters from the specified column of a given DataFrame.
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33. Write a Pandas program to extract numbers greater than 940 from the specified column of a given DataFrame.
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34. Write a Pandas program to extract numbers less than 100 from the specified column of a given DataFrame.
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35. Write a Pandas program to check whether two given words present in a specified column of a given DataFrame.
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36. Write a Pandas program to extract date (format: mm-dd-yyyy) from a given column of a given DataFrame.
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37. Write a Pandas program to extract only words from a given column of a given DataFrame.
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38. Write a Pandas program to extract the sentences where a specific word is present in a given column of a given DataFrame.
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39. Write a Pandas program to extract the unique sentences from a given column of a given DataFrame.
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40. Write a Pandas program to extract words starting with capital words from a given column of a given DataFrame.
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41. Write a Pandas program to remove the html tags within the specified column of a given DataFrame.
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