Find the first repeated word in a string
Given a string, Find the 1st repeated word in a string
Examples:
Input : "Ravi had been saying that he had been there" Output : had Input : "Ravi had been saying that" Output : No Repetition Input : "he had had he" Output : he
question source : https://www.geeksforgeeks.org/goldman-sachs-interview-experience-set-29-internship/
Simple Approach : Start iterating from back and for every new word , store it in unordered map . For every word which has occurred more than one , update ans to be that word , at last reverse ans and print it.
Implementation:
C++
// Cpp program to find first repeated word in a string #include<bits/stdc++.h> using namespace std; void solve(string s) { unordered_map<string, int > mp; // to store occurrences of word string t= "" ,ans= "" ; // traversing from back makes sure that we get the word which repeats first as ans for ( int i=s.length()-1;i>=0;i--) { // if char present , then add that in temp word string t if (s[i]!= ' ' ) { t+=s[i]; } // if space is there then this word t needs to stored in map else { mp[t]++; // if that string t has occurred previously then it is a possible ans if (mp[t]>1) ans=t; // set t as empty for again new word t= "" ; } } // first word like "he" needs to be mapped mp[t]++; if (mp[t]>1) ans=t; if (ans!= "" ) { // reverse ans string as it has characters in reverse order reverse(ans.begin(),ans.end()); cout<<ans<< '\n' ; } else cout<< "No Repetition\n" ; } int main() { string u= "Ravi had been saying that he had been there" ; string v= "Ravi had been saying that" ; string w= "he had had he" ; solve(u); solve(v); solve(w); return 0; } |
Java
import java.util.*; public class GFG { // Java program to find first repeated word in a string public static void solve(String s) { HashMap<String, Integer> mp = new HashMap<String, Integer>(); // to store // occurrences of word String t = "" ; String ans = "" ; // traversing from back makes sure that we get the // word which repeats first as ans for ( int i = s.length() - 1 ; i >= 0 ; i--) { // if char present , then add that in temp word // string t if (s.charAt(i) != ' ' ) { t += s.charAt(i); } // if space is there then this word t needs to // stored in map else { if (!mp.containsKey(t)) { mp.put(t, 1 ); } else { mp.put(t, mp.get(t) + 1 ); } // if that string t has occurred previously // then it is a possible ans if (mp.get(t) > 1 ) { ans = t; } // set t as empty for again new word t = "" ; } } // first word like "he" needs to be mapped if (!mp.containsKey(t)) { mp.put(t, 1 ); } else { mp.put(t, mp.get(t) + 1 ); } if (mp.get(t) > 1 ) { ans = t; } if (!ans.equals( "" )) { // reverse ans string as it has characters in // reverse order StringBuilder input1 = new StringBuilder(); // append a string into StringBuilder input1 input1.append(ans); // reverse StringBuilder input1 input1.reverse(); System.out.println(input1); } else { System.out.print( "No Repetition\n" ); } } public static void main(String[] args) { String u = "Ravi had been saying that he had been there" ; String v = "Ravi had been saying that" ; String w = "he had had he" ; solve(u); solve(v); solve(w); } } // This code is contributed by Aarti_Rathi |
Python3
# Python program to find first repeated word in a string def solve(s): mp = {} # to store occurrences of word t = "" ans = "" # traversing from back makes sure that we get the word which repeats first as ans for i in range ( len (s) - 1 , - 1 , - 1 ): # if char present , then add that in temp word string t if (s[i] ! = ' ' ): t + = s[i] # if space is there then this word t needs to stored in map else : # if that string t has occurred previously then it is a possible ans if (t in mp): ans = t else : mp[t] = 1 # set t as empty for again new word t = "" # first word like "he" needs to be mapped if (t in mp): ans = t if (ans! = ""): # reverse ans string as it has characters in reverse order ans = ans[:: - 1 ] print (ans) else : print ( "No Repetition" ) # driver code u = "Ravi had been saying that he had been there" v = "Ravi had been saying that" w = "he had had he" solve(u) solve(v) solve(w) # This code is contributed by shinjanpatra |
C#
// C# program to find first repeated word in a string using System; using System.Collections.Generic; class GFG { static void solve( string s) { Dictionary< string , int > mp = new Dictionary< string , int >(); // to store occurrences of word string t = "" ; string ans = "" ; // traversing from back makes sure that we get the // word which repeats first as ans for ( int i = s.Length - 1; i >= 0; i--) { // if char present , then add that in temp word // string t if (s[i] != ' ' ) { t += s[i]; } // if space is there then this word t needs to // stored in map else { if (mp.ContainsKey(t)) { mp[t] += 1; } else { mp.Add(t, 1); } // if that string t has occurred previously // then it is a possible ans if (mp[t] > 1) { ans = t; } // set t as empty for again new word t = "" ; } } // first word like "he" needs to be mapped if (mp.ContainsKey(t)) { mp[t] += 1; } else { mp.Add(t, 1); } if (mp[t] > 1) { ans = t; } if (ans != "" ) { // reverse ans string as it has characters in // reverse order char [] charArray = ans.ToCharArray(); Array.Reverse(charArray); Console.WriteLine( new string (charArray)); } else { Console.Write( "No Repetition\n" ); } } public static void Main() { string u = "Ravi had been saying that he had been there" ; string v = "Ravi had been saying that" ; string w = "he had had he" ; solve(u); solve(v); solve(w); } } // This code is contributed by Aarti_Rathi |
Javascript
<script> // JavaScript program to find first repeated word in a string function solve(s) { let mp = new Map(); // to store occurrences of word let t = "" ; let ans = "" ; // traversing from back makes sure that we get the word which repeats first as ans for (let i = s.length - 1; i >= 0; i--) { // if char present , then add that in temp word string t if (s[i] != ' ' ) { t += s[i]; } // if space is there then this word t needs to stored in map else { // if that string t has occurred previously then it is a possible ans if (mp.has(t)) ans = t; else mp.set(t, 1) // set t as empty for again new word t = "" ; } } // first word like "he" needs to be mapped if (mp.has(t)) ans=t; if (ans!= "" ) { // reverse ans string as it has characters in reverse order ans = [...ans].reverse().join( "" ); document.write(ans); } else document.write( "No Repetition" ); } // driver code const u = "Ravi had been saying that he had been there" ; const v = "Ravi had been saying that" ; const w = "he had had he" ; solve(u); solve(v); solve(w); // This code is contributed by shinjanpatra </script> |
had No Repetition he
Time complexity: O(N),because of for loop
Space Complexity: O(N),because of unordered_map/hashmap
Another Approach: The idea is to tokenize the string and store each word and its count in hashmap. Then traverse the string again and for each word of string, check its count in created hashmap.
Implementation:
CPP
// CPP program for finding first repeated // word in a string #include <bits/stdc++.h> using namespace std; // returns first repeated word string findFirstRepeated(string s) { // break string into tokens // and then each string into set // if a word appeared before appears // again, return the word and break istringstream iss(s); string token; // hashmap for storing word and its count // in sentence unordered_map<string, int > setOfWords; // store all the words of string // and the count of word in hashmap while (getline(iss, token, ' ' )) { if (setOfWords.find(token) != setOfWords.end()) setOfWords[token] += 1; // word exists else // insert new word to set setOfWords.insert(make_pair(token, 1)); } // traverse again from first word of string s // to check if count of word is greater than 1 // either take a new stream or store the words // in vector of strings in previous loop istringstream iss2(s); while (getline(iss2, token, ' ' )) { int count = setOfWords[token]; if (count > 1) { return token; } } return "NoRepetition" ; } // driver program int main() { string s( "Ravi had been saying that he had been there" ); string firstWord = findFirstRepeated(s); if (firstWord != "NoRepetition" ) cout << "First repeated word :: " << firstWord << endl; else cout << "No Repetitionn" ; return 0; } |
Java
// Java program for finding first repeated // word in a string import java.util.*; class GFG{ // returns first repeated word static String findFirstRepeated(String s) { // break string into tokens // and then each string into set // if a word appeared before appears // again, return the word and break String token[] = s.split( " " ); // hashmap for storing word and its count // in sentence HashMap<String, Integer> setOfWords = new HashMap<String, Integer>(); // store all the words of string // and the count of word in hashmap for ( int i= 0 ; i<token.length; i++) { if (setOfWords.containsKey(token[i])) setOfWords.put(token[i], setOfWords.get(token[i]) + 1 ); // word exists else // insert new word to set setOfWords.put(token[i], 1 ); } // traverse again from first word of string s // to check if count of word is greater than 1 // either take a new stream or store the words // in vector of strings in previous loop for ( int i= 0 ; i<token.length; i++) { int count = setOfWords.get(token[i]); if (count > 1 ) { return token[i]; } } return "NoRepetition" ; } // driver program public static void main(String args[]) { String s = "Ravi had been saying that he had been there" ; String firstWord = findFirstRepeated(s); if (!firstWord.equals( "NoRepetition" )) System.out.println( "First repeated word :: " + firstWord); else System.out.println( "No Repetitionn" ); } } |
Python3
class GFG: # returns first repeated word @staticmethod def findFirstRepeated(s): # break string into tokens # and then each string into set # if a word appeared before appears # again, return the word and break token = s.split( " " ) # map for storing word and its count # in sentence setOfWords = {} # store all the words of string # and the count of word in map for i in range ( len (token)): if token[i] in setOfWords: setOfWords[token[i]] + = 1 else : # insert new word to map setOfWords[token[i]] = 1 # traverse again from first word of string s # to check if count of word is greater than 1 # either take a new stream or store the words # in array of strings in previous loop for i in range ( len (token)): count = setOfWords[token[i]] if count > 1 : return token[i] return "NoRepetition" # driver program @staticmethod def main(args): s = "Ravi had been saying that he had been there" firstWord = GFG.findFirstRepeated(s) if firstWord ! = "NoRepetition" : print ( "First repeated word :: " + firstWord) else : print ( "No Repetition" ) GFG.main([]) # This code is contributed by adityashatmfh |
C#
// C# program for finding first repeated // word in a string using System; using System.Collections.Generic; using System.Collections; using System.Linq; class HelloWorld { // returns first repeated word public static string findFirstRepeated( string s) { // break string into tokens // and then each string into set // if a word appeared before appears // again, return the word and break string [] token = s.Split( " " ); // hashmap for storing word and its count // in sentence Dictionary< string , int > setOfWords = new Dictionary< string , int >(); // store all the words of string // and the count of word in map for ( int i=0; i < token.Length; i++) { if (setOfWords.ContainsKey(token[i]) == true ) { setOfWords[token[i]] = setOfWords[token[i]] + 1; } else { // insert new word to map setOfWords.Add(token[i], 1); } } // traverse again from first word of string s // to check if count of word is greater than 1 // either take a new stream or store the words // in array of strings in previous loop for ( int i=0; i < token.Length; i++) { int count = setOfWords[token[i]]; if (count > 1) { return token[i]; } } return "NoRepetition" ; } static void Main() { string s = "Ravi had been saying that he had been there" ; string firstWord = findFirstRepeated(s); if (firstWord != "NoRepetition" ) Console.WriteLine( "First repeated word :: " + firstWord); else Console.WriteLine( "No Repitition" ); } } // The code is contributed by Nidhi goel. |
Javascript
class GFG { // returns first repeated word static findFirstRepeated(s) { // break string into tokens // and then each string into set // if a word appeared before appears // again, return the word and break var token = s.split( " " ); // map for storing word and its count // in sentence var setOfWords = new Map(); // store all the words of string // and the count of word in map for (let i=0; i < token.length; i++) { if (setOfWords.has(token[i])) { setOfWords.set(token[i],setOfWords.get(token[i]) + 1); } else { // insert new word to map setOfWords.set(token[i],1); } } // traverse again from first word of string s // to check if count of word is greater than 1 // either take a new stream or store the words // in array of strings in previous loop for (let i=0; i < token.length; i++) { var count = setOfWords.get(token[i]); if (count > 1) { return token[i]; } } return "NoRepetition" ; } // driver program static main(args) { var s = "Ravi had been saying that he had been there" ; var firstWord = GFG.findFirstRepeated(s); if (firstWord !== "NoRepetition" ) { console.log( "First repeated word :: " + firstWord); } else { console.log( "No Repetitionn" ); } } } GFG.main([]); // This code is contributed by mukulsomukesh |
First repeated word :: had
Method #2: Using built in python functions:
- As all the words in a sentence are separated by spaces.
- We have to split the sentence by spaces using split().
- We split all the words by spaces and store them in a list.
- Use Counter function to count frequency of words
- Traverse the list and check if any word has frequency greater than 1
- If it is present then print the word and break the loop
Implementation::
Java
import java.util.*; class GFG { public static String firstRepeatedWord(String sentence) { // splitting the string String[] lis = sentence.split( " " ); // Calculating frequency of every word Map<String, Integer> frequency = new HashMap<>(); for ( int i = 0 ; i < lis.length; i++) { String word = lis[i]; if (!frequency.containsKey(word)) { frequency.put(word, 1 ); } else { frequency.put(word, frequency.get(word) + 1 ); } } // Traversing the list of words for ( int i = 0 ; i < lis.length; i++) { String word = lis[i]; // checking if frequency is greater than 1 if (frequency.get(word) > 1 ) { // return the word return word; } } // if no repeated word is found return "No repeated word found" ; } // Driver code public static void main(String[] args) { String sentence = "Vikram had been saying that he had been there" ; System.out.println(firstRepeatedWord(sentence)); } } |
Python3
# Python program for the above approach from collections import Counter # Python program to find the first # repeated character in a string def firstRepeatedWord(sentence): # splitting the string lis = list (sentence.split( " " )) # Calculating frequency of every word frequency = Counter(lis) # Traversing the list of words for i in lis: # checking if frequency is greater than 1 if (frequency[i] > 1 ): # return the word return i # Driver code sentence = "Vikram had been saying that he had been there" print (firstRepeatedWord(sentence)) # this code is contributed by vikkycirus |
Javascript
// JavaScript program to find the first repeated word in a string function firstRepeatedWord(sentence) { // splitting the string let lis = sentence.split( " " ); // Calculating frequency of every word let frequency = {}; for (let i = 0; i < lis.length; i++) { let word = lis[i]; if (!frequency[word]) { frequency[word] = 1; } else { frequency[word]++; } } // Traversing the list of words for (let i = 0; i < lis.length; i++) { let word = lis[i]; // checking if frequency is greater than 1 if (frequency[word] > 1) { // return the word return word; } } } // Driver code let sentence = "Vikram had been saying that he had been there" ; console.log(firstRepeatedWord(sentence)); // This code is contributed by princekumaras |
had
Another Approach:
Instead of tracking the counts for a specific token(word), we can keep track of the first occurrence of the token(word) using an unordered map. This would not require any extra loop to traverse in a hashmap or a string to find the repeated string. Thus, it eventually transforms the time complexity from O(2*n) to O(n) while the space complexity remains the same.
Implementation:
C++
// CPP program to find first repeated word in a string. #include <bits/stdc++.h> using namespace std; void solve(string s) { int n = s.size(); // size of the string. unordered_map<string, int > mp; // To store first occurrence of a word. string ans = "" , t = "" ; int min_idx = INT_MAX; // To get minimum occurrence in // the given string. int i = 0, j = 0; // iterators. i -> initial index of a word // j -> final index of a word. // loop to traverse in a string and to find out each // repeated word whose occurrence is minimum. while (j <= n) { // If found an entire word then check if it is // repeated or not using unordered_map. if (s[j] == ' ' || j == n) { if (mp[t] == 0) { // Store the first occurrence // of a word. mp[t] = i + 1; } else { // If there is a Repetition then check // for minimum occurrence of the word. if (min_idx > mp[t]) { min_idx = mp[t]; ans = t; } } // Shift the pointers. t = "" ; i = j + 1; j = i; } else { t += s[j]; j++; } } // If ans is of empty string then this signifies that // there is no Repetition. if (ans == "" ) cout << "No Repetition" << endl; else cout << ans << endl; } int main() { string s1 = "Ravi had been saying that he had been there" ; string s2 = "Ravi had been saying that" ; string s3 = "he had had he" ; solve(s1); solve(s2); solve(s3); return 0; } |
Javascript
// JS program to find first repeated word in a string. function solve(s) { const n = s.length; // size of the string. const mp = new Map(); // To store first occurrence of a word. let ans = "" , t = "" ; let min_idx = Number.MAX_SAFE_INTEGER; // To get minimum occurrence in the given string. let i = 0, j = 0; // iterators. i -> initial index of a word, j -> final index of a word. // loop to traverse in a string and to // find out each repeated word whose occurrence is minimum. while (j <= n) { // If found an entire word then check if it is repeated or not using Map. if (s[j] === ' ' || j === n) { if (!mp.has(t)) { // Store the first occurrence of a word. mp.set(t, i + 1); } else { // If there is a Repetition then // check for minimum occurrence of the word. if (min_idx > mp.get(t)) { min_idx = mp.get(t); ans = t; } } // Shift the pointers. t = "" ; i = j + 1; j = i; } else { t += s[j]; j++; } } // If ans is of empty string then // this signifies that there is no Repetition. if (ans === "" ) console.log( "No Repetition" ); else console.log(ans); } const s1 = "Ravi had been saying that he had been there" ; const s2 = "Ravi had been saying that" ; const s3 = "he had had he" ; solve(s1); solve(s2); solve(s3); |
Java
// Java program to find first repeated word in a string. import java.io.*; import java.util.*; import java.util.*; public class Main { public static void solve(String s) { int n = s.length(); // size of the string. Map<String, Integer> mp = new HashMap<>(); // To store first occurrence of a word. String ans = "" , t = "" ; int min_idx = Integer.MAX_VALUE; // To get minimum occurrence in the given string. int i = 0 , j = 0 ; // iterators. i -> initial index of a word, j -> final index of a word. // loop to traverse in a string and to find out each // repeated word whose occurrence is minimum. while (j <= n) { // If found an entire word then check if it is // repeated or not using unordered_map. if (j == n || s.charAt(j) == ' ' ) { if (mp.getOrDefault(t, 0 ) == 0 ) { // Store the first occurrence of a word. mp.put(t, i + 1 ); } else { // If there is a repetition then check for minimum occurrence of the word. if (min_idx > mp.get(t)) { min_idx = mp.get(t); ans = t; } } // Shift the pointers. t = "" ; i = j + 1 ; j = i; } else { t += s.charAt(j); j++; } } // If ans is an empty string then this signifies that // there is no Repetition. if (ans.equals( "" )) System.out.println( "No Repetition" ); else System.out.println(ans); } public static void main(String[] args) { String s1 = "Ravi had been saying that he had been there" ; String s2 = "Ravi had been saying that" ; String s3 = "he had had he" ; solve(s1); solve(s2); solve(s3); } } // The code is contributed by Arushi Goel. |
had No Repetition he
Optimized Approach:
Instead of counting a number of occurrences of each word which will have O(N) time and space complexity, where N is number of words, we can stop when the count of any word becomes 2. That is no need to iterate through all the words in string.
Let’s say our first repeated word is present at Mth index, then
By using this approach, space and time complexity reduced from O(N) to O(M).
Where,
N: number of words in a string.
M: Index at which first repeating word is present
However, Worst case( When no word is being repeated or the word being repeated is present at last) time and space complexity will still be O(N).
Steps:
- Create a default dictionary with an initial value of 0, to keep track count of words.
- Iterate through each word in a sentence and increment the count of that word by 1.
- If (count of the word) > 1, return the word.
- If the count of none of the words is greater than 1 then that is we are outside our loop then return “No word is being repeated”.
Implementation:
C++
// C++ program for the above approach #include <iostream> #include <map> #include <string> #include <sstream> using namespace std; string first_repeating_word(string s) { // Creating a map with default values as 0. // Every word will have an initial count of 0 map<string, int > word_count; // Creating a stringstream object to split the string into words stringstream ss(s); // Iterating through all words in string. string word; while (ss >> word) { // Increment the word count of // the word we encounter by 1 if (word_count.find(word) != word_count.end()) { word_count[word]++; } else { word_count[word] = 1; } // If word_count of current word // is more than 1, we got our answer, return it. if (word_count[word] > 1) { return word; } } // If program has reached here that // means no word is being repeated return "No word is being repeated" ; } // Driver Code int main() { string s = "Ravi had been saying that he had been there" ; cout << first_repeating_word(s); return 0; } // This code is contributed by princekumaras |
Python3
# Import defaultdict from Collections module from collections import defaultdict def first_repeating_word(s): # Creating a defaultdict with # default values as 0. # Every word will have an # initial count of 0 word_count = defaultdict( lambda : 0 ) # Iterating through all words in string. for i in s.split(): # Increment the word count of # the word we encounter by 1 word_count[i] + = 1 # If word_count of current word # is more than 1, we got our answer, return it. if word_count[i] > 1 : return i # If program has reached here that # means no word is being repeated return 'No word is being repeated' # Driver Code if __name__ = = '__main__' : s = "Ravi had been saying that he had been there" print (first_repeating_word(s)) # This code is contributed by Anurag Mishra |
Javascript
<script> function first_repeating_word(s){ // Creating a defaultdict with // default values as 0. // Every word will have an // initial count of 0 let word_count = new Map() // Iterating through all words in string. for (let i of s.split( ' ' )){ // Increment the word count of // the word we encounter by 1 if (word_count.has(i)){ word_count.set(i,word_count.get(i) + 1); } else word_count.set(i,1); // If word_count of current word // is more than 1, we got our answer, return it. if (word_count.get(i) > 1) return i } // If program has reached here that // means no word is being repeated return 'No word is being repeated' } // Driver Code let s = "Ravi had been saying that he had been there" document.write(first_repeating_word(s)) // This code is contributed by shinjanpatra </script> |
had
Time complexity: O(M)
Space Complexity: O(M)
Optimized Approach 2:
Instead of counting a number of occurrences of each word which will have O(N) time and space complexity, where N is a number of words, we can just store words in a HashSet, and as soon as we reach a word that is already present in the HashSet we can return.
Implementation:
C++
// CPP program for finding first repeated // word in a string #include <bits/stdc++.h> using namespace std; // returns first repeated word string findFirstRepeated(string s) { // break string into tokens // and then each string into set // if a word appeared before appears // again, return the word and break istringstream iss(s); string token; // hashset for storing word and its count // in sentence set<string> setOfWords; // store all the words of string // and the count of word in hashset while (getline(iss, token, ' ' )) { // if word exists return if (setOfWords.find(token) != setOfWords.end()) { return token; } // insert new word to set setOfWords.insert(token); } return "NoRepetition" ; } // driver program int main() { string s( "Ravi had been saying that he had been there" ); string firstWord = findFirstRepeated(s); if (firstWord != "NoRepetition" ) cout << "First repeated word :: " << firstWord << endl; else cout << "No Repetitionn" ; return 0; } |
Java
// Java program for finding first repeated // word in a string import java.util.*; public class GFG{ // returns first repeated word static String findFirstRepeated(String s) { // break string into tokens String token[] = s.split( " " ); // hashset for storing words HashSet<String> set = new HashSet<String>(); // store the words of string in hashset for ( int i= 0 ; i<token.length; i++){ // if word exists return if (set.contains(token[i])){ return token[i]; } // insert new word to set set.add(token[i]); } return "NoRepetition" ; } // driver program public static void main(String args[]) { String s = "Ravi had been saying that he had been there" ; String firstWord = findFirstRepeated(s); if (!firstWord.equals( "NoRepetition" )) System.out.println( "First repeated word :: " + firstWord); else System.out.println( "No Repetitionn" ); } } |
Javascript
// javascript program for finding first repeated // word in a string class GFG { // returns first repeated word static findFirstRepeated(s) { // break string into tokens var token = s.split( " " ); // set for storing words var set = new Set(); // store the words of string in set for (let i=0; i < token.length; i++) { // if word exists return if (set.has(token[i])) { return token[i]; } // insert new word to set set.add(token[i]); } return "NoRepetition" ; } // driver program static main(args) { var s = "Ravi had been saying that he had been there" ; var firstWord = GFG.findFirstRepeated(s); if (firstWord !== "NoRepetition" ) { console.log( "First repeated word :: " + firstWord); } else { console.log( "No Repetitionn" ); } } } GFG.main([]); # This code is contributed by mukulsomukesh |
First repeated word :: had
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