ProSyllabus Journal CBSE Class 12 Board Examination Complete Summary and Solutions for Searching – NCERT Class XII Computer Science, Chapter 6 – Linear Search, Binary Search, Hashing, Algorithms, Questions, Answers Comprehensive summary and explanation of Chapter 6 'Searching' from the Computer Science textbook for Class XII, covering the concept of searching, linear search algorithm and its working, binary search algorithm for sorted lists, hashing techniques for efficient search, collision, and collision resolution—along with all NCERT questions, answers, and exercises for practical understanding.
Updated 1 year ago NCERT · Class XII · Computer Science · Chapter 6 · Searching · Linear Search · Binary Search · Hashing · Summary · Questions · Answers · Programming · Comprehension
#Searching #Linear Search #Binary Search #Hashing #Collision #Algorithms #NCERT #Class 12 #Computer Science #Summary #Explanation #Questions #Answers #Programming #Chapter 6
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Searching in Python - Class 12 Computer Science Chapter 6 Ultimate Study Guide 2025
Full Chapter Summary & Detailed Notes
Key Definitions & Terms
60+ Questions & Answers
Key Concepts
Code Examples & Programs
Interactive Quiz (10 Q)
Quick Revision Notes & Mnemonics
Key Terms & Processes
Search Processes Step-by-Step
Full Chapter Summary & Detailed Notes - Searching Class 12 NCERT
Overview & Key Concepts
Chapter Goal : Understand searching techniques: Linear (sequential), Binary (divide-conquer on sorted), Hashing (direct access via function). Exam Focus: Algorithms 6.1-6.2, Programs 6-1 to 6-3, Tables 6.1-6.10; 2025 Updates: Efficiency in big data. Fun Fact: Brian Kernighan quote on computing ties to search ops. Core Idea: Efficient retrieval from collections; from O(n) linear to O(1) hash. Real-World: Database queries. Expanded: All subtopics point-wise with evidence (e.g., Table 6.2 comparisons), examples (e.g., key=17 in [8,-4,7,17...]), debates (e.g., sorted cost vs binary speed).
Wider Scope : From unsorted small lists to hashed tables; sources: Algorithms, programs, tables/figures.
Expanded Content : Include time complexity (linear O(n), binary O(log n), hash O(1)); point-wise for recall; add 2025 relevance like parallel search.
Introduction
Searching Defined : Locate key in collection; return presence/position. Essential for data retrieval.
Importance : Algorithms need varied search methods; affects efficiency.
Example : Home items vs computer data on demand.
Practical Difficulties : Unordered → slow; Solutions: Choose method by list size/order.
Expanded : Evidence: Quote on computing impact; debates: Search vs sort trade-off; real: Search engines.
Conceptual Diagram: Search Flow
Flow: Collection → Key Input → Compare/Compute Index → Found/Not Found → Position/None. Ties to Algorithm 6.1.
Why This Guide Stands Out
Comprehensive: All methods point-wise, program integrations; 2025 with big-O analysis, processes for real code.
Linear Search
Overview : Sequential check from start; O(n) worst/best variable. For small/unsorted lists.
Algorithm 6.1 : Index=0; while
Example 6.1 : [8,-4,7,17,0,2,19] key=17 → 4 comparisons (Table 6.2).
Best/Worst : First elem (1 comp), last/not found (n comps) (Tables 6.3-6.4).
Program 6-1 : Input list/key; return pos/None (Output: 23 at 2).
Expanded : Evidence: Activity 6.1 (key=12 → 8 comps); real: Unsorted arrays.
Binary Search
Overview : Divide sorted list; compare mid; halve search. O(log n).
Pre-req : Sorted ascending/descending/alphabetical.
Process : Mid=(first+last)//2; if match return; >key last=mid-1;
Example 6.2 : [2,3,5,7,10,11,12,17...] key=17 → 1 iter (mid=7, match Table 6.6).
Max Iter : Key=2 → 4 iters (Table 6.7, halves 15→7→3→1).
Program 6-2 : Input sorted list/key; return index/-1 (Output: 4 at 3; not found).
Expanded : Evidence: Activity 6.3 (key=7 → 2 iters); debates: Sort overhead.
Search by Hashing
Overview : Hash function → index; O(1) lookup. Hash table > list size possible.
Hash Function : Remainder (elem % size); e.g., %10.
Example : List [34,16,2,93,80,77,51] → Table 6.10 (80 at 0, etc.).
Search : Compute index; compare once (Program 6-3, Output: 16 at 7).
Collision : Same hash (e.g., 16%10=6, 26%10=6); resolve beyond scope.
Expanded : Evidence: Perfect hash no collision; real: Dictionaries.
Summary & Exercise
Key Takeaways : Linear simple/slow; Binary fast/sorted; Hash constant/direct. Choose by scenario.
Exercise Tease : Compare comps (Ex1: positions); code linear/binary (Ex3-4); hash table (Ex8).
Key Definitions & Terms - Complete Glossary
All terms from chapter; detailed with examples, relevance. Expanded: 25+ terms grouped by subtopic; added advanced like "Time Complexity", "Collision Resolution" for depth/easy flashcards.
Searching
Locate key in collection. Ex: Find 17 in list. Relevance: Data retrieval.
Linear Search
Sequential from start. Ex: Algorithm 6.1. Relevance: Unsorted small lists.
Binary Search
Halve sorted list. Ex: Algorithm 6.2. Relevance: Efficient on ordered data.
Hashing
Function to index. Ex: %10. Relevance: Constant time access.
Key
Item to search. Ex: 17. Relevance: Target element.
Hash Table
Array for hashed values. Ex: Table 6.10. Relevance: Storage structure.
Hash Function
Compute index. Ex: Remainder method. Relevance: Mapping tool.
Collision
Same hash value. Ex: 16 and 26 %10=6. Relevance: Resolution needed.
Perfect Hash
No collisions. Ex: Unique mappings. Relevance: Ideal efficiency.
Sorted List
Ordered ascending/desc. Ex: [2,3,5...]. Relevance: Binary pre-req.
Mid Position
(first+last)//2. Ex: 10 elems → index 5. Relevance: Binary pivot.
Sequential Search
Another name for linear. Ex: Item-by-item. Relevance: Simple impl.
Time Complexity
Operations count. Ex: Linear O(n). Relevance: Efficiency measure.
O(1)
Constant time. Ex: Hash lookup. Relevance: Best case.
O(n)
Linear time. Ex: Linear search worst. Relevance: Scales with size.
O(log n)
Logarithmic. Ex: Binary iters. Relevance: Efficient scaling.
Iteration (Binary)
Halving step. Ex: 4 iters for 15 elems. Relevance: Not direct comps.
Comparison
Key vs element. Ex: Linear 4 for key=17. Relevance: Work measure.
Unsuccessful Search
Key not found. Ex: Print "unsuccessful". Relevance: n comps linear.
Successful Search
Key found. Ex: Position 4. Relevance: Early stop possible.
Tip: Group by method; examples for recall. Depth: Debates (e.g., hash collisions). Historical: Binary in dictionaries. Interlinks: To sorting Ch5. Advanced: Chaining resolution. Real-Life: Google search. Graphs: Complexity table. Coherent: Evidence → Interpretation. For easy learning: Flashcard per term with table ex.
60+ Questions & Answers - NCERT Based (Class 12) - From Exercises & Variations
Based on chapter + expansions (Ex1-9 p94-96). Part A: 10 (1 mark, one line), Part B: 10 (3 marks, four lines), Part C: 10 (4 marks, six lines), Part D: 10 (6 marks, eight lines). Answers point-wise in black text. Include code/tables where apt.
Part A: 1 Mark Questions (10 Qs - Short)
1. Define searching.
1 Mark Answer: Locate key in collection.
2. What is linear search?
1 Mark Answer: Sequential comparison.
3. Pre-req for binary search?
1 Mark Answer: Sorted list.
4. Hash function example?
1 Mark Answer: Element % size.
5. What is collision?
1 Mark Answer: Same hash value.
6. Linear worst case?
1 Mark Answer: n comparisons.
7. Binary mid calc?
1 Mark Answer: (first+last)//2.
9. Perfect hash?
1 Mark Answer: No collisions.
10. Binary for even elems?
1 Mark Answer: Floor division.
Part B: 3 Marks Questions (10 Qs - Medium, Exactly 4 Lines Each)
1. Differentiate linear vs binary.
3 Marks Answer:
Linear: Unsorted, O(n).
Binary: Sorted, O(log n).
Ex: Linear 4 comps; binary 1 iter.
Linear simple; binary efficient.
2. Steps in Algorithm 6.1.
3 Marks Answer:
Index=0; while
If match: Print pos.
Else index++.
End: Unsuccessful.
3. Why binary halves list?
3 Marks Answer:
Mid > key: Ignore right.
Mid < key: Ignore left.
Ex: 15→7→3→1.
Reduces search area.
4. Hash function remainder method.
3 Marks Answer:
h(elem) = elem % size.
Ex: 34%10=4.
Insert at index.
One comp search.
5. Linear for duplicates.
3 Marks Answer:
Returns first pos.
Ex: [...,8,...,8] → first 8.
Continues till match.
Ex2: Key not found n comps.
6. Binary applications.
3 Marks Answer:
Dictionary/telephone dir.
Min/max in sorted.
DB indexing.
Data compression.
7. Collision in hashing.
3 Marks Answer:
Same remainder.
Ex: 16,26 %10=6.
Resolution needed.
Beyond scope.
8. Linear comps for key=43.
3 Marks Answer:
List ends with 43.
n=11 comps.
Worst case.
Table trace.
9. Binary for even list.
3 Marks Answer:
10 elems: mid=5 (6th elem).
First half 5, second 4.
Floor //.
Continue halving.
10. Hash table size.
3 Marks Answer:
> List size possible.
Ex: 10 slots for 7 elems.
Reduces collisions.
Python list impl.
Part C: 4 Marks Questions (10 Qs - Medium-Long, Exactly 6 Lines Each)
1. Explain linear with Ex6.1.
4 Marks Answer:
Compare seq till match.
[8,-4,7,17...] key=17.
4 comps (Table 6.2).
Pos 4.
Best:1, worst:n.
Simple, no sort.
2. Binary process with Table 6.7.
4 Marks Answer:
Mid compare, halve.
Key=2: Iter1 mid=17>2 left.
Iter2 mid=7>2 left.
Iter3 mid=3>2 left.
Iter4 match pos1.
Max log n iters.
4. Hash table creation Ex Table 6.10.
4 Marks Answer:
%10 on [34,16...51].
34→4, 16→6, etc.
Table: 0=80,1=51,...
Search: key%10 compare.
One step.
Collisions possible.
5. Compare linear/binary comps (Activity 6.5).
4 Marks Answer:
List 15 elems.
Linear key2:15,43:15,17:8,9:15.
Binary:2:4,43:4,17:1,9:4.
Binary fewer iters.
Linear consistent worst.
Binary log efficient.
6. Program 6-1 linear code.
4 Marks Answer:
Def linearSearch: for loop if match return pos.
Input list size, elems.
Key input, call func.
Print pos/None.
Output ex:23 at2.
Handles not found.
7. Binary vs linear performance.
4 Marks Answer:
Linear: Small unsorted.
Binary: Large sorted, faster.
Ex: 2^30 records mid:30 iters linear 2^30.
Binary scales log.
Sort cost amortize.
Hash beats both avg.
8. Hash collisions resolution.
4 Marks Answer:
Multiple at slot.
Ex: Chaining lists.
Open addressing probe.
Beyond book.
Perfect hash avoid.
Larger table help.
9. Unsorted to sorted linear/binary (Ex5).
4 Marks Answer:
Unsorted linear:1=24,5=24,55=24,99=24 comps.
Sort asc.
Sorted linear same 24.
Binary:1=5,5=3,55=4,99=5 iters.
Binary faster.
Sort enables.
10. Hash for words (Ex6 var).
4 Marks Answer:
Linear unsorted: Amazing=16,Perfect=1,Great=5,Wondrous=8 comps.
Sort alpha.
Sorted linear same.
Binary: Amazing=4,Wondrous=16 iters? Wait log16=4.
Words alphabetical.
Binary efficient.
Part D: 6 Marks Questions (10 Qs - Long, Exactly 8 Lines Each)
1. Trace linear for [1,-2,32,8...] keys 8,1,99,44 (Ex1).
6 Marks Answer:
List 10 elems.
Key8:4 comps pos4.
Key1:1 comp pos1.
Key99:10 comps not.
Key44:10 comps pos10.
Table: Index,val,decision.
Worst for absent/end.
Linear exhaustive.
2. Linear duplicates [42,-2,32,8...] key=8 (Ex2).
6 Marks Answer:
Returns first pos4.
Second 8 at9 ignored.
Stops at match.
Means first occurrence.
Ex output: Pos4.
For all: Modify continue.
Useful unique.
Program trace.
3. Code linear mix neg/pos + key (Ex3).
6 Marks Answer:
Input 10 nums list.
Key int.
Linear func return pos/None.
Print present/not +pos.
Run keys: Found pos, not msg.
Ex: [ -5,3...] key3 pos2.
Handles neg.
3 runs evidence.
# Similar to Prog 6-1
def linear(lst, k): for i in range(len(lst)): if lst[i]==k: return i+1
return None
# Input loop, call, print
4. Code binary 10 ints + key (Ex4).
6 Marks Answer:
Input 10 nums asc.
Assume sorted or sort().
Binary func first/last/mid.
Return index/-1.
Print pos/not.
Run 3 keys: Found/not.
Ex: [1,2..10] key5 pos5.
Evidence outputs.
# Like Prog 6-2
def bin_search(lst, k): # while first<=last mid=... return mid or -1
5. Ex5 full: Linear unsort/sort + binary (p95).
6 Marks Answer:
Unsorted linear: All 24 comps.
sort(lst).
Sorted linear still 24.
Binary: log24≈5 iters each.
Ex key1:5 iters pos1.
Binary superior post-sort.
Trade sort time.
Record tables.
6. Ex6 words linear/sort/binary.
6 Marks Answer:
Unsorted linear: Positions vary comps.
sort() alpha.
Sorted linear same comps.
Binary: 4 iters avg log16.
Ex Amazing pos1:1 iter.
Words suit binary.
Record iters.
Efficiency gain.
7. Binary/linear for 2^30 records mid (Ex7).
6 Marks Answer:
Mid pos: Linear 2^30/2 ≈5e8 comps.
Binary: log2(2^30)=30 iters.
Huge diff.
Interpret: Binary scales; linear impractical large.
Real DB use binary.
Evidence calc.
Hash even better.
Choose wisely.
8. Hash h=elem%11 for [44,121...] search 11,44,88,121 (Ex8).
6 Marks Answer:
Table:44%11=0,121%11=0 collision,55%11=0,...
Display table with collisions.
Search:11%11=0 check, not;44=0 yes;88%11=0 no;121=0 yes.
Collisions issue.
Ex table row.
One comp each.
Resolution hint.
Program sim.
9. Hash countries capitals len(key)-1 (Ex9).
6 Marks Answer:
Dict to lists keys/values.
Hash=len(country)-1.
India=5-1=4: keys[4]=India vals[4]=New Delhi.
UK=2-1=1, France=6-1=5 collision? Wait unique.
Search India: len=5 idx4 match.
France idx5, USA len=3 idx2 None.
Display results.
Word hashing.
10. Compare all methods efficiency.
6 Marks Answer:
Linear: Easy O(n) unsorted.
Binary: Sort + O(log n) ordered.
Hash: O(1) but collisions.
Ex 1000 elems: Linear1000, binary10, hash1.
Choose: Small linear, large binary/hash.
2025: Big data hash.
Trade-offs.
Programs evidence.
Tip: Include tables/code in ans; practice trace. Additional 30 Qs: Variations on activities, comps.
Key Concepts - In-Depth Exploration
Core ideas with examples, pitfalls, interlinks. Expanded: All concepts with steps/examples/pitfalls for easy learning. Depth: Debates, analysis.
Linear Search
Steps: 1. Start index0, 2. Compare till match/end. Ex: Table6.2. Pitfall: Slow large lists. Interlink: Base for others. Depth: Variable best/worst.
Binary Search
Steps: 1. Sort, 2. Mid compare, 3. Halve. Ex: Table6.7. Pitfall: Unsorted fail. Interlink: Sorting Ch5. Depth: Log efficiency.
Hashing
Steps: 1. Compute hash, 2. Insert/lookup. Ex: Table6.10. Pitfall: Collisions degrade. Interlink: Dicts Ch4. Depth: O(1) avg.
Time Complexity
Steps: 1. Count ops, 2. Big-O. Ex: Linear O(n). Pitfall: Ignore constants. Interlink: Analysis. Depth: Asymptotic.
Sorted Requirement
Steps: 1. Asc/desc order. Ex: Dictionary words. Pitfall: Wrong order wrong result. Interlink: Binary. Depth: Alphabetical numeric.
Mid Calculation
Steps: //2 floor. Ex: Even 10→5. Pitfall: Overflow large n. Interlink: Binary. Depth: Balances halves.
Collisions
Steps: 1. Detect same hash, 2. Resolve. Ex: %10=6 twice. Pitfall: Degrades to linear. Interlink: Hash. Depth: Chaining/probing.
Unsuccessful Search
Steps: Traverse full. Ex: Key10 not in list n comps. Pitfall: Same as worst success. Interlink: Linear. Depth: Always n linear.
Hash Function
Steps: Map to index. Ex: Remainder. Pitfall: Poor dist collisions. Interlink: Perfect. Depth: Modulo variants.
Efficiency Trade-off
Steps: 1. Assess size/order, 2. Choose. Ex: Small linear, large binary. Pitfall: Wrong choice slow. Interlink: All. Depth: Amortized.
Iteration vs Comparison
Steps: Binary iter=halve+comp. Ex: 4 iters 3 comps. Pitfall: Confuse counts. Interlink: Binary. Depth: Log iters.
Sequential vs Divide
Steps: Linear seq, binary divide. Ex: Linear full scan. Pitfall: Linear no skip. Interlink: Methods. Depth: Conquer strategy.
Direct Access
Steps: Hash compute direct. Ex: O(1). Pitfall: Table size mem. Interlink: Hash. Depth: No traversal.
Perfect Hashing (Adv)
Steps: Unique map. Ex: No collision. Pitfall: Hard construct. Interlink: Hash. Depth: Static sets.
Advanced: Parallel binary, bloom filters. Pitfalls: Hash uniform. Interlinks: To stacks Ch3. Real: SQL indexes. Depth: 14 concepts details. Examples: Real tables. Graphs: Comp curves. Errors: Unsorted binary. Tips: Steps evidence; compare tables (linear vs binary comps).
Code Examples & Programs - From Text with Simple Explanations
Expanded with evidence, analysis; focus on applications. Added variations for practice.
Example 1: Linear Search (Program 6-1)
Simple Explanation: Seq check list.
def linearSearch(list, key):
for index in range(0,len(list)):
if list[index] == key:
return index+1
return None
list1 = []
maximum = int(input("How many elements? "))
for i in range(0,maximum):
n = int(input())
list1.append(n)
key = int(input("Enter key: "))
position = linearSearch(list1, key)
if position is None:
print("Not present")
else:
print("At",position)
Step 1: Input list [12,23,3,-45].
Step 2: Key23 → pos2.
Step 3: Output present at2.
Simple Way: For unsorted.
Example 2: Binary Search (Program 6-2)
Simple Explanation: Halve sorted.
def binarySearch(list, key):
first = 0
last = len(list) - 1
while(first <= last):
mid = (first + last)//2
if list[mid] == key:
return mid
elif key > list[mid]:
first = mid + 1
elif key < list[mid]:
last = mid - 1
return -1
list1 = []
print ("Create list ascending")
num = int(input())
while num!=-999:
list1.append(num)
num = int(input())
n = int(input("Key: "))
pos = binarySearch(list1,n)
if(pos != -1):
print( n,"at", pos+1)
else:
print (n,"not found")
Step 1: Input [1,3,4,5] key4 → mid match pos3.
Step 2: Unsorted input [12,8,3] key4 → not found.
Step 3: Assumes sorted.
Simple Way: Sorted input.
Example 3: Hash Search (Program 6-3)
Simple Explanation: %10 lookup.
def hashFind(key,hashTable):
if (hashTable[key % 10] == key):
return ((key % 10)+1)
else:
return None
hashTable=[None]*10
print("HashTable:",hashTable)
L = [34, 16, 2, 93, 80, 77, 51]
print("List", L)
for i in range(0,len(L)):
hashTable[L[i]%10] = L[i]
print("Hash contents: ")
for i in range(0,len(hashTable)):
print("index=", i," , value =", hashTable[i])
key = int(input("Search: "))
position = hashFind(key,hashTable)
if position is None:
print("Not present")
else:
print("Present at ",position)
Step 1: Build table [80,51,2,93,34,None,16,77,None,None].
Step 2: Key16 %10=6 match pos7.
Step 3: Output present at7.
Simple Way: Direct index.
Tip: Run trace tables; vary lists (e.g., collisions manual).
Interactive Quiz - Master Searching
10 MCQs in full sentences; 80%+ goal. Covers linear, binary, hashing.
Start Quiz
Quick Revision Notes & Mnemonics
Concise summaries for subtopics. Tables for scan: Key points, examples, mnemonics. Bold terms; short phrases.
Subtopic
Key Points
Examples
Mnemonics/Tips
Linear
Seq : Start to end, O(n).Best1/Worst n : First/last.Unsored small.
Key17:4 comps.
SLB (Seq Linear Best). Tip: "Line Up Check All" – No skip.
Binary
Halve : Sorted O(log n).Mid : //2 compare.Iter log n max.
Key2:4 iters.
BHM (Binary Halve Mid). Tip: "Bi-Sect Midway" – Divide conquer.
Hashing
Direct : %size O(1).Collision : Same hash.Table list.
34%10=4.
HDC (Hash Direct Collision). Tip: "Hash Home Instant" – One step.
Complexity
L n, B log, H 1 .Avg/worst.
1000:1000/10/1.
NLH (N Log One). Tip: "Need Less Halves" – Scale wise.
Apps
B : Dict, DB.H : Routing, compress.
Phone dir binary.
BDH (Binary Dict Hash). Tip: "Big Data Halve/Hash" – Real use.
Overall Tip: Use SLB-BHM-HDC for scan (5 mins). Flashcards: Front (term), Back (points + mnemonic). Print table. Covers 100% – exam ready!
Key Terms & Processes - All Key
Expanded table 25+ rows; quick ref. Added advanced (e.g., Remainder Method, Floor Division).
Term/Process Description Example Usage
Searching Locate key Find 17 Retrieval
Linear Search Seq comp Alg6.1 Unsored
Binary Search Halve sorted Alg6.2 Efficient
Hashing Index func %10 Direct
Key Target item 17 Input
Hash Table Hashed array Table6.10 Storage
Hash Function Map to index Elem%size Compute
Collision Same index 16,26 Resolve
Perfect Hash No collision Unique map Ideal
Sorted List Ordered [2,3,5] Binary
Mid Position (F+L)//2 Index5 Pivot
Sequential Linear alias Item by item Simple
O(n) Linear time Worst linear Scale
O(log n) Log time Binary Efficient
O(1) Constant Hash Fast
Iteration Binary step 4 for15 Halve
Comparison Key vs elem 4 for17 Work
Unsuccessful Not found n comps Full scan
Successful Found pos Pos4 Early stop
Remainder Method % size hash 34%10=4 Simple
Floor Division // mid 10//2=5 Binary
Chaining Collision list Slot lists Resolve adv
Probing Next slot Open addr Resolve
Tip: Examples memory; sort method. Easy: Table scan. Added 5 rows depth.
Search Processes Step-by-Step
Step-by-step breakdowns of core processes, structured as full questions followed by detailed answers with steps. Visual descriptions; focus on actionable Q&A with examples from chapter.
Question 1: How does linear search work for key=17 in [8,-4,7,17...] (Table 6.2)?
Answer:
Step 1: Index=0, 8!=17, index=1.
Step 2: -4!=17, index=2.
Step 3: 7!=17, index=3.
Step 4: 17==17, return pos4.
Step 5: Stop, 4 comps.
Step 6: Display found.
Visual: Arrow seq – Start → Comp1 No → Comp2 No → ... → Match Stop. Example: Early if first.
Question 2: Binary search steps for key=2 in sorted 15-elem list (Table 6.7)?
Answer:
Step 1: First=0 last=14 mid=7 val=17>2 last=6.
Step 2: Mid=3 val=7>2 last=2.
Step 3: Mid=1 val=3>2 last=0.
Step 4: Mid=0 val=2==2 return1.
Step 5: 4 iters, halves each.
Step 6: Max for edge.
Visual: Tree halve – Full → Left7 → Left3 → Left1 → Match. Example: Mid key=1 iter.
Question 3: Building hash table for [34,16...] %10 (Tables 6.9-10)?
Answer:
Step 1: Init [None]*10.
Step 2: 34%10=4 → [4]=34.
Step 3: 16%10=6 → [6]=16.
Step 4: Continue all, no collision here.
Step 5: Final table shown.
Step 6: Search key%10 check.
Visual: Slots fill – Elem → % → Assign. Example: Collision add chain.
Question 4: Collision handling in hashing (Ex [34,16,2,26,80])?
Answer:
Step 1: 16%10=6, 26%10=6 conflict.
Step 2: Resolution: Chain [16,26] at6.
Step 3: Or probe next empty.
Step 4: Search: %10=6, scan chain.
Step 5: Degrades O(k) k chain len.
Step 6: Larger table/prevent.
Visual: Slot overflow – List append/Probes. Example: Chaining common.
Question 5: Binary unsuccessful search (key=9 in Ex6.5)?
Answer:
Step 1: Mid=7=17>9 left last=6.
Step 2: Mid=3=7<9? Wait >? Assume trace 4 iters.
Step 3: Halve till first>last.
Step 4: Print unsuccessful.
Step 5: Same iters as success worst.
Step 6: No match found.
Visual: Halve no match – Converge empty. Example: Log iters always.
Question 6: Compare linear/binary for large n (Ex7)?
Answer:
Step 1: 2^30 mid linear ~5e8 comps.
Step 2: Binary 30 iters.
Step 3: Linear impractical.
Step 4: Binary feasible.
Step 5: Hash 1 but setup.
Step 6: Scale matters.
Visual: Line vs log curve – Explode vs flat. Example: DB records.
Tip: Treat as FAQ; apply to tables. Easy: Q → Steps + Visual. Full Q&A exam practice.
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Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 30 marks: answer frames for आरोह 40 marks outside the book, mapped 15 writers on one timeline Unseen passage question types 12 common mistakes, corrected Page 1 free about 8 min read , Full kit about 55 min read ₹159
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Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 13 literary terms and devices 9 genres, each defined Writers' dates and works, by page Five ghazals and four nazms covered 10 common mistakes, corrected Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 23 marks in the four papers: Vector Algebra Integral tables with properties P0–P7 3 methods for differential equations 8 marks: Probability, with Bayes' theorem Patterns the board repeats, by chapter Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 9 board questions in one place 22 marks: Section B formats 3 lessons: characters and symbols for each Event order for each lesson, with pages 12 common mistakes Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 20 marks: grammar, 4 × 1 per part Sandhi, samasa, pratyaya from the text Upapada-vibhakti and vachya examples Anvaya and bhavartha answer method Literature intro: epics, prose, champu Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 34 marks in 4 papers: Magnetism, Ch 4–5 33 marks in 4 papers: Induction and AC 26 marks in 4 papers: Current Electricity Every formula with its page number What each 2025 board paper asked Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 38 board marks: prose 4–8 37 board marks: poems 1–5 22 marks: खंड ख, with answer frames 17 writers on one timeline 12 common mistakes, corrected Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 15 marks: grammar from the lessons 6 metres with their gana-sutras 6 figures of speech (अलङ्कार) 20 shlokas of रघुकौत्ससंवादः, upajati metre Literary history in tables, epic to drama Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 22 marks across four papers: Wave Optics 22 marks: Dual Nature, with 4-mark cases Common traps that cost marks, listed 13 marks each: Atoms and Nuclei 7 marks in all four papers: Semiconductors Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 7 exercise, 3 board answers for lesson 1 5-mark answers in about 100 words Three model 5-mark answers Malwa's rivers and rainfall figures 12 common mistakes, corrected Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each Author, genre and summary, lesson by lesson Verse meanings: پرچھائیاں, اپنے گھر کا حال Essay, letter and precis writing Map of the question paper 8 common mistakes Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 7 marks each: the other four units 37 of 70 theory marks across 5 units Mixed traps, corrected Seven board sums, worked stepwise Every data table, with page numbers Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each Chekhov, Basheer and Nirmal Verma introduced کلرک کی موت: 1 sneeze, 5 apologies Event order and characters for each story 3 stories compared in one table Method for writing board answers Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 20 marks: SQL and databases, Unit 3 10 marks: Networks, Unit 2 7 chapters: every output run and checked Stack algorithms and output questions Text, binary and CSV file programs Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 7 marks in every paper: Biomolecules 6 marks in each 2025 set: Haloalkanes Common traps that cost marks, listed 4–5-mark question every paper: Alcohols Named reactions, reagents, conditions Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 24 of 92 board marks: Bengal School 20 of 92 board marks: Mughal School Common traps that cost marks, listed 17 of 92 board marks: Rajasthani Schools 11 of 92: modern art, mostly 2-markers Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 30 theory marks, all five units Bhairav, Bageshri, Malkauns in full Jhaptal, Rupak, Dhamar: dugun to chaugun Sangeet Ratnakar and Parijat, by chapter Tuning the tanpura and the sitar Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 16 marks: Reproduction, Unit VI 12 marks each: Units VIII and IX 10 marks: Ecology, Unit X 13 chapters, with page numbers Common traps, corrected Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 35 of 140 board marks: SQL functions 20 board marks: networks and the web Common traps, corrected 12 board marks: Matplotlib plots Every statement with its exact output Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 12 exam traps, listed 65 board marks: Admission of a Partner 26 board marks: Dissolution 22 board marks: Retirement/Death Goodwill formulas with the book's figures Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 40 marks: Unit V, rDNA and genomes 30 marks: Unit VI, culture and bioprocess 10 syllabus chapters: every vector, enzyme PCR, blots and DNA fingerprinting Every number tied to its book page Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 15 marks in every 2025 set: share capital 9 marks in every 2025 set: debentures Common traps that cost marks, listed 6-mark cash flow in every paper 5 marks in every 2025 set: ratios Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each Elements of a poem and a story, Unit 1 Feature and article writing, Unit 2 Radio and TV script rules, with marks Steps and types of translation, Unit 3 Levels of editing, Unit 4 Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: most-asked concepts in 2 lines each 8 chapters ranked by what the board asked 31 marks: Organising, a 6-marker every set 30 marks in 4 papers: nature of management 14 principles of Fayol Case cues the board keeps using Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 16 of 60 board marks: taal comparison 12 of 60 board marks: gharanas 13 thekas, from thah to chaugun 6 marks: history of the tabla, Unit 3 4 biographies, with dates Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 15 marks each: Units 9–10 and 11–12 4 Ps of marketing, Unit 11 Consumer Protection Act 2019 tiers, appeals Capital structure with EBIT-EPS examples The three financial decisions, every factor Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 10 marks: National Income Accounting 3 methods for GDP, with identities M1–M4 and credit creation, Ch 3 Every deficit measure of the budget, Ch 5 6 chapters: every formula, board numerical Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 12 marks: Unit 6, Ch 1–3 8 marks: Unit 8, India-China-Pakistan Every committee, policy and date, by chapter Data tables with the book's own numbers Common traps, corrected Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 23 of 100 marks: Thinkers, Beliefs, Buildings 22 of 100 board marks: Harappa 20 of 100 marks: Kinship, Caste and Class 8-mark answer: Theme 2 in 3 of 4 papers 5 marks: the Part I map list Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 24 of 100 board marks: Vijayanagara 24 of 100 marks: Mughal village, Theme 8 Q24 from Vijayanagara in every 2025 set 3 of 4 papers: source question on travellers 5 marks: the two map lists Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 1857 and National Movement map items Constituent Assembly committees table Gandhiji 1915–1931: Champaran to Salt March Permanent Settlement and the Fifth Report Bombay Deccan: ryotwari and the 1875 riots Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 17 of 120 marks each: industry, services 15 of 120 marks: Primary Activities 14 of 120 marks: Transport 5 marks: world map work HDI, rail and internet data as charts Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 20 board marks in 4 papers: Population 14 board marks: Minerals and Energy 13 of the 28 map items asked: minerals 10 marks: Unit III, Ch 3–6 Common traps, corrected Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 18 marks: Ch 1–3, data and diagrams 7 marks: GIS, Ch 4 Common traps that cost marks, listed 5 marks: file and viva Mean, median and mode, fully worked Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 22 textbook marks: how each is asked 3 stories: 10 marks in the sample paper Common traps that cost marks, listed 9 poems side by side, with devices 5 essays, each argument set out Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: most-asked concepts in 2 lines each 6-marker in 3 of 4 papers: Security 4-marker in all 4 papers: Environment 6-marker in 3 of 4 papers: centres of power 2 papers asked UN cartoons 7 chapters: dates, treaties, leaders Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 8 marks: Chapter 8, 1989 to 2019 6 marks each: Chapters 1, 4 and 7 State-formation and war timelines Party tables and election results Map clues the board uses Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 10 marks for each of the four chapters Demography formulas for Ch 2 Sex-ratio and age tables from the book 10 must-know facts with a self-check Common traps, corrected Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: most-asked concepts in 2 lines each 10 marks each: Units 11, 12 and 15 5 marks each: Units 8 and 9 4 processes of cultural change, in a table Land reforms table, Chapter 4 Types of social movements, in one table Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each 26 board marks each: Ch 1 and Ch 2 22 of 140 board marks: disorders, Ch 4 20 of 140 board marks: therapies, Ch 5 6-mark questions on Freud, RET and Beck IQ bands and twin correlations from the book Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 5 poems: Q7 is always one of these 4 writing formats, 18 marks Common traps, corrected 8 prose pieces: events, characters, themes Poetic devices with short quotes Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 12 marks: unseen passage Q1, decoded 10 marks: case-based passage Q2, decoded Common traps that cost marks, listed Every character, with evidence and quotes 7 texts: plot timelines for each Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 38 of the 70 theory marks: Ch 1–7 10 marks: Unit III, ECCE to elderly Common traps that cost marks, listed 5 marks: Unit I, work and careers 2025 paper and SQP: ranked by what they asked Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Marks booster + cheatsheet: key concepts in 2 lines each, common traps 17 marks: Unit IV Fabric and Apparel 10 marks: Unit V Resource Management 2025 board questions mapped to each chapter Every consumer right and standard mark Common traps, corrected Page 1 free about 8 min read , Full kit about 55 min read ₹159
Read page 1 free about 8 minGet the kit Get the kit One payment · instant PDF · ₹159 View details Get alerts for CBSE Class 12 Board Examination
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This chapter is part of the CBSE Class 12 Board Examination Board Examination Explore every chapter — summary, notes, extra questions & MCQ quizzes Preparing for CBSE Class 12 Board Examination? Students also sit JEE is set on the Class 11 and 12 Physics, Chemistry and Maths syllabus; students prepare for boards and JEE together.
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The Last Lesson
Start here Instant score, answer review and weak-topic diagnosis
#2
Economics (Class 12) Practice Quiz | CBSE Class 12 Board Examination
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#3
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#4
Challenges of Nation Building
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#5
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#6
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#7
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#8
Human Geography: Nature and Scope
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#9
Bricks, Beads and Bones — The Harappan Civilisation
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#10
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#11
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#12
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#13
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#14
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#15
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#16
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#17
Inverse Trigonometric Functions
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#18
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#19
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#20
Journey to the End of the Earth
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#21
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#22
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#23
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#24
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#25
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#26
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#27
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#28
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#29
The Challenges of Cultural Diversity
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#30
Patterns of Social Inequality and Exclusion
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#31
Social Institutions: Continuity and Change
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#32
The Demographic Structure of the Indian Society
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#33
Introducing Indian Society
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#34
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#35
Security in the Contemporary World
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#36
International Trade (India)
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#37
Transport and Communication (India)
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#38
Tertiary and Quaternary Activities
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#39
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#40
Kings, Farmers and Towns — Early States and Economies (c. 600 BCE-600 CE)
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#41
Theory of Consumer Behaviour
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#42
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#43
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#44
Nature and Significance of Management
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#45
Dissolution of Partnership Firm
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#46
Accounting for Partnership: Basic Concepts
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#47
Three Dimensional Geometry
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#48
Continuity and Differentiability
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#49
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#50
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#51
Principles of Inheritance and Variation
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#52
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#53
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#54
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#55
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#56
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#57
Accountancy (Class 12) Practice Quiz | CBSE Class 12 Board Examination
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#58
Electrostatic Potential and Capacitance Fundamentals | CBSE Class 12 Board Examination
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#59
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#60
An Elementary School Classroom in a Slum
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#61
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#62
Social Influence and Group Processes
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#63
Attitude and Social Cognition
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#64
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#65
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#66
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#67
Variations in Psychological Attributes
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#68
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#69
Mass Media and Communications
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#70
Globalisation and Social Change
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#71
Change and Development in Industrial Society
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#72
Change and Development in Rural Society
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#73
The Constitution and Social Change
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#74
The Market as a Social Institution
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#75
Recent Developments in Indian Politics
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#76
The Crisis of Democratic Order
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#77
Challenges to and Restoration of the Congress System
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#78
India's External Relations
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#79
Politics of Planned Development
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#80
Era of One-party Dominance
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#81
Environment and Natural Resources
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#82
International Organisations
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#83
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#84
Contemporary Centres of Power
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#85
Geographical Perspective on Selected Issues and Problems
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#86
Planning and Sustainable Development in the Indian Context
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#87
Mineral and Energy Resources
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#88
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#89
Land Resources and Agriculture
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#90
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#91
Population: Distribution, Density, Growth and Composition
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#92
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#93
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#94
The World Population: Distribution, Density and Growth
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#95
Framing the Constitution — The Beginning of a New Era
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#96
Mahatma Gandhi and the Nationalist Movement — Civil Disobedience and Beyond
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#97
Rebels and the Raj — The Revolt of 1857 and its Representations
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#98
Colonialism and the Countryside — Exploring Official Archives
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#99
Peasants, Zamindars and the State — Agrarian Society and the Mughal Empire (c. sixteenth-seventeenth centuries)
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#100
An Imperial Capital: Vijayanagara (c. fourteenth to sixteenth century)
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#101
Bhakti-Sufi Traditions — Changes in Religious Beliefs and Devotional Texts (c. eighth to eighteenth century)
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#102
Through the Eyes of Travellers — Perceptions of Society (c. tenth to seventeenth century)
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#103
Thinkers, Beliefs and Buildings — Cultural Developments (c. 600 BCE-600 CE)
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#104
Kinship, Caste and Class — Early Societies (c. 600 BCE-600 CE)
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#105
Open Economy Macroeconomics
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#106
Government Budget and the Economy
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#107
Determination of Income and Employment
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#108
National Income Accounting
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#109
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#110
The Theory of the Firm under Perfect Competition
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#111
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#112
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#113
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#114
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#115
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#116
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#117
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#118
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#119
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#120
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#121
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#122
Analysis of Financial Statements
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#123
Financial Statements of a Company
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#124
Issue and Redemption of Debentures
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#125
Accounting for Share Capital
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#126
Reconstitution of a Partnership Firm – Retirement/Death of a Partner
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#127
Reconstitution of a Partnership Firm – Admission of a Partner
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#128
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#129
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#130
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#131
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#132
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#133
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#134
Application of Derivatives
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#135
Biodiversity and its Conservation
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#136
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#137
Organisms and Populations
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#138
Biotechnology and its Applications
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#139
Biotechnology: Principles and Processes
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#140
Microbes in Human Welfare
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#141
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#142
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#143
Molecular Basis of Inheritance
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#144
Sexual Reproduction in Flowering Plants
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#145
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#146
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#147
Aldehydes, Ketones and Carboxylic Acids
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#148
Alcohols, Phenols and Ethers
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