Multi-category analysis: Looking at data across multiple groups or time periods to find patterns and differences.
Note: When analyzing multiple categories, compare all values to find highest, lowest, and calculate differences.
- Read all values from the graph (Jan=15, Feb=12, Mar=18, Apr=10)
- Compare all values to find the highest (Mar=18)
- Compare all values to find the lowest (Apr=10)
- Subtract to find the difference (18-10=8)
January = 15, February = 12, March = 18, April = 10
Comparing 15, 12, 18, 10 → 18 is the highest (March)
Comparing 15, 12, 18, 10 → 10 is the lowest (April)
18 - 10 = 8 more sales in March than April
March had the highest sales (18), and the difference between highest and lowest is 8.
• Comparison: Look at all values to find highest and lowest
• Difference: Subtract lowest from highest (18-10=8)
• Analysis: Multi-category data requires systematic comparison
• Practice Tip: Writing values in order helps identify extremes
- Weeks: Mon=5, Tue=8, Wed=3, Thu=7 → Highest=Tue(8), Lowest=Wed(3), Diff=5
- Seasons: Spr=12, Sum=15, Fal=9, Win=6 → Highest=Sum(15), Lowest=Win(6), Diff=9
- Classes: A=20, B=16, C=22, D=14 → Highest=C(22), Lowest=D(14), Diff=8
- Write values in order from highest to lowest to see differences
- Circle the highest and lowest values to identify them easily
- Always subtract the smaller number from the larger number for differences
Q: What if two months have the same highest value?
A: Then both months tie for highest sales. Example: Jan=15, Feb=15 → Both are highest.
Q: How do I remember which number to subtract from which?
A: Always subtract the smaller number from the bigger number to get a positive difference.
Comparative reasoning: Analyzing two or more sets of data to determine which performs better or has higher values.
Note: To find average: add all values and divide by the number of values. Compare averages to determine which is higher.
- Calculate Store A's total: 8+12+6=26
- Calculate Store A's average: 26÷3≈8.7
- Calculate Store B's total: 10+9+11=30
- Calculate Store B's average: 30÷3=10
- Compare averages and find difference
Monday + Tuesday + Wednesday = 8 + 12 + 6 = 26
Total ÷ Number of days = 26 ÷ 3 ≈ 8.7 per day
Monday + Tuesday + Wednesday = 10 + 9 + 11 = 30
Total ÷ Number of days = 30 ÷ 3 = 10 per day
Store B's average (10) > Store A's average (8.7), difference = 10 - 8.7 = 1.3
Store B sold more on average (10 vs 8.7), by 1.3 units per day.
• Average: Add all values and divide by count (Total ÷ Number)
• Comparison: Compare calculated averages to determine superiority
• Difference: Subtract lower average from higher average
• Practice Tip: Calculating averages helps compare performance fairly
- Students: A scored 85,90,80 vs B scored 88,87,85 → A avg=85, B avg=86.7 → B is higher
- Teams: X scored 12,15,10 vs Y scored 14,13,11 → X avg=12.3, Y avg=12.7 → Y is higher
- Months: Jan=20,25,15 vs Feb=22,20,18 → Jan avg=20, Feb avg=20 → Equal
- Average = Total ÷ Number of items
- Round decimals to nearest tenth for easier comparison
- Comparing averages gives fair comparison across different sample sizes
Q: What if the averages are the same?
A: Then both stores perform equally well on average.
Q: How do I calculate average?
A: Add all numbers together, then divide by how many numbers there are.
Pattern recognition: Identifying regular sequences or trends in data that repeat in a predictable way.
Note: Look for consistent changes between consecutive values to identify the pattern rule.
- Examine the sequence: Week 1=5, Week 2=10, Week 3=15, Week 4=20
- Find the difference between consecutive weeks (10-5=5, 15-10=5, 20-15=5)
- Identify the consistent change (+5 each week)
- Apply the pattern to predict Week 5 (20+5=25)
Week 1=5, Week 2=10, Week 3=15, Week 4=20
Week 2 - Week 1 = 10 - 5 = 5
Week 3 - Week 2 = 15 - 10 = 5
Week 4 - Week 3 = 20 - 15 = 5
Each week increases by 5 visitors
Week 4 (20) + 5 = Week 5 (25)
The pattern shows an increase of 5 visitors each week. Week 5 will have 25 visitors.
• Pattern identification: Look for consistent differences between consecutive values
• Consistency: Same change should happen between all consecutive values
• Prediction: Apply the identified pattern to forecast future values
• Practice Tip: Writing differences between values helps identify patterns
- Days: 2, 4, 6, 8 → Pattern: +2 → Next: 10
- Hours: 10, 15, 20, 25 → Pattern: +5 → Next: 30
- Points: 3, 6, 9, 12 → Pattern: +3 → Next: 15
- Always check that the same change happens between all consecutive values
- Look for addition, subtraction, or skip counting patterns
- Write down the differences between values to see the pattern clearly
Q: What if the pattern isn't adding the same number?
A: Look for other patterns like multiplying, alternating, or geometric sequences.
Q: How do I know if my pattern is correct?
A: Check that the same rule works between every pair of consecutive values.
Predictive thinking: Using identified patterns to forecast future outcomes based on current data trends.
Note: Identify the pattern rule, extend it to future time periods, then calculate cumulative totals.
- Identify the growth pattern (Week 1=2cm, Week 2=4cm, Week 3=6cm)
- Determine the rule (increasing by 2cm each week)
- Predict weeks 4 and 5 (Week 4=8cm, Week 5=10cm)
- Calculate total growth (2+4+6+8+10=30cm)
Week 1=2cm, Week 2=4cm, Week 3=6cm → Increasing by 2cm each week
Week 4=8cm, Week 5=10cm (continuing +2cm pattern)
2+4+6+8+10=30cm total growth over 5 weeks
The plant will be 30cm tall at the end of week 5
The plant will be 30cm tall at the end of week 5, with total growth of 30cm.
• Pattern extension: Continue the identified pattern to future periods
• Total calculation: Add all individual amounts to find cumulative total
• Prediction: Use established patterns to forecast outcomes
• Practice Tip: Recording patterns helps make accurate predictions
- Savings: $5,$10,$15 → Pattern:+$5 → Week 4=$20, Total=$50
- Pages: 3,6,9 → Pattern:+3 → Week 4=12, Total=30 pages
- Steps: 100,200,300 → Pattern:+100 → Day 5=500, Total=1500
- Extend patterns by applying the same rule consistently
- Double-check your arithmetic when calculating totals
- Verify predictions by checking if they follow the established pattern
Q: What if the pattern changes?
A: Reassess the data and identify the new pattern that applies to later periods.
Q: How do I calculate total growth?
A: Add the growth amounts for each individual period.
Data interpretation: Analyzing numerical information to extract meaningful insights and calculate percentages.
Note: To find percentage: (part ÷ whole) × 100. Compare values against specified criteria.
- List all student scores (Anna=85, Ben=92, Carl=78, Dana=90)
- Identify who scored above 90 (Ben=92)
- Count how many students scored above 90 (1 student)
- Calculate percentage: (1 ÷ 4) × 100 = 25%
Anna=85, Ben=92, Carl=78, Dana=90
Only Ben scored 92, which is above 90
1 student (Ben) scored above 90
(Number above 90 ÷ Total students) × 100 = (1÷4)×100 = 25%
Ben scored above 90, which represents 25% of all students.
• Comparison: Compare each value against the threshold (90)
• Percentage: (Part ÷ Whole) × 100
• Counting: Tally how many values meet the criteria
• Practice Tip: Percentages help express parts of a whole in standardized terms
- Tests: 88,95,82,94 → Above 90: 2/4=50%
- Scores: 75,80,85,90 → Above 90: 0/4=0%
- Grades: 91,89,93,87 → Above 90: 2/4=50%
- Percentage = (part ÷ whole) × 100
- Circle or highlight values that meet your criteria
- Double-check your division and multiplication for percentage calculations
Q: What if more than one student scores above 90?
A: Count all students above 90, then calculate percentage using the count.
Q: How do I calculate percentage?
A: Divide the part by the whole, then multiply by 100.