All flashcards
Flashcard 1: A table shows (x,y): (1,4) and (3,12). Predict y at x=2 assuming linearity.
Answer: y=8. Slope is 4, so y=4+4(1)=8.
Flashcard 2: Predict the next value: A trend shows doubling each time, current value 3.
Answer: 6. Doubling pattern: 3×2=6.
Flashcard 3: What is an outlier in the context of data trends?
Answer: A data point that deviates significantly. A value that differs greatly from the general pattern.
Flashcard 4: What is the purpose of a trend line in data analysis?
Answer: To show the general direction of data. Summarizes overall data movement for easy interpretation.
Flashcard 5: Identify the trend in data with a constant rate of change.
Answer: Linear trend. Data changes by the same amount in each time period.
Flashcard 6: What does a scatter plot with no discernible pattern suggest?
Answer: No trend. Data points show no clear relationship or direction.
Flashcard 7: Identify the prediction: a dataset has a strong correlation.
Answer: Predictions are likely to be accurate. Strong correlations enable reliable future value estimates.
Flashcard 8: Find the prediction: current trend shows a 5% increase yearly.
Answer: Future values increase by 5% each year. Extends the current growth rate into future periods.
Flashcard 9: State the formula for calculating the slope of a trend line.
Answer: Slope = x2−x1y2−y1. Calculates the rate of change between two points on a line.
Flashcard 10: Identify the type of trend: data increases steadily.
Answer: Positive trend. Values consistently rise over time, showing upward movement.
Flashcard 11: Which trend is shown by data decreasing steadily?
Answer: Negative trend. Values consistently fall over time, showing downward movement.
Flashcard 12: Identify the type of trend: data follows a repeating pattern.
Answer: Cyclical trend. Data repeatedly rises and falls in predictable intervals.
Flashcard 13: What does a flat trend line indicate about data?
Answer: No significant change over time. Data remains constant without rising or falling.
Flashcard 14: Identify the trend: Sales increase from 100 units to 500 units over 5 months.
Answer: Increasing trend. Sales rise consistently from 100 to 500 units.
Flashcard 15: What type of graph is best for showing trends over time?
Answer: Line graph. Shows changes over time with connected points.
Flashcard 16: What is the term for a pattern or direction in data over time?
Answer: Trend. A pattern shows consistent direction in data over time.
Flashcard 17: Which method estimates a value within a series based on surrounding data points?
Answer: Interpolation. Estimates values between known data points.
Flashcard 18: Determine the prediction: Temperature rises from 20°C to 30°C in 3 days. Day 4?
Answer: Likely 31°C or higher. Trend shows 10°C increase over 3 days.
Flashcard 19: What is the term for predicting future values based on current trends?
Answer: Extrapolation. Extends a trend beyond known data points.
Flashcard 20: What type of variable is typically plotted on the x-axis when evaluating trends?
Answer: Independent variable. The variable that causes changes in the trend.
Flashcard 21: Choose the correct prediction: Data shows a consistent 5% monthly growth.
Answer: Next month: 5% increase. Consistent pattern continues into next period.
Flashcard 22: What type of relationship is indicated by a positive slope in a trend line?
Answer: Positive correlation. Both variables increase together in same direction.
Flashcard 23: Predict the outcome: A trend line shows consistent decline in scores.
Answer: Scores will continue to decrease. Downward trend indicates continued decline.
Flashcard 24: What does a negative slope in a trend line typically indicate?
Answer: Negative correlation. One variable decreases as the other increases.
Flashcard 25: Predict: If a trend shows decreasing values, what is next if current is 50?
Answer: Lower than 50. Downward trend means values will continue falling.
Flashcard 26: What is the conclusion when a trend line flattens after a period of increase?
Answer: Stabilization. Growth levels off and becomes constant.
Flashcard 27: Identify the trend: Data points cluster tightly around a positive slope line.
Answer: Strong positive trend. Close clustering shows strong linear relationship.
Flashcard 28: What does it mean when data points are widely scattered in a scatter plot?
Answer: Weak correlation. Scattered points show little linear relationship.
Flashcard 29: Predict the next value: Trend shows values increasing by 2 each time, current 10.
Answer: 12. Adding 2 to current value: 10+2=12.
Flashcard 30: Identify the trend: A trend line in a graph is steeply rising.
Answer: Rapid increase. Steep slope indicates fast rate of change.