Data that can be counted, measured, and expressed using numbers
TypesofQuantitative Data
Discrete Data
Continuous Data
DiscreteData
Data that cannot be broken down into smaller parts; they always assume exact amounts and have no values in between
ContinuousData
Data that can be infinitely broken down into smaller parts; they are data that continuously fluctuates
QualitativeData
Data based on descriptions and descriptive traits
Types of Qualitative Data
Nominal Data
Ordinal Data
NominalData
Used for naming or labelling variables without numerical value, no order and cannot compare between data values
OrdinalData
A type of categorical data with specific order, in order and could be orderly arranged
Methods of Gathering Data
Experiment
Survey
Interview
Observation
Experiment
To test a causal relationship by manipulating variables and measuring their effects
Survey
To understand the general characteristics or opinions of a group of people by distributing a list of questions
Interview
To gain an in-depth understanding of perceptions or opinions of a topic by verbally asking participants open-ended questions
Observation
To understand something in its natural setting by measuring or surveying a sample without affecting them
Frequency
How often something happened, the number of times an observation occurs in a data set
Mean
Sum of all values divided by the total number of values
Median
Middle value in an ordered data set
Mode
The most frequent value/s in a data set
Flowchart
Graphical or symbolic representation of a process, using arrows and shapes to show the chronological order
Flowchart Symbols
Start/end
Arrows
Input/Output
Process
Decision
DrawingConclusions
Summarizes the significant results of the experiment, compares the results to the original hypothesis and previous experiments, and explains what the results mean
Accepting or Rejecting a Hypothesis
If the data does not support the hypothesis, it is rejected. If the data does support the hypothesis, it is accepted.
Principle
A rule or mechanism by which specific scientific phenomena work, requiring more explanation to articulate
Theory
A hypothesis that has been tested and consistently supported by data, an explanation based on many repeated observations
Law
A scientific law that summarizes a natural occurrence that may be consistently observed given the same conditions