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Quantitative vs. Qualitative Data
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Data Qualitative Data – using only words to describe an observation. Color Size Texture Ex) The desks are black Quantitative Data – using numbers (and units), to describe and observe; based on QUANITY Weight Height Length Ex) There are 30 desks in the room
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Qualitative Observations Qualitative observations describe what we observe. “Qualitative” = quality (descriptive) These observations use adjectives to describe something. Example: The flower has white petals. Example: Mr. M has blue eyes.
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Quantitative Observations Quantitative observations measure what we observe. “Quantitative” = quantity (numerical) These observations use numbers to measure something in a quantitative way. Example: The flower has seven petals. Example: Mr. M has two eyes.
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Example 1
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Example 2
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Which is better? Both types of observations are valuable in science. In an experiment though, quantitative observations can be precisely and objectively compared. Qualitative: The road is long. (describes) Quantitative: The road is 5 km long. (measures) Some things are easier to quantify than others. Scientists use innovative ways of turning qualitative into quantitative.
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Which is better? For example, someone might say that a dead fish is smelly. It is hard to know just how smelly the fish is though. To make this quantitative, the scientist could ask the person to rate the “smelliness” on a scale of 1-5. This would then allow you to compare how smelly the fish is!
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Bar Graphs Use when you have one set of QUALITATIVE data, and one set of QUANTITATIVE data. Categories on X-axis Numerical data on Y-axis
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Line Graphs Use when you have two sets of QUANTITATIVE data. Dependent Variable on Y-axis Independent Variable on Y-axis
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