Interpret Substance Interaction Data

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Chemistry › Interpret Substance Interaction Data

Questions 1 - 10
1

A strip of magnesium metal reacts with hydrochloric acid in a sealed container (so no gas can escape). The container is placed on a balance.

Before reaction:

  • Container + 50.0 g HCl(aq) + 0.50 g Mg(s): total mass = 150.50 g, temperature = 22.0°C

After reaction stops:

  • Container + products: total mass = 150.50 g, temperature = 30.0°C, visible bubbles formed during reaction

What does the data indicate?

A chemical reaction occurred; mass stayed the same because the system was sealed, and the temperature increase supports that energy was released.

Mass increased because gas bubbles formed, so the balance should read more than 150.50 g.

The temperature increase proves mass must decrease.

No reaction occurred because the mass did not change.

Explanation

This question tests your ability to interpret quantitative and qualitative data from substance interactions to determine whether a chemical reaction occurred and to use that data as evidence. Data interpretation for chemical changes requires comparing before-and-after measurements systematically: look for changes in measurable properties (temperature, mass, color, state) that indicate new substances formed, while also checking for conservation principles. In this sealed container experiment, magnesium metal reacted with HCl, producing visible bubbles while the temperature increased from 22.0°C to 30.0°C (8°C rise) and the total mass remained exactly 150.50 g. Choice A correctly interprets that a chemical reaction occurred: the sealed system prevented gas escape so mass stayed constant, while the significant temperature increase indicates an exothermic reaction releasing energy as Mg reacts with HCl to form MgCl₂ and H₂ gas. Choice B incorrectly claims no reaction due to constant mass; Choice C incorrectly thinks gas formation increases mass; Choice D incorrectly relates temperature to mass change. The data interpretation framework shows: (1) Mass conservation in sealed system: 150.50 g maintained because H₂ gas couldn't escape, (2) Temperature increase of 8°C: strong evidence of exothermic chemical reaction, (3) Bubble formation: H₂ gas produced but trapped in container, (4) Sealed system is key: allows us to observe gas formation while maintaining mass conservation. This perfectly demonstrates how sealing the system lets us see both the chemical change (bubbles, heat) and conservation of mass—the hydrogen gas produced is trapped inside, so all atoms are accounted for!

2

A student combines two substances in a sealed container and records mass and temperature.

Before:

  • Substance A (solid): mass = 6.0 g, temperature = 19.0°C, color = white
  • Substance B (liquid): mass = 14.0 g, temperature = 19.0°C, color = clear
  • Total mass (sealed container + contents): 120.0 g

After shaking (still sealed):

  • Contents: temperature = 30.0°C, color = yellow, no visible pieces of solid A remain
  • Total mass (sealed container + contents): 120.0 g

Which conclusion is best supported by the data?

A chemical reaction definitely occurred only because the solid disappeared; temperature and color are not relevant.

A chemical reaction likely occurred because the temperature increased by 11.0°C and the color changed from white/clear to yellow while mass was conserved.

The data show atoms were created because the temperature increased.

No chemical reaction occurred because the total mass did not change in the sealed container.

Explanation

This question tests your ability to interpret quantitative and qualitative data from substance interactions to determine whether a chemical reaction occurred and to use that data as evidence. Data interpretation for chemical changes requires comparing before-and-after measurements systematically: look for changes in measurable properties (temperature, mass, color, state) that indicate new substances formed, while also checking for conservation principles. Temperature increases or decreases without external heating/cooling indicate energy changes from bond breaking and forming (chemical reactions are often exothermic or endothermic). Color changes visible in data (solution changes from blue to green, not explainable by simple mixing) indicate new substances. Mass data should show conservation of total mass, but if measured in an open system, apparent mass loss indicates gas escaped—still chemical if gas produced by reaction. The key: data must show more than just mixing or phase change! The data indicate a temperature jump from 19.0°C to 30.0°C, color shift to yellow, disappearance of the solid, and conserved mass at 120.0 g in a sealed container, all supporting a chemical reaction. Choice B correctly interprets these multiple changes—temperature increase and color shift with mass conservation—as evidence of a likely reaction. Choice A errs by claiming no reaction due to unchanged mass, but conservation is expected in reactions—pair it with other data! The data interpretation framework: (1) Organize data into before and after categories—what were the initial conditions (masses, temperatures, colors, states)? What are the final conditions? (2) Check conservation: Is total mass conserved (or explained if not, like gas escaping)? Is volume roughly conserved or explained? (3) Look for property changes: Did temperature change significantly? Did color change in unexpected way? Did state change? Did new phases appear (solid from liquids, gas from solids/liquids)? (4) Evaluate strength of evidence: Single property change (might be physical or chemical). Multiple property changes, especially temperature PLUS color or precipitate (strong chemical evidence). Pattern across trials (more reliable). This systematic data review reveals whether reaction occurred! Making data tables work for you: when given a table with multiple columns (substance, mass, temperature, color, state), scan each property row across before and after. Mass row: totals should match (conservation check). Temperature row: changes indicate energy change (likely chemical). Color row: unexpected changes indicate new substances (chemical). State row: phase changes are physical unless accompanied by other evidence. Each property tells part of the story—combine them! You're mastering color and temp changes—keep going!

3

A student reacts baking soda (sodium bicarbonate, NaHCO3) with vinegar (acetic acid solution) in an open flask.

MeasurementBefore mixingAfter reaction stops
Mass of empty flask120.00 g120.00 g
Mass of vinegar added50.00 g
Mass of NaHCO3 added5.00 g
Mass of flask + contents175.00 g172.30 g
Visible bubblingnonestopped

Which interpretation best explains the mass change?

The mass decreased because the balance reading must be wrong; reactions cannot change mass in any setup.

The mass decreased because a gas was produced and escaped from the open flask during a chemical reaction.

The mass decreased because some liquid evaporated instantly; no reaction is needed to explain bubbling.

The mass decreased because atoms were destroyed during the reaction.

Explanation

This question tests your ability to interpret quantitative and qualitative data from substance interactions to determine whether a chemical reaction occurred and to use that data as evidence. Data interpretation for chemical changes requires comparing before-and-after measurements systematically: look for changes in measurable properties (temperature, mass, color, state) that indicate new substances formed, while also checking for conservation principles. Temperature increases or decreases without external heating/cooling indicate energy changes from bond breaking and forming (chemical reactions are often exothermic or endothermic). Color changes visible in data (solution changes from blue to green, not explainable by simple mixing) indicate new substances. Mass data should show conservation of total mass, but if measured in an open system, apparent mass loss indicates gas escaped—still chemical if gas produced by reaction. The key: data must show more than just mixing or phase change! In this open flask, mass dropped from 175.00 g to 172.30 g with bubbling that stopped, suggesting gas production and escape, not just evaporation, as bubbling indicates reaction-generated gas. Choice B correctly interprets the data by explaining the mass decrease as gas escaping from a chemical reaction, aligning with conservation (total mass including gas would be conserved). Choice A fails because it attributes mass loss solely to evaporation without addressing the bubbling as evidence of a reaction producing gas like CO2. The data interpretation framework: (1) Organize data into before and after categories—what were the initial conditions (masses, temperatures, colors, states)? What are the final conditions? (2) Check conservation: Is total mass conserved (or explained if not, like gas escaping)? Is volume roughly conserved or explained? (3) Look for property changes: Did temperature change significantly? Did color change in unexpected way? Did state change? Did new phases appear (solid from liquids, gas from solids/liquids)? (4) Evaluate strength of evidence: Single property change (might be physical or chemical). Multiple property changes, especially temperature PLUS color or precipitate (strong chemical evidence). Pattern across trials (more reliable). This systematic data review reveals whether reaction occurred! Making data tables work for you: when given a table with multiple columns (substance, mass, temperature, color, state), scan each property row across before and after. Mass row: totals should match (conservation check). Temperature row: changes indicate energy change (likely chemical). Color row: unexpected changes indicate new substances (chemical). State row: phase changes are physical unless accompanied by other evidence. Each property tells part of the story—combine them! You're building strong skills here!

4

Two clear, colorless liquids are mixed in a sealed test tube.

Before mixing:

  • 10.0 mL ethanol, C2H5OH(l): temperature = 20.0°C, appearance = clear
  • 10.0 mL water, H2O(l): temperature = 20.0°C, appearance = clear
  • Total mass of sealed test tube + liquids before mixing: 42.80 g

After mixing (same sealed tube):

  • Mixture: temperature = 20.1°C, appearance = clear, no bubbles, no solid
  • Total mass of sealed test tube + mixture: 42.80 g

Based on the data, what is the best conclusion?

A chemical reaction occurred because the temperature changed from 20.0°C to 20.1°C.

The data show mass was not conserved because liquids cannot conserve mass when mixed.

The data best support a physical change (mixing) rather than a chemical reaction because no new observable substances formed.

A chemical reaction occurred because two substances were combined.

Explanation

This question tests your ability to interpret quantitative and qualitative data from substance interactions to determine whether a chemical reaction occurred and to use that data as evidence. Data interpretation for chemical changes requires comparing before-and-after measurements systematically: look for changes in measurable properties (temperature, mass, color, state) that indicate new substances formed, while also checking for conservation principles. Temperature increases or decreases without external heating/cooling indicate energy changes from bond breaking and forming (chemical reactions are often exothermic or endothermic). Color changes visible in data (solution changes from blue to green, not explainable by simple mixing) indicate new substances. Mass data should show conservation of total mass, but if measured in an open system, apparent mass loss indicates gas escaped—still chemical if gas produced by reaction. The key: data must show more than just mixing or phase change! The data here show conserved mass at 42.80 g in a sealed tube, a minimal temperature change of 0.1°C, and no new appearances like bubbles or solids, consistent with physical mixing. Choice C correctly interprets the data by recognizing the lack of observable new substances or significant changes points to a physical change rather than chemical. Choice A distracts by suggesting mixing alone means reaction, but data need evidence of new properties—keep focusing on actual changes! The data interpretation framework: (1) Organize data into before and after categories—what were the initial conditions (masses, temperatures, colors, states)? What are the final conditions? (2) Check conservation: Is total mass conserved (or explained if not, like gas escaping)? Is volume roughly conserved or explained? (3) Look for property changes: Did temperature change significantly? Did color change in unexpected way? Did state change? Did new phases appear (solid from liquids, gas from solids/liquids)? (4) Evaluate strength of evidence: Single property change (might be physical or chemical). Multiple property changes, especially temperature PLUS color or precipitate (strong chemical evidence). Pattern across trials (more reliable). This systematic data review reveals whether reaction occurred! Making data tables work for you: when given a table with multiple columns (substance, mass, temperature, color, state), scan each property row across before and after. Mass row: totals should match (conservation check). Temperature row: changes indicate energy change (likely chemical). Color row: unexpected changes indicate new substances (chemical). State row: phase changes are physical unless accompanied by other evidence. Each property tells part of the story—combine them! You're getting better at distinguishing physical from chemical—keep it up!

5

A student mixes baking soda (NaHCO$_3$) with citric acid solution in a cup on a balance (open to air).

Data:

  • Before: 3.00 g NaHCO$_3$ + 60.00 g citric acid solution, 23.0°C (total = 63.00 g)
  • After fizzing stops: mass of cup contents = 61.90 g, 22.0°C, no solid remains; bubbles observed during mixing

Which interpretation best explains the mass change?​

Mass decreased because the balance always reads lower after stirring; the data cannot be used.

Mass decreased because gas was produced and escaped from the open cup; this supports that a chemical reaction occurred.

Mass decreased because some liquid evaporated instantly; therefore no chemical reaction occurred.

Mass decreased because atoms were destroyed during the reaction.

Explanation

This question tests your ability to interpret quantitative and qualitative data from substance interactions to determine whether a chemical reaction occurred and to use that data as evidence. Data interpretation for chemical changes requires comparing before-and-after measurements systematically: look for changes in measurable properties (temperature, mass, color, state) that indicate new substances formed, while also checking for conservation principles. The data shows: initial mass 63.00 g, final mass 61.90 g (1.10 g decrease), temperature dropped slightly from 23.0°C to 22.0°C, bubbles observed during mixing, and solid dissolved. Choice B correctly interprets the data by recognizing that mass decrease in an open system combined with observed gas production (bubbles) indicates a chemical reaction where CO₂ gas escaped to the atmosphere—the missing 1.10 g represents the gas that left the open cup. Choice A incorrectly attributes mass loss to instant evaporation, Choice C blames equipment error without justification, and Choice D violates conservation of mass (atoms are never destroyed). The data interpretation reveals: gas production (bubbles = CO₂), mass loss explained by gas escape from open container, slight temperature drop (mildly endothermic), and reactant consumption—all evidence supporting chemical reaction between sodium bicarbonate and citric acid!

6

A student combines iron filings with sulfur powder and then heats the mixture.

PropertyBefore heating (mixed)After heating and cooling
Iron (Fe) mass5.00 g
Sulfur (S) mass2.00 g
Total mass of solid7.00 g7.00 g
Appearancegray/yellow speckled powderuniform dark gray solid chunk
Magnet testiron is attracted to magnetsolid is not attracted to magnet

Which conclusion is best supported by the data?

A chemical reaction did not occur because the color change could be due to mixing.

No chemical reaction occurred because the total mass stayed 7.00 g.

A chemical reaction occurred because the material’s properties changed (uniform solid and no longer magnetic) while mass was conserved.

A physical change occurred because heating always causes only phase changes.

Explanation

This question tests your ability to interpret quantitative and qualitative data from substance interactions to determine whether a chemical reaction occurred and to use that data as evidence. Data interpretation for chemical changes requires comparing before-and-after measurements systematically: look for changes in measurable properties (temperature, mass, color, state) that indicate new substances formed, while also checking for conservation principles. Temperature increases or decreases without external heating/cooling indicate energy changes from bond breaking and forming (chemical reactions are often exothermic or endothermic). Color changes visible in data (solution changes from blue to green, not explainable by simple mixing) indicate new substances. Mass data should show conservation of total mass, but if measured in an open system, apparent mass loss indicates gas escaped—still chemical if gas produced by reaction. The key: data must show more than just mixing or phase change! The data show mass conserved at 7.00 g, appearance shifting from gray/yellow speckled powder to uniform dark gray solid, and magnet test changing from attracted (iron) to not attracted, indicating a new compound formed. Choice B correctly interprets the data by recognizing the property changes (uniformity and loss of magnetism) with mass conservation as evidence of a chemical reaction forming iron sulfide. Choice C fails because it assumes heating only causes phase changes, but the data show more than that—permanent property alterations not reversible by cooling, typical of chemical synthesis. The data interpretation framework: (1) Organize data into before and after categories—what were the initial conditions (masses, temperatures, colors, states)? What are the final conditions? (2) Check conservation: Is total mass conserved (or explained if not, like gas escaping)? Is volume roughly conserved or explained? (3) Look for property changes: Did temperature change significantly? Did color change in unexpected way? Did state change? Did new phases appear (solid from liquids, gas from solids/liquids)? (4) Evaluate strength of evidence: Single property change (might be physical or chemical). Multiple property changes, especially temperature PLUS color or precipitate (strong chemical evidence). Pattern across trials (more reliable). This systematic data review reveals whether reaction occurred! Making data tables work for you: when given a table with multiple columns (substance, mass, temperature, color, state), scan each property row across before and after. Mass row: totals should match (conservation check). Temperature row: changes indicate energy change (likely chemical). Color row: unexpected changes indicate new substances (chemical). State row: phase changes are physical unless accompanied by other evidence. Each property tells part of the story—combine them! Excellent work spotting those changes!

7

A student mixes two aqueous solutions at room temperature.

PropertySolution 1: AgNO3(aq)Solution 2: NaCl(aq)After mixing
Volume30.0 mL30.0 mL60.0 mL
Temperature20.0°C20.0°C20.5°C
Appearanceclearclearcloudy; white solid appears

Which data pattern best supports that a chemical reaction occurred?

A white solid formed and the temperature changed slightly, indicating formation of a new substance.

Both solutions started at 20.0°C, so they must react when mixed.

The temperature increased by 0.5°C, which proves no reaction occurred.

The total volume became 60.0 mL, which shows the liquids combined.

Explanation

This question tests your ability to interpret quantitative and qualitative data from substance interactions to determine whether a chemical reaction occurred and to use that data as evidence. Data interpretation for chemical changes requires comparing before-and-after measurements systematically: look for changes in measurable properties (temperature, mass, color, state) that indicate new substances formed, while also checking for conservation principles. Temperature increases or decreases without external heating/cooling indicate energy changes from bond breaking and forming (chemical reactions are often exothermic or endothermic). Color changes visible in data (solution changes from blue to green, not explainable by simple mixing) indicate new substances. Mass data should show conservation of total mass, but if measured in an open system, apparent mass loss indicates gas escaped—still chemical if gas produced by reaction. The key: data must show more than just mixing or phase change! The data show volumes adding to 60.0 mL, temperatures from 20.0°C to 20.5°C (slight increase), and appearance from clear to cloudy with white solid, highlighting the precipitate as key evidence. Choice C correctly interprets the data by recognizing the white solid formation and slight temperature change as supporting a chemical reaction with new substance creation. Choice D fails because the 0.5°C increase doesn't prove no reaction; it's a small but notable change, and ignoring the solid misreads the strongest evidence. The data interpretation framework: (1) Organize data into before and after categories—what were the initial conditions (masses, temperatures, colors, states)? What are the final conditions? (2) Check conservation: Is total mass conserved (or explained if not, like gas escaping)? Is volume roughly conserved or explained? (3) Look for property changes: Did temperature change significantly? Did color change in unexpected way? Did state change? Did new phases appear (solid from liquids, gas from solids/liquids)? (4) Evaluate strength of evidence: Single property change (might be physical or chemical). Multiple property changes, especially temperature PLUS color or precipitate (strong chemical evidence). Pattern across trials (more reliable). This systematic data review reveals whether reaction occurred! Making data tables work for you: when given a table with multiple columns (substance, mass, temperature, color, state), scan each property row across before and after. Mass row: totals should match (conservation check). Temperature row: changes indicate energy change (likely chemical). Color row: unexpected changes indicate new substances (chemical). State row: phase changes are physical unless accompanied by other evidence. Each property tells part of the story—combine them! You're getting really good at this!

8

Two solutions are mixed in an open beaker.

  • Solution A: 25.0 mL calcium chloride, CaCl2(aq), mass = 26.6 g, clear, 21.0°C
  • Solution B: 25.0 mL sodium carbonate, Na2CO3(aq), mass = 26.4 g, clear, 21.0°C

After mixing and stirring for 1 minute:

  • Mixture: cloudy white, 28.0°C
  • Mass of beaker + mixture is 0.0 g different from the combined initial masses (within balance precision)

Which observation is the best evidence that a new substance formed?

The total volume became 50.0 mL, which is the sum of the two volumes.

The mixture became cloudy white, indicating a solid precipitate formed.

Both starting solutions were clear liquids.

The mass stayed the same, so only a physical change occurred.

Explanation

This question tests your ability to interpret quantitative and qualitative data from substance interactions to determine whether a chemical reaction occurred and to use that data as evidence. Data interpretation for chemical changes requires comparing before-and-after measurements systematically: look for changes in measurable properties (temperature, mass, color, state) that indicate new substances formed, while also checking for conservation principles. Temperature increases or decreases without external heating/cooling indicate energy changes from bond breaking and forming (chemical reactions are often exothermic or endothermic). Color changes visible in data (solution changes from blue to green, not explainable by simple mixing) indicate new substances. Mass data should show conservation of total mass, but if measured in an open system, apparent mass loss indicates gas escaped—still chemical if gas produced by reaction. The key: data must show more than just mixing or phase change! Here, the data reveal two clear solutions at 21.0°C becoming cloudy white at 28.0°C with mass conserved (no difference within precision), and total volume summing to 50.0 mL, but the key change is the cloudy appearance suggesting a precipitate. Choice A correctly interprets the data by recognizing the cloudy white mixture as evidence of a solid precipitate, a new substance indicating a chemical reaction. Choice D fails because mass conservation supports a reaction in a closed system but doesn't rule it out; the distractor misreads by claiming it proves only physical change, ignoring other evidence like the precipitate. The data interpretation framework: (1) Organize data into before and after categories—what were the initial conditions (masses, temperatures, colors, states)? What are the final conditions? (2) Check conservation: Is total mass conserved (or explained if not, like gas escaping)? Is volume roughly conserved or explained? (3) Look for property changes: Did temperature change significantly? Did color change in unexpected way? Did state change? Did new phases appear (solid from liquids, gas from solids/liquids)? (4) Evaluate strength of evidence: Single property change (might be physical or chemical). Multiple property changes, especially temperature PLUS color or precipitate (strong chemical evidence). Pattern across trials (more reliable). This systematic data review reveals whether reaction occurred! Making data tables work for you: when given a table with multiple columns (substance, mass, temperature, color, state), scan each property row across before and after. Mass row: totals should match (conservation check). Temperature row: changes indicate energy change (likely chemical). Color row: unexpected changes indicate new substances (chemical). State row: phase changes are physical unless accompanied by other evidence. Each property tells part of the story—combine them! You're doing great—keep analyzing those details!

9

A student heats ice in a closed container and records observations.

Before heating:

  • Ice (H2O(s)): mass = 20.0 g, temperature = 0.0°C, state = solid

After heating:

  • Water (H2O(l)): mass = 20.0 g, temperature = 0.0°C, state = liquid
  • No bubbles, no color change, no new substances observed

What does the data indicate?

A chemical reaction occurred because mass stayed the same in a closed container.

The data support a physical change (melting) rather than a chemical reaction because only the state changed and the substance remains water.

The data show mass was not conserved because temperature did not increase above 0.0°C.

A chemical reaction occurred because the state changed from solid to liquid.

Explanation

This question tests your ability to interpret quantitative and qualitative data from substance interactions to determine whether a chemical reaction occurred and to use that data as evidence. Data interpretation for chemical changes requires comparing before-and-after measurements systematically: look for changes in measurable properties (temperature, mass, color, state) that indicate new substances formed, while also checking for conservation principles. Temperature increases or decreases without external heating/cooling indicate energy changes from bond breaking and forming (chemical reactions are often exothermic or endothermic). Color changes visible in data (solution changes from blue to green, not explainable by simple mixing) indicate new substances. Mass data should show conservation of total mass, but if measured in an open system, apparent mass loss indicates gas escaped—still chemical if gas produced by reaction. The key: data must show more than just mixing or phase change! The data show only a state change from solid ice to liquid water at 0.0°C with conserved mass and no other alterations like bubbles or color, typical of physical melting. Choice C correctly identifies this as a physical change since the substance remains water without new formations. Choice A mistakes the state change alone for chemical, but phase changes without other evidence are physical—check for multiple indicators! The data interpretation framework: (1) Organize data into before and after categories—what were the initial conditions (masses, temperatures, colors, states)? What are the final conditions? (2) Check conservation: Is total mass conserved (or explained if not, like gas escaping)? Is volume roughly conserved or explained? (3) Look for property changes: Did temperature change significantly? Did color change in unexpected way? Did state change? Did new phases appear (solid from liquids, gas from solids/liquids)? (4) Evaluate strength of evidence: Single property change (might be physical or chemical). Multiple property changes, especially temperature PLUS color or precipitate (strong chemical evidence). Pattern across trials (more reliable). This systematic data review reveals whether reaction occurred! Making data tables work for you: when given a table with multiple columns (substance, mass, temperature, color, state), scan each property row across before and after. Mass row: totals should match (conservation check). Temperature row: changes indicate energy change (likely chemical). Color row: unexpected changes indicate new substances (chemical). State row: phase changes are physical unless accompanied by other evidence. Each property tells part of the story—combine them! You're nailing phase change distinctions—impressive!

10

Two colorless liquids are mixed in a sealed container.

  • Liquid X: 20.0 mL, 18.0°C, mass = 19.6 g, colorless
  • Liquid Y: 20.0 mL, 18.0°C, mass = 19.8 g, colorless

After mixing for 30 seconds (sealed container):

  • Total mass of container + contents: unchanged
  • Temperature: 18.0°C
  • Appearance: colorless and clear

What does the data most strongly suggest?

There is no clear evidence of a chemical reaction because no measured property changed.

A chemical reaction occurred because the temperature stayed constant.

A chemical reaction definitely occurred because two substances were combined.

A chemical reaction likely occurred because the mass stayed the same.

Explanation

This question tests your ability to interpret quantitative and qualitative data from substance interactions to determine whether a chemical reaction occurred and to use that data as evidence. Data interpretation for chemical changes requires comparing before-and-after measurements systematically: look for changes in measurable properties (temperature, mass, color, state) that indicate new substances formed, while also checking for conservation principles. Temperature increases or decreases without external heating/cooling indicate energy changes from bond breaking and forming (chemical reactions are often exothermic or endothermic). Color changes visible in data (solution changes from blue to green, not explainable by simple mixing) indicate new substances. Mass data should show conservation of total mass, but if measured in an open system, apparent mass loss indicates gas escaped—still chemical if gas produced by reaction. The key: data must show more than just mixing or phase change! The sealed container data show no changes: mass unchanged, temperature steady at 18.0°C, appearance remaining colorless and clear, suggesting simple mixing without reaction indicators. Choice C correctly interprets the data by noting the absence of any property changes, providing no evidence for a chemical reaction. Choice A fails because combining substances doesn't guarantee a reaction; the distractor assumes mixing alone is evidence, but data show no supporting changes. The data interpretation framework: (1) Organize data into before and after categories—what were the initial conditions (masses, temperatures, colors, states)? What are the final conditions? (2) Check conservation: Is total mass conserved (or explained if not, like gas escaping)? Is volume roughly conserved or explained? (3) Look for property changes: Did temperature change significantly? Did color change in unexpected way? Did state change? Did new phases appear (solid from liquids, gas from solids/liquids)? (4) Evaluate strength of evidence: Single property change (might be physical or chemical). Multiple property changes, especially temperature PLUS color or precipitate (strong chemical evidence). Pattern across trials (more reliable). This systematic data review reveals whether reaction occurred! Making data tables work for you: when given a table with multiple columns (substance, mass, temperature, color, state), scan each property row across before and after. Mass row: totals should match (conservation check). Temperature row: changes indicate energy change (likely chemical). Color row: unexpected changes indicate new substances (chemical). State row: phase changes are physical unless accompanied by other evidence. Each property tells part of the story—combine them! Great job recognizing the lack of evidence!

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