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here are the hottest recorded temperatures (in \\(^{\\circ}\\text{f}\\)…

Question

here are the hottest recorded temperatures (in \\(^{\circ}\text{f}\\)) for each of sixteen cities throughout north america.

temperatures (in \\(^{\circ}\text{f}\\))
111, 95, 103, 108, 107, 101, 98, 100
94, 106, 112, 93, 103, 102, 97, 108

(a) complete the grouped frequency distribution for the data. (note that the class width is 4.)

temperatures (in \\(^{\circ}\text{f}\\)) | frequency
93 to 96 |
97 to 100 |
101 to 104 |

(b) construct a histogram for the data.

Explanation:

Response

<pre_analysis>
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"quality": "clear",
"question_count": 2,
"skills_matched": [
"step_cot",
"explain_then_answer",
"quick"
],
"needs_drawing": true,
"concepts_used": [
"Frequency Distribution",
"Data Tallying",
"Histogram Construction"
],
"new_concepts": [],
"current_concepts": [
"Frequency Distribution",
"Data Tallying",
"Histogram Construction"
]
}
</pre_analysis>

<reasoning>

Sort and tally the temperature data

The 16 temperature values are:
111, 95, 103, 108, 107, 101, 98, 100, 94, 106, 112, 93, 103, 102, 97, 108.

Sorting the data in ascending order:
93, 94, 95, 97, 98, 100, 101, 102, 103, 103, 106, 107, 108, 108, 111, 112.

Calculate frequencies for each class

Using a class width of 4:

  • 93 to 96: 93, 94, 95 (3 values)
  • 97 to 100: 97, 98, 100 (3 values)
  • 101 to 104: 101, 102, 103, 103 (4 values)
  • 105 to 108: 106, 107, 108, 108 (4 values)
  • 109 to 112: 111, 112 (2 values)

Determine histogram boundaries

The classes and their corresponding frequencies are:

  • 93 to 96: 3
  • 97 to 100: 3
  • 101 to 104: 4
  • 105 to 108: 4
  • 109 to 112: 2

</reasoning>

<answer>

Question (a)

Temperatures (in \(^\circ\text{F}\))Frequency
97 to 1003
101 to 1044
105 to 1084
109 to 1122

Question (b)

The histogram is constructed with the following bar heights corresponding to each temperature interval:

  • 93 to 96: height of 3
  • 97 to 100: height of 3
  • 101 to 104: height of 4
  • 105 to 108: height of 4
  • 109 to 112: height of 2

</answer>

<plot>
{
"elements": [
{
"type": "customzone",
"params": {
"points": [[92.5, 0], [92.5, 3], [96.5, 3], [96.5, 0]],
"fillColor": "rgba(140, 85, 242, 0.5)",
"fillOpacity": 0.5
},
"properties": {
"strokeColor": "#8C55F2",
"strokeWidth": 2
}
},
{
"type": "customzone",
"params": {
"points": [[96.5, 0], [96.5, 3], [100.5, 3], [100.5, 0]],
"fillColor": "rgba(140, 85, 242, 0.5)",
"fillOpacity": 0.5
},
"properties": {
"strokeColor": "#8C55F2",
"strokeWidth": 2
}
},
{
"type": "customzone",
"params": {
"points": [[100.5, 0], [100.5, 4], [104.5, 4], [104.5, 0]],
"fillColor": "rgba(140, 85, 242, 0.5)",
"fillOpacity": 0.5
},
"properties": {
"strokeColor": "#8C55F2",
"strokeWidth": 2
}
},
{
"type": "customzone",
"params": {
"points": [[104.5, 0], [104.5, 4], [108.5, 4], [108.5, 0]],
"fillColor": "rgba(140, 85, 242, 0.5)",
"fillOpacity": 0.5
},
"properties": {
"strokeColor": "#8C55F2",
"strokeWidth": 2
}
},
{
"type": "customzone",
"params": {
"points": [[108.5, 0], [108.5, 2], [112.5, 2], [112.5, 0]],
"fillColor": "rgba(140, 85, 242, 0.5)",
"fillOpacity": 0.5
},
"properties": {
"strokeColor": "#8C55F2",
"strokeWidth": 2
}
},
{
"type": "text",
"params": [94.5, -0.3, "93-96"],
"properties": {
"anchorX": "middle",
"anchorY": "top"
}
},
{
"type": "text",
"params": [98.5, -0.3, "97-100"],
"properties": {
"anchorX": "middle",
"anchorY": "top"
}
},
{
"type": "text",
"params": [102.5, -0.3, "101-104"],
"properties": {
"anchorX": "middle",
"anchorY": "to…

Answer:

<pre_analysis>
{
"quality": "clear",
"question_count": 2,
"skills_matched": [
"step_cot",
"explain_then_answer",
"quick"
],
"needs_drawing": true,
"concepts_used": [
"Frequency Distribution",
"Data Tallying",
"Histogram Construction"
],
"new_concepts": [],
"current_concepts": [
"Frequency Distribution",
"Data Tallying",
"Histogram Construction"
]
}
</pre_analysis>

<reasoning>

Sort and tally the temperature data

The 16 temperature values are:
111, 95, 103, 108, 107, 101, 98, 100, 94, 106, 112, 93, 103, 102, 97, 108.

Sorting the data in ascending order:
93, 94, 95, 97, 98, 100, 101, 102, 103, 103, 106, 107, 108, 108, 111, 112.

Calculate frequencies for each class

Using a class width of 4:

  • 93 to 96: 93, 94, 95 (3 values)
  • 97 to 100: 97, 98, 100 (3 values)
  • 101 to 104: 101, 102, 103, 103 (4 values)
  • 105 to 108: 106, 107, 108, 108 (4 values)
  • 109 to 112: 111, 112 (2 values)

Determine histogram boundaries

The classes and their corresponding frequencies are:

  • 93 to 96: 3
  • 97 to 100: 3
  • 101 to 104: 4
  • 105 to 108: 4
  • 109 to 112: 2

</reasoning>

<answer>

Question (a)

Temperatures (in \(^\circ\text{F}\))Frequency
97 to 1003
101 to 1044
105 to 1084
109 to 1122

Question (b)

The histogram is constructed with the following bar heights corresponding to each temperature interval:

  • 93 to 96: height of 3
  • 97 to 100: height of 3
  • 101 to 104: height of 4
  • 105 to 108: height of 4
  • 109 to 112: height of 2

</answer>

<plot>
{
"elements": [
{
"type": "customzone",
"params": {
"points": [[92.5, 0], [92.5, 3], [96.5, 3], [96.5, 0]],
"fillColor": "rgba(140, 85, 242, 0.5)",
"fillOpacity": 0.5
},
"properties": {
"strokeColor": "#8C55F2",
"strokeWidth": 2
}
},
{
"type": "customzone",
"params": {
"points": [[96.5, 0], [96.5, 3], [100.5, 3], [100.5, 0]],
"fillColor": "rgba(140, 85, 242, 0.5)",
"fillOpacity": 0.5
},
"properties": {
"strokeColor": "#8C55F2",
"strokeWidth": 2
}
},
{
"type": "customzone",
"params": {
"points": [[100.5, 0], [100.5, 4], [104.5, 4], [104.5, 0]],
"fillColor": "rgba(140, 85, 242, 0.5)",
"fillOpacity": 0.5
},
"properties": {
"strokeColor": "#8C55F2",
"strokeWidth": 2
}
},
{
"type": "customzone",
"params": {
"points": [[104.5, 0], [104.5, 4], [108.5, 4], [108.5, 0]],
"fillColor": "rgba(140, 85, 242, 0.5)",
"fillOpacity": 0.5
},
"properties": {
"strokeColor": "#8C55F2",
"strokeWidth": 2
}
},
{
"type": "customzone",
"params": {
"points": [[108.5, 0], [108.5, 2], [112.5, 2], [112.5, 0]],
"fillColor": "rgba(140, 85, 242, 0.5)",
"fillOpacity": 0.5
},
"properties": {
"strokeColor": "#8C55F2",
"strokeWidth": 2
}
},
{
"type": "text",
"params": [94.5, -0.3, "93-96"],
"properties": {
"anchorX": "middle",
"anchorY": "top"
}
},
{
"type": "text",
"params": [98.5, -0.3, "97-100"],
"properties": {
"anchorX": "middle",
"anchorY": "top"
}
},
{
"type": "text",
"params": [102.5, -0.3, "101-104"],
"properties": {
"anchorX": "middle",
"anchorY": "top"
}
},
{
"type": "text",
"params": [106.5, -0.3, "105-108"],
"properties": {
"anchorX": "middle",
"anchorY": "top"
}
},
{
"type": "text",
"params": [110.5, -0.3, "109-112"],
"properties": {
"anchorX": "middle",
"anchorY": "top"
}
}
],
"timestamps": []
}
</plot>

<post_analysis>
{
"subject": "Mathematics",
"question_type": "Multi-part",
"knowledge_point": [
"Mathematics",
"Statistics",
"Frequency Distribution"
]
}
</post_analysis>