Question
Could I get a step-by-step for this? Please do not give me the answer, just a guide on how to go about solving this on
Could I get a step-by-step for this? Please do not give me the answer, just a guide on how to go about solving this on my own. I often struggle with equations and Excel formulas, so if you could be clear on those particular directions. I don't know if the graphs or charts are needed since I don't want the answer just handed to me, but I'm going to include them just to be safe.
Here is the assignment:
Scenario
You have been hired by your regional real estate company to determine if your region's housing prices and housing square footage are significantly different from those of the national market. The regional sales director has three questions that they want to see addressed in the report:
- Are housing prices in your regional market lower than the national market average?
- Is the square footage for homes in your region different than the average square footage for homes in the national market?
- For your region, what is the range of values for the 95% confidence interval of square footage for homes in your market?
You are given a real estate data set that has houses listed for every county in the United States. In addition, you have been given national statistics and graphs that show the national averages for housing prices and square footage. Your job is to analyze the data, complete the statistical analyses, and provide a report to the regional sales director. You will do so by completing the Project Two Template.
Directions
Introduction
- Region:Start by picking one region from the following list of regions: West South Central, West North Central, East South Central, East North Central, Mid Atlantic
- Purpose:What was the purpose of your analysis, and what is your approach?
- Define a random sample and two hypotheses (means) to analyze.
- Sample:Define your sample. Take a random sample of 500 observations for your region.
- Describe what is included in your sample (i.e., states, region, years or months).
- Questions and type of test:For your selected sample, define two hypothesis questions and the appropriate type of test hypothesis for each. Address the followingfor each hypothesis:
- Describe the population parameter for the variable you are analyzing.
- Describe your hypothesis in your own words.
- Describe the inference test you will use.
- Identify the test statistic.
- Level of confidence:Discuss how you will use estimation and confidence intervals to help you solve the problem.
1-Tail Test
- Hypothesis:Define your hypothesis.
- Define the population parameter.
- Write null (Ho) and alternative (Ha) hypotheses.
- Specify your significance level.
- Data analysis:Analyze the data and confirm assumptions have not been violated to complete this hypothesis test.
- Summarize your sample data using appropriate graphical displays and summary statistics.
- Provide at least one histogram of your sample data.
- In a table, provide summary statistics including sample size, mean, median, and standard deviation.
- Summarize your sample data, describing the center, spread, and shape in comparison to the national information.
- Check the conditions.
- Determine if the normal condition has been met.
- Determine if there are any other conditions that you should check and whether they have been met.
- Summarize your sample data using appropriate graphical displays and summary statistics.
- Hypothesis test calculations:Complete hypothesis test calculations, providing the appropriate statistics and graphs.
- Calculate the hypothesis statistics.
- Determine the appropriate test statistic (t).
- Calculate the probability (pvalue).
- Calculate the hypothesis statistics.
- Interpretation:Interpret your hypothesis test results using the p value method to reject or not reject the null hypothesis.
- Relate thepvalue and significance level.
- Make the correct decision (reject or fail to reject).
- Provide a conclusion in the context of your hypothesis.
2-Tail Test
- Hypotheses:Define your hypothesis.
- Define the population parameter.
- Write null and alternative hypotheses.
- State your significance level.
- Data analysis:Analyze the data and confirm assumptions have not been violated to complete this hypothesis test.
- Summarize your sample data using appropriate graphical displays and summary statistics.
- Provide at least one histogram of your sample data.
- In a table, provide summary statistics including sample size, mean, median, and standard deviation.
- Summarize your sample data, describing the center, spread, and shape in comparison to the national information.
- Check the assumptions.
- Determine if the normal condition has been met.
- Determine if there are any other conditions that should be checked on and whether they have been met.
- Summarize your sample data using appropriate graphical displays and summary statistics.
- Hypothesis test calculations:Complete hypothesis test calculations, providing the appropriate statistics and graphs.
- Calculate the hypothesis statistics.
- Determine the appropriate test statistic (t).
- Determine the probability (pvalue).
- Calculate the hypothesis statistics.
- Interpretation:Interpret your hypothesis test results using thepvalue method to reject or not reject the null hypothesis.
- Relate thepvalue and significance level.
- Make the correct decision (reject or fail to reject).
- Provide a conclusion in the context of your hypothesis.
- Comparison of the test results:See Question 3 from the Scenario section.
- Calculate a 95% confidence interval. Show or describe your method of calculation.
- Interpret a 95% confidence interval.
Final Conclusions
- Summarize your findings:Refer back to the Introduction section above and summarize your findings of the sample you selected.
- Discuss:Discuss whether you were surprised by the findings. Why or why not?
Here is theProject Template:
Introduction
Region: [Clearly specify the region you picked from the list of regions mentioned in Guidelines.]
Purpose: [Include in this section a brief overview, the purpose of the report, and your approach. Define your random sample and two hypotheses (means) to analyze.]
Sample:[Take a random sample of observations from your region and describe what is included in your sample (i.e., states, region, years or months).]
Questions and type of test:[For your selected sample, define two hypothesis questions and the appropriate type of test hypothesis for each. For each hypothesis question, answer questions 3a-c from the Project Two Guidelines and Rubric. This includes questions about the population parameter, your hypothesis, the inference method you will use, and how you will use estimation and confidence intervals to help you solve the problem.]
1-Tail Test
Hypothesis:[Define the population parameter. Write null and alternative hypotheses.Note: For means, define a hypothesis thatislessthanthe population parameter. Specify your significance level.]
Data analysis:[Summarize your sample data using appropriate graphical displays and summary statistics.]
[Provide at least one histogram of your sample data.]
[In a table, provide summary statistics including sample size, mean, median, and standard deviation.]
Note: For quartiles 1 and 3, use the quartile function in Excel:
=QUARTILE([data range], [quartile number])
[Summarize your sample data, describing the center, spread, and shape in context.]
[Note: For shape, think about the distribution: skewed or symmetric.]
[Check the assumptions by determining if the normal condition has been met. Determine if there are any other conditions that you should check and whether they have been met.]
[Note: Think about the central limit theorem and sampling methods.]
Hypothesis Test Calculations:
[Determine the appropriate test statistic (t).]
[Note: This calculation is (mean - target)/standard error. In this case, the mean is your regional mean, and the target is the national mean.]
[Calculate the probability (pvalue).]
[Note: This calculation is done with the T.DIST.RT function in Excel: =T.DIST.RT([test statistic], [degree of freedom]). The degree of freedom is calculated by subtracting 1 from your sample size.]
Interpretation:
[Relate thepvalue and significance level.]
[Make the correct decision (reject or fail to reject).]
[Provide a conclusion in the context of your hypothesis.]
2-Tail Test
Hypotheses:[Define the population parameter. Write null and alternative hypotheses.]
[Note: For means, define a hypothesis thatis not equal tothe population parameter.]
[State your significance level.]
Data Analysis:
[Summarize your sample data using appropriate graphical displays and summary statistics.]
[Provide at least one histogram of your sample data.]
[In a table, provide summary statistics including sample size, mean, and standard deviation.]
[Note: For quartiles 1 and 3, use the quartile function in Excel:
=QUARTILE([data range], [quartile number]) ]
[Summarize your sample data, describing the center, spread, and shape in comparison to the national information.]
[Note: For shape, think about the distribution: skewed or symmetric.]
[Check the assumptions by determining if the normal condition has been met. Determine if there are any other conditions that you should check and whether they have been met.]
Note: Think about the central limit theorem and sampling methods.
Hypothesis Test Calculations:
[Determine the appropriate test statistic (t).]
[Note: This calculation is (mean - target)/standard error. In this case, the mean is your regional mean, and the target is the national mean.]
[Calculate the probability (pvalue).]
[Note: This calculation is done with the TDIST.2T function in Excel: =T.DIST.RT([test statistic], [degree of freedom]). The degree of freedom is calculated by subtracting 1 from your sample size.]
Interpretation:
[Relate thepvalue and significance level.]
[Make the correct decision (reject or fail to reject).]
[Provide a conclusion in context to your hypothesis.]
Comparison of the Test Results:
[Calculate the 95% confidence interval and show or describe the method of calculation.]
[Interpret the confidence 95% confidence interval in context.]
Final Conclusions
[Summarize Your Findings:Refer back to Step 1 and summarize your findings of the sample you selected.]
[Discuss:Discussif you were surprised by the findings including why or why not.]
Here is theExcel chartof the region I chose (It is very large as a quick warning):
House Listing Price Data by Region | |||||
Regional sample (n = 1001) | |||||
State | County | Region | House listing price | Cost per square foot | Square footage |
OR | yamhill | Pacific | $429,950 | $213 | 2,129 |
OR | yamhill | Pacific | $439,950 | $213 | 2,198 |
CA | sacramento | Pacific | $394,391 | $232 | 1,659 |
CA | san mateo | Pacific | $1,301,950 | $787 | 1,735 |
WA | grays harbor | Pacific | $225,000 | $150 | 1,527 |
CA | nevada | Pacific | $497,336 | $248 | 2,271 |
CA | alameda | Pacific | $799,050 | $488 | 1,563 |
CA | marin | Pacific | $1,314,050 | $654 | 2,044 |
WA | skagit | Pacific | $450,050 | $236 | 1,914 |
CA | kings | Pacific | $236,040 | $134 | 1,659 |
CA | alameda | Pacific | $797,050 | $485 | 1,605 |
HI | honolulu | Pacific | $699,050 | $539 | 1,208 |
AK | matanuska-susitna | Pacific | $270,000 | $151 | 1,820 |
CA | san diego | Pacific | $660,550 | $377 | 1,761 |
CA | sutter | Pacific | $329,950 | $176 | 1,874 |
AK | fairbanks north star | Pacific | $222,750 | $134 | 1,665 |
CA | kings | Pacific | $269,950 | $152 | 1,786 |
OR | clackamas | Pacific | $542,475 | $225 | 2,553 |
CA | el dorado | Pacific | $544,550 | $269 | 2,050 |
CA | santa clara | Pacific | $1,254,550 | $680 | 1,940 |
OR | polk | Pacific | $378,040 | $172 | 2,280 |
CA | fresno | Pacific | $325,050 | $174 | 1,863 |
WA | kitsap | Pacific | $409,994 | $201 | 2,118 |
CA | sacramento | Pacific | $389,500 | $229 | 1,673 |
WA | grays harbor | Pacific | $239,550 | $161 | 1,499 |
OR | yamhill | Pacific | $459,950 | $192 | 2,380 |
WA | king | Pacific | $746,045 | $398 | 2,080 |
CA | lake | Pacific | $269,950 | $172 | 1,552 |
HI | kauai | Pacific | $1,149,050 | $653 | 1,680 |
CA | san diego | Pacific | $675,000 | $365 | 1,853 |
WA | island | Pacific | $424,950 | $233 | 1,805 |
WA | walla walla | Pacific | $372,764 | $166 | 2,448 |
WA | king | Pacific | $725,000 | $387 | 2,065 |
CA | kern | Pacific | $239,950 | $129 | 1,616 |
OR | lane | Pacific | $399,050 | $211 | 1,930 |
OR | benton | Pacific | $495,050 | $212 | 2,290 |
CA | tuolumne | Pacific | $342,550 | $198 | 1,767 |
CA | ventura | Pacific | $749,500 | $376 | 2,018 |
WA | clallam | Pacific | $415,050 | $201 | 1,998 |
WA | chelan | Pacific | $420,050 | $197 | 1,988 |
WA | pierce | Pacific | $400,050 | $197 | 2,198 |
CA | san diego | Pacific | $717,500 | $405 | 1,800 |
CA | lake | Pacific | $279,950 | $181 | 1,577 |
CA | el dorado | Pacific | $534,050 | $260 | 2,089 |
WA | franklin | Pacific | $274,390 | $138 | 2,096 |
CA | madera | Pacific | $335,050 | $168 | 1,956 |
OR | deschutes | Pacific | $523,521 | $245 | 2,104 |
CA | marin | Pacific | $1,383,550 | $636 | 2,151 |
OR | multnomah | Pacific | $449,300 | $248 | 1,947 |
AK | anchorage | Pacific | $315,050 | $180 | 1,738 |
WA | yakima | Pacific | $257,050 | $133 | 1,936 |
CA | merced | Pacific | $300,661 | $175 | 1,752 |
CA | butte | Pacific | $304,050 | $186 | 1,646 |
WA | spokane | Pacific | $299,800 | $117 | 2,180 |
WA | skagit | Pacific | $492,864 | $234 | 2,057 |
CA | mendocino | Pacific | $629,950 | $305 | 1,500 |
WA | king | Pacific | $734,417 | $393 | 2,064 |
WA | clark | Pacific | $455,500 | $194 | 2,400 |
CA | contra costa | Pacific | $699,050 | $403 | 2,022 |
CA | santa clara | Pacific | $1,164,957 | $720 | 1,670 |
CA | shasta | Pacific | $336,550 | $190 | 1,809 |
CA | san mateo | Pacific | $1,595,050 | $899 | 1,820 |
CA | kings | Pacific | $262,479 | $149 | 1,758 |
OR | marion | Pacific | $387,250 | $192 | 2,064 |
OR | multnomah | Pacific | $462,550 | $267 | 1,817 |
CA | tulare | Pacific | $250,050 | $136 | 1,795 |
WA | grant | Pacific | $287,014 | $146 | 1,811 |
CA | shasta | Pacific | $319,050 | $171 | 1,786 |
OR | lane | Pacific | $405,000 | $195 | 2,045 |
OR | klamath | Pacific | $209,050 | $122 | 1,680 |
AK | matanuska-susitna | Pacific | $269,420 | $155 | 1,786 |
OR | benton | Pacific | $483,750 | $213 | 2,109 |
WA | king | Pacific | $599,525 | $298 | 2,215 |
CA | madera | Pacific | $299,050 | $148 | 2,002 |
CA | merced | Pacific | $295,050 | $163 | 1,801 |
OR | columbia | Pacific | $347,500 | $185 | 1,986 |
CA | santa clara | Pacific | $1,171,994 | $704 | 1,693 |
AK | anchorage | Pacific | $344,050 | $178 | 1,848 |
CA | placer | Pacific | $560,050 | $260 | 2,191 |
WA | lewis | Pacific | $299,550 | $158 | 1,863 |
OR | jackson | Pacific | $409,950 | $213 | 1,911 |
WA | cowlitz | Pacific | $325,050 | $174 | 1,866 |
OR | josephine | Pacific | $364,550 | $188 | 1,888 |
WA | grant | Pacific | $235,050 | $130 | 1,805 |
AK | anchorage | Pacific | $319,500 | $179 | 1,754 |
CA | contra costa | Pacific | $658,050 | $391 | 1,914 |
OR | jackson | Pacific | $405,000 | $212 | 1,916 |
CA | tehama | Pacific | $300,050 | $160 | 1,831 |
WA | clark | Pacific | $457,045 | $209 | 2,260 |
CA | sonoma | Pacific | $717,550 | $385 | 1,794 |
CA | lake | Pacific | $334,550 | $196 | 1,594 |
CA | tehama | Pacific | $307,500 | $172 | 1,788 |
HI | hawaii | Pacific | $472,050 | $323 | 1,487 |
WA | whitman | Pacific | $249,800 | $118 | 2,085 |
OR | columbia | Pacific | $341,550 | $172 | 2,023 |
WA | benton | Pacific | $374,050 | $170 | 2,229 |
CA | madera | Pacific | $329,050 | $168 | 1,941 |
WA | skagit | Pacific | $405,050 | $203 | 2,033 |
WA | snohomish | Pacific | $450,050 | $218 | 2,087 |
CA | santa cruz | Pacific | $940,550 | $558 | 1,654 |
CA | butte | Pacific | $315,050 | $191 | 1,650 |
CA | san mateo | Pacific | $1,648,550 | $907 | 1,859 |
OR | yamhill | Pacific | $474,950 | $212 | 2,265 |
AK | fairbanks north star | Pacific | $229,950 | $138 | 1,667 |
CA | sonoma | Pacific | $791,550 | $448 | 1,769 |
OR | umatilla | Pacific | $237,550 | $130 | 1,876 |
OR | lane | Pacific | $375,050 | $198 | 1,928 |
OR | marion | Pacific | $366,864 | $188 | 1,964 |
CA | sacramento | Pacific | $424,550 | $240 | 1,714 |
CA | yolo | Pacific | $539,050 | $280 | 1,935 |
CA | kern | Pacific | $245,050 | $135 | 1,610 |
AK | matanuska-susitna | Pacific | $280,049 | $159 | 1,850 |
CA | santa cruz | Pacific | $895,050 | $542 | 1,644 |
WA | clark | Pacific | $451,500 | $203 | 2,245 |
CA | orange | Pacific | $894,550 | $446 | 2,000 |
WA | skagit | Pacific | $375,050 | $201 | 1,943 |
WA | king | Pacific | $740,000 | $367 | 2,180 |
CA | mendocino | Pacific | $649,050 | $299 | 1,570 |
CA | nevada | Pacific | $533,907 | $261 | 2,221 |
WA | snohomish | Pacific | $450,025 | $230 | 2,018 |
CA | san luis obispo | Pacific | $745,050 | $375 | 1,919 |
WA | pierce | Pacific | $450,000 | $207 | 2,242 |
CA | alameda | Pacific | $817,805 | $543 | 1,502 |
OR | washington | Pacific | $500,000 | $225 | 2,335 |
OR | benton | Pacific | $469,050 | $206 | 2,209 |
OR | jackson | Pacific | $412,500 | $195 | 1,969 |
OR | marion | Pacific | $399,000 | $180 | 2,129 |
OR | klamath | Pacific | $249,500 | $128 | 1,782 |
CA | contra costa | Pacific | $619,050 | $341 | 1,998 |
WA | yakima | Pacific | $327,050 | $159 | 2,067 |
OR | yamhill | Pacific | $459,950 | $203 | 2,308 |
WA | cowlitz | Pacific | $290,800 | $150 | 2,008 |
CA | marin | Pacific | $1,599,050 | $695 | 2,394 |
WA | franklin | Pacific | $297,500 | $156 | 2,092 |
CA | madera | Pacific | $322,550 | $167 | 1,915 |
WA | whatcom | Pacific | $415,000 | $215 | 1,903 |
OR | umatilla | Pacific | $198,050 | $118 | 1,722 |
WA | snohomish | Pacific | $462,525 | $230 | 2,048 |
CA | santa barbara | Pacific | $1,013,907 | $450 | 1,984 |
CA | humboldt | Pacific | $379,500 | $239 | 1,573 |
WA | franklin | Pacific | $268,574 | $136 | 2,080 |
WA | whitman | Pacific | $250,050 | $116 | 2,100 |
CA | napa | Pacific | $1,012,050 | $535 | 2,028 |
OR | multnomah | Pacific | $454,525 | $240 | 1,990 |
OR | clackamas | Pacific | $549,975 | $217 | 2,588 |
CA | lake | Pacific | $289,494 | $186 | 1,494 |
CA | stanislaus | Pacific | $320,000 | $179 | 1,797 |
WA | franklin | Pacific | $307,850 | $154 | 2,120 |
OR | coos | Pacific | $314,550 | $172 | 1,812 |
OR | polk | Pacific | $364,950 | $190 | 1,950 |
WA | skagit | Pacific | $479,950 | $233 | 2,069 |
OR | douglas | Pacific | $262,000 | $141 | 1,826 |
OR | benton | Pacific | $410,050 | $193 | 2,054 |
OR | multnomah | Pacific | $469,500 | $262 | 1,903 |
CA | sacramento | Pacific | $379,050 | $220 | 1,686 |
CA | marin | Pacific | $1,575,050 | $702 | 2,264 |
WA | skagit | Pacific | $465,050 | $235 | 2,038 |
CA | madera | Pacific | $327,550 | $166 | 1,980 |
HI | honolulu | Pacific | $690,050 | $519 | 1,268 |
OR | marion | Pacific | $368,050 | $188 | 1,959 |
WA | chelan | Pacific | $436,250 | $204 | 1,973 |
WA | franklin | Pacific | $261,304 | $134 | 2,187 |
WA | cowlitz | Pacific | $250,050 | $141 | 1,800 |
OR | josephine | Pacific | $359,950 | $194 | 1,815 |
WA | kitsap | Pacific | $432,550 | $205 | 2,121 |
CA | lake | Pacific | $334,050 | $198 | 1,668 |
OR | douglas | Pacific | $311,550 | $166 | 1,853 |
WA | grant | Pacific | $226,200 | $126 | 1,801 |
AK | matanuska-susitna | Pacific | $290,000 | $162 | 1,820 |
OR | marion | Pacific | $369,050 | $174 | 2,076 |
OR | benton | Pacific | $472,550 | $201 | 2,174 |
WA | grays harbor | Pacific | $219,950 | $148 | 1,517 |
WA | whitman | Pacific | $279,950 | $133 | 2,170 |
CA | san mateo | Pacific | $1,620,050 | $883 | 1,930 |
OR | josephine | Pacific | $362,907 | $194 | 1,802 |
CA | solano | Pacific | $473,590 | $268 | 1,785 |
OR | douglas | Pacific | $299,050 | $160 | 1,893 |
CA | mendocino | Pacific | $575,050 | $277 | 1,600 |
WA | grays harbor | Pacific | $234,750 | $150 | 1,495 |
CA | kings | Pacific | $257,500 | $143 | 1,798 |
OR | deschutes | Pacific | $495,050 | $236 | 2,084 |
CA | santa cruz | Pacific | $895,050 | $547 | 1,605 |
CA | tehama | Pacific | $299,950 | $169 | 1,769 |
WA | chelan | Pacific | $458,050 | $234 | 1,872 |
CA | yuba | Pacific | $299,000 | $170 | 1,804 |
CA | tulare | Pacific | $280,000 | $151 | 1,816 |
CA | yolo | Pacific | $465,050 | $252 | 1,867 |
CA | los angeles | Pacific | $711,518 | $433 | 1,745 |
CA | placer | Pacific | $579,479 | $262 | 2,248 |
CA | san luis obispo | Pacific | $749,550 | $372 | 1,942 |
CA | san mateo | Pacific | $1,419,913 | $778 | 1,829 |
CA | san francisco | Pacific | $1,235,050 | $883 | 1,290 |
CA | stanislaus | Pacific | $313,550 | $177 | 1,770 |
HI | hawaii | Pacific | $504,550 | $349 | 1,528 |
HI | kauai | Pacific | $891,550 | $579 | 1,563 |
WA | clallam | Pacific | $399,525 | $202 | 1,961 |
WA | whitman | Pacific | $319,500 | $139 | 2,363 |
CA | monterey | Pacific | $1,000,050 | $528 | 2,156 |
CA | tuolumne | Pacific | $353,050 | $199 | 1,856 |
WA | island | Pacific | $430,050 | $214 | 2,042 |
CA | ventura | Pacific | $769,550 | $369 | 2,118 |
CA | santa clara | Pacific | $1,295,050 | $752 | 1,740 |
OR | washington | Pacific | $525,050 | $226 | 2,386 |
OR | marion | Pacific | $395,050 | $179 | 2,164 |
CA | sutter | Pacific | $334,050 | $179 | 1,900 |
OR | jackson | Pacific | $414,764 | $209 | 1,901 |
OR | polk | Pacific | $360,050 | $188 | 1,984 |
WA | king | Pacific | $645,050 | $325 | 2,130 |
OR | clackamas | Pacific | $528,236 | $228 | 2,430 |
WA | pierce | Pacific | $417,525 | $200 | 2,196 |
AK | matanuska-susitna | Pacific | $279,325 | $155 | 1,872 |
CA | san bernardino | Pacific | $350,049 | $196 | 1,863 |
WA | whatcom | Pacific | $394,050 | $201 | 1,884 |
CA | santa cruz | Pacific | $899,050 | $538 | 1,661 |
OR | umatilla | Pacific | $232,300 | $127 | 1,800 |
WA | franklin | Pacific | $318,450 | $176 | 1,931 |
CA | san diego | Pacific | $721,621 | $392 | 1,868 |
CA | tuolumne | Pacific | $349,500 | $198 | 1,794 |
CA | madera | Pacific | $329,050 | $167 | 2,017 |
WA | franklin | Pacific | $300,750 | $157 | 2,010 |
CA | tuolumne | Pacific | $347,050 | $198 | 1,798 |
OR | polk | Pacific | $365,050 | $183 | 1,962 |
CA | tulare | Pacific | $261,500 | $138 | 1,826 |
OR | polk | Pacific | $363,998 | $172 | 2,098 |
CA | sutter | Pacific | $324,950 | $174 | 1,830 |
CA | santa clara | Pacific | $1,099,050 | $620 | 1,810 |
WA | island | Pacific | $477,500 | $247 | 1,873 |
CA | santa cruz | Pacific | $842,050 | $519 | 1,671 |
WA | king | Pacific | $737,025 | $395 | 2,068 |
OR | washington | Pacific | $509,800 | $228 | 2,288 |
OR | lincoln | Pacific | $422,907 | $226 | 1,876 |
CA | yuba | Pacific | $294,750 | $164 | 1,819 |
CA | san mateo | Pacific | $1,514,744 | $886 | 1,820 |
WA | pierce | Pacific | $365,048 | $178 | 2,148 |
WA | benton | Pacific | $332,300 | $157 | 2,190 |
WA | franklin | Pacific | $297,500 | $153 | 2,039 |
CA | sonoma | Pacific | $791,525 | $458 | 1,723 |
WA | grays harbor | Pacific | $245,050 | $171 | 1,477 |
WA | mason | Pacific | $242,812 | $158 | 1,594 |
AK | anchorage | Pacific | $325,050 | $180 | 1,775 |
CA | sacramento | Pacific | $392,500 | $231 | 1,684 |
OR | benton | Pacific | $450,050 | $205 | 2,215 |
CA | contra costa | Pacific | $629,025 | $386 | 1,871 |
WA | lewis | Pacific | $250,050 | $143 | 1,760 |
OR | multnomah | Pacific | $475,050 | $264 | 1,916 |
OR | deschutes | Pacific | $511,379 | $249 | 2,104 |
CA | san joaquin | Pacific | $380,050 | $203 | 1,891 |
HI | hawaii | Pacific | $477,050 | $324 | 1,520 |
WA | yakima | Pacific | $239,500 | $121 | 1,955 |
CA | kings | Pacific | $265,050 | $149 | 1,808 |
CA | san mateo | Pacific | $1,643,048 | $919 | 1,876 |
WA | clallam | Pacific | $332,000 | $181 | 1,847 |
OR | lincoln | Pacific | $387,050 | $210 | 1,882 |
CA | alameda | Pacific | $842,050 | $535 | 1,550 |
WA | cowlitz | Pacific | $304,500 | $145 | 2,189 |
OR | benton | Pacific | $400,050 | $193 | 2,027 |
WA | clallam | Pacific | $315,050 | $175 | 1,840 |
CA | contra costa | Pacific | $587,050 | $324 | 1,866 |
HI | hawaii | Pacific | $474,050 | $328 | 1,523 |
CA | ventura | Pacific | $698,050 | $368 | 1,903 |
CA | ventura | Pacific | $775,050 | $368 | 2,136 |
HI | honolulu | Pacific | $696,550 | $515 | 1,324 |
WA | clark | Pacific | $458,550 | $207 | 2,258 |
CA | sutter | Pacific | $299,444 | $152 | 1,978 |
OR | washington | Pacific | $499,950 | $233 | 2,171 |
CA | lake | Pacific | $302,500 | $190 | 1,584 |
WA | whitman | Pacific | $204,500 | $104 | 1,982 |
OR | lane | Pacific | $346,550 | $183 | 1,978 |
OR | polk | Pacific | $384,545 | $179 | 2,216 |
HI | honolulu | Pacific | $689,550 | $549 | 1,185 |
CA | napa | Pacific | $899,500 | $463 | 2,047 |
WA | thurston | Pacific | $389,050 | $181 | 2,186 |
OR | deschutes | Pacific | $473,282 | $230 | 2,061 |
OR | multnomah | Pacific | $467,050 | $260 | 1,883 |
CA | san bernardino | Pacific | $371,993 | $216 | 1,806 |
OR | clackamas | Pacific | $549,050 | $215 | 2,611 |
CA | ventura | Pacific | $750,050 | $373 | 2,056 |
CA | el dorado | Pacific | $535,050 | $266 | 2,006 |
AK | matanuska-susitna | Pacific | $284,500 | $156 | 1,881 |
CA | santa barbara | Pacific | $974,550 | $428 | 1,942 |
CA | tehama | Pacific | $332,500 | $177 | 1,755 |
WA | cowlitz | Pacific | $259,500 | $129 | 1,895 |
OR | multnomah | Pacific | $479,050 | $250 | 2,043 |
OR | umatilla | Pacific | $249,436 | $139 | 1,846 |
CA | stanislaus | Pacific | $340,050 | $201 | 1,714 |
WA | kitsap | Pacific | $407,550 | $204 | 2,100 |
WA | walla walla | Pacific | $275,050 | $146 | 2,118 |
CA | monterey | Pacific | $1,097,336 | $555 | 2,119 |
CA | san joaquin | Pacific | $377,550 | $196 | 1,898 |
OR | columbia | Pacific | $354,444 | $170 | 2,090 |
CA | tulare | Pacific | $269,950 | $147 | 1,766 |
CA | lake | Pacific | $269,050 | $170 | 1,558 |
CA | placer | Pacific | $549,950 | $245 | 2,200 |
OR | columbia | Pacific | $349,050 | $186 | 1,951 |
CA | merced | Pacific | $306,100 | $174 | 1,765 |
CA | shasta | Pacific | $318,950 | $181 | 1,748 |
CA | mendocino | Pacific | $645,050 | $309 | 1,560 |
WA | grays harbor | Pacific | $219,950 | $152 | 1,496 |
CA | shasta | Pacific | $323,907 | $187 | 1,813 |
WA | franklin | Pacific | $305,000 | $144 | 2,152 |
WA | thurston | Pacific | $336,550 | $156 | 2,137 |
WA | whitman | Pacific | $263,050 | $127 | 1,836 |
WA | island | Pacific | $480,314 | $250 | 1,988 |
WA | whitman | Pacific | $250,050 | $128 | 1,886 |
CA | san francisco | Pacific | $1,339,550 | $944 | 1,322 |
CA | marin | Pacific | $1,650,050 | $715 | 2,395 |
CA | stanislaus | Pacific | $334,444 | $183 | 1,854 |
CA | napa | Pacific | $1,014,550 | $548 | 2,041 |
OR | benton | Pacific | $524,050 | $210 | 2,296 |
CA | butte | Pacific | $287,845 | $171 | 1,710 |
CA | merced | Pacific | $299,585 | $169 | 1,778 |
CA | alameda | Pacific | $799,050 | $487 | 1,629 |
CA | ventura | Pacific | $754,050 | $383 | 2,030 |
OR | clackamas | Pacific | $519,500 | $223 | 2,400 |
CA | monterey | Pacific | $897,050 | $507 | 1,848 |
WA | grant | Pacific | $243,750 | $127 | 1,840 |
WA | chelan | Pacific | $385,050 | $194 | 1,953 |
CA | san luis obispo | Pacific | $719,050 | $370 | 1,870 |
WA | franklin | Pacific | $299,750 | $145 | 2,110 |
WA | mason | Pacific | $295,000 | $176 | 1,716 |
WA | grays harbor | Pacific | $248,479 | $169 | 1,494 |
CA | yuba | Pacific | $325,050 | $173 | 1,884 |
OR | washington | Pacific | $499,950 | $215 | 2,485 |
CA | sacramento | Pacific | $426,500 | $240 | 1,734 |
OR | deschutes | Pacific | $467,500 | $225 | 2,155 |
CA | santa barbara | Pacific | $1,395,050 | $562 | 2,172 |
CA | solano | Pacific | $458,050 | $268 | 1,689 |
WA | franklin | Pacific | $284,000 | $139 | 2,227 |
CA | santa cruz | Pacific | $938,550 | $566 | 1,685 |
CA | los angeles | Pacific | $675,050 | $422 | 1,700 |
CA | el dorado | Pacific | $560,800 | $247 | 2,239 |
CA | alameda | Pacific | $849,994 | $537 | 1,567 |
WA | mason | Pacific | $340,050 | $192 | 1,764 |
AK | anchorage | Pacific | $345,550 | $181 | 1,824 |
WA | king | Pacific | $649,975 | $323 | 2,180 |
WA | whatcom | Pacific | $450,050 | $237 | 1,884 |
CA | san joaquin | Pacific | $430,050 | $226 | 1,920 |
WA | grays harbor | Pacific | $190,050 | $134 | 1,478 |
OR | washington | Pacific | $491,300 | $216 | 2,414 |
CA | san joaquin | Pacific | $410,193 | $218 | 1,873 |
OR | polk | Pacific | $350,050 | $161 | 2,167 |
WA | clark | Pacific | $450,050 | $201 | 2,262 |
CA | contra costa | Pacific | $622,550 | $364 | 1,920 |
OR | douglas | Pacific | $339,950 | $169 | 1,940 |
CA | monterey | Pacific | $850,000 | $502 | 1,811 |
WA | chelan | Pacific | $419,050 | $231 | 1,877 |
HI | hawaii | Pacific | $514,550 | $344 | 1,535 |
WA | whitman | Pacific | $274,050 | $134 | 1,862 |
OR | clackamas | Pacific | $549,525 | $225 | 2,474 |
AK | fairbanks north star | Pacific | $199,050 | $131 | 1,534 |
WA | grant | Pacific | $245,050 | $130 | 1,818 |
OR | coos | Pacific | $280,045 | $167 | 1,752 |
OR | multnomah | Pacific | $449,050 | $248 | 1,952 |
WA | lewis | Pacific | $253,950 | $143 | 1,760 |
WA | skagit | Pacific | $461,050 | $234 | 1,994 |
OR | lincoln | Pacific | $393,050 | $211 | 1,920 |
OR | deschutes | Pacific | $496,300 | $235 | 2,092 |
CA | humboldt | Pacific | $379,500 | $219 | 1,650 |
CA | tuolumne | Pacific | $319,050 | $183 | 1,768 |
WA | grant | Pacific | $249,950 | $142 | 1,800 |
OR | douglas | Pacific | $310,050 | $168 | 1,855 |
CA | kern | Pacific | $265,050 | $140 | 1,691 |
WA | thurston | Pacific | $349,950 | $166 | 2,131 |
OR | jackson | Pacific | $400,050 | $192 | 2,001 |
WA | yakima | Pacific | $281,046 | $150 | 1,922 |
CA | napa | Pacific | $874,550 | $447 | 2,009 |
OR | lincoln | Pacific | $375,050 | $208 | 1,844 |
OR | polk | Pacific | $365,050 | $188 | 2,000 |
CA | tulare | Pacific | $268,050 | $147 | 1,759 |
CA | el dorado | Pacific | $568,550 | $274 | 2,085 |
CA | santa cruz | Pacific | $900,000 | $520 | 1,848 |
AK | fairbanks north star | Pacific | $224,950 | $137 | 1,608 |
CA | orange | Pacific | $875,050 | $420 | 2,065 |
CA | madera | Pacific | $324,950 | $162 | 1,979 |
WA | king | Pacific | $679,050 | $361 | 2,000 |
WA | clark | Pacific | $459,450 | $211 | 2,260 |
OR | columbia | Pacific | $348,350 | $161 | 2,087 |
WA | chelan | Pacific | $409,500 | $227 | 1,814 |
CA | tuolumne | Pacific | $317,500 | $184 | 1,777 |
OR | linn | Pacific | $283,950 | $156 | 1,809 |
WA | kitsap | Pacific | $375,050 | $188 | 2,073 |
CA | butte | Pacific | $356,433 | $217 | 1,696 |
WA | chelan | Pacific | $450,050 | $229 | 1,940 |
CA | tehama | Pacific | $297,050 | $161 | 1,800 |
WA | clark | Pacific | $449,993 | $205 | 2,233 |
WA | yakima | Pacific | $289,950 | $144 | 1,936 |
CA | santa clara | Pacific | $915,025 | $554 | 1,764 |
OR | deschutes | Pacific | $449,050 | $221 | 2,052 |
CA | merced | Pacific | $289,374 | $163 | 1,760 |
WA | chelan | Pacific | $447,050 | $209 | 1,964 |
OR | washington | Pacific | $484,550 | $214 | 2,360 |
CA | stanislaus | Pacific | $359,950 | $198 | 1,866 |
OR | washington | Pacific | $498,991 | $231 | 2,182 |
CA | humboldt | Pacific | $374,300 | $229 | 1,530 |
OR | multnomah | Pacific | $462,479 | $258 | 1,869 |
CA | madera | Pacific | $325,050 | $165 | 1,999 |
OR | umatilla | Pacific | $199,050 | $120 | 1,800 |
CA | placer | Pacific | $569,697 | $252 | 2,283 |
CA | los angeles | Pacific | $697,050 | $419 | 1,790 |
CA | san mateo | Pacific | $1,390,050 | $798 | 1,750 |
AK | anchorage | Pacific | $339,050 | $180 | 1,788 |
CA | orange | Pacific | $885,000 | $420 | 2,108 |
OR | linn | Pacific | $309,950 | $163 | 1,904 |
CA | san luis obispo | Pacific | $699,050 | $369 | 1,867 |
WA | chelan | Pacific | $445,050 | $230 | 1,941 |
WA | king | Pacific | $699,525 | $382 | 1,990 |
OR | linn | Pacific | $339,950 | $187 | 1,840 |
AK | matanuska-susitna | Pacific | $299,050 | $162 | 1,876 |
CA | sonoma | Pacific | $779,050 | $446 | 1,736 |
WA | clallam | Pacific | $391,025 | $199 | 1,990 |
CA | napa | Pacific | $979,050 | $560 | 1,986 |
AK | anchorage | Pacific | $342,500 | $182 | 1,849 |
OR | multnomah | Pacific | $460,575 | $269 | 1,819 |
CA | solano | Pacific | $460,000 | $268 | 1,742 |
CA | butte | Pacific | $329,050 | $192 | 1,706 |
CA | sonoma | Pacific | $783,050 | $425 | 1,840 |
CA | placer | Pacific | $580,049 | $262 | 2,262 |
CA | san mateo | Pacific | $1,388,050 | $783 | 1,780 |
HI | hawaii | Pacific | $440,479 | $302 | 1,515 |
WA | king | Pacific | $709,550 | $362 | 2,132 |
OR | coos | Pacific | $294,550 | $165 | 1,830 |
CA | santa barbara | Pacific | $1,125,050 | $484 | 2,049 |
AK | matanuska-susitna | Pacific | $271,550 | $153 | 1,792 |
OR | deschutes | Pacific | $494,050 | $234 | 2,074 |
OR | klamath | Pacific | $199,550 | $122 | 1,615 |
WA | walla walla | Pacific | $384,550 | $170 | 2,376 |
CA | riverside | Pacific | $444,000 | $214 | 2,142 |
WA | kitsap | Pacific | $482,550 | $216 | 2,269 |
WA | clallam | Pacific | $399,050 | $200 | 2,022 |
CA | sonoma | Pacific | $714,050 | $418 | 1,694 |
CA | san diego | Pacific | $649,500 | $344 | 1,918 |
OR | jackson | Pacific | $400,050 | $207 | 1,863 |
CA | lake | Pacific | $323,050 | $194 | 1,586 |
CA | los angeles | Pacific | $699,000 | $414 | 1,787 |
CA | san diego | Pacific | $699,050 | $385 | 1,860 |
WA | whatcom | Pacific | $398,950 | $212 | 1,883 |
OR | klamath | Pacific | $225,050 | $126 | 1,736 |
OR | josephine | Pacific | $376,800 | $196 | 1,892 |
CA | sutter | Pacific | $339,050 | $175 | 1,968 |
OR | lane | Pacific | $360,000 | $180 | 1,980 |
CA | imperial | Pacific | $257,050 | $144 | 1,726 |
WA | chelan | Pacific | $479,050 | $231 | 1,945 |
CA | imperial | Pacific | $269,500 | $147 | 1,773 |
CA | mendocino | Pacific | $644,950 | $293 | 1,560 |
OR | coos | Pacific | $259,550 | $150 | 1,826 |
WA | cowlitz | Pacific | $294,550 | $153 | 2,021 |
CA | tuolumne | Pacific | $329,050 | $187 | 1,776 |
WA | grays harbor | Pacific | $247,050 | $166 | 1,510 |
AK | matanuska-susitna | Pacific | $295,550 | $161 | 1,860 |
WA | mason | Pacific | $238,700 | $156 | 1,643 |
CA | fresno | Pacific | $327,600 | $174 | 1,868 |
WA | king | Pacific | $742,550 | $368 | 2,208 |
CA | sacramento | Pacific | $379,550 | $220 | 1,667 |
CA | kern | Pacific | $250,025 | $134 | 1,673 |
OR | deschutes | Pacific | $425,045 | $211 | 2,048 |
CA | sacramento | Pacific | $429,950 | $239 | 1,749 |
CA | el dorado | Pacific | $599,050 | $247 | 2,368 |
WA | clallam | Pacific | $312,550 | $167 | 1,854 |
CA | el dorado | Pacific | $604,500 | $246 | 2,318 |
WA | benton | Pacific | $335,050 | $149 | 2,207 |
CA | solano | Pacific | $449,050 | $248 | 1,840 |
CA | yolo | Pacific | $528,550 | $282 | 1,889 |
WA | clallam | Pacific | $428,121 | $212 | 2,012 |
CA | humboldt | Pacific | $378,407 | $232 | 1,556 |
CA | tehama | Pacific | $289,500 | $159 | 1,792 |
HI | kauai | Pacific | $986,050 | $604 | 1,646 |
CA | san luis obispo | Pacific | $759,050 | $370 | 1,986 |
WA | benton | Pacific | $310,050 | $142 | 2,206 |
HI | honolulu | Pacific | $699,050 | $540 | 1,217 |
AK | fairbanks north star | Pacific | $205,000 | $133 | 1,540 |
CA | san bernardino | Pacific | $319,050 | $174 | 1,728 |
CA | sacramento | Pacific | $407,500 | $235 | 1,685 |
OR | linn | Pacific | $347,500 | $184 | 1,839 |
OR | benton | Pacific | $469,050 | $218 | 2,094 |
OR | linn | Pacific | $349,500 | $178 | 1,865 |
HI | honolulu | Pacific | $734,050 | $523 | 1,322 |
WA | grant | Pacific | $261,550 | $142 | 1,811 |
WA | grays harbor | Pacific | $223,300 | $151 | 1,491 |
CA | tuolumne | Pacific | $325,050 | $185 | 1,744 |
WA | lewis | Pacific | $300,000 | $160 | 1,838 |
CA | tehama | Pacific | $279,950 | $160 | 1,799 |
WA | skagit | Pacific | $445,000 | $231 | 1,923 |
CA | napa | Pacific | $933,550 | $510 | 1,988 |
CA | tulare | Pacific | $269,050 | $147 | 1,768 |
OR | josephine | Pacific | $350,050 | $194 | 1,774 |
CA | kings | Pacific | $270,050 | $150 | 1,754 |
HI | kauai | Pacific | $1,090,050 | $645 | 1,687 |
OR | clackamas | Pacific | $539,550 | $229 | 2,413 |
CA | yolo | Pacific | $498,050 | $260 | 1,980 |
WA | king | Pacific | $692,494 | $331 | 2,208 |
OR | yamhill | Pacific | $450,000 | $205 | 2,324 |
CA | santa clara | Pacific | $997,525 | $602 | 1,763 |
CA | san luis obispo | Pacific | $759,050 | $370 | 1,998 |
WA | mason | Pacific | $240,050 | $152 | 1,572 |
CA | yolo | Pacific | $512,550 | $274 | 1,809 |
CA | kings | Pacific | $239,550 | $137 | 1,672 |
CA | san diego | Pacific | $699,994 | $381 | 1,916 |
AK | fairbanks north star | Pacific | $199,500 | $132 | 1,545 |
CA | humboldt | Pacific | $384,050 | $232 | 1,588 |
HI | hawaii | Pacific | $475,000 | $342 | 1,541 |
CA | imperial | Pacific | $263,050 | $139 | 1,811 |
CA | mendocino | Pacific | $627,500 | $300 | 1,552 |
CA | tuolumne | Pacific | $350,050 | $199 | 1,862 |
CA | fresno | Pacific | $330,000 | $174 | 1,893 |
CA | san mateo | Pacific | $1,588,550 | $899 | 1,894 |
WA | snohomish | Pacific | $457,045 | $228 | 2,046 |
WA | mason | Pacific | $296,050 | $167 | 1,796 |
CA | yuba | Pacific | $339,050 | $177 | 1,870 |
CA | san francisco | Pacific | $1,287,550 | $961 | 1,216 |
OR | lane | Pacific | $382,550 | $206 | 1,872 |
WA | whitman | Pacific | $310,000 | $142 | 2,194 |
OR | umatilla | Pacific | $193,575 | $119 | 1,712 |
OR | polk | Pacific | $331,545 | $159 | 2,040 |
CA | kern | Pacific | $256,000 | $137 | 1,648 |
CA | monterey | Pacific | $900,049 | $477 | 2,000 |
OR | clackamas |
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