Applied Data Analytics Worksheet

Home Mortgage Loan Applications
Project
Background
The Home Mortgage Disclosure Act (HMDA) requires many financial institutions to maintain,
report, and publicly disclose loan-level information about mortgages. These data help show
whether lenders are serving the housing needs of their communities, give public officials
information that helps them make decisions and policies, and shed light on lending patterns
that could be discriminatory. The public data are modified to protect applicant and borrower
privacy.
Each year, millions of people apply for mortgages. Using HMDA data, we can learn what
happened to the vast majority of those applications and determine if there is any bias, whether
conscious or not, towards minority applicants. If our analysis turns out to uncover that there is
bias against lending to minority borrowers, then that suggests that mortgages are being denied
to worthy applicants based on the color of their skin or ethnic background.
In this project, weÃ¢â‚¬â„¢re going to examine whether this is indeed the case.
HMDA Data
HMDA data is provided by the Department of Housing and Urban Development. The HMDA data
has a very rich amount of information regarding the approval or denial of a home loan. There are
many fields in the dataset, but the most important fields to know for this project are the
following:
Ã¢â€”Â respondent_id: The unique identifier for the application.
Ã¢â€”Â loan_amount_000s: The loan amount, in thousands, that the applicant has requested
from the lender.
Ã¢â€”Â action_taken_name: Describes, in words, the different kinds of outcomes for the loan,
e.g., approved, denied, etc. See more details in the flowchart below.
Ã¢â€”Â action_taken: Numeric code for the end result of the loan application.
Ã¢â€”Â applicant_ethnicity_name: Describes whether an applicant is of Hispanic origin or
Non-Hispanic origin. Some applicants do not fill in this information.
Ã¢â€”Â applicant_race_name_1: Describes the race of the applicant, if provided. Categories are
White, Black or African American, Asian, American Indian or Alaskan Native, Native
Hawaiian or other Pacific Islander.
Ã¢â€”Â applicant_sex_name: Describes the sex of the candidate, if provided.
Ã¢â€”Â applicant_income_000s: The income, in thousands, of the loan applicant.
Ã¢â€”Â hud_median_family_income_000s: The median income for the metropolitan area where
the applicant resides.
Disclaimer: The original HMDA dataset for 2017 has ~15M entries and is 11GB in size. The
dataset provided has been reduced in size to fit in Excel. All of the values in the original dataset
have not been modified. The HMDA data is a great example of a project that would take a team of
analysts and data visualizers several months of work to build models, extract insights, build
graphs, etc. What we have done here is only scratching the surface of what can be done with the
data.
Home Buyer Journey
The jargon used in the mortgage industry can be difficult to grasp for newcomers. In order to
understand the analysis you will be performing, it will be useful to have a general overview of the
context for the data. In this case, letÃ¢â‚¬â„¢s overview the process of a prospective home buyer and the
journey towards purchasing a home. This will help you understand key components and
terminology of the dataset that we will want to focus on.
Shaina, a first time home buyer, wants to buy a home but doesnÃ¢â‚¬â„¢t have the money to pay for it all
in cash, so she applies for a loan at her bank. She tells the bank about her finances, the house
she wants to buy, and other information the bank needs to make a decision about whether or
not to lend to her, and the terms of the loan. The bank reviews her application, decides that she
meets their criteria, and she gets approved. Once all the papers are signed, Shaina accepts the
loanÃ¢â‚¬Â¦ or in mortgage-speak, the loan has Ã¢â‚¬Å“originatedÃ¢â‚¬Â or been Ã¢â‚¬Å“purchased.Ã¢â‚¬Â
All told, between starting an application and the loan originating, there are multiple hurdles to
overcome. Take a look at the following process chart.
The numbers in the circles correspond to the action_taken feature in the data set. Of particular
interest are the four numbers at the right half of the image. All of these follow the Ã¢â‚¬Å“preapproval
request approvedÃ¢â‚¬Â step of the loan process. When we see a Ã¢â‚¬Å“3Ã¢â‚¬Â, this indicates that the
application was ultimately denied. On the other hand, when we see a Ã¢â‚¬Å“1Ã¢â‚¬Â, Ã¢â‚¬Å“2Ã¢â‚¬Â, or Ã¢â‚¬Å“6Ã¢â‚¬Â, this
indicates that the application was approved.
It might end up that the applicant does not end up taking the loan (code 2), but grouping those
multiple outcomes together will give us insight into the core questions regarding bias in
application rates across race and ethnicity.
All the remaining action code numbers represent incomplete applications or failed pre-approval
requests. For these applications, we can not evaluate if the applicant would have been approved
and will be removed from our bias analysis.
Part 1 – Exploratory Data Analysis
Before we can run a statistical test for bias in our data, we should explore it and understand its
basic properties. We can use this analysis to inform our expectations for what the outcome of
our tests should look like as well as identify parts of the dataset we may need to clean or
change into more useful forms.
Task 1
As discussed in the intro above, Ã¢â‚¬Å“loan originationÃ¢â‚¬Â isnÃ¢â‚¬â„¢t the only code used in the data to signify
that a loan has been approved. In the data, there are several Ã¢â‚¬Å“actionÃ¢â‚¬Â types. Some applicants
may have been approved but ultimately did not purchase a home and others were denied at
different stages of the loan process.
Use XLOOKUP with the ActionReference table (at the far right on the HMDA_Data sheet) to fill in
the column called “approval_status_name” that returns:
Ã¢â€”Â
Ã¢â€”Â
Ã¢â‚¬Å“ApprovedÃ¢â‚¬Â when “action_taken” = 1, 2, or 6 (i.e., the loan was approved)
Ã¢â‚¬Å“DeniedÃ¢â‚¬Â when “action_taken” = 3 (i.e., the loan was denied)
Note that there are other possible outcomes that fall earlier in the loan process, but they have
already been cleaned from the data through prior data cleaning steps.
Task 2
With the newly re-encoded application outcomes, we should first take a general survey of the
overall loan approval rate.
a) What percentage of the loans were approved?
b) What percentage of the loans were denied?
Task 3
We can now compare the loan approval rates by different subgroups to see if there are any
differences between them. We donÃ¢â‚¬â„¢t want to run a statistical test quite yet: this is still part of
exploration of and learning about the data.
a) Use a PivotTable to perform a breakdown of loan approval and denial by race. Make sure
to format the values so they are displayed as a percentage within each race.
b) Which races fall below the overall average approval rate from part 2a?
c) Is there evidence in the data to suggest that there are certain races that are facing
negative bias? If so, which ones?
d) Create a 100% stacked bar chart that depicts the loan approval rates by race.
Ã¢â€”â€¹
Make sure to perform some formatting so your chart tells a clear story. For
example, in which order should the bars be displayed?
Part 2 – Bias Analysis
There are a number of different directions we could go with the data, but itÃ¢â‚¬â„¢s a good idea to stay
focused. In this analysis, the main thing we want to check is whether Black Americans are being
biased against by lenders at a statistically significant level.
One thing to note is that there are many more White Americans in the upper socioeconomic
status class than there are Black Americans. In order to compensate for this we need to level
the playing field and determine if in each of three income classes (lower, middle, and upper)
there are signs of bias. This is normally what is being done when you read headlines like Ã¢â‚¬Å“Black
Americans are disproportionately affected by lenders after accounting for income levelÃ¢â‚¬Â. If we
donÃ¢â‚¬â„¢t account for income levels, we wonÃ¢â‚¬â„¢t be making an Ã¢â‚¬Å“apples to applesÃ¢â‚¬Â comparison.
Task 4
First, letÃ¢â‚¬â„¢s do some general data exploration and look at the distribution of applicant incomes.
a) Create a histogram of income distributions (using applicant_income_000s). Anyone
making over $500k should be included in the Ã¢â‚¬Å“overflow binÃ¢â‚¬Â. Change the bin width to
$25k. Remember, the data is already in thousands so a value of 75 means the applicant
makes $75k per year.
Ã¢â€”â€¹
Make sure to use an appropriate title for your chart!
b) Briefly describe the distribution of applicant incomes. Is it symmetric or skewed? How
many modes (peaks) are there and where are they located?
Task 5
According to the Pew Research Center, the range for middle class income (in 2017, the year our
HMDA data is from) is classified as a family making between $40,000 and $122,000. Thus a
family making under $40,000 is considered lower class and anyone above $122,000 is
considered upper class. LetÃ¢â‚¬â„¢s use this definition to split up the data into income groups.
a) Fill in the Ã¢â‚¬Å“income_class_nameÃ¢â‚¬Â column at the end of the HMDA_Data table that returns:
Ã¢â€”â€¹
Ã¢â€”â€¹
Ã¢â€”â€¹
Ã¢â‚¬Å“lowerÃ¢â‚¬Â if the applicant income is less than 40 (remember, the applicant income
column is in thousands),
Ã¢â‚¬Å“middleÃ¢â‚¬Â if less than 122, and
Ã¢â‚¬Å“upperÃ¢â‚¬Â otherwise.
b) What is the breakdown of loan approval versus race when we break down the race
feature by income class? Use a PivotTable to perform this analysis, and use a filter on
the applicantÃ¢â‚¬â„¢s race to compare only Ã¢â‚¬Å“Black or African AmericanÃ¢â‚¬Â and Ã¢â‚¬Å“WhiteÃ¢â‚¬Â applicants.
c) Does the pattern you first observed in Task 3 still hold when breaking things down by
income level? Be specific in your explanation.
Task 6
Now we can compare the loan applications of African Americans to White Non-Hispanic
Americans using a statistical test. LetÃ¢â‚¬â„¢s focus on just the middle-income bracket applications,
since that is where we have the most data available. This data has already been pulled out of
the data table, into columns A and B of the Bias Analysis sheet of the workbook.
a) WeÃ¢â‚¬â„¢re interested in seeing if there is a bias against Black or African American loan
applications. State the null and alternative hypotheses for the statistical test. Remember
to use words like Ã¢â‚¬Å“greater thanÃ¢â‚¬Â, Ã¢â‚¬Å“less thanÃ¢â‚¬Â, or Ã¢â‚¬Å“equal toÃ¢â‚¬Â.
b) Use the Data Analysis Toolpak to evaluate the statistical test on the Bias Analysis
worksheet. Perform a two-sample t-test assuming unequal variances between groups to
compare the loan approval rates for our two groups.
c) From the output of the statistical test, is there evidence at the 95% confidence interval
that middle-class African Americans are approved or denied loans differently than their
White Non-Hispanic counterparts? Why or Why not?
Project: Home Mortgage Loan Applications
This sheet provides a general guide through the steps required to complete the analysis of the home mortgage loan
data. However, make sure to refer to the separate instructions document for important context and other information.
All of your answers should be typed or pasted into the yellow boxes.
Unlike SkillBuilders, there are no gray answer boxes, nor conditional formatting to change from pink to green to
indicate a correct answer.
For additional support in understanding the questions and how to approach the analysis tasks, be sure to reach out to
the teaching team through ChatBot!
This Project uses data regarding home mortgage loan applications in the US from 2017. The dataset contains
demographic information about each applicant, and ultimately whether or not their applications were approved or
denied. The data provided in the HDMA_Data table you will be working with for this Project is just a small sample of
the full data file.
Part 1: Prepare the Data
1
2a
2b
3a
Use XLOOKUP along with the ActionReference table located to the right of the HDMA_Data table to create
a column named “approval_status_name” that returns:
– “Approved” if the loan was approved (i.e. “action_taken” = 1, 2, or 6)
– “Denied” if the loan was denied (i.e. “action_taken” = 3)
(All other action_taken values have been pre-cleaned from the dataset.)
What percentage of all loans were approved?
What percentage of all loans were denied?
Use a PivotTable to perform a breakdown of loan approval and denial by race. Make sure that values are
displayed as a percentage within each race.
Which races have a below-average application approval rate?
3b
Is there evidence in the data to suggest that there are certain races that are facing negative bias? If so,
which ones?
3c
Below, insert a 100% stacked bar chart of loan approval rates by race.
3d
Part 2: Bias Analysis
Below, insert a histogram of applicant incomes (applicant_income_000). Set an overflow bin at $500k and
set the bin width to $25k.
Note that the applicant income values are already in terms of thousands.
4a
Briefly describe the distribution of applicant incomes.
4b
5a
In the HDMA_Data table, create a column named “income_class_name” that divides applicants into three
groups:
– “lower” if their income is less than $40k,
– “middle” if their income is between $40k and $122k, and
– “upper” if their income is greater than $122k.
5b
Use a PivotTable to perform a breakdown of loan approval and denial by race and income class. Include a
filter so we are only comparing “Black or African American” and “White” applicants. Make sure that values
are displayed as a percentage within each subgroup.
Does the pattern observed in Task 3 still hold when we split applicants out by income level? Be specific.
5c
Application outcomes for middle-income applicants have been pre-copied from the expected HDMA_Data table into
columns A and B of the Bias Analysis worksheet. Use the worksheet to complete the following questions.
In words, state the null hypothesis for the statistical test.
6a
6a
6b
In words, state the alternative hypothesis for the statistical test.
On the Bias Analysis worksheet, use the Data Analysis ToolPak to run a two-sample t-test assuming unequal
variances on the approval status data.
Remember that we want our ‘test’ group set as Variable1.
From the output of the test, do we have evidence at a 95% confidence level that middle-class African
Americans are disproportionately denied loans compared to White Non-Hispanics? Why or why not?
6c
s
sis of the home mortgage loan
t context and other information.
boxes.
change from pink to green to
sis tasks, be sure to reach out to
2017. The dataset contains
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Project is just a small sample of
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Place the PivotTable for Task 3a below.
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3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
4 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
4 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
451965 Consumer Financial
Conventional
Protection Bureau
852218 Consumer Financial
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146672 Consumer Financial
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613307 Consumer Financial
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311845 Consumer Financial
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3303298 Consumer Financial
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146672 Consumer Financial
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451965 Consumer Financial
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852218 Consumer Financial
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617677 Consumer Financial
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480228 Consumer Financial
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852320 Consumer Financial
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480228 Consumer Financial
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504713 Consumer Financial
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3303298 Consumer Financial
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451965 Consumer Financial
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852218 Consumer Financial
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940311 Consumer Financial
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723112 Consumer Financial
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501105 Consumer Financial
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852218 Consumer Financial
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233031 Consumer Financial
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852218 Consumer Financial
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480228 Consumer Financial
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480228 Consumer Financial
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451965 Consumer Financial
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2590037 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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852218 Consumer Financial
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451965 Consumer Financial
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2712969 Consumer Financial
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697633 Consumer Financial
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852218 Consumer Financial
Conventional
Protection Bureau
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
451965 Consumer Financial
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463735 Consumer Financial
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852218 Consumer Financial
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722777 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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233031 Consumer Financial
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852320 Consumer Financial
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451965 Consumer Financial
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504713 Consumer Financial
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480228 Consumer Financial
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617677 Consumer Financial
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4114567 Consumer Financial
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617677 Consumer Financial
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339858 Consumer Financial
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852218 Consumer Financial
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480228 Consumer Financial
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480228 Consumer Financial
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817824 Consumer Financial
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852218 Consumer Financial
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852218 Consumer Financial
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451965 Consumer Financial
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852218 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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12311 Consumer Financial
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451965 Consumer Financial
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504713 Consumer Financial
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852218 Consumer Financial
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480228 Consumer Financial
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Protection Bureau
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 Manufactured housing
1 Manufactured housing
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 Manufactured housing
2 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 Manufactured housing
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 Multifamily dwelling
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
497404 Consumer Financial
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852218 Consumer Financial
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451965 Consumer Financial
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852218 Consumer Financial
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463735 Consumer Financial
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451965 Consumer Financial
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972590 Consumer Financial
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852218 Consumer Financial
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852218 Consumer Financial
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2712969 Consumer Financial
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451965 Consumer Financial
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675332 Consumer Financial
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917742 Consumer Financial
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451965 Consumer Financial
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480228 Consumer Financial
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504713 Consumer Financial
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675332 Consumer Financial
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852218 Consumer Financial
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476810 Consumer Financial
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2712969 Consumer Financial
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233031 Consumer Financial
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546571 Consumer Financial
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451965 Consumer Financial
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233031 Consumer Financial
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852218 Consumer Financial
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476810 Consumer Financial
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107244 Consumer Financial
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146672 Consumer Financial
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617677 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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852218 Consumer Financial
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451965 Consumer Financial
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504713 Consumer Financial
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501105 Consumer Financial
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2618780 Consumer Financial
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451965 Consumer Financial
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4186591 Consumer Financial
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2735146 Consumer Financial
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451965 Consumer Financial
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75633 Consumer Financial
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1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 Manufactured housing
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3303298 Consumer Financial
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451965 Consumer Financial
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694904 Consumer Financial
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504713 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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617677 Consumer Financial
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617677 Consumer Financial
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146672 Consumer Financial
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266271 Consumer Financial
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723112 Consumer Financial
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852218 Consumer Financial
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852218 Consumer Financial
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915878 Consumer Financial
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480228 Consumer Financial
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504713 Consumer Financial
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675332 Consumer Financial
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852218 Consumer Financial
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852218 Consumer Financial
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451965 Consumer Financial
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675332 Consumer Financial
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480228 Consumer Financial
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451965 Consumer Financial
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146672 Consumer Financial
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451965 Consumer Financial
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3303298 Consumer Financial
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606046 Consumer Financial
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504713 Consumer Financial
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504713 Consumer Financial
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852218 Consumer Financial
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451965 Consumer Financial
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143662 Consumer Financial
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451965 Consumer Financial
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852218 Consumer Financial
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480228 Consumer Financial
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451965 Consumer Financial
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817824 Consumer Financial
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451965 Consumer Financial
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656733 Consumer Financial
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1189117 Consumer Financial
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451965 Consumer Financial
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852218 Consumer Financial
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504713 Consumer Financial
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619877 Consumer Financial
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311845 Consumer Financial
Conventional
Protection Bureau
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 Manufactured housing
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
451965 Consumer Financial
Conventional
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451965 Consumer Financial
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619877 Consumer Financial
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311845 Consumer Financial
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852218 Consumer Financial
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804963 Consumer Financial
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504713 Consumer Financial
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675332 Consumer Financial
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675332 Consumer Financial
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311845 Consumer Financial
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617677 Consumer Financial
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3918898 Consumer Financial
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1842065 Consumer Financial
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451965 Consumer Financial
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542649 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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617677 Consumer Financial
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480228 Consumer Financial
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3303298 Consumer Financial
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146672 Consumer Financial
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451965 Consumer Financial
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504713 Consumer Financial
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917742 Consumer Financial
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504713 Consumer Financial
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817824 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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617677 Consumer Financial
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617677 Consumer Financial
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451965 Consumer Financial
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675332 Consumer Financial
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617677 Consumer Financial
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451965 Consumer Financial
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342634 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
VA-guaranteed
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1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 Manufactured housing
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
451965 Consumer Financial
Conventional
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451965 Consumer Financial
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940311 Consumer Financial
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146672 Consumer Financial
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617677 Consumer Financial
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800657 Consumer Financial
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451965 Consumer Financial
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112837 Consumer Financial
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146672 Consumer Financial
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451965 Consumer Financial
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2590037 Consumer Financial
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451965 Consumer Financial
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12311 Consumer Financial
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940311 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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480228 Consumer Financial
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1007846 Consumer Financial
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2712969 Consumer Financial
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542649 Consumer Financial
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146672 Consumer Financial
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852218 Consumer Financial
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451965 Consumer Financial
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617677 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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619877 Consumer Financial
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451965 Consumer Financial
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112837 Consumer Financial
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12311 Consumer Financial
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852218 Consumer Financial
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804963 Consumer Financial
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212465 Consumer Financial
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54-0259290
Consumer Financial
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451965 Consumer Financial
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480228 Consumer Financial
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2925666 Consumer Financial
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451965 Consumer Financial
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542649 Consumer Financial
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451965 Consumer Financial
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1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
4 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 Manufactured housing
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
915878 Consumer Financial
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451965 Consumer Financial
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54-0259290
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451965 Consumer Financial
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1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
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3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
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1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
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1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
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1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
510871 Consumer Financial
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480228 Consumer Financial
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619877 Consumer Financial
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379920 Consumer Financial
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1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
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1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
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451965 Consumer Financial
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2618780 Consumer Financial
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606046 Consumer Financial
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146672 Consumer Financial
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54-0259290
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146672 Consumer Financial
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451965 Consumer Financial
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675332 Consumer Financial
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146672 Consumer Financial
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233031 Consumer Financial
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451965 Consumer Financial
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1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 Manufactured housing
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1189117 Consumer Financial
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595869 Consumer Financial
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852218 Consumer Financial
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480228 Consumer Financial
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12311 Consumer Financial
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915878 Consumer Financial
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146672 Consumer Financial
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451965 Consumer Financial
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476810 Consumer Financial
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451965 Consumer Financial
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542649 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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3150447 Consumer Financial
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817824 Consumer Financial
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664756 Consumer Financial
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1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 Manufactured housing
2 One-to-four family dwelling (other than manufactured
4 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 Manufactured housing
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
451965 Consumer Financial
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617677 Consumer Financial
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852218 Consumer Financial
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451965 Consumer Financial
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54-0259290
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451965 Consumer Financial
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339858 Consumer Financial
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2735146 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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480228 Consumer Financial
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2590037 Consumer Financial
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1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
4 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
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1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
451965 Consumer Financial
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504713 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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112837 Consumer Financial
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112837 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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146672 Consumer Financial
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146672 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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451965 Consumer Financial
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656377 Consumer Financial
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2590037 Consumer Financial
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146672 Consumer Financial
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480228 Consumer Financial
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451965 Consumer Financial
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617677 Consumer Financial
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497404 Consumer Financial
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339858 Consumer Financial
FHA-insured
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
480228 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
FHA-insured
Protection Bureau
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
451965 Consumer Financial
Conventional
Protection Bureau
852218 Consumer Financial
Conventional
Protection Bureau
852218 Consumer Financial
Conventional
Protection Bureau
112837 Consumer Financial
FHA-insured
Protection Bureau
808176 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
852218 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
852218 Consumer Financial
Conventional
Protection Bureau
617677 Consumer Financial
VA-guaranteed
Protection Bureau
1007846 Consumer Financial
Conventional
Protection Bureau
480228 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
VA-guaranteed
Protection Bureau
917742 Consumer Financial
Conventional
Protection Bureau
480228 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
852218 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
504713 Consumer Financial
Conventional
Protection Bureau
504713 Consumer Financial
Conventional
Protection Bureau
817824 Consumer Financial
Conventional
Protection Bureau
852218 Consumer Financial
Conventional
Protection Bureau
504713 Consumer Financial
Conventional
Protection Bureau
619877 Consumer Financial
VA-guaranteed
Protection Bureau
852218 Consumer Financial
Conventional
Protection Bureau
601050 Consumer Financial
Conventional
Protection Bureau
3303298 Consumer Financial
Conventional
Protection Bureau
617677 Consumer Financial
VA-guaranteed
Protection Bureau
617677 Consumer Financial
Conventional
Protection Bureau
917742 Consumer Financial
Conventional
Protection Bureau
504713 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
146672 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
208244 Consumer Financial
Conventional
Protection Bureau
233031 Consumer Financial
Conventional
Protection Bureau
1189117 Consumer Financial
Conventional
Protection Bureau
146672 Consumer Financial
Conventional
Protection Bureau
208244 Consumer Financial
Conventional
Protection Bureau
75633 Consumer Financial
Conventional
Protection Bureau
546571 Consumer Financial
Conventional
Protection Bureau
146672 Consumer Financial
FHA-insured
Protection Bureau
808176 Consumer Financial
Conventional
Protection Bureau
311845 Consumer Financial
Conventional
Protection Bureau
619877 Consumer Financial
VA-guaranteed
Protection Bureau
852218 Consumer Financial
Conventional
Protection Bureau
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
2 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
3 One-to-four family dwelling (other than manufactured
1 One-to-four family dwelling (other than manufactured
112837 Consumer Financial
Conventional
Protection Bureau
75633 Consumer Financial
Conventional
Protection Bureau
804963 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
1189117 Consumer Financial
Conventional
Protection Bureau
146672 Consumer Financial
FSA/RHS-guaranteed
Protection Bureau
915878 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
233031 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
480228 Consumer Financial
Conventional
Protection Bureau
675332 Consumer Financial
Conventional
Protection Bureau
619877 Consumer Financial
VA-guaranteed
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
12311 Consumer Financial
Conventional
Protection Bureau
451965 Consumer Financial
Conventional
Protection Bureau
4186591 Consumer Financial
Conventional
Protection Bureau
852320 Consumer Financial
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