arrow-left
Only this pageAll pages
gitbookPowered by GitBook
1 of 58

Market View

Loading...

Trends

Loading...

Loading...

Loading...

Comparisons

Loading...

Loading...

Loading...

Loading...

Loading...

Data

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Tutorials

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Videos

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Info

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

Loading...

AI Analysis

Market View Comparisons offer the option to have AI analyze your data and provide insights and summaries. Read below to find out how this works.

Comparisons automatically generates a group of similar schools to yours nationwide, as well as local peers.

You’ll see charts and graphs comparing your trends across a variety of financial aid topics, like aid awards and tuition. Market View uses your DASL data to to generate insights and comparisons.

You can toggle on the AI option, which will generate summaries and insights based on your data benchmarked against these peer groups.

AI Use & Sustainability

AI computing power can be resource-intensive. Read how Market View approaches sustainability and AI tech.

Market View's Comparisons AI feature uses AI technology. AI technology has come under scrutiny because of the massive computing power it requires to run.

Each day, Market View uses less AI computing power than an average user talking to ChatGPT. We are intentionally making our footprint as small as possible.

Market View sends a school's data to OpenAI for summary and insights once. If the data changes, we send it again to OpenAI for updates. This process is extremely efficient and narrowly scoped.

Even though our footprint is small, we take our water and energy use seriously. As educators, it's our responsibility to steward the planet for future generations.

Market View offsets the emissions generated by our AI use. We know that carbon offsets have their limitations, but it is important to mitigate our energy use until our tech is fully renewably powered. We purchase our carbon offsets from Native Ecoarrow-up-right.

NAIS uses OpenAI for our AI features. Microsoft Azure runs the servers powering OpenAI, and Azure is supposed to be on 100% renewable energy in 2025.

Get started with Market View

Welcome to Market View's documentation site! Here you'll find tips and tricks on how to use Market View to supercharge your enrollment strategy.

hashtag
Logging in

Market View is a free benefit provided to member schools and premium subscribers. If you work for an organization that falls under either category, great! You have access to Market View. You can log in by visiting .

If you are interested in joining NAIS to get access to Market View, check out a or contact our .

Trends page

The Market View Trends page is a tool which provides powerful data to give you actionable metrics and predictions.

circle-info

Read more about Azure's sustainability goals here. arrow-up-right

Comparison Cohorts

The Market View Comparisons report compares your school to two groups. Learn more about how this works.

Schools can be grouped into two important types of groups: "peers" and "neighbors."

  • Nationwide schools like me groups are made by looking at schools that are similar in certain ways, like the type of school, the number of students, the grades they offer, and the income of the nearby area. Schools that are alike in these ways get grouped together into a certain number of peer groups. We use machine learning and k-means cluster algorithms to group like schools together.

  • Local neighbor groups are made up of schools that are close to each other and offer similar grades. Each school has its own group of nearby neighbors.

When we want to compare schools, we look at different statistics or numbers (like enrollment, tuition, or financial aid). These statistics can be calculated for individual schools or for the whole group of schools in a peer or neighbor group.

A comparison is when we take one of these statistics and look at how it changes over time for a school and its peer and neighbor groups. For example, we might compare how a school’s enrollment has changed over the past few years with its peers and neighbors. The comparison also comes with a title and a short summary that explains what we’re looking at.

Sometimes, the data for a school or group might be missing. This can happen if the school didn’t provide the needed information, or if there aren’t enough similar schools to create a good comparison.

Schools, groups, and their comparisons all depend on data that gets updated regularly. When new data is added or old data is changed, the statistics and comparisons are recalculated to keep everything up to date.

All good? Let's explore some of the main Market View features and concepts, starting with Trends.
NAISarrow-up-right
https://marketview.nais.orgarrow-up-right
partial list of member benefitsarrow-up-right
membership teamenvelope
hashtag
Getting started

When you first sign into Market View, you'll land on the Trends Page.

At the top of the page, you'll see some default settings. The query paragraph reads, "Showing data within: 30 minutes drive of my school at a $27,950 tuition level."

circle-info

$27,950 is the median tuition for NAIS schools, so we use it as the default tuition level.

In Market View, all charts, graphs, tables, and maps are customized for your school.

hashtag
Customize your query

Query settings
  • Customize the drive time query (choose a ten minute increment between 10-60 minutes)

  • Customize the tuition level (input any dollar amount you'd like to research)

  • Customize the geographical center point of the search. Market View has rich data for any US location. The location defaults to your school's address.

To change the drive time query or the tuition level, click into those text fields and adjust. To change the geographic centerpoint of the query, click "Change" near the address in the upper right.

Or, feel free to proceed without any customization! This query paragraph will always be at the top of the page for you to experiment.

hashtag
Filter your data

Filtering options

Depending on where your school is, you may have a lot of ZIP codes in proximity. Market View lets you filter the data and focus on the most impactful areas. Click on the "113 ZIP codes" text and you'll see a list of all the ZIPs included in your search, as well as their neighborhood names.

You can click on any ZIP in the list and Market View will bring you to a page with every data point we use for that ZIP.

You can also search in the dropdown menu to find a specific ZIP or name.

Click "all" to open a dropdown where you can select how many ZIPs you want to see.

Click "Distance". You'll have the option of choosing distance, children, median income, or diversity.

For instance, you can elect to display only the 20 closest ZIPs, or the 30 highest income ZIPs, etc.

If you make selections using these filters, all other ZIPs will be hidden from the map and the data.

circle-info

Don't be surprised to see a map with a lot of holes in it! The map below shows the thirty ZIPs (in blue) with the most children within an hour of the NAIS office.

Trends > Overview > Population Data map

Let's move on to the results!

In-app Guidance If you prefer, we now offer an in-app self guided tour of the Trends page. Click here for that, or keep reading for a traditional walkthrough!arrow-up-right
"Trends" selected in the Market View top level navigation menu

Overview tab

Market View Trends > Overview tab

Look below the query paragraph in the blue header, and you'll see the Overviewarrow-up-right tab highlighted.

The Overviewarrow-up-right tab has three topics: Population Data, Income Data, and Diversity Data.

hashtag
Population data

hashtag
The map

If you look to the right side of the page, you'll see a multicolored map. This map is called a choropleth (core-o-pleth).

circle-info

A choropleth map is a type of statistical thematic map that uses intensity of color to correspond with an aggregate summary of a geographic characteristic within spatial enumeration units.

In our case, the choropleth represents total school-age population. Each shape outlined in gray is a ZIP code. The darkest blue shapes are ZIPs with the most children, and the light green ZIPs have the fewest children.

You'll see header text above the map. That's the title of the map, and also displays the data reflected in the map and the charts below. For example, "Total School-Age Population by ZIP Code within a 30-Minute drive of Washington, DC 20036-3425".

You'll also see a "Download" button with icon. Clicking this button will download the map exactly as shown. Before downloading, make sure to adjust your settings and parameters so that the map will show the data you need. Alternatively, you can screenshot the map if you like that better.

On the map, there is shape with a double blue line. This is called an (ice-oh-crone).

circle-info

An is a map that depicts the a time parameter. Market View's isochrones portray an area accessible from a point within a certain time threshold.

, anyone living within the area bounded by the double blue lines can commute to your school within the travel time you specified. You'll see these isochrones throughout the various pages of Market View.

At the top of the map, there is a dropdown selector. The default selection is "Total School-Age Population". Market View defines School-Age Population as 0-18. Click that menu, and you'll see other options. Selecting a different option will cause the map colors to change, reflecting the new values you've chosen.

If you hover your mouse over a ZIP on the map, you'll see a small white box appear in the upper right corner of the map. In the screenshot below, the user is hovering over Riverdale and so the box in the upper right shows the value Riverdale has for the selected value. In this case, "Enrolled PK-12 Private Schools".

In the box in the upper right, "20737" is the ZIP Code, "Riverdale" is the locality name, and "619" is the number of children in that ZIP enrolled in PK-12 Private Schools.

Lastly, there is a gradated color scale below the map on the right. This scale shows the colors that reflect the minimum and maximum values, and their representative colors.

hashtag
The data

Let's scroll down past the map.

You'll see a table titled Population Data. This tabular layout is probably familiar to you. Feel free to paste it into your spreadsheet editor of choice. From there you can make any custom charts or graphs you need, beyond the graphics available in Market View.

circle-info

All tabular data in Market View is copy and pastable into a spreadsheet.

hashtag
Next steps

At the bottom of the page, you'll find suggestions for next steps. These suggestions are intended to help you make the most of Market View, on your own or as discussion questions with your team.

hashtag
Income data

The empowers you to analyze median income in your area.

You'll notice the title for the map is "Family Median Income by ZIP Code within a XX-Minute drive of YY Location".

Let's break this down!

is a census designated descriptor. It is distinct from . Two unmarried adults are a household. Two married adults are a family. A single adult with a biological child is a family. The census considers people living together with a blood or marriage bond a family. Otherwise, it's a household. Two unmarried adults are a household until they have a child, and then they are considered a family.

You'll notice we use both designations in different places in Market View. Family income cuts off at $500,000, after that it is grouped into "$500k and over". Household income has granularity up to $750,000, after that it is grouped into "$750k and over".

Unless otherwise specified, "Family" in Market View also means "Families with children". Children are people aged 0-18.

The is the amount that divides a population into two equal groups, half having an income above that amount, and half having an income below that amount. It may differ from the (or ) income.

hashtag
Diversity data

The offers an overview of the racial and ethnic breakdown within the selected rive-time parameter, set above.

Remember, if you are ever unsure about the information being displayed, the titles are a great place to start. Here, you'll see that the title of the map is "Total Population by ZIP Code within a XX minute drive of YY location."

This tab makes use of all of the functionality previously discussed in this guide- change the variable displayed in the choropleth map to view densities of a specific group, download the map, and view tabular data with five-year projections below.

Wait! What is the difference between race and ethnicity?

The Census considers race and ethnicity to be distinct concepts.

Race refers to the way a person self identifies with social group(s). The Census offers White, Black or African American, Asian, American Indian and Alaska Native Hawaiian and Other Pacific Islander, or some other race groupings. Participants can also report multiple races.

Ethnicity focuses on whether a person is of Hispanic origin or not.

isochrone
isochrone map
By our estimates
Read more about how and where we get our data.
Income Data subtabarrow-up-right
Family
household
median income
incomearrow-up-right
meanarrow-up-right
averagearrow-up-right
Diversity Data subtabarrow-up-right
Overview > Income Data
Overview > Diversity Data

Sync admissions data

Sync data from Finalsite

Request to import your admission data from Finalsite into Market View

Finalsite's API is in beta, and Market View does not currently have an integration. To request that NAIS build a data integration for your Finalsite data to Market View, email us at [email protected] and let us know you would like to sync your data from the platform into Market View. We will continue to monitor the progress of the Finalsite API.

Create a presentation

This is a guide to help you copy the Market View presentation template and then customize it for your school and data.

Upload spreadsheets

Webinars

Cannot dismiss welcome modal popup

Sometimes users have difficulty getting past the welcome screen.

Solution: zoom out.

For Mac users, hold down "command" and tap the minus key.

For Windows users, hold down "ctrl" and tap the minus key.

Troubleshooting

Blackbaud applicant data

Understanding Blackbaud applicant data

In Blackbaud, each student has a status. Blackbaud data doesn't have a definitive marker for "applicant", applicants fall under "inquiries" in the system.

In order to sync your applicants from Blackbaud, Market View looks for statuses that have “applicant” in the name, plus any statuses that could have an applicant status as a parent status.

This usually excludes the inquiry statuses, since students usually can’t progress from “applicant” status to “inquiry”, but it depends on how a school sets up their statuses.

If you are missing students from your "applicants" list in Market View, change their status or parent status to include the word "applicant". Then refresh your data and you should see them included.

If you have questions about your applicant data, please get in touch.

Deleting spreadsheets

When viewing your admission data, click on the name of the spreadsheet you want to delete.

hashtag
Step 1: From "Your Data" page, click the name of the section containing the file you want to delete

hashtag
Step 2: Select the file you want to delete

hashtag
Step 3: Click the "x" icon

Citing Market View

To cite Market View, you can use the full name of the software: "NAIS Market View". We also recommend citing the source of the underlying data as well.

To see our data sources, take a look at the

Data privacy

Market View is committed to the highest security of your data. We use a number of safeguards to protect and store your data.

hashtag
Data access

Permission to sync or upload your admission data is granted by you or your school. Data refreshes needs to be triggered by you or your school. Market View will not sync data without your initiation, each data sync will need to be triggered manually by you or someone else at your school.

Troubleshooting spreadsheet uploads

If you are having trouble uploading your files, make sure to check the following requirements.

Video: Sync Blackbaud data

1. Copy presentation template

Use Market View to create a presentation for your board or team.

The following quick guides will walk you through creating a presentation with Market View's graphs and data.

We will be building a presentation just like this one. Feel free to duplicate these slides, and then use the following guides to replace the data and graphs with your school's data and graphs.

Market View intermediate webinar

Market View advanced webinar

Market View beginner webinar

our data guide here.
hashtag
Encryption in transit

Market View encrypts all of its traffic. This includes data flowing between Market View and your admission software. It also includes traffic between Market View's backend and frontend. We are using exclusively https to transfer data, with SSL encryption with SHA-256. This is bank-level security. Market View receives an A+ on SSL reportsarrow-up-right.

In addition, NAIS enforces HSTS, HTTP Strict Transport Security. This means that all NAIS domains and subdomains deny any unencrypted traffic. We are registered with Chrome, Firefox, and Edge as enforcing HSTS.

hashtag
Encryption at rest

Market View has taken the additional step to encrypt all student and school data within our database. This is above the usual standard of security, but we felt it was important to protect the data with which you are entrusting us. We are using encryption that features random initialization vectors and tagged ciphertexts.

hashtag
Security audits

NAIS has conducted security audits with an outside cybersecurity firm to review compliance with proper security protocols and standards.

hashtag
User access

The only users with access to Market View are paid NAIS members and premium subscribers. Your data is only accessible to users who have accounts within your school and to NAIS for debugging and analysis purposes. If you are curious about who has an account with your school, visit the member portal and click roster. arrow-up-right

hashtag
More

Read our terms and conditions here. arrow-up-right

Read about Market View's AI features and the privacy rules governing the data used there.
The file is UTF-8 encoded (click here for instructions)
  • If you follow these steps and are still having trouble, please reach out!

    miscellaneous dataarrow-up-right
    student dataarrow-up-right

    COVID's Impact on Data

    COVID's impact on the economy can't be overstated. As such, the data from 2022 onward (which take COVID into account) are a radical departure from previous years.

    The 2022 data is the first year of data with the new 2020 Census included fully as both a benchmark year and underlying the estimates. This means we have seen some big shifts when looking at the newest EASI data compared to earlier year releases, this is true not just with income but many Census-based variables since they have all been newly re-benchmarked.

    You can see the household and family counts in San Francisco decreased quite a bit overall from 2020 to 2022, therefore this general decline is driving much of the family count declines you are seeing between 2020 and 2022 rather than income shifts per se.

    If you convert the numbers into percentages rather than the actual numbers, this may be more helpful for you in looking at trends since overall changes in numbers make it harder to see trends when looking at counts. See attached Excel file and refer to the highlight columns at the right for an example of this.

    Due to the timing of when data sources are released, the impact of the pandemic in data sources is not seen in 2020 but rather in the EASI 2021 data and in the EASI 2022 data in some cases, due to the lags in data sources. When there is an unusual shift such as the pandemic (other examples are natural disasters such as Hurricane Katrina), we are constantly updating our projections and modeling as the latest data comes out.

    One impact observed by the unusual 2020 time was slowed income growth and this can explain slower growth observed in general in income in certain instances and in the higher income categories specifically. For example, one theory is it may have been “easier” for a family to shift into the $150-200K group during this time than to shift into the $200K+ group or especially the $500K+ group. In general with Covid times, we have seen some shifts in income down in 2022 with a then expected uptick back up for 2027 though perhaps more modest 5-year gains forecasted than was projected in 5-year forecasts created a few years back.

    Another point to keep in mind is that the EASI income data for the highest income categories is indeed modeled data based off of the family counts and full income distributions integrating the various income data inputs and also trends over time. Therefore, there is some built-in uncertainty in each estimate and very small percentage shifts can also be impacted by normal variability in the distributions and estimates. This can be seen in particular in very detailed categories such as cross tabs by both children’s age and income.

    Cannot log in

    If your school is a full member in good standing, then you have access to Market View. If you are having trouble logging in, try the following:

    Map is blank

    Market View's mapping depends on a browser engine called WebGL. You'll need to have an updated browser to see the map. If you can't see the map, please update your browser.

    Here's a tool to check what browser version you are using. It also includes instructions for how to update your browser (Chrome, Firefox, Safari, Edge, etc). arrow-up-right

    Click this link to make a copy of this presentation to use for your school.arrow-up-right

    Data used in Comparisons

    We use 25 DASL data points to generate what you see in Market View Comparisons.

    ID

    Group Label

    Variable Label

    1384

    Total

    Total number of students who received two or more types of awards

    1502

    Financial Aid Totals

    Total Financial Aid Amount Awarded

    1505

    Financial Aid Totals

    Your admission data

    How to add data to Market View

    There are two types of data you can add to Market View, student and miscellaneous.

    circle-info

    There are two types of data you can add to Market View, student and miscellaneous. There are two ways to upload data, by spreadsheet and by admission data sync.

    hashtag
    Student data

    Student data can be either applicants or enrolled students. You can include up to five data points about each student.

    1. First name

    2. Last name

    3. Grade

    You can upload student data via , , or .

    If you don't want to include any of the above fields, due to privacy concerns or other reasons, feel free to omit them. The importer will work with all columns blank except for address. If you don't want to add addresses either, you can pare it down to just ZIP codes.

    hashtag
    Miscellaneous data

    Miscellaneous data can be teacher addresses, bus stops, feeder schools, any data source that you find helpful. You can only upload addresses for this type of data.

    .

    AI & Data Privacy

    Market View uses OpenAI to generate the insights we show you about your data on the Comparisons pagearrow-up-right.

    hashtag
    Overview

    To add AI Insights to your Comparisons, Market View sends 25 of your DASL datapointsarrow-up-right related to financial aid. We are not sending any of your data with words in it, no school names, other names, etc. Only a select list of numbers are shared temporarily with OpenAI to generate insights.

    We are using OpenAI's API. We are not using ChatGPT. We send OpenAI a list of numbers and ask it to generate an insight, which we then display on the screen to you.

    OpenAI does not use your data to train their models. From OpenAI:

    OpenAI temporarily stores your data on their servers for 30 days. This is standard practice for web services so they can have a paper trail to protect against nefarious use. From OpenAI:

    Please note that this is different than their ChatGPT offering, ChatGPT is much less private.

    hashtag
    Questions and Answers

    Which subprocessor(s) is/are being used to produce AI-generated completions?

    Which AI language models are being used?

    Is the AI in question based on machine learning algorithms or large language models?

    • Yes, LLM.

    Is user data either user related PII or otherwise uploaded data being used to train the AI model?

    • No

    Is data being used to improve the product via AI?

    • No

    What explainability measures (if any) are used in understanding the output of the AI model?

    • We're prompting the LLM to make the response easy to understand, and providing users the data used so they can understand and analyze the AI responses.

    How long is data retained? Where? Is any data such as prompts cached for performance?

    • OpenAI retains the data for 30 days, then deletes it.

    What steps (if any) have been implemented to reduce bias in AI generated output?

    • Since this is a very small set of anonymous numeric financial data, there is no concern about biased output.

    Download Market View's data

    1. From Map Viewarrow-up-right, run a query by clicking "Show me the results".

    2. Then click "Download CSV"

    3. You'll see the spreadsheet contains multiple lines for each ZIP code. This is because Market View provides data for multiple years.

    Use Market View for marketing

    Once you've identified ZIP codes for outreach in Market View, here's how to reach out to families who live there.

    hashtag
    Online Marketing

    Instagramarrow-up-right, Google Adwordsarrow-up-right, Facebook Adsarrow-up-right, and others can use ZIP codes as parameters for audience selection. Sometimes you can further refine based on other parameters, such as income or psychographic data.

    hashtag
    Direct Mail

    If you'd like to send physical mail to local addresses, you can pair Market View data with a tool from the Post Office called

    The Post Office will let you select individual postal routes to include. This is helpful especially if you have a bus stop nearby and you are looking for families with easy access to that bus stop.

    Introducing Market View

    Encode files correctly

    If you are getting errors that Market View cannot import your file, follow this guide.

    hashtag
    Microsoft Excel

    1. Open your CSV file in Microsoft Excel.

    2. Click File in the top-left corner of your screen.

    3. Select Save as...

    4. Click the drop-down menu next to File format.

    5. Select CSV UTF-8 (Comma delimited) (.csv) from the drop-down menu.

    6. Click Save.

    Your new CSV file is now encoded using the UTF-8 format and is ready to be imported.


    hashtag
    Numbers

    1. Open your CSV file in Numbers.

    2. Click File in the top-left corner of your screen.

    3. Select Export to... -> CSV...

    Your new CSV file is now encoded using the UTF-8 format and is ready to be imported.

    Affordability tab

    Below the query paragraph in the left side navigation, check out the tab next.

    The tab offers , , , , and , and sub tabs.

    View your data in Market View

    Now that you've uploaded data, here's how to view it.

    There are three places your school's data appears in Market View: the map in Map View, the ZIP code detail cards also in Map View, and charts of your data display in the Enrollment section of the Trends page.

    hashtag
    View your data on the map

    Reporting issues with Veracross sync

    The Veracross admission data sync is in beta. Veracross is working to improve their data endpoints to Market View can get the data it needs.

    If you are seeing inconsistencies with the data syncing over from Veracross, please use this template to report the issues:

    Dataset
    Market View's Total
    Veracross' Total

    Troubleshooting Blackbaud syncing

    If you are having trouble syncing your Blackbaud data, please confirm the following steps are true. Blackbaud requires *three* types of permissions in order to sync your data.

    Total Number of Students Receiving Financial Aid

    1763

    Income

    Operating Gifts and Grants Total

    1924

    Financial Aid Totals

    Total Number of Applications Received

    1925

    Financial Aid Totals

    Total Number of Students Eligible

    1928

    Total Students Attrition (Previous Years)

    Newly Enrolled Students (Current Year)

    2213

    Income

    Tuition and Fees (Gross)

    2278

    Income

    Net Tuition Revenue

    3040

    Number of Children of Non-Employees Who Receive Need-Based Financial Aid

    Total

    3046

    Need-Based Financial Aid Amounts Given to Children of Non-Employees

    Total

    3052

    Number of Children of Employees who receive Need-Based Financial Aid

    Total

    3058

    Need-Based Financial Aid Amounts Given to Children of Employees

    Total

    10565

    Aid to All Families With Income Between Total Income Ranges

    Total Number of Applicants

    10566

    Aid to All Families With Income Between Total Income Ranges

    Total Number Awarded

    10567

    Aid to All Families With Income Between Total Income Ranges

    Total $ Awarded Across All Ranges

    11427

    Income

    Total Operating Income

    14040

    Tuition Discounting (Previous year)

    Students receiving need-based financial aid

    14043

    Tuition Discounting (Previous year)

    Students receiving tuition remission

    14044

    Tuition Discounting (Previous year)

    Highest percentage of tuition and fees covered by need-based financial aid awards

    14046

    Tuition Discounting (Previous year)

    Percentage of past fiscal year financial aid budget awarded to new students

    14047

    Tuition Discounting (Previous year)

    Percentage of past fiscal year financial aid budget awarded to returning students

    14455

    Need-Based Financial Aid - All Students

    # of Students Receiving Financial Aid

    14457

    Financial Aid Totals

    Total Number of Students Offered Financial Aid

    14777

    Total

    Total # of awards (need + merit + other)

    We do not train our models on your business data by default. arrow-up-right
    Unless they explicitly opt-in, organizations are opted out of data-sharing by default.arrow-up-right
    OpenAI may securely retain API inputs and outputs for up to 30 days to identify abuse.arrow-up-right
    Read more at OpenAI's Enterprise privacy document.arrow-up-right
    OpenAI uses this list of subprocessors. arrow-up-right
    GPT-4o miniarrow-up-right
    Every Door Direct Mail.arrow-up-right
    Post Office direct mail service

    Click Advanced options.

  • Click the drop-down menu next to Text Encoding.

  • Select Unicode (UTF-8).

  • Click Next

  • Choose a name and location for your new file and click Save.

  • 95

    2023 Enrollments

    76

    80

    2023 Applications

    60

    55

    ...

    In addition, please let us know if there are any particular student record types that are missing from the data being synced over.

    2024 Enrollments

    100

    105

    2024 Applications

    100

    ID
  • Address

  • spreadsheet
    Blackbaud data sync
    Veracross data sync
    You can upload miscellaneous data via spreadsheetarrow-up-right
    hashtag
    Household Income data

    In the Summary tabarrow-up-right, you'll have the opportunity to set query parameters- select a drive time in ten-minute increments up to an hour, and enter a tuition level.

    You'll notice the default tuition setting is $27,950- this is the NAIS median tuition across all member schools. Update this parameter by typing your school's tuition level. If your school uses stepped-tuition, try viewing each different level or your school's average tuition with a few keystrokes.

    In the Summary tabarrow-up-right see an insight paragraph outlining ability to pay within the selected drive time at the designated tuition level.

    Ability to pay is one lens through which school leaders can assess their market.

    You'll see the income Market View estimates a family will need to earn to afford the entered tuition level at full-freight. The tool aggregates and crunches data from hundreds of thousands of financial aid applications submitted through the SSS application to make this determination. Based on the incomes reported by the Census in your area, Market View also provides an estimate of the proportion of households in your area earning this much within your designated drive time.

    A good rule of thumb is that more than 15% of your market should be earning as much to avoid affordability strain in your admissions funnel.

    "Right fit" families exist in all income bands. Market View offers a breakdown of the income needed to afford a spectrum of tuition contributions - from partial pay to full pay, as well as estimates about how much of the market earns each income level, in the breakdown below.

    Affordability tab> Summary tab

    As always, this data can be copy & pasted into any spreadsheet editor, or downloaded via csv.

    Below, you'll see the Financial Gap and Expected Household Contribution by Income Band.

    This chart illustrates how much a families earning income in bands from <$25k to over $500K annually might be expected to pay and how much aid would be needed at the selected tuition level, according to data from hundreds of thousands of financial aid applications submitted through SSS.

    Affordability Tab> Median

    The Median tabarrow-up-right demonstrates the true center of incomes in the market indicated by your selected drive time, and compares these numbers with national median incomes. The chart shows 10 years of historical data, as well as five year projections, indicated by dotted lines, to help you see trends. Clicking the circles in the legend below the chart will toggle data on/off- this will help filter your data quickly, if you'd rather focus on national or local data.

    Unlike calculations of average income, median income data is not skewed by large outliers- households making exceptionally high or low incomes.

    Below, you'll see the five highest earning ZIPs within your drive time. Do these align with your anecdotal understanding of your market?

    Affordability tab> High Income tab

    The High Income tab arrow-up-rightshows the number of families earning $200K or more in your selected drive time in the last ten years, with five-year projections included in dotted lines.

    Affordability> Distribution

    The Distribution tabarrow-up-right breaks out the number and proportion of households in your selected drivetime across income bands. Income bands are grouped in increments of $25k. Remember that a household income reflects all individuals at the same address, and they might not be related by blood, marriage, or adoption, unlike groups under the Census designation of family.

    The Census provides more nuanced income information for households, allowing us to display incomes over $500K with more detail in the chart.

    The chart shows the proportion and number of households in your selected drive time earning income at each level, as well as whether SSS would expect households in that income band to pay full tuition, contribute partial tuition, or require full aid.

    If you prefer to work with tabular data, this information is included in the table below.

    Affordability> Race/Ethnicity

    The Race/Ethnicity tab arrow-up-rightoffers a deeper look at the distribution chart above. In addition to information about the distribution of your market across income band and financial assistance designation, the chart shows you the racial/ethnic composition of each income band.

    This chart contains a ton of information, so it can be useful to narrow the field of focus for targeted conversations. Market View has your back- hover the mouse over any of the bars in the chart to focus on one specific group, or use the small, colorful circles in the legend below the chart to toggle the data for different groups on or off.

    You can also filter your data using the drop-down menus located just above the chart- click the type of data you'd like to filter, income or race/ethnicity, and click the blue check marks to engage or disengage selected variables.

    Affordability> Change in Average

    The Change in Averagearrow-up-right tab can help you understand historical and projected shifts in income across different racial/ethnic groups in your market. This information is useful to assess risk, for example; If your school is heavily representative of one racial/ethnic group, and the projected household income is expected to decrease, you might need to consider other ways to shore up enrollment.

    Affordabilityarrow-up-right
    Affordabilityarrow-up-right
    Summaryarrow-up-right
    Medianarrow-up-right
    High Incomearrow-up-right
    Distributionarrow-up-right
    Race/Ethnicityarrow-up-right
    Change in Averagearrow-up-right
    Market View Trends > Affordability tab
    Visit
  • Your data is grouped into two categories in the layer selector panel, Admissions Data and Enrollment Data. Those two categories reflect the two categories of data you can add in the Your Data page.

    hashtag
    View your data in ZIP code cards

    If you want a more granular view of your data, check out the ZIP code cards in the left sidebar of the Map View. Every single ZIP code card will include your data, if you've uploaded it.

    circle-info

    Note that ZIP code cards are small and so they only include the most recent two years of data for Admission Data. If you want to get around this limitation, feel free to upload your data as Miscellaneous Data. It won't be considered Admissions Data, so you won't get all the calculations and charts, but it's a workaround to get older data to still show on the map.

    You'll see two groups: Admissions Data and Miscelleneous Data. Those reflect the two categories of data you can add in the Your Data page.

    You'll also get calculations for your Admissions Data for the most recent two years. Total applicants, the percent of your applications which came from this ZIP, and the percent of school-age children from this ZIP who applied to your school.

    Viewing your school's data in the ZIP code cards

    hashtag
    Viewing your data in charts

    To see charts of your data along with Market View's data, visit the Enrollments tab on the Trends page.

    Map Viewarrow-up-right
    You have the SKY API Data Sync permission
  • If all of the above are true, and you're still having issues, please get in touch! Here is the template for reporting data discrepancies.

    Dataset
    Market View's Total
    Veracross' Total

    2024 Enrollments

    100

    105

    2024 Applications

    100

    95

    2023 Enrollments

    76

    80

    In addition, please let us know if there are any particular student record types that are missing from the data being synced over.

    Sync data from Blackbaud

    Market View 6, released in fall 2022, enables schools to sync admissions data from their admission software. This guide walks you through how to set this up.

    hashtag
    Overview

    hashtag
    Audience

    This guide is for schools who are members, and use Blackbaud for admissions or application data.

    After one person at your school completes this process, the integration will work for everyone at your school. Each user should use their own login. Any NAIS member school can have unlimited staff accounts. Add and manage your school's roster at .

    hashtag
    Goal

    This integration syncs two types of data from Blackbaud into Market View.

    1. Applicants. If it exists, we will sync names, grades, addresses, and student IDs for students who applied to your school.

    2. Enrollments. If it exists, we will sync names, grades, addresses, and student IDs for students who enrolled in your school.

    circle-info

    Market View is committed to the highest security of your data. We encrypt all data in transit from your admission software, and any time it is used. We encrypt the data within our database. Your data will never leave our database or be shared. We take data security and privacy extremely seriously.

    hashtag
    Step 1: Give yourself permissions in Blackbaud

    You'll need to go to Core > Security > Roles. (Do not try to manage roles for this from the security/control panel area).

    Find the role in the list and choose Manage Roles from the menu.

    Go to Members, Add member and search for yourself to add.

    You'll need these roles:

    1. Platform Manager or Environment Admin

    2. Academic Group Manager, Schedule Manager, or Platform Manager

    3. SKY API Data Sync

    hashtag
    Step 1: Add Market View to Blackbaud

    circle-exclamation

    This step must be performed by one of your school’s administrators of Blackbaud, someone with “Platform Manager”, "Environment Admin" or equivalent permissions. If you aren’t an admin, feel free to forward these instructions to someone who is.

    hashtag
    Step 2: Authorize Market View

    circle-info

    This step requires an admin user of Blackbaud with one of the following roles: Academic Group Manager, Schedule Manager, Platform Manager. In addition, the user must have the Admissions Manager role and Sky API Data Sync role. If that's not you, feel free to send these instructions to your administrator to complete.

    hashtag
    Next steps

    circle-info

    Get an error? Need more help? Email [email protected].

    Data Guide

    hashtag
    Population by Age Band: EASI Demographics

    What is it?

    EASI provides population estimates by age band (0-4,5-9, etc.) for the current year. These estimates are created using the 2020 census numbers, American Community Survey Data, and Public Use Microdata Survey. To calculate projections, EASI uses the estimates above as a starting point and applies population component change estimates (births, deaths, migration, etc.) to move that number forward. Read the full methodology here.arrow-up-right

    How do we use it?

    EASI’s age band estimates are used to provide an approximation of the school-age population of a single-year age across ZIP codes. These estimates are then combined with mapping technology supplied by Mapbox (described below) to generate the customizable map that you see within Market View.


    hashtag
    Family Income, EASI Demographics

    What is it?

    EASI’s income model builds on a base estimate created using 2020 census data and estimates from the American Community Survey. EASI creates estimates from here by using consumer income survey data provided by the census (P60 Publication Series) and other sources of income data. Differences between the estimates provided from these data and the ACS values are analyzed to provide a final estimate. Income estimates use the 2020 census household definition of income as a benchmark.

    How do we use it?

    EASI’s median income estimates provide an economic snapshot of the various areas in your local community. EASI’s estimates of median family income can be used to get a sense of the wealth distribution of your area, or to see how affordable your school is for a typical family in your community.


    hashtag
    Population by Sex by Race/Ethnicity, EASI Demographics

    What is it?

    EASI also provides population estimates by sex and race/ethnicity for age bands in the current year. EASI uses annual estimates released by the census as the basis for their population by sex by race/ethnicity data. To calculate projections, EASI uses the census estimate as a starting point and applies population component change estimates (births, deaths, migration, etc.) to move that number forward.

    How do we use it?

    EASI’s estimates for population by race/ethnicity provide schools with a fuller picture of the diversity of their local student population. These estimates are useful for schools seeking to understand how the racial and ethnic diversity of their student body compares to the local population. In addition, EASI’s estimates for population by sex provide more flexibility for single sex schools and other schools seeking to understand local differences in male and female populations. Note that Market View does not currently contain data on gender, as the underlying sources of data (EASI and the Census Bureau) do not currently collect this data.


    hashtag
    Drive-Time Area, Mapbox Navigation Service

    What is it?

    Mapbox’s traffic tilesets provide drivetime information, or the time it takes to get from point A to point B, to their maps. Mapbox bases its drivetime estimates on travel data that is transmitted from users of apps embedded with Mapbox technology, such as Airbnb, Instacart, and Snapchat. This data, which consists of over 220 million miles of travel per day, is used to predict and extrapolate real-time traffic, helping to further improve the accuracy of drivetimes.

    How do we use it?

    We heard from members that time, not distance, is the most important metric in measuring a commute. As opposed to simply measuring distance, drivetimes provide a more comprehensive understanding of how conveniently located your school is for families in the area. In addition, Mapbox’s traffic control features provide a realistic understanding of the time it will take families to reach your school during typical commuting hours.


    hashtag
    Five-year Data Projections, EASI Demographics

    What is it?

    EASI demographics provides five year projections for the population and income variables described above. These projections use EASI’s current year estimates as a starting point, and apply growth models to obtain a five year projection. The models incorporate factors such as births, deaths, and migration to obtain population projections, and build on data from the American Community Survey and Census Consumer Income Survey to obtain income projections.

    How do we use it?

    EASI’s projections are a great way to get a sense of how your local area will be changing over the next several years. While projections are not often 100 percent accurate, they are a great starting point to see trends and begin conversations around how the school-age population, demographics, and income profile of your area are changing.


    hashtag
    Public and Private School Data, National Center for Education Statistics (NCES)

    What is it?

    The National Center for Education Statistics (NCES) provides data on public and private schools, which is gathered through its universe surveys each year. The surveys provide data on many schools across the United States, including basic descriptive information such as location, web address, and grade levels served.

    How do we use it?

    NCES’s school data is uploaded into Market View’s map, so you can see other schools in your area. Each school is represented by a black circle on your map. Clicking the circle will provide the school’s name, type (Public/Private), website (where available), and grade levels served.


    hashtag
    Affordability Data

    What is it?

    NAIS uses data provided by Community Brands’ School and Student Services (SSS) financial aid service which analyzes applications for families across the country. Using the family income and parent contribution data from submitted applications, we calculate the median percentage of income that parents are asked to contribute to school costs by income bands. The contribution is subtracted from the tuition entered by the user to determine the estimated financial gap a family is likely to have to cover.

    How do we use it?

    By estimating the financial gap between what a family at the median income in a ZIP code is able to pay and the tuition your school, you will have a better picture of how affordable your tuition is in your market.

    2023 Applications

    60

    55

    ...

    Read the full methodology here.arrow-up-right
    Read the full methodology here.arrow-up-right
    Read the full methodology here.arrow-up-right
    Read the full methodology here.arrow-up-right
    Admissions Manager
    A window should pop open where you can log in with your Blackbaud credentials
  • NAIS arrow-up-right
    my.nais.orgarrow-up-right
    Read more about how Market View protects your data.
    https://app.blackbaud.com/marketplace/applications/442d9d54-20c1-4d72-9f82-be631861a49d?envid=t-f-g5WCInc0Gkwv_5fvgxjAarrow-up-right
    https://marketview.nais.orgarrow-up-right
    Our example presentation

    Upload data from spreadsheets

    The power of Market View comes from making it customized to your school and community. Upload data to see it on the map, and analyze your enrollment pipeline.

    There are two types of data you can upload to Market View, student enrollment data and miscellaneous data. Because Market View is geographically driven, all data uploaded should have an address (a ZIP code at the very least).

    hashtag
    Upload student enrollment data

    You'll need one spreadsheet per year, containing all your applications or enrollments for that year. Please use this template and fill it in with your data.

    file-download
    354B
    template-admission-data-market-view.csv
    arrow-up-right-from-squareOpen
    Admission Data Template

    For student data (applications and enrollments), the template contains five columns. We ask for Student ID so that one day we can show you attrition data, since it allows us to see when students move on to the next grade.

    circle-info

    Please include all five columns and their titles in your spreadsheet, even if they are empty. The only column that requires a value is "Address", and that can be as minimal as a ZIP code. Note that you need to provide a full address to see students plotted on the map.

    First name
    Last name
    Address
    ID
    Grade

    Next, navigate to . Drag and drop each file to the appropriate school year bucket.


    hashtag
    Upload miscellaneous data

    You can upload any type of addresses into the Miscellaneous category. Schools upload bus stops, faculty addresses, competitor schools, coffee shop locations, anything that would be helpful to see plotted on the Market View map.

    Miscellaneous data only needs a valid address, no title or name required.

    For miscellaneous data, the template contains four columns for each address. You can just upload a single column with the entire address as well, if it's easier. Market View concatenates the whole address before geocoding, so it doesn't matter how many columns you use as long as it's only one address per row.

    Address
    City
    State
    ZIP

    Next, navigate to . Drag and drop each file to the gray bucket. Note that the file name will be used to label this data set in Your Data, as well as in Map View.

    Addresses on miscellaneous data uploads which appear more than once won't show up. If you have an address listed more than once per file, it won't show up on the map or the address counts.

    Any data that you uploaded prior to August 2022 was migrated to the Miscellaneous Data category. If that data would be better in the applications or enrollments categories, feel free to delete and re-upload. Please make sure you have a local copy of the data before you delete it from Market View, deletion is final. If you no longer have access to that data, and need to download it from Market View, and we wil try to help you get access.

    hashtag
    International addresses

    Whenever you upload or import address data to Market View, we attempt to geocode it. Geocoding is the process of converting an address into a latitude/longitude pair of coordinates.

    Often, international addresses will not geocode correctly.

    If your international address geocodes succesfully, you will see it on the map if you select that dataset's map layer. If the address doesn't geocode sucessfully, you will not see it plotted on the map.

    After you upload your data, Market View will notify you if it had issues with any of the addresses. Feel free to delete the dataset, fix it, and try again. Often, putting the address into Google Maps and using the address the way Google formats it can be helpful.

    hashtag
    Tutorial Video

    Market View's data

    Market View synthesizes several pieces of data to create the data you see on its pages.

    hashtag
    Census and American Community Survey data

    The US Census happens once a decade, and the ACSarrow-up-right is conducted in intervening years. In Market View, the years ending in "0" are census data, whereas data for all other years is from the ACSarrow-up-right.

    hashtag
    Population by Age Band: Demographics

    What is it?

    EASI provides population estimates by age band (0-4,5-9, etc.) for the current year. These estimates are created using the 2010 census numbers, Data, and Public Use Microdata Survey. To calculate projections, EASI uses the estimates above as a starting point and applies population component change estimates (births, deaths, migration, etc.) to move that number forward.

    How do we use it?

    EASI’s age band estimates are used to provide an approximation of the school-age population of a single-year age across ZIP codes. These estimates are then combined with mapping technology supplied by Mapbox (described below) to generate the customizable map that you see within Market View.


    hashtag
    Family Income, EASI Demographics

    What is it?

    EASI’s income model builds on a base estimate created using 2010 census data and estimates from the American Community Survey. EASI creates estimates from here by using consumer income survey data provided by the census (P60 Publication Series) and other sources of income data. Differences between the estimates provided from these data and the ACS values are analyzed to provide a final estimate. Income estimates use the 2010 Census household definition of income as a benchmark.

    How do we use it?

    EASI’s median income estimates provide an economic snapshot of the various areas in your local community. EASI’s estimates of median family income can be used to get a sense of the wealth distribution of your area, or to see how affordable your school is for a typical family in your community.


    hashtag
    Population by Sex by Race/Ethnicity, EASI Demographics

    What is it?

    EASI also provides population estimates by sex and race/ethnicity for age bands in the current year. EASI uses annual estimates released by the census as the basis for their population by sex by race/ethnicity data. To calculate projections, EASI uses the census estimate as a starting point and applies population component change estimates (births, deaths, migration, etc.) to move that number forward.

    How do we use it?

    EASI’s estimates for population by race/ethnicity provide schools with a fuller picture of the diversity of their local student population. These estimates are useful for schools seeking to understand how the racial and ethnic diversity of their student body compares to the local population. In addition, EASI’s estimates for population by sex provide more flexibility for single sex schools and other schools seeking to understand local differences in male and female populations. Note that Market View does not currently contain data on gender, as the underlying sources of data (EASI and the Census Bureau) do not currently collect this data.


    hashtag
    Drive-Time Area, Mapbox Navigation Service

    What is it?

    Mapbox’s traffic tilesets provide drivetime information, or the time it takes to get from point A to point B, to their maps. Mapbox bases its drivetime estimates on travel data that is transmitted from users of apps embedded with Mapbox technology, such as Airbnb, Instacart, and Snapchat. This data, which consists of over 220 million miles of travel per day, is used to predict and extrapolate real-time traffic, helping to further improve the accuracy of drivetimes.

    How do we use it?

    We heard from members that time, not distance, is the most important metric in measuring a commute. As opposed to simply measuring distance, drivetimes provide a more comprehensive understanding of how conveniently located your school is for families in the area. In addition, Mapbox’s traffic control features provide a realistic understanding of the time it will take families to reach your school during typical commuting hours.


    hashtag
    Five-year Data Projections, EASI Demographics

    What is it?

    EASI demographics provides five year projections for the population and income variables described above. These projections use EASI’s current year estimates as a starting point, and apply growth models to obtain a five year projection. The models incorporate factors such as births, deaths, and migration to obtain population projections, and build on data from the American Community Survey and Census Consumer Income Survey to obtain income projections.

    How do we use it?

    EASI’s projections are a great way to get a sense of how your local area will be changing over the next several years. While projections are not often 100 percent accurate, they are a great starting point to see trends and begin conversations around how the school-age population, demographics, and income profile of your area are changing.


    hashtag
    Public and Private School Data, National Center for Education Statistics (NCES)

    What is it?

    The National Center for Education Statistics (NCES) provides data on public and private schools, which is gathered through its universe surveys each year. The surveys provide data on many schools across the United States, including basic descriptive information such as location, web address, and grade levels served.

    How do we use it?

    NCES’s school data is uploaded into Market View’s map, so you can keep your eye on competitors and potential feeder schools in your area. Each school is represented by a black circle on your map. Clicking the circle will provide the school’s name, type (Public/Private), website (where available), and grade levels served.


    hashtag
    Affordability Data

    What is it?

    NAIS uses data provided by Community Brands’ School and Student Services (SSS) financial aid service which analyzes applications for families across the country. Using the family income and parent contribution data from submitted applications, we calculate the median percentage of income that parents are asked to contribute to school costs by income bands. The contribution is subtracted from the tuition entered by the user to determine the estimated financial gap a family is likely to have to cover.

    How do we use it?

    By estimating the financial gap between what a family at the median income in a ZIP code is able to pay and the tuition your school, you will have a better picture of how affordable your tuition is in your market.

    Sync data from Veracross

    Market View 6, released in fall 2022, enables schools to sync admissions data from their admission software. This guide walks you through how to set this up.

    hashtag
    Overview

    hashtag
    Audience

    2. Analyze your reach

    Market View can help you demonstrate what your school's reach looks like now compared to five years from now. Here's how you might show that difference.

    circle-info

    Click on the images to see them full screen.

    At the end of this 10-minute tutorial, you will have artifacts like these two slides.

    EASI
    American Community Survey
    Read the full methodology here.arrow-up-right
    Read the full methodology here.arrow-up-right
    Read the full methodology here.arrow-up-right
    Read the full methodology here.arrow-up-right
    Read the full methodology here.arrow-up-right
    Introduction to Your Student Data in Market View
    This guide is for schools who are NAIS arrow-up-rightmembers, and use Veracrossarrow-up-right for admissions or application data.

    After one person at your school completes this process, the integration will work for everyone at your school. Each user should use their own login. Any NAIS member school can have unlimited staff accounts. Add and manage your school's roster at my.nais.orgarrow-up-right.

    hashtag
    Goal

    This integration syncs two types of data from Veracross into Market View.

    1. Applicants. If it exists, we will sync names, grades, addresses, and student IDs for students who applied to your school. Note: applicants need to have an "application date" to be considered applicants for this process.

    2. Enrollments. If it exists, we will sync names, grades, addresses, and student IDs for students who enrolled in your school.

    circle-info

    Market View is committed to the highest security of your data. We encrypt all data in transit from your admission software, and any time it is used. We encrypt the data within our database. Your data will never leave our database or be shared. We take data security and privacy extremely seriously. Read more about how Market View protects your data.

    hashtag
    Instructions

    hashtag
    Step 1: Add Market View to Veracross

    circle-exclamation

    This step must be performed by one of your school’s administrators of Veracross, someone with “Oauth_App_Admin” permissions. If you aren’t an admin, feel free to forward these instructions to someone who is. If your admin doesn't see the button to "start integration", they need to go into their permissions and give themselves “Oauth_App_Admin” permission.

    hashtag
    Step 2: Add Scopes

    circle-info

    Note: this integration doesn't require SSO permissions.

    Adding scopes in Veracross

    hashtag
    Step 3: Add Veracross details to Market View

    The Veracross connection page in Market View

    hashtag
    Step 4: Connect

    hashtag
    Next steps

    hashtag
    How it works

    circle-info

    Below describes what Market View does to import your data.

    1. Fetch all historical students, applicants, applications, and applicant households

    2. Discard students marked as "applicants" who haven't yet applied (these are usually just prospects)

    3. Match each applicant to an application and household

      1. If a matching application or household can't be found, an import failure is created

    4. Assign a grade level to each applicant

      1. If a grade level doesn't match our list of accepted grades, an import failure is created

    5. Match each student to an applicant

      1. If a matching applicant isn't found (e.g. if the applicant became an import failure), an import failure is created

    6. For each applicant, look up or geocode their address

      1. An applicant's corresponding student is also assigned this address

      2. If an address can't be geocoded, the student and the applicant become import failures

    7. Applicants are separated by year and saved into corresponding "applications" admissions lists

    8. A student can be saved in several "enrollments" admissions lists

      1. A student is saved in the enrollment list for the year of their "entry date", at the grade level from their application ("grade level applied for")

      2. Each year after that, until their "exit date", a student is saved in that year with the next grade level

    circle-info

    Get an error? Need more help? Email [email protected].

    hashtag
    Upload Your Addresses

    Let's dive into how to create this set of visuals for your school.

    We'll start by adding your school's data into Market View. NAIS will never share your addresses, and you can delete them any time.

    First, click and download the CSV template below and replace the example data with your school's.

    The video below (<2 minutes) shows you how to do that.

    hashtag
    Create Your Visuals with Map View

    Now that your data is in Market View, let's create your visuals.

    First, navigate to the Map View tab.

    Fill in the underlined items on the left and click Show me the results.

    hashtag
    Creating a Visual for the Current Year

    Select the type of map you want by clicking (change) above the map on the right and select Median Income by ZIP code in...

    Add your data by selecting clicking the Map Layers button and selecting the data you would like to add.

    Finally, position the map as you would like and click on the Download button and Download map to create a screenshot of just the map.

    That's it! You're done with your school's current reach. Let's work on the 5-year forecast now.

    hashtag
    Create a visual for projections

    Click to fill the checkbox for 2025 Forecast and click download the map for the 2025 forecast.

    Now that you have your visuals you can insert them into your next presentation. Here's what that looks like for our Acorn School example.

    ​​

    Acorn School Today
    Acorn School 5 Years From Now
    file-download
    113B
    Market View Address Template
    arrow-up-right-from-squareOpen

    Jane

    Doe

    2134 KALORAMA RD NW, WASHINGTON DC 20008

    1ac

    1

    456 Cherry Lane

    New York

    NY

    12345

    Your Dataarrow-up-right
    file-download
    113B
    template-miscellaneous-data-market-view.csv
    arrow-up-right-from-squareOpen
    Miscellaneous data template
    Miscellaneous Dataarrow-up-right
    please reach outarrow-up-right
    Here is a map with the countries with the most accurate and least accurate geocoding. arrow-up-right

    Glossary

    hashtag
    American Community Survey (ACS)

    The American Community Survey (ACS) is a demographics survey program conducted by the U.S. Census Bureauarrow-up-right. It regularly gathers information previously contained only in the long form of the decennial censusarrow-up-right, such as ancestry, citizenship, educational attainment, income, language proficiency, migration, disabilityarrow-up-right, employment, and housing characteristics. These data are used by many public-sectorarrow-up-right, private-sectorarrow-up-right, and not-for-profit stakeholders to allocate funding, track shifting demographics, plan for emergencies, and learn about local communities.[1]arrow-up-right Sent to approximately 295,000 addresses monthly (or 3.5 million per year), it is the largest household survey that the Census Bureau administers.[2]arrow-up-right

    hashtag
    Children of Color

    For Market View, "Children of Color" or "Students of Color" are children aged 0-17 who do not identify as white. We acknowledge that this definition is lacking and problematic but unfortunately we are working from the Census data and have to work within its established categories.

    For Market View's purposes "children of color" equals the total amount of children minus white/non-hispanic children.

    hashtag
    Choropleth

    Pronounced "core-o-pleth".

    A choropleth map (from χῶρος (choros) 'area/region', and πλῆθος (plethos) 'multitude') is a type of statistical that uses , i.e., corresponding with an aggregate summary of a geographic characteristic within spatial enumeration units.

    People often confuse a choropleth map for a Market View does not contain heatmaps. Choropleths have distinct geographical boundaries for each color, whereas heatmaps show gradual color changes.

    hashtag
    Easy Analytic Software (EASI)

    EASI is a New York-based demographics data solutions and statistical estimating firm that specializes in consumer demographics. EASI takes public data, and provides it to NAIS along with their own projections.

    hashtag
    Family

    A family is a group of two people or more (one of whom is the householder) related by birth, marriage, or adoption and residing together; all such people (including related subfamily members) are considered as members of one family.

    hashtag
    Heatmap

    A heat map (or heatmap) is a technique that shows magnitude of a phenomenon as color in two dimensions. The variation in color may be by or , giving obvious visual cues to the reader about how the phenomenon is clustered or varies over space.

    hashtag
    Household

    A household consists of all the people who occupy a housing unit. A house, an apartment or other group of rooms, or a single room, is regarded as a housing unit when it is occupied or intended for occupancy as separate living quarters; that is, when the occupants do not live with any other persons in the structure and there is direct access from the outside or through a common hall.

    A household includes the related family members and all the unrelated people, if any, such as lodgers, foster children, wards, or employees who share the housing unit. A person living alone in a housing unit, or a group of unrelated people sharing a housing unit such as partners or roomers, is also counted as a household. The count of households excludes group quarters.

    hashtag
    Isochrone

    An isochrone map in and is a map that depicts the area accessible from a point within a certain time threshold. An (iso = equal, chrone = time) is defined as "a line drawn on a map connecting points at which something occurs or arrives at the same time".

    hashtag
    Median income

    The median income is the amount that divides a population into two equal groups, half having an income above that amount, and half having an income below that amount. It may differ from the (or ) income. The income that occurs most frequently is the income .

    hashtag
    Saturation

    Market View uses this formula to calculate saturation: A school's enrollment in a given ZIP, divided by the total school age population in that ZIP.

    hashtag
    Travel time

    Market View uses Mapbox to calculate travel times.

    Traffic Data speed predictions are calculated using the 300 million miles of de-identified location data collected daily from mobile devices running Mapbox-powered apps.

    We assume students are promoted each year, since we don't have grade level information for a student for each year

    Source: Wikipediaarrow-up-right
    Greekarrow-up-right
    thematic maparrow-up-right
    pseudocolorarrow-up-right
    colorarrow-up-right
    Source: Wikipediaarrow-up-right
    heatmap.
    Source: Census Bureauarrow-up-right
    data visualizationarrow-up-right
    huearrow-up-right
    intensityarrow-up-right
    Source: Wikipediaarrow-up-right
    Source: Census Bureauarrow-up-right
    geographyarrow-up-right
    urban planningarrow-up-right
    isochronearrow-up-right
    Source: Wikipediaarrow-up-right
    incomearrow-up-right
    meanarrow-up-right
    averagearrow-up-right
    modearrow-up-right
    Source: Wikipediaarrow-up-right
    Source: Mapboxarrow-up-right

    Release notes

    hashtag
    Market View 6

    hashtag
    Version 6.4.0

    • Remove old google analytics

    • Update wording in about our data page

    • Make entire nav boxes clickable

    • Redirect to /your-data after connecting veracross

    • Swap to show DASL value in column when there is a mismatch

    • Bump @percy/cli from 1.8.0 to 1.26.0

    • Add admissions data to standalone zip view

    • Update mapbox

    • Add forecasts to zip view

    • Update affordability statement text

    • Add a column for 10-year change to the overview tab of trends.

    • Add parenthetical percentages to race counts on data cards

    • Split feature flag for blackbaud and veracross

    • Fix for race breakdown percentages when zero

    • Update text around the beta

    • Change styling of the race breakdown percentages

    hashtag
    Version 6.1.0

    • Label counts for admissions list data as 'students' rather than

    • Add sparkles emoji to the new tag

    • Add overlay to tables that are scrolled horizontally

    hashtag
    Version 6.0.0

    • New "Your Data" section with ability to add admissions data

    • Enable a new section under trends: "Enrollment" that uses admissions data

    • Add in-app chat

    hashtag
    Market View 5

    hashtag
    Version 5.0.15

    • Update terms

    • Fix full-pay, partial-need, and full need labels on distribution chart when all of a particular section is deselected

    • Fix some library UI issues

    hashtag
    Version 5.0.8

    Released May 10, 2022

    • Change choropleth on trends/overview to be forecast percentage

    • Remove the dash in the drive time selectors

    hashtag
    Version 5.0.7

    Released May 2, 2022

    • Upgrade to 4.2 of Ember + addons

    • Delete the old research tab

    • Fix uploading multiple files and dropping files

    hashtag
    Version 5.0.6

    Released March 04, 2022

    • Allow duplicate addresses across datasets

    hashtag
    Version 5.0.5

    Released Feb 08, 2022

    • Add option of selecting boys, girls, children in the query paragraph on Map View

    • Improve render performance on the Map View when many zips are returned

    • Replace the forecast toggle with a checkbox

    hashtag
    Version 5.0.4

    Released June 16, 2021

    • Display names of ZIPs where they are displayed

    • Add additional controls to show and hide series on charts on the Trends tab

    • Add ability to save images of maps on Trends

    hashtag
    Version 5.0.3

    hashtag
    Released Jun 07, 2021

    • Improve the mobile UI of the trends area

    hashtag
    Version 5.0.2

    hashtag
    Released May 19, 2021

    • Add more debugging info around missing location info

    hashtag
    Version 5.0.1

    hashtag
    Released May 18, 2021

    • Adjust styles to make control sentence UI work on mobile

    • Change how copying works to possibly make it more reliable on Chrome

    • Add debugging around fetching zips if the lat and long are missing

    hashtag
    Version 5.0.0

    Released May 17, 2021

    • Add /trends section

    • Remove /research

    • Move Trends to be the landing page after login

    hashtag
    Market View 4

    hashtag
    Version 4.5.1

    Released May 03, 2021

    • Add /trends but keep it hidden until we're ready to release

    hashtag
    Version 4.5.0

    Released Mar 15, 2021

    • Add additional map color options and data about children of color

    • Close the upper-left hamburger menu when clicking anywhere outside of it

    • Display a tooltip on the map when clicking a point from an address dataset

    hashtag
    Version 4.4.0

    Released Jan 07, 2021

    • Appropriately title the filenames of downloads of charts

    • Appropriately title data in chart downloads

    • Hide duplicate dropdown navigation items (under hamburger) on desktop

    hashtag
    Version 4.3.0

    Released Dec 14, 2020

    • Change the selection of the visualization variable to a selection of map visualization by name

    • Default to showing 'Number of Children by Zip Code' map visualization

    • Default the map zoom to encompass all the zip codes in the result, rather than just the travel time border

    hashtag
    Version 4.2.0

    Released Dec 01, 2020

    • Update the icon for the menus on charts

    • Update the export options on charts

    • Add clarification about scope of data on the Demographics pane of the zip card

    hashtag
    Version 4.1.0

    Released Nov 09, 2020

    • Fix a bug where financial gap was not available in exports

    hashtag
    Version 4.0.0

    Released Oct 16, 2020

    • Use a hosted image for the twitter card

    Copy edits on sort bar on trends
  • Updates to trends/enrollments

  • Only use localstorage for map layer status on /map

  • Add admissions data section to map cards

  • Add choropleths for most recent and second most recent year applications

  • Request previous three years, not including current school year for

  • Display admissions items in the zip on the map, including a tooltip

  • Add filter to request for admissions list items on map to only get two most recent years

  • Update text of link to download upload template / Obscure client secret field on veracross form

  • Rename multiple to multiracial

  • Correct tutorial "hole" on filters on very wide monitors

  • Fix bug where zip codes would toggle visibility when mousing over

  • Update help link
  • Update terms and conditions

  • Format saturation and conversion totals as percentages with one decimal

  • Fixes for analysis chart

  • Add (last 10 years) to opportunities sort selector options

  • Fix text color of school tooltips on maps

  • Remove population series from diversity chart on my-school/trends

  • Update link to uploading field guide

  • Update Check Now links to Learn More and link to help sections

  • Implement the help modal on Your Data

  • Add terms notice to connect pages and data upload pages

  • Fix display of author on reports in library
  • Replace many address fields on school with one, 'address'

  • Remove zip labels on trends
  • Add tooltips on zip lists on trends

  • Add year selector to population change chart

  • Hide All Ages series by default on School-age population by age

  • Add tooltip for private schools on trends

  • Extend styles from trends to the rest of the app

  • Add percentage of children of total population as choropleth option

  • Display 'No addresses found' when no results searching for addresses

  • Remove boxes around data labels on column charts on map

  • Add query params to trends for drive time, centerpoint and tuition so they persist across tab and when sharing links

  • Persist layer selection status in local storage

  • Remove ability to edit age preferences

  • Change age buckets on trends to default buckets

  • Fix horizontal scroll on mobile

  • Create the new 'Your Data' route, available at /your-data

  • Update fields to correctly display PK-12 instead of K-12

  • Display a warning 5 minutes before a user's session will expire, giving the user the option to log in again or to keep working
  • Display a dialog when the user's session is expired, telling the user to log in again

  • Use contribution %s for financial gap calculations

  • Display a tooltip on income breakdown charts on cards to show the financial gap for each income range

  • Round affordability numbers to nearest 1000 to convey their fuzziness

  • Add a chart to trends/affordability to show the breakdown of tuition into financial gap and contribution

  • Add zones for full pay / partial need / full need to household income distribution by race chart on Trends

  • Add additional quotes to the landing page

  • Link ZIPs to an page with all data about that ZIP

  • Add a legend for the travel time display on maps on Trends
  • Fix a bug on the Map tab where clicking on a ZIP in the map that started with '0' would not scroll to the ZIP's card

  • Show labels on maps when zoomed out further

  • Show the tuition on saved reports

  • Fix the display of ZIPs on the maps in the Library

  • Various Copy Edits

  • Upgrade Ember

  • Upgrade Highcharts

  • Bugfix: Correctly get fresh data for forecasted reports when chosen search parameters change
  • Bugfix: Hide children-of-color data and maps until data can be corrected

  • Bugfix: Show the year of data displayed, not current year, under the income breakdown charts

  • Show a tooltip in the upper right of the map when a zip code is hovered with details for that zip

  • Make the Layer Selector and Report Downloads more prominently featured with icons in the upper right

  • Move the visualization variable scale over the map on the bottom right.

  • Makes consistent use of colors for typography

  • Include the # of Children of Color in selected age ranges on the zip card

  • When showing the forecast in the report results, show the % change for each value

  • Fix a display issue with labels that have tooltips

  • Update links to Help, add additional link to Help in the header
  • Bugfix: Fix styling of menus on library

  • Bugfix: Ensure files that are text/csv successfully upload

  • How to upload addresses
    https://drive.google.com/file/d/10thbACfSc9EfbXw1oIwR2rc8tbG63lxP/view?usp=sharingdrive.google.comchevron-right

    5. Assess tuition affordability

    This tutorial will help you get started with Market View. In 15 minutes, you'll have a data-rich visual you can drop into your next presentation to stakeholders at your school. Let's get started!

    Market View can help you make the case for a proposed tuition change. It can help you estimate how many households in your area can afford full tuition.

    Here are a few slides for our example school.

    circle-info

    Click on the images below to see them full screen.

    At the end of this 20-minute tutorial, you will have artifacts like these three slides.

    hashtag
    Getting Your Affordability Posture

    First, let's get our affordability posture.

    We'll navigate to the Affordability section.

    On the Summary tab, Market View gives us an estimate of how many households can afford full tuition. We can copy and paste this into presentation to create our first slide.

    hashtag
    Looking at Race/Ethnicity Household Income Distribution

    Next, we want to look at the distribution of household income by race/ethnicity.

    We'll click on the Race/Ethnicity tab.

    circle-info

    You can filter by income brackets and race/ethnicity by checking and unchecking the options in the respective dropdowns in the top right corner of the graph.

    You can download the graph by clicking the Download button. Now, you can add that image to your presentation.

    "Library" page

    Market View had a "Library" feature, which were bookmarks, links to the URLs to your reports. The feature was not used often, so we deprecated this feature. You can copy this functionality by using your browser bookmarks. When you get the location and parameters to a map you like, bookmark it in your browser to be able to quickly return to it.

    Note: neither Library bookmarks nor browser bookmarks preserve your layer selections, only your location and parameters set in the query paragrah.

    3. Find best bet ZIPs

    This tutorial will help you get started with Market View. In 15 minutes, you'll have a data-rich visual you can drop into your next presentation to stakeholders at your school. Let's get started!

    Market View can help you get really specific and look at specific ZIP codes. Here's how we might show that information for our example school.

    circle-info

    Click on the images below to see them full screen.

    At the end of this 10-minute tutorial, you will have artifacts like these four slides.

    hashtag
    Getting Detailed Information for Different ZIP Codes in Map View

    First, navigate to the Map View tab.

    Fill in the underlined items on the left and click Show me the results. The Map will update based on your search criteria.

    hashtag
    Sort ZIP codes by median income, number of children, and number of children of color

    You can Sort by median income, number of children, and number of children of color to start refining your search.

    hashtag
    Show 5-year Forecast

    We can take a look at how the market might change in the next 5 years by clicking the 2025 Forecast checkbox.

    You can get more detailed data by clicking the Your Data and Demographics accordion toggles.

    Now that you have the data you're interested in, you can start putting together a slide that tells a data-rich story.

    Here's an example where we are showing the total addressable market for the 20001 ZIP code and what the numbers for a five-year goal of 0.5% might look like.

    That's it! You're ready to get detailed data for your school's local market and tell your data story.

    4. Forecast changes

    This tutorial will help you get started with Market View. In 15 minutes, you'll have a data-rich visual you can drop into your next presentation to stakeholders at your school. Let's get started!

    Market View can help you identify trends for your local market. For example, let's say we wanted to look at affordability and race/ethnicity. We might want to show the Change in Average Household Income by Race/Ethnicity and Change in School-Aged Population by Race/Ethnicity.

    At the end of this 5-minute tutorial, you will have artifacts like these two slides. These are just two examples of the trends you can look at in Market View.

    hashtag
    Looking at Change in Average Household Income by Race/Ethnicity

    Let's first take a look at the Change in Average Household Income by Race/Ethnicity. We'll go to the Affordability section under the Trends tab in Market View.

    Next, we'll select Change in Average.

    We'll download an image of this graph by clicking the Download button in the top right.

    hashtag
    Looking at Change in School-Aged Population by Race/Ethnicity

    Now, let's grab our second graph that shows Change in School-Aged Population by Race/Ethnicity.

    We'll go to the Diversity section under the Trends tab in Market View.

    Next, we'll select Change.

    Finally, we'll download an image of this graph by clicking the Download button in the top right.

    That's it! We have the two graphs we need for our presentation. We can just drop them into our presentation like this.

    These are just two of 16 trend graphs available in Market View. Have fun digging into the data and trends for your local market!

    Sync data from DASL

    How and why to sync DASL data to Market View

    hashtag
    Importing DASL data

    Market View offers the ability to sync selected admission data from DASL.

    In order to begin the sync, visit the DASL Data page under Your Data.arrow-up-right You'll see a button that says "Refresh" or "Sync". Once you click the button, Market View will begin importing selected admission data.

    circle-info

    Note that Market View will never import or sync data without your knowledge. Every data import from DASL or other sources needs to be initiated by clicking the "Refresh" or "Sync" button.

    You'll see a notification at the bottom of your screen when the import is complete. Visit the in Market View to see what was synced.

    hashtag
    Editing DASL data

    If there is a conflict between the data you uploaded to Market View and the data you input into DASL, you'll see an icon with red crossed arrows. When you click that symbol, it will tell you which numbers are a mismatch. In the example below, you uploaded 232 for that variable, but you entered 89 into DASL. You cannot edit DASL data in Market View, but there is a handy link for you to edit each variable in DASL. "Edit on DASL" is the hyperlink you can click to fix DASL numbers. It will bring you directly to the exact cell you can edit.

    If the numbers are black and not red, that means there is no conflict between Market View and DASL.

    If the Market View numbers are wrong, head to the to adjust the counts for each bucket by deleting or adding spreadsheets, or importing from your admissions tool.

    hashtag
    Viewing DASL data in Market View

    Once you've imported your DASL data and everything looks good, you can head to to see your DASL data in action. All four of the charts on this tab include DASL data.

    The national averages included in these charts are the national average for schools entering data into DASL.

    hashtag
    Full table of DASL data available to import

    Topic
    Variable
    Variable ID

    Middle Eastern

    13579

    Enrollment by race

    Native American

    13580

    Enrollment by race

    Native Hawaiian/Other Pacific Islander

    13581

    Enrollment by race

    White

    13582

    Enrollment by race

    Two or More Races

    13583

    Enrollment by race

    Race Not Listed

    13659

    Enrollment by race

    Race Unsure/Not Reported

    13584

    Enrollment by race

    Total

    13591

    Enrollment by Ethnicity

    Latinx/Hispanic

    13637

    Enrollment by Ethnicity

    Not Latinx/Hispanic

    13641

    Enrollment by Ethnicity

    Ethnicity Unsure/Not Reported

    13642

    Enrollment by Ethnicity

    Total

    13785

    Enrollment by grade

    Preschool

    1528

    Enrollment by grade

    Kindergarten (Part-Time)

    3468

    Enrollment by grade

    Kindergarten

    1515

    Enrollment by grade

    Pre-First Grade

    8625

    Enrollment by grade

    Grade 1

    1454

    Enrollment by grade

    Grade 2

    1458

    Enrollment by grade

    Grade 3

    1459

    Enrollment by grade

    Grade 4

    1460

    Enrollment by grade

    Grade 5

    1461

    Enrollment by grade

    Grade 6

    1462

    Enrollment by grade

    Grade 7

    1463

    Enrollment by grade

    Grade 8

    1464

    Enrollment by grade

    Grade 9

    1465

    Enrollment by grade

    Grade 10

    1455

    Enrollment by grade

    Grade 11

    1456

    Enrollment by grade

    Grade 12

    1457

    Enrollment by grade

    Postgraduate

    1527

    Admissions Activity

    Admissions applications

    1198

    Admissions Activity

    New students accepted, total

    1129

    Admissions Activity

    Newly enrolled, total

    1909

    Admissions Activity

    Acceptance rate

    3111

    Admissions Activity

    Yield Rate

    3368

    Admissions Activity

    Attrition Rate, total

    1229

    Admissions Activity

    Attrition Rate, students of color

    4162

    Admissions Activity

    Inquiries previous year, total

    1803

    Tution & Financial Aid

    Number of financial aid recipients

    14040

    Tution & Financial Aid

    Percentage of *new* students receiving financial aid

    14046

    Tution & Financial Aid

    Percentage of *returning* students receiving financial aid

    14047

    Tution & Financial Aid

    Number of financial aid applications

    1924

    Tution & Financial Aid

    Total aid awarded

    1502

    Enrollment

    Total school enrollment

    1501

    Enrollment by race

    Asian

    13577

    Enrollment by race

    Black/African American

    13578

    DASL data pagearrow-up-right
    Admission Data pagearrow-up-right
    Trends > Enrollment Trendsarrow-up-right

    Enrollment by race

    ZIPs without data

    The list of ZIPs for which Market View doesn't include data.

    Here is the list of ZIPs for which Market View doesn't include data. Some ZIPs are in military locations, or college campuses. The Census doesn't consider those ZIPs to have permanent residences, so we don't have data for those ZIPs. Other ZIPs are islands, territories or remote locations. Please reach out if you have questions or think a ZIP shouldn't be on this list.

    00501
    01003
    01063
    01102
    01111
    01144
    01152
    01199
    01252
    01441
    01471
    01546
    01615
    01653
    01655
    01805
    01812
    01815
    01889
    01899
    01910
    02044
    02201
    02203
    02211
    02212
    02217
    02222
    02241
    02283
    02297
    02325
    02344
    02348
    02349
    02357
    02477
    02714
    02902
    02912
    02918
    03108
    03111
    03305
    03435
    03575
    03589
    03756
    03803
    04033
    04034
    04109
    04122
    04123
    04124
    04333
    04336
    04420
    04469
    04637
    04751
    04775
    05009
    05405
    05439
    05479
    05501
    05603
    05604
    05609
    05620
    05633
    05671
    05901
    06006
    06030
    06041
    06080
    06101
    06104
    06115
    06150
    06151
    06152
    06153
    06154
    06155
    06156
    06160
    06161
    06167
    06180
    06183
    06199
    06245
    06269
    06408
    06411
    06459
    06493
    06494
    06509
    06537
    06538
    06540
    06673
    06699
    06701
    06749
    06792
    06828
    06857
    06858
    06860
    06888
    06910
    06912
    06926
    06927
    07097
    07099
    07193
    07399
    07495
    07510
    07699
    07703
    07715
    07799
    07806
    07890
    08405
    08541
    08544
    08625
    08646
    08647
    08666
    08899
    08933
    10020
    10041
    10043
    10045
    10055
    10080
    10081
    10087
    10102
    10103
    10104
    10105
    10106
    10107
    10110
    10111
    10112
    10114
    10115
    10117
    10118
    10119
    10120
    10121
    10122
    10123
    10124
    10125
    10138
    10151
    10152
    10153
    10154
    10155
    10158
    10164
    10165
    10166
    10167
    10168
    10169
    10170
    10171
    10172
    10173
    10174
    10175
    10176
    10177
    10178
    10179
    10199
    10203
    10212
    10261
    10271
    10278
    10279
    10281
    10285
    10286
    10311
    10610
    11042
    11120
    11241
    11242
    11245
    11251
    11252
    11256
    11351
    11359
    11381
    11405
    11425
    11437
    11451
    11499
    11549
    11555
    11556
    11599
    11695
    11760
    11773
    11794
    11815
    11853
    12055
    12222
    12223
    12226
    12227
    12228
    12229
    12230
    12231
    12232
    12233
    12234
    12235
    12237
    12239
    12240
    12242
    12243
    12246
    12247
    12250
    12255
    12257
    12260
    12288
    12345
    12504
    12555
    12604
    13024
    13362
    13671
    13699
    14144
    14241
    14260
    14263
    14264
    14267
    14270
    14272
    14273
    14627
    14638
    14639
    14642
    14643
    14644
    14646
    14647
    14649
    14650
    14651
    14652
    14653
    14694
    14831
    15096
    15123
    15240
    15250
    15258
    15259
    15260
    15261
    15262
    15272
    15276
    15277
    15278
    15282
    15289
    15290
    15339
    15510
    15605
    15705
    15822
    16016
    16017
    16018
    16172
    16366
    16367
    16369
    16444
    16475
    16515
    16522
    16530
    16531
    16534
    16538
    16541
    16544
    16546
    16550
    16553
    16563
    16654
    16698
    16699
    17071
    17089
    17107
    17120
    17121
    17122
    17123
    17124
    17125
    17126
    17127
    17129
    17130
    17140
    17177
    17333
    17335
    17375
    17699
    17705
    17731
    17822
    17883
    17932
    18003
    18098
    18195
    18341
    18348
    18448
    18449
    18515
    18626
    18711
    18762
    18764
    18765
    18766
    18769
    18773
    18820
    18827
    18991
    19019
    19091
    19108
    19113
    19170
    19172
    19175
    19176
    19181
    19182
    19188
    19192
    19195
    19255
    19339
    19340
    19345
    19371
    19383
    19424
    19429
    19712
    19716
    19718
    19721
    19726
    19735
    19880
    19884
    19890
    19891
    19892
    19894
    19895
    19896
    19897
    19898
    19905
    20042
    20045
    20047
    20049
    20052
    20053
    20055
    20057
    20058
    20059
    20060
    20062
    20063
    20064
    20065
    20066
    20069
    20070
    20071
    20073
    20076
    20080
    20101
    20102
    20103
    20104
    20149
    20189
    20192
    20201
    20202
    20203
    20204
    20206
    20207
    20208
    20210
    20212
    20213
    20215
    20216
    20217
    20218
    20219
    20220
    20221
    20222
    20223
    20224
    20226
    20227
    20228
    20229
    20230
    20233
    20235
    20237
    20239
    20240
    20241
    20242
    20245
    20250
    20254
    20260
    20268
    20270
    20301
    20303
    20306
    20310
    20318
    20319
    20330
    20340
    20350
    20370
    20372
    20373
    20374
    20375
    20376
    20380
    20388
    20390
    20391
    20392
    20395
    20398
    20401
    20403
    20405
    20407
    20408
    20410
    20411
    20412
    20413
    20414
    20415
    20416
    20417
    20418
    20419
    20420
    20421
    20422
    20423
    20424
    20425
    20426
    20427
    20428
    20429
    20431
    20433
    20434
    20435
    20436
    20437
    20439
    20440
    20441
    20442
    20444
    20447
    20451
    20456
    20460
    20463
    20472
    20500
    20503
    20505
    20506
    20507
    20508
    20510
    20515
    20520
    20521
    20522
    20523
    20524
    20525
    20526
    20527
    20528
    20529
    20530
    20531
    20533
    20534
    20535
    20536
    20538
    20540
    20542
    20543
    20544
    20546
    20547
    20548
    20549
    20551
    20552
    20553
    20554
    20560
    20565
    20566
    20570
    20571
    20572
    20575
    20576
    20577
    20579
    20580
    20581
    20585
    20586
    20588
    20590
    20591
    20593
    20597
    20598
    20599
    20635
    20643
    20742
    20771
    20790
    20797
    20799
    20810
    20857
    20889
    20892
    20894
    20897
    20899
    20993
    21031
    21062
    21065
    21233
    21235
    21241
    21250
    21251
    21252
    21278
    21287
    21290
    21298
    21405
    21411
    21709
    21746
    21792
    21857
    21890
    22035
    22037
    22067
    22081
    22082
    22107
    22108
    22109
    22135
    22158
    22160
    22185
    22212
    22214
    22217
    22226
    22227
    22230
    22240
    22243
    22332
    22333
    22350
    22412
    22552
    22558
    22807
    22908
    22909
    22989
    23160
    23173
    23186
    23232
    23249
    23250
    23269
    23273
    23284
    23286
    23289
    23291
    23293
    23295
    23297
    23298
    23326
    23419
    23460
    23463
    23465
    23482
    23515
    23519
    23529
    23551
    23630
    23668
    23681
    23709
    23806
    23870
    23891
    23909
    23943
    24020
    24040
    24043
    24061
    24113
    24142
    24215
    24513
    24514
    24515
    24887
    25152
    25185
    25305
    25317
    25333
    25335
    25350
    25389
    25396
    25665
    25719
    25755
    25771
    25943
    26106
    26120
    26121
    26229
    26306
    26506
    27094
    27099
    27108
    27109
    27110
    27150
    27152
    27155
    27157
    27199
    27237
    27268
    27294
    27411
    27412
    27495
    27497
    27498
    27499
    27531
    27599
    27625
    27635
    27640
    27656
    27668
    27676
    27690
    27695
    27697
    27699
    27706
    27708
    27710
    27711
    27815
    27968
    28035
    28201
    28219
    28223
    28228
    28244
    28246
    28255
    28260
    28263
    28272
    28274
    28280
    28281
    28282
    28284
    28285
    28287
    28288
    28308
    28407
    28533
    28542
    28545
    28608
    28633
    28656
    28810
    29117
    29208
    29214
    29215
    29217
    29218
    29219
    29220
    29222
    29225
    29226
    29228
    29319
    29395
    29409
    29424
    29425
    29613
    29614
    29632
    29634
    29647
    29733
    29734
    29808
    29899
    29939
    30026
    30029
    30063
    30069
    30090
    30098
    30099
    30118
    30119
    30149
    30270
    30304
    30320
    30322
    30334
    30348
    30353
    30361
    30368
    30369
    30371
    30374
    30375
    30378
    30380
    30384
    30388
    30392
    30396
    30460
    30597
    30598
    30599
    30609
    30612
    30912
    31026
    31062
    31136
    31207
    31213
    31295
    31296
    31314
    31524
    31699
    31704
    31993
    31999
    32026
    32099
    32142
    32214
    32231
    32232
    32306
    32399
    32434
    32509
    32511
    32512
    32520
    32521
    32610
    32611
    32723
    32745
    32799
    32816
    32834
    32885
    32886
    32896
    32899
    32919
    33039
    33072
    33102
    33106
    33112
    33188
    33191
    33192
    33195
    33198
    33199
    33206
    33336
    33388
    33394
    33464
    33499
    33620
    33630
    33631
    33633
    33655
    33660
    33661
    33729
    33730
    33769
    33888
    33911
    33965
    34249
    34260
    35229
    35246
    35249
    35254
    35283
    35285
    35288
    35290
    35291
    35293
    35294
    35295
    35298
    35487
    35609
    35632
    35809
    35893
    35896
    35897
    35898
    35899
    36082
    36112
    36118
    36119
    36130
    36131
    36132
    36177
    36191
    36503
    36628
    36644
    36675
    36688
    36849
    37044
    37089
    37131
    37132
    37161
    37227
    37230
    37232
    37234
    37235
    37236
    37238
    37240
    37241
    37242
    37243
    37244
    37246
    37250
    37383
    37501
    37614
    37669
    37699
    37929
    37995
    37996
    37998
    38055
    38136
    38137
    38145
    38151
    38152
    38157
    38159
    38161
    38163
    38166
    38188
    38193
    38194
    38197
    38505
    38677
    38733
    38875
    39058
    39210
    39217
    39269
    39298
    39309
    39406
    39407
    39522
    39529
    39595
    39632
    39710
    39901
    40032
    40122
    40221
    40225
    40231
    40266
    40280
    40281
    40282
    40283
    40289
    40292
    40295
    40297
    40298
    40384
    40404
    40506
    40526
    40536
    40546
    40550
    40603
    40621
    40750
    41019
    41025
    41037
    41061
    41099
    41114
    43041
    43069
    43093
    43194
    43218
    43236
    43251
    43260
    43266
    43271
    43287
    43291
    43403
    43523
    43652
    43654
    43659
    43660
    43667
    43699
    43736
    44073
    44101
    44190
    44192
    44194
    44195
    44237
    44242
    44315
    44316
    44317
    44325
    44326
    44328
    44486
    44555
    44750
    44767
    44888
    45051
    45114
    45221
    45234
    45235
    45263
    45264
    45267
    45268
    45280
    45298
    45299
    45367
    45374
    45412
    45422
    45423
    45435
    45448
    45469
    45470
    45481
    45699
    45999
    46014
    46207
    46209
    46213
    46249
    46255
    46277
    46282
    46283
    46285
    46298
    46355
    46626
    46769
    46801
    46912
    46971
    47132
    47190
    47306
    47405
    47464
    47549
    47721
    47722
    47737
    47747
    47750
    47809
    47907
    48007
    48086
    48109
    48222
    48231
    48232
    48233
    48242
    48255
    48264
    48267
    48269
    48275
    48277
    48288
    48397
    48550
    48551
    48552
    48553
    48554
    48555
    48556
    48557
    48663
    48667
    48670
    48674
    48686
    48710
    48787
    48887
    48913
    48916
    48918
    48922
    48924
    48929
    48930
    48951
    48956
    49039
    49104
    49351
    49355
    49356
    49357
    49413
    49560
    49737
    49739
    50012
    50037
    50306
    50319
    50328
    50331
    50334
    50368
    50391
    50392
    50395
    50398
    50614
    50661
    51603
    52204
    52243
    52498
    52499
    52557
    53062
    53102
    53259
    53263
    53274
    53278
    53288
    53290
    53293
    53295
    53542
    53595
    53596
    53702
    53777
    53783
    53784
    53788
    53791
    53792
    53793
    53957
    53958
    54226
    54344
    54492
    54764
    54774
    54816
    54906
    54919
    55078
    55083
    55144
    55145
    55146
    55155
    55164
    55170
    55450
    55459
    55467
    55470
    55474
    55479
    55480
    55484
    55485
    55486
    55487
    55488
    55569
    55572
    55592
    55593
    55599
    55730
    55745
    55814
    55905
    55988
    56084
    56140
    56210
    56372
    56393
    56395
    56396
    56562
    56563
    56577
    56687
    57117
    57186
    57197
    57198
    57326
    57399
    57563
    57656
    57661
    57770
    57799
    58076
    58121
    58122
    58124
    58125
    58126
    58202
    58205
    58207
    58405
    58505
    58707
    59036
    59116
    59620
    59623
    59625
    59626
    59812
    59835
    59921
    60019
    60037
    60038
    60055
    60086
    60094
    60105
    60116
    60117
    60128
    60132
    60179
    60196
    60197
    60199
    60208
    60599
    60666
    60668
    60669
    60670
    60673
    60674
    60675
    60677
    60678
    60681
    60685
    60686
    60688
    60691
    60693
    60694
    60695
    60696
    60697
    60701
    61299
    61558
    61613
    61625
    61629
    61630
    61633
    61634
    61635
    61636
    61637
    61638
    61639
    61641
    61643
    61709
    61710
    61758
    61790
    61791
    61799
    62026
    62259
    62329
    62660
    62706
    62715
    62716
    62722
    62723
    62739
    62756
    62757
    62761
    62763
    62764
    62765
    62767
    62769
    62777
    62781
    62786
    62794
    62829
    62834
    62840
    62973
    63045
    63099
    63150
    63155
    63160
    63164
    63167
    63180
    63199
    63666
    64002
    64065
    64102
    64121
    64162
    64180
    64184
    64197
    64198
    64199
    64999
    65103
    65105
    65106
    65107
    65108
    65111
    65211
    65212
    65215
    65216
    65217
    65218
    65299
    65409
    65623
    65890
    65897
    65898
    65899
    66031
    66045
    66115
    66160
    66250
    66251
    66276
    66506
    66620
    66621
    66622
    66624
    66625
    66626
    66629
    66636
    66683
    66699
    67260
    67276
    68056
    68172
    68175
    68178
    68179
    68180
    68182
    68183
    68197
    68198
    68583
    68588
    68849
    69160
    69190
    70060
    70081
    70139
    70142
    70143
    70145
    70146
    70148
    70159
    70160
    70161
    70163
    70165
    70167
    70170
    70310
    70402
    70504
    70609
    70629
    70792
    70803
    70825
    70826
    70827
    70893
    70894
    71102
    71120
    71130
    71150
    71151
    71209
    71212
    71272
    71309
    71359
    71377
    71443
    71497
    71998
    71999
    72035
    72099
    72149
    72199
    72255
    72295
    72545
    72657
    72716
    72905
    72919
    73019
    73124
    73125
    73190
    73194
    73301
    73523
    73705
    74077
    74078
    74102
    74121
    74141
    74171
    74172
    74335
    75099
    75242
    75260
    75262
    75270
    75277
    75283
    75284
    75301
    75303
    75312
    75320
    75326
    75390
    75397
    75599
    75799
    75834
    75962
    76019
    76122
    76129
    76190
    76192
    76196
    76199
    76203
    76402
    76508
    76596
    76598
    76599
    76797
    76798
    76799
    76855
    76909
    76949
    77201
    77203
    77204
    77212
    77216
    77315
    77337
    77341
    77399
    77555
    77710
    77843
    77844
    78001
    78135
    78206
    78241
    78243
    78246
    78279
    78284
    78288
    78289
    78350
    78419
    78682
    78710
    78712
    78772
    78774
    78778
    78779
    78843
    79016
    79051
    79178
    79221
    79338
    79402
    79430
    79457
    79491
    79697
    79698
    79699
    79832
    79848
    79916
    79918
    79920
    79960
    79968
    80038
    80208
    80225
    80257
    80261
    80263
    80264
    80265
    80266
    80271
    80273
    80274
    80290
    80293
    80294
    80299
    80309
    80310
    80419
    80425
    80523
    80551
    80553
    80638
    80639
    80826
    80912
    80913
    80941
    80942
    80946
    80947
    80950
    80977
    80997
    81009
    81010
    81011
    81012
    81038
    81102
    81227
    81231
    81414
    82002
    82005
    82006
    82061
    82071
    82840
    83209
    83415
    83441
    83460
    83652
    83708
    83720
    83724
    83725
    83726
    83728
    83735
    83844
    84114
    84132
    84133
    84134
    84138
    84139
    84143
    84145
    84148
    84150
    84180
    84184
    84190
    84199
    84201
    84322
    84407
    84408
    84602
    84640
    84710
    84715
    84734
    84740
    84749
    84755
    84773
    84775
    85026
    85038
    85062
    85287
    85369
    85371
    85707
    85709
    85721
    85723
    85724
    85744
    85775
    85942
    86011
    86016
    87101
    87115
    87117
    87131
    87151
    87158
    87503
    87545
    87830
    88006
    88036
    88244
    88575
    88590
    89037
    89070
    89150
    89151
    89152
    89153
    89154
    89155
    89177
    89195
    89199
    89437
    89496
    89520
    89557
    89595
    89711
    89712
    89713
    89714
    90052
    90074
    90080
    90084
    90090
    90095
    90096
    90261
    90263
    90312
    90407
    90410
    90411
    90506
    90509
    90624
    90639
    90671
    90747
    90822
    90831
    90840
    90844
    90846
    90895
    91121
    91123
    91124
    91125
    91126
    91129
    91182
    91184
    91185
    91188
    91189
    91199
    91329
    91330
    91371
    91383
    91410
    91495
    91496
    91521
    91522
    91523
    91608
    91611
    91612
    91714
    91716
    91735
    91756
    91772
    92055
    92092
    92093
    92096
    92132
    92135
    92136
    92147
    92152
    92155
    92158
    92161
    92179
    92182
    92186
    92187
    92197
    92199
    92350
    92357
    92403
    92415
    92418
    92521
    92522
    92599
    92697
    92698
    92864
    92899
    93009
    93043
    93064
    93099
    93106
    93107
    93199
    93208
    93246
    93282
    93407
    93408
    93409
    93410
    93599
    93724
    93740
    93741
    93750
    93760
    93761
    93764
    93765
    93786
    93844
    93888
    94026
    94120
    94128
    94137
    94139
    94143
    94144
    94145
    94203
    94205
    94206
    94209
    94230
    94240
    94250
    94252
    94256
    94258
    94280
    94295
    94497
    94527
    94529
    94575
    94613
    94614
    94615
    94649
    94666
    94850
    94974
    94999
    95053
    95101
    95115
    95191
    95192
    95194
    95196
    95211
    95229
    95296
    95297
    95343
    95532
    95671
    95721
    95799
    95836
    95840
    95867
    95894
    95929
    95976
    96838
    96840
    96843
    96844
    96846
    96848
    96849
    96850
    96853
    96854
    96857
    96858
    96859
    96860
    96861
    96863
    97076
    97077
    97079
    97129
    97250
    97251
    97252
    97253
    97254
    97256
    97258
    97310
    97311
    97312
    97314
    97331
    98129
    98131
    98154
    98158
    98161
    98170
    98174
    98181
    98185
    98190
    98191
    98195
    98207
    98278
    98314
    98348
    98352
    98378
    98397
    98398
    98413
    98416
    98447
    98481
    98493
    98497
    98504
    98505
    98599
    98637
    99164
    99251
    99252
    99256
    99258
    99260
    99513
    99529
    99530
    99545
    99547
    99559
    99561
    99563
    99599
    99608
    99619
    99622
    99633
    99637
    99638
    99641
    99647
    99651
    99667
    99680
    99681
    99690
    99695
    99697
    99704
    99723
    99734
    99761
    99766
    99775
    99850
    99950

    Market View use cases