Tip Sheet (TP21-09) MAY 7, 2021 Upcoming 2021 Product Calendar — The U.S. Census Bureau has posted anticipated release dates for each regular and recurring statistical product scheduled for release in 2021. These products are listed in the Census Bureau's online product calendar, which is updated as needed throughout the year. AAPOR Research Conference — U.S. Census Bureau researchers and other survey research professionals across the nation will present findings at the 76th Annual American Association for Public Opinion Research Conference. This year's conference is a forum for Census Bureau staffers to present and discuss their research on a spectrum of topics. (Scheduled for May 11-14.) COVID-19 TOPx Solutions Showcase — The Census Open Innovation Labs, in partnership with the Department of Health and Human Services, is set to host a virtual event May 25, showcasing digital products designed to address COVID-19 pandemic-related diagnostic challenges. These digital products were created through a TOPx collaborative sprint with leading government and industry experts; TOPx is an initiative of The Opportunity Project. (Scheduled for May 25.) 2020 Census 2020 Census Data Processing and Data Quality Blog Series — Census Bureau experts will dive more deeply into a range of data processing and quality-related topics through a series of blogs. (Scheduled for release periodically throughout 2021.) - Upcoming blog topics include: Post-Enumeration Survey and additional quality metrics.
- Previously posted blogs: Apportionment Population Counts and What to Expect on Release Day, How Apportionment is Calculated, The 2020 Census: Our Growing Nation, Examining Operational Quality Metrics, Comparisons to Benchmarks as a Measure of Quality, Modernizing Privacy Protections for the 2020 Census: Next Steps, How We Unduplicated Responses in the 2020 Census, 2020 Census Data Review, How We Complete the Census When Households or Group Quarters Don't Respond, Administrative Records and the 2020 Census,2020 Census Processing Update, Census Data Processing 101, Timeline for Releasing Redistricting Data, Ensuring a Robust and Accurate Data Quality Analysis in the 2020 Census, Adapting Field Operations to Meet Unprecedented Challenges, Finding 'Anomalies' Illustrates 2020 Census Quality Checks Are Working, 2020 Census Group Quarters, Introduction to Quality Indicators: Operational Metrics.
2020 Census Paid Temporary Workers — Each Tuesday, the U.S. Census Bureau will release the total number of 2020 Census paid temporary workers that earned any pay. The data tables include national totals for all 50 states and the District of Columbia. (Scheduled for release each Tuesday.) Demographic Vintage 2020 Population Estimates — The U.S. Census Bureau will release Vintage 2020 evaluation estimates for July 1, 2020, on a rolling basis in May and June as a limited number of downloadable data sets. The next release includes estimates of total population and components of change for counties, metropolitan and micropolitan areas, and Puerto Rico; estimates of total population for Puerto Rico municipios; and estimates of population by limited characteristics for the U.S. and Puerto Rico. These estimates are based on the 2010 Census and were created without incorporation or consideration of the 2020 Census results. For information on how the Vintage 2020 estimates differ from the American Community Survey 2020 Demographic Analysis, and the 2020 Census, view the "Upcoming U.S. Population Releases" fact sheet. For detailed timing of specific population and housing unit estimates products, visit <www.census.gov/programs-surveys/popest/about/schedule.html>. (Upcoming releases scheduled for May 27 and June 17.) Household Pulse Survey — The experimental Household Pulse Survey is an effort by the U.S. Census Bureau and other federal statistical agencies to document temporal trends in how individuals are experiencing business curtailment and closures, stay-at-home orders, school closures, changes in spending patterns, and other abrupt and significant changes to American life. Data collection for phase 3.1 will begin April 14. The Census Bureau will disseminate data tables on a biweekly basis starting May 5 through July 14, 2021. The final public use files for the phase will be released through July 14, 2021. Economic Exploring Census Data Webinar Series: Innovation at Census: Experimental Data Products — During this webinar, the Census Bureau's subject matter experts will present several innovative products developed to provide new and timely data. You will learn how to access these valuable resources through real-world case studies and examples. The webinar includes the opportunity for Q&A. (Scheduled for May 12.) 2020 Annual Survey of Public Employment and Payroll — These statistics provide a comprehensive look at the employment of the nation's state and local governments. The survey provides state and local government data on full- and part-time employment, full-time equivalent employment, and payroll statistics by governmental function. Public employment and payroll data are used by federal, state and local governments and educational and research organizations for a variety of activities such as the development of the government component of the gross domestic product and for comparative studies. More detailed information and tables can be found at <www.census.gov/programs-surveys/apes.html>. (Schedule for release May 13.) Annual Survey of School System Finances — The U.S. Census Bureau will release new Annual Survey of School System Finances tables. The tables will provide new data on spending per public school pupil (pre-K through 12th grade) in addition to data on national and state revenue and debt in all 50 states and the District of Columbia. (Scheduled for release May 18.) The Spatial Structure of U.S. Metropolitan Employment — Urban researchers have long debated the extent to which metropolitan employment is monocentric, polycentric or diffuse. This presentation uses high-resolution data based on unemployment insurance wage records to show that employment in U.S. metropolitan areas is not centralized but is spatially concentrated. Unlike residents, who form a continuous surface covering most parts of each metropolitan area, jobs have a bimodal spatial distribution, with most blocks containing no jobs whatsoever and a small number having extremely high employment densities. Across the 100 largest metropolitan statistical areas, about 75% of jobs are located on the 6.5% of built land in census blocks with at least twice as many jobs as people. These relative proportions are extremely consistent across cities, even though they vary greatly in the physical density at which they are constructed. (Scheduled for May 19.) 2019 ZIP Code Business Patterns — The ZIP Code Business Patterns (ZBP) upcoming annual series release provides 2019 economic data at the ZIP code level. ZBP data include the number of establishments at the employment-size class by industry level (2- through 6-digit NAICS). ZBP data also include the number of establishments, employment during the week including March 12, first quarter and annual payroll at the total for all sectors level NAICS 00. (Scheduled for release May 27.) Annual Survey of Public Pensions: 2020 — The Annual Survey of Public Pensions provides a comprehensive look at the financial activity of the nation's state and locally administered defined benefit pension systems, including cash and investment holdings, receipts, payments, pension obligations and membership information. Statistics are available at the national level and for individual states. State and Locally Administered Defined Benefits data will also be released. (Tentatively scheduled for release May 28.) Characteristics of New Housing: 2020 — Using data collected by the U.S. Census Bureau's Survey of Construction, which is jointly funded by the Department of Housing and Urban Development, this report provides annual statistics on the characteristics of new privately owned residential structures by census region. The report includes characteristics such as the number of bedrooms and bathrooms, the location of the laundry, presence of homeowner's association, the buyer's source of financing, and the structure's square footage. (Scheduled for release June 1.) Small Business Pulse Survey — The Small Business Pulse Survey measures the effect of changing business conditions during the coronavirus pandemic on our nation's small businesses, complimenting existing Census Bureau data collections by providing high-frequency, detailed information on the challenges small businesses are facing. The survey includes information on small business operations and finances, requests and receipt of assistance, COVID-19 vaccinations and testing, and measures of overall well-being and expectations for recovery. Weekly data downloads and visualizations are available at the national, sector, state and metropolitan statistical area (MSA) level for the largest 50 MSAs and Puerto Rico. Sub-sector and state-by-sector data are also available for download. Phase 5 data collection is expected to begin in May. Monthly Business Formation Statistics — The Business Formation Statistics (BFS) provide timely and high-frequency data and business applications and employer business formations on a monthly basis. The data are available at the state, regional and national levels and by 2-digit NAICS industry sector at the national level. The next monthly BFS release is May 12, 2021, and will include April 2021 data. Stats for Stories Stats for Stories provides links to timely story ideas highlighting the U.S. Census Bureau's newsworthy statistics that relate to current events, observances, holidays and anniversaries. The story ideas are intended to assist the media in story mining and producing content for their respective audiences. Europe Day: May 9, 2021 National Police Week: May 9-15, 2021 NHL Stanley Cup Playoffs: May 11* to July 15*, 2021 (*Subject to change) Armed Forces Day: May 15, 2021 Tax Day (delayed by IRS): May 17, 2021 Waitstaff Day: May 21, 2021 National Maritime Day: May 22, 2021 Memorial Day: May 31, 2021 Tennessee 225th Anniversary of Statehood (1796): June 1, 2021 American Housing Month: June 2021 National Caribbean-American Month: June 2021 National Ocean Month: June 2021 Great Outdoors Month: June 2021 LGBT Pride Month: June 2021 National Dairy Month: June 2021 Atlantic Hurricane Season: June 1 - November 30, 2021 Cheese Day: June 4, 2021 National Doughnut Day: June 4, 2021 Multiracial Heritage Week: June 6-12, 2021 Day of Portugal: June 10, 2021 Philippines Independence Day (1898): June 12, 2021 International & National Children's Day: June 13, 2021 Arkansas 185th Anniversary of Statehood (1836): June 15, 2021 National Nursing Assistants Day & Week: June 17 & 17-23, 2021 Juneteenth (1865): June 19, 2021 Summer 2021: June 20-Sepember 22, 2021 Father's Day: June 20, 2021 Multimedia Radio Upcoming segments include pedaling the benefits in "National Bike Month" (May 20) and adoring a vacuum in "Dust Busting" (June 8). The daily features are available at <www.census.gov/library/audio/profile-america.html>. The menu options allow selection for Profile America and Al Dia with download options for MP3 and WAV files or zip files for the entire month (MP3). Recently Released (Released since April 23, 2021) National Advisory Committee Spring Meeting — The National Advisory Committee on Racial, Ethnic and Other Populations (NAC) 2021 Spring Meeting was held virtually May 6-7, 2021. Experts and representatives of various organizations from all over the nation will discussed census programs, operations and innovative processes. The NAC Spring Meeting page contained the agenda, live stream registration link and other general information. Members of the media should contact the Public Information Office at 301-763-3030 or PIO@census.gov. Census Bureau's Participation in PAA 2021 Annual Conference — Researchers from the U.S. Census Bureau will join other demographers, sociologists, economists and professionals from across the country and from different disciplines at the annual Population Association of America virtual conference from May 5-8, 2021. 2020 Census Census Bureau Releases Latest Privacy Protection Demonstration Data — April 28 — Today the U.S. Census Bureau released a new set of "demonstration data" to help the data user community evaluate the latest update to the new Disclosure Avoidance System that will protect published 2020 Census Public Law (P.L.) 94-171 Redistricting data. The demonstration data use previously released 2010 Census data to illustrate the impact of the latest iteration of the new system. As with previous censuses, the disclosure avoidance methods – also known as differential privacy – are not applied to the apportionment census counts. 2020 Census Apportionment Results Delivered to the President — April 26 — The U.S. Census Bureau announced that the 2020 Census shows the resident population of the United States on April 1, 2020, was 331,449,281. The U.S. resident population represents the total number of people living in the 50 states and the District of Columbia. The resident population increased by 22,703,743 or 7.4% from 308,745,538 in 2010. "The American public deserves a big thank you for its overwhelming response to the 2020 Census," Secretary of Commerce Gina Raimondo said. "Despite many challenges, our nation completed a census for the 24th time. This act is fundamental to our democracy and a declaration of our growth and resilience. I also want to thank the team at the U.S. Census Bureau, who overcame unprecedented challenges to collect and produce high-quality data that will inform decision-making for years to come." Census Bureau Releases Quality Indicators on 2020 Census — April 26 — The U.S. Census Bureau released information about the quality of the 2020 Census from two methods: (1) analyses that compare the first census results to other ways of measuring the population, and (2) metrics that provide insight into the census operations. The Census Bureau accelerated plans for releasing this information because of increased interest in how COVID-19 and its impact on operations may have impacted the quality of the 2020 Census. This is the first time that the Census Bureau has released such detailed analyses and operational quality metrics on the same day as the first population counts. Quality Metrics With First 2020 Census Results — April 26 — Affirming its commitment to data quality and transparency, the U.S. Census Bureau, for the first time, released a number of data quality indicators following the announcement of the first results from the 2020 Census. News Conference to Announce 2020 Census Population Counts — April 26 —The U.S. Census Bureau has completed data processing for the first 2020 Census results — state population counts used to apportion the seats in the U.S. House of Representatives among the 50 states. The Census Bureau will hold a virtual news conference to release these results on Monday, April 26, 2021. The results will include population totals for the nation and the states as well as the congressional apportionment totals for each state. Apportionment is the process of distributing the 435 memberships, or seats, in the U.S. House of Representatives among the 50 states based on the apportionment population counts from the 2020 Census. The apportionment population consists of the resident population of the 50 states, plus the overseas military and federal civilian employees and their dependents living with them who could be allocated to a home state. Demographic New Vintage 2020 Population Estimates Available for Nation, States, Counties and Puerto Rico Commonwealth — May 4 — The U.S. Census Bureau released Vintage 2020 evaluation estimates. New datasets include: - National and state population and demographic components of population change.
- Puerto Rico Commonwealth population and demographic components of population change.
- National, state and Puerto Rico Commonwealth population age 18 and over.
- County population and demographic components of population change.
- Puerto Rico municipio population.
- Metropolitan and micropolitan statistical areas population and demographic components of population change.
- National population by age and sex.
New York City Housing and Vacancy Survey: 2017 Table Creator — May 4 — The U.S. Census Bureau and New York City Department of Housing Preservation and Development released housing data from the 2017 New York City Housing and Vacancy Survey (NYCHVS) via the new NYCHVS Table Creator. The interactive data tool allows users to create custom tables of housing and demographic estimates for New York City. The NYCHVS is a survey of New York City's housing stock and population that is fielded about every three years by the US Census Bureau on behalf of the City of New York. 2020 Presidential Election Voting Tables — April 29 — The U.S. Census Bureau will release the 2020 presidential election voting and registration table package and brief next month. Tables available in the package cover demographic characteristics such as age, sex, and race, as well as modes of voter registration, and reasons for not participating in the election. Economic Annual Building Permits — May 3 — The U.S. Census Bureau released final 2020 annual estimates of housing units authorized by building permits. The estimates provide national data, by census region, census division, state, metropolitan area, county, and permit-issuing place. The data are available at <www.census.gov/construction/bps/>. 2021 Local Employment Dynamics Partnership Virtual Workshop — April 30 — The theme of this year's workshop is "New Horizons: Charting the Course with Data." We will be highlighting the work of our state Labor Market Information (LMI) partners and other data users through plenary sessions. Login and other details are posted on our events page. If you have any questions about the workshop, please email CES.Local.Employment.Dynamics@census.gov. 2019 Annual Capital Expenditures Survey — April 29 — The U.S. Census Bureau released a summary brief for the 2019 Annual Capital Expenditures Survey (ACES) highlighting the industries with the largest total capital expenditures for structures and equipment for companies with employees in 2019. Data are based on the 2012 North American Industry Classification System (NAICS). The ACES provides the only comprehensive estimates of annual U.S. capital expenditures data covering all domestic nonfarm businesses and detailing investments by type and industry. Facts for Features Asian-American and Pacific Islander Heritage Month: May 2020 — April 19 — The month-long observance of Asian-Americans and Pacific Islanders started more than 25 years ago. We celebrate their growing contributions to our nation with a host of statistical information on this group. Statistics are included for the Asian as well as the Native Hawaiian and Other Pacific Islander populations covering demographics and businesses. America Counts: Stories Behind the Numbers America Counts tells the stories behind the numbers in a new, inviting way. We feature stories on various topics such as families, housing, employment, business, education, the economy, emergency preparedness and population. New stories include: The Opportunity Project Helps Streamline the Sharing of COVID-19 Test Results (May 6) Teacher Appreciation Week Especially Significant in The Time of COVID (May 5) Phase 3.1 of Household Pulse Survey Now Asks How COVID Vaccines Affect Recipients' Behavior (May 4) Marital Histories Differ Between Native-Born and Foreign-Born Adults (May 3) What Methods Did People Use to Vote in the 2020 Election? (April 29) First 2020 Census Population Counts Will Be Released Today (April 26) First 2020 Census Data Release Shows U.S. Resident Population of 331,449,281 (April 26) Stats for Stories Stats for Stories provides links to timely story ideas highlighting the Census Bureau's newsworthy statistics that relate to current events, observances, holidays and anniversaries. The story ideas are intended to assist the media in story mining and producing content for their respective audiences. Mother's Day: May 9, 2021 National Nurses Day and Week: May 6 and May 6-12, 2021 Teacher Appreciation Week and Day: May 3-7 and May 4, 2021 Public Service Recognition Week: May 2-8, 2021 National Small Business Week: May 2-8, 2021 National Bike Month: May 2021 Older Americans Month: May 2021 World Trade Month and Week: May and May 16-22, 2021 Blogs Modernizing Privacy Protections for the 2020 Census: Next Steps — Written by: Dr. John M. Abowd, Chief Scientist and Associate Director for Research and Methodology and Dr. Victoria A. Velkoff, Associate Director for Demographic Programs —April 28 — The world has evolved quite a bit since 1990, the last time we changed the way we protect individual responses in published census statistics. Back in the pre-Internet age, statistics were shared via floppy disk. Most people had to visit a library to look up census and other publicly available information. Today, that information is now freely available online. The amount of personal data about each of us, from commercial and public databases as well as social media, is massive and growing. Apportionment Population Counts and What to Expect on Release Day — Written by: Kristin Koslap, Senior Technical Expert for Apportionment, Population Division, and Steven Wilson, Chief, Population and Housing Programs Branch, Population Division — April 26 — Here at the U.S. Census Bureau, we're excited to be nearing the important milestone of delivering the first results from the 2020 Census — the apportionment population counts that determine each state's representation in the U.S. House of Representatives. There are 435 memberships, or seats, in the U.S. House of Representatives. The process of distributing the seats among the 50 states is called apportionment, and Article I, Section 2 of the U.S. Constitution mandates distributing the seats in the House each decade based on the state population counts from the census. How Apportionment is Calculated — Written by: Kristin Koslap, Senior Technical Expert for Apportionment, Population Division, and Steven Wilson, Chief, Population and Housing Programs Branch, Population Division — April 26 — In another blog, we talked about the apportionment population counts and what to expect on the day they are released as part of the first 2020 Census results. In this blog, we will talk about how we calculate the apportionment of seats in the U.S. House of Representatives. The Constitution requires that each state have a minimum of one seat in the U.S. House of Representatives. The apportionment calculation is then used to distribute the remaining 385 seats among the 50 states. Comparisons to Benchmarks as a Measure of Quality — Written by: Christine Hartley, Ph.D., Assistant Division Chief for Population Estimates and Projections — April 26 — The release of the first 2020 Census counts is a major and much-anticipated milestone for the U.S. Census Bureau. Yet this initial glimpse at the results of the 2020 Census also inspires thoughtful questions about data quality. The 2020 Census: Our Growing Nation — Written by: Dr. Ron Jarmin, Acting Director — April 26 — Today the U.S. Census Bureau is releasing results from the 2020 Census, marking the 24th time the nation's population has been counted since the first census in 1790, when there were just 3.9 million people living in the United States. The first census helped build the foundation of our democracy, and the census continues to be a cornerstone for our growing nation. Examining Operational Quality Metrics — Written by: Michael Bentley, Assistant Division Chief for Census Statistical Support, Decennial Statistical Studies Division — April 26 — The first release of results from the 2020 Census is an important milestone in the once-a-decade count of the nation's population. Over the next decade, lawmakers, business owners, researchers and many others will use the data to make important decisions about their communities. How We Unduplicated Responses in the 2020 Census — Written by: Andrew Keller, Mathematical Statistician, Decennial Statistical Studies Division, and Ryan King, Mathematical Statistician, Decennial Statistical Studies Division — April 23 — At the U.S. Census Bureau, we often say our goal is to count everyone once, only once, and in the right place. Sometimes in an effort to count everyone in a census, we end up counting some people more than once. The Census Bureau refers to a person counted more than once as a "duplicate." Today, we'll talk through situations where that can happen and how we resolve duplicates in the 2020 Census. Tracking Economic Changes Using Census Bureau Data — Written by: Nick Orsini, Associate Director for Economic Programs — April 23 — As we pass the anniversary of the pandemic, the Census Bureau's economic programs as well as its new experimental business data can inform how the American economic recovery is proceeding, how the recovery differs across and within sectors, and what changes in the composition of economic activity may persist. The value of timely, reliable and high-quality data for policymakers, businesses and the public during a time of national emergency such as the last year should not be understated. The Census Bureau's economic programs serve a national need, providing data to all while utilizing scientifically valid and transparent methodology. This blog features some of these important programs in describing the dynamics of three important sectors of the economy: services, manufacturing and retail trade, as well as highlighting international trade. The blog closes with some thoughts about what these dynamics might tell us about the recovery 2020 Census Data Review — Written by: Jason Devine, Assistant Division Chief for Census Programs, Population Division; Roberto Ramirez, Assistant Division Chief for Special Population Statistics, Population Division; Jonathan Spader, Assistant Division Chief for Housing Characteristics, Social, Economic and Housing Statistics Division; Ryan King, Mathematical Statistician, Decennial Statistical Studies Division — April 20 — Many parts of the census are visible to the American people — the invitations and reminders to participate arriving in the mail, the multilingual advertisements, the outreach from community leaders, and census takers knocking on doors to collect responses. Today, we'll continue to talk about some of the less visible work that is no less essential to producing quality census results — the people doing the number crunching and poring over trends, maps and outliers to make sure that the raw data on our population become quality statistics Concordance Files: Data Users vs. Automated Export System (AES) Filers — Written By: Mayumi H. Escalante and Noel Isom-Horner, U.S. Census Bureau's International Trade Indicator Micro Analysis Branch, Economic Indicators Division — April 20 — Spring is a time of change. Flowers bloom. Trees become green and full again. And the data user concordance files "exp-code.txt" and "imp-code.txt" are updated for the new year when the Census Bureau publishes January trade statistics. Are you ready to download concordance files? Not sure whether you need the files for data users or Automated Export System (AES) filers? Check out the following to learn the purposes of (and main differences between) data user and AES concordance files. How We Complete the Census When Households or Group Quarters Don't Respond — Written by: Pat Cantwell, Chief of Decennial Statistical Studies Division — April 16 — As we continue to process 2020 Census responses, people have asked what happens when we don't get a response from an address. In this blog, I'll describe the statistical techniques we turn to when we do not get a response. To get a complete and accurate census, we need to know certain information about every household address in the census: - Whether it is a real and livable residence.
- If so, whether it is vacant or occupied.
- If it's occupied, how many people live there.
- Demographic characteristics about the people who live there, such as age, sex and race.
Multimedia Radio Profile America segments include taking charge in "A Higher Power" (April 25) and noble calling in "Caregiving" (May 6). Internet address: <www.census.gov/library/audio/profile-america.html>. Resources Learn What Surveys Are Being Conducted in Your Community — See which of the U.S. Census Bureau's 130-plus annual surveys are being conducted in your community. In a variety of surveys and censuses, evolving from the first census in 1790, the Census Bureau provides official information about America's people, businesses, industries and institutions. See surveys currently being conducted in each Census Bureau region: Atlanta Chicago Denver Los Angeles New York Philadelphia All Surveys Data Tools Listed below are a few of the U.S. Census Bureau's interactive applications used to access statistics from our 130-plus annual surveys. A complete list can be accessed on the Census Bureau's Data Tools and Apps webpage. Explore Census Data — This new platform on data.census.gov is based on overwhelming feedback to streamline the way you get data and digital content from Census Bureau. Household Pulse Data Tool — An interactive application for exploring data from the Household Pulse Survey. This application is not supported in Internet Explorer 11 and older versions. Local Employment Dynamics — This partnership offers a variety of data tools. Training Opportunities Census Bureau Training Opportunities — Webinars are available on a regular basis to help the public access and use U.S. Census Bureau statistics. These free sessions, lasting 60 to 90 minutes each, show how to use Census Bureau databases and mapping tools and find demographic and economic statistics at a local or national level. Descriptions of upcoming sessions are available on our Census Academy page. Login details are provided at least one week before a webinar. Innovation at Census: Experimental Data Products (Wednesday, May 12, 2-3 p.m. EDT) Differential Privacy 201 and the TopDown Algorithm (Thursday, May 13, 1-2 p.m. EDT) Introduction to the International Trade API (Thursday, May 13, 2-3 p.m. EDT) Highlights of the April 2021 Detailed Summary Metrics (Friday, May 14, 1-2 p.m. EDT) The Spatial Structure of U.S. Metropolitan Employment (Wednesday, May 19, 1:30-2:45 p.m. EDT) Digital Strategies for the Global Marketplace (Thursday, May 20, 2-3 p.m. EDT) Demonstration Data for Redistricting and Voting Rights Act Use Cases (Friday, May 21, 1-2 p.m. EDT) The Logistics of Growing Global eCommerce (Thursday, May 6 – Friday, May 7, 11 a.m. – 5 p.m. EDT) Archived Training Resources — Visit the U.S. Census Bureau's Educational Resource Library for previously recorded trainings that are free and available at your convenience. The library includes presentations, recorded webinars, tutorials and other helpful materials. ### | 
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