This document provides an overview of Statistics Canada data resources that can be used to understand communities, including a municipal data portal, proximity measures data viewer, and 2021 Census of Population. It summarizes census geography levels and tools, and provides examples of population counts and age distribution data for areas in and around Regina, Saskatchewan from the 2021 and previous censuses.
July 21, 2021
NCompass Live - http://nlc.nebraska.gov/NCompassLive/
Introduction to U.S. Census Bureau Data Products and Tools, American Community Survey Concepts and Profiles, and new data access platform data.census.gov. The purpose of this informational data session is to acquaint organizations to Census data tools and data.census.gov. By the end of the presentation, participants will be able to access Quick Facts, American Community Survey (ACS) Narrative Profile, and Data Social/Economic Profiles, which provides quick and easy access to select statistics collected by the U.S. Census Bureau.
Presenter: Blanca E. Ramirez-Salazar, Partnership Specialist, Dallas Regional Census Center/Field Division/Denver Region, U.S. Census Bureau.
Community & the Consumer: Location-Based Consumer InsightsPrecisely
Gain in-depth understanding of new alternatives to capture consumer segments based on locations that transcend traditional ZIP Code and/or census boundaries.
Join this on-demand webinar as we provide an exciting overview of residential community and neighborhood-based location segmentation capabilities and how to layer a variety of pre-assigned sociodemographic, income, and social based data to households and individuals.
During this session you will learn more about:
- Defined metro areas, neighborhoods, sub-neighborhoods, and residential communities as location boundaries
- Associated contextual characteristics that can be applied to those locations such as crime, walkability, transportation
- How to accurately identify and target consumer patterns, households, or businesses within those defined areas
- Applying data enrichment to specific address locations within the various location boundaries
Experience a visual tour of what thousands of data elements can reveal about location-based communities, that individuals see themselves a part of. Context gives greater knowledge and understanding to critical decisions.
Unlock the power of location-based consumer insights and maximize your ad spend and channel targeting.
With the Census in England and Wales taking place on 21 March 2021, we created a programme of webinars to showcase our plans for design and quality assurance. The series, which was carried out through November and December 2020, included a high-level introductory overview as well as 'In Focus' sessions that outlined specific aspects in more detail. These webinars gave attendees the opportunity to ask questions and provide feedback.
The document discusses North Carolina's preparations for the 2020 Census. It outlines programs like the Local Update of Census Addresses program where local governments can verify residential addresses, the Boundary Annexation Survey which ensures addresses are counted in the correct geographic area, and the Participant Statistical Areas Program where tribal and local governments can provide input on census tract and block group boundaries. The Census is important as it determines representation in Congress, allocates over $1,600 per capita annually in federal funding to North Carolina, and informs planning and economic development. Risks to participation like recent migration, language barriers, and poverty will require outreach through Complete Count Committees.
The progress report summarizes the work of the Virginia Rural Health Data Council in establishing a rural health data portal and defining rural areas in Virginia. The Council has created a data portal that provides rural health indicators for researchers and the public. It has also adopted the USDA's Isserman model for delineating rural areas in Virginia. Going forward, the Council aims to expand the data portal and promote its use, while further refining the rural definition.
The document discusses plans for transitioning to an Administrative Data Census (ADC) model in the UK by 2021. Key points:
1) The goal is to replicate census outputs like population size, number of households, and population/housing characteristics using administrative data and surveys, and compare the results to the 2021 census.
2) Progress has been made accessing new data sources and improving population and household estimates. Characteristics estimates are also in development.
3) Plans by 2021 include producing ADC-based population statistics, characteristics outputs, and integrated survey collection to fill data gaps. Systems will also need to support the transformation.
4) Assessments evaluate progress annually against criteria like data access, linking ability,
The document provides an overview of the Australian Bureau of Statistics' plans for the 2011 Census. It discusses the objectives of collecting population and dwelling information, key goals around improving coverage and protecting privacy. New features will include an online census option, updated geographic areas called Statistical Area Level 1s to replace Collection Districts, and new data items. The output program will focus on easy access to high quality data online through products like QuickStats, TableBuilder and DataPacks. Feedback from 2006 will help improve the website usability and timeliness of releases by 2012-2013. Users are encouraged to provide comments to help finalize the 2011 Census plans.
July 21, 2021
NCompass Live - http://nlc.nebraska.gov/NCompassLive/
Introduction to U.S. Census Bureau Data Products and Tools, American Community Survey Concepts and Profiles, and new data access platform data.census.gov. The purpose of this informational data session is to acquaint organizations to Census data tools and data.census.gov. By the end of the presentation, participants will be able to access Quick Facts, American Community Survey (ACS) Narrative Profile, and Data Social/Economic Profiles, which provides quick and easy access to select statistics collected by the U.S. Census Bureau.
Presenter: Blanca E. Ramirez-Salazar, Partnership Specialist, Dallas Regional Census Center/Field Division/Denver Region, U.S. Census Bureau.
Community & the Consumer: Location-Based Consumer InsightsPrecisely
Gain in-depth understanding of new alternatives to capture consumer segments based on locations that transcend traditional ZIP Code and/or census boundaries.
Join this on-demand webinar as we provide an exciting overview of residential community and neighborhood-based location segmentation capabilities and how to layer a variety of pre-assigned sociodemographic, income, and social based data to households and individuals.
During this session you will learn more about:
- Defined metro areas, neighborhoods, sub-neighborhoods, and residential communities as location boundaries
- Associated contextual characteristics that can be applied to those locations such as crime, walkability, transportation
- How to accurately identify and target consumer patterns, households, or businesses within those defined areas
- Applying data enrichment to specific address locations within the various location boundaries
Experience a visual tour of what thousands of data elements can reveal about location-based communities, that individuals see themselves a part of. Context gives greater knowledge and understanding to critical decisions.
Unlock the power of location-based consumer insights and maximize your ad spend and channel targeting.
With the Census in England and Wales taking place on 21 March 2021, we created a programme of webinars to showcase our plans for design and quality assurance. The series, which was carried out through November and December 2020, included a high-level introductory overview as well as 'In Focus' sessions that outlined specific aspects in more detail. These webinars gave attendees the opportunity to ask questions and provide feedback.
The document discusses North Carolina's preparations for the 2020 Census. It outlines programs like the Local Update of Census Addresses program where local governments can verify residential addresses, the Boundary Annexation Survey which ensures addresses are counted in the correct geographic area, and the Participant Statistical Areas Program where tribal and local governments can provide input on census tract and block group boundaries. The Census is important as it determines representation in Congress, allocates over $1,600 per capita annually in federal funding to North Carolina, and informs planning and economic development. Risks to participation like recent migration, language barriers, and poverty will require outreach through Complete Count Committees.
The progress report summarizes the work of the Virginia Rural Health Data Council in establishing a rural health data portal and defining rural areas in Virginia. The Council has created a data portal that provides rural health indicators for researchers and the public. It has also adopted the USDA's Isserman model for delineating rural areas in Virginia. Going forward, the Council aims to expand the data portal and promote its use, while further refining the rural definition.
The document discusses plans for transitioning to an Administrative Data Census (ADC) model in the UK by 2021. Key points:
1) The goal is to replicate census outputs like population size, number of households, and population/housing characteristics using administrative data and surveys, and compare the results to the 2021 census.
2) Progress has been made accessing new data sources and improving population and household estimates. Characteristics estimates are also in development.
3) Plans by 2021 include producing ADC-based population statistics, characteristics outputs, and integrated survey collection to fill data gaps. Systems will also need to support the transformation.
4) Assessments evaluate progress annually against criteria like data access, linking ability,
The document provides an overview of the Australian Bureau of Statistics' plans for the 2011 Census. It discusses the objectives of collecting population and dwelling information, key goals around improving coverage and protecting privacy. New features will include an online census option, updated geographic areas called Statistical Area Level 1s to replace Collection Districts, and new data items. The output program will focus on easy access to high quality data online through products like QuickStats, TableBuilder and DataPacks. Feedback from 2006 will help improve the website usability and timeliness of releases by 2012-2013. Users are encouraged to provide comments to help finalize the 2011 Census plans.
Ontario health care organizations are using location intelligence and geomatics technology to better understand patient needs and improve service delivery. By integrating mapping and data analytics, organizations can analyze factors like patient referrals, wait times, and disease patterns to predict demand and plan programs and resources. This helps optimize networks, assess health impacts, and ensure equitable access to quality care for residents of Ontario.
This document provides an overview and instructions for using American FactFinder to access U.S. Census Bureau data. It discusses upcoming data releases, available census data tools, how to conduct searches on American FactFinder, download and cite data tables and maps, and create thematic maps. Step-by-step exercises demonstrate how to select geographies on a reference map, search for a specific ZIP code, and create a thematic map by first selecting geographies and then accessing a data table.
Location, Location, Location: Leveraging Interactive Maps and ZIP Code Level ...soder145
1) Location data at the zip code level can help target outreach for health insurance marketplaces more efficiently, though it has some limitations compared to data at higher geographic levels.
2) Interactive maps that combine zip code level location data with information on existing insurance enrollment and target populations can help identify areas that would benefit most from outreach.
3) While zip code data has disadvantages like being less reliable and not allowing trends over time, maps provide a way to visualize variation at a neighborhood level and include multiple data sources to better target remaining uninsured individuals.
First half on how to use Census Data. Presentation from the perspective of a data person in a Governmental Agency. Second part is about combined Census and an example of how I used ESRI's amazing Tapestry Data.
The GSSI initiative provides annual address and spatial feature updates through a partnership program. The partnership program allows tribal, state, county, and local governments to exchange address and spatial data with the Census Bureau. As of February 2014, 247 partners had provided address lists and street centerlines to the Census Bureau. The Census Bureau uses the partner data to update the Master Address File and TIGER/Line files through an interactive review process. The American Community Survey produces annual population and housing characteristic estimates for small areas and groups. Census data products like TIGER/Line files and American FactFinder are available on the Census Bureau website.
Healthy City Community Planning and Development webinarHealthy City
This customized webinar is for individuals working in Community Planning & Development that are interested in learning new strategies and tools to create healthier living environments in our communities. Working within a social justice framework, this webinar will demonstrate useful practices for planners utilizing the HealthyCity.org website. It will focus on how to use HealthyCity.org to promote a deeper understanding of community assets, characteristics, and the physical environment in order to inform and enhance the planning process. It will also highlight successful methods to engage community members in planning efforts, particularly around sharing local knowledge about the built environment. The webinar will also feature a guest presenter from Legal Services of Northern California to share their experience and successes using data and maps for advocacy and community building.
Bay Area Event - Nov. 17 Healthy City presentationHealthy City
Healthy City is a nonprofit organization that provides data, technology, and technical assistance to communities in order to address social inequities. It operates an online platform called HealthyCity.org that allows users to find social services, map community data, and share information. The website contains extensive data on health, education, income, and other topics from sources like 211 services and government agencies. It is used by organizations, researchers, policymakers, and community groups to identify gaps in resources, advocate for policy changes, and fuel social change. Healthy City trains partners on using the site's mapping, data analysis, and storytelling tools.
Healthy City is a nonprofit organization that provides data, technology, and technical assistance to communities in order to address social inequities. It operates an online platform called HealthyCity.org that allows users to find social services, map community data, and share information. The website contains extensive data on health, education, income, and other topics from sources like 211 services and government agencies. It is used by organizations, researchers, policymakers, and community groups to identify gaps in resources, advocate for policy changes, and fuel social change. Healthy City trains partners on using the site's mapping, data analysis, and storytelling tools.
ONS presentation at RSS South Wales poverty & inequality stats eventRichard Tonkin
Update on ONS data for poverty statistics & research. Presentation given at RSS South Wales event: Poverty & Inequality in Wales - Statistics for Action (28th Sept 2016)
The Connecticut State Data Center located at the University of Connecticut Libraries provides assistance in locating and using US Census Bureau data for the state of Connecticut, serving as a liaison and providing public outreach. The CTSDC website is being relaunched to include 2010 and historical Census data for Connecticut at various geographic levels that can be accessed through interactive maps and downloadable files, along with population projections and information on upcoming Census data releases.
Presenter: Patricia Kenly.
Presented at the Georgia Libraries Conference in Columbus, GA on 10/06/2017.
Presentation discusses effective use of free government resources for small business.
This document contains summaries from three presentations on data-driven communication:
1. Justin Gleeson from NIRSA discussed the 2011 Irish Census, including new small area geographies, variables on languages, health, and place of work/school. Key facts showed population growth of 8.2% and a 30% increase in non-Irish nationals, led by Poles.
2. Brendan Sheridan from Experian discussed using customer insight.
3. Edel McCabe from PublicisD discussed targeting and segmentation.
Delivering early benefits and trial outputs using administrative dataUKDSCensus
Following the Government’s endorsement of the National Statistician’s recommendation on ‘The census and future provision of population statistics in England and Wales’, the ONS Beyond 2011 Programme has been closed and replaced by the new Census Transformation Programme. The new programme is focusing on developing the strategies and plans needed for delivery of the following major strands of work:- • an online census in 2021; • integrated statistical outputs that make use of administrative data and surveys in conjunction with the census; • a recommendation for the future provision of population statistics beyond 2021. Strand 3 continues with research carried out in the Beyond 2011 Programme exploring the potential of administrative data and surveys as a future alternative to traditional Census taking beyond 2021. Building upon the concept of ‘Statistical Population Datasets’ derived through anonymous linkage of multiple administrative sources, the ONS plans to release a series of annual ‘trial output’ statistics to deliver early benefits and engage users with the development and evaluation of methods. ‘Trial outputs’ are intended to illustrate what might be realised from administrative data, in particular the range and frequency of outputs, and the potential for small area statistics. The first release will focus on local authority population counts at age/sex level. Subsequent annual releases will aspire to produce smaller area population counts and additional outputs on households, income and ethnicity, subject to data access and quality. This presentation will outline ONS plans to deliver trial outputs in the run up to the 2021 Census.
A new paradigm for Development Economics?Soren Gigler
Presentation by Bjorn- Soren Gigler on Opening Up Development: Can Open Development enhance the effectiveness, responsiveness and inclusiveness of development programs.
This webinar provided an introduction to 2011 Census geography. It discussed key differences between the 2011 Census and previous censuses, including that 97.4% of output areas changed. It also covered new aspects like workplace zones geography and standardized identifiers. The webinar demonstrated Census Support tools for accessing and mapping UK census data through the UK Data Service.
An introduction to 2011 Census geographyJames Crone
Presentation given as part of an ESRC UK Data Service webinar providing an introduction to the geospatial datasets produced as outputs from the 2011 UK Census.
This document discusses broadband access and adoption in North Carolina. It provides definitions of key terms like broadband adoption and the homework gap. It then shares data on broadband availability, quality, adoption potential, and estimates of the homework gap in NC counties. The document outlines NC's response to COVID-19 to expand broadband access and proposes long-term solutions to close the digital divide.
The talk discusses and demonstrate techniques for analyzing survey data. Survey data is useful data source to answer a wide range of questions, however, it often requires special analytical techniques to interpret. We'll discuss how to weight data to match known population parameters (such as StatsCan census data) using post-stratification and using the MICE algorithm to deal with missing data. These techniques are commonly used in political polling and social science research. I'll provide example code in R and explain all the steps using data from a survey of Canadians' values.
Ontario health care organizations are using location intelligence and geomatics technology to better understand patient needs and improve service delivery. By integrating mapping and data analytics, organizations can analyze factors like patient referrals, wait times, and disease patterns to predict demand and plan programs and resources. This helps optimize networks, assess health impacts, and ensure equitable access to quality care for residents of Ontario.
This document provides an overview and instructions for using American FactFinder to access U.S. Census Bureau data. It discusses upcoming data releases, available census data tools, how to conduct searches on American FactFinder, download and cite data tables and maps, and create thematic maps. Step-by-step exercises demonstrate how to select geographies on a reference map, search for a specific ZIP code, and create a thematic map by first selecting geographies and then accessing a data table.
Location, Location, Location: Leveraging Interactive Maps and ZIP Code Level ...soder145
1) Location data at the zip code level can help target outreach for health insurance marketplaces more efficiently, though it has some limitations compared to data at higher geographic levels.
2) Interactive maps that combine zip code level location data with information on existing insurance enrollment and target populations can help identify areas that would benefit most from outreach.
3) While zip code data has disadvantages like being less reliable and not allowing trends over time, maps provide a way to visualize variation at a neighborhood level and include multiple data sources to better target remaining uninsured individuals.
First half on how to use Census Data. Presentation from the perspective of a data person in a Governmental Agency. Second part is about combined Census and an example of how I used ESRI's amazing Tapestry Data.
The GSSI initiative provides annual address and spatial feature updates through a partnership program. The partnership program allows tribal, state, county, and local governments to exchange address and spatial data with the Census Bureau. As of February 2014, 247 partners had provided address lists and street centerlines to the Census Bureau. The Census Bureau uses the partner data to update the Master Address File and TIGER/Line files through an interactive review process. The American Community Survey produces annual population and housing characteristic estimates for small areas and groups. Census data products like TIGER/Line files and American FactFinder are available on the Census Bureau website.
Healthy City Community Planning and Development webinarHealthy City
This customized webinar is for individuals working in Community Planning & Development that are interested in learning new strategies and tools to create healthier living environments in our communities. Working within a social justice framework, this webinar will demonstrate useful practices for planners utilizing the HealthyCity.org website. It will focus on how to use HealthyCity.org to promote a deeper understanding of community assets, characteristics, and the physical environment in order to inform and enhance the planning process. It will also highlight successful methods to engage community members in planning efforts, particularly around sharing local knowledge about the built environment. The webinar will also feature a guest presenter from Legal Services of Northern California to share their experience and successes using data and maps for advocacy and community building.
Bay Area Event - Nov. 17 Healthy City presentationHealthy City
Healthy City is a nonprofit organization that provides data, technology, and technical assistance to communities in order to address social inequities. It operates an online platform called HealthyCity.org that allows users to find social services, map community data, and share information. The website contains extensive data on health, education, income, and other topics from sources like 211 services and government agencies. It is used by organizations, researchers, policymakers, and community groups to identify gaps in resources, advocate for policy changes, and fuel social change. Healthy City trains partners on using the site's mapping, data analysis, and storytelling tools.
Healthy City is a nonprofit organization that provides data, technology, and technical assistance to communities in order to address social inequities. It operates an online platform called HealthyCity.org that allows users to find social services, map community data, and share information. The website contains extensive data on health, education, income, and other topics from sources like 211 services and government agencies. It is used by organizations, researchers, policymakers, and community groups to identify gaps in resources, advocate for policy changes, and fuel social change. Healthy City trains partners on using the site's mapping, data analysis, and storytelling tools.
ONS presentation at RSS South Wales poverty & inequality stats eventRichard Tonkin
Update on ONS data for poverty statistics & research. Presentation given at RSS South Wales event: Poverty & Inequality in Wales - Statistics for Action (28th Sept 2016)
The Connecticut State Data Center located at the University of Connecticut Libraries provides assistance in locating and using US Census Bureau data for the state of Connecticut, serving as a liaison and providing public outreach. The CTSDC website is being relaunched to include 2010 and historical Census data for Connecticut at various geographic levels that can be accessed through interactive maps and downloadable files, along with population projections and information on upcoming Census data releases.
Presenter: Patricia Kenly.
Presented at the Georgia Libraries Conference in Columbus, GA on 10/06/2017.
Presentation discusses effective use of free government resources for small business.
This document contains summaries from three presentations on data-driven communication:
1. Justin Gleeson from NIRSA discussed the 2011 Irish Census, including new small area geographies, variables on languages, health, and place of work/school. Key facts showed population growth of 8.2% and a 30% increase in non-Irish nationals, led by Poles.
2. Brendan Sheridan from Experian discussed using customer insight.
3. Edel McCabe from PublicisD discussed targeting and segmentation.
Delivering early benefits and trial outputs using administrative dataUKDSCensus
Following the Government’s endorsement of the National Statistician’s recommendation on ‘The census and future provision of population statistics in England and Wales’, the ONS Beyond 2011 Programme has been closed and replaced by the new Census Transformation Programme. The new programme is focusing on developing the strategies and plans needed for delivery of the following major strands of work:- • an online census in 2021; • integrated statistical outputs that make use of administrative data and surveys in conjunction with the census; • a recommendation for the future provision of population statistics beyond 2021. Strand 3 continues with research carried out in the Beyond 2011 Programme exploring the potential of administrative data and surveys as a future alternative to traditional Census taking beyond 2021. Building upon the concept of ‘Statistical Population Datasets’ derived through anonymous linkage of multiple administrative sources, the ONS plans to release a series of annual ‘trial output’ statistics to deliver early benefits and engage users with the development and evaluation of methods. ‘Trial outputs’ are intended to illustrate what might be realised from administrative data, in particular the range and frequency of outputs, and the potential for small area statistics. The first release will focus on local authority population counts at age/sex level. Subsequent annual releases will aspire to produce smaller area population counts and additional outputs on households, income and ethnicity, subject to data access and quality. This presentation will outline ONS plans to deliver trial outputs in the run up to the 2021 Census.
A new paradigm for Development Economics?Soren Gigler
Presentation by Bjorn- Soren Gigler on Opening Up Development: Can Open Development enhance the effectiveness, responsiveness and inclusiveness of development programs.
This webinar provided an introduction to 2011 Census geography. It discussed key differences between the 2011 Census and previous censuses, including that 97.4% of output areas changed. It also covered new aspects like workplace zones geography and standardized identifiers. The webinar demonstrated Census Support tools for accessing and mapping UK census data through the UK Data Service.
An introduction to 2011 Census geographyJames Crone
Presentation given as part of an ESRC UK Data Service webinar providing an introduction to the geospatial datasets produced as outputs from the 2011 UK Census.
This document discusses broadband access and adoption in North Carolina. It provides definitions of key terms like broadband adoption and the homework gap. It then shares data on broadband availability, quality, adoption potential, and estimates of the homework gap in NC counties. The document outlines NC's response to COVID-19 to expand broadband access and proposes long-term solutions to close the digital divide.
The talk discusses and demonstrate techniques for analyzing survey data. Survey data is useful data source to answer a wide range of questions, however, it often requires special analytical techniques to interpret. We'll discuss how to weight data to match known population parameters (such as StatsCan census data) using post-stratification and using the MICE algorithm to deal with missing data. These techniques are commonly used in political polling and social science research. I'll provide example code in R and explain all the steps using data from a survey of Canadians' values.
All companies want to use machine learning, but face many roadblocks to getting there. It can be hard for an organization to get the skills, technology and computing power necessary to build a working machine learning model, and deploy it as a pipeline. Modern Cloud providers have a host of tools to make machine learning easier than ever before and they have available computing power to back it up. In this learning focused session, Ryan will introduce you to some basics of data for machine learning and show how cloud services like Microsoft Azure Machine Learning have made building scalable and accurate Machine Learning pipelines as easy as pivoting a table in excel.
This is a presentation and workshop that Data for Good delivered during the Regina Food Summit put on by the City of Regina and the Regina Foodbank, on December 10, 2021.
Naiomi Borger, Director of Information Systems at Precision AI tells us all about her company's AI and drone technology and how that tech will impact the ag sector in the future.
Telecommunication networks are evolving through technologies like 5G, SDN, and NFV that will change how data analytics are performed. 5G networks in particular will provide higher speeds, lower latency and greater capacity that will support new applications in areas like smart cities, autonomous vehicles and industrial IoT. These network advances will decentralize storage and computing and better support technologies like AI, blockchain and edge/fog computing for data analytics. Challenges around data security, privacy and effective utilization will also need to be addressed.
Data Visualization Kick Off #1 - Nov 3 2020 - Data for Good SaskatchewanData For Good Regina
This document announces a visualization challenge hosted by Data for Good to encourage the use of data skills to tell stories with data visualizations. Participants can choose any public dataset to visualize and must submit a single-page PDF by a deadline to be judged on understandability, how well it tells a story, and visual appeal. Bonus points will be given to visualizations that use local Saskatchewan data. Top submissions will be featured on the Data for Good social media and presented at an upcoming meetup. Contact information and examples of visualization tools and public datasets are provided.
Data for Good Regina talks about how it has used data to help organizations understand their data better so that they can further their mission. They talk about the United Way Summer Success Program and the datathon with the Distress Centre in Calgary.
Lance Dudar and Wendy Stone talk about TRiP is and how they provide young people and families access to resources in Regina by focusing on coordinated service support, reduction of barriers to pro-social activities, and school engagement
In this presentation, Economic Development Regina and Tourism Saskatchewan team up to showcase how they use data to target visitors inside and outside Regina.
This document is a presentation on carbon pricing by Brett Dolter, an assistant professor of economics. It includes 22 slides covering topics such as rising carbon dioxide concentrations, climate change impacts, greenhouse gas emissions sources, Canadian emissions trends, policy tools to reduce emissions, how carbon pricing works, evidence that carbon pricing reduces emissions, critiques of carbon pricing, and options for returning carbon pricing revenues. The document provides an overview of the issues surrounding carbon pricing and climate change policy.
This document provides information about the Regina Early Learning Centre, including its goals, programs, and attendance data. It operates three locations (Sacred Heart, Dr. Hanna, St. Matthew School) that provide early learning programs for infants through preschoolers, with a focus on education, parent support, health, and community connections. Attendance statistics from April to June 2019 show over 3,300 total visits across the locations. The centre collects family data to track attendance patterns and ensure services reflect the diversity of Regina.
ISM Environment Insights w/ Advanced Analytics - Data For GoodData For Good Regina
Manitoba Forage and Grassland Association
The project proponent Manitoba Forage and Grassland Association (MFGA) sought (1) to quantify the hydrologic effect of natural forage land use within the Assiniboine River Basin, and (2) to recommend land and water management practices that address various hydrologic issues present in the basin. Through ISM’s web-based delivery platform, highly technical hydrologic simulation results (provided by project partner Aquanty) are presented in a summarized and consumable format, intended for use by high level decision makers.
South Nation Conservation
South Nation Conservation (SNC) is a conservation authority responsible for watershed management outside of Ottawa, ON. In addition to having a need for a hydrologic understanding of their geography, SNC had a need for a full hydrologic forecasting platform to drive their business decisions. Daily ingestion of weather forecasts formed the foundational piece of this platform, giving SNC a continually updated prediction of potential hydrologic issues. ISM, Aquanty, and IBM’s The Weather Company partnered in this pioneering solution.
California Utility Company
ISM and IBM’s The Weather Company partnered to provide a predictive asset maintenance platform for a southern California energy utility. The client required real-time weather forecast models to be ingested, and fuel the prediction of “fire weather”, or places where wild fires are likely to occur. This allowed the client to identify which of their assets (power lines, sub stations, etc) may be at risk, and enables them to take proactive and preventive.
Robyn Edwards-Bentz walks through the way that the United Way in Regina helps young people keep up their literacy skills in their younger years to combat future educational issues.
Learn SQL from basic queries to Advance queriesmanishkhaire30
Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively.
Key Highlights:
Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation.
Advanced Queries: Learn to craft complex queries to uncover deep insights from your data.
Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets.
Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios.
Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making.
Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data!
#DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Aggregage
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataKiwi Creative
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...Social Samosa
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
The Ipsos - AI - Monitor 2024 Report.pdfSocial Samosa
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
1. Delivering insight through data for a better Canada
Getting to know your community by using
Statistics Canada data
2. Delivering insight through data for a better Canada
1
• About Statistics Canada
• Highlights of select resources
• Proximity Measure Data Viewer
• Geography tools and resources
• 2021 Census of Population
• Accessing 2021 Census data products
(Website navigation)
• Questions
Agenda
3. Delivering insight through data for a better Canada
2
2
The national statistical
agency of Canada
Mission: Serving
Canadians with
high-quality statistical
information that
matters
Recognized as one of
the world’s leading
statistical agencies
Over 450 active
surveys in the field
Trusted source of
information –
accurate, objective,
and unbiased
Free information
available on the
website
About Us
4. Delivering insight through data for a better Canada
Centre for Municipal and Local Data Portal
Designed to provide data about Canada's economy, society, and environment at a
local level, the portal includes:
• a data integration and visualisation tool which displays a set of key indicators
geographically
• a data catalogue of statistics and indicators relevant to municipalities, such as the
integration of census data, as well as housing, health and crime statistics
• a municipal mapping function
• a municipal financial and socioeconomic dashboard which currently allows for
comparisons across 35 Canadian cities on standard financial indicators, including
those relating to infrastructure spending, as well as allowing integration of
selected socioeconomic indicators
3
6. Delivering insight through data for a better Canada
Understanding Libraries from a Data Perspective
Statistics Canada
Data
• Benchmark and
trends
• Aggregate
information on
demographic, social,
cultural, and
economic
characteristics
Local Sources to
Data Questions
• How many people
are using libraries?
• Who is using
libraries?
• What are they using
libraries for?
• Are libraries
accessible?
Data Approaches
• Secondary data
• Primary data
5
7. Delivering insight through data for a better Canada
Proximity Measures Data Viewer
6
The proximity measures data viewer shows the spatial distribution of each proximity measure
at the dissemination block (DB) level.
Contains 10 measures of proximity and a composite indicator that
combines some of the proximity measures (employment, health
care, childcare, education, public transit, libraries).
For example: Proximity to library measures the closeness of a
dissemination block to any dissemination block with a library
within a 1.5 km walking distance. This measure is derived
from the presence of all libraries from a conglomeration of
open and publicly available data sources.
Source: Proximity Measures Data Viewer (statcan.gc.ca)
9. Delivering insight through data for a better Canada
Example of Proximity Measures
Example: George Bothwell Library Proximity Measures
Dissemination
Area
Dissemination blocks within
Dissemination area
Library located in
dissemination block
Proximity index
value
47060155
47060155001 0 0.0729
47060155004 0 0.1148
47060155005 0 0.1399
47060155006 1 0.2082
47060155007 0 0.1046
47060156
47060156001 0 0.0805
47060156002 0 0.0898
47060156003 0 0.1078
47060156004 0 0.1427
Source: Statistics Canada Proximity Index Measure. Note: 1 = library located in Dissemination Block. 8
10. Delivering insight through data for a better Canada
Library, Dissemination Area & corresponding Census Tract
Library Located in
Dissemination Area
Located in Census
Tract
Central Branch - 2311 12th Ave. 47060280 0013.00
Mamaweyatitan Centre - 3355 6th Ave. 47060293 0018.00
Connaught - 3435 13th Ave 47060287 0004.01
George Bothwell - 2965 Gordon Road 47060155 0002.01
Glen Elm - 1601 Dewdney Ave East 47060257 0016.00
Prince of Wales - 445 15th Ave. 47060277 0011.00
Regent Place - 331 Albert Street 47060444 0026.00
Sherwood - 6121 Rochdale Bldv. 47060393 0100.15
Sunrise - 3130 E Woodhams Drive 47060637 0100.13
Source: Statistics Canada, GeoSuite
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11. Delivering insight through data for a better Canada
Proximity Measure Summary Results – City of Regina
Based on the Proximity Measures Dataset:
• For dissemination blocks where a proximity measure score was calculated, the
scores ranged from 0.0466 to 0.7194
• The top five proximity measure scores were dissemination blocks which contained a
library and ranged from 0.6707 to 0.7194
• 160 dissemination areas were too far from a library to calculate a proximity score
• 1,379 dissemination blocks were too far from a library to calculate a proximity score
10
12. Delivering insight through data for a better Canada
Geography Context
For the 2021 Census, the Census Metropolitan Area of
Regina contains:
• 61 census tracts (51 in 2001)
• 421 dissemination areas (330 in 2001)
• 3,768 dissemination blocks
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13. Delivering insight through data for a better Canada
Dissemination Block (DB)
• A dissemination block (DB) is an area
bounded on all sides by roads and/or
boundaries of standard geographic areas
• Dissemination blocks are the smallest
geographic area for which population and
dwelling counts are disseminated
• They are the “Building Blocks” for all other
standard and custom geographies and
cover all the territory of Canada
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14. Delivering insight through data for a better Canada
Dissemination Areas (DA)
A dissemination area (DA) is a small, relatively
stable geographic unit composed of one or more
adjacent dissemination blocks
• DAs have an average population of 400 to
700 persons
Smallest standard geographic area for which all
census data are disseminated
• DAs cover all the territory of Canada and
respect the boundaries of census subdivisions
and census tracts
Each DA is assigned a four-digit geographic code
• In order to uniquely identify each DA in Canada, the two-digit PR code and the two-digit
CD code must precede the DA code plus the 2021S0512 prefix
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15. Delivering insight through data for a better Canada
Census Tracts (CT)
Census tracts (CTs) are small, relatively stable geographic areas located within Census metropolitan
areas and some Census agglomerations that had a core population of 50,000 or more in the
previous census
• Census tracts usually range between 2,500 and 10,000 persons, with a preferred average of
5,000
• Changes to census tract boundaries are discouraged to ensure data comparability between
censuses but a census tract may be split into two or more new census tracts when its
population exceeds 10,000
Each CT is assigned a seven-character UID that identifies it within its CMA/CA – the 3-digit CMA/CA
UID must precede it to create a nationally unique UID, plus the 2021S0507 prefix
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16. Delivering insight through data for a better Canada
Administrative
Area
Statistical
Area
Representative
Point
Best fit Linkage
Linkage using
point – in polygon
process
15
2021 Census
Geography
Hierarchy
Source: Dictionary, Census of
Population, 2021, Figure 1.1
2021 Census Hierarchy
17. Delivering insight through data for a better Canada
Geography Tools and Resources
Spatial information
• Boundaries files
(cartographic and
digital) and road
network files
Reference maps
• Illustrate location of
census standard
geographic areas
• Display boundaries,
names as well as
major physical
features (streets,
railroads,
coastlines, rivers
and lakes)
Attribute information
• Correspondence
files with unique
identifiers for
current census area
and corresponding
unique identifier for
previous census
area
• Geographic
Attribute File
• GeoSuite
Visualization tools
• Census Program
Data Viewer (CPDV)
16
18. Delivering insight through data for a better Canada
GeoSuite Example
17
Source/Link: GeoSuite (statcan.gc.ca)
19. Delivering insight through data for a better Canada
18
Census of Population
Designed to provide information about the Canadian population
by its demographic and social characteristics
Census data is available at a much more detailed level based on a wide
range of characteristics and variables as well as level of geography
Population
Age and Sex
Education
Families
Ethnocultural diversity
Income
Labour
Language
Immigrants
Indigenous Peoples
Social Characteristics
20. Delivering insight through data for a better Canada
19
19
Saskatchewan
1,132,505
CMA Regina
249,217
City of Regina
226,404
Population counts, 2021 Census
21. Delivering insight through data for a better Canada
20
20
2021
SK
2016
SK
2021
CMA Regina
2016
CMA Regina
2021
City of Regina
1,132,505
249,217
1,098,352
215,106
2016
City of Regina
236,695
226,404
2016 to 2021
SK
3.1%
2016 to 2021
CMA Regina
5.3%
2016 to 2021
City of Regina
5.3%
Population
change, 2016 &
2021 Census
22. Delivering insight through data for a better Canada
Population change, 2016 & 2021 for Select Census Tracts
Census Tract
Population,
2021
Population,
2016
Percentage change,
2016 to 2021
CT 7050002.01 (George Bothwell) 4,195 4,408 -4.8%
CT 7050018.00 (Mamaweyatitan Centre) 4,940 5,300 -6.8%
CT 7050100.15 (Sherwood) 4,738 4,838 -2.1%
CT 7050026.00 (Regent Place) 3,980 4,024 -1.1%
City of Regina 226,404 215,106 5.3%
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23. Delivering insight through data for a better Canada
22
22
18.80%
19%
19.70%
65.60%
65.60%
62.80%
15.50%
15.40%
17.50%
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
City of Regina
Regina CMA
Saskatchewan
0 to 14 years 15 to 64 years 65 years and over
Distribution (%) of population by broad age groups
24. Delivering insight through data for a better Canada
Distribution (%) of 2021 & 2001 population by broad
age groups for Select Census Tracts
Census Tract
2021 Census 2001 Census
0 to 14
years
15 to 64
years
65 years
and over
0 to 14
years
15 to 64
years
65 years
and over
CT 7050002.01 (George Bothwell) 14.7% 57.3% 28.1% 13.0% 67.3% 19.6%
CT 7050018.00 (Mamaweyatitan Centre) 24.0% 67.2% 8.9% 28.6% 62.9% 8.2%
CT 7050100.15 (Sherwood) 20.0% 63.9% 16.0% n/a n/a n/a
CT 7050026.00 (Regent Place) 15.3% 59.5% 25.3% 13.0% 56.6% 30.1%
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25. Delivering insight through data for a better Canada
Ethnic or cultural origins
24
Ten most frequently reported ethnic or cultural origins, Regina (CMA), 2021
Ethnic or cultural origin Number of responses %
German 63,170 25.80%
English 47,195 19.30%
Scottish 39,100 16.00%
Irish 32,965 13.50%
Ukrainian 29,225 11.90%
Canadian 21,870 8.90%
French, n.o.s. 21,130 8.60%
Polish 12,750 5.20%
Norwegian 11,110 4.50%
Filipino 10,905 4.50%
26. Delivering insight through data for a better Canada
Ten largest Ethnic Origins by percentage for Select Census
Tracts, Regina 2021
CT7050002.01 (George Bothwell) CT7050018.00 (Mamaweyatitan Centre)
German 24.4% German 17.0%
English 23.2% First Nations 16.9%
Scottish 19.1% Scottish 13.5%
Irish 15.2% English 12.9%
Ukrainian 9.7% Irish 9.6%
Canadian 7.3% Cree, n.o.s. 9.5%
French, n.o.s. 7.1% Métis 8.9%
Indian (India) 5.4% French, n.o.s. 6.4%
Greek 4.3% Ukrainian 6.3%
Norwegian 4.2% North American Indigenous, n.o.s. 5.6%
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27. Delivering insight through data for a better Canada
26
Knowledge of
official languages,
Regina (CMA), 2021
82.1%
17.9%
Knowledge of official languages for the
total population, Regina (CMA), 2021
Official languages Non-official languages
28. Delivering insight through data for a better Canada
Knowledge of official languages, 2021 for Select Census Tracts
27
Census Tract Official languages Non-official languages
CT 7050002.01 (George Bothwell) 79.5% 20.6%
CT 7050018.00 (Mamaweyatitan Centre) 85.7% 14.2%
CT 7050100.15 (Sherwood) 89.9% 10.1%
CT 7050026.00 (Regent Place) 80.1% 19.8%
City of Regina 80.8% 19.2%
29. Delivering insight through data for a better Canada
Highest Certificate, Diploma or Degree Obtained, Regina CMA, 2021
Certificate, Diploma or Degree
% Population aged 15 years
and over
No certificate, diploma or degree 13.50%
Secondary (high) school diploma or equivalency certificate 31.40%
Apprenticeship or trades certificate or diploma 8.40%
College, CEGEP or other non-university certificate or
diploma
14.70%
University certificate or diploma below bachelor level 4.20%
University certificate, diploma or degree at bachelor level
or above
27.80%
28
Percentage (%) of
Highest certificate,
diploma or degree for
the population aged
15 years and over in
private households,
2021 Census
30. Delivering insight through data for a better Canada
Highest certificate, diploma or degree for population aged 15
& over, 2021 for select Census Tracts
Education
CT 7050002.01
(George Bothwell)
CT 7050018.00
(Mamaweyatitan Centre)
CT 7050100.15
(Sherwood)
CT 7050026.00
(Regent Place)
City of
Regina
No high school diploma or equivalency
certificate
13.2% 37.4% 11.2% 27.5% 15.0%
With high school diploma or equivalency
certificate
86.8% 62.7% 88.7% 72.5% 85.0%
Apprenticeship or trades certificate or
diploma
4.7% 8.4% 11.1% 8.5% 8.0%
College, CEGEP or other non-university
certificate or diploma
13.6% 9.6% 17.8% 13.4% 14.3%
University certificate or diploma below
bachelor level
5.7% 1.2% 4.8% 2.5% 4.2%
University certificate, diploma or degree at
bachelor level or above
39.4% 7.3% 25.2% 14.3% 28.3%
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31. Delivering insight through data for a better Canada
30
Prevalence of low
income based on the
Low-income measure,
after tax (LIM-AT) (%)
by Age, 2021 Census
Prevalence of low income based on the Low-income measure, after
tax (LIM-AT) (%)
SK CMA Regina City of Regina
Low-income measure,
after tax (LIM-AT) (%)
13.4 10.2 10.8
0 to 17 years (%) 17.4 13.5 14.4
0 to 5 years (%) 18.6 14.8 15.8
18 to 64 years (%) 11.3 9 9.5
65 years and over (%) 15.3 10.2 10.5
32. Delivering insight through data for a better Canada
Prevalence (%) of low income based on the Low-income
measure, after tax (LIM-AT), 2021 for select Census Tracts
Low Income
Status
CT 7050002.01
(George
Bothwell)
CT 7050018.00
(Mamaweyatitan
Centre)
CT 7050100.15
(Sherwood)
CT 7050026.00
(Regent Place)
City of
Regina
Total prevalence of low
income
7.4% 30.0% 5.0% 16.8% 10.7%
0 to 17 years (%) 8.7% 39.5% 5.8% 22.5% 14.4%
0 to 5 years (%) 11.4% 43.2% 7.5% 22.9% 15.8%
18 to 64 years (%) 8.2% 25.7% 4.0% 12.8% 9.5%
65 years and over (%) 5.6% 30.7% 6.6% 22.7% 10.5%
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33. Delivering insight through data for a better Canada
32
www.statcan.gc.ca
Finding 2021 Census
data on Statistics
Canada Website
34. Delivering insight through data for a better Canada
CONTACT US
Toll-free: 1-800-263-1136
Email: infostats@statcan.gc.ca Questions?
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