Category Archives: Masters2018_3

Shifting Streams: Canadian music finds new growth online

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In two weeks, Canadian musicians will celebrate their art at the 2018 Juno Awards in Vancouver, BC. And with the falling revenues from album sales, artists may have to get together more often for concerts like the Junos to get the most out of Canadian music fans.

Though Canadians still spend the most on concert and festival tickets, they are also buying into streaming services like Spotify and Apple Play. In fact, online streaming and song downloads slashed physical album sales in half between 2011 and 2016, according to an analysis of Music Canada data tracking album and song sales.

Oddly, though overall album sales plumetted over the five-year period, vinyl sales soared. 2013 saw roughly 200,000 LPs sold. By 2016 that figure tripled to reach 664,000 units sold; 800,000 vinyl albums were sold last year. In terms of market share, one out of every one hundred albums sold in 2013 were on vinyl. In 2017, seven out of every one hundred albums sold were on vinyl.

Whatever growth LP and vinyl sales are experiencing, the turn of the decade represents an irreversible shift for modern music consumption, from in-store to online.

 

 

The major factor driving music consumption online is the streaming industry. In fact, within the “digital” category of music sales, actual song and album downloads are tumbling as listeners favour streaming services like Spotify and Apple Play.

In 2016, digital album sales in Canada fell by over 25 per cent. The drop can be traced directly to the arrival of Spotify into the Canadian market in 2014. Digital album downloads fell by 5 per cent following the Swedish company’s entrance in that year, and have become less and less popular ever since.

 

For raw data, consult this document: JEDWARDS – Music Canada Sales Data
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Visualization explation:

These visualizations are timely because the 2018 Juno awards are being held in two weeks. The event brings together many of Canada’s brightest performers for a mega-concert and awards night that celebrates the vibrancy of the Canadian music scene. However, underlying the celebration are declining album sales and overall revenues.

Visualization 1, a pie-chart/vinyl-record look-alike, vividly illustrates the shift in marketshare from physical album sales to digital sales. With that shift is a trade-off: it costs the artists and production companies less to get their music published and into the ears of fans, but they also get less money in return. A tangential story to V1 revolves around vinyl record sales, which have continued to grow steadily at a rate of an additional 200,000 units sold per year.

Visualization 2, a line graph, explicitly illustrates the drastic impact that Spotify’s arrival in Canada has had on the music landscape. Digital sales grow at nearly the exact same rate as streaming. This shows how quickly listeners have adapted to such streaming services

I consulted two main sources of public records: Music Canada’s annual sales statistics which track the music industry’s health in Canada, and the annual reports from the Nielsen Company–a consumer and industry analysis firm. Music Canada’s reports offered no units-sold totals like Nielsen does, but they do offer financial totals. Furthermore, Nielsen does not consistently track the same data every year. I therefore chose to use the Music Canada information for my visualizations and opted to punctuate what they illustrated with examples drawn from the Nielsen reports.

Ontario First Nation Public Libraries

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In Ontario, there are 133 First Nation communities in Ontario, yet only 46 of these communities have public libraries. The Ontario Library Association noted the challenges that First Nation libraries face in keeping up with the demand for internet access in First Nation communities.

Some First Nation libraries are serving more patrons than their resident populations, based on a comparison of active library cardholders to resident population served. A Ministry of Tourism, Culture and Sport report called for improved internet access to First First Nation public libraries, and noted others don’t have internet access at all.

In October 2017,  the Ontario Ministry of Northern Development and Mines announced jointly with the Government of Canada’s Connect to Innovate project that it would bring broadband infrastructure to several Ontario First Nation communities and acknowledged the the role that libraries play in accessing digital information.

Percentage of Active Library Cardholders at Ontario First Nation Libraries

This horizontal bar graph shows the percentage of active library cardholders to the resident population served at each of the 46 First Nation libraries in Ontario in 2016.  / SOURCE: LibStats, Government of Ontario, December 15, 2017.


This visualization maps out which First Nation public libraries in Ontario have Indigenous language training programs and the attendance numbers for these programs. Of the 46 First Nation public libraries in Ontario, only 12 have Indigenous language training programs, with a combined total enrolment of 623 individuals.

Last fall, a report commissioned by Ontario’s Ministry of Tourism, Culture and Sport, recommended that libraries should support the “management, preservation and revitalization of First Nation languages” and the 2018 federal budget promised $23.9 million towards supporting Indigenous history and heritage.

Ontario First Nation Libraries with Indigenous Language Training Programs

Of the 46 First Nation Libraries in Ontario, only 12 have Indigenous language training programs in 2016. This map shows the geographic location for each along the attendance for each program.  / SOURCE: LibStats, Government of Ontario, December 15, 2017.


Both of these visualizations came from LibStats, which is a downloadable dataset from the Government of Ontario website based on self-reported data from over 380 public libraries and First Nation libraries across Ontario.

Given the recent 2018 budget and the financial investments and commitments made to Canada’s Indigenous communities, the data for Ontario First Nation libraries is significant because the funding model for First Nation libraries differs from other libraries. Instead, I focused on First Nation libraries and used the Ontario Library Association report on First Nation libraries as a primer that outlined some of the issues that its members in the First Nation community were experiencing (i.e. that there are only 46 First Nation libraries for a total of 133 First Nation communities in Ontario.)

In terms of the focus of the first visualization, the Ontario Library Association and the Ministry of Tourism, Sport and Culture reports revealed that Internet access is a huge cornerstone for these First Nation communities, as it provides free access to information. In calculating the percentage of active library cardholders to the resident population served, it was apparent that  there was some kind of significance that 10 of these libraries clocked in at over 100 per cent. The report commissioned by the Ministry of Tourism, Sport and Culture provided context that the Ontario government was seeking input on the needs of First Nation libraries. I also chose the Ontario Ministry of Northern Development and Mines press release because it partnered with Government of Canada’s Connect to Innovate project, which is ongoing until 2012 to bring broadband Internet to First Nation communities. The news hook here is that the rollout of these funding projects is continuous, amid additional investments to Indigenous communities to improve technology.

For the second visualization, I wanted to highlight that 12 of the 46 First Nation public libraries in Ontario offer Indigenous language training programs. I used the  Ministry of Tourism, Sport and Culture special report from October 2017 because it directly recommended more Indigenous language training and retention at First Nation public libraries. This is significant because 2016 marked the first year that LibStats asked for information about Indigenous language training programs from First Nation libraries. There, the significance is related to the federal government’s financial commitments to reconciliation and preservation of Indigenous history and heritage in the 2018 budget.

I reached out to the Ministry of Tourism, Sport and Culture to find out if there would be more funding allocated to First Nation public libraries in the 2018 provincial budget. They weren’t able to provide specific details about new programs yet, but they did say that in 2017 they invested $1 million to improve digital services for rural, remote, and First Nation public libraries, so it’s worth looking at the provincial budget next week to see if there are any further investments and grants planned.


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Aboriginal languages in Canada

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There are over 200 thousand people who speak an Aboriginal language in Canada according to the 2016 Census |photo by Sean Kilpatrick-Canadian Press

Data Visualization

 Bárbara d’Oro Pereira

 JOUR 5206

March 18, 3018

Visualizations:

1)Most spoken Aboriginal languages in Canada

Cree , Inuktitut and Ojibway are the Aboriginal languages most frequently spoken in Canada. Tlicho is 14th most common Aboriginal language. This is a high position in the rank, since Canada has more than 60 Aboriginal languages. Tlicho is also one of the 11 official languages of the Northwest Territories. Since 1988, Canada has established the importance of promoting and preserving the Aboriginal languages in the Northwest Territories through the “Officials Languages Act”. Even though the constitution and the Languages Act guarantee the access to the languages, there is a large gap in the services offered in Aboriginal languages in the country. A recent example is the story of Chris Dryneck. He speaks Tlicho and went on trial without the support of an interpreter, which is a right guaranteed by the Languages Act.

Tlicho is one of the nine official Aboriginal languages in the Northwest Territories.

2)Number of people who speak an Aboriginal language

According to the 2016 Census by Statistics Canada, the number of Aboriginal people who can speak an Aboriginal language is actually higher than the number of people who have declared having an Aboriginal language as their mother tongue.  The 2016 report concluded that “this suggests that many people, especially young people, are learning Aboriginal languages as second languages”. In the Northwest Territories, where Chris Dryneck  is from, a three-year action plan has been developed to promote the language revitalization and its access. One of the ways of achieving reconciliation with the indigenous community is to preserve and promote the Aboriginal languages in the country.

Many of the Aboriginal languages spoken in Canada are unique to the country according to Statistics Canada.

Child pornography violations dramatically on the rise in Canada

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Cases of child pornography violations are steadily on the rise in Canada, whether it be making, distributing, or consuming material. News headlines from across the country crop up every week revealing a new slew of child porn offenders. The Canadian Centre for Child Protection recently stated, in a summary of key findings on child abuse images over the Internet, that there has been a  “growing proliferation of child sexual abuse images and videos on the Internet” over the past 13 years.  A few weeks ago, the federal government announced in its budget that it would place “new investments” toward protecting children from abusive online images. It more recently stated it would give $4.5 million to the Canadian Centre for Child Protection to fund an effective new online program called Project Arachnid, that combs in the internet for images of child pornography so that police can more easily catch who is in possession. Ontario has some of the highest rates of child porn incidents in the country, so it’s newsworthy to understand just how many incidents have been recorded over time, and how dramatically these cases have increased. In fact, child porn offences nearly tripled between 2010 and 2016, according to StatsCan.

The interactive map below digs a little deeper into how prominent child pornography possession is in Ontario’s largest cities. The illustration compares the rates per 100,000 people of child porn violations between each urban centre in 2016. Notably, Toronto (the largest city) has the lowest rate at 3.48, while Guelph has the highest, at 23.43. Guelph Police Service’s Annual Report for 2016 states that cases of child pornography increased from 2015. This is newsworthy because it may hint at some sort of criminal anomaly within Ontario cities, or may allude to the Guelph Police Service’s efficiency in tracking child porn offenders – though these speculations are not conclusive, by any means. In 2015, the federal government also introduced the Tougher Penalties for Child Predators Act, which increased the mandatory minimum penalties for crimes, which could lead to an increase in the number of incidents captured in the data for Guelph and other Ontario cities.

Child Pornography Violations: Rates per 100,000 persons in Ontario’s largest urban centres, 2016

Source: Statistics Canada – CANSIM 252-0077

Guelph has the highest rate of child pornography incidents per 100,000 people, compared with the rates in Ontario’s other large urban centres. Source: Statistics Canada. CANSIM 252-0077.

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Gang-Related Homicide in Canada Increases

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In November 2017, the Government of Canada announced it was investing $327.6 million over the next five years to reduce gun violence and gang activity in the country. Part of the initiative was to hold a national Summit on Criminal Guns and Gangs, which took place on Mar. 7, 2018, and was hosted by Public Safety Minister Ralph Goodale.

An analysis of homicide-related data from Statistics Canada confirms the federal government’s worry about rising gun and gang violence. Not only has the number of gang-related homicides been rising since 2014, but the rate at which incidents occur also rose by 45% in 2016. In addition, statistics confirm that shooting has been the most common method used to commit homicide in 2016.

Gang-related homicide victims compared to total victims of homicide (2012-2016)

An analysis of Statistics Canada data shows that gang-related homicide in Canada has been rising since 2014. A spike in 2016 also shows that approximately a quarter of all homicides in Canada were gang-related.
Source: Homicide Survey, gang-related homicide, by region, Statistics Canada.

 

Homicide in Canada: Gang-related homicide by province, 2016

The national Summit on Criminal Guns and Gangs, held on Mar. 7, 2018, prompts a deeper look into gang-related homicide across Canada. The governmental news release about tackling gun violence and gang activity, as well as Public Safety Canada’s Departmental Plan for 2017-18 both do not provide a detailed provincial breakdown of fatal incidents in relation to organized crime or gun violence.

However, an analysis of homicide-related data from Statistics Canada reveals that gang-related homicide largely takes place in Ontario. Specifically, 22.8% of all homicides in the province were gang-related in 2016, and mostly occurred in Toronto (33 out of the 45 incidents in Ontario). Canadian police organizations only began to collect data related to gang-activity in 2013, but studies show that most gang-related homicides involve firearms, male offenders and victims, and younger victims that are likely to be  strangers to the offenders.

An analysis of Statistics Canada data shows that out of 141 gang-related homicides in Canada in 2016, a third took place in Ontario (45). Most gang-related homicides in Ontario happened in Toronto, accounting for 37.1% of all homicides in Toronto for 2016.
Atlantic Region: Newfoundland and Labrador, Prince Edward Island, Nova Scotia and New Brunswick.
Territories: Yukon, Northwest Territories and Nunavut.
Source: Homicide Survey, gang-related homicide, by region, Statistics Canada.

 

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Changing trends of reported hate crime in Canada

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In the 2018 federal budget, Public Safety Canada pledged an additional $5 million to the Security Infrastructure Program. A portion of that new funding will be allocated to religious community groups to improve security and accessibility as hate crime in Canada becomes a growing problem, according to an analysis of data recorded by Statistics Canada over the last nine years. The data, provided by individual municipal police services and the RCMP to Statistics Canada, shows a significant rise in hate crime directed toward Canada’s Muslim and Arab or West Asian communities. Meanwhile, hate crime directed toward Canadian Jewish communities remains high, signalling a possible rise in racist sentiments across the country.

The Canadian Centre for Justice Statistics used the data provided by individual municipal police services to Statistics Canada to analyze the number of hate crimes occurring in each of Canada’s metropolitan areas. The analysis showed that the Greater Toronto Area and Montreal saw the highest amount of reported hate crime in Canada in 2016, followed by Ottawa – Gatineau and Hamilton. The cities with the lowest reported hate crime rates in Canada include St. John’s, Halifax and Saskatoon.

Data reported by individual municipal police services and the RCMP to Statistics Canada in 2016. Source: Statistics Canada – Canadian Centre for Justice Statistics.

Disability Awards: # Allotted to Canadian Veterans and Their Survivors (Forecast)

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Created using Visme. An easy-to-use Infographic Maker.

Gun Violence in Ottawa and Toronto

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        •                             Source: Statistics Canada 2016
          • gun related incidents are on the rise in the metropolitan areas of Ottawa and Toronto
          • with guns thrown into the national debate in the United States in recent weeks, it is interesting to examine whether we have an issue in some of the bigger cities north of the border
          • a recent study shows there is a high financial burden to bare for victims of gun violence

       

     

While the population from 0-4 years old is increasing in Canada, investments have not been enough for the demand

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Data Visualization Outline

Bárbara d’Oro Pereira 

JOUR 5206

February 23, 3018

Visualizations:

1)The macro visualization:

The graphic  shows the estimates and projections for children from zero to four years old in the next ten years in Canada. This age group is the main one that requires child care through the Early Childhood Education and Care program in the country. Families throughout Canada have been struggling to find availability in child care programs in the publicly-funded education system. A recent report about Early Childhood education in Canada showed that the highest investment in the program made by a province was three per cent. According to the late estimate made in 2016 by Statistics Canada, in ten years the population who needs child care will be nine percent larger in the country. That represents almost 177,000  more children from zero to four years old. The numbers call attention to the need of an increase in the investment in the program by the provinces since today none of them are able to offer child care to all the families who need it.

2)The micro visualization:

The visualization shows the top five countries in Canada with the largest population from zero to four years old. Alberta is in the top of the list with an estimate of increase of 15 per cent  in the next ten years.Ontario is the province with the largest number of children from zero to four years old with an estimate of  increase of eleven per cent in the next twenty years. In 2017 Ontario has announced an investment of over $200 million for 2017-18 to promote more accessibility and affordability of licence child care. The numbers show the need of more investment in most provinces based on the estimate of population increase in the next ten years.

 The map shows the number of children from 0 to 4 years old in 2016 and the estimate for the next ten years in the five provinces with the largest number of children in this age group. Persons x 1,000. Source: Statistics Canada

Why it is important to talk about this subject now?

  • The access to child care is still limited throughout the country. A report published this month called attention to  the need of expansion for the service in the public education system.
  • The reality today shows a very uneven system. Some provinces offer child care for over 70% of the children from 2 to 4 years old and in other provinces only 37% have this access.
  • My idea with the visualization is to show the need of dealing with the lack of child care now, since the numbers show that the population who uses the service tends to increase in the next ten years in almost the whole country.
  • As public records I have selected a recent report that shows that the budget spent in early childhood education by most provinces did not reach 2 percent. The second public record is the latest study by Child Care Canada that gives detailed information about  how early childhood education works in each province. The third public record  is a press release from the Ontario government that talks about the commitment the province has made  to expand the child care service.

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Low-income Canadians less likely to get the flu shot

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Canada’s poorest seniors are 1.1 times less likely to get the flu shot than wealthy seniors. This inequality has persisted over time, but is shrinking as high-income seniors are getting the flu shot less often. Vaccination rates dropped 9% for Canada’s richest seniors between 2003-2013.

This flu season has been especially severe, with 53,898 cases to date, according to the Public Health Agency of Canada. That’s a 70% increase from the same time last year. Almost half of all cases reported this year are in adults 65 and older. Vaccination inequalities, and downward trends in vaccination among seniors, are concerning.

Influenza Immunization Rates in Canadian Seniors, by Income Level

Canada’s lowest-earning seniors are consistently less likely to get the flu shot compared with the country’s wealthiest seniors.
Source: Canadian Institute for Health Information, Trends in Income-Related Health Inequalities in Canada: Influenza Immunization for Seniors, 2016.

Vaccination rates among seniors of all income levels are marginally higher in Western Canada, according to the Canadian Institute for Health Information’s most recent data.

Flu activity is at peak levels in Eastern Canada, compared with the rest of the country, according to the Public Health Agency of Canada. Vaccination rates are especially low in Quebec and Newfoundland and Labrador, at 60.2% and 54.4% respectively.

Interestingly, this season’s flu shot is less than 20% effective against the most common strains, according to Eurosurveillance. This brings the relationship between geographical vaccination rates and flu activity into question.

Seniors living in Eastern Canada are less likely to be vaccinated than their counterparts in Western provinces.

Source: Canadian Institute for Health Information, Trends in Income-Related Health Inequalities in Canada: Influenza Immunization for Seniors, 2016.

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