Monday, 31 July 2017

NWT Accounts for Highest Homicide Rates, With 100 Per Cent Indigenous Victims



The Northwest Territories has the highest homicide rates in Canada per 100,000 population. In 2015, the CBC reported, "all of the homicide victims in the Northwest Territories and Nunavut in 2014 were of aboriginal descent." As demonstrated by the chart below, 100 per cent of homicide victims in the NWT in 2015, were Indigenous as well. 


The Indigenous population in NWT makes up approximately half of the overall population. The Daily, from Statistics Canada, reports "Aboriginal males were at the greatest risk of being victims of homicide." The same report by Statistics Canada, states that 25 per cent of homicide victims, as reported by police, were Indigenous. Therefore, "Aboriginal people were victims of homicide at a rate that was about seven times higher than that of non-Aboriginal people." According to Statistics Canada, however, the offenders were also of Indigenous decent.

In 2015, the CBC reported "Canada's three Northern territories are jailing more people per capita than the rest of Canada, and the [NWT] is jailing more people per capita than the United States". In conjunction with this, Canada Without Poverty reports that the NWT has "a crime rate six times higher than the national rate."

To give context to the high homicide rates in NWT, in 2016, Canada Without Poverty reports the territory faces "poor quality housing and housing shortages, growing disparity in levels of education, employment and incomes, rising alcohol and substance abuse, and increasing rates of crime, suicide and homelessness."

In 2015, The Conference Board of Canada, too, affirmed the bleak circumstances that Northern Canada faces. "Compared to Southern Canada, many Northern communities fare poorly in measures such as educational achievement, population health, crime rates (especially in the three territories), and economic diversity and development.Thriving communities - wherever they are located in Canada - have four components in common: they are secure, self-reliant, sustainable, and socially developed."

As poverty is a known contributor to criminal offences, low rates of high school completion contribute to poverty in NWT. In 2016, Statistics Canada reported that only 17.2 per cent of the total Indigenous population in the NWT in 2011, obtained their high school diplomas. 

The Centre for the North, as reported by The Conference Board of Canada, highlights the key factors associated with potential success for Northern Canada. "The study concludes that a thriving Northern community must be, first and foremost, secure - it has to meet the basic needs of its residents, such as providing adequate food, water and shelter. Second, its economy needs to create local wealth and be self-reliant. Third, communities have to be sustainable with a diverse economy and a balance between local economic development and environmental protection. Fourth, residents must enjoy good health and quality of life, and have a general sense of well-being and belonging to their communities."

All together, it can be gathered through this data that the Indigenous communities in Northern Canada, specifically the Northwest Territories, are deprived of necessary resources to prevent issues such as homicide. It is well known that the Indigenous population of Canada suffers from inter-generational trauma. It is, however, disconcerting that the Northwest Territories not only accounts for the province/territory with the highest homicide rates, but also with 100 per cent of the victims identified as Indigenous.

Thursday, 13 July 2017

Data Update Numero Tres





With my dataset I cannot definitively answer why the Northwest Territories has the highest rate of homicides per 100,000 population in Canada. To answer that I would need a dataset that provides context of the socio-economic status of the provinces and territories. For example, data including income, affordability of living, poverty levels, education, consumption of illegal substances and access to basic resources such as counselling, hospitals, rehabilitation and support programs and crime prevention initiatives, would all serve to better the understanding of the high rates of homicide in the NWT. Statistics Canada, as well as, Northwest Territories Bureau of Statistics are possible options to locate these types of datasets. If I am unable to locate the data needed, I could submit an FOI request with the Northwest Territories Bureau of Statistics.

Monday, 26 June 2017

Data Update Numero Dos


The Northwest Territories has the highest rate per 100,000 population of homicide in Canada. My slice of data shows homicide rates per 100,000 population for each province and territory and the total rate per 100,000 in Canada.

My Excel Workbook contains my raw data and sample slice.

In 2016, the Yellowknife Now reported the Northwest Territories as having the highest rate of homicide in Canada. This is evident in the original dataset I have chosen.

The CBC reported that "nearly one quarter of homicide victims across Canada [are] aboriginal." I believe this adds context and depth to my assignment because there is a higher population of Indigenous nations in the Northwest Territories, Nunavut and the Yukon.

Monday, 12 June 2017

Data Update Numero Uno



     For my final report, I will be using the Vancouver Food Vendors dataset. This data consists of information pertaining to the open, licensed, food trucks in the city of Vancouver. The column headings include: key, latitude, longitude, vendor type, status, business name, location and description. The "key" column heading I was immediately confused by. My original guess was that it might be the business license number. I was not sure how to go about finding the correct answer, as I did not see any clues or patterns in the data itself. It is strange because the data in this column contains both letters, numbers, that are between 2-4 digits. I proceeded to contact one of the food trucks, who also had no idea what "key" meant. I even turned to Google but did not come to a conclusion. From what I gather, it most likely has nothing to do with location, since there is already a column for latitude, longitude and location. My next step, will be to ask my peers and instructor, if that does not work, I plan on contacting the city of Vancouver. In terms of questions, I hope to answer the mysterious column category, first and foremost. I am further interested in what percentage of food trucks apply but do not receive a business license? What is the maximum number of food trucks authorized by the city? How long do these vendors on average stay in business? Why do the first 18 vendors not have a business name in this dataset? Lastly, how much has the percentage of food trucks increased over the last five years?

Monday, 29 May 2017

Data Visualization Assignment


https://public.tableau.com/en-us/s/gallery/stress-japan

The world of data visualization has the ability to break down data for the masses. At the same time, the form the data takes can easily confuse the reader, leaving them gaining little knowledge of the subject being covered. As stress is one of the most buzzed about subjects, I am curious as to how it affects different parts of the world. I came across a stacked area chart which analyzes "the main preoccupations of Japanese [people] at each stage of their lives". Although I admire that the visualization is not only covering stress in Japan, but also, stress based on age, gender and sleep, I do not think it does a good job explaining the data clearly, probably for the same reason of it taking on too much. What makes this chart overwhelming is that at the bottom of the page, there are age ranges, then the chart itself consists of colours stacked on top of one another, with headings of stress factors on the right. The eye is left bewildered by all of the information. Luckily, once the reader scrolls over each heading, the data becomes slightly more absorable. I understand why the author chose to do a stacked area chart, as the sheer amount of information in this article is difficult to convey in any format. I further appreciate that the headings are both at the right hand corner of the page and on top of each colour. Scrolling over the headings also allows the reader to get a summary of each subject. However, what would have made the data less confusing would have been breaking down the information, so that the reader could clearly see the ages versus stress factors. I cannot think of a chart that could work better, but the visual is not working with this reasearch. A list format would have been ideal in this case. This chart is interactive and easy to use, based on being able to scoll over the heading and search specific information. In fact, the interaction is the strongest part of this visualization. Readers can click on a drop-down menu and seclect specific genders and sleeep times. If a Japanese person thinks of this as a tool to look up their own information, this data works perfectly. Nonetheless, what would have been simpler althogether, would have been to see the data clearly spelled out with the age range and stress factors, instead of broken into colours, especially since some of the colours are similar.

Wednesday, 18 January 2012

This Winter..


    Don't let cold weather get the best of you. I'd hate to see all my beautiful readers be at an unfair disadvantage. Since we're not typically used to weather we've been getting lately -10 (yikes!) It's time to educate ourselves. Never underestimate the power of the cold. I recommend moisturizing your lips, skin, hair and body. Cause they're all getting dried out and affected by the air, wind, rain and snow. If you're going to chose anyting, chose your lips and face, unless you have a perma-scarf wrapped around your face at all times. It is crucial that you use some sort of moisturizer with at least SPF 15 protection, because the glare from the snow is especially bright and damaging. Listed below are all the products that I have used or am currently using. These are the best and most inexpensive products in moisture that I have come across. And all my male readers, I'm sorry. This is for your own good. This is not a woman thing.







Stay moisturized!

-Savvy