Animated cartograms present analysis on spatial distribution of the number of rental apartments constructed during each decade in the following sectors: Private, TCHC and Co-Operative. Another cartogram looks at spatial distribution of renters who spent more than 30% of their household income during censu periods: 2001, 2006, 2011 and 2016.

Animated cartogram depicts areas of interest with respect to increasing trends in serious crime like assault, homicide, auto theft-destroying community safety. Data driven map will aid Toronto Police to overcome challenges and dedicate resources appropriately to end the spate of increasing criminal activity in collaboration with the community.

An analysis is done linking the data set from Open Data Catalogues Service of The City of Toronto to the neighbourhoods in GTA. Choropleth maps provided here could be a useful guide for: 1) Newcomers to Ontario 2) Agencies that provide services 3) Policy makers and educators 4) Government funding authorities Acknowledgements: Data Sources: http://ontariohealthprofiles.ca/ https://www.toronto.ca/city-government/data-research-maps/open-data/ Learning Opportunities Index: https://www.tdsb.on.ca Geocoding Services: https://www.openstreetmap.org/ Overlay Analysis was done with QGIS 3.4 Madeira https://www.qgis.org/en/site/

Trade blocs have been formed to foster cooperation and political and economic integration of states belonging to a restrictive geographical or geopolitical boundary to trade among themselves to achieve greater economic progress.

A lecture from Mr. S. Gurumurthy, well-known political and economic analyst from Chennai at IIT(Mumbai) led to the exploration of dataset created by Prof. Angus Maddison (1926 ~ 2010), University of Groningen. Collapse of Byzantine Empire led to colonialization of India. Colonializations impacted economy of China and India. It took years of struggle, but they are currently on the path of recovery.

Millennials today are the highest educated with double the unemployment rate as compared with the general population. Student Pathways Challenge has vision to see that High School Students have clarity when it comes to choosing career paths. Solution here is based on Open Data made available to the public by Ministry of Advanced Education and Skills Development.

Here Population Pyramid is used as a tool to visualize Health of Canadians. Data is sourced from Canadian Chronic Disease Surveillance System (CCDSS).

“Toronto Police Chief Mark Saunders doesn't buy the idea that officers are burned out.” NEWTALK1010 “Low morale prompts exodus of officers: Toronto Police Association” The SUN Analysis here shows per capita cost for a uniformed police officer going up while the crime is down. Since the crime is down, officers may be leaving the force for more exiting opportunities!

Analysis presented here are based on dataset ES clients for each of the twenty-six Local Board (LB) areas in Ontario for the 2015/16 fiscal year. Please refer to Employment Ontario for data sources and method of collection.

Canadian Econmy is anlysed here. Findings are: 1. Canadian Economy depends on US. US recessions affects Canada severely. 2. Canadian Economy is agnostic to the party in power. Right or Left does not make any difference 3. Recession in US heps to reduce disparity beween the rich and the poor in Canada. 4. Income Inequality is reduced whenever term of the paty in power coming to end or during minority government in power. 5. GDP growth rate is inversely related to unemployment rate. 6. Balanced buget invariably leeds to disparity between the rich and the poor.

An analysis on disbursement of grants from Ontario Trillium Foundation.

Members of Parliament spent a combined $71-million in the first six months of the year on travel and living expenses, running their constituency offices, promoting their activities with advertising, and buying meals and gifts for others. - National Post Oct. 11, 2016. Analysis here reveals office expenses in a low population density constituencies are high compare to high population density constituencies from large cities.

Here an attempt is made to study the influence of Demographic data from year 2008 on LEARNING OPPORTUNITIES INDEX (2009).

The current study aims to identify the socio economic and demographic factors that influence the circulation of materials from library branches located in 44 Wards. The analysis is specifically interested in the reason for higher circulation of materials in specific branches to help enhance the role of libraries in communities.

In this report we aim to identify the types of events which are most harmful with respect to population health and greatest economic consequences across the United States. This report involves exploring the U.S. National Oceanic and Atmospheric Administration's (NOAA) storm database. The events in the database start in the year 1950 and end in November 2011. This analysis found that events Flood, Hurricane/Typhoon, Tornado and Storm Surge caused severe property and crop damages varying from 40 ~ 150 Billion dollars. Tornado causes maximum sufferings to the population.

The Toronto Mayoral Election 2014 was held on October 27, 2014. Incumbent Mayor Rob Ford registered to run for re-election, but dropped out after being diagnosed with a tumour. His brother Doug Ford stepped in to keep the "FORD NATION' flag flying high. John Tory, former Talk Show Radio Host won the election defeating Ford's brother, city councillor Doug Ford, and former Trinity-Spadina MP Olivia Chow. More than 980,000 Torontonians cast ballots in this election, which is 60 % of the registered voters. The Toronto Star carried a story: "Doug Ford, wealthy and privileged mayoral candidate, has launched his last-minute campaign with a withering attack on the wealth and privilege of frontrunner John Tory. Over the course of three days, he has said Tory is "from a whole different world," called Tory a "downtown elite" who is "out of touch," referred to a Tory "chauffeur," argued that Tory is accustomed to a "silver platter," and suggested Tory thinks he is superior to people who live in public housing.[1] In general, elite means a selected part of a group that is superior to the rest in terms of ability or qualities. Here, this article looks into following select groups: Employed vs Unemployed; High School Drop outs vs University educated; Immigrants vs. non-immigrants; languages spoken at home to check the validity of Doug Ford's assertion.

This analysis seeks to answer the question: why is it that select countries produce Nobel laureates whereas other countries do not. The answers are based on the analysis of the following parameters: - Research expenses allocated by a country as a percentage of its GDP - Number of researchers per 1 Million people living in a country - Number of articles published per Million People in a country - PDI, IDV factors from Hofstede's cultural dimensions theory[1].