IBM Big Data for Social Good Challenge - Submission Showcase
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The '#hadoop4good' initiative by IBM invites developers and data enthusiasts to analyze civic issues using big data with the help of IBM Bluemix's analytics for Hadoop service. Various projects showcase data visualizations and analyses addressing issues like crime rates, food deserts, and public transportation in cities like New York, Boston, and Chicago. Participants created innovative solutions using curated datasets and hadoop technologies to provide insights and promote social good.
IBM Big Data for Social Good Challenge - Submission Showcase
- 1. Powered by IBM + Hadoop Submission Showcase #Hadoop4Good
- 2. What is it? Big Issues. Big Data. Big Solutions. Big data exists in just about everything we use and do. It comes from phones, cars, roads, power lines, waterways, food crates, and innumerable other items you’d never think of as computers. This data speaks volumes about our collective behavior and society – so let’s use it to do something incredible! IBM invited developers and data enthusiasts to take a deep dive into real world civic issues using big data and IBM Bluemix’s Analytics for Hadoop service. They analyzed one of our curated datasets or brought their own and used Hadoop to create clickable and interactive data visualizations highlighting insights they found.
- 4. Visually represents events that have happened around a specified radius of 1 kilometer, when a city bike drives through a geographical path. NYC Highways Analytics CREATED BY Mahesh Das Full-stack Developer Viswanath L Full-stack Developer, Back- end Developer, and Mobile Developer Anoop P R Front-end Developer, Back- end Developer, and Designer hadoop sql tableau bluemix Click here to view this project
- 5. A web portal that provides access to many of the data services such as Police Stations, Fire Stations, Schools, Wards on a map and provides analysis on crimes in the city and at the ward level. Navigate Chicago CREATED BY Anil Saldhana Full-stack Developer hadoop bootstrap bigsheetsbluemix Click here to view this project
- 6. A data visualization that seamlessly displays inspection results and grades for all Boston restaurants. These grades are presented in a report card format with an A through F scale. Food Sherpa CREATED BY Tyler Brown Mark Henderson Full-stack Developer and Other Neal Jawadekar Dylan Portelance Front-end Developer hadoop excel flask bluemix javascript nginx pandas python r sas html5 gunicorn boston Click here to view this project
- 7. Highlights major correlations between socio-demographic indicators, including crime, to understand how these may impact the house prices and the wealth and the quality of life throughout the city, leveraging datasets coming from London Datastore. BitBang CREATED BY Michele Donati Back-end Developer Marco Piva Other Elena Scardovi Other Licia Maron Other ibm-analytics-for-hadoop sql tableau bluemix watson-analytics Click here to view this project
- 8. A visualization of the flu displayed on a map of the US showing both historic and forecasted dispersion of flu incidents in the US to gain a better understanding of risk in their area. Watch Flu Spread CREATED BY Matt Gilliam Other Brian Norris Front-end Developer and Other Alec McGail Full-stack Developer Yanan Tao Other Wei-Liang Kao Full-stack Developer and Game Developer ibm-analytics-for-hadoop css hdfs bluemix watson-analytics node-redbluemix javascript afinn-111 r sas Click here to view this project
- 9. Analyzes the City of Chicago’s database of business licenses to study other essential needs, the business types that fill them, and to identify any deserts that exist for those businesses. Oasis CREATED BY William Casperson Full-stack Developer Ben Galewsky Full-stack Developer and Back-end Developer Matt DeFano Full-stack Developer David Selvaraj Full-stack Developer eclipse java json node.js pig bootstrap express.js pentaho udfs Click here to view this project
- 10. Displays interesting statistics about CitiBike yearly data including gender distribution amongst the Bikers, the impact of weather on the trips or rides, busiest stations throughout the year, and top Destinations where Bikers ride from the busiest stations. CitiBike - Looking back in a year CREATED BY Amit Londhe Full-stack Developer, Back- end Developer, and Mobile Developer hadoop hdfs javascript jquery json pig css3 bluemix bigsheets big-sql html5 xicon tag-cloud Click here to view this project
- 11. A visualization of food deserts that captures more of the factors that define the issue of Food Deserts, such as poverty and income, as well as and locating them on a map. Los Angeles - Where are the Food Deserts? CREATED BY Nhat Bui Full-stack Developer hadoop python yelp blogger google-geocoding Import.io tableau qgis bluemix Click here to view this project
- 12. Latin for “to aid, assist”, Juvo aids and assists in setting social and economic development plans with realistic achievable goals and metrics to measure those goals. Juvo CREATED BY Rob Campanell Other ggplot2 javascript sqldfr bootstrapcss datatables dplyr r-studio html bigr morris-charts Click here to view this project
- 13. Determines the relationship between crime rates and household income, aimed at assisting government employees, social scientists and research students. Is there a relationship between Crime rate and Socioeconomic indicators (Poverty, Income, Education,etc.)? CREATED BY Hemapriyadharshi ni Sampath Kumar Back-end Developer, Mobile Developer, Designer, and Other Click here to view this project
- 14. A data visualization to help MTA identify where/when/how bus bunching occurs, using MTA Bus Time historical data, to improve bus wait times. Brady Bunch - Help NYC reduce bus wait times by reducing bunching CREATED BY David Woo Other Justin Woo Full-stack Developer hadoop sql tableau bluemix Click here to view this project
- 15. A visual analysis is to aid the NYC authorities in optimizing the use of the limited resources available to service 311 calls/requests using time, location and skill type. A Visual Analysis of New York City 311 Calls CREATED BY Vinayak Machan Back-end Developer and Other bigsql bigr tableau bluemix Click here to view this project
- 16. Google+ Participants Journey Hangout Join us for a Google+ Hangout with the participants to learn why they chose their projects, hear some of their challenges and delve deeper into the story behind their applications. Click the Hangout titles below to find out where to watch: Big Data for Social Good: Participants Journey - Group 1 Big Data for Social Good: Participants Journey - Group 2 Big Data for Social Good: Winner Announcement #Hadoop4Good
- 17. Now it’s Your Turn How would you save the world? What problem would you solve? #Hadoop4Good Get started with IBM Analytics for Hadoop