GovHack is a great event and I think it offers heaps for a wide range of people. Not only that I believe GovHack is helping us create a better society by making better use of open data. This is something we need to protect.
I did a long post about this topic here: https://www.linkedin.com/pulse/going-govhack-2017-yes-you-can-andrew-saul/
Exchange server failure is very common and leads data corruption. However, OST to PST software resolves the failure easily and recovers all lost mailbox data. Visit http://bit.ly/2bBUCQH
How to make people work together? - ending keynote - devfest du bout du monde...Quentin Adam
This document discusses how to get people to work together effectively. It is a presentation by Quentin Adam, CEO of Clever Cloud, about management strategies. Some key points include focusing on creating things rather than just meetings; recognizing that management is a skill, not a quality; and accepting weaknesses but not mediocrity. Transparency, trust, and feedback are important for organization. The goal is to build the European future and partnerships like the one between Clever Cloud and OVH.
The document discusses how online video can increase awareness, sales, SEO and build community. It provides case studies of companies that saw significant increases in views, sales and search engine rankings from online videos with low budgets. Effective online video strategies include using compelling titles, descriptions, tags, thumbnails and sharing options to maximize exposure and engagement.
Speaking Notes - Social Media As a Public Diplomacy ToolKeith Powell
The document summarizes the Organization for the Prohibition of Chemical Weapons' (OPCW) use of social media as a public diplomacy tool. It discusses early social media efforts including livestreaming a conference. It also describes a case study of the OPCW using an integrated social media approach including Twitter, blogs and videos to promote a chemical weapons inspection exercise in Thailand. Finally, it introduces a new "Introducing the OPCW" social media campaign aimed at institutionalizing social media use and raising awareness of the OPCW's work.
1) The document outlines an agenda and details for the Purdue IronHacks civic hacking competition, which challenges participants to create digital innovations using open data over the course of 5 iterative phases with feedback.
2) IronHacks differs from traditional hackathons by allowing a month for creativity, promoting open sharing of code, and providing multiple rounds of feedback and mentorship to improve projects.
3) Participants will develop an interactive web-based project using open data and APIs, which will be evaluated based on technical achievement, data analytics, and user experience. Winners will receive prizes like internship opportunities and Amazon gift cards.
Summary and Q&As from Chris Fechner, Queensland Government Chief Customer and Digital Officer's presentation to the Queensland Digital Industry at the COVID-19 Partners in Technology briefing.
International Entrepreneurship - 5 - e-Resources compilationJoseph Ho
This document contains links to 19 pages of videos and other resources about international business topics compiled by Dr. Joseph K.K. Ho. The videos cover various aspects of internationalization theories, entry modes, international strategies, born global firms, global expansion case studies, SME integration in global trade, and glocalization. The document encourages staying tuned for more global entrepreneurship and sustainability resources on Dr. Ho's website and Facebook pages.
Exchange server failure is very common and leads data corruption. However, OST to PST software resolves the failure easily and recovers all lost mailbox data. Visit http://bit.ly/2bBUCQH
How to make people work together? - ending keynote - devfest du bout du monde...Quentin Adam
This document discusses how to get people to work together effectively. It is a presentation by Quentin Adam, CEO of Clever Cloud, about management strategies. Some key points include focusing on creating things rather than just meetings; recognizing that management is a skill, not a quality; and accepting weaknesses but not mediocrity. Transparency, trust, and feedback are important for organization. The goal is to build the European future and partnerships like the one between Clever Cloud and OVH.
The document discusses how online video can increase awareness, sales, SEO and build community. It provides case studies of companies that saw significant increases in views, sales and search engine rankings from online videos with low budgets. Effective online video strategies include using compelling titles, descriptions, tags, thumbnails and sharing options to maximize exposure and engagement.
Speaking Notes - Social Media As a Public Diplomacy ToolKeith Powell
The document summarizes the Organization for the Prohibition of Chemical Weapons' (OPCW) use of social media as a public diplomacy tool. It discusses early social media efforts including livestreaming a conference. It also describes a case study of the OPCW using an integrated social media approach including Twitter, blogs and videos to promote a chemical weapons inspection exercise in Thailand. Finally, it introduces a new "Introducing the OPCW" social media campaign aimed at institutionalizing social media use and raising awareness of the OPCW's work.
1) The document outlines an agenda and details for the Purdue IronHacks civic hacking competition, which challenges participants to create digital innovations using open data over the course of 5 iterative phases with feedback.
2) IronHacks differs from traditional hackathons by allowing a month for creativity, promoting open sharing of code, and providing multiple rounds of feedback and mentorship to improve projects.
3) Participants will develop an interactive web-based project using open data and APIs, which will be evaluated based on technical achievement, data analytics, and user experience. Winners will receive prizes like internship opportunities and Amazon gift cards.
Summary and Q&As from Chris Fechner, Queensland Government Chief Customer and Digital Officer's presentation to the Queensland Digital Industry at the COVID-19 Partners in Technology briefing.
International Entrepreneurship - 5 - e-Resources compilationJoseph Ho
This document contains links to 19 pages of videos and other resources about international business topics compiled by Dr. Joseph K.K. Ho. The videos cover various aspects of internationalization theories, entry modes, international strategies, born global firms, global expansion case studies, SME integration in global trade, and glocalization. The document encourages staying tuned for more global entrepreneurship and sustainability resources on Dr. Ho's website and Facebook pages.
How to navigate being a junior member of development team that is not doing good work and/or is a bad team
Presentation for Coder Academy mentor session 10th Sept 2020
This is my experience of going to my first data hackathon, Govhack 2015 and what it taught me.
A Hackathon is an event where you gather a heap of resources and people, form small teams and try to deliver as fully realised solution to a set theme or problem in a short intense amount of time.
Normally a hackathon is focused on delivering working software, but in the case of a data hackathon you work from a heap of datasets and try to deliver something of value, that can be working software, but often is something else. For this reason non coders can participate in a data hack easily.
Another difference is a hackathon normally revolves around creating some sort of business (be that profit or non-profit) idea and validating it.
Data hackathons are about understanding and realising value from data, and that value can often just be delivering better access to the information the data represents.
Game analytics @ Halfbrick
The document discusses how Halfbrick, a game development studio, uses analytics in their business. They track game events like how players interact with and progress through their games, as well as advertising metrics like install sources to evaluate the quality of users acquired from different channels. Key metrics they focus on include money spent, social virality, retention, and engagement. The document emphasizes tailoring analytics to development goals and resources, making metrics fast-updating, reliable and accessible, and involving employees in data analysis.
The document describes PainPal, a pain tracking mobile application. PainPal allows users to track their pain levels, physical activity, productivity, mood, and other factors. It provides visualizations of the historical data to encourage progress. Push notifications remind users to record information. The prototype provides a foundation, and the team aims to add features like linking activity trackers, intelligent notifications, separate pain profiles, and anonymous data export to inform research.
Golden Dentists Final Pitch - HealthHack 2016 BrisbaneAndrew Saul
HealthHack is a hackathon that brings together researchers, healthcare professionals, students, software developers, educators, engineers and designers to create innovative solutions to interesting problems in the health sector.
The HealthHack 2016 Brisbane event was held at River City Labs. It ran from Friday night to Sunday afternoon (14-16 Oct 2016).
I joined up with a problem owner, Dr Kenan Kalayci and two other participants, Randall and Gareth, to do a project for the problem Kenan had brought to HealthHack.
The problem Kenan pitched on the opening night of HealthHack was; overcharging and over treatment in the dental market. He spoke about the possibility of separating diagnosis and treatment services to encourage competition as a potential solution.
The solution we presented at the end of the weekend was to create price transparency in the market for dental procedures by allowing people to openly and anonymously share the prices they've been charged via their dentist receipts.
This is a similar idea to a website for salary comparisons which is called glassdoor, which is a website where people can share their salary, position, and employer anonymously. It, along with services like it, have led to a lot more transparency in the job market as goes salaries.
Balancing Fruit - IAPA presentation 26/11/15Andrew Saul
When we first saw the analytics around the behaviour of players playing the mini games in the 5th anniversary update for Fruit Ninja we were very surprised: They weren't playing them as we had designed them to be played.
When we looked further into the numbers we saw that players had found new, un-fun ways to interact with the mini games that we hadn't anticipated. We acted fast and pushed an update to save our players' fun.
This is an expanded version of the presentation deck I presented at a recent IAPA meeting.
Excerpt from the IAPA website:
"IAPA (Institute of Analytics Professionals of Australia) QLD Chapter Event 26 November 2015 - An Australian Analytics Story
Please join us for our last IAPA Chapter Event for 2015!
We've lined up a selection of local lads to all share a slide of Australian history - four presenters who will each give us a personal story of adversity to triumph - Fruit Ninja Triumphs at that!!"
http://www.iapa.org.au/Event/QLDChapterEvent26NovemberAnAustralianAnalyticsStor
Looks at the ways in which you can creatively use funnels in analytics to do more than the standard uses they have now.
Funnels can be an important tool in visualisation and data exploration as well as the actual analysis itself.
This presentation focuses on funnels in relation to mobile apps and mobile games, but many of the concepts apply to the broader web and other data intensive fields.
The document provides guidance on designing effective analytics for mobile apps and games. It discusses collecting data on user behaviors and key events while balancing performance and data usage. Analytics should track what is most important to development goals and be updated over time. On-device analysis of user milestones and aggregate data can provide insights with minimal overhead. In the future, more powerful mobile devices may allow greater on-device data processing and 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!
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...sameer shah
"Join us for STATATHON, a dynamic 2-day event dedicated to exploring statistical knowledge and its real-world applications. From theory to practice, participants engage in intensive learning sessions, workshops, and challenges, fostering a deeper understanding of statistical methodologies and their significance in various fields."
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
Codeless Generative AI Pipelines
(GenAI with Milvus)
https://ml.dssconf.pl/user.html#!/lecture/DSSML24-041a/rate
Discover the potential of real-time streaming in the context of GenAI as we delve into the intricacies of Apache NiFi and its capabilities. Learn how this tool can significantly simplify the data engineering workflow for GenAI applications, allowing you to focus on the creative aspects rather than the technical complexities. I will guide you through practical examples and use cases, showing the impact of automation on prompt building. From data ingestion to transformation and delivery, witness how Apache NiFi streamlines the entire pipeline, ensuring a smooth and hassle-free experience.
Timothy Spann
https://www.youtube.com/@FLaNK-Stack
https://medium.com/@tspann
https://www.datainmotion.dev/
milvus, unstructured data, vector database, zilliz, cloud, vectors, python, deep learning, generative ai, genai, nifi, kafka, flink, streaming, iot, edge
How to navigate being a junior member of development team that is not doing good work and/or is a bad team
Presentation for Coder Academy mentor session 10th Sept 2020
This is my experience of going to my first data hackathon, Govhack 2015 and what it taught me.
A Hackathon is an event where you gather a heap of resources and people, form small teams and try to deliver as fully realised solution to a set theme or problem in a short intense amount of time.
Normally a hackathon is focused on delivering working software, but in the case of a data hackathon you work from a heap of datasets and try to deliver something of value, that can be working software, but often is something else. For this reason non coders can participate in a data hack easily.
Another difference is a hackathon normally revolves around creating some sort of business (be that profit or non-profit) idea and validating it.
Data hackathons are about understanding and realising value from data, and that value can often just be delivering better access to the information the data represents.
Game analytics @ Halfbrick
The document discusses how Halfbrick, a game development studio, uses analytics in their business. They track game events like how players interact with and progress through their games, as well as advertising metrics like install sources to evaluate the quality of users acquired from different channels. Key metrics they focus on include money spent, social virality, retention, and engagement. The document emphasizes tailoring analytics to development goals and resources, making metrics fast-updating, reliable and accessible, and involving employees in data analysis.
The document describes PainPal, a pain tracking mobile application. PainPal allows users to track their pain levels, physical activity, productivity, mood, and other factors. It provides visualizations of the historical data to encourage progress. Push notifications remind users to record information. The prototype provides a foundation, and the team aims to add features like linking activity trackers, intelligent notifications, separate pain profiles, and anonymous data export to inform research.
Golden Dentists Final Pitch - HealthHack 2016 BrisbaneAndrew Saul
HealthHack is a hackathon that brings together researchers, healthcare professionals, students, software developers, educators, engineers and designers to create innovative solutions to interesting problems in the health sector.
The HealthHack 2016 Brisbane event was held at River City Labs. It ran from Friday night to Sunday afternoon (14-16 Oct 2016).
I joined up with a problem owner, Dr Kenan Kalayci and two other participants, Randall and Gareth, to do a project for the problem Kenan had brought to HealthHack.
The problem Kenan pitched on the opening night of HealthHack was; overcharging and over treatment in the dental market. He spoke about the possibility of separating diagnosis and treatment services to encourage competition as a potential solution.
The solution we presented at the end of the weekend was to create price transparency in the market for dental procedures by allowing people to openly and anonymously share the prices they've been charged via their dentist receipts.
This is a similar idea to a website for salary comparisons which is called glassdoor, which is a website where people can share their salary, position, and employer anonymously. It, along with services like it, have led to a lot more transparency in the job market as goes salaries.
Balancing Fruit - IAPA presentation 26/11/15Andrew Saul
When we first saw the analytics around the behaviour of players playing the mini games in the 5th anniversary update for Fruit Ninja we were very surprised: They weren't playing them as we had designed them to be played.
When we looked further into the numbers we saw that players had found new, un-fun ways to interact with the mini games that we hadn't anticipated. We acted fast and pushed an update to save our players' fun.
This is an expanded version of the presentation deck I presented at a recent IAPA meeting.
Excerpt from the IAPA website:
"IAPA (Institute of Analytics Professionals of Australia) QLD Chapter Event 26 November 2015 - An Australian Analytics Story
Please join us for our last IAPA Chapter Event for 2015!
We've lined up a selection of local lads to all share a slide of Australian history - four presenters who will each give us a personal story of adversity to triumph - Fruit Ninja Triumphs at that!!"
http://www.iapa.org.au/Event/QLDChapterEvent26NovemberAnAustralianAnalyticsStor
Looks at the ways in which you can creatively use funnels in analytics to do more than the standard uses they have now.
Funnels can be an important tool in visualisation and data exploration as well as the actual analysis itself.
This presentation focuses on funnels in relation to mobile apps and mobile games, but many of the concepts apply to the broader web and other data intensive fields.
The document provides guidance on designing effective analytics for mobile apps and games. It discusses collecting data on user behaviors and key events while balancing performance and data usage. Analytics should track what is most important to development goals and be updated over time. On-device analysis of user milestones and aggregate data can provide insights with minimal overhead. In the future, more powerful mobile devices may allow greater on-device data processing and 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!
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...sameer shah
"Join us for STATATHON, a dynamic 2-day event dedicated to exploring statistical knowledge and its real-world applications. From theory to practice, participants engage in intensive learning sessions, workshops, and challenges, fostering a deeper understanding of statistical methodologies and their significance in various fields."
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
Codeless Generative AI Pipelines
(GenAI with Milvus)
https://ml.dssconf.pl/user.html#!/lecture/DSSML24-041a/rate
Discover the potential of real-time streaming in the context of GenAI as we delve into the intricacies of Apache NiFi and its capabilities. Learn how this tool can significantly simplify the data engineering workflow for GenAI applications, allowing you to focus on the creative aspects rather than the technical complexities. I will guide you through practical examples and use cases, showing the impact of automation on prompt building. From data ingestion to transformation and delivery, witness how Apache NiFi streamlines the entire pipeline, ensuring a smooth and hassle-free experience.
Timothy Spann
https://www.youtube.com/@FLaNK-Stack
https://medium.com/@tspann
https://www.datainmotion.dev/
milvus, unstructured data, vector database, zilliz, cloud, vectors, python, deep learning, generative ai, genai, nifi, kafka, flink, streaming, iot, edge
Global Situational Awareness of A.I. and where its headedvikram sood
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
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/
6. Why GovHack is important
Government has only recently embraced open data
This is a new thing in Australia and everywhere else. We’ve
come a long way to get here.
Open government data has a long way to go to become
standard practice; it still needs lots of support.
7. Why GovHack is fun
Building stuff with people is the best way to get to know
them
Risk free deployment: Change from a day job
You’ll feel tired but refreshed: It’s like a really exciting
holiday
8. You can come to GovHack
Short timeframe = good enough NOT polished
Non-technical people are needed too!
Abandon all fear: Are you GovHack ready?
• Get on the data portals now: Have a look what’s there
• Have a look at last year’s prizes: Can you see a solution
that you think you could make with a team?
TeamTax, NSW, “TaxLess: Optimising your tax return” - http://2016.hackerspace.govhack.org/content/taxless
Short and sweet video but don’t let that fool you; this is an excellent use of the fairly dense dataset that is tax returns. This is an example of a turning open data into a tool for people to see immediate value out of. Rather than building a visualisation of tax data for users to explore, they’ve instead decided to let people get to something actionable with a minimal amount of their own analysis.
2016 national award winners: http://2016.govhack.org/competition/national-winners/
All the projects from 2016: https://2016.hackerspace.govhack.org/projects
Safety czars, VIC, “SafetyMeasur.es” - https://2016.hackerspace.govhack.org/content/safetymeasures
This is a great example of blending open datasets and enabling users to find information that is relevant to them (or their search criteria). Many GovHack projects follow this theme as, ultimately, this is one of the main aims of GovHack: How do you engage the individual with data that is often aggregated at a national level and so bears little relevance to their day to day life? Answer (in this case): You aggregate it at a personal level for them.
It’s easier than you think to get started with this. Look at an area of interest, in this case safety, and then think about how you would solve for that problem by researching open data. Once you’ve solved for that problem manually, retrace your steps and think about how you could make this easier for lots of people to do without having to go through all the steps that you did.
2016 national award winners: http://2016.govhack.org/competition/national-winners/
All the projects from 2016: https://2016.hackerspace.govhack.org/projects
Governmon, NZ, PokéDrive - https://2016.hackerspace.govhack.org/content/pok%C3%A9drive
This is low on tech. Very low in fact. Instead they’ve come at it from a context angle. Don’t be fooled; they have thought deeply about the data they’ve used. Instead of getting a lot of data flowing into an app they’ve taken a very small sample and placed it in a context that’s magnified it’s impact.
Here they’ve used data to tell a story. In this case they’ve also added a customisation element, but you don’t have to. There’s been plenty of GovHack projects that have taken historical data like war records and told stories using them that had no customisation features. This is data journalism and it’s just as good a use case for GovHack as producing a functional service.
2016 national award winners: http://2016.govhack.org/competition/national-winners/
All the projects from 2016: https://2016.hackerspace.govhack.org/projects
Weather Ball, QLD, “Weather Balls” - https://2016.hackerspace.govhack.org/content/weather-balls
We’ve started to see more physical projects getting made at GovHack. This project gives people access to weather alerts information in a way that is very natural: “it’s like looking out the window”.
There’s maker nodes that ran for the first time last GovHack. They were spaces set up with tools and facilities to make constructing physical projects easy for participants. There’ll undoubtedly be more this time around. So if you’re a tinkerer or just like making things with your hands there’s more than enough for you to sink your teeth into.
Open gov data is a relatively new initiative in Australian government as a whole.
In fact the open data movement is only fairly recent worldwide. This represents big shift in thinking. Not that long ago the Howard govt won a 4 year battle over a FOI Act request for Treasury figures from The Australian newspaper (http://www.abc.net.au/mediawatch/transcripts/s1738366.htm). This was information that, by law, was available to the public but was still able to be stopped from being released by the govt of the day.
Even today we see the Turnbull govt trying to stop FOI requests; again on Treasury data on housing prices (http://www.abc.net.au/news/2017-04-08/labor-demands-malcolm-turnbull-explain-negative-gearing-comments/8427188).
The politics shouldn’t matter when it comes to access to data which is owned by the public. A culture of open data starts and ends at the grass roots level of government departments. Whilst the GPS location of public drinking fountains in Brisbane (https://www.data.brisbane.qld.gov.au/data/dataset/public-drinking-fountain-taps) or the location of roads in QLD (https://data.qld.gov.au/dataset/road-location-and-traffic-data) might not seem that important to our democracy, it’s on this foundation of everyday datasets that an truly open system is built because it’s the culture of openness that makes open data the default and not the exception.
All this only happens if departments see this data being used and get feedback from the public demanding more of it. Without that pull from us, the public, it’ll be easy for government departments to prioritise other things and let open data go by the wayside.
A lot of this has been championed by a global organisation called Open Knowledge of which Australia and Brisbane have chapters. They are the principal organiser behind GovHack and similar events. Open Knowledge Australia: https://au.okfn.org/.
Building stuff with other people
If you’ve ever been to events for networking you’ll know they are more miss than hit. Even when there’s a natural grouping of people around a common topic it’s still hard to really start to engage with people you don’t know. Throw yourself into having to build something, on a deadline, with a group of strangers and you all quickly start speaking genuinely with each other. And it’s going to be a positive experience. Everyone at GovHack is giving up their own time to do something to help others. Assume everyone you meet there will have the same want to help and collaborate that you do; because they do. It’s a really wonderful experience once you get into it.
Risk free deployment
Anyone’s day job, unless you are at the most cavalier of start-ups, is going to have a level of risk mitigation that slows deployment. It’s a sensible thing to do when breakages mean real consequences. There is no risk to anything you make at GovHack. None. There’s no such thing as failure. That alone should excite you. It excites me. There’s precious few areas in our lives where we can completely throw caution to the wind and try anything with no downside to fear and only upside to gain. GovHack is such a space and such an opportunity.
Like a great holiday
I feel tired after GovHack: It’s a long weekend. But I also get a buzz from it that lasts for many weeks afterwards. The after effects are substantial. Not only do I get that feeling from having done the project and getting to share it with my social circle, but I get stuff to look forward to. Firstly I get to browse the other entrants to see what others have done. Then I get the state awards night to look forward to. And finally I look forward to the national awards (and I’ve never been) because I already have a good idea about the projects and I am really interested to see who gets up. It’s like you get all these little Xmases to look forward to for months afterwards.
Charles Kingsley (broad church priest of the Church of England, university professor, social reformer, historian and novelist) said it best: “We act as though comfort and luxury were the chief requirements of life, when all that we need to make us really happy is something to be enthusiastic about.”
Good enough NOT polished
Because there is a short time frame you’ll not be able to write a fully functioning anything. In fact a good chunk of your limited time will be spent deciding on what your project will be and doing the video for it. That leaves precious little time to build something so whatever you do is going to be really basic. Cut corners as your first option rather than your fall back one.
Non-technical people are needed too!
You don’t need to code. You don’t need analyst skills. Definitely if you have these already then you are going to have heaps you can contribute. But even if you set yourself a goal to learn just the basics in these areas you can take in a couple of months of part time learning to GovHack and do something. And if you have none of these skills there’s heaps to do as well: coming up with a use case that fits a problem (or multiple problems), going out to mentors to better understand the datasets/problems, planning and making the video to best explain your solution, organising the work for the team; all these things require no technical skills however all of them are vital to a successful project.
See if you’re GovHack ready
Get on the data portals and just look at the data there (http://portal.govhack.org/datasets.html). This is the most time consuming part of GovHack: Browsing datasets. The more you simply browse the datasets, the better the asset you are to a team at GovHack. Most datasets have explanation sheets and ways to view samples of the data online. Start to see what datasets are well defined and what aren’t. They are both opportunities. Well defined datasets are easy to work with but that means lots of teams will use them. Poorly defined datasets will reap rewards for even basic usage because not many teams will use them but they are going to require effort just to work with them.
Have good look at how the winners from last year (http://2016.govhack.org/competition/national-winners/) made their entries. Browse their documentation on Hackspace (https://2016.hackerspace.govhack.org/); it’s all there for everyone to see. Have a good look at how the sausages are made. You’ll quickly see, most projects aren’t that complicated. Many are very simple indeed. Look at the entries that didn’t win; they still delivered something and often it was great. If you see anything here that makes you think: “I could do that with a team in a weekend” then you are ready! All that is required now is to book some leave with your family (or significant others) and start getting excited.
GovHack lives and breathes because of volunteers. Those who participate and those who help run the event are both the lifeblood of GovHack. If you are really interested in coming but can’t come for the whole weekend or just still aren’t ready to participate then please consider volunteering your help to the event organisers. You can sign up here: https://govhack.formstack.com/forms/launch_hidden?field52878198=Volunteer