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Global Suicide Statistics +  Root Causes + Prevention 

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Global Suicide Statistics +  Root Causes + Prevention 

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Suicide data - WHO | World Health Organization

Suicide - Our World in Data

Suicide Prevention - HelpGuide.org

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Instructions: Post your research topic (>3) here with your name and email.

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Instructions: Post your research topic (>3) here with your name and email.

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(Target: 10mins)

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Ratio of Fish sizes in Animal Crossing New Horizons

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Ratio of Fish sizes in Animal Crossing New Horizons

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A comprehensive inventory of ACNH items, villagers, clothing, fish/bugs etc

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Impact of COVID-19 on other Infectious Diseases in Singapore 

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Impact of COVID-19 on other Infectious Diseases in Singapore 

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Data Sets
- MOH Weekly Disease
- MOH COVID-19 Situation Dashboard

Erwin

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Singapore Public Housing demand versus supply - Is it sufficient for our growing population?

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Singapore Public Housing demand versus supply - Is it sufficient for our growing population?

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Check out how FlipViewer can help you with your publishing

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Cost of resale HDB property vs Lease Decay

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Cost of resale HDB property vs Lease Decay

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Low cost etf portfolio that would weather dot.com, GFC + COVID

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Low cost etf portfolio that would weather dot.com, GFC + COVID

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winshern ho

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Singapore Consumer Price Index, Apr 2021

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https://en.wikipedia.org/wiki/Dogecoin

https://changelly.com/blog/dogecoin-doge-price-prediction/

https://www.forbes.com/advisor/investing/what-is-dogecoin/

jensen

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Dogecoin ( DOHZH-koyn or DOHJ-koyn, code: DOGE, symbol: Ð) is a cryptocurrency created by software engineers Billy Markus and Jackson Palmer, who decided to create a payment system as a joke, making fun of the wild speculation in cryptocurrencies at the time. Despite its satirical nature, some consider it a legitimate investment prospect. Dogecoin features the face of the Shiba Inu dog from the " Doge" meme as its logo and namesake. It was introduced on December 6, 2013, and quickly developed its own online community, reaching a market capitalization of US$85,314,347,523 on May 5, 2021.

Dogecoin.com promotes the currency as the "fun and friendly internet currency", referencing its origins as a joke.

Originally formed as a joke, Dogecoin was created by IBM software engineer Billy Markus and Adobe software engineer Jackson Palmer. They wanted to create a peer-to-peer digital currency that could reach a broader demographic than Bitcoin. In addition, they wanted to distance it from the controversial history of other coins. Dogecoin was officially launched on December 6, 2013, and within the first 30 days there were over a million visitors to Dogecoin.com.

Palmer is credited with making the idea a reality. At the time, he was a member of the Adobe Systems marketing department in Sydney. Palmer had purchased the domain Dogecoin.com and added a splash screen, which featured the coin's logo and scattered Comic Sans text. Markus reached out to Palmer after seeing the site, and started efforts to develop the currency. Markus had designed Dogecoin's protocol based on existing cryptocurrencies Luckycoin and Litecoin, which use scrypt technology in their proof-of-work algorithm. The use of scrypt means that miners cannot use SHA-256 bitcoin mining equipment, and instead must use dedicated FPGA and ASIC devices for mining which are known to be more complex to produce.

On December 19, 2013, Dogecoin jumped nearly 300 percent in value in 72 hours, rising from US$0.00026 to $0.00095, with a volume of billions of Dogecoins per day. This growth occurred during a time when bitcoin and many other cryptocurrencies were reeling from China's decision to forbid Chinese banks from investing into the bitcoin economy. Three days later, Dogecoin experienced its first major crash by dropping by 80% due to this event and to large mining pools exploiting the small amount of computing power required at the time to mine Dogecoin.

On December 25, 2013, the first major theft of Dogecoin occurred when millions of coins were stolen during a hack on the online cryptocurrency wallet platform Dogewallet. The hacker gained access to the platform's filesystem and modified its send/receive page to send any and all coins to a static address. This hacking incident spiked tweets about Dogecoin, making it the most mentioned altcoin on Twitter at the time, although it was in reference to a negative event. To help those who lost funds on Dogewallet after its breach, the Dogecoin community started an initiative named "SaveDogemas" to help donate coins to those who had them stolen. Approximately one month later, enough money was donated to cover all of the coins that were stolen.

In January 2014, the trading volume of Dogecoin briefly surpassed that of Bitcoin and all other crypto-currencies combined, however, its market capitalization remained substantially behind that of Bitcoin. Initially, Dogecoin featured a randomized reward that is received for each mining block, however, in March 2014 this behaviour was later updated to a static block reward.

In April 2015, Jackson Palmer announced plans to take an "extended leave of absence" from the cryptocurrency community.

During 2017 to early 2018 cryptocurrency bubble, Dogecoin briefly reached a peak of $0.017/coin on January 7, 2018, putting its total market capitalization near USD 2 billion.

In July 2020, the price of Dogecoin spiked following a TikTok trend aiming to get the coin's price to $1.

In January 2021, Dogecoin went up over 800% in 24 hours, attaining a price of $0.07, as a result of attention from Reddit users, partially encouraged by Elon Musk and the GameStop short squeeze. In February 2021, Dogecoin hit a new high price of $0.08 following Twitter encouragement from Musk, Snoop Dogg and Gene Simmons. In March 2021, Dallas Mavericks owner Mark Cuban announced his NBA team would allow purchasing tickets and products with Dogecoin; within two days, Cuban had declared his franchise had become the top Dogecoin merchant, having carried out 20,000 transactions.

In April 2021, Dogecoin and other cryptocurrencies surged, stimulated in part by the direct listing for cryptocurrency exchange Coinbase on April 14, although that platform did not provide trading of Dogecoin. Its price first reached $0.10 on April 14, before hitting a new high of $0.45 on April 16 (up 400% that week), with a volume of nearly $70 billion traded in the preceding 24 hours. At the time, Dogecoin's market capitalization approached $50 billion, making it the fifth-highest-valued cryptocurrency; its value had increased more than 7,000% year-to-date. Interest in Dogecoin contributed to an outage in electronic trading platform Robinhood's cryptocurrency system on April 15, caused by "unprecedented demand", and prompted concerns from experts of a nearing speculative bubble in the cryptocurrency market.

On May 4, 2021, the value of Dogecoin first surpassed the symbolic hurdle of $0.50, a greater than 20,000% increase in one year.

On May 8, 2021, despite, or perhaps because of expectations of a surge in interest in Dogecoin resulting from Elon Musk's appearance on Saturday Night Live, Dogecoin dropped 34% from $0.711 at the opening of the show to below $0.470 45 minutes later. By the following morning Dogecoin hit a swing low of $0.401, a cumulative drop of 43.6% and lost value of $35 billion.[citation needed ]

On May 9, 2021, SpaceX announced a rideshare mission to the Moon completely funded by Dogecoin, thus becoming the first space mission funded by a cryptocurrency. Elon Musk confirmed this news via Twitter. DOGE-1 will be a minor 40kg rideshare payload on Intuitive Machines' IM-1 mission in Q1 2022.

Use and exchanges

Several online exchanges offer DOGE/ BTC and DOGE/ LTC trading.

Dogecoin is an altcoin with many users. Mainstream commercial applications of the currency have gained traction on internet, such as a tipping system, in which social media users tip others for providing interesting or noteworthy content.

Trading physical, tangible items in exchange for DOGE takes place on online communities such as Reddit and Twitter, where users frequently share currency-related information.

Dogecoin has also been used to try to sell a house, and has been used in the pornography and poker industries.

Dogetipbot was a cryptocurrency transaction service used on popular sites like Reddit and Twitch. It allowed users to send Dogecoins to other users through commands via Reddit comments. In May 2017 Dogetipbot was discontinued and taken offline after its creator declared bankruptcy; this left many Dogetipbot users losing their coins stored in the Dogetipbot system.

Technology and DeFI

DeFi ( decentralized finance) is a form of finance that does not rely on middlemen such as brokerages, exchanges, or banks to offer financial instruments. This is accomplished using " smart contracts" which are automated enforceable agreements that do not need intermediaries like a bank or lawyer, but use online blockchain technology instead. While Dogecoin cannot interact with smart contracts directly given that it operates on its own chain, the coins can be "wrapped" so that they can be locked into a state that is interoperable with a contract until it is later released. The Ren Project has enabled Dogecoin (renDOGE) to be used on the ethereum blockchain and access the DeFI network. Most DeFI coins use the ethereum blockchain network. DeFi linked coins use decentralized applications (" dApps") to transact and trade on decentralized exchanges (DExs). An example of a Dexs is Uniswap; these are entirely peer-to-peer exchanges, without any company or other institution providing the platform.

Currency supply

Dogecoin started with a supply limit of 100 billion coins, which would have been far more coins than the top digital currencies were then allowing. By mid-2015 the 100 billionth Dogecoin had been mined with an additional 5 billion coins put into circulation every year thereafter. Although there is no theoretical supply limit, at this rate, the number of Dogecoins put into circulation will only double in 20 years (the next doubling will occur in the year 2075). There is no implemented hard cap on the total supply of Dogecoins. Nonetheless, in February 2014, Dogecoin founder Jackson Palmer announced that the limit would be removed in an effort to create a consistent reduction of its inflation rate over time. In other words, the inflation rate improves over time starting at 5% in 2015 to less than 4% by 2019, 3% by 2027, and 2% by 2035.

Mining parameters

Dogecoin's implementation differs from Litecoin by several parameters. Dogecoin's block time is 1 minute as opposed to Litecoin's 2.5 minutes.

Several cases of people using their employers' or universities' computers to mine Dogecoin have been discovered.

Fundraising

2014 Winter Olympics

The Dogecoin community and foundation have encouraged fundraising for charities and other notable causes. On January 19, 2014, a fundraiser was established by the Dogecoin community to raise $50,000 for the Jamaican Bobsled Team, which had qualified for, but could not afford to go to, the Sochi Winter Olympics. By the second day, $36,000 worth of Dogecoin was donated and the Dogecoin to bitcoin exchange rate rose by 50%. The Dogecoin community also raised funds for a second Sochi athlete, Shiva Keshavan.

Doge4Water

Inspired by the Winter Olympics fundraiser and smaller charity fundraising successes, the Dogecoin Foundation, led by Eric Nakagawa, began collecting donations to build a well in the Tana river basin in Kenya in cooperation with Charity: Water. They set out to raise a total of 40,000,000 ($30,000 at the time) Dogecoin before World Water Day (March 22). The campaign succeeded, collecting donations from more than 4,000 donors, including one anonymous benefactor who donated 14,000,000 Dogecoin (approx. $11,000).

On March 25, 2014, the Dogecoin community successfully raised 67.8 million Dogecoins (around $55,000 at the time) in an effort to sponsor NASCAR Sprint Cup Series driver Josh Wise. Nicknamed the "Moonrocket", the No. 98 car featured a Dogecoin/ Reddit-sponsored paint scheme and was driven by Wise at the Aaron's 499 at Talladega Superspeedway. Wise and the car were featured for nearly a minute, during which the race commentators discussed Dogecoin and the crowdfunding effort, while finishing twentieth and narrowly avoiding multiple wrecks. On May 16, Wise won a spot at the Sprint All-Star Race through an online fan vote beating household name Danica Patrick, largely due to the efforts of the Dogecoin Reddit community. He finished the race in fifteenth, the last car running. The following race in the Coca-Cola 600, Wise debuted a Dogecoin/Reddit.com helmet. Wise later announced he would run the car again at the Toyota/Save Mart 350 and the GEICO 500 as a thank-you gift to the community.[citation needed ] He finished twenty-eighth in the race due in part to a refueling issue; he was in twelfth place after a gas-and-go pit stop, but the gas can did not engage long enough, resulting in a second pit stop that took him towards the back of the pack. Eutechnyx, developer of the video game, added the Dogecoin car as a drivable car in a DLC pack.

On March 2, 2021, NASCAR Xfinity Series team B. J. McLeod Motorsports announced that Dogecoin would be sponsoring the No. 99 car in the Alsco Uniforms 300 at Las Vegas alongside Springrates; Stefan Parsons drove the car to a 36th-place finish as fuel line issues prevented him from completing the race. Coincidentally, his father Phil was the owner of the team that fielded the original Dogecoin-sponsored car in 2014.

Dogecoin's origin as a joke has made it difficult to be taken seriously by mainstream media and financial experts.

The cryptocurrency has had a long and problematic history of scams. It has been described as a pyramid scheme, where "those who got in early on bitcoin have a huge financial incentive to draw in others by any means necessary."

Akand Sitra of cryptocurrency risk management platform TRM Labs claims that Dogecoin itself is a scam, with over 65% of Dogecoins held by the top 98 wallets across the world. He also claims that the largest wallet holds 28% of all Dogecoins, and the top five wallets control 40% of the coin's entire supply.

References

External links

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Dogecoin ( DOHZH-koyn or DOHJ-koyn , code: DOGE, symbol: Ð) is a cryptocurrency created by software engineers Billy Markus and Jackson Palmer, who decided to create a payment system as a joke, making fun of the wild speculation in cryptocurrencies at the time. Despite its satirical nature, some consider it a legitimate investment prospect.

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Is there a need to create more public transport network (Bus, MRT, LRT) in Singapore?

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Is there a need to create more public transport network (Bus, MRT, LRT) in Singapore?

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The URL you wish to access is no longer available due to some changes to the data table. Kindly retrieve the latest URL via the SingStat Table Builder Home page.
Please contact us if you require assistance on specific statistical information.

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Singapore Department Of Statistics | An error has occurred

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The URL you wish to access is no longer available due to some changes to the data table. Kindly retrieve the latest URL via the SingStat Table Builder Home page. Please contact us if you require assistance on specific statistical information.

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Trend of household income vs cost of living

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Trend of household income vs cost of living

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Wang Zhiwei (Jacqelyn)

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Determining the difference in monthly rainfall in Singapore over 10 years

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Determining the difference in monthly rainfall in Singapore over 10 years

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Rainfall - Monthly Number of Rain Days-Data.gov.sg

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The number of rain days (day with rainfall amount of 0.2mm or more) in a month recorded at the Changi Climate Station.

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Wang Zhiwei (Jacqelyn)

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Chia Shu Ting

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Chia Shu Ting

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Context
- Average age people in a country lived.

Content
- 15 different countries with over 217 years

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https://www.imh.com.sg/wellness/page.aspx?id=554

https://www.psywellness.com.sg/conditions-treated/mood-depression/

https://www.moh.gov.sg/docs/librariesprovider4/guidelines/depression-cpg_r14_final.pdf

jensen

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Everyone has felt sad at one time or another. Usually it is due to a disappointment, frustration or losing someone. Such sadness is normal. Time heals, the mood lifts and people continue to get on with their lives.

But in some people, depression can be so severe that it dominates their lives, preventing them from coping as they are used to. Depression of this degree is an illness and needs treatment.

Prevalence

Depression has been called the "common cold of mental health problem". Depression is ranked by the World Health Organization (WHO) as the single largest contributor to global disability. At a global level, over 300 million people are estimated to suffer from depression, equivalent to 4.4% of the world's population. According to the Singapore Mental Health Study conducted in 2010, 5.8% of the adult population in Singapore suffered from Major Depressive Disorder at some time in their lifetime. Depression is more common among females than males. Although depression can and does affect people of all ages, from all walks of life, the risk of becoming depressed is increased by poverty, unemployment, life events such as the death of a loved one or a relationship break-up, physical illness and problems caused by alcohol and drug use (Source: Depression and Other Common Mental Disorders: Global Health Estimates. Geneva: World Health Organization; 2017. Licence: CC BY-NC-SA 3.0 IGO).

Symptoms / What to expect

The following are the most common symptoms of depression. If you experience 5 or more of these symptoms for 2 weeks or longer, you are probably depressed.

Persistent sadness or feeling down or gloomy

A loss of interest in activities previously enjoyed, such as socializing with friends and family, most of the day, nearly every day.

Loss of appetite and loss of weight.

Insomnia. For some people, on the contrary, they find that they are sleeping more than normal.

Feeling restless and agitated more easily.

Feeling tired and having little energy.

Unable to concentrate and think clearly and thereby becoming indecisive.

Feeling of worthlessness and quilt

Recurrent thoughts of death

Causes

Some types of depression run in families, indicating hereditary or genetic factors. In some families, major depression seems to occur generation after generation.

Studies have also suggested some biological component in depression. It may be associated with having too little or too much chemical in the brain. Certain medications have mood altering properties. Antidepressant medication act by altering and normalizing the biochemical imbalances in the brain.

Life events such as loss of job, retirement, divorce, death of a loved one or moving to a new house can precipitate a depressive illness. Social circumstances also play a part. If we are alone, have few or no friends, suffer from a chronic illness, them we may be more vulnerable to depression.

People with life threatening or long-term physical illness such as cancer, stroke, arthritis or heart disease are also more vulnerable to depression.

Personality may also play a part in depression. Some of us are more vulnerable than others because of the individual make-up or early life experiences.

Every often, a combination of genetic, psychological and environmental factors is involved in the onset of depression.

The good news is that whatever the cause, depression is treatable.

Treatment / Help available

Treatment consists of drug (antidepressant medication) and non-drug therapy. Usually a combined treatment is best: medication to gain relatively quick relief and psychotherapy to learn more effective ways to deal with life stresses.

Antidepressant Medication?

All antidepressant medications are equally effective but they have different side effects. The most often used antidepressants include tricyclics, monoamine oxidase inhibitors, lithium and selective serotonin inhibitos (SSRI).

Be patient when you take the medication. Anti-depressant medications do not begin working the day you take them but your mood will improve after one to two weeks. However, you may notice some improvement on the first day, especially in your sleep and feeling less tense and anxious. They are not addictive.

You can eat a normal diet (if not, your doctor will tell you). The medications are compatible with painkillers, antibiotics and contraceptives. However, you should avoid alcohol as the medication and alcohol combined can make you too drowsy.

Do not stop the medication once you start to feel better as you may relapse into depression again. You should discuss this with your doctor and let him advise you when to stop.

Like all medications, antidepressants have some side effects, though these are usually mild and tend to wear off as treatment goes on.

Some side effects of antidepressant medication:

Dry mouth

Constipation

Dizziness

Drowsiness

Nausea and stomach discomfort

Non-Drug Therapy

Psychotherapy
Psychotherapy involves talking things through with a trained counsellor or therapist. Talking to someone who can really listen and understand you without passing judgement can be a tremendous relief. You learn how to solve problems and cope with life stresses better.

Exercise
Exercise not only improves your health but it also gives you a sense of accomplishment. Endorphins ('feel good'hormones) are released during exercise and this can elevate your mood.

Relaxation Therapy
This involves deep breathing exercises and progressive muscle relaxation.

Support Groups
Support groups offer fellowship and you get to hear first hand accounts of how other with depression, like you, have learn to cope. Presently SAMH, IMH and the Behavioural Medicine Clinic at IMH run support groups. The group at IMH is a psychoeducation group, i.e. you learn about the depressive illness and methods of coping.

Electro-Convulsive Therapy (Ect)
ECT is only indicated for those with severe depression who have not responded to treatment or are highly suicidal. It involves giving a light general anaesthetic and an electric current is passed through the brain for few seconds. The whole procedure takes only about 15 minutes and the patient is only aware of having gone to sleep.

How To Help Yourself?

Don't bottle things up. Try to talk to someone close to you. It helps to have a good cry and talk things through.

Don't set yourself unrealistic or difficult goals. Do what you can.

Do something - do some light activities or get out of the house for some exercise and some fresh air. It helps to take your mind off things.

Eat a balanced diet, although you may not feel like eating.

Do not drown your sorrows in alcohol. Alcohol actually depresses the mood. It may give immediate relief but this is temporary and you end up more depressed. It is also bad for your health.

Don't despair: remind yourself that many other people have suffered from depression and have becomes better. You will eventually come out of it, just like they did.

Living With A Depressed Person - How Can You Help?

Get him to see a doctor so that he can be diagnosed and treated.

Offer emotional support. Spend time and encourage him to open up. Offer a listening ear.

Encourage him to continue with treatment. Reassure him that he will get better.

If the depressed person has mentioned not wanting to live or suicide, it is important to tell his therapist.

Where Can You Get Help?

If you, or someone you know is unable to cope with depression, professional help is available.
Seek treatment early. Don't suffer unnecessarily. Help is available and effective.

See video

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Everyone has felt sad at one time or another. Usually it is due to a disappointment, frustration or losing someone. Such sadness is normal. Time heals, the mood lifts and people continue to get on with their lives. But in some people, depression can be so severe that it dominates their lives, preventing them from coping as they are used to.

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Wang Zhiwei (Jacqelyn)

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How To Communicate Most Effectively With Each Enneagram Types

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How To Communicate Most Effectively With Each Enneagram Types

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Jacqueline Ang

Most Popular Instagram Post Ever - Communication Styles by Enneagram Types

Secrets to Effective Communication with Different Enneagram

How To Communicate Most Effectively With Each Enneagram

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How many Shengshiongs are there in Singapore vs Fairprice 

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How many Shengshiongs are there in Singapore vs Fairprice 

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Common scam types, losses and prevention effectiveness in SG

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Common scam types, losses and prevention effectiveness in SG

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- SPF
- ScamAlert
- data.gov.sg

Erwin

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Age-Standardised Mortality Rate for Ischaemic Heart Disease.

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Age-Standardised Mortality Rate for Ischaemic Heart Disease.

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Ministry of Health

Data.gov.sg

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Types of mobile games most spent money on

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Types of mobile games most spent money on

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https://en.wikipedia.org/wiki/List_of_highest-grossing_mobile_games

https://www.statista.com/statistics/1107262/most-popular-mobile-games-microtransactions-kids/

https://www.ranker.com/list/too-much-money-on-cell-games/alex-welch

jensen

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From Wikipedia, the free encyclopedia

Jump to navigation Jump to search

This is a list of the highest-grossing mobile games. This is a list of mobile games that have generated at least $100 million in gross revenue. The video game company with the highest number of titles on the list is Tencent, which publishes and/or owns 12 games on the list, including four in the top ten. The top-grossing mobile game is Honor of Kings (2015), also known as Arena of Valor internationally, a multiplayer online battle arena (MOBA) game published by Tencent. Five other Tencent titles on the list are from their subsidiary Supercell.

The highest-grossing mobile app of all time was previously Mixi's Monster Strike (2013), a role-playing physics puzzle// strategy video game that had grossed over $7.2 billion in worldwide revenue by October 2018. The highest-grossing mobile app before that was Puzzle & Dragons (2012), a role-playing puzzle video game from GungHo Online Entertainment that had earned $7 billion up until October 2018, when it was surpassed by Monster Strike.

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List of highest-grossing mobile games - Wikipedia

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From Wikipedia, the free encyclopedia Jump to navigation Jump to search This is a list of the highest-grossing mobile games. This is a list of mobile games that have generated at least $100 million in gross revenue.

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MSF Informal Survey on Informal Caregiving

Agency for Integrated Care

NCSS Caregivers

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Age-Standardised Mortality Rate for Stroke.

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Age-Standardised Mortality Rate for Stroke.

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Data.gov.sg

Ministry of Health Singapore

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Distribution of Singapore Residents with HIV/AIDS by Ethnic Groups

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Distribution of Singapore Residents with HIV/AIDS by Ethnic Groups

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Ministry of Health

Data.gov.sg

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Self-Care Strategy for Every Enneagram Type

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Self-Care Strategy for Every Enneagram Type

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Jacqueline Ang

The Self Care You Avoid (But Need) Based On Your Enneagram Type

Self-Care Practices You Can Do At Home, Based On Your Enneagram Type

Self-Care According to Your Enneagram Personality Type

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https://data.gov.sg/dataset/price-indices-of-non-landed-properties-by-locality

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https://www.motorist.sg/coe-results

https://data.gov.sg/dataset?q=COE

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https://www.healthxchange.sg/fitness-exercise/weight-management/obesity-singapore-chart

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https://www.moe.gov.sg/-/media/files/post-secondary/web-publication-sutd-ges-2019.pdf?la=en&hash=6D94B22C87A50A846CEB1F600FAB3DF76549AD9C

https://www.moe.gov.sg/-/media/files/post-secondary/ges-2020/web-publication-nus-ges-2020.pdf

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http://www.salaryexplorer.com/salary-survey.php?loc=196&loctype=1

https://stats.mom.gov.sg/Pages/Income-Summary-Table.aspx

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Prevalence of obesity among adults - WHO

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GHO | By category | Prevalence of obesity among adults, BMI ≥ 30, age-standardized - Estimates by country

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When will the world reach herd immunity?

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Herd immunity, lockdowns and Covid-19
Covid-19 Vaccinations
Covid-19 Vaccine projection

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Singapore private residential property price trends

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Singapore private residential property price trends

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URA private residential property transactions

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Number of full-time intake, enrolment and graduates in post-secondary education institutions

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Number of full-time intake, enrolment and graduates in post-secondary education institutions.

Notes: 1) Intake figures include students who entered directly into the second and subsequent years. 2) University figures are for first degree only. 3) National Institute of Education (NIE) figures are for Diplomas and Post-graduate Diplomas in education-related subjects. BA / BSc (Education) figures are included under Nanyang Technological University. 4) Polytechnic figures are for full-time diploma courses only. 5) LASALLE College of the Arts and Nanyang Academy of Fine Arts (NAFA) first degree figures are for publicly-funded full-time courses (started in 2012 and 2011 respectively) only. 6) Institute of Technical Education (ITE) was established in 1992 to replace the former Vocational & Industrial Training Board. ITE figures exclude apprentices.

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Intake, Enrolment and Graduates by Institutions-Data.gov.sg

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Number of full-time intake, enrolment and graduates in post-secondary education institutions. Notes: 1) Intake figures include students who entered directly into the second and subsequent years. 2) University figures are for first degree only. 3) National Institute of Education (NIE) figures are for Diplomas and Post-graduate Diplomas in education-related subjects.

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Amount applicable for setting aside in Retirement Account when CPF members reach 55

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Amount applicable for setting aside in Retirement Account when CPF members reach 55

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Amount applicable for setting aside in Retirement Account when CPF members reach 55.

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Name: Chang Kwai Leng
Email: kwaileng@gmail.com

https://worldhappiness.report/ed/2021/

https://countryeconomy.com/demography/world-happiness-index/singapore

https://databank.worldbank.org/happiness-data/id/1d38fdc3

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Graduate Employment Rate and Starting Salary

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Graduate Employment Rate and Starting Salary

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Ice Mass lost in relation to climate change 

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Ice Mass lost in relation to climate change 

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Datasets:
https://datahub.io/core/glacier-mass-balance
https://datahub.io/core/global-temp

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Datasets:
https://data.worldbank.org/indicator/SP.DYN.TFRT.IN?locations=SG
https://www.singstat.gov.sg/modules/infographics/total-fertility-rate

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Chart and table of the Singapore birth rate from 1950 to 2021. United Nations projections are also included through the year 2100.

The current birth rate for Singapore in 2021 is 8.502 births per 1000 people, a 0.96% decline from 2020.

The birth rate for Singapore in 2020 was 8.584 births per 1000 people, a 0.96% decline from 2019.

The birth rate for Singapore in 2019 was 8.667 births per 1000 people, a 0.95% decline from 2018.

The birth rate for Singapore in 2018 was 8.750 births per 1000 people, a 1.74% decline from 2017.

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Chart and table of the Singapore birth rate from 1950 to 2021. United Nations projections are also included through the year 2100. The current birth rate for Singapore in 2021 is 8.502 births per 1000 people, a 0.96% decline from 2020. The birth rate for Singapore in 2020 was 8.584 births per 1000 people, a 0.96% decline from 2019.

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Datasets:
https://www.police.gov.sg/media-room/statistics
https://data.gov.sg/dataset?q=crime
https://www.tablebuilder.singstat.gov.sg/publicfacing/createDataTable.action?refId=15649

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Name: Chang Kwai Leng
Email: kwaileng@gmail.com

https://data.world/datasets/cybercrime

https://www.smartnation.gov.sg/resources/open-data-resources

https://www.tablebuilder.singstat.gov.sg/publicfacing/createDataTable.action?refId=15649

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https://stats.mom.gov.sg/Pages/Unemployment-Summary-Table.aspx

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Juveniles and Youth at Risk in Singapore

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Juveniles and Youth at Risk in Singapore

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https://www.tablebuilder.singstat.gov.sg/publicfacing/backToSelectVariable.action

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https://covid19.who.int/table

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https://data.gov.sg/dataset/waste-disposed-of-and-recycled-annual

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Marital Status, Marriages and Divorces - Total Divorce

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Marital Status, Marriages and Divorces - Total Divorce

# data[].attributes.body
https://www.tablebuilder.singstat.gov.sg/publicfacing/createDataTable.action?refId=14172

# data[].attributes.headline
Gauging prevalence of and attitudes towards mental health issues among tech workers

# data[].attributes.subject
Gauging prevalence of and attitudes towards mental health issues among tech workers

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https://data.world/gswider/open-sourcing-mental-illness-osmi-2016-survey-analysis

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Technology trends facing the Singapore economy

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Technology trends facing the Singapore economy

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Future of work: Workforce strategies for post COVID-19 recovery

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Future of work: Workforce strategies for post COVID-19 recovery

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https://data.gov.sg/dataset/hdb-resale-price-index?view_id=5f6bf0e2-3f8c-4a86-80b4-3fea3fbf1d81&resource_id=52e93430-01b7-4de0-80df-bc83d0afed40

Name: Ng Wangqing Adam
Email: sgus_adam_ng@mymail.sutd.edu.sg

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https://www.hdb.gov.sg/residential/buying-a-flat/resale/getting-started/resale-statistics

Name: Ng Wangqing Adam
Email: sgus_adam_ng@mymail.sutd.edu.sg

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https://www.singstat.gov.sg/-/media/files/publications/population/smd2019.pdf

Name: Ng Wangqing Adam
Email: sgus_adam_ng@mymail.sutd.edu.sg

# data[].attributes.body
Name: Chang Kwai Leng
Email: kwaileng@gmail.com

https://www.nccs.gov.sg/faqs/impact-of-climate-change-and-adaptation-measures/

https://climate.nasa.gov/vital-signs/sea-level/

https://blogs.ntu.edu.sg/hp3203-1718-s2-15/sea-level-rise/

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- Christopher Gomez

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Trend of developer jobs / Forecasting of Bitcoin Prices / Predict HDB resale price

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Trend of developer jobs / Forecasting of Bitcoin Prices / Predict HDB resale price

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1. Does coding experience determine your salary as a developer?
2. Can machine learning algorithm be used to predict Bitcoin prices ?
3. Is HDB flats near MRT station more expensive ?

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Resale transacted prices. Prior to March 2012, data is based on date of approval for the resale transactions.
For March 2012 onwards, the data is based on date of registration for the resale transactions.

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Resale transacted prices. Prior to March 2012, data is based on date of approval for the resale transactions. For March 2012 onwards, the data is based on date of registration for the resale transactions.

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1.  The future Tourist            2. Running for longevity            3. Climate change and Singapore

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1.  The future Tourist            2. Running for longevity            3. Climate change and Singapore

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1. Amazon vs Alibaba - The rise of eCommerce

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1. Amazon vs Alibaba - The rise of eCommerce

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https://www.statista.com/topics/871/online-shopping/

2. Ride-Hailing vs Taxis - How the landscape has changed
https://www.businessofapps.com/data/ride-hailing-app-market/
https://brandessenceresearch.com/technology-media/ride-hailing-market-2018-2024/

3. The future of Tourism Industry
https://www.singstat.gov.sg/find-data/search-by-theme/industry/tourism/latest-data

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Salaries and education background of foreigners working in Singapore.

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Salaries and education background of foreigners working in Singapore.

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I am interested to find out if there are trends between income levels of foreigners and their education backgrounds, to identify what are the gaps that we require to be filled and from there investigate if we have deficiencies in our education system which resulted in these gaps.

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https://www.tablebuilder.singstat.gov.sg/publicfacing/createDataTable.action?refId=15207

We apparently have gaps in a myriad of sectors. However our graduates are predominantly of engineering background.

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We have a lower TFR over the years, means less Singapore citizens. Yet Education spending is increasing.

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We have a lower TFR over the years, means less Singapore citizens. Yet Education spending is increasing.

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https://www.tablebuilder.singstat.gov.sg/publicfacing/createDataTable.action?refId=15204

How are we spending the taxpayers money and who and where are we spending it on?

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https://www.singstat.gov.sg/find-data/search-by-theme/households/households/latest-data

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https://www.singstat.gov.sg/find-data/search-by-theme/population/marital-status-marriages-and-divorces/latest-data

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https://www.singstat.gov.sg/find-data/search-by-theme/society/public-safety/latest-data

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https://www.singstat.gov.sg/publications/reference/ebook/society/climate-and-air-quality

https://data.gov.sg/dataset/air-temperature-absolute-extremes-maximum

https://data.gov.sg/dataset/surface-air-temperature-monthly-absolute-extreme-minimum

https://data.gov.sg/dataset/rainfall-monthly-total?view_id=515f3266-8ce0-459b-b10a-c819ed2f2dcb&resource_id=778814b8-1b96-404b-9ac9-68d6c00e637b

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Private (Non-Landed) Residential property prices In Singapore

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Private (Non-Landed) Residential property prices In Singapore

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https://www.ura.gov.sg/realEstateIIWeb/transaction/search.action

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https://www.singstat.gov.sg/find-data/search-by-theme/population/population-and-population-structure/latest-data

https://www.tablebuilder.singstat.gov.sg/publicfacing/downloadMultiple.action?id=118

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Marriage Age Differential of Groom and Bride in Singapore

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Marriage Age Differential of Groom and Bride in Singapore

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Total marriages comprise civil marriages registered under the Women's Charter and Muslim marriages registered under the Administration of Muslim Law Act. They are obtained from records maintained by the Registry of Marriages and the Registry of Muslim Marriages.

Total may include marriages with attribute(s) not reported.

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Total Marriages by Age Differential of Grooms To Brides And Marriage Order, Annual-Data.gov.sg

# data[].attributes.attachment_link.description
Total marriages comprise civil marriages registered under the Women's Charter and Muslim marriages registered under the Administration of Muslim Law Act. They are obtained from records maintained by the Registry of Marriages and the Registry of Muslim Marriages. Total may include marriages with attribute(s) not reported.

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Demographics of Singaporeans by Ethnicity

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Demographics of Singaporeans by Ethnicity

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Singapore Citizens By Age Group, Ethnic Group And Sex, End June, Annual-Data.gov.sg

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Demographics of Graduates from Singapore Institutions

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Demographics of Graduates from Singapore Institutions

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Number of full-time intake, enrolment and graduates in post-secondary education institutions.

Notes: 1) Intake figures include students who entered directly into the second and subsequent years. 2) University figures are for first degree only. 3) National Institute of Education (NIE) figures are for Diplomas and Post-graduate Diplomas in education-related subjects. BA / BSc (Education) figures are included under Nanyang Technological University. 4) Polytechnic figures are for full-time diploma courses only. 5) LASALLE College of the Arts and Nanyang Academy of Fine Arts (NAFA) first degree figures are for publicly-funded full-time courses (started in 2012 and 2011 respectively) only. 6) Institute of Technical Education (ITE) was established in 1992 to replace the former Vocational & Industrial Training Board. ITE figures exclude apprentices.

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Intake, Enrolment and Graduates by Institutions-Data.gov.sg

# data[].attributes.attachment_link.description
Number of full-time intake, enrolment and graduates in post-secondary education institutions. Notes: 1) Intake figures include students who entered directly into the second and subsequent years. 2) University figures are for first degree only. 3) National Institute of Education (NIE) figures are for Diplomas and Post-graduate Diplomas in education-related subjects.

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1. CO2 and greenhouse gas emission in relation to GDP and Population in different countries
2. Happiness, time spend on different activities of people in different countries
3. CO2 and greenhouse gas emission in relation to source of energy production in different countries
email: sgus_chikar_chan@mymail.sutd.edu.sg

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Relationship between a country's GDP and population, and its CO2 emission/its CO2 emission versus its Happiness Index

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Relationship between a country's GDP and population, and its CO2 emission/its CO2 emission versus its Happiness Index

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https://ourworldindata.org/co2-and-other-greenhouse-gas-emissions
https://ourworldindata.org/happiness-and-life-satisfaction

sgus_tongteck_yap@mymail.sutd.edu.sg

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Singapore dengue cases versus rainfall and temperatures

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Singapore dengue cases versus rainfall and temperatures

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http://www.weather.gov.sg/climate-historical-daily/
https://data.gov.sg/dataset/weekly-number-of-dengue-and-dengue-haemorrhagic-fever-cases
https://www.moh.gov.sg/resources-statistics/infectious-disease-statistics/2018/weekly-infectious-diseases-bulletin

sgus_tongteck_yap@mymail.sutd.edu.sg

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https://data.gov.sg/dataset/resale-flat-prices

sgus_tongteck_yap@mymail.sutd.edu.sg

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Might be interesting to see the trends in global terrorism e.g. whether there is a correlation to the type of economy/religious motivation etc.

https://www.kaggle.com/START-UMD/gtd

Name: Priscilla Nicole Santa Maria
sgus_santamaria@mymail.sutd.edu.sg

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Interesting to see the amount of patents generated in Singapore and whether there can be a correlation drawn to show how innovative a society is.

https://data.gov.sg/dataset/patents-applied-awarded-and-owned-by-sector?resource_id=8b40d22f-9dcc-41b3-9bac-dec46c8f6620

Name: Priscilla Nicole Santa Maria
sgus_santamaria@mymail.sutd.edu.sg

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Since we're all getting vaccinated, it'll be interesting to see which country has a more effective vaccination program.
https://www.kaggle.com/gpreda/covid-world-vaccination-progress

Name: Priscilla Nicole Santa Maria
sgus_santamaria@mymail.sutd.edu.sg

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Total number of covid cases and deaths worldwide

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Total number of covid cases and deaths worldwide

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Number of foreign domestic workers in Singapore 2013-2019

https://www.statista.com/statistics/953137/singapore-foreign-domestic-workers-employed/#statisticContainer

Average monthly income of migrant workers in China 2010-2020

https://www.statista.com/statistics/306686/china-monthly-income-of-migrant-workers/

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Total number of covid cases and deaths worldwide

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Total number of covid cases and deaths worldwide

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https://www.worldometers.info/coronavirus/?utm_campaign=homeAdvegas1?

Gross Monthly Income From Work (Including Employer CPF) Of Full-time Employed Residents, Annual
https://www.tablebuilder.singstat.gov.sg/publicfacing/createDataTable.action?refId=14603

Total Divorces
https://www.tablebuilder.singstat.gov.sg/publicfacing/createDataTable.action?refId=14172

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Is online shopping the new normal?

https://www.channelnewsasia.com/news/commentary/coronavirus-covid-19-online-grocery-shop-e-commerce-digital-12606982

https://www.statista.com/outlook/dmo/ecommerce/singapore

https://iprice.sg/insights/mapofecommerce/

Immigration trends in Singapore

https://www.singstat.gov.sg/find-data/search-by-theme/population/population-and-population-structure/latest-data

https://data.gov.sg/dataset/number-of-passengers-cleared-at-the-checkpoints-arrival-and-departure

https://www.statista.com/statistics/698035/singapore-number-of-immigrants/

Waste generation and Recycling in Singapore

https://www.nea.gov.sg/our-services/waste-management/waste-statistics-and-overall-recycling

https://www.channelnewsasia.com/news/singapore/less-waste-generated-singapore-recycling-rates-drop-14678238

https://www.mse.gov.sg/resources/key-environmental-statistics.pdf

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Historical Prices of Ethereum (Crypto Currency)

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Historical Prices of Ethereum (Crypto Currency)

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History of HDB Resale Flat

Singapore Fertility Rate

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Study what are the environmental trends and energy consumption and its potential in the future

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Weather, electricity, water, pollution and waste

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https://www.businesstimes.com.sg/real-estate/bt-explains-why-are-condo-hdb-rents-rising

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https://www.rightmove.co.uk/

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Should I get an endowment policy for my child or build my child's Special Account? 

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Should I get an endowment policy for my child or build my child's Special Account? 

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Which one has more monetary returns? Assume funds are not needed (no need to cash out) for the next 40 years.