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This is a site to publish my findings and research which are based on data science to aid you in your decision making process for investments in stocks and property, particularly in the Singapore market. This site may also contains affiliate links which I may receive a commission if you press on these links.

Please take note that all data and information provided on this site is for informational purposes only and do not represent investment advice. Posts presented are purely representations of my work. There is no guarantee on the accuracy, completeness, suitability or validity of any information on this site. Please consult a financial professional for professional financial advice.

datascienceinvestor

Jun 17, 2020
4 min

A look back at the past 6 months

Disclaimer: This post is mainly a post of reflection and do not contain data-backed analysis on either property or stock. This blog was created in December 2019. With the blog hitting the 6 months mark this month, I thought it is a good point of time for me to do some reflections and briefly summarise what's going on in this blog for the past 6 months. Since the beginning, the main objective behind this blog is to provide more data-based articles on general investing in stock

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Buying a private property in District 11

datascienceinvestor

May 13, 2020
6 min

Buying a private property in District 11

(Photo credit: Wikipedia) Date of Analysis: 7 May 2020 Period of data: Apr 2017 to Apr 2020 Number of transactions analyzed: 1466 (transaction data extracted from URA website) This is part of an ongoing series "Singapore Private Condominium Guide". Please refer to the link for analysis on the other districts. District 11 is one of the districts within the CCR (Core Central Region) of Singapore. It comprises of few areas such as Novena, Newton and Thomson. Some of the private

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datascienceinvestor

May 6, 2020
5 min

Buying a private property in District 2

(Photo credit: Wikipedia) Date of Analysis: 22 April 2020 Period of data: Apr 2017 to Apr 2020 Number of transactions analyzed: 798 (transaction data extracted from URA website) This is part of an ongoing series "Singapore Private Condominium Guide". Please refer to the link for analysis on the other districts. District 2 is one of the districts within the CCR (Core Central Region) of Singapore. It comprises of few areas such as Anson Road, Shenton Way and Tanjong Pagar. Some

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datascienceinvestor

Apr 29, 2020
6 min

Buying a private property in District 7

(Photo credit: Wikipedia) Date of Analysis: 13 Apr 2020 Period of data: Apr 2017 to Mar 2020 Number of transactions analyzed: 773 (transaction data extracted from URA website) This is part of an ongoing series "Singapore Private Condominium Guide". Please refer to the link for analysis on the other districts. District 7 is one of the districts within the RCR (Rest of Core Central Region) of Singapore. It comprises of a few neighbourhoods such as Beach Road, Bugis and Rochor.

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datascienceinvestor

Apr 22, 2020
5 min

Buying a private property in District 1

(Photo credit: Wikipedia) Date of Analysis: 6 April 2020 Period of data: Apr 2017 to Mar 2020 Number of transactions analyzed: 705 (transaction data extracted from URA website) This is part of an ongoing series "Singapore Private Condominium Guide". Please refer to the link for analysis on the other districts. District 1 is one of the districts within the CCR (Core Central Region) of Singapore. It comprises of few areas such as Raffles Place, Boat Quay and Chinatown. Some of

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Buying a private property in District 26

datascienceinvestor

Apr 15, 2020
5 min

Buying a private property in District 26

(Photo credit: Wikipedia) Date of Analysis: 30 March 2020 Period of data: Mar 2017 to Mar 2020 Number of transactions analyzed: 369 (transaction data extracted from URA website) This is part of an ongoing series "Singapore Private Condominium Guide". Please refer to the link for analysis on the other districts. District 26 is one of the prime districts within the OCR (Rest of Core Central Region) of Singapore. It comprises of few neighbourhoods such as Upper Thomson, Mandai a

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Is simplicity the best way of investing? (based on historical data)

datascienceinvestor

Apr 10, 2020
5 min

Is simplicity the best way of investing? (based on historical data)

With the huge volatility in the market in recent months due to the many unprecedented events (is it me or do you all think that the word unprecedented has been heavily used nowadays), there have been many questions from many different groups of people on the topic of investing. Some of these questions are "Is this the best time to get into the market?" or "Is this a dead cat bounce?" etc. Most of these questions point to the same topic of trying to understand what's exactly t

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Buying a private property in District 12

datascienceinvestor

Apr 8, 2020
6 min

Buying a private property in District 12

(Photo credit: Wikipedia) Date of Analysis: 23 March 2020 Period of data: Mar 2017 to Mar 2020 Number of transactions analyzed: 1789 (transaction data extracted from URA website) This is part of an ongoing series "Singapore Private Condominium Guide". Please refer to the link for analysis on the other districts. District 12 is one of the districts within the RCR (Rest of Core Central Region) of Singapore. It comprises of few neighbourhoods such as Toa Payoh, Serangoon and Bal

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Dividends- the next best thing after sliced bread?

datascienceinvestor

Apr 4, 2020
5 min

Dividends- the next best thing after sliced bread?

Let's talk about dividends. For the uninitiated, dividend is a distribution of rewards/profits from the company to the owners of the company's stock aka the shareholders. It could be given either in the form of additional stocks, or cash. Sometimes, this option is given to you as a shareholder. Sometimes, it's not. Most of the times, dividends are given at specific regular intervals (eg. every quarter/half-yearly etc). To the shareholders, dividends represent a source of pass

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Buying a private property in District 28

datascienceinvestor

Apr 1, 2020
6 min

Buying a private property in District 28

(Photo credit: Wikipedia) Date of Analysis: 17 March 2020 Period of data: Mar 2017 to Mar 2020 Number of transactions analyzed: 1223 (transaction data extracted from URA website) This is part of an ongoing series "Singapore Private Condominium Guide". Please refer to the link for analysis on the other districts. District 28 is one of the districts within the OCR (Outside of Central Region) of Singapore. It comprises of few neighbourhoods such as Seletar and Yio Chu Kang. Some

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Is the market a perfect information game?

datascienceinvestor

Mar 27, 2020
5 min

Is the market a perfect information game?

Game theory is increasingly becoming an important area in data science, and is something that warrants my interest of late. If you are wondering what game theory is, here is an example. You are standing in the queue for one of the cashier lanes in NTUC. The lane besides you seems to be moving faster. You took a look at it and wonder if you should leave your current queue to join the next lane. That's game theory. Essentially, it means a set of strategic framework which a coun

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Buying a private property in District 15

datascienceinvestor

Mar 25, 2020
6 min

Buying a private property in District 15

(Photo credit: Wikipedia) Date of Analysis: 8 March 2020 Period of data: Mar 2017 to Mar 2020 Number of transactions analyzed: 4521 (transaction data extracted from URA website) This is part of an ongoing series "Singapore Private Condominium Guide". Please refer to the link for analysis on the other districts. District 15 is one of the prime districts within the RCR (Rest of Core Central Region) of Singapore. It comprises of few neighbourhoods such as Katong, Marine Parade a

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My sentiments exactly?- A look at sentiment analysis in these dire stock market conditions

datascienceinvestor

Mar 20, 2020
5 min

My sentiments exactly?- A look at sentiment analysis in these dire stock market conditions

Sentiment analysis has been increasingly used in many aspects of companies’ decision making process nowadays. Through sentiment analysis, companies are able to better understand how do their customers feel about their new product launch, which aspect of customer service irritates their customer the most, how has the brand image grew over the past year etc. Such insights are of high value to the businesses as it allow them to clearly hear and understand the voice of customer.

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datascienceinvestor

Mar 18, 2020
5 min

Buying a private property in District 4

(Photo credit: Wikipedia) Date of Analysis: 1 March 2020 Period of data: Feb 2017 to Feb 2020 Number of transactions analyzed: 790 (transaction data extracted from URA website) This is part of an ongoing series "Singapore Private Condominium Guide". Please refer to the link for analysis on the other districts. District 4 is one of the prime districts within the RCR (Rest of Core Central Region) of Singapore. It comprises of few neighbourhoods such as Harbourfront and Telok Bl

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