Name: Pine
SKU: PINE
Price: 0.00261038 USD

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&lt;table&gt; &lt;tr&gt;&lt;td&gt; &lt;a href=&quot;https://www.reddit.com/r/CryptoCurrency/comments/ymr405/i_do_backtesting_for_dcabased_investment/&quot;&gt; &lt;img src=&quot;https://b.thumbs.redditmedia.com/-3i3B8WWnMGXn0GBsPBDSmFNa3dQWL4wlU_bsZOhMHU.jpg&quot; alt=&quot;I do backtesting for DCA-based investment strategies: community update! DCA or buy the dip?&quot; title=&quot;I do backtesting for DCA-based investment strategies: community update! DCA or buy the dip?&quot; /&gt; &lt;/a&gt; &lt;/td&gt;&lt;td&gt; &lt;!-- SC_OFF --&gt;&lt;div class=&quot;md&quot;&gt;&lt;p&gt;Hello everyone,&lt;/p&gt; &lt;p&gt;I do programming for a hobby and after learning Python (&amp;lt;3) I took a dive into Pine Script on Tradingview. You can try investment strategies on historical chart data.&lt;/p&gt; &lt;p&gt;After my &lt;a href=&quot;https://www.reddit.com/r/CryptoCurrency/comments/yht270/i_do_backtesting_for_different_investment/&quot;&gt;first post&lt;/a&gt; I&amp;#39;ve implemented and tested several ideas from your comments:&lt;/p&gt; &lt;ul&gt; &lt;li&gt;&lt;strong&gt;daily, weekly or monthly DCA&lt;/strong&gt; &lt;em&gt;-&lt;/em&gt; result: statistically it doesn&amp;#39;t matter on which weekday or which timeframe you do your DCA, do what&amp;#39;s most comfortable&lt;/li&gt; &lt;li&gt;&lt;strong&gt;&amp;#39;buy the dip&amp;#39; DCA&lt;/strong&gt; - buy only when prices are at least 60% / 70% lower than last ATH&lt;/li&gt; &lt;li&gt;&lt;strong&gt;&amp;#39;MACD-DCA&amp;#39; [1]&lt;/strong&gt; - stacking your USD until buy signals occur / sell everything at local highs (sorry for TA, this is more swing trading than DCA to be honest)&lt;/li&gt; &lt;li&gt;&lt;strong&gt;RSI-investing&lt;/strong&gt; - only invest at low RSI values - worst strategy (ignored) &lt;strong&gt;[1]&lt;/strong&gt;&lt;/li&gt; &lt;li&gt;All tested with a monthly investment of &lt;strong&gt;$500 USD&lt;/strong&gt; and &lt;strong&gt;0.3%&lt;/strong&gt; slippage / fees because buying isn&amp;#39;t free&lt;/li&gt; &lt;li&gt;Not financial advice and always DYOR (don&amp;#39;t do automatic MACD trading or something like that)&lt;/li&gt; &lt;/ul&gt; &lt;h1&gt;Bitcoin since 1/1/2018 (buying near ATH)&lt;/h1&gt; &lt;p&gt;Total investment: $29k - all results rounded&lt;/p&gt; &lt;table&gt;&lt;thead&gt; &lt;tr&gt; &lt;th align=&quot;left&quot;&gt;simple DCA (1st of every month):&lt;/th&gt; &lt;th align=&quot;left&quot;&gt;$58k - $29k profit&lt;/th&gt; &lt;/tr&gt; &lt;/thead&gt;&lt;tbody&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;buy-the-dip DCA 60% under ATH:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$62k - $33k profit&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;buy-the-dip DCA 70% under ATH:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$75k - $46k profit&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;MACD-investing:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$75k - $47k profit&lt;/td&gt; &lt;/tr&gt; &lt;/tbody&gt;&lt;/table&gt; &lt;h1&gt;ETH since 1/1/2018&lt;/h1&gt; &lt;p&gt;Total investment: $29k - all results rounded&lt;/p&gt; &lt;table&gt;&lt;thead&gt; &lt;tr&gt; &lt;th align=&quot;left&quot;&gt;simple DCA (1st of every month):&lt;/th&gt; &lt;th align=&quot;left&quot;&gt;$138k - $109k profit&lt;/th&gt; &lt;/tr&gt; &lt;/thead&gt;&lt;tbody&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;buy-the-dip DCA 60% under ATH:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$141k - $112k profit&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;buy-the-dip DCA 70% under ATH:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$145k - $117k profit&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;MACD-investing:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$120k - $91k profit&lt;/td&gt; &lt;/tr&gt; &lt;/tbody&gt;&lt;/table&gt; &lt;p&gt;This is what buying 60% under last ATH looks like. Obviously during a bullrun a lot of money is being stacked, leading to a huge buy after the next crash. Bought the Corona-Dip like a Sniper:&lt;/p&gt; &lt;p&gt;&lt;a href=&quot;https://preview.redd.it/76ex0wp774y91.png?width=1704&amp;amp;format=png&amp;amp;auto=webp&amp;amp;s=364d5db35185f6eb56c9365dd258498f8ea43fd4&quot;&gt;https://preview.redd.it/76ex0wp774y91.png?width=1704&amp;amp;format=png&amp;amp;auto=webp&amp;amp;s=364d5db35185f6eb56c9365dd258498f8ea43fd4&lt;/a&gt;&lt;/p&gt; &lt;h1&gt;Lucky-Loser-Investment - since may 2021 ATH&lt;/h1&gt; &lt;p&gt;Total investment: $9,500 - all results rounded&lt;/p&gt; &lt;table&gt;&lt;thead&gt; &lt;tr&gt; &lt;th align=&quot;left&quot;&gt;simple DCA (1st of every month):&lt;/th&gt; &lt;th align=&quot;left&quot;&gt;$6,100 - &lt;strong&gt;3,400$ loss&lt;/strong&gt;&lt;/th&gt; &lt;/tr&gt; &lt;/thead&gt;&lt;tbody&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;buy-the-dip DCA 60% under ATH:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$8,300 - &lt;strong&gt;1,200$ loss&lt;/strong&gt;&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;buy-the-dip DCA 70% under ATH:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$10,6000 - 1,100$ profit&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;MACD-investing:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$8,300 - &lt;strong&gt;1,200$ loss&lt;/strong&gt;&lt;/td&gt; &lt;/tr&gt; &lt;/tbody&gt;&lt;/table&gt; &lt;p&gt;A very short timeframe, thus the results should be taken with a bag of salt.&lt;/p&gt; &lt;h1&gt;Long-time test - buying Bitcoin since 11/30/2013 (ATH)&lt;/h1&gt; &lt;p&gt;Total investment: $54k - all results rounded&lt;/p&gt; &lt;table&gt;&lt;thead&gt; &lt;tr&gt; &lt;th align=&quot;left&quot;&gt;simple DCA (1st of every month):&lt;/th&gt; &lt;th align=&quot;left&quot;&gt;$1.12M - $1.07M profit&lt;/th&gt; &lt;/tr&gt; &lt;/thead&gt;&lt;tbody&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;buy-the-dip DCA 60% under ATH:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$1.04M - $0.99M profit&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;buy-the-dip DCA 70% under ATH:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;$1.01M - $0.96M profit&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td align=&quot;left&quot;&gt;MACD-investing:&lt;/td&gt; &lt;td align=&quot;left&quot;&gt;&lt;strong&gt;$1.9M - $1.9M profit (wtf)&lt;/strong&gt;&lt;/td&gt; &lt;/tr&gt; &lt;/tbody&gt;&lt;/table&gt; &lt;p&gt;Please tell me if you have any ideas or strange investment strategies. Most strategies you will find will be sold to you by cherrypicked data. We can test that stuff.&lt;/p&gt; &lt;p&gt;[1] RSI: no matter what timeframe or levels I tried, buying according to RSI values has been worse than just DCA.&lt;/p&gt; &lt;/div&gt;&lt;!-- SC_ON --&gt; &amp;#32; submitted by &amp;#32; &lt;a href=&quot;https://www.reddit.com/user/Tavionnf&quot;&gt; /u/Tavionnf &lt;/a&gt; &lt;br/&gt; &lt;span&gt;&lt;a href=&quot;https://www.reddit.com/r/CryptoCurrency/comments/ymr405/i_do_backtesting_for_dcabased_investment/&quot;&gt;[link]&lt;/a&gt;&lt;/span&gt; &amp;#32; &lt;span&gt;&lt;a href=&quot;https://www.reddit.com/r/CryptoCurrency/comments/ymr405/i_do_backtesting_for_dcabased_investment/&quot;&gt;[comments]&lt;/a&gt;&lt;/span&gt; &lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;

I do backtesting for DCA-based investment strategies: community update! DCA or buy the dip?

&lt;table&gt; &lt;tr&gt;&lt;td&gt; &lt;a href=&quot;https://www.reddit.com/r/CryptoCurrency/comments/yht270/i_do_backtesting_for_different_investment/&quot;&gt; &lt;img src=&quot;https://b.thumbs.redditmedia.com/JisTL5Yx2SUU0N7mewjBUwByyB-ZgnVNTd7zmcoICfU.jpg&quot; alt=&quot;I do backtesting for different investment strategies like DCA - here is what I've found out (so far)&quot; title=&quot;I do backtesting for different investment strategies like DCA - here is what I've found out (so far)&quot; /&gt; &lt;/a&gt; &lt;/td&gt;&lt;td&gt; &lt;!-- SC_OFF --&gt;&lt;div class=&quot;md&quot;&gt;&lt;p&gt;Hello everyone,&lt;/p&gt; &lt;p&gt;over time (in the stock market) I&amp;#39;ve made some progress in backtesting strategies - this means you can test an investment strategy (for example DCA) on data from the past. Starting with software (like MetaTrader5) I&amp;#39;m now &amp;#39;stuck&amp;#39; at TradingView.com, a very nice site to look at charts. It has its own script language called &amp;#39;Pine Script&amp;#39; to simulate investments. My goal was to find a way to test the strategies people are talking about.&lt;/p&gt; &lt;p&gt;For the following examples I took &lt;strong&gt;ETH&lt;/strong&gt; from &lt;strong&gt;1. Oct. 2020 until today&lt;/strong&gt; with daily prices. Investment is &lt;strong&gt;$500 every month&lt;/strong&gt;. Pics do not show the whole timeline, obviously.&lt;/p&gt; &lt;h1&gt;First example: regular DCA (on 1st)&lt;/h1&gt; &lt;p&gt;&lt;a href=&quot;https://preview.redd.it/1bi2yq9ys0x91.png?width=1151&amp;amp;format=png&amp;amp;auto=webp&amp;amp;s=fa6903c112765267717470e687f0c174d0107ca1&quot;&gt; investing $500 on the first day of every Month: +1795$&lt;/a&gt;&lt;/p&gt; &lt;h1&gt;Second example: DCA (on 15th)&lt;/h1&gt; &lt;p&gt;&lt;a href=&quot;https://preview.redd.it/8e5z8s51v0x91.png?width=1123&amp;amp;format=png&amp;amp;auto=webp&amp;amp;s=d950081f20234cfcf00e23a35810f50c5c3d24bd&quot;&gt;investing $500 on the 15th day of every Month: +839$&lt;/a&gt;&lt;/p&gt; &lt;h1&gt;Third example: DCA using RSI indicator&lt;/h1&gt; &lt;p&gt;&lt;a href=&quot;https://preview.redd.it/hc0wobhbt0x91.png?width=1156&amp;amp;format=png&amp;amp;auto=webp&amp;amp;s=2f3c0f596f6e2bf346c5544e65293a0727232b2a&quot;&gt;$500 every month, but you only invest when the RSI value is below 40: -$2490&lt;/a&gt;&lt;/p&gt; &lt;h1&gt;Bonus example: DCA since 1.1.2017 (trigger warning)&lt;/h1&gt; &lt;p&gt;&lt;a href=&quot;https://preview.redd.it/1uxm1vkgv0x91.png?width=1091&amp;amp;format=png&amp;amp;auto=webp&amp;amp;s=e94069bee151c0bafee126a4822be27b0d038e50&quot;&gt;Let&amp;#39;s feel bad about missing the opportunity: +$361,566&lt;/a&gt;&lt;/p&gt; &lt;p&gt;What I&amp;#39;ve found out so far:&lt;/p&gt; &lt;ol&gt; &lt;li&gt;Customizing DCA strategy with the RSI indicator did not lead to more profit, it&amp;#39;s worse than just buying at a specific day.&lt;/li&gt; &lt;li&gt;Customizing DCA strategy with MACD did not do the trick either (not pictured above)&lt;/li&gt; &lt;li&gt;It is best to buy at the 1st of the month and not on the 10th, 15th or 20th (don&amp;#39;t know why).&lt;/li&gt; &lt;li&gt;I need a much bigger screen.&lt;/li&gt; &lt;li&gt;I&amp;#39;ve wasted my time on stock.&lt;/li&gt; &lt;/ol&gt; &lt;p&gt;Let me know if you have ideas! Which strategies did you hear of? I will pick some and implement them to post the outcome. I can test the scripts on any coin or timeframe, also for any time interval. All the indicators are available, too!&lt;/p&gt; &lt;/div&gt;&lt;!-- SC_ON --&gt; &amp;#32; submitted by &amp;#32; &lt;a href=&quot;https://www.reddit.com/user/Tavionnf&quot;&gt; /u/Tavionnf &lt;/a&gt; &lt;br/&gt; &lt;span&gt;&lt;a href=&quot;https://www.reddit.com/r/CryptoCurrency/comments/yht270/i_do_backtesting_for_different_investment/&quot;&gt;[link]&lt;/a&gt;&lt;/span&gt; &amp;#32; &lt;span&gt;&lt;a href=&quot;https://www.reddit.com/r/CryptoCurrency/comments/yht270/i_do_backtesting_for_different_investment/&quot;&gt;[comments]&lt;/a&gt;&lt;/span&gt; &lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;

I do backtesting for different investment strategies like DCA - here is what I've found out (so far)

&lt;!-- SC_OFF --&gt;&lt;div class=&quot;md&quot;&gt;&lt;p&gt;DualChain earlier this year received a letter of recommendation from the Minister of Education in Malawi, East Africa, to find ways to use trading commissions (0.5%) to offset CO2 and develop a more climate resilient community.&lt;/p&gt; &lt;p&gt;We&amp;#39;re excited to announce some recent developments:&lt;/p&gt; &lt;ul&gt; &lt;li&gt;Commissioned a 500 pine tree planting pilot project in Nhotakota, Kasitu&lt;/li&gt; &lt;li&gt;Working with Earth-i (UK satellite company) and Verra (carbon creditor) to monitor current and future tree planting efforts - turning future carbon offsets into verified carbon credits&lt;/li&gt; &lt;li&gt;Welcomed two in-house software developers to support frontend and backend updates of the platform on a long-term basis&lt;/li&gt; &lt;li&gt;Integrating a DEX Aggregator onto the exchange to support higher trading volumes without the need of internal liquidity pool&amp;#39;s being filled&lt;/li&gt; &lt;li&gt;Expanding trading options to index funds and wider sustainable equities / security tokens&lt;/li&gt; &lt;li&gt;Adding multi-chain options for traders (currently on BSC network)&lt;/li&gt; &lt;li&gt;Currently working on a brand new UI upgrade and wider features&lt;/li&gt; &lt;/ul&gt; &lt;p&gt;(DualChain works to integrate philanthropy and carbon credits with blockchain, and was set up from members of the University of York &amp;amp; Co in early 2021)&lt;/p&gt; &lt;p&gt;If you&amp;#39;re interested in the project, you can follow it via the LinkedIn address below:&lt;br/&gt; &lt;a href=&quot;https://www.linkedin.com/company/dualchain&quot;&gt;https://www.linkedin.com/company/dualchain&lt;/a&gt;&lt;/p&gt; &lt;/div&gt;&lt;!-- SC_ON --&gt; &amp;#32; submitted by &amp;#32; &lt;a href=&quot;https://www.reddit.com/user/ecoshares&quot;&gt; /u/ecoshares &lt;/a&gt; &lt;br/&gt; &lt;span&gt;&lt;a href=&quot;https://www.reddit.com/r/ethereum/comments/yaq8tx/dualchain_developments_on_v2_recent_announcements/&quot;&gt;[link]&lt;/a&gt;&lt;/span&gt; &amp;#32; &lt;span&gt;&lt;a href=&quot;https://www.reddit.com/r/ethereum/comments/yaq8tx/dualchain_developments_on_v2_recent_announcements/&quot;&gt;[comments]&lt;/a&gt;&lt;/span&gt;

#	Exchange	Pair	Volume (24H)	Volume (%)	Price	Last Updated
1	Gate.io	PINE/USDT	$18K	99.98%	$0.002611	Recently
2	QuickSwap	WMATIC/PINE	$2.5	0.01%	$0.002689	2m ago
3	QuickSwap	USDC.E/PINE	$1.3	0.01%	$0.00266	2m ago

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This is how you win in the bear. Real utility, real community, and alpha access baked in. Pineapple is building something serious. Keep your eyes on this one 👀

I do backtesting for DCA-based investment strategies: community update! DCA or buy the dip?

I do backtesting for different investment strategies like DCA - here is what I've found out (so far)

DualChain developments on V2 | Recent Announcements

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