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submitted by ViralMedia007 to FREECoursesEveryday [link] [comments]

Releasing a Decade of Forex Tick Data I Crawled and Converted

Releasing a Decade of Forex Tick Data I Crawled and Converted

Intro:

In my exploration of the world of big data and I became curious about tick data. Unfortunately, market data is almost always behind a paywall or de-sampled to the point of uselessness. After discovering the Dukascopy API, I knew I wanted to make this data available for all in a more accessible format. Over the course of a few months, I downloaded, cleaned, parsed, and compressed over a decade of Forex tick data on 37 currency pairs and commodities. Today I am happy to finally release the final result of my work to the DataHoarder community!

Download Links:

Warning: I have rented a seedbox for the next 3 months from seedbox.io but I have been having some issues. If you have any issues with the torrent please leave a comment. Also, PLEASE SEED when you are done. This is quite a large data set and I can only push so much data on my own.
Torrent File: https://drive.google.com/file/d/18ymZWeFLJK7FggK_iiWZ-TxgWIVdJVvv/view?usp=sharingCompanion Blog Post: https://www.driftinginrecursion.com/post/dukascopy_opensource_data/

Stats Overview:

Totals Quantities
Total Files 463
Total Line Count 8,495,770,706
Total Data Points 33,983,082,824
Total Decompressed Size 501 GB
Total Compressed Size 61 GB

About the Data:

The data was collected from https://www.dukascopy.com/ via a public API that allows for the download of tick data on the hour level. These files come in the form of a .bi5 file. The data starts as early as 2004 all the way to 2019.
These files were decompressed, then merged into yearly CSV’s named in the following convention. “AUDCHF_tick_UTC+0_00_2011.csv” or ‘Pair_Resolution_Timezone_Year.csv’
These CSV’s are split into 3 categories “Majors”, “Crosses”, “Commodities”.
Majors, Crosses, and Commodities have had their timestamps modified so that they are in the official UTC ISO standard. This was originally done for a Postgresql database that quickly became obsolesced. Any files that have been modified are appended with a “-Parse”. These timestamps have been modified in the following format.
Millisecond timestamps to UTC +00:00 time [2017.01.01 22:37:08.014] -- [2017-01-01T22:37:08.014+00:00]
https://preview.redd.it/x6g277skfiu51.png?width=1399&format=png&auto=webp&s=35cd6735c1826424580919ac3377612377a3107c

User Resources:

For those looking to use this data in a live context or update it frequently, I have included a number of tools for both Windows and Linux that will be useful.

Windows

The ~/dukascopy/resources/windows folder contains a third party tool written in java that can download and convert Dukascopy’s .bi5 files. I have also included the latest zstd binaries from Zstandard Github page.

Linux

Linux is my daily driver in 99% of cases, so I have developed all my scraping tools using Linux only tools. In the ~/dukascopy/resources/linux folder you will find a number of shell script and pyhton3 files that I used to collect this data. There are quite a few files in this directory but I will cover the core ones below.

download-day.py:

This file is used to download a single symbol for a single day and then convert and merge all 24 .bi5 files into a single CSV.

download-year.py

This file is used to download a single symbol for a full year and then convert and merge all .bi5 files into a single CSV.

dukascopy.py

This file contains all the core logic for downloading and converting data from dukascopy.

utc-timestamp-convert.py

This tad slow but works well enough. It requires the pandas project and parses timestamps into the UTC ISO standard. This is useful for those looking to maintain the format of new files with the those in this repo, or those looking to use this in a SQL database.
submitted by jtimperio to DataHoarder [link] [comments]

THROW YOUR FD's in FDS

Factset: How You can Invest in Hedge Funds’ Biggest Investment
Tl;dr FactSet is the most undervalued widespread SaaS/IT solution stock that exists
If any of you have relevant experience or are friends with people in Investment Banking/other high finance, you know that Factset is the lifeblood of their financial analysis toolkit if and when it’s not Bloomberg, which isn’t even publicly traded. Factset has been around since 1978 and it’s considered a staple like Bloomberg in many wealth management firms, and it offers some of the easiest to access and understandable financial data so many newer firms focused less on trading are switching to Factset because it has a lot of the same data Bloomberg offers for half the cost. When it comes to modern financial data, Factset outcompetes Reuters and arguably Bloomberg as well due to their API services which makes Factset much more preferable for quantitative divisions of banks/hedge funds as API integration with Python/R is the most important factor for vast data lakes of financial data, this suggests Factset will be much more prepared for programming making its way into traditional finance fields. According to Factset, their mission for data delivery is to: “Integrate the data you need with your applications, web portals, and statistical packages. Whether you need market, company, or alternative data, FactSet flexible data delivery services give you normalized data through APIs and a direct delivery of local copies of standard data feeds. Our unique symbology links and aggregates a variety of content sources to ensure consistency, transparency, and data integrity across your business. Build financial models and power customized applications with FactSet APIs in our developer portal”. Their technical focus for their data delivery system alone should make it stand out compared to Bloomberg, whose UI is far more outdated and complex on top of not being as technically developed as Factset’s. Factset is the key provider of buy-side portfolio analysis for IBs, Hedge funds, and Private Equity firms, and it’s making its way into non-quantitative hedge funds as well because quantitative portfolio management makes automation of risk management and the application of portfolio theory so much easier, and to top it off, Factset’s scenario analysis and simulation is unique in its class. Factset also is able to automate trades based on individual manager risk tolerance and ML optimization for Forex trading as well. Not only does Factset provide solutions for financial companies, they are branching out to all corporations now and providing quantitative analytics for them in the areas of “corporate development, M&A, strategy, treasury, financial planning and analysis, and investor relations workflows”. Factset will eventually in my opinion reach out to Insurance Risk Management a lot more in the future as that’s a huge industry which has yet to see much automation of risk management yet, and with the field wide open, Factset will be the first to take advantage without a shadow of a doubt. So let’s dig into the company’s financials now:
Their latest 8k filing reported the following:
Revenue increased 2.6%, or $9.6 million, to $374.1 million compared with $364.5 million for the same period in fiscal 2019. The increase is primarily due to higher sales of analytics, content and technology solutions (CTS) and wealth management solutions.
Annual Subscription Value (ASV) plus professional services was $1.52 billion at May 31, 2020, compared with $1.45 billion at May 31, 2019. The organic growth rate, which excludes the effects of acquisitions, dispositions, and foreign currency movements, was 5.0%. The primary contributors to this growth rate were higher sales in FactSet's wealth and research workflow solutions and a price increase in the Company's international region
Adjusted operating margin improved to 35.5% compared with 34.0% in the prior year period primarily as a result of reduced employee-related operating expenses due to the coronavirus pandemic.
Diluted earnings per share (EPS) increased 11.0% to $2.63 compared with $2.37 for the same period in fiscal 2019.
Adjusted diluted EPS rose 9.2% to $2.86 compared with $2.62 in the prior year period primarily driven by an improvement in operating results.
The Company’s effective tax rate for the third quarter decreased to 15.0% compared with 18.6% a year ago, primarily due to an income tax expense in the prior year related to finalizing the Company's tax returns with no similar event for the three months ended May 31, 2020.
FactSet increased its quarterly dividend by $0.05 per share or 7% to $0.77 marking the fifteenth consecutive year the Company has increased dividends, highlighting its continued commitment to returning value to shareholders.
As you can see, there’s not much of a negative sign in sight here.
It makes sense considering how FactSet’s FCF has never slowed down:
https://preview.redd.it/frmtdk8e9hk51.png?width=276&format=png&auto=webp&s=1c0ff12539e0b2f9dbfda13d0565c5ce2b6f8f1a

https://preview.redd.it/6axdb6lh9hk51.png?width=593&format=png&auto=webp&s=9af1673272a5a2d8df28f60f4707e948a00e5ff1
FactSet’s annual subscriptions and professional services have made its way to foreign and developing markets, and many of them are opting for FactSet’s cheaper services to reduce costs and still get copious amounts of data and models to work with.
Here’s what FactSet had to say regarding its competitive position within the market of providing financial data in its last 10k: “Despite competing products and services, we enjoy high barriers to entry and believe it would be difficult for another vendor to quickly replicate the extensive databases we currently offer. Through our in-depth analytics and client service, we believe we can offer clients a more comprehensive solution with one of the broadest sets of functionalities, through a desktop or mobile user interface or through a standardized or bespoke data feed.” And FactSet is confident that their ML services cannot be replaced by anybody else in the industry either: “In addition, our applications, including our client support and service offerings, are entrenched in the workflow of many financial professionals given the downloading functions and portfolio analysis/screening capabilities offered. We are entrusted with significant amounts of our clients' own proprietary data, including portfolio holdings. As a result, our products have become central to our clients’ investment analysis and decision-making.” (https://last10k.com/sec-filings/fds#link_fullReport), if you read the full report and compare it to the most recent 8K, you’ll find that the real expenses this quarter were far lower than expected by the last 10k as there was a lower than expected tax rate and a 3% increase in expected operating margin from the expected figure as well. The company also reports a 90% customer retention rate over 15 years, so you know that they’re not lying when they say the clients need them for all sorts of financial data whether it’s for M&A or wealth management and Equity analysis:
https://www.investopedia.com/terms/f/factset.asp
https://preview.redd.it/yo71y6qj9hk51.png?width=355&format=png&auto=webp&s=a9414bdaa03c06114ca052304a26fae2773c3e45

FactSet also has remarkably good cash conversion considering it’s a subscription based company, a company structure which usually takes on too much leverage. Speaking of leverage, FDS had taken on a lot of leverage in 2015:

https://preview.redd.it/oxaa1wel9hk51.png?width=443&format=png&auto=webp&s=13d60d2518980360c403364f7150392ab83d07d7
So what’s that about? Why were FactSet’s long term debts at 0 and all of a sudden why’d the spike up? Well usually for a company that’s non-cyclical and has a well-established product (like FactSet) leverage can actually be good at amplifying returns, so FDS used this to their advantage and this was able to help the share’s price during 2015. Also, as you can see debt/ebitda is beginning a rapid decline anyway. This only adds to my theory that FactSet is trying to expand into new playing fields. FactSet obviously didn’t need the leverage to cover their normal costs, because they have always had consistently growing margins and revenue so the debt financing was only for the sake of financing growth. And this debt can be considered covered and paid off, considering the net income growth of 32% between 2018 and 2019 alone and the EPS growth of 33%
https://preview.redd.it/e4trju3p9hk51.png?width=387&format=png&auto=webp&s=6f6bee15f836c47e73121054ec60459f147d353e

EBITDA has virtually been exponential for FactSet for a while because of the bang-for-buck for their well-known product, but now as FactSet ventures into algorithmic trading and corporate development the scope for growth is broadly expanded.
https://preview.redd.it/yl7f58tr9hk51.png?width=489&format=png&auto=webp&s=68906b9ecbcf6d886393c4ff40f81bdecab9e9fd

P/E has declined in the past 2 years, making it a great time to buy.

https://preview.redd.it/4mqw3t4t9hk51.png?width=445&format=png&auto=webp&s=e8d719f4913883b044c4150f11b8732e14797b6d
Increasing ROE despite lowering of leverage post 2016
https://preview.redd.it/lt34avzu9hk51.png?width=441&format=png&auto=webp&s=f3742ed87cd1c2ccb7a3d3ee71ae8c7007313b2b

Mountains of cash have been piling up in the coffers increasing chances of increased dividends for shareholders (imo dividend is too low right now, but increasing it will tempt more investors into it), and on top of that in the last 10k a large buyback expansion program was implemented for $210m worth of shares, which shows how confident they are in the company itself.
https://preview.redd.it/fliirmpx9hk51.png?width=370&format=png&auto=webp&s=1216eddeadb4f84c8f4f48692a2f962ba2f1e848

SGA expense/Gross profit has been declining despite expansion of offices
I’m a bit concerned about the skin in the game leadership has in this company, since very few executives/board members have significant holdings in the company, but the CEO himself is a FactSet veteran, and knows his way around the company. On top of that, Bloomberg remains king for trading and the fixed income security market, and Reuters beats out FactSet here as well. If FactSet really wants to increase cash flow sources, the expansion into insurance and corp dev has to be successful.
Summary: FactSet has a lot of growth still left in its industry which is already fast-growing in and of itself, and it only has more potential at its current valuation. Earnings September 24th should be a massive beat due to investment banking demand and growth plus Hedge fund requirements for data and portfolio management hasn’t gone anywhere and has likely increased due to more market opportunities to buy-in.
Calls have shitty greeks, but if you're ballsy October 450s LOL, I'm holding shares
I’d say it’s a great long term investment, and it should at least be on your watchlist.
submitted by WannabeStonks69 to wallstreetbets [link] [comments]

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Factset DD

Factset: How You can Invest in Hedge Funds’ Biggest Investment
Tl;dr FactSet is the most undervalued widespread SaaS/IT solution stock that exists
If any of you have relevant experience or are friends with people in Investment Banking/other high finance, you know that Factset is the lifeblood of their financial analysis toolkit if and when it’s not Bloomberg, which isn’t even publicly traded. Factset has been around since 1978 and it’s considered a staple like Bloomberg in many wealth management firms, and it offers some of the easiest to access and understandable financial data so many newer firms focused less on trading are switching to Factset because it has a lot of the same data Bloomberg offers for half the cost. When it comes to modern financial data, Factset outcompetes Reuters and arguably Bloomberg as well due to their API services which makes Factset much more preferable for quantitative divisions of banks/hedge funds as API integration with Python/R is the most important factor for vast data lakes of financial data, this suggests Factset will be much more prepared for programming making its way into traditional finance fields. According to Factset, their mission for data delivery is to: “Integrate the data you need with your applications, web portals, and statistical packages. Whether you need market, company, or alternative data, FactSet flexible data delivery services give you normalized data through APIs and a direct delivery of local copies of standard data feeds. Our unique symbology links and aggregates a variety of content sources to ensure consistency, transparency, and data integrity across your business. Build financial models and power customized applications with FactSet APIs in our developer portal”. Their technical focus for their data delivery system alone should make it stand out compared to Bloomberg, whose UI is far more outdated and complex on top of not being as technically developed as Factset’s. Factset is the key provider of buy-side portfolio analysis for IBs, Hedge funds, and Private Equity firms, and it’s making its way into non-quantitative hedge funds as well because quantitative portfolio management makes automation of risk management and the application of portfolio theory so much easier, and to top it off, Factset’s scenario analysis and simulation is unique in its class. Factset also is able to automate trades based on individual manager risk tolerance and ML optimization for Forex trading as well. Not only does Factset provide solutions for financial companies, they are branching out to all corporations now and providing quantitative analytics for them in the areas of “corporate development, M&A, strategy, treasury, financial planning and analysis, and investor relations workflows”. Factset will eventually in my opinion reach out to Insurance Risk Management a lot more in the future as that’s a huge industry which has yet to see much automation of risk management yet, and with the field wide open, Factset will be the first to take advantage without a shadow of a doubt. So let’s dig into the company’s financials now:
Their latest 8k filing reported the following:
Revenue increased 2.6%, or $9.6 million, to $374.1 million compared with $364.5 million for the same period in fiscal 2019. The increase is primarily due to higher sales of analytics, content and technology solutions (CTS) and wealth management solutions.
Annual Subscription Value (ASV) plus professional services was $1.52 billion at May 31, 2020, compared with $1.45 billion at May 31, 2019. The organic growth rate, which excludes the effects of acquisitions, dispositions, and foreign currency movements, was 5.0%. The primary contributors to this growth rate were higher sales in FactSet's wealth and research workflow solutions and a price increase in the Company's international region
Adjusted operating margin improved to 35.5% compared with 34.0% in the prior year period primarily as a result of reduced employee-related operating expenses due to the coronavirus pandemic.
Diluted earnings per share (EPS) increased 11.0% to $2.63 compared with $2.37 for the same period in fiscal 2019.
Adjusted diluted EPS rose 9.2% to $2.86 compared with $2.62 in the prior year period primarily driven by an improvement in operating results.
The Company’s effective tax rate for the third quarter decreased to 15.0% compared with 18.6% a year ago, primarily due to an income tax expense in the prior year related to finalizing the Company's tax returns with no similar event for the three months ended May 31, 2020.
FactSet increased its quarterly dividend by $0.05 per share or 7% to $0.77 marking the fifteenth consecutive year the Company has increased dividends, highlighting its continued commitment to returning value to shareholders.
As you can see, there’s not much of a negative sign in sight here.
It makes sense considering how FactSet’s FCF has never slowed down
FactSet’s annual subscriptions and professional services have made its way to foreign and developing markets, and many of them are opting for FactSet’s cheaper services to reduce costs and still get copious amounts of data and models to work with.
Here’s what FactSet had to say regarding its competitive position within the market of providing financial data in its last 10k: “Despite competing products and services, we enjoy high barriers to entry and believe it would be difficult for another vendor to quickly replicate the extensive databases we currently offer. Through our in-depth analytics and client service, we believe we can offer clients a more comprehensive solution with one of the broadest sets of functionalities, through a desktop or mobile user interface or through a standardized or bespoke data feed.” And FactSet is confident that their ML services cannot be replaced by anybody else in the industry either: “In addition, our applications, including our client support and service offerings, are entrenched in the workflow of many financial professionals given the downloading functions and portfolio analysis/screening capabilities offered. We are entrusted with significant amounts of our clients' own proprietary data, including portfolio holdings. As a result, our products have become central to our clients’ investment analysis and decision-making.” (https://last10k.com/sec-filings/fds#link_fullReport), if you read the full report and compare it to the most recent 8K, you’ll find that the real expenses this quarter were far lower than expected by the last 10k as there was a lower than expected tax rate and a 3% increase in expected operating margin from the expected figure as well. The company also reports a 90% customer retention rate over 15 years, so you know that they’re not lying when they say the clients need them for all sorts of financial data whether it’s for M&A or wealth management and Equity analysis:
https://www.investopedia.com/terms/f/factset.asp

FactSet also has remarkably good cash conversion considering it’s a subscription based company, a company structure which usually takes on too much leverage. Speaking of leverage, FDS had taken on a lot of leverage in 2015:

So what’s that about? Why were FactSet’s long term debts at 0 and all of a sudden why’d the spike up? Well usually for a company that’s non-cyclical and has a well-established product (like FactSet) leverage can actually be good at amplifying returns, so FDS used this to their advantage and this was able to help the share’s price during 2015. Also, as you can see debt/ebitda is beginning a rapid decline anyway. This only adds to my theory that FactSet is trying to expand into new playing fields. FactSet obviously didn’t need the leverage to cover their normal costs, because they have always had consistently growing margins and revenue so the debt financing was only for the sake of financing growth. And this debt can be considered covered and paid off, considering the net income growth of 32% between 2018 and 2019 alone and the EPS growth of 33%

EBITDA has virtually been exponential for FactSet for a while because of the bang-for-buck for their well-known product, but now as FactSet ventures into algorithmic trading and corporate development the scope for growth is broadly expanded.

P/E has declined in the past 2 years, making it a great time to buy.

Increasing ROE despite lowering of leverage post 2016

Mountains of cash have been piling up in the coffers increasing chances of increased dividends for shareholders (imo dividend is too low right now, but increasing it will tempt more investors into it), and on top of that in the last 10k a large buyback expansion program was implemented for $210m worth of shares, which shows how confident they are in the company itself.

SGA expense/Gross profit has been declining despite expansion of offices
I’m a bit concerned about the skin in the game leadership has in this company, since very few executives/board members have significant holdings in the company, but the CEO himself is a FactSet veteran, and knows his way around the company. On top of that, Bloomberg remains king for trading and the fixed income security market, and Reuters beats out FactSet here as well. If FactSet really wants to increase cash flow sources, the expansion into insurance and corp dev has to be successful.
Summary: FactSet has a lot of growth still left in its industry which is already fast-growing in and of itself, and it only has more potential at its current valuation. Earnings September 24th should be a massive beat due to investment banking demand and growth plus Hedge fund requirements for data and portfolio management hasn’t gone anywhere and has likely increased due to more market opportunities to buy-in.
submitted by WannabeStonks69 to investing [link] [comments]

UNIFICATION | $FUND | The Game Changer | The next big ONE.

https://unification.com/
Header:
You can visit and check my profile how much those early birds that read my post gained in my previous calls. There are others who called it first but I re-posted it for project awareness because they are still in low mcap before.
$xgm x5 $kai x4 $ring x2 $2key x3
Marketcap: 4.3 million
NO ICO NO PRIVATE SALES
IEO price: $0.06
https://support.probit.com/hc/en-us/articles/360031772931-Unification-UND-will-launch-IEO-with-ProBit-Exchange
Current price: $0.045
A little bit history;
Unification or $FUND started as $UND wherein they burned the 88% of their total supply (1billion) and undergo mainnet this past May 14th, swapped $UND to $FUND at 1:1 ratio and considered $UND as a testnet after swapping and, $FUND as their mainnet.
https://medium.com/unificationfoundation/the-unification-new-genesis-event-88-of-und-supply-destroyed-37fa56484396?source=collection_home---4------7-----------------------
Introduction:
Unification is a hybrid public/private blockchain that connects interoperating private WRKchains to a public Mainchain. Any independent entity can deploy useful scaled solution, via WRKchains and exchange data in closed environments. WRKchains can support any DApp/smart contract and may have their own native coin (or not), all while maintaining speed and scalability.
Technology:
Beacon - Beacons are the best choice for singularly maintained centralized databases that require an element of trust added
WrkChains - WRKChains are a Distributed Ledger Technology designed specifically for real-world enterprise and consumer adoption
TokenForge - TokenForge is Unification’s WRKChain infrastructure that allows for a consortium marketplace based on tokenization
My opinion:
For me, this token is such a vast industry. Unification created a solution for enterprises wherein if blockchain will be used in enterprise data operations, it will clogged the network because of heavy loads. And here they are, crafted the WkrChains, it is the fucking perfect solution that world needs. If I compare Neyma to Sergey, they are almost the same, who built the perfect blockchain/token to maximize the usability and scalability of blockchain. Also, Neyma the CEO of $FUND has connections to GOOGLE and RIPPLE.
Imagine, private companies, enterprises and Governments will start using WrkChains. As time passess by, $FUND will eventually grow higher and higher and higher.
They already have a working WrkChain named as "FinChains", it is a decentralized price oracle developed by Yellow, it is estimated to consume more than 500k to 1million $FUND a year.
Imagine, when the adoption phase begin, there are a lot of $FUNDS will be used in utility. I don't care what you say, but for me this project is belong to top 50cmc, for short 100m mc, x37 from here. Worst case is top 100cmc at 50m mc, x18 from here.
Don't missed out on this one. I highly suggest it to add it on your portfolio. If you missed out on LINK, NEO, UBT ico days. Here's your chance.
Tokenomics;
Explorer: https://explorer.unification.io/
Circulating supply : 93,851,203
Total supply : 120,000,000
Staking: YES
There are 49 million tokens currently at perma stake by the company to secure the network at 51% attack. This will be locked forever for the security of the network. This is equivalent to 1/3 of total supply.
Also, 10m $FUND will be minted each year that will bring the total supply at maximum of 210 million by the year 2029. But it will be locked and will only be used to sell for enterprises for utility usage and to pay for network tax (block rewards) it means, the more WrkChains will be deployed, there will be "DEFLATION" because it will be used by enterprises etc. If those 10million minted $FUND each year is not sufficient for enterprises, they have to MARKET BUY the $FUND tokens.
Good tokenomics tho.
Main Goal:
To deploy 100 Wrkchains this 2020
Partners:
Travala.com
INLAGS (Latin American Institute of Health) https://www.inlags.com/
BidiPass (https://bidipass.org/)
Alpha Chain (https://alphachain.com/)
Yellow (https://www.yellow.com/)
Beach Head (https://www.beachhead.com/)
Binance Info (https://info.binance.com/)
Deployment Partners:
Amazon Web Services
Google Cloud Platform
Microsoft Azure
Exchanges:
Probit (suggested exchange, NO KYC)
BitForex (suggested exchange, but low liquidity)
Binance Dex (Not a mainnet, needed to swap)
Digifinex
Bidesk (Not a mainnet, needed to swap)
Useful links:
1st enterprise to adopt WrkChains https://explorer.unification.io/transactions/8F0B166542C8E95ABCFFE35D8587E665149F65457AF5A41742010CE18143DCA4
An enterprise purchase of $FUND yesterday worth $21,000 for utility usage.
https://explorer.unification.io/transactions/F7A79321387AF875570E6F97BC7E909D092C9870B19E94AFCBD84ED5D7EDC268
Big Boss Capital as a Unification Validator https://endofthechain.com/big-boss-capital-is-live/amp/?__twitter_impression=true
Generation Crypto AMA Recap http://gcrypto.media/unification-ama-recap/
WrkChains detailed explanation https://www.youtube.com/watch?v=4hJmV5vdG2o&feature=emb_title
The Gem Hunters rated $FUND as Emerald Grade 3 https://www.thegemhunters.net/reviews
A superb review of $FUND by Blockfyre, Rated $FUND a score of B7. https://blockfyre.com/unification-fund/
tehMoonwalkeR added $FUND to his list. https://twitter.com/tehMoonwalkestatus/1265281813603250179?s=19
An interesting thread by other user https://www.reddit.com/CryptoMoonShots/comments/gn0j9v/the_birth_of_fund_moonshots_part_2/?utm_medium=android_app&utm_source=share
Telegram https://t.me/unificationfoundation
Telegram Ann: https://t.me/UnificationOfficial
Medium: https://medium.com/unificationfoundation
Twitter https://twitter.com/UnificationUND?s=09
Coingecko https://www.coingecko.com/en/coins/unification
Conclusion:
You can apply the law of supply and demand in this token. Wherein scarcity will happen and will boost the token's price a lot and also consider the 49m permanent stake which is 1/3 of the total supply. Which means only 71 million are in the circulation. If this will be listed to another 5 more exchanges, the demand will increase which will give a massive boost to the price. Plus, add those incoming WrkChains deployment which will use about an estimation of 500k to 1million $FUND per year for utility usage. Their main goal this 2020 is to deploy 100 WrkChains. Imagine the scarcity. It will be above the rest. They worked hard 2 years for this perfect solution. Silently working and here they are, going to make a name in the industry.
Try looking out for the flaws of this project. If you have any, kindly comment it here.
Post Scriptum:
Enjoy bagging this GEM as early as you can before it explode in corporations, enterprises and Governments and exchanges. This is my Ace card in whole crypto.
FUD and bash is accepted. If you're saying 4m mcap is too high. No it's not. It's still in it's infancy phase. Also screencap this, next year it will be a happy memory that you read this post and you will thank me in the future.
submitted by MasteRalph to CryptoMoonShots [link] [comments]

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Fund, Growing up!.

Fund, Growing up!.
The coming months for fund are going to be memorable events for us long time fans, with a slew of things to come, no wonder there is plenty of renewed excitement around this project.
Thankyou u/MasteRalph for allowing use of content.
$FUND gearing to release comprehensive news videos & articles aimed to get big attention! Some of the hottest influencers will also be onboard. Top tier exchanges New wrkchains (clients) Public accountability chain July is going to be Huge!
A quick recap of sorts
UND Unification as some might know its previous ticker as, has since changed to FUND.
The Tech.
Beacons are the best choice for singularly maintained centralized databases that require an element of trust added
WRKChains are a Distributed Ledger Technology designed specifically for real-world enterprise and consumer adoption
TokenForge is Unification’s WRKChain infrastructure that allows for a consortium marketplace based on tokenization
Roughly 90% of the total supply (1bill) has been burnt, and has switched from und testnet to fund mainnet on May 14th, and completed $UND to $FUND swap at 1:1 ratio. here is a more indepth article on it. https://medium.com/unificationfoundation/the-unification-new-genesis-event-88-of-und-supply-destroyed-37fa56484396
Tokenomics;
Explorer: https://explorer.unification.io/
Circulating supply : 93,851,203
Total supply : 120,000,000
Staking: YES
There are 49 million tokens currently at perma stake by the company to secure the network at 51% attack. This will be locked forever for the security of the network. This is equivalent to 1/3 of total supply.
Also, 10m $FUND will be minted each year that will bring the total supply at maximum of 210 million by the year 2029. But it will be locked and will only be used to sell for enterprises for utility usage and to pay for network tax (block rewards) it means, the more WrkChains will be deployed, there will be "DEFLATION" because it will be used by enterprises etc. If those 10million minted $FUND each year is not sufficient for enterprises, they have to MARKET BUY the $FUND tokens.
Main Team Goals
To deploy 100 Wrkchains this 2020
Partners:
Travala.com
INLAGS (Latin American Institute of Health) https://www.inlags.com/
BidiPass (https://bidipass.org/)
Alpha Chain (https://alphachain.com/)
Yellow (https://www.yellow.com/)
Beach Head (https://www.beachhead.com/)
Binance Info (https://info.binance.com/)
Deployment Partners:
Amazon Web Services
Google Cloud Platform
Microsoft Azure
Exchanges:
Probit (suggested exchange, NO KYC)
BitForex (suggested exchange, but low liquidity)
Binance Dex (Not a mainnet, needed to swap)
Digifinex
More Info
Generation Crypto AMA Recap http://gcrypto.media/unification-ama-recap/
WrkChains detailed explanation https://www.youtube.com/watch?v=4hJmV5vdG2o&feature=emb_title
The Gem Hunters rated $FUND as Emerald Grade 3 https://www.thegemhunters.net/reviews
A superb review of $FUND by Blockfyre, Rated $FUND a score of B7. https://blockfyre.com/unification-fund/
tehMoonwalkeR added $FUND to his list. https://twitter.com/tehMoonwalkestatus/1265281813603250179?s=19
An interesting thread by other user https://www.reddit.com/CryptoMoonShots/comments/gn0j9v/the_birth_of_fund_moonshots_part_2/?utm_medium=android_app&utm_source=share
Telegram https://t.me/unificationfoundation
Telegram Ann: https://t.me/UnificationOfficial
Medium: https://medium.com/unificationfoundation
Twitter https://twitter.com/UnificationUND?s=09
Coingecko https://www.coingecko.com/en/coins/unification
Conclusion:
You can apply the law of supply and demand in this token. Wherein scarcity will happen and will boost the token's price a lot and also consider the 49m permanent stake which is 1/3 of the total supply. Which means only 71 million are in the circulation. If this will be listed to another 5 more exchanges, the demand will increase which will give a massive boost to the price. Plus, add those incoming WrkChains deployment which will use about an estimation of 500k to 1million $FUND per year for utility usage. Their main goal this 2020 is to deploy 100 WrkChains. Imagine the scarcity. It will be above the rest. They worked hard 2 years for this perfect solution. Silently working and here they are, going to make a name in the industry.

I own a bag of fund now on account of gemhunters indepth look at this token.
submitted by Syscoind to UnificationFoundation [link] [comments]

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submitted by ViralMedia007 to FREECoursesEveryday [link] [comments]

Cases Displaying the Recent Climate of Chinese Economy

This is just a plain list that records the notable cases about China's recent economic woes.
China is rumoured to delay indefinitely its US-China phase one trade deal (fact sheet PDF) implementation that includes the increase of China's purchasing American products & services by at least $200 billion over the next two years, which is almost twice the size of what China purchased before the trade war began.
Okay.
And according to Tianyancha (天眼查), Chinese commercial database that compiles public records; more than 460,000 companies in China closed permanently in Q1 2020, with more than half of them having operated for under three years. [LINK]
Of course, this is mainly caused by the COVID-19 pandemic.
However, what's interesting to me is the following part: "more than half of them having operated for under three years." What happened three years ago?
Once you figure out how big the trade war has played in China's recent economic woes (the article samples listed below may help),
the real question is whose investment or money in China was getting destroyed especially for the last three years.
Other than the article samples listed below, two other data elements that would need to be assessed are: 1) financial loss from the US' blocking Huawei mobile OS & 5G and 2) financial loss from BRI projects.
With CCP, who has been working with Huawei as a team for a long time? [1] [2] [3]
........................................
Tale of How Shanghai clique and Prominent Globalists Got Together.
........................................
Sep 09, 2015 -- Fortune Reports: The real ticking time bomb in China’s economy [LINK]
"[China's] Local governments have borrowed this money with the blessing of China’s central government. In fact, China’s much-lauded $570 billion stimulus package in 2008, which dwarfed the American response to its crisis relative to each country’s respective GDP was funded mostly by local government debt. That program helped power China’s economic growth since 2008, but the dividends are now drying up. As Chinese growth slows, the central government is worried about the local governments’ abilities to finance the debt.
China could continue to kick the can down the road by bailing out its insolvent local governments. But this would run counter to President Xi Jinping’s efforts to curb the power of local officials and shift China’s growth model from investment led to consumption led. Last week, Beijing placed a $16 trillion yuan cap on Chinese government debt, up $600 million yuan from a cap it set last year. And this is after the government has been swapping debt with local governments, buying up real estate-financed local debt in place of government debt officially backed by the Chinese government."
Aug 24, 2016 -- SCMP: Wanted posters for fugitive debtors and runaway bosses symptoms of China’s economic woes [LINK]
"In the first seven months of this year, there were 38 instances of default by 18 bond issuers on the mainland, six of them SOEs. The defaults involved 24.8 billion yuan, more than double the total for the past two years combined. And while only a third of issuers in default this year were SOEs, they accounted for about two-thirds of the amount in default."
Jul 12, 2017 -- The Nikkei Reports: China government auditor flags dodgy books at key state companies [LINK]
"China's National Audit Office) delved into financial statements from 20 of the 101 state enterprises directly controlled by the central government, focusing on filings from the year 2015. The records are notoriously difficult for outsiders to access, as many of the companies are core unlisted units of major state-backed business groups.
Improprieties were unearthed at 18 of the 20, including 200.1 billion yuan ($29.4 billion) in revenue inflation over the last several years and roughly 20.3 billion yuan in improperly booked profit. Culprits included China National Petroleum, one of the country's largest oil producers; China National Chemical, or ChemChina, which recently acquired Switzerland's Syngenta, the world's top maker of agrochemicals; and China Baowu Steel Group."
........................................
2018
........................................
Jul 16: China’s $42-Trillion Debt Bubble Looms Larger than Trade War [LINK]
Oct 10: Financial woes build for HNA Group, forcing sale of subsidiaries and property [LINK]
........................................
2019
........................................
Jan 25: Sinopec Says It Lost $688 Million on ‘Misjudged’ Oil Prices [LINK]
Jun 11: China’s debt disease might wreck its uncrashable housing market [LINK]
Jul 18: More than 50 companies reportedly pull production out of China due to trade war [LINK]
Jul 19: China Minsheng Investment says it cannot repay the principal and interest on US$500 million of bonds as its debt woe deteriorates [LINK]
Sep 06: China Injects $126 Billion Into Its Slowing Economy [LINK]
Oct 06: China's foreign exchange reserves fallen to mere $3.1 trillion USD [LINK]
Nov 06: China Embraces Bankruptcy, U.S.-Style, to Cushion a Slowing Economy [LINK]
Nov 25: China Faces Biggest State Firm Offshore Debt Failure in 20 Years [LINK]
Nov 28: Chinese navy set to build fourth aircraft carrier, but plans for a more advanced ship are put on hold [LINK]
Dec 02: Tech Firm Peking University Founder Welches on USD 284 Million SCP, Has USD 43 Billion Debt [LINK]
Dec 02: Sinopec Group Slims Down Amid Push to Reinvigorate State Firms [LINK]
Dec 13: Fact Sheet: Agreement Between The United States Of America And The People’s Republic Of China Text [PDF LINK]
Dec 19: Money has been leaving China at a record rate. Beijing is battling to stem the tide [LINK]
Money was leaving the country at a record clip earlier this year through unauthorized channels, according to analysts. That's bad news for China, which needs to keep financial reserves high to maintain confidence in its markets.
........................................
2020
........................................
Feb 03: Coronavirus May Delay Hard-Fought U.S. Trade Wins in China [LINK]
Feb 16: China's Evergrande to offer 25% discount for all properties on sale in Feb, March [LINK]
Apr 02: Luckin Coffee stock tanks 80% after discovery that COO fabricated about $310 million in sales [LINK]
Apr 08: Chinese e-learning king TAL Education admits inflated sales [LINK]
Chinese law prohibits Chinese companies from submitting to normal U.S. auditing standards, and four Senators have already introduced a bill requiring them to do so. Should Trump be reelected ... either Beijing will relent on auditing standards or Chinese firms may start to face U.S. delisting threat.
Jul 14: Chinese $2.8bn memory chip project goes bust [LINK]
A Chinese company that launched a $2.8 billion government-backed semiconductor project four years ago is going bankrupt after it failed to attract investors, even as China tries to become self-sufficient in computer chips.
Jul 16: TSMC plans to halt chip supplies to Huawei in 2 months [LINK]
Jul 16: The $52 Trillion Bubble: China Grapples With Epic Property Boom [LINK]
Aug 26: U.S. Penalizes 24 Chinese Companies Over Role in South China Sea [LINK]
Aug 31: China’s Economy Shrinks, Ending a Nearly Half-Century of Growth [LINK]
Sep 09: Hongxin Semiconductor, promised China's first 7 nm chips, has gone bust [LINK]
A government-backed semiconductor manufacturing project based in the central Chinese city of Wuhan has gone belly-up, with key operator HSMC mired in debt. The local government said the project amounts to nearly RMB 128 billion (around $18.7 billion) in investment.
Sep 22: Huawei chairman urges U.S. to reconsider 'attack' on global supply chain [LINK]
Oct 13: EU imposes 48% tariffs on aluminium products from China [LINK]
Oct 18: China's economic growth drops to the lowest level since 1992 [LINK]
Oct 27: China’s Failing Small Banks Are Becoming a Big Problem [LINK]
The reality is that Beijing doesn’t have the wherewithal to guarantee the future of hundreds of smaller, provincial financial institutions that together sit on 73.4 trillion ($11 trillion USD) of yuan of total liabilities.

------------------------
☞ Go Back to the Short Story.
----
submitted by vanillabluesea to conspiracy [link] [comments]

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Trading Forex on News Releases and Economic Indicators ...

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