Make sure you are logged into TimescaleDB using psql so that you can run each of these commands in turn:. At the beginning of the tutorial, we defined some questions to answer. Naturally, each of those questions has an answer in the form of a SQL query. Now that you database is set up properly, and the data is captured and ingested, you can find some answers:. How did BTC daily returns vary over time? Which days had the worst and best returns?
How did the trading volume of Bitcoin vary over time in different fiat currencies? While it's fun to run SQL queries in the command line, the real magic is when you're able to visualize it. Follow the companion tutorial to this piece and learn how to use TimescaleDB and Tableau together to visualize your time-series data. Skip to content. Getting started. How-to Guides. Introduction to IoT. Introduction to time-series forecasting.
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Try for free. TimescaleDB Tutorials Analyze cryptocurrency data. There might be more data in the original version. Note: You might need to run the script with root permissions if you are running on Linux machine. Daily on-chain transaction volume is calculated as the sum of all transaction outputs belonging to the blocks mined on the given day.
Estimation difficulties remain and the measure is imprecise. We discuss this here. Methodology behind adjusted transaction volume figures is described in this post. Active addresses is the number of unique sending and receiving addresses participating in transactions on the given day.
We assume that transaction with N outputs pays to N — 1 addresses and the last N-th output is change. Transactions with only one output do not contribute to payment count, as they are likely to be a self-churn. NEO and GAS transaction count figures reflect the amount of transactions that have at least one output of given asset type. Fees figure is denominated in GAS and calculated by summing the fees of all transactions that have at least one output of a given asset type.
Transaction count is the number of transactions that include at least one operation of aforementioned types. Lumens inflation data is currently unavailable. Zcash figures for on-chain volume and transaction count reflect data collected for transparent transactions only. In the last month, 9. Thus transaction volume figures in reality are higher than the estimate presented here, and NVT and exchange to transaction value lower. Data on shielded and transparent transactions can be found here and here.
Monero transaction volume is impossible to calculate due to RingCT which hides transaction amounts. EOS transaction volume figure includes only transactions of transfer type. WAVES transaction volume figure includes only transactions of transfer and mass transfer types. Any written content is opinion, and should be used for informational purposes only. Content on this website is not intended to and does not constitute investment advice.
Seek a licensed professional for investment advice. A broad and largely unadjusted measure of the total value of outputs on the blockchain, on a given day. That said, on-chain transaction volume in practice is a very hard thing to estimate properly. We discuss that at length in this post. Please read it! We are currently working through various methods to improve the estimate, and maybe get closer to blockchain.
So bear with us. Additionally, UTXO networks like Bitcoin can batch a whole bunch of transactions into one, so txCount underestimates those ones. You have to therefore be careful comparing the number of transactions on Ethereum with Bitcoin; by its very nature, Bitcoin typically has more transactions than that datapoint suggests. Naively comparing the UTXO to account based systems by transaction count is like watching motorway traffic and comparing the number of buses versus motorcycles to guess at how many people are making trips.
Maybe there are the same number of buses and motorcycles — but each bus might have 50 people inside of it. This is fairly typical for Bitcoin. The useful site outputs. Of course, outputs. But even if you conservatively assumed that half of all bitcoin outputs tallied on outputs. So please be aware of the fact that Bitcoin transactions have the flexibility of email one can send to many , constrained only by the blocksize and the willingness of miners to include large transactions.
There has been quite a bit of controversy over this indicator. We still like this post from the Sia guys on the topic. Marketcap or network value is definitely flawed.
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