Skip to Content

Web 3.0 and Data Analytics – Part 2

Blog | September 22, 2022 | By Sachet Kashyap

If you have followed the Part 1 of this blog series, by now you would know what Web 3.0 is all about. Before we do a deep dive into how we can create a truly decentralized database and perform analytics on top of that lets get our basics sorted and understand what a Blockchain is and how does it work. If you have not checked the previous blog, please click here before we jump in.

What is Blockchain:

How do Blockchains work, what problems do they solve and how can they be used?

Like the name indicates, a blockchain is a chain of blocks that contains information.

This technique was originally described in 1991 by a group of researchers and was originally intended to timestamp digital documents so that it’s not possible to backdate them or to tamper with them. Almost like a notary. However, it went by mostly unused until it was adapted by Satoshi Nakamoto in 2009 to create the digital cryptocurrency Bitcoin. A blockchain is a distributed ledger that is completely open to anyone.

They have an interesting property: once some data has been recorded inside a blockchain, it becomes very difficult to change it. So how does that work? Well, let’s take a closer look at a block. Each block contains some data, the hash of the block and the hash of the previous block. The data that is stored inside a block depends on the type of blockchain.

The Bitcoin blockchain for example stores the details about a transaction in here, such as the sender, receiver and number of coins.

 A block also has a hash. You can compare a hash to a fingerprint. It identifies a block and all its contents and it’s always unique, just as a fingerprint.

Once a block is created, it’s hash is being calculated. Changing something inside the block will cause the hash to change. So, in other words: hashes are very useful when you want to detect changes to blocks. If the fingerprint of a block changes, it no longer is the same block. The third element inside each block is the hash of the previous block. This effectively creates a chain of blocks and it’s this technique that makes a blockchain so secure. Let’s take an example.

Here we have a chain of 3 blocks. As you can see, each block has a hash and the hash of the previous block. So, block number 3 points to block number 2 and number 2 points to number 1. Now the first block is a bit special, it cannot point to previous blocks because it’s the first one. We call this the genesis block. Now let’s say that you tamper with the second block. This causes the hash of the block to change as well. In turn that will make block 3 and all following blocks invalid because they no longer store a valid hash of the previous block. So, changing a single block will make all following blocks invalid.

But using hashes is not enough to prevent tampering. Computers these days are very fast and can calculate hundreds of thousands of hashes per second. You could effectively tamper with a block and recalculate all the hashes of other blocks to make your blockchain valid again.

So, to mitigate this, blockchains have something called proof-of-work. It’s a mechanism that slows down the creation of new blocks. In Bitcoins case: it takes about 10 minutes to calculate the required proof-of-work and add a new block to the chain. This mechanism makes it very hard to tamper with the blocks, because if you tamper with 1 block, you’ll need to recalculate the proof-of-work for all the following blocks. The security of a blockchain comes from its creative use of hashing and the proof-of-work mechanism. But there is one more way that blockchains secure themselves and that’s by being distributed. Instead of using a central entity to manage the chain, blockchains use a peer-to-peer network and anyone is allowed to join. When someone joins this network, she/he gets the full copy of the blockchain. The node can use this to verify that everything is still in order. Now let’s see what happens when someone creates a new block.

That new block is sent to everyone on the network. Each node then verifies the block to make sure that it hasn’t been tampered with. If everything checks out, each node adds this block to their own blockchain.

All the nodes in this network create consensus. They agree about what blocks are valid and which aren’t. Blocks that are tampered with will be rejected by other nodes in the network. So, to successfully tamper with a blockchain you’ll need to tamper with all blocks on the chain, redo the proof-of-work for each block and take control of more than 50% of the peer-to-peer network. Only then will your tampered block become accepted by everyone else. This is almost impossible to do!


Blockchains are also constantly evolving. The creation of blockchain technology peaked a lot of people’s interest. Soon, others realized that the technology could be used for other things like storing medical records, creating a digital notary or even collecting taxes. So now you know what a blockchain is, how it works on basic level and what problems it solves.

There are multiple blockchains available now a days and all serve different purpose. Bitcoin was the Gen 1 of all blockchains and all it does is that it is a store of value or a Digital Gold. Ethereum is another popular Blockchain, and it gives an additional functionality to build applications on top of it. Each application hosted on Ethereum runs in a decentralized fashion. Imagine a social media application running on Ethereum which is controlled not by a single person (in Facebook’s case, Mark Zuckerberg) but by multiple people around the globe. As more and more projects get built on top of various blockchains, there is a need for a decentralized database which can have multiple applications in future.    

In the next part we will understand how we can create a truly decentralized database and what purpose does it fulfil.

author image
About the Author
Data Storyteller and Business Intelligence professional with experience in supporting large scale Data & Analytics initiatives.
Sachet KashyapBI Technical Lead - Analytics | USEReady
Back to top