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Kaiko is a crytocurrency market data provider for institutional investors and enterprises.

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Kaiko

Data Management Platforms (DMP) are one component of what is often referred to as "Ad Tech" or digital advertising technology. A DMP is a kind of data warehouse that sorts and stores information that is subsequently used by marketers and advertisers. The most typical use is to house structured information from a number of different systems and organizing it at the customer level (if it’s about your customers or prospects), or at the cookie level (if the person is unknown).

Data Management

Crypto Market Data Platforms - Kaiko

Learn more about Kaiko's raw trade data, order books, and aggregates, which cover 40k+ currency pairs across 100+ crypto exchanges. 

00:30 Event Intro
00:49 Clara Intro
01:12 Anastasia Intro
01:46 Kaiko Presentation
02:07 Slide 1 - Data is the core of your backtest
03:02 Slide 2 - Three Types of Market Data
05:50 Slide 3 - Market Depth, Bid-ask Spread, Price Slippage
07:30 Slide 4 - Examples of Data Types - Aggregates, Trades, Order Books
08:51 Slide 5 - The Most Powerful Data for Backtesting? - Order Books
09:24 Slide 6 - The problem: markets are fragmented & not standardized - It is a complex and expensive ecosystem to navigate
09:43 Questions - Historical Order Book Data
10:22 Slide 6 continue - Let's talk about Crypto Markets in general (Data Challenges)
12:11 Slide 7 - Data Management: Build or Outsource? Data Collection, Data Processing, Data Organization
13:11 Slide 8 - Kaiko's Data Processing Workflow: Collection - Standardization - Storage - Delivery
13:56 Slide 9 - Kaiko's Market Data API
14:52 Slide 10 - Ready to get started with the data?
15:01 "Questions:
1. Do you have derivatives data as well?
2. Which Oracles do you work with?
3. Do you have price feeds for coins on Decentralized Exchanges?"
16:33 Data Science - Anastasia: Intro to Data Visualization on Kaiko
17:03 Getting Access to the Data through Python
17:42 Import Packages
18:12 Get Access to Kaiko's API Market Data
18:35 Set up your API key
18:55 Data Exploration - Getting candle stick data
20:32 Data Exoloration - Getting Average Trade Size
21:15 Data Exploration - Slippage/Order Book Snapshots
22:31 Data Exploration - Slippage Across Exchanges
23:30 Data Exploration - Bid-Ask Spread (OB Snapshots)
24:58 Data Exploration - Getting 2% Order Book Depth
26:06 Data Exploration - Tick-Level Data
26:54 Data Exploration - Tick Level Data - Signed Volume
27:25 "Questions and Remarks:
1. Are you planning to provide also Macro data?
2. What kind of research do you publish?
3. Order book data is difficult to process, but very valuable for backtesting
4. On which exchanges do you see a larger average trader size?
5. Many institutions use public order books to purchase crypto assets, instead of OTC
6. Michael Saylor's approach of buying large quantities of Bitcoin
7. How to identify fake volumes across exchanges?
8. Tick level order book data"


Kaiko helps traders and investment professionals to uncover market insights with their Crypto Market Data API. Clara and Anastasia from Kaiko will show you how their platform works. 

While Clara is going to cover the different data types and typical data challenges Traders experience when trying to collect data and backtest strategies in the market, Anastasia will show you how to access the data via their API and how to visualize it.

For our data geeks, here is an overview of Kaiko’s data types: https://www.kaiko.com/pages/cryptocurrency-data-types

This recording is a summary of the online event from February 18: https://www.eventbrite.com/e/cti-crypto-market-data-platforms-kaiko-tickets-140623216827#

Clara Medalie
Business Development and Strategy, Kaiko
Clara is on the business team at Kaiko and writes the weekly data-driven market commentary for the Monday morning newsletter. Since 2017, she has written about the cryptocurrency industry (starting with her senior thesis on the political ideology of Bitcoin), and loves learning about new market trends, data analyses, and financial instruments.

Anastasia Melachrinos
Research Analyst, Kaiko
As a Data and Research Analyst, Anastasia contributes to Kaiko research initiatives by designing metrics and models for observing and understanding cryptocurrency markets. She frequently writes research articles on relevant trends in the cryptocurrency industry. Her main interests are stablecoins, central bank digital currencies, and crypto market forecasting.

Kaiko
Kaiko is a market data provider in the digital assets space. We collect, normalize, store, and distribute digital assets market data via a livestream WebSocket, REST API, and cloud-based flat-file Data Feed, to which clients connect to build data-driven applications. Our raw trade data, order books, and aggregates cover 40,000+ currency pairs across 100+ exchanges, with new markets added every day. With over five years of historical data, Kaiko provides the most extensive digital asset datasets in the industry.

Crypto Traders International
A community for traders and investment professionals. We focus on sharing market analyses, key trends in evolving crypto trading infrastructure and data providers, as well as the typical crypto chatter.

Join our chat group to stay up-to-date with the latest crypto chatter - on Telegram http://t.me/crypto_traders_international

Any questions? Reach us via email team@cryptotradersint.com

Data Collection

Data collection is important for building a centralized repository of customer, audience, or user data.

Collection of first-party data

Collecting all first-party data (website traffic data, CRM; data, subscription data, social data, etc.) in a centralized place for subsequent analysis.

Collection of third-party data

Third-party (external) data is collected and combined with first-party data.

Access to Third-party Data Providers

Data transfer to ad networks and exchanges for media buys.

Data Classification

Classification of data is organizing it into taxonomies

Audience taxonomy

Software enables construction and organization of site data into a structured taxonomy.

Tag Management

Tag-based audience management to assist with categorizing data into a hierarchical data taxonomy

Data Analysis Dashboard

Dashboard enabling data to be segmented to help reach audiences more precisely.

Ad Network Integration

Integration with main ad networks, and exchanges to make accurate media buys.

Data Transfer

Transfer of data to ad exchanges to match third-party to segments.

DSP integration

Integration with DSP platforms for ad buying

DMP Analytics

Campaign Analytics

Dashboard for measuring and comparing campaign performance.

Audience Analytics

Visibility into the performance of different audience segments

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Data Management Platforms (DMP)

Kaiko

Overview

What is Kaiko?