“Ready for the masses”

There is no universally accepted definition of “data visualization”. However, we may use the definition coined by Stuart K. Card, Jock Mackinlay and Ben Shneiderman at their book Readings in Information Visualization: Using Vision to Think (1999):

“The use of computer supported, interactive, visual representations of abstract data to amplify cognition”.

Due to the current data deluge and the increasing availability of tools, data visualization is widely used across industries and professionals. The discipline keeps gathering attention from both private and public institutions.

Ever since 2011 where there was a high increase of interest in the field, we still see a constant growth of its core entities. The number of teams, projects, data and software available gives us a sign of consolidation, making possible for the general public to accomplish data visualization processes.

Below you can find two examples of data sources to get an idea of the community’s dimension:

I would also like to mention two of the main trends in the field, which are:

1. Projects that matter (ecology, food, development aids)

Data visualization meets general public expectations of helping them understand some issues that matter:

2. Removing Barries

The field is removing barries in areas such as maps, with some ideas like having real time geo information. (Watch Will Marshall’s TED Talk: Tiny satellites show us the Earth as it change in near-real-time).

Surely there are many more important aspects of the field that need attention, but let´s keep these two as examples of good signs of data visualization evolution.

***
by Alberto González Paje
Data Scientist at CartoDB

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VCs come into action — Breakdown of Spanish investment activity of January 2018

January closes with €195.3 million investments in Spanish startups within 24 operations

  • The Spanish entrepreneurial ecosystem is maturing thanks to investment rounds of more than €10 millions.
  • Barcelona and Madrid continue leading the Spanish ecosystem.


This is the first in a series of posts in which we will do an analysis of the Spanish startup investment landscape. We will look at the overall funding numbers and trends in the country month by month and compare it with data of the previous year.

What are the Spanish investment activities like on a month to month basis? What deals and volumes are we talking about? At what stages are startups prone to search investment and which regions in Spain attract the most funding?

The year 2017 brought us plenty in terms of innovation and investment activity within the area of technological startups, although Spain has been driven by political problems. The developments we have seen in 2018 so far are picking up at just the same fast pace.

January has closed with €195.3 million investments in Spanish startups within 24 operations. Of these funding rounds, highlights are the round of Cabify, Hawkers and Redpoints :

  • Cabify: The ride-hailing app that competes against Uber, has raised €143.3 million ($160) Series E funding round from a mix of previous and new investors, including Rakuten Capital, TheVentureCity, Endeavor Catalyst, GAT Investments, Liil Ventures and WTI, as well as prominent local investors from Spain and Latin America.

When analyzing the structure of financing deals, the increase in venture capital activity in Jan-18 is noticeable in comparison with Jan-17.

#Deals and volume in the Spanish startup investment landscape in January


In terms of the number of deals closed, we have seen a slight downward trend in the country. With a broad participation of Venture Capital, there have been less deals but more capital invested in each transaction. The reason for such a boost is mostly the gigantic financing round of Cabify with participation of giants’ VCs like Rakuten Capital, TheVentureCity and others.

The entry of European, American and Japanese funds investing in Spanish startups are accounting for a large percentage of the growth of the investments in Spain. At the same time, this global investment rise is making the average value of the financial rounds soar up to more than 1.5 times that of the previous year (without taking account of Cabify’s investment, that would turn this factor to more than 6 times the previous year)

The differences between January-2017 and January 2018 in terms of the increase in venture capital activity is shown below:

Startup investment deals by size of round


As we expected to see, the number of operations closed by investment size tends to a larger number in larger deals. While the number of deals of €500k or less have decreased considerably, the number of larger deals have gone up notably. This might be understood as an increasing number of companies maturing and reaching later stages of funding.

To properly ensure the aforementioned, in the following figure we show the breakdown of the investment activity by year of foundation of the company:

Startup investment activity (Jan-18) by year of foundation


Our previous statement is reinforced by this figure. The large transactions take place on established companies. In general, the more years a startup survives, the more established it is. As we observed, in average, the startups that were previously founded are those who raised more funding. That makes sense because normally an older startup has a bigger team and unless it has reached breakeven, it will need more funds to survive.

Startup investment deals by Region



Regarding the breakdown of startup investments by region, Barcelona, Madrid and Valencia bolster their position in the top of Spanish regions:

  • Cataluña (mostly in Barcelona) stands with 9 deals closed and an investment of €19 millions
  • Madrid gathers 7 deals and an investment of €148 million (€143 million in Cabify)
  • Valencia up to 3 deals and €23 million (€20 million in Hawkers)

Operations January 2018: