d04.02 – 28 2014 – monthly evaluation report · d04.02 – 28-02-2014 – monthly evaluation...
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DG DIGIT / ISA Programme
D04.02 – 28-02-2014 – Monthly Evaluation Report
Action 4.2.4 European Federated Interoperability Repository
Specific Contract 13 within Framework Contract DI/07171 – Lot 2
D04.02 – 28-02-2014 – Monthly Evaluation Report
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Document Metadata
Property Value
Release date 2014-03-06
Status Accepted
Version 1.00
Authors
Romain Prudhomme – PwC EU Services
Joan Bremers – PwC EU Services
Nikolaos Loutas – PwC EU Services
Reviewed by Pieter Breyne – PwC EU Services
Approved by Szabolcs Szekacs – DIGIT B2
Document History
Version Date Description Action
0.01 2014-03-04 Initial draft Creation
0.02 2014-03-06 Draft Update
0.03 2014-03-06 Updates throughout the document Update
0.04 2014-03-06 Updates after internal review Update
0.05 2014-03-06 Minor update Update
1.00 2014-05-16 Accepted Acceptance
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Table of Contents
1 INTRODUCTION ................................................................................... 1
1.1 CONTEXT........................................................................................... 1 1.2 OBJECTIVE ......................................................................................... 1 1.3 SCOPE .............................................................................................. 1 1.4 STRUCTURE ........................................................................................ 1 1.5 GLOSSARY ......................................................................................... 2
2 WEB PERFORMANCE METRICS .............................................................. 3
2.1 UNIQUE VISITORS ................................................................................ 3 2.2 TOTAL VISITS ..................................................................................... 3 2.3 TOTAL VISITS ..................................................................................... 4 2.4 TOTAL PAGE VIEWS - CATALOGUE .............................................................. 6 2.5 TOTAL PAGE VIEWS – MOST VIEWED INTEROPERABILITY SOLUTIONS ...................... 7 2.6 PAGE VIEWS PER VISIT .......................................................................... 11 2.7 AVERAGE VISIT DURATION ...................................................................... 11 2.8 PAGE VIEWS PER VISIT AND AVERAGE VISIT DURATION PER CHANNEL SOURCE .......... 11 2.9 BOUNCE RATE .................................................................................... 12 2.10 NEW VS. RETURNING VISITOR ................................................................. 12 2.11 METADATA PAGE VIEWS ......................................................................... 13 2.12 TOP REFERRING SEARCH TERMS ............................................................... 14
3 GOALS ................................................................................................ 15
3.1 GOAL 1: EXTERNAL SITE/SEARCH ENGINE -> CATALOGUE -> ASSET PAGE .............. 15 3.2 GOAL 3 - EXTERNAL SITE/SEARCH ENGINE -> ASSET PAGE ................................ 16 3.3 GOAL 5 – CATALOGUE -> ASSET PAGE ....................................................... 16
4 CONCLUSION ..................................................................................... 18
4.1 IMPORTANCE OF EFIR FOR THE PLATFORM ................................................... 18 4.2 REAL DIFFERENCE BETWEEN “VISITORS” AND “USERS” ..................................... 18 4.3 KEY QUESTIONS .................................................................................. 18
4.3.1 WHAT are the most popular paths to downloading an interoperability
solution (so-called asset release on Joinup)? ............................................. 18 4.3.2 WHICH assets, asset releases and repositories are the most popular
(most visited, with the highest number of downloads) and WHY? ................. 19 4.3.3 HOW long and HOW often do people browse the repository? .......... 19 4.3.4 WHAT is the geographic distribution of the users of EFIR?.............. 19 4.3.5 HOW do people experience the visit to the catalogue and the
catalogue itself? ..................................................................................... 19 4.3.6 HOW do people use the search functionalities of EFIR (focusing on
the advanced search)?............................................................................ 19
ANNEX 1 – IN-PAGE ANALYTICS ............................................................... 20
List of Tables
Table 1 - Glossary ......................................................................................... 2
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List of Figures
Figure 1 - Unique visitors ................................................................................ 3 Figure 2 - Detailed comparison of EFIR and EFIR Engaged Users ......................... 3 Figure 3 - Total visits ..................................................................................... 4 Figure 4 - Europe and World map .................................................................... 4 Figure 5 - Top 5 non-EU countries per visit ....................................................... 4 Figure 6 - Detailed report of performance per EU country ................................... 5 Figure 7 - Catalogue usage comparison ............................................................ 6 Figure 8 - Catalogue usage ............................................................................. 6 Figure 9 - Top 10 interoperability solutions ....................................................... 7 Figure 10 - Top 10 federated repositories ......................................................... 8 Figure 11 - Top 10 software solutions .............................................................. 9 Figure 12 - Top 10 federated forges ................................................................ 10 Figure 13 - Pages per visit comparison ............................................................ 11 Figure 14 - Average visit duration comparison .................................................. 11 Figure 15 - In-depth channel source analysis ................................................... 12 Figure 16 - Bounce rate ................................................................................. 12 Figure 17 - Percentage of new visits................................................................ 13 Figure 18 - New vs. Returning visitor average .................................................. 13 Figure 19 - Metadata page view comparison .................................................... 14 Figure 20 - Top 10 keywords .......................................................................... 14 Figure 21 - EFIR Goal 1 ................................................................................. 15 Figure 22 - EFIR Goal 3 ................................................................................. 16 Figure 23 - EFIR Goal 5 ................................................................................. 17 Figure 24 - In-page analytics for Catalogue of Assets ........................................ 20 Figure 25 - In-page Analytics for Open-Source Software Catalogue ..................... 21
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1 INTRODUCTION
1.1 Context
The report is prepared in the context of Action 4.2.4 European Federated
Interoperability Repository. A key to federating further national and local
repositories or standardisation bodies into the EFIR will be their representation on
the Joinup platform. The solutions will need to be described in a high quality,
informative manner and be easily re-usable.
Therefore, a formal evaluation of the performance of the Joinup platform will be
performed on a monthly basis, focussing on the EFIR activities. During the overall
project, from February till July 2014, a report will be published each month,
describing the performance of EFIR on Joinup during the reporting month, based on
the gathered metrics defined in the Sub-task 04.01. This report covers the month
of February 2014.
1.2 Objective
The objective of this evaluation reports is to provide the necessary data-based
evidence to the stakeholders of EFIR – both the interoperability solution providers
and re-users – upon which the value and future sustainability of the Repository can
be assessed.
To do so, the performance evaluation provided in the context of this project aims at
answering the following key questions:
1. WHAT are the most popular paths to downloading an interoperability
solution (so-called asset release on Joinup)?
2. WHICH assets, asset releases and repositories are the most popular (most
visited, with the highest number of downloads) and WHY?
3. HOW long and HOW often do people browse the repository?
4. WHAT is the geographic distribution of the users of EFIR?
5. HOW do people experience the visit to the catalogue and the catalogue
itself?
6. HOW do people use the search functionalities of EFIR (focusing on the
advanced search)?
1.3 Scope
The scope of this Evaluation Plan is the evaluation of the EFIR on the Joinup
platform. The other functionalities of the Joinup platform are out of scope for this
evaluation. Assets that do not qualify as interoperability solutions are also out of
scope.
1.4 Structure
The remainder of this deliverable is structured as follows:
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In chapter 2 we present the web performance metrics;
In chapter 3 we present the results of the pre-defined goals; and
In chapter 4 we provide a conclusion on the results.
1.5 Glossary
Throughout this report, we will use the following terms defined by Google Analytics:
Table 1 - Glossary
Visit A visit refers to an active user browsing the Website browsing a
page. Each page browsed by a human counts as a visit; thus
search engine robots are not counted1.
Active user An active user is a user having a browsing session.
Browsing
session
A browsing session is session during which a user is considered
to be active on the Website. The duration is set to 30min and
expires if the cookies are cleared.
Unique visit A unique visit is defined per browser and per computer.
Technically, a unique visit is defined by Google Analytics using
the cookie _utma. Following this definition:
Closing or changing the browser/computer increases the number
of unique visits
Clearing the cookies increases the number of unique visits
1 https://support.google.com/analytics/answer/1315708?hl=en
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2 WEB PERFORMANCE METRICS
In the context of this report, all metrics below have been gathered for the period
from February 1st, till February 28th.
In order to keep the metrics as accurate as possible, we excluded all data coming
from Zaventem, so as not to count the visits and page views of the PwC consultants
working on the Joinup platform.
Please note that due to the installation of a new Drupal module for Google
Analytics, no data was gathered between February 20th and February 24th. Data for
all metrics related to downloads, on-site search and outbound links (links to
federation partner websites for example) was only gathered as from the installation
date of the new module (February 25th). No reporting will therefore be done on any
metric or goal linked with these functionalities in this reporting period.
2.1 Unique visitors
Figure 1 presents the monthly comparison (day by day) of the number of visitors
on the segments EFIR and EFIR Engaged Users.
Figure 1 - Unique visitors
As shown in Figure 1, engaged users represent only about 16,5% of the visitors on
EFIR.
The EFIR segment represents 43.44% of all traffic on Joinup, while the EFIR
Engaged User represents 7.20% of all traffic on Joinup. A detailed comparison of
both segments is presented in Figure 2.
Figure 2 - Detailed comparison of EFIR and EFIR Engaged Users
2.2 Total Visits
Figure 3 presents the monthly report (day by day) of visits on the EFIR segment.
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Figure 3 - Total visits
Figure 3 shows that the total number of visits including EFIR pages is quite stable
over the month of February 2014: about 550 visits per day on weekdays and 200
per day on weekends.
2.3 Total Visits
In this subsection, we present the monthly reporting on the location from which
visits to the EFIR segment came from. In Figure 4 you will find the maps of the
locations of visits on EFIR. The darkest blue represents a large number of visits; the
lightest blue represents a small number of visits.
Figure 4 - Europe and World map
In order to get a view on the usage of EFIR outside of the border of the European
Union, we present in Figure 5 a detailed report of the top 5 non-EU countries in
term of visit to the EFIR segment.
Figure 5 - Top 5 non-EU countries per visit
In order to get a view on the usage of the EFIR platform within the European Union,
you will find in Figure 6 detailed reporting on the performance of EFIR in the
different European countries.
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Figure 6 - Detailed report of performance per EU country
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2.4 Total page views - Catalogue
In Figure 7 we present a view on how many times each of the catalogue pages has
been consulted during the month of February 2014, for the EFIR segment (in blue)
compared with the EFIR Engaged User segment (in green).
Figure 7 - Catalogue usage comparison
We observed that despite the large difference in overall number of visitors between
EFIR and EFIR Engaged Users (presented in subsection 2.1), the difference in the
number of catalogue page views is significantly less important. This means that the
catalogue pages are heavily used by Engaged users.
In Figure 8 you will find the daily comparison of aggregated catalogues page views.
Figure 8 - Catalogue usage
Detailed in-Page analytics of the Catalogue of Assets (Figure 24) and the Catalogue
of Open-Source Software (Figure 25) are presented in Annex 1.
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2.5 Total page views – most viewed interoperability solutions
Below we present this month’s most popular interoperability solutions (Figure 9),
federated repositories (Figure 10), software solutions (Figure 11) and federated
forges (Figure 12) for the EFIR segment and the EFIR engaged users segment.
Figure 9 - Top 10 interoperability solutions
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Figure 10 - Top 10 federated repositories
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Figure 11 - Top 10 software solutions
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Figure 12 - Top 10 federated forges
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2.6 Page views per visit
In Figure 13 we present the monthly comparison (day by day) of the depth of visits
(number of pages viewed per visit) for each segment.
Figure 13 - Pages per visit comparison
Note that the EFIR segment has a bounce rate of about 50% (i.e. 50% of the visits
are comprised of only 1 page, the visitor then left). Non-bouncing EFIR visitors thus
have an average number of pages/visit equivalents to twice the value of the blue
line.
2.7 Average visit duration
In Figure 14 we present a monthly comparison (daily numbers) of the length of the
visits for the EFIR and the EFIR Engaged Users segments.
Figure 14 - Average visit duration comparison
This is where the difference between engaged users and non-engaged users is the
most significant: whereas we defined engaged users to be visitors spending more
than 180 seconds (3 minutes) on Joinup (and visiting more than 3 pages), we
obverse an average visit duration of nearly 18 minutes for that segment during the
month of February 2014. On the opposite side, the average duration of a visit for
the EFIR segment is 3:45 minutes, which is actually reduced to 35 seconds if we
were to remove the Engaged Users (which are included in the EFIR segment).
Even taking into consideration that half of these visitors are bounces, we can see a
clear gap between engaged users and non-engaged users.
2.8 Page views per visit and average visit duration per channel source
In Figure 15 we present the number of visits, the number of page viewed per visit
and the average duration of a visit, grouped by channel source (the source of the
visit) for the 5 main sources of traffic for EFIR.
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Figure 15 - In-depth channel source analysis
The channel source (direct) means that the visitor directly entered Joinup’s URL in
the browser.
The main channel for the EFIR and EFIR Engaged Users segments is the search
engine of Google, which is the source of almost 50% of all traffic on Joinup.
We also obverse a vast amount of traffic coming from agid.gov.it, which also partly
explains the high traffic received from Italy. This is an example of a good referral to
EFIR on that website.
2.9 Bounce rate
Figure 16 presents an analysis of the bouncing rate on the EFIR segment. By
bouncing we understand visitors coming on an EFIR page and leaving the website
without doing anything else.
Figure 16 - Bounce rate
Additionally, Figure 24 - In-page analytics for Catalogue of Assets and Figure 25 -
In-page Analytics for Open-Source Software Catalogue in Annex 1 present the
average bouncing rate on the two catalogue pages for the month of February 2014.
2.10 New vs. Returning visitor
In Figure 17 we present the day-by-day evolution of the percentage of new visits.
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Figure 17 - Percentage of new visits
As shown in the above figure, the percentage of new visits remains fairly constant
over the period and is only slightly higher during weekends.
Figure 18 presents the monthly average of new versus returning visitors.
Figure 18 - New vs. Returning visitor average
70% of new visitors mean that EFIR is currently quite successful in attracting new
visitors. However since the number of total visitors is stagnant, the high number of
new visitors means that EFIR currently has difficulty retaining users.
2.11 Metadata page views
Figure 19 presents a comparison of the number of page view for the metadata
pages of EFIR (metadata export functionality).
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Figure 19 - Metadata page view comparison
Over the period of February 2014, almost no visitor has taken advantage of this
service.
2.12 Top referring search terms
In Figure 20 we present the top 10 most popular keywords driving traffic to EFIR.
Figure 20 - Top 10 keywords
(Not provided) means that Google Analytics was not able to gather the queried
keywords from the search engine. In most cases this is due to the cookie policy of
the visitor or its browser.
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3 GOALS
In the Evaluation Plan we identified 7 behaviour goals in order to get an answer on
some of the evaluation questions. However for this reporting period, due to the
implementation of the Drupal module for Google Analytics end of February, we
were only able to gather data for the 3 goals that we not finishing with a download
or an outbound link action.
It is important to note the following about the goals denomination:
- By catalogue, we understand any of the 5 catalogue pages:
o http://joinup.ec.europa.eu/catalogue/all*
o http://joinup.ec.europa.eu/software/all*
o http://joinup.ec.europa.eu/asset/all*
o http://joinup.ec.europa.eu/catalogue/repository
o http://joinup.ec.europa.eu/software/federated_forge
- By asset page, we understand any of the following page categories:
o /asset/…
o /asset_release/…
o /software/…
o /federated_projects/…
3.1 Goal 1: external site/search engine -> catalogue -> asset page
In Figure 21 we present the metrics about users who complete the pre-defined
goal: the user arrives on Joinup on a catalogue page via an external site or search
engine, and goes from that catalogue page to consulting an asset page (after
searching or browsing through the assets on the catalogue).
Figure 21 - EFIR Goal 1
The number of visitors demonstrating the behaviour of goal 1 is quite limited.
However, considering the average number of pages viewed per visit (10.04) and
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the average duration of each visit (00:10:25), we can conclude that these visitors
have really engaged with EFIR.
3.2 Goal 3 - external site/search engine -> asset page
In Figure 22 we present the metrics about users who complete the pre-defined
goal: the user arrives on Joinup via an external site or search engine and lands
directly on an asset page.
Figure 22 - EFIR Goal 3
When we compare goal 1 and 3 regarding the number of visits (229 vs. 8580) and
unique visitors (178 vs. 7056), we can conclude that most visitors are not arriving
on Joinup through the catalogue page, but rather arrive directly on an asset page.
Based on this we can conclude that:
- This means that the asset pages are well described and thus easily findable
through a standard search engine (like Google or Bing);
- The fact that EFIR’s interoperability solutions are easily findable on standard
search engine means that they are visible on these standard search engines.
This means added promotion for our publishers, thanks to their good
description on Joinup and the platform’s high ranking in standard search
engines;
- 7056 unique visitors represents about 40% of Joinup’s overall traffic (and
88% of EFIR’s), which allows us to say that the interoperability solutions
promoted by EFIR on Joinup are highly visible on the platform.
3.3 Goal 5 – catalogue -> asset page
In Figure 23 we present the metrics about users who complete the pre-defined
goal: the user arrives on a catalogue page (from anywhere, search engine, other
sections of Joinup,) and then goes directly to an asset page (after searching or
browsing through the assets on the catalogue).
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Figure 23 - EFIR Goal 5
When we compare goal 1 and 5, we can conclude that most visitors using the
catalogue are doing so because they were already on Joinup (i.e. they did not land
on the catalogue, most likely they landed on a news item, the homepage, or a
community and then browsed internally to a catalogue page).
The fact that more than 45% of the visitors using the catalogue to access an asset
page are returning visitors (much higher than the EFIR average of 29%) is also a
good indication of the quality of the catalogue search functionalities, ease of access
and user-friendliness.
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4 CONCLUSION
4.1 Importance of EFIR for the platform
Based on the gathered metrics, we can conclude the following about the importance
of EFIR for Joinup:
Overall EFIR represents 43.44% of all traffic on Joinup, meaning that the
published interoperability solutions are highly visible on Joinup;
The EFIR pages also have a significantly lower bounce rate than the average
Joinup pages (50% vs. 63%, taking in consideration that EFIR pages are
included in the general Joinup metric); and
EFIR’s visits in February were coming for about 70% from new visitors,
slightly above the Joinup average of 68%, meaning that EFIR is successful in
attracting new visitors.
4.2 Real difference between “visitors” and “users”
We can distinguish a difference between EFIR’s “visitors” and EFIR’s “users”, as was
shown by the tremendous gap between the segment EFIR Engaged Users and the
generic EFIR segment:
- While representing only 16,5% of the EFIR visitors, engaged users represent
about 59% of all page views;
- Average visit time of Engaged Users is 18 minutes, compared to 3:45
minutes for the generic segment, and only 35 seconds after removing the
Engaged Users from the generic segment;
- Engaged used will browse on average 13.31 pages, while visitors in the
generic segment (after exclusion of the engaged users) will only browse an
average of 1.85 page.
1319 visitors were engaged users in February, and 53% of those were new visitors,
meaning that EFIR is successful in engaging new users.
4.3 Key questions
4.3.1 WHAT are the most popular paths to downloading an interoperability solution
(so-called asset release on Joinup)?
Most visitors arrive directly on an interoperability solution from a search engine,
thanks to their good ranking in the standard search engines. The catalogue pages
are the least preferred options to arrive on an interoperability solution.
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4.3.2 WHICH assets, asset releases and repositories are the most popular (most
visited, with the highest number of downloads) and WHY?
The most popular assets, asset releases and repositories are presented in sub
section 2.5. Since we have not gathered metrics for the number of downloads in
this month, we cannot yet investigate why certain assets are more popular than
others.
4.3.3 HOW long and HOW often do people browse the repository?
On average the visit lasts 3:45 minutes and 3.77 pages are viewed per visit.
However as explained sub section 4.2, there is a large gap between visitors and
users.
4.3.4 WHAT is the geographic distribution of the users of EFIR?
Out of the 10,000 visits to the repository in February, 7000 were coming from a
Member State. A detailed representation of the geographic distribution can be found in
Figure 6 - Detailed report of performance per EU country for the detail for each
Member State and in Figure 5 - Top 5 non-EU countries per visit for the 5 non-member
state countries generating the most visits to the repository.
4.3.5 HOW do people experience the visit to the catalogue and the catalogue itself?
The catalogue is mostly used by recurring users (45%), and only a very limited number
of visitors actually land on the catalogue while visiting the repository. Visitors going
through the catalogue are also staying longer on the repository (14 minutes on average)
and browsing more pages (13.39).
4.3.6 HOW do people use the search functionalities of EFIR (focusing on the
advanced search)?
We have not yet gathered metrics on the in-site search functionalities during this
reporting period.
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ANNEX 1 – IN-PAGE ANALYTICS
Figure 24 - In-page analytics for Catalogue of Assets
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Figure 25 - In-page Analytics for Open-Source Software Catalogue