LA NACION, Buenos Aires, Argentina 2019

La Nación was founded in 1870 by former President Bartolomé Mitre. It is the most prestigious national newspaper in Argentina, well known for its quality journalism, investigative reporting and editorial integrity. It’s Brand has expanded and today it has the website with the mobile and social media versions, the Tv news channel, and several magazines including Hola!, and Argentine Rolling Stone.

LA NACION August 13, 2017

In 1995 we launched our website and became the first massive online newspaper in Argentina. Since then, the main premise of lanacion.com is to maintain journalistic excellence while taking advantage of new technologies as an indispensable tool for innovation.

lanacion.com has 32,500,000 unique browsers per month and this year became the first online media in Argentina to achieve 200,000 paid subscribers. We are part of the Group of Newspapers of America (11 main newspapers in Latin America Consortium) and we are known for being the most innovative digital media of Latin America and the most awarded as well. 

This year was special because our Driver’s Notebooks investigation, won the The International Prize King of Spain (Rey de España), and the National Investigative Journalism Prize of the Argentinean Journalism Forum (FOPEA). Also, this year we won the World’s Best Designed Newspaper award of the Society for News Design (SND) and our data unit, LA NACION DATA was finalist in 3 categories of the GEN Data Journalism Awards.

LA NACION’s Tv set 

INVESTIGATIVE REPORTING:Investigative journalism is the core of our newsroom. We work with editors and journalists of each section who are interested in public transparency and willing to innovate with new tools and storytelling techniques. We specialize in deep digging and research, following breadcrumbs which lead to rigorous and powerful stories.

A recent example of this is the The Driver’s Notebooks of Corruption investigation. This investigation formally began on January 8, 2018, when Diego Cabot, an investigative journalist from La Nación was given eight notebooks that exposed Argentina´s greatest corruption scandal ever. We built a structured dataset from this handwritten notebooks,  we transcribed all the information into an Excel database and began analyzing each one of the records. Then, we verified and checked the information by crossing it with other multiple sources such as official and company records, corporate information, public works contracts. This verification process was used to carry out a strict process of standardization and structuring of data in which currency and descriptions were unified and names and addresses were standardized.

So far, 73 individuals have been prosecuted in this case (40 have been imprisoned and several continue and another 90 businessmen are waiting for prosecution), including a former President, the entire office of the Ministry of Planning and the main public works contractors of the country. About 40 persons repented and confessed their crimes. US$ 600 million were seized.

READ MORE ABOUT THIS INVESTIGATION: CLICK HERE

DATA JOURNALISM AND OPEN DATA FOR CHANGE: We also have a special unit destined for this job called LA NACION DATA who was chosen the Best Data Journalism Team Portfolio in the GEN Data Journalism Awards 2019 and became finalist in two other categories: data visualization of the year and investigation of the year. The team promotes Open Data Journalism for change, in order to better serve our audiences using data to discover and tell stories. They encourage the use of open data and access to information in Argentina as evidence to keep governments accountable, enhance transparency and allow citizen’s collaboration in the process of journalism.

Much of their work and effort is invested in building datasets from scratch, cleaning, structuring and normalizing to make them accessible for our newsroom and our users in Argentina. But their objective is also to produce long-term investigations that encompass a multiplicity of topics of interest with the intention of producing a political and social impact.

They work by projects and in multi-skilled teams to provide data as service in the daily reporting and to build innovative tools and data platforms for open collaboration. They even partner with NGO’s to promote civil participation in the process of journalism and because they never get tired of learning something new, they love sharing knowledge through hackathons and hosting multiple events.


An example of this is the open Statement of Assets (Affidavits) website of the main officers of government. Every year LA NACION DATA access hundreds of affidavits through FOIA requests. The problem is that most of the data is handwritten on a sheet of paper, so they organized hackathons in alliance with NGOs: Poder Ciudadano, ACIJ and Directorio Legislativo to upload all the information into an open source administrator we created for such purpose.

These are meetings held for several days in the newsroom where students and volunteers participate to build this dataset together. In total, there are already more than 4,000 published affidavits typed in our unique web site, that are constantly reused to investigate cases of corruption or to provide information on each new Government officer. This data is presented in open formats as well.

Furthermore, keeping the team and our newsroom updated, we are now focused in learning how data science can help society and journalism for good, As this happens LA NACION DATA supports and co-organized the Global Women in Data Science (WIDS) Conference in Buenos Aires 2018 and 2019. In this event journalists, data scientists, engineers and programmers meet in order to promote the inclusion of women as speakers in Data Science in different areas, industries and services in Argentina in order to inspire more women in STEM and in technology.

READ MORE ABOUT LA NACION DATA: CLICK HERE

PUBLIC SERVICE: We produce journalism that makes a difference and motivates the audience to act and improve a community’s welfare and quality of life. We are devoted to highlight stories that raise awareness among political leaders and civil society. We want to achieve a better future for all and we understand that it is our responsibility to act and be involved in the global challenges we face: poverty, inequality, climate, justice, prosperity, and peace and justice.

We even have a special unit called Fundación La Nación that produces community service journalism and actions to raise society’s awareness of different social problems, providing new perspectives, knowledge and approaches to them. They even make visible and work together with different causes and initiatives promoted by social organizations, companies and Government that are destined to achieve a more just and inclusive society.

A recent example of our work is our Hambre de Futuro (“Hungry for the Future”) project which explores childhood poverty in the most vulnerable locations in Argentina.We hoped that the project would raise awareness among political leaders and civil society and put the structural problem of childhood poverty on local agendas. Our mission was to promote the protection of children’s rights by spreading their voice to help them meet their basic needs and secure their survival, protection and development

VISUAL DIGITAL STORYTELLING: We make innovative efforts in telling stories through original, creative and interactive visualizations and graphics. The idea is to create unique and quality storytelling products that clearly convey the story’s topic or event. We give special attention in bringing stories and data to life so we even created “format meetings” with one delegate of each section, developers and data team members.

An example of this is our FIFA World Cup Russia 2018 coverage. The objective was to inform and engage the audience in two different stages. The first stage consisted of a series of playful and social visualizations prior to the beginning of the World Cup. The articles were strategically conceived according to the schedule prior to the event: selection of the 23 players that were going to travel to Russia, the 11 players that were going to play on the first match,  a draw simulator of the different possible groups in which each country soccer team could be selected and their possible opposing team, and a result forecast for the people to play with and bet.

Instead, the second stage was focused on the real time results and matches: a fixture with the times, teams and matches, a calculator for the audience to estimate results and evaluate the possibility of passing to the next round, a game that allows the audience to score the players after each match, a live statistics visualisations of the amount of shoots and passes between players and their positions on the field throughout the game, the possibility to vote for the best goal of the world cup and a monitor of the speed and the distance runned by each player.

READ MORE ABOUT THE WORLD CUP COVERAGE: CLICK HERE

Another example of visual digital storytelling is the piece we created a year after the disappearance of the submarine ARA San Juan. To commemorate the first anniversary of the tragedy of the ARA San Juan Submarine, a scrollytelling was made to present all the details and data about the sinking of the submarine. It was one of the most tragic events of the past few years as it involved the death of 44 crewmen that were on board. The purpose was to develop a visual piece with new data from the year-long official investigation to shed light on some of the uncertainties and controversies of the case.

It included data from official naval reports, videos of the crewmen families-specially produced and created for the occasion-, audios of the official naval announcements, 3D animations of the submarine made with two programs called Carrara and Blender, and satellite geolocated data of the search operations collected with Marine Traffic vessel platform.

READ MORE ABOUT THE SUBMARINE: CLICK HERE AND HERE

AUTOMATED DATA-DRIVEN CONTENTThe project was born in the context of 2017 elections. With the purpose of creating news articles automatically from datasets using different templates, we put into practice the automated technology which allowed us to cover the real-time election results in the 530 districts of the Argentine territory. 

We knew that the technology developed for the occasion could mean an opportunity to help the newsroom in its usual work process. Specially, in repetitive news that are data driven and that could be supported with series and graphs. So, we began to produce daily and weekly articles, automated through a systematic collection of data from different sources and topics.

Three examples

All the automatically generated articles are accompanied with infographics, images and interactive visualizations that are created from the automatic loading of data in Google Spreadsheets.

The first subjects covered by this project were thought in terms of the interest of the Argentine citizens: dollar, inflation and Argentine football. Three central subjects in the everyday life of our country.

The importance of this project is that we found a way to work in teams with our editors that understood how technology and data can help them better serve audiences and reach larger audiences thanks to a broader coverage. We developed an in-house automatization platform customized to each data source and worked with our graphics area to have the data visualizations ready.

Work that was repetitive and tedious became, thanks to this process and technology, a successful and efficient task that preserves the touch of quality journalism. The choice of topics helped change the newsroom culture since several traditional journalists are experiencing the benefits of technology and data to support their stories.

READ MORE ABOUT OUR AUTOMATED CONTENT PROJECTS: CLICK HERE

USER EXPERIENCE: We pay special attention in user interface and interactive innovation and how each helped our users. We think that special content should be presented in creative and useable applications and platforms. 

A perfect example of this is LA NACION´s SHOPPING CART: monitoring 2600 supermarkets and 170 product prices.

In March 2018, Argentina was one of the five countries with highest inflation according to the International Monetary Fund. The index climbed up to 47.6% anually according to official numbers. The jump of the exchange rate, higher than 100% also had an impact on the rise of prices on the supermarkets every week. Given the country’s inflationary context, there are several sources of information about price variation, but these end-user reports are abstract numbers that do not reflect their daily reality and do not represent the real impact on their economy.


To understand how supermarket product prices evolve independently of the official measurements monthly informed, and to bring this measurement closer to the daily economy of the audience, we created “Changuito LA NACION“  (LA NACION Shopping Cart), a price monitor that allows a weekly and monthly monitoring of goods product by product such as noodles, soft drinks and liquors and toothpaste, among others. Its name refers to the colloquial way of naming the shopping cart.

El Changuito presents a group of 170 food, beverage, cleaning and toiletry products from leading brands that are marketed nationally in 2,561 points of sale and are representative of household consumption in Argentina. Each one of the goods has a “premium” option and a “standard”option, differentiated by price.

To make interaction easier, we created four pre-set baskets, based on our official statistics methodology. They are: for people living alone, for couples, for a four-member family, and for retired persons. Thus, if the user selects this option, he/she can access a pre-set basket of food, toiletries and cleaning items that are similar to the consumption of the type of household chosen. In addition, you may modify: add or remove products and decrease and increase quantities. Each of them has its nominal price (total price) and its variation (on a weekly and on monthly basis).

The user also has the option of assembling a “changuito a medida” (taylor-made shopping cart), that is to say, to make a virtual tour among the monitored products to personalize his/her own basket. To enable an individual tracking, each reader registered on the Web or through the mobile app of LA NACION may save his/her own selection.

In addition, by clicking on each product, the user may see its current price and the weekly and monthly price variation with a linear graph.

READ MORE ABOUT LA NACION’s SHOPPING CART: CLICK HERE

TECHNICAL INNOVATION IN THE SERVICE OF DIGITAL JOURNALISM: We build digitals tools and platforms from open source code to achieve a sustainable industry. We learn from the works and tools of international media and take advantage of the knowledge we gain to improve existing tools and adapt them to our needs and style.

For example, we built an entire platform with Autotune, a product of VOX MEDIA that concentrates different tools that journalist can use to generate visualizations without having to write a single code line. We offer different templates such as: data tables, timelines, zoom for images, before and after sliders, fade in/out, 360° images, trivias and phrases tool.

Other examples involve for example NPR Books open source code. A platform that was made for book reviews we transformed it into two new products: a museum catalogue and a holiday calculator.

Furthermore, we also used VOX MEDIA Meme Generator that was available in open source to make our own LA NACION MEME MAKER for our social media team to easily produce Memes and Phrases.

SOCIAL MEDIA: We have 3,76mm fans on Facebook and a daily reach of 3,3mm. On Twitter we gained 3,17 mm followers and recently we launched a new way of telling stories and breaking news on Instagram where we have 714K followers. We are constantly trying to find different and new ideas to have a powerful presence on social media. We understand that the content is the most important asset we have and social media is an opportunity to attract and engage with new users.

We adapt our digital storytelling to innovative ways of attracting the attention and engaging new young audiences. An example of this is an interview with María Kodama, widow of Argentine author Jorge Luis Borges. We decided to create a short video to tell the story of a conversation between Mick Jagger and Borges to share it on social media:

We create this type of video every week to promote a specific article that is usually published on sundays. Here is another example:

Brand expansion: La Nación also introduced in september 2016, its own paid TV channel called LN+. A network designed for a digital audience that broadcasts directly from La Nacion’s newsroom. It delivers cable and on-demand programming, focused on analysis and news. It offers more than 20 shows and its objective is to expand the reach of the digital newspaper quality content. This is why we even created our own Youtube channel where we adapt all the TV content to a more dynamic and entertaining format.

THIRD PARTY RECOGNITION AND AWARDS: 

Our website won the Editor and Publisher EPPY Awards five years in a row (2011, 2012, 2013, 2014, 2015) and also received in 2010, 2011, 2013 the Online Journalism Award for General Excellence in Online Journalism, Non-English, Large Site. Also, last year lanacion.com was named the best news website of Latin America by WAN-Ifra Digital Media Awards. On 2018 we also received the OJA award last year for Excellence in Audio Digital Storytelling, and the Data Journalism Award for Best use of data in breaking news story. These are just some of the overall prizes we received in the past few years.

READ MORE ABOUT OUR AWARDS: CLICK HERE

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La Nacion Data’s team portfolio from Buenos Aires, Argentina 2019

La Nación Data is the data journalism unit from LA NACION in Argentina. We do Open Data Journalism for change, in order to better serve our audiences using data to discover and tell stories. We promote the use of open data and access to information in Argentina as evidence to keep governments accountable, enhance transparency and allow citizen´s collaboration in the process of journalism.

Much of our work and effort is invested in building datasets from scratch, cleaning, structuring and normalizing to make them accessible for our newsroom and our users in Argentina. But our objective is also to produce long-term investigations that encompass a multiplicity of topics of interest with the intention of producing a political and social impact. Here is a selection of this year´s work and strategy:

1.  The Driver’s Notebooks of Corruption. This investigation formally began on January 8, 2018, when Diego Cabot, an investigative journalist from La Nación was given eight notebooks that exposed Argentina´s greatest corruption scandal ever. We built a structured dataset from this handwritten notebooks,  we transcribed all the information into an Excel database and began analyzing each one of the records. Then, we verified and checked the information by crossing it with other multiple sources such as official and company records, corporate information, public works contracts. This verification process was used to carry out a strict process of standardization and structuring of data in which currency and descriptions were unified and names and addresses were standardized.

So far, 73 individuals have been prosecuted in this case (40 have been imprisoned and several continue and another 90 businessmen are waiting for prosecution), including a former President, the entire office of the Ministry of Planning and the main public works contractors of the country. About 40 persons repented and confessed their crimes. US$ 600 million were seized.

 

2. 2018 Youth Olympic Games in Buenos Aires investigation we manually monitor all purchases, contracts and infrastructure of the event. After analyzing the historical budget, the electronic purchase portal and requesting twice an access to public information, we were able to reconstruct the total cost of the event that exceeds 8 billion pesos and explain specifically the purposes for such an expense. Until then, the government had repeatedly refused to inform this figure and did not have the systematized information open to citizens.

 

All processed information and original sources are made available to the public for download and reuse.

3. Project At What Price?. Together with Chequeado, a Fact checker unit, and Acij, a transparency NGO, we researched, compiled and opened all public contracts and data from drug purchase processes in State. It is an observatory of health-related purchases depending on the National Government and the City of Buenos Aires. Particularly, HIV medicines, contraceptives and vaccines.

We developed a scraper to get all the documents from multiple State portals, contrast them with the data obtained through requests for access to information, depurate them and accurately structure the base and carry out an in-depth analysis. This led to two unpublished investigations: a) only 25% of the investment for drug purchases corresponds to public tenders; b) the Government reduced the delivery of contraceptives.

 


 

4. Congresoscopio : legislative transparency 2010-2019.  To promote government accountability and use data as part of citizen control and surveillance we monitor the use of public resources and institutions.

A clear example is the Congresoscopio application that we use every time a new bill is voted in Congress and where we download the forms from the official sites of the Senate and House of Representatives. Through an OCR process, we convert them to Excel format and upload them then to our admin. It is a platform developed in house where the citizens access all the legislation considered in Congress from 2010 to the present and delve into how each legislator voted. In addition, it allows the user to see how many bills each legislator submitted and the number of absences. Obviously, legislation is made available to the user.

 

On the other hand, we believe that all citizens should participate by activating the demand for public information as a democratic principle and human right. That is why we are dedicated to teach civil society and build community. We strengthen our relationship with NGOs and universities through hackathons, meetups and workshops.

5. Argentina’s Senate rejected the bill to legalize abortionCitizens followed the presentations of Senators as closely as if they were watching a suspense movie, to be on the spot was very important. La Nación reused code to build a visualization that could follow that rhythm of the vote; it was important to know the final result of the vote and the vote of each one of the Senators on real time as well. The first interactive shows the faces of those persons representing us at the Senate, some of them are unknown for the audience in general. Moreover, the interactive adds the possibility of crossing variables to understand whether his/her age, religious belief, politic orientation or university background were related to their vote.

The second interactive, published early in the morning the day after, followed the same logic as the first one, but this time it analyzed and compared the votes between both House of Representatives and the Senate (257 Representatives/72 Senators), trying to find a pattern that answered the questions that many of us asked ourselves: did senior legislators vote against the bill and the younger ones, in favor?; do the Catholic ones supported the 2 lives? Are lawyers against it? You can find the answers in the visualization

6. Open Collaboration with NGOs and Universities: the Open Statements of Assets

An example of this is the open Statement of Assets (Affidavits) website of the main officers of government. Every year we access hundreds of affidavits through FOIA requests. The problem is that most of the data is handwritten on a sheet of paper, so we organized hackathons in alliance with NGOs: Poder Ciudadano, ACIJ and Directorio Legislativo to upload all the information into an open source administrator we created for such purpose.

 

These are meetings held for several days where students and volunteers participate to build this dataset together. In total, there are already more than 4,000 published affidavits typed in our unique web site,  that are constantly reused to investigate cases of corruption or to provide information on each new Government officer. This data is presented in open formats as well.

 


7. Data Science and Journalism: keeping our team and newsroom updated, we are now focused in learning how data science can help society and journalism for good, As this happens we support or co-organized the Global Women in Data Science (WIDS) Conference in Buenos Aires 2018 and 2019. In this event journalists, data scientists, engineers and programmers meet in order to promote the inclusion of women as speakers in Data Science in different areas, industries and services in Argentina in oder to inspire more women in STEM and in technology.

 

8. Open Data and Open Government:  we actively participate in movements of open information and act as users of open data from open governmens, we share learnings and give talks in several universities: Universidad Austral, Universidad Católica Argentina, Universidad Don Torcuato Di Tella, Universidad de La Matanza, Universidad de Lomas de Zamora, and others in Latin America as well.

 

Open Data Day

Every year, we are speakers at Argentina Abierta (Open Argentina) , a federal meeting on openness and innovation to design better public services. It is attended by public officers, entrepreneurs, civil society organizations, students and journalists willing to share achievements and experiences throughout the country and beyond to continue promoting a more open and collaborative world.

Team member at La Sabana University in Bogotá Colombia

At the same time, we were media partners of the 5th International Open Data Conference (IODC) in the City of Buenos Aires. It is a meeting aimed at developing transversal thoughts on openness, transparency and citizen participation. Our team was moderator of the panel on journalism and open data and organized a media conference at the editorial office of LA NACIÓN.

 


9. Automated content, from scratch in LA NACION: in search of innovation in data collection, analysis and presentation this year, in August, we began to develop and  produce automated content from scratch and in house. In other words, 1,300 automatic articles are monthly created on several topics like: sports, prices and inflation, currency exchange rates and more. The idea is to save work and make in-depth content creation more efficient to journalists and better serve with more topics on time based on data-to text stories, for our readers.

 

For example, as regards the monetary exchange rate, an automatic extraction of real-time data is made concerning the value of the Dollar and the Euro informed on Central Bank website and the subsequent publication of articles with more than 1000 combinations of journalistic articles. All these articles are accompanied by a visualization that is also updated through an automatic process.

10. Playing with data: regarding the innovative and creative presentation of data, the aim of all our interactive pieces is to challenge the user to understand, interact and explore the topic to be covered.

 

A clear example is the coverage of the 2018 World Cup in Russia where a series of visualizations focused on the real time of the event were planned. More than 12 large productions were created related to penalties in the knockout round, a balance of the first round, live statistics, an interactive key to beat the knockout round, players’ scores, fixtures and many more. All of them were created for direct interaction with the user: draw simulator, select your players, make your World Cup forecast.

 

11. Data visualization in news stories:  the first anniversary of the disappearance of the Ara San Juan Submarine. A year of uncertainty had passed since contact with the 44 crew members was lost. Data was collected from the last messages sent by the crew members to their families and the last reports sent by ARA SAN JUAN were presented.

In addition, the route was visualized, and a 3D render was made to graph the ventilation system through which the water that damaged the batteries entered and that ended the lives of all the crew members. At the same time, special emphasis was placed on real time searching and tracking with the use of tools such as marinetraffic.com from which all the stories with data were told and all the rescue ships followed and simulated in our graphs.

Another year learning new tools, producing data journalism and enjoying every challenge with our data team.

TEAM MEMBERS:

Momi Peralta Ramos: Data Journalism Project Manager and Multimedia Development Manager

Ricardo Brom: Data engineer for investigative reporting – Data intelligence unit

Florencia Coelho: Research and training in digital media trends

Gabriela Bouret: Data analyst and data miner

Romina Colman: Data journalist and freedom of information specialist

Bianca Pallaro: Data journalist and data producer

Gabriela Miño: Librarian and Archivist

Florencia Rodríguez Altube: Data journalist and data producer

Nicolás Bases: Back and front end developer

Cristian Bertelegni: Back and front-end developer

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FIFA World Cup Russia 2018

On the occasion of the 2018 FIFA World Cup in Russia, a complete coverage was planned. The production had to demonstrate the highest standards of journalism in an interactive and digital design. The objective was to inform and engage the audience in  two different stages:

The first stage consisted of a series of playful and social visualizations prior to the beginning of the World Cup. The articles were strategically conceived according to the schedule prior to the event: selection of the 23 players that were going to travel to Russia, the 11 players that were going to play on the first match,  a draw simulator of the different possible groups in which each country soccer team could be selected and their possible opposing team, and a result forecast for the people to play with and bet.

Instead, the second stage was focused on the real time results and matches: a fixture with the times, teams and matches, a calculator for the audience to estimate results and evaluate the possibility of passing to the next round, a game that allows the audience to score the players after each match, a live statistics visualisations of the amount of shoots and passes between players and their positions on the field throughout the game, the possibility to vote for the best goal of the world cup and a monitor of the speed and the distance runned by each player.

Russia 2018

Visualizations published before the Soccer World Cup

 - DRAW SIMULATOR

Days before the event and with the purpose of informing the methodology of the draw, an interactive was made that simulated the possible combinations that could result from the draw and thus allow the user to speculate with which teams could face the Argentine football team.

 

- CHOOSE YOUR 23 SOCCER PLAYERS

The day the coach of the Argentine football team informed the previous list of 35 players of which only 23 would be included in the final list, an interactive development allowed the reader to choose his/her 23 favorite players for the football team. With the data provided by the users, a ranking was formed in real time with the most and least chosen players. During the day the app was active, it obtained 113,340 unique users and an estimated time of 4.22 minutes.

 

- CHOOSE YOUR 11 FOOTBALL PLAYERS

After informing the list of 23 football players confirmed to play in the World Cup, users were asked to put together a team of 11 players to play the matches. With the data provided by users, a ranking was made in real time with the most and least chosen players. It was an interactive that also was monetized through a sponsor.

 

- ALL THE WORLD CUP FOOTBALL PLAYERS

Once the players of all the football teams that would play the World Cup were confirmed, a database was created with the nationality and the football club where they played. Through an interactive, user could explore data and get different views on the players on the list.

 

- FOOTBALL WORLD CUP DRAW

Three weeks before the beginning of the event, this app was released and the users could predict the results of all the football matches. With the data provided by the users and by means of a score system based on the hits obtained, a list of positions was created that, at the end of the World Cup, informed a winner.

In addition, the app offered the possibility of creating groups for users to set up tournaments with their friends. More than 30,000 forecasts were created, and the app had a high level of participation during the 45 days that the app was active. Total users 1,028,134. The average time was 08:33. It was an interactive that also was monetized through a sponsor.

 

Visualizations published during the Football World Cup

 FIXTURE

During the World Cup this app was released with the schedule, groups and real-time results of all World Cup matches. In addition, each group had a calculator to speculate the results of the matches and evaluate the chances of classification of the teams according to the speculation made. It was the most successful piece of all, with a user record of 3,376,065 and an average time of almost 10 minutes. It was a development that was also monetized through a sponsor. For the real time it was used the data service of the OPTA company which was processed and enriched to adjust to the needs of the proposed development.

 

GIVE A SCORE TO PLAYERS

An interactive that allowed users to give a score to players after Argentina’s matches during the World Cup in Russia. The data provided by the users allowed to give each player an average score. This resulted in a platform with a reusable collective score for each match of the Argentine football team.

 

INTERACTIVE KEY

To get excited about the elimination phase of the World Cup, this app was released so the user could speculate on the results of the groups and create the tournament key. In this way, the user was given the possibility of determining which selection the user thought would be the winner. For real time the data service of the OPTA company was used, which was processed and enriched to adjust to the needs of the proposed development.

 

LIVE STATISTICS

For the coverage of all the soccer matches of the World Cup, a series of visualizations were developed in real time with the statistics and incidences of each match. For real time, the data service of the OPTA company was used, from which the raw data were taken to obtain original and exclusive visualizations of LA NACIÓN: shots to goal, passes between players and movements on the field .

 

FIRST ROUND BALANCE

Based on the data provided by OPTA, a database was created to develop this visualization, which was released just after the first round of the World Cup, in which the performance of the Argentine soccer team players was evaluated: shots to goal, distance covered and speed for each match of the first phase.

 

PENALTIES IN KNOCKOUT ROUND

FIFA’s official data was analyzed for all the matches that were defined by penalties in the knockout round in the history of the World Cups. The result of the analysis was the conclusion that the teams that had most defined their matches by penalties were Argentina and France, both rivals in the following match of the World Cup. With the data, a visualization was developed that analyzed in detail these two teams in their definitions by penalties.

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Automated data-driven content

The project was born in the context of 2017 elections, with the purpose of creating news articles automatically from datasets using templates and allowed us to cover much more detailed results for all Argentina´s territory, so we did it to cover 530 districts with their results and local maps.

Then we found this could create an opportunity to help the newsroom in its usual work process in repetitive news that are data driven and that can be supported with series and graphs. So we began to produce daily and weekly articles, automated through a systematic collection of data from different sources and topics.

All these automatically generated articles are accompanied with infographics, images and interactive visualizations that are created from the automatic loading of data in Google Spreadsheets.

The first subjects covered by this project were thought in terms of the interest of the Argentine citizens: dollar, inflation and Argentine football. Three central subjects in the everyday life of our country.

Examples of automated data-driven content in LA NACION:

Dollar: https://www.lanacion.com.ar/economia/dolar-hoy-asi-cotiza-el-3-de-abril-en-banco-nacion-y-otras-entidades-nid2234795

Inflation: https://www.lanacion.com.ar/economia/la-canasta-de-precios-de-la-nacion-tuvo-un-alza-de-187-en-las-ultimas-cuatro-s-nid2232905

Football: https://www.lanacion.com.ar/deportes/colon-san-martin-de-san-juan-el-mapa-de-los-remates-y-quien-dio-mas-pases-nid2234453


Dollar , daily currency exchange

In Argentina the price of the Dollar has an important place in the life of the population. Every Argentine citizen knows the daily exchange rate because the fluctuation and volatility of the value of the Peso makes it necessary its daily monitoring. Our economic history developed an eternal distrust in the national currency in the Argentine people. And since the threat of recession and devaluation is always latent, a large part of the population´s savings are in Dollars. In addition, there is also the factor of high rates of inflation that prevents saving in Pesos because it quickly loses value. In fact, people are so interested in this topic that it has a permanent place in the home of all media.

Before automatization,  every morning a journalist tracked the day’s exchange rate price and wrote several articles according to the variation of the Dollar throughout the day.

This was useful as a clear example to automate. That is to say, to ease work of economic journalists and to assure that each article is consistent with the bank rates informed and an infograph to visualize the variation over time.

The automatic article that is created in the morning informs the rate of the previous day, then it is updated with the rate of the day and in the afternoon a new article is created at the closing of the rate. This article also makes easier the work of the journalists since when there is a significant rise or fall, the journalist may use it as a basis to create more content in the article: explain reasons, consult experts and add them as a source.

 

Inflation is another central subject in the daily life of Argentine people. In fact, inflation in 2018 was the highest in 27 years: it reached 47.6% yearly. There are several sources of information about price variation, but these end-user reports end up being abstract numbers because they do not reflect their daily reality and do not represent the real impact on their economy.

For this reason, we decided to create a platform where the price of products sold in supermarkets can be automatically tracked and in real time. We created “Canasta LA NACIÓN” (LA NACION Basket), a price monitor that allows a weekly and monthly monitoring of the price of several products such as noodles, soft drinks and toothpaste, among others.

And, from that moment onwards, once a week we produce an automatic article with basic food basket information of 43 products for digital and paper versions with corresponding interactive display.

 

Soccer:

In order to give more context and cover all soccer games, we automate the articles of the different matches of the Argentine Soccer Association. The automatic articles are summarized in three:
a) An interactive visualization with the passes, shots and movements of the players of the two teams of each match that is played

b) 24hs before a match, an article is created with minimum information and already pre-loaded widgets so that the match updates and modifies during the match.

c) A summary of all the matches that are played throughout Argentina, that is to say that it includes automatic articles of the local matches that are played in the different provinces.

INNOVATION

It project is innovative because we found a way to work in teams with our editors that understood how technology and data can help them better serve audiences and reach larger audiences thanks to a broader coverage. We developed an in house automatization platform customized to each data source and work with our graphics area as well to have the data visualizations ready.

Work that was repetitive and tedious became, thanks to this process and technology, a successful and efficient task that preserves the touch of quality journalism.

The choice of topics helped change the newroom culture since several traditional journalists are experiencing the benefits of technology and the context data gives to support their stories,

IMPACT

The impact of the project was immediate. Particularly, with the increase of entries in all the topics considered . But besides helping with figures and traffic, it also developed a cooperation culture between traditional journalists , data producers and developers. Now, journalists are approaching LA NACIÓN DATA to request the automation of different articles in order to add value to their work and speed up those productions that need most of the human work.

People constantly comment, claim, question and give opinions on inflation, football and Dollar and to do so they share news articles of LA NACIÓN.

Source and Methodology

The beginning of the cycle for creating an automatic article flow has several origins. In some cases, the same editor realized that the same article was repeated frequently and asked us about the possibility of automating such articles to lighten work of the journalist in charge. In others, it came up from the lopportunity to cover more topics and sub topics like all the soccer games in the main and second main league in Argentina, every week.

Once we confirm the possibility and need for automation, we research the source and origin of data. The source may be:

- A database regularly and manually completed by the journalist
- an API
- Scrapping and building a dataset from scratch

The next step was to create multiple text possibilities according to the variation of data. These texts are conditional and are used to produce thousands of articles that will work as text templates based on the figure obtained.

The last step was to configure and collect data with the generation of articles and define a date and time (cron) for publication that is done automatically without the need to go through the hands of an editor.

Technology

The project has a serverless architecture using the AWS stack. Each automatic article has its Lambda written in Python. In cases where the data source is a dynamic site made in javascript Node.js is used with Headless Chrome to do the scraping. As a database we are using PostgreSQL.

We use Google Docs API and present updated graphs in the front end using Javascript and Tableau Public.

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A year after the disappearance of the submarine ARA San Juan

Unpublished details of the disappearance

CONTEXT

To commemorate the first anniversary of the tragedy of the ARA San Juan Submarine, a scrollytelling was made to present all the details and data about the sinking of the submarine. It was one of the most tragic events of the past few years as it involved the death of 44 crewmen that were on board.

The purpose was to develop a visual piece with new data from the year-long official investigation to shed light on some of the uncertainties and controversies of the case. The story-telling was concieved for a wide audience without segmentation as the subject emotionally involved the whole of society. 

INNOVATION

The intention was to bring together all in the same development, a multiplicity of multimedia resources and to make available exclusive data on the subject. Its a vertical story-telling that only requires the user a minimum effort of interaction: scrolling. It includes data from official naval reports, videos of the crewmen families-specially produced and created for the occasion-, audios of the official naval announcements, 3D animations of the sumbarine made with two programs called Carrara and Blender, and satellite geolocated data of the search operations collected with Marine Traffic vessel plataform.

Everything was designed in a way that the story-telling surprises the user with the succesive appearance of these elements as the story goes on.

Sources and methodology 

To create contents for the project, official reports of the investigation were searched and provided. This allowed us to create and inform what had happened as faithfully as possible (something that had not been done until now). On the other hand, the transcriptions of the communications between the submarine and the operation base were obtained. This enabled us to georeference key moments of the voyage and subsequent sinking of the submarine.

Moreover, the data service of marinetraffic.com was used to recreate the search of the submarine. The tool is a global pioneer in vessel tracking that we got to know in a data journalism course at the International Journalism Festival in Perugia, ItalyWe. Furthermore, we also contacted the families of the victims from whom we collected data as they provided testimonial evidence of the last Whatsapp messages delivered and recieved from their children before the fatal outcome.

Technology

The main purpose was to create and deliver different types of content through the scrolling. When a new section of the scrolling enters the scene, something should happen that draws the attention.

For such purpose, we used a Javascript library called “Scrollama.js” that helped us to detect which part of the interactive was on screen and trigger different events. The challenge was also to be able to control the videos with the scroll and to do so, we manage to preloaded them before the user gets to watch them on screen. For this last part we used our JS Player video hosting platform.

Another important part of the interactive was to be able to show a 3D sequence of the sinking of the submarine, given the need to visualize it in high quality, we divided the video in image sequences with Python software (so the user could download the image sequence by scrolling). In that way, we made sure that the image could be seen correctly and the sequence could be consistently controlled.

Another useful JavaScript library was Anime.js which helped us to do the animation using the scroll for the final part of the voyage of the submarine on a SVG line.

IMPACT

The development had a very good performance in metrics, the time spent on the page was 4.26 m rather above the average and a very good number of unique users: 76.762. It was also among the three most visited articles of the day.

 

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At what price?, behind the scenes of the investigation

 AT WHAT PRICE? : A PUBLIC PROCUREMENT OBSERVATORY 

In this post we propose to gather the step by step of At what price?, a public procurement observatory created by LA NACION Data in alliance with CHEQUEADO and ACIJ, which compiles the purchases of HIV drugs, contraceptives and vaccines made by the Health Office of the argentine Government and the city of Buenos Aires.

In this first approach we focused the work on the purchases of 2016 and 2017.

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Cuadernos de la Corrupción: la investigación que cambió la historia política argentina

INVESTIGACIÓN

TOTAL DE NOTAS

El trabajo de investigación se inició formalmente el 8 de enero de 2018, cuando un periodista de La Nacion, Diego Cabot, tuvo un encuentro en el domicilio de una de sus fuentes. En la reunión, le entregaron ocho cuadernos confeccionados por un chofer de Roberto Baratta, uno de los funcionarios más importantes del exministerio de Planificación Federal que condujo Julio De Vido, el más relevante en los 12 años de gobiernos kirchneristas que fueron desde 2003 a 2015.

Los cuadernos contenían un registro detallado de cada uno de los recorridos de auto que realizó durante 10 años -sólo con algunas interrupciones- el chofer con Roberto Baratta y otros funcionarios para recolectar el dinero de retornos/coimas de grandes compañías de la Argentina a las que se le había adjudicado un contrato de Obra Pública.

Desde el inicio de la investigación, Diego Cabot y el pequeño grupo de trabajo que lo acompañó en todo el proceso, tomó una decisión fundamental. Dada la cantidad de exfuncionarios y de empresarios de primera línea involucrados, se determinó no publicar nada hasta no tener certezas de que lo que estaba escrito era verdad. Nadie por fuera de ese grupo supo de la investigación que se llevaba adelante.

 

En una primera etapa, se transcribieron los 8 cuadernos a una base de datos de Excel. Y se comenzó a trabajar en cada uno de los registros con todos los elementos objetivos que eran posibles de chequear. Se listaron:

-Nombres y cargos

-Domicilios de origen y destino de los recorridos

-Dominios de los autos

-Denominación de compañías

-Lugares de entregas

-Datos personales de las personas identificadas en los momentos en los que se pagaba la coima.

-Montos de los sobornos

 

En el proceso de chequeo y verificación se consultaron:

-Registros oficiales y societarios

-Se recorrieron gran cantidad de domicilios

-Se recolectó la información societaria de las empresas involucradas

-Los pagos que se hacían se cotejaron con los detalles de la contabilidad del Estado

-El pago de las coimas se cruzó con la información sobre las licitaciones y contratos de obras públicas y el porcentaje de ejecución de cada una de ellas para ver si había relación con los montos de dinero de las coimas.

 

Luego del chequeo y con la certeza de que era todo verdad, el grupo entendió que se trataba de la trama de corrupción más grande que jamás se haya develado en la Argentina.

 

El material que contenía la trama de corrupción era un documento privado y dado los antecedentes en la Argentina, la publicación en LA NACION podría generar que algunas pruebas desaparezcan. Es por esto que en marzo de 2018, el periodista inició una negociación informal con un fiscal federal (Carlos Stornelli) y el 10 de abril se presentó la denuncia formal ante la Justicia.

 

Tanto en la fiscalía, como en el Juzgado como en LA NACION hubo un compromiso: nadie podía saber de la causa y el silencio debía ser absoluto. “Si se filtraba la investigación corríamos riesgo de muerte”, dijo meses después el Fiscal del caso.

 

En la madrugada del 1 de agosto, siete meses después de que Diego Cabot se hizo de la prueba, la causa tomó estado público con una ola de 17 detenciones y 36 allanamientos.

 

El proceso se caratuló con el nombre de la expresidenta de la Nación:  “Fernandez Cristina Elizabet y otros s/ asociación ilícita” (9608/2018). El juez consideró que los datos aportados dan cuenta de la existencia de una organización delictiva conformada por funcionarios públicos, quienes valiéndose de medios oficiales (incluyendo vehículos, empleados, equipos de telefonía celular, etcétera) y comandados por quienes fueran titulares del Poder Ejecutivo Nacional (Néstor Carlos Kirchner y Cristina Elisabet Fernández) y del Ministerio de Planificación Federal (Julio Miguel De Vido), entre los años 2003 y 2015, procuraron la percepción de sumas de dinero ilegítimas, por parte de diversos particulares, muchos de ellos, empresarios contratistas de la obra pública del Estado Nacional.

Ese mismo día, el equipo de datos decidió recopilar todas las hojas de cálculo con las que se había trabajado en la primera etapa para empezar a profundizar en el análisis y procesamiento de los registros de los cuadernos. En primer lugar, se realizó un chequeo de las transcripciones para verificar que los montos descritos, las personas, el lugar de origen y destino que aparecían escritos a mano en los cuadernos eran los correctos. Y se aprovechó ese proceso de verificación para hacer un riguroso proceso de normalización y estructuración de los datos en los que se unificó la moneda y las descripciones y se estandarizaron los nombres y direcciones. También se agregó la fecha y hora exacta del recorrido.

Por otra parte, se construyó una metodología de clasificación de cada recorrido que se dividió según: a) si se trataba de una entrega del bolso de dinero a la cabeza del plan delictivo de coimas b) si consistía en la recaudación del dinero que le entregaban las empresas como retorno. Además, se incluyó una serie de tags para identificar la relevancia de cada registro.

A partir de toda la clasificación creamos múltiples diccionarios de equivalencias porque los cuadernos contenían múltiples términos para el mismo concepto. Ejemplo: “bolso” = “valija” = “maletín”. Lo mismo realizamos con nombres personales y domicilios.

Todo el trabajo de investigación periodística se acompañó con diversas aplicaciones y visualizaciones exclusivas que permitieron al usuario recorrer de forma digital e interactiva todos los cuadernos y las novedades de actualidad de la causa.

Entre algunas de las investigaciones aparecen:

IMPACTO

El expediente acumuló en un mes 35 cuerpos de actuaciones, además de la voluminosa documentación y anexos. Se practicaron 70 allanamientos, 36 en la Ciudad de Buenos Aires, 24 en la provincia de Buenos Aires, 7 en Misiones, 2 en Santa Cruz y 1 en Mendoza. Además, el Senado de la Nación trató en el recinto el pedido del magistrado para allanar los domicilios particulares de la expresidenta Cristina Kircher, actualmente senadora y poseedora de fueros. La votación en el cuerpo legislativo terminó 66 votos a favor y ninguno en contra y se autorizó el procedimiento.

 

En los allanamientos se secuestraron más de doscientos cincuenta (250) obras pictóricas en posesión de dos imputados por aproximadamente pesos treinta y siete millones ($37.000.000,00) y pesos cuatro millones quinientos mil ($ 4.500.000,00). Además, como consecuencia de ello se han secuestrado aproximadamente, más de seis millones trescientos cincuenta mil de pesos ($ 6.350.000,00), más de un millón doscientos cuarenta y cinco mil dólares estadounidenses (U$S 1.245.000,00), más de doscientos treinta y cinco mil euros (€ 235.000,00), como así también sumas de dinero expresadas en chilenos, uruguayos y reales, nueve (9) armas de fuego, equipos de telefonía móvil y electrónicos y finalmente, una gran cantidad de rodados de diferentes marcas y modelos, muchos de ellos de alta gama.

En total y hasta el momento se han procesado a 53 personas entre los que se cuentan un expresidente, todo el despacho del Ministerio de Planificación Federal y los principales contratistas de obra pública de la Argentina. Alrededor de 35 personas se han arrepentido y confesaron sus delitos. Se han trabado embargos por 540 millones de dólares.

Por la investigación de los Cuadernos de las Coimas, Diego Cabot y su equipo ganaron el Premio Nacional de Investigación del Foro de Periodismo Argentino y el Premio Internacional Rey de España.

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Where did the main political forces win and loose votes

In 2017 were the legislative elections in Argentina. Not only the new representatives of the Congress are elected, it is an opportunity for the political forces to measure their power in each province.

The map shows the 2017 Elections results for each political force, and the user can compare them with the primary elections and with the 2015 presidential elections of 2015.

This tool not only displays the votes results in absolute values, also the percentage of votes that each political force won or lost. The user can click on each province and see the result for each location in in a pop-up

The innovative thing is the design, the way of presenting the information. We chose to represent the provinces of our country through squares, and give each one a simple graph of arrows that reflect that percentage of votes each politcal force won or lost.

 

How we did it?

We looked for the official data results of: the presidential elections of 2015, the primary elections 2017 and the general elections 2017.

With all the information, we categorized the political forces according to three major groups: the party Cambiemos, the party that responds to the Kirchnerismo and the peronismo no kirchnersita.

The political groups that do not identify with these three forces were not taken into account.

We used: d3js, underscore.js, jquery, css3, sass, node, gulp.

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Candichat, an interview to the candidates through WhatsApp

Date of publication

17-10-2017

>>> Live Link <<<

 

Description of the project

This project was conceived to join citizens and candidates to legislator in view of the crucial legislative elections in Argentina in 2017. To achieve an attractive experience for any user, it was designed a platform which simulated a conversation with politicians through WhatsApp -the communication means most widespread among Argentine people. Answers were real and questions had been already made to candidates who privately answered through WhatsApp to a LA NACION journalist. All candidates were made the same questions, and then each user may choose any question to “chat” with his/her candidate. When LA NACION interviewed candidates through WhatsApp, they were specially asked to use all available resources of the communication application: audio, emojis, videos, etc.  Seguir leyendo

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LA NACION DATA TEAM (ARGENTINA)

Project Description

Since 2011 LN Data has been a strategy, a content initiative and a team whose goals are to facilitate open data journalism in LA NACION and impact for change in Argentina.

Our team has been formed by the same initial three members, Ricardo, data engineer for investigative reporting in LN Data, Flor, research and training in digital media trends and open data and Momi Peralta. We grew from there year after year. Today we are 10, including  data miner Gaby, data producer Romina, two back and front end developers Nico and Cristian, a librarian and archivist Gabriela and two journalists with data and scripting skills Carolina and Bianca 2017.

But the truth is that  we are never just 10 because our strategy is not to be a special centralized investigative unit, but a platform for all our newsroom to facilitate data, innovation, technology and skills for data journalism crossing all platforms and sections including LA NACION in its Tv channel.

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