Hello! Welcome back to our course on data journalism.
Introduction
In our last lesson, we focused on the raw materials of journalism: your sources. We distinguished between primary and secondary sources and, crucially, covered the different levels of attribution for human sources, from "on the record" to "off the record." This knowledge is your foundation for gathering information responsibly.
Today, we move from gathering information to presenting it. This lesson will teach you how to apply the inverted pyramid structure to write a basic news story. This is one of the most fundamental and widely used structures in journalism. For a data journalist, it's the framework you'll use to ensure your most important findings are heard loud and clear, rather than being buried in technical details.
By the end of this lesson, you will be able to take a set of facts and organize them into a coherent, effective news story that respects the reader's time and attention.
Why Structure Matters: The Inverted Pyramid
Imagine you've spent days analyzing a complex dataset and found a crucial story. How do you tell it? If you start by explaining your data cleaning process, your Python libraries, and your statistical methods, you will lose most of your audience before you get to the point.
Journalism solved this problem over a century ago with a structure called the inverted pyramid. The concept is simple: put the most important, newsworthy information at the very top of the story, and then follow with details in descending order of importance.
To get a clear overview of this concept, let's watch a segment from a video by journalism professor Mark Grabowski.
Journalism 101: How to organize news stories
This video, 'Journalism 101: How to organize news stories', explains the inverted pyramid format clearly and concisely.
Please watch the section from 02:27 to 05:22. Pay close attention to: The definition of the inverted pyramid. The two main reasons why this structure is used (reader efficiency and editorial needs). The murder mystery analogy, which is a great way to think about it.
As the video explains, this structure is powerful because it serves both the reader and the journalist. Readers get the main idea immediately, and editors can easily shorten a story by cutting from the bottom without losing the essential facts.
Here is a visual representation of the structure.

The Key Components
A story written in the inverted pyramid style has three main parts:
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The Lead (or Lede): This is the "base" of the inverted pyramid (the top of your story). It's the first one or two sentences and is the most critical part. It must summarize the most newsworthy elements of the story, answering as many of the 5 Ws and H as possible:
- Who?
- What? (The most important action or finding)
- When?
- Where?
- Why? (The cause or reason)
- How? (The method)
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The Body: These paragraphs follow the lead and expand on the story. They provide context, quotes from sources, more detailed facts, and supporting evidence. The crucial rule is that the body paragraphs are also organized in descending order of importance. The paragraph right after the lead should contain the second most important information, and so on.
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The Tail: This is the end of the story, containing the least essential information. It might include interesting background details or related facts that aren't critical to understanding the main story. If this section is removed to fit space constraints, the story should still be complete and coherent.
To see this structure explained with more examples, please read the following article.
Crafting and Structuring the News Story in Journalism
The article 'Crafting and Structuring the News Story in Journalism' provides a great textual breakdown of the inverted pyramid, including its history and some practical exercises.
Please read the entire section titled 'Structuring and Crafting the News Story - Part II'. Focus on the subsection about the 'Inverted Pyramid'. Notice how the examples take a jumble of facts and arrange them logically according to news value.
From Facts to Story: A Practical Application
Now it's time to apply what you've learned. This is where your skills in logical thinking come into play. Structuring a news story is like architecting a piece of software: you need to decide what the core function is and present it clearly to the user. Just as a bug report starts with the most critical information—what broke and how to reproduce it—a news story starts with its most critical finding.
Imagine you are a data journalist for a local news outlet in Budapest. You have just analyzed the city's newly released annual budget data. Here are your notes (in no particular order):
- The city council meeting to approve the budget was held on Tuesday night.
- The total city budget for the upcoming fiscal year is 180 billion HUF.
- The budget for the police department was increased by 25%.
- The new police budget is 27 billion HUF.
- The budget for public parks and recreation was cut by 10%.
- Mayor Gergely Karácsony defended the police budget increase, stating it was necessary to fund a new community policing initiative.
- Last year's police budget was 21.6 billion HUF.
- The budget data was released on the city's public data portal Wednesday morning.
- An opposition council member, Anna Varga, called the cuts to parks "a blow to families and children."
- The new parks budget is 6.3 billion HUF.
Your task is to take these facts and write a short, 3-paragraph news story using the inverted pyramid structure. Think carefully:
- What is the single most newsworthy finding? That will be your lead.
- What is the second most important piece of information or context? That's your second paragraph.
- What are the other supporting details?
Test your understanding!
Write a 3-paragraph news story based on the facts above, following the inverted pyramid structure.
Show answer
While there can be slight variations, a well-structured story would look something like this:
(Lead - The most important information)
The Budapest city council approved a new 180 billion HUF budget Tuesday night that includes a 25% increase for the police department, while cutting funding for public parks and recreation by 10%.
(Body - The next most important details and context)
The police budget will rise to 27 billion HUF, an increase of 5.4 billion HUF from last year. Mayor Gergely Karácsony defended the boost, stating the funds are necessary for a new community policing initiative. The increase comes as the city cuts the parks and recreation budget to 6.3 billion HUF.
(Tail - Additional quotes and less critical context)
Opposition council member Anna Varga criticized the move, calling the parks cut "a blow to families and children." The full budget was made public on the city's data portal on Wednesday morning.
Why this works: The lead immediately tells the reader the main point: police funding is up, and parks funding is down. The second paragraph gives the specific numbers and the official justification. The final paragraph adds the opposing viewpoint and a process detail, which are important but less critical than the main budget changes.
Conclusion
Today, you've learned one of the most durable and effective storytelling tools in journalism. The inverted pyramid is more than just a writing formula; it's a discipline of thought that forces you to identify and prioritize what is truly important.
Key Takeaways:
- The inverted pyramid structure prioritizes information, presenting the most newsworthy facts first.
- The lead is the most crucial part of the story, summarizing the 5 Ws (Who, What, Where, When, Why) in the opening sentences.
- The body of the story adds context and detail in descending order of importance.
- This structure serves the modern reader's scanning habits and allows for easy editing.
As you move into data analysis, keep this structure in mind. Your goal will be to find the "lead" in the data and then build a story around it, providing context and details as you move down the pyramid.
Preview of the Next Lesson:
We've now covered the foundational journalistic principles of identifying newsworthy information, classifying sources, and structuring a story. We're ready to start getting our hands dirty with data.
In the next lesson, we will pivot to the technical side of data journalism and enter Module 3: "Data Cleaning and Preparation with Python." We'll start with the absolute core of data analysis in Python by learning to describe the structure and purpose of a pandas DataFrame and Series. This will be your first step toward using your programming skills to find and tell powerful stories.