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class="title-logo" alt="Civic Literacy Initiative"> <p class="project-context">ICT for Civic Data — Turin University 2025-26<br> </p> # Analysis and<br>Storytelling <p class="subtitle"><br>Crash Course — Day 4</p> <p class="url">civicliteraci.es</p> --- <!-- .slide: class="section-slide" data-background-color="#091A31" --> # Day 4 Note: "Yesterday we cleaned data and explored it with pivot tables and OpenRefine. Today we finish the cleaning, build visualisations, and put together a mini data portal." --- ## Today's plan **Morning:** - Finish cleaning: categorise the MainCause column - Learn about skills: save your map process for reuse - Build a visualisation page with charts - Build a landing page connecting everything **Afternoon:** - Apply everything to your own angle - Peer review: present your story and get feedback Note: The morning is shared work building on the FloodArchive. The afternoon shifts to individual projects and peer feedback. --- <!-- .slide: class="section-slide" data-background-color="#091A31" --> # Finishing the<br>Cleaning Note: "The data is cleaner than yesterday, but the MainCause column still has ~260 unique values. That's too many for a chart. We need to group them into categories." --- ## Too many categories to visualise The MainCause column has **~260 unique values** after cleaning: Heavy rain, Monsoonal rain, Tropical Storm Irene, Tropical Storm Harvey, etc. A bar chart of 260 categories is unreadable. We need to group them into **7-8 broad categories**. <div class="compact"> | Category | Includes | |---|---| | Heavy rain | Heavy rain, Torrential rain, Brief torrential rain | | Tropical storm | All named tropical storms and cyclones | | Monsoonal rain | Monsoonal rain and variants | | Snowmelt | Snowmelt, rain and snowmelt | | Dam break | Dam break, dam release, dam failure | | Ice/avalanche | Ice jams, avalanche | | Other | Tsunami, storm surge, landslide, etc. | </div> Note: Walk through the categories. Students can adjust these if they want. The point is reducing 260 values to something a chart can show meaningfully. --- ## Step 1: create a mapping sheet In your Google Sheets FloodArchive file: 1. Create a new sheet called **"Mapping"** 2. In cell A1, type a header: `original_cause` 3. In cell A2, use: `=UNIQUE(MainSheet!E:E)` (adjust the column reference to your MainCause column) 4. This gives you every unique MainCause value in one list 5. **Sort** the list (Data → Sort) so similar values are next to each other Note: Demo this live. The UNIQUE formula pulls all distinct values. Sorting clusters them: all the "Tropical Storm ..." values will be together, making it easy to assign categories. --- ## Step 2: add categories In column B of the Mapping sheet, add a header: `category` Go through the list and type the category for each value: - All "Heavy rain" variants → `Heavy rain` - All "Tropical Storm ..." → `Tropical storm` - All "Monsoonal ..." → `Monsoonal rain` - etc. This is a **human decision**. You decide what belongs where. The mapping sheet documents every decision. Note: This takes 10-15 minutes. Some values are ambiguous: "Tropical Storm and Heavy Rain" — is that tropical storm or heavy rain? Students decide. The mapping sheet is the documentation. --- ## Step 3: apply the mapping with FILTER Back in your main data sheet, add a new column: `category` In the first data row, use: ``` =FILTER(Mapping!B:B, Mapping!A:A = E2) ``` This looks up the MainCause value in the Mapping sheet and returns the category. Copy the formula down to all rows. Note: Demo this live. FILTER is simpler than VLOOKUP: "give me the value from column B where column A matches this cell." If students get an error, the MainCause value may not be in the mapping sheet (check for new whitespace issues). --- ## Alternative: categorise with IFS and SEARCH Instead of a mapping sheet, you can categorise directly with a formula: ``` =IFS( IFERROR(SEARCH("heavy rain",E2),0)>0, "Heavy rain", IFERROR(SEARCH("cyclone",E2),0)>0, "Tropical storm", IFERROR(SEARCH("typhoon",E2),0)>0, "Tropical storm", IFERROR(SEARCH("monsoon",E2),0)>0, "Monsoonal rain", IFERROR(SEARCH("snow",E2),0)>0, "Snowmelt", IFERROR(SEARCH("dam",E2),0)>0, "Dam break", TRUE, "Other" ) ``` `SEARCH` finds text within a cell. `IFERROR` handles cases where the text is not found. `IFS` checks conditions in order. Both approaches work. FILTER + mapping sheet is more transparent. IFS + SEARCH is faster for large datasets. Note: This is the approach that was actually used in class. SEARCH returns an error when it doesn't find the text, which blocks IFS entirely — hence the IFERROR wrapper. Some students will have semicolons instead of commas as formula delimiters depending on their locale. --- ## Step 4: keep only what you need Your spreadsheet now has many columns. For the visualisation, you only need a few. 1. Create a **new sheet** 2. Copy only the columns you need: Country, Began, Ended, Dead, Displaced, Severity, **category** 3. Paste as **values only** (so formulas become plain data) 4. Download as CSV: File → Download → Comma Separated Values 5. Upload the CSV to your Codespace This clean, categorised CSV is what the charts will read. Note: The values-only paste is important: the downloaded CSV should not contain formulas. Students upload to their Codespace via drag-and-drop or the GitHub upload interface. --- ## Step 5: investigate ambiguous values We identified this on Day 3 but haven't acted on it yet. Look at the **OtherCountry** column. It contains a mix of: - `0` (3,382 rows) — does this mean "no other country affected" or "unknown"? - Blank (1,344 rows) — is this different from 0? - Actual country names (the remaining rows) — a flood that affected multiple countries One approach: create a helper column `multi_country` that turns this into a clean **Yes/No**. **Make a decision, apply it consistently, and write it down.** Note: Quick exercise. Give 5-10 minutes. The OtherCountry column is the clearest example: 0 and blank are clearly both meant to indicate "no other country" but are coded differently. Students should standardise them. Next slide shows three formula options. --- ## Three ways to write the same logic All three produce a `multi_country` column with Yes or No: **Nested IF:** ``` =IF(D2="0", "No", IF(D2="", "No", "Yes")) ``` **IFS** (checks conditions in order, returns first match): ``` =IFS(D2="0", "No", D2="", "No", TRUE, "Yes") ``` **IF with OR** (most readable here): ``` =IF(OR(D2="0", D2=""), "No", "Yes") ``` There are often multiple ways to reach the same result. Sometimes they are equivalent, like here. Other times one is much easier to use than another. Ask your chatbot which formula fits your situation. Note: Walk through all three. For this case IF(OR()) is the cleanest. But nested IF is useful when each condition has a different result (e.g., mapping severity 1/1.5/2 to Low/Medium/High). IFS is the same as nested IF but flatter. The point: know the options exist, ask the chatbot which fits. --- ## Validating multi-country entries For rows where OtherCountry has a real country name, do the two countries actually share a border? Brazil + Vietnam? Suspicious. Brazil + Argentina? Plausible. The **REST Countries API** has a `borders` field: ``` https://restcountries.com/v3.1/name/brazil?fields=borders ``` Returns: `["ARG", "BOL", "COL", "GUY", "PRY", "PER", "SUR", "URY", "VEN"]` This is geographic knowledge that formulas cannot provide. An API can. Note: Quick example of using an API for verification. You could use OpenRefine's "add column by fetching URLs" to call this API for each country and check if the paired country appears in the borders list. This is the kind of verification that separates careful data work from trusting the dataset blindly. --- ## Data cleaning involves ethical choices Standardising country names is not always straightforward: - **Scotland, UK, United Kingdom** — is Scotland its own entity or part of the UK? - **USSR, Soviet Union, Russia** — historical entities that no longer exist - **Palestine, Gaza** — politically contested boundaries - **Czechoslovakia, West Germany, East Germany** — countries that split or merged There is no universal correct answer. **It depends on what you use the data for.** Document your choices and your reasoning. Note: This came up when students cleaned the country column. The decision to merge Scotland into UK is a value-laden choice, not a technical one. The principle: acknowledge the choice, document it, and be prepared to explain it. --- ## Core vs peripheral competencies <div class="two-column"> <div class="column"> <div class="column-header">Core (build skill here)</div> - Data cleaning and validation - Formula logic and spreadsheet work - Judging whether results make sense - Understanding what the data represents These require **your judgment**. AI cannot replace it. </div> <div class="column"> <div class="column-header">Peripheral (AI can handle)</div> - Writing HTML and CSS - Memorising git commands - Producing visual polish - Code syntax These are mechanical. AI does them well. </div> </div> Best AI use: ask **"what function would I use for this?"** — not "do it for me." Note: Sharp distinction. Students should not delegate data judgment to AI. But they should absolutely delegate HTML writing, git commands, and visual design. "As a data practitioner, it doesn't matter whether I can write HTML. That's not the core competency." But knowing whether the data looks right — that's irreplaceable. --- ## Build good taste in data If you rely on AI to do all the data work, you will never develop **intuition** for what right data looks like and what wrong data looks like. - Sort the column. Scroll through. Does anything stand out? - Check the min and max. Do they make sense? - Count the categories. Are there too many? This is why we do manual spreadsheet work, even when AI could do it faster. **You are building judgment**, not just producing output. Note: "You need to build a good taste in data." This is the deepest reason for the manual cleaning exercises. The point is not efficiency — it's developing the ability to spot problems that AI will miss. --- ## Principles of data cleaning (1/2) Cleaning is not a single operation. It is a sequence of **decisions**, each documented. - **Never modify the original file.** Work on a copy. Keep the raw data intact. - **Never let AI modify data content directly.** AI can write scripts that transform data (filter rows, create columns), but should not edit values by itself. If the logic can't be expressed as a script or formula, do it manually. - **Look at the data yourself.** Open it in a spreadsheet, sort, filter, scroll. You need intuition about the data before you can clean it or visualise it. Note: These are the principles behind the techniques. The techniques change depending on the dataset. The principles don't. --- ## Principles of data cleaning (2/2) - **Create new columns rather than overwriting.** Use helper columns with formulas (TRIM, IF, FILTER) instead of modifying values directly with Find and Replace. The original stays intact, and your logic is visible in the formula. - **One problem at a time.** Don't try to fix everything in one pass. - **Use the right tool for the job.** Some tasks are spreadsheet work, some need OpenRefine, some need scripts. - **Document every decision.** If someone asks "why did you change this value?", you should be able to point to a record. - **Verify after each step.** Count rows, check totals, filter to confirm. Note: Continued from previous slide. --- ## Recap: the cleaning process <div class="compact"> | Step | What | Tool / technique | |---|---|---| | **Explore** | Sort, filter, look for problems | Google Sheets | | **Trim whitespace** | Remove invisible spaces | Google Sheets automated suggestion + TRIM formula in a helper column | | **Standardise values** | Fix typos, merge variants | OpenRefine clustering, or filter-and-overwrite in Google Sheets | | **Investigate ambiguity** | Decide what 0 or blank means | IF/IFS/OR formulas to create clean helper columns | | **Categorise** | Group many values into few | Mapping sheet (UNIQUE + FILTER) in Google Sheets | | **Reduce** | Keep only needed columns | New sheet, paste as values only, export CSV | </div> Note: This closes the cleaning arc. Key tools: Google Sheets for exploration and manual fixes, helper columns for formulas like TRIM and FILTER, OpenRefine for large-scale standardisation, human judgment for ambiguous values. At every step: you made the decisions, the tools executed them. --- <!-- .slide: class="section-slide" data-background-color="#091A31" --> # Choosing the<br>Right Chart Note: "Before we build the visualisation page, let's talk about how to choose what to show and how to show it." --- ## What is your chart trying to do? The chart type depends on the **task**, not the data format. | Task | Chart type | |---|---| | Show change **over time** | Line chart | | **Compare** categories | Bar chart | | Show **parts of a whole** | Pie or donut chart (use sparingly) | | Show **distribution** | Histogram | | Show **relationship** between two variables | Scatter plot | | Show **geographic** patterns | Map | If you are unsure, a **bar chart** is almost always a safe default. Note: Students will want to use pie charts for everything. Pie charts are hard to read when there are more than 4-5 slices. Bar charts are almost always clearer. The task-first approach prevents "I have data, what chart should I use?" — instead ask "what am I trying to show?" --- ## Storytelling vs exploration <div class="two-column"> <div class="column"> <div class="column-header">Storytelling</div> For your **proposal** and presentations. - Simple, one message per chart - Easy to understand in one glance - Minimal interactivity - Title states the finding, not the topic "Flood events have doubled since 2000" — not "Flood events over time" </div> <div class="column"> <div class="column-header">Exploration</div> For your own **analysis** and investigation. - More complex, multiple dimensions - May need legends, tooltips, filters - Interactive (zoom, filter, hover) - Title describes the data, not the conclusion "Flood events by country and year" — inviting the viewer to explore </div> </div> For the proposal: **storytelling**. For your data portal: **exploration** is fine. Note: This distinction matters for the peer review later: are the visuals communicating a point quickly (storytelling) or requiring the viewer to dig in (exploration)? Both are valid, but for different audiences. A funder wants storytelling. A colleague wants exploration. The charts page can serve exploration; the proposal should use storytelling. --- ## A useful reference [datavizcatalogue.com](https://datavizcatalogue.com/) — browse by function to find the right chart for your task. <img 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" alt="Data Visualisation Catalogue showing chart types organized by function" style="max-width:100%; max-height:540px; object-fit:contain; border-radius:8px;"> Note: Quick reference. The catalogue organises chart types by what they do (search by function), which connects directly to the task-first approach. --- <!-- .slide: class="section-slide" data-background-color="#091A31" --> # Building the<br>Visualisation Page Note: "Your data is clean and categorised. Now let's turn it into something visual." --- ## What we are building A **single HTML page** with multiple charts showing different views of the FloodArchive data: - Flood events by **country** (top 20) - Flood events **per year** (trend) - Breakdown by **category** (the 7 groups you just created) - Total displaced by **severity** Presented as **cards**: each chart in its own box, arranged on the page. Cards are a good default for presenting multiple pieces of information with structure. Note: Preview the end result. The category chart is the payoff of the cleaning work: 7 clean bars instead of 260. --- ## Being precise with your prompt Just like asking for a "simple Leaflet map," be specific about visualisations: - Name the **library**: "use Chart.js" (works in a single HTML file, no installation needed) - Name the **chart types**: "a bar chart for countries, a line chart for years" - Name the **layout**: "present each chart as a card on the page" - Name the **data source**: "read the CSV from my repo" If you say "make me some visualisations," the agent will guess and you will waste tokens. Note: Same principle as maps. Precision saves tokens and produces better results. Chart.js works in a standalone HTML file like Leaflet does — no build tools needed. --- ## Prompt for the visualisation page <cli-highlight-prompt> {objective}Build a simple HTML page using Chart.js that reads my cleaned FloodArchive CSV.{/objective} Create {output}four charts presented as cards on the page: (1) a bar chart of flood events by country, top 20, (2) a line chart of flood events per year, (3) a bar chart of events by category, (4) a bar chart of total displaced by Severity.{/output} When you're done, {steps}publish it on GitHub Pages at a different URL than the map, from the main branch.{/steps} {reasoning}I'm a beginner, please explain what you're doing in simple terms.{/reasoning} </cli-highlight-prompt> Note: The separate filename matters. index.html is the map for now. charts.html will be accessible at username.github.io/repo-name/charts.html. We will reorganise the URLs when we build the landing page. --- ## Exercise: build and publish the charts page **Individual work — 30 minutes** 1. Make sure your cleaned, categorised CSV is in the Codespace 2. Ask Gemini to build the Chart.js page (use the prompt above) 3. Push and check the live page at `your-repo/charts.html` 4. Refine: adjust colours, labels, chart types if needed If the charts look wrong, check the data: are categories consistent? Is the CSV loading correctly? Note: The charts are the verification of the cleaning and categorisation: if a chart shows too many bars, the categorisation missed something. Circulate and help. Common issues: CSV not loading (wrong URL or path), charts empty (column name mismatch). --- <!-- .slide: class="section-slide" data-background-color="#091A31" --> # Better Design<br>with v0 Note: "Your charts page works but looks basic. Before we build the landing page, let's talk about making things look professional." --- ## v0 by Vercel **v0.dev** is an AI-powered webpage creator that generates polished web pages from a description. - Describe what you want → get a professional-looking page - Good for **landing pages, dashboards, layouts** - Much better at visual design than Gemini CLI **The key trick:** always ask for **"pure HTML, CSS, and JavaScript in a single file."** By default v0 produces overly complex code that won't work on GitHub Pages. The single-file constraint keeps it simple and compatible. Note: v0 is a different tool for a different job. Gemini handles data work (scripts, APIs, file manipulation). v0 handles design (layouts, typography, colour). You can use v0 to generate the HTML, then bring it into your Codespace and connect it to your data with Gemini. --- ## Using v0 for this project Two uses: 1. **Landing page design**: describe your portal layout to v0, get a polished single-file HTML page, upload it to your Codespace and ask Gemini to use it as a starting point 2. **Map page redesign**: upload your current map HTML to v0 and ask it to improve the design In both cases: generate the design in v0, download the HTML, upload to your Codespace, then use Gemini to connect it to your data. Note: Demo this live if time allows. The workflow: v0 for the visual shell, Gemini for the data plumbing. Students can also use v0 for their individual projects in the afternoon. --- <!-- .slide: class="section-slide" data-background-color="#091A31" --> # The Landing Page Note: "Now let's build the portal, using v0 or Gemini — your choice." --- ## A mini open data portal Your landing page is the **entry point** to your project. It lists: - **Project title and description** — what is this about? - **Datasets** with metadata: what data, where from, what format, when retrieved - **Navigation** — links to the map and charts pages Think of it as a one-page open data portal: someone landing on this URL should understand what the project is, what data it uses, and where to explore further. Note: The landing page is both a deliverable (something a funder can look at) and documentation (what data was used and where it came from). It replaces the current index.html. --- ## Prompt for the landing page <cli-highlight-prompt> I want {objective}a landing page for my project that is the main page when someone visits my GitHub Pages site.{/objective} It should have: {output}a title and short description of the project, a section listing the datasets I used with metadata (name, source, format, date retrieved), and a top navigation menu linking to the map page and the charts page.{/output} Use {output}a clean, card-based layout.{/output} When you're done, {steps}publish it on GitHub Pages from the main branch.{/steps} {reasoning}Explain how you chose to present the information.{/reasoning} </cli-highlight-prompt> Note: Walk through this live. The colour-coding shows all four elements are present. The dataset metadata section forces students to document their sources on a public page. The navigation connects all pages into a coherent site. --- ## Exercise: build and publish the landing page **Individual work — 20 minutes** 1. Ask Gemini to rename and create the landing page 2. Fill in the dataset metadata (check your sources.md) 3. Push and check all three URLs work: - `your-repo/` → landing page - `your-repo/map.html` → map - `your-repo/charts.html` → charts 4. Click through the navigation to verify links Note: Quick exercise. Most of the work is done by Gemini. Students verify the links and fill in accurate metadata. --- ## Data privacy: separate the data from the interface When working with sensitive data, **never send the real data to AI tools**. Instead: 1. **Build the interface first** with anonymised sample data (first 5 rows, randomised coordinates) 2. Share only the sample with the AI 3. Connect the interface to the real data afterwards Self-contained HTML pages process data **entirely in the browser**. Your data never leaves your device, even when the page is published. **Rule of thumb:** any tool you use for free, don't put sensitive data in it. Note: Important for students working in organisations with PII. Paid AI tools may contractually commit not to train on your data. Free tools make no such guarantee. The self-contained HTML architecture (Leaflet maps, Chart.js dashboards) is inherently privacy-safe because all processing happens client-side. --- ## Clean up your repository Before we move on, let's tidy up. Ask Gemini: <div style="background: var(--cli-blue-pale); padding: 30px 40px; border-radius: 12px; font-size: 0.9em; margin: 20px 0;"> "Clean up the repository so that files have consistent, self-explanatory names and are organised tidily." </div> A clean repo is easier for you, for collaborators, and for the AI. If the AI can understand your file structure at a glance, it works better. Note: Quick cleanup step. Gemini will suggest renames and folder organisation. Students review before approving. This also sets up the skill creation: the skill should capture a clean process in a clean repo. --- <!-- .slide: class="section-slide" data-background-color="#091A31" --> # Skills:<br>Saving Your Process Note: "Your repo is clean, your pages are polished. Let's save this process so you don't have to explain it again next time." --- ## What is a skill? A **skill** is a saved procedure that tells the AI how to do a specific task. A guide and a shortcut. Instead of explaining every detail each time, you save the process once. Next time, you say "use the map skill" and the AI follows the saved procedure. A skill is a **markdown file** with: - A **name** and **description** (so the AI knows when to use it) - The **steps** to follow - Any **scripts or templates** (so it doesn't have to recreate them) Note: Connect to Lecture 4 where skills were introduced. When you save a skill, the AI may also save templates (e.g., a base HTML file for maps) so it doesn't have to recreate them each time. --- ## Skill scope <div class="two-column"> <div class="column"> <div class="column-header">Workspace scope</div> Available **only in this project folder**. Good for project-specific procedures: "how we build maps for this disaster preparedness project." </div> <div class="column"> <div class="column-header">Global scope</div> Available **across all projects**. Good for general procedures: "how I build any Leaflet map" or "how I clean CSV files." </div> </div> Be selective. The more skills the AI has loaded, the more confused it can get. Keep skills focused and relevant. Note: Scope matters. A project-specific skill in global scope pollutes other projects. A general skill in workspace scope has to be recreated for each project. Ask Gemini which scope to use when saving. Warning: too many unrelated skills degrade performance. --- ## Exercise: save your map process as a skill **Resume your Gemini session:** ``` gemini --resume ``` Then ask: <div style="background: var(--cli-blue-pale); padding: 30px 40px; border-radius: 12px; font-size: 0.9em; margin: 20px 0;"> "Can you save the process we used to create the Leaflet map as a skill? Include the steps for getting data, creating the map, improving the design, and publishing to GitHub Pages. I want you to follow that process every time I ask you to create a map." </div> Gemini will create a skill file. Next time you need a map, just say "use the map skill" and it will follow the full process, including the design quality. Note: Walk through this live. The skill captures everything: data retrieval, map creation, v0 design polish, and publishing. Show students where the skill file is saved. The key insight: save after you've improved the process, not before. --- ## What we built this morning You now have a **mini data portal** with three pages: - A **landing page** listing your datasets and linking to everything - An **interactive map** with flood events, health facilities, and a risk filter - A **visualisation page** with charts showing patterns in the data All published on GitHub Pages. All based on data you found, cleaned, and categorised yourself. Note: This is a significant milestone. Students have a published, multi-page data project. --- ## From tools to storytelling You now have the technical skills. The challenge shifts. Don't be too drunk on your work. The person consuming your content doesn't care that you have a lot of data or that your website is beautiful. They care that you are **telling a clear, substantive story**. **This afternoon:** apply everything to your own angle, tell the story, and get peer feedback on whether it lands. Note: This is the transition to the afternoon and to Day 5. The technical arc (data pipeline, tools, AI) is largely complete. What remains is communication: can you use what you built to make a compelling case? This is the hardest part. --- ## Q&A: OpenRefine from the terminal? Some of you asked about running OpenRefine through Gemini CLI. OpenRefine itself is a GUI tool, but: **orcli** is a command-line interface for OpenRefine. It lets you script OpenRefine operations (import, cluster, apply operations, export) from the terminal. In practice, for the kind of cleaning we did this week, having Gemini write a Python script that does fingerprint clustering achieves the same result without installing OpenRefine. But if you work with OpenRefine regularly, orcli lets you automate recurring cleaning workflows. Note: Brief answer to the question raised in class. orcli exists but requires Java + OpenRefine installed. For Codespaces, the Python script approach is lighter. For their own machines where OpenRefine is already installed, orcli is worth knowing about.
