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FAQs
What is ETL?
ETL, an acronym for Extract, Transform, Load, is a vital data integration process. It involves extracting data from diverse sources, transforming it into a usable format, and loading it into a database, data warehouse or data lake. This process enables meaningful data analysis, enhancing business intelligence.
The News API gives a lot of flexibility in how you create and manage your news content. This connector is a simple and easy-to-use REST API that offers JSON search results for recent and historical news articles published by over 80,000 sources worldwide. As a result, you can quickly show trending news headlines in your web application. Also, combining the Google News API is very easy. API is short for application programming interface, which is a software intermediary that permits two applications to talk to each other.
News API provides access to a wide range of data related to news articles and sources. The following are the categories of data that can be accessed through News API's API:
1. News articles: News API provides access to articles from various news sources around the world. These articles can be filtered by language, country, and category.
2. News sources: News API provides a list of news sources that can be used to filter articles. These sources can be filtered by language, country, and category.
3. Top headlines: News API provides access to the top headlines from various news sources around the world. These headlines can be filtered by language, country, and category.
4. Search results: News API provides access to search results based on a keyword or phrase. These search results can be filtered by language, country, and category.
5. Article metadata: News API provides metadata for each article, including the title, author, description, URL, and published date.
6. Image URLs: News API provides access to the URLs of images associated with each article.
7. Article content: News API provides access to the full content of each article, including the text and any embedded media.
What is ELT?
ELT, standing for Extract, Load, Transform, is a modern take on the traditional ETL data integration process. In ELT, data is first extracted from various sources, loaded directly into a data warehouse, and then transformed. This approach enhances data processing speed, analytical flexibility and autonomy.
Difference between ETL and ELT?
ETL and ELT are critical data integration strategies with key differences. ETL (Extract, Transform, Load) transforms data before loading, ideal for structured data. In contrast, ELT (Extract, Load, Transform) loads data before transformation, perfect for processing large, diverse data sets in modern data warehouses. ELT is becoming the new standard as it offers a lot more flexibility and autonomy to data analysts.
The News API gives a lot of flexibility in how you create and manage your news content. This connector is a simple and easy-to-use REST API that offers JSON search results for recent and historical news articles published by over 80,000 sources worldwide. As a result, you can quickly show trending news headlines in your web application. Also, combining the Google News API is very easy. API is short for application programming interface, which is a software intermediary that permits two applications to talk to each other.
Google Sheets is a cloud-based spreadsheet tool that allows users to create, edit, and share spreadsheets online. It is a part of the Google Drive suite of productivity tools and is accessible from any device with an internet connection. Google Sheets offers a range of features that make it a powerful tool for data analysis, project management, and collaboration. Users can create and format spreadsheets, add formulas and functions, and create charts and graphs to visualize data. Google Sheets also allows users to collaborate in real-time, making it easy to work on projects with others. Users can share spreadsheets with specific people or make them public, and can control who has access to edit or view the document. Additionally, Google Sheets integrates with other Google tools such as Google Forms, allowing users to collect data and automatically populate it into a spreadsheet. Overall, Google Sheets is a versatile and user-friendly tool that can be used for a variety of tasks, from simple calculations to complex data analysis.
1. First, navigate to the Airbyte dashboard and click on "Sources" on the left-hand side of the screen.
2. Click on the "New Source" button in the top right corner of the screen.
3. Select "News API" from the list of available connectors.
4. Enter your News API credentials, including your API key and any other required information.
5. Test the connection to ensure that the credentials are correct and the connection is successful.
6. Choose the data you want to sync from News API, including any filters or parameters you want to apply.
7. Set up any necessary sync settings, such as the frequency of updates or the destination for the data.
8. Save the source and start syncing data from News API to your desired destination.
1. Go to the Airbyte website and log in to your account.
2. Click on the "Destinations" tab on the left-hand side of the screen.
3. Scroll down until you find the "Google Sheets" destination connector and click on it.
4. Click on the "Create Destination" button.
5. Enter a name for your destination and click on the "Create" button.
6. You will be redirected to the Google Sheets authorization page. Sign in to your Google account if you haven't already.
7. Click on the "Allow" button to grant Airbyte access to your Google Sheets account.
8. You will be redirected back to the Airbyte website. Select the Google Sheets destination you just created from the list of destinations.
9. Enter the name of the spreadsheet you want to use as your destination and select the worksheet you want to use.
10. Click on the "Test" button to make sure the connection is working properly.
11. If the test is successful, click on the "Save" button to save your destination settings.
12. You can now use the Google Sheets destination connector to transfer data from your source to your Google Sheets destination.
With Airbyte, creating data pipelines take minutes, and the data integration possibilities are endless. Airbyte supports the largest catalog of API tools, databases, and files, among other sources. Airbyte's connectors are open-source, so you can add any custom objects to the connector, or even build a new connector from scratch without any local dev environment or any data engineer within 10 minutes with the no-code connector builder.
We look forward to seeing you make use of it! We invite you to join the conversation on our community Slack Channel, or sign up for our newsletter. You should also check out other Airbyte tutorials, and Airbyte’s content hub!
What should you do next?
Hope you enjoyed the reading. Here are the 3 ways we can help you in your data journey:
TL;DR
This can be done by building a data pipeline manually, usually a Python script (you can leverage a tool as Apache Airflow for this). This process can take more than a full week of development. Or it can be done in minutes on Airbyte in three easy steps:
- set up News API as a source connector (using Auth, or usually an API key)
- set up Google Sheets as a destination connector
- define which data you want to transfer and how frequently
You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.
This tutorial’s purpose is to show you how.
What is News API
The News API gives a lot of flexibility in how you create and manage your news content. This connector is a simple and easy-to-use REST API that offers JSON search results for recent and historical news articles published by over 80,000 sources worldwide. As a result, you can quickly show trending news headlines in your web application. Also, combining the Google News API is very easy. API is short for application programming interface, which is a software intermediary that permits two applications to talk to each other.
What is Google Sheets
Google Sheets is a cloud-based spreadsheet tool that allows users to create, edit, and share spreadsheets online. It is a part of the Google Drive suite of productivity tools and is accessible from any device with an internet connection. Google Sheets offers a range of features that make it a powerful tool for data analysis, project management, and collaboration. Users can create and format spreadsheets, add formulas and functions, and create charts and graphs to visualize data. Google Sheets also allows users to collaborate in real-time, making it easy to work on projects with others. Users can share spreadsheets with specific people or make them public, and can control who has access to edit or view the document. Additionally, Google Sheets integrates with other Google tools such as Google Forms, allowing users to collect data and automatically populate it into a spreadsheet. Overall, Google Sheets is a versatile and user-friendly tool that can be used for a variety of tasks, from simple calculations to complex data analysis.
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Prerequisites
- A News API account to transfer your customer data automatically from.
- A Google Sheets account.
- An active Airbyte Cloud account, or you can also choose to use Airbyte Open Source locally. You can follow the instructions to set up Airbyte on your system using docker-compose.
Airbyte is an open-source data integration platform that consolidates and streamlines the process of extracting and loading data from multiple data sources to data warehouses. It offers pre-built connectors, including News API and Google Sheets, for seamless data migration.
When using Airbyte to move data from News API to Google Sheets, it extracts data from News API using the source connector, converts it into a format Google Sheets can ingest using the provided schema, and then loads it into Google Sheets via the destination connector. This allows businesses to leverage their News API data for advanced analytics and insights within Google Sheets, simplifying the ETL process and saving significant time and resources.
Methods to Move Data From News API to Google Sheets
- Method 1: Connecting News API to Google Sheetsusing Airbyte.
- Method 2: Connecting News API to Google Sheets manually.
Method 1: Connecting News API to Google Sheets using Airbyte
Step 1: Set up News API as a source connector
1. First, navigate to the Airbyte dashboard and click on "Sources" on the left-hand side of the screen.
2. Click on the "New Source" button in the top right corner of the screen.
3. Select "News API" from the list of available connectors.
4. Enter your News API credentials, including your API key and any other required information.
5. Test the connection to ensure that the credentials are correct and the connection is successful.
6. Choose the data you want to sync from News API, including any filters or parameters you want to apply.
7. Set up any necessary sync settings, such as the frequency of updates or the destination for the data.
8. Save the source and start syncing data from News API to your desired destination.
Step 2: Set up Google Sheets as a destination connector
1. Go to the Airbyte website and log in to your account.
2. Click on the "Destinations" tab on the left-hand side of the screen.
3. Scroll down until you find the "Google Sheets" destination connector and click on it.
4. Click on the "Create Destination" button.
5. Enter a name for your destination and click on the "Create" button.
6. You will be redirected to the Google Sheets authorization page. Sign in to your Google account if you haven't already.
7. Click on the "Allow" button to grant Airbyte access to your Google Sheets account.
8. You will be redirected back to the Airbyte website. Select the Google Sheets destination you just created from the list of destinations.
9. Enter the name of the spreadsheet you want to use as your destination and select the worksheet you want to use.
10. Click on the "Test" button to make sure the connection is working properly.
11. If the test is successful, click on the "Save" button to save your destination settings.
12. You can now use the Google Sheets destination connector to transfer data from your source to your Google Sheets destination.
Step 3: Set up a connection to sync your News API data to Google Sheets
Once you've successfully connected News API as a data source and Google Sheets as a destination in Airbyte, you can set up a data pipeline between them with the following steps:
- Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
- Choose your source: Select News API from the dropdown list of your configured sources.
- Select your destination: Choose Google Sheets from the dropdown list of your configured destinations.
- Configure your sync: Define the frequency of your data syncs based on your business needs. Airbyte allows both manual and automatic scheduling for your data refreshes.
- Select the data to sync: Choose the specific News API objects you want to import data from towards Google Sheets. You can sync all data or select specific tables and fields.
- Select the sync mode for your streams: Choose between full refreshes or incremental syncs (with deduplication if you want), and this for all streams or at the stream level. Incremental is only available for streams that have a primary cursor.
- Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
- Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from News API to Google Sheets according to your settings.
Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Google Sheets data warehouse is always up-to-date with your News API data.
Method 2: Connecting News API to Google Sheets manually
To move data from the News API to Google Sheets without using third-party connectors or integrations, you can utilize Google Apps Script, which is a JavaScript-based scripting language for light-weight application development in the G Suite platform. Below is a step-by-step guide to achieve this:
Prerequisites:
1. Access to Google Sheets.
2. A News API key (you can get one from https://newsapi.org/).
Step 1: Create a New Google Sheet
1. Go to https://sheets.google.com.
2. Click on "Blank" to create a new spreadsheet.
3. Give your spreadsheet a meaningful name that reflects the data you will import.
Step 2: Prepare the Spreadsheet
1. In the first row, enter the column headers that correspond to the data you want to import from the News API (e.g., `Title`, `Author`, `Description`, `URL`, `PublishedAt`, `Source`).
Step 3: Open the Script Editor
1. In your Google Sheet, click on `Extensions` in the menu bar.
2. Select `Apps Script` from the dropdown menu.
3. This will open the Google Apps Script editor in a new tab.
Step 4: Write the Script to Fetch Data from News API
1. In the Apps Script editor, create a new script file if one does not already exist.
2. Write a function to fetch data from the News API. Here's an example function:
```javascript
function fetchNewsData() {
var apiKey = 'YOUR_NEWS_API_KEY'; // Replace with your News API key
var url = 'https://newsapi.org/v2/top-headlines?' +
'country=us&' + // You can change the query parameters as needed
'apiKey=' + apiKey;
var response = UrlFetchApp.fetch(url, {
'muteHttpExceptions': true
});
var json = response.getContentText();
var data = JSON.parse(json);
if (data.status == 'ok') {
var articles = data.articles;
var sheet = SpreadsheetApp.getActiveSpreadsheet().getActiveSheet();
articles.forEach(function(article, index) {
// Start writing from the second row, since the first row contains headers
var row = index + 2;
sheet.getRange(row, 1).setValue(article.title);
sheet.getRange(row, 2).setValue(article.author);
sheet.getRange(row, 3).setValue(article.description);
sheet.getRange(row, 4).setValue(article.url);
sheet.getRange(row, 5).setValue(article.publishedAt);
sheet.getRange(row, 6).setValue(article.source.name);
});
} else {
Logger.log('Error fetching data: ' + data.message);
}
}
```
3. Replace `'YOUR_NEWS_API_KEY'` with your actual News API key.
4. Save the script by clicking on the disk icon or by pressing `Ctrl + S` (or `Cmd + S` on Mac).
Step 5: Run the Script
1. Click on the play button (`▶`) in the toolbar to run the `fetchNewsData` function.
2. The first time you run the script, you will need to authorize the script to access your Google Sheet. Follow the prompts to grant the necessary permissions.
Step 6: Check the Data in Google Sheets
1. Go back to your Google Sheet.
2. You should see the data from the News API populated in the cells starting from the second row, as the first row contains the headers.
Step 7: Set Up a Trigger (Optional)
If you want to automate the data fetching process, you can set up a time-based trigger:
1. In the Apps Script editor, click on the clock icon (`⏲`) to open the `Current project's triggers` page.
2. Click on `+ Add Trigger` in the bottom right corner.
3. Set up the trigger to run the `fetchNewsData` function as desired (e.g., `Time-driven`, `Hour timer`, `Every hour`).
4. Click `Save`.
Step 8: Save and Close the Script Editor
1. Make sure you save all changes in the Apps Script editor.
2. Close the editor.
Now you have a functioning Google Sheet that pulls data from the News API without the need for third-party connectors or integrations. If you've set up a trigger, the script will run automatically at the intervals you specified, keeping your sheet up to date with the latest news articles.
Use Cases to transfer your News API data to Google Sheets
Integrating data from News API to Google Sheets provides several benefits. Here are a few use cases:
- Advanced Analytics: Google Sheets’s powerful data processing capabilities enable you to perform complex queries and data analysis on your News API data, extracting insights that wouldn't be possible within News API alone.
- Data Consolidation: If you're using multiple other sources along with News API, syncing to Google Sheets allows you to centralize your data for a holistic view of your operations, and to set up a change data capture process so you never have any discrepancies in your data again.
- Historical Data Analysis: News API has limits on historical data. Syncing data to Google Sheets allows for long-term data retention and analysis of historical trends over time.
- Data Security and Compliance: Google Sheets provides robust data security features. Syncing News API data to Google Sheets ensures your data is secured and allows for advanced data governance and compliance management.
- Scalability: Google Sheets can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding News API data.
- Data Science and Machine Learning: By having News API data in Google Sheets, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
- Reporting and Visualization: While News API provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Google Sheets, providing more advanced business intelligence options. If you have a News API table that needs to be converted to a Google Sheets table, Airbyte can do that automatically.
Wrapping Up
To summarize, this tutorial has shown you how to:
- Configure a News API account as an Airbyte data source connector.
- Configure Google Sheets as a data destination connector.
- Create an Airbyte data pipeline that will automatically be moving data directly from News API to Google Sheets after you set a schedule
With Airbyte, creating data pipelines take minutes, and the data integration possibilities are endless. Airbyte supports the largest catalog of API tools, databases, and files, among other sources. Airbyte's connectors are open-source, so you can add any custom objects to the connector, or even build a new connector from scratch without any local dev environment or any data engineer within 10 minutes with the no-code connector builder.
We look forward to seeing you make use of it! We invite you to join the conversation on our community Slack Channel, or sign up for our newsletter. You should also check out other Airbyte tutorials, and Airbyte’s content hub!
What should you do next?
Hope you enjoyed the reading. Here are the 3 ways we can help you in your data journey:
Ready to get started?
Frequently Asked Questions
News API provides access to a wide range of data related to news articles and sources. The following are the categories of data that can be accessed through News API's API:
1. News articles: News API provides access to articles from various news sources around the world. These articles can be filtered by language, country, and category.
2. News sources: News API provides a list of news sources that can be used to filter articles. These sources can be filtered by language, country, and category.
3. Top headlines: News API provides access to the top headlines from various news sources around the world. These headlines can be filtered by language, country, and category.
4. Search results: News API provides access to search results based on a keyword or phrase. These search results can be filtered by language, country, and category.
5. Article metadata: News API provides metadata for each article, including the title, author, description, URL, and published date.
6. Image URLs: News API provides access to the URLs of images associated with each article.
7. Article content: News API provides access to the full content of each article, including the text and any embedded media.
What should you do next?
Hope you enjoyed the reading. Here are the 3 ways we can help you in your data journey: