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What's Rows

Want to know why we exist? What Rows is? What sets us apart?

Spreadsheet basics

Learn basic spreadsheet terminology and concepts such as the difference between functions and formulas, as well as cells, ranges and data types.

Signing up and Signing in to Rows

Learn how to sign up and sign in to Rows using Google authentication or by entering your email address.

How to install Rows as an App

Learn how to install the Rows Progressive Web App using Chrome from desktop or Safari on mobile.

How to use OpenAI's ChatGPT in Rows

Learn how to use OpenAI inside the spreadsheet to automate tasks like summarization, classification, or translation.

Creating Data Tables

Take the result of any integration-related function and turn it into an easy-to-read table.

Editing Tables and Pages

Learn how to perform standard editing tasks such as reordering and renaming tables.

Different Charts in Rows

A list of the chart types that we currently support.

Getting to know the spreadsheet editor

Create a simple empty spreadsheet and get to know the spreadsheet editor.

Rows for Advanced users

Rows is great for Advanced users - learn how to work with APIs, manipulate JSON, and use multiple integrations.

Importing CSV, XLSX and GSheets files

Learn how to import data from other sources such as Google Sheets or a CSV file.

Find and Replace data on the editor

Learn how to find and replace data on the spreadsheet editor.

Selecting cells and inserting cell references into formulas

Learn how to automatically insert cell references into your formulas and understand the limitations of the point-and-click feature.

Organizing your integrations

Want to know what integrations you've got currently connected? Want to change their name?

Working with Integration Tasks

Want to know what an Integration Task is? How they’re counted? When they reset?

Authenticating your API calls

Learn about authentication in APIs: the different types, how to use them, and how to read API documentation to find what you need.

How do you store the data in my spreadsheets?

Where we store and back up your data.

Using Actions

Learn how you can easily set up Actions like integrations, web requests or other functions.

Roles and Permissions

Understand the roles and privileges that you can configure in Rows.

Using workspaces to collaborate

Configure what spreadsheets different teams can see and invite people to collaborate.

How to embed Tables and Charts

Learn how to embed your spreadsheet Tables and Charts anywhere on the web.

Understanding the difference between Edit View and Live View

A introduction to Edit View and Live View—the two main views of a spreadsheet that you can share with others.

Sharing your spreadsheets

Learn how to share your spreadsheet with other editors or share a view that only exposes certain parts of your spreadsheet.

Optimizing Integration Task usage

Want some tips to make your task limit go a bit further?

Getting data from any API using http GET

Let's learn about the HTTP GET request to retrieve data from any API using Rows.

Parsing data manually

Learn how to parse and manipulate JSON data manually.

Using Integrations

Learn about how to connect and use integrations in Rows.

Is Rows GDPR compliant?

In short: Yes 🙂

Unlocking Productivity with Rows on Puter

Discover Rows on Puter: The perfect productivity duo.

Sending data to any API with http POST and PUT

Learn how to send information to an API using POST or PUT.

Expanding data cells and Insert to other tables

Learn how to automatically insert data from JSON or other tables using OVERWRITE(), INSERT(), and UPDATE().

Harnessing the Power of Notion with Rows

Sync your Notion databases directly with Rows

How to use Connectors with Rows

A quick guide on what Connectors are and what you can achieve with them alongside Rows

Table of Contents: Marketing Playbook

Learn how marketers use Rows to set up ads reports, build Google Analytics and Search Console dashboards and monitor social media activity.

Using BigQuery with Rows

Learn how to use the BigQuery integration and its functions to query your tables using SQL directly within Rows spreadsheets.

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Using the AI Analyst

Learn how to use the Rows AI Analyst to summarize, analyze and answer questions about your datasets.

Who are your subprocessors?

What subprocessors we use and why.

Understanding the difference between Tables and Forms

Learn the important differences between Tables and Forms and how they behave in live mode.

Adding interactive action elements and form fields

Learn how to add fields such as buttons, text fields, checkboxes and date pickers.

Inserting and editing charts

Learn how to turn your spreadsheet data into visually appealing charts.

Saving charts as images

Learn how to save and export charts as images.

How to set up a Google Ads report

Learn how marketers use Rows to build a Google Ads report: track impressions, clicks, CTR and all cost metrics CPC, CPM, ROAS per campaign and over time.

How to set up a Facebook Ads report

Learn how marketers use Rows to build a Facebook/Instagram Ads report: track impressions, clicks, CTR and cost metrics CPC, CPM, ROAS per campaign and over time

How to set up a LinkedIn Ads report

Learn how marketers use Rows to build a LinkedIn Ads report: track impressions, clicks, CTR and all cost metrics CPC, CPM, ROAS per campaign and over time.

Using QUERY and understanding the Query Language

Filter and transform data from a range of cells using an SQL-like language.

How to build campaign tracking URLs

Learn how to use Rows to build and keep track of tracking URLs of your ads campaigns

How to measure your Facebook and Instagram posts' performance

Learn how marketers use Rows to build a report that measures Facebook and Instagram posts' performance, including reach, impressions, clicks, likes and shares

How to track your follower base growth

Learn how to build a dashboard to monitor your follower base growth on Facebook, and LinkedIn

How to measure your LinkedIn posts performance

Learn how marketers use Rows to build a report that measures LinkedIn posts' performance, including reach, impressions, clicks, likes and shares.

Table of contents: Founders Playbook

Learn how founders use Rows to tackle their tasks, such as fundraising, cap table management, finance and budgeting, employee equity allotment.

How do you manage security?

How we store your personal and spreadsheet data.

How to build your company's cap table

Learn how founders can use Rows to build cap table. Track all the shares issued in your startup funding rounds, monitor dilution, valuation and potential exits.

Sending data to a webhook in Rows

Learn how you can send data to a webhook using Rows functions

How to monitor your growth experiments with Google Analytics

Learn how to build a report to monitor the results of your growth experiments, with Google Analytics

How to set up a custom traffic report with Google Analytics

Learn how marketers use Rows to build a custom traffic report with Google Analytics, tracking views, bounce rates and conversions, across any dimension.

How to measure your blog performance with Search Console and Analytics

Learn how to build a performance report for your blog

How to monitor your website search performance with Search Console

Learn how marketers use Rows to build a search performance report with Google Search Console. Track pages impressions, clicks and average position in the SERP.

How to track keywords' performance with Search Console

Learn how to build a report that tracks the keywords' performance, combining Google Search Console and Rows.

How to audit your website loading performance with PageSpeed

Learn how to build a report of your website's loading performance with PageSpeed, all in a spreadsheet.

How to track your competitors website loading performance with PageSpeed

Learn how marketers use Rows to measure competitors’ website loading performance with Google PageSpeed.

How to assess the impact of your next funding round

Learn how founders can use Rows to calculate the impact of a funding round on the startup cap table, including valuation, dilution and new shares to issue.

Filtering data with functions FILTER and FILTER_COLUMNS

Learn how to use the FILTER and FILTER_COLUMNS functions to build specific views on your data.

How to track your ESOP vesting and allotment

Learn how startup founders can use Rows to track the vesting and allotment process of their employee equity plan (ESOP).

Working with integrations

Learn about the different types of integrations, how to connect them and how to use their functions.

Debugging integration connections

A few ways in which you can try and identify what's causing an integration function to error out.

Creating Tables from complex data structures

An introduction to UNNEST and FLATTEN and how they can help you optimize complex data structures for better-looking Tables.

Creating tables out of your data

How to insert data into dynamic tables with the `OVERWRITE()`, `INSERT()`, and `UDPATE()` functions.

Using AUTOFILL to automatically fill a row or column

Use the `AUTOFILL` function to apply the same formula to each row in a neighboring table—even when the table changes dynamically.

Creating scheduled and repeating tasks

How to schedule and repeat certain tasks at regular intervals.

How to track your on-page SEO content elements

Learn how to keep track of all main on-page SEO content elements

How to monitor your company's cash flow

Learn how founders can use Rows to monitor a startup profit & loss and cash flow, including operations, financing and investment activities.

How to build a cohort analysis

Learn how founders can use Rows to build a cohort analysis for a startup, to investigate users performance and retention rate over time.

How to plan your annual financial budget

Learn how founders can use Rows to plan and monitor a startup full budget, such as people, technology, marketing and sales expenses.

Google Sheets vs Rows

Learn what makes Rows different from Google Sheets with practical examples for everyday users

How to plan and track your growth experiments

Learn how to use Rows to track your growth experiments

How to plan your link building activity

Learn how to use Rows to plan your link bulding activity

Managing your integrations and switching accounts

How to review your active integrations, disconnect ones you don't need, and use multiple accounts.

How to plan and track your fundraising activity

Learn how founders use Rows to track fundraising activity: input contacts with Venture Capitalists, feedback, negotiation phase, investment amount.

How to qualify a list of contacts and automate CRM sync

Learn how founders and marketers can use Rows to qualify a list of potential leads for a startup and make the most of business development and sales effort.

Switching to Rows from another (lamer) spreadsheet

How to adjust to Rows if you're used to other spreadsheet applications such as Microsoft Excel or Google Sheets

Requesting data from any API

An introduction to the GET function in Rows and how to use it to request data from APIs

Creating a GET request

How to make HTTP GET requests with the GET function.

Authenticating your API requests

How to authenticate your API requests and understand the different authentication methods.

Parsing JSON

How to parse and select JSON data in Rows.

Filtering JSON responses with JSONPath

How to use advanced JSONPath to get and filter for specific data points.

Modifying the structure of a JSON response

How to modify JSON objects so that they match exactly what you need.

Sending data to an API

Learn how to send information to an API using POST or PUT.

Managing multiple integrations

Learn about how to use two or more of the same integration at the same time.

Making your spreadsheets live

Learn how to publish your spreadsheets so you can share them with the world!

How to embed Tables and Charts in Notion

Learn how to embed your spreadsheet Tables and Charts in Notion.

How to embed Tables and Charts in Confluence

Learn how to embed your spreadsheet Tables and Charts in Confluence.

How to embed Tables and Charts in Slab

Learn how to embed your spreadsheet Tables and Charts in Slab.

How to embed Tables and Charts in Slite

Learn how to embed your spreadsheet Tables and Charts in Slite.

How to embed Tables and Charts in Softr

Learn how to embed your spreadsheet Tables and Charts in Softr.

How to use OpenAI's ChatGPT for SEO

Learn how to use OpenAI inside the spreadsheet to generate keywords, meta descriptions and other SEO activities.

How to use OpenAI's ChatGPT for content redaction

Learn how to use OpenAI's ChatGPT to redact content, including summarization, translation, and rewriting capabilities

How to use OpenAI's ChatGPT for data extraction

Learn how to use OpenAI's ChatGPT to extract concepts or portion from a text.

How to use OpenAI's ChatGPT for keyword research

Learn how to use OpenAI inside the spreadsheet to generate keywords, translate them, find common misspellings and more.

How to use OpenAI's ChatGPT for sentiment analysis

Learn how to use OpenAI's ChatGPT for sentiment analysis. Discover step-by-step instructions and tips to effectively analyze sentiments using ChatGPT.

How to use OpenAI's ChatGPT to classify customer feedback

Learn how to use OpenAI and GPT-3 inside the spreadsheet to classify customer feedback in Customer Support and Customer Success operations.

How to use OpenAI's ChatGPT to clean up data

Learn how to use OpenAI inside the spreadsheet to clean up company data, convert dates, capitalize text and more.

How to use OpenAI's ChatGPT to create lists

Learn how to use OpenAI and GPT-3 inside the spreadsheet to create lists of data.

How to use OpenAI's ChatGPT to generate advertising content

Learn how to use OpenAI's ChatGPT to generate advertising content, such as Instagram captions or the headlines of your Facebook campaign.

How to use OpenAI's ChatGPT to generate product marketing content

Learn how to use OpenAI's ChatGPT to generate advertising content specific for your product, such as titles and descriptions.

Geocoding and reverse geocoding with Google Maps APIs

Learn how to convert an address into a pair of coordinates or coordinates into an address

Send SMS with Infobip

Send SMS messages directly inside your spreadsheet

Send SMS with MessageBird

Send SMS messages directly inside your spreadsheet

Getting started overview

Get started quickly with the usual spreadsheet basics as well as some special features that you won't find anywhere else.

Using the Rows API

How to get data from or write data to your spreadsheets from other applications.

Using Rows and Zapier to automate tasks

How to send data into Rows spreadsheets using Zapier.

From Google Sheets API to Rows API

Are you using the Google Sheets API and would like to migrate your data jobs or applications to Rows?

How to connect Amazon Redshift with Rows

Learn how set up the connection between Amazon Redshift and Rows

How to connect MySQL with Rows

Learn how set up the connection between MySQL and Rows

How to connect PostgreSQL with Rows

Learn how set up the connection between PostgreSQL and Rows

How to connect Snowflake with Rows

Learn how set up the connection between Snowflake and Rows

Sharing data between two spreadsheets

How to get data from one Rows spreadsheet into another

Using Rows and Make to automate tasks

How you can use the Make integration to get data from and to Rows

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Using the spreadsheet as an API

How to use Rows spreadsheets as an API for your website or platform with Advanced endpoints.

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Using Rows spreadsheets on demand managed through Rows API CRUD endpoints

How to manage Rows spreadsheets through Rows API to create on-demand spreadsheets programmatically for your customers and business partners.

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Filtering and sorting

Filtering and Sorting tables

Up and downgrading subscription tiers

Want to know how to upgrade or downgrade your subscription?

Billing methods

Want to know what payment methods we support? How to update payment details? Find your invoices?

Connect Looker Studio to Rows spreadsheets

How to connect Looker Studio to a Rows spreadsheet table or range

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Quick Commands

Quick Commands let you easily access useful global or contextual actions within the Rows app.

Connect Power BI to Rows spreadsheets

How to install Rows Power BI connector to a Rows spreadsheet table or range

Viewing your account usage

Want to check which integration you use the most? Or perhaps statistics per spreadsheet?

How do you track data in my spreadsheets?

We keep tracking to the minimum and are transparent about how we use it.

Using templates

Learn how to search for, install, and use templates.

Keyboard shortcuts

Format, access, navigate and do so much more - all from the ease of your fingertips!

Platform limits

To give you the best experience using Rows, we have a few limits in place for now.

SEARCH_COMPANIES

Find companies based on the number of employees, location, and industry.

META_DESCRIPTION_OPENAI

Use Open AI’s GPT model to generate meta description for a page, using a list of keyword.

AD_CONTENT_OPENAI

Use Open AI’s GPT generate different types of advertising content from a product description.

SENTIMENT_ANALYSIS_OPENAI

Use Open AI’s GPT model to run sentiment analysis on text.

KEYWORDS_MISSPELLING_OPENAI

Use Open AI’s GPT generate common misspellings from a list of keywords.

KEYWORDS_OPENAI

Use Open AI’s GPT generate advertising keywords from a product description.

REWRITE_OPENAI

Use Open AI’s GPT to rewrite a text according to user-defined instructions.

SUMMARIZE_OPENAI

Use Open AI’s GPT model to summarize a text into different types.

EXTRACT_OPENAI

Use Open AI’s GPT model to extract an element from text.

PRODUCT_DESCRIPTION_OPENAI

Use Open AI’s GPT generate a product description from a set of features.

PRODUCT_TITLE_OPENAI

Use Open AI’s GPT model to generate a product title based on a description.

IFS

Evaluates multiple conditions and returns the value that corresponds to the first true condition.

ASK_OPENAI

Answer questions or complete tasks such as translation & copywriting. Uses OpenAI's machine-learning (ML) model.

LIST_CAMPAIGNS_FACEBOOK_ADS

Get general information about the Facebook Ads campaigns managed by your connected Facebook account.

LIST_ADS_FACEBOOK_ADS

Get general information about the Facebook Ads managed by your connected Facebook account.

LIST_ADSETS_FACEBOOK_ADS

Get general information about the Facebook Ads sets managed by your connected Facebook account.

GET_AD_INSIGHTS_FACEBOOK_ADS

Get metrics such as clicks, CPC, CTR, and CPM about your Ads by date.

GET_CAMPAIGN_INSIGHTS_FACEBOOK_ADS

Get metrics such as clicks, CPC, CTR, and CPM about your Ad campaigns by date.

GET_ADSET_INSIGHTS_FACEBOOK_ADS

Get metrics such as clicks, CPC, CTR, and CPM about your Ad Sets by date.

CREATE_LIST_OPENAI

Use Open AI’s GPT model to generate lists of items based on a prompt.

APPLY_TASK_OPENAI

Use Open AI’s GPT model to clean up or apply logic rules to data.

FIND_FACT_OPENAI

Use Open AI’s GPT model to discover facts about a country, person, company or the world.

CLASSIFY_OPENAI

Use Open AI’s GPT model to classify text into tags, topics or sentiment.

TRANSLATE_OPENAI

Use AI to translate text between languages.

GET_DATABASE_NOTION

Return a report with all properties and values from a Notion Database.

AD_CAMPAIGNS_GOOGLE_ANALYTICS_4

Get insights about your Google Analytics 4 Ads campaigns.

AD_GROUPS_GOOGLE_ANALYTICS_4

Get insights about your Google Analytics 4 Ad groups.

LIST_SITES_GSEARCH_CONSOLE

Lists the user's Google Search Console sites.

GET_WEBSITE_PERFORMANCE_GSEARCH_CONSOLE

Analyze your site's performance from Google search results, including impressions, clicks, position and more.

REPEAT

Repeat the calculation or execution of a function in a specified cell periodically.

SCHEDULE

Schedule tasks to be executed at regular intervals.

FORECAST

Calculates the expected y-value for a specified x-value, using linear regression on a given data sample.

UPDATE_DATABASE_PAGE_NOTION

Update a child page of an existing Notion Database.

ADD_DATABASE_PAGE_NOTION

Add a child page to an existing Notion Database.

SMALL

Returns the nth smallest element from a data set, where n is user-defined.

LARGE

Returns the nth largest element from a data set, where n is user-defined.

COVARIANCE_S

Calculates the sample covariance between two variables.

COVARIANCE_P

Calculates the covariance between two variables.

VAR_S

Calculates the variance of a sample.

VAR_P

Calculates the variance of a population.

GET_POST_METRICS_INSTAGRAM

Get metrics about posts of your Instagram accounts by providing the media ID. List first your posts and then get metrics such as engagement, impressions, and reach.

FX_DAILY_ALPHAVANTAGE

Get the daily time series of an FX pair (timestamp, open, high, low, close).

FX_ALPHAVANTAGE

Get the real-time rates for an FX or Cryptocurrency pair.

FX_INTRADAY_ALPHAVANTAGE

Get the intraday time series for an FX pair (timestamp, open, high, low, close).

SEARCH_DATABASES_NOTION

Return a list of Notion Databases with their structure and property names.

STOCK_DAILY_ALPHAVANTAGE

Get the daily time series (open, high, low, close, volume) of an equity.

STOCK_DAILYADJUSTED_ALPHAVANTAGE

Get the daily adjusted time series (open, high, low, close, volume) of an equity.

STOCK_ALPHAVANTAGE

Get the latest global quote for an equity.

STOCK_MONTHLYADJUSTED_ALPHAVANTAGE

Get the monthly adjusted time series (open, high, low, close, volume) of an equity.

STOCK_MONTHLY_ALPHAVANTAGE

Get the monthly time series (open, high, low, close, volume) of an equity.

STOCK_WEEKLY_ALPHAVANTAGE

Get the weekly time series (open, high, low, close, volume) of an equity.

CRYPTO_WEEKLY_ALPHAVANTAGE

Returns weekly time series (open, high, low, close, volume) of a cryptocurrency.

CRYPTO_MONTHLY_ALPHAVANTAGE

Returns monthly time series (open, high, low, close, volume) of a cryptocurrency.

CRYPTO_INTRADAY_ALPHAVANTAGE

Gets intraday time series (timestamp, open, high, low, close, volume) of the cryptocurrency specified, updated realtime.

CRYPTO_DAILY_ALPHAVANTAGE

Returns daily time series (open, high, low, close, volume) of a cryptocurrency.

FX_WEEKLY_ALPHAVANTAGE

Get the weekly time series of an FX pair (timestamp, open, high, low, close).

FX_MONTHLY_ALPHAVANTAGE

Get the monthly time series of an FX pair (timestamp, open, high, low, close).

STOCK_WEEKLYADJUSTED_ALPHAVANTAGE

Get the weekly adjusted time series (open, high, low, close, volume) of an equity.

GET_ACCOUNT_INSIGHTS_LINKEDIN_ADS

Get metrics such as clicks, impressions, reactions, and shares about your Ad accounts by date.

GET_CAMPGROUP_INSIGHTS_LINKEDIN_ADS

Get metrics such as clicks, impressions, reactions, and shares about your Ad campaigns groups by date.

GET_CAMPAIGN_INSIGHTS_LINKEDIN_ADS

Get metrics such as clicks, impressions, reactions, and shares about your Ad campaigns by date.

GET_ACCOUNT_INSIGHTS_FACEBOOK_ADS

Get metrics such as clicks, CPC, CTR, and CPM about your Ad accounts by date.

AD_GROUPS_ANALYTICS_GOOGLE

Get metrics such as clicks, CPM, CPC, CTR, and impressions about your Ad groups by date.

AD_KEYWORDS_ANALYTICS_GOOGLE

Get metrics such as clicks, CPM, CPC, CTR, and impressions about your Ad campaigns by date and keywords.

AD_CAMPAIGNS_ANALYTICS_GOOGLE

Get metrics such as clicks, CPM, CPC, CTR, and impressions about your Ad campaigns by date.

AD_VIDEO_ANALYTICS_GOOGLE

Get metrics such as clicks, CPM, CPC, CTR, and impressions about your video Ad campaigns by date.

AD_QUERIES_ANALYTICS_GOOGLE

Get metrics such as clicks, CPM, CPC, CTR, and impressions about your Ad campaigns by date and queries.

CUSTOM_ANALYTICS_GOOGLE

Get a report with custom Google Analytics metrics within a date range. Dimensions and filters are also available.

SESSION_ANALYTICS_GOOGLE

Returns a report with the most common session metrics within a date range.

PAGE_ANALYTICS_GOOGLE

Get a report with the most common page metrics within a date range.

GET_INCOME_STATEMENT_ALPHAVANTAGE

Get annual and quarterly income statements of a company for the last 5 years. This data is generally refreshed on the same day a company reports its latest earnings and financials.

GET_CASH_FLOW_ALPHAVANTAGE

Get annual and quarterly cash flows of a company for the last 5 years.

GET_BALANCE_SHEET_ALPHAVANTAGE

Get annual and quarterly balance sheets of a company for the last 5 years. This data is generally refreshed on the same day a company reports its latest earnings and financials.

FIND_DOMAIN

Get a company's domain by providing its name.

IMPORT_GOOGLE_SHEETS

Get cell values from spreadsheets from Google Sheets.

DATEINTERVAL

Create a date interval between two dates.

GET_PAGE_INSIGHTS_LINKEDIN

Get metrics of your pages by date and aggregate results by day, week or month.

GET_ACCOUNT_METRICS_INSTAGRAM

Get metrics such as impressions or reach about your accounts and aggregate results by day, week or month.

GET_PAGE_METRICS_FACEBOOK

Get metrics such as impressions or reactions about your pages and aggregate results by day, week or month.

GET_POST_METRICS_FACEBOOK

Get metrics about posts of your Facebook pages by providing the post ID. List first your posts and then get metrics such as clicks, impressions, and reactions.

GET_PAGE_POSTS_FACEBOOK

List posts from public pages and get their message, reactions, and URL.

GET_METRICS_GOOGLE_ANALYTICS_4

Get a report with Google Analytics 4 metrics within a date range. Dimensions and filters are also available.

PATCH

Perform an HTTP PATCH on a URL with special parameters.

POST

Perform an HTTP POST on a URL with special parameters.

PUT

Perform a PUT request on a URL.

GET

Perform an HTTP GET on a URL and get the response.

GET_RECORDS_AIRTABLE

Get data columns from an Airtable base by defining the base ID, the table name, and the fields available on the table.

SEARCH_OBJECTS_ADVANCED_SALESFORCE

Search for Salesforce objects with a SOQL query.

SEARCH_OPPORTUNITIES_SALESFORCE

Search for existing opportunities by their name, stage name, and close date on Salesforce.

SEARCH_LEADS_SALESFORCE

Search for existing leads on Salesforce.

SEARCH_ACCOUNTS_SALESFORCE

Search for existing accounts on Salesforce.

SEARCH_CONTACTS_SALESFORCE

Search for existing contacts on Salesforce.

PARSE

Parse JSON data.

LIST_CAMPAIGNS_GOOGLE_ANALYTICS_4

Get general information about the Google Analytics 4 campaigns.

LIST_ADGROUPS_GOOGLE_ANALYTICS_4

Get general information about the Google Analytics 4 Ad Groups.

QUERY_SNOWFLAKE

Use SQL to query your Snowflake databases, schemas and views.

CORREL

Calculates r, the Pearson product-moment correlation coefficient of a dataset.

STDEV

Calculates the standard deviation based on a sample.

COUNTUNIQUE

Counts the number of unique values in a range.

COUNTBLANK

Counts the number of empty cells in a range.

SEARCH_PAYOUTS_STRIPE

Search for payouts of your Stripe account.

SEARCH_INVOICES_STRIPE

Search for invoices.

SEARCH_CUSTOMERS_STRIPE

Search for customers from your Stripe account.

SEARCH_CHARGES_STRIPE

Search for payments of your Stripe account.

SEARCH_SUBSCRIPTIONS_STRIPE

Search for subscriptions.

SEARCH_REFUNDS_STRIPE

Search for refunds.

QUERY_MYSQL

Use SQL to query your MySQL tables.

QUERY_REDSHIFT

Use SQL to query your Redshift tables.

QUERY_POSTGRESQL

Use SQL to query your PostgreSQL tables.

SEARCH_DEALS_PIPEDRIVE

Search for Pipedrive deals.

LIST_ACCOUNTS_GOOGLE_ANALYTICS_4

Get general information about the Google Analytics 4 accounts and properties managed by your Google account.

AUTOFILL

Automatically fills the whole column with formulas based on the column on the left column or the range defined by you.

IMPORT_TABLE_BIGQUERY

Import a table from a BigQuery dataset.

QUERY

Filter and transform data from a range of cells using an SQL-like language.

QUERY_BIGQUERY

Use SQL to query your BigQuery tables.

GET_ACCOUNTS_FACEBOOK_ADS

Get general information about the Facebook Ads accounts managed by your connected Facebook account.

SEARCH_DEALS_HUBSPOT

List and get details about HubSpot deals.

UPDATE

Updates or inserts data from ranges or {data} cells into a destination range.

FILTER

Filter JSON data or ranges by a given condition.

POW

Get one number raised to a power.

SEARCH_VIDEOS_YOUTUBE

Search for videos in YouTube by keywords, location, etc.

GET_CHANNEL_METRICS_YOUTUBE

Get the description and all available stats of a channel.

GET_VIDEO_METRICS_YOUTUBE

Get the description and all available stats of a video.

GET_POSTS_LINKEDIN

List Linkedin posts from your pages and get their description, message, title, and URL.

GET_POSTS_INSTAGRAM

Get the 50 latest Instagram posts and metrics from a public account. The number of comments and likes are available.

EXPORT_TO_GOOGLE_SHEETS

Add or append cell values in Google Sheets spreadsheets.

UPDATE_GOOGLE_SHEETS

Update cell values in Google Sheets spreadsheets.

WEEKNUM

Return a number representing the week of the year where the provided date falls.

DIRECTIONS_GOOGLE

Get directions according to you start and end locations. You can further define your search by choosing a mode of transportation or adding waypoints.

GET_DIRECTIONS

Get directions according to your start and end locations. You can further define your search by choosing a mode of transportation or adding waypoints.

GET_COMPANY

Get company details based on their domain. Select a property value to get just one specific attribute of the company.

REFRESH

Refresh cells periodically and recalculate their formulas.

EXECUTE

Executes a formula in a specified location.

BUTTON

Change the cell interaction type to BUTTON and executes the formulas when clicking on the button.

CLEAR

Clear the contents of a row, including any formulas.

FILL

Fill down a range by copying a row to a number of rows.

INSERT

Inserts data from ranges or {data} cells into a destination range.

OVERWRITE

Inserts data from ranges or {data} cells into a destination range. Overwrites all content in the destination with every execution.

EXPAND

Expands and adds {data} to a table. By default, the data is always replaced when the function is triggered. Use the mode parameter to change this behavior.

STOCK_INTRADAY_ALPHAVANTAGE

Get the intraday time series (open, high, low, close, volume) of an equity.

GET_POST_INSIGHTS_LINKEDIN

Get metrics about posts of your Linkedin pages by providing the post ID. List first your posts and then get metrics such as clicks, comments, and likes.

LIST_ACCOUNTS_ANALYTICS_GOOGLE

Get general information about the Google Analytics accounts managed by your Google account.

LIST_COMPANY_SECTORS

Get the list of available sectors of the companies in our database.

SEND_EMAIL

Send up to 20 emails/hour using Rows.

ADD_ACTIVITY_PIPEDRIVE

Create a new Pipedrive activity.

ACCOUNT

Uses a specific account or API key when calling an integration function. Useful when you have multiple accounts connected for the same integration.

SUBSTITUTE

Substitute all occurrences of one string with another.

STOCK_SEARCH_ALPHAVANTAGE

Search for equity data using a company name or symbol.

SECTOR_ALPHAVANTAGE

Get the real-time and historical sector performances of the S&P500.

GET_SUBSCRIPTION_ITEMS_STRIPE

Get the items of a subscription by their ID.

GET_PLANS_STRIPE

Get plans available on your Stripe account.

GET_TRANSACTION_DETAIL_STRIPE

Get the detail of a transaction by the ID of your charges or payouts.

GET_CONTACTS_FROM_LIST_HUBSPOT

Find contacts in a HubSpot list through its name.

SEARCH_CONTACT_DETAIL_HUBSPOT

Find details about a contact in your HubSpot through the person email.

SEARCH_COMPANIES_HUBSPOT

List and get details about companies in your HubSpot.

ADD_OR_UPDATE_DEAL_HUBSPOT

Create a new deal or update an existing one in Hubspot.

ADD_OR_UPDATE_CONTACT_HUBSPOT

Creates new contact or updates an existing one in HubSpot.

ADD_OR_UPDATE_COMPANY_HUBSPOT

Create a new company or update and existing one in HubSpot.

GET_ACCOUNTS_LINKEDIN_ADS

Get general information about the Linkedin Ads accounts managed by your connected Linkedin account.

GET_FOLLOWING_INSTAGRAM

Get the most recent number of users an Instagram account is following by providing its username.

GET_ACCOUNT_INSTAGRAM

Get general information about the Instagram accounts connected to your Facebook business account.

GET_FOLLOWERS_INSTAGRAM

Get the most recent number of followers of a public Instagram account using its username.

ADD_OR_UPDATE_RECORD_AIRTABLE

Add or update data columns in an Airtable base by defining the base ID, the table name, and the name of the columns.

VERIFY_EMAIL_ZEROBOUNCE

Verify if an email is valid or not to avoid bounced emails.

GET_GMAIL

Get the content of an email from Gmail by using an ID. List first the emails to find the ID.

SEARCH_GMAIL

Search for emails in your Gmail account by using queries.

SEND_GMAIL

Send an email using your Gmail account. You can use HTML formatting in the content of your email.

GET_FOLLOWERS_FACEBOOK

Get the most recent number of followers of a public Facebook page using its username.

GET_ACCOUNTS_FACEBOOK

Get general information about the Facebook pages managed by your account.

GET_PAGES_LINKEDIN

Get general information about the Linkedin pages managed by your account.

GET_FOLLOWERS_LINKEDIN

Get the most recent number of followers of a public Linkedin page using its URL or page name.

ADD_OR_UPDATE_CONTACT_SALESFORCE

Add or update existing contacts on Salesforce.

ADD_OR_UPDATE_LEAD_SALESFORCE

Add or update existing leads on Salesforce.

ADD_OR_UPDATE_OPPORTUNITY_SALESFORCE

Add or update existing opportunities on Salesforce.

ADD_OR_UPDATE_ACCOUNT_SALESFORCE

Add or update information about your accounts on Salesforce.

SEND_SMS_TWILIO

Send an SMS using Twilio.

MESSAGE_CHANNEL_SLACK

Send a message to a Slack channel as the Slack app.

MESSAGE_USER_SLACK

Send a message to a Slack user as the dashdash Slack app.

REMOVE_CRM_RECORDS_ZOHO

Delete one or more CRM records from your Zoho US account.

EDIT_CRM_RECORD_ZOHO

Update a Zoho CRM record.

CONVERT_LEAD_ZOHO

Convert a lead in your Zoho CRM.

ADD_CRM_RECORD_ZOHO

Create a Zoho CRM record.

SEND_EMAIL_SENDGRID

Send an email using SendGrid.

REMOVE_PERSONS_PIPEDRIVE

Delete one or more people on Pipedrive.

REMOVE_ORGANIZATIONS_PIPEDRIVE

Delete one or more organizations on Pipedrive.

REMOVE_DEALS_PIPEDRIVE

Delete one or more deals on Pipedrive.

REMOVE_ACTIVITIES_PIPEDRIVE

Delete one or more Pipedrive activities.

EDIT_ACTIVITY_PIPEDRIVE

Update a Pipedrive activity.

ADD_OR_UPDATE_DEAL_PIPEDRIVE

Create or update an existing deal in Pipedrive.

ADD_OR_UPDATE_ORGANIZATION_PIPEDRIVE

Create or update an existing organization in Pipedrive.

ADD_OR_UPDATE_PERSON_PIPEDRIVE

Create or update an existing contact in Pipedrive.

UNSUBSCRIBE_MAILCHIMP

Remove a subscriber from a Mailchimp list.

SUBSCRIBE_MAILCHIMP

Add a subscriber to a Mailchimp list.

SEND_SMS_INFOBIP

Send an SMS using Infobip.

SEND_SMS_MESSAGEBIRD

Send an SMS using MessageBird.

XYLOOKUP

Search for a search key in the first column of a range and returns the value of a specified cell in the row corresponding to the selected column.

MATCH

Get the relative position of a specified search key in a one-dimensional range of cells.

RATE

Calculates the interest rate of an annuity investment based on constant-amount periodic payments and the assumption of a constant interest rate.

IPMT

Calculates the payment on interest for an investment based on constant-amount periodic payments and a constant interest rate.

IRR

Calculates the internal rate of return on an investment based on a series of periodic cash flows.

VALUE

Converts text that appears in a recognized format (e.g. a number, date, or time format) into a numeric value.

ISERROR

Checks whether a value is an error.

NPER

Calculates the number of payment periods for an investment based on constant-amount periodic payments and a constant interest rate.

PMT

Calculates the payment for a loan based on constant payments and a constant interest rate.

PV

Calculates the present value of an annuity investment based on constant-amount periodic payments and a constant interest rate.

NPV

Calculates the net present value of an investment based on a series of periodic cash flows and a discount rate.

FV

Calculates the future values of an investment based on a fixed interest rate.

WEEKINTERVAL

Creates a date interval in weeks.

TO_TIMEZONE

Converts to a different time zone of choice.

WORKDAY

Calculates the date after a number of working days from a specified start date.

NETWORKDAYS

Returns the number of net working days between two provided days.

TO_DATE

Converts a provided number to a date.

YEARFRAC

Returns the number of years, including fractional years, between two dates using a specified day count convention.

WEEKDAY

Returns a number representing the day of the week of the date provided.

EDATE

Returns a date a specified number of months before or after another date.

EOMONTH

Returns the date on the last day of a month that falls a specified number of months before or after another date.

TIME

Converts a provided hour, minute, and second into a time.

MONTHINTERVAL

Creates a date interval between months.

TRANSPOSE

Switches rows and columns from ranges or {data} and creates a table with the results.

UNIQUE

Lists unique rows/columns in the source {data} or range.

DATEDIF

Calculates the number of days, months, or years between two dates.

ISDATE

Returns a boolean meaning whether a value is a date.

DAYS

Returns the number of days between two dates.

DATEVALUE

Converts a provided date to a date value.

ISOWEEKNUM

Returns a number representing the ISO week of the year where the provided date falls.

REMOVEARRAYS

Removes all nested arrays from a data structure. Use the exceptions to keep some of the arrays.

UNNEST

Turns any {data} into a tabular structure (2D), generating 1 row per combination of array elements.

SECOND

Returns the second component of a time as number between 0-59.

HOUR

Returns the hour component of a time as number between 0-23.

MINUTE

Returns the minute component of a time as number between 0-59.

FLATTEN

Reduces a nested {data} structure into a flat list. All levels are flattened into one single row unless you specify a depth limit.

MOD

Get the remainder from a division operation.

MD5

Converts text using MD5.

SHA256

Converts text using SHA256.

DECODEURL

Decodes text using the UTF-8 encoding, so it can parse URL query parameters.

ENCODEURL

Converts text using the UTF-8 encoding, so it can be used as a URL query parameter.

ATANH

Returns the inverse hyperbolic tangent of a real number

EXP

Returns Euler's number (e) raised to a power.

LOG

Returns the logarithm of the given base for the given value

JOIN

Join two data sources. The function will use values from the root of the JSON.

DEGREES

Returns the degrees value of a radian angle

RADIANS

Returns the radian value of an angle in degrees

SQRT

Returns the square root for the given value

LOG10

Returns the base 10 logarithm for the given value

TAN

Returns the tangent of an angle in radians.

ATAN

Returns the inverse tangent of an angle in radians.

TANH

Returns the hyperbolic tangent of a real number

ACOSH

Returns the inverse hyperbolic cosine of a real number

COSH

Returns the hyperbolic cosine of a real number.

ACOS

Returns the inverse cosine of an angle in radians.

SIN

Returns the sine of an angle in radians.

COS

Returns the hyperbolic sine of a real number.

ASINH

Returns the hyperbolic sine of a real number.

APPEND

Append two or more JSON {data} objects.

SINH

Returns the hyperbolic sine of a real number.

ASIN

Returns the reverse sine of an angle in radians.

REBASE

Change {data} property names.

ARTICLES_NEWS_API

Find articles based on keywords, language, source, and date of publishing.

YEAR

Get the year from a date.

MONTH

Get the month from a date.

DAY

Get the day from a date.

GET_REVERSE_GEOCODE

Get the address based on latitude and longitude coordinates.

GET_GEOCODE

Get the latitude and longitude coordinates for an address.

GET_DISTANCE_MATRIX

Retrieves the directions from all starting locations to all destination locations.

GET_ELEVATION

Get the elevation, in meters, for a given set of coordinates.

FIND_COMPANY_VAT_VATSEARCH

Get a company's VAT number or its name.

RAND

Gets a random number between 0 and 1.

RANDBETWEEN

Gets a random integer number between the numbers defined.

SEARCH_DOMAIN_HUNTER

Provide a company name to get its domain or provide a company domain to retrieve emails of a specific department, such as "sales" or "marketing".

TRANSLATE_MICROSOFT

Translate a body of text from a source language to a target language using Microsoft Translator.

TRANSLITERATE_MICROSOFT

Convert text in one language from one script to another script.

GET_SUBSCRIBERS_MAILCHIMP

Get all subscribers that belong to a Mailchimp List.

DETECT_LANGUAGE_MICROSOFT

Detect the language of a text using the Microsoft Translator API.

LANGUAGES_MICROSOFT

Get a list of the currently supported languages by the Microsoft Translator Text API.

DETECT_LANGUAGE_GOOGLE

Detect the language of a text using Google Translate.

LANGUAGES_GOOGLE

Get a list of supported languages.

TRANSLATE_GOOGLE

Translate a body of text from a source language to a target language.

TRANSLATE_DEEPL

Translate a body of text from a source language to a target language using DeepL.

PAGESPEED_GOOGLE

Run a PageSpeed analysis on a URL.

CONCATENATE

Concatenates multiple strings into one.

GET_PERSON_DEALS_PIPEDRIVE

Get the deals associated with a Pipedrive person.

GET_PERSON_ACTIVITIES_PIPEDRIVE

Get the activities associated with a Pipedrive person.

GET_ORGANIZATION_DEALS_PIPEDRIVE

Get the deals associated with a Pipedrive organization.

GET_ORGANIZATION_ACTIVITIES_PIPEDRIVE

Get the activities associated with a Pipedrive organization.

SEARCH_CRM_RECORDS_ZOHO

Get a list of your Zoho CRM records based on your query.

TECH_STACK_PREDICTLEADS

Get the entire tech stack used on a given domain.

JOB_OPENINGS_PREDICTLEADS

Get a list of job openings for mid to large companies based on the company domain.

EVENTS_PREDICTLEADS

Get a list of news events for a given company. Events are found in press releases, industry news, blogs, and other text-based media.

GET_LISTS_MAILCHIMP

Get your Mailchimp lists.

GET_REVIEWS_GOOGLE_MY_BUSINESS

Get the latest reviews from your locations.

CUSTOM_SEARCH_GOOGLE

Search using a Google Custom Search engine.

PLACE_SEARCH_GOOGLE

Get a list of places, along with their addresses, place IDs, ratings, and more, based on your search query.

DISTANCE_MATRIX_GOOGLE

Get the recommended distance and time between start and end locations.

ELEVATION_GOOGLE

Get the elevation, in meters, for a given set of coordinates.

GEOCODE_GOOGLE

Get the latitude and longitude coordinates for an address.

NEARBY_SEARCH_GOOGLE

Get details about places within a specified location and according to your query.

REVERSE_GEOCODE_GOOGLE

Get the address based on latitude and longitude coordinates.

DOMAIN_TECH_STACK_BUILTWITH

Get the tech stack for a given domain, including what CRM, CMS, and helpdesk or CMS are used. Useful for lead and account scoring.

AUDIO

Inserts an audio file in a cell by providing an URL.

SPARKLINE

Create a miniature chart contained within a cell.

IMAGE

Inserts an image in a cell by providing an URL.

LASTXDAYS

Get the date interval for the last X days.

LASTXWEEKS

Get the date interval for the last X weeks. The first day of the range is a Sunday and the last date is a Saturday.

LASTXMONTHS

Get the date interval for the last X months.

UNIX2DATE

Convert a unix timestamp to a human readable date.

IF

Return a value if an expression is TRUE or FALSE

COUNT

Get a count of cells that have numbers.

COUNTA

Count non-empty cells.

COUNTIF

Count cells that meet certain criteria.

COUNTIFS

Count cells in a range that meet multiple criteria that is specified in other ranges.

MODE

Get the mode (the most frequently occurring number) for a set of numbers.

MEDIAN

Get the median (middle value) of a set of numbers.

AVERAGE

Calculate the average of several numbers.

MIN

Get the minimum value in a set of numbers.

MAX

Get the maximum value in a set of numbers.

PRODUCT

Multiply two numbers.

SUMPRODUCT

Sum the respective products of values in ranges.

SUMIFS

Sum a range based on criteria.

SUMIF

Sum a range based on one criterion.

INDEX

Get the value of a cell in a range, as specified by row and column number.

VLOOKUP

Search for a search key in the first column of a range and returns the value of a specified cell in the row corresponding to the search key.

SUM

Sum two or more numbers.

SLICE

Breaks text by order around the delimiter and retrieves one word.

TO_TEXT

Format a value as a text string. The function accepts numbers, URLs, or JSON data.

RELATIVE_URL

Extracts a relative path from a url.

VERIFY_TECH_IN_DOMAIN_BUILTWITH

Verifies if a technology exists in a domain.

DOMAIN

Extracts a base domain from a url or email address.

FILTER_COLUMNS

Filter columns of data from a source table or JSON array.

GET_BALANCE_STRIPE

Get the current balance of your Stripe account.

GET_CUSTOMER_SUBSCRIPTIONS_STRIPE

Get the customer subscriptions by email or ID.

GET_COMPANY_OVERVIEW_ALPHAVANTAGE

Get company information, financial ratios, and other key metrics for the equity specified. This data is generally refreshed on the same day a company reports its latest earnings and financials.

GET_LOCATIONS_GOOGLE_MY_BUSINESS

Get the details of your locations.

VIEW_SMS_TWILIO

Get the status of an SMS sent using Twilio.

CUSTOM_SEARCH_RESTRICTED_GOOGLE

Provide a search term and ID of your Google Custom Search engine to restrict your search to specific site(s) defined in your Custom Search Engine.

PAIR2JSON

Create a JSON object from data pairs.

GET_COMPANY_FULLCONTACT

Get details about a company, given their domain.

GET_PERSON_FULLCONTACT

Get details for a person using either their email address, Twitter handle, or phone number.

VERIFY_EMAIL_FULLCONTACT

Verify the deliverability of an email address.

LIST_USERS_SLACK

Get a list of your Slack users.

LIST_CHANNELS_SLACK

Get a list of your Slack channels.

PLACE_DETAIL_GOOGLE

Get details about a place, such as phone numbers, opening hours, reviews, and more.

LTE

Check if one value is smaller than or equal to another.

LT

Check if a value is smaller than another.

GTE

Check if one value is greater than or equal to another.

GT

Check if one value is greater than another.

&

Merge two strings.

-

Subtract one number from another.

/

Divide one number by another.

<

Check if a value is smaller than another.

<=

Check if one value is smaller than or equal to another.

<>

Check if two values are different from each other.

=

Check if two values are the same.

>

Check if one value is greater than another.

>=

Check if one value is greater than or equal to another.

GET_ORGANIZATION_PERSONS_PIPEDRIVE

Get the people associated with a Pipedrive organization.

GET_DEAL_ACTIVITIES_PIPEDRIVE

Get the activities associated to a Pipedrive deal.

GET_ACTIVITY_PIPEDRIVE

Get all the details of a Pipedrive activity.

GET_ACTIVITIES_PIPEDRIVE

Get all your activities in Pipedrive.

+

Add two numbers together.

*

Multiply one number by another.

^

Raise one number to the power of another.

VIEW_SMS_INFOBIP

Get the status log of an SMS sent using Infobip.

GET_CRM_RECORD_ZOHO

Retrieve detail of a Zoho record.

VERIFY_EMAIL_HUNTER

Get the delivery confidence score for an email address.

FIND_EMAIL_HUNTER

Get the email address of a person as well as the delivery confidence score.

COUNT_EMAILS_HUNTER

Get the number of email addresses associated with a domain.

UPPER

Convert all characters of a given string to upper case.

TODAY

Get the current date.

SLUGIFY

Convert a text into a URL slug.

SEARCH

Get the position of a string within a text. SEARCH() is not case sensitive.

ROW

Get the row number of a cell.

ROUNDUP

Round up a number to a specified number of digits.

ROUNDDOWN

Round down a number to a specified number of digits.

ROUND

Round a number up or down to a specified number of digits.

RIGHT

Get a substring from the right of a specified string.

RANGE2HTML

Create an HTML table from a range with the same look and feel of the spreadsheet.

POWER

Get one number raised to a power.

PI

Get the number PI.

NOW

Get the current date and time.

NOT

Get the opposite logical value of an argument.

NE

Check if two values are different from each other. Case sensitive.

MINUS

Subtract one number from another.

LOWER

Convert all characters of a string to lower case.

LEN

Get the number of characters in a string.

LEFT

Get a substring from the left of a specified string.

FIND

Get the number of characters at which a string is first found within a text. FIND() is case sensitive.

EQ

Check if two values are the same.

DIVIDE

Divide one number by another.

DATE

Create a date given a year, a month, and a day.

BASE64

Encodes a text to a Base64 string.

BASE64DECODE

Decode a Base64 string to a human-readable text.

COLUMN

Get the column number of a reference cell.

CONCAT

Concatenate two strings.

GET_PERSONCOMPANY_CLEARBIT

Get detailed info about a person and their associated company.

GET_PERSON_CLEARBIT

Get detailed info about a person.

GET_COMPANY_CLEARBIT

Get in-depth data about a company.

DOMAIN_INFO_BUILTWITH

Get details from a given domain, including company name, Majestic as well as Alexa ranks, contact details, and industry.

DOMAIN_KEYWORDS_BUILTWITH

Get the keywords connected with a given domain. Useful for SEO optimization or competitor tracking.

DOMAIN_TECH_STACK_COUNTS_BUILTWITH

Get the tech stack counts by category for a given domain, including total number of CRMs or CMSs. Useful for lead and account scoring.

SEARCH_ORGANIZATIONS_PIPEDRIVE

Search for organizations on your Pipedrive.

SEARCH_PERSONS_PIPEDRIVE

Search for one or more people on Pipedrive.

GET_DEAL_PERSONS_PIPEDRIVE

Get the people associated with a Pipedrive deal.

CONNECTIONS_PREDICTLEADS

Get a list of categorized business connections. Business connections can be found via backlinks, logos, and case studies on company pages.

AND

Returns TRUE if all conditions are true, and FALSE if at least one condition is FALSE.

ADD

Get the sum of two numbers.

ABS

Get the absolute value of a number, that is, convert a negative number to a positive.

OR

Returns TRUE if at least one condition is true, and FALSE if all conditions are FALSE.

IFERROR

Return an alternative value if the first argument returns an error.

TRANSLATE_ALTERNATIVES_MICROSOFT

Get alternative translations for a word or an idiomatic phrase.

UNIXTIME

Convert a date, datetime, time, or number into Unix time.

RANGE2JSON

Create a JSON array of objects from a range.

VIEW_SMS_MESSAGEBIRD

Get the status of an SMS sent using MessageBird.

SPLIT

Divides text around a character or string and puts each block into a separate cell in the row.

MULTIPLY

Multiply two numbers.

GET_LIST_MAILCHIMP

Get the key statistics and information of a Mailchimp list.