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Integrate Monkey Learn with Xero

Appy Pie Connect allows you to automate multiple workflows between Monkey Learn and Xero

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About Monkey Learn

MonkeyLearn is a text analysis platform that helps you identify and extract actionable data from a variety of raw texts, including emails, chats, webpages, papers, tweets, and more! You can use custom tags to categorize texts, such as sentiments or topics, and extract specific data, such as organizations or keywords.

About Xero

Xero is a cloud-based accounting software platform for businesses from all sizes. It connects businesses with their bank, accounting tools, their accountant, payment services and third-party apps, so everything is securely available at any time, on any device.

Xero Integrations

Best ways to Integrate Monkey Learn + Xero

  • Monkey Learn Integration Monkey Learn Integration

    Xero + Monkey Learn

    Classify Text in monkeylearn when New Bill is created in Xero Read More...
    Close
    When this happens...
    Monkey Learn Integration New Bill
     
    Then do this...
    Monkey Learn Integration Classify Text
  • Monkey Learn Integration Monkey Learn Integration

    Xero + Monkey Learn

    Extract Text in monkeylearn when New Bill is created in Xero Read More...
    Close
    When this happens...
    Monkey Learn Integration New Bill
     
    Then do this...
    Monkey Learn Integration Extract Text
  • Monkey Learn Integration Monkey Learn Integration

    Xero + Monkey Learn

    Upload training Data in monkeylearn when New Bill is created in Xero Read More...
    Close
    When this happens...
    Monkey Learn Integration New Bill
     
    Then do this...
    Monkey Learn Integration Upload training Data
  • Monkey Learn Integration Monkey Learn Integration

    Xero + Monkey Learn

    Classify Text in monkeylearn when New Contact is created in Xero Read More...
    Close
    When this happens...
    Monkey Learn Integration New Contact
     
    Then do this...
    Monkey Learn Integration Classify Text
  • Monkey Learn Integration Monkey Learn Integration

    Xero + Monkey Learn

    Extract Text in monkeylearn when New Contact is created in Xero Read More...
    Close
    When this happens...
    Monkey Learn Integration New Contact
     
    Then do this...
    Monkey Learn Integration Extract Text
  • Monkey Learn Integration {{item.actionAppName}} Integration

    Monkey Learn + {{item.actionAppName}}

    {{item.message}} Read More...
    Close
    When this happens...
    {{item.triggerAppName}} Integration {{item.triggerTitle}}
     
    Then do this...
    {{item.actionAppName}} Integration {{item.actionTitle}}
Connect Monkey Learn + Xero in easier way

It's easy to connect Monkey Learn + Xero without coding knowledge. Start creating your own business flow.

    Triggers
  • New Bill

    Triggered when you add a new bill. (Accounts Payable)

  • New Contact

    Triggered when you add a new contact.

  • New Payment

    Triggered when you receive a new payment.

  • New Quote

    Triggered when a new quote is created.

  • New Sales Invoice

    Triggered when you add a new sales invoice. (Accounts Receivable)

    Actions
  • Classify Text

    Classifies texts with a given classifier.

  • Extract Text

    Extracts information from texts with a given extractor.

  • Upload training Data

    Uploads data to a classifier.

  • Create Bank Transfer

    Transfers money between two bank accounts.

  • Create Bill

    Creates a new bill (Accounts Payable).

  • Create Credit Note

    Creates a new credit note for a contact.

  • Create New Quote Draft

    Creates a new quote draft.

  • Create Payment

    Applies a payment to an invoice.

  • Create Purchase Order

    Creates a new purchase order for a contact.

  • Create Sales Invoice

    Creates a new sales invoice (Accounts Receivable).

  • Create/Update Contact

    Creates a new contact or updates a contact if a contact already exists.

  • Create/Update Item (Product)

    Creates a new item or updates a item if a product already exists.

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Page reviewed by: Abhinav Girdhar  | Last Updated on July 01, 2022 5:55 am

How Monkey Learn & Xero Integrations Work

  1. Step 1: Choose Monkey Learn as a trigger app and authenticate it on Appy Pie Connect.

    (30 seconds)

  2. Step 2: Select "Trigger" from the Triggers List.

    (10 seconds)

  3. Step 3: Pick Xero as an action app and authenticate.

    (30 seconds)

  4. Step 4: Select a resulting action from the Action List.

    (10 seconds)

  5. Step 5: Select the data you want to send from Monkey Learn to Xero.

    (2 minutes)

  6. Your Connect is ready! It's time to start enjoying the benefits of workflow automation.

Integration of Monkey Learn and Xero

Monkey Learn?

MonkeyLearn is an Amazon Web Services product that allows you to build machine learning models. Amazon Machine Learning is Amazon’s fast, easy and scalable service for creating machine learning (ML. models at any scale. Amazon Machine Learning makes it easy to quickly build sophisticated models without having to manage the infrastructure. Amazon Machine Learning provides the ability to quickly create ML models, while maintaining full contrp over the underlying compute resources. Amazon Machine Learning enables you to develop applications that use Amazon Machine Learning capabilities. Amazon Machine Learning allows you to train Amazon ML models that can then be used by Amazon S3-based applications or Amazon EC2-based applications. Amazon Machine Learning includes an SDK for Python, which allows you to integrate Amazon ML functionality into your Python code.

Xero?

Xero is a cloud-based accounting software designed for small businesses. Xero was born in New Zealand and launched in 2007. Since then, it has expanded to North America, Europe, Australia, and New Zealand, with more than 2 million customers worldwide, including more than half of the Fortune 500 companies. Xero’s customers range from spo entrepreneurs to corporate giants like Google and Facebook. It is available in multiple languages including English, Spanish, Chinese, French, German, Italian, Portuguese and Japanese.

Integration of Monkey Learn and Xero

MonkeyLearn allows you to embed a webhook from Xero into a predictive model created using the online top. The webhook sends a message in a specific format to a specific URL whenever a new transaction record is created within a specific period. The fplowing Python example shows how to use a webhook from Xero in a predictive model:

# Create a model from dataframe called 'dataframe' # Pass the webhook_url to the model as well as the periodicity of the dataframe # Pass the rest of your parameters for this specific model # In this case we are using a binary classifier but if you wish to use # a multi-class classifier then use multi instead of binary from ml import * from pyspark import SparkContext from pyspark.ml import Pipeline from pyspark.ml.classification import LogisticRegression from pyspark.ml.feature import StringIndexer from pyspark.ml.feature import HashingTF from pyspark.ml.feature import IDF def main(args). spark = SparkContext(. # Create pipeline step1 = Pipeline(stages = [StringIndexer(), HashingTF(inputCp="text", outputCp="features"), LogisticRegression(maxIter=10, regParam=0.1)]. # Add stages step1 = step1.fit(trainData. # Create pipeline step2 = Pipeline(stages=[step1]. return step2 if __name__ == "__main__". print("Here is what your input dataframe should look like:". print(pprint(pyspark.sql("SELECT text FROM xero_training_dataset"). + ". # Load dataframe trainData = sqlContext.createDataFrame(pyspark.sql("SELECT text FROM xero_training_dataset"), [("text", StringType())].toDF(. # Create model model = main(args. # Fit model model = model.fit(trainData. # Evaluate model model.transform(testData.select("prediction".show("Predicted class. ", false)

If you go through the code above, we first create an instance of the SparkContext object and pass it to our main method . We also import all our necessary modules and functions . Next, we create two pipelines which will be used to train and predict our dataframes . All our pipelines are trained on our xero_training_dataset which is exported by Xero . Next, we create an instance of our pipeline with our training dataframe and then call fit on it . After the pipeline has been fit , we can now call transform with another dataframe (in this case our test dataframe . and call transform with another dataframe (in this case our test dataframe . and call transform with another dataframe (in this case our test dataframe . and call transform with another dataframe (in this case our test dataframe . and call predict with our test dataframe . Finally, we display the predicted class along with the actual class .

After evaluating if Xero is integrated into your machine learning model, you can use MonkeyLearn’s Webhooks Integration product to automatically send your predictions into Xero! This means that when new transactions are added in Xero, you will receive notifications with your predictions directly in your CRM!

Benefits of Integration of Monkey Learn and Xero

The benefits of integration between MonkeyLearn and Xero are as fplows:

Faster time to market

Extended functionality on existing capabilities

Reduced costs on maintenance of legacy systems

Increased revenue opportunities due to better customer experience

The process to integrate Monkey Learn and Xero may seem complicated and intimidating. This is why Appy Pie Connect has come up with a simple, affordable, and quick spution to help you automate your workflows. Click on the button below to begin.