# Instruction
- You are an expert in cleaning process data descriptions. Given a task, you are provided with a set of annotation description
data for a certain visual LLM related to human user operation videos. Plus, You are provided with full trace of playwright action,
whic includes action and url before and after the action.
- You need to analyze all the descriptive data and ultimately summarize a complete and reasonable user operation description that can accomplish the given task.
- For each strategy, give a clear list of the low level action sequence.

# Task
Tell me the name of the customer who has the most cancellations in the history

# Annotation description
## Part 1
### Step-by-Step Actions:

#### 1. **Action:** I click on the "Reports" menu item in the left sidebar.
   - **Page Changes:** The page transitions to display a dropdown menu under the "Reports" section, revealing various report categories such as "Marketing," "Sales," "Customers," "Products," and "Statistics."
   - **Possible Purpose:** The likely intent is to access specific reports for analysis or monitoring purposes. By opening the "Reports" menu, I am preparing to select a particular type of report.

#### 2. **Action:** I hover over the "Sales" category within the expanded "Reports" dropdown menu.
   - **Page Changes:** Submenu items under "Sales" become visible, including options like "Orders," "Tax," "Invoiced," "Shipping," "Refunds," "Coupons," "PayPal Settlement," and "Braintree Settlement."
   - **Possible Purpose:** Hovering over "Sales" indicates an intention to explore sales-related data. This action narrows down the focus to specific financial or transactional reports.

#### 3. **Action:** I click on the "Orders" option under the "Sales" category.
   - **Page Changes:** The webpage navigates to the "Order Count Report" page. This new page includes elements such as date filters ("From" and "To"), a "Show By" dropdown (with options like Day, Month, Year), and buttons for "Refresh" and "Export." A table is present but displays a message: "We can't find records for this period."
   - **Possible Purpose:** The goal is to view detailed order data. Selecting "Orders" suggests a need to analyze order counts or trends over a specified time frame.

#### 4. **Action:** I observe the "Order Count Report" page.
   - **Page Changes:** No further changes occur; the page remains static with the message indicating no records found.
   - **Possible Purpose:** The purpose of this observation is to confirm the current state of the order data. It may be necessary to adjust the date range or other filters to find relevant records.

### Summary:
- **Initial Action:** I accessed the "Reports" menu to explore available report options.
- **Subsequent Action:** I specifically targeted the "Sales" category and selected "Orders" to view the "Order Count Report."
- **Final State:** I ended up on the "Order Count Report" page, which currently shows no records for the default or selected period. The actions suggest a focused attempt to retrieve and analyze sales order data.

---

## Part 2
### Step-by-Step Actions in the Video Segment

#### 1. **Action:** I click on the "Orders" option under the "Sales" category in the Reports menu.
   - **Page Changes:** The page transitions to the "Orders Report" section.
   - **Possible Purpose:** The likely intent is to access detailed information about orders, such as order status, periods, and other relevant filters for analysis.

#### 2. **Action:** I click on the "Order Total" link under the "Customers" category in the Reports menu.
   - **Page Changes:** The page changes to display the "Order Total Report."
   - **Possible Purpose:** The purpose is to view a summary of the total order amounts, which can be useful for financial analysis or understanding customer spending patterns.

#### 3. **Action:** I click on the "Order Count" link under the "Customers" category in the Reports menu.
   - **Page Changes:** The page transitions to the "Order Count Report."
   - **Possible Purpose:** The goal is to analyze the number of orders placed within a specific timeframe, which helps in assessing sales volume and customer activity.

#### 4. **Action:** I click on the "Show Report" button located at the top right corner of the "Order Count Report" page.
   - **Page Changes:** The report is generated and displayed on the screen. However, it shows "We can’t find records for this period," indicating no data is available for the specified criteria.
   - **Possible Purpose:** The intention is to generate and view the report based on the current filter settings to analyze order frequency. The absence of data suggests that either the filters are too restrictive or there are no orders within the selected period.

### Summary
In this video segment, I navigate through different sections of the Reports menu, specifically focusing on sales-related reports. I sequentially access the "Orders Report," "Order Total Report," and "Order Count Report." Each action aims to retrieve specific types of sales data for analysis. The final step involves generating the "Order Count Report," but it results in no data being found for the given criteria. This sequence demonstrates a methodical approach to exploring various facets of sales data within the platform.

---

## Part 3
### Step-by-Step Actions:

1. **Action:** I click on the "From" date field.
   - **Page Changes:** A date picker calendar appears, allowing me to select a start date.
   - **Possible Purpose:** The likely intent is to set a specific start date for the order count report.

2. **Action:** I select the date "8/24/23" from the calendar.
   - **Page Changes:** The "From" date field updates to display "8/24/23".
   - **Possible Purpose:** This action specifies the beginning of the date range for the report.

3. **Action:** I click on the "To" date field.
   - **Page Changes:** Another date picker calendar appears, this time for selecting an end date.
   - **Possible Purpose:** The intention is to set an end date to define the full date range for the report.

4. **Action:** I select the date "09/24/2023" from the calendar.
   - **Page Changes:** The "To" date field updates to display "09/24/2023".
   - **Possible Purpose:** This finalizes the date range for the report, ensuring it covers the desired period.

5. **Action:** I click on the "Show By" dropdown menu.
   - **Page Changes:** A list of options appears, including "Day," "Month," and "Year."
   - **Possible Purpose:** The goal is to choose how the data in the report will be aggregated and displayed.

6. **Action:** I select "Year" from the dropdown menu.
   - **Page Changes:** The "Show By" field updates to "Year," and the report table adjusts to reflect yearly data aggregation.
   - **Possible Purpose:** This choice aims to view the order count data on a yearly basis, providing a broader overview.

7. **Action:** I click the "Refresh" button.
   - **Page Changes:** The report table updates, but it displays a message: "We can't find records for this period."
   - **Possible Purpose:** The intent is to generate and display the report based on the selected criteria. However, no data is found for the specified year.

### Summary:
In this video segment, I interact with the Order Count Report page by setting a date range from "8/24/23" to "09/24/2023" and choosing to display the data by year. After refreshing the report, it indicates that no records are available for the selected period. Each action is performed to customize and generate the report according to specific requirements, though the result shows no data for the given parameters.

---

## Part 4
### Step-by-Step Actions in the Video Segment

#### 1. **Action:** I click on the date field labeled "From:" which currently displays "08/24/2023".
   - **Page Changes:** A date picker modal appears, allowing me to select a new start date.
   - **Possible Purpose:** The likely intent is to change the start date for the order count report to a different value.

#### 2. **Action:** I navigate within the date picker modal and select a new date: "09/01/2001".
   - **Page Changes:** The "From:" field updates to display the newly selected date "09/01/2001".
   - **Possible Purpose:** The purpose is to set a specific start date for generating the order count report, possibly for historical data analysis.

#### 3. **Action:** I click on the "Refresh" button located near the date fields.
   - **Page Changes:** The page reloads the order count report based on the new date range ("09/01/2001" to "09/24/2023").
   - **Possible Purpose:** The intent is to update the report data according to the modified date parameters.

#### 4. **Action:** I observe the updated report.
   - **Page Changes:** The report now displays a message: "We can't find records for this period." under the "Total" row.
   - **Possible Purpose:** The purpose of this action is to verify the results of the refreshed report with the new date range.

#### 5. **Action:** I hover over the "Scope:" dropdown menu, which currently shows "All Websites".
   - **Page Changes:** A dropdown list appears, showing options such as "Main Website" and "Main Website Store".
   - **Possible Purpose:** The intent is to explore or potentially change the scope of the report to a specific website or store view.

#### 6. **Action:** I click on the "Default Store View" option in the "Scope:" dropdown menu.
   - **Page Changes:** The scope changes to "Default Store View", and the report updates accordingly.
   - **Possible Purpose:** The purpose is to refine the report's scope to focus on a particular store view rather than all websites.

#### 7. **Action:** I click on the "Refresh" button again.
   - **Page Changes:** The page reloads the order count report based on the new scope ("Default Store View") and the existing date range.
   - **Possible Purpose:** The intent is to update the report data according to the modified scope settings.

#### 8. **Action:** I observe the updated report.
   - **Page Changes:** The report still displays the message: "We can't find records for this period." under the "Total" row.
   - **Possible Purpose:** The purpose is to verify if changing the scope affects the availability of records within the specified date range.

### Summary
In this video segment, I perform a series of actions to modify the date range and scope of an "Order Count Report" in a Magento admin panel. Despite these changes, the report indicates no available records for the specified parameters. Each step is methodically executed to explore different configurations of the report settings.

---

## Part 5
### Step-by-Step Actions in the Provided Video Segment

#### 1. **Action**: I click on the "Reports" menu item in the left sidebar.
   - **Page Changes**: The page transitions to display a modal window titled "Reports," which lists various report categories such as Marketing, Sales, Customers, Products, and Business Intelligence.
   - **Possible Purpose**: The likely intent is to access detailed reports for analysis or monitoring specific metrics within the Magento platform.

#### 2. **Action**: I hover over the "Products" category within the "Reports" modal.
   - **Page Changes**: No immediate change occurs, but the "Products" category becomes highlighted, indicating it is selectable.
   - **Possible Purpose**: This action suggests an intention to explore product-related reports, possibly to gain insights into product performance.

#### 3. **Action**: I click on the "Bestsellers" option under the "Products" category.
   - **Page Changes**: A new page or section loads, specifically focusing on bestseller products. This section may include details like product names, sales quantities, and revenue generated.
   - **Possible Purpose**: The goal is to identify top-performing products based on sales data, which can inform inventory management, marketing strategies, or product promotions.

#### 4. **Action**: I scroll down slightly to view more content within the "Bestsellers" report.
   - **Page Changes**: Additional rows of data become visible, providing a more comprehensive view of the best-selling products.
   - **Possible Purpose**: To review a broader range of products and their sales figures, ensuring a thorough understanding of current sales trends.

#### 5. **Action**: I click on the "Export" button located at the top-right corner of the "Bestsellers" report.
   - **Page Changes**: A dropdown menu appears with options such as "CSV" and "Total."
   - **Possible Purpose**: The intention is to export the bestseller data for offline analysis, record-keeping, or sharing with other stakeholders.

#### 6. **Action**: I select the "CSV" option from the dropdown menu.
   - **Page Changes**: The system initiates the download of a CSV file containing the bestseller report data.
   - **Possible Purpose**: To save the report in a format that can be easily opened in spreadsheet software for further analysis, manipulation, or archiving.

### Summary
In this video segment, I navigate through the Magento platform to access and analyze the "Bestsellers" report. My actions include selecting the appropriate menu items, viewing the report details, and exporting the data for additional use. Each step is performed methodically to gather and utilize sales data effectively.

---

## Part 6
### Step-by-Step Actions in the Video Segment

#### 1. **Action**: I click on the "Reports" menu item in the left sidebar.
   - **Page Changes**: The page transitions to display a dropdown menu under the "Reports" section, revealing various report categories such as "Marketing," "Business Intelligence," "Sales," "Customers," and "Reviews."
   - **Possible Purpose**: The likely intent is to access detailed reports for analysis or monitoring specific metrics related to the store's performance.

#### 2. **Action**: I hover over the "Business Intelligence" category within the dropdown menu.
   - **Page Changes**: Subcategories under "Business Intelligence" become visible, including "Products," "Orders," "Invoiced," "Shipping," "Refunds," "Coupons," "PayPal Settlement," and "Braintree Settlement."
   - **Possible Purpose**: This action suggests an intention to explore more detailed business intelligence reports, possibly to gain insights into sales, orders, or financial transactions.

#### 3. **Action**: I click on the "Orders" subcategory under "Business Intelligence."
   - **Page Changes**: The page navigates to the "Orders" report section. Here, options like "Order Total," "Order Count," "Show By," "Year," "New," "Refresh," and "Export" are displayed.
   - **Possible Purpose**: The goal is to view and analyze order-related data, which could be useful for understanding sales trends, customer behavior, or operational efficiency.

#### 4. **Action**: I click on the "Go to Advanced Reporting" link located near the top-right corner of the page.
   - **Page Changes**: The page transitions to an advanced reporting interface, which appears to offer more detailed and customizable report options.
   - **Possible Purpose**: This action indicates a need for more sophisticated analytics tools, possibly to drill down into specific data segments or to generate custom reports for deeper insights.

#### 5. **Action**: I scroll down slightly to view more content on the advanced reporting page.
   - **Page Changes**: Additional sections of the page become visible, including tables with customer data, order details, and other relevant metrics.
   - **Possible Purpose**: The scrolling action is likely intended to review more comprehensive data or to locate specific information within the advanced reporting interface.

### Summary
In this video segment, I navigate through the "Reports" menu to access and analyze order-related business intelligence data. My actions include selecting specific report categories, transitioning to advanced reporting features, and reviewing detailed metrics. The sequence suggests a focus on gaining detailed insights into order performance and customer behavior.

---

## Part 7
### Step-by-Step Actions:

1. **Action:** I hover over the "Customers" menu item in the left sidebar.
   - **Page Changes:** No immediate changes occur on the page; the menu remains static until further interaction.
   - **Possible Purpose:** The likely intent is to access customer-related functionalities or data within the system.

2. **Action:** I click on the "Customers" menu item in the left sidebar.
   - **Page Changes:** A dropdown menu appears under the "Customers" menu item, revealing additional options such as "All Customers," "Online Customers," "Customer Groups," "CustomAttributes," and "Tags."
   - **Possible Purpose:** The purpose is to explore more specific customer management features or data available under the broader "Customers" category.

3. **Action:** I move the cursor over the "All Customers" option in the dropdown menu.
   - **Page Changes:** There are no visual changes other than the cursor highlighting the "All Customers" option.
   - **Possible Purpose:** This action suggests an intention to view a comprehensive list of all customers managed within the system.

4. **Action:** I click on the "All Customers" option in the dropdown menu.
   - **Page Changes:** The main content area of the webpage updates to display a new section titled "Customers." This section includes tabs for "Bestsellers," "Most Viewed Products," "New Customers," and "Customers." Additionally, there is a table listing customer names, order quantities, and total amounts spent.
   - **Possible Purpose:** The goal is to access detailed information about all customers, including their purchase history and spending patterns, which can be useful for analysis or management purposes.

5. **Action:** I scroll slightly down the page.
   - **Page Changes:** The visible portion of the page shifts downward, revealing more of the customer data table and additional interface elements like "Go to Advanced Reporting" and "Reload Data" buttons.
   - **Possible Purpose:** The intent is to review more extensive customer data or to locate specific features or options that may be positioned lower on the page.

6. **Action:** I hover over the "Go to Advanced Reporting" button.
   - **Page Changes:** The button becomes highlighted, indicating it is interactive and ready to be clicked.
   - **Possible Purpose:** This suggests an intention to access more detailed or customizable reporting features related to customer data.

7. **Action:** I click on the "Go to Advanced Reporting" button.
   - **Page Changes:** The page transitions to a new section focused on advanced reporting functionalities. This section likely offers more sophisticated tools for analyzing customer data, though the exact details of this new page are not described in this segment.
   - **Possible Purpose:** The aim is to utilize advanced analytical tools to gain deeper insights into customer behavior, trends, or performance metrics. 

### Summary:
In this video segment, I navigate through the "Customers" menu to access detailed customer data and then proceed to advanced reporting features. Each step is methodical, focusing on progressively obtaining more granular and analytical views of customer information. The actions are driven by the need to manage, analyze, and potentially optimize customer-related data within the system.

# Playwright action
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    "idx": 28,
    "action_repr": "frame.clickget_by_role(\"link\", name=\"\ue603 Customers\")",
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    "action_uid": "label_Show By:",
    "idx": 14,
    "action_repr": "frame.selectOptionget_by_label(\"Show By:\")",
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    "action_uid": "link_1",
    "idx": 21,
    "action_repr": "frame.clickget_by_role(\"link\", name=\"1\", exact=True)",
    "before": {
      "url": "http://ec2-3-133-227-75.us-east-2.compute.amazonaws.com:7780/admin/reports/report_customer/orders/filter/cmVwb3J0X3RvPTA5JTJGMjQlMkYyMDIzJnJlcG9ydF9wZXJpb2Q9eWVhcg==/form_key/ryRSnhD1Wzkxi8pd/"
    },
    "after": {
      "url": "http://ec2-3-133-227-75.us-east-2.compute.amazonaws.com:7780/admin/reports/report_customer/orders/filter/cmVwb3J0X3RvPTA5JTJGMjQlMkYyMDIzJnJlcG9ydF9wZXJpb2Q9eWVhcg==/form_key/ryRSnhD1Wzkxi8pd/"
    }
  },
  {
    "action_uid": "button_All Websites",
    "idx": 24,
    "action_repr": "frame.clickget_by_role(\"button\", name=\"All Websites\")",
    "before": {
      "url": "http://ec2-3-133-227-75.us-east-2.compute.amazonaws.com:7780/admin/reports/report_customer/orders/filter/cmVwb3J0X2Zyb209MDklMkYxJTJGMjAwMSZyZXBvcnRfdG89MDklMkYyNCUyRjIwMjMmcmVwb3J0X3BlcmlvZD15ZWFy/form_key/ryRSnhD1Wzkxi8pd/"
    },
    "after": {
      "url": "http://ec2-3-133-227-75.us-east-2.compute.amazonaws.com:7780/admin/reports/report_customer/orders/filter/cmVwb3J0X2Zyb209MDklMkYxJTJGMjAwMSZyZXBvcnRfdG89MDklMkYyNCUyRjIwMjMmcmVwb3J0X3BlcmlvZD15ZWFy/form_key/ryRSnhD1Wzkxi8pd/"
    }
  },
  {
    "action_uid": "link_\ue604 Dashboard",
    "idx": 26,
    "action_repr": "frame.clickget_by_role(\"link\", name=\"\ue604 Dashboard\")",
    "before": {
      "url": "http://ec2-3-133-227-75.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/"
    },
    "after": {
      "url": "http://ec2-3-133-227-75.us-east-2.compute.amazonaws.com:7780/admin/reports/report_customer/orders/filter/cmVwb3J0X2Zyb209MDklMkYxJTJGMjAwMSZyZXBvcnRfdG89MDklMkYyNCUyRjIwMjMmcmVwb3J0X3BlcmlvZD15ZWFy/form_key/ryRSnhD1Wzkxi8pd/"
    }
  },
  {
    "action_uid": "link_The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Customers",
    "idx": 27,
    "action_repr": "frame.clickget_by_role(\"link\", name=\"The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Customers\")",
    "before": {
      "url": "http://ec2-3-133-227-75.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/"
    },
    "after": {
      "url": "http://ec2-3-133-227-75.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/"
    }
  },
  {
    "action_uid": "link_\ue602 Content",
    "idx": 29,
    "action_repr": "frame.clickget_by_role(\"link\", name=\"\ue602 Content\")",
    "before": {
      "url": "http://ec2-3-133-227-75.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/"
    },
    "after": {
      "url": "http://ec2-3-133-227-75.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/"
    }
  }
]

# Output format
- 先总结整个任务的Objective，然后按照Strategy-SubStrategy-action三级层次来给出整个过程，
- 接着给出整个操作流程后的观察和有趣的发现，最后严格按照json格式输出三级层次的过程描述。
- 最后的输出json应该是包在```{json}```之间，最底层动作需要包含描述、对应的playwright动作指令顺序编号，以及具体指令内容。

# Example
### Complete User Operation Description to Display Labeled Issues in kkroening/ffmpeg-python

**Objective:** Filter and display all issues labeled as "question" in the kkroening/ffmpeg-python repository.

---

#### **Strategy 1: Navigate to the Repository**
**Low-Level Action Sequence:**
1. **Search for the user "kkroening"**
   - Click the global search bar (placeholder: "Search GitLab").
   - Type "kkroening" and press `Enter`.
2. **Select the user from results**
   - Click the "Users" tab in search results.
   - Click on "Karl Kroening @kkroening" in the user list.
3. **Access the repository**
   - Navigate to the "Personal projects" section.
   - Click on the "ffmpeg-python" project.

---

#### **Strategy 2: Filter Issues by Label**
**Low-Level Action Sequence:**
1. **Open the Issues tab**
   - Scroll to the left sidebar menu.
   - Click the "Issues" tab (displaying the count, e.g., "Issues 402").
2. **Apply label filtering**
   - Click the search/filter bar in the issues list.
   - Select the "Label" dropdown from the filter options.
   - Type or select "question" from the label dropdown.
   - Click the search/apply button to confirm the filter.

---

#### **Final Oberservation**
The issues list will refresh to show only issues with the "question" label. The URL will reflect the filter:
`.../ffmpeg-python/-/issues/?label_name[]=question`.

---

### Key Observations from Playwright Trace
- The final URL after filtering:
  `http://ec2-3-135-39-80.../ffmpeg-python/-/issues/?label_name%5B%5D=question`
  confirms the "question" label filter is applied.
- Critical interactions include selecting the "Label" dropdown and explicitly choosing "question" to refine results.

### Final output
```json
[{
  "strategy" : "Navigate to the Repository",
  "substrategies": [
    {
      "substrategy": "Search for the user \"kkroening\"",
      "actions" : [
        {
          "description": "Click the global search bar (placeholder: \"Search GitLab\"). ",
          "playwright_idx" : 18,
          "playwright_instruction" : "frame.pressget_by_placeholder(\"Search GitLab\")Enter"
        }
      ]
    },
    {
      "substrategy": "Select the user from results",
      "actions" : [
      ]
    }
  ]
},
{
  "strategy" : "Filter Issues by Label",
  "substrategies" : [
  ]
}]
```