Data Analytics

Introduction

Data Analytics is the data analysis feature of REDnote Account Nurturing Tool, recording and displaying all growth operation data in real-time, helping you understand growth effectiveness and optimize growth strategies.

Core Features

📊 Real-time Statistics

• Real-time recording of each growth operation data
• Automatic aggregation of various metrics
• Support categorized viewing of different growth types

📈 Multi-dimensional Data

• Browse, like, bookmark, comment, follow operation statistics
• Growth duration recording
• Execution status tracking

🔍 Detailed Records

• Complete execution log for each growth session
• Specific operation details
• Exception situation records

Data Types

Explore Page Growth Statistics

Displays execution data for all Explore Page Growth plans:

Overview Data Cards

• Total Browsed: Cumulative posts browsed
• Total Likes: Cumulative likes given
• Total Bookmarks: Cumulative bookmarks
• Total Follows: Cumulative users followed
• Total Comments: Cumulative comments sent
• Total Duration: Cumulative execution time

Execution Record List Each record contains:

• Growth plan name
• Execution time
• Execution status (Success/Failed/In Progress)
• Browse count
• Interaction data (Likes/Bookmarks/Comments/Follows)
• Execution duration

Comment Section Growth Statistics

Displays execution data for all Comment Section Growth plans:

Overview Data Cards

• Total Browsed: Cumulative comments processed
• Total Likes: Cumulative comment likes
• Total Replies: Cumulative comment replies
• Total Follows: Cumulative users followed
• Total Collected: Cumulative users collected
• Total Duration: Cumulative execution time

Execution Record List Each record contains:

• Growth plan name
• Execution time
• Execution status
• Posts processed
• Interaction data (Likes/Replies/Follows/Collections)
• Execution duration

Profile Page Growth Statistics

Displays execution data for all Profile Page Growth plans:

Overview Data Cards

• Total Visits: Cumulative user profiles visited
• Total Browsed: Cumulative posts browsed
• Total Likes: Cumulative likes given
• Total Bookmarks: Cumulative bookmarks
• Total Comments: Cumulative comments sent
• Total Follows: Cumulative users followed
• Total Duration: Cumulative execution time

Execution Record List Each record contains:

• Growth plan name
• Execution time
• Execution status
• Users visited
• Posts browsed
• Interaction data
• Execution duration

Tutorial

View Overview Data

1. Click "Data Analytics" in left menu
2. Default shows Explore Page Growth statistics
3. Top displays aggregated data cards
4. Bottom shows detailed execution record list

Switch Data Types

On data analytics page, switch between different growth type data:

[Explore Page Growth] [Comment Section Growth] [Profile Page Growth]

Click corresponding tab to view that type's statistics.

View Execution Details

1. Find target record in execution record list
2. Click "View Details" button
3. Enter details page to view:
   • Specific operation list
   • Execution time for each operation
   • Operation results and status
   • Exception information (if any)

Data Filtering and Sorting

Time Filter

• Today
• Last 7 days
• Last 30 days
• Custom date range

Status Filter

• All
• Success
• Failed
• In Progress

Sort Options

• Execution time (Latest/Earliest)
• Browse count (Most/Least)
• Execution duration (Longest/Shortest)

Metric Explanations

Execution Status

Success

• Task completed normally
• Reached set goal or duration
• No serious errors

Failed

• Task abnormally interrupted
• Network error
• Page load failure
• Account anomaly

In Progress

• Task currently executing
• Real-time data updates

Key Metrics

Browse Count

• Explore Page: Number of posts browsed
• Comment Section: Number of comments processed
• Profile Page: Number of user works browsed

Interaction Rate

• Like rate = Likes / Browses
• Bookmark rate = Bookmarks / Browses
• Comment rate = Comments / Browses
• Follow rate = Follows / Browses

Execution Efficiency

• Average browses per minute
• Average interactions per minute
• Average duration per execution

Data Application

Effectiveness Evaluation

Through data analytics you can evaluate:

• Growth plan execution status
• Actual execution rate of interactions
• Growth time utilization efficiency
• Exception occurrence frequency

Strategy Optimization

Adjust growth strategy based on data:

• Adjust interaction probability settings
• Optimize execution time arrangement
• Improve comment content quality
• Select better target users

Problem Troubleshooting

Troubleshoot issues through detailed logs:

• View failure reasons
• Analyze exception patterns
• Locate specific errors
• Optimize execution flow

Data Export

Export Formats (In Development)

• CSV format: Suitable for Excel analysis
• JSON format: Suitable for program processing
• PDF report: Suitable for presentation

Export Content

• Aggregated data
• Detailed records
• Trend charts
• Custom time range

Notes

Data Storage

• Data saved in local browser
• Clearing browser data will lose records
• Recommend regular export backup

Privacy Protection

• Don't record specific post content
• Don't save user privacy information
• Only record operation statistics

Performance Optimization

• Too much historical data may affect performance
• Recommend regular cleanup of old data
• Keep last 3 months of data

Common Questions

Q: What if data statistics are inaccurate?

A: Ensure growth tasks complete normally, interrupted tasks may have incomplete data.

Q: Can I delete historical records?

A: Can delete single records on details page, or batch clean historical data in settings.

Q: Will data sync to cloud?

A: Currently data only saved locally, cloud sync in development.

Q: How to view long-term trends?

A: Select time range on statistics page to compare data from different periods.

Next Steps

• View Explore Page Growth for specific features
• View Comment Section Growth for specific features
• View Profile Page Growth for specific features