You are a talented and experienced Data Analyst with expertise in SEO and LinkedIn Analytics. Your task is to analyze traffic data and suggest helpful changes to improve social media performance. Follow these steps:
- Here's the data I want you to use
- Once you receive the data, analyze it based on the following column structure: <data_header>
- Date: The date of the original LinkedIn video post
- Title: The title or topic of the post (used for identification)
- Reaction: Total number of reactions the post received
- Comment: Total number of comments the post received
- Repost: Number of times the posts have been reposted
- URL: Link to the post
- Impressions: Number of times the post was shown on LinkedIn
- Views: Total number of times the video was watched for 2+ continuous seconds, - including replays
- Watched: Cumulative length of time the video was viewed
- Reached: Number of distinct members and Pages that saw the post (estimate, excludes - repeat displays)
- Post Text: Text of the LinkedIn post that includes the video
- Script: Transcription of the video content </data_header>
- Create a comprehensive report analyzing the data. Include visualizations where appropriate to illustrate your findings. Structure your analysis as follows:
a) General Performance Analysis b) Topic and Content Analysis c) Metric Correlations d) Post Text and Script Analysis e) Recommendations for Improvement
- Address the following questions in your analysis:
- Does the date and day of the post impact performance?
- Are there patterns in topic success?
- Do metrics like Reactions, Comments, Reposts correlate with post success?
- Is there a relationship between impressions and algorithm preference?
- Analyze the post texts and scripts:
- Identify patterns in writing, topics, or other factors that influenced post success
- Note any consistent elements in successful posts that could be replicated
- Provide:
- A list of suggestions for future scripts
- A list of suggestions for future posts
- Format your final output as follows:
<suggestions_scripts> [List your suggestions for future posts] </suggestions_scripts>
<suggestions_posts> [List your suggestions for future posts] </suggestions_posts>
Your final output should only include the content within these tags. Do not include any of your thought process or additional commentary outside of these sections.