Selling-General-and-Administrative Time Series for Sprout Social Inc. Sprout Social, Inc. designs, develops, and operates a web-based social media management platform in the Americas, Europe, the Middle East, Africa, and the Asia Pacific. The company provides cloud software for social messaging, data and workflows in a unified system of record, intelligence, and action. It offers AI-powered solutions, such as publishing and scheduling, social customer care, reporting and analytics, social listening and business intelligence, reputation management, social commerce, influencer marketing, employee advocacy, and automation and workflows. In addition, the company provides smart inbox, comprehensive case management, social customer relationship management, social monitoring and alerts, customer service tools, and automation; and centralized content planning, creation, and publishing, automated scheduling, content performance reporting, suggested content, message approval workflows, publishing permissions and governance, and content and asset libraries. Further, it offers social media; content performance, customer service and team, custom report builder, and reporting API; and market research, brand health, competitive insights, consumer trends, and product feedback; and social commerce, reputation and review management, mobile applications, and chat bot creation and management. Additionally, the company offers professional services consisting of consulting and training services. It serves social and community management; public relations; marketing; influencer marketing; customer service and care; commerce, sales and customer acquisition; recruiting and hiring, product development, and business strategy; and small-and-medium-sized businesses, mid-market companies, enterprises, marketing agencies, government, non-profit, and educational institutions. The company was incorporated in 2010 and is headquartered in Chicago, Illinois.

Total-Cashflows-From-Investing-Activities Time Series for Sprout Social Inc. Sprout Social, Inc. designs, develops, and operates a web-based social media management platform in the Americas, Europe, the Middle East, Africa, and the Asia Pacific. The company provides cloud software for social messaging, data and workflows in a unified system of record, intelligence, and action. It offers AI-powered solutions, such as publishing and scheduling, social customer care, reporting and analytics, social listening and business intelligence, reputation management, social commerce, influencer marketing, employee advocacy, and automation and workflows. In addition, the company provides smart inbox, comprehensive case management, social customer relationship management, social monitoring and alerts, customer service tools, and automation; and centralized content planning, creation, and publishing, automated scheduling, content performance reporting, suggested content, message approval workflows, publishing permissions and governance, and content and asset libraries. Further, it offers social media; content performance, customer service and team, custom report builder, and reporting API; and market research, brand health, competitive insights, consumer trends, and product feedback; and social commerce, reputation and review management, mobile applications, and chat bot creation and management. Additionally, the company offers professional services consisting of consulting and training services. It serves social and community management; public relations; marketing; influencer marketing; customer service and care; commerce, sales and customer acquisition; recruiting and hiring, product development, and business strategy; and small-and-medium-sized businesses, mid-market companies, enterprises, marketing agencies, government, non-profit, and educational institutions. The company was incorporated in 2010 and is headquartered in Chicago, Illinois.

data Source - https://statso.io/instagram-reach-analysis-case-study/

Certainly! Let's conduct a case study on Instagram reach analysis. To make the case study more specific, let's imagine a scenario where a fashion brand called "Fashionista" wants to analyze the reach of their Instagram account over the past six months.

Objective: Analyze the reach of Fashionista's Instagram account and identify trends, patterns, and insights that can help improve their reach and engagement.

Steps for the Instagram Reach Analysis:

1. Data Collection:

   • Gather data from Fashionista's Instagram account for the past six months.
   • Collect metrics such as follower count, post reach, impressions, likes, comments, and engagement rate.
   • Use Instagram's built-in analytics or third-party tools like Iconosquare or Sprout Social to retrieve the necessary data.

2. Define Key Metrics:

   • Identify the key metrics that will help assess the reach of Fashionista's Instagram account.
   • Key metrics may include follower growth rate, average reach per post, total impressions, engagement rate, and engagement per post.

3. Analyze Follower Growth:

   • Plot the follower count over the past six months to observe any trends.
   • Calculate the follower growth rate to understand the rate at which the account is gaining or losing followers.
   • Look for any significant changes in follower count and investigate potential reasons behind those changes.

4. Evaluate Post Reach and Impressions:

   • Analyze the average reach per post and total impressions to understand the reach of Fashionista's content.
   • Identify posts with the highest and lowest reach and compare their characteristics.
   • Look for patterns or themes that resonate well with the audience and those that underperform.

5. Assess Engagement:

   • Calculate the average engagement rate and compare it across different types of content (e.g., images, videos, stories, reels).
   • Identify posts with the highest engagement rate and analyze their content, captions, and hashtags.
   • Look for patterns or elements that encourage higher engagement from the audience.

6. Identify Optimal Posting Times:

   • Analyze the data to identify the days and times when Fashionista's posts receive the highest reach and engagement.
   • Experiment with posting at different times and measure the impact on reach and engagement.

7. Monitor Competitors:

   • Analyze the reach and engagement of Fashionista's competitors' Instagram accounts.
   • Identify strategies or content types that work well for competitors and consider adopting similar approaches if relevant.

8. Generate Insights and Recommendations:

   • Summarize the findings from the analysis and identify key insights and trends.
   • Recommend strategies to improve Fashionista's Instagram reach based on the insights obtained.
   • Provide actionable recommendations such as optimizing content, using relevant hashtags, collaborating with influencers, or running Instagram ads.

By conducting a thorough analysis of Fashionista's Instagram reach, you'll gain valuable insights into their audience's behavior, content performance, and engagement patterns. These insights can help guide future content strategies and optimize reach and engagement on Instagram.