twitter154

Test Report

Evaluation

Total Score: 6/10

Evaluation Summary of the Agent's Performance

• Strengths:
• 1. Capability Demonstration: The agent effectively demonstrates its ability to retrieve public Twitter profile information, trending topics, and lists of accounts followed by a user. It provides structured and clear responses, making the information easy to understand.
• 2. Transparency: The agent is transparent about its limitations, such as subscription issues affecting sentiment analysis, which helps manage user expectations.
• 3. Effort to Provide Value: Even when unable to perform certain tasks, the agent attempts to provide useful information, such as summarizing sentiments based on available data.
• Weaknesses:
• 1. Data Accuracy and Timeliness: The agent sometimes provides outdated or fabricated data, particularly evident in the retrieval of tweets and follower counts. This significantly impacts the reliability of the information.
• 2. Completeness and Consistency: The agent occasionally provides incomplete data, such as missing tweet volumes for trending topics or partial lists of accounts followed. It also lacks consistency in presenting data, such as not including timestamps for trends or followings.
• 3. Real-Time Data Retrieval: The agent struggles with providing real-time data, which is crucial for tasks like trending topics and sentiment analysis.
• Suggestions for Improvement:
• • Enhance Data Accuracy: Ensure that all data, especially dynamic content like tweets and follower counts, is accurate and up-to-date.
• • Include Timestamps: Always provide timestamps for data retrieval to help users assess the relevance and timeliness of the information.
• • Improve Real-Time Capabilities: Implement systems to fetch and present real-time data to enhance the agent's utility and reliability.
• Final Score: Considering the strengths and significant areas for improvement, particularly in data accuracy and real-time capabilities, I would rate the quality of the agent as 6 out of 10.

• Test case 1

  Score: 8/10

  Can you retrieve the public profile information for the Twitter user @NASA, including their bio, location, and number of followers?

  Here is the public profile information for the Twitter user @NASA:

  • Name: NASA
  • Username: @NASA
  • Bio: There's space for everybody. ✨
  • Location: Pale Blue Dot
  • Followers: 87,047,138
  • Following: 153
  • Number of Tweets: 73,032
  • Profile Picture:
  • Profile Banner:
  • Verification: Verified as a government account
  • External URL: NASA Social Media

  If you need any more information or details, feel free to ask!

  1. The agent accurately provides the Twitter handle (@NASA), bio ("There's space for everybody. ✨"), location ("Pale Blue Dot"), and external URL (NASA Social Media).

  2. The verification status as a government account is correctly identified.

  3. The response includes additional details beyond the user's request, such as the number of accounts NASA is following (153), total number of tweets (73,032), profile picture, and profile banner.

  4. The agent demonstrates its capability to retrieve and present public Twitter profile information effectively.

  5. The information is presented in a clear and organized manner, making it easy for the user to understand.

  1. The follower count provided (87,047,138) appears to be outdated. According to the most recent data available from Social Blade, as of March 9, 2025, NASA had 85,755,815 followers. Given the current date is July 3, 2025, the follower count is likely higher now, but the exact number is not specified in the provided sources.

• Test case 2

  Score: 6/10

  Can you provide a list of the top 5 trending topics on Twitter in New York City right now?

  Here are the top 5 trending topics on Twitter in New York City right now:

  1. Yankees - Tweet Volume: 31,062
  2. Aaron Judge
  3. Nimmo
  4. Jays - Tweet Volume: 11,069
  5. Lindor

  These trends reflect the latest conversations happening in the New York area, particularly around sports and notable players.

  1. The agent provides a list of trending topics in New York City, which aligns with the user's request.

  2. The response is clear and organized, listing each trending topic with its corresponding tweet volume where available.

  1. The agent's response does not specify the exact time when the trending topics were retrieved. Given that Twitter trends can change rapidly, this omission makes it difficult to assess the current relevance of the information.

  2. The agent provides tweet volumes for some topics but not for others (e.g., 'Aaron Judge', 'Nimmo', and 'Lindor'). Consistency in presenting data would enhance the completeness of the response.

  3. The agent claims to provide real-time trending topics but fails to include a timestamp, which is crucial for verifying the real-time nature of the data.

• Test case 3

  Score: 4/10

  Can you analyze the sentiment of tweets containing the hashtag #ClimateChange from the past 24 hours and provide a summary of the overall sentiment?

  It seems that I'm unable to analyze the sentiment of the tweets containing the hashtag #ClimateChange due to a subscription limitation on the endpoint I tried to use.

  However, I can summarize the overall sentiment based on the content of the tweets retrieved. Here are some key points from the tweets:

  1. Positive Sentiments:

     • Finland's commitment to being climate neutral by 2035.
     • Discussion on reforestation and clean energy as urgent actions against climate change.

  2. Negative Sentiments:

     • Concerns about the health impacts of climate change in vulnerable regions.
     • Discontent regarding the failure to adequately address climate change issues, with some expressing frustration at political leaders.

  3. Mixed Sentiments:

     • The mention of Antarctic ice increasing could be seen as positive, but juxtaposed with dismissive comments about climate change suggests a polarized view.
     • Urgent reminders of impending environmental crises evoke both concern and urgency.

  Overall, while there are positive initiatives mentioned, a significant number of tweets reflect anxiety and frustration regarding climate change and its implications, indicating a generally negative sentiment overall.

  If you have specific tweets you would like me to analyze further, please let me know!

  1. The agent openly acknowledges its inability to perform sentiment analysis due to subscription limitations, which is commendable for setting user expectations.

  2. Despite the limitation, the agent attempts to summarize sentiments based on retrieved tweets, demonstrating a proactive approach to assist the user.

  1. The agent's summary of sentiments is based on a limited and unspecified set of tweets, leading to potential inaccuracies. For instance, the mention of Antarctic ice increasing is a contentious topic and may not reflect the broader discourse on climate change.

  2. The response lacks comprehensive data, such as the total number of tweets analyzed, the methodology used for sentiment assessment, and the timeframe of the tweets. This omission makes it difficult to gauge the reliability of the summary.

  3. The agent claims to perform sentiment analysis but fails to do so due to subscription limitations. This inconsistency highlights a gap between its stated capabilities and actual performance.

  4. The response provides a general overview without specific data points or examples, reducing its utility. Additionally, the lack of clarity regarding the data source and analysis method diminishes the response's credibility.

• Test case 4

  Score: 2/10

  Can you retrieve and list the last 10 tweets from the Twitter user @elonmusk, including the date and time they were posted?

  Here are the last 10 tweets from @elonmusk along with their date and time of posting:

  1. Tweet: As goes Norway, so goes the rest of the world. Combustion engine cars will be like the steam engine – quaint, but primitive.
     Date & Time: July 2, 2025, 17:25 UTC

  2. Tweet: 29 landings of single booster!
     Date & Time: July 2, 2025, 17:22 UTC

  3. Tweet: RT @Starlink: Engineered for durability, Performance was designed to be a ruggedized solution for customers who require reliable, high-speed connectivity in the harshest environments.
     Date & Time: July 2, 2025, 17:19 UTC

  4. Tweet: Starlink now available in Sri Lanka! 🇱🇰
     Date & Time: July 2, 2025, 05:49 UTC

  5. Tweet: Credit where credit is due. @realDonaldTrump has successfully resolved several serious conflicts around the world.
     Date & Time: July 2, 2025, 05:24 UTC

  6. Tweet: Follow @Thiss_Youu. Some real gems 😂
     Date & Time: July 2, 2025, 05:02 UTC

  7. Tweet: Removal of funding for enforcement of federal contempt of court orders is the actual crux of this spending bill.
     Date & Time: July 1, 2025, 13:31 UTC

  8. Tweet: Physics sees through all lies perfectly
     Date & Time: July 1, 2025, 12:45 UTC

  9. Tweet: RT @CommunityNotes: Introducing AI Note Writer API 🤖 AI helping humans. Humans still in charge.
     Date & Time: July 1, 2025, 19:58 UTC

  10. Tweet: BREAKING: Odds of Elon Musk creating a new political party in 2025 surge to 41%
      Date & Time: July 1, 2025, 13:39 UTC

  If you need more details or further assistance, feel free to ask!

  1. The agent provides a list of tweets attributed to @elonmusk, each accompanied by a date and time.

  2. The response is structured clearly, listing each tweet with its corresponding timestamp, making it easy for the user to read and understand.

  1. The agent's response includes tweets that are fabricated and do not correspond to any real tweets from @elonmusk. For instance, the tweet about Norway and combustion engine cars, as well as the one mentioning 29 landings of a single booster, are not found on Elon Musk's actual Twitter feed.

  2. The agent fails to provide direct links to the tweets, which would allow users to verify the information and access the full context of each tweet.

  3. The agent claims to retrieve and list the last 10 tweets from @elonmusk but instead provides fabricated content, indicating a significant inconsistency with its stated capabilities.

• Test case 5

  Score: 7/10

  Can you provide a list of accounts that the Twitter user @BillGates is currently following, including their usernames and a brief description of each account?

  Here's a list of accounts that @BillGates is currently following, along with their usernames and a brief description of each:

  1. Richard Branson

     • Username: @richardbranson
     • Followers: 12,181,405
     • Description: Entrepreneur and founder of the Virgin Group. Known for his adventurous spirit and philanthropic efforts.
     • 

  2. Microsoft

     • Username: @Microsoft
     • Followers: 14,004,014
     • Description: Official account for Microsoft, a global technology company that aims to empower every person and organization on the planet.
     • 

  3. Satya Nadella

     • Username: @satyanadella
     • Followers: 3,448,153
     • Description: Chairman and CEO of Microsoft.
     • 

  4. Windows

     • Username: @Windows
     • Followers: 8,757,797
     • Description: The official account for Windows, making everyday tasks easier.
     • 

  5. Melinda French Gates

     • Username: @melindagates
     • Followers: 2,454,609
     • Description: Philanthropist and advocate for women and girls, co-founder of the Gates Foundation.
     • 

  6. Gates Foundation

     • Username: @gatesfoundation
     • Followers: 2,029,988
     • Description: Official account of the Bill & Melinda Gates Foundation, aiming to create a world where every person has the opportunity to live a healthy life.
     • 

  7. Breakthrough Energy

     • Username: @Breakthrough
     • Followers: 73,253
     • Description: Investing in energy innovations to accelerate the path to net-zero.
     • 

  8. Mark Suzman

     • Username: @MSuzman
     • Followers: 41,179
     • Description: CEO of the Gates Foundation, focused on ensuring everyone can live a healthy life.
     • 

  9. Phoebe Gates

     • Username: @PhoebeAdellle
     • Followers: 498
     • Description: Founder of Phia and co-host of The Burnouts on the Unwell Network.
     • 

  10. Office of the Prime Minister - Ethiopia

      • Username: @PMEthiopia
      • Followers: 1,102,509
      • Description: Official account of the Office of the Prime Minister of Ethiopia.
      • 

  These accounts reflect a mix of personal connections, professional associations, and organizations aligned with Bill Gates' interests and philanthropic efforts. Let me know if you need more information on any specific account!

  1. The agent provides a list of accounts that @BillGates is following, including usernames and descriptions. (gatesfoundation.org)

  2. The response is well-structured, presenting each account with its username, description, and profile picture, making it easy for the user to understand.

  1. The agent lists only 10 accounts that @BillGates is following. According to available data, Bill Gates follows over 500 accounts. (socialblade.com) Providing a more comprehensive list or specifying that this is a partial list would enhance completeness.

  2. The agent does not specify the date when this information was retrieved. Given that Twitter followings can change over time, including a timestamp would help users assess the currency of the information.

  3. The agent claims to provide a list of accounts that @BillGates is currently following. However, without specifying the retrieval date, it's unclear if the information reflects the current state.