@LC_builder

Build rich applications with real-time social data. Powered by @LunarCrush.

 California, United States
LunarCrush.com
Joined July 2019
  • Tweets13.1K
  • Following4
  • Followers15.7K
The whole alert: daily buckets, grouped by weekday, yesterday against its own median. lunarcrush.com/en/developers…
A twelve statement Python snippet that pulls daily buckets from the minecraft time series endpoint, groups engagements by weekday, and alerts when yesterday clears 1.5 times the median for that weekday.

ALT A twelve statement Python snippet that pulls daily buckets from the minecraft time series endpoint, groups engagements by weekday, and alerts when yesterday clears 1.5 times the median for that weekday.

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A single alert threshold is really a weekend detector. /topic/minecraft/time-series/v1, bucket day, 89 full days to Oct 23. Mean engagements: Sunday 968M, Saturday 962M, Tuesday 817M. All days together, 865M. Group by weekday, then alert.
Bar chart of mean daily engagements for the minecraft topic by weekday over 89 days to Oct 23: Saturday 962M and Sunday 968M clear the all day mean of 865M, while Monday through Friday sit below it.

ALT Bar chart of mean daily engagements for the minecraft topic by weekday over 89 days to Oct 23: Saturday 962M and Sunday 968M clear the all day mean of 865M, while Monday through Friday sit below it.

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A weekend build with no JSON parsing in it. lunarcrush.ai serves the same data as LLM-ready markdown, addressable by path. /list/categories came back this morning as a ranked table of all 41 categories. Point the agent at the path. Skip the client library.
Four step diagram showing an agent reading lunarcrush.ai at /list/categories and receiving all 41 categories as ranked markdown with no parsing step.

ALT Four step diagram showing an agent reading lunarcrush.ai at /list/categories and receiving all 41 categories as ranked markdown with no parsing step.

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A sentiment percent with no mention count beside it is noise. /topic/runway-ai/v1 returned 90% sentiment as of this morning, across 144 mentions from 39 accounts. /topic/open-ai/v1 returned 77%, across 92,458 mentions. Read sentiment and num_posts together.
Trimmed JSON response for the runway-ai topic showing 90 percent sentiment computed across 144 mentions from 39 contributors.

ALT Trimmed JSON response for the runway-ai topic showing 90 percent sentiment computed across 144 mentions from 39 contributors.

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"Which network is driving this?" should not cost a sprint. /topic/tesla/v1 returns all six. As of this morning X held 69% of the 91,963 mentions and 21% of the 301.7M interactions. YouTube: 12% of mentions, 39% of interactions. X-only monitoring sees the talk, not the reach.
Bar chart of tesla interactions by network: YouTube 117M at 39 percent, TikTok 109M at 36 percent, X 64M at 21 percent, with X holding 69 percent of the 91,963 mentions.

ALT Bar chart of tesla interactions by network: YouTube 117M at 39 percent, TikTok 109M at 36 percent, X 64M at 21 percent, with X holding 69 percent of the 91,963 mentions.

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Ask Claude which gaming topics sit furthest below their category on sentiment. The MCP list tool reads /category/gaming/topics/v1 and answers in one turn. Gaming ran 69% sentiment as of this morning. Resident Evil ran 21% across 15,596 mentions. One outlier, no dashboard.
Table of gaming topics by sentiment, from Super Mario Bros at 97% down to Resident Evil at 21% across 15,596 mentions, against a 69% category figure.

ALT Table of gaming topics by sentiment, from Super Mario Bros at 97% down to Resident Evil at 21% across 15,596 mentions, against a 69% category figure.

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Swap the topic and the multiplier. bucket=day is the only parameter it needs.
Eleven lines of Python that drop the partial day from a LunarCrush daily time series and alert when the latest day clears 1.2 times the median.

ALT Eleven lines of Python that drop the partial day from a LunarCrush daily time series and alert when the latest day clears 1.2 times the median.

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Every spike alert on a daily series ships the same bug. The last row is a partial day, so today always looks like a collapse. Drop it, take the median of what is left, fire at 1.2x. On the anthropic topic: median 101.4M interactions over 29 complete days, 3 days above the line.
Bar chart of daily interactions on the anthropic topic over 29 complete days, three days above a 121.7M alert line set at 1.2 times the median.

ALT Bar chart of daily interactions on the anthropic topic over 29 complete days, three days above a 121.7M alert line set at 1.2 times the median.

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One command returns all six networks. No per-network auth. lunarcrush topic porsche As of this morning X carried 37% of mentions and 7.8% of interactions. TikTok carried 34% of mentions and 48% of interactions. Where people talk is not where reach lands.
Terminal output of lunarcrush topic porsche returning six networks, TikTok at 24.47M interactions and X at 3.99M across 5,005 mentions.

ALT Terminal output of lunarcrush topic porsche returning six networks, TikTok at 24.47M interactions and X at 3.99M across 5,005 mentions.

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Follower count is a weak filter for influence. /topic/roblox/creators/v1 returns followers next to 24h interactions. As of this morning the top creator held 842K followers and 93.2M interactions. A 15.1M-follower account in the same table: 5.8M. Rank by delivered reach.
Scatter chart of the top 10 roblox creators: the rank 1 creator holds 842K followers and 93.2M interactions while a 15.1M-follower account returned 5.8M.

ALT Scatter chart of the top 10 roblox creators: the rank 1 creator holds 842K followers and 93.2M interactions while a 15.1M-follower account returned 5.8M.

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