data-and-finance.com
@shaner1niner.bsky.social
Data Scientist: lover of data, dogs, and investing
SETA Macro — 2025-12-13
Eco SETA prints about -1.22 today, which keeps the read in a bearish / risk-off zone even though it’s less extreme than mid-week.
Our walk-forward blend remains roughly 30% sentiment and 70% MACD hist, tuned to 3 days ahead.
#SETA
Eco SETA prints about -1.22 today, which keeps the read in a bearish / risk-off zone even though it’s less extreme than mid-week.
Our walk-forward blend remains roughly 30% sentiment and 70% MACD hist, tuned to 3 days ahead.
#SETA
December 13, 2025 at 10:45 PM
SETA Macro — 2025-12-13
Eco SETA prints about -1.22 today, which keeps the read in a bearish / risk-off zone even though it’s less extreme than mid-week.
Our walk-forward blend remains roughly 30% sentiment and 70% MACD hist, tuned to 3 days ahead.
#SETA
Eco SETA prints about -1.22 today, which keeps the read in a bearish / risk-off zone even though it’s less extreme than mid-week.
Our walk-forward blend remains roughly 30% sentiment and 70% MACD hist, tuned to 3 days ahead.
#SETA
Mapped BlueSky finance voices by sentiment AND engagement over recent posts.
Not a popularity chart — engagement is weighted, sentiment is averaged.
What stands out:
The highest engagement clusters around neutral sentiment
Engagement here is not just about who’s loud.
Not a popularity chart — engagement is weighted, sentiment is averaged.
What stands out:
The highest engagement clusters around neutral sentiment
Engagement here is not just about who’s loud.
December 13, 2025 at 8:20 PM
Mapped BlueSky finance voices by sentiment AND engagement over recent posts.
Not a popularity chart — engagement is weighted, sentiment is averaged.
What stands out:
The highest engagement clusters around neutral sentiment
Engagement here is not just about who’s loud.
Not a popularity chart — engagement is weighted, sentiment is averaged.
What stands out:
The highest engagement clusters around neutral sentiment
Engagement here is not just about who’s loud.
SETA Macro – 2025-12-12
Eco SETA: -1.17 (bearish / risk-off)
Leaders: Media, Streaming, High Throughput
Laggards: Meme Stocks, RWA, Auto / EV
Eco SETA uses an optimized 30% sentiment / 70% MACD hist blend tuned to 3d forward returns.
#SETA #macro #SentimentAnalysis
Eco SETA: -1.17 (bearish / risk-off)
Leaders: Media, Streaming, High Throughput
Laggards: Meme Stocks, RWA, Auto / EV
Eco SETA uses an optimized 30% sentiment / 70% MACD hist blend tuned to 3d forward returns.
#SETA #macro #SentimentAnalysis
December 12, 2025 at 9:39 PM
SETA Macro – 2025-12-12
Eco SETA: -1.17 (bearish / risk-off)
Leaders: Media, Streaming, High Throughput
Laggards: Meme Stocks, RWA, Auto / EV
Eco SETA uses an optimized 30% sentiment / 70% MACD hist blend tuned to 3d forward returns.
#SETA #macro #SentimentAnalysis
Eco SETA: -1.17 (bearish / risk-off)
Leaders: Media, Streaming, High Throughput
Laggards: Meme Stocks, RWA, Auto / EV
Eco SETA uses an optimized 30% sentiment / 70% MACD hist blend tuned to 3d forward returns.
#SETA #macro #SentimentAnalysis
Over the last 3 days, these were the most impactful finance keywords —
not the most mentioned, but the ones showing up in high-engagement posts.
A few things stand out:
• Big tech still anchors attention
• “Portfolio” ranks high despite fewer mentions
• Impact favors intent, not noise
not the most mentioned, but the ones showing up in high-engagement posts.
A few things stand out:
• Big tech still anchors attention
• “Portfolio” ranks high despite fewer mentions
• Impact favors intent, not noise
December 12, 2025 at 4:48 AM
Over the last 3 days, these were the most impactful finance keywords —
not the most mentioned, but the ones showing up in high-engagement posts.
A few things stand out:
• Big tech still anchors attention
• “Portfolio” ranks high despite fewer mentions
• Impact favors intent, not noise
not the most mentioned, but the ones showing up in high-engagement posts.
A few things stand out:
• Big tech still anchors attention
• “Portfolio” ranks high despite fewer mentions
• Impact favors intent, not noise
This wasn’t an easy week to read.
When things get messy, I remove price and just watch sentiment.
META’s story there is simpler:
down hard, flat at the bottom, now gently sloping up.
Bollingers, flow index, and MAs look this way.
RSI is mixed, but decent.
— a cleaner emotional setup than before.
When things get messy, I remove price and just watch sentiment.
META’s story there is simpler:
down hard, flat at the bottom, now gently sloping up.
Bollingers, flow index, and MAs look this way.
RSI is mixed, but decent.
— a cleaner emotional setup than before.
December 12, 2025 at 3:45 AM
This wasn’t an easy week to read.
When things get messy, I remove price and just watch sentiment.
META’s story there is simpler:
down hard, flat at the bottom, now gently sloping up.
Bollingers, flow index, and MAs look this way.
RSI is mixed, but decent.
— a cleaner emotional setup than before.
When things get messy, I remove price and just watch sentiment.
META’s story there is simpler:
down hard, flat at the bottom, now gently sloping up.
Bollingers, flow index, and MAs look this way.
RSI is mixed, but decent.
— a cleaner emotional setup than before.
SETA Macro — 2025-12-11
Eco SETA comes in around -2.15 today, still in a bearish / risk-off zone. RSI has slipped into the high-30s and MACD / histogram both negative.
Our walk-forward blend leans MACD-heavy here — roughly 30% sentiment and 70% MACD hist — and it’s still tilted risk-off.
Eco SETA comes in around -2.15 today, still in a bearish / risk-off zone. RSI has slipped into the high-30s and MACD / histogram both negative.
Our walk-forward blend leans MACD-heavy here — roughly 30% sentiment and 70% MACD hist — and it’s still tilted risk-off.
December 11, 2025 at 10:58 PM
SETA Macro — 2025-12-11
Eco SETA comes in around -2.15 today, still in a bearish / risk-off zone. RSI has slipped into the high-30s and MACD / histogram both negative.
Our walk-forward blend leans MACD-heavy here — roughly 30% sentiment and 70% MACD hist — and it’s still tilted risk-off.
Eco SETA comes in around -2.15 today, still in a bearish / risk-off zone. RSI has slipped into the high-30s and MACD / histogram both negative.
Our walk-forward blend leans MACD-heavy here — roughly 30% sentiment and 70% MACD hist — and it’s still tilted risk-off.
META sentiment cooled this week — enough to break the bullish buildup, but not enough to turn bearish.
The SETA dashboard is now split:
• Trend momentum weaker
• Bollinger pressure still strong
META’s shifted into a neutral coil, not a trend.
Full breakdown:
🔗 open.substack.com/pub/theemoti...
The SETA dashboard is now split:
• Trend momentum weaker
• Bollinger pressure still strong
META’s shifted into a neutral coil, not a trend.
Full breakdown:
🔗 open.substack.com/pub/theemoti...
December 11, 2025 at 8:03 AM
META sentiment cooled this week — enough to break the bullish buildup, but not enough to turn bearish.
The SETA dashboard is now split:
• Trend momentum weaker
• Bollinger pressure still strong
META’s shifted into a neutral coil, not a trend.
Full breakdown:
🔗 open.substack.com/pub/theemoti...
The SETA dashboard is now split:
• Trend momentum weaker
• Bollinger pressure still strong
META’s shifted into a neutral coil, not a trend.
Full breakdown:
🔗 open.substack.com/pub/theemoti...
SETA Macro — 2025-12-10
Eco SETA comes in around -0.50, which keeps the read in a bearish / risk-off zone but with less pressure than we saw a few days ago.
The walk-forward blend is currently RSI and MACD-hist driven (about 30% / 70%) rather than sentiment-heavy.
#SETA
Eco SETA comes in around -0.50, which keeps the read in a bearish / risk-off zone but with less pressure than we saw a few days ago.
The walk-forward blend is currently RSI and MACD-hist driven (about 30% / 70%) rather than sentiment-heavy.
#SETA
December 10, 2025 at 10:18 PM
SETA Macro — 2025-12-10
Eco SETA comes in around -0.50, which keeps the read in a bearish / risk-off zone but with less pressure than we saw a few days ago.
The walk-forward blend is currently RSI and MACD-hist driven (about 30% / 70%) rather than sentiment-heavy.
#SETA
Eco SETA comes in around -0.50, which keeps the read in a bearish / risk-off zone but with less pressure than we saw a few days ago.
The walk-forward blend is currently RSI and MACD-hist driven (about 30% / 70%) rather than sentiment-heavy.
#SETA
META’s sentiment spends most of its time below zero — and that’s fine.
What matters is when it moves differently than price.
Over the last month, we saw two spots where sentiment turned ahead of price and pulled away from it. Those divergences are usually where the interesting setups form.
What matters is when it moves differently than price.
Over the last month, we saw two spots where sentiment turned ahead of price and pulled away from it. Those divergences are usually where the interesting setups form.
December 10, 2025 at 6:40 AM
META’s sentiment spends most of its time below zero — and that’s fine.
What matters is when it moves differently than price.
Over the last month, we saw two spots where sentiment turned ahead of price and pulled away from it. Those divergences are usually where the interesting setups form.
What matters is when it moves differently than price.
Over the last month, we saw two spots where sentiment turned ahead of price and pulled away from it. Those divergences are usually where the interesting setups form.
⚠️ SETA Macro — 2025-12-09
Eco SETA: -1.09 (bearish / risk-off)
Walk-forward blend is MACD / RSI-heavy right now (0% sentiment, 30% RSI, 70% MACD hist).
Usually the optimal blend includes sentiment - but not always - we let the model decide.
#SETA #SentimentAnalysis
Eco SETA: -1.09 (bearish / risk-off)
Walk-forward blend is MACD / RSI-heavy right now (0% sentiment, 30% RSI, 70% MACD hist).
Usually the optimal blend includes sentiment - but not always - we let the model decide.
#SETA #SentimentAnalysis
December 9, 2025 at 10:31 PM
⚠️ SETA Macro — 2025-12-09
Eco SETA: -1.09 (bearish / risk-off)
Walk-forward blend is MACD / RSI-heavy right now (0% sentiment, 30% RSI, 70% MACD hist).
Usually the optimal blend includes sentiment - but not always - we let the model decide.
#SETA #SentimentAnalysis
Eco SETA: -1.09 (bearish / risk-off)
Walk-forward blend is MACD / RSI-heavy right now (0% sentiment, 30% RSI, 70% MACD hist).
Usually the optimal blend includes sentiment - but not always - we let the model decide.
#SETA #SentimentAnalysis
META Sentiment Week begins.
Sentiment Bollinger & RSI are stretched.
Sentiment MACD is lagging.
AI remains bearish.
Emotion leads markets — and META’s sentiment setup is getting interesting.
#META #MarketSentiment #SETA
Sentiment Bollinger & RSI are stretched.
Sentiment MACD is lagging.
AI remains bearish.
Emotion leads markets — and META’s sentiment setup is getting interesting.
#META #MarketSentiment #SETA
December 9, 2025 at 6:35 AM
META Sentiment Week begins.
Sentiment Bollinger & RSI are stretched.
Sentiment MACD is lagging.
AI remains bearish.
Emotion leads markets — and META’s sentiment setup is getting interesting.
#META #MarketSentiment #SETA
Sentiment Bollinger & RSI are stretched.
Sentiment MACD is lagging.
AI remains bearish.
Emotion leads markets — and META’s sentiment setup is getting interesting.
#META #MarketSentiment #SETA
SETA Macro — 2025-12-08
Eco SETA prints -1.45, keeping the read in a bearish / risk-off zone.
Our walk-forward blend is still heavily sentiment-driven — roughly 70% sentiment / 30% MACD hist, with RSI sidelined.
#SETA
Eco SETA prints -1.45, keeping the read in a bearish / risk-off zone.
Our walk-forward blend is still heavily sentiment-driven — roughly 70% sentiment / 30% MACD hist, with RSI sidelined.
#SETA
December 8, 2025 at 11:56 PM
SETA Macro — 2025-12-08
Eco SETA prints -1.45, keeping the read in a bearish / risk-off zone.
Our walk-forward blend is still heavily sentiment-driven — roughly 70% sentiment / 30% MACD hist, with RSI sidelined.
#SETA
Eco SETA prints -1.45, keeping the read in a bearish / risk-off zone.
Our walk-forward blend is still heavily sentiment-driven — roughly 70% sentiment / 30% MACD hist, with RSI sidelined.
#SETA
Past 3 days: these are the finance keywords with the highest impact — not the most mentions, but the strongest engagement when they show up.
• HNT, NVDA, JPM hit unusually hard
• Portfolio + dividend = low volume, high impact
• Impact-weighted terms show where attention is focused, not just loud
• HNT, NVDA, JPM hit unusually hard
• Portfolio + dividend = low volume, high impact
• Impact-weighted terms show where attention is focused, not just loud
December 8, 2025 at 4:11 AM
Past 3 days: these are the finance keywords with the highest impact — not the most mentions, but the strongest engagement when they show up.
• HNT, NVDA, JPM hit unusually hard
• Portfolio + dividend = low volume, high impact
• Impact-weighted terms show where attention is focused, not just loud
• HNT, NVDA, JPM hit unusually hard
• Portfolio + dividend = low volume, high impact
• Impact-weighted terms show where attention is focused, not just loud
It called the drop. It called the bottom.
META sentiment collapsed ahead of the Oct 28 drop — and it bottomed out before price turned.
The sentiment MAs are now in their best position in months.
META Sentiment Week starts tomorrow.
META sentiment collapsed ahead of the Oct 28 drop — and it bottomed out before price turned.
The sentiment MAs are now in their best position in months.
META Sentiment Week starts tomorrow.
December 8, 2025 at 1:46 AM
It called the drop. It called the bottom.
META sentiment collapsed ahead of the Oct 28 drop — and it bottomed out before price turned.
The sentiment MAs are now in their best position in months.
META Sentiment Week starts tomorrow.
META sentiment collapsed ahead of the Oct 28 drop — and it bottomed out before price turned.
The sentiment MAs are now in their best position in months.
META Sentiment Week starts tomorrow.
SETA Macro — 2025-12-07
Eco SETA comes in at –2.06 today, keeping the read in a bearish / risk-off zone.
Enterprise Chain, Payments, and Legacy L1 names are showing relative strength, while Ecosystem, Hardware, Tech, and Meme sectors are still lagging.
#SETA
Eco SETA comes in at –2.06 today, keeping the read in a bearish / risk-off zone.
Enterprise Chain, Payments, and Legacy L1 names are showing relative strength, while Ecosystem, Hardware, Tech, and Meme sectors are still lagging.
#SETA
December 7, 2025 at 9:58 PM
SETA Macro — 2025-12-07
Eco SETA comes in at –2.06 today, keeping the read in a bearish / risk-off zone.
Enterprise Chain, Payments, and Legacy L1 names are showing relative strength, while Ecosystem, Hardware, Tech, and Meme sectors are still lagging.
#SETA
Eco SETA comes in at –2.06 today, keeping the read in a bearish / risk-off zone.
Enterprise Chain, Payments, and Legacy L1 names are showing relative strength, while Ecosystem, Hardware, Tech, and Meme sectors are still lagging.
#SETA
ETH sentiment flipped before price. Breakout or just noise?
On our dashboards, sentiment turned green days before the candles did.
Curious how others read it — does price follow, or does sentiment unwind?
What do you think?
• Sentiment leads
• Needs confirmation
• Fake strength
• Something else?
On our dashboards, sentiment turned green days before the candles did.
Curious how others read it — does price follow, or does sentiment unwind?
What do you think?
• Sentiment leads
• Needs confirmation
• Fake strength
• Something else?
December 7, 2025 at 3:07 AM
ETH sentiment flipped before price. Breakout or just noise?
On our dashboards, sentiment turned green days before the candles did.
Curious how others read it — does price follow, or does sentiment unwind?
What do you think?
• Sentiment leads
• Needs confirmation
• Fake strength
• Something else?
On our dashboards, sentiment turned green days before the candles did.
Curious how others read it — does price follow, or does sentiment unwind?
What do you think?
• Sentiment leads
• Needs confirmation
• Fake strength
• Something else?
What if you could see sentiment shift before price reacts?
That’s the whole idea behind SETA — it tracks crowd emotion across Reddit, Twitter, Bluesky, and news in real time.
Dashboards → Signals → Price Moves.
www.data-and-finance.com
That’s the whole idea behind SETA — it tracks crowd emotion across Reddit, Twitter, Bluesky, and news in real time.
Dashboards → Signals → Price Moves.
www.data-and-finance.com
December 6, 2025 at 11:33 PM
What if you could see sentiment shift before price reacts?
That’s the whole idea behind SETA — it tracks crowd emotion across Reddit, Twitter, Bluesky, and news in real time.
Dashboards → Signals → Price Moves.
www.data-and-finance.com
That’s the whole idea behind SETA — it tracks crowd emotion across Reddit, Twitter, Bluesky, and news in real time.
Dashboards → Signals → Price Moves.
www.data-and-finance.com
ETH’s dashboard spiked into the 90s — but price didn’t trigger it.
Sentiment did.
Today’s carousel breaks down the math behind Ethereum’s Sentiment MA… and why it can move before price.
The full breakdown drops tomorrow.
👇 Walk through the signal.
Sentiment did.
Today’s carousel breaks down the math behind Ethereum’s Sentiment MA… and why it can move before price.
The full breakdown drops tomorrow.
👇 Walk through the signal.
December 6, 2025 at 5:45 AM
ETH’s dashboard spiked into the 90s — but price didn’t trigger it.
Sentiment did.
Today’s carousel breaks down the math behind Ethereum’s Sentiment MA… and why it can move before price.
The full breakdown drops tomorrow.
👇 Walk through the signal.
Sentiment did.
Today’s carousel breaks down the math behind Ethereum’s Sentiment MA… and why it can move before price.
The full breakdown drops tomorrow.
👇 Walk through the signal.
The dashboard spiked for ETH yesterday — but price didn’t cause it.
Sentiment MA ripped higher, and that pushed the SETA score into the 90s.
When sentiment leads price, it usually means the market is repositioning before the chart shows it.
I’ll walk through the math tomorrow.
Sentiment MA ripped higher, and that pushed the SETA score into the 90s.
When sentiment leads price, it usually means the market is repositioning before the chart shows it.
I’ll walk through the math tomorrow.
December 5, 2025 at 5:18 AM
The dashboard spiked for ETH yesterday — but price didn’t cause it.
Sentiment MA ripped higher, and that pushed the SETA score into the 90s.
When sentiment leads price, it usually means the market is repositioning before the chart shows it.
I’ll walk through the math tomorrow.
Sentiment MA ripped higher, and that pushed the SETA score into the 90s.
When sentiment leads price, it usually means the market is repositioning before the chart shows it.
I’ll walk through the math tomorrow.
ETH sentiment just went vertical.
The dashboard ripped to 93, every major indicator flipped back to strength, and price may have more to move.
This setup doesn’t happen often — and when it does, it usually matters.
Full breakdown in today’s SETA spotlight. 👇
#ETH #crypto #SETA #sentimentanalysis
The dashboard ripped to 93, every major indicator flipped back to strength, and price may have more to move.
This setup doesn’t happen often — and when it does, it usually matters.
Full breakdown in today’s SETA spotlight. 👇
#ETH #crypto #SETA #sentimentanalysis
December 4, 2025 at 6:46 AM
ETH sentiment just went vertical.
The dashboard ripped to 93, every major indicator flipped back to strength, and price may have more to move.
This setup doesn’t happen often — and when it does, it usually matters.
Full breakdown in today’s SETA spotlight. 👇
#ETH #crypto #SETA #sentimentanalysis
The dashboard ripped to 93, every major indicator flipped back to strength, and price may have more to move.
This setup doesn’t happen often — and when it does, it usually matters.
Full breakdown in today’s SETA spotlight. 👇
#ETH #crypto #SETA #sentimentanalysis
