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migrate database from SQLite to PostgreSQL; add PostgreSQL adapter and migration script

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ImBenji 2026-04-27 14:33:46 +01:00
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11
CLAUDE.md
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Never run direct database operations (inserts, updates, deletes, schema changes) against the local SQLite files (e.g. intelligence.sqlite, archive.sqlite). These are local copies and do not affect the production database. All data changes must go through code that runs in production — seed functions, migration scripts, workers, etc. Never run direct database operations (inserts, updates, deletes, schema changes) against the local SQLite files (e.g. intelligence.sqlite, archive.sqlite). These are local copies and do not affect the production database. All data changes must go through code that runs in production — seed functions, migration scripts, workers, etc.
# Remote Database Queries
To query the remote production database, POST to `https://duriin.imbenji.net/admin/api/sql` with HTTP Basic Auth (credentials in config.json at `admin.username` / `admin.password`). Use the field names `sql` and `database` (`"archive"` or `"intelligence"`):
```
POST /admin/api/sql
{ "sql": "SELECT ...", "database": "intelligence" }
```
Note: SQLite syntax only — no `LEFT()`, use `substr()` instead. Response shape: `{"results": [{"rows": [...]}], "elapsed": N}`.
# Database Policy # Database Policy
When making any changes to the database schema or data, a strictly no data loss policy must be followed. This means: When making any changes to the database schema or data, a strictly no data loss policy must be followed. This means:

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README.md
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# duriin_api # duriin_api
Node.js Fastify server that ingests news articles from RSS, SEC EDGAR 8-K filings, Alpha Vantage News Sentiment, Finnhub company news, and GDELT into a local SQLite archive. Node.js Fastify server that ingests news articles from RSS, GDELT, SEC EDGAR 8-K filings, Alpha Vantage News Sentiment, Finnhub company news, and Google News into a local SQLite archive.
## Setup ## Setup
@ -202,7 +202,8 @@ In Docker it runs as a separate service (`intelligence`) sharing the same image
2. **Augor worker** — pulls one pending article at a time from the queue. The article is a trigger — the unit of work is the event it belongs to. Fetches all articles in the event, matches them against tracked company embeddings via cosine similarity, calls the LLM once per matched company, writes structured knowledge and predictions, then marks all sibling articles in the event as processed. 2. **Augor worker** — pulls one pending article at a time from the queue. The article is a trigger — the unit of work is the event it belongs to. Fetches all articles in the event, matches them against tracked company embeddings via cosine similarity, calls the LLM once per matched company, writes structured knowledge and predictions, then marks all sibling articles in the event as processed.
3. **Consolidation worker** — slow loop (default 60s). For each tracked company, reads all `event_knowledge` rows, builds a flat list of claims, and calls the LLM to normalize and deduplicate them into canonical grouped facts stored in `company_facts`. Preserves `first_seen_at` across cycles. Prunes facts that have only been confirmed once and haven't been seen in 90 days. 3. **Consolidation worker** — slow loop (default 60s). For each tracked company, reads all `event_knowledge` rows, builds a flat list of claims, and calls the LLM to normalize and deduplicate them into canonical grouped facts stored in `company_facts`. Preserves `first_seen_at` across cycles. Prunes facts that have only been confirmed once and haven't been seen in 90 days.
4. **Graph worker** — slow loop (default 90s). Reads all `company_facts` rows of type `relationship`, parses the claim format, resolves whether the target entity is a tracked company, and upserts edges into `company_relationships`. Inserts reciprocal edges automatically (supplier ↔ customer, etc.) when both endpoints are tracked. 4. **Graph worker** — slow loop (default 90s). Reads all `company_facts` rows of type `relationship`, parses the claim format, resolves whether the target entity is a tracked company, and upserts edges into `company_relationships`. Inserts reciprocal edges automatically (supplier ↔ customer, etc.) when both endpoints are tracked.
5. **Column migrations** — run on startup to safely add new columns to existing databases without data loss. 5. **Signal worker** — slow loop (default 120s). Picks the tracked company with the oldest (or missing) signal that has at least 3 recent predictions within a 90-day window. Calls the LLM with the company's facts, predictions, and relationships to produce a structured trade signal (`buy` / `sell` / `hold` / `hold_monitor`) with confidence, timeframe, risk level, risk factors, and key drivers.
6. **Column migrations** — run on startup to safely add new columns to existing databases without data loss.
### Output tables (`intelligence.sqlite`) ### Output tables (`intelligence.sqlite`)
@ -215,6 +216,9 @@ In Docker it runs as a separate service (`intelligence`) sharing the same image
| `event_predictions` | Forward-looking predictions (market share, stock price, competitive position) with `event_date` from the source articles | | `event_predictions` | Forward-looking predictions (market share, stock price, competitive position) with `event_date` from the source articles |
| `company_facts` | Deduplicated, canonical facts per company accumulated across all events. Each fact has a `confirmation_count` and a confidence tier (`low` / `medium` / `high` / `very_high`) | | `company_facts` | Deduplicated, canonical facts per company accumulated across all events. Each fact has a `confirmation_count` and a confidence tier (`low` / `medium` / `high` / `very_high`) |
| `company_relationships` | Cross-company relationship graph derived from `company_facts`. Includes reciprocal edges and `confirmation_count` | | `company_relationships` | Cross-company relationship graph derived from `company_facts`. Includes reciprocal edges and `confirmation_count` |
| `trade_signals` | Generated investment signals per company — signal type, confidence, timeframe, risk level, risk factors, summary, and key drivers |
| `worker_events` | Lifecycle timestamps for each worker iteration. Pruned hourly to stay bounded. Used to compute per-worker processing rates in the admin panel |
| `cursors` | Key-value state store. Currently used by the queue feeder to persist its last-processed article ID across restarts |
### Company matching ### Company matching
@ -237,6 +241,7 @@ Uses `openRouter.llmModel` via the OpenRouter API. One call per matched company
| `workers.queueFeederBatchSize` | Articles pulled per feeder batch (default `100`) | | `workers.queueFeederBatchSize` | Articles pulled per feeder batch (default `100`) |
| `workers.consolidationLoopDelayMs` | Delay between consolidation cycles (default `60000`) | | `workers.consolidationLoopDelayMs` | Delay between consolidation cycles (default `60000`) |
| `workers.graphWorkerLoopDelayMs` | Delay between graph worker cycles (default `90000`) | | `workers.graphWorkerLoopDelayMs` | Delay between graph worker cycles (default `90000`) |
| `workers.signalLoopDelayMs` | Delay between signal generation cycles (default `120000`) |
### Admin panel ### Admin panel
@ -244,7 +249,8 @@ The intelligence data is visible in the admin panel (`/admin`) under the **Intel
- **Knowledge** — raw extracted relationships, themes, and factors per event+company. Filterable by company and type, sortable by ingestion order or event date. - **Knowledge** — raw extracted relationships, themes, and factors per event+company. Filterable by company and type, sortable by ingestion order or event date.
- **Predictions** — forward-looking LLM predictions per event+company, with direction, magnitude, timeframe, and rationale. - **Predictions** — forward-looking LLM predictions per event+company, with direction, magnitude, timeframe, and rationale.
- **Graph** — interactive D3 force-directed network diagram of the cross-company relationship graph. Nodes are draggable and zoomable. Edge thickness reflects confirmation count. Hover an edge to see the relationship type and count. Click a tracked company node to see its top facts in a sidebar. Toggle untracked entities on/off with the checkbox in the legend. Use the Expand button to fill the full viewport. - **Signals** — generated trade signals per company showing signal type (`buy` / `sell` / `hold` / `hold_monitor`), confidence, timeframe, risk level, risk factors, key drivers, and a generated-at timestamp.
- **Graph** — interactive D3 force-directed network diagram of the cross-company relationship graph. Nodes are draggable and zoomable. Multiple relationship types between the same pair of companies are merged into a single edge with a combined label and max confirmation count. Edge thickness reflects confirmation count. Hover an edge to see the relationship type and count. Click a tracked company node to see its top facts in a sidebar. Toggle untracked entities on/off with the checkbox in the legend. Use the Expand button to fill the full viewport.
A **SQL** tab allows raw queries against either database. Multiple statements separated by `;` are supported — each runs independently and results render as separate blocks. A **SQL** tab allows raw queries against either database. Multiple statements separated by `;` are supported — each runs independently and results render as separate blocks.

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backtest.py Normal file
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import requests
import json
import yfinance as yf
import pandas as pd
from datetime import datetime, timedelta
import time
BASE_URL = "https://duriin.imbenji.net"
USERNAME = "admin"
PASSWORD = "changeme"
SQL_QUERY = """
SELECT
ep.id,
ep.event_date,
ep.direction,
ep.magnitude,
ep.timeframe,
substr(ep.rationale, 1, 100) as rationale,
tc.name,
tc.ticker
FROM event_predictions ep
JOIN tracked_companies tc ON ep.company_id = tc.id
WHERE ep.event_date >= '2020-01-01'
AND ep.event_date <= '2026-01-01'
AND ep.direction IN ('positive', 'negative')
AND tc.ticker NOT LIKE '%.%'
AND tc.ticker NOT LIKE '%ORIGIN%'
AND tc.ticker NOT LIKE '%PRIVATE%'
AND tc.ticker NOT LIKE '%DEEPSEEK%'
AND tc.ticker NOT LIKE '%ANTHROPIC%'
AND tc.ticker NOT LIKE '%OPENAI%'
AND tc.ticker NOT LIKE '%BYTEDANCE%'
AND tc.ticker NOT LIKE '%HUAWEI%'
AND tc.ticker NOT LIKE '%SCALEAI%'
AND tc.ticker NOT LIKE '%MISTRAL%'
AND tc.ticker NOT LIKE '%COHERE%'
AND tc.ticker NOT LIKE '%GROQ%'
AND tc.ticker NOT LIKE '%INFLECTION%'
AND tc.ticker NOT LIKE '%STABILITY%'
AND tc.ticker NOT LIKE '%SPACEX%'
AND tc.ticker NOT LIKE '%MCKINSEY%'
AND tc.ticker NOT LIKE '%DELOITTE%'
AND tc.ticker NOT LIKE '%XAI%'
AND length(tc.ticker) <= 5
ORDER BY ep.event_date DESC
LIMIT 500
"""
def fetch_predictions():
resp = requests.post(
f"{BASE_URL}/admin/api/sql",
json={"sql": SQL_QUERY, "database": "intelligence"},
auth=(USERNAME, PASSWORD),
timeout=30
)
resp.raise_for_status()
data = resp.json()
# shape: {"results": [{"sql": "...", "rows": [...]}], "elapsed": 0}
if isinstance(data, list):
return data
if "results" in data and isinstance(data["results"], list) and len(data["results"]) > 0:
result = data["results"][0]
if "error" in result:
raise RuntimeError(f"SQL error: {result['error']}")
return result.get("rows", [])
if "rows" in data:
return data["rows"]
return data
price_cache = {}
def get_price(ticker, date_str):
key = (ticker, date_str)
if key in price_cache:
return price_cache[key]
try:
dt = datetime.strptime(date_str, "%Y-%m-%d")
start = dt - timedelta(days=5)
end = dt + timedelta(days=5)
hist = yf.Ticker(ticker).history(
start=start.strftime("%Y-%m-%d"),
end=end.strftime("%Y-%m-%d"),
auto_adjust=True
)
if hist.empty:
price_cache[key] = None
return None
# nearest trading day on or after date
hist.index = hist.index.tz_localize(None) if hist.index.tzinfo else hist.index
target = pd.Timestamp(dt)
after = hist[hist.index >= target]
if after.empty:
after = hist
price = float(after["Close"].iloc[0])
price_cache[key] = price
return price
except Exception:
price_cache[key] = None
return None
def add_trading_days(date_str, n):
dt = datetime.strptime(date_str, "%Y-%m-%d")
count = 0
while count < n:
dt += timedelta(days=1)
if dt.weekday() < 5: # mon-fri
count += 1
return dt.strftime("%Y-%m-%d")
def main():
print("Fetching predictions from remote...")
preds = fetch_predictions()
print(f"Got {len(preds)} predictions\n")
results = []
skipped = 0
for i, p in enumerate(preds):
if i > 0 and i % 50 == 0:
print(f" Progress: {i}/{len(preds)} — skipped so far: {skipped}")
ticker = p["ticker"]
event_date = p["event_date"][:10] # trim time if present
direction = p["direction"]
date_5d = add_trading_days(event_date, 5)
date_10d = add_trading_days(event_date, 10)
date_20d = add_trading_days(event_date, 20)
price_0 = get_price(ticker, event_date)
if price_0 is None:
skipped += 1
continue
price_5 = get_price(ticker, date_5d)
price_10 = get_price(ticker, date_10d)
price_20 = get_price(ticker, date_20d)
def ret(px):
if px is None:
return None
return (px - price_0) / price_0 * 100
r5 = ret(price_5)
r10 = ret(price_10)
r20 = ret(price_20)
def correct(r):
if r is None:
return None
if direction == "positive":
return r > 0
else:
return r < 0
results.append({
"id": p["id"],
"ticker": ticker,
"name": p["name"],
"event_date": event_date,
"direction": direction,
"magnitude": p.get("magnitude", ""),
"timeframe": p.get("timeframe", ""),
"rationale": p.get("rationale", ""),
"price_0": round(price_0, 4),
"price_5d": round(price_5, 4) if price_5 else None,
"price_10d": round(price_10, 4) if price_10 else None,
"price_20d": round(price_20, 4) if price_20 else None,
"5d_return": round(r5, 4) if r5 is not None else None,
"10d_return": round(r10, 4) if r10 is not None else None,
"20d_return": round(r20, 4) if r20 is not None else None,
"correct_5d": correct(r5),
"correct_10d": correct(r10),
"correct_20d": correct(r20),
})
df = pd.DataFrame(results)
print(f"\n{'='*60}")
print("BACKTEST RESULTS")
print(f"{'='*60}")
print(f"Total predictions fetched: {len(preds)}")
print(f"Skipped (no price data): {skipped}")
print(f"Evaluated: {len(df)}")
print(f"Random baseline: 50.0%")
print()
def acc(col):
sub = df[df[col].notna()]
if len(sub) == 0:
return 0, 0
pct = sub[col].mean() * 100
return pct, len(sub)
a5, n5 = acc("correct_5d")
a10, n10 = acc("correct_10d")
a20, n20 = acc("correct_20d")
print("OVERALL DIRECTIONAL ACCURACY")
print(f" 5-day: {a5:.1f}% (n={n5})")
print(f" 10-day: {a10:.1f}% (n={n10})")
print(f" 20-day: {a20:.1f}% (n={n20})")
print()
# by magnitude
print("BY MAGNITUDE (10-day accuracy)")
for mag in sorted(df["magnitude"].dropna().unique()):
sub = df[(df["magnitude"] == mag) & df["correct_10d"].notna()]
if len(sub) == 0:
continue
pct = sub["correct_10d"].mean() * 100
print(f" {mag:<12} {pct:.1f}% (n={len(sub)})")
print()
# by direction
print("BY DIRECTION (10-day accuracy)")
for d in ["bull", "bear"]:
sub = df[(df["direction"] == d) & df["correct_10d"].notna()]
if len(sub) == 0:
continue
pct = sub["correct_10d"].mean() * 100
print(f" {d:<8} {pct:.1f}% (n={len(sub)})")
print()
# by timeframe
print("BY TIMEFRAME (10-day accuracy)")
for tf in sorted(df["timeframe"].dropna().unique()):
sub = df[(df["timeframe"] == tf) & df["correct_10d"].notna()]
if len(sub) == 0:
continue
pct = sub["correct_10d"].mean() * 100
print(f" {tf:<12} {pct:.1f}% (n={len(sub)})")
print()
# sample table
sample = df[df["correct_10d"].notna()].head(30)
print("SAMPLE (30 predictions)")
print(f"{'Company':<12} {'Date':<12} {'Dir':<5} {'Mag':<8} {'5d%':>7} {'10d%':>7} {'20d%':>7} Correct@10d")
print("-" * 75)
for _, row in sample.iterrows():
r5s = f"{row['5d_return']:+.2f}" if row['5d_return'] is not None else "N/A"
r10s = f"{row['10d_return']:+.2f}" if row['10d_return'] is not None else "N/A"
r20s = f"{row['20d_return']:+.2f}" if row['20d_return'] is not None else "N/A"
ok = "YES" if row["correct_10d"] else "NO"
name_short = str(row["ticker"])[:11]
print(f"{name_short:<12} {row['event_date']:<12} {row['direction']:<5} {str(row['magnitude']):<8} {r5s:>7} {r10s:>7} {r20s:>7} {ok}")
df.to_csv("backtest_results.csv", index=False)
print(f"\nFull results saved to backtest_results.csv ({len(df)} rows)")
if __name__ == "__main__":
main()

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backtest_full.py Normal file
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import requests
import json
import yfinance as yf
import pandas as pd
from datetime import datetime, timedelta
BASE_URL = "https://duriin.imbenji.net"
USERNAME = "admin"
PASSWORD = "changeme"
PRIVATE_KEYWORDS = {
"OPENAI", "ANTHROPIC", "SPACEX", "BYTEDANCE", "HUAWEI", "DEEPSEEK",
"MISTRAL", "COHERE", "GROQ", "INFLECTION", "STABILITY", "SCALEAI",
"MCKINSEY", "DELOITTE", "BLUEORIGIN", "XAI", "HF", "RF", "DJI",
"CBRS", "PRIVATE", "ORIGIN"
}
# tickers that need an exchange suffix appended
EXCHANGE_MAP = {
"005930": "005930.KS",
"000660": "000660.KS",
"002594": "002594.SZ",
"688981": "688981.SS",
"1810": "1810.HK",
"0700": "0700.HK",
"9984": "9984.T",
"AIR": "AIR.PA",
"DTE": "DTE.DE",
"HSBA": "HSBA.L",
"RHM": "RHM.DE",
"VOW": "VOW.DE",
}
SQL_QUERY = """
SELECT
ep.id,
ep.event_date,
ep.direction,
ep.magnitude,
ep.timeframe,
tc.name,
tc.ticker
FROM event_predictions ep
JOIN tracked_companies tc ON ep.company_id = tc.id
WHERE ep.event_date >= '2020-01-01'
AND ep.event_date <= '2026-01-01'
AND ep.direction IN ('positive', 'negative')
ORDER BY ep.event_date DESC
LIMIT 1000
"""
def fetch_predictions():
resp = requests.post(
f"{BASE_URL}/admin/api/sql",
json={"sql": SQL_QUERY, "database": "intelligence"},
auth=(USERNAME, PASSWORD),
timeout=30
)
resp.raise_for_status()
data = resp.json()
result = data["results"][0]
if "error" in result:
raise RuntimeError(f"SQL error: {result['error']}")
return result.get("rows", [])
def resolve_ticker(raw):
t = raw.strip()
# already has a dot suffix (e.g. AIR.PA, 005930.KS)
if "." in t:
return t
# explicit overrides
if t in EXCHANGE_MAP:
return EXCHANGE_MAP[t]
return t
def is_private(ticker, name):
t = ticker.upper()
n = (name or "").upper()
for kw in PRIVATE_KEYWORDS:
if kw in t or kw in n:
return True
# looks like a private-company placeholder (long all-caps word, no digits)
if len(t) > 6 and t.isalpha():
return True
return False
price_cache = {}
def get_price(ticker, date_str):
key = (ticker, date_str)
if key in price_cache:
return price_cache[key]
try:
dt = datetime.strptime(date_str, "%Y-%m-%d")
start = (dt - timedelta(days=7)).strftime("%Y-%m-%d")
end = (dt + timedelta(days=7)).strftime("%Y-%m-%d")
hist = yf.Ticker(ticker).history(start=start, end=end, auto_adjust=True)
if hist.empty:
price_cache[key] = None
return None
hist.index = hist.index.tz_localize(None) if hist.index.tzinfo else hist.index
target = pd.Timestamp(dt)
after = hist[hist.index >= target]
if after.empty:
after = hist
price = float(after["Close"].iloc[0])
price_cache[key] = price
return price
except Exception:
price_cache[key] = None
return None
def add_trading_days(date_str, n):
dt = datetime.strptime(date_str, "%Y-%m-%d")
count = 0
while count < n:
dt += timedelta(days=1)
if dt.weekday() < 5:
count += 1
return dt.strftime("%Y-%m-%d")
def main():
print("Fetching predictions from remote...")
raw_preds = fetch_predictions()
print(f"Got {len(raw_preds)} predictions from DB")
# filter private companies
preds = []
for p in raw_preds:
if is_private(p["ticker"], p.get("name", "")):
continue
preds.append(p)
print(f"After filtering private companies: {len(preds)}\n")
results = []
skipped = 0
for i, p in enumerate(preds):
if i > 0 and i % 50 == 0:
print(f" Progress: {i}/{len(preds)} — evaluated: {len(results)}, skipped: {skipped}")
raw_ticker = p["ticker"]
ticker = resolve_ticker(raw_ticker)
event_date = p["event_date"][:10]
direction = p["direction"]
date_5d = add_trading_days(event_date, 5)
date_10d = add_trading_days(event_date, 10)
date_20d = add_trading_days(event_date, 20)
price_0 = get_price(ticker, event_date)
if price_0 is None:
skipped += 1
continue
price_5 = get_price(ticker, date_5d)
price_10 = get_price(ticker, date_10d)
price_20 = get_price(ticker, date_20d)
def ret(px):
if px is None:
return None
return (px - price_0) / price_0 * 100
r5 = ret(price_5)
r10 = ret(price_10)
r20 = ret(price_20)
def correct(r):
if r is None:
return None
return (r > 0) if direction == "positive" else (r < 0)
results.append({
"id": p["id"],
"ticker": ticker,
"name": p["name"],
"event_date": event_date,
"direction": direction,
"magnitude": p.get("magnitude", ""),
"timeframe": p.get("timeframe", ""),
"price_0": round(price_0, 4),
"price_5d": round(price_5, 4) if price_5 else None,
"price_10d": round(price_10, 4) if price_10 else None,
"price_20d": round(price_20, 4) if price_20 else None,
"5d_return": round(r5, 4) if r5 is not None else None,
"10d_return": round(r10, 4) if r10 is not None else None,
"20d_return": round(r20, 4) if r20 is not None else None,
"correct_5d": correct(r5),
"correct_10d": correct(r10),
"correct_20d": correct(r20),
})
df = pd.DataFrame(results)
print(f"\n{'='*62}")
print("BACKTEST RESULTS — ALL TRACKED COMPANIES")
print(f"{'='*62}")
print(f"Total predictions fetched: {len(raw_preds)}")
print(f"After private-company filter: {len(preds)}")
print(f"Skipped (no price data): {skipped}")
print(f"Evaluated: {len(df)}")
print(f"Random baseline: 50.0%")
print()
def acc(col):
sub = df[df[col].notna()]
if len(sub) == 0:
return 0.0, 0
return sub[col].mean() * 100, len(sub)
a5, n5 = acc("correct_5d")
a10, n10 = acc("correct_10d")
a20, n20 = acc("correct_20d")
print("OVERALL DIRECTIONAL ACCURACY")
print(f" 5-day: {a5:.1f}% (n={n5})")
print(f" 10-day: {a10:.1f}% (n={n10})")
print(f" 20-day: {a20:.1f}% (n={n20})")
print()
print("BY MAGNITUDE (10-day accuracy)")
for mag in ["low", "medium", "high"]:
sub = df[(df["magnitude"] == mag) & df["correct_10d"].notna()]
if len(sub) == 0:
continue
print(f" {mag:<10} {sub['correct_10d'].mean()*100:.1f}% (n={len(sub)})")
print()
print("BY DIRECTION (10-day accuracy)")
for d in ["positive", "negative"]:
sub = df[(df["direction"] == d) & df["correct_10d"].notna()]
if len(sub) == 0:
continue
print(f" {d:<12} {sub['correct_10d'].mean()*100:.1f}% (n={len(sub)})")
print()
print("BY TIMEFRAME (10-day accuracy)")
for tf in ["short", "medium", "long"]:
sub = df[(df["timeframe"] == tf) & df["correct_10d"].notna()]
if len(sub) == 0:
continue
print(f" {tf:<10} {sub['correct_10d'].mean()*100:.1f}% (n={len(sub)})")
print()
sample = df[df["correct_10d"].notna()].head(30)
print("SAMPLE (30 most recent predictions)")
print(f"{'Ticker':<12} {'Date':<12} {'Dir':<10} {'Mag':<8} {'5d%':>7} {'10d%':>7} {'20d%':>7} @10d")
print("-" * 72)
for _, row in sample.iterrows():
r5s = f"{row['5d_return']:+.2f}" if row['5d_return'] is not None else "N/A"
r10s = f"{row['10d_return']:+.2f}" if row['10d_return'] is not None else "N/A"
r20s = f"{row['20d_return']:+.2f}" if row['20d_return'] is not None else "N/A"
ok = "YES" if row["correct_10d"] else "NO"
print(f"{str(row['ticker']):<12} {row['event_date']:<12} {row['direction']:<10} {str(row['magnitude']):<8} {r5s:>7} {r10s:>7} {r20s:>7} {ok}")
df.to_csv("backtest_results_full.csv", index=False)
print(f"\nFull results saved to backtest_results_full.csv ({len(df)} rows)")
if __name__ == "__main__":
main()

339
backtest_results.csv Normal file
View file

@ -0,0 +1,339 @@
id,ticker,name,event_date,direction,magnitude,timeframe,rationale,price_0,price_5d,price_10d,price_20d,5d_return,10d_return,20d_return,correct_5d,correct_10d,correct_20d
521,GOOGL,Alphabet,2025-12-31,positive,high,long,The article suggests Alphabet was the big AI winner of the year and implies strong stock performance,312.7798,321.7535,335.6038,335.7737,2.869,7.2971,7.3514,True,True,True
700,META,Meta,2025-12-30,positive,high,short,"Acquiring a high-performing, revenue-generating AI startup like Manus strengthens Meta's AI capabili",665.3803,660.0549,630.5502,672.3943,-0.8004,-5.2346,1.0541,False,False,True
701,META,Meta,2025-12-30,positive,medium,short,The acquisition of a profitable AI startup may alleviate investor concerns about Meta’s $60 billion ,665.3803,660.0549,630.5502,672.3943,-0.8004,-5.2346,1.0541,False,False,True
702,META,Meta,2025-12-30,positive,medium,medium,"Integration of Manus’ AI agents into Facebook, Instagram, and WhatsApp could increase user engagemen",665.3803,660.0549,630.5502,672.3943,-0.8004,-5.2346,1.0541,False,False,True
523,META,Meta,2025-12-30,positive,high,short,Acquiring a high-performing AI agent firm with proven revenue generation strengthens Meta's AI capab,665.3803,660.0549,630.5502,672.3943,-0.8004,-5.2346,1.0541,False,False,True
524,META,Meta,2025-12-30,positive,medium,medium,Integration of Manus' AI agents into Meta's product suite could increase adoption of Meta AI in ente,665.3803,660.0549,630.5502,672.3943,-0.8004,-5.2346,1.0541,False,False,True
654,WBD,Warner Bros Discovery,2025-12-28,negative,medium,medium,Speculation of a breakup and sale of WBD suggests reduced ability to invest and maintain current ope,28.79,28.51,28.89,28.58,-0.9726,0.3473,-0.7294,True,False,True
655,WBD,Warner Bros Discovery,2025-12-28,negative,low,short,"Near-term disruption from potential sale could affect content delivery and partner confidence, thoug",28.79,28.51,28.89,28.58,-0.9726,0.3473,-0.7294,True,False,True
653,WBD,Warner Bros Discovery,2025-12-26,positive,low,short,Retention of AEW programming through 2027 reinforces Warner Bros Discovery's content portfolio stabi,28.8,28.51,28.89,28.58,-1.0069,0.3125,-0.7639,False,True,False
725,NOW,ServiceNow,2025-12-23,positive,high,medium,"Acquiring Armis significantly enhances ServiceNow's cybersecurity offerings, allowing it to better s",154.36,154.23,148.81,125.4,-0.0842,-3.5955,-18.7613,False,False,False
726,NOW,ServiceNow,2025-12-23,positive,medium,medium,Integration of Armis's security software and its $340 million ARR with over 50% year-over-year growt,154.36,154.23,148.81,125.4,-0.0842,-3.5955,-18.7613,False,False,False
546,NVDA,NVIDIA,2025-12-21,positive,medium,short,"Bullish analyst sentiment with buy ratings and price targets above current levels, supported by conf",183.6801,190.5197,188.8398,186.2199,3.7237,2.8091,1.3828,True,True,True
547,NVDA,NVIDIA,2025-12-21,positive,high,long,Confidence in the 2026 launch of Blackwell-backed LLMs positions Nvidia to maintain a generational l,183.6801,190.5197,188.8398,186.2199,3.7237,2.8091,1.3828,True,True,True
647,DIS,Disney,2025-12-19,positive,medium,medium,Disney's targeted AI hiring and investment in OpenAI suggest a strategic push to innovate in guest e,111.24,113.56,111.85,111.2,2.0856,0.5484,-0.036,True,True,False
542,PANW,Palo Alto Networks,2025-12-19,positive,medium,medium,Closer collaboration with Google may improve Palo Alto Networks' positioning in the cloud security m,186.88,188.45,179.37,187.66,0.8401,-4.0186,0.4174,True,False,True
543,PANW,Palo Alto Networks,2025-12-19,positive,low,short,The positive sentiment from Wall Street and news of a closer relationship with Google could provide ,186.88,188.45,179.37,187.66,0.8401,-4.0186,0.4174,True,False,True
721,NFLX,Netflix,2025-12-19,positive,medium,medium,"By acquiring Ready Player Me, Netflix strengthens its gaming ecosystem with interoperable avatars, d",94.39,94.47,90.99,88.0,0.0848,-3.6021,-6.7698,True,False,False
722,NFLX,Netflix,2025-12-19,positive,low,long,"The integration of cross-game avatars may gradually increase Netflix's appeal in the gaming space, p",94.39,94.47,90.99,88.0,0.0848,-3.6021,-6.7698,True,False,False
536,NVDA,NVIDIA,2025-12-19,positive,medium,long,"Bernstein recommends buying Nvidia stock for 2026, suggesting expectations of long-term appreciation",180.9802,190.5197,188.8398,186.2199,5.271,4.3428,2.8952,True,True,True
537,ORCL,Oracle,2025-12-19,positive,medium,short,"Oracle's stock rose 7% after the announcement, and analysts view the deal as a positive development ",190.7975,196.7807,194.5147,190.4249,3.1359,1.9482,-0.1953,True,True,False
538,ORCL,Oracle,2025-12-19,positive,medium,medium,Oracle gains a high-profile role in managing sensitive data and compliance for a major social media ,190.7975,196.7807,194.5147,190.4249,3.1359,1.9482,-0.1953,True,True,False
539,ORCL,Oracle,2025-12-19,positive,low,medium,"The deal may lead to incremental growth in Oracle's cloud infrastructure usage, though the impact on",190.7975,196.7807,194.5147,190.4249,3.1359,1.9482,-0.1953,True,True,False
706,RIVN,Rivian,2025-12-18,positive,medium,short,The Universal Hands-Free feature significantly expands the driving scenarios in which Rivian’s drive,20.28,20.9,19.41,17.06,3.0572,-4.2899,-15.8777,True,False,False
707,RIVN,Rivian,2025-12-18,positive,low,medium,"Increased functionality may attract tech-focused EV buyers, though limited by the system's constrain",20.28,20.9,19.41,17.06,3.0572,-4.2899,-15.8777,True,False,False
709,RIVN,Rivian,2025-12-18,negative,medium,medium,Potential safety incidents related to driver inattention could lead to regulatory scrutiny or reputa,20.28,20.9,19.41,17.06,3.0572,-4.2899,-15.8777,False,True,True
533,MU,Micron,2025-12-18,positive,high,short,"Micron stock jumped 10% following a strong earnings beat and blowout guidance, with JPMorgan raising",248.3453,284.5555,315.2876,336.4886,14.5806,26.9553,35.4923,True,True,True
534,MU,Micron,2025-12-18,positive,medium,medium,Strong demand for AI memory and capacity constraints suggest Micron is well-positioned to maintain o,248.3453,284.5555,315.2876,336.4886,14.5806,26.9553,35.4923,True,True,True
535,MU,Micron,2025-12-18,positive,high,medium,"Robust demand, pricing power, and increased capital expenditures enhance Micron's ability to scale a",248.3453,284.5555,315.2876,336.4886,14.5806,26.9553,35.4923,True,True,True
528,ORCL,Oracle,2025-12-18,negative,medium,short,"Oracle's stock fell 5.4% amid concerns over debt and project delays, and investor sentiment is weake",178.9304,196.7807,194.5147,189.1892,9.9761,8.7097,5.7334,False,False,False
529,ORCL,Oracle,2025-12-18,negative,medium,medium,Delays in data center development for OpenAI could hinder Oracle's ability to capture cloud and AI i,178.9304,196.7807,194.5147,189.1892,9.9761,8.7097,5.7334,False,False,False
530,ORCL,Oracle,2025-12-18,negative,medium,medium,Funding setbacks and high debt levels may weaken Oracle's credibility and capacity to execute large-,178.9304,196.7807,194.5147,189.1892,9.9761,8.7097,5.7334,False,False,False
531,BP,BP,2025-12-18,positive,medium,short,Initial share price increase of 0.7% after the announcement and analyst commentary suggesting improv,32.8839,33.8316,35.3717,34.7004,2.882,7.5653,5.5239,True,True,True
532,BP,BP,2025-12-18,positive,medium,medium,Reinforcement of back-to-basics strategy through experienced leadership from Woodside Energy may str,32.8839,33.8316,35.3717,34.7004,2.882,7.5653,5.5239,True,True,True
450,META,Meta,2025-12-16,positive,medium,short,"By integrating leading external AI tools, Meta enhances internal productivity and innovation speed, ",656.5879,664.3712,665.3803,630.5502,1.1854,1.3391,-3.9656,True,True,False
452,GOOGL,Alphabet,2025-12-16,positive,high,short,Alphabet's stock has surged over 50% since mid-August due to renewed investor confidence in its AI i,306.3543,314.1289,313.6292,335.7337,2.5378,2.3747,9.59,True,True,True
453,GOOGL,Alphabet,2025-12-16,positive,medium,medium,Increased market valuation and AI-driven stock performance suggest Alphabet is gaining competitive m,306.3543,314.1289,313.6292,335.7337,2.5378,2.3747,9.59,True,True,True
454,META,Meta,2025-12-15,positive,medium,medium,Increased AI investment and organizational efficiency improvements position Meta to better compete i,646.9561,660.9341,658.1265,641.4208,2.1606,1.7266,-0.8556,True,True,False
455,META,Meta,2025-12-15,negative,medium,short,"Investors are worried about the company's strategy, particularly its plan to pour billions into AI, ",646.9561,660.9341,658.1265,641.4208,2.1606,1.7266,-0.8556,False,False,True
446,RIVN,Rivian,2025-12-13,positive,medium,medium,Rivian's development of proprietary AI chips and focus on autonomous driving enhances its technologi,18.7,22.45,20.9,19.22,20.0535,11.7647,2.7807,True,True,True
447,RIVN,Rivian,2025-12-13,positive,low,long,"If Rivian successfully aligns its adventure brand with advanced AI and autonomy, it may attract tech",18.7,22.45,20.9,19.22,20.0535,11.7647,2.7807,True,True,True
445,META,Meta,2025-12-11,positive,medium,medium,Meta's significant investment in AI infrastructure and clear strategic focus on frontier AI models l,651.6202,663.8816,662.7226,645.5073,1.8817,1.7038,-0.9381,True,True,False
442,WBD,Warner Bros Discovery,2025-12-08,positive,high,short,"A hostile bid from Paramount at $30 per share, higher than Netflix's offer, creates immediate upward",27.23,29.71,28.75,28.53,9.1076,5.5821,4.7742,True,True,True
443,WBD,Warner Bros Discovery,2025-12-08,positive,medium,medium,"Increased acquisition interest strengthens Warner Bros Discovery's strategic position, potentially l",27.23,29.71,28.75,28.53,9.1076,5.5821,4.7742,True,True,True
881,WBD,Warner Bros Discovery,2025-12-02,negative,medium,short,Loss of 12 Warner Bros. Discovery channels on DStv in Africa could reduce Warner Bros. Discovery's c,24.53,28.26,28.9,28.94,15.2059,17.8149,17.978,False,False,False
882,WBD,Warner Bros Discovery,2025-12-02,negative,low,short,Reduced distribution in a key African market may weaken Warner Bros. Discovery's competitive positio,24.53,28.26,28.9,28.94,15.2059,17.8149,17.978,False,False,False
736,META,Meta,2025-11-24,negative,medium,short,Increased litigation and reputational risk from allegations of inadequate safety policies may lead t,612.0264,639.7999,665.6866,660.9341,4.538,8.7676,7.9911,False,False,False
737,META,Meta,2025-11-24,negative,medium,medium,Ongoing public and regulatory scrutiny over safety failures could weaken Meta's standing compared to,612.0264,639.7999,665.6866,660.9341,4.538,8.7676,7.9911,False,False,False
738,META,Meta,2025-11-24,positive,high,short,The unredacted court filing and testimony from a former safety leader amplify existing regulatory an,612.0264,639.7999,665.6866,660.9341,4.538,8.7676,7.9911,True,True,True
458,BABA,Alibaba,2025-11-24,positive,medium,short,"Strong initial downloads of Qwen suggest increased traction in the AI application market, potentiall",160.73,164.26,158.13,150.96,2.1962,-1.6176,-6.0785,True,False,False
459,BABA,Alibaba,2025-11-24,positive,medium,short,A successful AI app debut enhances Alibaba's reputation as a competitive player in artificial intell,160.73,164.26,158.13,150.96,2.1962,-1.6176,-6.0785,True,False,False
734,META,Meta,2025-11-21,positive,medium,medium,"By securing energy through brokering, Meta strengthens its AI infrastructure scalability, improving ",593.2578,646.8682,672.2956,658.2065,9.0366,13.3227,10.9478,True,True,True
735,META,Meta,2025-11-20,positive,medium,medium,"Enhanced social VR capabilities in Hyperscape differentiate Meta’s metaverse offering, potentially i",588.1663,646.8682,660.4255,663.8816,9.9805,12.2855,12.8731,True,True,True
1005,NET,Cloudflare,2025-11-20,negative,medium,short,The global outage caused by an internal configuration error may temporarily undermine customer trust,191.39,200.21,204.15,193.83,4.6084,6.667,1.2749,False,False,False
731,NVDA,NVIDIA,2025-11-20,positive,high,short,"Nvidia's AI GPUs are sold out, demand exceeds supply, and Blackwell Ultra is leading across customer",180.6202,176.9806,183.3701,174.1306,-2.0151,1.5225,-3.593,False,True,False
732,NVDA,NVIDIA,2025-11-20,positive,medium,short,"Record revenue, $51.2B in data center sales, and a bullish Q4 outlook of $65B support investor confi",180.6202,176.9806,183.3701,174.1306,-2.0151,1.5225,-3.593,False,True,False
733,NVDA,NVIDIA,2025-11-20,positive,high,short,"Nvidia is selling every AI server chip it can make, with Blackwell Ultra driving growth, reinforcing",180.6202,176.9806,183.3701,174.1306,-2.0151,1.5225,-3.593,False,True,False
469,BLK,BlackRock,2025-11-19,negative,medium,short,Record outflows from BlackRock's Bitcoin ETF may temporarily reduce its market share in the spot Bit,1004.1747,1029.292,1068.6898,1059.1039,2.5013,6.4247,5.4701,False,False,False
467,META,Meta,2025-11-18,positive,medium,short,Winning the antitrust trial strengthens Meta's position to retain and integrate Instagram and WhatsA,596.6921,635.1577,646.0195,656.5879,6.4465,8.2668,10.038,True,True,True
468,META,Meta,2025-11-18,positive,medium,short,"Reduced regulatory overhang from the FTC case is likely to boost investor confidence, supporting sto",596.6921,635.1577,646.0195,656.5879,6.4465,8.2668,10.038,True,True,True
461,BIDU,Baidu,2025-11-14,negative,medium,short,The underwhelming reception of Baidu's latest AI model has led to a slump in its stock price due to ,116.0,110.95,116.89,125.01,-4.3535,0.7672,7.7672,True,False,False
462,AMAT,Applied Materials,2025-11-14,negative,medium,short,Sales decline is likely to negatively affect investor sentiment in the short term,225.2869,223.731,251.9358,258.8871,-0.6906,11.8289,14.9144,True,False,False
463,AMAT,Applied Materials,2025-11-14,positive,medium,long,Rebound predicted for 2026 may support recovery in stock valuation over the long term,225.2869,223.731,251.9358,258.8871,-0.6906,11.8289,14.9144,False,True,True
460,BA,Boeing,2025-11-13,positive,medium,short,"Ending the strike alleviates near-term operational risks, likely improving investor sentiment despit",194.58,179.38,189.0,200.71,-7.8117,-2.8677,3.1504,False,False,True
475,BLK,BlackRock,2025-11-11,positive,medium,medium,Increased investments in solar energy through Brasol could enhance BlackRock's exposure to the growi,1074.5188,1008.5886,1019.1085,1065.379,-6.1358,-5.1568,-0.8506,False,False,False
477,BLK,BlackRock,2025-11-11,positive,medium,long,Strengthening presence in renewable energy via Brasol improves BlackRock's competitive positioning i,1074.5188,1008.5886,1019.1085,1065.379,-6.1358,-5.1568,-0.8506,False,False,False
478,UBS,UBS,2025-11-11,negative,medium,medium,StanChart's exploration of reopening its private bank in Switzerland introduces a new competitive th,37.9997,37.0736,36.6447,40.2516,-2.4371,-3.5659,5.9261,True,True,False
471,LLY,Eli Lilly,2025-11-06,positive,medium,medium,Eloralintide matching Zepbound's results strengthens Eli Lilly's position in the obesity market by v,934.5056,1019.6682,1041.5516,1012.7996,9.1131,11.4548,8.3781,True,True,True
472,LLY,Eli Lilly,2025-11-06,positive,medium,medium,"With Eloralintide showing comparable efficacy to Zepbound, Eli Lilly could expand its obesity market",934.5056,1019.6682,1041.5516,1012.7996,9.1131,11.4548,8.3781,True,True,True
1152,AMZN,Amazon,2025-10-31,positive,high,short,Amazon's stock surged over 9% due to strong cloud results reinforcing confidence in its AI trajector,244.22,244.41,234.69,233.22,0.0778,-3.9022,-4.5041,True,False,False
1153,AMZN,Amazon,2025-10-31,positive,medium,medium,Improved perception of Amazon's cloud and AI capabilities strengthens its positioning against Micros,244.22,244.41,234.69,233.22,0.0778,-3.9022,-4.5041,True,False,False
806,META,Meta,2025-10-31,negative,medium,short,"Meta's stock fell after the earnings report due to investor concerns over rising AI spending, result",647.2675,620.6719,608.4424,646.8682,-4.1089,-5.9983,-0.0617,True,True,True
805,NFLX,Netflix,2025-10-30,positive,low,short,Stock split announcements often lead to a short-term boost in investor sentiment and share price; Ne,108.9,109.702,115.423,107.58,0.7365,5.9899,-1.2121,True,True,False
808,META,Meta,2025-10-30,negative,medium,short,"Meta shares fell nearly 9% in after-hours trading due to higher-than-expected tax charge, EPS miss, ",665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,True,True,True
809,META,Meta,2025-10-30,positive,high,long,"Aggressive AI infrastructure investment supports development of novel capabilities, enhancing engage",665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,False,False,False
810,META,Meta,2025-10-30,positive,medium,medium,"AI is enhancing engagement across Meta's platforms and driving targeted advertisements, which can in",665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,False,False,False
800,RIVN,Rivian,2025-10-30,negative,medium,short,"Layoff announcements often signal financial or operational challenges, which can lead to investor co",12.99,15.22,16.39,16.86,17.1671,26.174,29.7922,False,False,False
801,RIVN,Rivian,2025-10-30,negative,medium,medium,"Workforce reductions may slow innovation and execution speed, potentially impacting Rivian's ability",12.99,15.22,16.39,16.86,17.1671,26.174,29.7922,False,False,False
802,META,Meta,2025-10-30,negative,medium,short,Meta's stock plunged nearly 9% after earnings due to investor concerns over lack of clear monetizati,665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,True,True,True
803,META,Meta,2025-10-30,positive,high,long,"Sustained high investment in AI infrastructure and talent, including through Meta Superintelligence ",665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,False,False,False
804,META,Meta,2025-10-30,positive,medium,medium,"Increased AI infrastructure investment supports product innovation and scalability, potentially capt",665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,False,False,False
818,RIVN,Rivian,2025-10-24,positive,medium,medium,The launch of the affordable R2 SUV and continued investment in AI and autonomous driving enhance Ri,12.98,13.57,15.23,14.86,4.5455,17.3344,14.4838,True,True,True
819,RIVN,Rivian,2025-10-24,positive,medium,long,"The R2's $45,000 price point targets a broader consumer base, potentially increasing market share as",12.98,13.57,15.23,14.86,4.5455,17.3344,14.4838,True,True,True
820,RIVN,Rivian,2025-10-24,negative,low,short,"Layoffs of over 600 employees may signal financial or operational challenges, likely causing short-t",12.98,13.57,15.23,14.86,4.5455,17.3344,14.4838,False,False,False
816,META,Meta,2025-10-23,positive,medium,short,"Increased automation in risk and compliance functions improves operational efficiency, allowing Meta",732.7745,665.3572,617.9066,588.1663,-9.2003,-15.6758,-19.7343,False,False,False
817,META,Meta,2025-10-23,positive,low,short,"Cost savings from workforce reductions and automation may improve margins, potentially supporting st",732.7745,665.3572,617.9066,588.1663,-9.2003,-15.6758,-19.7343,False,False,False
826,CRM,Salesforce,2025-10-19,positive,medium,medium,"The high-profile, experiential nature of Dreamforce strengthens Salesforce's brand differentiation i",253.2369,253.7846,259.3417,242.6604,0.2163,2.4107,-4.1765,True,True,False
828,CRM,Salesforce,2025-10-19,positive,medium,medium,Positioning Dreamforce as the 'world's largest AI event' and leveraging celebrity and cultural capit,253.2369,253.7846,259.3417,242.6604,0.2163,2.4107,-4.1765,True,True,False
823,TSM,TSMC,2025-10-16,positive,high,short,"TSMC reported strong Q3 revenue and net income growth, raised full-year guidance, and highlighted ro",298.1925,289.1325,301.5539,280.6494,-3.0383,1.1273,-5.8831,False,True,False
824,TSM,TSMC,2025-10-16,positive,high,short,TSMC raised full-year guidance and reported a 40.8% year-over-year revenue increase driven by AI dem,298.1925,289.1325,301.5539,280.6494,-3.0383,1.1273,-5.8831,False,True,False
825,TSM,TSMC,2025-10-16,positive,medium,medium,Strong execution in meeting AI-driven demand reinforces TSMC's leadership in advanced semiconductor ,298.1925,289.1325,301.5539,280.6494,-3.0383,1.1273,-5.8831,False,True,False
1240,HF,Hugging Face,2025-10-03,negative,medium,medium,OpenAI's valuation surge to $500 billion highlights its dominant market position and ability to attr,20.9692,20.8305,21.0089,20.9791,-0.6615,0.189,0.0472,True,False,False
1304,META,Meta,2025-10-02,positive,medium,medium,"By using AI interaction data to improve recommendation relevance, Meta can increase user engagement ",725.8361,732.2853,710.8811,665.3572,0.8885,-2.0604,-8.3323,True,False,False
1305,META,Meta,2025-10-02,positive,medium,medium,Enhanced personalization using deeper AI signals strengthens Meta's competitive edge in social media,725.8361,732.2853,710.8811,665.3572,0.8885,-2.0604,-8.3323,True,False,False
935,META,Meta,2025-10-01,positive,medium,short,AI-driven ad personalization strengthens Meta's competitive edge in digital advertising by improving,716.1423,716.6415,716.3519,750.4149,0.0697,0.0293,4.7857,True,True,True
937,META,Meta,2025-10-01,positive,medium,medium,"Enhanced ad targeting using AI interactions could increase advertiser ROI, driving higher ad spend s",716.1423,716.6415,716.3519,750.4149,0.0697,0.0293,4.7857,True,True,True
1302,SPOT,Spotify,2025-09-27,positive,medium,medium,"By adopting DDEX standards for AI transparency, Spotify positions itself as a responsible leader in ",728.47,680.5,685.29,645.78,-6.585,-5.9275,-11.3512,False,False,False
926,META,Meta,2025-09-18,positive,medium,medium,Launch of consumer-ready smartglasses with differentiated AI features may increase Meta's presence i,778.4218,747.6595,725.8361,710.8811,-3.9519,-6.7554,-8.6766,False,False,False
927,META,Meta,2025-09-18,positive,medium,short,Introduction of AI-integrated smartglasses with partnerships in fitness tech strengthens Meta's posi,778.4218,747.6595,725.8361,710.8811,-3.9519,-6.7554,-8.6766,False,False,False
929,AMZN,Amazon,2025-09-18,positive,medium,medium,Improved profitability and faster revenue growth compared to competitor Flipkart suggest Amazon Indi,231.23,218.15,222.41,214.47,-5.6567,-3.8144,-7.2482,False,False,False
930,AMZN,Amazon,2025-09-18,positive,low,short,The significant reduction in losses and strong advertising revenue growth may modestly improve inves,231.23,218.15,222.41,214.47,-5.6567,-3.8144,-7.2482,False,False,False
931,AMZN,Amazon,2025-09-18,positive,medium,medium,Amazon India's sharper decline in losses and higher revenue growth compared to Flipkart indicate str,231.23,218.15,222.41,214.47,-5.6567,-3.8144,-7.2482,False,False,False
1077,PLTR,Palantir,2025-09-18,positive,medium,short,The high-value government contract and significant investment pledge signal strong revenue growth po,176.97,179.12,187.05,178.12,1.2149,5.6959,0.6498,True,True,True
1078,PLTR,Palantir,2025-09-18,positive,medium,medium,Securing a major defence contract and expanding footprint in key UK sectors enhances Palantir’s stra,176.97,179.12,187.05,178.12,1.2149,5.6959,0.6498,True,True,True
1079,PLTR,Palantir,2025-09-18,positive,high,short,The timing of the announcement during a high-profile US presidential visit and the expansion into se,176.97,179.12,187.05,178.12,1.2149,5.6959,0.6498,True,True,True
644,TSM,TSMC,2025-09-15,positive,medium,short,"Barclays raised its price target for TSMC from $275 to $325, citing strong AI-driven demand and favo",259.1263,271.132,271.7287,301.2257,4.6331,4.8634,16.2467,True,True,True
645,TSM,TSMC,2025-09-15,positive,low,medium,"Barclays sees little near-term competitive threat to TSMC from Samsung or Intel, reinforcing its lea",259.1263,271.132,271.7287,301.2257,4.6331,4.8634,16.2467,True,True,True
642,ORCL,Oracle,2025-09-13,positive,high,short,"Oracle’s stock surged following the earnings report driven by OpenAI’s anticipated cloud spending, i",299.7744,306.2434,281.2406,291.1707,2.1579,-6.1826,-2.8701,True,False,False
643,ORCL,Oracle,2025-09-13,positive,medium,medium,Increased reliance by OpenAI on Oracle’s cloud infrastructure strengthens Oracle’s position in the A,299.7744,306.2434,281.2406,291.1707,2.1579,-6.1826,-2.8701,True,False,False
637,AZN,AstraZeneca,2025-09-13,negative,medium,short,"Pausing a major investment may signal reduced confidence in the UK market, potentially affecting inv",154.4894,150.9859,145.9979,167.3157,-2.2678,-5.4965,8.3024,True,True,False
638,AZN,AstraZeneca,2025-09-13,negative,medium,medium,Delaying expansion in a key life sciences hub like Cambridge could slow innovation and talent acquis,154.4894,150.9859,145.9979,167.3157,-2.2678,-5.4965,8.3024,True,True,False
628,ORCL,Oracle,2025-09-12,positive,medium,short,Bullish options activity suggests increased investor confidence in Oracle's near-term stock performa,289.8924,306.2434,281.2406,291.1707,5.6404,-2.9845,0.441,True,False,True
988,AAPL,Apple,2025-09-12,positive,medium,short,"Strong buy-side investor sentiment, particularly from Indian retail investors, combined with histori",233.6247,245.033,254.974,244.8034,4.8832,9.1383,4.7849,True,True,True
627,ORCL,Oracle,2025-09-11,negative,medium,short,"Shares retreated 6-7% after a record high due to concerns about overreliance on OpenAI for growth, d",305.4496,294.2976,289.049,295.1463,-3.651,-5.3693,-3.3732,True,True,True
1409,ORCL,Oracle,2025-09-11,positive,high,short,Oracle's stock surged 35.98% following strong cloud revenue forecasts and major AI-related contracts,305.4496,294.2976,289.049,295.1463,-3.651,-5.3693,-3.3732,False,False,False
1410,ORCL,Oracle,2025-09-11,positive,medium,medium,"With a cloud services backlog nearing $500 billion and major contracts in AI infrastructure, Oracle ",305.4496,294.2976,289.049,295.1463,-3.651,-5.3693,-3.3732,False,False,False
1411,ORCL,Oracle,2025-09-11,positive,high,medium,Oracle's strategic positioning as a key AI cloud infrastructure provider through partnerships with l,305.4496,294.2976,289.049,295.1463,-3.651,-5.3693,-3.3732,False,False,False
611,INTC,Intel,2025-08-28,positive,medium,short,"Direct government investment signals confidence and improves public perception, consistent with prio",24.93,24.61,24.61,33.99,-1.2836,-1.2836,36.3418,False,False,True
612,INTC,Intel,2025-08-28,positive,medium,medium,"Government funding and stake may enhance capital investment in manufacturing, supporting domestic pr",24.93,24.61,24.61,33.99,-1.2836,-1.2836,36.3418,False,False,True
608,NVDA,NVIDIA,2025-08-28,positive,high,short,"Extraordinary demand and full-speed ramp-up of Blackwell Ultra platform indicate strong adoption, re",180.1401,171.6315,177.1506,177.6705,-4.7233,-1.6595,-1.3709,False,False,False
610,NVDA,NVIDIA,2025-08-28,positive,high,short,"Nvidia is positioned at the center of the AI race with Blackwell, reinforcing technological leadersh",180.1401,171.6315,177.1506,177.6705,-4.7233,-1.6595,-1.3709,False,False,False
1296,CRWD,CrowdStrike,2025-08-28,negative,medium,short,Shares dropped nearly 3% in extended trading after weak revenue forecast despite strong second-quart,442.0,412.46,433.38,473.09,-6.6833,-1.9502,7.0339,True,True,False
1297,CRWD,CrowdStrike,2025-08-28,negative,medium,medium,Lingering fallout from the outage and revenue incentives may weaken CrowdStrike’s position amid incr,442.0,412.46,433.38,473.09,-6.6833,-1.9502,7.0339,True,True,False
1412,NVDA,NVIDIA,2025-08-28,positive,medium,short,"La previsión de ingresos récord supera las expectativas de Wall Street, lo que generalmente supports",180.1401,171.6315,177.1506,177.6705,-4.7233,-1.6595,-1.3709,False,False,False
1413,NVDA,NVIDIA,2025-08-28,positive,high,medium,Continued strong demand from major cloud providers and record data center revenue suggest Nvidia is ,180.1401,171.6315,177.1506,177.6705,-4.7233,-1.6595,-1.3709,False,False,False
1414,NVDA,NVIDIA,2025-08-28,positive,high,medium,"Dominance in AI chip supply, especially for generative AI infrastructure, reinforces Nvidia's techno",180.1401,171.6315,177.1506,177.6705,-4.7233,-1.6595,-1.3709,False,False,False
1284,NVDA,NVIDIA,2025-08-22,negative,medium,short,Production halt of the H20 chip due to Beijing's pressure reduces Nvidia's ability to serve the Chin,177.9604,174.151,166.9923,176.6506,-2.1406,-6.1633,-0.736,True,True,True
1285,NVDA,NVIDIA,2025-08-22,negative,low,short,"Nvidia’s shares slid 1.9% in Asia trading following news of the H20 production halt, reflecting shor",177.9604,174.151,166.9923,176.6506,-2.1406,-6.1633,-0.736,True,True,True
1286,NVDA,NVIDIA,2025-08-22,negative,medium,short,"Suspension of H20 production weakens Nvidia’s position in China, where local firms are being incenti",177.9604,174.151,166.9923,176.6506,-2.1406,-6.1633,-0.736,True,True,True
844,AMZN,Amazon,2025-08-14,positive,medium,medium,"Amazon's expansion into same-day grocery delivery in 1,000 cities, growing to 2,300 by 2025, targets",230.98,221.95,231.6,229.95,-3.9094,0.2684,-0.4459,False,True,False
845,AMZN,Amazon,2025-08-14,positive,medium,short,"Walmart's stock dropped over 2% and Instacart's stock fell 11% following the announcement, indicatin",230.98,221.95,231.6,229.95,-3.9094,0.2684,-0.4459,False,True,False
846,AMZN,Amazon,2025-08-14,positive,low,short,"While not directly stated, the negative market reaction in competitors suggests potential investor c",230.98,221.95,231.6,229.95,-3.9094,0.2684,-0.4459,False,True,False
855,PLTR,Palantir,2025-08-10,positive,medium,short,"Stock momentum remains strong due to AI integration, government ties, and recent stellar earnings, s",182.68,177.17,158.74,153.11,-3.0162,-13.1049,-16.1868,False,False,False
856,PLTR,Palantir,2025-08-10,negative,high,long,"Current valuation is unsustainable relative to projected revenues, requiring $60 billion in sales to",182.68,177.17,158.74,153.11,-3.0162,-13.1049,-16.1868,True,True,True
857,PLTR,Palantir,2025-08-10,positive,medium,medium,Recognition as 'the best story in all of software' and leadership in AI-driven government and enterp,182.68,177.17,158.74,153.11,-3.0162,-13.1049,-16.1868,False,False,False
1208,INTC,Intel,2025-08-08,negative,medium,short,Trump's public demand for CEO resignation and allegations of conflict due to ties with Chinese firms,19.95,24.56,24.8,24.49,23.1078,24.3108,22.7569,False,False,False
1209,INTC,Intel,2025-08-08,negative,low,short,"Leadership instability and political scrutiny may delay turnaround plans, giving competitors like Nv",19.95,24.56,24.8,24.49,23.1078,24.3108,22.7569,False,False,False
1210,META,Meta,2025-08-08,positive,high,medium,"The $29 billion financing enables accelerated AI infrastructure development, strengthening Meta's ca",767.4975,783.3901,753.0215,750.687,2.0707,-1.8861,-2.1903,True,False,False
1289,TSM,TSMC,2025-08-08,negative,medium,short,"The leak of trade secrets, even if not directly TSMC’s fault, could undermine confidence in its IP p",239.7449,236.8203,230.9811,241.3113,-1.2199,-3.6555,0.6534,True,True,False
1290,TSM,TSMC,2025-08-08,negative,low,short,"While the incident does not directly implicate TSMC in wrongdoing, associated supply chain instabili",239.7449,236.8203,230.9811,241.3113,-1.2199,-3.6555,0.6534,True,True,False
1218,META,Meta,2025-08-08,positive,high,long,"The $29 billion financing enables large-scale AI data center development, strengthening Meta's infra",767.4975,783.3901,753.0215,750.687,2.0707,-1.8861,-2.1903,True,False,False
1511,SPOT,Spotify,2025-08-07,positive,medium,short,"The introduction of AI DJ, which provides personalized, context-rich music recommendations using gen",686.74,698.5,689.47,703.85,1.7124,0.3975,2.4915,True,True,True
1513,SPOT,Spotify,2025-08-07,positive,medium,medium,Investment in advanced AI features like AI DJ strengthens Spotify’s differentiation from competitors,686.74,698.5,689.47,703.85,1.7124,0.3975,2.4915,True,True,True
851,PLTR,Palantir,2025-08-07,negative,medium,medium,"CEO's remarks may deepen skepticism among educated public and academia, contributing to declining pu",182.2,181.02,156.18,156.14,-0.6476,-14.281,-14.303,True,True,True
852,PLTR,Palantir,2025-08-07,positive,medium,long,Positioning Palantir as a meritocratic alternative to elite education could strengthen employer bran,182.2,181.02,156.18,156.14,-0.6476,-14.281,-14.303,False,False,False
1288,TSM,TSMC,2025-08-07,negative,medium,short,Increased geopolitical risk and costly overseas expansion could weigh on investor sentiment in the n,240.5281,238.922,225.3699,233.182,-0.6677,-6.302,-3.0541,True,True,True
1509,TSM,TSMC,2025-08-07,positive,medium,short,Tariff exemption strengthens TSMC's competitive position relative to non-U.S.-based semiconductor ma,240.5281,238.922,225.3699,233.182,-0.6677,-6.302,-3.0541,False,False,False
1510,TSM,TSMC,2025-08-07,positive,low,short,"Exemption from high tariffs provides operational certainty and reduces near-term geopolitical risk, ",240.5281,238.922,225.3699,233.182,-0.6677,-6.302,-3.0541,False,False,False
873,PLTR,Palantir,2025-08-05,positive,high,short,"Palantir's strong earnings, revenue growth of nearly 50%, net income up 144%, raised guidance, and i",173.27,186.97,157.75,157.09,7.9067,-8.9571,-9.338,True,False,False
874,PLTR,Palantir,2025-08-05,positive,medium,medium,Investor confidence in Palantir's AI-powered efficiency and scalability may accelerate adoption in g,173.27,186.97,157.75,157.09,7.9067,-8.9571,-9.338,True,False,False
875,PLTR,Palantir,2025-08-05,positive,medium,short,Palantir's demonstrated ability to grow revenue while reducing workforce through AI gives it a perce,173.27,186.97,157.75,157.09,7.9067,-8.9571,-9.338,True,False,False
1463,META,Meta,2025-08-01,positive,high,short,Meta shares jump after strong third-quarter sales forecast and better-than-expected financial perfor,748.2527,767.4975,783.3901,736.9692,2.572,4.6959,-1.508,True,True,False
1307,MSFT,Microsoft,2025-08-01,positive,high,short,"Microsoft's stock rose 3.9% on July 31, 2025, following record valuation and strong quarterly result",521.0829,519.0249,517.1657,504.5917,-0.395,-0.7517,-3.1648,False,False,False
1308,MSFT,Microsoft,2025-08-01,positive,medium,medium,Azure's 39% growth and increasing AI-driven cloud revenue suggest Microsoft is gaining cloud market ,521.0829,519.0249,517.1657,504.5917,-0.395,-0.7517,-3.1648,False,False,False
1309,MSFT,Microsoft,2025-08-01,positive,high,long,"Surpassing four trillion dollars in market cap, second only to Nvidia, reinforces Microsoft's elite ",521.0829,519.0249,517.1657,504.5917,-0.395,-0.7517,-3.1648,False,False,False
1400,ARM,Arm Holdings,2025-07-31,negative,high,short,Arm's shares dropped nearly 13% following disappointing guidance and a strategic shift that risks cu,141.375,135.57,140.55,142.55,-4.1061,-0.5836,0.8311,True,True,False
1401,ARM,Arm Holdings,2025-07-31,negative,medium,medium,Developing full chip solutions may lead to conflicts of interest with key customers like Nvidia and ,141.375,135.57,140.55,142.55,-4.1061,-0.5836,0.8311,True,True,False
1402,ARM,Arm Holdings,2025-07-31,negative,low,long,Long-term market share could be affected if customers reduce reliance on Arm's IP due to competitive,141.375,135.57,140.55,142.55,-4.1061,-0.5836,0.8311,True,True,False
870,META,Meta,2025-07-31,positive,high,short,Shares soared 11.5% in after-hours trading following strong Q2 results and an ambitious AI vision th,771.6278,760.045,780.2974,749.3502,-1.5011,1.1235,-2.8871,False,True,False
871,META,Meta,2025-07-31,positive,medium,medium,Meta's focus on building elite AI talent and infrastructure positions it to compete more effectively,771.6278,760.045,780.2974,749.3502,-1.5011,1.1235,-2.8871,False,True,False
872,META,Meta,2025-07-31,positive,medium,medium,"With AI integration across Facebook, Instagram, WhatsApp, and Messenger, Meta could enhance user eng",771.6278,760.045,780.2974,749.3502,-1.5011,1.1235,-2.8871,False,True,False
1221,META,Meta,2025-07-31,positive,high,short,"Meta's stock rose over 10% following stronger-than-expected Q2 results and revenue guidance, reflect",771.6278,760.045,780.2974,749.3502,-1.5011,1.1235,-2.8871,False,True,False
1222,META,Meta,2025-07-31,positive,medium,medium,"Aggressive investment in AI talent and infrastructure positions Meta to better compete with OpenAI, ",771.6278,760.045,780.2974,749.3502,-1.5011,1.1235,-2.8871,False,True,False
1223,META,Meta,2025-07-31,positive,medium,medium,Strong ad revenue growth and AI-driven product enhancements may increase user engagement and ad mark,771.6278,760.045,780.2974,749.3502,-1.5011,1.1235,-2.8871,False,True,False
1279,UBS,UBS,2025-07-30,negative,medium,medium,Proposed capital requirements could impair competitiveness if implemented; CEO warns 42 billion doll,36.9761,37.0834,38.6529,39.15,0.29,4.5347,5.8793,False,False,False
893,META,Meta,2025-07-26,positive,high,medium,Hiring a foundational OpenAI researcher and formalizing leadership under a strong AI executive team ,715.9486,748.2527,767.4975,753.0215,4.5121,7.2001,5.1781,True,True,True
894,META,Meta,2025-07-26,positive,medium,long,"Strengthening AI talent base supports future AI product development, potentially increasing market s",715.9486,748.2527,767.4975,753.0215,4.5121,7.2001,5.1781,True,True,True
1558,VZ,Verizon,2025-07-24,negative,low,short,"The $175 million penalty represents a one-time cost that may slightly pressure earnings, but given V",41.0128,40.7082,40.8891,42.8693,-0.7428,-0.3018,4.5264,True,True,False
1559,VZ,Verizon,2025-07-24,negative,medium,short,Increased legal risk from patent litigation could affect investor sentiment and raise concerns about,41.0128,40.7082,40.8891,42.8693,-0.7428,-0.3018,4.5264,True,True,False
799,META,Meta,2025-07-17,negative,medium,short,Public perception may be negatively influenced by the association of top executives with privacy vio,699.7665,713.1252,771.6278,780.2974,1.909,10.2693,11.5083,False,False,False
1109,NVDA,NVIDIA,2025-07-10,positive,high,short,Nvidia's stock has surged 69% since early April and analysts project an additional 17% rise to $190 ,164.0727,172.9713,173.7111,180.74,5.4235,5.8745,10.1584,True,True,True
1110,NVDA,NVIDIA,2025-07-10,positive,medium,medium,Ongoing demand from big tech and AI innovators for high-performance computing chips reinforces Nvidi,164.0727,172.9713,173.7111,180.74,5.4235,5.8745,10.1584,True,True,True
1111,NVDA,NVIDIA,2025-07-10,positive,high,long,"Nvidia's technological leadership in AI semiconductors, combined with increasing demand and strategi",164.0727,172.9713,173.7111,180.74,5.4235,5.8745,10.1584,True,True,True
998,NVDA,NVIDIA,2025-07-03,positive,high,short,Insatiable demand for Nvidia's high-end processors from major tech companies building AI data center,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
999,NVDA,NVIDIA,2025-07-03,positive,high,short,Nvidia's market capitalization surpassing Apple's record and shares rising 2.2% amid strong AI optim,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
1000,NVDA,NVIDIA,2025-07-03,positive,high,short,Becoming the most valuable company in history and leading in AI chip design for large model training,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
1406,NVDA,NVIDIA,2025-07-03,positive,high,medium,Sustained AI data center expansion by major tech firms drives insatiable demand for Nvidia's leading,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
1407,NVDA,NVIDIA,2025-07-03,positive,high,short,"Record market capitalization and strong stock performance, supported by robust demand and investor c",159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
1408,NVDA,NVIDIA,2025-07-03,positive,high,medium,Nvidia's central role in powering AI data centers for top tech companies strengthens its competitive,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
1082,MU,Micron,2025-07-03,positive,medium,medium,"The new Singapore plant will expand Micron's HBM production capacity, allowing it to capture growing",121.998,122.9316,113.0959,108.9819,0.7653,-7.2969,-10.6691,True,False,False
1083,MU,Micron,2025-07-03,positive,medium,medium,"With increased HBM output from Singapore and planned U.S. production, Micron strengthens its ability",121.998,122.9316,113.0959,108.9819,0.7653,-7.2969,-10.6691,True,False,False
1084,MU,Micron,2025-07-03,positive,low,long,Sustained revenue growth from rising HBM demand and expanded production capacity could support long-,121.998,122.9316,113.0959,108.9819,0.7653,-7.2969,-10.6691,True,False,False
1506,BP,BP,2025-07-02,positive,medium,short,"Takeover speculation and activist involvement typically create short-term stock price momentum, even",30.038,30.0093,30.633,30.9497,-0.0958,1.9808,3.0351,False,True,True
1507,BP,BP,2025-07-02,negative,medium,medium,Persistent speculation that BP could be acquired may weaken its strategic autonomy and bargaining po,30.038,30.0093,30.633,30.9497,-0.0958,1.9808,3.0351,True,False,False
902,META,Meta,2025-06-13,positive,high,medium,Acquiring key AI talent and investing heavily in AI infrastructure through Scale AI strengthens Meta,680.7462,680.7512,731.9111,715.8289,0.0007,7.516,5.1536,True,True,True
903,META,Meta,2025-06-13,positive,medium,short,Major strategic investment in AI and high-profile talent acquisition may be viewed favorably by inve,680.7462,680.7512,731.9111,715.8289,0.0007,7.516,5.1536,True,True,True
1476,NVS,Novartis,2025-06-13,positive,medium,short,"Novo Nordisk's leadership turmoil and stock decline may weaken its market positioning, creating oppo",115.9217,112.3504,116.4652,117.4453,-3.0808,0.4688,1.3144,False,True,True
1477,NVS,Novartis,2025-06-13,positive,low,short,"While Novartis is not directly affected by Novo Nordisk's CEO dismissal, reduced competitive pressur",115.9217,112.3504,116.4652,117.4453,-3.0808,0.4688,1.3144,False,True,True
1085,AMD,AMD,2025-06-13,positive,high,medium,AMD’s launch of the Helios server and partnership with OpenAI strengthen its position in the AI chip,116.16,128.24,143.81,146.42,10.3995,23.8034,26.0503,True,True,True
1086,AMD,AMD,2025-06-13,positive,medium,long,Increased adoption by major AI firms like OpenAI and the 2026 release of Helios servers could gradua,116.16,128.24,143.81,146.42,10.3995,23.8034,26.0503,True,True,True
906,WBD,Warner Bros Discovery,2025-06-10,positive,medium,long,"The split into two focused companies is expected to enhance strategic agility and brand focus, impro",10.01,10.58,10.9,11.41,5.6943,8.8911,13.986,True,True,True
907,WBD,Warner Bros Discovery,2025-06-10,positive,medium,medium,"Analysts view the spin-off as a way to unlock unrecognized value, with BofA Securities maintaining a",10.01,10.58,10.9,11.41,5.6943,8.8911,13.986,True,True,True
1395,UBS,UBS,2025-06-08,positive,medium,short,"Despite the headline capital charge, UBS shares rose 8% due to investor expectations that the final ",32.1019,31.1758,29.655,33.3107,-2.8849,-7.6222,3.7656,False,False,True
1396,UBS,UBS,2025-06-08,negative,medium,long,"Increased capital requirements may constrain UBS's ability to invest and compete globally, especiall",32.1019,31.1758,29.655,33.3107,-2.8849,-7.6222,3.7656,True,True,False
1397,UBS,UBS,2025-06-08,positive,high,medium,"The new draft law significantly increases regulatory obligations, including capitalization of foreig",32.1019,31.1758,29.655,33.3107,-2.8849,-7.6222,3.7656,False,False,True
1556,UBS,UBS,2025-06-06,negative,medium,short,"Stricter capital requirements may constrain UBS's ability to deploy capital efficiently, increasing ",32.7745,31.1758,29.655,33.3107,-4.878,-9.5181,1.6359,True,True,False
1557,UBS,UBS,2025-06-06,negative,low,short,"Announcement of higher capital requirements could lead to margin compression concerns, negatively im",32.7745,31.1758,29.655,33.3107,-4.878,-9.5181,1.6359,True,True,False
1393,AVGO,Broadcom,2025-06-06,negative,medium,short,"Broadcom's stock fell 2% in extended trading after the forecast missed the loftiest expectations, de",244.9453,246.7011,248.5644,272.6165,0.7168,1.4775,11.2969,False,False,False
913,META,Meta,2025-06-04,positive,medium,long,"Securing long-term, stable nuclear power enhances Meta's ability to scale AI infrastructure, improvi",685.8104,691.9812,694.1398,711.8981,0.8998,1.2145,3.8039,True,True,True
914,META,Meta,2025-06-04,positive,high,long,The 20-year power purchase agreement with Constellation Energy directly supports Meta's growing AI w,685.8104,691.9812,694.1398,711.8981,0.8998,1.2145,3.8039,True,True,True
1106,AVGO,Broadcom,2025-06-02,negative,medium,short,"Dissatisfied partners may drive customers toward competing private cloud solutions, increasing migra",246.711,242.3166,250.0738,274.0781,-1.7812,1.363,11.0927,True,False,False
1107,AVGO,Broadcom,2025-06-02,negative,medium,medium,"Reducing the number of channel partners, especially long-standing ones, could erode VMware's market ",246.711,242.3166,250.0738,274.0781,-1.7812,1.363,11.0927,True,False,False
1196,NVDA,NVIDIA,2025-05-29,positive,high,short,Nvidia's revenue surpassing $44bn despite China sales restrictions indicates robust global demand fo,139.1572,139.957,144.9759,154.9942,0.5748,4.1814,11.3807,True,True,True
1197,NVDA,NVIDIA,2025-05-29,positive,medium,medium,Ability to achieve record revenue under geopolitical constraints reinforces Nvidia's competitive adv,139.1572,139.957,144.9759,154.9942,0.5748,4.1814,11.3807,True,True,True
1198,NVDA,NVIDIA,2025-05-29,positive,medium,short,Strong revenue performance despite headwinds aligns with analyst sentiment supporting stock valuatio,139.1572,139.957,144.9759,154.9942,0.5748,4.1814,11.3807,True,True,True
1203,LHX,L3Harris Technologies,2025-05-29,positive,medium,short,Technical breakout above $232 resistance and inclusion in a model portfolio suggest near-term upward,239.3204,239.1635,247.3939,243.8468,-0.0655,3.3735,1.8914,False,True,True
1503,META,Meta,2025-05-29,positive,medium,medium,"One billion monthly users of Meta AI strengthens Meta's position in the generative AI race, though i",643.0439,682.4907,691.2036,724.3888,6.1344,7.4893,12.65,True,True,True
1504,META,Meta,2025-05-29,positive,low,short,"High user engagement with Meta AI may lead to incremental gains in AI assistant market share, but Go",643.0439,682.4907,691.2036,724.3888,6.1344,7.4893,12.65,True,True,True
1271,NVS,Novartis,2025-05-29,positive,medium,short,"As a competitor in the metabolic and pharmaceutical space, Novartis may benefit from Novo Nordisk's ",109.2546,114.3108,117.2027,116.766,4.6278,7.2748,6.8751,True,True,True
1272,NVS,Novartis,2025-05-29,positive,low,short,"While not directly mentioned, the known positive impact of production investment and divestment on N",109.2546,114.3108,117.2027,116.766,4.6278,7.2748,6.8751,True,True,True
1273,META,Meta,2025-05-29,positive,medium,medium,"Increased AI integration in advertising and user content, combined with high advertiser adoption, po",643.0439,682.4907,691.2036,724.3888,6.1344,7.4893,12.65,True,True,True
1274,META,Meta,2025-05-29,positive,high,medium,"Meta's massive AI investment, global user base, and early lead in AI-powered advertising tools stren",643.0439,682.4907,691.2036,724.3888,6.1344,7.4893,12.65,True,True,True
1199,META,Meta,2025-05-25,positive,medium,medium,"Expanding AI training with user data may improve Meta AI and Llama models, enhancing competitiveness",640.3224,645.4763,695.5401,680.7512,0.8049,8.6234,6.3138,True,True,True
1200,META,Meta,2025-05-25,negative,high,short,"Noyb's challenge and opt-out model may lead to GDPR enforcement actions, increasing regulatory and l",640.3224,645.4763,695.5401,680.7512,0.8049,8.6234,6.3138,False,False,False
1201,META,Meta,2025-05-25,negative,medium,short,"Public backlash over data usage for AI without explicit consent could harm user trust, especially in",640.3224,645.4763,695.5401,680.7512,0.8049,8.6234,6.3138,False,False,False
1202,META,Meta,2025-05-25,negative,low,short,Short-term investor concerns may arise from increased regulatory scrutiny and reputational risk tied,640.3224,645.4763,695.5401,680.7512,0.8049,8.6234,6.3138,False,False,False
1259,TSLA,Tesla,2025-05-23,negative,medium,short,Being outsold in Europe suggests Tesla is losing market share to a strong competitor in a key region,339.34,346.46,295.14,322.16,2.0982,-13.0253,-5.0628,False,True,True
1260,TSLA,Tesla,2025-05-23,negative,medium,short,A competitor labeled as a 'Tesla-killer' gaining sales leadership in Europe undermines Tesla's compe,339.34,346.46,295.14,322.16,2.0982,-13.0253,-5.0628,False,True,True
1261,TSLA,Tesla,2025-05-23,negative,low,short,"Missing sales expectations in a major market can negatively impact investor sentiment, especially am",339.34,346.46,295.14,322.16,2.0982,-13.0253,-5.0628,False,True,True
1464,SHOP,Shopify,2025-05-23,positive,medium,short,"The launch of the AI Store Builder enhances Shopify's product offering, differentiating its platform",101.51,107.22,111.41,106.4,5.6251,9.7527,4.8173,True,True,True
1189,WBD,Warner Bros Discovery,2025-05-14,positive,medium,medium,"By refocusing on HBO's premium brand and distinct adult-oriented content, WBD aims to carve out a cl",9.21,8.95,10.02,10.51,-2.823,8.7948,14.1151,False,True,True
1282,META,Meta,2025-05-08,negative,medium,short,Public exposure of widespread scam activity leveraging Meta's platforms may weaken user trust and in,596.1501,641.8775,634.5903,682.4907,7.6704,6.4481,14.483,False,False,False
1283,META,Meta,2025-05-08,negative,low,short,"While the takedown demonstrates proactive moderation, the underlying prevalence of sophisticated sca",596.1501,641.8775,634.5903,682.4907,7.6704,6.4481,14.483,False,False,False
1473,V,Visa,2025-05-08,positive,high,long,"By enabling AI agents to use its payment network, Visa positions itself as a foundational player in ",348.6606,360.2059,355.9009,364.6501,3.3113,2.0766,4.586,True,True,True
1474,V,Visa,2025-05-08,positive,medium,medium,Opening its network to AI developers and expanding in key markets like Europe by 2025 could increase,348.6606,360.2059,355.9009,364.6501,3.3113,2.0766,4.586,True,True,True
1475,V,Visa,2025-05-08,positive,low,short,"The announcement of a forward-looking strategic initiative may generate investor interest, though im",348.6606,360.2059,355.9009,364.6501,3.3113,2.0766,4.586,True,True,True
1263,SHEL,Shell,2025-05-06,positive,medium,short,Speculation of a potential takeover typically leads to short-term stock price appreciation for the t,62.5873,65.0004,64.7364,65.9122,3.8556,3.4338,5.3125,True,True,True
1265,BP,BP,2025-05-06,positive,high,short,"Speculation of a potential takeover by Shell has triggered a rally in BP's shares, indicating strong",26.8205,28.8603,28.0227,28.3682,7.6056,4.4825,5.7707,True,True,True
1027,HF,Hugging Face,2025-05-06,positive,medium,short,Releasing a free agentic tool enhances Hugging Face's visibility and credibility in the AI agent spa,20.0112,19.81,19.7932,19.7803,-1.0051,-1.0892,-1.1536,False,False,False
1028,HF,Hugging Face,2025-05-06,positive,low,medium,"The free availability of Open Computer Agent may attract developers to Hugging Face’s platform, pote",20.0112,19.81,19.7932,19.7803,-1.0051,-1.0892,-1.1536,False,False,False
1029,RIVN,Rivian,2025-05-06,negative,medium,short,"Rivian is reducing delivery guidance while facing increased costs from tariffs, which may limit its ",13.5,14.87,16.92,14.37,10.1481,25.3333,6.4444,False,False,False
1030,RIVN,Rivian,2025-05-06,negative,medium,short,"Lower delivery guidance, rising capex, and macroeconomic uncertainty are likely to weigh on investor",13.5,14.87,16.92,14.37,10.1481,25.3333,6.4444,False,False,False
1031,RIVN,Rivian,2025-05-06,negative,medium,short,Delays in volume growth and rising costs from tariffs weaken Rivian’s position relative to larger au,13.5,14.87,16.92,14.37,10.1481,25.3333,6.4444,False,False,False
1021,SPOT,Spotify,2025-05-04,positive,medium,medium,Growing adoption of Backstage across major enterprises and the launch of Spotify Portal for Backstag,637.65,648.25,656.3,665.14,1.6624,2.9248,4.3111,True,True,True
1022,SPOT,Spotify,2025-05-04,positive,low,long,"While Backstage is gaining traction in the internal developer portal space, its market share impact ",637.65,648.25,656.3,665.14,1.6624,2.9248,4.3111,True,True,True
1067,AMZN,Amazon,2025-05-02,positive,medium,short,"Amazon is positioned to gain market share during tariff-related uncertainty, as it did during the pa",189.98,193.06,205.59,205.01,1.6212,8.2167,7.9114,True,True,True
1068,AMZN,Amazon,2025-05-02,positive,medium,short,"Diverse seller base and proactive inventory management reduce the risk of price increases, strengthe",189.98,193.06,205.59,205.01,1.6212,8.2167,7.9114,True,True,True
1375,META,Meta,2025-05-02,positive,medium,medium,"Launching a premium AI service positions Meta to compete more effectively with OpenAI, Google, and M",595.1632,590.6473,638.3485,645.4763,-0.7588,7.256,8.4537,False,True,True
1376,META,Meta,2025-05-02,positive,medium,medium,With nearly a billion users already on Meta AI and a potential premium tier offering enhanced featur,595.1632,590.6473,638.3485,645.4763,-0.7588,7.256,8.4537,False,True,True
1037,META,Meta,2025-04-29,positive,medium,short,Launching a standalone AI app enhances Meta's visibility and positioning in the competitive AI assis,552.7156,585.4835,653.9897,640.3223,5.9285,18.323,15.8502,True,True,True
1038,META,Meta,2025-04-29,positive,low,medium,"The app leverages Meta's extensive user data for personalization, which could attract users over tim",552.7156,585.4835,653.9897,640.3223,5.9285,18.323,15.8502,True,True,True
1039,PL,Planet Labs,2025-04-29,negative,medium,medium,"The $20M funding enables Near Space Labs to scale its stratospheric imaging operations, increasing c",3.43,3.5,3.78,3.97,2.0408,10.2041,15.7434,False,False,False
1291,META,Meta,2025-04-26,negative,medium,short,"High-profile public protest by grieving parents increases reputational damage and litigation risk, w",548.0302,595.1632,590.6473,625.1098,8.6004,7.7764,14.0648,False,False,False
1292,META,Meta,2025-04-26,negative,medium,medium,Growing civil society and regulatory pressure could force Meta to implement stricter safety measures,548.0302,595.1632,590.6473,625.1098,8.6004,7.7764,14.0648,False,False,False
1293,META,Meta,2025-04-26,positive,high,short,"The protest is a direct indicator of escalating civil society pressure, which is likely to attract f",548.0302,595.1632,590.6473,625.1098,8.6004,7.7764,14.0648,True,True,True
1362,GOOGL,Alphabet,2025-04-24,positive,medium,short,Alphabet exceeded earnings expectations and stock jumped over 7% in after-hours trading despite macr,158.7296,160.7426,153.7469,170.2796,1.2682,-3.1391,7.2765,True,False,True
1047,NFLX,Netflix,2025-04-23,positive,medium,long,"Articulation of a $1 trillion market cap goal by co-CEO suggests strong long-term confidence, which ",104.959,113.172,115.541,119.463,7.825,10.082,13.8187,True,True,True
1048,NFLX,Netflix,2025-04-23,positive,medium,long,Ambitious growth targets and diversification into new ventures like theater and retail may strengthe,104.959,113.172,115.541,119.463,7.825,10.082,13.8187,True,True,True
1052,META,Meta,2025-04-23,positive,medium,medium,"Expanding ads globally increases Threads' competitiveness against X, leveraging high user engagement",518.652,547.2925,594.9539,633.5235,5.5221,14.7116,22.1481,True,True,True
1053,META,Meta,2025-04-23,positive,high,short,Opening ad inventory to global advertisers directly expands monetization opportunities across a user,518.652,547.2925,594.9539,633.5235,5.5221,14.7116,22.1481,True,True,True
1054,META,Meta,2025-04-23,positive,medium,medium,"Meta positions Threads as more advertiser-friendly than X, using Instagram's network effects to stre",518.652,547.2925,594.9539,633.5235,5.5221,14.7116,22.1481,True,True,True
1045,META,Meta,2025-04-20,negative,medium,long,Ongoing struggles with Facebook's cultural relevance may weaken Meta's competitive position over tim,483.1527,545.568,595.1632,638.3485,12.9183,23.1833,32.1215,False,False,False
1046,META,Meta,2025-04-20,negative,medium,long,Declining cultural relevance of Facebook could lead to erosion in user engagement and time spent on ,483.1527,545.568,595.1632,638.3485,12.9183,23.1833,32.1215,False,False,False
1040,META,Meta,2025-04-17,negative,medium,short,TikTok's continued dominance in short-form video has already caused a dramatic slowdown in Meta's gr,499.9204,531.4919,570.4304,641.8775,6.3153,14.1043,28.3959,False,False,False
1041,META,Meta,2025-04-17,negative,medium,short,Zuckerberg's admission that TikTok directly slowed Meta's growth implies a loss of user engagement a,499.9204,531.4919,570.4304,641.8775,6.3153,14.1043,28.3959,False,False,False
1058,RIVN,Rivian,2025-04-16,positive,medium,medium,"HelloFresh’s adoption of 70 Rivian vans marks the first major commercial customer beyond Amazon, sig",11.49,11.8,13.66,14.82,2.698,18.886,28.9817,True,True,True
1059,RIVN,Rivian,2025-04-16,positive,medium,medium,Securing HelloFresh as a public customer enhances Rivian’s credibility in the commercial EV space be,11.49,11.8,13.66,14.82,2.698,18.886,28.9817,True,True,True
1460,NFLX,Netflix,2025-04-15,positive,high,long,Netflix's goal of 410 million subscribers by 2030 implies sustained global subscriber growth and mar,97.628,104.034,112.564,113.844,6.5616,15.2989,16.61,True,True,True
1461,NFLX,Netflix,2025-04-15,positive,high,long,"Ambition to join the $1 trillion market cap club, supported by strong profitability and growth traje",97.628,104.034,112.564,113.844,6.5616,15.2989,16.61,True,True,True
1462,NFLX,Netflix,2025-04-15,positive,medium,long,Netflix's profitability and scale advantage over rivals like Apple TV+ and Peacock strengthens its c,97.628,104.034,112.564,113.844,6.5616,15.2989,16.61,True,True,True
1207,NVS,Novartis,2025-04-11,positive,medium,short,The announcement of a major investment in U.S. production facilities led to a 1.6% increase in Novar,104.3441,107.2749,108.8276,105.4892,2.8088,4.2969,1.0975,True,True,True
1372,HF,Hugging Face,2025-04-11,positive,medium,medium,Increased public legal conflict between OpenAI and Elon Musk may divert focus and resources from Ope,19.9983,20.0924,19.9884,19.9785,0.4707,-0.0495,-0.0991,True,False,False
1108,SHOP,Shopify,2025-04-10,negative,medium,short,"Growing traction of TikTok Shop in social commerce, especially among Gen Z and legacy brands, may er",84.63,83.65,95.12,94.0,-1.158,12.3951,11.0717,True,False,False
1478,META,Meta,2025-04-10,negative,medium,short,Whistleblower testimony before Congress alleging collusion with the Chinese government on censorship,544.591,499.9204,531.4919,596.1501,-8.2026,-2.4053,9.4675,True,True,False
1479,META,Meta,2025-04-10,negative,medium,medium,"Allegations of aiding Chinese AI development via Llama could damage partnerships, restrict future AI",544.591,499.9204,531.4919,596.1501,-8.2026,-2.4053,9.4675,True,True,False
1480,META,Meta,2025-04-10,positive,high,short,Senate testimony alleging Meta’s cooperation with the Chinese Communist Party on censorship and data,544.591,499.9204,531.4919,596.1501,-8.2026,-2.4053,9.4675,False,False,True
1373,META,Meta,2025-04-10,negative,medium,short,"Allegations of collaboration with the Chinese Communist Party on censorship tools, aired during a U.",544.591,499.9204,531.4919,596.1501,-8.2026,-2.4053,9.4675,True,True,False
1374,META,Meta,2025-04-10,negative,medium,medium,Increased reputational damage and regulatory scrutiny from U.S. lawmakers may weaken Meta's public t,544.591,499.9204,531.4919,596.1501,-8.2026,-2.4053,9.4675,True,True,False
1175,ORCL,Oracle,2025-03-31,negative,medium,short,"Public criticism over handling of security incidents, particularly involving sensitive patient data,",137.9258,125.4463,133.3026,138.7479,-9.048,-3.3519,0.5961,True,True,False
1176,ORCL,Oracle,2025-03-31,negative,medium,medium,"Security concerns, especially in healthcare and legacy infrastructure, may weaken trust in Oracle's ",137.9258,125.4463,133.3026,138.7479,-9.048,-3.3519,0.5961,True,True,False
1481,TSLA,Tesla,2025-03-27,positive,medium,short,Tesla's 100% US production insulates it from the 25% import tariffs that will burden competitors lik,273.13,267.28,252.4,259.51,-2.1418,-7.5898,-4.9866,False,False,False
1482,TSLA,Tesla,2025-03-27,positive,low,medium,"With competitors facing higher costs due to tariffs, Tesla may gain slight market share in the US, t",273.13,267.28,252.4,259.51,-2.1418,-7.5898,-4.9866,False,False,False
1554,RIVN,Rivian,2025-03-26,positive,medium,medium,"By expanding into micromobility through Also, Rivian strengthens its technological brand and diversi",12.1,12.49,11.77,11.8,3.2231,-2.7273,-2.4793,True,False,False
1494,TSM,TSMC,2025-03-25,negative,medium,medium,The substantial capital expenditure with expected margin pressure from U.S. operations may weigh on ,178.6869,166.5769,139.6405,149.5478,-6.7772,-21.8518,-16.3074,True,True,True
1181,META,Meta,2025-03-24,negative,medium,short,"Meta's failed acquisition of FuriosaAI, an AI chip startup developing competitive chips for reasonin",616.9253,574.5675,514.6444,483.1527,-6.866,-16.5791,-21.6838,True,True,True
1182,META,Meta,2025-03-24,negative,low,medium,"While FuriosaAI remains independent and may expand its partnerships (e.g., with LG AI Research), Met",616.9253,574.5675,514.6444,483.1527,-6.866,-16.5791,-21.6838,True,True,True
1183,FTNT,Fortinet,2025-03-17,negative,medium,short,The public disclosure of active exploitation of Fortinet vulnerabilities by a LockBit-linked group m,96.67,99.79,96.26,96.85,3.2275,-0.4241,0.1862,False,True,False
1184,FTNT,Fortinet,2025-03-17,negative,medium,medium,Repeated security breaches linked to Fortinet products could weaken its market standing versus compe,96.67,99.79,96.26,96.85,3.2275,-0.4241,0.1862,False,True,False
1359,RIVN,Rivian,2025-03-05,positive,high,long,Providing core software and architecture to a major automaker like Volkswagen enhances Rivian’s stra,11.42,11.06,11.36,12.49,-3.1524,-0.5254,9.3695,False,False,True
1360,RIVN,Rivian,2025-03-05,positive,medium,short,The influx of capital and validation of Rivian’s technology by Volkswagen may boost investor confide,11.42,11.06,11.36,12.49,-3.1524,-0.5254,9.3695,False,False,True
1354,META,Meta,2025-03-05,positive,medium,medium,Expanding facial recognition tools in regulated markets like the UK and EU strengthens Meta's positi,653.8467,617.084,582.2435,582.1139,-5.6225,-10.9511,-10.9709,False,False,False
1355,META,Meta,2025-03-05,positive,low,medium,"Optional anti-fraud and verification tools may improve user trust and retention, particularly among ",653.8467,617.084,582.2435,582.1139,-5.6225,-10.9511,-10.9709,False,False,False
1560,BLK,BlackRock,2025-03-02,positive,medium,short,"Record inflows suggest investor confidence remains strong despite the ESG reversal, potentially supp",941.8132,927.7991,909.947,927.5837,-1.488,-3.3835,-1.5109,False,False,False
1562,BLK,BlackRock,2025-03-02,positive,medium,short,"By aligning with conservative political forces and avoiding regulatory scrutiny, BlackRock may gain ",941.8132,927.7991,909.947,927.5837,-1.488,-3.3835,-1.5109,False,False,False
1350,META,Meta,2025-02-27,positive,low,short,"Terminating leakers may strengthen internal discipline and protect strategic information, slightly i",655.6096,625.4207,588.2797,600.706,-4.6047,-10.2698,-8.3744,False,False,False
1351,META,Meta,2025-02-27,negative,medium,short,Public disclosure of internal leaks and subsequent firings may amplify perceptions of internal disse,655.6096,625.4207,588.2797,600.706,-4.6047,-10.2698,-8.3744,True,True,True
1142,SAP,SAP,2025-02-27,negative,low,short,"The stock is continuing a downward trend, underperforming the Dax, and trading volume has decreased,",272.1395,276.837,252.9034,265.7473,1.7261,-7.0685,-2.3489,False,True,True
1114,PLTR,Palantir,2025-02-08,positive,high,short,"Retail investor enthusiasm, dollar-cost averaging, and a significant rise in stock price in 2024 and",116.65,119.16,101.35,84.91,2.1517,-13.1162,-27.2096,True,False,False
1065,AMD,AMD,2025-02-04,positive,medium,medium,"Powering 100 million game consoles indicates strong market penetration in the gaming segment, likely",119.5,111.1,114.28,100.75,-7.0293,-4.3682,-15.6904,False,False,False
1066,AMD,AMD,2025-02-04,positive,medium,short,Success in securing design wins across major console platforms strengthens AMD's position against co,119.5,111.1,114.28,100.75,-7.0293,-4.3682,-15.6904,False,False,False
1125,NVDA,NVIDIA,2025-01-30,negative,medium,short,"Technical indicators suggest further downside toward $110, with momentum shifting negative in the in",124.6092,128.6379,135.2457,120.1106,3.2331,8.5359,-3.6101,False,False,True
1244,NVDA,NVIDIA,2025-01-30,positive,medium,short,"The stock rebounded nearly 9% following a sharp decline, indicating strong investor resilience and c",124.6092,128.6379,135.2457,120.1106,3.2331,8.5359,-3.6101,True,True,False
1243,MS,Morgan Stanley,2025-01-24,positive,medium,short,"Morgan Stanley is highlighted as one of the top stocks to buy for strong Q4 earnings, with positive ",133.331,134.8122,136.3217,128.2484,1.1109,2.2431,-3.812,True,True,False
1248,STX,Seagate,2025-01-23,positive,medium,short,Solid 2Q25 performance driven by cloud sector recovery and increasing AI storage demand support upwa,106.1709,96.2413,94.5374,100.5108,-9.3525,-10.9574,-5.3311,False,False,False
1130,META,Meta,2025-01-21,positive,low,short,"Enhanced cross-platform integration improves user engagement and data sharing across Meta's apps, sl",613.9966,671.6353,701.3759,713.5073,9.3875,14.2312,16.207,True,True,True
1466,TSM,TSMC,2025-01-16,positive,high,short,Strong profit growth driven by high AI chip demand supports a positive short-term stock price moveme,211.3388,221.0109,204.8055,198.5871,4.5766,-3.0914,-6.0338,True,False,False
1467,TSM,TSMC,2025-01-16,positive,medium,medium,Continued leadership in advanced semiconductor manufacturing and strong customer relationships reinf,211.3388,221.0109,204.8055,198.5871,4.5766,-3.0914,-6.0338,True,False,False
1468,TSM,TSMC,2025-01-16,negative,medium,medium,Geopolitical uncertainties and export restrictions may negatively affect future business operations ,211.3388,221.0109,204.8055,198.5871,4.5766,-3.0914,-6.0338,False,True,True
1312,META,Meta,2025-01-10,negative,high,short,"Widespread condemnation from 71 fact-checking organizations, including a public open letter, signals",613.3989,610.3214,644.9025,711.6646,-0.5017,5.1359,16.0199,True,False,False
1313,META,Meta,2025-01-10,positive,medium,medium,Strong pushback from civil society groups may prompt increased scrutiny from regulators concerned wi,613.3989,610.3214,644.9025,711.6646,-0.5017,5.1359,16.0199,False,True,True
1159,NVDA,NVIDIA,2025-01-07,positive,medium,short,Analyst reaffirmation of Nvidia as a top pick following a major executive keynote typically boosts i,140.0941,131.7168,140.7839,118.6111,-5.9797,0.4924,-15.3347,False,True,False
1160,NVDA,NVIDIA,2025-01-07,positive,low,medium,Positive analyst sentiment following a strategic keynote may reinforce market perception of Nvidia's,140.0941,131.7168,140.7839,118.6111,-5.9797,0.4924,-15.3347,False,True,False
1157,RIVN,Rivian,2025-01-03,positive,high,short,"Rivian's stock surged 24.5%, its largest daily increase since going public, after meeting revised pr",16.49,13.85,14.21,12.56,-16.0097,-13.8266,-23.8326,False,False,False
1158,RIVN,Rivian,2025-01-03,positive,medium,medium,Resolving production constraints and delivering above analyst expectations strengthens Rivian's posi,16.49,13.85,14.21,12.56,-16.0097,-13.8266,-23.8326,False,False,False
1162,AVGO,Broadcom,2024-12-31,positive,high,short,Broadcom's stock price rose 111% in 2024 due to strong AI-related demand and market outperformance r,229.2828,226.1181,222.2215,205.0728,-1.3803,-3.0797,-10.559,False,False,False
1163,AVGO,Broadcom,2024-12-31,positive,medium,medium,"Broadcom is gaining ground in the AI chip and networking space despite Nvidia's dominance, positioni",229.2828,226.1181,222.2215,205.0728,-1.3803,-3.0797,-10.559,False,False,False
1161,AAPL,Apple,2024-12-26,positive,high,medium,"Apple's stock soars to a record high, and JPMorgan has a positive outlook for the company in 2025, s",257.6127,242.5252,235.5632,222.4449,-5.8567,-8.5592,-13.6515,False,False,False
1317,LLY,Eli Lilly,2024-12-23,positive,medium,short,Eli Lilly's potential to extend a winning streak over the broad market for 6 years suggests continue,789.0677,766.8309,758.17,735.6262,-2.8181,-3.9157,-6.7727,False,False,False
1427,SMCI,Super Micro Computer,2024-12-16,negative,medium,short,"Removal from Nasdaq 100 triggers passive fund selling, combined with ongoing governance and complian",33.44,32.4,30.68,31.08,-3.11,-8.2536,-7.0574,True,True,True
1428,SMCI,Super Micro Computer,2024-12-16,negative,low,medium,Reduced market visibility and investor confidence may impair access to capital and strategic partner,33.44,32.4,30.68,31.08,-3.11,-8.2536,-7.0574,True,True,True
1254,META,Meta,2024-12-14,positive,medium,medium,"By challenging OpenAI’s for-profit transition, Meta aims to constrain a key AI competitor’s flexibil",621.7454,582.9113,597.4131,613.3989,-6.246,-3.9135,-1.3424,False,False,False
1255,META,Meta,2024-12-14,positive,high,short,"Meta’s public call for regulatory intervention increases scrutiny on OpenAI, amplifying broader regu",621.7454,582.9113,597.4131,613.3989,-6.246,-3.9135,-1.3424,False,False,False
1424,AAPL,Apple,2024-12-13,positive,medium,medium,"Morgan Stanley naming Apple a top pick for 2025 signals strong institutional confidence, supporting ",246.7819,253.1074,254.2014,235.5632,2.5632,3.0065,-4.546,True,True,False
1441,SPOT,Spotify,2024-12-11,positive,medium,short,Public discussion around faking Spotify Wrapped indicates high user interest and emotional investmen,476.91,448.65,457.98,479.73,-5.9256,-3.9693,0.5913,False,False,True
1439,RIVN,Rivian,2024-12-09,positive,medium,medium,Rivian's superior charging experience and renewable energy partnerships enhance its differentiation ,14.45,15.34,13.75,15.715,6.1592,-4.8443,8.7543,True,False,True
1440,RIVN,Rivian,2024-12-09,positive,low,long,Expanded charging infrastructure accessible to all EV users increases Rivian's visibility and brand ,14.45,15.34,13.75,15.715,6.1592,-4.8443,8.7543,True,False,True
1431,CVX,Chevron,2024-12-08,positive,medium,short,"Goldman Sachs reiterated a buy rating with a raised price target, citing strong shareholder returns ",148.6666,145.6285,135.1987,139.9309,-2.0435,-9.0591,-5.876,False,False,False
1432,CVX,Chevron,2024-12-08,positive,medium,medium,Recognition by top Wall Street analysts as a top dividend stock enhances Chevron's profile among ene,148.6666,145.6285,135.1987,139.9309,-2.0435,-9.0591,-5.876,False,False,False
1429,SHOP,Shopify,2024-12-06,positive,medium,short,"Analyst upgrade typically leads to improved market sentiment and short-term stock price momentum, es",118.37,114.63,108.95,109.25,-3.1596,-7.9581,-7.7047,False,False,False
1430,SHOP,Shopify,2024-12-06,positive,low,medium,Increased recognition of AI capabilities may enhance Shopify's positioning against competitors over ,118.37,114.63,108.95,109.25,-3.1596,-7.9581,-7.7047,False,False,False
1437,AMD,AMD,2024-12-04,positive,medium,short,"The article suggests a potential catch-up trade based on technical charts, indicating upward momentu",143.99,130.15,121.41,120.63,-9.6118,-15.6816,-16.2234,False,False,False
1445,HF,Hugging Face,2024-12-02,positive,medium,medium,"CEO's forward-looking predictions highlight Hugging Face's thought leadership in AI trends, particul",20.6144,20.6099,20.4877,20.2371,-0.0216,-0.6144,-1.8305,False,False,False
1436,SHOP,Shopify,2024-12-02,negative,medium,short,Increased migration of sellers to TikTok Shop intensifies competition in the e-commerce platform spa,112.98,115.29,115.94,106.69,2.0446,2.6199,-5.5674,False,False,True
1433,NOW,ServiceNow,2024-12-01,positive,high,medium,"Analyst upgraded price target due to strong financials, AI tailwinds, and confidence in near- and me",209.686,224.868,224.22,216.292,7.2403,6.9313,3.1504,True,True,True
1434,NOW,ServiceNow,2024-12-01,positive,medium,long,"New Workflow Data Fabric product expected to power new workflows and AI agents, enhancing differenti",209.686,224.868,224.22,216.292,7.2403,6.9313,3.1504,True,True,True
1435,NOW,ServiceNow,2024-12-01,positive,high,long,"Product innovation expected to double total addressable market to $500 billion, enabling greater mar",209.686,224.868,224.22,216.292,7.2403,6.9313,3.1504,True,True,True
1442,META,Meta,2024-11-29,positive,high,long,"By building a private, globally spanning subsea cable, Meta gains greater control over data transmis",571.5638,620.7766,617.373,597.4131,8.6102,8.0147,4.5226,True,True,True
1443,META,Meta,2024-11-29,negative,medium,short,"The $10 billion upfront investment may raise investor concerns about near-term profitability, especi",571.5638,620.7766,617.373,597.4131,8.6102,8.0147,4.5226,False,False,False
1444,META,Meta,2024-11-29,positive,medium,long,Exclusive control over high-capacity global data infrastructure will enable Meta to scale AI-driven ,571.5638,620.7766,617.373,597.4131,8.6102,8.0147,4.5226,True,True,True
1446,META,Meta,2024-11-21,positive,low,medium,"Proactive measures against scams may improve platform trustworthiness, slightly enhancing Meta's com",560.3878,571.5639,606.0079,593.1899,1.9943,8.1408,5.8535,True,True,True
1453,CMCSA,Comcast,2024-11-20,positive,medium,short,"A spin-off of the cable business could unlock shareholder value and streamline operations, potential",37.9328,37.5534,37.5446,33.4063,-1.0002,-1.0235,-11.933,False,False,False
1454,CMCSA,Comcast,2024-11-20,positive,medium,long,Separating the cable business may allow Comcast to focus on growth areas like streaming and broadban,37.9328,37.5534,37.5446,33.4063,-1.0002,-1.0235,-11.933,False,False,False
1448,META,Meta,2024-11-14,negative,medium,short,The $840 million fine represents a significant financial penalty and reinforces investor concerns ab,574.3903,560.3878,571.5639,627.7628,-2.4378,-0.4921,9.292,True,True,False
1449,META,Meta,2024-11-14,negative,medium,medium,"The EU ruling may force Meta to alter how Marketplace is integrated into Facebook, potentially reduc",574.3903,560.3878,571.5639,627.7628,-2.4378,-0.4921,9.292,True,True,False
1450,META,Meta,2024-11-14,positive,high,long,"This fine adds to a pattern of EU enforcement actions, signaling sustained and increasing regulatory",574.3903,560.3878,571.5639,627.7628,-2.4378,-0.4921,9.292,False,False,True
1527,TSLA,Tesla,2024-11-08,positive,high,short,"Tesla's stock surged 29% in one week following Trump's election, driven by investor optimism over re",321.22,320.72,352.56,389.22,-0.1557,9.7566,21.1693,False,True,True
1528,TSLA,Tesla,2024-11-08,positive,medium,medium,Potential higher tariffs on Chinese EVs like BYD could reduce competitive pressure in the U.S. marke,321.22,320.72,352.56,389.22,-0.1557,9.7566,21.1693,False,True,True
1552,RIVN,Rivian,2024-10-17,positive,low,short,"The novelty of themed updates may attract media attention and increase short-term consumer interest,",10.12,10.43,10.1,10.31,3.0632,-0.1976,1.8775,True,False,True
1553,RIVN,Rivian,2024-10-17,positive,medium,short,Differentiating through unique software features strengthens Rivian’s image as an innovator in EV te,10.12,10.43,10.1,10.31,3.0632,-0.1976,1.8775,True,False,True
1 id ticker name event_date direction magnitude timeframe rationale price_0 price_5d price_10d price_20d 5d_return 10d_return 20d_return correct_5d correct_10d correct_20d
2 521 GOOGL Alphabet 2025-12-31 positive high long The article suggests Alphabet was the big AI winner of the year and implies strong stock performance 312.7798 321.7535 335.6038 335.7737 2.869 7.2971 7.3514 True True True
3 700 META Meta 2025-12-30 positive high short Acquiring a high-performing, revenue-generating AI startup like Manus strengthens Meta's AI capabili 665.3803 660.0549 630.5502 672.3943 -0.8004 -5.2346 1.0541 False False True
4 701 META Meta 2025-12-30 positive medium short The acquisition of a profitable AI startup may alleviate investor concerns about Meta’s $60 billion 665.3803 660.0549 630.5502 672.3943 -0.8004 -5.2346 1.0541 False False True
5 702 META Meta 2025-12-30 positive medium medium Integration of Manus’ AI agents into Facebook, Instagram, and WhatsApp could increase user engagemen 665.3803 660.0549 630.5502 672.3943 -0.8004 -5.2346 1.0541 False False True
6 523 META Meta 2025-12-30 positive high short Acquiring a high-performing AI agent firm with proven revenue generation strengthens Meta's AI capab 665.3803 660.0549 630.5502 672.3943 -0.8004 -5.2346 1.0541 False False True
7 524 META Meta 2025-12-30 positive medium medium Integration of Manus' AI agents into Meta's product suite could increase adoption of Meta AI in ente 665.3803 660.0549 630.5502 672.3943 -0.8004 -5.2346 1.0541 False False True
8 654 WBD Warner Bros Discovery 2025-12-28 negative medium medium Speculation of a breakup and sale of WBD suggests reduced ability to invest and maintain current ope 28.79 28.51 28.89 28.58 -0.9726 0.3473 -0.7294 True False True
9 655 WBD Warner Bros Discovery 2025-12-28 negative low short Near-term disruption from potential sale could affect content delivery and partner confidence, thoug 28.79 28.51 28.89 28.58 -0.9726 0.3473 -0.7294 True False True
10 653 WBD Warner Bros Discovery 2025-12-26 positive low short Retention of AEW programming through 2027 reinforces Warner Bros Discovery's content portfolio stabi 28.8 28.51 28.89 28.58 -1.0069 0.3125 -0.7639 False True False
11 725 NOW ServiceNow 2025-12-23 positive high medium Acquiring Armis significantly enhances ServiceNow's cybersecurity offerings, allowing it to better s 154.36 154.23 148.81 125.4 -0.0842 -3.5955 -18.7613 False False False
12 726 NOW ServiceNow 2025-12-23 positive medium medium Integration of Armis's security software and its $340 million ARR with over 50% year-over-year growt 154.36 154.23 148.81 125.4 -0.0842 -3.5955 -18.7613 False False False
13 546 NVDA NVIDIA 2025-12-21 positive medium short Bullish analyst sentiment with buy ratings and price targets above current levels, supported by conf 183.6801 190.5197 188.8398 186.2199 3.7237 2.8091 1.3828 True True True
14 547 NVDA NVIDIA 2025-12-21 positive high long Confidence in the 2026 launch of Blackwell-backed LLMs positions Nvidia to maintain a generational l 183.6801 190.5197 188.8398 186.2199 3.7237 2.8091 1.3828 True True True
15 647 DIS Disney 2025-12-19 positive medium medium Disney's targeted AI hiring and investment in OpenAI suggest a strategic push to innovate in guest e 111.24 113.56 111.85 111.2 2.0856 0.5484 -0.036 True True False
16 542 PANW Palo Alto Networks 2025-12-19 positive medium medium Closer collaboration with Google may improve Palo Alto Networks' positioning in the cloud security m 186.88 188.45 179.37 187.66 0.8401 -4.0186 0.4174 True False True
17 543 PANW Palo Alto Networks 2025-12-19 positive low short The positive sentiment from Wall Street and news of a closer relationship with Google could provide 186.88 188.45 179.37 187.66 0.8401 -4.0186 0.4174 True False True
18 721 NFLX Netflix 2025-12-19 positive medium medium By acquiring Ready Player Me, Netflix strengthens its gaming ecosystem with interoperable avatars, d 94.39 94.47 90.99 88.0 0.0848 -3.6021 -6.7698 True False False
19 722 NFLX Netflix 2025-12-19 positive low long The integration of cross-game avatars may gradually increase Netflix's appeal in the gaming space, p 94.39 94.47 90.99 88.0 0.0848 -3.6021 -6.7698 True False False
20 536 NVDA NVIDIA 2025-12-19 positive medium long Bernstein recommends buying Nvidia stock for 2026, suggesting expectations of long-term appreciation 180.9802 190.5197 188.8398 186.2199 5.271 4.3428 2.8952 True True True
21 537 ORCL Oracle 2025-12-19 positive medium short Oracle's stock rose 7% after the announcement, and analysts view the deal as a positive development 190.7975 196.7807 194.5147 190.4249 3.1359 1.9482 -0.1953 True True False
22 538 ORCL Oracle 2025-12-19 positive medium medium Oracle gains a high-profile role in managing sensitive data and compliance for a major social media 190.7975 196.7807 194.5147 190.4249 3.1359 1.9482 -0.1953 True True False
23 539 ORCL Oracle 2025-12-19 positive low medium The deal may lead to incremental growth in Oracle's cloud infrastructure usage, though the impact on 190.7975 196.7807 194.5147 190.4249 3.1359 1.9482 -0.1953 True True False
24 706 RIVN Rivian 2025-12-18 positive medium short The Universal Hands-Free feature significantly expands the driving scenarios in which Rivian’s drive 20.28 20.9 19.41 17.06 3.0572 -4.2899 -15.8777 True False False
25 707 RIVN Rivian 2025-12-18 positive low medium Increased functionality may attract tech-focused EV buyers, though limited by the system's constrain 20.28 20.9 19.41 17.06 3.0572 -4.2899 -15.8777 True False False
26 709 RIVN Rivian 2025-12-18 negative medium medium Potential safety incidents related to driver inattention could lead to regulatory scrutiny or reputa 20.28 20.9 19.41 17.06 3.0572 -4.2899 -15.8777 False True True
27 533 MU Micron 2025-12-18 positive high short Micron stock jumped 10% following a strong earnings beat and blowout guidance, with JPMorgan raising 248.3453 284.5555 315.2876 336.4886 14.5806 26.9553 35.4923 True True True
28 534 MU Micron 2025-12-18 positive medium medium Strong demand for AI memory and capacity constraints suggest Micron is well-positioned to maintain o 248.3453 284.5555 315.2876 336.4886 14.5806 26.9553 35.4923 True True True
29 535 MU Micron 2025-12-18 positive high medium Robust demand, pricing power, and increased capital expenditures enhance Micron's ability to scale a 248.3453 284.5555 315.2876 336.4886 14.5806 26.9553 35.4923 True True True
30 528 ORCL Oracle 2025-12-18 negative medium short Oracle's stock fell 5.4% amid concerns over debt and project delays, and investor sentiment is weake 178.9304 196.7807 194.5147 189.1892 9.9761 8.7097 5.7334 False False False
31 529 ORCL Oracle 2025-12-18 negative medium medium Delays in data center development for OpenAI could hinder Oracle's ability to capture cloud and AI i 178.9304 196.7807 194.5147 189.1892 9.9761 8.7097 5.7334 False False False
32 530 ORCL Oracle 2025-12-18 negative medium medium Funding setbacks and high debt levels may weaken Oracle's credibility and capacity to execute large- 178.9304 196.7807 194.5147 189.1892 9.9761 8.7097 5.7334 False False False
33 531 BP BP 2025-12-18 positive medium short Initial share price increase of 0.7% after the announcement and analyst commentary suggesting improv 32.8839 33.8316 35.3717 34.7004 2.882 7.5653 5.5239 True True True
34 532 BP BP 2025-12-18 positive medium medium Reinforcement of back-to-basics strategy through experienced leadership from Woodside Energy may str 32.8839 33.8316 35.3717 34.7004 2.882 7.5653 5.5239 True True True
35 450 META Meta 2025-12-16 positive medium short By integrating leading external AI tools, Meta enhances internal productivity and innovation speed, 656.5879 664.3712 665.3803 630.5502 1.1854 1.3391 -3.9656 True True False
36 452 GOOGL Alphabet 2025-12-16 positive high short Alphabet's stock has surged over 50% since mid-August due to renewed investor confidence in its AI i 306.3543 314.1289 313.6292 335.7337 2.5378 2.3747 9.59 True True True
37 453 GOOGL Alphabet 2025-12-16 positive medium medium Increased market valuation and AI-driven stock performance suggest Alphabet is gaining competitive m 306.3543 314.1289 313.6292 335.7337 2.5378 2.3747 9.59 True True True
38 454 META Meta 2025-12-15 positive medium medium Increased AI investment and organizational efficiency improvements position Meta to better compete i 646.9561 660.9341 658.1265 641.4208 2.1606 1.7266 -0.8556 True True False
39 455 META Meta 2025-12-15 negative medium short Investors are worried about the company's strategy, particularly its plan to pour billions into AI, 646.9561 660.9341 658.1265 641.4208 2.1606 1.7266 -0.8556 False False True
40 446 RIVN Rivian 2025-12-13 positive medium medium Rivian's development of proprietary AI chips and focus on autonomous driving enhances its technologi 18.7 22.45 20.9 19.22 20.0535 11.7647 2.7807 True True True
41 447 RIVN Rivian 2025-12-13 positive low long If Rivian successfully aligns its adventure brand with advanced AI and autonomy, it may attract tech 18.7 22.45 20.9 19.22 20.0535 11.7647 2.7807 True True True
42 445 META Meta 2025-12-11 positive medium medium Meta's significant investment in AI infrastructure and clear strategic focus on frontier AI models l 651.6202 663.8816 662.7226 645.5073 1.8817 1.7038 -0.9381 True True False
43 442 WBD Warner Bros Discovery 2025-12-08 positive high short A hostile bid from Paramount at $30 per share, higher than Netflix's offer, creates immediate upward 27.23 29.71 28.75 28.53 9.1076 5.5821 4.7742 True True True
44 443 WBD Warner Bros Discovery 2025-12-08 positive medium medium Increased acquisition interest strengthens Warner Bros Discovery's strategic position, potentially l 27.23 29.71 28.75 28.53 9.1076 5.5821 4.7742 True True True
45 881 WBD Warner Bros Discovery 2025-12-02 negative medium short Loss of 12 Warner Bros. Discovery channels on DStv in Africa could reduce Warner Bros. Discovery's c 24.53 28.26 28.9 28.94 15.2059 17.8149 17.978 False False False
46 882 WBD Warner Bros Discovery 2025-12-02 negative low short Reduced distribution in a key African market may weaken Warner Bros. Discovery's competitive positio 24.53 28.26 28.9 28.94 15.2059 17.8149 17.978 False False False
47 736 META Meta 2025-11-24 negative medium short Increased litigation and reputational risk from allegations of inadequate safety policies may lead t 612.0264 639.7999 665.6866 660.9341 4.538 8.7676 7.9911 False False False
48 737 META Meta 2025-11-24 negative medium medium Ongoing public and regulatory scrutiny over safety failures could weaken Meta's standing compared to 612.0264 639.7999 665.6866 660.9341 4.538 8.7676 7.9911 False False False
49 738 META Meta 2025-11-24 positive high short The unredacted court filing and testimony from a former safety leader amplify existing regulatory an 612.0264 639.7999 665.6866 660.9341 4.538 8.7676 7.9911 True True True
50 458 BABA Alibaba 2025-11-24 positive medium short Strong initial downloads of Qwen suggest increased traction in the AI application market, potentiall 160.73 164.26 158.13 150.96 2.1962 -1.6176 -6.0785 True False False
51 459 BABA Alibaba 2025-11-24 positive medium short A successful AI app debut enhances Alibaba's reputation as a competitive player in artificial intell 160.73 164.26 158.13 150.96 2.1962 -1.6176 -6.0785 True False False
52 734 META Meta 2025-11-21 positive medium medium By securing energy through brokering, Meta strengthens its AI infrastructure scalability, improving 593.2578 646.8682 672.2956 658.2065 9.0366 13.3227 10.9478 True True True
53 735 META Meta 2025-11-20 positive medium medium Enhanced social VR capabilities in Hyperscape differentiate Meta’s metaverse offering, potentially i 588.1663 646.8682 660.4255 663.8816 9.9805 12.2855 12.8731 True True True
54 1005 NET Cloudflare 2025-11-20 negative medium short The global outage caused by an internal configuration error may temporarily undermine customer trust 191.39 200.21 204.15 193.83 4.6084 6.667 1.2749 False False False
55 731 NVDA NVIDIA 2025-11-20 positive high short Nvidia's AI GPUs are sold out, demand exceeds supply, and Blackwell Ultra is leading across customer 180.6202 176.9806 183.3701 174.1306 -2.0151 1.5225 -3.593 False True False
56 732 NVDA NVIDIA 2025-11-20 positive medium short Record revenue, $51.2B in data center sales, and a bullish Q4 outlook of $65B support investor confi 180.6202 176.9806 183.3701 174.1306 -2.0151 1.5225 -3.593 False True False
57 733 NVDA NVIDIA 2025-11-20 positive high short Nvidia is selling every AI server chip it can make, with Blackwell Ultra driving growth, reinforcing 180.6202 176.9806 183.3701 174.1306 -2.0151 1.5225 -3.593 False True False
58 469 BLK BlackRock 2025-11-19 negative medium short Record outflows from BlackRock's Bitcoin ETF may temporarily reduce its market share in the spot Bit 1004.1747 1029.292 1068.6898 1059.1039 2.5013 6.4247 5.4701 False False False
59 467 META Meta 2025-11-18 positive medium short Winning the antitrust trial strengthens Meta's position to retain and integrate Instagram and WhatsA 596.6921 635.1577 646.0195 656.5879 6.4465 8.2668 10.038 True True True
60 468 META Meta 2025-11-18 positive medium short Reduced regulatory overhang from the FTC case is likely to boost investor confidence, supporting sto 596.6921 635.1577 646.0195 656.5879 6.4465 8.2668 10.038 True True True
61 461 BIDU Baidu 2025-11-14 negative medium short The underwhelming reception of Baidu's latest AI model has led to a slump in its stock price due to 116.0 110.95 116.89 125.01 -4.3535 0.7672 7.7672 True False False
62 462 AMAT Applied Materials 2025-11-14 negative medium short Sales decline is likely to negatively affect investor sentiment in the short term 225.2869 223.731 251.9358 258.8871 -0.6906 11.8289 14.9144 True False False
63 463 AMAT Applied Materials 2025-11-14 positive medium long Rebound predicted for 2026 may support recovery in stock valuation over the long term 225.2869 223.731 251.9358 258.8871 -0.6906 11.8289 14.9144 False True True
64 460 BA Boeing 2025-11-13 positive medium short Ending the strike alleviates near-term operational risks, likely improving investor sentiment despit 194.58 179.38 189.0 200.71 -7.8117 -2.8677 3.1504 False False True
65 475 BLK BlackRock 2025-11-11 positive medium medium Increased investments in solar energy through Brasol could enhance BlackRock's exposure to the growi 1074.5188 1008.5886 1019.1085 1065.379 -6.1358 -5.1568 -0.8506 False False False
66 477 BLK BlackRock 2025-11-11 positive medium long Strengthening presence in renewable energy via Brasol improves BlackRock's competitive positioning i 1074.5188 1008.5886 1019.1085 1065.379 -6.1358 -5.1568 -0.8506 False False False
67 478 UBS UBS 2025-11-11 negative medium medium StanChart's exploration of reopening its private bank in Switzerland introduces a new competitive th 37.9997 37.0736 36.6447 40.2516 -2.4371 -3.5659 5.9261 True True False
68 471 LLY Eli Lilly 2025-11-06 positive medium medium Eloralintide matching Zepbound's results strengthens Eli Lilly's position in the obesity market by v 934.5056 1019.6682 1041.5516 1012.7996 9.1131 11.4548 8.3781 True True True
69 472 LLY Eli Lilly 2025-11-06 positive medium medium With Eloralintide showing comparable efficacy to Zepbound, Eli Lilly could expand its obesity market 934.5056 1019.6682 1041.5516 1012.7996 9.1131 11.4548 8.3781 True True True
70 1152 AMZN Amazon 2025-10-31 positive high short Amazon's stock surged over 9% due to strong cloud results reinforcing confidence in its AI trajector 244.22 244.41 234.69 233.22 0.0778 -3.9022 -4.5041 True False False
71 1153 AMZN Amazon 2025-10-31 positive medium medium Improved perception of Amazon's cloud and AI capabilities strengthens its positioning against Micros 244.22 244.41 234.69 233.22 0.0778 -3.9022 -4.5041 True False False
72 806 META Meta 2025-10-31 negative medium short Meta's stock fell after the earnings report due to investor concerns over rising AI spending, result 647.2675 620.6719 608.4424 646.8682 -4.1089 -5.9983 -0.0617 True True True
73 805 NFLX Netflix 2025-10-30 positive low short Stock split announcements often lead to a short-term boost in investor sentiment and share price; Ne 108.9 109.702 115.423 107.58 0.7365 5.9899 -1.2121 True True False
74 808 META Meta 2025-10-30 negative medium short Meta shares fell nearly 9% in after-hours trading due to higher-than-expected tax charge, EPS miss, 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 True True True
75 809 META Meta 2025-10-30 positive high long Aggressive AI infrastructure investment supports development of novel capabilities, enhancing engage 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 False False False
76 810 META Meta 2025-10-30 positive medium medium AI is enhancing engagement across Meta's platforms and driving targeted advertisements, which can in 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 False False False
77 800 RIVN Rivian 2025-10-30 negative medium short Layoff announcements often signal financial or operational challenges, which can lead to investor co 12.99 15.22 16.39 16.86 17.1671 26.174 29.7922 False False False
78 801 RIVN Rivian 2025-10-30 negative medium medium Workforce reductions may slow innovation and execution speed, potentially impacting Rivian's ability 12.99 15.22 16.39 16.86 17.1671 26.174 29.7922 False False False
79 802 META Meta 2025-10-30 negative medium short Meta's stock plunged nearly 9% after earnings due to investor concerns over lack of clear monetizati 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 True True True
80 803 META Meta 2025-10-30 positive high long Sustained high investment in AI infrastructure and talent, including through Meta Superintelligence 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 False False False
81 804 META Meta 2025-10-30 positive medium medium Increased AI infrastructure investment supports product innovation and scalability, potentially capt 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 False False False
82 818 RIVN Rivian 2025-10-24 positive medium medium The launch of the affordable R2 SUV and continued investment in AI and autonomous driving enhance Ri 12.98 13.57 15.23 14.86 4.5455 17.3344 14.4838 True True True
83 819 RIVN Rivian 2025-10-24 positive medium long The R2's $45,000 price point targets a broader consumer base, potentially increasing market share as 12.98 13.57 15.23 14.86 4.5455 17.3344 14.4838 True True True
84 820 RIVN Rivian 2025-10-24 negative low short Layoffs of over 600 employees may signal financial or operational challenges, likely causing short-t 12.98 13.57 15.23 14.86 4.5455 17.3344 14.4838 False False False
85 816 META Meta 2025-10-23 positive medium short Increased automation in risk and compliance functions improves operational efficiency, allowing Meta 732.7745 665.3572 617.9066 588.1663 -9.2003 -15.6758 -19.7343 False False False
86 817 META Meta 2025-10-23 positive low short Cost savings from workforce reductions and automation may improve margins, potentially supporting st 732.7745 665.3572 617.9066 588.1663 -9.2003 -15.6758 -19.7343 False False False
87 826 CRM Salesforce 2025-10-19 positive medium medium The high-profile, experiential nature of Dreamforce strengthens Salesforce's brand differentiation i 253.2369 253.7846 259.3417 242.6604 0.2163 2.4107 -4.1765 True True False
88 828 CRM Salesforce 2025-10-19 positive medium medium Positioning Dreamforce as the 'world's largest AI event' and leveraging celebrity and cultural capit 253.2369 253.7846 259.3417 242.6604 0.2163 2.4107 -4.1765 True True False
89 823 TSM TSMC 2025-10-16 positive high short TSMC reported strong Q3 revenue and net income growth, raised full-year guidance, and highlighted ro 298.1925 289.1325 301.5539 280.6494 -3.0383 1.1273 -5.8831 False True False
90 824 TSM TSMC 2025-10-16 positive high short TSMC raised full-year guidance and reported a 40.8% year-over-year revenue increase driven by AI dem 298.1925 289.1325 301.5539 280.6494 -3.0383 1.1273 -5.8831 False True False
91 825 TSM TSMC 2025-10-16 positive medium medium Strong execution in meeting AI-driven demand reinforces TSMC's leadership in advanced semiconductor 298.1925 289.1325 301.5539 280.6494 -3.0383 1.1273 -5.8831 False True False
92 1240 HF Hugging Face 2025-10-03 negative medium medium OpenAI's valuation surge to $500 billion highlights its dominant market position and ability to attr 20.9692 20.8305 21.0089 20.9791 -0.6615 0.189 0.0472 True False False
93 1304 META Meta 2025-10-02 positive medium medium By using AI interaction data to improve recommendation relevance, Meta can increase user engagement 725.8361 732.2853 710.8811 665.3572 0.8885 -2.0604 -8.3323 True False False
94 1305 META Meta 2025-10-02 positive medium medium Enhanced personalization using deeper AI signals strengthens Meta's competitive edge in social media 725.8361 732.2853 710.8811 665.3572 0.8885 -2.0604 -8.3323 True False False
95 935 META Meta 2025-10-01 positive medium short AI-driven ad personalization strengthens Meta's competitive edge in digital advertising by improving 716.1423 716.6415 716.3519 750.4149 0.0697 0.0293 4.7857 True True True
96 937 META Meta 2025-10-01 positive medium medium Enhanced ad targeting using AI interactions could increase advertiser ROI, driving higher ad spend s 716.1423 716.6415 716.3519 750.4149 0.0697 0.0293 4.7857 True True True
97 1302 SPOT Spotify 2025-09-27 positive medium medium By adopting DDEX standards for AI transparency, Spotify positions itself as a responsible leader in 728.47 680.5 685.29 645.78 -6.585 -5.9275 -11.3512 False False False
98 926 META Meta 2025-09-18 positive medium medium Launch of consumer-ready smartglasses with differentiated AI features may increase Meta's presence i 778.4218 747.6595 725.8361 710.8811 -3.9519 -6.7554 -8.6766 False False False
99 927 META Meta 2025-09-18 positive medium short Introduction of AI-integrated smartglasses with partnerships in fitness tech strengthens Meta's posi 778.4218 747.6595 725.8361 710.8811 -3.9519 -6.7554 -8.6766 False False False
100 929 AMZN Amazon 2025-09-18 positive medium medium Improved profitability and faster revenue growth compared to competitor Flipkart suggest Amazon Indi 231.23 218.15 222.41 214.47 -5.6567 -3.8144 -7.2482 False False False
101 930 AMZN Amazon 2025-09-18 positive low short The significant reduction in losses and strong advertising revenue growth may modestly improve inves 231.23 218.15 222.41 214.47 -5.6567 -3.8144 -7.2482 False False False
102 931 AMZN Amazon 2025-09-18 positive medium medium Amazon India's sharper decline in losses and higher revenue growth compared to Flipkart indicate str 231.23 218.15 222.41 214.47 -5.6567 -3.8144 -7.2482 False False False
103 1077 PLTR Palantir 2025-09-18 positive medium short The high-value government contract and significant investment pledge signal strong revenue growth po 176.97 179.12 187.05 178.12 1.2149 5.6959 0.6498 True True True
104 1078 PLTR Palantir 2025-09-18 positive medium medium Securing a major defence contract and expanding footprint in key UK sectors enhances Palantir’s stra 176.97 179.12 187.05 178.12 1.2149 5.6959 0.6498 True True True
105 1079 PLTR Palantir 2025-09-18 positive high short The timing of the announcement during a high-profile US presidential visit and the expansion into se 176.97 179.12 187.05 178.12 1.2149 5.6959 0.6498 True True True
106 644 TSM TSMC 2025-09-15 positive medium short Barclays raised its price target for TSMC from $275 to $325, citing strong AI-driven demand and favo 259.1263 271.132 271.7287 301.2257 4.6331 4.8634 16.2467 True True True
107 645 TSM TSMC 2025-09-15 positive low medium Barclays sees little near-term competitive threat to TSMC from Samsung or Intel, reinforcing its lea 259.1263 271.132 271.7287 301.2257 4.6331 4.8634 16.2467 True True True
108 642 ORCL Oracle 2025-09-13 positive high short Oracle’s stock surged following the earnings report driven by OpenAI’s anticipated cloud spending, i 299.7744 306.2434 281.2406 291.1707 2.1579 -6.1826 -2.8701 True False False
109 643 ORCL Oracle 2025-09-13 positive medium medium Increased reliance by OpenAI on Oracle’s cloud infrastructure strengthens Oracle’s position in the A 299.7744 306.2434 281.2406 291.1707 2.1579 -6.1826 -2.8701 True False False
110 637 AZN AstraZeneca 2025-09-13 negative medium short Pausing a major investment may signal reduced confidence in the UK market, potentially affecting inv 154.4894 150.9859 145.9979 167.3157 -2.2678 -5.4965 8.3024 True True False
111 638 AZN AstraZeneca 2025-09-13 negative medium medium Delaying expansion in a key life sciences hub like Cambridge could slow innovation and talent acquis 154.4894 150.9859 145.9979 167.3157 -2.2678 -5.4965 8.3024 True True False
112 628 ORCL Oracle 2025-09-12 positive medium short Bullish options activity suggests increased investor confidence in Oracle's near-term stock performa 289.8924 306.2434 281.2406 291.1707 5.6404 -2.9845 0.441 True False True
113 988 AAPL Apple 2025-09-12 positive medium short Strong buy-side investor sentiment, particularly from Indian retail investors, combined with histori 233.6247 245.033 254.974 244.8034 4.8832 9.1383 4.7849 True True True
114 627 ORCL Oracle 2025-09-11 negative medium short Shares retreated 6-7% after a record high due to concerns about overreliance on OpenAI for growth, d 305.4496 294.2976 289.049 295.1463 -3.651 -5.3693 -3.3732 True True True
115 1409 ORCL Oracle 2025-09-11 positive high short Oracle's stock surged 35.98% following strong cloud revenue forecasts and major AI-related contracts 305.4496 294.2976 289.049 295.1463 -3.651 -5.3693 -3.3732 False False False
116 1410 ORCL Oracle 2025-09-11 positive medium medium With a cloud services backlog nearing $500 billion and major contracts in AI infrastructure, Oracle 305.4496 294.2976 289.049 295.1463 -3.651 -5.3693 -3.3732 False False False
117 1411 ORCL Oracle 2025-09-11 positive high medium Oracle's strategic positioning as a key AI cloud infrastructure provider through partnerships with l 305.4496 294.2976 289.049 295.1463 -3.651 -5.3693 -3.3732 False False False
118 611 INTC Intel 2025-08-28 positive medium short Direct government investment signals confidence and improves public perception, consistent with prio 24.93 24.61 24.61 33.99 -1.2836 -1.2836 36.3418 False False True
119 612 INTC Intel 2025-08-28 positive medium medium Government funding and stake may enhance capital investment in manufacturing, supporting domestic pr 24.93 24.61 24.61 33.99 -1.2836 -1.2836 36.3418 False False True
120 608 NVDA NVIDIA 2025-08-28 positive high short Extraordinary demand and full-speed ramp-up of Blackwell Ultra platform indicate strong adoption, re 180.1401 171.6315 177.1506 177.6705 -4.7233 -1.6595 -1.3709 False False False
121 610 NVDA NVIDIA 2025-08-28 positive high short Nvidia is positioned at the center of the AI race with Blackwell, reinforcing technological leadersh 180.1401 171.6315 177.1506 177.6705 -4.7233 -1.6595 -1.3709 False False False
122 1296 CRWD CrowdStrike 2025-08-28 negative medium short Shares dropped nearly 3% in extended trading after weak revenue forecast despite strong second-quart 442.0 412.46 433.38 473.09 -6.6833 -1.9502 7.0339 True True False
123 1297 CRWD CrowdStrike 2025-08-28 negative medium medium Lingering fallout from the outage and revenue incentives may weaken CrowdStrike’s position amid incr 442.0 412.46 433.38 473.09 -6.6833 -1.9502 7.0339 True True False
124 1412 NVDA NVIDIA 2025-08-28 positive medium short La previsión de ingresos récord supera las expectativas de Wall Street, lo que generalmente supports 180.1401 171.6315 177.1506 177.6705 -4.7233 -1.6595 -1.3709 False False False
125 1413 NVDA NVIDIA 2025-08-28 positive high medium Continued strong demand from major cloud providers and record data center revenue suggest Nvidia is 180.1401 171.6315 177.1506 177.6705 -4.7233 -1.6595 -1.3709 False False False
126 1414 NVDA NVIDIA 2025-08-28 positive high medium Dominance in AI chip supply, especially for generative AI infrastructure, reinforces Nvidia's techno 180.1401 171.6315 177.1506 177.6705 -4.7233 -1.6595 -1.3709 False False False
127 1284 NVDA NVIDIA 2025-08-22 negative medium short Production halt of the H20 chip due to Beijing's pressure reduces Nvidia's ability to serve the Chin 177.9604 174.151 166.9923 176.6506 -2.1406 -6.1633 -0.736 True True True
128 1285 NVDA NVIDIA 2025-08-22 negative low short Nvidia’s shares slid 1.9% in Asia trading following news of the H20 production halt, reflecting shor 177.9604 174.151 166.9923 176.6506 -2.1406 -6.1633 -0.736 True True True
129 1286 NVDA NVIDIA 2025-08-22 negative medium short Suspension of H20 production weakens Nvidia’s position in China, where local firms are being incenti 177.9604 174.151 166.9923 176.6506 -2.1406 -6.1633 -0.736 True True True
130 844 AMZN Amazon 2025-08-14 positive medium medium Amazon's expansion into same-day grocery delivery in 1,000 cities, growing to 2,300 by 2025, targets 230.98 221.95 231.6 229.95 -3.9094 0.2684 -0.4459 False True False
131 845 AMZN Amazon 2025-08-14 positive medium short Walmart's stock dropped over 2% and Instacart's stock fell 11% following the announcement, indicatin 230.98 221.95 231.6 229.95 -3.9094 0.2684 -0.4459 False True False
132 846 AMZN Amazon 2025-08-14 positive low short While not directly stated, the negative market reaction in competitors suggests potential investor c 230.98 221.95 231.6 229.95 -3.9094 0.2684 -0.4459 False True False
133 855 PLTR Palantir 2025-08-10 positive medium short Stock momentum remains strong due to AI integration, government ties, and recent stellar earnings, s 182.68 177.17 158.74 153.11 -3.0162 -13.1049 -16.1868 False False False
134 856 PLTR Palantir 2025-08-10 negative high long Current valuation is unsustainable relative to projected revenues, requiring $60 billion in sales to 182.68 177.17 158.74 153.11 -3.0162 -13.1049 -16.1868 True True True
135 857 PLTR Palantir 2025-08-10 positive medium medium Recognition as 'the best story in all of software' and leadership in AI-driven government and enterp 182.68 177.17 158.74 153.11 -3.0162 -13.1049 -16.1868 False False False
136 1208 INTC Intel 2025-08-08 negative medium short Trump's public demand for CEO resignation and allegations of conflict due to ties with Chinese firms 19.95 24.56 24.8 24.49 23.1078 24.3108 22.7569 False False False
137 1209 INTC Intel 2025-08-08 negative low short Leadership instability and political scrutiny may delay turnaround plans, giving competitors like Nv 19.95 24.56 24.8 24.49 23.1078 24.3108 22.7569 False False False
138 1210 META Meta 2025-08-08 positive high medium The $29 billion financing enables accelerated AI infrastructure development, strengthening Meta's ca 767.4975 783.3901 753.0215 750.687 2.0707 -1.8861 -2.1903 True False False
139 1289 TSM TSMC 2025-08-08 negative medium short The leak of trade secrets, even if not directly TSMC’s fault, could undermine confidence in its IP p 239.7449 236.8203 230.9811 241.3113 -1.2199 -3.6555 0.6534 True True False
140 1290 TSM TSMC 2025-08-08 negative low short While the incident does not directly implicate TSMC in wrongdoing, associated supply chain instabili 239.7449 236.8203 230.9811 241.3113 -1.2199 -3.6555 0.6534 True True False
141 1218 META Meta 2025-08-08 positive high long The $29 billion financing enables large-scale AI data center development, strengthening Meta's infra 767.4975 783.3901 753.0215 750.687 2.0707 -1.8861 -2.1903 True False False
142 1511 SPOT Spotify 2025-08-07 positive medium short The introduction of AI DJ, which provides personalized, context-rich music recommendations using gen 686.74 698.5 689.47 703.85 1.7124 0.3975 2.4915 True True True
143 1513 SPOT Spotify 2025-08-07 positive medium medium Investment in advanced AI features like AI DJ strengthens Spotify’s differentiation from competitors 686.74 698.5 689.47 703.85 1.7124 0.3975 2.4915 True True True
144 851 PLTR Palantir 2025-08-07 negative medium medium CEO's remarks may deepen skepticism among educated public and academia, contributing to declining pu 182.2 181.02 156.18 156.14 -0.6476 -14.281 -14.303 True True True
145 852 PLTR Palantir 2025-08-07 positive medium long Positioning Palantir as a meritocratic alternative to elite education could strengthen employer bran 182.2 181.02 156.18 156.14 -0.6476 -14.281 -14.303 False False False
146 1288 TSM TSMC 2025-08-07 negative medium short Increased geopolitical risk and costly overseas expansion could weigh on investor sentiment in the n 240.5281 238.922 225.3699 233.182 -0.6677 -6.302 -3.0541 True True True
147 1509 TSM TSMC 2025-08-07 positive medium short Tariff exemption strengthens TSMC's competitive position relative to non-U.S.-based semiconductor ma 240.5281 238.922 225.3699 233.182 -0.6677 -6.302 -3.0541 False False False
148 1510 TSM TSMC 2025-08-07 positive low short Exemption from high tariffs provides operational certainty and reduces near-term geopolitical risk, 240.5281 238.922 225.3699 233.182 -0.6677 -6.302 -3.0541 False False False
149 873 PLTR Palantir 2025-08-05 positive high short Palantir's strong earnings, revenue growth of nearly 50%, net income up 144%, raised guidance, and i 173.27 186.97 157.75 157.09 7.9067 -8.9571 -9.338 True False False
150 874 PLTR Palantir 2025-08-05 positive medium medium Investor confidence in Palantir's AI-powered efficiency and scalability may accelerate adoption in g 173.27 186.97 157.75 157.09 7.9067 -8.9571 -9.338 True False False
151 875 PLTR Palantir 2025-08-05 positive medium short Palantir's demonstrated ability to grow revenue while reducing workforce through AI gives it a perce 173.27 186.97 157.75 157.09 7.9067 -8.9571 -9.338 True False False
152 1463 META Meta 2025-08-01 positive high short Meta shares jump after strong third-quarter sales forecast and better-than-expected financial perfor 748.2527 767.4975 783.3901 736.9692 2.572 4.6959 -1.508 True True False
153 1307 MSFT Microsoft 2025-08-01 positive high short Microsoft's stock rose 3.9% on July 31, 2025, following record valuation and strong quarterly result 521.0829 519.0249 517.1657 504.5917 -0.395 -0.7517 -3.1648 False False False
154 1308 MSFT Microsoft 2025-08-01 positive medium medium Azure's 39% growth and increasing AI-driven cloud revenue suggest Microsoft is gaining cloud market 521.0829 519.0249 517.1657 504.5917 -0.395 -0.7517 -3.1648 False False False
155 1309 MSFT Microsoft 2025-08-01 positive high long Surpassing four trillion dollars in market cap, second only to Nvidia, reinforces Microsoft's elite 521.0829 519.0249 517.1657 504.5917 -0.395 -0.7517 -3.1648 False False False
156 1400 ARM Arm Holdings 2025-07-31 negative high short Arm's shares dropped nearly 13% following disappointing guidance and a strategic shift that risks cu 141.375 135.57 140.55 142.55 -4.1061 -0.5836 0.8311 True True False
157 1401 ARM Arm Holdings 2025-07-31 negative medium medium Developing full chip solutions may lead to conflicts of interest with key customers like Nvidia and 141.375 135.57 140.55 142.55 -4.1061 -0.5836 0.8311 True True False
158 1402 ARM Arm Holdings 2025-07-31 negative low long Long-term market share could be affected if customers reduce reliance on Arm's IP due to competitive 141.375 135.57 140.55 142.55 -4.1061 -0.5836 0.8311 True True False
159 870 META Meta 2025-07-31 positive high short Shares soared 11.5% in after-hours trading following strong Q2 results and an ambitious AI vision th 771.6278 760.045 780.2974 749.3502 -1.5011 1.1235 -2.8871 False True False
160 871 META Meta 2025-07-31 positive medium medium Meta's focus on building elite AI talent and infrastructure positions it to compete more effectively 771.6278 760.045 780.2974 749.3502 -1.5011 1.1235 -2.8871 False True False
161 872 META Meta 2025-07-31 positive medium medium With AI integration across Facebook, Instagram, WhatsApp, and Messenger, Meta could enhance user eng 771.6278 760.045 780.2974 749.3502 -1.5011 1.1235 -2.8871 False True False
162 1221 META Meta 2025-07-31 positive high short Meta's stock rose over 10% following stronger-than-expected Q2 results and revenue guidance, reflect 771.6278 760.045 780.2974 749.3502 -1.5011 1.1235 -2.8871 False True False
163 1222 META Meta 2025-07-31 positive medium medium Aggressive investment in AI talent and infrastructure positions Meta to better compete with OpenAI, 771.6278 760.045 780.2974 749.3502 -1.5011 1.1235 -2.8871 False True False
164 1223 META Meta 2025-07-31 positive medium medium Strong ad revenue growth and AI-driven product enhancements may increase user engagement and ad mark 771.6278 760.045 780.2974 749.3502 -1.5011 1.1235 -2.8871 False True False
165 1279 UBS UBS 2025-07-30 negative medium medium Proposed capital requirements could impair competitiveness if implemented; CEO warns 42 billion doll 36.9761 37.0834 38.6529 39.15 0.29 4.5347 5.8793 False False False
166 893 META Meta 2025-07-26 positive high medium Hiring a foundational OpenAI researcher and formalizing leadership under a strong AI executive team 715.9486 748.2527 767.4975 753.0215 4.5121 7.2001 5.1781 True True True
167 894 META Meta 2025-07-26 positive medium long Strengthening AI talent base supports future AI product development, potentially increasing market s 715.9486 748.2527 767.4975 753.0215 4.5121 7.2001 5.1781 True True True
168 1558 VZ Verizon 2025-07-24 negative low short The $175 million penalty represents a one-time cost that may slightly pressure earnings, but given V 41.0128 40.7082 40.8891 42.8693 -0.7428 -0.3018 4.5264 True True False
169 1559 VZ Verizon 2025-07-24 negative medium short Increased legal risk from patent litigation could affect investor sentiment and raise concerns about 41.0128 40.7082 40.8891 42.8693 -0.7428 -0.3018 4.5264 True True False
170 799 META Meta 2025-07-17 negative medium short Public perception may be negatively influenced by the association of top executives with privacy vio 699.7665 713.1252 771.6278 780.2974 1.909 10.2693 11.5083 False False False
171 1109 NVDA NVIDIA 2025-07-10 positive high short Nvidia's stock has surged 69% since early April and analysts project an additional 17% rise to $190 164.0727 172.9713 173.7111 180.74 5.4235 5.8745 10.1584 True True True
172 1110 NVDA NVIDIA 2025-07-10 positive medium medium Ongoing demand from big tech and AI innovators for high-performance computing chips reinforces Nvidi 164.0727 172.9713 173.7111 180.74 5.4235 5.8745 10.1584 True True True
173 1111 NVDA NVIDIA 2025-07-10 positive high long Nvidia's technological leadership in AI semiconductors, combined with increasing demand and strategi 164.0727 172.9713 173.7111 180.74 5.4235 5.8745 10.1584 True True True
174 998 NVDA NVIDIA 2025-07-03 positive high short Insatiable demand for Nvidia's high-end processors from major tech companies building AI data center 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
175 999 NVDA NVIDIA 2025-07-03 positive high short Nvidia's market capitalization surpassing Apple's record and shares rising 2.2% amid strong AI optim 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
176 1000 NVDA NVIDIA 2025-07-03 positive high short Becoming the most valuable company in history and leading in AI chip design for large model training 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
177 1406 NVDA NVIDIA 2025-07-03 positive high medium Sustained AI data center expansion by major tech firms drives insatiable demand for Nvidia's leading 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
178 1407 NVDA NVIDIA 2025-07-03 positive high short Record market capitalization and strong stock performance, supported by robust demand and investor c 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
179 1408 NVDA NVIDIA 2025-07-03 positive high medium Nvidia's central role in powering AI data centers for top tech companies strengthens its competitive 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
180 1082 MU Micron 2025-07-03 positive medium medium The new Singapore plant will expand Micron's HBM production capacity, allowing it to capture growing 121.998 122.9316 113.0959 108.9819 0.7653 -7.2969 -10.6691 True False False
181 1083 MU Micron 2025-07-03 positive medium medium With increased HBM output from Singapore and planned U.S. production, Micron strengthens its ability 121.998 122.9316 113.0959 108.9819 0.7653 -7.2969 -10.6691 True False False
182 1084 MU Micron 2025-07-03 positive low long Sustained revenue growth from rising HBM demand and expanded production capacity could support long- 121.998 122.9316 113.0959 108.9819 0.7653 -7.2969 -10.6691 True False False
183 1506 BP BP 2025-07-02 positive medium short Takeover speculation and activist involvement typically create short-term stock price momentum, even 30.038 30.0093 30.633 30.9497 -0.0958 1.9808 3.0351 False True True
184 1507 BP BP 2025-07-02 negative medium medium Persistent speculation that BP could be acquired may weaken its strategic autonomy and bargaining po 30.038 30.0093 30.633 30.9497 -0.0958 1.9808 3.0351 True False False
185 902 META Meta 2025-06-13 positive high medium Acquiring key AI talent and investing heavily in AI infrastructure through Scale AI strengthens Meta 680.7462 680.7512 731.9111 715.8289 0.0007 7.516 5.1536 True True True
186 903 META Meta 2025-06-13 positive medium short Major strategic investment in AI and high-profile talent acquisition may be viewed favorably by inve 680.7462 680.7512 731.9111 715.8289 0.0007 7.516 5.1536 True True True
187 1476 NVS Novartis 2025-06-13 positive medium short Novo Nordisk's leadership turmoil and stock decline may weaken its market positioning, creating oppo 115.9217 112.3504 116.4652 117.4453 -3.0808 0.4688 1.3144 False True True
188 1477 NVS Novartis 2025-06-13 positive low short While Novartis is not directly affected by Novo Nordisk's CEO dismissal, reduced competitive pressur 115.9217 112.3504 116.4652 117.4453 -3.0808 0.4688 1.3144 False True True
189 1085 AMD AMD 2025-06-13 positive high medium AMD’s launch of the Helios server and partnership with OpenAI strengthen its position in the AI chip 116.16 128.24 143.81 146.42 10.3995 23.8034 26.0503 True True True
190 1086 AMD AMD 2025-06-13 positive medium long Increased adoption by major AI firms like OpenAI and the 2026 release of Helios servers could gradua 116.16 128.24 143.81 146.42 10.3995 23.8034 26.0503 True True True
191 906 WBD Warner Bros Discovery 2025-06-10 positive medium long The split into two focused companies is expected to enhance strategic agility and brand focus, impro 10.01 10.58 10.9 11.41 5.6943 8.8911 13.986 True True True
192 907 WBD Warner Bros Discovery 2025-06-10 positive medium medium Analysts view the spin-off as a way to unlock unrecognized value, with BofA Securities maintaining a 10.01 10.58 10.9 11.41 5.6943 8.8911 13.986 True True True
193 1395 UBS UBS 2025-06-08 positive medium short Despite the headline capital charge, UBS shares rose 8% due to investor expectations that the final 32.1019 31.1758 29.655 33.3107 -2.8849 -7.6222 3.7656 False False True
194 1396 UBS UBS 2025-06-08 negative medium long Increased capital requirements may constrain UBS's ability to invest and compete globally, especiall 32.1019 31.1758 29.655 33.3107 -2.8849 -7.6222 3.7656 True True False
195 1397 UBS UBS 2025-06-08 positive high medium The new draft law significantly increases regulatory obligations, including capitalization of foreig 32.1019 31.1758 29.655 33.3107 -2.8849 -7.6222 3.7656 False False True
196 1556 UBS UBS 2025-06-06 negative medium short Stricter capital requirements may constrain UBS's ability to deploy capital efficiently, increasing 32.7745 31.1758 29.655 33.3107 -4.878 -9.5181 1.6359 True True False
197 1557 UBS UBS 2025-06-06 negative low short Announcement of higher capital requirements could lead to margin compression concerns, negatively im 32.7745 31.1758 29.655 33.3107 -4.878 -9.5181 1.6359 True True False
198 1393 AVGO Broadcom 2025-06-06 negative medium short Broadcom's stock fell 2% in extended trading after the forecast missed the loftiest expectations, de 244.9453 246.7011 248.5644 272.6165 0.7168 1.4775 11.2969 False False False
199 913 META Meta 2025-06-04 positive medium long Securing long-term, stable nuclear power enhances Meta's ability to scale AI infrastructure, improvi 685.8104 691.9812 694.1398 711.8981 0.8998 1.2145 3.8039 True True True
200 914 META Meta 2025-06-04 positive high long The 20-year power purchase agreement with Constellation Energy directly supports Meta's growing AI w 685.8104 691.9812 694.1398 711.8981 0.8998 1.2145 3.8039 True True True
201 1106 AVGO Broadcom 2025-06-02 negative medium short Dissatisfied partners may drive customers toward competing private cloud solutions, increasing migra 246.711 242.3166 250.0738 274.0781 -1.7812 1.363 11.0927 True False False
202 1107 AVGO Broadcom 2025-06-02 negative medium medium Reducing the number of channel partners, especially long-standing ones, could erode VMware's market 246.711 242.3166 250.0738 274.0781 -1.7812 1.363 11.0927 True False False
203 1196 NVDA NVIDIA 2025-05-29 positive high short Nvidia's revenue surpassing $44bn despite China sales restrictions indicates robust global demand fo 139.1572 139.957 144.9759 154.9942 0.5748 4.1814 11.3807 True True True
204 1197 NVDA NVIDIA 2025-05-29 positive medium medium Ability to achieve record revenue under geopolitical constraints reinforces Nvidia's competitive adv 139.1572 139.957 144.9759 154.9942 0.5748 4.1814 11.3807 True True True
205 1198 NVDA NVIDIA 2025-05-29 positive medium short Strong revenue performance despite headwinds aligns with analyst sentiment supporting stock valuatio 139.1572 139.957 144.9759 154.9942 0.5748 4.1814 11.3807 True True True
206 1203 LHX L3Harris Technologies 2025-05-29 positive medium short Technical breakout above $232 resistance and inclusion in a model portfolio suggest near-term upward 239.3204 239.1635 247.3939 243.8468 -0.0655 3.3735 1.8914 False True True
207 1503 META Meta 2025-05-29 positive medium medium One billion monthly users of Meta AI strengthens Meta's position in the generative AI race, though i 643.0439 682.4907 691.2036 724.3888 6.1344 7.4893 12.65 True True True
208 1504 META Meta 2025-05-29 positive low short High user engagement with Meta AI may lead to incremental gains in AI assistant market share, but Go 643.0439 682.4907 691.2036 724.3888 6.1344 7.4893 12.65 True True True
209 1271 NVS Novartis 2025-05-29 positive medium short As a competitor in the metabolic and pharmaceutical space, Novartis may benefit from Novo Nordisk's 109.2546 114.3108 117.2027 116.766 4.6278 7.2748 6.8751 True True True
210 1272 NVS Novartis 2025-05-29 positive low short While not directly mentioned, the known positive impact of production investment and divestment on N 109.2546 114.3108 117.2027 116.766 4.6278 7.2748 6.8751 True True True
211 1273 META Meta 2025-05-29 positive medium medium Increased AI integration in advertising and user content, combined with high advertiser adoption, po 643.0439 682.4907 691.2036 724.3888 6.1344 7.4893 12.65 True True True
212 1274 META Meta 2025-05-29 positive high medium Meta's massive AI investment, global user base, and early lead in AI-powered advertising tools stren 643.0439 682.4907 691.2036 724.3888 6.1344 7.4893 12.65 True True True
213 1199 META Meta 2025-05-25 positive medium medium Expanding AI training with user data may improve Meta AI and Llama models, enhancing competitiveness 640.3224 645.4763 695.5401 680.7512 0.8049 8.6234 6.3138 True True True
214 1200 META Meta 2025-05-25 negative high short Noyb's challenge and opt-out model may lead to GDPR enforcement actions, increasing regulatory and l 640.3224 645.4763 695.5401 680.7512 0.8049 8.6234 6.3138 False False False
215 1201 META Meta 2025-05-25 negative medium short Public backlash over data usage for AI without explicit consent could harm user trust, especially in 640.3224 645.4763 695.5401 680.7512 0.8049 8.6234 6.3138 False False False
216 1202 META Meta 2025-05-25 negative low short Short-term investor concerns may arise from increased regulatory scrutiny and reputational risk tied 640.3224 645.4763 695.5401 680.7512 0.8049 8.6234 6.3138 False False False
217 1259 TSLA Tesla 2025-05-23 negative medium short Being outsold in Europe suggests Tesla is losing market share to a strong competitor in a key region 339.34 346.46 295.14 322.16 2.0982 -13.0253 -5.0628 False True True
218 1260 TSLA Tesla 2025-05-23 negative medium short A competitor labeled as a 'Tesla-killer' gaining sales leadership in Europe undermines Tesla's compe 339.34 346.46 295.14 322.16 2.0982 -13.0253 -5.0628 False True True
219 1261 TSLA Tesla 2025-05-23 negative low short Missing sales expectations in a major market can negatively impact investor sentiment, especially am 339.34 346.46 295.14 322.16 2.0982 -13.0253 -5.0628 False True True
220 1464 SHOP Shopify 2025-05-23 positive medium short The launch of the AI Store Builder enhances Shopify's product offering, differentiating its platform 101.51 107.22 111.41 106.4 5.6251 9.7527 4.8173 True True True
221 1189 WBD Warner Bros Discovery 2025-05-14 positive medium medium By refocusing on HBO's premium brand and distinct adult-oriented content, WBD aims to carve out a cl 9.21 8.95 10.02 10.51 -2.823 8.7948 14.1151 False True True
222 1282 META Meta 2025-05-08 negative medium short Public exposure of widespread scam activity leveraging Meta's platforms may weaken user trust and in 596.1501 641.8775 634.5903 682.4907 7.6704 6.4481 14.483 False False False
223 1283 META Meta 2025-05-08 negative low short While the takedown demonstrates proactive moderation, the underlying prevalence of sophisticated sca 596.1501 641.8775 634.5903 682.4907 7.6704 6.4481 14.483 False False False
224 1473 V Visa 2025-05-08 positive high long By enabling AI agents to use its payment network, Visa positions itself as a foundational player in 348.6606 360.2059 355.9009 364.6501 3.3113 2.0766 4.586 True True True
225 1474 V Visa 2025-05-08 positive medium medium Opening its network to AI developers and expanding in key markets like Europe by 2025 could increase 348.6606 360.2059 355.9009 364.6501 3.3113 2.0766 4.586 True True True
226 1475 V Visa 2025-05-08 positive low short The announcement of a forward-looking strategic initiative may generate investor interest, though im 348.6606 360.2059 355.9009 364.6501 3.3113 2.0766 4.586 True True True
227 1263 SHEL Shell 2025-05-06 positive medium short Speculation of a potential takeover typically leads to short-term stock price appreciation for the t 62.5873 65.0004 64.7364 65.9122 3.8556 3.4338 5.3125 True True True
228 1265 BP BP 2025-05-06 positive high short Speculation of a potential takeover by Shell has triggered a rally in BP's shares, indicating strong 26.8205 28.8603 28.0227 28.3682 7.6056 4.4825 5.7707 True True True
229 1027 HF Hugging Face 2025-05-06 positive medium short Releasing a free agentic tool enhances Hugging Face's visibility and credibility in the AI agent spa 20.0112 19.81 19.7932 19.7803 -1.0051 -1.0892 -1.1536 False False False
230 1028 HF Hugging Face 2025-05-06 positive low medium The free availability of Open Computer Agent may attract developers to Hugging Face’s platform, pote 20.0112 19.81 19.7932 19.7803 -1.0051 -1.0892 -1.1536 False False False
231 1029 RIVN Rivian 2025-05-06 negative medium short Rivian is reducing delivery guidance while facing increased costs from tariffs, which may limit its 13.5 14.87 16.92 14.37 10.1481 25.3333 6.4444 False False False
232 1030 RIVN Rivian 2025-05-06 negative medium short Lower delivery guidance, rising capex, and macroeconomic uncertainty are likely to weigh on investor 13.5 14.87 16.92 14.37 10.1481 25.3333 6.4444 False False False
233 1031 RIVN Rivian 2025-05-06 negative medium short Delays in volume growth and rising costs from tariffs weaken Rivian’s position relative to larger au 13.5 14.87 16.92 14.37 10.1481 25.3333 6.4444 False False False
234 1021 SPOT Spotify 2025-05-04 positive medium medium Growing adoption of Backstage across major enterprises and the launch of Spotify Portal for Backstag 637.65 648.25 656.3 665.14 1.6624 2.9248 4.3111 True True True
235 1022 SPOT Spotify 2025-05-04 positive low long While Backstage is gaining traction in the internal developer portal space, its market share impact 637.65 648.25 656.3 665.14 1.6624 2.9248 4.3111 True True True
236 1067 AMZN Amazon 2025-05-02 positive medium short Amazon is positioned to gain market share during tariff-related uncertainty, as it did during the pa 189.98 193.06 205.59 205.01 1.6212 8.2167 7.9114 True True True
237 1068 AMZN Amazon 2025-05-02 positive medium short Diverse seller base and proactive inventory management reduce the risk of price increases, strengthe 189.98 193.06 205.59 205.01 1.6212 8.2167 7.9114 True True True
238 1375 META Meta 2025-05-02 positive medium medium Launching a premium AI service positions Meta to compete more effectively with OpenAI, Google, and M 595.1632 590.6473 638.3485 645.4763 -0.7588 7.256 8.4537 False True True
239 1376 META Meta 2025-05-02 positive medium medium With nearly a billion users already on Meta AI and a potential premium tier offering enhanced featur 595.1632 590.6473 638.3485 645.4763 -0.7588 7.256 8.4537 False True True
240 1037 META Meta 2025-04-29 positive medium short Launching a standalone AI app enhances Meta's visibility and positioning in the competitive AI assis 552.7156 585.4835 653.9897 640.3223 5.9285 18.323 15.8502 True True True
241 1038 META Meta 2025-04-29 positive low medium The app leverages Meta's extensive user data for personalization, which could attract users over tim 552.7156 585.4835 653.9897 640.3223 5.9285 18.323 15.8502 True True True
242 1039 PL Planet Labs 2025-04-29 negative medium medium The $20M funding enables Near Space Labs to scale its stratospheric imaging operations, increasing c 3.43 3.5 3.78 3.97 2.0408 10.2041 15.7434 False False False
243 1291 META Meta 2025-04-26 negative medium short High-profile public protest by grieving parents increases reputational damage and litigation risk, w 548.0302 595.1632 590.6473 625.1098 8.6004 7.7764 14.0648 False False False
244 1292 META Meta 2025-04-26 negative medium medium Growing civil society and regulatory pressure could force Meta to implement stricter safety measures 548.0302 595.1632 590.6473 625.1098 8.6004 7.7764 14.0648 False False False
245 1293 META Meta 2025-04-26 positive high short The protest is a direct indicator of escalating civil society pressure, which is likely to attract f 548.0302 595.1632 590.6473 625.1098 8.6004 7.7764 14.0648 True True True
246 1362 GOOGL Alphabet 2025-04-24 positive medium short Alphabet exceeded earnings expectations and stock jumped over 7% in after-hours trading despite macr 158.7296 160.7426 153.7469 170.2796 1.2682 -3.1391 7.2765 True False True
247 1047 NFLX Netflix 2025-04-23 positive medium long Articulation of a $1 trillion market cap goal by co-CEO suggests strong long-term confidence, which 104.959 113.172 115.541 119.463 7.825 10.082 13.8187 True True True
248 1048 NFLX Netflix 2025-04-23 positive medium long Ambitious growth targets and diversification into new ventures like theater and retail may strengthe 104.959 113.172 115.541 119.463 7.825 10.082 13.8187 True True True
249 1052 META Meta 2025-04-23 positive medium medium Expanding ads globally increases Threads' competitiveness against X, leveraging high user engagement 518.652 547.2925 594.9539 633.5235 5.5221 14.7116 22.1481 True True True
250 1053 META Meta 2025-04-23 positive high short Opening ad inventory to global advertisers directly expands monetization opportunities across a user 518.652 547.2925 594.9539 633.5235 5.5221 14.7116 22.1481 True True True
251 1054 META Meta 2025-04-23 positive medium medium Meta positions Threads as more advertiser-friendly than X, using Instagram's network effects to stre 518.652 547.2925 594.9539 633.5235 5.5221 14.7116 22.1481 True True True
252 1045 META Meta 2025-04-20 negative medium long Ongoing struggles with Facebook's cultural relevance may weaken Meta's competitive position over tim 483.1527 545.568 595.1632 638.3485 12.9183 23.1833 32.1215 False False False
253 1046 META Meta 2025-04-20 negative medium long Declining cultural relevance of Facebook could lead to erosion in user engagement and time spent on 483.1527 545.568 595.1632 638.3485 12.9183 23.1833 32.1215 False False False
254 1040 META Meta 2025-04-17 negative medium short TikTok's continued dominance in short-form video has already caused a dramatic slowdown in Meta's gr 499.9204 531.4919 570.4304 641.8775 6.3153 14.1043 28.3959 False False False
255 1041 META Meta 2025-04-17 negative medium short Zuckerberg's admission that TikTok directly slowed Meta's growth implies a loss of user engagement a 499.9204 531.4919 570.4304 641.8775 6.3153 14.1043 28.3959 False False False
256 1058 RIVN Rivian 2025-04-16 positive medium medium HelloFresh’s adoption of 70 Rivian vans marks the first major commercial customer beyond Amazon, sig 11.49 11.8 13.66 14.82 2.698 18.886 28.9817 True True True
257 1059 RIVN Rivian 2025-04-16 positive medium medium Securing HelloFresh as a public customer enhances Rivian’s credibility in the commercial EV space be 11.49 11.8 13.66 14.82 2.698 18.886 28.9817 True True True
258 1460 NFLX Netflix 2025-04-15 positive high long Netflix's goal of 410 million subscribers by 2030 implies sustained global subscriber growth and mar 97.628 104.034 112.564 113.844 6.5616 15.2989 16.61 True True True
259 1461 NFLX Netflix 2025-04-15 positive high long Ambition to join the $1 trillion market cap club, supported by strong profitability and growth traje 97.628 104.034 112.564 113.844 6.5616 15.2989 16.61 True True True
260 1462 NFLX Netflix 2025-04-15 positive medium long Netflix's profitability and scale advantage over rivals like Apple TV+ and Peacock strengthens its c 97.628 104.034 112.564 113.844 6.5616 15.2989 16.61 True True True
261 1207 NVS Novartis 2025-04-11 positive medium short The announcement of a major investment in U.S. production facilities led to a 1.6% increase in Novar 104.3441 107.2749 108.8276 105.4892 2.8088 4.2969 1.0975 True True True
262 1372 HF Hugging Face 2025-04-11 positive medium medium Increased public legal conflict between OpenAI and Elon Musk may divert focus and resources from Ope 19.9983 20.0924 19.9884 19.9785 0.4707 -0.0495 -0.0991 True False False
263 1108 SHOP Shopify 2025-04-10 negative medium short Growing traction of TikTok Shop in social commerce, especially among Gen Z and legacy brands, may er 84.63 83.65 95.12 94.0 -1.158 12.3951 11.0717 True False False
264 1478 META Meta 2025-04-10 negative medium short Whistleblower testimony before Congress alleging collusion with the Chinese government on censorship 544.591 499.9204 531.4919 596.1501 -8.2026 -2.4053 9.4675 True True False
265 1479 META Meta 2025-04-10 negative medium medium Allegations of aiding Chinese AI development via Llama could damage partnerships, restrict future AI 544.591 499.9204 531.4919 596.1501 -8.2026 -2.4053 9.4675 True True False
266 1480 META Meta 2025-04-10 positive high short Senate testimony alleging Meta’s cooperation with the Chinese Communist Party on censorship and data 544.591 499.9204 531.4919 596.1501 -8.2026 -2.4053 9.4675 False False True
267 1373 META Meta 2025-04-10 negative medium short Allegations of collaboration with the Chinese Communist Party on censorship tools, aired during a U. 544.591 499.9204 531.4919 596.1501 -8.2026 -2.4053 9.4675 True True False
268 1374 META Meta 2025-04-10 negative medium medium Increased reputational damage and regulatory scrutiny from U.S. lawmakers may weaken Meta's public t 544.591 499.9204 531.4919 596.1501 -8.2026 -2.4053 9.4675 True True False
269 1175 ORCL Oracle 2025-03-31 negative medium short Public criticism over handling of security incidents, particularly involving sensitive patient data, 137.9258 125.4463 133.3026 138.7479 -9.048 -3.3519 0.5961 True True False
270 1176 ORCL Oracle 2025-03-31 negative medium medium Security concerns, especially in healthcare and legacy infrastructure, may weaken trust in Oracle's 137.9258 125.4463 133.3026 138.7479 -9.048 -3.3519 0.5961 True True False
271 1481 TSLA Tesla 2025-03-27 positive medium short Tesla's 100% US production insulates it from the 25% import tariffs that will burden competitors lik 273.13 267.28 252.4 259.51 -2.1418 -7.5898 -4.9866 False False False
272 1482 TSLA Tesla 2025-03-27 positive low medium With competitors facing higher costs due to tariffs, Tesla may gain slight market share in the US, t 273.13 267.28 252.4 259.51 -2.1418 -7.5898 -4.9866 False False False
273 1554 RIVN Rivian 2025-03-26 positive medium medium By expanding into micromobility through Also, Rivian strengthens its technological brand and diversi 12.1 12.49 11.77 11.8 3.2231 -2.7273 -2.4793 True False False
274 1494 TSM TSMC 2025-03-25 negative medium medium The substantial capital expenditure with expected margin pressure from U.S. operations may weigh on 178.6869 166.5769 139.6405 149.5478 -6.7772 -21.8518 -16.3074 True True True
275 1181 META Meta 2025-03-24 negative medium short Meta's failed acquisition of FuriosaAI, an AI chip startup developing competitive chips for reasonin 616.9253 574.5675 514.6444 483.1527 -6.866 -16.5791 -21.6838 True True True
276 1182 META Meta 2025-03-24 negative low medium While FuriosaAI remains independent and may expand its partnerships (e.g., with LG AI Research), Met 616.9253 574.5675 514.6444 483.1527 -6.866 -16.5791 -21.6838 True True True
277 1183 FTNT Fortinet 2025-03-17 negative medium short The public disclosure of active exploitation of Fortinet vulnerabilities by a LockBit-linked group m 96.67 99.79 96.26 96.85 3.2275 -0.4241 0.1862 False True False
278 1184 FTNT Fortinet 2025-03-17 negative medium medium Repeated security breaches linked to Fortinet products could weaken its market standing versus compe 96.67 99.79 96.26 96.85 3.2275 -0.4241 0.1862 False True False
279 1359 RIVN Rivian 2025-03-05 positive high long Providing core software and architecture to a major automaker like Volkswagen enhances Rivian’s stra 11.42 11.06 11.36 12.49 -3.1524 -0.5254 9.3695 False False True
280 1360 RIVN Rivian 2025-03-05 positive medium short The influx of capital and validation of Rivian’s technology by Volkswagen may boost investor confide 11.42 11.06 11.36 12.49 -3.1524 -0.5254 9.3695 False False True
281 1354 META Meta 2025-03-05 positive medium medium Expanding facial recognition tools in regulated markets like the UK and EU strengthens Meta's positi 653.8467 617.084 582.2435 582.1139 -5.6225 -10.9511 -10.9709 False False False
282 1355 META Meta 2025-03-05 positive low medium Optional anti-fraud and verification tools may improve user trust and retention, particularly among 653.8467 617.084 582.2435 582.1139 -5.6225 -10.9511 -10.9709 False False False
283 1560 BLK BlackRock 2025-03-02 positive medium short Record inflows suggest investor confidence remains strong despite the ESG reversal, potentially supp 941.8132 927.7991 909.947 927.5837 -1.488 -3.3835 -1.5109 False False False
284 1562 BLK BlackRock 2025-03-02 positive medium short By aligning with conservative political forces and avoiding regulatory scrutiny, BlackRock may gain 941.8132 927.7991 909.947 927.5837 -1.488 -3.3835 -1.5109 False False False
285 1350 META Meta 2025-02-27 positive low short Terminating leakers may strengthen internal discipline and protect strategic information, slightly i 655.6096 625.4207 588.2797 600.706 -4.6047 -10.2698 -8.3744 False False False
286 1351 META Meta 2025-02-27 negative medium short Public disclosure of internal leaks and subsequent firings may amplify perceptions of internal disse 655.6096 625.4207 588.2797 600.706 -4.6047 -10.2698 -8.3744 True True True
287 1142 SAP SAP 2025-02-27 negative low short The stock is continuing a downward trend, underperforming the Dax, and trading volume has decreased, 272.1395 276.837 252.9034 265.7473 1.7261 -7.0685 -2.3489 False True True
288 1114 PLTR Palantir 2025-02-08 positive high short Retail investor enthusiasm, dollar-cost averaging, and a significant rise in stock price in 2024 and 116.65 119.16 101.35 84.91 2.1517 -13.1162 -27.2096 True False False
289 1065 AMD AMD 2025-02-04 positive medium medium Powering 100 million game consoles indicates strong market penetration in the gaming segment, likely 119.5 111.1 114.28 100.75 -7.0293 -4.3682 -15.6904 False False False
290 1066 AMD AMD 2025-02-04 positive medium short Success in securing design wins across major console platforms strengthens AMD's position against co 119.5 111.1 114.28 100.75 -7.0293 -4.3682 -15.6904 False False False
291 1125 NVDA NVIDIA 2025-01-30 negative medium short Technical indicators suggest further downside toward $110, with momentum shifting negative in the in 124.6092 128.6379 135.2457 120.1106 3.2331 8.5359 -3.6101 False False True
292 1244 NVDA NVIDIA 2025-01-30 positive medium short The stock rebounded nearly 9% following a sharp decline, indicating strong investor resilience and c 124.6092 128.6379 135.2457 120.1106 3.2331 8.5359 -3.6101 True True False
293 1243 MS Morgan Stanley 2025-01-24 positive medium short Morgan Stanley is highlighted as one of the top stocks to buy for strong Q4 earnings, with positive 133.331 134.8122 136.3217 128.2484 1.1109 2.2431 -3.812 True True False
294 1248 STX Seagate 2025-01-23 positive medium short Solid 2Q25 performance driven by cloud sector recovery and increasing AI storage demand support upwa 106.1709 96.2413 94.5374 100.5108 -9.3525 -10.9574 -5.3311 False False False
295 1130 META Meta 2025-01-21 positive low short Enhanced cross-platform integration improves user engagement and data sharing across Meta's apps, sl 613.9966 671.6353 701.3759 713.5073 9.3875 14.2312 16.207 True True True
296 1466 TSM TSMC 2025-01-16 positive high short Strong profit growth driven by high AI chip demand supports a positive short-term stock price moveme 211.3388 221.0109 204.8055 198.5871 4.5766 -3.0914 -6.0338 True False False
297 1467 TSM TSMC 2025-01-16 positive medium medium Continued leadership in advanced semiconductor manufacturing and strong customer relationships reinf 211.3388 221.0109 204.8055 198.5871 4.5766 -3.0914 -6.0338 True False False
298 1468 TSM TSMC 2025-01-16 negative medium medium Geopolitical uncertainties and export restrictions may negatively affect future business operations 211.3388 221.0109 204.8055 198.5871 4.5766 -3.0914 -6.0338 False True True
299 1312 META Meta 2025-01-10 negative high short Widespread condemnation from 71 fact-checking organizations, including a public open letter, signals 613.3989 610.3214 644.9025 711.6646 -0.5017 5.1359 16.0199 True False False
300 1313 META Meta 2025-01-10 positive medium medium Strong pushback from civil society groups may prompt increased scrutiny from regulators concerned wi 613.3989 610.3214 644.9025 711.6646 -0.5017 5.1359 16.0199 False True True
301 1159 NVDA NVIDIA 2025-01-07 positive medium short Analyst reaffirmation of Nvidia as a top pick following a major executive keynote typically boosts i 140.0941 131.7168 140.7839 118.6111 -5.9797 0.4924 -15.3347 False True False
302 1160 NVDA NVIDIA 2025-01-07 positive low medium Positive analyst sentiment following a strategic keynote may reinforce market perception of Nvidia's 140.0941 131.7168 140.7839 118.6111 -5.9797 0.4924 -15.3347 False True False
303 1157 RIVN Rivian 2025-01-03 positive high short Rivian's stock surged 24.5%, its largest daily increase since going public, after meeting revised pr 16.49 13.85 14.21 12.56 -16.0097 -13.8266 -23.8326 False False False
304 1158 RIVN Rivian 2025-01-03 positive medium medium Resolving production constraints and delivering above analyst expectations strengthens Rivian's posi 16.49 13.85 14.21 12.56 -16.0097 -13.8266 -23.8326 False False False
305 1162 AVGO Broadcom 2024-12-31 positive high short Broadcom's stock price rose 111% in 2024 due to strong AI-related demand and market outperformance r 229.2828 226.1181 222.2215 205.0728 -1.3803 -3.0797 -10.559 False False False
306 1163 AVGO Broadcom 2024-12-31 positive medium medium Broadcom is gaining ground in the AI chip and networking space despite Nvidia's dominance, positioni 229.2828 226.1181 222.2215 205.0728 -1.3803 -3.0797 -10.559 False False False
307 1161 AAPL Apple 2024-12-26 positive high medium Apple's stock soars to a record high, and JPMorgan has a positive outlook for the company in 2025, s 257.6127 242.5252 235.5632 222.4449 -5.8567 -8.5592 -13.6515 False False False
308 1317 LLY Eli Lilly 2024-12-23 positive medium short Eli Lilly's potential to extend a winning streak over the broad market for 6 years suggests continue 789.0677 766.8309 758.17 735.6262 -2.8181 -3.9157 -6.7727 False False False
309 1427 SMCI Super Micro Computer 2024-12-16 negative medium short Removal from Nasdaq 100 triggers passive fund selling, combined with ongoing governance and complian 33.44 32.4 30.68 31.08 -3.11 -8.2536 -7.0574 True True True
310 1428 SMCI Super Micro Computer 2024-12-16 negative low medium Reduced market visibility and investor confidence may impair access to capital and strategic partner 33.44 32.4 30.68 31.08 -3.11 -8.2536 -7.0574 True True True
311 1254 META Meta 2024-12-14 positive medium medium By challenging OpenAI’s for-profit transition, Meta aims to constrain a key AI competitor’s flexibil 621.7454 582.9113 597.4131 613.3989 -6.246 -3.9135 -1.3424 False False False
312 1255 META Meta 2024-12-14 positive high short Meta’s public call for regulatory intervention increases scrutiny on OpenAI, amplifying broader regu 621.7454 582.9113 597.4131 613.3989 -6.246 -3.9135 -1.3424 False False False
313 1424 AAPL Apple 2024-12-13 positive medium medium Morgan Stanley naming Apple a top pick for 2025 signals strong institutional confidence, supporting 246.7819 253.1074 254.2014 235.5632 2.5632 3.0065 -4.546 True True False
314 1441 SPOT Spotify 2024-12-11 positive medium short Public discussion around faking Spotify Wrapped indicates high user interest and emotional investmen 476.91 448.65 457.98 479.73 -5.9256 -3.9693 0.5913 False False True
315 1439 RIVN Rivian 2024-12-09 positive medium medium Rivian's superior charging experience and renewable energy partnerships enhance its differentiation 14.45 15.34 13.75 15.715 6.1592 -4.8443 8.7543 True False True
316 1440 RIVN Rivian 2024-12-09 positive low long Expanded charging infrastructure accessible to all EV users increases Rivian's visibility and brand 14.45 15.34 13.75 15.715 6.1592 -4.8443 8.7543 True False True
317 1431 CVX Chevron 2024-12-08 positive medium short Goldman Sachs reiterated a buy rating with a raised price target, citing strong shareholder returns 148.6666 145.6285 135.1987 139.9309 -2.0435 -9.0591 -5.876 False False False
318 1432 CVX Chevron 2024-12-08 positive medium medium Recognition by top Wall Street analysts as a top dividend stock enhances Chevron's profile among ene 148.6666 145.6285 135.1987 139.9309 -2.0435 -9.0591 -5.876 False False False
319 1429 SHOP Shopify 2024-12-06 positive medium short Analyst upgrade typically leads to improved market sentiment and short-term stock price momentum, es 118.37 114.63 108.95 109.25 -3.1596 -7.9581 -7.7047 False False False
320 1430 SHOP Shopify 2024-12-06 positive low medium Increased recognition of AI capabilities may enhance Shopify's positioning against competitors over 118.37 114.63 108.95 109.25 -3.1596 -7.9581 -7.7047 False False False
321 1437 AMD AMD 2024-12-04 positive medium short The article suggests a potential catch-up trade based on technical charts, indicating upward momentu 143.99 130.15 121.41 120.63 -9.6118 -15.6816 -16.2234 False False False
322 1445 HF Hugging Face 2024-12-02 positive medium medium CEO's forward-looking predictions highlight Hugging Face's thought leadership in AI trends, particul 20.6144 20.6099 20.4877 20.2371 -0.0216 -0.6144 -1.8305 False False False
323 1436 SHOP Shopify 2024-12-02 negative medium short Increased migration of sellers to TikTok Shop intensifies competition in the e-commerce platform spa 112.98 115.29 115.94 106.69 2.0446 2.6199 -5.5674 False False True
324 1433 NOW ServiceNow 2024-12-01 positive high medium Analyst upgraded price target due to strong financials, AI tailwinds, and confidence in near- and me 209.686 224.868 224.22 216.292 7.2403 6.9313 3.1504 True True True
325 1434 NOW ServiceNow 2024-12-01 positive medium long New Workflow Data Fabric product expected to power new workflows and AI agents, enhancing differenti 209.686 224.868 224.22 216.292 7.2403 6.9313 3.1504 True True True
326 1435 NOW ServiceNow 2024-12-01 positive high long Product innovation expected to double total addressable market to $500 billion, enabling greater mar 209.686 224.868 224.22 216.292 7.2403 6.9313 3.1504 True True True
327 1442 META Meta 2024-11-29 positive high long By building a private, globally spanning subsea cable, Meta gains greater control over data transmis 571.5638 620.7766 617.373 597.4131 8.6102 8.0147 4.5226 True True True
328 1443 META Meta 2024-11-29 negative medium short The $10 billion upfront investment may raise investor concerns about near-term profitability, especi 571.5638 620.7766 617.373 597.4131 8.6102 8.0147 4.5226 False False False
329 1444 META Meta 2024-11-29 positive medium long Exclusive control over high-capacity global data infrastructure will enable Meta to scale AI-driven 571.5638 620.7766 617.373 597.4131 8.6102 8.0147 4.5226 True True True
330 1446 META Meta 2024-11-21 positive low medium Proactive measures against scams may improve platform trustworthiness, slightly enhancing Meta's com 560.3878 571.5639 606.0079 593.1899 1.9943 8.1408 5.8535 True True True
331 1453 CMCSA Comcast 2024-11-20 positive medium short A spin-off of the cable business could unlock shareholder value and streamline operations, potential 37.9328 37.5534 37.5446 33.4063 -1.0002 -1.0235 -11.933 False False False
332 1454 CMCSA Comcast 2024-11-20 positive medium long Separating the cable business may allow Comcast to focus on growth areas like streaming and broadban 37.9328 37.5534 37.5446 33.4063 -1.0002 -1.0235 -11.933 False False False
333 1448 META Meta 2024-11-14 negative medium short The $840 million fine represents a significant financial penalty and reinforces investor concerns ab 574.3903 560.3878 571.5639 627.7628 -2.4378 -0.4921 9.292 True True False
334 1449 META Meta 2024-11-14 negative medium medium The EU ruling may force Meta to alter how Marketplace is integrated into Facebook, potentially reduc 574.3903 560.3878 571.5639 627.7628 -2.4378 -0.4921 9.292 True True False
335 1450 META Meta 2024-11-14 positive high long This fine adds to a pattern of EU enforcement actions, signaling sustained and increasing regulatory 574.3903 560.3878 571.5639 627.7628 -2.4378 -0.4921 9.292 False False True
336 1527 TSLA Tesla 2024-11-08 positive high short Tesla's stock surged 29% in one week following Trump's election, driven by investor optimism over re 321.22 320.72 352.56 389.22 -0.1557 9.7566 21.1693 False True True
337 1528 TSLA Tesla 2024-11-08 positive medium medium Potential higher tariffs on Chinese EVs like BYD could reduce competitive pressure in the U.S. marke 321.22 320.72 352.56 389.22 -0.1557 9.7566 21.1693 False True True
338 1552 RIVN Rivian 2024-10-17 positive low short The novelty of themed updates may attract media attention and increase short-term consumer interest, 10.12 10.43 10.1 10.31 3.0632 -0.1976 1.8775 True False True
339 1553 RIVN Rivian 2024-10-17 positive medium short Differentiating through unique software features strengthens Rivian’s image as an innovator in EV te 10.12 10.43 10.1 10.31 3.0632 -0.1976 1.8775 True False True

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id,ticker,name,event_date,direction,magnitude,timeframe,price_0,price_5d,price_10d,price_20d,5d_return,10d_return,20d_return,correct_5d,correct_10d,correct_20d
521,GOOGL,Alphabet,2025-12-31,positive,high,long,312.7798,321.7535,335.6038,335.7737,2.869,7.2971,7.3514,True,True,True
700,META,Meta,2025-12-30,positive,high,short,665.3803,660.0549,630.5502,672.3943,-0.8004,-5.2346,1.0541,False,False,True
701,META,Meta,2025-12-30,positive,medium,short,665.3803,660.0549,630.5502,672.3943,-0.8004,-5.2346,1.0541,False,False,True
702,META,Meta,2025-12-30,positive,medium,medium,665.3803,660.0549,630.5502,672.3943,-0.8004,-5.2346,1.0541,False,False,True
523,META,Meta,2025-12-30,positive,high,short,665.3803,660.0549,630.5502,672.3943,-0.8004,-5.2346,1.0541,False,False,True
524,META,Meta,2025-12-30,positive,medium,medium,665.3803,660.0549,630.5502,672.3943,-0.8004,-5.2346,1.0541,False,False,True
654,WBD,Warner Bros Discovery,2025-12-28,negative,medium,medium,28.79,28.51,28.89,28.58,-0.9726,0.3473,-0.7294,True,False,True
655,WBD,Warner Bros Discovery,2025-12-28,negative,low,short,28.79,28.51,28.89,28.58,-0.9726,0.3473,-0.7294,True,False,True
653,WBD,Warner Bros Discovery,2025-12-26,positive,low,short,28.8,28.51,28.89,28.58,-1.0069,0.3125,-0.7639,False,True,False
725,NOW,ServiceNow,2025-12-23,positive,high,medium,154.36,154.23,148.81,125.4,-0.0842,-3.5955,-18.7613,False,False,False
726,NOW,ServiceNow,2025-12-23,positive,medium,medium,154.36,154.23,148.81,125.4,-0.0842,-3.5955,-18.7613,False,False,False
546,NVDA,NVIDIA,2025-12-21,positive,medium,short,183.6801,190.5197,188.8398,186.2199,3.7237,2.8091,1.3828,True,True,True
547,NVDA,NVIDIA,2025-12-21,positive,high,long,183.6801,190.5197,188.8398,186.2199,3.7237,2.8091,1.3828,True,True,True
647,DIS,Disney,2025-12-19,positive,medium,medium,111.24,113.56,111.85,111.2,2.0856,0.5484,-0.036,True,True,False
542,PANW,Palo Alto Networks,2025-12-19,positive,medium,medium,186.88,188.45,179.37,187.66,0.8401,-4.0186,0.4174,True,False,True
543,PANW,Palo Alto Networks,2025-12-19,positive,low,short,186.88,188.45,179.37,187.66,0.8401,-4.0186,0.4174,True,False,True
721,NFLX,Netflix,2025-12-19,positive,medium,medium,94.39,94.47,90.99,88.0,0.0848,-3.6021,-6.7698,True,False,False
722,NFLX,Netflix,2025-12-19,positive,low,long,94.39,94.47,90.99,88.0,0.0848,-3.6021,-6.7698,True,False,False
536,NVDA,NVIDIA,2025-12-19,positive,medium,long,180.9802,190.5197,188.8398,186.2199,5.271,4.3428,2.8952,True,True,True
537,ORCL,Oracle,2025-12-19,positive,medium,short,190.7975,196.7807,194.5147,190.4249,3.1359,1.9482,-0.1953,True,True,False
538,ORCL,Oracle,2025-12-19,positive,medium,medium,190.7975,196.7807,194.5147,190.4249,3.1359,1.9482,-0.1953,True,True,False
539,ORCL,Oracle,2025-12-19,positive,low,medium,190.7975,196.7807,194.5147,190.4249,3.1359,1.9482,-0.1953,True,True,False
706,RIVN,Rivian,2025-12-18,positive,medium,short,20.28,20.9,19.41,17.06,3.0572,-4.2899,-15.8777,True,False,False
707,RIVN,Rivian,2025-12-18,positive,low,medium,20.28,20.9,19.41,17.06,3.0572,-4.2899,-15.8777,True,False,False
709,RIVN,Rivian,2025-12-18,negative,medium,medium,20.28,20.9,19.41,17.06,3.0572,-4.2899,-15.8777,False,True,True
533,MU,Micron,2025-12-18,positive,high,short,248.3453,284.5555,315.2876,336.4886,14.5806,26.9553,35.4923,True,True,True
534,MU,Micron,2025-12-18,positive,medium,medium,248.3453,284.5555,315.2876,336.4886,14.5806,26.9553,35.4923,True,True,True
535,MU,Micron,2025-12-18,positive,high,medium,248.3453,284.5555,315.2876,336.4886,14.5806,26.9553,35.4923,True,True,True
528,ORCL,Oracle,2025-12-18,negative,medium,short,178.9304,196.7807,194.5147,189.1892,9.9761,8.7097,5.7334,False,False,False
529,ORCL,Oracle,2025-12-18,negative,medium,medium,178.9304,196.7807,194.5147,189.1892,9.9761,8.7097,5.7334,False,False,False
530,ORCL,Oracle,2025-12-18,negative,medium,medium,178.9304,196.7807,194.5147,189.1892,9.9761,8.7097,5.7334,False,False,False
531,BP,BP,2025-12-18,positive,medium,short,32.8839,33.8316,35.3717,34.7004,2.882,7.5653,5.5239,True,True,True
532,BP,BP,2025-12-18,positive,medium,medium,32.8839,33.8316,35.3717,34.7004,2.882,7.5653,5.5239,True,True,True
450,META,Meta,2025-12-16,positive,medium,short,656.5879,664.3712,665.3803,630.5502,1.1854,1.3391,-3.9656,True,True,False
452,GOOGL,Alphabet,2025-12-16,positive,high,short,306.3543,314.1289,313.6292,335.7337,2.5378,2.3747,9.59,True,True,True
453,GOOGL,Alphabet,2025-12-16,positive,medium,medium,306.3543,314.1289,313.6292,335.7337,2.5378,2.3747,9.59,True,True,True
454,META,Meta,2025-12-15,positive,medium,medium,646.9561,660.9341,658.1265,641.4208,2.1606,1.7266,-0.8556,True,True,False
455,META,Meta,2025-12-15,negative,medium,short,646.9561,660.9341,658.1265,641.4208,2.1606,1.7266,-0.8556,False,False,True
446,RIVN,Rivian,2025-12-13,positive,medium,medium,18.7,22.45,20.9,19.22,20.0535,11.7647,2.7807,True,True,True
447,RIVN,Rivian,2025-12-13,positive,low,long,18.7,22.45,20.9,19.22,20.0535,11.7647,2.7807,True,True,True
445,META,Meta,2025-12-11,positive,medium,medium,651.6202,663.8816,662.7226,645.5073,1.8817,1.7038,-0.9381,True,True,False
749,HSBA.L,HSBC,2025-12-09,positive,medium,short,1067.7206,1111.5092,1174.8925,1217.0814,4.1011,10.0374,13.9888,True,True,True
442,WBD,Warner Bros Discovery,2025-12-08,positive,high,short,27.23,29.71,28.75,28.53,9.1076,5.5821,4.7742,True,True,True
443,WBD,Warner Bros Discovery,2025-12-08,positive,medium,medium,27.23,29.71,28.75,28.53,9.1076,5.5821,4.7742,True,True,True
881,WBD,Warner Bros Discovery,2025-12-02,negative,medium,short,24.53,28.26,28.9,28.94,15.2059,17.8149,17.978,False,False,False
882,WBD,Warner Bros Discovery,2025-12-02,negative,low,short,24.53,28.26,28.9,28.94,15.2059,17.8149,17.978,False,False,False
736,META,Meta,2025-11-24,negative,medium,short,612.0264,639.8,665.6866,660.9341,4.538,8.7676,7.9911,False,False,False
737,META,Meta,2025-11-24,negative,medium,medium,612.0264,639.8,665.6866,660.9341,4.538,8.7676,7.9911,False,False,False
738,META,Meta,2025-11-24,positive,high,short,612.0264,639.8,665.6866,660.9341,4.538,8.7676,7.9911,True,True,True
458,BABA,Alibaba,2025-11-24,positive,medium,short,160.73,164.26,158.13,150.96,2.1962,-1.6176,-6.0785,True,False,False
459,BABA,Alibaba,2025-11-24,positive,medium,short,160.73,164.26,158.13,150.96,2.1962,-1.6176,-6.0785,True,False,False
734,META,Meta,2025-11-21,positive,medium,medium,593.2578,646.8682,672.2956,658.2065,9.0366,13.3227,10.9478,True,True,True
735,META,Meta,2025-11-20,positive,medium,medium,588.1664,646.8682,660.4255,663.8816,9.9805,12.2855,12.8731,True,True,True
1005,NET,Cloudflare,2025-11-20,negative,medium,short,191.39,200.21,204.15,193.83,4.6084,6.667,1.2749,False,False,False
731,NVDA,NVIDIA,2025-11-20,positive,high,short,180.6202,176.9806,183.3701,174.1306,-2.0151,1.5225,-3.593,False,True,False
732,NVDA,NVIDIA,2025-11-20,positive,medium,short,180.6202,176.9806,183.3701,174.1306,-2.0151,1.5225,-3.593,False,True,False
733,NVDA,NVIDIA,2025-11-20,positive,high,short,180.6202,176.9806,183.3701,174.1306,-2.0151,1.5225,-3.593,False,True,False
469,BLK,BlackRock,2025-11-19,negative,medium,short,1004.1746,1029.292,1068.6898,1059.1039,2.5013,6.4247,5.4701,False,False,False
467,META,Meta,2025-11-18,positive,medium,short,596.6921,635.1577,646.0195,656.5879,6.4465,8.2668,10.038,True,True,True
468,META,Meta,2025-11-18,positive,medium,short,596.6921,635.1577,646.0195,656.5879,6.4465,8.2668,10.038,True,True,True
465,9984.T,SoftBank,2025-11-18,positive,medium,medium,4698.4424,3842.1375,3912.0398,4129.2368,-18.2253,-16.7375,-12.1148,False,False,False
466,9984.T,SoftBank,2025-11-18,positive,low,long,4698.4424,3842.1375,3912.0398,4129.2368,-18.2253,-16.7375,-12.1148,False,False,False
461,BIDU,Baidu,2025-11-14,negative,medium,short,116.0,110.95,116.89,125.01,-4.3535,0.7672,7.7672,True,False,False
462,AMAT,Applied Materials,2025-11-14,negative,medium,short,225.2869,223.731,251.9358,258.8871,-0.6906,11.8289,14.9144,True,False,False
463,AMAT,Applied Materials,2025-11-14,positive,medium,long,225.2869,223.731,251.9358,258.8871,-0.6906,11.8289,14.9144,False,True,True
460,BA,Boeing,2025-11-13,positive,medium,short,194.58,179.38,189.0,200.71,-7.8117,-2.8677,3.1504,False,False,True
475,BLK,BlackRock,2025-11-11,positive,medium,medium,1074.5188,1008.5885,1019.1085,1065.379,-6.1358,-5.1568,-0.8506,False,False,False
477,BLK,BlackRock,2025-11-11,positive,medium,long,1074.5188,1008.5885,1019.1085,1065.379,-6.1358,-5.1568,-0.8506,False,False,False
478,UBS,UBS,2025-11-11,negative,medium,medium,37.9997,37.0736,36.6447,40.2516,-2.4371,-3.5659,5.9261,True,True,False
625,002594.SZ,BYD,2025-11-08,positive,high,medium,99.39,98.37,92.7,95.98,-1.0263,-6.7311,-3.4309,False,False,False
626,002594.SZ,BYD,2025-11-08,positive,medium,short,99.39,98.37,92.7,95.98,-1.0263,-6.7311,-3.4309,False,False,False
471,LLY,Eli Lilly,2025-11-06,positive,medium,medium,934.5056,1019.6682,1041.5516,1012.7996,9.1131,11.4548,8.3781,True,True,True
472,LLY,Eli Lilly,2025-11-06,positive,medium,medium,934.5056,1019.6682,1041.5516,1012.7996,9.1131,11.4548,8.3781,True,True,True
474,AIR.PA,Airbus,2025-11-06,negative,low,short,204.8645,206.4355,200.6916,193.4455,0.7668,-2.0369,-5.5739,False,True,True
813,DTE.DE,Deutsche Telekom,2025-11-01,positive,medium,medium,25.813,25.5224,26.3845,26.8881,-1.1257,2.2139,4.1651,False,True,True
815,DTE.DE,Deutsche Telekom,2025-11-01,positive,low,long,25.813,25.5224,26.3845,26.8881,-1.1257,2.2139,4.1651,False,True,True
1152,AMZN,Amazon,2025-10-31,positive,high,short,244.22,244.41,234.69,233.22,0.0778,-3.9022,-4.5041,True,False,False
1153,AMZN,Amazon,2025-10-31,positive,medium,medium,244.22,244.41,234.69,233.22,0.0778,-3.9022,-4.5041,True,False,False
806,META,Meta,2025-10-31,negative,medium,short,647.2675,620.6719,608.4424,646.8682,-4.1089,-5.9983,-0.0617,True,True,True
805,NFLX,Netflix,2025-10-30,positive,low,short,108.9,109.702,115.423,107.58,0.7365,5.9899,-1.2121,True,True,False
808,META,Meta,2025-10-30,negative,medium,short,665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,True,True,True
809,META,Meta,2025-10-30,positive,high,long,665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,False,False,False
810,META,Meta,2025-10-30,positive,medium,medium,665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,False,False,False
800,RIVN,Rivian,2025-10-30,negative,medium,short,12.99,15.22,16.39,16.86,17.1671,26.174,29.7922,False,False,False
801,RIVN,Rivian,2025-10-30,negative,medium,medium,12.99,15.22,16.39,16.86,17.1671,26.174,29.7922,False,False,False
802,META,Meta,2025-10-30,negative,medium,short,665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,True,True,True
803,META,Meta,2025-10-30,positive,high,long,665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,False,False,False
804,META,Meta,2025-10-30,positive,medium,medium,665.3572,617.9066,608.8717,646.8682,-7.1316,-8.4895,-2.7788,False,False,False
818,RIVN,Rivian,2025-10-24,positive,medium,medium,12.98,13.57,15.23,14.86,4.5455,17.3344,14.4838,True,True,True
819,RIVN,Rivian,2025-10-24,positive,medium,long,12.98,13.57,15.23,14.86,4.5455,17.3344,14.4838,True,True,True
820,RIVN,Rivian,2025-10-24,negative,low,short,12.98,13.57,15.23,14.86,4.5455,17.3344,14.4838,False,False,False
816,META,Meta,2025-10-23,positive,medium,short,732.7745,665.3572,617.9066,588.1664,-9.2003,-15.6758,-19.7343,False,False,False
817,META,Meta,2025-10-23,positive,low,short,732.7745,665.3572,617.9066,588.1664,-9.2003,-15.6758,-19.7343,False,False,False
826,CRM,Salesforce,2025-10-19,positive,medium,medium,253.2369,253.7846,259.3417,242.6604,0.2163,2.4107,-4.1765,True,True,False
828,CRM,Salesforce,2025-10-19,positive,medium,medium,253.2369,253.7846,259.3417,242.6604,0.2163,2.4107,-4.1765,True,True,False
823,TSM,TSMC,2025-10-16,positive,high,short,298.1925,289.1325,301.5539,280.6494,-3.0383,1.1273,-5.8831,False,True,False
824,TSM,TSMC,2025-10-16,positive,high,short,298.1925,289.1325,301.5539,280.6494,-3.0383,1.1273,-5.8831,False,True,False
825,TSM,TSMC,2025-10-16,positive,medium,medium,298.1925,289.1325,301.5539,280.6494,-3.0383,1.1273,-5.8831,False,True,False
1304,META,Meta,2025-10-02,positive,medium,medium,725.8361,732.2853,710.8811,665.3572,0.8885,-2.0604,-8.3323,True,False,False
1305,META,Meta,2025-10-02,positive,medium,medium,725.8361,732.2853,710.8811,665.3572,0.8885,-2.0604,-8.3323,True,False,False
935,META,Meta,2025-10-01,positive,medium,short,716.1423,716.6415,716.3519,750.415,0.0697,0.0293,4.7857,True,True,True
937,META,Meta,2025-10-01,positive,medium,medium,716.1423,716.6415,716.3519,750.415,0.0697,0.0293,4.7857,True,True,True
1302,SPOT,Spotify,2025-09-27,positive,medium,medium,728.47,680.5,685.29,645.78,-6.585,-5.9275,-11.3512,False,False,False
1220,HSBA.L,HSBC,2025-09-25,positive,medium,medium,1024.8608,1043.2548,1008.2664,992.4716,1.7948,-1.6192,-3.1604,True,False,False
926,META,Meta,2025-09-18,positive,medium,medium,778.4218,747.6595,725.8361,710.8811,-3.9519,-6.7554,-8.6766,False,False,False
927,META,Meta,2025-09-18,positive,medium,short,778.4218,747.6595,725.8361,710.8811,-3.9519,-6.7554,-8.6766,False,False,False
929,AMZN,Amazon,2025-09-18,positive,medium,medium,231.23,218.15,222.41,214.47,-5.6567,-3.8144,-7.2482,False,False,False
930,AMZN,Amazon,2025-09-18,positive,low,short,231.23,218.15,222.41,214.47,-5.6567,-3.8144,-7.2482,False,False,False
931,AMZN,Amazon,2025-09-18,positive,medium,medium,231.23,218.15,222.41,214.47,-5.6567,-3.8144,-7.2482,False,False,False
1077,PLTR,Palantir,2025-09-18,positive,medium,short,176.97,179.12,187.05,178.12,1.2149,5.6959,0.6498,True,True,True
1078,PLTR,Palantir,2025-09-18,positive,medium,medium,176.97,179.12,187.05,178.12,1.2149,5.6959,0.6498,True,True,True
1079,PLTR,Palantir,2025-09-18,positive,high,short,176.97,179.12,187.05,178.12,1.2149,5.6959,0.6498,True,True,True
644,TSM,TSMC,2025-09-15,positive,medium,short,259.1263,271.132,271.7287,301.2257,4.6331,4.8634,16.2467,True,True,True
645,TSM,TSMC,2025-09-15,positive,low,medium,259.1263,271.132,271.7287,301.2257,4.6331,4.8634,16.2467,True,True,True
642,ORCL,Oracle,2025-09-13,positive,high,short,299.7744,306.2434,281.2406,291.1707,2.1579,-6.1826,-2.8701,True,False,False
643,ORCL,Oracle,2025-09-13,positive,medium,medium,299.7744,306.2434,281.2406,291.1707,2.1579,-6.1826,-2.8701,True,False,False
637,AZN,AstraZeneca,2025-09-13,negative,medium,short,154.4894,150.9859,145.9979,167.3157,-2.2678,-5.4965,8.3024,True,True,False
638,AZN,AstraZeneca,2025-09-13,negative,medium,medium,154.4894,150.9859,145.9979,167.3157,-2.2678,-5.4965,8.3024,True,True,False
628,ORCL,Oracle,2025-09-12,positive,medium,short,289.8924,306.2434,281.2406,291.1707,5.6404,-2.9845,0.441,True,False,True
632,000660.KS,SK Hynix,2025-09-12,positive,high,short,327660.3125,350102.75,335639.8438,426905.9375,6.8493,2.4353,30.2892,True,True,True
633,000660.KS,SK Hynix,2025-09-12,positive,medium,short,327660.3125,350102.75,335639.8438,426905.9375,6.8493,2.4353,30.2892,True,True,True
634,000660.KS,SK Hynix,2025-09-12,positive,high,medium,327660.3125,350102.75,335639.8438,426905.9375,6.8493,2.4353,30.2892,True,True,True
988,AAPL,Apple,2025-09-12,positive,medium,short,233.6247,245.033,254.974,244.8034,4.8831,9.1383,4.7849,True,True,True
629,000660.KS,SK Hynix,2025-09-12,positive,high,short,327660.3125,350102.75,335639.8438,426905.9375,6.8493,2.4353,30.2892,True,True,True
630,000660.KS,SK Hynix,2025-09-12,positive,medium,medium,327660.3125,350102.75,335639.8438,426905.9375,6.8493,2.4353,30.2892,True,True,True
627,ORCL,Oracle,2025-09-11,negative,medium,short,305.4496,294.2976,289.049,295.1463,-3.651,-5.3693,-3.3732,True,True,True
1409,ORCL,Oracle,2025-09-11,positive,high,short,305.4496,294.2976,289.049,295.1463,-3.651,-5.3693,-3.3732,False,False,False
1410,ORCL,Oracle,2025-09-11,positive,medium,medium,305.4496,294.2976,289.049,295.1463,-3.651,-5.3693,-3.3732,False,False,False
1411,ORCL,Oracle,2025-09-11,positive,high,medium,305.4496,294.2976,289.049,295.1463,-3.651,-5.3693,-3.3732,False,False,False
611,INTC,Intel,2025-08-28,positive,medium,short,24.93,24.61,24.61,33.99,-1.2836,-1.2836,36.3418,False,False,True
612,INTC,Intel,2025-08-28,positive,medium,medium,24.93,24.61,24.61,33.99,-1.2836,-1.2836,36.3418,False,False,True
608,NVDA,NVIDIA,2025-08-28,positive,high,short,180.1401,171.6315,177.1506,177.6705,-4.7233,-1.6595,-1.3709,False,False,False
610,NVDA,NVIDIA,2025-08-28,positive,high,short,180.1401,171.6315,177.1506,177.6705,-4.7233,-1.6595,-1.3709,False,False,False
1296,CRWD,CrowdStrike,2025-08-28,negative,medium,short,442.0,412.46,433.38,473.09,-6.6833,-1.9502,7.0339,True,True,False
1297,CRWD,CrowdStrike,2025-08-28,negative,medium,medium,442.0,412.46,433.38,473.09,-6.6833,-1.9502,7.0339,True,True,False
1412,NVDA,NVIDIA,2025-08-28,positive,medium,short,180.1401,171.6315,177.1506,177.6705,-4.7233,-1.6595,-1.3709,False,False,False
1413,NVDA,NVIDIA,2025-08-28,positive,high,medium,180.1401,171.6315,177.1506,177.6705,-4.7233,-1.6595,-1.3709,False,False,False
1414,NVDA,NVIDIA,2025-08-28,positive,high,medium,180.1401,171.6315,177.1506,177.6705,-4.7233,-1.6595,-1.3709,False,False,False
1074,RHM.DE,Rheinmetall,2025-08-27,positive,medium,medium,1635.5,1754.0,1779.0,1978.5,7.2455,8.7741,20.9722,True,True,True
1075,RHM.DE,Rheinmetall,2025-08-27,positive,high,medium,1635.5,1754.0,1779.0,1978.5,7.2455,8.7741,20.9722,True,True,True
1076,RHM.DE,Rheinmetall,2025-08-27,positive,medium,short,1635.5,1754.0,1779.0,1978.5,7.2455,8.7741,20.9722,True,True,True
1284,NVDA,NVIDIA,2025-08-22,negative,medium,short,177.9604,174.151,166.9923,176.6506,-2.1406,-6.1633,-0.736,True,True,True
1285,NVDA,NVIDIA,2025-08-22,negative,low,short,177.9604,174.151,166.9923,176.6506,-2.1406,-6.1633,-0.736,True,True,True
1286,NVDA,NVIDIA,2025-08-22,negative,medium,short,177.9604,174.151,166.9923,176.6506,-2.1406,-6.1633,-0.736,True,True,True
1149,005930.KS,Samsung,2025-08-22,positive,medium,short,70738.9844,69054.7188,68856.5781,82726.9609,-2.381,-2.6611,16.9468,False,False,True
1150,005930.KS,Samsung,2025-08-21,positive,medium,short,69946.3906,68955.6484,69451.0234,79556.5859,-1.4164,-0.7082,13.7394,False,False,True
1151,000660.KS,SK Hynix,2025-08-21,negative,low,short,244021.2812,267813.6562,264821.3438,354591.2812,9.7501,8.5239,45.3116,False,False,False
844,AMZN,Amazon,2025-08-14,positive,medium,medium,230.98,221.95,231.6,229.95,-3.9094,0.2684,-0.4459,False,True,False
845,AMZN,Amazon,2025-08-14,positive,medium,short,230.98,221.95,231.6,229.95,-3.9094,0.2684,-0.4459,False,True,False
846,AMZN,Amazon,2025-08-14,positive,low,short,230.98,221.95,231.6,229.95,-3.9094,0.2684,-0.4459,False,True,False
855,PLTR,Palantir,2025-08-10,positive,medium,short,182.68,177.17,158.74,153.11,-3.0162,-13.1049,-16.1868,False,False,False
856,PLTR,Palantir,2025-08-10,negative,high,long,182.68,177.17,158.74,153.11,-3.0162,-13.1049,-16.1868,True,True,True
857,PLTR,Palantir,2025-08-10,positive,medium,medium,182.68,177.17,158.74,153.11,-3.0162,-13.1049,-16.1868,False,False,False
919,688981.SS,SMIC,2025-08-08,positive,medium,short,86.66,91.84,103.97,114.76,5.9774,19.9746,32.4256,True,True,True
920,688981.SS,SMIC,2025-08-08,positive,medium,short,86.66,91.84,103.97,114.76,5.9774,19.9746,32.4256,True,True,True
1208,INTC,Intel,2025-08-08,negative,medium,short,19.95,24.56,24.8,24.49,23.1078,24.3108,22.7569,False,False,False
1209,INTC,Intel,2025-08-08,negative,low,short,19.95,24.56,24.8,24.49,23.1078,24.3108,22.7569,False,False,False
1210,META,Meta,2025-08-08,positive,high,medium,767.4975,783.3901,753.0215,750.6871,2.0707,-1.8861,-2.1903,True,False,False
1289,TSM,TSMC,2025-08-08,negative,medium,short,239.7449,236.8203,230.9811,241.3113,-1.2199,-3.6555,0.6534,True,True,False
1290,TSM,TSMC,2025-08-08,negative,low,short,239.7449,236.8203,230.9811,241.3113,-1.2199,-3.6555,0.6534,True,True,False
1218,META,Meta,2025-08-08,positive,high,long,767.4975,783.3901,753.0215,750.6871,2.0707,-1.8861,-2.1903,True,False,False
1511,SPOT,Spotify,2025-08-07,positive,medium,short,686.74,698.5,689.47,703.85,1.7124,0.3975,2.4915,True,True,True
1513,SPOT,Spotify,2025-08-07,positive,medium,medium,686.74,698.5,689.47,703.85,1.7124,0.3975,2.4915,True,True,True
851,PLTR,Palantir,2025-08-07,negative,medium,medium,182.2,181.02,156.18,156.14,-0.6476,-14.281,-14.303,True,True,True
852,PLTR,Palantir,2025-08-07,positive,medium,long,182.2,181.02,156.18,156.14,-0.6476,-14.281,-14.303,False,False,False
1288,TSM,TSMC,2025-08-07,negative,medium,short,240.5281,238.922,225.3699,233.182,-0.6677,-6.302,-3.0542,True,True,True
1212,005930.KS,Samsung,2025-08-07,positive,medium,short,69847.3125,70937.1328,69946.3906,69451.0234,1.5603,0.1418,-0.5674,True,True,False
1213,005930.KS,Samsung,2025-08-07,positive,medium,medium,69847.3125,70937.1328,69946.3906,69451.0234,1.5603,0.1418,-0.5674,True,True,False
1214,000660.KS,SK Hynix,2025-08-07,positive,medium,short,260953.3594,275395.4375,244021.2812,264821.3438,5.5344,-6.4885,1.4823,True,False,True
1509,TSM,TSMC,2025-08-07,positive,medium,short,240.5281,238.922,225.3699,233.182,-0.6677,-6.302,-3.0542,False,False,False
1510,TSM,TSMC,2025-08-07,positive,low,short,240.5281,238.922,225.3699,233.182,-0.6677,-6.302,-3.0542,False,False,False
1216,000660.KS,SK Hynix,2025-08-07,positive,medium,short,260953.3594,275395.4375,244021.2812,264821.3438,5.5344,-6.4885,1.4823,True,False,True
873,PLTR,Palantir,2025-08-05,positive,high,short,173.27,186.97,157.75,157.09,7.9067,-8.9571,-9.338,True,False,False
874,PLTR,Palantir,2025-08-05,positive,medium,medium,173.27,186.97,157.75,157.09,7.9067,-8.9571,-9.338,True,False,False
875,PLTR,Palantir,2025-08-05,positive,medium,short,173.27,186.97,157.75,157.09,7.9067,-8.9571,-9.338,True,False,False
1463,META,Meta,2025-08-01,positive,high,short,748.2527,767.4975,783.3901,736.9692,2.572,4.6959,-1.508,True,True,False
1307,MSFT,Microsoft,2025-08-01,positive,high,short,521.0829,519.025,517.1657,504.5917,-0.3949,-0.7517,-3.1648,False,False,False
1308,MSFT,Microsoft,2025-08-01,positive,medium,medium,521.0829,519.025,517.1657,504.5917,-0.3949,-0.7517,-3.1648,False,False,False
1309,MSFT,Microsoft,2025-08-01,positive,high,long,521.0829,519.025,517.1657,504.5917,-0.3949,-0.7517,-3.1648,False,False,False
1400,ARM,Arm Holdings,2025-07-31,negative,high,short,141.375,135.57,140.55,142.55,-4.1061,-0.5836,0.8311,True,True,False
1401,ARM,Arm Holdings,2025-07-31,negative,medium,medium,141.375,135.57,140.55,142.55,-4.1061,-0.5836,0.8311,True,True,False
1402,ARM,Arm Holdings,2025-07-31,negative,low,long,141.375,135.57,140.55,142.55,-4.1061,-0.5836,0.8311,True,True,False
1380,005930.KS,Samsung,2025-07-31,negative,low,short,70738.9844,69847.3125,70937.1328,68955.6484,-1.2605,0.2801,-2.521,True,False,True
1382,000660.KS,SK Hynix,2025-07-31,positive,medium,short,272407.4062,260953.3594,275395.4375,267813.6562,-4.2047,1.0969,-1.6864,False,True,False
870,META,Meta,2025-07-31,positive,high,short,771.6278,760.045,780.2974,749.3501,-1.5011,1.1235,-2.8871,False,True,False
871,META,Meta,2025-07-31,positive,medium,medium,771.6278,760.045,780.2974,749.3501,-1.5011,1.1235,-2.8871,False,True,False
872,META,Meta,2025-07-31,positive,medium,medium,771.6278,760.045,780.2974,749.3501,-1.5011,1.1235,-2.8871,False,True,False
1221,META,Meta,2025-07-31,positive,high,short,771.6278,760.045,780.2974,749.3501,-1.5011,1.1235,-2.8871,False,True,False
1222,META,Meta,2025-07-31,positive,medium,medium,771.6278,760.045,780.2974,749.3501,-1.5011,1.1235,-2.8871,False,True,False
1223,META,Meta,2025-07-31,positive,medium,medium,771.6278,760.045,780.2974,749.3501,-1.5011,1.1235,-2.8871,False,True,False
1279,UBS,UBS,2025-07-30,negative,medium,medium,36.9761,37.0834,38.6529,39.15,0.29,4.5347,5.8793,False,False,False
1390,005930.KS,Samsung,2025-07-28,positive,medium,short,69748.2422,69054.7188,70342.6875,70838.0625,-0.9943,0.8523,1.5625,False,True,True
1391,005930.KS,Samsung,2025-07-28,positive,medium,short,69748.2422,69054.7188,70342.6875,70838.0625,-0.9943,0.8523,1.5625,False,True,True
960,005930.KS,Samsung,2025-07-27,positive,medium,short,69748.2422,68262.125,71135.2812,70738.9844,-2.1307,1.9886,1.4205,False,True,True
961,005930.KS,Samsung,2025-07-27,positive,low,medium,69748.2422,68262.125,71135.2812,70738.9844,-2.1307,1.9886,1.4205,False,True,True
962,000660.KS,SK Hynix,2025-07-27,negative,medium,short,260953.3594,256969.3438,255475.3438,249997.2969,-1.5267,-2.0992,-4.1985,True,True,True
893,META,Meta,2025-07-26,positive,high,medium,715.9486,748.2527,767.4975,753.0215,4.5121,7.2001,5.1781,True,True,True
894,META,Meta,2025-07-26,positive,medium,long,715.9486,748.2527,767.4975,753.0215,4.5121,7.2001,5.1781,True,True,True
1387,000660.KS,SK Hynix,2025-07-24,positive,high,short,268423.375,272407.4062,260953.3594,244021.2812,1.4842,-2.7829,-9.0909,True,False,False
1388,000660.KS,SK Hynix,2025-07-24,positive,medium,medium,268423.375,272407.4062,260953.3594,244021.2812,1.4842,-2.7829,-9.0909,True,False,False
1389,000660.KS,SK Hynix,2025-07-24,positive,high,medium,268423.375,272407.4062,260953.3594,244021.2812,1.4842,-2.7829,-9.0909,True,False,False
1558,VZ,Verizon,2025-07-24,negative,low,short,41.0128,40.7082,40.8891,42.8693,-0.7428,-0.3018,4.5265,True,True,False
1559,VZ,Verizon,2025-07-24,negative,medium,short,41.0128,40.7082,40.8891,42.8693,-0.7428,-0.3018,4.5265,True,True,False
1403,000660.KS,SK Hynix,2025-07-24,positive,medium,short,268423.375,272407.4062,260953.3594,244021.2812,1.4842,-2.7829,-9.0909,True,False,False
1404,000660.KS,SK Hynix,2025-07-24,positive,medium,medium,268423.375,272407.4062,260953.3594,244021.2812,1.4842,-2.7829,-9.0909,True,False,False
1405,000660.KS,SK Hynix,2025-07-24,positive,medium,medium,268423.375,272407.4062,260953.3594,244021.2812,1.4842,-2.7829,-9.0909,True,False,False
1384,000660.KS,SK Hynix,2025-07-24,positive,high,short,268423.375,272407.4062,260953.3594,244021.2812,1.4842,-2.7829,-9.0909,True,False,False
1385,000660.KS,SK Hynix,2025-07-24,positive,medium,medium,268423.375,272407.4062,260953.3594,244021.2812,1.4842,-2.7829,-9.0909,True,False,False
1386,000660.KS,SK Hynix,2025-07-24,positive,medium,medium,268423.375,272407.4062,260953.3594,244021.2812,1.4842,-2.7829,-9.0909,True,False,False
799,META,Meta,2025-07-17,negative,medium,short,699.7665,713.1252,771.6278,780.2974,1.909,10.2693,11.5083,False,False,False
1109,NVDA,NVIDIA,2025-07-10,positive,high,short,164.0727,172.9713,173.7111,180.74,5.4235,5.8745,10.1584,True,True,True
1110,NVDA,NVIDIA,2025-07-10,positive,medium,medium,164.0727,172.9713,173.7111,180.74,5.4235,5.8745,10.1584,True,True,True
1111,NVDA,NVIDIA,2025-07-10,positive,high,long,164.0727,172.9713,173.7111,180.74,5.4235,5.8745,10.1584,True,True,True
998,NVDA,NVIDIA,2025-07-03,positive,high,short,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
999,NVDA,NVIDIA,2025-07-03,positive,high,short,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
1000,NVDA,NVIDIA,2025-07-03,positive,high,short,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
1406,NVDA,NVIDIA,2025-07-03,positive,high,medium,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
1407,NVDA,NVIDIA,2025-07-03,positive,high,short,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
1408,NVDA,NVIDIA,2025-07-03,positive,high,medium,159.3135,164.0727,172.9713,177.8404,2.9873,8.5729,11.6292,True,True,True
1082,MU,Micron,2025-07-03,positive,medium,medium,121.998,122.9316,113.0959,108.9819,0.7653,-7.2969,-10.6691,True,False,False
1083,MU,Micron,2025-07-03,positive,medium,medium,121.998,122.9316,113.0959,108.9819,0.7653,-7.2969,-10.6691,True,False,False
1084,MU,Micron,2025-07-03,positive,low,long,121.998,122.9316,113.0959,108.9819,0.7653,-7.2969,-10.6691,True,False,False
1506,BP,BP,2025-07-02,positive,medium,short,30.038,30.0093,30.633,30.9497,-0.0958,1.9808,3.0351,False,True,True
1507,BP,BP,2025-07-02,negative,medium,medium,30.038,30.0093,30.633,30.9497,-0.0958,1.9808,3.0351,True,False,False
902,META,Meta,2025-06-13,positive,high,medium,680.7462,680.7512,731.9111,715.8289,0.0007,7.516,5.1536,True,True,True
903,META,Meta,2025-06-13,positive,medium,short,680.7462,680.7512,731.9111,715.8289,0.0007,7.516,5.1536,True,True,True
1476,NVS,Novartis,2025-06-13,positive,medium,short,115.9217,112.3504,116.4652,117.4453,-3.0808,0.4688,1.3144,False,True,True
1477,NVS,Novartis,2025-06-13,positive,low,short,115.9217,112.3504,116.4652,117.4453,-3.0808,0.4688,1.3144,False,True,True
1085,AMD,AMD,2025-06-13,positive,high,medium,116.16,128.24,143.81,146.42,10.3995,23.8034,26.0503,True,True,True
1086,AMD,AMD,2025-06-13,positive,medium,long,116.16,128.24,143.81,146.42,10.3995,23.8034,26.0503,True,True,True
906,WBD,Warner Bros Discovery,2025-06-10,positive,medium,long,10.01,10.58,10.9,11.41,5.6943,8.8911,13.986,True,True,True
907,WBD,Warner Bros Discovery,2025-06-10,positive,medium,medium,10.01,10.58,10.9,11.41,5.6943,8.8911,13.986,True,True,True
1395,UBS,UBS,2025-06-08,positive,medium,short,32.1019,31.1758,29.655,33.3107,-2.8849,-7.6222,3.7656,False,False,True
1396,UBS,UBS,2025-06-08,negative,medium,long,32.1019,31.1758,29.655,33.3107,-2.8849,-7.6222,3.7656,True,True,False
1397,UBS,UBS,2025-06-08,positive,high,medium,32.1019,31.1758,29.655,33.3107,-2.8849,-7.6222,3.7656,False,False,True
1556,UBS,UBS,2025-06-06,negative,medium,short,32.7745,31.1758,29.655,33.3107,-4.878,-9.5181,1.6359,True,True,False
1557,UBS,UBS,2025-06-06,negative,low,short,32.7745,31.1758,29.655,33.3107,-4.878,-9.5181,1.6359,True,True,False
1393,AVGO,Broadcom,2025-06-06,negative,medium,short,244.9453,246.7011,248.5644,272.6164,0.7168,1.4775,11.2969,False,False,False
913,META,Meta,2025-06-04,positive,medium,long,685.8104,691.9812,694.1398,711.8981,0.8998,1.2145,3.8039,True,True,True
914,META,Meta,2025-06-04,positive,high,long,685.8104,691.9812,694.1398,711.8981,0.8998,1.2145,3.8039,True,True,True
1106,AVGO,Broadcom,2025-06-02,negative,medium,short,246.711,242.3166,250.0738,274.078,-1.7812,1.363,11.0927,True,False,False
1107,AVGO,Broadcom,2025-06-02,negative,medium,medium,246.711,242.3166,250.0738,274.078,-1.7812,1.363,11.0927,True,False,False
1196,NVDA,NVIDIA,2025-05-29,positive,high,short,139.1572,139.957,144.9759,154.9942,0.5747,4.1814,11.3807,True,True,True
1197,NVDA,NVIDIA,2025-05-29,positive,medium,medium,139.1572,139.957,144.9759,154.9942,0.5747,4.1814,11.3807,True,True,True
1198,NVDA,NVIDIA,2025-05-29,positive,medium,short,139.1572,139.957,144.9759,154.9942,0.5747,4.1814,11.3807,True,True,True
1203,LHX,L3Harris Technologies,2025-05-29,positive,medium,short,239.3204,239.1635,247.3939,243.8468,-0.0655,3.3735,1.8914,False,True,True
1503,META,Meta,2025-05-29,positive,medium,medium,643.0439,682.4907,691.2036,724.3889,6.1344,7.4893,12.65,True,True,True
1504,META,Meta,2025-05-29,positive,low,short,643.0439,682.4907,691.2036,724.3889,6.1344,7.4893,12.65,True,True,True
1271,NVS,Novartis,2025-05-29,positive,medium,short,109.2546,114.3108,117.2027,116.766,4.6278,7.2748,6.8751,True,True,True
1272,NVS,Novartis,2025-05-29,positive,low,short,109.2546,114.3108,117.2027,116.766,4.6278,7.2748,6.8751,True,True,True
1273,META,Meta,2025-05-29,positive,medium,medium,643.0439,682.4907,691.2036,724.3889,6.1344,7.4893,12.65,True,True,True
1274,META,Meta,2025-05-29,positive,high,medium,643.0439,682.4907,691.2036,724.3889,6.1344,7.4893,12.65,True,True,True
1199,META,Meta,2025-05-25,positive,medium,medium,640.3224,645.4763,695.5401,680.7512,0.8049,8.6234,6.3138,True,True,True
1200,META,Meta,2025-05-25,negative,high,short,640.3224,645.4763,695.5401,680.7512,0.8049,8.6234,6.3138,False,False,False
1201,META,Meta,2025-05-25,negative,medium,short,640.3224,645.4763,695.5401,680.7512,0.8049,8.6234,6.3138,False,False,False
1202,META,Meta,2025-05-25,negative,low,short,640.3224,645.4763,695.5401,680.7512,0.8049,8.6234,6.3138,False,False,False
1259,TSLA,Tesla,2025-05-23,negative,medium,short,339.34,346.46,295.14,322.16,2.0982,-13.0253,-5.0628,False,True,True
1260,TSLA,Tesla,2025-05-23,negative,medium,short,339.34,346.46,295.14,322.16,2.0982,-13.0253,-5.0628,False,True,True
1261,TSLA,Tesla,2025-05-23,negative,low,short,339.34,346.46,295.14,322.16,2.0982,-13.0253,-5.0628,False,True,True
1464,SHOP,Shopify,2025-05-23,positive,medium,short,101.51,107.22,111.41,106.4,5.6251,9.7527,4.8173,True,True,True
1276,002594.SZ,BYD,2025-05-22,positive,high,short,131.3658,118.9572,118.832,112.1616,-9.4458,-9.5411,-14.6189,False,False,False
1277,002594.SZ,BYD,2025-05-22,positive,high,medium,131.3658,118.9572,118.832,112.1616,-9.4458,-9.5411,-14.6189,False,False,False
1262,HSBA.L,HSBC,2025-05-21,negative,medium,short,884.2393,865.0471,872.2441,874.3433,-2.1705,-1.3565,-1.1191,True,True,True
1189,WBD,Warner Bros Discovery,2025-05-14,positive,medium,medium,9.21,8.95,10.02,10.51,-2.823,8.7948,14.1151,False,True,True
1282,META,Meta,2025-05-08,negative,medium,short,596.1502,641.8775,634.5902,682.4907,7.6704,6.448,14.483,False,False,False
1283,META,Meta,2025-05-08,negative,low,short,596.1502,641.8775,634.5902,682.4907,7.6704,6.448,14.483,False,False,False
1473,V,Visa,2025-05-08,positive,high,long,348.6606,360.2059,355.9009,364.6501,3.3113,2.0766,4.586,True,True,True
1474,V,Visa,2025-05-08,positive,medium,medium,348.6606,360.2059,355.9009,364.6501,3.3113,2.0766,4.586,True,True,True
1475,V,Visa,2025-05-08,positive,low,short,348.6606,360.2059,355.9009,364.6501,3.3113,2.0766,4.586,True,True,True
1263,SHEL,Shell,2025-05-06,positive,medium,short,62.5873,65.0004,64.7364,65.9122,3.8556,3.4338,5.3125,True,True,True
1265,BP,BP,2025-05-06,positive,high,short,26.8205,28.8603,28.0227,28.3682,7.6056,4.4825,5.7707,True,True,True
1029,RIVN,Rivian,2025-05-06,negative,medium,short,13.5,14.87,16.92,14.37,10.1481,25.3333,6.4444,False,False,False
1030,RIVN,Rivian,2025-05-06,negative,medium,short,13.5,14.87,16.92,14.37,10.1481,25.3333,6.4444,False,False,False
1031,RIVN,Rivian,2025-05-06,negative,medium,short,13.5,14.87,16.92,14.37,10.1481,25.3333,6.4444,False,False,False
1021,SPOT,Spotify,2025-05-04,positive,medium,medium,637.65,648.25,656.3,665.14,1.6624,2.9248,4.3111,True,True,True
1022,SPOT,Spotify,2025-05-04,positive,low,long,637.65,648.25,656.3,665.14,1.6624,2.9248,4.3111,True,True,True
1067,AMZN,Amazon,2025-05-02,positive,medium,short,189.98,193.06,205.59,205.01,1.6212,8.2167,7.9114,True,True,True
1068,AMZN,Amazon,2025-05-02,positive,medium,short,189.98,193.06,205.59,205.01,1.6212,8.2167,7.9114,True,True,True
1375,META,Meta,2025-05-02,positive,medium,medium,595.1633,590.6473,638.3486,645.4763,-0.7588,7.256,8.4536,False,True,True
1376,META,Meta,2025-05-02,positive,medium,medium,595.1633,590.6473,638.3486,645.4763,-0.7588,7.256,8.4536,False,True,True
1204,AIR.PA,Airbus,2025-05-02,positive,medium,short,152.1486,155.5655,157.3328,159.1395,2.2457,3.4073,4.5947,True,True,True
1037,META,Meta,2025-04-29,positive,medium,short,552.7157,585.4834,653.9897,640.3223,5.9285,18.323,15.8502,True,True,True
1038,META,Meta,2025-04-29,positive,low,medium,552.7157,585.4834,653.9897,640.3223,5.9285,18.323,15.8502,True,True,True
1039,PL,Planet Labs,2025-04-29,negative,medium,medium,3.43,3.5,3.78,3.97,2.0408,10.2041,15.7434,False,False,False
1291,META,Meta,2025-04-26,negative,medium,short,548.0302,595.1633,590.6473,625.1097,8.6004,7.7764,14.0648,False,False,False
1292,META,Meta,2025-04-26,negative,medium,medium,548.0302,595.1633,590.6473,625.1097,8.6004,7.7764,14.0648,False,False,False
1293,META,Meta,2025-04-26,positive,high,short,548.0302,595.1633,590.6473,625.1097,8.6004,7.7764,14.0648,True,True,True
1362,GOOGL,Alphabet,2025-04-24,positive,medium,short,158.7296,160.7426,153.7469,170.2796,1.2682,-3.1391,7.2765,True,False,True
1047,NFLX,Netflix,2025-04-23,positive,medium,long,104.959,113.172,115.541,119.463,7.825,10.082,13.8187,True,True,True
1048,NFLX,Netflix,2025-04-23,positive,medium,long,104.959,113.172,115.541,119.463,7.825,10.082,13.8187,True,True,True
1052,META,Meta,2025-04-23,positive,medium,medium,518.652,547.2926,594.9539,633.5236,5.5221,14.7116,22.1481,True,True,True
1053,META,Meta,2025-04-23,positive,high,short,518.652,547.2926,594.9539,633.5236,5.5221,14.7116,22.1481,True,True,True
1054,META,Meta,2025-04-23,positive,medium,medium,518.652,547.2926,594.9539,633.5236,5.5221,14.7116,22.1481,True,True,True
1045,META,Meta,2025-04-20,negative,medium,long,483.1527,545.568,595.1633,638.3486,12.9183,23.1833,32.1215,False,False,False
1046,META,Meta,2025-04-20,negative,medium,long,483.1527,545.568,595.1633,638.3486,12.9183,23.1833,32.1215,False,False,False
1040,META,Meta,2025-04-17,negative,medium,short,499.9204,531.4919,570.4304,641.8775,6.3153,14.1043,28.3959,False,False,False
1041,META,Meta,2025-04-17,negative,medium,short,499.9204,531.4919,570.4304,641.8775,6.3153,14.1043,28.3959,False,False,False
1058,RIVN,Rivian,2025-04-16,positive,medium,medium,11.49,11.8,13.66,14.82,2.698,18.886,28.9817,True,True,True
1059,RIVN,Rivian,2025-04-16,positive,medium,medium,11.49,11.8,13.66,14.82,2.698,18.886,28.9817,True,True,True
1460,NFLX,Netflix,2025-04-15,positive,high,long,97.628,104.034,112.564,113.844,6.5616,15.2989,16.61,True,True,True
1461,NFLX,Netflix,2025-04-15,positive,high,long,97.628,104.034,112.564,113.844,6.5616,15.2989,16.61,True,True,True
1462,NFLX,Netflix,2025-04-15,positive,medium,long,97.628,104.034,112.564,113.844,6.5616,15.2989,16.61,True,True,True
1207,NVS,Novartis,2025-04-11,positive,medium,short,104.3441,107.2749,108.8276,105.4892,2.8088,4.2969,1.0975,True,True,True
1108,SHOP,Shopify,2025-04-10,negative,medium,short,84.63,83.65,95.12,94.0,-1.158,12.3951,11.0717,True,False,False
1478,META,Meta,2025-04-10,negative,medium,short,544.591,499.9204,531.4919,596.1502,-8.2026,-2.4053,9.4675,True,True,False
1479,META,Meta,2025-04-10,negative,medium,medium,544.591,499.9204,531.4919,596.1502,-8.2026,-2.4053,9.4675,True,True,False
1480,META,Meta,2025-04-10,positive,high,short,544.591,499.9204,531.4919,596.1502,-8.2026,-2.4053,9.4675,False,False,True
1373,META,Meta,2025-04-10,negative,medium,short,544.591,499.9204,531.4919,596.1502,-8.2026,-2.4053,9.4675,True,True,False
1374,META,Meta,2025-04-10,negative,medium,medium,544.591,499.9204,531.4919,596.1502,-8.2026,-2.4053,9.4675,True,True,False
1175,ORCL,Oracle,2025-03-31,negative,medium,short,137.9258,125.4463,133.3026,138.748,-9.048,-3.3519,0.5961,True,True,False
1176,ORCL,Oracle,2025-03-31,negative,medium,medium,137.9258,125.4463,133.3026,138.748,-9.048,-3.3519,0.5961,True,True,False
1490,1810.HK,Xiaomi,2025-03-28,positive,high,short,51.05,36.45,44.25,47.7,-28.5994,-13.3203,-6.5622,False,False,False
1491,1810.HK,Xiaomi,2025-03-28,positive,high,medium,51.05,36.45,44.25,47.7,-28.5994,-13.3203,-6.5622,False,False,False
1492,1810.HK,Xiaomi,2025-03-28,positive,medium,short,51.05,36.45,44.25,47.7,-28.5994,-13.3203,-6.5622,False,False,False
1481,TSLA,Tesla,2025-03-27,positive,medium,short,273.13,267.28,252.4,259.51,-2.1418,-7.5898,-4.9866,False,False,False
1482,TSLA,Tesla,2025-03-27,positive,low,medium,273.13,267.28,252.4,259.51,-2.1418,-7.5898,-4.9866,False,False,False
1554,RIVN,Rivian,2025-03-26,positive,medium,medium,12.1,12.49,11.77,11.8,3.2231,-2.7273,-2.4793,True,False,False
1494,TSM,TSMC,2025-03-25,negative,medium,medium,178.6869,166.5769,139.6405,149.5478,-6.7772,-21.8519,-16.3073,True,True,True
1181,META,Meta,2025-03-24,negative,medium,short,616.9253,574.5675,514.6444,483.1527,-6.866,-16.5791,-21.6838,True,True,True
1182,META,Meta,2025-03-24,negative,low,medium,616.9253,574.5675,514.6444,483.1527,-6.866,-16.5791,-21.6838,True,True,True
1183,FTNT,Fortinet,2025-03-17,negative,medium,short,96.67,99.79,96.26,96.85,3.2275,-0.4241,0.1862,False,True,False
1184,FTNT,Fortinet,2025-03-17,negative,medium,medium,96.67,99.79,96.26,96.85,3.2275,-0.4241,0.1862,False,True,False
1140,VOW.DE,Volkswagen,2025-03-14,negative,low,short,103.0161,97.3817,93.2029,82.3096,-5.4695,-9.526,-20.1003,True,True,True
1138,VOW.DE,Volkswagen,2025-03-13,negative,low,short,103.204,98.8842,95.7853,82.7792,-4.1856,-7.1884,-19.7907,True,True,True
1141,VOW.DE,Volkswagen,2025-03-06,positive,medium,short,105.2699,103.204,98.8842,86.6763,-1.9625,-6.066,-17.6628,False,False,False
1359,RIVN,Rivian,2025-03-05,positive,high,long,11.42,11.06,11.36,12.49,-3.1524,-0.5254,9.3695,False,False,True
1360,RIVN,Rivian,2025-03-05,positive,medium,short,11.42,11.06,11.36,12.49,-3.1524,-0.5254,9.3695,False,False,True
1354,META,Meta,2025-03-05,positive,medium,medium,653.8466,617.0841,582.2436,582.1139,-5.6225,-10.951,-10.9709,False,False,False
1355,META,Meta,2025-03-05,positive,low,medium,653.8466,617.0841,582.2436,582.1139,-5.6225,-10.951,-10.9709,False,False,False
1560,BLK,BlackRock,2025-03-02,positive,medium,short,941.8131,927.7991,909.9471,927.5837,-1.488,-3.3835,-1.5109,False,False,False
1562,BLK,BlackRock,2025-03-02,positive,medium,short,941.8131,927.7991,909.9471,927.5837,-1.488,-3.3835,-1.5109,False,False,False
1350,META,Meta,2025-02-27,positive,low,short,655.6095,625.4207,588.2797,600.7059,-4.6047,-10.2698,-8.3744,False,False,False
1351,META,Meta,2025-02-27,negative,medium,short,655.6095,625.4207,588.2797,600.7059,-4.6047,-10.2698,-8.3744,True,True,True
1142,SAP,SAP,2025-02-27,negative,low,short,272.1395,276.837,252.9034,265.7473,1.7261,-7.0685,-2.3489,False,True,True
1266,VOW.DE,Volkswagen,2025-02-20,positive,low,short,95.128,100.6685,105.2699,98.8842,5.8243,10.6614,3.9487,True,True,True
1269,RHM.DE,Rheinmetall,2025-02-13,positive,medium,short,753.1879,885.1202,995.9592,1281.5139,17.5165,32.2325,70.1453,True,True,True
1114,PLTR,Palantir,2025-02-08,positive,high,short,116.65,119.16,101.35,84.91,2.1517,-13.1162,-27.2096,True,False,False
1065,AMD,AMD,2025-02-04,positive,medium,medium,119.5,111.1,114.28,100.75,-7.0293,-4.3682,-15.6904,False,False,False
1066,AMD,AMD,2025-02-04,positive,medium,short,119.5,111.1,114.28,100.75,-7.0293,-4.3682,-15.6904,False,False,False
1125,NVDA,NVIDIA,2025-01-30,negative,medium,short,124.6092,128.6379,135.2457,120.1107,3.2331,8.5359,-3.6101,False,False,True
1244,NVDA,NVIDIA,2025-01-30,positive,medium,short,124.6092,128.6379,135.2457,120.1107,3.2331,8.5359,-3.6101,True,True,False
1249,000660.KS,SK Hynix,2025-01-24,negative,medium,short,218308.9062,196774.3594,200528.0938,206948.9375,-9.8643,-8.1448,-5.2036,True,True,True
1250,000660.KS,SK Hynix,2025-01-24,positive,medium,medium,218308.9062,196774.3594,200528.0938,206948.9375,-9.8643,-8.1448,-5.2036,False,False,False
1243,MS,Morgan Stanley,2025-01-24,positive,medium,short,133.331,134.8122,136.3217,128.2484,1.1109,2.2431,-3.812,True,True,False
1465,VOW.DE,Volkswagen,2025-01-23,negative,medium,short,92.3107,94.5645,92.6864,95.128,2.4415,0.4069,3.0519,False,False,False
1248,STX,Seagate,2025-01-23,positive,medium,short,106.1709,96.2413,94.5374,100.5108,-9.3525,-10.9574,-5.3311,False,False,False
1130,META,Meta,2025-01-21,positive,low,short,613.9965,671.6353,701.3759,713.5073,9.3875,14.2313,16.2071,True,True,True
1466,TSM,TSMC,2025-01-16,positive,high,short,211.3389,221.0109,204.8055,198.5871,4.5765,-3.0914,-6.0338,True,False,False
1467,TSM,TSMC,2025-01-16,positive,medium,medium,211.3389,221.0109,204.8055,198.5871,4.5765,-3.0914,-6.0338,True,False,False
1468,TSM,TSMC,2025-01-16,negative,medium,medium,211.3389,221.0109,204.8055,198.5871,4.5765,-3.0914,-6.0338,False,True,True
1312,META,Meta,2025-01-10,negative,high,short,613.3988,610.3213,644.9025,711.6646,-0.5017,5.1359,16.0199,True,False,False
1313,META,Meta,2025-01-10,positive,medium,medium,613.3988,610.3213,644.9025,711.6646,-0.5017,5.1359,16.0199,False,True,True
1159,NVDA,NVIDIA,2025-01-07,positive,medium,short,140.0941,131.7168,140.7839,118.6111,-5.9797,0.4924,-15.3347,False,True,False
1160,NVDA,NVIDIA,2025-01-07,positive,low,medium,140.0941,131.7168,140.7839,118.6111,-5.9797,0.4924,-15.3347,False,True,False
1157,RIVN,Rivian,2025-01-03,positive,high,short,16.49,13.85,14.21,12.56,-16.0097,-13.8266,-23.8326,False,False,False
1158,RIVN,Rivian,2025-01-03,positive,medium,medium,16.49,13.85,14.21,12.56,-16.0097,-13.8266,-23.8326,False,False,False
1162,AVGO,Broadcom,2024-12-31,positive,high,short,229.2828,226.1181,222.2216,205.0728,-1.3803,-3.0797,-10.559,False,False,False
1163,AVGO,Broadcom,2024-12-31,positive,medium,medium,229.2828,226.1181,222.2216,205.0728,-1.3803,-3.0797,-10.559,False,False,False
1161,AAPL,Apple,2024-12-26,positive,high,medium,257.6127,242.5252,235.5632,222.4449,-5.8567,-8.5592,-13.6514,False,False,False
1317,LLY,Eli Lilly,2024-12-23,positive,medium,short,789.0677,766.8309,758.17,735.626,-2.8181,-3.9157,-6.7728,False,False,False
1258,005930.KS,Samsung,2024-12-18,positive,medium,medium,53376.9062,52112.9688,52272.5312,52566.1953,-2.3679,-2.069,-1.5188,False,False,False
1427,SMCI,Super Micro Computer,2024-12-16,negative,medium,short,33.44,32.4,30.68,31.08,-3.11,-8.2536,-7.0574,True,True,True
1428,SMCI,Super Micro Computer,2024-12-16,negative,low,medium,33.44,32.4,30.68,31.08,-3.11,-8.2536,-7.0574,True,True,True
1254,META,Meta,2024-12-14,positive,medium,medium,621.7454,582.9113,597.4131,613.3988,-6.246,-3.9136,-1.3424,False,False,False
1255,META,Meta,2024-12-14,positive,high,short,621.7454,582.9113,597.4131,613.3988,-6.246,-3.9136,-1.3424,False,False,False
1424,AAPL,Apple,2024-12-13,positive,medium,medium,246.7819,253.1074,254.2014,235.5632,2.5632,3.0065,-4.546,True,True,False
1441,SPOT,Spotify,2024-12-11,positive,medium,short,476.91,448.65,457.98,479.73,-5.9256,-3.9693,0.5913,False,False,True
1439,RIVN,Rivian,2024-12-09,positive,medium,medium,14.45,15.34,13.75,15.715,6.1592,-4.8443,8.7543,True,False,True
1440,RIVN,Rivian,2024-12-09,positive,low,long,14.45,15.34,13.75,15.715,6.1592,-4.8443,8.7543,True,False,True
1431,CVX,Chevron,2024-12-08,positive,medium,short,148.6666,145.6285,135.1987,139.9309,-2.0435,-9.0591,-5.876,False,False,False
1432,CVX,Chevron,2024-12-08,positive,medium,medium,148.6666,145.6285,135.1987,139.9309,-2.0435,-9.0591,-5.876,False,False,False
1429,SHOP,Shopify,2024-12-06,positive,medium,short,118.37,114.63,108.95,109.25,-3.1596,-7.9581,-7.7047,False,False,False
1430,SHOP,Shopify,2024-12-06,positive,low,medium,118.37,114.63,108.95,109.25,-3.1596,-7.9581,-7.7047,False,False,False
1437,AMD,AMD,2024-12-04,positive,medium,short,143.99,130.15,121.41,120.63,-9.6118,-15.6816,-16.2234,False,False,False
1436,SHOP,Shopify,2024-12-02,negative,medium,short,112.98,115.29,115.94,106.69,2.0446,2.6199,-5.5674,False,False,True
1433,NOW,ServiceNow,2024-12-01,positive,high,medium,209.686,224.868,224.22,216.292,7.2403,6.9313,3.1504,True,True,True
1434,NOW,ServiceNow,2024-12-01,positive,medium,long,209.686,224.868,224.22,216.292,7.2403,6.9313,3.1504,True,True,True
1435,NOW,ServiceNow,2024-12-01,positive,high,long,209.686,224.868,224.22,216.292,7.2403,6.9313,3.1504,True,True,True
1442,META,Meta,2024-11-29,positive,high,long,571.5638,620.7766,617.373,597.4131,8.6102,8.0147,4.5226,True,True,True
1443,META,Meta,2024-11-29,negative,medium,short,571.5638,620.7766,617.373,597.4131,8.6102,8.0147,4.5226,False,False,False
1444,META,Meta,2024-11-29,positive,medium,long,571.5638,620.7766,617.373,597.4131,8.6102,8.0147,4.5226,True,True,True
1446,META,Meta,2024-11-21,positive,low,medium,560.3878,571.564,606.0078,593.1899,1.9944,8.1408,5.8535,True,True,True
1453,CMCSA,Comcast,2024-11-20,positive,medium,short,37.9328,37.5534,37.5446,33.4063,-1.0002,-1.0235,-11.933,False,False,False
1454,CMCSA,Comcast,2024-11-20,positive,medium,long,37.9328,37.5534,37.5446,33.4063,-1.0002,-1.0235,-11.933,False,False,False
1448,META,Meta,2024-11-14,negative,medium,short,574.3902,560.3878,571.564,627.7629,-2.4378,-0.492,9.2921,True,True,False
1449,META,Meta,2024-11-14,negative,medium,medium,574.3902,560.3878,571.564,627.7629,-2.4378,-0.492,9.2921,True,True,False
1450,META,Meta,2024-11-14,positive,high,long,574.3902,560.3878,571.564,627.7629,-2.4378,-0.492,9.2921,False,False,True
1527,TSLA,Tesla,2024-11-08,positive,high,short,321.22,320.72,352.56,389.22,-0.1557,9.7566,21.1693,False,True,True
1528,TSLA,Tesla,2024-11-08,positive,medium,medium,321.22,320.72,352.56,389.22,-0.1557,9.7566,21.1693,False,True,True
1552,RIVN,Rivian,2024-10-17,positive,low,short,10.12,10.43,10.1,10.31,3.0632,-0.1976,1.8775,True,False,True
1553,RIVN,Rivian,2024-10-17,positive,medium,short,10.12,10.43,10.1,10.31,3.0632,-0.1976,1.8775,True,False,True
1 id ticker name event_date direction magnitude timeframe price_0 price_5d price_10d price_20d 5d_return 10d_return 20d_return correct_5d correct_10d correct_20d
2 521 GOOGL Alphabet 2025-12-31 positive high long 312.7798 321.7535 335.6038 335.7737 2.869 7.2971 7.3514 True True True
3 700 META Meta 2025-12-30 positive high short 665.3803 660.0549 630.5502 672.3943 -0.8004 -5.2346 1.0541 False False True
4 701 META Meta 2025-12-30 positive medium short 665.3803 660.0549 630.5502 672.3943 -0.8004 -5.2346 1.0541 False False True
5 702 META Meta 2025-12-30 positive medium medium 665.3803 660.0549 630.5502 672.3943 -0.8004 -5.2346 1.0541 False False True
6 523 META Meta 2025-12-30 positive high short 665.3803 660.0549 630.5502 672.3943 -0.8004 -5.2346 1.0541 False False True
7 524 META Meta 2025-12-30 positive medium medium 665.3803 660.0549 630.5502 672.3943 -0.8004 -5.2346 1.0541 False False True
8 654 WBD Warner Bros Discovery 2025-12-28 negative medium medium 28.79 28.51 28.89 28.58 -0.9726 0.3473 -0.7294 True False True
9 655 WBD Warner Bros Discovery 2025-12-28 negative low short 28.79 28.51 28.89 28.58 -0.9726 0.3473 -0.7294 True False True
10 653 WBD Warner Bros Discovery 2025-12-26 positive low short 28.8 28.51 28.89 28.58 -1.0069 0.3125 -0.7639 False True False
11 725 NOW ServiceNow 2025-12-23 positive high medium 154.36 154.23 148.81 125.4 -0.0842 -3.5955 -18.7613 False False False
12 726 NOW ServiceNow 2025-12-23 positive medium medium 154.36 154.23 148.81 125.4 -0.0842 -3.5955 -18.7613 False False False
13 546 NVDA NVIDIA 2025-12-21 positive medium short 183.6801 190.5197 188.8398 186.2199 3.7237 2.8091 1.3828 True True True
14 547 NVDA NVIDIA 2025-12-21 positive high long 183.6801 190.5197 188.8398 186.2199 3.7237 2.8091 1.3828 True True True
15 647 DIS Disney 2025-12-19 positive medium medium 111.24 113.56 111.85 111.2 2.0856 0.5484 -0.036 True True False
16 542 PANW Palo Alto Networks 2025-12-19 positive medium medium 186.88 188.45 179.37 187.66 0.8401 -4.0186 0.4174 True False True
17 543 PANW Palo Alto Networks 2025-12-19 positive low short 186.88 188.45 179.37 187.66 0.8401 -4.0186 0.4174 True False True
18 721 NFLX Netflix 2025-12-19 positive medium medium 94.39 94.47 90.99 88.0 0.0848 -3.6021 -6.7698 True False False
19 722 NFLX Netflix 2025-12-19 positive low long 94.39 94.47 90.99 88.0 0.0848 -3.6021 -6.7698 True False False
20 536 NVDA NVIDIA 2025-12-19 positive medium long 180.9802 190.5197 188.8398 186.2199 5.271 4.3428 2.8952 True True True
21 537 ORCL Oracle 2025-12-19 positive medium short 190.7975 196.7807 194.5147 190.4249 3.1359 1.9482 -0.1953 True True False
22 538 ORCL Oracle 2025-12-19 positive medium medium 190.7975 196.7807 194.5147 190.4249 3.1359 1.9482 -0.1953 True True False
23 539 ORCL Oracle 2025-12-19 positive low medium 190.7975 196.7807 194.5147 190.4249 3.1359 1.9482 -0.1953 True True False
24 706 RIVN Rivian 2025-12-18 positive medium short 20.28 20.9 19.41 17.06 3.0572 -4.2899 -15.8777 True False False
25 707 RIVN Rivian 2025-12-18 positive low medium 20.28 20.9 19.41 17.06 3.0572 -4.2899 -15.8777 True False False
26 709 RIVN Rivian 2025-12-18 negative medium medium 20.28 20.9 19.41 17.06 3.0572 -4.2899 -15.8777 False True True
27 533 MU Micron 2025-12-18 positive high short 248.3453 284.5555 315.2876 336.4886 14.5806 26.9553 35.4923 True True True
28 534 MU Micron 2025-12-18 positive medium medium 248.3453 284.5555 315.2876 336.4886 14.5806 26.9553 35.4923 True True True
29 535 MU Micron 2025-12-18 positive high medium 248.3453 284.5555 315.2876 336.4886 14.5806 26.9553 35.4923 True True True
30 528 ORCL Oracle 2025-12-18 negative medium short 178.9304 196.7807 194.5147 189.1892 9.9761 8.7097 5.7334 False False False
31 529 ORCL Oracle 2025-12-18 negative medium medium 178.9304 196.7807 194.5147 189.1892 9.9761 8.7097 5.7334 False False False
32 530 ORCL Oracle 2025-12-18 negative medium medium 178.9304 196.7807 194.5147 189.1892 9.9761 8.7097 5.7334 False False False
33 531 BP BP 2025-12-18 positive medium short 32.8839 33.8316 35.3717 34.7004 2.882 7.5653 5.5239 True True True
34 532 BP BP 2025-12-18 positive medium medium 32.8839 33.8316 35.3717 34.7004 2.882 7.5653 5.5239 True True True
35 450 META Meta 2025-12-16 positive medium short 656.5879 664.3712 665.3803 630.5502 1.1854 1.3391 -3.9656 True True False
36 452 GOOGL Alphabet 2025-12-16 positive high short 306.3543 314.1289 313.6292 335.7337 2.5378 2.3747 9.59 True True True
37 453 GOOGL Alphabet 2025-12-16 positive medium medium 306.3543 314.1289 313.6292 335.7337 2.5378 2.3747 9.59 True True True
38 454 META Meta 2025-12-15 positive medium medium 646.9561 660.9341 658.1265 641.4208 2.1606 1.7266 -0.8556 True True False
39 455 META Meta 2025-12-15 negative medium short 646.9561 660.9341 658.1265 641.4208 2.1606 1.7266 -0.8556 False False True
40 446 RIVN Rivian 2025-12-13 positive medium medium 18.7 22.45 20.9 19.22 20.0535 11.7647 2.7807 True True True
41 447 RIVN Rivian 2025-12-13 positive low long 18.7 22.45 20.9 19.22 20.0535 11.7647 2.7807 True True True
42 445 META Meta 2025-12-11 positive medium medium 651.6202 663.8816 662.7226 645.5073 1.8817 1.7038 -0.9381 True True False
43 749 HSBA.L HSBC 2025-12-09 positive medium short 1067.7206 1111.5092 1174.8925 1217.0814 4.1011 10.0374 13.9888 True True True
44 442 WBD Warner Bros Discovery 2025-12-08 positive high short 27.23 29.71 28.75 28.53 9.1076 5.5821 4.7742 True True True
45 443 WBD Warner Bros Discovery 2025-12-08 positive medium medium 27.23 29.71 28.75 28.53 9.1076 5.5821 4.7742 True True True
46 881 WBD Warner Bros Discovery 2025-12-02 negative medium short 24.53 28.26 28.9 28.94 15.2059 17.8149 17.978 False False False
47 882 WBD Warner Bros Discovery 2025-12-02 negative low short 24.53 28.26 28.9 28.94 15.2059 17.8149 17.978 False False False
48 736 META Meta 2025-11-24 negative medium short 612.0264 639.8 665.6866 660.9341 4.538 8.7676 7.9911 False False False
49 737 META Meta 2025-11-24 negative medium medium 612.0264 639.8 665.6866 660.9341 4.538 8.7676 7.9911 False False False
50 738 META Meta 2025-11-24 positive high short 612.0264 639.8 665.6866 660.9341 4.538 8.7676 7.9911 True True True
51 458 BABA Alibaba 2025-11-24 positive medium short 160.73 164.26 158.13 150.96 2.1962 -1.6176 -6.0785 True False False
52 459 BABA Alibaba 2025-11-24 positive medium short 160.73 164.26 158.13 150.96 2.1962 -1.6176 -6.0785 True False False
53 734 META Meta 2025-11-21 positive medium medium 593.2578 646.8682 672.2956 658.2065 9.0366 13.3227 10.9478 True True True
54 735 META Meta 2025-11-20 positive medium medium 588.1664 646.8682 660.4255 663.8816 9.9805 12.2855 12.8731 True True True
55 1005 NET Cloudflare 2025-11-20 negative medium short 191.39 200.21 204.15 193.83 4.6084 6.667 1.2749 False False False
56 731 NVDA NVIDIA 2025-11-20 positive high short 180.6202 176.9806 183.3701 174.1306 -2.0151 1.5225 -3.593 False True False
57 732 NVDA NVIDIA 2025-11-20 positive medium short 180.6202 176.9806 183.3701 174.1306 -2.0151 1.5225 -3.593 False True False
58 733 NVDA NVIDIA 2025-11-20 positive high short 180.6202 176.9806 183.3701 174.1306 -2.0151 1.5225 -3.593 False True False
59 469 BLK BlackRock 2025-11-19 negative medium short 1004.1746 1029.292 1068.6898 1059.1039 2.5013 6.4247 5.4701 False False False
60 467 META Meta 2025-11-18 positive medium short 596.6921 635.1577 646.0195 656.5879 6.4465 8.2668 10.038 True True True
61 468 META Meta 2025-11-18 positive medium short 596.6921 635.1577 646.0195 656.5879 6.4465 8.2668 10.038 True True True
62 465 9984.T SoftBank 2025-11-18 positive medium medium 4698.4424 3842.1375 3912.0398 4129.2368 -18.2253 -16.7375 -12.1148 False False False
63 466 9984.T SoftBank 2025-11-18 positive low long 4698.4424 3842.1375 3912.0398 4129.2368 -18.2253 -16.7375 -12.1148 False False False
64 461 BIDU Baidu 2025-11-14 negative medium short 116.0 110.95 116.89 125.01 -4.3535 0.7672 7.7672 True False False
65 462 AMAT Applied Materials 2025-11-14 negative medium short 225.2869 223.731 251.9358 258.8871 -0.6906 11.8289 14.9144 True False False
66 463 AMAT Applied Materials 2025-11-14 positive medium long 225.2869 223.731 251.9358 258.8871 -0.6906 11.8289 14.9144 False True True
67 460 BA Boeing 2025-11-13 positive medium short 194.58 179.38 189.0 200.71 -7.8117 -2.8677 3.1504 False False True
68 475 BLK BlackRock 2025-11-11 positive medium medium 1074.5188 1008.5885 1019.1085 1065.379 -6.1358 -5.1568 -0.8506 False False False
69 477 BLK BlackRock 2025-11-11 positive medium long 1074.5188 1008.5885 1019.1085 1065.379 -6.1358 -5.1568 -0.8506 False False False
70 478 UBS UBS 2025-11-11 negative medium medium 37.9997 37.0736 36.6447 40.2516 -2.4371 -3.5659 5.9261 True True False
71 625 002594.SZ BYD 2025-11-08 positive high medium 99.39 98.37 92.7 95.98 -1.0263 -6.7311 -3.4309 False False False
72 626 002594.SZ BYD 2025-11-08 positive medium short 99.39 98.37 92.7 95.98 -1.0263 -6.7311 -3.4309 False False False
73 471 LLY Eli Lilly 2025-11-06 positive medium medium 934.5056 1019.6682 1041.5516 1012.7996 9.1131 11.4548 8.3781 True True True
74 472 LLY Eli Lilly 2025-11-06 positive medium medium 934.5056 1019.6682 1041.5516 1012.7996 9.1131 11.4548 8.3781 True True True
75 474 AIR.PA Airbus 2025-11-06 negative low short 204.8645 206.4355 200.6916 193.4455 0.7668 -2.0369 -5.5739 False True True
76 813 DTE.DE Deutsche Telekom 2025-11-01 positive medium medium 25.813 25.5224 26.3845 26.8881 -1.1257 2.2139 4.1651 False True True
77 815 DTE.DE Deutsche Telekom 2025-11-01 positive low long 25.813 25.5224 26.3845 26.8881 -1.1257 2.2139 4.1651 False True True
78 1152 AMZN Amazon 2025-10-31 positive high short 244.22 244.41 234.69 233.22 0.0778 -3.9022 -4.5041 True False False
79 1153 AMZN Amazon 2025-10-31 positive medium medium 244.22 244.41 234.69 233.22 0.0778 -3.9022 -4.5041 True False False
80 806 META Meta 2025-10-31 negative medium short 647.2675 620.6719 608.4424 646.8682 -4.1089 -5.9983 -0.0617 True True True
81 805 NFLX Netflix 2025-10-30 positive low short 108.9 109.702 115.423 107.58 0.7365 5.9899 -1.2121 True True False
82 808 META Meta 2025-10-30 negative medium short 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 True True True
83 809 META Meta 2025-10-30 positive high long 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 False False False
84 810 META Meta 2025-10-30 positive medium medium 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 False False False
85 800 RIVN Rivian 2025-10-30 negative medium short 12.99 15.22 16.39 16.86 17.1671 26.174 29.7922 False False False
86 801 RIVN Rivian 2025-10-30 negative medium medium 12.99 15.22 16.39 16.86 17.1671 26.174 29.7922 False False False
87 802 META Meta 2025-10-30 negative medium short 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 True True True
88 803 META Meta 2025-10-30 positive high long 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 False False False
89 804 META Meta 2025-10-30 positive medium medium 665.3572 617.9066 608.8717 646.8682 -7.1316 -8.4895 -2.7788 False False False
90 818 RIVN Rivian 2025-10-24 positive medium medium 12.98 13.57 15.23 14.86 4.5455 17.3344 14.4838 True True True
91 819 RIVN Rivian 2025-10-24 positive medium long 12.98 13.57 15.23 14.86 4.5455 17.3344 14.4838 True True True
92 820 RIVN Rivian 2025-10-24 negative low short 12.98 13.57 15.23 14.86 4.5455 17.3344 14.4838 False False False
93 816 META Meta 2025-10-23 positive medium short 732.7745 665.3572 617.9066 588.1664 -9.2003 -15.6758 -19.7343 False False False
94 817 META Meta 2025-10-23 positive low short 732.7745 665.3572 617.9066 588.1664 -9.2003 -15.6758 -19.7343 False False False
95 826 CRM Salesforce 2025-10-19 positive medium medium 253.2369 253.7846 259.3417 242.6604 0.2163 2.4107 -4.1765 True True False
96 828 CRM Salesforce 2025-10-19 positive medium medium 253.2369 253.7846 259.3417 242.6604 0.2163 2.4107 -4.1765 True True False
97 823 TSM TSMC 2025-10-16 positive high short 298.1925 289.1325 301.5539 280.6494 -3.0383 1.1273 -5.8831 False True False
98 824 TSM TSMC 2025-10-16 positive high short 298.1925 289.1325 301.5539 280.6494 -3.0383 1.1273 -5.8831 False True False
99 825 TSM TSMC 2025-10-16 positive medium medium 298.1925 289.1325 301.5539 280.6494 -3.0383 1.1273 -5.8831 False True False
100 1304 META Meta 2025-10-02 positive medium medium 725.8361 732.2853 710.8811 665.3572 0.8885 -2.0604 -8.3323 True False False
101 1305 META Meta 2025-10-02 positive medium medium 725.8361 732.2853 710.8811 665.3572 0.8885 -2.0604 -8.3323 True False False
102 935 META Meta 2025-10-01 positive medium short 716.1423 716.6415 716.3519 750.415 0.0697 0.0293 4.7857 True True True
103 937 META Meta 2025-10-01 positive medium medium 716.1423 716.6415 716.3519 750.415 0.0697 0.0293 4.7857 True True True
104 1302 SPOT Spotify 2025-09-27 positive medium medium 728.47 680.5 685.29 645.78 -6.585 -5.9275 -11.3512 False False False
105 1220 HSBA.L HSBC 2025-09-25 positive medium medium 1024.8608 1043.2548 1008.2664 992.4716 1.7948 -1.6192 -3.1604 True False False
106 926 META Meta 2025-09-18 positive medium medium 778.4218 747.6595 725.8361 710.8811 -3.9519 -6.7554 -8.6766 False False False
107 927 META Meta 2025-09-18 positive medium short 778.4218 747.6595 725.8361 710.8811 -3.9519 -6.7554 -8.6766 False False False
108 929 AMZN Amazon 2025-09-18 positive medium medium 231.23 218.15 222.41 214.47 -5.6567 -3.8144 -7.2482 False False False
109 930 AMZN Amazon 2025-09-18 positive low short 231.23 218.15 222.41 214.47 -5.6567 -3.8144 -7.2482 False False False
110 931 AMZN Amazon 2025-09-18 positive medium medium 231.23 218.15 222.41 214.47 -5.6567 -3.8144 -7.2482 False False False
111 1077 PLTR Palantir 2025-09-18 positive medium short 176.97 179.12 187.05 178.12 1.2149 5.6959 0.6498 True True True
112 1078 PLTR Palantir 2025-09-18 positive medium medium 176.97 179.12 187.05 178.12 1.2149 5.6959 0.6498 True True True
113 1079 PLTR Palantir 2025-09-18 positive high short 176.97 179.12 187.05 178.12 1.2149 5.6959 0.6498 True True True
114 644 TSM TSMC 2025-09-15 positive medium short 259.1263 271.132 271.7287 301.2257 4.6331 4.8634 16.2467 True True True
115 645 TSM TSMC 2025-09-15 positive low medium 259.1263 271.132 271.7287 301.2257 4.6331 4.8634 16.2467 True True True
116 642 ORCL Oracle 2025-09-13 positive high short 299.7744 306.2434 281.2406 291.1707 2.1579 -6.1826 -2.8701 True False False
117 643 ORCL Oracle 2025-09-13 positive medium medium 299.7744 306.2434 281.2406 291.1707 2.1579 -6.1826 -2.8701 True False False
118 637 AZN AstraZeneca 2025-09-13 negative medium short 154.4894 150.9859 145.9979 167.3157 -2.2678 -5.4965 8.3024 True True False
119 638 AZN AstraZeneca 2025-09-13 negative medium medium 154.4894 150.9859 145.9979 167.3157 -2.2678 -5.4965 8.3024 True True False
120 628 ORCL Oracle 2025-09-12 positive medium short 289.8924 306.2434 281.2406 291.1707 5.6404 -2.9845 0.441 True False True
121 632 000660.KS SK Hynix 2025-09-12 positive high short 327660.3125 350102.75 335639.8438 426905.9375 6.8493 2.4353 30.2892 True True True
122 633 000660.KS SK Hynix 2025-09-12 positive medium short 327660.3125 350102.75 335639.8438 426905.9375 6.8493 2.4353 30.2892 True True True
123 634 000660.KS SK Hynix 2025-09-12 positive high medium 327660.3125 350102.75 335639.8438 426905.9375 6.8493 2.4353 30.2892 True True True
124 988 AAPL Apple 2025-09-12 positive medium short 233.6247 245.033 254.974 244.8034 4.8831 9.1383 4.7849 True True True
125 629 000660.KS SK Hynix 2025-09-12 positive high short 327660.3125 350102.75 335639.8438 426905.9375 6.8493 2.4353 30.2892 True True True
126 630 000660.KS SK Hynix 2025-09-12 positive medium medium 327660.3125 350102.75 335639.8438 426905.9375 6.8493 2.4353 30.2892 True True True
127 627 ORCL Oracle 2025-09-11 negative medium short 305.4496 294.2976 289.049 295.1463 -3.651 -5.3693 -3.3732 True True True
128 1409 ORCL Oracle 2025-09-11 positive high short 305.4496 294.2976 289.049 295.1463 -3.651 -5.3693 -3.3732 False False False
129 1410 ORCL Oracle 2025-09-11 positive medium medium 305.4496 294.2976 289.049 295.1463 -3.651 -5.3693 -3.3732 False False False
130 1411 ORCL Oracle 2025-09-11 positive high medium 305.4496 294.2976 289.049 295.1463 -3.651 -5.3693 -3.3732 False False False
131 611 INTC Intel 2025-08-28 positive medium short 24.93 24.61 24.61 33.99 -1.2836 -1.2836 36.3418 False False True
132 612 INTC Intel 2025-08-28 positive medium medium 24.93 24.61 24.61 33.99 -1.2836 -1.2836 36.3418 False False True
133 608 NVDA NVIDIA 2025-08-28 positive high short 180.1401 171.6315 177.1506 177.6705 -4.7233 -1.6595 -1.3709 False False False
134 610 NVDA NVIDIA 2025-08-28 positive high short 180.1401 171.6315 177.1506 177.6705 -4.7233 -1.6595 -1.3709 False False False
135 1296 CRWD CrowdStrike 2025-08-28 negative medium short 442.0 412.46 433.38 473.09 -6.6833 -1.9502 7.0339 True True False
136 1297 CRWD CrowdStrike 2025-08-28 negative medium medium 442.0 412.46 433.38 473.09 -6.6833 -1.9502 7.0339 True True False
137 1412 NVDA NVIDIA 2025-08-28 positive medium short 180.1401 171.6315 177.1506 177.6705 -4.7233 -1.6595 -1.3709 False False False
138 1413 NVDA NVIDIA 2025-08-28 positive high medium 180.1401 171.6315 177.1506 177.6705 -4.7233 -1.6595 -1.3709 False False False
139 1414 NVDA NVIDIA 2025-08-28 positive high medium 180.1401 171.6315 177.1506 177.6705 -4.7233 -1.6595 -1.3709 False False False
140 1074 RHM.DE Rheinmetall 2025-08-27 positive medium medium 1635.5 1754.0 1779.0 1978.5 7.2455 8.7741 20.9722 True True True
141 1075 RHM.DE Rheinmetall 2025-08-27 positive high medium 1635.5 1754.0 1779.0 1978.5 7.2455 8.7741 20.9722 True True True
142 1076 RHM.DE Rheinmetall 2025-08-27 positive medium short 1635.5 1754.0 1779.0 1978.5 7.2455 8.7741 20.9722 True True True
143 1284 NVDA NVIDIA 2025-08-22 negative medium short 177.9604 174.151 166.9923 176.6506 -2.1406 -6.1633 -0.736 True True True
144 1285 NVDA NVIDIA 2025-08-22 negative low short 177.9604 174.151 166.9923 176.6506 -2.1406 -6.1633 -0.736 True True True
145 1286 NVDA NVIDIA 2025-08-22 negative medium short 177.9604 174.151 166.9923 176.6506 -2.1406 -6.1633 -0.736 True True True
146 1149 005930.KS Samsung 2025-08-22 positive medium short 70738.9844 69054.7188 68856.5781 82726.9609 -2.381 -2.6611 16.9468 False False True
147 1150 005930.KS Samsung 2025-08-21 positive medium short 69946.3906 68955.6484 69451.0234 79556.5859 -1.4164 -0.7082 13.7394 False False True
148 1151 000660.KS SK Hynix 2025-08-21 negative low short 244021.2812 267813.6562 264821.3438 354591.2812 9.7501 8.5239 45.3116 False False False
149 844 AMZN Amazon 2025-08-14 positive medium medium 230.98 221.95 231.6 229.95 -3.9094 0.2684 -0.4459 False True False
150 845 AMZN Amazon 2025-08-14 positive medium short 230.98 221.95 231.6 229.95 -3.9094 0.2684 -0.4459 False True False
151 846 AMZN Amazon 2025-08-14 positive low short 230.98 221.95 231.6 229.95 -3.9094 0.2684 -0.4459 False True False
152 855 PLTR Palantir 2025-08-10 positive medium short 182.68 177.17 158.74 153.11 -3.0162 -13.1049 -16.1868 False False False
153 856 PLTR Palantir 2025-08-10 negative high long 182.68 177.17 158.74 153.11 -3.0162 -13.1049 -16.1868 True True True
154 857 PLTR Palantir 2025-08-10 positive medium medium 182.68 177.17 158.74 153.11 -3.0162 -13.1049 -16.1868 False False False
155 919 688981.SS SMIC 2025-08-08 positive medium short 86.66 91.84 103.97 114.76 5.9774 19.9746 32.4256 True True True
156 920 688981.SS SMIC 2025-08-08 positive medium short 86.66 91.84 103.97 114.76 5.9774 19.9746 32.4256 True True True
157 1208 INTC Intel 2025-08-08 negative medium short 19.95 24.56 24.8 24.49 23.1078 24.3108 22.7569 False False False
158 1209 INTC Intel 2025-08-08 negative low short 19.95 24.56 24.8 24.49 23.1078 24.3108 22.7569 False False False
159 1210 META Meta 2025-08-08 positive high medium 767.4975 783.3901 753.0215 750.6871 2.0707 -1.8861 -2.1903 True False False
160 1289 TSM TSMC 2025-08-08 negative medium short 239.7449 236.8203 230.9811 241.3113 -1.2199 -3.6555 0.6534 True True False
161 1290 TSM TSMC 2025-08-08 negative low short 239.7449 236.8203 230.9811 241.3113 -1.2199 -3.6555 0.6534 True True False
162 1218 META Meta 2025-08-08 positive high long 767.4975 783.3901 753.0215 750.6871 2.0707 -1.8861 -2.1903 True False False
163 1511 SPOT Spotify 2025-08-07 positive medium short 686.74 698.5 689.47 703.85 1.7124 0.3975 2.4915 True True True
164 1513 SPOT Spotify 2025-08-07 positive medium medium 686.74 698.5 689.47 703.85 1.7124 0.3975 2.4915 True True True
165 851 PLTR Palantir 2025-08-07 negative medium medium 182.2 181.02 156.18 156.14 -0.6476 -14.281 -14.303 True True True
166 852 PLTR Palantir 2025-08-07 positive medium long 182.2 181.02 156.18 156.14 -0.6476 -14.281 -14.303 False False False
167 1288 TSM TSMC 2025-08-07 negative medium short 240.5281 238.922 225.3699 233.182 -0.6677 -6.302 -3.0542 True True True
168 1212 005930.KS Samsung 2025-08-07 positive medium short 69847.3125 70937.1328 69946.3906 69451.0234 1.5603 0.1418 -0.5674 True True False
169 1213 005930.KS Samsung 2025-08-07 positive medium medium 69847.3125 70937.1328 69946.3906 69451.0234 1.5603 0.1418 -0.5674 True True False
170 1214 000660.KS SK Hynix 2025-08-07 positive medium short 260953.3594 275395.4375 244021.2812 264821.3438 5.5344 -6.4885 1.4823 True False True
171 1509 TSM TSMC 2025-08-07 positive medium short 240.5281 238.922 225.3699 233.182 -0.6677 -6.302 -3.0542 False False False
172 1510 TSM TSMC 2025-08-07 positive low short 240.5281 238.922 225.3699 233.182 -0.6677 -6.302 -3.0542 False False False
173 1216 000660.KS SK Hynix 2025-08-07 positive medium short 260953.3594 275395.4375 244021.2812 264821.3438 5.5344 -6.4885 1.4823 True False True
174 873 PLTR Palantir 2025-08-05 positive high short 173.27 186.97 157.75 157.09 7.9067 -8.9571 -9.338 True False False
175 874 PLTR Palantir 2025-08-05 positive medium medium 173.27 186.97 157.75 157.09 7.9067 -8.9571 -9.338 True False False
176 875 PLTR Palantir 2025-08-05 positive medium short 173.27 186.97 157.75 157.09 7.9067 -8.9571 -9.338 True False False
177 1463 META Meta 2025-08-01 positive high short 748.2527 767.4975 783.3901 736.9692 2.572 4.6959 -1.508 True True False
178 1307 MSFT Microsoft 2025-08-01 positive high short 521.0829 519.025 517.1657 504.5917 -0.3949 -0.7517 -3.1648 False False False
179 1308 MSFT Microsoft 2025-08-01 positive medium medium 521.0829 519.025 517.1657 504.5917 -0.3949 -0.7517 -3.1648 False False False
180 1309 MSFT Microsoft 2025-08-01 positive high long 521.0829 519.025 517.1657 504.5917 -0.3949 -0.7517 -3.1648 False False False
181 1400 ARM Arm Holdings 2025-07-31 negative high short 141.375 135.57 140.55 142.55 -4.1061 -0.5836 0.8311 True True False
182 1401 ARM Arm Holdings 2025-07-31 negative medium medium 141.375 135.57 140.55 142.55 -4.1061 -0.5836 0.8311 True True False
183 1402 ARM Arm Holdings 2025-07-31 negative low long 141.375 135.57 140.55 142.55 -4.1061 -0.5836 0.8311 True True False
184 1380 005930.KS Samsung 2025-07-31 negative low short 70738.9844 69847.3125 70937.1328 68955.6484 -1.2605 0.2801 -2.521 True False True
185 1382 000660.KS SK Hynix 2025-07-31 positive medium short 272407.4062 260953.3594 275395.4375 267813.6562 -4.2047 1.0969 -1.6864 False True False
186 870 META Meta 2025-07-31 positive high short 771.6278 760.045 780.2974 749.3501 -1.5011 1.1235 -2.8871 False True False
187 871 META Meta 2025-07-31 positive medium medium 771.6278 760.045 780.2974 749.3501 -1.5011 1.1235 -2.8871 False True False
188 872 META Meta 2025-07-31 positive medium medium 771.6278 760.045 780.2974 749.3501 -1.5011 1.1235 -2.8871 False True False
189 1221 META Meta 2025-07-31 positive high short 771.6278 760.045 780.2974 749.3501 -1.5011 1.1235 -2.8871 False True False
190 1222 META Meta 2025-07-31 positive medium medium 771.6278 760.045 780.2974 749.3501 -1.5011 1.1235 -2.8871 False True False
191 1223 META Meta 2025-07-31 positive medium medium 771.6278 760.045 780.2974 749.3501 -1.5011 1.1235 -2.8871 False True False
192 1279 UBS UBS 2025-07-30 negative medium medium 36.9761 37.0834 38.6529 39.15 0.29 4.5347 5.8793 False False False
193 1390 005930.KS Samsung 2025-07-28 positive medium short 69748.2422 69054.7188 70342.6875 70838.0625 -0.9943 0.8523 1.5625 False True True
194 1391 005930.KS Samsung 2025-07-28 positive medium short 69748.2422 69054.7188 70342.6875 70838.0625 -0.9943 0.8523 1.5625 False True True
195 960 005930.KS Samsung 2025-07-27 positive medium short 69748.2422 68262.125 71135.2812 70738.9844 -2.1307 1.9886 1.4205 False True True
196 961 005930.KS Samsung 2025-07-27 positive low medium 69748.2422 68262.125 71135.2812 70738.9844 -2.1307 1.9886 1.4205 False True True
197 962 000660.KS SK Hynix 2025-07-27 negative medium short 260953.3594 256969.3438 255475.3438 249997.2969 -1.5267 -2.0992 -4.1985 True True True
198 893 META Meta 2025-07-26 positive high medium 715.9486 748.2527 767.4975 753.0215 4.5121 7.2001 5.1781 True True True
199 894 META Meta 2025-07-26 positive medium long 715.9486 748.2527 767.4975 753.0215 4.5121 7.2001 5.1781 True True True
200 1387 000660.KS SK Hynix 2025-07-24 positive high short 268423.375 272407.4062 260953.3594 244021.2812 1.4842 -2.7829 -9.0909 True False False
201 1388 000660.KS SK Hynix 2025-07-24 positive medium medium 268423.375 272407.4062 260953.3594 244021.2812 1.4842 -2.7829 -9.0909 True False False
202 1389 000660.KS SK Hynix 2025-07-24 positive high medium 268423.375 272407.4062 260953.3594 244021.2812 1.4842 -2.7829 -9.0909 True False False
203 1558 VZ Verizon 2025-07-24 negative low short 41.0128 40.7082 40.8891 42.8693 -0.7428 -0.3018 4.5265 True True False
204 1559 VZ Verizon 2025-07-24 negative medium short 41.0128 40.7082 40.8891 42.8693 -0.7428 -0.3018 4.5265 True True False
205 1403 000660.KS SK Hynix 2025-07-24 positive medium short 268423.375 272407.4062 260953.3594 244021.2812 1.4842 -2.7829 -9.0909 True False False
206 1404 000660.KS SK Hynix 2025-07-24 positive medium medium 268423.375 272407.4062 260953.3594 244021.2812 1.4842 -2.7829 -9.0909 True False False
207 1405 000660.KS SK Hynix 2025-07-24 positive medium medium 268423.375 272407.4062 260953.3594 244021.2812 1.4842 -2.7829 -9.0909 True False False
208 1384 000660.KS SK Hynix 2025-07-24 positive high short 268423.375 272407.4062 260953.3594 244021.2812 1.4842 -2.7829 -9.0909 True False False
209 1385 000660.KS SK Hynix 2025-07-24 positive medium medium 268423.375 272407.4062 260953.3594 244021.2812 1.4842 -2.7829 -9.0909 True False False
210 1386 000660.KS SK Hynix 2025-07-24 positive medium medium 268423.375 272407.4062 260953.3594 244021.2812 1.4842 -2.7829 -9.0909 True False False
211 799 META Meta 2025-07-17 negative medium short 699.7665 713.1252 771.6278 780.2974 1.909 10.2693 11.5083 False False False
212 1109 NVDA NVIDIA 2025-07-10 positive high short 164.0727 172.9713 173.7111 180.74 5.4235 5.8745 10.1584 True True True
213 1110 NVDA NVIDIA 2025-07-10 positive medium medium 164.0727 172.9713 173.7111 180.74 5.4235 5.8745 10.1584 True True True
214 1111 NVDA NVIDIA 2025-07-10 positive high long 164.0727 172.9713 173.7111 180.74 5.4235 5.8745 10.1584 True True True
215 998 NVDA NVIDIA 2025-07-03 positive high short 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
216 999 NVDA NVIDIA 2025-07-03 positive high short 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
217 1000 NVDA NVIDIA 2025-07-03 positive high short 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
218 1406 NVDA NVIDIA 2025-07-03 positive high medium 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
219 1407 NVDA NVIDIA 2025-07-03 positive high short 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
220 1408 NVDA NVIDIA 2025-07-03 positive high medium 159.3135 164.0727 172.9713 177.8404 2.9873 8.5729 11.6292 True True True
221 1082 MU Micron 2025-07-03 positive medium medium 121.998 122.9316 113.0959 108.9819 0.7653 -7.2969 -10.6691 True False False
222 1083 MU Micron 2025-07-03 positive medium medium 121.998 122.9316 113.0959 108.9819 0.7653 -7.2969 -10.6691 True False False
223 1084 MU Micron 2025-07-03 positive low long 121.998 122.9316 113.0959 108.9819 0.7653 -7.2969 -10.6691 True False False
224 1506 BP BP 2025-07-02 positive medium short 30.038 30.0093 30.633 30.9497 -0.0958 1.9808 3.0351 False True True
225 1507 BP BP 2025-07-02 negative medium medium 30.038 30.0093 30.633 30.9497 -0.0958 1.9808 3.0351 True False False
226 902 META Meta 2025-06-13 positive high medium 680.7462 680.7512 731.9111 715.8289 0.0007 7.516 5.1536 True True True
227 903 META Meta 2025-06-13 positive medium short 680.7462 680.7512 731.9111 715.8289 0.0007 7.516 5.1536 True True True
228 1476 NVS Novartis 2025-06-13 positive medium short 115.9217 112.3504 116.4652 117.4453 -3.0808 0.4688 1.3144 False True True
229 1477 NVS Novartis 2025-06-13 positive low short 115.9217 112.3504 116.4652 117.4453 -3.0808 0.4688 1.3144 False True True
230 1085 AMD AMD 2025-06-13 positive high medium 116.16 128.24 143.81 146.42 10.3995 23.8034 26.0503 True True True
231 1086 AMD AMD 2025-06-13 positive medium long 116.16 128.24 143.81 146.42 10.3995 23.8034 26.0503 True True True
232 906 WBD Warner Bros Discovery 2025-06-10 positive medium long 10.01 10.58 10.9 11.41 5.6943 8.8911 13.986 True True True
233 907 WBD Warner Bros Discovery 2025-06-10 positive medium medium 10.01 10.58 10.9 11.41 5.6943 8.8911 13.986 True True True
234 1395 UBS UBS 2025-06-08 positive medium short 32.1019 31.1758 29.655 33.3107 -2.8849 -7.6222 3.7656 False False True
235 1396 UBS UBS 2025-06-08 negative medium long 32.1019 31.1758 29.655 33.3107 -2.8849 -7.6222 3.7656 True True False
236 1397 UBS UBS 2025-06-08 positive high medium 32.1019 31.1758 29.655 33.3107 -2.8849 -7.6222 3.7656 False False True
237 1556 UBS UBS 2025-06-06 negative medium short 32.7745 31.1758 29.655 33.3107 -4.878 -9.5181 1.6359 True True False
238 1557 UBS UBS 2025-06-06 negative low short 32.7745 31.1758 29.655 33.3107 -4.878 -9.5181 1.6359 True True False
239 1393 AVGO Broadcom 2025-06-06 negative medium short 244.9453 246.7011 248.5644 272.6164 0.7168 1.4775 11.2969 False False False
240 913 META Meta 2025-06-04 positive medium long 685.8104 691.9812 694.1398 711.8981 0.8998 1.2145 3.8039 True True True
241 914 META Meta 2025-06-04 positive high long 685.8104 691.9812 694.1398 711.8981 0.8998 1.2145 3.8039 True True True
242 1106 AVGO Broadcom 2025-06-02 negative medium short 246.711 242.3166 250.0738 274.078 -1.7812 1.363 11.0927 True False False
243 1107 AVGO Broadcom 2025-06-02 negative medium medium 246.711 242.3166 250.0738 274.078 -1.7812 1.363 11.0927 True False False
244 1196 NVDA NVIDIA 2025-05-29 positive high short 139.1572 139.957 144.9759 154.9942 0.5747 4.1814 11.3807 True True True
245 1197 NVDA NVIDIA 2025-05-29 positive medium medium 139.1572 139.957 144.9759 154.9942 0.5747 4.1814 11.3807 True True True
246 1198 NVDA NVIDIA 2025-05-29 positive medium short 139.1572 139.957 144.9759 154.9942 0.5747 4.1814 11.3807 True True True
247 1203 LHX L3Harris Technologies 2025-05-29 positive medium short 239.3204 239.1635 247.3939 243.8468 -0.0655 3.3735 1.8914 False True True
248 1503 META Meta 2025-05-29 positive medium medium 643.0439 682.4907 691.2036 724.3889 6.1344 7.4893 12.65 True True True
249 1504 META Meta 2025-05-29 positive low short 643.0439 682.4907 691.2036 724.3889 6.1344 7.4893 12.65 True True True
250 1271 NVS Novartis 2025-05-29 positive medium short 109.2546 114.3108 117.2027 116.766 4.6278 7.2748 6.8751 True True True
251 1272 NVS Novartis 2025-05-29 positive low short 109.2546 114.3108 117.2027 116.766 4.6278 7.2748 6.8751 True True True
252 1273 META Meta 2025-05-29 positive medium medium 643.0439 682.4907 691.2036 724.3889 6.1344 7.4893 12.65 True True True
253 1274 META Meta 2025-05-29 positive high medium 643.0439 682.4907 691.2036 724.3889 6.1344 7.4893 12.65 True True True
254 1199 META Meta 2025-05-25 positive medium medium 640.3224 645.4763 695.5401 680.7512 0.8049 8.6234 6.3138 True True True
255 1200 META Meta 2025-05-25 negative high short 640.3224 645.4763 695.5401 680.7512 0.8049 8.6234 6.3138 False False False
256 1201 META Meta 2025-05-25 negative medium short 640.3224 645.4763 695.5401 680.7512 0.8049 8.6234 6.3138 False False False
257 1202 META Meta 2025-05-25 negative low short 640.3224 645.4763 695.5401 680.7512 0.8049 8.6234 6.3138 False False False
258 1259 TSLA Tesla 2025-05-23 negative medium short 339.34 346.46 295.14 322.16 2.0982 -13.0253 -5.0628 False True True
259 1260 TSLA Tesla 2025-05-23 negative medium short 339.34 346.46 295.14 322.16 2.0982 -13.0253 -5.0628 False True True
260 1261 TSLA Tesla 2025-05-23 negative low short 339.34 346.46 295.14 322.16 2.0982 -13.0253 -5.0628 False True True
261 1464 SHOP Shopify 2025-05-23 positive medium short 101.51 107.22 111.41 106.4 5.6251 9.7527 4.8173 True True True
262 1276 002594.SZ BYD 2025-05-22 positive high short 131.3658 118.9572 118.832 112.1616 -9.4458 -9.5411 -14.6189 False False False
263 1277 002594.SZ BYD 2025-05-22 positive high medium 131.3658 118.9572 118.832 112.1616 -9.4458 -9.5411 -14.6189 False False False
264 1262 HSBA.L HSBC 2025-05-21 negative medium short 884.2393 865.0471 872.2441 874.3433 -2.1705 -1.3565 -1.1191 True True True
265 1189 WBD Warner Bros Discovery 2025-05-14 positive medium medium 9.21 8.95 10.02 10.51 -2.823 8.7948 14.1151 False True True
266 1282 META Meta 2025-05-08 negative medium short 596.1502 641.8775 634.5902 682.4907 7.6704 6.448 14.483 False False False
267 1283 META Meta 2025-05-08 negative low short 596.1502 641.8775 634.5902 682.4907 7.6704 6.448 14.483 False False False
268 1473 V Visa 2025-05-08 positive high long 348.6606 360.2059 355.9009 364.6501 3.3113 2.0766 4.586 True True True
269 1474 V Visa 2025-05-08 positive medium medium 348.6606 360.2059 355.9009 364.6501 3.3113 2.0766 4.586 True True True
270 1475 V Visa 2025-05-08 positive low short 348.6606 360.2059 355.9009 364.6501 3.3113 2.0766 4.586 True True True
271 1263 SHEL Shell 2025-05-06 positive medium short 62.5873 65.0004 64.7364 65.9122 3.8556 3.4338 5.3125 True True True
272 1265 BP BP 2025-05-06 positive high short 26.8205 28.8603 28.0227 28.3682 7.6056 4.4825 5.7707 True True True
273 1029 RIVN Rivian 2025-05-06 negative medium short 13.5 14.87 16.92 14.37 10.1481 25.3333 6.4444 False False False
274 1030 RIVN Rivian 2025-05-06 negative medium short 13.5 14.87 16.92 14.37 10.1481 25.3333 6.4444 False False False
275 1031 RIVN Rivian 2025-05-06 negative medium short 13.5 14.87 16.92 14.37 10.1481 25.3333 6.4444 False False False
276 1021 SPOT Spotify 2025-05-04 positive medium medium 637.65 648.25 656.3 665.14 1.6624 2.9248 4.3111 True True True
277 1022 SPOT Spotify 2025-05-04 positive low long 637.65 648.25 656.3 665.14 1.6624 2.9248 4.3111 True True True
278 1067 AMZN Amazon 2025-05-02 positive medium short 189.98 193.06 205.59 205.01 1.6212 8.2167 7.9114 True True True
279 1068 AMZN Amazon 2025-05-02 positive medium short 189.98 193.06 205.59 205.01 1.6212 8.2167 7.9114 True True True
280 1375 META Meta 2025-05-02 positive medium medium 595.1633 590.6473 638.3486 645.4763 -0.7588 7.256 8.4536 False True True
281 1376 META Meta 2025-05-02 positive medium medium 595.1633 590.6473 638.3486 645.4763 -0.7588 7.256 8.4536 False True True
282 1204 AIR.PA Airbus 2025-05-02 positive medium short 152.1486 155.5655 157.3328 159.1395 2.2457 3.4073 4.5947 True True True
283 1037 META Meta 2025-04-29 positive medium short 552.7157 585.4834 653.9897 640.3223 5.9285 18.323 15.8502 True True True
284 1038 META Meta 2025-04-29 positive low medium 552.7157 585.4834 653.9897 640.3223 5.9285 18.323 15.8502 True True True
285 1039 PL Planet Labs 2025-04-29 negative medium medium 3.43 3.5 3.78 3.97 2.0408 10.2041 15.7434 False False False
286 1291 META Meta 2025-04-26 negative medium short 548.0302 595.1633 590.6473 625.1097 8.6004 7.7764 14.0648 False False False
287 1292 META Meta 2025-04-26 negative medium medium 548.0302 595.1633 590.6473 625.1097 8.6004 7.7764 14.0648 False False False
288 1293 META Meta 2025-04-26 positive high short 548.0302 595.1633 590.6473 625.1097 8.6004 7.7764 14.0648 True True True
289 1362 GOOGL Alphabet 2025-04-24 positive medium short 158.7296 160.7426 153.7469 170.2796 1.2682 -3.1391 7.2765 True False True
290 1047 NFLX Netflix 2025-04-23 positive medium long 104.959 113.172 115.541 119.463 7.825 10.082 13.8187 True True True
291 1048 NFLX Netflix 2025-04-23 positive medium long 104.959 113.172 115.541 119.463 7.825 10.082 13.8187 True True True
292 1052 META Meta 2025-04-23 positive medium medium 518.652 547.2926 594.9539 633.5236 5.5221 14.7116 22.1481 True True True
293 1053 META Meta 2025-04-23 positive high short 518.652 547.2926 594.9539 633.5236 5.5221 14.7116 22.1481 True True True
294 1054 META Meta 2025-04-23 positive medium medium 518.652 547.2926 594.9539 633.5236 5.5221 14.7116 22.1481 True True True
295 1045 META Meta 2025-04-20 negative medium long 483.1527 545.568 595.1633 638.3486 12.9183 23.1833 32.1215 False False False
296 1046 META Meta 2025-04-20 negative medium long 483.1527 545.568 595.1633 638.3486 12.9183 23.1833 32.1215 False False False
297 1040 META Meta 2025-04-17 negative medium short 499.9204 531.4919 570.4304 641.8775 6.3153 14.1043 28.3959 False False False
298 1041 META Meta 2025-04-17 negative medium short 499.9204 531.4919 570.4304 641.8775 6.3153 14.1043 28.3959 False False False
299 1058 RIVN Rivian 2025-04-16 positive medium medium 11.49 11.8 13.66 14.82 2.698 18.886 28.9817 True True True
300 1059 RIVN Rivian 2025-04-16 positive medium medium 11.49 11.8 13.66 14.82 2.698 18.886 28.9817 True True True
301 1460 NFLX Netflix 2025-04-15 positive high long 97.628 104.034 112.564 113.844 6.5616 15.2989 16.61 True True True
302 1461 NFLX Netflix 2025-04-15 positive high long 97.628 104.034 112.564 113.844 6.5616 15.2989 16.61 True True True
303 1462 NFLX Netflix 2025-04-15 positive medium long 97.628 104.034 112.564 113.844 6.5616 15.2989 16.61 True True True
304 1207 NVS Novartis 2025-04-11 positive medium short 104.3441 107.2749 108.8276 105.4892 2.8088 4.2969 1.0975 True True True
305 1108 SHOP Shopify 2025-04-10 negative medium short 84.63 83.65 95.12 94.0 -1.158 12.3951 11.0717 True False False
306 1478 META Meta 2025-04-10 negative medium short 544.591 499.9204 531.4919 596.1502 -8.2026 -2.4053 9.4675 True True False
307 1479 META Meta 2025-04-10 negative medium medium 544.591 499.9204 531.4919 596.1502 -8.2026 -2.4053 9.4675 True True False
308 1480 META Meta 2025-04-10 positive high short 544.591 499.9204 531.4919 596.1502 -8.2026 -2.4053 9.4675 False False True
309 1373 META Meta 2025-04-10 negative medium short 544.591 499.9204 531.4919 596.1502 -8.2026 -2.4053 9.4675 True True False
310 1374 META Meta 2025-04-10 negative medium medium 544.591 499.9204 531.4919 596.1502 -8.2026 -2.4053 9.4675 True True False
311 1175 ORCL Oracle 2025-03-31 negative medium short 137.9258 125.4463 133.3026 138.748 -9.048 -3.3519 0.5961 True True False
312 1176 ORCL Oracle 2025-03-31 negative medium medium 137.9258 125.4463 133.3026 138.748 -9.048 -3.3519 0.5961 True True False
313 1490 1810.HK Xiaomi 2025-03-28 positive high short 51.05 36.45 44.25 47.7 -28.5994 -13.3203 -6.5622 False False False
314 1491 1810.HK Xiaomi 2025-03-28 positive high medium 51.05 36.45 44.25 47.7 -28.5994 -13.3203 -6.5622 False False False
315 1492 1810.HK Xiaomi 2025-03-28 positive medium short 51.05 36.45 44.25 47.7 -28.5994 -13.3203 -6.5622 False False False
316 1481 TSLA Tesla 2025-03-27 positive medium short 273.13 267.28 252.4 259.51 -2.1418 -7.5898 -4.9866 False False False
317 1482 TSLA Tesla 2025-03-27 positive low medium 273.13 267.28 252.4 259.51 -2.1418 -7.5898 -4.9866 False False False
318 1554 RIVN Rivian 2025-03-26 positive medium medium 12.1 12.49 11.77 11.8 3.2231 -2.7273 -2.4793 True False False
319 1494 TSM TSMC 2025-03-25 negative medium medium 178.6869 166.5769 139.6405 149.5478 -6.7772 -21.8519 -16.3073 True True True
320 1181 META Meta 2025-03-24 negative medium short 616.9253 574.5675 514.6444 483.1527 -6.866 -16.5791 -21.6838 True True True
321 1182 META Meta 2025-03-24 negative low medium 616.9253 574.5675 514.6444 483.1527 -6.866 -16.5791 -21.6838 True True True
322 1183 FTNT Fortinet 2025-03-17 negative medium short 96.67 99.79 96.26 96.85 3.2275 -0.4241 0.1862 False True False
323 1184 FTNT Fortinet 2025-03-17 negative medium medium 96.67 99.79 96.26 96.85 3.2275 -0.4241 0.1862 False True False
324 1140 VOW.DE Volkswagen 2025-03-14 negative low short 103.0161 97.3817 93.2029 82.3096 -5.4695 -9.526 -20.1003 True True True
325 1138 VOW.DE Volkswagen 2025-03-13 negative low short 103.204 98.8842 95.7853 82.7792 -4.1856 -7.1884 -19.7907 True True True
326 1141 VOW.DE Volkswagen 2025-03-06 positive medium short 105.2699 103.204 98.8842 86.6763 -1.9625 -6.066 -17.6628 False False False
327 1359 RIVN Rivian 2025-03-05 positive high long 11.42 11.06 11.36 12.49 -3.1524 -0.5254 9.3695 False False True
328 1360 RIVN Rivian 2025-03-05 positive medium short 11.42 11.06 11.36 12.49 -3.1524 -0.5254 9.3695 False False True
329 1354 META Meta 2025-03-05 positive medium medium 653.8466 617.0841 582.2436 582.1139 -5.6225 -10.951 -10.9709 False False False
330 1355 META Meta 2025-03-05 positive low medium 653.8466 617.0841 582.2436 582.1139 -5.6225 -10.951 -10.9709 False False False
331 1560 BLK BlackRock 2025-03-02 positive medium short 941.8131 927.7991 909.9471 927.5837 -1.488 -3.3835 -1.5109 False False False
332 1562 BLK BlackRock 2025-03-02 positive medium short 941.8131 927.7991 909.9471 927.5837 -1.488 -3.3835 -1.5109 False False False
333 1350 META Meta 2025-02-27 positive low short 655.6095 625.4207 588.2797 600.7059 -4.6047 -10.2698 -8.3744 False False False
334 1351 META Meta 2025-02-27 negative medium short 655.6095 625.4207 588.2797 600.7059 -4.6047 -10.2698 -8.3744 True True True
335 1142 SAP SAP 2025-02-27 negative low short 272.1395 276.837 252.9034 265.7473 1.7261 -7.0685 -2.3489 False True True
336 1266 VOW.DE Volkswagen 2025-02-20 positive low short 95.128 100.6685 105.2699 98.8842 5.8243 10.6614 3.9487 True True True
337 1269 RHM.DE Rheinmetall 2025-02-13 positive medium short 753.1879 885.1202 995.9592 1281.5139 17.5165 32.2325 70.1453 True True True
338 1114 PLTR Palantir 2025-02-08 positive high short 116.65 119.16 101.35 84.91 2.1517 -13.1162 -27.2096 True False False
339 1065 AMD AMD 2025-02-04 positive medium medium 119.5 111.1 114.28 100.75 -7.0293 -4.3682 -15.6904 False False False
340 1066 AMD AMD 2025-02-04 positive medium short 119.5 111.1 114.28 100.75 -7.0293 -4.3682 -15.6904 False False False
341 1125 NVDA NVIDIA 2025-01-30 negative medium short 124.6092 128.6379 135.2457 120.1107 3.2331 8.5359 -3.6101 False False True
342 1244 NVDA NVIDIA 2025-01-30 positive medium short 124.6092 128.6379 135.2457 120.1107 3.2331 8.5359 -3.6101 True True False
343 1249 000660.KS SK Hynix 2025-01-24 negative medium short 218308.9062 196774.3594 200528.0938 206948.9375 -9.8643 -8.1448 -5.2036 True True True
344 1250 000660.KS SK Hynix 2025-01-24 positive medium medium 218308.9062 196774.3594 200528.0938 206948.9375 -9.8643 -8.1448 -5.2036 False False False
345 1243 MS Morgan Stanley 2025-01-24 positive medium short 133.331 134.8122 136.3217 128.2484 1.1109 2.2431 -3.812 True True False
346 1465 VOW.DE Volkswagen 2025-01-23 negative medium short 92.3107 94.5645 92.6864 95.128 2.4415 0.4069 3.0519 False False False
347 1248 STX Seagate 2025-01-23 positive medium short 106.1709 96.2413 94.5374 100.5108 -9.3525 -10.9574 -5.3311 False False False
348 1130 META Meta 2025-01-21 positive low short 613.9965 671.6353 701.3759 713.5073 9.3875 14.2313 16.2071 True True True
349 1466 TSM TSMC 2025-01-16 positive high short 211.3389 221.0109 204.8055 198.5871 4.5765 -3.0914 -6.0338 True False False
350 1467 TSM TSMC 2025-01-16 positive medium medium 211.3389 221.0109 204.8055 198.5871 4.5765 -3.0914 -6.0338 True False False
351 1468 TSM TSMC 2025-01-16 negative medium medium 211.3389 221.0109 204.8055 198.5871 4.5765 -3.0914 -6.0338 False True True
352 1312 META Meta 2025-01-10 negative high short 613.3988 610.3213 644.9025 711.6646 -0.5017 5.1359 16.0199 True False False
353 1313 META Meta 2025-01-10 positive medium medium 613.3988 610.3213 644.9025 711.6646 -0.5017 5.1359 16.0199 False True True
354 1159 NVDA NVIDIA 2025-01-07 positive medium short 140.0941 131.7168 140.7839 118.6111 -5.9797 0.4924 -15.3347 False True False
355 1160 NVDA NVIDIA 2025-01-07 positive low medium 140.0941 131.7168 140.7839 118.6111 -5.9797 0.4924 -15.3347 False True False
356 1157 RIVN Rivian 2025-01-03 positive high short 16.49 13.85 14.21 12.56 -16.0097 -13.8266 -23.8326 False False False
357 1158 RIVN Rivian 2025-01-03 positive medium medium 16.49 13.85 14.21 12.56 -16.0097 -13.8266 -23.8326 False False False
358 1162 AVGO Broadcom 2024-12-31 positive high short 229.2828 226.1181 222.2216 205.0728 -1.3803 -3.0797 -10.559 False False False
359 1163 AVGO Broadcom 2024-12-31 positive medium medium 229.2828 226.1181 222.2216 205.0728 -1.3803 -3.0797 -10.559 False False False
360 1161 AAPL Apple 2024-12-26 positive high medium 257.6127 242.5252 235.5632 222.4449 -5.8567 -8.5592 -13.6514 False False False
361 1317 LLY Eli Lilly 2024-12-23 positive medium short 789.0677 766.8309 758.17 735.626 -2.8181 -3.9157 -6.7728 False False False
362 1258 005930.KS Samsung 2024-12-18 positive medium medium 53376.9062 52112.9688 52272.5312 52566.1953 -2.3679 -2.069 -1.5188 False False False
363 1427 SMCI Super Micro Computer 2024-12-16 negative medium short 33.44 32.4 30.68 31.08 -3.11 -8.2536 -7.0574 True True True
364 1428 SMCI Super Micro Computer 2024-12-16 negative low medium 33.44 32.4 30.68 31.08 -3.11 -8.2536 -7.0574 True True True
365 1254 META Meta 2024-12-14 positive medium medium 621.7454 582.9113 597.4131 613.3988 -6.246 -3.9136 -1.3424 False False False
366 1255 META Meta 2024-12-14 positive high short 621.7454 582.9113 597.4131 613.3988 -6.246 -3.9136 -1.3424 False False False
367 1424 AAPL Apple 2024-12-13 positive medium medium 246.7819 253.1074 254.2014 235.5632 2.5632 3.0065 -4.546 True True False
368 1441 SPOT Spotify 2024-12-11 positive medium short 476.91 448.65 457.98 479.73 -5.9256 -3.9693 0.5913 False False True
369 1439 RIVN Rivian 2024-12-09 positive medium medium 14.45 15.34 13.75 15.715 6.1592 -4.8443 8.7543 True False True
370 1440 RIVN Rivian 2024-12-09 positive low long 14.45 15.34 13.75 15.715 6.1592 -4.8443 8.7543 True False True
371 1431 CVX Chevron 2024-12-08 positive medium short 148.6666 145.6285 135.1987 139.9309 -2.0435 -9.0591 -5.876 False False False
372 1432 CVX Chevron 2024-12-08 positive medium medium 148.6666 145.6285 135.1987 139.9309 -2.0435 -9.0591 -5.876 False False False
373 1429 SHOP Shopify 2024-12-06 positive medium short 118.37 114.63 108.95 109.25 -3.1596 -7.9581 -7.7047 False False False
374 1430 SHOP Shopify 2024-12-06 positive low medium 118.37 114.63 108.95 109.25 -3.1596 -7.9581 -7.7047 False False False
375 1437 AMD AMD 2024-12-04 positive medium short 143.99 130.15 121.41 120.63 -9.6118 -15.6816 -16.2234 False False False
376 1436 SHOP Shopify 2024-12-02 negative medium short 112.98 115.29 115.94 106.69 2.0446 2.6199 -5.5674 False False True
377 1433 NOW ServiceNow 2024-12-01 positive high medium 209.686 224.868 224.22 216.292 7.2403 6.9313 3.1504 True True True
378 1434 NOW ServiceNow 2024-12-01 positive medium long 209.686 224.868 224.22 216.292 7.2403 6.9313 3.1504 True True True
379 1435 NOW ServiceNow 2024-12-01 positive high long 209.686 224.868 224.22 216.292 7.2403 6.9313 3.1504 True True True
380 1442 META Meta 2024-11-29 positive high long 571.5638 620.7766 617.373 597.4131 8.6102 8.0147 4.5226 True True True
381 1443 META Meta 2024-11-29 negative medium short 571.5638 620.7766 617.373 597.4131 8.6102 8.0147 4.5226 False False False
382 1444 META Meta 2024-11-29 positive medium long 571.5638 620.7766 617.373 597.4131 8.6102 8.0147 4.5226 True True True
383 1446 META Meta 2024-11-21 positive low medium 560.3878 571.564 606.0078 593.1899 1.9944 8.1408 5.8535 True True True
384 1453 CMCSA Comcast 2024-11-20 positive medium short 37.9328 37.5534 37.5446 33.4063 -1.0002 -1.0235 -11.933 False False False
385 1454 CMCSA Comcast 2024-11-20 positive medium long 37.9328 37.5534 37.5446 33.4063 -1.0002 -1.0235 -11.933 False False False
386 1448 META Meta 2024-11-14 negative medium short 574.3902 560.3878 571.564 627.7629 -2.4378 -0.492 9.2921 True True False
387 1449 META Meta 2024-11-14 negative medium medium 574.3902 560.3878 571.564 627.7629 -2.4378 -0.492 9.2921 True True False
388 1450 META Meta 2024-11-14 positive high long 574.3902 560.3878 571.564 627.7629 -2.4378 -0.492 9.2921 False False True
389 1527 TSLA Tesla 2024-11-08 positive high short 321.22 320.72 352.56 389.22 -0.1557 9.7566 21.1693 False True True
390 1528 TSLA Tesla 2024-11-08 positive medium medium 321.22 320.72 352.56 389.22 -0.1557 9.7566 21.1693 False True True
391 1552 RIVN Rivian 2024-10-17 positive low short 10.12 10.43 10.1 10.31 3.0632 -0.1976 1.8775 True False True
392 1553 RIVN Rivian 2024-10-17 positive medium short 10.12 10.43 10.1 10.31 3.0632 -0.1976 1.8775 True False True

6
config.json
View file

@ -16,7 +16,11 @@
"password": "changeme" "password": "changeme"
}, },
"database": { "database": {
"path": "./archive.sqlite" "type": "sqlite",
"path": "./archive.sqlite",
"postgres": {
"connectionString": "postgresql://user:password@localhost:5432/duriin"
}
}, },
"sec": { "sec": {
"userAgent": "Augor benjamin.watt@imbenji.net", "userAgent": "Augor benjamin.watt@imbenji.net",

159
package-lock.json generated
View file

@ -14,8 +14,10 @@
"@fastify/static": "^9.1.3", "@fastify/static": "^9.1.3",
"@google-cloud/bigquery": "^8.1.1", "@google-cloud/bigquery": "^8.1.1",
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"deasync": "^0.1.31",
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"pg": "^8.20.0",
"playwright": "^1.59.1", "playwright": "^1.59.1",
"rss-parser": "^3.13.0", "rss-parser": "^3.13.0",
"sqlite-vec": "^0.1.9" "sqlite-vec": "^0.1.9"
@ -665,6 +667,20 @@
"node": ">= 12" "node": ">= 12"
} }
}, },
"node_modules/deasync": {
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"resolved": "https://registry.npmjs.org/deasync/-/deasync-0.1.31.tgz",
"integrity": "sha512-/6/cXqkw4LPqBVK6H0Y3L4zT7yI3pxykxPXErQ2tDCw0LJyThWL5VpBCpUOWX0vPq2OnF1pzcXvlNnvCiOQJuA==",
"hasInstallScript": true,
"license": "MIT",
"dependencies": {
"bindings": "^1.5.0",
"node-addon-api": "^1.7.1"
},
"engines": {
"node": ">=0.11.0"
}
},
"node_modules/debug": { "node_modules/debug": {
"version": "4.4.3", "version": "4.4.3",
"resolved": "https://registry.npmjs.org/debug/-/debug-4.4.3.tgz", "resolved": "https://registry.npmjs.org/debug/-/debug-4.4.3.tgz",
@ -1540,6 +1556,12 @@
"node": ">=10" "node": ">=10"
} }
}, },
"node_modules/node-addon-api": {
"version": "1.7.2",
"resolved": "https://registry.npmjs.org/node-addon-api/-/node-addon-api-1.7.2.tgz",
"integrity": "sha512-ibPK3iA+vaY1eEjESkQkM0BbCqFOaZMiXRTtdB0u7b4djtY6JnsjvPdUHVMg6xQt3B8fpTTWHI9A+ADjM9frzg==",
"license": "MIT"
},
"node_modules/node-cron": { "node_modules/node-cron": {
"version": "4.2.1", "version": "4.2.1",
"resolved": "https://registry.npmjs.org/node-cron/-/node-cron-4.2.1.tgz", "resolved": "https://registry.npmjs.org/node-cron/-/node-cron-4.2.1.tgz",
@ -1641,6 +1663,95 @@
"url": "https://github.com/sponsors/isaacs" "url": "https://github.com/sponsors/isaacs"
} }
}, },
"node_modules/pg": {
"version": "8.20.0",
"resolved": "https://registry.npmjs.org/pg/-/pg-8.20.0.tgz",
"integrity": "sha512-ldhMxz2r8fl/6QkXnBD3CR9/xg694oT6DZQ2s6c/RI28OjtSOpxnPrUCGOBJ46RCUxcWdx3p6kw/xnDHjKvaRA==",
"license": "MIT",
"dependencies": {
"pg-connection-string": "^2.12.0",
"pg-pool": "^3.13.0",
"pg-protocol": "^1.13.0",
"pg-types": "2.2.0",
"pgpass": "1.0.5"
},
"engines": {
"node": ">= 16.0.0"
},
"optionalDependencies": {
"pg-cloudflare": "^1.3.0"
},
"peerDependencies": {
"pg-native": ">=3.0.1"
},
"peerDependenciesMeta": {
"pg-native": {
"optional": true
}
}
},
"node_modules/pg-cloudflare": {
"version": "1.3.0",
"resolved": "https://registry.npmjs.org/pg-cloudflare/-/pg-cloudflare-1.3.0.tgz",
"integrity": "sha512-6lswVVSztmHiRtD6I8hw4qP/nDm1EJbKMRhf3HCYaqud7frGysPv7FYJ5noZQdhQtN2xJnimfMtvQq21pdbzyQ==",
"license": "MIT",
"optional": true
},
"node_modules/pg-connection-string": {
"version": "2.12.0",
"resolved": "https://registry.npmjs.org/pg-connection-string/-/pg-connection-string-2.12.0.tgz",
"integrity": "sha512-U7qg+bpswf3Cs5xLzRqbXbQl85ng0mfSV/J0nnA31MCLgvEaAo7CIhmeyrmJpOr7o+zm0rXK+hNnT5l9RHkCkQ==",
"license": "MIT"
},
"node_modules/pg-int8": {
"version": "1.0.1",
"resolved": "https://registry.npmjs.org/pg-int8/-/pg-int8-1.0.1.tgz",
"integrity": "sha512-WCtabS6t3c8SkpDBUlb1kjOs7l66xsGdKpIPZsg4wR+B3+u9UAum2odSsF9tnvxg80h4ZxLWMy4pRjOsFIqQpw==",
"license": "ISC",
"engines": {
"node": ">=4.0.0"
}
},
"node_modules/pg-pool": {
"version": "3.13.0",
"resolved": "https://registry.npmjs.org/pg-pool/-/pg-pool-3.13.0.tgz",
"integrity": "sha512-gB+R+Xud1gLFuRD/QgOIgGOBE2KCQPaPwkzBBGC9oG69pHTkhQeIuejVIk3/cnDyX39av2AxomQiyPT13WKHQA==",
"license": "MIT",
"peerDependencies": {
"pg": ">=8.0"
}
},
"node_modules/pg-protocol": {
"version": "1.13.0",
"resolved": "https://registry.npmjs.org/pg-protocol/-/pg-protocol-1.13.0.tgz",
"integrity": "sha512-zzdvXfS6v89r6v7OcFCHfHlyG/wvry1ALxZo4LqgUoy7W9xhBDMaqOuMiF3qEV45VqsN6rdlcehHrfDtlCPc8w==",
"license": "MIT"
},
"node_modules/pg-types": {
"version": "2.2.0",
"resolved": "https://registry.npmjs.org/pg-types/-/pg-types-2.2.0.tgz",
"integrity": "sha512-qTAAlrEsl8s4OiEQY69wDvcMIdQN6wdz5ojQiOy6YRMuynxenON0O5oCpJI6lshc6scgAY8qvJ2On/p+CXY0GA==",
"license": "MIT",
"dependencies": {
"pg-int8": "1.0.1",
"postgres-array": "~2.0.0",
"postgres-bytea": "~1.0.0",
"postgres-date": "~1.0.4",
"postgres-interval": "^1.1.0"
},
"engines": {
"node": ">=4"
}
},
"node_modules/pgpass": {
"version": "1.0.5",
"resolved": "https://registry.npmjs.org/pgpass/-/pgpass-1.0.5.tgz",
"integrity": "sha512-FdW9r/jQZhSeohs1Z3sI1yxFQNFvMcnmfuj4WBMUTxOrAyLMaTcE1aAMBiTlbMNaXvBCQuVi0R7hd8udDSP7ug==",
"license": "MIT",
"dependencies": {
"split2": "^4.1.0"
}
},
"node_modules/picocolors": { "node_modules/picocolors": {
"version": "1.1.1", "version": "1.1.1",
"resolved": "https://registry.npmjs.org/picocolors/-/picocolors-1.1.1.tgz", "resolved": "https://registry.npmjs.org/picocolors/-/picocolors-1.1.1.tgz",
@ -1742,6 +1853,45 @@
"node": "^10 || ^12 || >=14" "node": "^10 || ^12 || >=14"
} }
}, },
"node_modules/postgres-array": {
"version": "2.0.0",
"resolved": "https://registry.npmjs.org/postgres-array/-/postgres-array-2.0.0.tgz",
"integrity": "sha512-VpZrUqU5A69eQyW2c5CA1jtLecCsN2U/bD6VilrFDWq5+5UIEVO7nazS3TEcHf1zuPYO/sqGvUvW62g86RXZuA==",
"license": "MIT",
"engines": {
"node": ">=4"
}
},
"node_modules/postgres-bytea": {
"version": "1.0.1",
"resolved": "https://registry.npmjs.org/postgres-bytea/-/postgres-bytea-1.0.1.tgz",
"integrity": "sha512-5+5HqXnsZPE65IJZSMkZtURARZelel2oXUEO8rH83VS/hxH5vv1uHquPg5wZs8yMAfdv971IU+kcPUczi7NVBQ==",
"license": "MIT",
"engines": {
"node": ">=0.10.0"
}
},
"node_modules/postgres-date": {
"version": "1.0.7",
"resolved": "https://registry.npmjs.org/postgres-date/-/postgres-date-1.0.7.tgz",
"integrity": "sha512-suDmjLVQg78nMK2UZ454hAG+OAW+HQPZ6n++TNDUX+L0+uUlLywnoxJKDou51Zm+zTCjrCl0Nq6J9C5hP9vK/Q==",
"license": "MIT",
"engines": {
"node": ">=0.10.0"
}
},
"node_modules/postgres-interval": {
"version": "1.2.0",
"resolved": "https://registry.npmjs.org/postgres-interval/-/postgres-interval-1.2.0.tgz",
"integrity": "sha512-9ZhXKM/rw350N1ovuWHbGxnGh/SNJ4cnxHiM0rxE4VN41wsg8P8zWn9hv/buK00RP4WvlOyr/RBDiptyxVbkZQ==",
"license": "MIT",
"dependencies": {
"xtend": "^4.0.0"
},
"engines": {
"node": ">=0.10.0"
}
},
"node_modules/prebuild-install": { "node_modules/prebuild-install": {
"version": "7.1.3", "version": "7.1.3",
"resolved": "https://registry.npmjs.org/prebuild-install/-/prebuild-install-7.1.3.tgz", "resolved": "https://registry.npmjs.org/prebuild-install/-/prebuild-install-7.1.3.tgz",
@ -2409,6 +2559,15 @@
"engines": { "engines": {
"node": ">=4.0" "node": ">=4.0"
} }
},
"node_modules/xtend": {
"version": "4.0.2",
"resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
"integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
"license": "MIT",
"engines": {
"node": ">=0.4"
}
} }
} }
} }

2
package.json
View file

@ -17,8 +17,10 @@
"@fastify/static": "^9.1.3", "@fastify/static": "^9.1.3",
"@google-cloud/bigquery": "^8.1.1", "@google-cloud/bigquery": "^8.1.1",
"better-sqlite3": "^12.4.1", "better-sqlite3": "^12.4.1",
"deasync": "^0.1.31",
"fastify": "^5.6.1", "fastify": "^5.6.1",
"node-cron": "^4.2.1", "node-cron": "^4.2.1",
"pg": "^8.20.0",
"playwright": "^1.59.1", "playwright": "^1.59.1",
"rss-parser": "^3.13.0", "rss-parser": "^3.13.0",
"sqlite-vec": "^0.1.9" "sqlite-vec": "^0.1.9"

284
scripts/migrate-to-postgres.js Normal file
View file

@ -0,0 +1,284 @@
#!/usr/bin/env node
// Migrates an existing SQLite archive.sqlite database into postgres.
// Run once after setting database.type = "postgres" in config.json.
//
// Usage: node scripts/migrate-to-postgres.js [--dry-run]
//
// What it does:
// 1. connects to postgres (using config.database.postgres)
// 2. ensures all tables exist (db-pg.js already creates them on require)
// 3. streams every row from each sqlite table and upserts into postgres
// 4. migrates article_embeddings blobs from article_embedding_store
// into the postgres vector column (requires pgvector extension)
//
// Skips rows that already exist (safe to re-run).
const path = require('path');
const Database = require('better-sqlite3');
const sqliteVec = require('sqlite-vec');
const { Pool } = require('pg');
const config = require('../src/config');
const DRY_RUN = process.argv.includes('--dry-run');
if (!config.database || config.database.type !== 'postgres') {
console.error('[migrate] config.database.type must be "postgres" to run this script');
process.exit(1);
}
const sqlitePath = path.resolve(__dirname, '..', config.database.path || './archive.sqlite');
let sqlite;
try {
sqlite = new Database(sqlitePath, { readonly: true });
sqliteVec.load(sqlite);
} catch (e) {
console.error(`[migrate] could not open sqlite at ${sqlitePath}:`, e.message);
process.exit(1);
}
const pool = new Pool(config.database.postgres);
async function query(sql, params = []) {
const client = await pool.connect();
try {
return await client.query(sql, params);
} finally {
client.release();
}
}
// tables to migrate in order (respects FK: events before articles)
const TABLES = [
{
name: 'events',
columns: ['id', 'title', 'created_at'],
conflict: 'id',
},
{
name: 'articles',
columns: [
'id', 'title', 'description', 'content', 'image',
'content_status', 'content_error', 'content_attempted_at',
'content_attempt_count', 'content_retry_after',
'is_index_page', 'has_embedding', 'url', 'normalized_title',
'source', 'pub_date', 'pub_date_effective', 'language',
'event_id', 'ingested_at',
],
conflict: 'url',
},
{
name: 'article_embedding_store',
columns: ['article_id', 'model', 'embedding', 'embedded_at'],
conflict: '(article_id, model)',
blobColumns: ['embedding'],
},
{
name: 'article_embedding_meta',
columns: ['article_id', 'model', 'embedded_at'],
conflict: 'article_id',
},
{
name: 'query_embeddings',
columns: ['query', 'model', 'embedding', 'created_at'],
conflict: '(query, model)',
blobColumns: ['embedding'],
},
{
name: 'gdelt_backfill_windows',
columns: ['source_id', 'window_start', 'window_end', 'completed_at'],
conflict: '(source_id, window_start, window_end)',
},
{
name: 'crawler_page_classifications',
columns: ['url', 'site_name', 'classification', 'pattern', 'classified_at'],
conflict: 'url',
},
{
name: 'crawler_url_patterns',
columns: ['site_name', 'pattern', 'classification', 'hit_count', 'updated_at'],
conflict: '(site_name, pattern)',
},
{
name: 'crawler_site_rules',
columns: ['site_name', 'rule_type', 'rule_value', 'classification', 'hit_count', 'updated_at'],
conflict: '(site_name, rule_type, rule_value)',
},
{
name: 'domain_fetch_policy',
columns: [
'domain', 'policy', 'consecutive_plain_failures', 'consecutive_browser_failures',
'plain_success_count', 'browser_success_count', 'expires_at', 'updated_at',
],
conflict: 'domain',
},
];
async function migrateTable(table) {
let rows;
try {
rows = sqlite.prepare(`SELECT * FROM ${table.name}`).all();
} catch (e) {
console.log(`[migrate] skipping ${table.name}: ${e.message}`);
return 0;
}
if (rows.length === 0) {
console.log(`[migrate] ${table.name}: empty, skipping`);
return 0;
}
console.log(`[migrate] ${table.name}: ${rows.length} rows`);
if (DRY_RUN) return rows.length;
const cols = table.columns;
const placeholders = cols.map((_, i) => `$${i + 1}`).join(', ');
const colList = cols.join(', ');
const sql = `
INSERT INTO ${table.name} (${colList})
VALUES (${placeholders})
ON CONFLICT (${table.conflict}) DO NOTHING
`;
let inserted = 0;
const BATCH = 500;
for (let i = 0; i < rows.length; i += BATCH) {
const batch = rows.slice(i, i + BATCH);
const client = await pool.connect();
try {
await client.query('BEGIN');
for (const row of batch) {
const vals = cols.map(col => {
const v = row[col];
// sqlite blobs come back as Buffer — postgres bytea also accepts Buffer, good
if (table.blobColumns && table.blobColumns.includes(col) && v instanceof Buffer) {
return v;
}
return v ?? null;
});
const r = await client.query(sql, vals);
inserted += r.rowCount;
}
await client.query('COMMIT');
} catch (e) {
await client.query('ROLLBACK');
throw e;
} finally {
client.release();
}
process.stdout.write(`\r[migrate] ${table.name}: ${Math.min(i + BATCH, rows.length)}/${rows.length}`);
}
console.log(`\r[migrate] ${table.name}: inserted ${inserted} new rows`);
return inserted;
}
async function migrateVectors() {
// article_embeddings in sqlite is a vec0 virtual table —
// we can't SELECT * from it directly but we can read raw float32
// arrays from article_embedding_store and push them to postgres vector column.
//
// Requires pgvector extension: CREATE EXTENSION IF NOT EXISTS vector;
let hasPgvector = false;
try {
await query(`SELECT NULL::vector`);
hasPgvector = true;
} catch (_) {}
if (!hasPgvector) {
console.log('[migrate] pgvector not available — skipping article_embeddings vector migration');
console.log('[migrate] run: CREATE EXTENSION IF NOT EXISTS vector; then re-run this script');
return;
}
const rows = sqlite.prepare(`
SELECT article_id, embedding FROM article_embedding_store
`).all();
if (rows.length === 0) return;
console.log(`[migrate] article_embeddings: ${rows.length} vectors`);
if (DRY_RUN) return;
const client = await pool.connect();
let inserted = 0;
try {
await client.query('BEGIN');
for (const row of rows) {
// embedding is a Float32 buffer — convert to float array for pgvector
const buf = row.embedding;
const floats = [];
for (let i = 0; i < buf.length; i += 4) {
floats.push(buf.readFloatLE(i));
}
const vec = '[' + floats.join(',') + ']';
const r = await client.query(`
INSERT INTO article_embeddings (article_id, embedding)
VALUES ($1, $2::vector)
ON CONFLICT (article_id) DO NOTHING
`, [row.article_id, vec]);
inserted += r.rowCount;
}
await client.query('COMMIT');
} catch (e) {
await client.query('ROLLBACK');
console.error('[migrate] vector migration failed:', e.message);
} finally {
client.release();
}
console.log(`[migrate] article_embeddings: inserted ${inserted} vectors`);
}
async function resetSequences() {
// after bulk insert with explicit IDs, postgres sequences need to be reset
for (const t of [{ table: 'articles' }, { table: 'events' }]) {
await query(`
SELECT setval(
pg_get_serial_sequence('${t.table}', 'id'),
COALESCE((SELECT MAX(id) FROM ${t.table}), 1)
)
`);
}
console.log('[migrate] sequences reset');
}
async function main() {
console.log(`[migrate] sqlite → postgres (dry-run: ${DRY_RUN})`);
console.log(`[migrate] source: ${sqlitePath}`);
for (const table of TABLES) {
await migrateTable(table);
}
await migrateVectors();
if (!DRY_RUN) await resetSequences();
console.log('[migrate] done');
await pool.end();
sqlite.close();
}
main().catch(e => {
console.error('[migrate] fatal:', e);
process.exit(1);
});

226
src/db-pg.js Normal file
View file

@ -0,0 +1,226 @@
// postgres adapter that mimics the better-sqlite3 synchronous interface.
// uses deasync to block the event loop until queries resolve so all
// existing consumers (which call .get()/.all()/.run() synchronously) keep working.
const { Pool } = require('pg');
const deasync = require('deasync');
const config = require('./config');
const pool = new Pool(config.database.postgres);
function querySync(sql, params) {
let done = false;
let result, err;
pool.query(sql, params).then(r => { result = r; done = true; }).catch(e => { err = e; done = true; });
deasync.loopWhile(() => !done);
if (err) throw err;
return result;
}
// translate ? placeholders to $1, $2, ... for postgres
function toPositional(sql) {
let i = 0;
return sql.replace(/\?/g, () => `$${++i}`);
}
// sqlite-vec uses: WHERE embedding MATCH ? AND k = ?
// pgvector uses: ORDER BY embedding <-> $1::vector LIMIT $2
const NEAREST_NEIGHBORS_RE = /SELECT\s+article_id\s*,\s*distance\s+FROM\s+article_embeddings\s+WHERE\s+embedding\s+MATCH\s+\?\s+AND\s+k\s*=\s*\?\s+ORDER\s+BY\s+distance/is;
function rewriteNearestNeighbors(sql) {
if (!NEAREST_NEIGHBORS_RE.test(sql)) return null;
return `
SELECT article_id, (embedding <-> $1::vector) AS distance
FROM article_embeddings
ORDER BY embedding <-> $1::vector
LIMIT $2
`;
}
function Statement(sql) {
const pgSql = rewriteNearestNeighbors(sql) || toPositional(sql);
return {
get(...params) {
const r = querySync(pgSql, params.flat());
return r.rows[0] ?? undefined;
},
all(...params) {
const r = querySync(pgSql, params.flat());
return r.rows;
},
run(...params) {
const r = querySync(pgSql, params.flat());
return { changes: r.rowCount, lastInsertRowid: null };
},
};
}
function exec(sql) {
// split on ; and run each statement individually (DDL blocks)
const stmts = sql.split(';').map(s => s.trim()).filter(Boolean);
for (const stmt of stmts) {
querySync(stmt, []);
}
}
function transaction(fn) {
return (...args) => {
querySync('BEGIN', []);
try {
const result = fn(...args);
querySync('COMMIT', []);
return result;
} catch (e) {
querySync('ROLLBACK', []);
throw e;
}
};
}
function prepare(sql) {
return Statement(sql);
}
const pgDb = { prepare, exec, transaction, pool };
// create the schema in postgres, mirroring src/db.js
exec(`
CREATE TABLE IF NOT EXISTS events (
id SERIAL PRIMARY KEY,
title TEXT NOT NULL,
created_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
)
`);
exec(`
CREATE TABLE IF NOT EXISTS articles (
id SERIAL PRIMARY KEY,
title TEXT NOT NULL,
description TEXT,
content TEXT,
image TEXT,
content_status TEXT,
content_error TEXT,
content_attempted_at TEXT,
content_attempt_count INTEGER NOT NULL DEFAULT 0,
content_retry_after TEXT,
is_index_page INTEGER NOT NULL DEFAULT 0,
has_embedding INTEGER NOT NULL DEFAULT 0,
url TEXT NOT NULL UNIQUE,
normalized_title TEXT NOT NULL,
source TEXT NOT NULL,
pub_date TEXT,
pub_date_effective TEXT,
language TEXT,
event_id INTEGER REFERENCES events(id),
ingested_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
)
`);
exec(`CREATE INDEX IF NOT EXISTS idx_articles_source ON articles(source)`);
exec(`CREATE INDEX IF NOT EXISTS idx_articles_pub_date ON articles(pub_date)`);
exec(`CREATE INDEX IF NOT EXISTS idx_articles_ingested_at ON articles(ingested_at)`);
exec(`CREATE INDEX IF NOT EXISTS idx_articles_normalized_title ON articles(normalized_title)`);
exec(`CREATE INDEX IF NOT EXISTS idx_articles_event_id ON articles(event_id)`);
exec(`CREATE INDEX IF NOT EXISTS idx_articles_has_embedding ON articles(has_embedding)`);
exec(`CREATE INDEX IF NOT EXISTS idx_articles_pub_date_effective ON articles(pub_date_effective DESC)`);
exec(`
CREATE TABLE IF NOT EXISTS article_embedding_store (
article_id INTEGER NOT NULL,
model TEXT NOT NULL,
embedding BYTEA NOT NULL,
embedded_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
PRIMARY KEY (article_id, model)
)
`);
exec(`
CREATE TABLE IF NOT EXISTS article_embedding_meta (
article_id INTEGER PRIMARY KEY,
model TEXT NOT NULL,
embedded_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
)
`);
exec(`
CREATE TABLE IF NOT EXISTS article_embeddings (
article_id INTEGER PRIMARY KEY,
embedding vector(8192)
)
`);
exec(`
CREATE TABLE IF NOT EXISTS query_embeddings (
query TEXT NOT NULL,
model TEXT NOT NULL,
embedding BYTEA NOT NULL,
created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
PRIMARY KEY (query, model)
)
`);
exec(`
CREATE TABLE IF NOT EXISTS gdelt_backfill_windows (
source_id TEXT NOT NULL,
window_start TEXT NOT NULL,
window_end TEXT NOT NULL,
completed_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
PRIMARY KEY (source_id, window_start, window_end)
)
`);
exec(`
CREATE TABLE IF NOT EXISTS crawler_page_classifications (
url TEXT PRIMARY KEY,
site_name TEXT NOT NULL,
classification TEXT NOT NULL,
pattern TEXT,
classified_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
)
`);
exec(`
CREATE TABLE IF NOT EXISTS crawler_url_patterns (
site_name TEXT NOT NULL,
pattern TEXT NOT NULL,
classification TEXT NOT NULL,
hit_count INTEGER NOT NULL DEFAULT 1,
updated_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
PRIMARY KEY (site_name, pattern)
)
`);
exec(`
CREATE TABLE IF NOT EXISTS crawler_site_rules (
site_name TEXT NOT NULL,
rule_type TEXT NOT NULL,
rule_value TEXT NOT NULL,
classification TEXT NOT NULL,
hit_count INTEGER NOT NULL DEFAULT 1,
updated_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
PRIMARY KEY (site_name, rule_type, rule_value)
)
`);
exec(`
CREATE TABLE IF NOT EXISTS domain_fetch_policy (
domain TEXT PRIMARY KEY,
policy TEXT NOT NULL DEFAULT 'auto',
consecutive_plain_failures INTEGER NOT NULL DEFAULT 0,
consecutive_browser_failures INTEGER NOT NULL DEFAULT 0,
plain_success_count INTEGER NOT NULL DEFAULT 0,
browser_success_count INTEGER NOT NULL DEFAULT 0,
expires_at TEXT,
updated_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
)
`);
module.exports = pgDb;

8
src/db.js
View file

@ -1,7 +1,13 @@
const config = require('./config');
if (config.database && config.database.type === 'postgres') {
module.exports = require('./db-pg');
return;
}
const path = require('path'); const path = require('path');
const Database = require('better-sqlite3'); const Database = require('better-sqlite3');
const sqliteVec = require('sqlite-vec'); const sqliteVec = require('sqlite-vec');
const config = require('./config');
const dbPath = path.resolve(__dirname, '..', config.database.path || './archive.sqlite'); const dbPath = path.resolve(__dirname, '..', config.database.path || './archive.sqlite');
const db = new Database(dbPath); const db = new Database(dbPath);