Hype cycle arrivals
/clusters/comparison/hype-cycles
The window's biggest hype cycles and the order the clusters arrived in each, relative to the market's peak hour, with the market's hourly posts around the peak.
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Parameters
The markets to compare across: any of equity, commodity, index, and crypto, comma-separated. Defaults to all four. Send several comma-separated.
Default:equity,commodity,index,crypto
How many complete UTC days of market peaks to include, counting back from the latest complete day: 7, 30, or 90. Free plans reach back 90 days; further returns 403.
73090
Default:30
Maximum hype cycles returned: the biggest by posts on their peak day.
Default:40
cURL Example
curl --request GET \
--url 'https://nebula-api.hiddensystems.ai/api/v1/public/clusters/comparison/hype-cycles' \
--header 'X-API-Key: YOUR_API_KEY'Responses
Media type application/json
asset_classes
The markets analysed, in the order equity, commodity, index, crypto: the asset_class values requested, or all four when asset_class was omitted.
cycles
array<object>
The window's biggest hype cycles, most recent peak first, up to limit.
cycles
The window's biggest hype cycles, most recent peak first, up to limit.
cycles[].arrivals
array<object>
Every cluster with 3 or more posts in the 48 hours around the peak hour, earliest first.
cycles[].arrivals
Every cluster with 3 or more posts in the 48 hours around the peak hour, earliest first.
cycles[].arrivals[].cluster_id
Canonical author-cluster identifier.
cycles[].arrivals[].offset_hours
Hours from the market's peak hour to the posts-weighted average hour of the cluster's posts in the 48 hours around it. Negative is before the peak.
cycles[].arrivals[].posts
The cluster's posts on the asset in the 48 hours around the peak hour.
cycles[].asset_class
The asset's class: equity (stocks and ETFs), commodity, index, or crypto. Send it with asset_id on every asset-scoped request.
equitycommodityindexcrypto
cycles[].asset_id
Canonical public asset identifier: the ticker or market symbol for stocks, commodities, and indices, and the CoinGecko slug (or, without one, a numeric id) for crypto.
cycles[].name
Human-readable name.
cycles[].peak_day_posts
The market's posts on the asset on the peak day, bots left out.
cycles[].peak_timestamp
UTC start of the market's busiest hour on the peak day.
cycles[].series
array<object>
The market's posts on the asset hour by hour, from 24 hours before the peak hour to 23 hours after it: 48 observations.
cycles[].series
The market's posts on the asset hour by hour, from 24 hours before the peak hour to 23 hours after it: 48 observations.
cycles[].series[].posts
The market's posts on the asset in the hour, bots left out.
cycles[].series[].timestamp
UTC start of the hour.
cycles[].symbol
Display ticker or market symbol.
days
Window length in complete UTC days, ending at the latest complete day.
{
"asset_classes": [
"equity",
"commodity",
"index",
"crypto"
],
"cycles": [
{
"arrivals": [
{
"cluster_id": "smart_money",
"offset_hours": -3.2,
"posts": 18
},
{
"cluster_id": "team_leaders",
"offset_hours": -2.1,
"posts": 9
},
{
"cluster_id": "media",
"offset_hours": 1.4,
"posts": 57
}
],
"asset_class": "equity",
"asset_id": "ORCL",
"name": "Oracle Corporation",
"peak_day_posts": 930,
"peak_timestamp": "2026-09-10T14:00:00Z",
"series": [
{
"posts": 41,
"timestamp": "2026-09-10T13:00:00Z"
},
{
"posts": 112,
"timestamp": "2026-09-10T14:00:00Z"
},
{
"posts": 64,
"timestamp": "2026-09-10T15:00:00Z"
}
],
"symbol": "ORCL"
}
],
"days": 30
}