pass 1/3  token DF…
pass 2/3  collecting product ids…
          5,259 products in the top 100
pass 3/3  listing dates from products.jsonl…
          5,258 matched a listing date
enriched 100/100

71 of 100 concepts have <15% of units on listings newer than 18mo (likely dead trends)

FASTEST MOVERS (median units/month per listing):
    72.34 u/mo · age  17.7mo · fresh  40.1% · Boys' daglah cloak
    63.77 u/mo · age  61.8mo · fresh     0% · Wild lavender seeds
    49.78 u/mo · age  44.5mo · fresh   0.4% · Indian costus capsules
    44.72 u/mo · age  53.4mo · fresh   2.4% · Office Professional Plus
    35.05 u/mo · age  28.9mo · fresh     0% · Hearts waterproof eyeliner
    30.48 u/mo · age  32.8mo · fresh  60.2% · Musk Al Khitam perfume
    29.53 u/mo · age  44.6mo · fresh     0% · Windows product key
    28.62 u/mo · age  51.6mo · fresh     0% · Korean Exfoliating Loofah
    24.16 u/mo · age  44.1mo · fresh   0.1% · Red perfume
    23.73 u/mo · age  13.5mo · fresh  55.2% · Royal Collection Perfume
    22.73 u/mo · age  45.8mo · fresh     0% · Canva Pro Subscription
    22.39 u/mo · age  64.8mo · fresh     0% · Local mint seeds

STALEST (units sit on old listings — trend may be over):
  fresh     0% · age  61.8mo · 8,785 units · Wild lavender seeds
  fresh     0% · age  35.8mo · 17,912 units · Bee pollen
  fresh     0% · age  39.3mo · 6,134 units · Royal Cambodian tiger oud
  fresh     0% · age  51.6mo · 3,858 units · Korean Exfoliating Loofah
  fresh     0% · age  64.8mo · 4,754 units · Local mint seeds
  fresh     0% · age  28.9mo · 13,168 units · Hearts waterproof eyeliner
  fresh     0% · age  45.8mo · 2,607 units · Canva Pro Subscription
  fresh     0% · age  61.5mo · 10,812 units · Organic moringa leaf
  fresh     0% · age  58.7mo · 15,461 units · White KN95 Masks
  fresh     0% · age  47.6mo · 3,847 units · Hi Lana Dar Perfume

done in 1.6 min → /root/ultron/data/mahally/market-final.json