Production Data
Stock Analysis Dashboard
Multi-market analysis across US and Japan equities — tracking turnover velocity, fundamental ratios, and excess returns against sector and industry benchmarks.
US: 2026-03-02 · JP: 2026-03-024,750 US + 4,446 JP Securities
600 results
Securities Shown
600
Accelerating Turnover
276 / 600
Avg Sector Excess
-0.31%-0.3%
Total Turnover
$9889.7B
Global Market Overview
Index performance (top-50 equal-weight) and individual stock tables with sorting.
US · Japan
4,750 US + 4,446 JP stocks · Top 300 by turnover per market
Index Performance — Top 50 Equal-Weight (60 Days)
United States — NYSE / NASDAQ (300)
1/6
300 stocks| Symbol | Price | Change | 52W Range | Turnover | TO Ratio | E/P | CFO/P | P/S | P/B | Sector Ex | Ind Ex |
|---|---|---|---|---|---|---|---|---|---|---|---|
NVDA | 181.41 | +2.38% | 86.62 — 212.19 | 37.9B | 0.68x | 2.3% | 1.9% | 23.6x | 37.1x | +1.77% | +1.37% |
TSLA | 402.95 | +0.11% | 214.25 — 498.83 | 22.0B | 0.96x | 0.3% | 1.0% | 15.9x | 18.3x | +1.16% | +0.24% |
MSFT | 396.24 | +0.89% | 344.79 — 555.45 | 14.2B | 0.70x | 4.0% | 5.5% | 9.6x | 7.5x | +0.28% | -0.21% |
MU | 410.75 | -0.39% | 61.54 — 455.50 | 12.3B | 1.05x | 2.6% | 4.9% | 10.9x | 7.9x | -1.00% | -1.41% |
AAPL | 264.25 | +0.03% | 169.21 — 288.62 | 11.1B | 0.58x | 3.0% | 3.5% | 8.9x | 44.0x | -0.59% | -0.03% |
SNDK | 613.99 | -3.36% | 27.89 — 725.00 | 10.8B | 0.93x | -1.1% | 1.8% | 10.2x | 8.9x | -3.98% | +0.52% |
GOOGL | 305.00 | -2.17% | 140.53 — 349.00 | 10.6B | 0.77x | — | — | — | — | -1.06% | -0.78% |
PLTR | 146.20 | +6.57% | 66.12 — 207.52 | 10.5B | 1.30x | 0.5% | 0.6% | 74.9x | 44.7x | +5.96% | +5.46% |
AMZN | 207.42 | -1.23% | 161.38 — 258.60 | 9.6B | 0.79x | 3.5% | 0.4% | 3.1x | 5.4x | -0.18% | -0.10% |
NFLX | 96.35 | +0.11% | 75.01 — 134.12 | 7.7B | 0.41x | 2.7% | 2.5% | 9.0x | 15.3x | +1.22% | +0.45% |
AMD | 196.80 | -1.70% | 76.48 — 267.08 | 6.7B | 1.07x | 1.4% | 2.4% | 9.3x | 5.1x | -2.31% | -2.72% |
GOOG | 304.84 | -2.12% | 142.66 — 350.15 | 6.7B | 0.65x | 8.0% | 9.9% | 4.1x | 4.0x | -1.01% | -0.73% |
AVGO | 316.90 | -0.83% | 138.10 — 414.61 | 6.5B | 0.72x | 1.5% | 1.8% | 23.5x | 18.5x | -1.44% | -1.85% |
META | 651.01 | +0.44% | 479.80 — 796.25 | 6.4B | 0.63x | 4.3% | 8.1% | 7.1x | 6.5x | +1.54% | +1.82% |
BRK.B | 481.00 | -4.74% | 455.19 — 542.07 | 5.7B | 1.76x | — | — | — | — | -4.71% | -2.26% |
LITE | 783.85 | +11.83% | 45.65 — 783.80 | 5.2B | 0.84x | 0.5% | 0.4% | 26.6x | 66.1x | +11.22% | +1.57% |
XOM | 154.76 | +1.48% | 97.80 — 159.61 | 4.9B | 1.06x | 4.6% | 8.1% | 1.9x | 2.4x | -0.84% | -0.99% |
MSTR | 137.00 | +5.79% | 104.17 — 457.22 | 3.5B | 1.92x | 18.4% | -0.1% | 90.6x | 0.8x | +5.83% | +1.61% |
ORCL | 148.31 | +2.00% | 118.86 — 345.72 | 3.3B | 0.63x | 3.6% | 5.2% | 7.0x | 14.0x | +1.39% | +0.90% |
LLY | 1,019.15 | -3.12% | 623.78 — 1,133.95 | 3.2B | 0.70x | 2.1% | 1.8% | 14.8x | 36.2x | -2.11% | -1.33% |
AVAV | 213.10 | -15.52% | 102.25 — 417.86 | 3.1B | 13.85x | -0.7% | -1.8% | 7.8x | 2.4x | -16.10% | -10.21% |
CRCL | 95.50 | +14.45% | 49.90 — 298.99 | 3.1B | 1.90x | — | — | — | 6.8x | +14.49% | +10.27% |
CVX | 190.50 | +2.00% | 132.04 — 191.44 | 3.0B | 1.34x | 3.3% | 8.9% | 2.0x | 2.0x | -0.32% | -0.47% |
COHR | 300.87 | +16.20% | 45.58 — 299.09 | 2.9B | 0.75x | 0.5% | 0.7% | 9.0x | 6.3x | +15.59% | +12.10% |
AAOI | 100.75 | +19.61% | 9.71 — 110.00 | 2.8B | 1.44x | -0.5% | -2.3% | 16.6x | 10.3x | +19.00% | +18.60% |
INTC | 45.13 | -1.04% | 17.67 — 54.60 | 2.7B | 0.76x | 0.0% | 4.3% | 4.3x | 1.8x | -1.65% | -2.06% |
RTX | 213.50 | +5.37% | 112.27 — 212.82 | 2.6B | 1.46x | 2.5% | 3.7% | 3.2x | 4.3x | +4.79% | +1.96% |
JPM | 297.00 | -1.10% | 202.16 — 337.25 | 2.5B | 0.46x | — | — | — | — | -1.06% | -1.05% |
GS | 860.99 | +0.17% | 439.38 — 984.70 | 2.5B | 0.51x | 6.5% | 7.0% | 2.0x | 2.0x | +0.20% | -0.07% |
GLW | 159.40 | +6.00% | 37.31 — 162.10 | 2.4B | 1.10x | 1.3% | 2.0% | 8.8x | 11.1x | +5.86% | +0.25% |
INTU | 418.13 | +2.23% | 349.00 — 813.70 | 2.4B | 0.72x | 3.7% | 6.0% | 5.8x | 6.1x | +1.61% | +1.12% |
UNH | 293.30 | +0.01% | 234.60 — 606.36 | 2.4B | 0.84x | 6.9% | 7.9% | 0.6x | 2.5x | +1.02% | +1.25% |
LRCX | 229.41 | -1.92% | 56.32 — 256.68 | 2.4B | 0.78x | 2.2% | 2.5% | 13.9x | 28.2x | -2.53% | -0.21% |
COP | 118.56 | +4.49% | 79.88 — 119.30 | 2.3B | 2.24x | 5.5% | 13.5% | 2.5x | 2.3x | +2.17% | +2.03% |
BKNG | 4,179.78 | -1.41% | 3,765.45 — 5,839.41 | 2.3B | 0.58x | 4.1% | 7.1% | 4.9x | -23.7x | -0.36% | +0.66% |
COIN | 185.13 | +5.28% | 139.36 — 444.65 | 2.2B | 1.12x | 3.0% | 5.9% | 5.8x | 2.8x | +5.31% | +1.09% |
JNJ | 248.56 | +0.05% | 141.50 — 251.71 | 2.2B | 0.55x | 4.5% | 4.1% | 6.4x | 7.3x | +1.07% | +0.47% |
LMT | 678.03 | +3.03% | 410.11 — 692.00 | 2.2B | 1.29x | 3.2% | 5.5% | 2.1x | 23.2x | +2.45% | -0.38% |
WMT | 127.10 | -0.66% | 79.81 — 134.69 | 2.2B | 0.59x | 2.3% | 4.0% | 1.4x | 9.9x | +0.47% | +0.06% |
AMAT | 369.21 | -0.83% | 123.74 — 395.95 | 2.2B | 0.64x | 2.7% | 3.0% | 10.4x | 13.5x | -1.44% | -1.85% |
V | 319.50 | -0.20% | 299.00 — 375.51 | 2.1B | 0.54x | 3.9% | 4.5% | 13.0x | 13.8x | -0.17% | -0.40% |
GEV | 878.00 | +0.50% | 252.25 — 894.93 | 2.1B | 1.00x | 2.1% | 2.1% | 6.2x | 19.3x | -0.07% | +0.08% |
C | 111.09 | +0.82% | 55.51 — 125.16 | 2.1B | 0.65x | 7.4% | -34.8% | 1.1x | 0.9x | +0.85% | +0.87% |
HOOD | 78.40 | +3.37% | 29.66 — 153.86 | 2.1B | 1.17x | 3.0% | 2.6% | 18.7x | 6.8x | +3.40% | +3.13% |
ONDS | 10.32 | +2.34% | 0.57 — 15.28 | 2.0B | 3.16x | -1.0% | -0.8% | 176.1x | 8.5x | +1.72% | +1.89% |
BAC | 49.73 | -0.20% | 33.07 — 57.55 | 2.0B | 0.52x | 8.3% | 17.2% | 1.9x | 1.2x | -0.17% | -0.15% |
APH | 134.40 | -7.98% | 56.45 — 167.04 | 2.0B | 1.41x | 2.6% | 3.3% | 7.2x | 12.2x | -8.59% | -0.04% |
WDC | 268.98 | -3.83% | 28.83 — 309.90 | 2.0B | 0.72x | 4.2% | 2.9% | 8.5x | 12.4x | -4.44% | +0.05% |
COST | 1,002.20 | -0.85% | 844.06 — 1,067.08 | 2.0B | 0.50x | 1.9% | 3.3% | 1.6x | 14.7x | +0.29% | -0.13% |
MA | 521.00 | +0.73% | 465.59 — 601.77 | 2.0B | 0.75x | 3.3% | 3.8% | 14.1x | 59.5x | +0.77% | +0.53% |
Japan — TSE (300)
1/6
300 stocks| Symbol | Price | Change | 52W Range | Turnover | TO Ratio | E/P | CFO/P | P/S | P/B | Sector Ex | Ind Ex |
|---|---|---|---|---|---|---|---|---|---|---|---|
285AKioxia Holdings Corporation | 20,200.00 | -6.11% | 1,510.00 — 24,420.00 | 746.5B | 1.78x | 2.5% | 4.3% | 6.5x | 11.2x | -3.07% | -3.14% |
5803Fujikura Ltd. | 27,350.00 | -3.78% | 3,592.00 — 29,100.00 | 454.3B | 1.15x | 1.2% | 1.5% | 7.7x | 14.0x | -0.56% | -0.23% |
5016JX Advanced Metals Corporation | 4,304.00 | -1.19% | 650.00 — 4,425.00 | 404.5B | 2.35x | 1.7% | 5.4% | 5.6x | 5.2x | +2.03% | +2.36% |
1570NEXT FUNDS Nikkei 225 Leveraged Index Exchange Traded Fund | 53,190.00 | -8.61% | 16,565.00 — 59,220.00 | 302.1B | — | — | — | — | — | -8.70% | -8.70% |
5801Furukawa Electric Co.,Ltd. | 29,230.00 | -1.98% | 3,647.00 — 30,740.00 | 264.7B | 1.05x | 1.6% | 2.9% | 1.7x | 5.2x | +1.24% | +1.57% |
6857ADVANTEST CORPORATION | 25,725.00 | -0.29% | 4,703.00 — 29,345.00 | 245.7B | 1.11x | 0.9% | 1.5% | 24.0x | 27.7x | +2.75% | +2.68% |
7203TOYOTA MOTOR CORPORATION | 3,702.00 | -6.14% | 2,226.50 — 4,000.00 | 188.5B | 1.11x | 9.9% | 7.7% | 1.0x | 1.2x | -2.54% | -2.47% |
8306Mitsubishi UFJ Financial Group,Inc. | 2,775.00 | -1.60% | 1,310.00 — 3,087.00 | 176.3B | 0.88x | 5.9% | 0.0% | 2.3x | 1.4x | -0.13% | -0.13% |
6146DISCO CORPORATION | 73,030.00 | -2.51% | 22,640.00 — 81,000.00 | 161.6B | 1.19x | 1.6% | 1.5% | 20.1x | 14.6x | +0.51% | +0.51% |
6920Lasertec Corporation | 34,220.00 | -0.20% | 10,245.00 — 40,320.00 | 158.8B | 0.96x | 2.8% | 2.5% | 12.2x | 13.6x | +2.84% | +2.77% |
7011Mitsubishi Heavy Industries,Ltd. | 4,922.00 | -5.26% | 1,977.50 — 5,208.00 | 153.3B | 0.89x | 1.5% | 3.2% | 3.3x | 5.9x | -2.24% | -2.24% |
9984SoftBank Group Corp. | 3,992.00 | -1.33% | 3,730.00 — 27,695.00 | 150.5B | 1.10x | 5.1% | 0.9% | 3.1x | 1.2x | +0.66% | +0.66% |
5706Mitsui Kinzoku Company,Limited | 36,130.00 | -6.59% | 3,255.00 — 38,990.00 | 139.9B | 1.11x | 3.1% | 3.7% | 2.9x | 5.6x | -3.37% | -3.04% |
8035Tokyo Electron Limited | 42,600.00 | -2.14% | 16,560.00 — 46,600.00 | 138.2B | 1.24x | 2.8% | 3.0% | 8.0x | 9.7x | +0.90% | +0.83% |
5802Sumitomo Electric Industries,Ltd. | 10,325.00 | -4.97% | 1,620.00 — 10,940.00 | 122.4B | 1.25x | 2.4% | 5.0% | 1.7x | 3.0x | -1.75% | -1.42% |
8411Mizuho Financial Group,Inc. | 6,500.00 | -4.55% | 2,688.00 — 7,960.00 | 120.3B | 1.35x | 5.5% | -23.8% | 1.8x | 1.4x | -3.08% | -3.08% |
3110NITTO BOSEKI CO.,LTD. | 23,330.00 | -7.16% | 3,025.00 — 28,660.00 | 114.0B | 1.64x | 1.5% | 2.3% | 7.8x | 5.0x | -4.53% | -3.94% |
8316Sumitomo Mitsui Financial Group,Inc. | 5,562.00 | -2.88% | 2,560.50 — 6,284.00 | 110.0B | 0.92x | 5.5% | 22.8% | 2.1x | 1.4x | -1.41% | -1.41% |
6758SONY GROUP CORPORATION | 3,368.00 | -6.26% | 2,980.50 — 4,776.00 | 102.2B | 1.42x | 5.7% | 11.6% | 1.6x | 2.4x | -3.22% | -3.29% |
8058Mitsubishi Corporation | 5,315.00 | -0.17% | 2,257.00 — 5,372.00 | 98.0B | 1.39x | 4.8% | 8.4% | 1.1x | 2.0x | +1.83% | +1.83% |
6501Hitachi,Ltd. | 4,815.00 | -5.01% | 2,590.00 — 6,039.00 | 97.5B | 1.20x | 2.8% | 5.4% | 2.2x | 3.3x | -1.97% | -2.04% |
5713Sumitomo Metal Mining Co.,Ltd. | 11,995.00 | -8.08% | 2,374.50 — 13,300.00 | 87.2B | 0.84x | 0.5% | 4.6% | 2.0x | 1.5x | -4.86% | -4.53% |
4004Resonac Holdings Corporation | 12,540.00 | +0.40% | 2,235.00 — 12,500.00 | 86.6B | 2.01x | 1.3% | 5.7% | 1.7x | 3.1x | +3.17% | +3.21% |
9983FAST RETAILING CO.,LTD. | 64,890.00 | -4.22% | 41,650.00 — 69,950.00 | 77.1B | 1.27x | 2.2% | 2.9% | 5.9x | 7.8x | -2.07% | -2.07% |
7012Kawasaki Heavy Industries,Ltd. | 17,285.00 | -5.93% | 5,980.00 — 18,765.00 | 76.4B | 0.83x | 3.0% | 5.2% | 1.4x | 3.3x | -2.33% | -2.26% |
7013IHI Corporation | 4,215.00 | -4.87% | 2,462.50 — 18,065.00 | 76.2B | 0.72x | 2.5% | 4.0% | 2.8x | 7.6x | -1.85% | -1.85% |
6503Mitsubishi Electric Corporation | 5,634.00 | -6.01% | 2,267.00 — 6,060.00 | 76.1B | 2.45x | 2.8% | 4.0% | 2.1x | 2.7x | -2.97% | -3.04% |
6201TOYOTA INDUSTRIES CORPORATION | 20,545.00 | +0.05% | 10,250.00 — 20,765.00 | 75.1B | 1.50x | 4.3% | 2.8% | 1.5x | 1.0x | +3.65% | +3.72% |
4506Sumitomo Pharma Co.,Ltd. | 1,959.00 | -19.10% | 500.00 — 3,288.00 | 71.0B | 3.23x | 3.0% | 2.1% | 1.9x | 2.7x | -16.19% | -16.19% |
7974Nintendo Co.,Ltd. | 8,588.00 | -1.76% | 8,326.00 — 14,795.00 | 69.5B | 0.69x | 2.8% | 0.1% | 8.6x | 3.4x | +0.23% | +0.23% |
8031MITSUI & CO.,LTD. | 5,959.00 | -1.34% | 2,365.50 — 6,047.00 | 64.1B | 0.97x | 5.3% | 6.0% | 1.2x | 2.0x | +0.66% | +0.66% |
6098Recruit Holdings Co.,Ltd. | 6,784.00 | +1.44% | 6,040.00 — 9,563.00 | 63.4B | 1.70x | 4.3% | 6.4% | 2.7x | 6.1x | +3.43% | +3.43% |
7003MITSUI E&S Co.,Ltd. | 7,785.00 | -4.23% | 1,141.00 — 8,224.00 | 60.6B | 1.35x | 5.0% | 1.9% | 2.5x | 3.8x | -1.21% | -1.21% |
6981Murata Manufacturing Co.,Ltd. | 3,730.00 | -8.24% | 1,825.50 — 4,322.00 | 59.0B | 1.53x | 3.4% | 6.7% | 3.9x | 2.6x | -5.20% | -5.27% |
4063Shin-Etsu Chemical Co.,Ltd. | 6,117.00 | -3.26% | 3,425.00 — 6,323.00 | 58.2B | 0.98x | 4.7% | 7.7% | 4.5x | 2.5x | -0.49% | -0.45% |
1605INPEX CORPORATION | 4,017.00 | -0.35% | 1,651.00 — 4,210.00 | 57.9B | 0.70x | 8.4% | 14.8% | 2.3x | 0.9x | +3.30% | +2.69% |
4062IBIDEN CO.,LTD. | 8,618.00 | -8.01% | 2,956.00 — 15,445.00 | 56.5B | 0.97x | 1.4% | 4.9% | 6.5x | 4.4x | -4.97% | -5.04% |
6965HAMAMATSU PHOTONICS K.K. | 2,143.00 | +3.85% | 1,116.50 — 2,115.00 | 54.8B | 4.88x | 2.3% | 6.0% | 3.0x | 2.0x | +6.89% | +6.82% |
6861KEYENCE CORPORATION | 62,920.00 | -1.81% | 49,780.00 — 68,610.00 | 53.7B | 1.14x | 2.6% | 2.7% | 14.4x | 4.6x | +1.23% | +1.16% |
6762TDK Corporation | 2,094.00 | -10.38% | 1,165.00 — 2,757.50 | 52.3B | 2.02x | 4.2% | 11.2% | 1.8x | 1.9x | -7.34% | -7.41% |
7267HONDA MOTOR CO.,LTD. | 1,491.00 | -3.99% | 1,156.00 — 1,730.00 | 52.0B | 1.26x | 14.4% | 5.0% | 0.3x | 0.5x | -0.39% | -0.32% |
3103UNITIKA LTD. | 1,649.00 | -15.48% | 124.00 — 2,200.00 | 49.9B | 0.69x | -25.5% | 6.6% | 0.8x | 2.1x | -12.71% | -12.57% |
9104Mitsui O.S.K.Lines,Ltd. | 6,006.00 | -0.71% | 4,293.00 — 6,080.00 | 47.8B | 0.59x | 20.6% | 17.5% | 1.2x | 0.8x | +0.68% | -2.48% |
6834SEIKOH GIKEN Co.,Ltd. | 27,450.00 | +14.81% | 2,534.00 — 25,700.00 | 47.7B | 5.87x | 0.9% | 1.3% | 12.3x | 7.8x | +17.85% | +17.78% |
8001ITOCHU Corporation | 2,154.00 | -3.43% | 1,915.00 — 9,899.00 | 47.2B | 1.34x | 5.8% | 6.6% | 1.0x | 2.2x | -1.43% | -1.43% |
1321NEXT FUNDS Nikkei 225 Exchange Traded Fund | 58,450.00 | -4.37% | 32,110.00 — 61,670.00 | 43.8B | — | — | — | — | — | -4.46% | -4.46% |
6701NEC Corporation | 4,168.00 | -2.57% | 2,660.50 — 16,200.00 | 42.6B | 0.97x | 3.1% | 6.2% | 1.6x | 2.6x | +0.47% | +0.40% |
6227AIMECHATEC,Ltd. | 19,330.00 | +1.84% | 2,025.00 — 27,930.00 | 42.0B | 1.61x | 0.3% | 1.3% | 5.8x | 9.6x | +4.86% | +4.86% |
4182Mitsubishi Gas Chemical Company,Inc. | 4,985.00 | +5.04% | 1,918.00 — 4,746.00 | 39.8B | 3.34x | 4.7% | 7.8% | 1.3x | 1.4x | +7.81% | +7.85% |
9501Tokyo Electric Power Company Holdings,Incorporated | 637.40 | -4.55% | 360.00 — 939.40 | 39.5B | 0.85x | 15.8% | 35.4% | 0.1x | 0.3x | -2.88% | -2.88% |
Turnover Velocity Analysis
Top 30 stocks by turnover acceleration ratio — today vs yesterday. Faster turnover may signal institutional activity.
Turnover Velocity — Today vs Yesterday
Top 30 by acceleration ratio. Higher ratio = faster capital rotation vs previous session.
4591JP
RIBOMIC Inc.
Yesterday35.2M
Today5.1B
Ratio143.84x
4216JP
ASAHI YUKIZAI CORPORATION
Yesterday150.2M
Today5.7B
Ratio37.79x
AVAVUS
Yesterday221.5M
Today3.1B
Ratio13.85x
RAPTUS
Yesterday52.4M
Today645.2M
Ratio12.32x
5985JP
SUNCALL CORPORATION
Yesterday895.2M
Today5.4B
Ratio6.00x
6834JP
SEIKOH GIKEN Co.,Ltd.
Yesterday8.1B
Today47.7B
Ratio5.87x
6965JP
HAMAMATSU PHOTONICS K.K.
Yesterday11.2B
Today54.8B
Ratio4.88x
RCATUS
Yesterday112.9M
Today541.4M
Ratio4.79x
VGUS
Yesterday113.3M
Today527.3M
Ratio4.65x
6613JP
QD Laser,Inc.
Yesterday3.8B
Today15.5B
Ratio4.11x
4182JP
Mitsubishi Gas Chemical Company,Inc.
Yesterday11.9B
Today39.8B
Ratio3.34x
4506JP
Sumitomo Pharma Co.,Ltd.
Yesterday22.0B
Today71.0B
Ratio3.23x
ONDSUS
Yesterday649.1M
Today2.0B
Ratio3.16x
VIAVUS
Yesterday206.4M
Today594.3M
Ratio2.88x
6777JP
santec Holdings Corporation
Yesterday5.7B
Today15.5B
Ratio2.72x
2702JP
McDonald's Holdings Company(Japan),Ltd.
Yesterday2.5B
Today6.8B
Ratio2.69x
4980JP
Dexerials Corporation
Yesterday6.1B
Today15.8B
Ratio2.59x
CVEUS
Yesterday269.3M
Today692.5M
Ratio2.57x
OXYUS
Yesterday691.8M
Today1.8B
Ratio2.57x
AESUS
Yesterday453.6M
Today1.1B
Ratio2.53x
ONONUS
Yesterday173.5M
Today426.1M
Ratio2.46x
6503JP
Mitsubishi Electric Corporation
Yesterday31.0B
Today76.1B
Ratio2.45x
4751JP
CyberAgent,Inc.
Yesterday3.7B
Today9.0B
Ratio2.44x
MDBUS
Yesterday591.8M
Today1.4B
Ratio2.42x
6941JP
YAMAICHI ELECTRONICS CO.,LTD.
Yesterday2.3B
Today5.6B
Ratio2.38x
5016JP
JX Advanced Metals Corporation
Yesterday172.4B
Today404.5B
Ratio2.35x
CNQUS
Yesterday348.6M
Today785.5M
Ratio2.25x
4368JP
FUSO CHEMICAL CO.,LTD.
Yesterday2.5B
Today5.7B
Ratio2.25x
COPUS
Yesterday1.0B
Today2.3B
Ratio2.24x
7777JP
3-D Matrix,Ltd.
Yesterday4.4B
Today9.6B
Ratio2.19x
Fundamental Ratios
Comparing E/P, CFO/P, P/S, and P/B across top stocks by turnover. Higher E/P and CFO/P suggest better value.
Fundamental Ratios — Top 20 by E/P (%)
United States
Japan
Excess Returns Analysis
Each stock's performance against its own sector and industry benchmarks — identifying true alpha generators.
Excess Return Scatter — Sector vs Industry (Top 100 by magnitude)
Top-right quadrant: outperforming both sector and industry benchmarks
United States
Japan
Outperformers (39)
AXTIUS
+22.87%+22.47%
AAOIUS
+19.00%+18.60%
VIAVUS
+18.78%+18.38%
4591JP
+18.03%+18.03%
6834JP
+17.85%+17.78%
6613JP
+17.03%+16.96%
RCATUS
+16.81%+16.32%
VGUS
+17.96%+14.47%
COHRUS
+15.59%+12.10%
5985JP
+13.50%+12.90%
CRCLUS
+14.49%+10.27%
1671JP
+10.84%+10.84%
HIMSUS
+14.37%+4.32%
1360JP
+9.09%+9.09%
1357JP
+8.90%+8.90%
Underperformers (60)
MDBUS
-25.77%-26.26%
4506JP
-16.19%-16.19%
AVAVUS
-16.10%-10.21%
3103JP
-12.71%-12.57%
6330JP
-10.17%-10.03%
5817JP
-9.47%-9.14%
6787JP
-9.07%-9.14%
NCLHUS
-11.23%-6.55%
1458JP
-8.81%-8.81%
1568JP
-8.80%-8.80%
1579JP
-8.74%-8.74%
1365JP
-8.71%-8.71%
1570JP
-8.70%-8.70%
CRDOUS
-7.18%-7.58%
6762JP
-7.34%-7.41%
Sector & Industry Pivot
Aggregated view by sector or industry — turnover, returns, acceleration, and fundamental averages.
Sector Aggregation — 30 groups
| Sector | Stocks | Total Turnover | Accel | Avg Return | Avg Excess | Avg E/P | Avg P/S |
|---|---|---|---|---|---|---|---|
| 電機・精密 | 50 | 2.5T | 41/50 | -3.08% | -0.03% | 3.22% | 5.06x |
| 鉄鋼・非鉄 | 16 | 1.6T | 10/16 | -5.13% | -1.91% | 4.16% | 2.09x |
| 機械 | 23 | 741.9B | 17/23 | -3.61% | -0.59% | 2.88% | 3.81x |
| 情報通信・サービスその他 | 29 | 581.0B | 15/29 | -2.12% | -0.13% | 4.03% | 5.44x |
| 自動車・輸送機 | 20 | 570.0B | 13/20 | -5.63% | -2.03% | 5.19% | 0.88x |
| その他 | 18 | 559.8B | 0/18 | -1.91% | -2% | 6.6% | 9.03x |
| 銀行 | 13 | 550.3B | 3/13 | -2.33% | -0.86% | 5.15% | 3.61x |
| 素材・化学 | 24 | 426.0B | 16/24 | -4.17% | -1.4% | 2.83% | 1.77x |
| 商社・卸売 | 10 | 374.8B | 7/10 | -1.97% | +0.03% | 2.37% | 5.98x |
| 建設・資材 | 23 | 326.4B | 16/23 | -3.61% | -0.98% | 3.83% | 1.81x |
| 医薬品 | 12 | 215.4B | 7/12 | -1.68% | +1.23% | 0.82% | 472.66x |
| 小売 | 14 | 212.3B | 14/14 | -3.97% | -1.96% | 3.49% | 2.06x |
| Technology | 91 | 207.9B | 24/91 | +0.86% | +0.25% | 2.07% | 16.04x |
| 金融（除く銀行） | 12 | 205.7B | 6/12 | -3.42% | -1.22% | 7.48% | 2.19x |
| 運輸・物流 | 10 | 186.9B | 5/10 | -2.93% | -1.54% | 11.54% | 1.25x |
| エネルギー資源 | 6 | 118.3B | 0/6 | -3.99% | -0.34% | 7.11% | 1.07x |
| 電気・ガス | 7 | 96.1B | 5/7 | -1.39% | +0.48% | 11.04% | 0.64x |
| 食品 | 8 | 90.8B | 5/8 | -2.39% | -0.8% | 5.31% | 1.64x |
| 不動産 | 5 | 68.3B | 4/5 | -4.08% | -1.9% | 5.6% | 2.44x |
| Financials | 38 | 53.6B | 7/38 | +0.91% | +0.95% | 6.06% | 10.04x |
| Consumer Discretionary | 24 | 50.9B | 7/24 | -1.48% | -0.43% | 2.6% | 3.5x |
| Communication Services | 13 | 40.4B | 0/13 | -0.34% | +0.76% | -3.15% | 3.71x |
| Industrials | 33 | 33.5B | 13/33 | -0.48% | -1.05% | 3.4% | 6.29x |
| Healthcare | 28 | 28.6B | 8/28 | -0.27% | +0.75% | 2.38% | 8.86x |
| Energy | 13 | 19.4B | 10/13 | +2.92% | +0.6% | 5.92% | 2.04x |
| Materials | 17 | 13.9B | 7/17 | +0.77% | +0.64% | 2.19% | 7.66x |
| Consumer Staples | 11 | 11.8B | 0/11 | -2.09% | -0.95% | 3.7% | 4.49x |
| Utilities | 16 | 11.0B | 6/16 | +0.89% | +0.69% | 5.68% | 3.41x |
| (No Sector) | 13 | 8.8B | 10/13 | +0.7% | +0% | -0.02% | 39.27x |
| Real Estate | 3 | 1.6B | 0/3 | -0.15% | +0.32% | 2.46% | 11.64x |
AIAgentic AI Framework Evaluation
Comparing OpenClaw, CrewAI, LangGraph, and OpenAI Agents SDK for qualitative financial research.
Agentic AI for Research
Evaluating frameworks to build an autonomous qualitative research agent.
Agentic AI Framework Comparison
OpenClaw
Personal AI Agent
Best For
Daily assistance & automation
LanguageTypeScript
DifficultyEasy
For This Project
Not designed for multi-agent research; would require significant custom development.
CrewAI
Multi-agent orchestration
Best For
Team-based AI workflows
LanguagePython
DifficultyMedium
For This Project
A strong contender, but the OpenAI Agents SDK offers more direct examples for financial research.
LangGraph
Stateful agent graphs
Best For
Complex, branching workflows
LanguagePython/JS
DifficultyHard
For This Project
Very powerful but has a steep learning curve and may be overly complex for initial needs.
Recommended
OpenAI Agents SDK
Agent Development Kit
Best For
Building custom, tool-augmented agents
LanguagePython
DifficultyMedium
For This Project
Recommended. Offers a flexible foundation for building a sophisticated financial research agent.
Recommended Architecture & Roadmap
Google Cloud architecture for publishing stock data and deploying agentic AI.
Recommended Architecture — Google Cloud Platform
Deployment Layer
Docker + Google Cloud Run
Docker ContainerizationCloud Run ServerlessCI/CD via Cloud Build
Application Layer
Python + OpenAI Agents SDK + Streamlit
Agentic AI Research AgentStreamlit DashboardQualitative Analysis Engine
Data Layer
Google BigQuery
JSON Data Migration52W Highs/Lows CacheTurnover & Fundamentals Store
→→Data flows upward through the stack
Implementation Roadmap
Step 1Completed
Set up Google Cloud Project
Create a new project in the Google Cloud Console and enable the required APIs.
Step 2In Progress
Migrate Data to BigQuery
Create dataset and table in BigQuery matching your JSON schema. Load JSON files.
Step 3Upcoming
Develop the Agentic AI
Using OpenAI Agents SDK, develop a Python agent for qualitative analysis.
Step 4Upcoming
Build the Streamlit Dashboard
Create a multi-page Streamlit app connecting to BigQuery.
Step 5Upcoming
Containerize the Application
Write a Dockerfile to package the application.
Step 6Upcoming
Deploy to Google Cloud Run
Build, push to Artifact Registry, and deploy on Cloud Run.