Asia Pac ECM and Index Rebal, Shenton Research

Ke Yan, CFA, FRM

Asia Pac ECM and Index Rebal

Asia Pac IPO & Placement Research, China Biotech

DZT Research

DZT Research is an independent Asia Pacific equity specialist. Our quantitative research covers index rebalancing flows, alongside exchange data analytics accross Asia Pacific. On the equity capital markets side, we focus on Asia Pacific ECM, especially biotech and TMT. Our lead analyst is frequently cited by international media.

Quantitative Analysis

<ul>
<li>We analyzed the changes in foreign holdings of TWSE Stocks as of Nov 28th. The aggregated holding was USD1,346.9bn.</li>
<li>We estimate that foreign flows to be outflows of USD1,288mln. We tabulate the league tables for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.</li>
<li>We highlight changes of foreign holdings in TSMC, WT Microelectronics, Hon Hai Precision, Fubon Financial, MediaTek, Wt Microelectronics, Mediatek, TSMC, Hon Hai Precision, Fubon Financial.</li>
</ul>


We analyzed the changes in foreign holdings of TWSE Stocks as of Nov 28th. The aggregated holding was USD1,346.9bn.
We estimate that foreign flows to be outflows of USD1,288mln. We tabulate the league tables for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
We highlight changes of foreign holdings in TSMC, WT Microelectronics, Hon Hai Precision, Fubon Financial, MediaTek, Wt Microelectronics, Mediatek, TSMC, Hon Hai Precision, Fubon Financial.


TWSE Foreign Holding Weekly (Nov 28th): TSMC, WT Microelectronics, Hon Hai Precision

<ul>
<li>We analyzed the changes in short interest of TWSE Stocks as of Nov 28th. The aggregated short interest was USD28.1bn.</li>
<li>We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases &amp; decreases in short value, short as multiple of ADT.</li>
<li>We highlight short interest changes in Lite-On Technology, King Yuan Electronics, ASE Industrial, Acer, Jentech Precision Industrial, Lite-On Technology, King Yuan Electronics, ASE Industrial, Acer, Jentech Precision Industrial.</li>
</ul>


We analyzed the changes in short interest of TWSE Stocks as of Nov 28th. The aggregated short interest was USD28.1bn.
We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases &amp; decreases in short value, short as multiple of ADT.
We highlight short interest changes in Lite-On Technology, King Yuan Electronics, ASE Industrial, Acer, Jentech Precision Industrial, Lite-On Technology, King Yuan Electronics, ASE Industrial, Acer, Jentech Precision Industrial.


TWSE Short Interest Weekly (Nov 28th): Lite-On Technology, King Yuan Electronics, ASE Industrial

Managing Director, Zero One, Zero One

Vincent Fernando, CFA

Managing Director, Zero One

Zero One

Founded in 2015, Zero One produces independent investment research and provides corporate finance advisory services with a focus on both listed and private technology companies. Founder Vincent Fernando has over 20 years of experience in US and Asia capital markets.

Independent Investment Research

Equity Bottom-Up

<ul>
<li>AI PCs turning the PC refresh into a gradual, extended up-cycle</li>
<li>Memory inflation is one of the major margin risks for PC makers in 2026</li>
<li>Dell's server business indicates AI factory build-outs becoming a multi-year investment cycle. Remain long Dell, Asustek, Acer.</li>
</ul>


AI PCs turning the PC refresh into a gradual, extended up-cycle
Memory inflation is one of the major margin risks for PC makers in 2026
Dell's server business indicates AI factory build-outs becoming a multi-year investment cycle. Remain long Dell, Asustek, Acer.


PC Monitor: Dell/HP Results Support PC Up-Cycle Into 2026E

<ul>
<li>We analyzed the changes in foreign holdings of TWSE Stocks as of Nov 21st. The aggregated holding was USD1,288.6bn.</li>
<li>We estimate that foreign flows to be outflows of USD4,241mln. We tabulate the league tables for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.</li>
<li>We highlight changes of foreign holdings in TSMC, Hon Hai Precision, Fubon Financial, ASE Industrial, Alchip Technologies, Ase Industrial, TSMC, Hon Hai Precision, Fubon Financial, Alchip Technologies.</li>
</ul>


We analyzed the changes in foreign holdings of TWSE Stocks as of Nov 21st. The aggregated holding was USD1,288.6bn.
We estimate that foreign flows to be outflows of USD4,241mln. We tabulate the league tables for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
We highlight changes of foreign holdings in TSMC, Hon Hai Precision, Fubon Financial, ASE Industrial, Alchip Technologies, Ase Industrial, TSMC, Hon Hai Precision, Fubon Financial, Alchip Technologies.


TWSE Foreign Holding Weekly (Nov 21st): TSMC, Hon Hai Precision, Fubon Financial, ASE Industrial

<ul>
<li>We analyzed the changes in short interest of TWSE Stocks as of Nov 21st. The aggregated short interest was USD28.0bn.</li>
<li>We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases &amp; decreases in short value, short as multiple of ADT.</li>
<li>We highlight short interest changes in King Yuan Electronics, MediaTek, Asustek Computer, Nan Ya Plastics, Zhen Ding Technology, King Yuan Electronics, MediaTek, Asustek Computer, Nan Ya Plastics, Zhen Ding Technology.</li>
</ul>


We analyzed the changes in short interest of TWSE Stocks as of Nov 21st. The aggregated short interest was USD28.0bn.
We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases &amp; decreases in short value, short as multiple of ADT.
We highlight short interest changes in King Yuan Electronics, MediaTek, Asustek Computer, Nan Ya Plastics, Zhen Ding Technology, King Yuan Electronics, MediaTek, Asustek Computer, Nan Ya Plastics, Zhen Ding Technology.


TWSE Short Interest Weekly (Nov 21st): King Yuan Electronics, MediaTek, Asustek Computer

Taiwan

Asustek Computer Inc. manufactures and markets computer motherboards, interface cards, notebook computers, and other related products.

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Asustek Computer (2357 TT)

TWSE Foreign Holding Weekly (Nov 28th): TSMC, WT Microelectronics, Hon Hai Precision

We analyzed TWSE foreign holding data for the past week and highlighted foreign holding changes in TSMC (2330 TT), WT Microelectronics (3036 TT),...

Ke Yan, CFA, FRM

TWSE Short Interest Weekly (Nov 28th): Lite-On Technology, King Yuan Electronics, ASE Industrial

We analyzed TWSE short interest report for the past week and highlighted short interest changes in Lite-On Technology (2301 TT), King Yuan...

Ke Yan, CFA, FRM

PC Monitor: Dell/HP Results Support PC Up-Cycle Into 2026E

AI PCs are driving a gradual extended PC refresh cycle, with memory inflation posing a margin risk for PC makers in 2026E.

Vincent Fernando, CFA

TWSE Foreign Holding Weekly (Nov 21st): TSMC, Hon Hai Precision, Fubon Financial, ASE Industrial

We analyzed TWSE foreign holding data for the past week and highlighted foreign holding changes in TSMC (2330 TT), Hon Hai Precision (2317 TT),...

Ke Yan, CFA, FRM

TWSE Short Interest Weekly (Nov 21st): King Yuan Electronics, MediaTek, Asustek Computer

We analyzed TWSE short interest report for the past week and highlighted short interest changes in King Yuan Electronics (2449 TT), MediaTek (2454...

Ke Yan, CFA, FRM

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

TWSE Foreign Holding Weekly (Nov 28th): TSMC, WT Microelectronics, Hon Hai Precision

We analyzed TWSE foreign holding data for the past week and highlighted foreign holding changes in TSMC (2330 TT), WT Microelectronics (3036 TT),...

Ke Yan, CFA, FRM

TWSE Short Interest Weekly (Nov 28th): Lite-On Technology, King Yuan Electronics, ASE Industrial

We analyzed TWSE short interest report for the past week and highlighted short interest changes in Lite-On Technology (2301 TT), King Yuan...

Ke Yan, CFA, FRM

PC Monitor: Dell/HP Results Support PC Up-Cycle Into 2026E

​AI PCs are driving a gradual extended PC refresh cycle, with memory inflation posing a margin risk for PC makers in 2026E.

Vincent Fernando, CFA

TWSE Foreign Holding Weekly (Nov 21st): TSMC, Hon Hai Precision, Fubon Financial, ASE Industrial

We analyzed TWSE foreign holding data for the past week and highlighted foreign holding changes in TSMC (2330 TT), Hon Hai Precision (2317 TT),...

Ke Yan, CFA, FRM

TWSE Short Interest Weekly (Nov 21st): King Yuan Electronics, MediaTek, Asustek Computer

We analyzed TWSE short interest report for the past week and highlighted short interest changes in King Yuan Electronics (2449 TT), MediaTek (2454...

Ke Yan, CFA, FRM

AI PCs are driving a gradual extended PC refresh cycle, with memory inflation posing a margin risk for PC makers in 2026E.