Category

Quantitative Analysis

Daily Brief Quantitative Analysis: CSI 100 Index Earning Revision (Jul): Wuxi Apptec and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • CSI 100 Index Earning Revision (Jul): Wuxi Apptec, Ping An Insurance, Muyuan Foods
  • Hong Kong Buybacks Weekly (Aug 1st): Vitasoy, Shoucheng, Yum China
  • Hong Kong Connect Flows (July): Near $15bn Inflows


CSI 100 Index Earning Revision (Jul): Wuxi Apptec, Ping An Insurance, Muyuan Foods

By Ke Yan, CFA, FRM

  • We analysed the earning revision of component stocks of CSI 100 in the past month.
  • We tabulated stocks with the top impact on index’s EPS, stocks’ EPS revision, and revenue revision.
  • We highlighted EPS revision on Wuxi Apptec, Ping An Insurance, Muyuan Foods, Jiangsu Hengrui Medicine, China Vanke, Tongwei.

Hong Kong Buybacks Weekly (Aug 1st): Vitasoy, Shoucheng, Yum China

By Ke Yan, CFA, FRM

  • We analyze statistics on top repurchases over one week, one month, one quarter and one year periods ended on Aug 1st based on HKEx daily reports.
  • In the past 7 days, the top 3 companies that repurchased the most shares from the market were Vitasoy (345 HK), Shoucheng (697 HK), Yum China (9987 HK).
  • In the past 30 days, the top 3 companies that repurchased the most shares from the market were Tencent (700 HK), AIA (1299 HK), Wuxi Biologics (2269 HK).

Hong Kong Connect Flows (July): Near $15bn Inflows

By Ke Yan, CFA, FRM

  • We analyze the monthly Hong Kong Connect flows with our data engine.
  • We tabulate the top stocks by inflows, outflows, and holding by mainland investors.
  • We highlight flows of CCB, China Life, SMIC, Meituan, China Mobile.

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Daily Brief Quantitative Analysis: HSCEI Index Earning Revision (Jul): CNOOC and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • HSCEI Index Earning Revision (Jul): CNOOC, Jd, Meituan, Bidu, BOC, J&T Express
  • ASX Short Interest Weekly (Jul 25th): Fortescue, BHP, Aristocrat Leisure, CSL, Bigtincan
  • HS TECH Index Earning Revision (Jul): Ntes, Jd, Bidu, Meituan, Li Auto, Hua Hong Semi
  • Reversal in Progress: Indonesian Financials Lose Their Shine


HSCEI Index Earning Revision (Jul): CNOOC, Jd, Meituan, Bidu, BOC, J&T Express

By Ke Yan, CFA, FRM

  • We analysed the earning revision of component stocks of HSCEI in the past month.
  • We tabulated stocks with the top impact on index’s EPS, stocks’ EPS revision, and revenue revision.
  • We highlighted EPS revision on CNOOC, Jd, Meituan, Bidu, BOC, J&T Express.

ASX Short Interest Weekly (Jul 25th): Fortescue, BHP, Aristocrat Leisure, CSL, Bigtincan

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of ASX Stocks as of Jul 25th (reported today). The aggregated short interest was USD26.0bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Fortescue, BHP, Aristocrat Leisure, CSL, Bigtincan.

HS TECH Index Earning Revision (Jul): Ntes, Jd, Bidu, Meituan, Li Auto, Hua Hong Semi

By Ke Yan, CFA, FRM

  • We analysed the earning revision of component stocks of HS TECH in the past month.
  • We tabulated stocks with the top impact on index’s EPS, stocks’ EPS revision, and revenue revision.
  • We highlighted EPS revision on Ntes – S, Jd, Bidu, Meituan, Li Auto, Hua Hong Semi, Kingdee Int’L.

Reversal in Progress: Indonesian Financials Lose Their Shine

By Steven Holden

  • Investor conviction is fading fast. Indonesian Financials have seen the steepest global drop in fund ownership over six months, falling to a four-year low in participation and weighting.
  • Once a top regional overweight, the sector has dropped to 12th in Asia, with its net overweight halving as sell-side pressure builds.
  • Bank Central Asia remains steady, but peers like Bank Rakyat and Bank Mandiri are seeing multi-year lows in ownership. Broader sentiment looks fragile.

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Daily Brief Quantitative Analysis: KRX Short Interest Weekly (Jul 25th): LG Chem and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • KRX Short Interest Weekly (Jul 25th): LG Chem, Shinhan Group, Hanwha Ocean, Samsung Electronics, SCD
  • JPX Margin Trading Weekly (Jul 25th): Mitsubishi Heavy Industries, Fast Retailing


KRX Short Interest Weekly (Jul 25th): LG Chem, Shinhan Group, Hanwha Ocean, Samsung Electronics, SCD

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of KRX stocks as of Jul 25th. The aggregated short interest was USD9.7bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in LG Chem, Shinhan Group, Hanwha Ocean, Samsung Electronics, SCD.

JPX Margin Trading Weekly (Jul 25th): Mitsubishi Heavy Industries, Fast Retailing

By Ke Yan, CFA, FRM

  • We analyzed the changes in margin trading positions of JPX stocks as of Jul 25th. The aggregated net margin trading position is USD15,503m.
  • We tabulate league tables for top/bottom net long/short of margin trading by value, net margin buy as multiple of ADT.
  • We highlight net margin buy/sell changes in Mitsubishi Heavy Industries, Fast Retailing, Mitsubishi UFJ Financial, Toyota Motor, Lasertec, Sumitomo Mitsui Financial, Marui, Sanrio, Disco, Kawasaki Heavy Industries.

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Daily Brief Quantitative Analysis: A-H Premium Weekly (Jul 25th): Jiangxi Copper and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • A-H Premium Weekly (Jul 25th): Jiangxi Copper, Dongfang Electric, China Life
  • TWSE Foreign Holding Weekly (Jul 25th): Taishin Financial, Hon Hai Precision, TSMC, MediaTek
  • HK Short Interest Weekly: Kuaishou, Cspc Pharma, Galaxy Ent, ABC
  • KRX Foreign Holding Weekly (Jul 25th): Hanwha Aerospace, Samsung Electronics, Hanwha Ocean
  • HK Connect Flows Weekly (Jul 25th): China Life, China Mobile, CCB, Xiaomi, Kuaishou
  • Thailand Short Interest Weekly (Jul 25th): Intouch, CP ALL, Kasikornbank, Airports of Thailand
  • Bursa Short Interest Weekly (Jul 25th): Supermax, PPB, Sunway Construction, IJM, Cahya Mata Sarawak
  • TWSE Short Interest Weekly (Jul 25th): Jinan Acetate Chemical, LARGAN Precision, MiTAC


A-H Premium Weekly (Jul 25th): Jiangxi Copper, Dongfang Electric, China Life

By Ke Yan, CFA, FRM

  • We analyse the changes of A-H premium on 157 stocks over the last week. The average A-H premium was 58.2% as of Jul 25th.
  • The average A-H premium changed by -2.7ppt week-on-week, led by materials, communication services, financials and offset by consumer staples, real estate, health care.
  • We highlight weekly changes in A-H premium for Jiangxi Copper, Dongfang Electric, China Life, China Energy Engineering, Zhengzhou Coal Mining Machinery, China Railway Construction.

TWSE Foreign Holding Weekly (Jul 25th): Taishin Financial, Hon Hai Precision, TSMC, MediaTek

By Ke Yan, CFA, FRM

  • We analyzed the changes in foreign holdings of TWSE Stocks as of Jul 25th. The aggregated holding was USD1,172.5bn.
  • We estimate that foreign flows to be inflows of USD3,804mln. 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 Taishin Financial, Hon Hai Precision, TSMC, MediaTek, CTBC Financial, Taishin Financial, Hon Hai Precision, TSMC, Mediatek, Ctbc Financial.

HK Short Interest Weekly: Kuaishou, Cspc Pharma, Galaxy Ent, ABC

By Ke Yan, CFA, FRM

  • We analyzed the latest HK SFC report for aggregate short position as of Jul 18th.
  • Top short increases and decreases were tabulated for one week and four week period.
  • We highlight short changes in Kuaishou, Cspc Pharma, Galaxy Ent, ABC.

KRX Foreign Holding Weekly (Jul 25th): Hanwha Aerospace, Samsung Electronics, Hanwha Ocean

By Ke Yan, CFA, FRM

  • We analyzed the changes in foreign holdings of KRX stocks as of Jul 25th. The aggregated holding was USD646.8bn.
  • We estimate that foreign flows to be inflows of USD2,752mln. We tabulate the league table for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
  • We highlight changes of foreign holdings in Hanwha Aerospace, Samsung Electronics, Hanwha Ocean, Hyundai Motor, Celltrion.

HK Connect Flows Weekly (Jul 25th): China Life, China Mobile, CCB, Xiaomi, Kuaishou

By Ke Yan, CFA, FRM

  • We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of July 25th.
  • The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.
  • We highlight flows for China Life, China Mobile, CCB, Xiaomi, Kuaishou, China Energy Engineering, Pop Mart Intl, SMIC, ABC, Tencent.

Thailand Short Interest Weekly (Jul 25th): Intouch, CP ALL, Kasikornbank, Airports of Thailand

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of Stock Exchange of Thailand as of Jul 25th. We estimate that they had an aggregated short interest worth USD2.2bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Intouch, CP ALL, Kasikornbank, Airports of Thailand, Srisawad, Airports Of Thailand, Kasikornbank, CP ALL.

Bursa Short Interest Weekly (Jul 25th): Supermax, PPB, Sunway Construction, IJM, Cahya Mata Sarawak

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of Bursa stocks as of Jul 25th. The aggregated short interest is USD397m.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Supermax, PPB, Sunway Construction, IJM, Cahya Mata Sarawak.

TWSE Short Interest Weekly (Jul 25th): Jinan Acetate Chemical, LARGAN Precision, MiTAC

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of TWSE Stocks as of Jul 25th. The aggregated short interest was USD25.5bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Jinan Acetate Chemical, LARGAN Precision, MiTAC, CTBC Financial, Taishin Financial, Jinan Acetate Chemical, LARGAN Precision, MiTAC, CTBC Financial, Taishin Financial.

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Daily Brief Quantitative Analysis: Hong Kong Buybacks Weekly (Jul 25th): China Eastern Airlines and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • Hong Kong Buybacks Weekly (Jul 25th): China Eastern Airlines, Yum China, Vitasoy International


Hong Kong Buybacks Weekly (Jul 25th): China Eastern Airlines, Yum China, Vitasoy International

By Ke Yan, CFA, FRM

  • We analyze statistics on top repurchases over one week, one month, one quarter and one year periods ended on Jul 25th based on HKEx daily reports.
  • In the past 7 days, the top 3 companies that repurchased the most shares from the market were China Eastern Airlines (670 HK), Yum China (9987 HK), Vitasoy (345 HK).
  • In the past 30 days, the top 3 companies that repurchased the most shares from the market were Tencent (700 HK), AIA (1299 HK), Wuxi Biologics (2269 HK).

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Daily Brief Quantitative Analysis: JPX Margin Trading Weekly (Jul 18th): Lasertec and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • JPX Margin Trading Weekly (Jul 18th): Lasertec, Fujikura, Advantest, Sanrio, Ihi, Fast Retailing
  • ASX Short Interest Weekly (Jul 18th): JB Hi-Fi, James Hardie Industries, Amcor, Iluka Resources


JPX Margin Trading Weekly (Jul 18th): Lasertec, Fujikura, Advantest, Sanrio, Ihi, Fast Retailing

By Ke Yan, CFA, FRM

  • We analyzed the changes in margin trading positions of JPX stocks as of Jul 18th. The aggregated net margin trading position is USD17,250m.
  • We tabulate league tables for top/bottom net long/short of margin trading by value, net margin buy as multiple of ADT.
  • We highlight net margin buy/sell changes in Lasertec, Fujikura, Advantest, Sanrio, Ihi, Fast Retailing, Softbank, Seven & I, Mitsubishi Ufj Financial, Mitsubishi Heavy Industries.

ASX Short Interest Weekly (Jul 18th): JB Hi-Fi, James Hardie Industries, Amcor, Iluka Resources

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of ASX Stocks as of Jul 18th (reported today). The aggregated short interest was USD25.3bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in JB Hi-Fi, James Hardie Industries, Amcor, Iluka Resources, National Australia Bank.

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Daily Brief Quantitative Analysis: KRX Short Interest Weekly (Jul 18th): Kakaopay and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • KRX Short Interest Weekly (Jul 18th): Kakaopay, Korzinc, SK Hynix, Samsung Sds, Hanwha Aerospace


KRX Short Interest Weekly (Jul 18th): Kakaopay, Korzinc, SK Hynix, Samsung Sds, Hanwha Aerospace

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of KRX stocks as of Jul 18th. The aggregated short interest was USD9.4bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Kakaopay, Korzinc, SK Hynix, Samsung Sds, Hanwha Aerospace, Woori Financial, Alteogen, Samsung H.I..

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Daily Brief Quantitative Analysis: Quiddity HK Connect Northbound Tracker (Q2 2025 Vs 6 Previous Quarters) and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • Quiddity HK Connect Northbound Tracker (Q2 2025 Vs 6 Previous Quarters)


Quiddity HK Connect Northbound Tracker (Q2 2025 Vs 6 Previous Quarters)

By Travis Lundy

  • Last August, the mainland exchanges stopped providing data on Northbound positions and trading. They decided to show the data once a quarter.
  • We decided to add a tool to the repertoire to show this past quarter’s flows per Northbound-eligible stock in a variety of ways. This quarter? RMB +53.4mm net inflow.
  • Click on a name and get the quarterly chart of the desired metric (position, Flow (shares), Flow as % of float or shares out, etc)

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Daily Brief Quantitative Analysis: A-H Premium Weekly (Jul 18th): Livzon Pharmaceutical and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • A-H Premium Weekly (Jul 18th): Livzon Pharmaceutical, Cosco Shipping Development, Beigene
  • HK Connect Flows Weekly (Jul 18th): Meituan, CCB, Alibaba, Ping An Insurance, Akeso, Tencent, Xiaomi
  • HK Short Interest Weekly: Henderson Land, Giant Biogene, Innovent Bio, Xpeng
  • Thailand Short Interest Weekly (Jul 18th): Airports of Thailand, Intouch, Gulf Energy Development
  • TWSE Foreign Holding Weekly (Jul 18th): TSMC, Alchip Technologies, UMC, Asia Vital Components
  • TWSE Short Interest Weekly (Jul 18th): Unimicron Technology, Jinan Acetate Chemical, Ctbc Financial
  • Bursa Short Interest Weekly (Jul 18th): Top Glove, Axiata, Sunway, NationGate, Supermax
  • KRX Foreign Holding Weekly (Jul 18th): Samsung Electronics, Sksquare, SK Hynix, Naver


A-H Premium Weekly (Jul 18th): Livzon Pharmaceutical, Cosco Shipping Development, Beigene

By Ke Yan, CFA, FRM

  • We analyse the changes of A-H premium on 157 stocks over the last week. The average A-H premium was 60.8% as of Jul 18th.
  • The average A-H premium changed by -3.1ppt week-on-week, led by health care, information technology, financials and offset by real estate, consumer staples.
  • We highlight weekly changes in A-H premium for Livzon Pharmaceutical, Cosco Shipping Development, Beigene, China Railway Construction, CIMC, Innocare Pharma.

HK Connect Flows Weekly (Jul 18th): Meituan, CCB, Alibaba, Ping An Insurance, Akeso, Tencent, Xiaomi

By Ke Yan, CFA, FRM

  • We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of July 18th.
  • The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.
  • We highlight flows for Meituan, CCB, Alibaba, Ping An Insurance, Akeso, Tencent, Xiaomi, Pop Mart Intl, ABC, Xpeng.

HK Short Interest Weekly: Henderson Land, Giant Biogene, Innovent Bio, Xpeng

By Ke Yan, CFA, FRM

  • We analyzed the latest HK SFC report for aggregate short position as of Jul 11th.
  • Top short increases and decreases were tabulated for one week and four week period.
  • We highlight short changes in Henderson Land, Giant Biogene, Innovent Bio, Xpeng.

Thailand Short Interest Weekly (Jul 18th): Airports of Thailand, Intouch, Gulf Energy Development

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of Stock Exchange of Thailand as of Jul 18th. We estimate that they had an aggregated short interest worth USD2.2bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Airports of Thailand, Intouch, Gulf Energy Development, Home Product Center, Advanced Info Service, Airports Of Thailand, Gulf Energy Development, Advanced Info Service.

TWSE Foreign Holding Weekly (Jul 18th): TSMC, Alchip Technologies, UMC, Asia Vital Components

By Ke Yan, CFA, FRM

  • We analyzed the changes in foreign holdings of TWSE Stocks as of Jul 18th. The aggregated holding was USD1,172.9bn.
  • We estimate that foreign flows to be inflows of USD2,885mln. 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, Alchip Technologies, UMC, Asia Vital Components, Hon Hai Precision.

TWSE Short Interest Weekly (Jul 18th): Unimicron Technology, Jinan Acetate Chemical, Ctbc Financial

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of TWSE Stocks as of Jul 18th. The aggregated short interest was USD25.8bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Unimicron Technology, Jinan Acetate Chemical, Ctbc Financial.

Bursa Short Interest Weekly (Jul 18th): Top Glove, Axiata, Sunway, NationGate, Supermax

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of Bursa stocks as of Jul 18th. The aggregated short interest is USD386m.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Top Glove, Axiata, Sunway, NationGate, Supermax.

KRX Foreign Holding Weekly (Jul 18th): Samsung Electronics, Sksquare, SK Hynix, Naver

By Ke Yan, CFA, FRM

  • We analyzed the changes in foreign holdings of KRX stocks as of Jul 18th. The aggregated holding was USD636.7bn.
  • We estimate that foreign flows to be inflows of USD758mln. We tabulates the league table for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
  • We highlight changes of foreign holdings in Samsung Electronics, Sksquare, SK Hynix, Naver.

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Daily Brief Quantitative Analysis: Hong Kong Buybacks Weekly (Jul 18th): AIA and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • Hong Kong Buybacks Weekly (Jul 18th): AIA, Yum China, Cimc
  • ASX Short Interest Weekly (Jul 11th): Santos, Northern Star Resources, Technology One, Orora


Hong Kong Buybacks Weekly (Jul 18th): AIA, Yum China, Cimc

By Ke Yan, CFA, FRM

  • We analyze statistics on top repurchases over one week, one month, one quarter and one year periods ended on Jul 18th based on HKEx daily reports.
  • In the past 7 days, the top 3 companies that repurchased the most shares from the market were AIA (1299 HK), Yum China (9987 HK), Cimc (2039 HK).
  • In the past 30 days, the top 3 companies that repurchased the most shares from the market were Tencent (700 HK), AIA (1299 HK), Wuxi Biologics (2269 HK).

ASX Short Interest Weekly (Jul 11th): Santos, Northern Star Resources, Technology One, Orora

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of ASX Stocks as of Jul 11th (reported today). The aggregated short interest was USD25.3bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Santos, Northern Star Resources, Technology One, Orora.

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