CN107808261A - ACE decision-making stock analysis method and system - Google Patents

ACE decision-making stock analysis method and system Download PDF

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Publication number
CN107808261A
CN107808261A CN201711230159.2A CN201711230159A CN107808261A CN 107808261 A CN107808261 A CN 107808261A CN 201711230159 A CN201711230159 A CN 201711230159A CN 107808261 A CN107808261 A CN 107808261A
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volume
stroke count
singly
buy
yuan
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段赢方
谭振伟
胡强
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Shanghai Great Wisdom Mdt Infotech Ltd
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Shanghai Great Wisdom Mdt Infotech Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
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    • G06Q10/063Operations research, analysis or management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/04Trading; Exchange, e.g. stocks, commodities, derivatives or currency exchange

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Abstract

The invention provides a kind of ACE decision-makings stock analysis method and system, including:Gather the snapshot market in market, entrusted by pen;Trade orders account book corresponding to every contract note is calculated is entrusted according to the snapshot market collected, by pen;Classifying Sum is carried out according to the trade orders account book being calculated;Wherein, trade orders account book comprises at least contract note:Stock code, time, knock-down price, exchange hand, price precision, buy in ID and sell ID;Classifying Sum includes:Dealing direction is distinguished with buying in ID, selling ID, when the ID that buys in of a contract note is bought in more than when selling ID for initiative, otherwise sold for initiative, it is consistent to buy and sell direction, and buy in ID or sell the continuous contract note of ID identicals and be accumulated as one, statistics singly buys in volume, singly sells volume greatly, buys in stroke count and sell stroke count greatly.The present invention, which can monitor, in a few days enlivens dealer's funds flow, transaction direction, and investment reference is enriched for investor.

Description

ACE decision-making stock analysis method and system
Technical field
The present invention relates to technical field of data processing, in particular it relates to a kind of ACE decision-makings stock analysis method and system.
Background technology
ACE (Active Capital Estimate, volatile fund estimation) decision system is existing to be based on upper card A whole set of analysis model that level-2 and Shenzhen Stock Exchange the 5th function in an acting capacity of feelings system constructing instructs decision support system.
The funds flow function for the transaction software that currently there are is similar, is essentially all based on 10 years preceding Shanghai The level-2 market of deep exchange are derived, and the binary market for being not based on Shen Zhen Stock Exchange are complete order book The big single funds flow of statistics, due to the commission queue of level-2 market contains only buy one sell one before 50 pen hanging forms datas, lead Causing Pan Kou conclusions of the business to occur, fund statistics has probability that error occurs when jump valency strikes a bargain or appears in the conclusion of the business outside preceding 50 pen hanging list, hands over Yi Yue is enlivened, and the probability of this error can be bigger.
With the fast development of China's economy, securities market has also obtained tremendous expansion, and either market scale is still handed over The capital quantity of easy participant, transaction gimmick all have a very large change.The more families of one people, the singulated transaction of sequencing help investor Hide the monitoring of funds flow function.The growth of turnover and institutional network colony causes old big single criteria for classification (order ticket More than 100,000 strands or 200,000 yuan) no longer it is main force's fund " piercing eye ".Existing investment tool needs to grow with each passing hour, and seeks Innovation.
Main force's movement of capital is counted by the order ticket to have struck a bargain, the transaction direction in a few days volatile fund is disclosed inadequate Substantially, such as when price limit is sold big single more, initiative more share price of checking is drawn high;Or price limit buys in big single more, initiative When selling singles' pressure share price;Share price and fund occurs deviates from phenomenon.Market needs one kind to stress to supervise volatile fund The function of control.
Initiative dealing is single:To buy in conclusion of the business higher than the market price for selling monovalence, or to be sold into less than the market price for buying monovalence Hand over.
Sale at limited price order ticket:Conclusion of the business is bought in less than the sheet for buying monovalence, conclusion of the business is sold higher than the sheet for selling monovalence.
The content of the invention
For in the prior art the defects of, it is an object of the invention to provide a kind of ACE decision-makings stock analysis method and system.
According to a kind of ACE decision-makings stock analysis method provided by the invention, it is characterised in that including step:
Step 1:Gather the snapshot market in market, entrusted by pen;
Step 2:Trade orders account corresponding to every contract note is calculated is entrusted according to the snapshot market collected, by pen This;
Step 3:Classifying Sum is carried out according to the trade orders account book being calculated;
Wherein, the trade orders account book comprises at least contract note:Stock code, time, knock-down price, exchange hand, valency Lattice precision, buy in ID and sell ID;
The Classifying Sum includes:
Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is initiative Buy in, otherwise sold for initiative, dealing direction is consistent, and buys in ID or sell the continuous contract note of ID identicals and be accumulated as one Pen, statistics singly buy in volume, singly sell volume greatly, buy in stroke count and sell stroke count greatly.
Volume is singly bought in, volume is singly sold greatly, buy in stroke count and sells stroke count as according to default week preferably, the statistics is big Phase is counted.
Volume is singly bought in, big volume singly sold and specifically includes preferably, statistics is big:
By transaction value be divided into more than or equal to 0 yuan, more than or equal to 200,000 yuan, more than or equal to 300,000 yuan, more than or equal to 400,000 yuan, More than or equal to 500,000 yuan, more than or equal to 600,000 yuan, more than or equal to 800,000 yuan and totally eight grades more than or equal to 1,000,000 yuan, by every Transaction value is counted into compliance with each grade of transaction value of condition.
Preferably, statistics buys in stroke count, sells stroke count and specifically include:
Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is initiative Buy in, otherwise sold for initiative, when one initiative of appearance buys in conclusion of the business, buy in stroke count increase by 1 in measurement period, work as hair When a raw initiative sells conclusion of the business, stroke count increase by 1 is sold in measurement period.
Preferably, also include:
Step 4:Volume is singly bought in, big singly sell volume according to the big of single personal share in measurement period, buy in stroke count, sell stroke count And circulation value data, secondary operation obtain singly buying in greatly volume and account for the percentage of total business volume, big singly sell volume and account for total conclusion of the business The percentage of volume, big single net buyout volume, big single net buyout volume account for the percentage of circulation value, buy in stroke count and subtract and sell stroke count Difference and its percentage for accounting for total stroke count.
According to a kind of ACE decision-makings stock analysis system provided by the invention, including:
Data acquisition module:Gather the snapshot market in market, entrusted by pen;
Data Classifying Sum module:It is corresponding that every contract note is calculated according to the snapshot market collected, by pen commission Trade orders account book, Classifying Sum is carried out according to the trade orders account book that is calculated;
Wherein, the trade orders account book comprises at least contract note:Stock code, time, knock-down price, exchange hand, valency Lattice precision, buy in ID and sell ID;
The Classifying Sum includes:
Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is initiative Buy in, otherwise sold for initiative, dealing direction is consistent, and buys in ID or sell the continuous contract note of ID identicals and be accumulated as one Pen, statistics singly buy in volume, singly sell volume greatly, buy in stroke count and sell stroke count greatly.
Volume is singly bought in, volume is singly sold greatly, buy in stroke count and sells stroke count as according to default week preferably, the statistics is big Phase is counted.
Volume is singly bought in, big volume singly sold and specifically includes preferably, statistics is big:
By transaction value be divided into more than or equal to 0 yuan, more than or equal to 200,000 yuan, more than or equal to 300,000 yuan, more than or equal to 400,000 yuan, More than or equal to 500,000 yuan, more than or equal to 600,000 yuan, more than or equal to 800,000 yuan and totally eight grades more than or equal to 1,000,000 yuan, by every Transaction value is counted into compliance with each grade of transaction value of condition.
Preferably, statistics buys in stroke count, sells stroke count and specifically include:
Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is initiative Buy in, otherwise sold for initiative, when one initiative of appearance buys in conclusion of the business, buy in stroke count increase by 1 in measurement period, work as hair When a raw initiative sells conclusion of the business, stroke count increase by 1 is sold in measurement period.
Preferably, also include:
Data mart modeling module:According in measurement period single personal share it is big singly buy in volume, it is big singly sell volume, buy in stroke count, Sell stroke count and circulation value data, secondary operation, which obtains singly buying in volume greatly, to be accounted for the percentage of total business volume, singly sell volume greatly The percentage of total business volume is accounted for, big single net buyout volume, big single net buyout volume accounts for the percentage of circulation value, buys in stroke count and subtracts and sells Go out the difference of stroke count and its account for the percentage of total stroke count.
Compared with prior art, the present invention has following beneficial effect:
1st, it can monitor and in a few days enliven dealer's funds flow, transaction direction, investment reference is enriched for investor;
2nd, the monitoring in a few days volatile fund is stressed, the strategy being tracked with reference to center line fund so that point of fund Analysis is more clearly clear;
3rd, deep bid, the funds flow of plate index can be monitored, contributes to investor to hold with reference to the ranking results of whole city field Deep bid is strong and weak, the concept plate that hot money flows into, and effect is more notable than the DDE strategies for biasing toward the tracking of center line fund.
Brief description of the drawings
The detailed description made by reading with reference to the following drawings to non-limiting example, further feature of the invention, Objects and advantages will become more apparent upon:
Fig. 1 is the flow chart of the present invention.
Embodiment
With reference to specific embodiment, the present invention is described in detail.Following examples will be helpful to the technology of this area Personnel further understand the present invention, but the invention is not limited in any way.It should be pointed out that the ordinary skill to this area For personnel, without departing from the inventive concept of the premise, some changes and improvements can also be made.These belong to the present invention Protection domain.
As shown in figure 1, a kind of ACE decision-makings stock analysis method provided by the invention, it is characterised in that including step:
Step 1:Gather the snapshot market in market, entrusted by pen;
Step 2:Trade orders account corresponding to every contract note is calculated is entrusted according to the snapshot market collected, by pen This, trade orders account book comprises at least contract note:Stock code, the time, knock-down price, exchange hand, price precision, buy in ID with And sell ID (ACE data);
Step 3:Classifying Sum is carried out according to the trade orders account book being calculated;
Step 4:Data mart modeling;
Step 5:Data display.
Wherein, Classifying Sum includes:
Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is initiative Buy in, otherwise sold for initiative, dealing direction is consistent, and buys in ID or sell the continuous contract note of ID identicals and be accumulated as one Pen, volume is singly bought in greatly according to predetermined period statistics, volume is singly sold greatly, buy in stroke count and sells stroke count.
Statistics is big singly to be bought in volume, big singly sell volume and specifically include:
By transaction value be divided into more than or equal to 0 yuan, more than or equal to 200,000 yuan, more than or equal to 300,000 yuan, more than or equal to 400,000 yuan, More than or equal to 500,000 yuan, more than or equal to 600,000 yuan, more than or equal to 800,000 yuan and totally eight grades more than or equal to 1,000,000 yuan, by every Transaction value is counted into compliance with each grade of transaction value of condition.
Statistics buys in stroke count, sells stroke count and specifically include:
Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is initiative Buy in, otherwise sold for initiative, when one initiative of appearance buys in conclusion of the business, buy in stroke count increase by 1 in measurement period, work as hair When a raw initiative sells conclusion of the business, stroke count increase by 1 is sold in measurement period.
Data mart modeling includes:
Volume is singly bought in, big singly sell volume according to the big of single personal share in measurement period, buy in stroke count, sell stroke count and stream Logical city's Value Data, secondary operation, which obtains singly buying in volume greatly, to be accounted for the percentage of total business volume, singly sells volume accounts for total business volume hundred greatly Point ratio, big single net buyout volume, big single net buyout volume account for the percentage of circulation value, buy in stroke count subtract the difference of selling stroke count and its Account for the percentage of total stroke count.
In the present invention, measurement period has 1 minute, 5 minutes, 15 minutes, 30 minutes, 60 minutes, the same day, 5 days, 10 days, And the length of measurement period can be changed according to actual demand additions and deletions.
For deep bid index and plate index, there is provided data below:
∑ (index component stock is big singly to buy in volume)/∑ (index component stock transaction value) 100%
∑ (index component stock is big singly to sell volume)/∑ (number constituent stocks transaction value) 100%
The accurate digit of decimal point solves the precision problem that uses of later stage at least 6.
Based on above-mentioned ACE decision-makings stock analysis system, a kind of ACE decision-makings stock analysis system provided by the invention, including:
Data acquisition module:Gather the snapshot market in market, entrusted by pen;
Data Classifying Sum module:It is corresponding that every contract note is calculated according to the snapshot market collected, by pen commission Trade orders account book, Classifying Sum is carried out according to the trade orders account book that is calculated;
Data mart modeling module:Secondary operation is carried out to the data of Classifying Sum;
Data display module:Data after secondary operation are shown, including PC ends, Intelligent mobile equipment app, web Page etc..
Wherein, trade orders account book comprises at least contract note:Stock code, time, knock-down price, exchange hand, price essence Spend, buy in ID and sell ID;
Classifying Sum includes:
Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is initiative Buy in, otherwise sold for initiative, dealing direction is consistent, and buys in ID or sell the continuous contract note of ID identicals and be accumulated as one Pen, statistics singly buy in volume, singly sell volume greatly, buy in stroke count and sell stroke count greatly.
Statistics is big singly to be bought in volume, singly sells volume greatly, buys in stroke count and sell stroke count to be counted according to predetermined period.
Statistics is big singly to be bought in volume, big singly sell volume and specifically include:
By transaction value be divided into more than or equal to 0 yuan, more than or equal to 200,000 yuan, more than or equal to 300,000 yuan, more than or equal to 400,000 yuan, More than or equal to 500,000 yuan, more than or equal to 600,000 yuan, more than or equal to 800,000 yuan and totally eight grades more than or equal to 1,000,000 yuan, by every Transaction value is counted into compliance with each grade of transaction value of condition.
Statistics buys in stroke count, sells stroke count and specifically include:
Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is initiative Buy in, otherwise sold for initiative, when one initiative of appearance buys in conclusion of the business, buy in stroke count increase by 1 in measurement period, work as hair When a raw initiative sells conclusion of the business, stroke count increase by 1 is sold in measurement period.
Data mart modeling module includes:Volume is singly bought in, singly sell volume according to the big of single personal share in measurement period greatly, buy in pen Number, sell stroke count and circulation value data, secondary operation, which obtains singly buying in volume greatly, to be accounted for the percentage of total business volume, singly sell greatly Volume accounts for the percentage of total business volume, and big single net buyout volume, big single net buyout volume accounts for the percentage of circulation value, buys in stroke count and subtract Sell the difference of stroke count and its account for the percentage of total stroke count.
In the present invention, user can be more than or equal to how many ten thousand by filling in parameter adjustment single for each Index Formula and striking a bargain The net buyout volume of first (8 grades described previously big single standard) as big single standard, net buyout volume account for the data such as circulation value percentage. Professional investor can write Index Formula by formula system, be processed into the analysis model of oneself customization.
Wherein it is big singly buy in volume, it is big singly sell volume, big volume of singly buying in accounts for the ratio of total business volume, big singly sell volume and account for assembly The ratio of friendship volume, big single standard (being more than or equal to 0,20,30,40,40,50,60,80,1,000,000 yuan of totally 8 grades of standard) can be adjusted. It is all initiative dealing single numbers of statistics that initiative, which buys in stroke count, initiative sells stroke count, does not differentiate between big list.ACE determines at present The function of plan system support day K line, 1 minute K line, three cycles of Time Index Chart call.ACE data do not have length limit on day K lines System, functionally line to current All Activity day has data.The ACE funds data amounts of 1 minute K line are big, so only preserving The data of nearest 7 day of trade.Time Index Chart preserves same day timesharing ACE data.
One skilled in the art will appreciate that except realizing system provided by the invention in a manner of pure computer readable program code And its beyond each device, module, unit, completely can be by the way that method and step progress programming in logic be provided come the present invention System and its each device, module, unit with gate, switch, application specific integrated circuit, programmable logic controller (PLC) and embedding Enter the form of the controller that declines etc. to realize identical function.So system provided by the invention and its every device, module, list Member is considered a kind of hardware component, and is used to realize that device, module, the unit of various functions also may be used to what is included in it To be considered as the structure in hardware component;It both can be real that will can also be considered as device, module, the unit of realizing various functions The software module of existing method can be the structure in hardware component again.
The specific embodiment of the present invention is described above.It is to be appreciated that the invention is not limited in above-mentioned Particular implementation, those skilled in the art can make a variety of changes or change within the scope of the claims, this not shadow Ring the substantive content of the present invention.In the case where not conflicting, the feature in embodiments herein and embodiment can any phase Mutually combination.

Claims (10)

  1. A kind of 1. ACE decision-makings stock analysis method, it is characterised in that including step:
    Step 1:Gather the snapshot market in market, entrusted by pen;
    Step 2:Trade orders account book corresponding to every contract note is calculated is entrusted according to the snapshot market collected, by pen;
    Step 3:Classifying Sum is carried out according to the trade orders account book being calculated;
    Wherein, the trade orders account book comprises at least contract note:Stock code, time, knock-down price, exchange hand, price essence Spend, buy in ID and sell ID;
    The Classifying Sum includes:
    Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is bought in for initiative, Otherwise sold for initiative, dealing direction is consistent, and buys in ID or sell the continuous contract note of ID identicals and be accumulated as one, statistics Volume is singly bought in, volume is singly sold greatly, buy in stroke count and sells stroke count greatly.
  2. 2. ACE decision-makings stock analysis method according to claim 1, it is characterised in that the statistics is big singly to buy in volume, big Volume is singly sold, buy in stroke count and sells stroke count to be counted according to predetermined period.
  3. 3. ACE decision-makings stock analysis method according to claim 1, it is characterised in that statistics singly buys in volume, singly sold greatly greatly Go out volume to specifically include:
    By transaction value be divided into more than or equal to 0 yuan, more than or equal to 200,000 yuan, more than or equal to 300,000 yuan, more than or equal to 400,000 yuan, be more than Equal to 500,000 yuan, more than or equal to 600,000 yuan, more than or equal to 800,000 yuan and totally eight grades more than or equal to 1,000,000 yuan, by every conclusion of the business Volume is counted into compliance with each grade of transaction value of condition.
  4. 4. ACE decision-makings stock analysis method according to claim 1, it is characterised in that statistics buys in stroke count, sells stroke count Specifically include:
    Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is bought in for initiative, Otherwise sold for initiative, when one initiative of appearance buys in conclusion of the business, stroke count increase by 1 is bought in measurement period, when generation one When initiative sells conclusion of the business, stroke count increase by 1 is sold in measurement period.
  5. 5. ACE decision-makings stock analysis method according to claim 1, it is characterised in that also include:
    Step 4:According in measurement period single personal share it is big singly buy in volume, it is big singly sell volume, buy in stroke count, sell stroke count and Circulation value data, secondary operation obtain singly buying in greatly volume and account for the percentage of total business volume, big singly sell volume and account for total business volume Percentage, big single net buyout volume, big single net buyout volume account for the percentage of circulation value, buy in stroke count subtract the difference of selling stroke count and It accounts for the percentage of total stroke count.
  6. A kind of 6. ACE decision-makings stock analysis system, it is characterised in that including:
    Data acquisition module:Gather the snapshot market in market, entrusted by pen;
    Data Classifying Sum module:Friendship corresponding to every contract note is calculated is entrusted according to the snapshot market collected, by pen Easily commission account book, Classifying Sum is carried out according to the trade orders account book being calculated;
    Wherein, the trade orders account book comprises at least contract note:Stock code, time, knock-down price, exchange hand, price essence Spend, buy in ID and sell ID;
    The Classifying Sum includes:
    Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is bought in for initiative, Otherwise sold for initiative, dealing direction is consistent, and buys in ID or sell the continuous contract note of ID identicals and be accumulated as one, statistics Volume is singly bought in, volume is singly sold greatly, buy in stroke count and sells stroke count greatly.
  7. 7. ACE decision-makings stock analysis system according to claim 6, it is characterised in that the statistics is big singly to buy in volume, big Volume is singly sold, buy in stroke count and sells stroke count to be counted according to predetermined period.
  8. 8. ACE decision-makings stock analysis system according to claim 6, it is characterised in that statistics singly buys in volume, singly sold greatly greatly Go out volume to specifically include:
    By transaction value be divided into more than or equal to 0 yuan, more than or equal to 200,000 yuan, more than or equal to 300,000 yuan, more than or equal to 400,000 yuan, be more than Equal to 500,000 yuan, more than or equal to 600,000 yuan, more than or equal to 800,000 yuan and totally eight grades more than or equal to 1,000,000 yuan, by every conclusion of the business Volume is counted into compliance with each grade of transaction value of condition.
  9. 9. ACE decision-makings stock analysis system according to claim 6, it is characterised in that statistics buys in stroke count, sells stroke count Specifically include:
    Dealing direction is distinguished with buying in ID, selling ID, when buying in when ID is more than and sells ID for contract note is bought in for initiative, Otherwise sold for initiative, when one initiative of appearance buys in conclusion of the business, stroke count increase by 1 is bought in measurement period, when generation one When initiative sells conclusion of the business, stroke count increase by 1 is sold in measurement period.
  10. 10. ACE decision-makings stock analysis system according to claim 6, it is characterised in that also include:
    Data mart modeling module:Volume is singly bought in, big singly sell volume according to the big of single personal share in measurement period, buy in stroke count, sell Stroke count and circulation value data, secondary operation obtain singly buying in greatly volume and account for the percentage of total business volume, big singly sell volume and account for always The percentage of transaction value, big single net buyout volume, big single net buyout volume account for the percentage of circulation value, buy in stroke count and subtract and sell pen Several percentage that is poor and its accounting for total stroke count.
CN201711230159.2A 2017-11-29 2017-11-29 ACE decision-making stock analysis method and system Pending CN107808261A (en)

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Application Number Priority Date Filing Date Title
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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109086111A (en) * 2018-07-12 2018-12-25 越信智能科技(深圳)有限公司 Image-text display method and system for transaction interface data
CN109410051A (en) * 2018-09-28 2019-03-01 武汉优品楚鼎科技有限公司 A kind of stock alerts marker method and device, equipment
CN109697625A (en) * 2018-08-02 2019-04-30 吴波 A kind of data processing method and device
CN109801164A (en) * 2019-01-22 2019-05-24 国泰君安证券股份有限公司 The system and method for main force's act of purchase and sale analysis are realized based on transaction data
CN112200683A (en) * 2020-10-20 2021-01-08 南京艾科朗克信息科技有限公司 Financial market member end holographic market information acquisition method

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109086111A (en) * 2018-07-12 2018-12-25 越信智能科技(深圳)有限公司 Image-text display method and system for transaction interface data
CN109086111B (en) * 2018-07-12 2021-10-08 越信智能科技(深圳)有限公司 Image-text display method and system for transaction interface data
CN109697625A (en) * 2018-08-02 2019-04-30 吴波 A kind of data processing method and device
CN109410051A (en) * 2018-09-28 2019-03-01 武汉优品楚鼎科技有限公司 A kind of stock alerts marker method and device, equipment
CN109801164A (en) * 2019-01-22 2019-05-24 国泰君安证券股份有限公司 The system and method for main force's act of purchase and sale analysis are realized based on transaction data
CN112200683A (en) * 2020-10-20 2021-01-08 南京艾科朗克信息科技有限公司 Financial market member end holographic market information acquisition method

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Application publication date: 20180316