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    need code and output and to generate csv file WITH screenshots and it should run without errors to perform Web Scraping using python and selenium to build a data set to store the EPS estimation information from analysts from companies like AMZN, AAPL, MSFT, GOOG, TSLA, JNJ, PG, NVDA, CSCO, BABA, HD, BIDU, WMT, CRM, LULU, TGT, PANW, ADBE, VMW, MU, NKE, ORCL, BB, HPQ, COST, AMAT, BAC, CVX, AMGN, PG from including: The information about each analyst, including Analyst name, Roles, Join date, An- alyst Confidence score, error rate, Accuracy Percentile, points, number of estimates (Figure 4), Stocks Covered (Figure 5), pending estimates (Figure 6), Scored estimates (Figure 7) , All companies information in Figures 5, 6 and 7

    $50 (Avg Bid)
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    Scraping data from EToro -- 2 Đã kết thúc left

    ...12.43%, COMMODITIES 4% 1.4) in the ADDITIONAL STATS section: - TRADES PER WEEK value (eg 3.98) - AVG. HOLDING TIME value (here I need the numerical value + string for time unit pairs, eg: (2.5, "Weeks") or (5, "Days") - ACTIVE SINCE value (just copy the date string) - PROFITABLE WEEKS value (eg 41.45%) 2) In the PORTOFOLIO TAB: 2.1) - for each item in the portofolio: - the ticker (eg: GOOG, CSCO, AAPL, etc) - the name (eg: Google, Cisco, Apple, etc) - the BUY/Sell string - Invested number - P/L(%) number - Value number 2.2) - then click on this item to see all buy/sells of the given item, For each buy/sell I need: - the amount - the leverage - open - current - SL - TP 2.3) On the portfolio screen, if one clicks on the dropdrown...

    $25 (Avg Bid)
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    Scraping data from EToro Đã kết thúc left

    ...12.43%, COMMODITIES 4% 1.4) in the ADDITIONAL STATS section: - TRADES PER WEEK value (eg 3.98) - AVG. HOLDING TIME value (here I need the numerical value + string for time unit pairs, eg: (2.5, "Weeks") or (5, "Days") - ACTIVE SINCE value (just copy the date string) - PROFITABLE WEEKS value (eg 41.45%) 2) In the PORTOFOLIO TAB: 2.1) - for each item in the portofolio: - the ticker (eg: GOOG, CSCO, AAPL, etc) - the name (eg: Google, Cisco, Apple, etc) - the BUY/Sell string - Invested number - P/L(%) number - Value number 2.2) - then click on this item to see all buy/sells of the given item, For each buy/sell I need: - the amount - the leverage - open - current - SL - TP 2.3) On the portfolio screen, if one clicks on the dropdrown...

    $108 (Avg Bid)
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    6 lượt đặt giá

    ...STOCKS 12.43%, COMMODITIES 4% 1.4) in the ADDITIONAL STATS section: - TRADES PER WEEK value (eg 3.98) - AVG. HOLDING TIME value (here I need the numerical value + string for time unit pairs, eg: (2.5, "Weeks") or (5, "Days") - ACTIVE SINCE value (just copy the date string) - PROFITABLE WEEKS value (eg 41.45%) 2) In the PORTOFOLIO TAB: 2.1) - for each item in the portofolio: - the ticker (eg: GOOG, CSCO, AAPL, etc) - the name (eg: Google, Cisco, Apple, etc) - the BUY/Sell string - Invested number - P/L(%) number - Value number 2.2) - then click on this item to see all buy/sells of the given item, For each buy/sell I need: - the amount - the leverage - open - current - SL - TP 2.3) On the portfolio screen, if one clicks on the dropdown menu that's call...

    $35 - $35 / hr
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    Scraping data from EToro Đã kết thúc left

    ...12.43%, COMMODITIES 4% 1.4) in the ADDITIONAL STATS section: - TRADES PER WEEK value (eg 3.98) - AVG. HOLDING TIME value (here I need the numerical value + string for time unit pairs, eg: (2.5, "Weeks") or (5, "Days") - ACTIVE SINCE value (just copy the date string) - PROFITABLE WEEKS value (eg 41.45%) 2) In the PORTOFOLIO TAB: 2.1) - for each item in the portofolio: - the ticker (eg: GOOG, CSCO, AAPL, etc) - the name (eg: Google, Cisco, Apple, etc) - the BUY/Sell string - Invested number - P/L(%) number - Value number 2.2) - then click on this item to see all buy/sells of the given item, For each buy/sell I need: - the amount - the leverage - open - current - SL - TP 2.3) On the portfolio screen, if one clicks on the dropdown ...

    $152 (Avg Bid)
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    I have data for US Stock market from past with date and time with stock symbol name . I want to know , what was the price of that stock on specific date and time . There are number of APIs available in market , you have to research and provide test data and if we like we can hire you for the work. for example -- Alert: New symbols: ROKU, ENPH, AAPL, CSCO, C, CVX, JPM, KHC, BYND, MA, SBUX, WFC, V, SQ, BABA, NVDA, BAC, TWTR, BRK/B, MS, GM, MU, ORCL, NKE, LUV, DAL, DIS, RDS/A, AU, INTC, XOM, RDS/B, LYFT, JD, FB, LK, BA were added to Calls_May_be_Swing (SL 20%). this is one of the many alerts . This was on March 25 th 2020 8:34 am cst . if you get the sample work done thru code , api we can talk

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    Webscraping Đã kết thúc left

    ...STOCKS 12.43%, COMMODITIES 4% 1.4) in the ADDITIONAL STATS section: - TRADES PER WEEK value (eg 3.98) - AVG. HOLDING TIME value (here I need the numerical value + string for time unit pairs, eg: (2.5, "Weeks") or (5, "Days") - ACTIVE SINCE value (just copy the date string) - PROFITABLE WEEKS value (eg 41.45%) 2) In the PORTOFOLIO TAB: 2.1) - for each item in the portofolio: - the ticker (eg: GOOG, CSCO, AAPL, etc) - the name (eg: Google, Cisco, Apple, etc) - the BUY/Sell string - Invested number - P/L(%) number - Value number 2.2) - then click on this item to see all buy/sells of the given item, For each buy/sell I need: - the amount - the leverage - open - current - SL - TP 2.3) On the portfolio screen, if one clicks on the dropdrown menu that's cal...

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    Misc Project Đã kết thúc left

    ...(Open, Prev Close, Volume and Market Cap). Sample Runs (user input in RED): This is a program to scrape data from the for a class project. Which stock are you interested in: Most Actives: AMD Advanced Micro Devices Inc GE General Electric Co BAC Bank of America Corp WBA Walgreens Boots Alliance Inc AAPL Apple Inc F Ford Motor Co FCX Freeport-McMoRan Inc CSCO Cisco Systems Inc OXY Occidental Petroleum Corp MU Micron Technology Inc Gainers: WBA Walgreens Boots Alliance Inc MKTX Marketaxess Holdings Inc NVR NVR Inc ARNC Arconic Inc GPS Gap Inc EQIX Equinix Inc ULTA Ulta Beauty Inc TTWO Take-Two Interactive Software Inc M Macy's Inc NWSA News Corp Losers: FCX Freeport-McMoRan Inc WYNN Wynn Resorts Ltd COTY Coty Inc CNP CenterPoint Energy Inc ABC AmerisourceBergen

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    I need a Excel based Visual Basic code written to get the data into Excel. I'd like the ability to enter a stock symbol in a cell (like DUK or CSCO) and have VBA pull back all the option data available. The two websites that have the easiest and most complete data are: (multiple pages of data) (1 page of data, but the expiration drop down needs to be changed to ALL) See file where I show what the downloaded data should look like from either site.

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    Scraping data from EToro Đã kết thúc left

    ...12.43%, COMMODITIES 4% 1.4) in the ADDITIONAL STATS section: - TRADES PER WEEK value (eg 3.98) - AVG. HOLDING TIME value (here I need the numerical value + string for time unit pairs, eg: (2.5, "Weeks") or (5, "Days") - ACTIVE SINCE value (just copy the date string) - PROFITABLE WEEKS value (eg 41.45%) 2) In the PORTOFOLIO TAB: 2.1) - for each item in the portofolio: - the ticker (eg: GOOG, CSCO, AAPL, etc) - the name (eg: Google, Cisco, Apple, etc) - the BUY/Sell string - Invested number - P/L(%) number - Value number 2.2) - then click on this item to see all buy/sells of the given item, For each buy/sell I need: - the amount - the leverage - open - current - SL - TP 2.3) On the portfolio screen, if one clicks on the dropdrown...

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    Hire a Python Developer Đã kết thúc left

    Automated Trading System in Python for Interactive Brokers I am looking to have an app developed that will allow me to programatically buy & sell stocks on the Interactive Brokers () platform using a simple interface. I need to be able to enter up to 8 ticker symbols, an amount in dollars to invest in each one (needs to a...on quote order using the appropriate percentage stop loss amount entered for each ticker. Then, at a user-specified time, the app needs to cancel any outstanding sell orders and execute sell at market orders for any securities held. So it would look something like this (supposing only 3 stocks being purchased in this example): Ticker Amount to Invest Stop Loss % MSFT 5000 2 AMZN 10000 2 CSCO 7500 3 Time to close positions: 15:30 [submit]

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    Data Entry research work Đã kết thúc left

    I have almost 274 company names. I need company details and the Chief employee details. This is very important that it completed in 2 days / 10 March, Thursday. Remember: Read follows carefully & see attachment file. I'm looking for the top.../ 10 March, Thursday. Remember: Read follows carefully & see attachment file. I'm looking for the top 4-5 executives across the organization. I need name, email, direct phone # where applicable, address, etc. (All things noted in the excel file by column headers) So people in the position (or similar positions) of CEO, CFO(Finance), CMO(Marketing), COO(Operations), CRO(Risk/Strategy), CSCO(Supply Chain), etc. The titles will now always be the same and may be things like "Global Supply Chain Lead&qu...

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    Hello. I am looking for C-Level conta...C-Level contact research and information. I have a list of approximately 270 companies that I'm looking for the top 4-5 executives across the organization. I need name, email, direct phone # where applicable, address, etc. (All things noted in the excel file by column headers) So people in the position (or similar positions) of CEO, CFO(Finance), CMO(Marketing), COO(Operations), CRO(Risk/Strategy), CSCO(Supply Chain), etc. The titles will now always be the same and may be things like "Global Supply Chain Lead", or "Chairman of the Board", etc. Please advise how much and how long you feel this would take for the list of companies I've provided. I've attached an excel file with the list of companies and the f...

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    Stock Trendline Đã kết thúc left

    ...will need to know the date, and stock price of the company when it hit 30 and above 70. The site can annotate the chart to add the lines so no need any photoshop skills. Blue line when RSI hits 30 Red line when RSI hits 70 50 companies are: 1. AAPL 2. GILD 3. MA 4. V 5. XOM 6. AMZN 7. WMT 8. HD 9. SBUX 10. NFLX 11. CBS 12. JNJ 13. PFE 14. DIS 15. IBM 16. CSCO 17. INTC 18. BRK.A 19. FEYE 20. WDC 21. GOOG 22. MSFT 24. BA 25. WFC 26. JPM 27. C 28. GE 29. PEP 30. HON 31. RIG 32. NE 33. DK 34. SPN 35. RICE 36. PG 37. KO 38. POST 39. ALSN 40. SEE 41. SPY 42. IWM 43. DOW 44. DD 45. NRP 46. DUK 47. NEE 48. PEG 49. TVE 50 FNRG *Before I reward this to someone I will need the person to submit to me 5 pictures

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    Analysis of Cisco Đã kết thúc left

    We need an analysis of Cisco (CSCO). To Include: Overview of Company and Company Mandate Internal Analysis External Analysis Growth Options (3) Under 3000 words Complete overview to be provided to potential Candidates

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    I have a list of about 500 ETFs and would like to get information of their Top 10 component stocks from yahoo finance. For example: ETF symbol: PTF Component stocks location: Top 10 Component stocks: SYMC TEL CREE ADBE FISV MA CSCO HPQ WDC APH It is that simple. Everything will be transferred to a xls file and organized such that: A) each ETF will have an individual excel worksheet (named as the ETF) with all the component stocks AND the ETF symbols in one column. B) The ETF symbol will be in the first row. C) The first worksheet will also have a list of all the ETFs. This format is very important, so please take a close look at the sample file attached. Other features i will need: 1) Options to choose the number

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    Expand data on SQL Database Đã kết thúc left

    ...two separate applications) 1) Expand the information on the tables by adding columns. For example: A) I have tables with the names AAPL, MSFT and CSCO, all with the same rows: INDEX,OPEN,CLOSE,HIGH,LOW,VOLUME B) I provide the program with a XML file like this: _MOVING_AVERAGES SELECT [INDEX],[OPEN],[CLOSE],HIGH,LOW,VOLUME, (SELECT AVG([CLOSE]) FROM {1} B WHERE B.[INDEX] > (A.[INDEX] - 5) AND B.[INDEX] (A.[INDEX] - 10) AND B.[INDEX] (A.[INDEX] - 5) AND B.[INDEX] (SELECT AVG([CLOSE]) FROM {1} B WHERE B.[INDEX] > (A.[INDEX] - 10) AND B.[INDEX] < A.[INDEX]) THEN 'YES' ELSE 'NO' END AS MA5OVERMA10 FROM {1} A MSFT,AAPL,CSCO C) The program will create 3 new tables MSFT_MOVING_AVERAGES, AAPL_MOVING_AVERAGES, CSCO_MOVING...

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    478337 Stock Quote Screener 3 Đã kết thúc left

    I need a simple Stock Screener application that will do the following: 1 - Download End-of-Day Stock prices from the Internet (free sources) (Select only Stock Prices wi...Internet (free sources) (Select only Stock Prices within a given range) 2 - Flag Stocks where price movement from the previous day is greater than a specified threshold 3 - Write the output Stock Quotes to a CSV file 4 - Parse the output to create specific URL for viewing the Stock Chart (Example: 5 - Write the Stock Chart Page to an output file for offline viewing. All above steps can be done online (interactive) or automatically as a nightly Batch job (background task).

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    469212 Stock Quote Screener 2 Đã kết thúc left

    I need a simple Stock Screener application that will do the following: 1 - Download End-of-Day Stock prices from the Internet (free sources) (Select only Stock Prices wi...Internet (free sources) (Select only Stock Prices within a given range) 2 - Flag Stocks where price movement from the previous day is greater than a specified threshold 3 - Write the output Stock Quotes to a CSV file 4 - Parse the output to create specific URL for viewing the Stock Chart (Example: 5 - Write the Stock Chart Page to an output file for offline viewing. All above steps can be done online (interactive) or automatically as a nightly Batch job (background task).

    $250 (Avg Bid)
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    463672 Stock Quote Screener Đã kết thúc left

    I need a simple Stock Screener application that will do the following: 1 - Download End-of-Day Stock prices from the Internet (free sources) (Select only Stock Prices wi...Internet (free sources) (Select only Stock Prices within a given range) 2 - Flag Stocks where price movement from the previous day is greater than a specified threshold 3 - Write the output Stock Quotes to a CSV file 4 - Parse the output to create specific URL for viewing the Stock Chart (Example: 5 - Write the Stock Chart Page to an output file for offline viewing. All above steps can be done online (interactive) or automatically as a nightly Batch job (background task).

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    Install SDM on a Cisco 877 router ## Deliverables I have? Cisco 877 router, which has had the SDM removed by the previous owner, presently has Cisco IOS I have attempted to follow the instructions to reinstall SDM to the router.? However having never used one of these before I must have done something wrong, as SDM will not install on the routers flash, or connect if loaded onto a PC.? I have run out of ideas to solve the problem hence am posting the job here The scope of this job is to use a remote login program (teamviewer or similar) to remote onto my computer troubleshoot the reason why SDM will not load, load it onto the flash drive on the router such that it is working I have setup tera term on my Vista computer, and tested that it will connect with the router.? T...

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    ...Securities and Exchange Commission (). I wish to have the ability to type a series of stock tickers along with a description of the data I'm interested in, and have the program extract specific data from recent SEC filings and download it into a user-friendly format such as Excel. For example, if I wanted to find out how much Debt is owed by MSFT, CSCO, AAPL, I could enter these tickers into the engine, add a description of the debt, and receive the answers in Excel format. Flexibility is important for performing such searches as different firms use different terminology for financial items. I assume large financial firms (Bloomberg, Reuters, etc...) employ these methods and am interested in developing a similar mechanism for my research company

    $750 - $1500
    Niêm phong
    $750 - $1500
    27 lượt đặt giá

    This project involves modifying a demo netBeans application from a securities broker. The demo application both reads historical p...demo version that you will be running, however, provides only one week of information in the past. This is fine for the software that you will write. Try both intraday and daily pricing information for the one week period, with the interval being configurable in the text file. Try a one minute interval. Try a five minute interval. Try a one day interval. Try a variety of tickers, for instance try CSCO 5) Your work is primarly to abstract from the source only those elements that enable retrieval of historical pricing information and to present the code in a simple way that others can build upon to produce other functionality, such as the database func...

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    stock market java project Đã kết thúc left

    This project involves modifying a demo netBeans application from a securities broker. The demo application both reads historical p...demo version that you will be running, however, provides only one week of information in the past. This is fine for the software that you will write. Try both intraday and daily pricing information for the one week period, with the interval being configurable in the text file. Try a one minute interval. Try a five minute interval. Try a one day interval. Try a variety of tickers, for instance try CSCO 5) Your work is primarly to abstract from the source only those elements that enable retrieval of historical pricing information and to present the code in a simple way that others can build upon to produce other functionality, such as the database func...

    $139 (Avg Bid)
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    7 lượt đặt giá

    hello all , i need a similar of google finance selector that load an xml with financial data, displaying months , days and chart here an example i found also some plugin that can do same same as here

    $400 (Avg Bid)
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    need to create a simple charting function from values in a text file... suppose i have 2 links [LIST A] and ...'TICKER' is coming from text files for the variable sym1, for example a chart for IBM would be assume simple flat file row values for text file A GOOG MSFT YHOO and simple flat file row values for text file B CSCO INTC HPQ the charts can be created on same html page in div container or new page if these values can be passed...also may want to make flat file multiple-column comma seperated format your help and time is greatly appreciated ps. my webhosting platform is microsoft

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    I want a exact clone of the following flash player: www.finance_google_com/finance?q=CSCO without tag notices, only with stock data we will provide mysql data action script code must be clear

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    142696 flashcharts finance Đã kết thúc left

    hello all , i need a similar of google finance selector that load an xml with financial data, displaying months , days and chart here an example i found also some plugin that can do same same as here

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    Hello, I have a server. I have got few websites running. I have installed a SSL Cert in one of the websites. I would want to insatall another one for a different website in the server. The server is behind Pix firewall. I want it done by today. PM me for more info.

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    BUDGET:$20-$23 Detailed information about the project Original URL is: :15&EType=E&SEP=&none Just for clarification, this is another step by step of what I want. 1. F...inside Stock 3. Do 1-2 for all rows. Some examples for output url I want :30&EType=E&SEP=&none :15&EType=E&SEP=&none :15&EType=E&SEP=&none You can also download the file from this link

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    ...banner ad (8 sizes) to promote site and ebook on this site and on others via banner exchange. The site is 6 main categories for stock market options trading. Each can be reached by the navigation bar. Also the navigation bar contains logo, banner ad, and a data entry box that will take the visitor to the proper chatboard page by enterin the ticker of the stock they want to chat about (i.e. AAPL, CSCO, QCOM, etc). I ask for template design for A&B below because I do not have all content ready to be laid out, and would like to fill content w/ images later, add links later, etc. Your template(s) will have navigation bar, placeholders for banner ads of several sizes (apx 5 at all times), placement for google adwords, and leave me ability to enter jpegs (placeholder) and text in m...

    $500 - $5000
    $500 - $5000
    0 lượt đặt giá
    Ready Made Stock Charting Site Đã kết thúc left

    I want to build a StockCharting sites. and thought to check if any developer already made such site and is familiar with technical indicators MACD, RSI, Moving averages..etc etc. Plz bid if you have a ready made charting system. i want something like <,uu[w,a]daclyyay[pb50!b200][vc60][iUb14!La12,26,9]&pref=G> ## Deliverables 1) Complete and fully-functional working program(s) in executable form as well as complete source code of all work done. 2) Deliverables must be in ready-to-run condition, as follows (depending on the nature of the deliverables): a) For web sites or other server-side deliverables intended to only ever exist in one place in the Buyer's environment--Deliverables must be installed by the Seller in ready-to-run

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    Get Data From Website Đã kết thúc left

    ...Left/Bottom side of page you will see: 5) "Market cap $353,007 M" 6) "Total shares outstanding 10,600.81 M" 7) "Float 10,494.80 M" F) I have list of stocks that I need data in .CSV G) DISPLAY CSV data in columns, example: Symbol,Sares short,change, short interest ratio,change,float... ge,42.67,-32.40,2.21,-30.86,353007000000,... csco,10.5,-10.01,5.78,15,505008000000,... msft,... SAMPLE list of stocks for testing: A, CSCO, VEXP, GE, MSFT, IBM, ONH, INTC NOTES: - Some data collected has commas "," so please make so this does not distub data collection process. - Some data has "-" sign (example -30%). - If no data is available for a stock, please keep stock symbol displayed in CSV ...

    $61 (Avg Bid)
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    ...98.87 65.48%" - "Short interest ratio 1.30 47.22% " 5) On the Left/Bottom side of page you will see: - "Float 10,494.80 M" 6) From list of stock symbols I would like the 5 numbers above and symbol downloaded into .CSV 7) NOTE: Some data collected has commas "," so please make so this does not distub data collection process. SAMPLE list of stocks for testing: A, CSCO, GE, MSFT, IBM, INTC ## Deliverables 1) Complete and fully-functional working program(s) in executable form as well as complete source code of all work done. 2) Deliverables must be in ready-to-run condition, as follows (depending on the nature of the deliverables): a) For web sites or other server-side deliverables intended to only ever e...

    $48 (Avg Bid)
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    Financial web site Đã kết thúc left

    ...user can add Annotation (text, lines and symbols like arrows) 6- Show price labels under the mouse position (in case of java or flash charting system is used) or well printed all over the image (incase of static generated images) The most loved and best example that really satisfy me (clone if possible) web sites are - : e.g. - - - and many others +----------------+ Portfolio management system (stock trading game) +----------------+ This is quite complex part of the project; I said that because there are many key aspects that if not done properly the system needs

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    We have a few files with dumps from ethereal, they are logging the conversation between a program and a server on the internet. This program is just downloading a data feed, so it is getting price data for a particular symbol, the logs have: ADOBE (ADBE) IBM (IBM) CISCO (CSCO) data. The format of the data after deciphering it is: YYYYMMDD HHMM O H L C V example: 20041115 1015 25.23 25.90 25.15 25.40 2345 20041115 1020 25.30 25.90 25.22 25.39 3345 Let us know if you think you can do it and how long it would take. Attached a dump for the last 5 days of 5min data for ADOBE The ultimate goal is to develop a program that connects directly to the server bypassing the Windows program (still sending our valid user authentication) and downloads realtime/historical data for a list of symbols....

    $100 - $500
    $100 - $500
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    Realtime Stock Prices in Access Đã kết thúc left

    I have a Microsoft Access application that displays stock information in a continuous form, such as MST 25, next line CSCO 16, next line. It is ticker in one field then price in another on the same form. I need those prices, which are currently static, to be realtime prices that tick as the market moves and I need to be able to use those realtime prices in calculations on the access form. I will need a completed access database with a form showing the requested feature along with fully commented vb/vba code. I also need to know what data source you are using and be able to test it with a demo login. Remember, I need realtime data sources not internet sources like yahoo. ## Deliverables 1. An Access 2000 database with a form showing stock ticker and streaming stock prices 2. A...

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    vb interface to access MS excel Đã kết thúc left

    ...sheets for everyday for more than a year worth of data. Now I need a programmer who can develop an interface in which I type a scan name, like " look 20 " and than the radio button that says " find" and the program goes out and find all the sheets that have "look 20" scan in it and print them on screen with its rows. Like, 02032002 look20 ibm 05052002 look20 dow wcom 10022003 look20 csco klac If you need any more clarification, please email me at directly. Thanks. Jack M. ## Deliverables 1) Complete and fully-functional working program(s) in executable form as well as complete source code of all work done. 2) Installation package that will install the software (in ready-to-run condition) on the platform(s) speci...

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    Data from Yahoo Web Site Đã kết thúc left

    I want a program that will gather data from yahoo's finance web sites. Gathering each ticker's name, closing price, and other specific information pertaining to each stock. Upon gathering the information, I will need to do some calculations on the data gathered. Example: CSCO From that page I need the ticker symbol "CSCO" and its "Last Trade" From this page I need the "Earnings Per Share" information and the "Next 5 Years Est" from its Earnings Growth. From this page I need the "Cash Value" and the "Debt/Equity" value Upon gathering this I need to make some calculations- so my guess is import the data to a excel spreadsheet or something similar to perform the calculations. ## Deliverables

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