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Data Cleansing Results in Usable Data
Structured Content works with legacy products or corporate data to cleanse, load and manage it. Data cleansing is a cost-effective way to prepare and update data.
http://www.structuredcontent.com
Customer Relationship Management - Firstlogic
Firstlogic's data quality software improves the ROI of CRM packages such as PeopleSoft and Siebel. Cleanses, enhances, and matches critical business data.
http://www.firstlogic.com/applications/crm.asp
SAS Data Quality - Cleanse Software
SAS® Data Quality - Cleanse Software, It is a powerful data quality tool that enables you to analyze, cleanse, and standardize data.
http://www.sas.com/rnd/warehousing/cleanse/
SAS data quality offering providers ‘dream team’ solution for ...
It is designed for companies who wish to cleanse their own data. Data Quality - Cleanse uses matching and standardisation routines to cleanse data.
http://www.sas.com/offices/europe/uk/press_office/press_releases/may2001/dream_team_solution.html
Australian IT - Aussie nails data system (Simon Hayes, DECEMBER ...
category. Aussie could create single customer views, but it was taking too long to cleanse data from a variety of systems. This
http://www.australianit.com.au/articles/0,7204,5588725%5E15385%5E%5Enbv%5E,00.html
SAMPLE: Export a scheme file from SAS Data Quality - Cleanse to ...
NAME: EXPRTSCH */ /* TITLE: Export a scheme data set to DataFlux dfPower .SCH */ /* file format */ /* PRODUCT: SAS Data Quality - Cleanse */ /* SYSTEM: Windows
http://ftp.sas.com/techsup/download/sample/dataflux/dfexport.html
SAMPLE: Import a scheme file from SAS Data Quality - Cleanse to ...
NAME: IMPRTSCH */ /* TITLE: Import a scheme file from DataFlux dfPower .SCH */ /* file format */ /* PRODUCT: SAS Data Quality - Cleanse */ /* SYSTEM: Windows
http://ftp.sas.com/techsup/download/sample/dataflux/dfimport.html
data cleanse
Data Cleanse. Data cleansing is a black art at times. You develop your systems; but what control do you have over data quality?
http://www.thecognoscente.co.uk/data_cleanse.htm
MATERIAL SAFETY DATA SHEET SANI CLEANSE
COASTWIDE Laboratories Material Safety Data Sheet Page 2 ­ SANI CLEANSE TM CL305.1100 SECTION 8: EXPOSURE CONTROLS AND PERSONAL PROTECTION Personal Protective
http://www.coastwidelabs.com/Products/MSDS/Sani%20Cleanse%20MSDS305.PDF
License Fee Schedule SAS ® Data Quality - Cleanse
License Fee Schedule SAS ® Data Quality - Cleanse Initial License Additional Copy Data Quality - Cleanse Server GSA First Year Fee GSA Maintenance Fee GSA
http://www.execinfosys.com/Products/SASDQC_2.pdf
Arkidata Corporation - Information Integration and Data Quality - ...
to: Access and use data from live, legacy and archived systems; Use our Business-Rules based methodology to test and cleanse data;
http://www.arkidata.com/historic_clean.html
\\sagent-demo1\e$\sagent\sales support\Marketing\Data Sheets\New\Sagent BI Lifecycle - Cleanse.doc.prn.pdf
http://www.howtomail.com/products/pdf/cleanse.pdf
Namevo - klens.com - Data Cleansing - Lens Cleaner - Optical Cleanser - Master Cleanse - Body Cleanse - Bio Cleanser - Herbal ...
klens.com - The following are just a few of the possible uses for this ultra-short, Cleaner - Pool Cleaners - Leather Cleaner - Master Cleanse - Body Cleanse - Bio Cleanser - Herbal Cleansing - Pore
http://www.namevo.com/klens
Cleanse and match business data with Firstlogic's data quality software solutions and Information Quality Suite
Firstlogic's software can help you achieve a single customer view, build and analyze relationships and make more informed business decisions within your CRM, ERP or BI applications. The software
http://www.firstlogic.com/solutions/iq/default.asp
Search and replace with TextPipe Pro software, find and replace in web sites, database extracts, framemaker MIF files and more
Search and replace text files quickly and easily with TextPipe DataPipe to process live database records, ResumePipe if you need to cleanse and process emails, or WordPipe if you need to search and
http://www.crystalsoftware.com.au/textpipe.html
Transformation
decisions. Data Transformation is the process we use to refine and correct or cleanse data in preparation for storage and use. This
http://www.dataintoaction.com/transform.htm
Data Cleansing Solutions
2) Select a process that enables you to cleanse data; at the point of entry, (on-line applications); investigate all types of data within your legacy systems
http://cism.bus.utexas.edu/issues/issue343/comment2.html
DM Review: Analyst’s Corner: The Leading Edge of Data Quality ...
E-commerce applications must cleanse data in real time with subsecond responses, cleaning relatively small amounts of information on a transactional basis at
http://www.dmreview.com/master.cfm?NavID=55&EdID=2535
The Data Warehouse 100 (1998)
Trilliums core modules ­ Parser, Geocoder, Matcher and Conversion Workbench ­ are used to investigate, standardize and cleanse data, as well as match
http://www.dmreview.com/awards/top100/1998/51.htm
Leading Edge trendwatch.qxd
e-Commerce applications must cleanse data in real-time with sub-second responses, cleaning relatively small amounts of information on a transactional basis at
http://www.g1.com/PDF/WhitePapers/HurwitzDQ.pdf
Trillium Software: Product - Methodology
corrected. International data: Software to determine country of origin and cleanse data from country-specific rules. Business data
http://www.trilliumsoft.com/site/content/product/methodology.asp
Cleansing Your Data - WebSurveyor - Learn More about Web Surveys ...
may have to reset your local responses during the time that youre running a survey, it is strongly recommended that you wait to cleanse your data until you don
http://www.websurveyor.com/learn_news0111_tip.asp
Business Solutions
objectives defined above. Cleanse Data - Analyze the state of the data and cleanse as necessary. Transform Data - Transform the
http://www.insight.nau.edu/BusinessSolutions.htm
GMI Cleanse
load tasks. Data Mapper, Applied Database Technology, (800) 509-9799, Automates parts of the extract, cleanse and load tasks. Data Pump,
http://www.gmisystems.com/cleanse.htm
Variable Data
Prepare 1. Analyze data 2. Cleanse data 3. Re-construct data where necessary. Organize 4. Categorize data 5. Define information requirements.
http://www.digitalout.com/back%20edit/edittopic1g2.html
Data Transformer
to-use Graphical Mapper enables you to easily define both simple and complex data movement tasks, join data from multiple sources, cleanse data, synthesize new
http://www3.ca.com/Solutions/Product.asp?ID=1010
Application
necessary. Should users wish to modify or cleanse data values, data change rules can be specified as part of the data sub-schemas. ETL
http://www.it-map.com/pages_products/1_dbPAL/P1_application.htm
Data Extraction, Transformation, andMigration Tools - Glossary
of exceptions, correlations, and frequency distributions. Cleanse (data) see Clean. Data Content Quality The accuracy and validity
http://www.kismeta.com/exg.html
Business 2.0 - Glossary
ZIP+4 processing. Software programs that cleanse data are an alternative to data cleaning services. database management system (dbms
http://www.business2.com/glossary/1,1652,D,00.html
Careers - Saven Technologies
System processes Work with Data Repository, Ab Initio Graphs to load populate etc. Cleanse Data, Load Data, Process Large Data Sets.
http://www.saventech.com/Careers-CurrentJobs.html
99Q3 - Forecast revenues for software packages that cleanse, translate
Computer Industry Forecasts Copyright 1998 Data Analysis Group Software DAG+ Forecast revenues for software packages ...that cleanse, translate, map, and analyze customer data QUALITY MOVES TO THE FOREFRONT Download this file in
http://www.infott.com/favorites/99345120.htm
Material Safety Data Sheet – Sani Cleanse
Safety DataSheet – Sani-Cleanse Manufacturer:      Burns Chemical Systems, Inc.                     ... as known or suspected human carcinogens. Ecological Information No Data Available Disposal Considerations Ensure disposal in
http://www.burnssystems.com/WebMSDS/msds-sanicleansew.htm
KBase -- Data Mining for CRM -- Fuzzy Logic, Genetic Algorithm, Neural
Knowledge Suite kTree Knowledge Suite is a data mining capabilities in a network and web environment. Once fully ...fully leverage the data for advanced data mining, it is necessary to cleanse and preprocess them to reach maximum capacity.
http://www.kbasecorp.com/
Atre Data Warehouse/Data Mart Navigator
Data warehouse ...or even a data mart? What are the business objectives? ... repository. Step 6: Data Aquisition & Cleansing How do I... Extract Cleanse Scrub Reconcile Aggregate Summarize ...data from various sources for the data
http://www.atre.com/navigator/
Glossary
[ Home ] [ Reports ] [ Data Warehousing ] [ Web Technology ] [ Web Statistics ] [ Related Web ... as the detail data. Bi-directional Extracts The ability to extract, cleanse, and transfer data in two directions among different types of
http://www.nulook.uneb.edu/about/glossary.html
ITtoolbox: Rethinking Data Quality for the Internet Age
... Data Corporation predicts e-commerce applications will leap from $1.7 ... point solutions were integrated into the warehouse architecture to cleanse and household customer-centric data. The next series of milestones transpired when the
http://www.ittoolbox.com/peer/data_quality.asp
Data Warehouse Glossary
... | Company | Contact Home Thematic Mapping Healthcare Data Warehouse Glossary Access Path: The path chosen by a database ...as the detail data. Bi-directional Extracts: The ability to extract, cleanse, and transfer data in two directions
http://www.the-town.com/resource/glossary.htm
Business 2.0 - Web Guide - Data Cleaning -e0
... here to visit our advertiser. Home > Guide Topics > Technology > Data Cleaning Data Cleaning WEB GUIDE • Software & Services SOURCES 1-14 ...a little problem. Find out how costly dirty data can be. Learn how to cleanse data." (2/15/01)
http://business20.com/webguide/0,1660,6868|204|0|0|1|a,00.html
Business Intelligence, Decision Processing & Data Warehousing-Brio
... Briefs * Booklet Series * Bookstore _| Related Links: Achieving Data Warehouse Meltdown Surveying the New Frontier Table of Contents ... Designing a poor data model Underestimating the ECTL (extract, cleanse, transform, and load)
http://www.brio.com/library/white_papers/wp_meltdown.html
Business 2.0 - Web Guide - Data Cleaning -e0
... here to visit our advertiser. Home > Guide Topics > Technology > Data Cleaning Data Cleaning WEB GUIDE • Software & Services SOURCES 1-12 ...a little problem. Find out how costly dirty data can be. Learn how to cleanse data." (2/15/01)
http://ecompanynow.com/webguide/0,1660,6868|121|0|0|1|a,00.html
Data Cleaning and Integration
Data Cleaning and Integration Data integration ETI*Data Cleanse, Evolutionary Technologies International Encloses 3 components: Data Cleaning, Data Matching and Quality Review Data cleaning:
http://cosmos.inesc.pt/~hig/cleaning.html
TDWI Data Warehousing Essentials: Data Acquisition and Cleansing ...
rules. The rules may be applied to cleanse data at the source, during transformation, or in warehousing databases. Exercises reinforce
http://www.dw-institute.com/education/courses/courses2.asp?session_code=74
FreeMarkets - Spend Visibility – The Next Frontier of ...
Is there a single solution that can help you do all this? Analytical software can help you collect and cleanse data. Management
http://www.manufacturing.net/esec/Article_257476.htm
Business Information
Collect the Data Validate, Enter Store Data Extract Transfer Data Transform, Cleanse Data Analyse, Interpret Data Determine Communicate Consequences
http://www.dataanalytics.com/businfo.pdf
Data Warehouse and Analytics
the reporting and analysis value of existing data structures; Cleanse data in order to support consolidate reporting across organization and application silos;
http://www.ndsweb.com/solutions/solutions_dwa.shtml
Data Cleansing Helps E-Businesses Run More Efficiently
Pegasus chose Vality Technology Inc.s Integrity software to investigate and cleanse data. Pegasus selected the software after conversations
http://www.informationweek.com/781/clean.htm
DQ Now - Iterative Refinement
cleansing.). Steps: Profile raw data to establish a baseline; Cleanse the data, review changes, adjust cleansing settings repeat;
http://dqnow.com/iterativerefinement.html
DATA WAREHOUSE ARCHITECTURE
format and structure of the data warehouse), cleanse (to make sure it is of sufficient quality to be used for decision making) and load (cleanse data is put
http://www.bits-pilani.ac.in/dlp-home/online/studymat/2002_2003/sszg515/dwarchi.htm
Welcome Data Administration
IQUP0001 - Cleanse vendor file data in FRS. IQUP0010 - Cleanse ethnic code data in SIS and HRS. IQUP0011 - Cleanse country code data in SIS, FRS and HRS.
http://www.uky.edu/IS/DataAdmin/DOCS/dq/dataquality.htm
Computerworld Data Management Report
- A data warehouse is a very large database with special sets of tools to extract and cleanse data from operational systems and to analyze data.
http://www.computerworld.com/databasetopics/data/report
Collections of Data - Computerworld
-- A data warehouse is a very large database with special sets of tools to extract and cleanse data from operational systems and to analyze data.
http://www.computerworld.com/databasetopics/data/story/0,10801,70095,00.html
EpoDB: a database of genes expressed during vertebrate ...
Tools have been developed to automate data extraction from online resources, cleanse data of errors, enter information manually from the primary literature
http://www.cbil.upenn.edu/EpoDB/release/papers/EpoDB.PDF
EasyHomeschooling: AIM Life Enhancers Store (Health products)
Parasite Cleanse Data Sheet; Parasite Evaluation; Survey Card. Retail $ 147.50 ($130.50). Business Opportunity! The greatest reward
http://www.easyhomeschooling.net/healthsolutions.html
Trillium Software: News - Archive
As a result, leading edge enterprises are looking for easy-to-implement data quality technologies that will cleanse data wherever it resides, whether that be
http://www.trilliumsoft.com/site/content/km/press_128.asp
Data Cleansing Functions.fm
existing data. This paper is not an exhaustive study of all functions available within SAS Ò to cleanse data. Instead the objective
http://www.meridian-software.com/pdf/bahlerdataclean.pdf
::: Modernform Enterprise Computing :::
impact areas;; Using business rules and data validations to cleanse data during the data movement process;; Monitoring and managing
http://www.mfec.co.th/quality_manager_p2.html
Bookpool: Improving Data Warehouse and Business Information ...
information quality tools for your environment; How to reengineer and cleanse data to improve the information product before it reaches your data warehouse;
http://www.bookpool.com/.x/aii6z8j0l4/sm/0471253839
Depsi-desenvolvimento de projectos e serviços de informática
its industry high profitability. Recently, Cincinnati Financial used Trillium to cleanse data in its claim system. The Challenge.
http://www.depsi.pt/produtos/casestudy_hkbc.htm
CINCINNATI
industry high profitability. Recently, Cincinnati Financial used Trillium to cleanse data in its claim system. The Challenge High
http://www.lexken.co.kr/02_pro/casestudy/Cincinnati%20Financial.pdf
posting DATA WAREHOUSE CONTRACTOR OR PERM USING COBOL, DATASTAGE ...
Among other things, must be able to design the flow of data from one place to another, cleanse data, consolidate data, and populate data models.
http://www.careerlink.org/0/4/6/7/po/000807.htm
? The current state
cleanse data but maintain no history and do not have a logical data model. easier to cleanse and access the raw data for DW.
http://home.pusan.ac.kr/~yschoi/DataMining/3-1-9.htm
Internet Week Supply chains Ascential Buys Data Quality ...
part of the effort to pull data from one system and prep it for import into another across a supply chain, as well as the tools to cleanse data, or ensure
http://www.internetweek.com/supplyChain/INW20020312S0002
Data Cleansing
errors in data; Enables you to audit and cleanse data set; Puts you in control of reliable and consistent data; Rapid implementation
http://www.episys.com/pages/datacleansing.htm
MATERIAL SAFETY DATA SHEET TRIPLE S MEDI-CLEANSE ANTIBACTERIAL
MATERIAL SAFETY DATA SHEET SECTION 1 ­ PRODUCT/MANUFACTURERS IDENTITY PRODUCT NAME: TRIPLE S MEDI-CLEANSE ANTIBACTERIAL PRODUCT USE: ANTIBACTERIAL SKIN
http://www.triple-s.com/msds/440/MEDICLEANSE.pdf
Dynamic Health Strategies
basis, our experts will aggregate data sets from proprietary or commercial data sets, build lexicons that allow data reconciliation, and cleanse data for apples
http://www.dhsgroup.com/datareconciliation.html
Acta Leverages the Trillium Software System: Delivers Automated ...
The new ActaWorks Trillium Java Interface, built with ActaWorks extensible Adapter Framework, allows users to parse and cleanse data, whether in batch or real
http://industry.java.sun.com/javanews/stories/story2/0,1072,45360,00.html
TDAN Leonard Dubois - Achieving Enterprise Data Quality
Projects to cleanse data are often created when a crisis occurs, and a key project may be in danger of failure. Unfortunately, many
http://www.tdan.com/i006fe07.htm
Siebel 2000 Integration with Trillium Software System® Data ...
It may be run either interactively or in a background mode. The RealTime Connector provides the ability to cleanse and match data at the point of entry.
http://www.siebel.com/partners/portal/docs/datasheets/DataSheetTrillium2000.pdf
Your data requirements
Telephone, Nature of Business, Which services are you interested in? Data Source, Data Cleanse, Data Tools, How many databases do you currently run? 1, 2, 3, 4, 5+,
http://www.thecognoscente.co.uk/data_form.htm
HE Butt Selects QRS (QRS Press Release)
The QRS Enabling Services team worked with HE Butt suppliers to gather and cleanse data such as weight, size and other relevant information.
http://www.qrs.com/news/press_releases/2000/00_10_17_heb.asp
Google Directory - Computers Software Databases Data ...
The SAS Data Quality Solution bundle includes SAS Data Quality - Cleanse, SAS/Warehouse Administrator, and the Dataflux DFPower Studio and Match modules.
http://directory.google.com/Top/Computers/Software/Databases/Data_Warehousing/Data_Integrity_and_Cleansing_Tools/
vnunet.com Beware of stringent privacy statements
Jones says a company can legally cleanse data before selling it, by emailing registered customers to let them know about the change in management.
http://www.itweek.co.uk/Analysis/1123310
MSDS Do(DELETED)ent for MLD BOWL CLEANSE
BOWL CLEANSE, Effective Date: 09/27/99, Supercedes: 02/10/98. Ref: 29 CFR 1910.1200 (OSHA), Changes: Address and Format. This do(DELETED)ent has been prepared using data
http://www.spartanchemical.com/sfa/MSDSRep.nsf/DocId/2F3C7866BDAC51BA852567DD0067FE33?OpenDo(DELETED)ent
Barnes Noble.com - Improving Data Warehouse and Business ...
your environment; How to reengineer and cleanse data to improve the information product before it reaches your data warehouse; How to
http://search.barnesandnoble.com/booksearch/isbnInquiry.asp?isbn=0471253839&pwb=1
articles
Then there will be times when, after several days of data analysis, you find out that you couldnt cleanse a data element even if you wanted to.
http://www.methodfocus.com/guideln.htm
Data Management Consultants - Services
This is essentially the same skill required to manage a SAP Migration and Data Cleanse project. Vivamex have now led three such projects.
http://www.vivamex.com/services.html
Wash Me - DATA MANAGEMENT - CIO Magazine Feb. 15, 2001
BY BETH STACKPOLE Reader ROI Understand why poor data quality is no longer a little problem Find out how costly dirty data can be Learn how to cleanse data
http://www.cio.com/archive/021501/data_content.html
Case Studies :: RDA Solution Helps Capture and Analyze Invaluable ...
cross-selling of its products. RDA provided the ability to cleanse data as the information comes in. The database was set up not
http://www.rdacustomsoftware.com/casestudies/marketingdata.asp
Depsi-desenvolvimento de projectos e serviços de informática
The repository would be used to cleanse data and return it to the legacy systems that run the mission-critical operations of the company’s business units.
http://www.depsi.pt/produtos/casestudy_3m.htm
Data Quality
SAS Data Quality - Cleanse Software. http://www.sas.com/rnd/warehousing/cleanse/. Data Quality Now. e-Scrub - Cleanse Your Data. http://www.sconsig.com/e-scrub.htm.
http://www.iturls.com/English/TechHotspot/TH_DataQuality.asp
Data Warehouses
Detailed design of a corporate data warehouse database Specification of programs to extract and cleanse data from three divisional systems Research and design
http://www.ontologic.com.au/data_warehouses.htm
Obtain 60% Response Rates using Proven Techniques -- David ...
Web. Company Name, Build Awareness, Brand, Educate, Generate Leads, Qualify Leads, Response Rates, Enhance Relationship, Cleanse Data, Drive Traffic, Fulfillment.
http://www.a2.com/marketing-mix.html
Comdex White Papers: Data Warehouse Software
Product Type: Software Description: It is a powerful data quality tool that enables you to analyze, cleanse, and standardize data.
http://whitepapers.comdex.com/data/plist?t=987097376_52693417
Name of Interface Here Do(DELETED)ent
3. Cleanse Data 3.2 Narrative - Functional This section will describe the above flowchart, diagrams and object model in a textual step-by-step description.
https://bss-pmprd.fnal.gov/wh/docs/projects/a0003/Interface_Design_Template.pdf
Data Quality Moves To The Forefront
And while the need to cleanse data is apparent, business IT is only slowly realizing how to transform customer data into bottom-line benefits.
http://www.informationweek.com/753/prdata.htm
success st ory
In the process, the organization has been able to reduce from weeks to days, the amount of time it takes to collect and cleanse data for analysis.
http://www.informatica.com/products/overview/library/anderson_11_02_cs1369_a.pdf
SAS Data Quality-Cleanse - ZDNet Tech Update
A data quality tool that enables users to analyze, cleanse, and standardize data. It is designed to manage quality on an enterprise wide scale, solving issues for IT professionals and Business
http://channel.cnet.com/enterprise/0-6119735-720-9719090.html
Time for a change
data in retail catalogs have errors, costing companies between $60-$80 per hour and adding, on average, 25 minutes per stock- keeping unit to cleanse data.
http://knowledgebase.uccnet.org/Docs/PressRoom/Releases/2002/sctn2.pdf
MSDS Do(DELETED)ent for GERMICIDAL BOWL CLEANSE
BOWL CLEANSE, Effective Date: 09/23/99, Supercedes: 02/10/98. Ref: 29 CFR 1910.1200 (OSHA), Changes: Address and Format. This do(DELETED)ent has been prepared using data
http://www.spartanchemical.com/sfa/MSDSRep.nsf/DocId/CF1620160B3948B9852567D80069C0C7?OpenDo(DELETED)ent
What is Data Warehousing?
queries. Can merge data from multiple source systems. Can be used to “cleanse” data if needed. Complements “production” systems.
http://www.state.tn.us/finance/act/ppt/fast/tsld007.htm
Open Directory - Computers: Software: Databases: Data Warehousing ...
The SAS Data Quality Solution bundle includes SAS Data Quality - Cleanse, SAS/Warehouse Administrator, and the Dataflux DFPower Studio and Match modules.
http://dmoz.org/Computers/Software/Databases/Data_Warehousing/Data_Integrity_and_Cleansing_Tools/
Chemical Data Sheet
Safety Data Sheet: MATERIAL, PREPARATION AND COMPANY IDENTIFICATION. Trade Name. Aqua Dosa Soft Cleanse (AD4). Supplier. Aqua Cure Plc. Address: Aqua Cure House.
http://www.aquacure.co.uk/scripts/ACSoftcleanse(AD4).doc
Business 2.0 - Web Guide - Data Cleaning -e1
3. CIO: Wash Me Understand why poor data quality is no longer a little problem. Find out how costly dirty data can be. Learn how to cleanse data. (2/15/01).
http://www.business2.com/webguide/0,1660,6868,00.html
Conning Institutional Research Publications Press Releases
, Pay particular attention to data cleansing requirements. -, Allocate sufficient time to cleanse data. -, Develop for results (and not just analysis).
http://www.conning.com/irpstore/PressReleases/001109.asp
Massachusetts Health Data Consortium
__ User-defined outcomes measures using any combination of events or clinical triggers (CSC). __ Validate and cleanse data (Data).
http://www.mahealthdata.org/mhdc/mhdc2.nsf/e214ac63ff65c87e852564580073a9fd/56de2c468d24c181852567bd005f8ea3!OpenDo(DELETED)ent
AMR Research | Analyst Bios
Companies would cleanse data monthly or even semi-annually to reduce duplicate entries in their database and match up incomplete records.
http://www.amrresearch.com/aboutus/analysts.asp?EmpId=24
Course 975
Load) Manager, you can extract and stage disparate data types across multiple platforms, while applying business rules to transform and cleanse data to load
http://education.informationbuilders.com/jsp/edu/coursedesc.jsp?course=975
Silversmith Refiner - Quick Start Guide
To cleanse data, specify a Primary Query. Include the primary key field. Include type. Make sure the data you want to cleanse is indexed.
http://www.silversmithsoftware.com/srHelp/quickStart.htm
DPM DataBuilder
Transform Operational Data; Cleanse Data; De-Normalise Data; Aggregate Data Rows; Standardise Data Fields; Filter Required Data; Combine Multiple Sources.
http://www.dpmsys.com/products/databuilder.htm
Save the Children Deploys Ascential Software To Ensure Quality of ...
In a separate project, Save the Children is deploying INTEGRITY to integrate and cleanse donor data in the company’s existing historical donor tracking
http://www.ascentialsoftware.com/news/2002/june/06112002.htm
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