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Transforming & Presenting Quantitative Data: Classifications & Effective Graphs - Prof. El, Study notes of Information Technology

An overview of quantitative data, its classifications (attribute and discrete variable), and the considerations when using it for data presentation. It also discusses good and bad graphical representations, choosing the best display tool, and comparing formats for clarity. The document emphasizes the importance of effective data visualization for stimulating thinking and communicating complex ideas.

Typology: Study notes

2009/2010

Uploaded on 12/06/2010

flom-nick
flom-nick 🇺🇸

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Download Transforming & Presenting Quantitative Data: Classifications & Effective Graphs - Prof. El and more Study notes Information Technology in PDF only on Docsity! Transforming data between format Quantitative Data Two Classifications of Data Qualitative Qualitative data is data which is not numerically significant.  color of cars  feelings about a new product  taste  thoughts on the ride Quantitative Quantitative data is data which is expressed in numerical terms.  number of hours worked  amount spent  cups of coffee drunk  number of cars passing per hour http://www.hnc-business.co.uk/les04_unit5.html Good Graphical Representations: Focus attention Stimulate interest Improve message comprehension Add variety and emphasis Explain complex facts and processes Reinforce key points Make abstract ideas complete Leave a lasting impression http://docs.google.com/viewer?a=v&q=cache:0N5tv-s1hdMJ:gametlibrary.worldbank.org/FILES/74_Tips%2520for%2520using%2520gr aphics.pdf+data+presentation+techniques&hl=en&gl=us&pid=bl&srcid=ADGEESgDl8ul9HLzZ4LdAK-BXCrUv5FPnnMK2FwOacNnBBW 27EuXnWryTxFv0EalhzpJPN8LyIgsPBgXYquFEXUZiHCd1QB946QcGkH4EM6H1prDM2xW-6uG7tFM2u1KstvxlAnfK6ZC&sig=AHIEtbR1Cqt 14uLQw6GJzwCcMzdwCe0Phw Bad Graphical Representations: Bore Alienate Confuse Overwhelm Inhibit communication http://docs.google.com/viewer?a=v&q=cache:0N5tv-s1hdMJ:gametlibrary.worldbank.org/FILES/74_Tips%2520for%2520using %2520graphics.pdf+data+presentation+techniques&hl=en&gl=us&pid=bl&srcid=ADGEESgDl8ul9HLzZ4LdAK- BXCrUv5FPnnMK2FwOacNnBBW27EuXnWryTxFv0EalhzpJPN8LyIgsPBgXYquFEXUZiHCd1QB946QcGkH4EM6H1prDM2xW- 6uG7tFM2u1KstvxlAnfK6ZC&sig=AHIEtbR1Cqt14uLQw6GJzwCcMzdwCe0Phw Choosing the Best Display Tool To Show Use Data Needed Frequency of occurrence: Simple percentages or comparisons of magnitude Bar chart Pie chart Pareto chart Tallies by category (data can be attribute data or variable data divided into categories) Trends over time Line graph Run chart Control chart Measurements taken in chronological order (attribute or variable data can be used) Distribution: Variation not related to time (distributions) Histograms Forty or more measurements (not necessarily in chronological order, variable data) Association: Looking for a correlation between two things Scatter diagram Forty or more paired measurements (measures of both things of interest, variable data) http://www.qaproject.org/methods/ resstattools.html Different types of maps Ghart/Graph Each feature on the map is illustrated in a chart on the map State GS Property SB Income 5 tales State HS Property BS Income C5 Sales Dot density map Wendy Heard ESART Census tracts 1 Dot = 250 people Wendy Heard ESART http://docs.google.com/viewer?a=v&q=cache:ON5tv-s1hdM):gametlibrary.worldbank.org/FILES/74_Tips%2520for%2520 using 520graphics. pdf+data+presentation+techniq ues&hl=en&gl= us&pid=bl&srcid =ADGEESgDI8ul9HLzZ4LdAK- BXCrUv 5FPnnMK2FwOacNnBBW27EuxXnWryTxFvOEalhzp|PN8LylgsPBgXYq uFEXUZiIHCd 1QB946QcGkH4EM6H1prDM2xW- 6uG7tFM2ulKstvxlAnfK6ZC&sig=AHIEtbR1Cqt1 4 uLQw6GJzwCcMzdwCe0Phw Quantitative Data – Not a Chart or Map http://docs.google.com/viewer?a=v&q=cache:0N5tv-s1hdMJ:gametlibrary.worldbank.org/FILES/74_Tips%2520for%2520using %2520graphics.pdf+data+presentation+techniques&hl=en&gl=us&pid=bl&srcid=ADGEESgDl8ul9HLzZ4LdAK- BXCrUv5FPnnMK2FwOacNnBBW27EuXnWryTxFv0EalhzpJPN8LyIgsPBgXYquFEXUZiHCd1QB946QcGkH4EM6H1prDM2xW- 6uG7tFM2u1KstvxlAnfK6ZC&sig=AHIEtbR1Cqt14uLQw6GJzwCcMzdwCe0Phw Tools for Making Graphical Displays MS Word Has chart and graph function Data can be entered into a table, highlighted, and turned into a graph or chart  “Insert” -> “Charts”  “Insert” -> “SmartArt Graphics” MS Excel Similar options to MS Word Data can be enter in Excel, highlighted, and turned into a graph or chart MS Powerpoint Similar options to MS Word and MS Excel Tables and graphics can be pasted from MS Word and MS Excel
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