Visit us at www.ITTA.net

R - - Graph Mining COURS RCHARTS

Course overview

R is considered by many practitioners in financial engineering, and as one of the most powerful graphic representation software (with MATLAB).

Audience

Engineers Managers or marketing/financial analysts

At course completion

Create the most common asked undergraduate or graduate level charts and plots in schools, organizations or corporate business for 2D, 3D, GIS (Geographic Information System), or mining representations thanks to this complete and powerful software that is R No maths will be done or explained during this course (you can request the corresponding theoretical course)

Prerequisites

Participants should have followed or have knowledge covered by: R - Programming

Course outline

Module 1: Introduction Module 2: R vs non-free alternatives for charts & plots Module 3: Why avoid when possible the use of packages Module 4: Text tree Module 5: Phylogenic trees (phylogram, cladogram) Module 6: Vectorial (draw arrows with texts) Module 7: Draw rectangles, ellipses, circles (venn diagrams), polygons Module 8: Control Window Module 9: Customize plot axis (ticks, legends, gradient color bar) Module 10: Strips plot Module 11: X-Y dots and line diagrams Module 12: Colors, line width, titles, points types, etc. Module 13: Zoom on subset Module 14: Iso-density curves Module 15: Points with bar charts Module 16: Add Error-Bars Module 17: Cleveland plot Module 18: Dot plots Module 19: Sunflower plot Module 20: Coplot Module 21: Cross subplots Module 22: Association plot Module 23: Mosaic plot Module 24: Bar charts (frequencies charts) Module 25: Customize colors, patterns Module 26: Add Error bars Module 27: Multiple groups bar

ITTA - Route des Jeunes 33 Bis - 1227 Carouge | t +41 58 307 73 00 | f +41 58 307 73 01 | [email protected] Page 1 of 3

Visit us at www.ITTA.net

Module 27: Multiple groups Module 28: Stacked bar chart Module 29: Horizontal bar chart Module 30: Normalized bar chart (percentage bar chart) Module 31: Beautify bar charts Module 32: Waterfall chart Module 33: chart with bins choice Module 34: Histogram chart with threshold Module 35: Histogram with dates Module 36: Overlay histogram with transparency Module 37: with margin histogram Module 38: Scatter plot with margin box-plots Module 39: Lorenz curve and Gini index Module 40: 3D Bar charts Module 41: Charts combinations Module 42: Subplots Module 43: Margins Module 44: Sparklines plot Module 45: Empirical distribution and repartition functions Module 46: Quantile-Quantile plots Module 47: 2D and 3D sectors charts Module 48: Ring charts Module 49: Radar chart Module 50: Ishikawa chart (Cause-and-Effect diagram) Module 51: Radial chart Module 52: Pareto chart Module 53: Box-Plots charts Module 54: Violon charts Module 55: Pyramid chart Module 56: 3D Surface plots Module 57: Plot a surface Module 58: Control colors Module 59: Add color bar Module 60: Control perspective Module 61: Add wireframe Module 62: Control transparency Module 63: Contour plot of surface Module 64: 3D kernel smoothing plot Module 65: Animated 3D surface Module 66: 3D points plot Module 67: Mix 3D surface and point plots Module 68: 3D scatter plot Module 69: 3D time point plot with spline interpolation Module 70: Bubbles diagrams Module 71: Distribution intervals Module 72: Lattice plots Module 73: Graph theory plot Module 74: Simple graph theory plot based on adjency matrix Module 75: Migration plot based on adjency matrix Module 76: Relations network plot Module 77: Heatmap Tree Module 78: Hierarchical clustering tree plot Module 79: Ternary diagrams of mixtures designs Module 80: Fractales Module 81: Export a chart/plot as an image or PDF Module 82: Introduction to Geographic Statistics Module 83: WorldMap statistics (package rworldmap) Module 84: Plots statistics on Google maps/Open maps (package ggmap) Module 85: Calendar density MapCalendriers de densité Module 86: +Much more depending on remaining time Module 87: Conclusion

Courseware documentation

ITTA - Route des Jeunes 33 Bis - 1227 Carouge | t +41 58 307 73 00 | f +41 58 307 73 01 | [email protected] Page 2 of 3

Visit us at www.ITTA.net

Book: R - La Bible en images et en couleurs

Practice Labs & exercises

The training is based on small practical exercises based on the training book.

Related courses

Complete your curriculum by following these additional courses: RQUAL - R - RDATA - R - Data Mining and Text Mining RFINANCE - R - Quantitative Finance

ITTA - Route des Jeunes 33 Bis - 1227 Carouge | t +41 58 307 73 00 | f +41 58 307 73 01 | [email protected] Page 3 of 3