author | bhanu |
Mon, 15 Nov 2010 14:40:49 +0530 | |
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#+LaTeX_CLASS: beamer |
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#+LaTeX_CLASS_OPTIONS: [presentation] |
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#+BEAMER_FRAME_LEVEL: 1 |
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#+BEAMER_HEADER_EXTRA: \usetheme{Warsaw}\usecolortheme{default}\useoutertheme{infolines}\setbeamercovered{transparent} |
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#+COLUMNS: %45ITEM %10BEAMER_env(Env) %10BEAMER_envargs(Env Args) %4BEAMER_col(Col) %8BEAMER_extra(Extra) |
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#+PROPERTY: BEAMER_col_ALL 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 :ETC |
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#+LaTeX_CLASS: beamer |
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#+LaTeX_CLASS_OPTIONS: [presentation] |
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#+LaTeX_HEADER: \usepackage[english]{babel} \usepackage{ae,aecompl} |
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#+LaTeX_HEADER: \usepackage{mathpazo,courier,euler} \usepackage[scaled=.95]{helvet} |
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#+LaTeX_HEADER: \usepackage{listings} |
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#+LaTeX_HEADER:\lstset{language=Python, basicstyle=\ttfamily\bfseries, |
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#+LaTeX_HEADER: commentstyle=\color{red}\itshape, stringstyle=\color{darkgreen}, |
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#+LaTeX_HEADER: showstringspaces=false, keywordstyle=\color{blue}\bfseries} |
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#+TITLE: Statistics |
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#+AUTHOR: FOSSEE |
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#+DATE |
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#+EMAIL: info@fossee.in |
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#+DESCRIPTION: |
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#+KEYWORDS: |
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#+LANGUAGE: en |
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#+OPTIONS: H:3 num:nil toc:nil \n:nil @:t ::t |:t ^:t -:t f:t *:t <:t |
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#+OPTIONS: TeX:t LaTeX:nil skip:nil d:nil todo:nil pri:nil tags:not-in-toc |
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* Outline |
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- Doing statistical operations in Python |
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- Summing set of numbers |
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- Finding there mean |
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- Finding there Median |
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- Finding there Standard Deviation |
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* Data set |
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- A;015163;JOSEPH RAJ S;083;042;47;00;72;244;;; |
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The following are the fields in any given line. |
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- Region Code which is 'A' |
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- Roll Number 015163 |
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- Name JOSEPH RAJ S |
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- Marks of 5 subjects: -- English 083 -- |
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Hindi 042 -- Maths 47 -- |
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Science 35 -- Social 72 |
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- Total marks 244 |
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* Question |
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- In the given file football.txt at path /home/fossee/football.txt , |
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one column is player name,second is goals at home |
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and third goals away. |
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- Find the total goals for each player |
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- Mean home and away goals |
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- Standard deviation of home and away goals |
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* Solution |
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#+begin_src python |
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L=loadtxt('/home/amit/football.txt',usecols=(1,2), |
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delimiter=',') |
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sum(L,1) |
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mean(L,0) |
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std(L,0) |
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#+end_src python |
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* Summary |
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- sum |
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- mean |
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- median |
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- std |
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