First RMD
AnnmolH
October 23, 2017
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# for development
knitr::opts_chunk$set(echo=TRUE, eval=TRUE, error=TRUE, warning=TRUE, message=TRUE, cache=FALSE, tidy=FALSE, fig.path='figures/')
# for production
#knitr::opts_chunk$set(echo=TRUE, eval=TRUE, error=FALSE, warning=FALSE, message=FALSE, cache=FALSE, tidy=FALSE, fig.path='figures/')** Load Libraries**
library(tidyr)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionRead Nifty
dfrNifty <- read.csv("C:\\Program Files\\R\\R-3.4.1\\nifty-data.csv",header = T,stringsAsFactors = FALSE)
head(dfrNifty)## RecDate Mkt Series Sector Symbol NameOfTheSecurityInNse
## 1 2014-12-01 N EQ Cement ACC ACC LIMITED
## 2 2014-12-01 N EQ Cement AMBUJACEM AMBUJA CEMENTS LTD
## 3 2014-12-01 N EQ FMCG ASIANPAINT ASIAN PAINTS LIMITED
## 4 2014-12-01 N EQ FinSrvc AXISBANK AXIS BANK LIMITED
## 5 2014-12-01 N EQ Auto BAJAJ-AUTO BAJAJ AUTO LIMITED
## 6 2014-12-01 N EQ FinSrvc BANKBARODA BANK OF BARODA
## PrevClose OpenPrice HighPrice LowPrice ClosePrice TradeValue TradeQty
## 1 1475.35 1476.00 1479.7 1461.15 1470.95 202553784 137735
## 2 229.90 229.25 233.5 228.55 230.35 348745207 1512068
## 3 744.70 753.95 802.2 753.10 797.05 2576774020 3291847
## 4 481.20 484.40 493.2 481.15 489.15 2267475272 4634567
## 5 2640.80 2642.50 2660.8 2613.05 2636.30 527142941 199683
## 6 1087.20 1091.00 1104.7 1074.35 1082.65 1447645708 1328730
## IndSec CoprInd Trades X52W_High X52W_Low
## 1 Y 6422 1564.65 970.15
## 2 Y 19712 243.80 150.10
## 3 Y 68366 802.20 460.20
## 4 Y 53177 2043.05 369.05
## 5 Y 10121 2695.00 1793.20
## 6 Y 29489 1104.70 511.15Filter Nifty
dfrNifty.filt <- filter(dfrNifty,grepl("^TATA",dfrNifty$NameOfTheSecurityInNse))
head(dfrNifty.filt)## RecDate Mkt Series Sector Symbol NameOfTheSecurityInNse
## 1 2014-12-01 N EQ Auto TATAMOTORS TATA MOTORS LIMITED
## 2 2014-12-01 N EQ Power TATAPOWER TATA POWER CO LTD
## 3 2014-12-01 N EQ Metals TATASTEEL TATA STEEL LIMITED
## 4 2014-12-01 N EQ InfoTech TCS TATA CONSULTANCY SERV LT
## 5 2014-12-02 N EQ Auto TATAMOTORS TATA MOTORS LIMITED
## 6 2014-12-02 N EQ Power TATAPOWER TATA POWER CO LTD
## PrevClose OpenPrice HighPrice LowPrice ClosePrice TradeValue TradeQty
## 1 533.50 539.85 539.85 530.10 536.00 2722536582 5093458
## 2 93.00 92.50 93.25 90.00 90.45 220499479 2416386
## 3 473.35 475.00 475.00 459.15 461.15 1429327906 3075179
## 4 2643.00 2650.50 2700.00 2645.25 2692.95 2545619658 948177
## 5 536.00 535.70 535.80 528.10 528.95 1886210374 3555543
## 6 90.45 90.45 91.70 90.05 90.65 174722314 1923777
## IndSec CoprInd Trades X52W_High X52W_Low
## 1 Y 134346 550.7 332.10
## 2 Y 9698 115.6 71.40
## 3 Y 47384 579.9 332.00
## 4 Y 50222 2839.7 1983.05
## 5 Y 42325 550.7 332.10
## 6 Y 9930 115.6 71.40show summary
summary(dfrNifty)## RecDate Mkt Series
## Length:2100 Length:2100 Length:2100
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
## Sector Symbol NameOfTheSecurityInNse
## Length:2100 Length:2100 Length:2100
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
## PrevClose OpenPrice HighPrice LowPrice
## Min. : 78.25 Min. : 78.8 Min. : 79.5 Min. : 76.55
## 1st Qu.: 274.12 1st Qu.: 273.5 1st Qu.: 278.3 1st Qu.: 269.95
## Median : 629.25 Median : 626.0 Median : 632.2 Median : 619.00
## Mean :1012.49 Mean :1011.5 Mean :1022.9 Mean : 999.07
## 3rd Qu.:1425.33 3rd Qu.:1424.9 3rd Qu.:1435.2 3rd Qu.:1399.78
## Max. :4359.85 Max. :4387.0 Max. :4402.2 Max. :4292.60
## ClosePrice TradeValue TradeQty
## Min. : 78.25 Min. :4.755e+07 Min. : 23606
## 1st Qu.: 273.74 1st Qu.:5.790e+08 1st Qu.: 795035
## Median : 625.17 Median :1.038e+09 Median : 1904322
## Mean :1010.47 Mean :1.518e+09 Mean : 3087293
## 3rd Qu.:1423.83 3rd Qu.:1.798e+09 3rd Qu.: 4067533
## Max. :4349.85 Max. :8.269e+10 Max. :41580102
## IndSec CoprInd Trades X52W_High
## Length:2100 Length:2100 Min. : 2010 Min. : 115.6
## Class :character Class :character 1st Qu.: 20160 1st Qu.: 400.3
## Mode :character Mode :character Median : 34954 Median : 829.8
## Mean : 44814 Mean :1278.3
## 3rd Qu.: 60083 3rd Qu.:1776.6
## Max. :283121 Max. :4402.2
## X52W_Low
## Min. : 71.4
## 1st Qu.: 228.1
## Median : 369.1
## Mean : 670.5
## 3rd Qu.: 855.4
## Max. :2880.0include Plots You can also embed plots, for example:
plot(pressure)