rladies · davidsichinava · May 16, 2017 · May 22, 2017 · May 22, 2017 · May 22, 2017
diff --git a/R-Ladies Tbilisi.pdf → 2016_12_13_1_Launch/R-Ladies Tbilisi.pdf b/R-Ladies Tbilisi.pdf → 2016_12_13_1_Launch/R-Ladies Tbilisi.pdf
diff --git a/First Lesson1.R → 2016_12_13_1_Launch/launch_intro.R b/First Lesson1.R → 2016_12_13_1_Launch/launch_intro.R
diff --git a/cars.csv → 2016_12_13_2_read_handle_data/cars.csv b/cars.csv → 2016_12_13_2_read_handle_data/cars.csv
@@ -404,4 +404,4 @@ mpg,engine,horse,weight,accel,year,origin,cylinder,American,Japanese,European,te
 44,97,52,2130,24.6,82,2,4,0,0,1,24
 32,135,84,2295,11.6,82,1,4,1,0,0,18
 28,120,79,2625,18.6,82,1,4,1,0,0,20
-31,119,82,2720,19.4,82,1,4,1,0,0,18
+31,119,82,2720,19.4,82,1,4,1,0,0,18
diff --git a/data1.txt → 2016_12_13_2_read_handle_data/data1.txt b/data1.txt → 2016_12_13_2_read_handle_data/data1.txt
diff --git a/Session 2.R → 2016_12_13_2_read_handle_data/vectors.R b/Session 2.R → 2016_12_13_2_read_handle_data/vectors.R
diff --git a/Session 3.R → 2016_12_22_3_data_types/datatypes.R b/Session 3.R → 2016_12_22_3_data_types/datatypes.R
diff --git a/Session 5.R → 2017_01_26_5_dataviz/dataviz.R b/Session 5.R → 2017_01_26_5_dataviz/dataviz.R
@@ -38,4 +38,4 @@ plot2.1 <- ggplot(pop_yield, aes(x = Ave_pop_growth, y = abs(Latitude), colour =
 plot2.1 <- plot2.1 + geom_text(aes(y=abs(Latitude)+0.7, label=Country), size = 4.5, vjust=0, check_overlap = T) 
 plot2.1 <- plot2.1 + labs(x="average population growth", y="Latitude/Absolute Value")
 plot2.1 <- plot2.1 + ggtitle("Figure 14: Average population growth and Latitude \nand Yield Plateau (0) and Substantial Growth Countries (1)")
-plot2.1 <- plot2.1 + labs(colour="Yield Trend Group")
+plot2.1 <- plot2.1 + labs(colour="Yield Trend Group")
diff --git a/landbank.csv → 2017_01_26_5_dataviz/landbank.csv b/landbank.csv → 2017_01_26_5_dataviz/landbank.csv
diff --git a/pop_yield_trend.csv → 2017_01_26_5_dataviz/pop_yield_trend.csv b/pop_yield_trend.csv → 2017_01_26_5_dataviz/pop_yield_trend.csv
diff --git a/Tday_Kherson.csv → 2017_02_09_6_scraping_data/Tday_Kherson.csv b/Tday_Kherson.csv → 2017_02_09_6_scraping_data/Tday_Kherson.csv
diff --git a/Tday_Tbilisi.csv → 2017_02_09_6_scraping_data/Tday_Tbilisi.csv b/Tday_Tbilisi.csv → 2017_02_09_6_scraping_data/Tday_Tbilisi.csv
diff --git a/Tday_Tbilisi2.csv → 2017_02_09_6_scraping_data/Tday_Tbilisi2.csv b/Tday_Tbilisi2.csv → 2017_02_09_6_scraping_data/Tday_Tbilisi2.csv
diff --git a/Session 6.R → 2017_02_09_6_scraping_data/scrapingdata.R b/Session 6.R → 2017_02_09_6_scraping_data/scrapingdata.R
diff --git a/T-test! presentation.pptx → ..._02_23_7_Ttests/T-test! presentation.pptx b/T-test! presentation.pptx → ..._02_23_7_Ttests/T-test! presentation.pptx
diff --git a/Session 7 Ttests.R → 2017_02_23_7_Ttests/Ttests.R b/Session 7 Ttests.R → 2017_02_23_7_Ttests/Ttests.R
diff --git a/Session_8_Linear_Regression.R → 2017_03_09_8_Linear_Regression/linear.R b/Session_8_Linear_Regression.R → 2017_03_09_8_Linear_Regression/linear.R
diff --git a/2017_03_14_9_Plotting/Georgia Pyramid.csv b/2017_03_14_9_Plotting/Georgia Pyramid.csv
diff --git a/2017_03_14_9_Plotting/Georgia_Data_UN.csv b/2017_03_14_9_Plotting/Georgia_Data_UN.csv
@@ -0,0 +1,152 @@
+variable,type,year,value,geo
+GDP: Gross domestic product (million current US$),economic,2014,16530,
+GDP: Gross domestic product (million current US$),economic,2010,11638,
+GDP: Gross domestic product (million current US$),economic,2005,6411,
+"GDP growth rate (annual %, const. 2005 prices)",economic,2014,4.8,
+"GDP growth rate (annual %, const. 2005 prices)",economic,2010,6.2,
+"GDP growth rate (annual %, const. 2005 prices)",economic,2005,9.6,
+GDP per capita (current US$),economic,2014,4097,
+GDP per capita (current US$),economic,2010,2738.3,
+GDP per capita (current US$),economic,2005,1432.5,
+Economy: Agriculture (% of GVA),economic,2014,9.1,
+Economy: Agriculture (% of GVA),economic,2010,8.3,
+Economy: Agriculture (% of GVA),economic,2005,16.5,
+Economy: Industry (% of GVA),economic,2014,24,
+Economy: Industry (% of GVA),economic,2010,22,
+Economy: Industry (% of GVA),economic,2005,26.5,
+Economy: Services and other activity (% of GVA),economic,2014,66.9,
+Economy: Services and other activity (% of GVA),economic,2010,69.8,
+Economy: Services and other activity (% of GVA),economic,2005,57,
+Employment: Agriculture (% of employed),economic,2014,NA,
+Employment: Agriculture (% of employed),economic,2010,53.4,
+Employment: Agriculture (% of employed),economic,2005,54.3,
+Employment: Industry (% of employed),economic,2014,NA,
+Employment: Industry (% of employed),economic,2010,10.4,
+Employment: Industry (% of employed),economic,2005,9.3,
+Employment: Services and other (% of employed),economic,2014,NA,
+Employment: Services and other (% of employed),economic,2010,36.2,
+Employment: Services and other (% of employed),economic,2005,36.4,
+Unemployment (% of labour force),economic,2014,12.4,
+Unemployment (% of labour force),economic,2010,16.3,
+Unemployment (% of labour force),economic,2005,13.8,
+Labour force participation female,economic,2014,57,
+Labour force participation female,economic,2010,56.2,
+Labour force participation female,economic,2005,55.4,
+CPI: Consumer price index (2000=100),economic,2014,NA,
+CPI: Consumer price index (2000=100),economic,2010,189,
+CPI: Consumer price index (2000=100),economic,2005,132,
+Agricultural production index (2004-2006=100),economic,2014,86,
+Agricultural production index (2004-2006=100),economic,2010,67,
+Agricultural production index (2004-2006=100),economic,2005,121,
+Food production index (2004-2006=100),economic,2014,88,
+Food production index (2004-2006=100),economic,2010,68,
+Food production index (2004-2006=100),economic,2005,121,
+Index of industrial production (2005=100),economic,2014,185,
+Index of industrial production (2005=100),economic,2010,137,
+Index of industrial production (2005=100),economic,2005,100,
+"Balance of payments, current account (million US$)",economic,2014,-1820,
+"Balance of payments, current account (million US$)",economic,2010,-1328,
+"Balance of payments, current account (million US$)",economic,2005,-757,
+Exports (million US$),economic,2015,2203.6,
+Imports (million US$),economic,2015,7724.4,
+Balance (million US$),economic,2015,-5520.8,
+Major trading partners (% of exports),Azerbaijan,2015,10.9,
+Major trading partners (% of exports),Bulgaria,2015,9.7,
+Major trading partners (% of exports),Turkey,2015,7.6,
+Major trading partners (% of imports),Turkey,2015,17.2,
+Major trading partners (% of imports),China,2015,7.6,
+Major trading partners (% of imports),Russia,2015,6.7,
+Population growth rate (average annual %),social,2010-2015,-1.2,
+Urban population (%),social,2015,53.6,
+Urban population growth rate (average annual %),social,2010-2015,-0.1,
+"Fertility rate, total (live births per woman)",social,2010-2015,1.8,
+"Life expectancy at birth (females, years)",social,2010-2015,78.1,
+"Life expectancy at birth (males, years)",social,2010-2015,70.9,
+Total dependency ratio (Pop. aged 0-14 & 65+ per 100 pop. 15-64),social,2015,46,
+Tourist arrivals at national borders (000),social,2014,2229,
+Refugees and others of concern to UNHCR,social,mid-2015,268306,
+Infant mortality rate (per 1 000 live births),social,2010-2015,14,
+Health: Total expenditure (% of GDP),social,2014,7.4,
+Health: Physicians (per 1 000 pop.),social,2013,4.3,
+Education: Government expenditure (% of GDP),social,2014,2,
+Education: Tertiary gross enrolment ratio (f-m per 100 pop.),social,2014,8.9,
+Intentional homicide rate (per 100 000 pop.),social,2014,2.7,
+Seats held by women in national parliaments (%),social,2016,11.3,
+Mobile-cellular subscriptions (per 100 inhabitants),Environment,2014,124.9,
+Individuals using the Internet (%),Environment,2014,48.9,
+Patents: Resident filings (per million pop.),Environment,2014,24,
+Threatened species,Environment,2015,114,
+Forested area (% of land area),Environment,2013,40.6,
+CO2 emission estimates (tons per capita),Environment,2013,1.8,
+"Energy production, primary (Petajoules)",Environment,2013,59,
+Energy supply per capita (Gigajoules),Environment,2013,40,
+Terrestrial and marine areas protected (% of total area),Environment,2014,6.5,
+Net Official Development Assistance received (% of GNI),Environment,2014,3.4,
+Export of Services,Travel,2012,55.5,
+Export of Services,Transportation,2012,33.4,
+Export of Services,Remaining,2012,11.1,
+Total Services Trade,Exports,2000,0.4,
+Total Services Trade,Exports,2001,0.4,
+Total Services Trade,Exports,2002,0.5,
+Total Services Trade,Exports,2003,0.5,
+Total Services Trade,Exports,2004,0.6,
+Total Services Trade,Exports,2005,0.7,
+Total Services Trade,Exports,2006,0.8,
+Total Services Trade,Exports,2007,0.8,
+Total Services Trade,Exports,2008,1,
+Total Services Trade,Exports,2009,2,
+Total Services Trade,Exports,2010,1.5,
+Total Services Trade,Exports,2011,2,
+Total Services Trade,Exports,2012,2.5,
+Total Services Trade,Imports,2000,0.4,
+Total Services Trade,Imports,2001,0.4,
+Total Services Trade,Imports,2002,0.5,
+Total Services Trade,Imports,2003,0.5,
+Total Services Trade,Imports,2004,0.7,
+Total Services Trade,Imports,2005,0.8,
+Total Services Trade,Imports,2006,0.8,
+Total Services Trade,Imports,2007,0.7,
+Total Services Trade,Imports,2008,0.8,
+Total Services Trade,Imports,2009,0.9,
+Total Services Trade,Imports,2010,1,
+Total Services Trade,Imports,2011,1.1,
+Total Services Trade,Imports,2012,1.1,
+Merchandize Trade Balance,Exports,2013,0,Dev. Asia Pacific
+Merchandize Trade Balance,Exports,2013,0.5,Europe
+Merchandize Trade Balance,Exports,2013,0.4,North America
+Merchandize Trade Balance,Exports,2013,0.3,South Eastern Europe
+Merchandize Trade Balance,Exports,2013,2,CIS
+Merchandize Trade Balance,Exports,2013,0,North Africa
+Merchandize Trade Balance,Exports,2013,0.1,Sub-Saharan Africa
+Merchandize Trade Balance,Exports,2013,0.1,Latin Am. And Carr.
+Merchandize Trade Balance,Exports,2013,0.2,Eastern Asia
+Merchandize Trade Balance,Exports,2013,0.2,Southern Asia
+Merchandize Trade Balance,Exports,2013,0,South-Eastern Asia
+Merchandize Trade Balance,Exports,2013,0.4,Western Asia
+Merchandize Trade Balance,Exports,2013,0,Oceania
+Merchandize Trade Balance,Imports,2013,0.5,Dev. Asia Pacific
+Merchandize Trade Balance,Imports,2013,2,Europe
+Merchandize Trade Balance,Imports,2013,0.5,North America
+Merchandize Trade Balance,Imports,2013,0.7,South Eastern Europe
+Merchandize Trade Balance,Imports,2013,2.2,CIS
+Merchandize Trade Balance,Imports,2013,0,North Africa
+Merchandize Trade Balance,Imports,2013,0,Sub-Saharan Africa
+Merchandize Trade Balance,Imports,2013,0.2,Latin Am. And Carr.
+Merchandize Trade Balance,Imports,2013,0.8,Eastern Asia
+Merchandize Trade Balance,Imports,2013,0.4,Southern Asia
+Merchandize Trade Balance,Imports,2013,0.2,South-Eastern Asia
+Merchandize Trade Balance,Imports,2013,1.7,Western Asia
+Merchandize Trade Balance,Imports,2013,0,Oceania
+Merchandize Trade Balance,Balance,2013,-0.5,Dev. Asia Pacific
+Merchandize Trade Balance,Balance,2013,-1.5,Europe
+Merchandize Trade Balance,Balance,2013,-0.1,North America
+Merchandize Trade Balance,Balance,2013,-0.4,South Eastern Europe
+Merchandize Trade Balance,Balance,2013,-0.2,CIS
+Merchandize Trade Balance,Balance,2013,0,North Africa
+Merchandize Trade Balance,Balance,2013,0.1,Sub-Saharan Africa
+Merchandize Trade Balance,Balance,2013,-0.1,Latin Am. And Carr.
+Merchandize Trade Balance,Balance,2013,-0.6,Eastern Asia
+Merchandize Trade Balance,Balance,2013,-0.2,Southern Asia
+Merchandize Trade Balance,Balance,2013,-0.2,South-Eastern Asia
+Merchandize Trade Balance,Balance,2013,-1.3,Western Asia
+Merchandize Trade Balance,Balance,2013,0,Oceania
diff --git a/2017_03_14_9_Plotting/Georgia_Population_2014.csv b/2017_03_14_9_Plotting/Georgia_Population_2014.csv
@@ -0,0 +1,37 @@
+geo,type,Total,Georgians,Azeris,Armenians,Russians,Ossetians,Yezidis,Ukrainians,Kists,Greeks,Assyrians,Other,Refusal,Not stated
+GEORGIA,Total,3713804,3224564,233024,168102,26453,14385,12174,6034,5697,5544,2377,14346,591,513
+C. Tbilisi,Total,1108717,996804,15187,53409,13350,4313,11194,3239,84,1861,972,7828,177,299
+Autonomous Republic of Adjara,Total,333953,320742,340,5461,3679,101,81,793,NA,575,131,1940,21,85
+Guria,Total,113350,111168,34,1228,564,30,17,141,0,28,0,133,NA,NA
+Imereti,Total,533906,530288,106,709,1384,143,NA,398,0,109,125,614,NA,17
+Kakheti,Total,318583,271298,32354,2191,1921,2526,504,202,5581,158,NA,1806,NA,32
+Mtskheta-Mtianeti,Total,94573,89343,2316,291,252,1327,61,80,NA,55,709,136,0,NA
+Racha-Lechkhumi and Kvemo Svaneti,Total,32089,31977,NA,NA,29,28,0,NA,0,NA,0,29,0,0
+Samegrelo-Zemo Svaneti,Total,330761,328662,64,143,1173,46,NA,312,0,55,36,264,0,NA
+Samtskhe-Javakheti,Total,160504,77498,89,81089,712,393,NA,142,0,420,NA,147,NA,NA
+Kvemo Kartli,Total,423986,217305,177032,21500,2631,810,305,510,25,2113,362,968,370,55
+Shida Kartli,Total,263382,249479,5501,2072,758,4668,NA,208,NA,163,34,481,NA,NA
+GEORGIA,Urban,2122623,1928099,43666,86538,22507,6981,11935,5285,230,3525,1620,11224,560,453
+C. Tbilisi,Urban,1078297,970878,11356,53183,13260,4175,11116,3223,83,1840,966,7745,174,298
+Autonomous Republic of Adjara,Urban,184774,172984,302,5273,3369,91,81,728,NA,396,131,1315,15,85
+Guria,Urban,31904,30602,23,825,252,15,11,68,0,15,0,89,NA,NA
+Imereti,Urban,258510,255685,80,640,979,79,NA,285,0,96,124,519,NA,15
+Kakheti,Urban,71526,68272,280,922,793,293,435,84,118,68,NA,250,0,NA
+Mtskheta-Mtianeti,Urban,21259,20905,11,67,88,82,36,38,0,NA,NA,23,0,0
+Racha-Lechkhumi and Kvemo Svaneti,Urban,6970,6931,NA,NA,NA,NA,0,NA,0,NA,0,18,0,0
+Samegrelo-Zemo Svaneti,Urban,129391,127883,55,118,834,31,0,194,0,42,36,195,0,NA
+Samtskhe-Javakheti,Urban,54663,34205,76,19306,385,315,NA,114,0,147,NA,107,NA,NA
+Kvemo Kartli,Urban,180118,140116,29589,4830,2072,632,250,409,24,821,337,646,362,30
+Shida Kartli,Urban,105211,99638,1893,1370,469,1263,NA,141,NA,89,19,317,NA,NA
+GEORGIA,Rural,1591181,1296465,189358,81564,3946,7404,239,749,5467,2019,757,3122,31,60
+C. Tbilisi,Rural,30420,25926,3831,226,90,138,78,16,NA,21,NA,83,NA,NA
+Autonomous Republic of Adjara,Rural,149179,147758,38,188,310,NA,0,65,0,179,0,625,NA,0
+Guria,Rural,81446,80566,11,403,312,15,NA,73,0,13,0,44,0,NA
+Imereti,Rural,275396,274603,26,69,405,64,NA,113,0,13,NA,95,NA,NA
+Kakheti,Rural,247057,203026,32074,1269,1128,2233,69,118,5463,90,NA,1556,NA,24
+Mtskheta-Mtianeti,Rural,73314,68438,2305,224,164,1245,25,42,NA,48,707,113,0,NA
+Racha-Lechkhumi and Kvemo Svaneti,Rural,25119,25046,0,NA,23,23,0,NA,0,NA,0,11,0,0
+Samegrelo-Zemo Svaneti,Rural,201370,200779,NA,25,339,15,NA,118,0,13,0,69,0,NA
+Samtskhe-Javakheti,Rural,105841,43293,13,61783,327,78,0,28,0,273,0,40,NA,NA
+Kvemo Kartli,Rural,243868,77189,147443,16670,559,178,55,101,NA,1292,25,322,NA,25
+Shida Kartli,Rural,158171,149841,3608,702,289,3405,NA,67,0,74,15,164,NA,0
diff --git a/Session_9_Plotting.R → 2017_03_14_9_Plotting/Plotting.R b/Session_9_Plotting.R → 2017_03_14_9_Plotting/Plotting.R
diff --git a/Session_9_POPULATION_BY_AGE_BOTH_SEXES.csv → ...ession_9_POPULATION_BY_AGE_BOTH_SEXES.csv b/Session_9_POPULATION_BY_AGE_BOTH_SEXES.csv → ...ession_9_POPULATION_BY_AGE_BOTH_SEXES.csv
diff --git a/...429d-b6f3-448c-8d74-596a02d6ea33_Data.csv → ...429d-b6f3-448c-8d74-596a02d6ea33_Data.csv b/...429d-b6f3-448c-8d74-596a02d6ea33_Data.csv → ...429d-b6f3-448c-8d74-596a02d6ea33_Data.csv