datatable(combined_xi,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
## Warning in instance$preRenderHook(instance): It seems your data is too
## big for client-side DataTables. You may consider server-side processing:
## https://rstudio.github.io/DT/server.html
combined_xiprovince<-combined_xi%>%
filter(str_detect(tolower(combined_xi$event),"travelled")==TRUE)%>%
filter(country.etc=="China")
##split and retain string prior to the occurence of the word "Province" or "Municipality"
keywords<-"(province|autonomous|municipality)(.)*"
xi_NOTbeijing<-combined_xiprovince%>%
filter(str_detect(tolower(combined_xiprovince$event),keywords)==TRUE)
province<-as.data.frame(sub(keywords,"",tolower(xi_NOTbeijing$event)))
colnames(province)[1] <- "province"
as.character(province$province)
## [1] "\n\t\t\t\t\t\txi jinping travelled to tianjin "
## [2] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [3] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [4] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [5] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [6] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [7] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [8] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [9] "\n\t\t\t\t\t\txi jinping travelled to guangdong "
## [10] "\n\t\t\t\t\t\txi jinping travelled to guangdong "
## [11] "\n\t\t\t\t\t\txi jinping travelled to guangdong "
## [12] "\n\t\t\t\t\t\txi jinping travelled to liaoning "
## [13] "\n\t\t\t\t\t\txi jinping travelled to liaoning "
## [14] "\n\t\t\t\t\t\txi jinping travelled to jilin "
## [15] "\n\t\t\t\t\t\txi jinping travelled to guizhou "
## [16] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [17] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [18] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [19] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [20] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [21] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [22] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [23] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [24] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [25] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [26] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [27] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [28] "\n\t\t\t\t\t\txi jinping travelled to liaoning "
## [29] "\n\t\t\t\t\t\txi jinping travelled to hubei "
## [30] "\n\t\t\t\t\t\txi jinping travelled to hubei "
## [31] "\n\t\t\t\t\t\txi jinping travelled to hubei "
## [32] "\n\t\t\t\t\t\txi jinping travelled to hubei "
## [33] "\n\t\t\t\t\t\txi jinping travelled to hubei "
## [34] "\n\t\t\t\t\t\txi jinping travelled to hubei "
## [35] "\n\t\t\t\t\t\txi jinping travelled to hubei "
## [36] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [37] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [38] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [39] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [40] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [41] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [42] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [43] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [44] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [45] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [46] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [47] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [48] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [49] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [50] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [51] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [52] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [53] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [54] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [55] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [56] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [57] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [58] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [59] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [60] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [61] "\n\t\t\t\t\t\txi jinping travelled to hebei "
## [62] "\n\t\t\t\t\t\txi jinping travelled to hebei "
## [63] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [64] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [65] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [66] "\n\t\t\t\t\t\tli keqiang travelled to shanghai "
## [67] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [68] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [69] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [70] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [71] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [72] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [73] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [74] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [75] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [76] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [77] "\n\t\t\t\t\t\txi jinping travelled to tianjin "
## [78] "\n\t\t\t\t\t\txi jinping travelled to tianjin "
## [79] "\n\t\t\t\t\t\txi jinping travelled to tianjin "
## [80] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [81] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [82] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [83] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [84] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [85] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [86] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [87] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [88] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [89] "\n\t\t\t\t\t\txi jinping travelled to shanxi "
## [90] "\n\t\t\t\t\t\txi jinping travelled to shanxi "
## [91] "\n\t\t\t\t\t\txi jinping travelled to shanxi "
## [92] "\n\t\t\t\t\t\txi jinping travelled to shanxi "
## [93] "\n\t\t\t\t\t\txi jinping travelled to guangxi zhuang "
## [94] "\n\t\t\t\t\t\txi jinping travelled to guangxi zhuang "
## [95] "\n\t\t\t\t\t\txi jinping travelled to guangxi zhuang "
## [96] "\n\t\t\t\t\t\txi jinping travelled to guizhou "
## [97] "\n\t\t\t\t\t\txi jinping travelled to hebei "
## [98] "\n\t\t\t\t\t\txi jinping travelled to hebei "
## [99] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [100] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [101] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [102] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [103] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [104] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [105] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [106] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [107] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [108] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [109] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [110] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [111] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [112] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [113] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [114] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [115] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [116] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [117] "\n\t\t\t\t\t\txi jinping travelled to qinghai "
## [118] "\n\t\t\t\t\t\txi jinping travelled to qinghai "
## [119] "\n\t\t\t\t\t\txi jinping travelled to hebei "
## [120] "\n\t\t\t\t\t\txi jinping travelled to ningxia hui "
## [121] "\n\t\t\t\t\t\txi jinping travelled to ningxia hui "
## [122] "\n\t\t\t\t\t\txi jinping travelled to ningxia hui "
## [123] "\n\t\t\t\t\t\txi jinping travelled to ningxia hui "
## [124] "\n\t\t\t\t\t\txi jinping travelled to ningxia hui "
## [125] "\n\t\t\t\t\t\txi jinping travelled to heilongjiang "
## [126] "\n\t\t\t\t\t\txi jinping travelled to heilongjiang "
## [127] "\n\t\t\t\t\t\txi jinping travelled to heilongjiang "
## [128] "\n\t\t\t\t\t\txi jinping travelled to heilongjiang "
## [129] "\n\t\t\t\t\t\txi jinping travelled to heilongjiang "
## [130] "\n\t\t\t\t\t\txi jinping travelled to heilongjiang "
## [131] "\n\t\t\t\t\t\txi jinping travelled to heilongjiang "
## [132] "\n\t\t\t\t\t\txi jinping travelled to anhui "
## [133] "\n\t\t\t\t\t\txi jinping travelled to anhui "
## [134] "\n\t\t\t\t\t\txi jinping travelled to anhui "
## [135] "\n\t\t\t\t\t\txi jinping travelled to anhui "
## [136] "\n\t\t\t\t\t\txi jinping travelled to anhui "
## [137] "\n\t\t\t\t\t\txi jinping travelled to jiangxi "
## [138] "\n\t\t\t\t\t\txi jinping travelled to jiangxi "
## [139] "\n\t\t\t\t\t\txi jinping travelled to chongqing "
## [140] "\n\t\t\t\t\t\txi jinping travelled to chongqing "
## [141] "\n\t\t\t\t\t\txi jinping travelled to chongqing "
## [142] "\n\t\t\t\t\t\txi jinping travelled to chongqing "
## [143] "\n\t\t\t\t\t\txi jinping travelled to chongqing "
## [144] "\n\t\t\t\t\t\txi jinping travelled to chongqing "
## [145] "\n\t\t\t\t\t\txi jinping travelled to chongqing "
## [146] "\n\t\t\t\t\t\txi jinping travelled to chongqing "
## [147] "\n\t\t\t\t\t\txi jinping travelled to chongqing "
## [148] "\n\t\t\t\t\t\txi jinping travelled to chongqing "
## [149] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [150] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [151] "\n\t\t\t\t\t\txi jinping travelled to jilin "
## [152] "\n\t\t\t\t\t\txi jinping travelled to jilin "
## [153] "\n\t\t\t\t\t\txi jinping travelled to jilin "
## [154] "\n\t\t\t\t\t\txi jinping travelled to jilin "
## [155] "\n\t\t\t\t\t\txi jinping travelled to jilin "
## [156] "\n\t\t\t\t\t\txi jinping travelled to guizhou "
## [157] "\n\t\t\t\t\t\txi jinping travelled to guizhou "
## [158] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [159] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [160] "\n\t\t\t\t\t\txi jinping travelled to zhejiang "
## [161] "\n\t\t\t\t\t\txi jinping travelled to shaanxi "
## [162] "\n\t\t\t\t\t\txi jinping travelled to shaanxi "
## [163] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [164] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [165] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [166] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [167] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [168] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [169] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [170] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [171] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [172] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [173] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [174] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [175] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [176] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [177] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [178] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [179] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [180] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [181] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [182] "\n\t\t\t\t\t\txi jinping travelled to shaanxi "
## [183] "\n\t\t\t\t\t\txi jinping travelled to shaanxi "
## [184] "\n\t\t\t\t\t\txi jinping travelled to shaanxi "
## [185] "\n\t\t\t\t\t\txi jinping travelled to yunnan "
## [186] "\n\t\t\t\t\t\txi jinping travelled to yunnan "
## [187] "\n\t\t\t\t\t\txi jinping travelled to yunnan "
## [188] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [189] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [190] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [191] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [192] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [193] "\n\t\t\t\t\t\txi jinping travelled to hubei "
## [194] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [195] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [196] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [197] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [198] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [199] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [200] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [201] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [202] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [203] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [204] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [205] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [206] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [207] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [208] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [209] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [210] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [211] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [212] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [213] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [214] "\n\t\t\t\t\t\txi jinping travelled to jiangsu "
## [215] "\n\t\t\t\t\t\txi jinping travelled to fujian "
## [216] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [217] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [218] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [219] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [220] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [221] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [222] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [223] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [224] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [225] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [226] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [227] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [228] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [229] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [230] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [231] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [232] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [233] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [234] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [235] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [236] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [237] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [238] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [239] "\n\t\t\t\t\t\txi jinping travelled to shanghai "
## [240] "\n\t\t\t\t\t\txi jinping travelled to henan "
## [241] "\n\t\t\t\t\t\txi jinping travelled to henan "
## [242] "\n\t\t\t\t\t\txi jinping travelled to xinjiang uygur "
## [243] "\n\t\t\t\t\t\txi jinping travelled to xinjiang uygur "
## [244] "\n\t\t\t\t\t\txi jinping travelled to henan "
## [245] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [246] "\n\t\t\t\t\t\txi jinping travelled to inner mongolia "
## [247] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [248] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [249] "\n\t\t\t\t\t\txi jinping travelled to shandong "
## [250] "\n\t\t\t\t\t\txi jinping travelled to hunan "
## [251] "\n\t\t\t\t\t\txi jinping travelled to hunan "
## [252] "\n\t\t\t\t\t\txi jinping travelled to hunan "
## [253] "\n\t\t\t\t\t\txi jinping travelled to hebei "
## [254] "\n\t\t\t\t\t\txi jinping travelled to liaoning "
## [255] "\n\t\t\t\t\t\txi jinping travelled to liaoning "
## [256] "\n\t\t\t\t\t\txi jinping travelled to hubei "
## [257] "\n\t\t\t\t\t\txi jinping travelled to hubei "
## [258] "\n\t\t\t\t\t\txi jinping travelled to hebei "
## [259] "\n\t\t\t\t\t\txi jinping travelled to gansu "
## [260] "\n\t\t\t\t\t\txi jinping travelled to gansu "
## [261] "\n\t\t\t\t\t\txi jinping travelled to gansu "
## [262] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [263] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [264] "\n\t\t\t\t\t\txi jinping travelled to sichuan "
## [265] "\n\t\t\t\t\t\txi jinping travelled to tianjin "
## [266] "\n\t\t\t\t\t\txi jinping travelled to tianjin "
## [267] "\n\t\t\t\t\t\txi jinping travelled to tianjin "
## [268] "\n\t\t\t\t\t\txi jinping travelled to guangdong "
## [269] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [270] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [271] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [272] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [273] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [274] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [275] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [276] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [277] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [278] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [279] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [280] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [281] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [282] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [283] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [284] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [285] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [286] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [287] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [288] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [289] "\n\t\t\t\t\t\txi jinping travelled to hainan "
## [290] "\n\t\t\t\t\t\txi jinping travelled to gansu "
## [291] "\n\t\t\t\t\t\txi jinping travelled to gansu "
## [292] "\n\t\t\t\t\t\txi jinping travelled to gansu "
xi_provinces<-as.data.frame(stringi::stri_extract_last_words(province$province))
xi_domestic<-cbind(xi_NOTbeijing,xi_provinces)
xi_domestic<-xi_domestic %>% distinct(date, .keep_all = TRUE)
colnames(xi_domestic)[10] <- "province"
xi_provincevisits<-xi_domestic%>%
select("date","province")
sar<-"sar(.)*"
xi_sarvisits<-combined_xiprovince%>%
filter(str_detect(tolower(combined_xiprovince$event),"\\bsar\\b(.)*")==TRUE)
xi_SAR<-as.data.frame(grep("\\bsar\\b(.)*",tolower(combined_xiprovince$event), value=T))
colnames(xi_SAR)[1]<-"event"
SARs<-as.data.frame(sub(sar,"",tolower(xi_SAR$event)))
colnames(SARs)[1] <- "province"
SARs$province<-as.character(SARs$province)
xi_sar_visit<-as.data.frame(stringi::stri_extract_last_words(SARs$province))
colnames(xi_sar_visit)[1] <- "province"
xi_sar_visit$province<-str_replace_all(xi_sar_visit$province,"kong","hong kong")
xi_sar<-cbind(xi_sarvisits,xi_sar_visit)
xi_sar<-xi_sar %>% distinct(date, .keep_all = TRUE)
colnames(xi_sar)[10] <- "province"
xi_sar_final<-xi_sar%>%
select("date","province")
All Xi domestic province and municipality visit count over his term
xi_allchina_visits<-rbind(xi_provincevisits,xi_sar_final)
datatable(xi_allchina_visits,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
Xi province and municipality unique visit count over his term
xi_provincecount<-xi_allchina_visits %>%
group_by(province) %>%
tally()
xi_provincecount$province<-str_replace_all(xi_provincecount$province,"mongolia","inner mongolia")
xi_provincecount$province<-str_replace_all(xi_provincecount$province,"^hui","ningxia")
xi_provincecount$province<-str_replace_all(xi_provincecount$province,"uyghur","xinjiang")
xi_provincecount$province<-str_replace_all(xi_provincecount$province,"zhuang","guangxi")
datatable(xi_provincecount,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
Do the same for Hu …
combined_hu<-rbind(framehu13,framehu12,framehu11,framehu10,framehu09,framehu08,framehu07,framehu06,framehu05,framehu04,framehu03)
combined_hu$country.etc[is.na(combined_hu$country.etc)==TRUE]<-"China"
combined_huprovince<-combined_hu%>%
filter(str_detect(tolower(combined_hu$event),"travelled")==TRUE)%>%
filter(country.etc=="China")
##split and retain string prior to the occurence of the word "Province" or "Municipality"
keywords<-"(province|autonomous|municipality)(.)*"
hu_NOTbeijing<-combined_huprovince%>%
filter(str_detect(tolower(combined_huprovince$event),keywords)==TRUE)
province<-as.data.frame(sub(keywords,"",tolower(hu_NOTbeijing$event)))
colnames(province)[1] <- "province"
as.character(province$province)
## [1] "\n\t\t\t\t\t\thu jintao travelled to jiangsu "
## [2] "\n\t\t\t\t\t\thu jintao travelled to guizhou "
## [3] "\n\t\t\t\t\t\thu jintao travelled to liaoning "
## [4] "\n\t\t\t\t\t\thu jintao travelled to tianjin "
## [5] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [6] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [7] "\n\t\t\t\t\t\twen jiabao travelled to guangdong "
## [8] "\n\t\t\t\t\t\thu jintao travelled to guizhou "
## [9] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [10] "\n\t\t\t\t\t\t travelled to guangdong "
## [11] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [12] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [13] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [14] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [15] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [16] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [17] "\n\t\t\t\t\t\thu jintao travelled to ukraine, "
## [18] "\n\t\t\t\t\t\thu jintao travelled to sichuan "
## [19] "\n\t\t\t\t\t\thu jintao travelled to tianjin "
## [20] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [21] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [22] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [23] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [24] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [25] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [26] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [27] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [28] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [29] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [30] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [31] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [32] "\n\t\t\t\t\t\thu jintao travelled to hebei "
## [33] "\n\t\t\t\t\t\thu jintao travelled to hebei "
## [34] "\n\t\t\t\t\t\thu jintao travelled to hebei "
## [35] "\n\t\t\t\t\t\thu jintao travelled to hebei "
## [36] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [37] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [38] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [39] "\n\t\t\t\t\t\thu jintao travelled to jilin "
## [40] "\n\t\t\t\t\t\thu jintao travelled to guangxi zhuang "
## [41] "\n\t\t\t\t\t\thu jintao travelled to henan "
## [42] "\n\t\t\t\t\t\thu jintao travelled to henan "
## [43] "\n\t\t\t\t\t\thu jintao travelled to henan "
## [44] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [45] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [46] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [47] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [48] "\n\t\t\t\t\t\thu jintao travelled to qinghai "
## [49] "\n\t\t\t\t\t\thu jintao travelled to ningxia hui "
## [50] "\n\t\t\t\t\t\thu jintao travelled to fujian "
## [51] "\n\t\t\t\t\t\thu jintao travelled to fujian "
## [52] "\n\t\t\t\t\t\thu jintao travelled to fujian "
## [53] "\n\t\t\t\t\t\thu jintao travelled to shaanxi "
## [54] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [55] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [56] "\n\t\t\t\t\t\thu jintao travelled to hebei "
## [57] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [58] "\n\t\t\t\t\t\thu jintao travelled to shandong "
## [59] "\n\t\t\t\t\t\thu jintao travelled to shandong "
## [60] "\n\t\t\t\t\t\thu jintao travelled to shandong "
## [61] "\n\t\t\t\t\t\thu jintao travelled to xinjiang uygur "
## [62] "\n\t\t\t\t\t\thu jintao travelled to yunnan "
## [63] "\n\t\t\t\t\t\thu jintao travelled to heilongjiang "
## [64] "\n\t\t\t\t\t\thu jintao travelled to sichuan "
## [65] "\n\t\t\t\t\t\thu jintao travelled to sichuan "
## [66] "\n\t\t\t\t\t\thu jintao travelled to shandong "
## [67] "\n\t\t\t\t\t\thu jintao travelled to shandong "
## [68] "\n\t\t\t\t\t\thu jintao travelled to jiangxi "
## [69] "\n\t\t\t\t\t\thu jintao travelled to sichuan "
## [70] "\n\t\t\t\t\t\thu jintao travelled to liaoning "
## [71] "\n\t\t\t\t\t\thu jintao travelled to shaanxi "
## [72] "\n\t\t\t\t\t\thu jintao travelled to anhui "
## [73] "\n\t\t\t\t\t\thu jintao travelled to gansu "
## [74] "\n\t\t\t\t\t\thu jintao travelled to henan "
## [75] "\n\t\t\t\t\t\thu jintao travelled to shandong "
## [76] "\n\t\t\t\t\t\thu jintao travelled to gansu "
## [77] "\n\t\t\t\t\t\thu jintao travelled to shaanxi "
## [78] "\n\t\t\t\t\t\thu jintao travelled to hebei "
## [79] "\n\t\t\t\t\t\thu jintao travelled to zhejiang "
## [80] "\n\t\t\t\t\t\thu jintao travelled to sichuan "
## [81] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [82] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [83] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [84] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [85] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [86] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [87] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [88] "\n\t\t\t\t\t\thu jintao travelled to shanxi "
## [89] "\n\t\t\t\t\t\thu jintao travelled to shanxi "
## [90] "\n\t\t\t\t\t\thu jintao travelled to anhui "
## [91] "\n\t\t\t\t\t\thu jintao travelled to tianjin "
## [92] "\n\t\t\t\t\t\thu jintao travelled to inner mongolia "
## [93] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [94] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [95] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [96] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [97] "\n\t\t\t\t\t\thu jintao travelled to chongqing "
## [98] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [99] "\n\t\t\t\t\t\thu jintao travelled to henan "
## [100] "\n\t\t\t\t\t\thu jintao travelled to ningxia hui "
## [101] "\n\t\t\t\t\t\thu jintao travelled to gansu "
## [102] "\n\t\t\t\t\t\thu jintao travelled to gansu "
## [103] "\n\t\t\t\t\t\thu jintao travelled to jilin "
## [104] "\n\t\t\t\t\t\thu jintao travelled to jilin "
## [105] "\n\t\t\t\t\t\thu jintao travelled to hebei "
## [106] "\n\t\t\t\t\t\thu jintao travelled to xinjiang uygur "
## [107] "\n\t\t\t\t\t\thu jintao travelled to hebei "
## [108] "\n\t\t\t\t\t\thu jintao travelled to qinghai "
## [109] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [110] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [111] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [112] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [113] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [114] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [115] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [116] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [117] "\n\t\t\t\t\t\thu jintao travelled to yunnan "
## [118] "\n\t\t\t\t\t\thu jintao travelled to shaanxi "
## [119] "\n\t\t\t\t\t\thu jintao travelled to shaanxi "
## [120] "\n\t\t\t\t\t\thu jintao travelled to fujian "
## [121] "\n\t\t\t\t\t\thu jintao travelled to qinghai "
## [122] "\n\t\t\t\t\t\thu jintao travelled to jiangsu "
## [123] "\n\t\t\t\t\t\thu jintao travelled to jiangsu "
## [124] "\n\t\t\t\t\t\thu jintao travelled to jiangsu "
## [125] "\n\t\t\t\t\t\thu jintao travelled to tianjin "
## [126] "\n\t\t\t\t\t\thu jintao travelled to jiangxi "
## [127] "\n\t\t\t\t\t\thu jintao travelled to shanxi "
## [128] "\n\t\t\t\t\t\thu jintao travelled to shandong "
## [129] "\n\t\t\t\t\t\thu jintao travelled to guizhou "
## [130] "\n\t\t\t\t\t\thu jintao travelled to guizhou "
## [131] "\n\t\t\t\t\t\thu jintao travelled to guizhou "
## [132] "\n\t\t\t\t\t\thu jintao travelled to guangxi zhuang "
## [133] "\n\t\t\t\t\t\thu jintao travelled to guangdong "
## [134] "\n\t\t\t\t\t\thu jintao travelled to sichuan "
## [135] "\n\t\t\t\t\t\thu jintao travelled to sichuan "
## [136] "\n\t\t\t\t\t\thu jintao travelled to sichuan "
## [137] "\n\t\t\t\t\t\thu jintao travelled to shanghai "
## [138] "\n\t\t\t\t\t\thu jintao travelled to jilin "
## [139] "\n\t\t\t\t\t\thu jintao travelled to jiangsu "
## [140] "\n\t\t\t\t\t\thu jintao travelled to jiangsu "
## [141] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [142] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [143] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [144] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [145] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [146] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [147] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [148] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [149] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [150] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [151] "\n\t\t\t\t\t\thu jintao travelled to hainan "
## [152] "\n\t\t\t\t\t\thu jintao travelled to shaanxi "
## [153] "\n\t\t\t\t\t\thu jintao travelled to hebei "
## [154] "\n\t\t\t\t\t\thu jintao travelled to henan "
## [155] "\n\t\t\t\t\t\thu jintao travelled to gansu "
## [156] "\n\t\t\t\t\t\thu jintao travelled to hunan "
## [157] "\n\t\t\t\t\t\thu jintao travelled to jiangxi "
## [158] "\n\t\t\t\t\t\thu jintao travelled to sichuan "
## [159] "\n\t\t\t\t\t\tjiang zemin travelled to liaoning "
## [160] "\n\t\t\t\t\t\thu jintao travelled to inner mongolia "
hu_provinces<-as.data.frame(stringi::stri_extract_last_words(province$province))
hu_domestic<-cbind(hu_NOTbeijing,hu_provinces)
hu_domestic<-hu_domestic %>% distinct(date, .keep_all = TRUE)
colnames(hu_domestic)[10] <- "province"
hu_provincevisits<-hu_domestic%>%
select("date","province")
sar<-"sar(.)*"
hu_sarvisits<-combined_huprovince%>%
filter(str_detect(tolower(combined_huprovince$event),"\\bsar\\b(.)*")==TRUE)
hu_SAR<-as.data.frame(grep("\\bsar\\b(.)*",tolower(combined_huprovince$event), value=T))
colnames(hu_SAR)[1]<-"event"
SARs<-as.data.frame(sub(sar,"",tolower(hu_SAR$event)))
colnames(SARs)[1] <- "province"
SARs$province<-as.character(SARs$province)
hu_sar_visit<-as.data.frame(stringi::stri_extract_last_words(SARs$province))
colnames(hu_sar_visit)[1] <- "province"
hu_sar_visit$province<-str_replace_all(hu_sar_visit$province,"kong","hong kong")
hu_sar<-cbind(hu_sarvisits,hu_sar_visit)
hu_sar<-hu_sar %>% distinct(date, .keep_all = TRUE)
colnames(hu_sar)[10] <- "province"
hu_sar_final<-hu_sar%>%
select("date","province")
datatable(hu_sar_final,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
Hu visits over this term
hu_allchina_visits<-rbind(hu_provincevisits,hu_sar_final)
hu_allchina_visits<-hu_allchina_visits[!grepl("ukraine", hu_allchina_visits$province),]
datatable(hu_allchina_visits,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
Hu Jintao’s unique count for provinces and municipalities over his term
### Count for Xi
hu_provincecount<-hu_allchina_visits %>%
group_by(province) %>%
tally()
hu_provincecount$province<-str_replace_all(hu_provincecount$province,"mongolia","inner mongolia")
hu_provincecount$province<-str_replace_all(hu_provincecount$province,"^hui","ningxia")
hu_provincecount$province<-str_replace_all(hu_provincecount$province,"uyghur","xinjiang")
hu_provincecount$province<-str_replace_all(hu_provincecount$province,"zhuang","guangxi")
hu_provincecount<-hu_provincecount[!grepl("ukraine", hu_provincecount$province),]
datatable(hu_provincecount,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
### Total number of visits for each
sum(xi_provincecount$n) #xi number
## [1] 133
sum(hu_provincecount$n) #hu number
## [1] 135
Analyse distribution across years and months
hu_allchina_visits$year<-format(as.POSIXct(hu_allchina_visits$date,format="%m/%d/%Y"),"%Y")
hu_allchina_visits$month<-format(as.POSIXct(hu_allchina_visits$date,format="%m/%d/%Y"),"%m")
hu_allchina_visits$year<-str_replace_all(hu_allchina_visits$year,"00","20")
Hu’s travel patterns over months
hu_travel_months<-hu_allchina_visits %>%
group_by(month) %>%
tally()
datatable(hu_travel_months,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
Hu’s travel patterns over years
hu_travel_year<-hu_allchina_visits %>%
group_by(year) %>%
tally()
datatable(hu_travel_year,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
Analyse distribution across years and months for Xi
xi_allchina_visits$year<-format(as.POSIXct(xi_allchina_visits$date,format="%m/%d/%Y"),"%Y")
xi_allchina_visits$month<-format(as.POSIXct(xi_allchina_visits$date,format="%m/%d/%Y"),"%m")
xi_allchina_visits$year<-str_replace_all(xi_allchina_visits$year,"00","20")
Xi’s travel patterns over months
xi_travel_months<-xi_allchina_visits %>%
group_by(month) %>%
tally()
datatable(xi_travel_months,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
Xi’s travel patterns over years
xi_travel_year<-xi_allchina_visits %>%
group_by(year) %>%
tally()
datatable(xi_travel_year,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
Biodata tables for each president (except Liu and Mao)
xibiodata<-biodata_scrapeR("http://www.chinavitae.com/biography/Xi_Jinping/career")
hubiodata<-biodata_scrapeR("http://www.chinavitae.com/biography/Hu_Jintao/career")
jiangbiodata<-biodata_scrapeR("http://www.chinavitae.com/biography/Jiang_Zemin/career")
dengbiodata<-biodata_scrapeR("http://www.chinavitae.com/biography/Deng_Xiaoping/career")
huabiodata<-biodata_scrapeR("http://www.chinavitae.com/biography/Hua_Guofeng/career")
datatable(xibiodata,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
datatable(hubiodata,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
datatable(jiangbiodata,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
datatable(dengbiodata,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))
datatable(huabiodata,extensions="Buttons",options = list(dom = 'Bfrtip',
buttons = c('copy', 'csv', 'excel', 'pdf', 'print')))