R中name2sex函數的錯誤？

Question

new數據集

"1" "A.Kejriwal Sena" 
"2" "Bhanwarlal Sharma" 
"3" "Millennium Post" 
"4" "" 
"5" "Mushkil hai Zindagi" 
"6" "" 
"7" "niraj" 
"8" "" 
"9" "Dharmender Malik" 
"10" "S. M. Malik" 
"11" "Hocalwire" 
"12" "mansoor" 
"13" "PRRRK" 
"14" "Narendra Solanki" 
"15" "Dsekid" 
"16" "Rutvik Subhedar" 
"17" "Liberator Furiosa" 
"18" "The Anarchy Man " 
"19" "Swamidutta" 
"20" "Phaneendra" 
"21" "Rutvik Subhedar" 
"22" "Rutvik Subhedar" 
"23" "S.Mehrotra" 
"24" "Mrigen Sharma" 
"25" "Arvind Kejriwal" 
"26" "Bitter Pills" 
"27" "Tarush Bhalla" 
"28" "Americai Narayanan" 
"29" "Rupsa Sata Durga" 
"30" "Dr Sudhakar Phulekar" 
"31" "!" 
"32" "Lala Rahul" 
"33" "Rakesh panda" 
"34" "Jayesh Mehta" 
"35" "Kuldeep Bhan" 
"36" "K K Raman" 
"37" "Kaliya" 
"38" "" 
"39" "Rana Dev Rajbanshi" 
"40" "Rahul Nirmal" 
"41" "Satya Prakash Tyagi" 
"42" "Ashutosh Singh" 
"43" "JMS:" 
"44" "" 
"45" "akif bhati" 
"46" "Arun Joseph" 
"47" "#IamAAP" 
"48" "suryanraju18 jaihind" 
"49" "PANKAJ YADAV" 
"50" "Satya Prakash Tyagi" 
"51" "Rohit TK" 
"52" "Adarsh Choudhary" 
"53" "Xtreme Nationalist" 
"54" "KCAggarwal" 
"55" "NANDKISHORE SHARMA" 
"56" "Uttam Dutta" 
"57" "P K Agarwal" 
"58" "Uttam Dutta" 
"59" "Deol" 
"60" "Rkmishra" 
"61" "Suneel Kumar" 
"62" "Rkmishra" 
"63" "Mohsin" 
"64" "Ranjeet Krishna" 
"65" "Jaynul Haq Choudhury" 
"66" "Vitthal Mundra" 
"67" "Nagesh H" 
"68" "Suneel Kumar" 
"69" "AHMAD KAMAL" 
"70" "sanjeev" 
"71" "Kaliya" 
"72" "Dinesh" 
"73" "Zoher Malkapurwala" 
"74" "suryanraju18 jaihind" 
"75" "Anand" 
"76" "Xtreme Nationalist" 
"77" "Aalamjeet Rangi" 
"78" "" 
"79" "Vimlendra Vimal" 
"80" "Rana. R.S" 
"81" "RaviVisvesvaraPrasad" 
"82" "Virupaksha hs" 
"83" "Siddharth" 
"84" "Millennium Post" 
"85" "Kishanpal" 
"86" "Santhosh Kolkunda" 
"87" "Surabhi Agarwal" 
"88" "Hocalwire" 
"89" "Rutvik Subhedar" 
"90" "Informed Indians " 
"91" "P.r Meghwanshi" 
"92" "Rajat " 
"93" "Zooni khan" 
"94" "real indian" 
"95" "Rahul Nirmal" 
"96" "P.r Meghwanshi" 
"97" "Bibhav" 
"98" "" 
"99" "" 
"100" "K Padma Rani" 
"101" "Ganesha" 
"102" "Xtreme Nationalist" 
"103" "love humanity" 
"104" "JeSuis Rohith Vemula" 
"105" "samira" 
"106" "Munendr Sharma" 
"107" "Rawat Singh Tomar" 
"108" "Raspal kaur" 
"109" "Vivek Gupta" 
"110" "Syed Zia" 
"111" "suryanraju18 jaihind" 
"112" "{AAP " 
"113" "Shravan Mansanpally" 
"114" "sghosh" 
"115" "Lakshmi Srikanth" 
"116" "Sanjaybjp" 
"117" "Razzak Ali Khan" 
"118" "Deepanita Mazumder" 
"119" "belvin vaz" 
"120" "Amit Kumar" 
"121" "#SherDilKejriwal" 
"122" "anuj" 
"123" "Sambi Reddy" 
"124" "Ranjan Kumar Jha" 
"125" "Mohsin" 
"126" "JeSuis Rohith Vemula" 
"127" "Vivek" 
"128" "Dolli" 
"129" "Bharat_Mata_Ki_Jay" 
"130" "Anantkumar" 
"131" "Flower" 
"132" "ARCHANA SINGH" 
"133" "avinash kumar" 
"134" "" 
"135" "Rajesh Mittal" 
"136" "Samik Banerjee" 
"137" "ASHWANI KUMAR GOYAL" 
"138" "Suneel Kumar" 
"139" "Shravan Mansanpally" 
"140" "rajA" 
"141" "Shravan Mansanpally" 
"142" "Mamta Yadav" 
"143" "Dr.Chintan Raval" 
"144" "suryanraju18 jaihind" 
"145" "Dr Sudhakar Phulekar" 
"146" "bilal motorwala" 
"147" "arif007" 
"148" "Dr Sudhakar Phulekar" 
"149" "Rakesh Jaiswal" 
"150" "Dr Sudhakar Phulekar" 
"151" "Prof. Satish Pandey" 
"152" "Mohammad Armanullah" 
"153" "KCAggarwal" 
"154" "Astha Mittal" 
"155" "Rajesh Sharma " 
"156" "Aditya" 
"157" "Rajesh Mittal" 
"158" "Anil Kumar" 
"159" "Niyati" 
"160" "Phronesis Partners" 
"161" "Anand Bhatt" 
"162" "CSS by Design" 
"163" "Naresh Rajput" 
"164" "Engineer Sid" 
"165" "Flower" 
"166" "Rebellion" 
"167" "Mebin" 
"168" "v.asish kumar" 
"169" "Tum se na ho payega!" 
"170" "Ranjan Singh" 
"171" "mohan munya rathod" 
"172" "DINDIGUL CA STUDENTS" 
"173" "Vibha Sachdeva" 
"174" "GT #MRX" 
"175" "Mitesh" 
"176" "Hobbes3103" 
"177" "Azad Swaraj1" 
"178" "NewsBoss.in" 
"179" "INDER MORWAL" 
"180" "kasani sukhadev" 
"181" "Mayur Panghaal" 
"182" "Chin_Chan" 
"183" "Amit Shukla" 
"184" "Mayur Panghaal" 
"185" "INDER MORWAL" 
"186" "mAt global" 
"187" "shamshad shaique" 
"188" "Niraj Bhatia " 
"189" "Aarti" 
"190" "Sudhir Bhardwaj " 
"191" "Abhishek Vishnoi" 
"192" "AAP Delhi Official" 
"193" "WeLove VidyutJammwal" 
"194" "Nagesh H" 
"195" "Vicky Singh Rajput" 
"196" "Lalit Kalra " 
"197" "" 
"198" "raju" 
"199" "knowAguy" 
"200" "Judie Custer" 
"201" "Gibreel Farishta" 
"202" "Onkar Pandey" 
"203" "Sampath Simon" 
"204" "Thammegowda M D" 
"205" "Sickular indian" 
"206" "Truthful" 
"207" "ajay Kumar nirala" 
"208" "ajay Kumar nirala" 
"209" "Farhan" 
"210" "AAPSuratVarachha" 
"211" "siva kumar jagirapu" 
"212" "uniindianews" 
"213" "Rajendra Pande" 
"214" "Kirti Bhushan" 
"215" "Sabrina MzTrueHEART" 
"216" "krishna ts" 
upto 3683 rows 

我申請：name2sex功能上這組數據和錯誤：

Error in `$<-.data.frame`(`*tmp*`, "gender", value = c(NA, NA, NA, NA, : 
    replacement has 3961 rows, data has 3683`. 

我用：

library(qdap) 
names <- as.character(new$name) 
gender <- name2sex(names) 
length(gender) 
#[1]3961 

但我的新的數據集有3683行，而不是3961它給出描述a和e的輸出，因爲它由單個字組成，而不是整個數據集。我嘗試另一種方式，即，

library(qdap) 
names <- as.character(new$name) 
new$gender <- name2sex(names) 
#Error in `$<-.data.frame`(`*tmp*`, "gender", value = c(NA, NA, NA, NA, : 
# replacement has 3961 rows, data has 3683 

Answer 1

你可以做

new$gender <- genderdata::ssa_national %>% 
    filter(name %in% tolower(names)) %>% 
    group_by(name) %>% 
    dplyr::summarise(
    female = sum(female), 
    male = sum(male) 
) %>% 
    mutate(
    proportion_male = round((male/(male + female)), digits = 4), 
    proportion_female = round((female/(male + female)), digits = 4) 
) %>% 
    mutate(gender = ifelse(proportion_female == 0.5, "either", ifelse(proportion_female > 0.5, "female", "male"))) %>% 
    rename(join_name = name) %>% 
    {full_join(data_frame(name = names, join_name = tolower(names)), ., by = "join_name")} %>% 
    select(name, proportion_male, proportion_female, gender) %>% 
    .$gender 

這是發生了什麼事情基本上引擎蓋下 - 使用debug(name2sex)，用來檢查自己。

另外請注意，你應該提供的名字，而不是任意名稱的功能。