Fehler in name2sex Funktion in R?

Question

new Dataset

"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 

I angewandt: name2sex Funktion auf diesen Datensatz und Fehlern:

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

I verwendet:

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

Aber meine neue Datensatz hat 3683 Zeilen, nicht 3961 Es gibt die Ausgabe für die Beschreibung a und e, weil es nur aus einem einzelnen Wort besteht und nicht für den gesamten Datensatz. Ich habe versucht, einen anderen Weg dh

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

Sie

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 

tun konnte, Das ist, was im Grunde unter der Haube los ist - verwenden debug(name2sex), dass für sich selbst zu untersuchen.

Beachten Sie auch, dass Sie die Funktion mit Vornamen und nicht mit beliebigen Namen versehen sollen.