diff --git a/.gitignore b/.gitignore
index eefe50fa272f121cad64c4aed43d0464c04c9c18..25917b8c9332ad8ddd87e776be2e852fd839b895 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,4 +3,5 @@ bias-venv/
 .ipynb_checkpoints/
 cc.de.300.bin.gz
 GloVe-master/
-DD-GloVe/
\ No newline at end of file
+DD-GloVe/
+data/
\ No newline at end of file
diff --git a/names_nationality.csv b/names_nationality.csv
deleted file mode 100644
index df5169700be60227b88b798855a3526b2c2d3c83..0000000000000000000000000000000000000000
--- a/names_nationality.csv
+++ /dev/null
@@ -1,251 +0,0 @@
-name,nationality,gender
-Sabine,German,female
-Susanne,German,female
-Petra,German,female
-Monika,German,female
-Claudia,German,female
-Birgit,German,female
-Andrea,German,female
-Stefanie/Stephanie,German,female
-Karin,German,female
-Katrin/Kathrin,German,female
-Julia,German,female
-Anna,German,female
-Nicole,German,female
-Anja,German,female
-Gabriele,German,female
-Angelika,German,female
-Martina,German,female
-Brigitte,German,female
-Heike,German,female
-Sandra,German,female
-Renate,German,female
-Barbara,German,female
-Christina/Kristina,German,female
-Katharina,German,female
-Christine/Kristine,German,female
-Kerstin,German,female
-Ursula,German,female
-Maria,German,female
-Ute,German,female
-Sarah/Sara,German,female
-Marion,German,female
-Silvia/Sylvia,German,female
-Melanie,German,female
-Ulrike,German,female
-Bettina,German,female
-Jutta,German,female
-Silke/Sylke,German,female
-Tanja,German,female
-Christiane/Kristiane,German,female
-Elke,German,female
-Nadine,German,female
-Ingrid,German,female
-Daniela,German,female
-Angela,German,female
-Jennifer,German,female
-Anke,German,female
-Cornelia,German,female
-Nina,German,female
-Sonja,German,female
-Katja,German,female
-Michael,German,male
-Thomas/Tomas,German,male
-Andreas,German,male
-Peter,German,male
-Stefan/Stephan,German,male
-Christian/Kristian,German,male
-Hans,German,male
-Klaus,German,male
-Jan,German,male
-Wolfgang,German,male
-Frank,German,male
-Matthias/Mathias,German,male
-Jürgen,German,male
-Alexander,German,male
-Martin,German,male
-Bernd,German,male
-Markus/Marcus,German,male
-Thorsten/Torsten,German,male
-Uwe,German,male
-Jens,German,male
-Jörg,German,male
-Ralf/Ralph,German,male
-Sven/Swen,German,male
-Daniel,German,male
-Sebastian,German,male
-Rainer/Reiner,German,male
-Manfred,German,male
-Oliver,German,male
-Holger,German,male
-Dirk,German,male
-Tobias,German,male
-Philipp,German,male
-Carsten/Karsten,German,male
-Florian,German,male
-Dieter,German,male
-Christoph,German,male
-Dennis/Denis,German,male
-Joachim,German,male
-Patrick,German,male
-Marc/Mark,German,male
-Carl/Karl,German,male
-Andre,German,male
-Marco/Marko,German,male
-Tim,German,male
-Kai/Kay,German,male
-Marcel,German,male
-Robert,German,male
-Werner,German,male
-Lars,German,male
-Rolf,German,male
-Zeynep,Turkish,female
-Elif,Turkish,female
-Hiranur,Turkish,female
-Defne,Turkish,female
-Miray,Turkish,female
-Azra,Turkish,female
-Zehra,Turkish,female
-Ecrin,Turkish,female
-Nehir,Turkish,female
-Eylül,Turkish,female
-Layla,Turkish,female
-Nour,Turkish,female
-Amira,Turkish,female
-Aliyah,Turkish,female
-Amina,Turkish,female
-Meryem,Turkish,female
-Medina,Turkish,female
-Aylin,Turkish,female
-Hafsa,Turkish,female
-Yara,Turkish,female
-Züleyha,Turkish,female
-Asmaa,Turkish,female
-Assia,Turkish,female
-Halima,Turkish,female
-Naila,Turkish,female
-Yusuf,Turkish,male
-Eymen,Turkish,male
-Ömer,Turkish,male
-Mustafa,Turkish,male
-Miraç,Turkish,male
-Berat,Turkish,male
-Ahmet,Turkish,male
-Hamza,Turkish,male
-Mehmet,Turkish,male
-Emir,Turkish,male
-Mohammed,Turkish,male
-Ali,Turkish,male
-Can,Turkish,male
-Malik,Turkish,male
-Ilyas,Turkish,male
-Amir,Turkish,male
-Aslan,Turkish,male
-Bilge,Turkish,male
-Isa,Turkish,male
-Kaplan,Turkish,male
-Salih,Turkish,male
-Taner,Turkish,male
-Ãœnal,Turkish,male
-Eymen,Turkish,male
-Omar,Turkish,male
-Agnieszka,Polish,female
-Aleksandra,Polish,female
-Alicja,Polish,female
-Bożena,Polish,female
-Danuta,Polish,female
-Dorota,Polish,female
-Elżbieta,Polish,female
-Ewa,Polish,female
-Ewelina,Polish,female
-Halina,Polish,female
-Iwona,Polish,female
-Jolanta,Polish,female
-Justyna,Polish,female
-Katarzyna,Polish,female
-Krystyna,Polish,female
-Liliana,Polish,female
-Małgorzata,Polish,female
-Marzena,Polish,female
-Milana,Polish,female
-Natalia,Polish,female
-Oliwia,Polish,female
-Pola,Polish,female
-Wanda,Polish,female
-Zofia,Polish,female
-Zuzanna,Polish,female
-Andrzej,Polish,male
-Antoni,Polish,male
-Bartosz,Polish,male
-Bogdan,Polish,male
-Bogumił,Polish,male
-Bolesław,Polish,male
-Czesław,Polish,male
-Damian,Polish,male
-Jacek,Polish,male
-Jerzy,Polish,male
-Kacper,Polish,male
-Kamil,Polish,male
-Karol,Polish,male
-Kazimierz,Polish,male
-Krzysztof,Polish,male
-Łukasz,Polish,male
-Maciej,Polish,male
-Marcin ,Polish,male
-Marek,Polish,male
-Michał,Polish,male
-Paweł,Polish,male
-Piotr,Polish,male
-Stanisław,Polish,male
-Szymon,Polish,male
-Tadeusz,Polish,male
-Giulia,Italian,female
-Alessia,Italian,female
-Giuseppina,Italian,female
-Rosa,Italian,female
-Angela,Italian,female
-Giovanna,Italian,female
-Teresa,Italian,female
-Lucia,Italian,female
-Carmela,Italian,female
-Caterina,Italian,female
-Francesca,Italian,female
-Federica,Italian,female
-Antonietta,Italian,female
-Ludovica,Italian,female
-Eleonora,Italian,female
-Concetta,Italian,female
-Agnese,Italian,female
-Margherita,Italian,female
-Franca,Italian,female
-Paola,Italian,female
-Valentina,Italian,female
-Elisabetta,Italian,female
-Antonella,Italian,female
-Gabriella,Italian,female
-Roberta,Italian,female
-Giuseppe,Italian,male
-Giovanni,Italian,male
-Antonio,Italian,male
-Mario,Italian,male
-Luigi,Italian,male
-Francesco,Italian,male
-Angelo,Italian,male
-Vincenzo,Italian,male
-Pietro,Italian,male
-Salvatore,Italian,male
-Carlo,Italian,male
-Franco,Italian,male
-Domenico,Italian,male
-Alessandro,Italian,male
-Paolo,Italian,male
-Michele,Italian,male
-Girogio,Italian,male
-Aldo,Italian,male
-Sergio,Italian,male
-Luciano,Italian,male
-Roberto,Italian,male
-Giovanni,Italian,male
-Leonardo,Italian,male
-Nicolò,Italian,male
-Gianluca,Italian,male
\ No newline at end of file