Expanded Stopwords List

Below is the list of stop words I used in topic modeling a corpus of 3,346 works of 19th-century British, American, and Irish fiction. The list includes the usual high frequency words (“the,” “of,” “an,” etc) but also several thousand personal names.

0, 1, 2, 3, 4, 5, 6, 7, 8, 9, a, aaron, abbey, abbie, abdul, abe, across, abel, abigail, about, above, abraham, abram, abst, accordance, according, act, actually, ada, adah, adalberto, adaline, adam, adan, added, among, addie, adela, adelaida, adelaide, adele, adelia, adelina, adeline, adell, adella, adelle, adena, adina, adj, adolfo, adolph, adopted, adria, adrian, adriana, adriane, adrianna, adrien, adrienne, after, afterwards, afton, again, against, agatha, agnes, agnus, agueda, agustina, ahmad, ahmed, ai, aida, besides, aide, aiko, aileen, ailene, aimee, aja, akilah, al, alaina, alaine, alan, alana, alane, alanna, alayna, alba, albert, alberta, albertha, albertina, albertine, alberto, albina, alda, alden, aldo, alease, alec, alecia, e, aleen, aleisha, eg, alejandra, alejandrina, alejandro, alena, elsewhere, alene, alesha, aleshia, alesia, alessandra, aleta, aletha, everywhere, alethea, alethia, alex, alexander, alexandria, alexia, alexis, alfonso, alfonzo, alfred, alfreda, alfredia, alfredo, ali, alia, alica, alice, alicia, alida, alina, alisa, alise, had, alisha, alishia, alisia, alison, alissa, alita, alix, aliza, all, alla, allan, alleen, allegra, allen, allena, allene, allie, alline, allison, allyn, allyson, alma, hop, almeda, almeta, almost, alona, alone, along, alonso, alonzo, alpha, alphonse, alphonso, already, also, alta, altagracia, altha, althea, although, alton, alva, alvaro, alvera, alverta, alvin, alvina, always, alyce, alycia, alysa, alyse, alysha, alysia, alyson, alyssa, am, amado, amal, amalia, amanda, amber, amberly, ambrose, amee, amelia, long, america, m, ami, amie, amiee, amina, may, amira, ammie, amongst, amos, might, amparo, amy, an, ana, anabel, anamaria, anastacia, anastasia, and, andera, anderson, andra, andre, na, andrea, andreas, andres, andrew, andria, andy, anette, angel, angela, angele, angelena, angeles, angelia, angelic, angelica, angelina, angeline, angelique, angelita, angella, angelo, angelyn, angie, angila, angla, angle, anglea, anh, anibal, anika, anisha, anissa, anita, anitra, anjanette, anjelica, ann, anna, annabel, annabell, annabelle, overall, annalee, annalisa, annamae, annamaria, annamarie, anne, anneliese, annelle, annemarie, put, annetta, annice, annie, rather, annika, annis, annmarie, announce, another, answered, anthony, antione, antionette, antoine, anton, antone, antonetta, antonette, antonia, antonietta, antonina, antonio, antony, antwan, any, anya, anyhow, anyone, anything, anywhere, apolonia, april, apryl, ara, should, araceli, aracelis, aracely, arcelia, archie, ardath, ardelia, ardell, ardella, ardelle, arden, ardis, ardith, are, aren, arent, aretha, argelia, argentina, ariana, arianna, arianne, arica, arie, ariel, arielle, arla, arlean, arleen, arlen, there, arlena, arlene, arletha, arletta, arlette, arlie, arlinda, arline, arlyne, armand, armanda, they, armandina, armando, armida, arminda, arnetta, arnette, arnita, arnold, arnoldo, arnulfo, around, arron, three, art, arthur, artie, arturo, arvilla, as, asa, asha, ashanti, ashely, ashlea, toward, ashlee, ashleigh, ashley, ashli, ashlie, ashly, ashlyn, asia, ask, unlikely, asked, asley, assunta, astrid, ups, at, athena, aubrey, audie, audra, audrea, audrey, audria, audrie, audry, august, augusta, augustina, augustine, augustus, aundrea, aura, aurea, aurelia, aurelio, aurora, aurore, austin, auth, autumn, ava, available, avelina, avery, avis, avril, awilda, ayako, ayana, ayanna, ayesha, azalee, azucena, azzie, b, babara, babette, back, bailey, bambi, bao, barabara, barb, barbara, barbera, barbie, barbra, bari, barney, barrett, barrie, bart, basil, would, basilia, be, bea, beata, beatrice, beatris, beatriz, beau, beaulah, bebe, became, because, becki, becky, become, becomes, becoming, bee, abby, been, before, beforehand, begin, beginning, behind, being, belen, belia, belinda, belkis, bell, bella, belle, below, ben, benedict, benita, benito, benjamin, bennett, benny, benton, berenice, berna, bernadette, bernadine, bernard, bernarda, bernardina, bernardine, bernardo, adrianne, berneice, adriene, bernice, bernie, berniece, bernita, bert, agripina, berta, agustin, bertha, bertie, bertram, beryl, beside, bess, bessie, best, beth, bethanie, aisha, bethann, akiko, bethany, bethel, betsey, bette, better, bettie, bettina, betty, bettyann, bettye, between, beula, beulah, bev, beverlee, beverley, beverly, beyond, bianca, bibi, bill, billie, billy, billye, aleida, birdie, birgit, blaine, blair, blake, blanca, blanch, blanche, blondell, blossom, blythe, bo, bobbi, bobbie, bobbye, alexa, bok, alexandra, bong, bonita, bonnie, bonny, booker, boris, both, boyce, boyd, brad, bradford, bradley, bradly, brady, brain, branda, aline, brande, brandee, branden, brandi, brandon, brandy, brant, breana, breann, breanna, breanne, bree, brenda, brendan, brendon, brenna, brent, brenton, bret, brett, brian, briana, brianne, brice, bridget, bridgett, bridgette, brigette, brigid, brigida, brigitte, brinda, britany, britney, britni, britt, britta, brittaney, brittani, brittanie, britteny, brittni, brittny, brock, broderick, bronwyn, brook, brooke, brooks, bruce, amada, bruna, brunilda, bruno, bryan, bryanna, bryant, bryce, brynn, bryon, bud, buddy, buena, buffy, buford, bula, bunny, burl, burma, burt, burton, buster, but, analisa, by, byron, c, ca, caitlin, caitlyn, calandra, caleb, calista, andree, callie, calvin, camelia, camellia, cameron, camie, camila, camilla, camille, cammy, can, candace, candance, angelika, candelaria, candi, candice, candida, candis, candy, candyce, cannot, cant, caprice, caption, cara, caren, carey, cari, anisa, caridad, carie, carina, carisa, anja, carissa, carita, carl, carla, carlee, carleen, carlena, carlene, carletta, carley, carli, carline, carlita, carlo, carlos, carlota, annett, carlotta, annette, carlton, carly, carlyn, carma, annita, carman, carmel, carmela, carmelia, carmelina, antoinette, carmelita, carmella, carmelo, carmen, carmina, carmine, carmon, carol, carola, carolann, carole, carolee, carolin, caroline, caroll, carolyn, carolyne, carolynn, caron, caroyln, carri, carrie, carrol, carry, carson, cary, caryl, carylon, caryn, casandra, casey, casie, ariane, casimira, cassandra, cassaundra, cassey, cassidy, cassie, cassondra, cassy, catalina, catarina, caterina, catharine, catherin, catherina, catherine, cathern, catheryn, cathey, cathi, cathie, cathleen, cathrine, cathryn, cathy, catina, catrice, catrina, cayla, cecil, cecila, cecile, aron, cecilia, cecille, cecily, cedric, cedrick, celena, celesta, celeste, celestina, celestine, celia, celina, celinda, celine, celsa, ceola, cesar, chad, ashton, chadwick, chae, chan, chana, asuncion, chance, chanda, chandra, chanel, chanell, chanelle, chang, chantal, chantay, chante, chantel, chantell, chantelle, chapter, chara, charis, charise, charissa, charisse, charita, charity, charla, charlena, charlene, charles, charlesetta, charlette, charley, charlie, charline, charlott, charlotte, charlsie, charlyn, charmaine, charolette, chase, chasidy, chasity, chastity, chau, chauncey, chaya, barbar, chelsea, chelsey, chelsie, cher, chere, cheree, cherelle, cheri, barry, cherie, barton, cherilyn, cherish, cherlyn, cherri, cherrie, cherry, cherryl, chery, cheryl, cheryle, cheryll, beckie, chester, chet, cheyenne, chi, chia, chieko, chin, china, ching, belva, chiquita, chloe, chong, chris, chrissy, christa, bennie, christal, christeen, christel, christen, christene, christi, christia, christian, christiana, christiane, christie, christin, bernetta, christina, christine, christinia, christoper, berry, christopher, christy, chrystal, chu, chuck, chun, chung, cicely, ciera, cierra, cinda, cinderella, cindi, cindy, betsy, cinthia, cira, clair, clara, clare, clarence, claretha, claretta, claribel, clarice, clarine, claris, clarisa, clarissa, clarita, billi, clark, classie, claud, claude, claudette, claudia, claudie, claudine, claudio, clay, clayton, clemencia, clement, clemente, clementina, bob, clementine, clemmie, bobby, cleo, bobette, cleopatra, cleora, cleotilde, cleta, cletus, cleveland, cliff, clifford, clifton, clint, clinton, clora, clorinda, clotilde, clyde, co, codi, cody, colby, coleen, brandie, coleman, colene, coletta, colette, colin, colleen, collen, collene, collette, collin, columbus, come, concepcion, conception, concetta, concha, conchita, connie, brianna, conrad, constance, consuela, consuelo, contessa, cora, coral, coralee, coralie, corazon, cordelia, cordell, cordia, cordie, coreen, corene, coretta, corey, brittany, corie, brittney, corina, corine, corinna, corinne, corliss, cornelia, cornelius, cornell, corrie, corrin, corrina, corrine, corrinne, cortez, cortney, could, couldnt, courtney, buck, coy, craig, creola, cried, cris, criselda, bulah, crissy, crista, cristal, cristen, cristi, cristie, cristin, cristina, cristine, cristobal, cristopher, cristy, cruz, crysta, crystal, crystle, cuc, cami, curt, curtis, cyndi, cyndy, cammie, cynthia, cyril, cyrstal, cyrus, cythia, d, dacia, candie, dagmar, candra, dagny, dahlia, daina, daine, daisey, daisy, dakota, dale, dalene, carin, dalia, dalila, dallas, dalton, damaris, damian, damien, damion, damon, dan, dana, danae, dane, carlie, danelle, danette, dani, danial, danica, daniel, daniela, daniele, daniell, daniella, danielle, danika, danille, danilo, danita, dann, danna, dannette, dannie, dannielle, danny, danuta, danyel, danyell, danyelle, daphine, dara, darby, carolina, darcel, darcey, darci, darcie, darcy, darell, daren, daria, darin, dario, carroll, darius, darla, carter, darleen, darlena, darlene, darline, darnell, daron, darrel, darrell, darren, darrick, darrin, cassi, darron, darryl, darwin, daryl, date, dave, david, davida, davina, davis, dawn, dawna, dawne, dayle, dayna, daysi, deadra, dean, deana, deandra, deandre, deandrea, deane, deangelo, cecelia, deann, deanna, deanne, deb, debbi, debbie, debbra, debby, debera, debi, debora, deborah, debra, debrah, debroah, dede, dedra, dee, deeann, deeanna, deedee, deena, deetta, deidra, deidre, deirdre, deja, del, delana, delbert, delcie, delena, delfina, delia, delicia, delila, delilah, delinda, delisa, dell, della, delma, delmar, delmer, delmy, delois, charleen, deloise, delora, deloras, delores, deloris, delorse, delpha, delphia, delphine, delsie, delta, demarcus, charmain, demetra, demetria, chas, demetrice, demetrius, dena, chassidy, denae, deneen, denese, denice, denis, denise, denisha, denita, denna, dennis, dennise, denny, denver, denyse, cherise, deon, cherly, deonna, derek, derick, derrick, deshawn, desirae, desire, desiree, despina, dessie, destiny, detra, devin, devon, devona, devora, devorah, dewayne, dewey, dewitt, dexter, dia, diamond, dian, diana, diane, diann, dianna, christena, dianne, dick, did, didnt, diedra, diedre, diego, dierdre, digna, dillon, dimple, dina, dinah, dino, dinorah, dion, dione, dionna, dionne, ciara, dirk, divina, dixie, do, dodie, does, cindie, doesnt, dollie, dolly, dolores, claire, doloris, domenic, domenica, dominga, domingo, dominic, dominica, clarinda, dominick, dominique, dominque, domitila, domonique, don, dona, donald, donella, donetta, donette, dong, donita, donn, donna, donnell, clelia, donnetta, donnette, donnie, donny, donovan, dont, donte, donya, dora, dorathy, dorcas, doreatha, doreen, dorene, doretha, dorethea, doretta, dori, doria, dorian, dorie, dorinda, dorine, doris, dorla, cole, dorotha, dorothea, dorothy, dorris, dorsey, dortha, dorthea, dorthey, dorthy, dot, dotty, colton, doug, douglas, douglass, dovie, down, doyle, dreama, drew, drucilla, duane, dudley, dulcie, dung, during, dusti, dustin, dusty, dwana, dwayne, dwight, dylan, each, earl, earle, earlean, cori, earleen, earlene, earlie, earline, earnest, earnestine, eartha, easter, eboni, ebonie, ebony, echo, ed, edda, eddie, cory, eddy, edelmira, eden, edgardo, edie, edith, edmond, edmund, edmundo, edna, edra, edris, eduardo, edward, edwardo, edwin, edyth, edythe, effie, efrain, efren, ehtel, eight, eighty, eilene, either, ela, eladia, elaina, elaine, elana, elane, elanor, elayne, elba, elda, elden, eldon, eldora, eldridge, eleanor, eleanora, eleanore, elease, elena, elene, eleni, elenor, elenora, eleonor, eleonora, eleonore, elfreda, elfrieda, elfriede, eli, elia, eliana, elias, dania, elicia, elida, elidia, elijah, elina, elinor, elinore, elisa, elisabeth, elise, eliseo, elisha, elissa, eliz, eliza, elizabeth, elizbeth, elizebeth, dante, elke, ella, ellamae, ellan, ellen, daphne, ellena, elli, ellie, elliot, elliott, ellis, ellsworth, elly, ellyn, elma, elmer, elmira, elmo, elna, elnora, elodia, elois, eloisa, eloise, elouise, eloy, elroy, elsa, else, elsie, elsy, elton, elva, elvera, elvia, elvie, elvina, elvira, elvis, elwanda, elwood, elyse, elza, ema, emanuel, emelda, emelia, emelina, emeline, emely, emerald, emerita, emerson, emery, emiko, emil, emile, emilee, emilia, emilie, emilio, emily, emma, emmaline, emmanuel, emmie, emmitt, emmy, emogene, emory, ena, enda, enedina, deedra, enid, enoch, enola, enough, enrique, enriqueta, epifania, delaine, era, erasmo, eric, erica, erich, erick, ericka, erik, erika, erin, erinn, erlene, erlinda, erline, erma, ermelinda, erminia, erna, ernest, ernestina, ernestine, ernesto, ernie, errol, ervin, erwin, eryn, esmeralda, esperanza, essie, esteban, estefana, estela, estell, estella, estelle, ester, esther, estrella, etc, etha, ethan, denisse, ethel, ethelene, ethelyn, ethyl, etsuko, etta, ettie, eufemia, eugena, eugene, eugenia, eugenie, eugenio, eula, eulah, eulalia, desmond, eun, euna, eunice, eura, eusebia, eusebio, eustolia, evalyn, evan, evangelina, evangeline, eve, evelia, evelin, evelina, eveline, evelyn, evelyne, evelynn, even, ever, everett, everette, every, everyone, everything, evette, evia, evie, evita, evon, evonne, ewa, except, exie, ezekiel, ezequiel, ezra, f, fabian, fabiola, fae, fairy, faith, fallon, fannie, fanny, far, farah, farrah, fatima, fatimah, faustina, faustino, fausto, fawn, fay, faye, fe, felecia, felica, felice, felicia, felicidad, felicita, felicitas, felipa, felipe, felisa, felisha, felix, felton, ferdinand, fermin, fermina, fern, fernanda, fernande, fernando, ferne, few, fidel, fidela, fidelia, fifty, filiberto, filomena, fiona, first, five, flavia, fleta, fletcher, flo, flor, flora, florance, florence, florencia, florencio, florene, dottie, florentina, florentino, floretta, floria, florida, florinda, florine, drema, florrie, flossie, drusilla, floy, floyd, dulce, fonda, duncan, for, forest, former, formerly, dwain, forrest, forty, foster, dyan, found, four, fran, france, francene, frances, francesca, francesco, franchesca, francie, francina, francine, francis, francisca, francisco, francoise, frank, eda, frankie, franklyn, fransisca, fred, freda, edgar, fredda, freddie, edison, freddy, frederic, frederica, frederick, fredericka, fredia, fredric, fredrick, fredricka, freeda, freeman, edwina, freida, frida, frieda, fritz, from, fumiko, eileen, further, g, gabriel, gabriela, gabriele, gabriella, gabrielle, gail, gala, gale, elbert, galen, galina, garfield, garland, garnet, garnett, garret, garrett, garry, gary, gaston, gavin, gay, gaye, elenore, gayla, gayle, gaylene, gaylord, gaynell, gearldine, gema, gemma, gena, gene, genesis, geneva, genevie, genevieve, elin, genevive, genia, genie, genna, gennie, genny, genoveva, geoffrey, georgann, george, georgeann, elizabet, georgeanna, georgene, georgetta, georgette, georgia, georgiana, georgiann, georgianne, georgina, georgine, gerald, geraldine, geraldo, geralyn, gerard, gerardo, gerda, geri, german, gerri, gerry, gertie, gertrude, gertrudis, get, ghislaine, gia, gianna, gidget, gigi, gilbert, gilberte, gilberto, gilda, gillian, gilma, gina, ginette, ginger, elvin, ginny, gino, giovanna, giovanni, gisela, gisele, giselle, gita, giuseppe, giuseppina, gladis, glady, gladys, glayds, glen, glenda, glendora, glenn, glenna, glennie, glennis, glinda, gloria, glory, glynda, glynis, go, golda, golden, emmett, goldie, gonzalo, good, gordon, got, grace, gracia, gracie, eneida, graciela, grady, graham, grant, granville, grayce, grazyna, great, gregg, gregoria, gregorio, gregory, greta, gretchen, gretta, gricelda, grisel, griselda, guadalupe, gudrun, guillermina, guillermo, gus, gussie, gustavo, guy, gwen, gwenda, gwendolyn, gwenn, gwyn, gwyneth, h, ha, hae, hai, esta, hailey, hal, haley, halina, halley, hallie, han, hang, hanh, hank, hanna, hannah, hannelore, hans, harlan, harland, harley, harmony, harold, harriet, harriett, harriette, harris, harrison, harry, harvey, has, hasnt, hassan, hassie, hattie, have, havent, haydee, eva, hayden, hayley, haywood, hazel, he, heath, heather, hector, hed, hedwig, hedy, heide, heidi, heidy, heike, helaine, helen, helena, helene, helga, hellen, hence, henrietta, henriette, henry, her, herb, herbert, here, hereafter, hereby, herein, heres, hereupon, herlinda, herma, herman, hermelinda, hermina, hermine, faviola, herminia, hers, herschel, herself, federico, hershel, hertha, hes, hester, hettie, hid, hien, hilaria, hilario, hilary, hilda, hildegard, hildred, hillary, hilma, hilton, him, himself, hipolito, hiroko, his, hoa, hobert, holley, holli, hollie, holly, home, homer, honey, hong, hope, horace, horacio, hortencia, hortense, hortensia, hosea, houston, how, howard, however, hoyt, hubert, huey, hugh, hui, hulda, humberto, hundred, hung, hunter, huong, hwa, hye, hyman, hyo, hyon, i, ian, id, ida, idalia, idell, idella, ie, iesha, if, ignacio, franklin, ike, ilana, ileana, ileen, ilene, iliana, ill, illa, ilona, ilse, iluminada, im, ima, imelda, imogene, in, inc, include, includes, indeed, index, india, indira, inell, ines, inez, information, inga, inge, ingeborg, inger, ingrid, inocencia, instead, internet, into, iola, iona, garth, ione, iraida, irena, irene, iris, irish, irma, irmgard, irvin, irving, gaynelle, is, isa, isaac, isabel, genaro, isabell, isabella, isadora, isaiah, isaias, isaura, isela, isiah, isidra, isidro, isis, ismael, isnt, isobel, israel, isreal, issac, it, its, itself, ivan, ivana, ive, georgianna, ivelisse, georgie, ivey, ivonne, ivory, ivy, izetta, izola, j, ja, jacalyn, jacelyn, germaine, jacinda, jacinta, jacinto, gertha, jackeline, gertrud, jackelyn, jacki, gertude, jackie, jacklyn, jackqueline, jackson, jaclyn, gil, jacob, jacqualine, jacque, jacquelin, jacqueline, jacquelyne, jacquelynn, jacques, jacquetta, jacqui, jacquie, jacquiline, jacquline, jacqulyn, jada, jadwiga, jae, jaime, jaimee, jaimie, jake, jaleesa, jalisa, jama, jamaal, jamal, jamar, jame, jamee, jamel, james, jamey, jami, jamie, jamika, jamila, jamison, jammie, jan, jana, janae, janay, jane, janean, janee, janeen, graig, janel, janell, janella, janelle, greg, janene, janessa, janet, janeth, janett, janetta, janette, janey, jani, janice, grover, janie, janina, janine, janis, janise, janita, jann, janna, jannet, jannette, jannie, january, janyce, jaqueline, jaquelyn, jared, jarod, jarred, jarrett, jarrod, jarvis, jasmin, jason, jasper, hana, jaunita, javier, jay, jaye, jayme, jaymie, jayna, jayne, jayson, jazmin, jazmine, jc, jean, jeana, jeane, jeanelle, jeanene, jeanett, jeanetta, jeanette, jeanice, jeanie, jeanine, jeanmarie, jeanna, jeanne, jeannetta, jeannette, jeannie, jeannine, jed, jeff, hee, jefferey, jefferson, jeffery, jeffie, jeffrey, jeffry, jen, jena, jenae, jene, jenee, jenell, jenelle, jenette, jeneva, heriberto, jeni, jenice, jenifer, jeniffer, hermila, jenine, jenise, jenna, jennefer, jennell, herta, jennette, jenni, jennie, hiedi, jennifer, jenniffer, jennine, jerald, jeraldine, hilde, jeramy, hildegarde, jere, jeremiah, jeri, jerica, jerilyn, hiram, jermaine, hisako, jerold, jerome, jeromy, jerrell, jerri, hollis, jerrica, jerrie, jerrod, jerrold, jerry, jesica, jess, jesse, jessenia, jessi, jessia, jessica, jessika, jestine, hsiu, jesus, hue, jesusa, jesusita, hugo, jetta, jettie, jewel, jewell, ji, jill, jillian, hyacinth, jim, jimmie, jin, jina, hyun, jinny, jo, joan, joana, joane, joann, ignacia, joanna, joanne, ila, joannie, ilda, joaquin, joaquina, jocelyn, jodee, jodi, jodie, jody, joeann, joel, joella, joelle, joellen, ina, joesph, joetta, joette, joey, johana, johanna, johanne, john, johna, johnathan, johnathon, johnetta, johnie, johnna, ira, johnnie, johnny, johnsie, irina, johnson, joi, joie, jolanda, joleen, jolene, irwin, jolie, joline, jolyn, jolynn, jon, isabelle, jona, jonah, jonas, jonathon, jone, jonell, jonelle, jong, joni, jonie, jonna, jonnie, jordan, jordon, iva, jorge, jose, josef, ivette, josefa, josefina, josefine, joselyn, joseph, josephina, josephine, josette, josh, joshua, josiah, josie, jack, joslyn, jospeh, josphine, josue, jovan, joy, joya, joyce, joycelyn, joye, juan, juana, juanita, jacquelyn, jude, judi, judie, judith, judson, judy, julee, julene, jules, juli, jade, julia, julian, juliana, juliane, juliann, julianna, julianne, julie, julieann, julienne, juliet, julieta, julietta, juliette, julio, julissa, julius, june, jung, junie, junior, junita, junko, just, justa, justina, justine, jutta, k, ka, kacey, kaci, kacie, kacy, kai, kaila, kaitlin, kaitlyn, kala, kaleigh, kaley, kali, kallie, kalyn, kam, kamala, janiece, kami, kamilah, kandace, kandice, kandis, kandra, kandy, kanesha, kanisha, kara, karan, kareem, kareen, karen, karena, karey, kari, karie, karima, karin, karina, jasmine, karine, karisa, karissa, karl, karla, karleen, karlene, karly, karlyn, karma, karmen, karol, karole, karoline, karolyn, karon, karren, karri, karrie, karry, kary, karyl, karyn, kasandra, kasha, kasi, kassandra, kassie, kate, katelin, katelyn, katelynn, katerine, kathaleen, katharina, katharine, katharyn, kathe, katheleen, katherin, katherine, kathern, kathey, kathi, kathie, kathleen, kathlene, kathline, kathlyn, kathrin, kathrine, kathryn, kathryne, kathy, kathyrn, kati, katia, katie, katlyn, katrice, katrina, kattie, katy, kay, jenny, kayce, kaycee, kaye, kayla, kaylee, jeremy, kayleen, kayleigh, kaylene, jerlene, kazuko, kecia, keeley, keely, keena, keesha, keiko, keila, keira, keisha, keith, jesenia, keitha, keli, kelle, kelley, kelli, kellie, kelly, jessie, kellye, kelsey, kelsi, kelsie, kelvin, kemberly, ken, kena, kenda, kendal, kendall, kendra, kendrick, keneth, jimmy, kenia, kenisha, kenna, kenneth, kenny, kent, kenton, joanie, kenyatta, kenyetta, kera, keren, keri, kermit, kerri, kerrie, kerry, kerstin, kesha, joe, keshia, keturah, keva, keven, kevin, khadijah, khalilah, kia, kiana, kiara, kiera, kiersten, kiesha, kieth, kim, kimber, kimberlee, johnette, kimberley, kimberlie, kimberly, kimbery, kimbra, kimi, kimiko, kina, kindra, king, kira, kirby, kirk, kirsten, kirstie, kirstin, kisha, kit, kittie, jonathan, kitty, kiyoko, kizzie, kizzy, klara, know, korey, kori, kortney, kory, kourtney, kraig, kris, krishna, krissy, krista, kristal, kristan, kristeen, kristel, kristen, kristi, kristian, kristie, kristin, kristina, kristine, kristofer, kristy, kristyn, krysta, jovita, krystal, krysten, krystin, krystina, krystle, krystyna, kum, kurt, kurtis, kyla, kyle, kylee, kylie, kym, jule, kymberly, kyoko, kyong, kyra, kyung, l, lacey, lachelle, laci, lacie, lacresha, lacy, ladawn, ladonna, lady, lael, lahoma, lai, laine, lajuana, lakeesha, lakeisha, lakendra, lakenya, lakesha, lakeshia, lakia, lakiesha, justin, lakisha, lakita, lala, lamonica, lamont, lan, lana, lance, landon, lane, lanell, lanelle, lanette, lani, lanie, lanita, lannie, lanny, lanora, laquanda, laquita, lara, larae, kandi, laraine, laree, larhonda, larisa, larissa, larita, laronda, larraine, larry, larue, lasandra, lashanda, lashandra, lashaun, lashaunda, lashawn, lashawna, lashay, lashell, lashon, lashonda, lashunda, last, latanya, latasha, latashia, later, latesha, latia, laticia, latina, latisha, latonia, latonya, latoria, latosha, latoya, latoyia, latrice, latricia, latrina, latrisha, kasey, latter, latterly, kasie, launa, laura, lauralee, lauran, laure, laureen, laurel, lauren, laurena, laurence, laurene, lauretta, laurette, lauri, katherina, laurice, laurie, katheryn, laurinda, laurine, lauryn, lavada, lavelle, lavenia, lavera, lavern, laverna, laverne, laveta, lavette, lavinia, lavon, lavona, lavonda, katina, lavone, lavonia, lavonna, lawana, lawanda, lawanna, lawerence, lawrence, layla, layne, lazaro, le, lea, leah, lean, leana, leandra, leandro, leann, keenan, leanna, leanne, leanora, least, leatha, leatrice, lecia, leda, leeann, kellee, leeanna, leeanne, leena, leesa, left, leia, leida, leif, leigh, leigha, leighann, leila, leilani, leisa, leisha, lekisha, lela, lelah, leland, lelia, lemuel, len, kennith, lena, lenard, lenita, kenya, lenna, lennie, lenny, lenora, lenore, leo, leola, leoma, leon, leona, leonard, leonarda, leonardo, leone, leonel, leonia, leonida, leonie, leonila, leonor, leonora, leonore, leontine, leopoldo, leora, kiley, leota, lera, kimberely, leroy, les, kimberli, lesa, lesha, lesia, leslee, lesley, lesli, leslie, less, lessie, kip, lester, let, leta, letha, leticia, letisha, letitia, lets, lettie, letty, levi, lewis, lezlie, li, lia, liana, liane, lianne, libbie, libby, liberty, librada, lida, lidia, lien, lieselotte, ligia, like, likely, lila, lili, lilia, lilian, liliana, lilla, kristle, lilli, kristopher, lillia, lilliam, lillian, lilliana, lillie, lilly, lily, lin, lina, lincoln, linda, lindsay, lindsey, lindsy, lindy, line, linette, ling, linh, links, linn, linnea, linnie, lino, linsey, linwood, lionel, lisa, lisabeth, lisandra, lisbeth, lise, lisette, lisha, laila, lissa, lissette, lita, livia, liz, liza, lizabeth, lizbeth, lizeth, lizette, lizzette, lizzie, ll, lamar, lloyd, loan, logan, loida, lois, lola, lolita, loma, lon, lona, lang, londa, loni, lonna, lonnie, lonny, lora, loraine, loralee, lore, lorean, loree, loreen, lorelei, loren, lorena, lorene, lorenza, lorenzo, loreta, loretta, lorette, lori, loria, loriann, lorie, lorilee, lashawnda, lorinda, loris, lorita, lorna, lorraine, lasonya, lorretta, latarsha, lorri, lorriane, lorrie, lorrine, lory, lottie, lou, louanne, louella, louetta, louie, louis, louisa, louise, loura, lourdes, lourie, love, lovella, lovetta, lovie, lowell, loyce, loyd, ltd, lu, luana, luann, luanna, luanne, luba, lucas, luci, lucia, luciano, lucie, lucien, lucienne, lucila, lucilla, lucille, lucina, lucio, lucius, lucrecia, lavina, lucretia, lucy, ludie, ludivina, luella, luetta, luigi, lavonne, luis, luisa, luise, luke, lula, lulu, luna, lupe, lupita, lura, lurlene, lurline, luther, luvenia, luz, lyda, lydia, lyla, lyle, lyman, lyn, lynda, lyndia, lee, lyndon, lyndsay, lyndsey, lynell, lynelle, lynette, lynn, lynna, lynne, lynnette, lynsey, lynwood, mabel, mabelle, mable, mac, machelle, macie, mack, mackenzie, macy, madalene, madaline, madalyn, maddie, made, madelaine, madeleine, madelene, madeline, madelyn, madge, madie, madison, madlyn, madonna, mae, maegan, mafalda, magali, magaly, magan, magaret, magda, magdalen, magdalena, magdalene, magen, maggie, magnolia, mahalia, mai, maia, maida, maile, maira, maire, maisha, maisie, major, majorie, make, makeda, makes, malcolm, malcom, malena, malia, malik, malika, malinda, malisa, lexie, malissa, malka, mallie, mallory, malorie, mamie, mammie, man, mana, manda, mandi, mandie, mandy, manie, manual, manuel, manuela, many, maple, mara, maragaret, maragret, maranda, marc, marcel, marcela, marcelina, marceline, marcelino, marcell, marcella, marcelle, marcellus, marcelo, marcene, marchelle, marcia, marcie, marcos, marcus, marcy, maren, marg, margareta, margarett, margaretta, margarette, margarita, margarite, margarito, margart, margene, margeret, margert, margery, marget, margherita, margie, margit, margo, margorie, margret, margrett, marguerita, marguerite, margurite, margy, marhta, mari, maria, loise, mariah, mariam, marian, mariana, marianela, mariann, marianna, marianne, mariano, maribel, maribeth, marica, maricela, maricruz, marie, mariel, mariela, mariella, marietta, mariette, mariko, marilee, marilou, marilu, marilyn, marilynn, marin, marina, marinda, marine, mario, marion, lorina, maris, lorine, marisa, marisela, marisha, marisol, marissa, marita, maritza, marivel, marjory, mark, marketta, markita, louann, markus, marla, marlana, marleen, marlen, marlena, marlene, marlin, marline, marlo, louvenia, marlon, marlyn, marlys, marna, marni, marnie, marquerite, marquetta, marquis, marquita, marquitta, marry, marsha, marshall, marth, martha, luciana, marti, martin, martina, martine, marty, lucile, marva, marvel, marvella, lucinda, marvin, marvis, marx, mary, marya, maryalice, maryam, lue, maryann, maryanna, maryanne, marybelle, marybeth, maryellen, maryetta, maryjane, maryjo, maryland, marylee, marylin, maryln, marylou, marylouise, marylyn, marylynn, maryrose, masako, mason, matha, mathew, mathilda, mathilde, matilda, matilde, matt, matthew, mattie, maud, maude, lynetta, maudie, maura, maureen, maurice, mauricio, maurine, maurita, ma, mauro, mavis, max, maxie, maxima, maximina, maximo, maxine, maxwell, maya, maybe, maybell, maybelle, maye, mayme, maynard, mayola, mayra, mazie, mckenzie, mckinley, me, meagan, meaghan, meantime, meanwhile, mechelle, meda, mee, meg, megan, meggan, meghan, meghann, mei, mel, melaine, melani, melania, melanie, melany, melba, melda, melia, melida, melina, melinda, melisa, melissa, melissia, melita, mellie, mellisa, mellissa, melodee, melodi, melodie, melody, melonie, melony, melva, malvina, melvin, melvina, mendy, mercedes, mercedez, mercy, meredith, meri, merideth, meridith, merilyn, merissa, merle, mao, merlene, merlin, merlyn, merna, merri, merrie, merrilee, merrill, marcelene, merry, mertie, mervin, meryl, meta, mi, mia, mica, micaela, micah, marci, michael, michaela, marco, michaele, michal, michale, mardell, micheal, michel, margaret, michele, margarete, michelina, micheline, michell, michelle, michiko, mickey, micki, marge, mickie, miesha, migdalia, mignon, miguelina, mika, mikaela, mike, mikel, miki, margot, mikki, milagro, 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pearle, pearlene, pearlie, pearline, pearly, pedro, peg, peggie, peggy, pei, penelope, penney, penni, pennie, penny, per, percy, perhaps, perla, perry, pete, peter, petra, petrina, petronila, phebe, phil, philip, phillip, phillis, philomena, phung, phuong, nickolas, phylicia, phylis, phyliss, pia, piedad, pierre, ping, pinkie, piper, pok, polly, porfirio, porsche, porsha, porter, portia, pp, precious, preston, pricilla, prince, princess, priscila, priscilla, proud, providencia, prudence, q, qiana, queen, queenie, quentin, quiana, quincy, quinn, nohemi, quintin, quinton, quyen, r, rachael, rachal, racheal, rachel, rachele, norene, rachell, rachelle, racquel, rae, raeann, norris, raelene, rafael, rafaela, raguel, raina, raisa, raleigh, ralph, ramiro, ramon, ramona, ramonita, ran, rana, ranae, randa, randal, randall, randee, ok, randi, randolph, ranee, raphael, raquel, rashad, rasheeda, rashida, raul, raven, ray, raye, rayford, raymon, raymond, raymonde, raymundo, rayna, re, rea, reagan, 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romeo, romona, pura, ron, rona, ronald, roni, ronna, ronni, ronnie, ronny, roosevelt, rory, rosa, rosalba, rosalee, rosalia, rosalie, rosalind, rosalinda, rosaline, rosalva, rosalyn, rosamaria, rosamond, rosana, rosann, rosanna, rosanne, rosaria, rosario, rosaura, roscoe, rose, roseann, roseanna, roseanne, roselee, roselia, roseline, rosella, randell, roselle, roselyn, randy, rosemarie, rosemary, rosena, rosenda, rosendo, rosetta, rosette, rosia, rosie, rosina, rosio, raylene, roslyn, ross, rossana, rossie, rosy, rowena, roxana, reanna, roxane, roxann, roxanna, roxanne, roxie, roy, royal, royce, reda, rozanne, rozella, ruben, rubi, rubie, rubin, rubye, rudolf, rudolph, rudy, rueben, rufina, rufus, run, rupert, russel, russell, rusty, ruth, rutha, ruthann, renae, ruthanne, ruthe, ruthie, ryan, ryann, s, rene, sabina, renee, sabine, sabra, renna, sabrina, sacha, sachiko, sade, sadie, sadye, sage, rey, said, sal, reynalda, salena, salina, salley, sallie, sally, salome, salvador, salvatore, sam, ricarda, samantha, samara, samatha, same, samella, samira, sammie, sammy, samual, samuel, sana, sanda, sandee, sandi, sandie, sandra, sandy, sanford, riva, sang, rob, sanjuana, sanjuanita, robbin, sanora, santa, santana, santiago, santo, santos, sara, sarah, sarai, saran, sari, sarina, sarita, sasha, saturnina, sau, saul, saundra, savanna, say, scarlet, scarlett, scot, scott, scottie, scotty, sean, search, season, sebastian, sebrina, sec, section, see, seem, seema, seemed, seeming, seems, ronda, selena, selene, selina, selma, sena, senaida, september, serafina, serena, sergio, serina, serita, rosalina, server, seth, seven, seventy, several, seymour, sha, shad, shae, shaina, shakia, shakita, shala, shalanda, shall, shalon, shalonda, shameka, shamika, shan, shana, shanae, shanda, shandi, shandra, shane, shaneka, shanel, shanell, shanelle, shanice, shanika, shaniqua, shanita, shannan, shannon, rosita, shanon, shanta, shantae, shantay, shante, shantel, shantell, shantelle, shanti, shaquana, shaquita, shara, roxy, sharan, sharda, sharee, sharell, sharen, shari, sharice, sharie, sharika, ruby, sharilyn, sharla, sharleen, sharlene, sharmaine, sharolyn, sharon, sharri, russ, sharyl, sharyn, shasta, shaun, shauna, shaunda, shaunna, shaunta, shaunte, shavon, shavonda, shavonne, shawana, shawanda, shawanna, shawn, shawnda, shawnee, shawnna, shawnta, shay, shayla, shayna, shayne, she, shea, sheba, shed, sheena, sheila, sheilah, shela, shelba, shelby, sheldon, shelia, shell, shella, shelley, shelli, shellie, shelly, shemeka, shemika, shena, shenika, shenita, shenna, shera, sheree, sherell, sheri, sherice, sheridan, sherie, santina, sherika, sherill, sherilyn, sherise, sherita, sherlene, sherley, sherly, sherlyn, sherman, sheron, sherrell, sherri, sherrie, sherril, savannah, sherrill, sherron, sherry, sherryl, sherwood, shery, sheryl, sheryll, shes, shiela, shila, shiloh, shin, shira, shirely, shirl, shirlee, shirleen, shirlene, shirley, shirly, shizue, shizuko, shon, shona, setsuko, shonda, shondra, shonna, shonta, shoshana, shu, shakira, shyla, sibyl, sid, sidney, sierra, signe, sigrid, silas, silva, silvana, silvia, sima, simon, simona, simone, simonne, sina, since, shani, sindy, siobhan, sirena, siu, shanna, six, sixty, skye, slyvia, so, socorro, sofia, soila, sol, solange, soledad, solomon, some, somehow, someone, somer, something, sometime, sometimes, somewhere, sommer, son, sona, sharita, sondra, song, sonia, sonja, sonny, sonya, sharonda, soo, sharron, sook, soon, sophia, sophie, soraya, sparkle, spencer, spring, stacee, stacey, staci, stacia, stacie, stacy, stanford, shawna, stanley, stanton, star, starla, starr, stefan, stefani, stefania, stefanie, stefany, steffanie, stella, stepanie, stephan, stephane, stephani, stephania, stephanie, stephen, stephenie, stephine, stephnie, sterling, shelton, steve, steven, stevie, stewart, still, stop, stormy, stuart, suanne, such, sudie, sue, sueann, suellen, suk, sulema, sumiko, summer, sun, sunday, sung, sunni, sunny, sunshine, susan, susana, susann, susanna, susannah, susanne, susie, susy, suzan, suzann, suzanna, suzanne, suzette, suzi, suzy, svetlana, sybil, syble, sydney, sylvester, sylvia, sylvie, synthia, syreeta, t, ta, tabetha, tabitha, tad, tai, taina, taisha, tajuana, takako, taking, takisha, talia, talisha, talitha, tama, tamar, tamara, tamatha, tambra, tameika, tameka, tamekia, tamela, tamera, tamesha, tami, tamica, tamie, tamiko, tamisha, sixta, tammara, tammera, tammi, tammie, tammy, tana, tandra, tandy, taneka, tanesha, tangela, tania, tanika, tanja, tanna, tanner, tara, tarah, taren, tarra, tarsha, taryn, tasha, tashia, tashina, tasia, tatiana, tatum, tatyana, taunya, tawana, tawanda, tawanna, tawna, tawnya, stan, taylor, tayna, ted, teddy, tegan, tell, stasia, telma, temeka, temika, tempie, temple, ten, tena, tenesha, stephaine, tenisha, tennie, tennille, teodora, teodoro, stephany, teofila, tequila, tera, tereasa, terence, teresa, teresia, teresita, teressa, teri, terica, su, terina, terisa, terra, terrance, terrell, terrence, terresa, terri, terrie, terrilyn, terry, tesha, tessa, tessie, thad, thaddeus, thalia, than, thanh, thao, that, thatll, thats, thatve, the, theda, their, thelma, them, suzie, themselves, then, thence, theo, theodora, theodore, theola, thereafter, thereby, thered, therefore, tabatha, therein, therell, therere, theres, theresa, therese, theressa, thereupon, thereve, theron, thersa, these, tam, theyd, tamala, theyll, theyre, theyve, thi, thing, think, thirty, this, thomas, thomasena, thomasina, thomasine, thora, tamika, those, though, thought, thousand, thresa, through, throughout, tamra, thru, thu, thurman, thus, thuy, tia, tiana, tianna, tanisha, tiara, tien, tiera, tanya, tierra, tiesha, tifany, tari, tiffaney, tiffani, tiffanie, tiffany, tiffiny, tijuana, til, tilda, till, tillie, tim, timika, timmy, timothy, tina, tawny, tinisha, tiny, tip, tisa, tish, teena, tisha, teisha, titus, to, tobi, tobias, tobie, toby, toccara, tod, together, toi, told, tom, tomas, tomasa, tomeka, tomi, tomika, tomiko, terese, tommie, tommy, tommye, tomoko, tona, tonda, tonette, toney, tonia, tonie, tonisha, tonita, tonja, tony, tonya, too, tora, tess, tori, torie, torri, torrie, tory, tosha, toshia, thea, toshiko, tova, towanda, towards, toya, tracee, traci, tracie, theresia, tracy, tran, trang, travis, treasa, treena, trena, trent, trenton, tresa, tressa, tressie, treva, trevor, trey, tricia, trillion, trina, trinh, trinidad, trinity, trisha, trista, tristan, troy, trudi, trudie, trudy, trula, truman, try, tu, tuan, tula, tuyet, twana, twanda, twanna, twenty, twila, two, twyla, ty, tyesha, tyisha, tyler, tynisha, todd, tyra, tyree, tyron, tyrone, tyson, u, ulrike, ulysses, un, una, under, unless, unlike, until, unto, up, toni, upon, ursula, us, used, usha, using, ute, v, vada, val, valarie, valda, valencia, valene, valentin, valentina, valentine, valeri, valeria, valerie, tracey, valery, valorie, valrie, van, vanda, vanesa, vanessa, vanetta, vania, vanita, vanna, vannesa, vannessa, vashti, vasiliki, vaughn, ve, veda, velda, velia, vella, velma, trish, velva, velvet, vena, venessa, venetta, venice, venita, vennie, venus, veola, vera, verda, verdell, verdie, verena, vergie, verla, verlene, verlie, verline, vern, verna, vernell, vernetta, vernia, tyrell, vernice, vernie, vernita, ula, vernon, verona, veronica, veronika, veronique, versie, vertie, very, vesta, veta, vi, via, vicenta, vicente, vickey, vickie, vicky, victor, victoria, vida, vallie, viki, vikki, vilma, vance, vina, vince, vincent, vincenza, vincenzo, vinita, vinnie, viola, violet, violeta, violette, virgen, virgie, virgil, virgilio, virgina, virginia, vita, vito, viva, vivan, vivian, viviana, vivien, vivienne, vol, vols, von, voncile, vonda, vonnie, vs, w, wade, wai, waldo, walker, wallace, wally, walter, walton, waltraud, wan, wanda, waneta, wanetta, wanita, ward, warner, warren, was, wasnt, wava, way, waylon, wayne, we, wed, vicki, wei, weldon, well, wen, victorina, wendell, wendi, wendie, wendolyn, wendy, wenona, went, were, werent, werner, wes, wesley, weston, weve, what, whatever, whatll, whats, whatve, when, whence, whenever, where, whereafter, whereas, whereby, wherein, wheres, whereupon, wherever, whether, which, while, whim, whither, whitley, whitney, who, whod, whoever, whole, wholl, whom, whomever, whos, whose, why, wilber, wilbert, wilbur, wilburn, wilda, wiley, wilford, wilfred, wilfredo, wilhelmina, wilhemina, will, willa, willard, willena, willene, willetta, willette, willia, william, williams, willian, willie, williemae, willis, willodean, willow, willy, wilma, wilmer, wilson, wilton, windy, winford, winfred, winifred, winnie, winnifred, winona, winston, winter, with, within, without, wm, wonda, wont, woodrow, words, wouldnt, wyatt, wynell, wynona, x, xavier, xenia, xiao, xiomara, xochitl, xuan, y, yadira, yaeko, yael, yahaira, yajaira, yan, yang, yanira, yasmin, yasmine, yasuko, yee, yelena, yen, yer, yes, yesenia, yessenia, yet, yetta, yevette, yi, ying, yoko, yolanda, yolande, yolando, yolonda, yon, yong, yoshie, yoshiko, you, youd, youlanda, youll, young, your, youre, yours, yourself, yourselves, youve, yu, yuette, yuk, yuki, yukiko, yuko, yulanda, yun, yung, yuonne, yuri, yuriko, yvette, yvone, yvonne, z, zachariah, zachary, zachery, zack, zackary, zada, zaida, zana, zandra, zane, zelda, zella, zelma, zena, zenaida, zenia, zenobia, zetta, zina, zita, zoe, zofia, zoila, zola, zona, zonia, zora, zoraida, zula, zulema, zulma