\n",
" \n",
" 0 | \n",
" ID_ID_lev_dist | \n",
" ID | \n",
" ID | \n",
" None | \n",
" None | \n",
" lev_dist | \n",
" <function ID_ID_lev_dist at 0x103fae7b8> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 1 | \n",
" ID_ID_lev_sim | \n",
" ID | \n",
" ID | \n",
" None | \n",
" None | \n",
" lev_sim | \n",
" <function ID_ID_lev_sim at 0x114358268> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 2 | \n",
" ID_ID_jar | \n",
" ID | \n",
" ID | \n",
" None | \n",
" None | \n",
" jaro | \n",
" <function ID_ID_jar at 0x1143581e0> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 3 | \n",
" ID_ID_jwn | \n",
" ID | \n",
" ID | \n",
" None | \n",
" None | \n",
" jaro_winkler | \n",
" <function ID_ID_jwn at 0x114358400> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 4 | \n",
" ID_ID_exm | \n",
" ID | \n",
" ID | \n",
" None | \n",
" None | \n",
" exact_match | \n",
" <function ID_ID_exm at 0x114358598> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 5 | \n",
" ID_ID_jac_qgm_3_qgm_3 | \n",
" ID | \n",
" ID | \n",
" qgm_3 | \n",
" qgm_3 | \n",
" jaccard | \n",
" <function ID_ID_jac_qgm_3_qgm_3 at 0x114358620> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 6 | \n",
" name_name_jac_qgm_3_qgm_3 | \n",
" name | \n",
" name | \n",
" qgm_3 | \n",
" qgm_3 | \n",
" jaccard | \n",
" <function name_name_jac_qgm_3_qgm_3 at 0x1143586a8> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 7 | \n",
" name_name_cos_dlm_dc0_dlm_dc0 | \n",
" name | \n",
" name | \n",
" dlm_dc0 | \n",
" dlm_dc0 | \n",
" cosine | \n",
" <function name_name_cos_dlm_dc0_dlm_dc0 at 0x114358730> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 8 | \n",
" name_name_jac_dlm_dc0_dlm_dc0 | \n",
" name | \n",
" name | \n",
" dlm_dc0 | \n",
" dlm_dc0 | \n",
" jaccard | \n",
" <function name_name_jac_dlm_dc0_dlm_dc0 at 0x1143587b8> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 9 | \n",
" name_name_mel | \n",
" name | \n",
" name | \n",
" None | \n",
" None | \n",
" monge_elkan | \n",
" <function name_name_mel at 0x114358840> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 10 | \n",
" name_name_lev_dist | \n",
" name | \n",
" name | \n",
" None | \n",
" None | \n",
" lev_dist | \n",
" <function name_name_lev_dist at 0x1143588c8> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 11 | \n",
" name_name_lev_sim | \n",
" name | \n",
" name | \n",
" None | \n",
" None | \n",
" lev_sim | \n",
" <function name_name_lev_sim at 0x114358950> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 12 | \n",
" name_name_nmw | \n",
" name | \n",
" name | \n",
" None | \n",
" None | \n",
" needleman_wunsch | \n",
" <function name_name_nmw at 0x1143589d8> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 13 | \n",
" name_name_sw | \n",
" name | \n",
" name | \n",
" None | \n",
" None | \n",
" smith_waterman | \n",
" <function name_name_sw at 0x114358a60> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 14 | \n",
" birth_year_birth_year_exm | \n",
" birth_year | \n",
" birth_year | \n",
" None | \n",
" None | \n",
" exact_match | \n",
" <function birth_year_birth_year_exm at 0x114358ae8> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 15 | \n",
" birth_year_birth_year_anm | \n",
" birth_year | \n",
" birth_year | \n",
" None | \n",
" None | \n",
" abs_norm | \n",
" <function birth_year_birth_year_anm at 0x114358b70> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 16 | \n",
" birth_year_birth_year_lev_dist | \n",
" birth_year | \n",
" birth_year | \n",
" None | \n",
" None | \n",
" lev_dist | \n",
" <function birth_year_birth_year_lev_dist at 0x114358bf8> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 17 | \n",
" birth_year_birth_year_lev_sim | \n",
" birth_year | \n",
" birth_year | \n",
" None | \n",
" None | \n",
" lev_sim | \n",
" <function birth_year_birth_year_lev_sim at 0x114358c80> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 18 | \n",
" hourly_wage_hourly_wage_exm | \n",
" hourly_wage | \n",
" hourly_wage | \n",
" None | \n",
" None | \n",
" exact_match | \n",
" <function hourly_wage_hourly_wage_exm at 0x114358d08> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 19 | \n",
" hourly_wage_hourly_wage_anm | \n",
" hourly_wage | \n",
" hourly_wage | \n",
" None | \n",
" None | \n",
" abs_norm | \n",
" <function hourly_wage_hourly_wage_anm at 0x114358d90> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 20 | \n",
" hourly_wage_hourly_wage_lev_dist | \n",
" hourly_wage | \n",
" hourly_wage | \n",
" None | \n",
" None | \n",
" lev_dist | \n",
" <function hourly_wage_hourly_wage_lev_dist at 0x114358e18> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 21 | \n",
" hourly_wage_hourly_wage_lev_sim | \n",
" hourly_wage | \n",
" hourly_wage | \n",
" None | \n",
" None | \n",
" lev_sim | \n",
" <function hourly_wage_hourly_wage_lev_sim at 0x114358ea0> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 22 | \n",
" zipcode_zipcode_exm | \n",
" zipcode | \n",
" zipcode | \n",
" None | \n",
" None | \n",
" exact_match | \n",
" <function zipcode_zipcode_exm at 0x114358f28> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 23 | \n",
" zipcode_zipcode_anm | \n",
" zipcode | \n",
" zipcode | \n",
" None | \n",
" None | \n",
" abs_norm | \n",
" <function zipcode_zipcode_anm at 0x11439d048> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 24 | \n",
" zipcode_zipcode_lev_dist | \n",
" zipcode | \n",
" zipcode | \n",
" None | \n",
" None | \n",
" lev_dist | \n",
" <function zipcode_zipcode_lev_dist at 0x11439d0d0> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
" 25 | \n",
" zipcode_zipcode_lev_sim | \n",
" zipcode | \n",
" zipcode | \n",
" None | \n",
" None | \n",
" lev_sim | \n",
" <function zipcode_zipcode_lev_sim at 0x11439d158> | \n",
" from py_entitymatching.feature.simfunctions import *\\nfrom py_entitymatching.feature.tokenizers ... | \n",
" True | \n",
"
\n",
" \n",
"