"colnames(merged_df3)"
"mutationinformation"
"id"
"sample"
"lineage"
"sublineage"
"country_code"
"drtype"
"ethambutol"
"mutation"
"drug_name"
"mutation_info"
"mutation_info_orig"
"mutation_info_v1"
"wild_type"
"mutant_type"
"position"
"Mut"
"Mut_copy"
"index_orig"
"index_orig_copy"
"snp_frequency"
"pos_count"
"wt_prop_water"
"mut_prop_water"
"wt_prop_polarity"
"mut_prop_polarity"
"wt_calcprop"
"mut_calcprop"
"total_id_ucount"
"maf"
"drtype_numeric"
"drtype_all_vals"
"drtype_all_names"
"drtype_multimode"
"drtype_mode"
"drtype_max"
"mutation_info_labels"
"dm_om_numeric"
"dm_om_numeric_orig"
"dst"
"dst_multimode"
"dst_mode"
"mutation_info_labels_v1"
"mutation_info_labels_orig"
"lineage_list_all"
"lineage_count_all"
"lineage_count_unique"
"lineage_list_unique"
"lineage_multimode"
"chain"
"ligand_id"
"ligand_distance"
"duet_stability_change"
"duet_outcome"
"ligand_affinity_change"
"ligand_outcome"
"duet_scaled"
"affinity_scaled"
"wild_pos"
"wild_chain_pos"
"ddg_foldx"
"contacts"
"electro_rr"
"electro_mm"
"electro_sm"
"electro_ss"
"disulfide_rr"
"disulfide_mm"
"disulfide_sm"
"disulfide_ss"
"hbonds_rr"
"hbonds_mm"
"hbonds_sm"
"hbonds_ss"
"partcov_rr"
"partcov_mm"
"partcov_sm"
"partcov_ss"
"vdwclashes_rr"
"vdwclashes_mm"
"vdwclashes_sm"
"vdwclashes_ss"
"volumetric_rr"
"volumetric_mm"
"volumetric_sm"
"volumetric_ss"
"foldx_scaled"
"foldx_outcome"
"deepddg"
"deepddg_outcome"
"deepddg_scaled"
"asa"
"rsa"
"ss"
"ss_class"
"kd_values"
"rd_values"
"wt_3upper"
"consurf_score"
"consurf_scaled"
"consurf_colour"
"consurf_colour_rev"
"consurf_ci_upper"
"consurf_ci_lower"
"consurf_ci_colour"
"consurf_msa_data"
"consurf_aa_variety"
"snap2_score"
"snap2_scaled"
"snap2_accuracy_pc"
"snap2_outcome"
"af"
"beta_logistic"
"or_logistic"
"pval_logistic"
"se_logistic"
"zval_logistic"
"ci_low_logistic"
"ci_hi_logistic"
"or_mychisq"
"log10_or_mychisq"
"or_fisher"
"pval_fisher"
"neglog_pval_fisher"
"ci_low_fisher"
"ci_hi_fisher"
"est_chisq"
"pval_chisq"
"ddg_dynamut2"
"ddg_dynamut2_scaled"
"ddg_dynamut2_outcome"
"mcsm_ppi2_affinity"
"mcsm_ppi2_scaled"
"mcsm_ppi2_outcome"
"interface_dist"
"mut_3upper"
"seq_offset4pdb"
"provean_score"
"provean_outcome"
"provean_scaled"
"mmcsm_lig"
"mmcsm_lig_scaled"
"mmcsm_lig_outcome"
"gene_name"
"pdb_file"
"lineage_labels"
"consurf_outcome"
"sensitivity"
"foldx_scaled_signC"
"avg_stability"
"avg_stability_outcome"
"avg_stability_scaled"
"avg_lig_affinity"
"avg_lig_affinity_outcome"
"avg_lig_affinity_scaled"