diff --git a/publication/compression_ratio_result/float/alp.csv b/publication/compression_ratio_result/float/alp.csv
index 847b3a6..bf5b7b5 100644
--- a/publication/compression_ratio_result/float/alp.csv
+++ b/publication/compression_ratio_result/float/alp.csv
@@ -2,4 +2,4 @@ dataset,size,rowgroups_count,vectors_count
 Dino-Vitb16,28.78,844,84365
 GPT2,28.01,1216,121524
 Grammarly-lg,29.16,7648,764740
-W2VEC,28.86,5,405
+W2V Tweets,28.86,5,405
diff --git a/publication/compression_ratio_result/float/chimp.csv b/publication/compression_ratio_result/float/chimp.csv
index e2de788..1048f2c 100644
--- a/publication/compression_ratio_result/float/chimp.csv
+++ b/publication/compression_ratio_result/float/chimp.csv
@@ -2,4 +2,4 @@ dataset,size,vectors_count
 Dino-Vitb16,33.42,84364
 GPT2,33.46,121523
 Grammarly-lg,33.42,764739
-W2VEC,33.50,404
+W2V Tweets,33.50,404
diff --git a/publication/compression_ratio_result/float/chimp128.csv b/publication/compression_ratio_result/float/chimp128.csv
index e77e452..2e563dd 100644
--- a/publication/compression_ratio_result/float/chimp128.csv
+++ b/publication/compression_ratio_result/float/chimp128.csv
@@ -2,4 +2,4 @@ dataset,size,vectors_count
 Dino-Vitb16,33.43,84364
 GPT2,33.48,121523
 Grammarly-lg,33.43,764739
-W2VEC,33.51,404
+W2V Tweets,33.51,404
diff --git a/publication/compression_ratio_result/float/gorillas.csv b/publication/compression_ratio_result/float/gorillas.csv
index d585135..2fedc0a 100644
--- a/publication/compression_ratio_result/float/gorillas.csv
+++ b/publication/compression_ratio_result/float/gorillas.csv
@@ -1,5 +1,5 @@
 dataset,size,vectors_count
-Dino-Vitb16,32.89,42182
-GPT2,32.24,60761
-Grammarly-lg,32.19,382369
-W2VEC,32.32,202
+Dino-Vitb16,34.11,84364
+GPT2,34.11,121523
+Grammarly-lg,34.11,764739
+W2V Tweets,32.32,202
diff --git a/publication/compression_ratio_result/float/patas.csv b/publication/compression_ratio_result/float/patas.csv
index ecd7441..a897c71 100644
--- a/publication/compression_ratio_result/float/patas.csv
+++ b/publication/compression_ratio_result/float/patas.csv
@@ -2,4 +2,4 @@ dataset,size,vectors_count
 Dino-Vitb16,45.81,84364
 GPT2,45.63,121523
 Grammarly-lg,45.51,764739
-W2VEC,45.60,404
+W2V Tweets,45.60,404
diff --git a/publication/compression_ratio_result/float/zstd.csv b/publication/compression_ratio_result/float/zstd.csv
index 07bf6a6..2b8486f 100644
--- a/publication/compression_ratio_result/float/zstd.csv
+++ b/publication/compression_ratio_result/float/zstd.csv
@@ -2,4 +2,4 @@ dataset,size
 Dino-Vitb16,29.74
 GPT2,29.69
 Grammarly-lg,29.65
-W2VEC,29.65
+W2V Tweets,29.65
diff --git a/publication/source_code/bench_compression_ratio/gorillas.cpp b/publication/source_code/bench_compression_ratio/gorillas.cpp
index 3ca2e02..4b98938 100644
--- a/publication/source_code/bench_compression_ratio/gorillas.cpp
+++ b/publication/source_code/bench_compression_ratio/gorillas.cpp
@@ -62,14 +62,14 @@ class gorillas_test : public ::testing::Test {
 			size_t compressed_data_size = 0;
 
 			size_t tuples_count;
-			auto*  data_column = mapper::mmap_file<double>(tuples_count, dataset.binary_file_path);
-			double value_to_encode {0.0};
+			auto*  data_column = mapper::mmap_file<T>(tuples_count, dataset.binary_file_path);
+			T value_to_encode {0.0};
 			size_t vector_idx {0};
 			size_t rowgroup_offset {0};
 			size_t vectors_count = {0};
 			/* Encode - Decode - Validate. */
 			for (size_t i = 0; i < tuples_count; i++) {
-				value_to_encode     = data_column[i];
+ 				value_to_encode     = data_column[i];
 				dbl_arr[vector_idx] = value_to_encode;
 				vector_idx          = vector_idx + 1;
 				rowgroup_offset     = rowgroup_offset + 1;