diff --git a/TPC3/main.py b/TPC3/main.py
index f609303..2a95ce5 100644
--- a/TPC3/main.py
+++ b/TPC3/main.py
@@ -1,5 +1,6 @@
 import re
 from dataclasses import dataclass
+import json
 
 
 alinea_a = {}
@@ -23,11 +24,18 @@ class Line:
     mom: str
     associated_processes: list[Process]
 
-processes : dict[int,dict[int,dict[int,list[Line]]]] = {}
+
+processes: dict[int, dict[int, dict[int, list[Line]]]] = {}
+
 
 def main():
-    load()
+    global processes
+    processes = load(None)
     freq_proc_ano()
+    freq_nomes()
+    freq_relacao()
+    write_proc_to_json_file(None)
+
 
 def freq_proc_ano():
     freq = {}
@@ -37,14 +45,62 @@ def freq_proc_ano():
                 if year not in freq:
                     freq[year] = 0
                 freq[year] += 1
+    return freq
 
-def freq_nomes_apelidos():
-    print("a")
 
-def load():
-    regex = r"(\d+)::(\d+)-(\d+)-(\d+)::([A-Za-z ]+)::([A-Za-z ]+)::([A-Za-z ]+)::(.*)::"
+def freq_nomes():
+    prop = {}
+    apelidos = {}
+    for year in processes.keys():
+        for month in processes[year].keys():
+            for day in processes[year][month].keys():
+                for entry in processes[year][month][day]:
+                    spl = entry.name.split(" ")
+                    if spl[0] not in prop:
+                        prop[spl[0]] = 1
+                    else:
+                        prop[spl[0]] += 1
+
+                    if spl[-1] not in apelidos:
+                        apelidos[spl[-1]] = 1
+                    else:
+                        apelidos[spl[-1]] += 1
+    ret = {"prop": prop, "apelidos": apelidos}
+    return ret
+
+
+def freq_relacao():
+    freq = {}
+    for year in processes.keys():
+        for month in processes[year].keys():
+            for day in processes[year][month].keys():
+                for entry in processes[year][month][day]:
+                    for proc in entry.associated_processes:
+                        if proc.grau not in freq:
+                            freq[proc.grau] = 1
+                        else:
+                            freq[proc.grau] += 1
+
+    return freq
+
+
+def write_proc_to_json_file(num_of_lines: int | None):
+    js = load(num_of_lines)
+    with open("processos.json", "w") as file:
+        file.write(json.dumps(js, default=vars, indent=4))
+
+
+def load(num_of_lines: int | None):
+    output = {}
+    regex = (
+        r"(\d+)::(\d+)-(\d+)-(\d+)::([A-Za-z ]+)::([A-Za-z ]+)::([A-Za-z ]+)::(.*)::"
+    )
     dataset = open("processos.txt", "r")
     lines = dataset.readlines()
+
+    if num_of_lines is not None:
+        lines = lines[:num_of_lines]
+
     for line in lines:
         if line.strip() == "":
             continue
@@ -54,14 +110,14 @@ def load():
             year = int(matched_regex.group(2))
             month = int(matched_regex.group(3))
             day = int(matched_regex.group(4))
-            name = matched_regex.group(5)
-            dad = matched_regex.group(6)
-            mom = matched_regex.group(7)
+            name = matched_regex.group(5).split(",")[0]
+            dad = matched_regex.group(6).split(",")[0]
+            mom = matched_regex.group(7).split(",")[0]
 
             proc_str = matched_regex.group(8)
             regex2 = r"([A-Za-z ]+),([A-Za-z ]+)\. Proc\.(\d+)\. *"
             proc_match = re.findall(regex2, proc_str)
-    
+
             proc_list = []
             if proc_match is not None:
                 for match in proc_match:
@@ -70,15 +126,15 @@ def load():
                     )
 
             line_obj = Line(folder, year, month, day, name, dad, mom, proc_list)
-            if year not in processes.keys():
-                processes[year] = {}
-            if month not in processes[year].keys():
-                processes[year][month] = {}
-            if day not in processes[year][month].keys():
-                processes[year][month][day] = []
-            processes[year][month][day].append(line_obj)
-
+            if year not in output.keys():
+                output[year] = {}
+            if month not in output[year].keys():
+                output[year][month] = {}
+            if day not in output[year][month].keys():
+                output[year][month][day] = []
+            output[year][month][day].append(line_obj)
     dataset.close()
+    return output
 
 
 if __name__ == "__main__":