diff --git a/02-filter-a-log-file/chains_parser.js b/02-filter-a-log-file/chains_parser.js
index 102ff85..48710d9 100644
--- a/02-filter-a-log-file/chains_parser.js
+++ b/02-filter-a-log-file/chains_parser.js
@@ -4,13 +4,13 @@ import UAParser from "ua-parser-js";
 import readline from "readline";
 import { program } from "commander";
 import glob from "fast-glob";
-
+import format from "date-fns/format/index.js";
 
 program
   .option("--min <Number>", "The lowest count to print. Stop at this.", 1)
-  .option("--errors", "Show the erorrs so you can fix them.", false)
-  .option("--format <string>", "Output format, text or json. Ignores min for raw output.", "json")
-  .option("--outfile <string>", "Save to file rather than stdout.")
+  .option("--errors", "Show the errors so you can fix them.", false)
+  .option("--format <String>", "Output format, text or json. Ignores min for raw output.")
+  .option("--outfile <String>", "Save to file rather than stdout.")
   .requiredOption("--domain <String>", "Domain for the log. Gets removed as a refer.")
   .requiredOption("--input <String>", "Input file glob.")
   .description("Processes different web server logs to determine request chain frequency.")
@@ -19,6 +19,7 @@ program
 program.parse();
 const OPTS = program.opts();
 OPTS.min = parseInt(OPTS.min);
+assert(!isNaN(OPTS.min), `min must be a number, you have ${OPTS.min}`);
 
 
 class Parser {
@@ -178,12 +179,20 @@ const parse_log_file = async (results, stats, file_name, errors) => {
       // skip lines that have content we don't care about
       if(data.url.match(skip)) continue;
 
-      // store or update the chain in the by_ip chain
-      const ip_chain = results[data.ip] || [];
+      // convert the date to a only day length
+      const date_key = format(data.time, "yyyy-MM-dd");
+
+      // get the date entry or a new one
+      const date_entry = results[date_key] || {};
 
+      // store or update the chain in the by_ip chain
+      const ip_chain = date_entry[data.ip] || [];
       ip_chain.push(data);
+      date_entry[data.ip] = ip_chain;
+
+      // and update this date entry
+      results[date_key] = date_entry;
 
-      results[data.ip] = ip_chain;
     } catch(error) {
       if(errors) console.error(error);
 
@@ -268,49 +277,44 @@ const sort_request_chains = (chains, min) => {
   return converted.sort((a, b) => b[0] - a[0]);
 }
 
-const output_results = async (stats, chains, format, outfile) => {
-  if(format === "json") {
-    const data = {stats, chains, date: new Date()};
-    console.log(data);
-  } else {
-    const chains_sorted = sort_request_chains(chains, OPTS.min);
+const output_report = async (stats, data, domain, min) => {
+  for(let key in data) {
+    console.log(`--- ${key} ---`);
+    const chains = construct_request_chains(data[key], domain);
+    const chains_sorted = sort_request_chains(chains, min);
 
     for(let [count, url] of chains_sorted) {
       console.log(count, url);
     }
-
-    console.log(stats);
   }
 }
 
-const write_results = async (stats, chains, format, outfile) => {
-  assert(outfile, "Output file required.");
+const output_json = async (stats, data, domain, min, outfile) => {
+  const result = {};
 
-  // unlike unix APIs this uses exceptions rather than return values for errors
-  const fd = fs.openSync(outfile, "w+");
+  for(let key in data) {
+    const chains = construct_request_chains(data[key], domain);
+    const chains_sorted = sort_request_chains(chains, min);
+    result[key] = chains_sorted;
+  }
 
-  if(format === "json") {
-    const data = {stats, chains, date: new Date()};
+  if(outfile) {
+    const fd = fs.openSync(outfile, "w+");
+    const data = {stats, result, generated_on: new Date()};
     const bytes = fs.writeSync(fd, Buffer.from(JSON.stringify(data, null, 4)), 0);
+    fs.closeSync(fd);
   } else {
-    const chains_sorted = sort_request_chains(chains, OPTS.min);
-
-    for(let [count, url] of chains_sorted) {
-      const bytes = fs.writeSync(fd, Buffer.from(`${count} ${url}\n`));
-    }
+    console.log({stats, result});
   }
-
-  fs.closeSync(fd);
 }
 
 
-assert(!isNaN(OPTS.min), `min must be a number, you have ${OPTS.min}`);
-
-const [by_ip, stats] = await parse_logs_glob(OPTS.input, OPTS.errors);
-const chains = construct_request_chains(by_ip, OPTS.domain);
+const [by_date, stats] = await parse_logs_glob(OPTS.input, OPTS.errors);
 
-if(OPTS.outfile) {
-  write_results(stats, chains, OPTS.format, OPTS.outfile);
+if(OPTS.format === "json") {
+  output_json(stats, by_date, OPTS.domain, OPTS.min, OPTS.outfile);
 } else {
-  output_results(stats, chains, OPTS.format, OPTS.outfile);
+  output_report(stats, by_date, OPTS.domain, OPTS.min);
 }
+
+console.log(stats);