How to improve the order of the result?

YaCy
1

Hi there, I run Yacy for some times, mainly to build my index and contribute.
Usually I add web dev oriented pages.

But I rarelly use Yacy as search engine because the results are ordered, in my point of view, quiet randomly. :face_with_peeking_eye:

One simple example with the search ‘python analyse file’ with this url : http://localhost:8090/yacysearch.html?query=python+analyse+file&Enter=&auth=&contentdom=all&strictContentDom=false&former=python+analyse++file&maximumRecords=10&startRecord=0&verify=iffresh&resource=global&nav=all&prefermaskfilter=&depth=0&constraint=&meanCount=0&timezoneOffset=-60 I got this first result below.

the json of the 10 first results 
"items": [
    {
      "title": "Chemists bitten by Python scripts: How different OSes produced different results during test number-crunching • The Register Forums",
      "link": "https://forums.theregister.com/forum/all/2019/10/15/bug_python_scripts/",
      "description": "",
      "pubDate": "Thu, 26 Feb 2026 00:00:00 +0000"
    },
    {
      "title": "KI im Controlling | Controlling | Haufe",
      "link": "https://www.haufe.de/controlling/controllerpraxis/ki-im-controlling_112_662516.html",
      "description": "",
      "pubDate": "Tue, 24 Feb 2026 06:40:25 +0000"
    },
    {
      "title": "Datenanalyse mit Excel - Tools, Funktionen, Nutzen | Controlling | Haufe",
      "link": "https://www.haufe.de/controlling/controllerpraxis/datenanalyse-mit-excel-tools-funktionen-nutzen_112_629066.html",
      "description": "",
      "pubDate": "Mon, 23 Feb 2026 15:12:27 +0000"
    },
    {
      "title": "",
      "link": "https://www.oecd.org/officialdocuments/publicdisplaydocumentpdf/?cote=DAF/COMP/LACF(2020)5&docLanguage=En",
      "description": "The CNMC has collaborated with the Portuguese competition authority on a case involving several … ",
      "pubDate": "Mon, 14 Sep 2020 16:17:47 +0000"
    },
    {
      "title": "MySQL Procedure Analyse Denial Of Service ≈ Packet Storm",
      "link": "https://packetstormsecurity.com/files/137232/MySQL-Procedure-Analyse-Denial-Of-Service.html",
      "description": "# This exploit is compatible with both <b>Python<\/b> 3.x and 2.x. \/ Follow us on Twitter Follow us on Facebook Subscribe to an RSS Feed <b>File<\/b> Archive:",
      "pubDate": "Sun, 19 Mar 2023 19:34:36 +0000",
    },
    {
      "title": "GitHub - attify\/firmware-analysis-toolkit: Toolkit to emulate firmware and analyse it for security vulnerabilities",
      "link": "https://github.com/attify/firmware-analysis-toolkit",
      "description": "However you need to have both <b>Python<\/b> 3 and <b>Python<\/b> 2 installed since parts of Firmadyne and its dependencies use <b>Python<\/b> 2. \/ After installation is completed, edit the <b>file<\/b>",
      "pubDate": "Sun, 01 Jun 2025 12:18:10 +0000",
    },
    {
      "title": "Umstieg auf Python 3",
      "link": "https://www.linux-magazin.de/ausgaben/2009/09/im-zeichen-der-drei/",
      "description": "Netzwerk-Standard und <b>Python<\/b>-Einf&uuml;hrung",
      "pubDate": "Mon, 24 Apr 2023 07:29:00 +0000"
    },
    {
      "title": "Analyse Logs with Elasticsearch",
      "link": "https://www.opensourceforu.com/2022/07/analyse-logs-with-elasticsearch/",
      "description": "We often need to search and <b>analyse<\/b> the logs of our Windows based computer or server to get an insight into the system or application.",
      "pubDate": "Tue, 20 Jun 2023 12:54:49 +0000"
    },
    {
      "title": "dis — Disassembler for Python bytecode — Python 3.11.2 documentation",
      "link": "https://docs.python.org/3/library/dis.html",
      "description": "Source code: Lib\/dis.py The dis module supports the analysis of CPython bytecode by disassembling it. The CPython bytecode which this module takes as an input is defined in the <b>file<\/b> Include\/opcode....",
      "pubDate": "Sat, 01 Apr 2023 09:58:25 +0000"
    },
    {
      "title": "Erweiterte Analyse - Azure Architecture Center | Microsoft Learn",
      "link": "https://learn.microsoft.com/de-de/azure/architecture/solution-ideas/articles/advanced-analytics-on-big-data",
      "description": "Datenbanken oder Daten-Warehouse zu kombinieren. Verwendung von skalierbaren Machine Learning-\/Deep-Learning-Techniken, um tiefere Erkenntnisse aus diesen Daten abzuleiten, unter Verwendung von <b>Python<\/b>, Scala oder .NET mit Notebook",
      "pubDate": "Wed, 31 May 2023 23:00:06 +0000"
    }
],

I wonder how I can improve that?!
Any though ?