The chat logs indicate that the Social Hack Day gathering included a trial of broad listening tools such as Polis and Talk to the City (TTTC) and related work and discussions. The main events and the know-how gained are summarized below.
Major events:.
- Polis and TTTC trial and description
- Attempt to run TTTC on Google Colab
- Prepare data and address related issues (encoding, NaN values, etc.)
- Discussion of how to display and publish results
- Discussion on how to manage FAQs
Reusable Know-how:.
- Polis use:.
- Onboarding is easy because you can try it out as an administrator simply by registering an account.
- It is effective to experience the voting side in the sample and then try the admin side.
- Using TTTC:.
- Google Colab can be used to reduce the time and effort required to build the environment.
- It is good to separate the analysis on your own data from the run on sample data.
- Google Drive mounts are useful for persistence of results.
- TTTC Data Preparation:.
- When outputting CSV from Excel, care must be taken with encoding and data type.
- Try to save in UTF-8.
- Determine in advance how to process NaN values.
- Error handling:.
- Encoding-related errors can be checked and corrected with the appropriate editor (e.g., Cursor).
- Errors due to LLM return format mismatches may be avoided by changing the model (e.g., from GPT-3.5 to GPT-4).
- Result publication:.
- Easily publishable using GitHub Pages.
- Document Management:.
- Choose a management location for information such as FAQs, taking accessibility and ease of updating into consideration.
- A method of regularly transcribing Slack discussions into a structured document such as Notion is effective.
- Tutorial design:.
- It is easier to understand if you explain basic operations on sample data and analysis on your own data separately.
These know-how may be useful for similar projects and technology implementation in the future. In particular, useful insights have been gained on how to prepare and explain the work to a team that includes non-engineers.
next time (occasion)
--- chatting and stuff.
Save Pointā concept to āsaveā projects that did not work out
-
The concept of āsave pointsā to āsaveā projects that have gone wrongļ½kaizumaki
-
Social media should be maintained by taxpayers because communication is social infrastructure.
This page is auto-translated from [/nishio/Social Hack Day #64](https://scrapbox.io/nishio/Social Hack Day #64) using DeepL. If you looks something interesting but the auto-translated English is not good enough to understand it, feel free to let me know at @nishio_en. Iām very happy to spread my thought to non-Japanese readers.