Delete code related to charts

This commit is contained in:
ekzyis 2024-04-07 05:38:57 +02:00
parent 3bf5c8baba
commit 24909f5d88
4 changed files with 0 additions and 81 deletions

7
.gitignore vendored
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.env .env
.vscode .vscode
# python virtual environment
venv
# go executable # go executable
hnbot hnbot
hnbot.sqlite3
*.csv
*.png

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.headers on
.mode csv
.output hacker_news.csv
SELECT hn.id, hn.created_at, hn.time, hn.title, hn.url, hn.author, hn.ndescendants, hn.score, hn.rank
FROM (
SELECT id, MAX(created_at) AS created_at FROM hn_items
WHERE rank = 1 AND length(title) >= 5
GROUP BY id
ORDER BY time ASC
) t JOIN hn_items hn ON t.id = hn.id
ORDER BY hn.id, hn.created_at DESC;

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hnbot.sqlite3 Normal file

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63
plot.py
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#!/usr/bin/env python3
import pandas as pd
import matplotlib.pyplot as plt
import matplotlib.dates as mdates
from datetime import timedelta, datetime
# this script loads data from a csv file
# with headers id, created_at, time, title, url, author, ndescendants, score, rank
# and then saves a plot with score, ndescendants and rank for each id
# load data from csv file
df = pd.read_csv('hacker_news.csv', index_col='created_at')
# group pandas dataframe by id
grouped = df.groupby(['id'])
# create one chart per id and plot score, ndescendants and rank in each chart
for [hn_id], group in grouped:
# sort group by created_at ascending
group = group.sort_values(by='created_at', ascending=True)
# this is the time when the item was created on HN
item_created_at = datetime.utcfromtimestamp(group['time'].values[0])
# use relative time for x axis
def date_to_relative(d1):
date_fmt = '%Y-%m-%d %H:%M:%S'
current = datetime.strptime(d1, date_fmt)
return (current - item_created_at) / timedelta(hours=1)
group.index = group.index.map(date_to_relative)
# title generation
hn_item_title = group['title'].values[0]
hn_item_url = group['url'].values[0]
hn_item_link = f'https://news.ycombinator.com/item?id={hn_id}'
plot_title = f'{hn_item_title}\n{hn_item_url}\n{hn_item_link}'
fig, ax1 = plt.subplots(figsize=(10, 5))
ax1.set_title(plot_title)
ax1.set_xlabel('hours')
ax1.set_ylabel('score, comments')
ax1.plot(group['score'], label='score', color='blue')
ax1.plot(group['ndescendants'], label='comments', color='orange')
ax1.legend()
# show every 50th date
# TODO: do something more clever here
plt.xticks(group.index[::50], rotation=45)
ax2 = ax1.twinx()
ax2.set_ylabel('rank')
ax2.set_ylim(1, 30)
ax2.plot(group['rank'], label='rank', color='green')
ax2.legend(loc='upper right')
plt.tight_layout()
plt.savefig(f'hn_{hn_id}.png')
plt.close()
print(f'Saved hn_{hn_id}.png')