Scraping with BeautifulSoup to extract data from a bike race

Question:

I want to extract times from a race:
[https://www.datasport.com/live/ranking/?lang=en&racenr=23466#1_5584A2][1]

What I found so far by inspecting the HTML code is, that each row in the table is within a <tr class="Hover LastRecordLine" style="cursor: pointer;"> tag. Furthermore, all individual times have the following in common:

<td style="font-weight: bold; text-align: left;">5:05:20</td>

Where the individual time, e.g. h:min:sec differs.
I want to collect these times in an array using Python BeautifulSoup. Any help is highly appreciated
[1]: https://www.datasport.com/live/ranking/?lang=en&racenr=23466#1_5584A2

Asked By: chris_tri

||

Answers:

You can get the data by doing the same API call the web page does.

See below

import requests

r = requests.get('https://my3.raceresult.com/RRPublish/data/list.php?eventid=162106&key=fc9013ff4607be8febcb87f3390c2b4b&listname=Result+Lists%7C1+Classement+L-L&page=results&contest=1&r=all&l=0')
if r.status_code == 200:
  print(r.json())
else:
  print(f'Oops. Status code is {r.status_code}')
Answered By: balderman

Data is generating from api_calls json response

import requests
import pandas as pd
data=[]
params = {
    "eventid": "162106",
    "key": "fc9013ff4607be8febcb87f3390c2b4b",
    "listname": "Result Lists|1 Classement L-L",
    "page": "results",
    "contest": "1",
    "r": "all",
    "l": "0"}
api_url = "https://my3.raceresult.com/RRPublish/data/list.php"
headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/92.0.4515.107 Safari/537.36'}
r = requests.get(api_url, params=params, headers =headers)
for item in r.json()['data']['#1_VELO DE ROUTE']:
    data.append(item[11])
    
           
print(data)         

Output:

['6:18:32', '5:56:04', '6:15:09', '6:37:47', '7:11:51', '5:05:20', '7:26:44', '5:59:34', '5:33:22', '5:34:34', '4:33:21', '5:58:20', '5:57:40', '5:10:27', '5:42:41', '6:03:54', '5:43:39', '5:25:56', '7:03:39', '8:01:29', '5:08:00', '4:40:23', '4:29:23', '5:14:23', '6:17:59', '6:18:12', '8:22:17', '4:27:40', '6:48:40', '7:17:38', '6:31:14', '5:07:32', '4:47:50', '5:32:09', '5:37:50', '9:10:30', '6:14:39', '5:31:43', '5:13:49', '7:55:15', '5:16:55', '7:02:14', '5:22:31', '6:51:40', '5:25:18', '5:59:38', '4:54:29', '7:28:49', '5:20:50', '5:33:21', '6:30:50', '7:21:05', '5:54:09', '5:43:15', '6:51:57', '5:17:52', '', '6:33:13', '5:40:03', '6:16:23', '6:14:10', '5:58:50', '4:48:06', '5:27:59', '4:56:21', '', '6:48:39', '6:05:42', '6:40:30', '4:30:52', '6:56:53', '5:39:03', '4:54:29', '4:48:46', '4:22:39', '', '4:52:27', '6:54:44', '6:10:37', '7:21:37', '6:23:59', '7:10:35', '7:48:33', '6:03:02', '7:06:43', '5:23:14', '8:21:11', '5:35:39', '6:00:23', '6:56:55', '5:00:35', '5:40:31', '5:59:19', '5:51:05', '7:37:01', '7:06:33', '5:15:20', '6:22:26', '6:04:30', '4:49:23', '8:13:22', '7:01:43', '5:16:01', '5:18:52', '5:44:38', '4:29:02', '5:11:21', '7:42:03', '7:07:36', '', '5:17:03', '6:54:21', '5:13:12', '7:01:38', '7:37:28', '7:47:16', '5:45:02', '6:04:03', '6:06:11', '7:14:12', '6:49:12', '7:46:21', '7:19:10', '7:19:09', '7:06:12', '5:20:51', '5:48:18', '6:37:34', '6:10:50', '5:30:35', '6:03:39', '6:03:36', '6:17:37', '5:32:13', '5:32:10', '4:57:49', '4:50:08', '5:28:26', '7:18:45', '', '5:46:58', '6:39:33', '4:54:53', '4:33:58', '5:45:30', '5:02:32', '7:16:40', '6:17:52', '7:36:58', '6:56:37', '5:37:49', '6:18:42', '6:18:41', '6:47:20', '', '5:41:04', '5:41:04', '4:51:37', '5:15:32', '6:13:02', '7:50:11', '5:55:34', '7:50:48', '4:47:47', '4:58:22', '6:43:42', '6:39:38', '4:53:32', '5:59:18', '7:26:01', '7:08:25', '7:00:14', '5:44:47', '6:06:52', '5:52:24', '6:39:30', '4:51:07', '7:06:46', '6:02:52', '6:06:20', '4:47:47', '4:51:10', '5:02:56', '5:44:42', '6:24:00', '6:23:14', '6:44:23', '6:01:57', '6:36:17', '6:12:07', '5:37:10', '5:02:27', '5:37:28', '5:52:43', '4:52:08', '', '5:28:22', '6:03:48', '6:17:37', '4:58:14', '', '6:21:34', '5:38:40', '4:24:11', '6:42:18', '6:28:13', '8:00:44', '7:33:00', '7:45:03', '5:32:49', '6:38:58', '5:52:24', '5:48:17', '7:55:18', '5:48:00', '7:13:59', '7:39:03', '5:18:17', '6:29:20', '5:24:12', '6:43:15', '4:55:26', '6:57:41', '5:42:30', '6:13:13', '6:57:04', '5:59:58', '8:57:05', '6:46:01', '4:59:46', '7:21:56', '5:29:05', '7:08:24', '5:41:26', '6:25:50', '5:04:59', '6:01:20', '5:53:38', '6:31:32', '6:14:33', '6:16:20', '5:25:59', '6:54:10', '8:45:40', '6:43:27', '6:41:46', '4:50:14', '5:46:50', '6:46:11', '7:39:50', '5:03:03', '5:28:53', '6:17:09', '8:04:27', '6:09:52', '5:31:50', '6:36:47', '6:00:01', '6:56:46', '5:47:33', '', '5:03:10', '4:51:37', '6:21:05', '6:00:32', '5:33:36', '6:00:28', '4:52:29', '8:43:33', '6:10:32', '7:26:56', '4:42:49', '6:07:18', '4:51:18', '4:48:50', '5:44:37', '4:34:33', '6:53:08', '6:53:07', '6:10:37', '4:46:23', '5:24:15', '6:10:16', '4:31:55', '8:04:13', '5:10:52', '5:21:28', '6:12:20', '', '6:47:49', '6:11:06', '6:06:22', '', '5:09:41', '6:57:49', '7:10:23', '5:44:52', '7:55:18', '7:52:00', '6:04:57', '8:04:13', '7:05:58', '7:32:30', '7:30:26', '6:52:32', '6:10:59', '5:13:06', '5:10:30', '5:14:14', '6:39:19', '4:23:34', '7:15:42', '6:21:29', '5:56:44', '6:20:29', '8:46:31', '5:13:56', '4:30:54', '', '6:27:47', '5:45:33', '4:41:37', '5:14:42', '7:18:49', '6:35:54', '6:00:57', '5:46:02', '5:46:02', '6:55:55', '4:50:14', '7:23:49', '5:06:11', '6:46:02', '6:38:37', '4:40:41', '5:24:35', '5:16:46', '4:43:43', '6:45:01', '6:22:17', '5:56:17', '5:49:27', '5:25:17', '6:34:32', '6:34:33', '7:58:12', '6:35:58', '7:17:03', '5:47:52', '5:50:52', '6:40:41', '7:14:25', '7:05:21', '5:08:40', '4:48:50', '4:28:35', '6:05:42', '8:29:46', '6:01:08', '4:58:38', '6:51:40', '7:18:42', '4:23:49', '7:14:35', '5:45:19', '5:39:01', '4:57:23', '5:43:57', '7:26:44', '6:12:13', '8:11:21', '4:45:56', '7:01:00', '5:50:17', '6:26:14', '5:51:12', '7:21:56', '6:18:43', '6:18:52', '6:35:46', '5:23:50', '6:22:17', '4:34:59', '7:45:38', '6:51:20', '4:54:01', '7:30:39', '7:00:32', 
'', '8:57:03', '5:56:35', '7:45:27', '6:55:06', '5:46:06', '6:33:27', '6:20:57', '6:49:47', '7:04:04', '8:12:35', '5:57:32', '6:46:37', '6:09:55', '4:40:45', '5:29:51', '6:31:04', '7:41:18', '6:24:59', '4:57:45', '8:09:32', '5:50:12', '6:39:39', '6:09:48', '6:36:49', '5:31:36', 
'4:56:15', '5:17:34', '4:47:19', '5:20:10', '5:50:09', '6:24:07', '5:43:39', '6:35:05', '5:39:36', '', '6:37:44', '6:11:39', '6:19:06', '8:14:06', '6:46:35', '4:55:49', '4:45:22', '6:26:04', '6:51:33', '5:18:04', '5:57:28', '4:34:03', '6:07:53', '5:19:01', '8:04:10', '6:33:53', 
'5:52:47', '4:47:55', '5:57:23', '8:45:41', '6:12:54', '5:49:28', '6:43:56', '6:36:09', '5:11:58', '6:17:59', '5:54:54', '5:52:40', '6:56:51', '4:45:19', '6:05:43', '6:18:05', '6:38:04', '5:21:04', '6:12:42', '6:21:24', '5:17:52', '', '6:35:56', '5:52:22', '6:54:19', '8:14:02', 
'4:32:57', '5:14:44', '5:34:21', '5:41:06', '6:59:21', '4:44:44', '8:50:24', '6:28:56', '5:54:33', '5:05:57', '6:29:40', '6:21:15', '7:28:45', '5:18:16', '7:36:57', '7:36:57', '6:52:05', '5:32:13', '5:08:32', '7:07:26', '4:45:07', '8:13:05', '6:04:31', '5:31:54', '6:19:43', '5:02:14', '5:02:14', '5:56:38', '5:43:01', '5:08:53', '4:28:43', '5:33:14', '5:36:25', '7:04:37', '7:18:45', '5:06:30', '5:52:48', '7:30:45', '', '6:54:52', '4:28:46', '6:25:53', '5:50:14', '5:51:05', '7:18:53', '6:08:59', '5:22:51', '7:16:03', '4:55:28', '6:20:30', '5:13:16', '4:41:34', '4:41:35', '7:46:53', '4:52:54', '4:41:34', '6:12:17', '6:37:51', '6:56:04', '6:21:27', '6:21:43', '6:35:27', '5:08:04', '5:52:00', '6:20:28', '6:44:46', '5:37:10', '6:47:35', '6:36:53', '6:47:37', '5:12:35', '7:14:37', '6:31:04', '5:32:35', '6:44:52', '6:44:49', '5:53:46', '5:53:47', '6:05:12', '6:05:11', '6:10:02', '6:12:41', '', '7:19:01', '7:07:25', '7:07:19', '6:20:35', '5:52:11', '5:52:11', '', '6:55:54', '6:28:49', '5:19:07', '6:41:11', '6:54:22', '6:37:43', '6:06:41', '5:24:47', '5:56:00', '5:09:40', '5:28:15', '6:47:22', '5:47:33', '6:57:35', '5:40:44', '5:56:15', '6:53:36', '5:01:07', '4:37:16', '7:32:53', '5:40:18', '4:28:17', '7:21:39', '6:01:33', '5:15:58', '4:44:46', '', '5:45:54', '5:58:53', '6:47:53', '7:04:56', '8:18:52', '6:03:50', '6:18:52', '7:42:32', '7:42:34', '6:57:28', '6:47:37', '7:01:21', '5:58:12', '5:11:07', '5:05:52', '5:07:05', '7:07:02', '6:47:39', '6:06:13', '5:26:06', '7:05:19', '6:14:13', '5:31:56', '4:22:23', '5:27:58', '7:31:45', '6:15:02', '7:18:03', '7:04:38', '5:57:07', '5:26:16', '6:17:27', '6:00:50', '4:45:44', '7:56:20', '6:20:34', '6:48:02', '7:01:07', '5:16:15', '5:16:15', '6:35:51', '6:12:16', '5:17:30', '6:09:28', '5:24:45', '7:33:03', '5:28:07', '6:47:33', '6:04:25', '6:08:41', '6:19:22', '5:53:11', '8:05:28', '', '5:12:11', '7:33:45', '5:58:44', '6:52:59', '5:50:12', '6:49:14', '5:55:00', '6:07:53', '6:05:38', '5:44:59', '6:07:15', '5:48:47', '5:04:03', '4:51:35', '6:24:05', '6:07:17', '6:03:52', '6:03:59', '5:50:07', '6:41:25', '6:21:17', '6:44:19', '6:28:28', '4:47:57', '6:14:08', '5:38:03', '7:04:58', '5:09:03', '6:47:47', '6:32:55', '6:33:04', '4:21:34', '5:53:54', '5:55:13', '5:58:55', '6:31:36', '7:36:55', '5:54:57', '5:58:48', '5:31:31', '4:45:52', '5:00:35', '7:30:44', '6:00:31', '5:41:30', '7:59:03', '4:40:28', '7:07:48', '8:09:36', '7:21:39', '4:36:00', '7:26:41', 
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Answered By: F.Hoque

try to get data from datasports, get an errror 500 with the example above.
where can i extract my key oder how can i get data. is there a API documetation?

Answered By: NoName