Create a TikTok video Info Downloader using Python: Extract Stats, Titles, and More
Create a TikTok video Info Downloader using Python: Extract Stats, Titles, and More
Table of Content
Introduction
What You’ll Learn
The information to download
Tools and Libraries
Step 1: Setting Up the Environment
Step 2: Building the Scraper
- Import Libraries
- Setting Up Playwright for Scraping All Video URLs from a TikTok Profile
- Extract Video Metadata
Step 3: Save Data to CSV
Step 4: Main Function
How It Works
Additional Features to Explore
Conclusion
Introduction
TikTok videos contain valuable metadata such as titles, likes, comments, and related content. In this tutorial, we’ll show you how to build a TikTok video info downloader using Python. You’ll learn how to extract detailed video information for each video on a TikTok user’s profile without downloading the videos themselves. This is perfect for analyzing trends, tracking engagement, or gathering data for research. This guide provides the necessary source code to get started.
What You’ll Learn
This tutorial covers:
- How to scrape video metadata (titles, description, likes, comments, shares) from a TikTok user’s profile.
- How to collect all video URLs from a user’s profile dynamically.
- How to save extracted data in a structured CSV file for analysis.
The information to download
The information that we want to scape are:
- Video url
- Video Title (if available)
- Video Description
- Number of Views
- Number of Likes
- Number of Shares
- Number of Saves
Tools and Libraries
To build this TikTok video information scraper, you’ll need:
- Python 3.9 or higher: For scripting.
- Playwright: To load TikTok’s dynamic content.
- BeautifulSoup: To parse HTML.
- Pandas: To structure and save the data.
Step 1: Setting Up the Environment
Install the required libraries by open your terminal and run this
pip install beautifulsoup4 pandas playwright
To install playwright
playwright install
Step 2: Building the Scraper
Import Libraries
First, let’s import the necessary libraries
from playwright.sync_api import sync_playwright from bs4 import BeautifulSoup import requests import pandas as pd import time import sys import json
Setting Up Playwright for Scraping All Video URLs from a TikTok Profile
Let’s set up the Playwright environment to fetch video URLs from a TikTok user’s profile. Playwright allows us to handle dynamic content, which is important because TikTok loads video data dynamically as you scroll.
def get_video_urls(username):
with sync_playwright() as p:
browser = p.chromium.launch(headless=False)
context = browser.new_context()
page = context.new_page()
profile_url = f"https://www.tiktok.com/@{username}"
page.goto(profile_url)
time.sleep(5) # Allow time for page to load
# CAPTCHA manual solving
print("Please solve any CAPTCHA that appears.")
print("You have 2 minutes to solve the CAPTCHA manually.")
print("After solving, press Enter in the console to continue...")
# Wait for user input to continue after solving CAPTCHA
input("Waiting for CAPTCHA to be solved... Press Enter when ready: ")
# Scroll to load all videos
for _ in range(5): # Adjust for more or fewer videos
page.evaluate("window.scrollTo(0, document.body.scrollHeight);")
time.sleep(2)
# Parse the page
soup = BeautifulSoup(page.content(), 'html.parser')
# Extract video URLs
video_urls = [
a['href']
for a in soup.find_all('a', href=True)
if '/video/' in a['href']
]
browser.close()
return list(set(video_urls)) # Remove duplicates
Extract Video Metadata
Once we have the video URLs, the next step is to scrape the video metadata such as likes, shares, comments, and views. We’ll use requests to fetch the page content, and BeautifulSoup to parse the HTML and extract the required data.
def scrape_video_info(video_url, headers):
response = requests.get(video_url, headers=headers)
if response.status_code != 200:
print(f"Failed to fetch video page. URL: {video_url}, Status Code: {response.status_code}")
return None
soup = BeautifulSoup(response.text, 'html.parser')
script_tag = soup.find('script', id='__UNIVERSAL_DATA_FOR_REHYDRATION__')
if not script_tag or not script_tag.string:
print(f"No JSON data found for {video_url}.")
return None
data = json.loads(script_tag.string)
try:
video_details = data['__DEFAULT_SCOPE__']['webapp.video-detail']
item_info = video_details['itemInfo']['itemStruct']
stats = item_info['stats']
return {
"title": video_details['shareMeta']['title'],
"description": video_details['shareMeta']['desc'],
"keywords": item_info.get('suggestedWords', []),
"likes": stats['diggCount'],
"shares": stats['shareCount'],
"comments": stats['commentCount'],
"views": stats['playCount'],
"url": video_url
}
except KeyError as e:
print(f"Error extracting data for {video_url}: {e}")
return None
Step 3: Save Data to CSV
Now that we have extracted the metadata for all videos, we can store the data in a CSV file using Pandas. This makes it easy to analyze or manipulate the data later.
def save_data(data, file_name='tiktok_user_videos.csv'):
df = pd.DataFrame(data)
df.to_csv(file_name, index=False)
print(f"Data saved to {file_name}")
Step 4: Main Function
Finally, we integrate all the functions above into the main logic that will fetch video URLs, scrape metadata, and save the data to a CSV file.
if __name__ == "__main__":
username = input("Enter the TikTok username: ")
print(f"Scraping video URLs for user: {username}...")
headers = {
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36"
}
try:
video_urls = get_video_urls(username)
print(f"Found {len(video_urls)} videos. Extracting metadata...")
all_video_data = []
for url in video_urls:
print(f"Scraping data for: {url}")
video_info = scrape_video_info(url, headers)
all_video_data.append(video_info)
save_data(all_video_data)
print("Scraping completed!")
except Exception as e:
print(f"An error occurred: {e}")
print("Scraping stopped.")
sys.exit(1)
Run the code
python file_name.py
Once the scraper is finished running, you will get the “tiktok_user_videos.csv” inside your directory. This is the example of the output:
title,description,likes,shares,comments,views,url Emilie on TikTok,Replying to @･:*⌘❦ⓕⓐⓔ𓃠❁ཻུ۪۪ ⋆*:･ you guys have me CRYING laughing with these comments 😭😭😭,22600,134,191,233700,https://www.tiktok.com/@emiliexfosters/video/7330798576097938730 Emilie on TikTok,I made a promise to him that I will catch him and get him the care he do desperately needs and I refuse to break it #fyp #foryou #rescue #feralcat #rescuecat ,295900,3470,2477,1900000,https://www.tiktok.com/@emiliexfosters/video/7431353760586140958 Emilie on TikTok,Thumbelina’s spa day 🧚♀️❤️ #fyp #foryou #kittensoftiktok #fosterkittens ,25900,2278,198,180600,https://www.tiktok.com/@emiliexfosters/video/7348943510160051499 Emilie on TikTok,Meet Alvin (+ Simon & Theodora) ❤️ #fyp #foryou #fosterkittens #cerebellarhypoplasia #wobblycat ,203700,1759,1307,1000000,https://www.tiktok.com/@emiliexfosters/video/7314753355614522666 Emilie on TikTok,“weaning kittens is so much fun” - no one ever 🤪 #fosterkittens #rescue #kittensoftiktok ,831100,171700,4547,5500000,https://www.tiktok.com/@emiliexfosters/video/7257173640372833579 Emilie on TikTok,clark’s not like other cats…he’s better 🥰 #fyp #foryou #fy #fosterkittens ,61100,640,571,335100,https://www.tiktok.com/@emiliexfosters/video/7327079377995418922 Emilie on TikTok,"I don’t think I’ve ever had such a clingy foster kitten, but I wouldn’t want it any other way 😫 #fyp #foryou #rescue #fosterkittens ",56700,6440,275,189400,https://www.tiktok.com/@emiliexfosters/video/7411223940489661726 Emilie on TikTok,A Chuck-date if you will…😏🫣😅 #fyp #foryou #rescue #catsoftiktok #cat ,5058,89,58,41200,https://www.tiktok.com/@emiliexfosters/video/7355932994072251679 Emilie on TikTok,say hi to the new vewy scawy™️ foster kittens 😆 ,62400,4956,354,483100,https://www.tiktok.com/@emiliexfosters/video/7256056304748334378 Emilie on TikTok,"Let’s bathe some dirty kittens 🧼 My dog, Jada, needs a bilateral TPLO after tearing both of her ACLs 😭 so I’m reposting some of my most viral videos in the hopes that the $ I make from the Creator Fund will help offset the cost. Any interaction on this post helps!! 🫶 ",5375,316,77,47100,https://www.tiktok.com/@emiliexfosters/video/7379412806816386334 Emilie on TikTok,"Replying to @OG Kitty Committee I’m pretty sure that the smaller the kitten, the bigger the sass 😆 Meet Beatrice! #fyp #foryou #fosterkittens ",435200,5582,5011,2200000,https://www.tiktok.com/@emiliexfosters/video/7294671221902396703 Emilie on TikTok,Penelope discovered toys for the first time last night and isn’t sure how to feel 😆 Her mobility has already improved so much! #fyp #foryou #fosterkittens ,99300,1731,445,500700,https://www.tiktok.com/@emiliexfosters/video/7301799152491515167 Emilie on TikTok,Let’s give Rudolph & Reindeer a bath ❤️ P.S. The @HOMERUNPET pet dryer I’m using is 50% off for Black Friday (through 11/27). It really is my new favorite thing ever!! Link in bio ❤️ #homerunpet #DryboPlus #BlackFriday #fyp #foryou #fosterkittens ,303200,5295,1525,1700000,https://www.tiktok.com/@emiliexfosters/video/7304700512539102494 Emilie on TikTok,The one where Beatrice gets adopted!!! P.S. she has an IG: beatrice_and_the_dingos ❤️ #fyp #foryou #fosterkittens #adopted ,260200,3161,1279,1200000,https://www.tiktok.com/@emiliexfosters/video/7316968085313867054 Emilie on TikTok,"All seven of my Arthur kittens are officially symptomatic for calicivirus 😭 It’s so hard to do intensive supportive care for seven kittens, but even harder to watch them feel so yucky. They’re currently on a strict regiment of pain meds, a fever reducer, fluids, B12, anti-nausea meds, probiotics, and syringe feeding because they don’t want to eat anything 😕 Thankfully, they’re all hanging in there and I’m praying that we’re almost through the worst of it. We can do this! The cost of treating now 10 kittens for calici has been very high and is taking quite the toll on my bank account. If you’d like to donate to their care, there is a GoFundMe linked in my bio, or you can donate via Venmo/PayPal: emiliefosters. I’ll keep you all updated ❤️ #fyp #foryou #foryoupage #kitten #fosterkittens ",33400,4505,199,185500,https://www.tiktok.com/@emiliexfosters/video/7373331070315629870 Emilie on TikTok,"Everyone please welcome my newest and teeniesttttt house guest, Thumbelina 🌷🧚♀️ Despite how well she is doing now, she has a very sad backstory. A good samaritan took in a cat who gave birth before they even knew she was pregnant. Everything seemed to go well with the birth, but just a couple days later, the mama became critically ill. The owners rushed her to the vet, but by the time they arrived, it was too late for her 💔 It turns out that she had a 4th kitten still inside of her that she had been unable to birth. Because of this, the poor mom had become septic and succumbed to the infection; there was nothing anyone could do. The owners did everything they could to care for the three orphaned kittens, but two passed away in quick succession. They wanted the best for the remaining kitten and put out a plea for help. I agreed to take the kitten and they were immensely grateful. Cat birth is extremely dangerous and it is one of the reasons I believe that a cats should never be allowed to have kittens if it can be prevented. Even if that means terminating the pregnancy, which can be done right up until labor. It’s one of the harder parts of rescue, but losing a beloved pet is even harder. The owners feel massive guilt, though they did everything in their power to help the mom and kittens. Please let Thumbelina and her departed mom + siblings be a reminder to spay and neuter your pets ❤️🩹 #fyp #foryou #fy #kittensoftiktok #fosterkittens ",3181,45,47,35900,https://www.tiktok.com/@emiliexfosters/video/7345109552607546666 Emilie on TikTok,Replying to @Emilie #fyp #foryou #fostercat #feralcat ,133100,352,602,1600000,https://www.tiktok.com/@emiliexfosters/video/7321803227282804011 Emilie on TikTok,Replying to @Emilie answering your questions!!! #fyp #foryou #fosterkittens #lewis ,9778,43,170,108700,https://www.tiktok.com/@emiliexfosters/video/7292081831300697374 Emilie on TikTok,"If you’ve been thinking about adopting a pet, there has never been a better time than right now! Sign up for The Wildest for free pet tools and expert articles to find, prepare for, and bring home your new pet 🐱💖 Click the link in my bio to get started! #thewildestpartner @The Wildest @Adopt a Pet ",2968,14,18,49900,https://www.tiktok.com/@emiliexfosters/video/7273153388727061790 Emilie on TikTok,"Replying to @Emilie Wow, I wasn’t expecting everyone to fall in love with Leo, but also can’t say I’m surprised! Thanks to everyone for their suggestions ❤️ He’s getting more and more comfortable around me and getting closer to the trap, so I think we’re making good progress! I did notice that he’s limping pretty bad on his left front paw, so here’s hoping I catch him soon and can get it looked at 🤞 We also think the tortie in the last video gave birth (we’ve been trying to trap her too), so that’s going to be a not-so-fun adventure to find the kittens. Ugh. #fyp #foryou #rescue #feralcat ",17900,74,229,165800,https://www.tiktok.com/@emiliexfosters/video/7431721453923355934 Emilie on TikTok,no thoughts brain empty #fosterkittens #spayandneuter #fosteringsaveslives ,31100,3198,134,192100,https://www.tiktok.com/@emiliexfosters/video/7256564241820454190 Emilie on TikTok,"Meet Clark, the best boy in the whole world 🩷 We’ve met almost half of our goal, but could use a little bit more help to cover the cost of his MRI next month. The link to his GoFundMe is in my bio, or you can donate via Venmo/PayPal: emiliefosters. Can’t wait to keep you updated on this perfect little boy! 😻 #kitten #kittens #foster #adopt #rescue #fosteringsaveslives #hydrokitties #hydrocephalus #fyp #foryou #foryoupage #kittensoftiktok ",4184,27,46,46200,https://www.tiktok.com/@emiliexfosters/video/7254708250979913003 Emilie on TikTok,"The trauma of not eating for 2 WHOLE hours 😓 The kittens are separated becsuse Frankie keeps trying to nurse on Lewis, which is super dangerous in kittens, as it can cause tissue damage. They’ll be reunited once they are a little older and Frankie proves he has matured 😆 #fyp #foryou #fosterkittens ",35900,1368,250,203100,https://www.tiktok.com/@emiliexfosters/video/7292885254300290334 Emilie on TikTok,"Oh to be loved, is to be changed ❤️🩹 It brings me to tears when I think about the condition Marvin was in when he was living on the streets. The horrors he endured are unfathomable. I have no doubt in my mind that he would have died under the dumpster that night if he hadn’t been rescued. I’m so grateful for the kind group of people who banded together to get him into a carrier, and that I have been given the opportunity to nurse him back to health. I truly didn’t think he’d make it through the first night; as exhausted as I was, I couldn’t help but check on him every few minutes because I was so scared of him dying. Not only has he pulled through, but he has made incredible progress. He’s gone from 4.4 lbs to 6.2 lbs in 9 days and, while he still has a long way to go, I’m absolutely thrilled with where he’s at. Thank you all for your incredible support and for loving Marvin as much as I do 🤍 #fyp #foryou #fostercat #rescue ",266700,2313,1019,1800000,https://www.tiktok.com/@emiliexfosters/video/7312522529795624234 Emilie on TikTok,Replying to @YabuDubu ,8514,86,67,113800,https://www.tiktok.com/@emiliexfosters/video/7359229913427168555 Emilie on TikTok,they’re still figuring out this whole “inside life” thing and whether or not they can trust me 😅 #fyp #foryou #fosterkittens ,61200,1635,366,376900,https://www.tiktok.com/@emiliexfosters/video/7295428716874796318 Emilie on TikTok,"Rudolph had some ✨choice words✨ for me after his shot 😅😂 Unfortunately, he was diagnosed with FIP shortly after adoption, but is responding super well to treatment! #fyp #foryou #fy #fosterkittens ",1200000,30800,4340,7800000,https://www.tiktok.com/@emiliexfosters/video/7327337481148386603 Emilie on TikTok,POV: you just opened your eyes and see your foster mom for the first time 🩷 #fyp #fosterkittens ,58600,4957,366,232200,https://www.tiktok.com/@emiliexfosters/video/7265754150837947694 Emilie on TikTok,Replying to @ErikaMartin and she takes her job very seriously!!!,628600,87700,3623,2500000,https://www.tiktok.com/@emiliexfosters/video/7373547789768215851 Emilie on TikTok,Penelope ❤️ #fyp #foryou #fosterkittens ,22100,174,239,138200,https://www.tiktok.com/@emiliexfosters/video/7301368947922799903 Emilie on TikTok,"Replying to @Emilie we’re finally friends, but this girl did NOT like me at first 😅 #fyp #foryou #foryoupage #fosterkittens #kitten ",203300,12100,1106,1200000,https://www.tiktok.com/@emiliexfosters/video/7374135663492648238 Emilie on TikTok,“how do you find so many kittens?!” #fyp #foryou #fosterkittens ,8924,210,38,82600,https://www.tiktok.com/@emiliexfosters/video/7278858538548464939 Emilie on TikTok,This little lady just arrived and she loooves me 😆 I know we’ll be besties in no time! #fyp #foryou #fosterkittens ,380200,4162,1493,1900000,https://www.tiktok.com/@emiliexfosters/video/7313270236348796206 Emilie on TikTok,"Another day, another kitten rescue! 🐱 I am once again in ‼️DIRE‼️ need of donations to keep this up. This week alone, I took in 10 new babies and keeping their tummies full isn’t cheap! I would be so incredibly grateful if you would consider making a contribution to support my rescue and foster work. Here’s how: 🐾 Donate to the GoFundMe linked in my bio 🐾 Give via Venmo (last 4 digits: 8193)/Paypal: emiliefosters 🐾 Send supplies from my Amazon wishlist (link in bio) I can’t thank you all enough for your endless generosity, I’m so lucky to have this community 😭❤️ #fyp #foryou #foryoupage #kittensoftiktok #fosterkittens #kittenrescue ",8555,109,109,63900,https://www.tiktok.com/@emiliexfosters/video/7359592719049608490 Emilie on TikTok,"Phyllis has yet to forgive me for my less-than-stellar first impression 😅, but we’re making progress each day! Can’t say I blame her 😆 #fyp #foryou #fosterkittens ",7596,46,74,84700,https://www.tiktok.com/@emiliexfosters/video/7299516311590276383 Emilie on TikTok,manifesting her glow up ❤️ #fyp #foryou #rescue #fosterkittens #adoptdontshop ,40000,1284,349,318400,https://www.tiktok.com/@emiliexfosters/video/7390737552929557791 Emilie on TikTok,Made it out alive 🥹❤️ #fyp #foryou #rescue #feralcat #rescuecat #adopt ,31100,264,113,163200,https://www.tiktok.com/@emiliexfosters/video/7433867797131693343 Emilie on TikTok,It’s hard work being a puppy 😥 #LoveMeMode #RefundGlowUp #MillionActsofLove #fyp #foryou #foryoupage #puppy #cute,2700000,98700,18500,9900000,https://www.tiktok.com/@emiliexfosters/video/6960482603174513925 Emilie on TikTok,"Disclaimer: I do not usually keep this many kittens in a crate. They were fixed last night and most are going to foster/being adopted today, so it was just overnight to prevent them from running amok and opening their incisions. They now have free roam ❤️ #fyp #foryou #fosterkittens ",12900,163,124,161200,https://www.tiktok.com/@emiliexfosters/video/7307732774629248286 Emilie on TikTok,Leo update 🧡 Spoiler alert: he is the best boy ever #fyp #foryou #rescue #feralcat #fiv ,11300,185,241,71400,https://www.tiktok.com/@emiliexfosters/video/7437219692705484062 Emilie on TikTok,skrunkly queen thumbelina #fyp #foryou #kittensoftiktok #fosterkittens ,5908,302,44,46900,https://www.tiktok.com/@emiliexfosters/video/7348653350050647338 Emilie on TikTok,"#ad As National Cat’s Health Month comes to a close, I’m thrilled to share that @Cats Pride donated over 1,400 lbs. of litter to Urban Cat Coalition in Milwaukee!! 🤯 Cat’s Pride is dedicated to giving shelter cats a clean start and because YOU purchased their Antibacterial Clumping Litter throughout February, they were able to make this incredible, generous donation. I’m so grateful to everyone involved for making such an impact for homeless cats in Milwaukee. While the campaign is ending, you can always make donations to your local rescue or shelter so you can help adorable cats like Gus as they wait to find their forever home 😻 Learn more about Cat’s Pride Antibacterial + all the amazing work they’re doing to help shelter cats by clicking the link in my bio! #catspride #antibacterial #litterforgood #NationalCatHealthMonth",1940,24,33,27200,https://www.tiktok.com/@emiliexfosters/video/7340798958530284843 Emilie on TikTok,"I'm partnering with @ARM & HAMMER Cat Litter to help get shelter cats adopted with the help of the ARM & HAMMER Cat Litter Feline Generous Program! Angus is available for adoption through @Elmbrook Humane Society, and with the ARM & HAMMER Personality Pics AI tool, we were able to transform his adoption photo to show off his unique personality. Make sure to follow along to support ARM & HAMMER Cat Litter's mission to help shelter cats find loving homes through the Feline Generous Program #ArmandHammerPartner ❤️",2249,34,20,3200000,https://www.tiktok.com/@emiliexfosters/video/7436785248035163423 Emilie on TikTok,S’more is still hanging in there and making the BEST biscuits despite feeling awful 😭 #fyp #foryou #rescue #fosterkittens #adoptdontshop ,16900,298,680,256700,https://www.tiktok.com/@emiliexfosters/video/7391170376958577951 Emilie on TikTok,My new fosters are ✨less than thrilled✨ to be here 😅😂 #fyp #foryou #fosterkittens ,82600,2887,421,584200,https://www.tiktok.com/@emiliexfosters/video/7275886872260316447 Emilie on TikTok,"So proud of this sweet boy. Bert, you’ve come so far ❤️ #fyp #foryou #fosterkittens #spicykitten ",9316,83,87,72900,https://www.tiktok.com/@emiliexfosters/video/7288550094406733087 Emilie on TikTok,Beatrice has some BIG feelings about being imprisoned in the kitten bake oven 😆 #fyp #foryou #fosterkittens ,253700,7343,1527,1100000,https://www.tiktok.com/@emiliexfosters/video/7295047782690262303 Emilie on TikTok,Meet the kittens 👵🏻👴🏻 #fyp #foryou #fosterkittens ,31400,447,399,195700,https://www.tiktok.com/@emiliexfosters/video/7296578808092691742 Emilie on TikTok,"had to jump on the trend with my foster kitten, capybara!!! #fyp #foryou #kitten ",717000,73600,3389,4200000,https://www.tiktok.com/@emiliexfosters/video/7269967254316535071 Emilie on TikTok,"It’s been a LONG week 😭 Cindy, Tinkerbell, and Thumbelina all contracted calicivirus — aka the “C” in the FVRCP vaccine. It’s a nasty virus that can easily kill kittens if not treated immediately and aggressively. Watch the full video for details, but here is what their treatment plan looked like: -Temperature checks every two hours to ensure it wasn’t rising to a dangerous level. When 106°+, the fever can cause irreparable organ damage -Meloxicam, an NSAID that works to reduce the fever, every 24 hours. Because it was such a tiny dose, I first pulled up .5mL of water, followed by the medication, to ensure they got the whole dose -Buprenorphine, and NSAID for pain management, every 8 hours -Cerenia, for nausea and appetite, every 24 hours. Luckily the kittens were still eating decently well, but had they not been, I would have done mirtazapine (appetite stimulant) as well. -Doxycycline, an antibiotic to treat any secondary bacterial infections, every 24 hours -Subcutaneous fluids, to help cool them down and support hydration, every 12 hours -A single B12 injection to help regulate temperature and support metabolism While I wish no other kittens (or their caregivers) would ever have to go through, I hope this information can help others if ever found in this situation ❤️🩹 #fyp #foryou #foryoupage #kitten #fosterkittens ",25700,204,162,274100,https://www.tiktok.com/@emiliexfosters/video/7372204633433066798 Emilie on TikTok,"orange kittens are cute, but at what cost!!! #fyp #foryou #foryoupage #kittensoftiktok #fosterkittens #orangecat ",467800,77600,1365,3400000,https://www.tiktok.com/@emiliexfosters/video/7358698240990088490 Emilie on TikTok,His little prancey steps 😭 #fyp #foryou #foryoupage #puppy #puppiesoftiktok #adoptdontshop #rescue #foster #fosteringsaveslives #frenchie #frenchbulldog #rescuedog ,3000000,187900,5331,16300000,https://www.tiktok.com/@emiliexfosters/video/7243493324072537390 Emilie on TikTok,"Meet our new medical mess 😅😆 I am absolutely head over heels for this big-cheeked boy and bet you all will be, too! I am ‼️desperate‼️ need of donations to keep doing this work, the vet bills are piling up and my rescue bank account has never been so low 😭 Please consider making a donation so I can keep helping animals like this guy ❤️ If 5% of my followers sent $1, I’d reach my goal and then some! My GoFundMe is linked in my bio, or you can give via Venmo/PayPal (emiliefosters). Thank you so much for your support!! #fyp #foryou #fy #catrescue ",8395,139,239,58100,https://www.tiktok.com/@emiliexfosters/video/7335891870670671150 Emilie on TikTok,"Alvin is officially ready for adoption 🥹 I’m opening applications nationwide so he can find a wonderful home, you just need to be able to travel to Milwaukee, WI! He is approximately 6 months old, neutered, up-to-date on vaccinations, microchipped, and just as perfect as can be. Click the “Apply to adopt Alvin” tab in my LinkTree to fill out an application and I’ll be in touch as soon as possible ❤️ Go Alvin!!! #fyp #foryou #foryoupage #fosterkittens #kitten #wobblycat #cerebellarhypoplasia #adopt #rescue #adoptme ",4091,83,44,41700,https://www.tiktok.com/@emiliexfosters/video/7377549854790208798 Emilie on TikTok,And there were TWO screamy babies ❤️ #fyp #foryou #fosterkittens ,204900,2899,953,816600,https://www.tiktok.com/@emiliexfosters/video/7303934702610664734 Emilie on TikTok,"These kittens have the worst eyes I’ve ever seen 💔 We are treating them aggressively, and they seem to be improving, but it is going to be a very long road. Thankfully, @Meganlynnkott is fostering two of the kittens, so we’re each able to give them more 1:1 attention 💕 P.S. They don’t have names yet — any ideas? #fyp #foryou #fosterkittens #kittens #rescue ",2946,44,54,35900,https://www.tiktok.com/@emiliexfosters/video/7382222641131818270 Emilie on TikTok,"After a many attempts to reduce the feline crime rate in my home, I finally have food theft under control! 🚔 Thanks to @petlibro’s new RFID Smart Feeder, Lua is now able to enjoy her prescription food in peace without the criminals — er, I mean cats — stealing from her. #petlibro #ad ",21900,153,129,241400,https://www.tiktok.com/@emiliexfosters/video/7328433238580514091 Emilie on TikTok,this is also how i react to being woken up #fyp #foryou #rescue #fosterkittens ,246800,49000,796,1200000,https://www.tiktok.com/@emiliexfosters/video/7397511921387179294 Emilie on TikTok,"The prettiest litter ever!! There’s 3 boys and 1 girl (the seal point), drop your name suggessions ⬇️ #fyp #foryou #fy #fosterkittens #tnr ",32900,294,287,298700,https://www.tiktok.com/@emiliexfosters/video/7327751887153892650 Emilie on TikTok,Not sure I’m winning any “Foster Mom of The Year” awards in their eyes 😅 #fyp #foryou #fosterkittens ,302600,14000,2370,2000000,https://www.tiktok.com/@emiliexfosters/video/7314364148341542187 Emilie on TikTok,honestly this is exactly how things went down #fyp #foryou #rescue #cat ,968,4,12,10200,https://www.tiktok.com/@emiliexfosters/video/7439774508220763423 Emilie on TikTok,"Just picked this girl up from @MADACC and she has some BIG feelings, only to be rivaled by the craziest whiskers I’ve ever seen 😆 Name ideas?",593500,26500,2842,3100000,https://www.tiktok.com/@emiliexfosters/video/7371593573071867178 Emilie on TikTok,"#ad I’m so excited to partner with @Cats Pride as part of their Give Shelter Cats a Clean Start campaign! Cat’s Pride recently launched their Antibacterial Clumping litter, which kills 99.9% of odor-causing bacteria and is the first of its kind in the U.S. To make things even better, for every jug of Cat’s Pride Antibacterial litter purchased, Cat’s Pride is doubling their litter donation to local shelters and rescues in need ❤️ I headed down to my local @Walmart to pick up another jug and have been blown away by how much my cats (and I) love it! To learn more about Cat’s Pride and their new Antibacterial Clumping Litter, head to the link in my bio. I hope you love it as much as I do! Stay tuned for some more exciting announcements as part of the Give Shelter Cats a Clean Start campaign this month! #catspride #antibacterial #litterforgood #NationalCatHealthMonth #partner",2283,26,16,35500,https://www.tiktok.com/@emiliexfosters/video/7335104756295421230 Emilie on TikTok,"6 new floofs! Mama has been spayed and will continue to live in her current colony, which has an excellent caregiver who feeds them ❤️ #fyp #foryou #fosterkittens #tnr #adopt ",395600,3028,1729,2700000,https://www.tiktok.com/@emiliexfosters/video/7294372793024597279 Emilie on TikTok,this story has the HAPPIEST ending ❤️ #fyp #foryou #fy #catrescue ,15100,198,166,94700,https://www.tiktok.com/@emiliexfosters/video/7332562912508169514 Emilie on TikTok,bathtime with junebug ☀️ #fyp #foryou #fosterkittens #kittens #rescue ,2616,35,75,38500,https://www.tiktok.com/@emiliexfosters/video/7383328743470664990 Emilie on TikTok,"oh, to be a kitten and have antibiotics be the worst thing thats ever happened to you 🥲 #fosterkittens ",1200000,215700,4695,6000000,https://www.tiktok.com/@emiliexfosters/video/7260340881851551018 Emilie on TikTok,napoleon update 🐶👑 #fyp #foryou #fosterpuppy #puppy ,65800,953,873,399600,https://www.tiktok.com/@emiliexfosters/video/7320383616712805678 Emilie on TikTok,"The very best update: WE GOT HIM ❤️ Leo is safe. If you’d like to support his journey to recovery, please consider making a donation to Thrifted Kittens Animal Rescue: Venmo — @ thriftedkittens Website — thriftedkittens.org (link in bio) I’ll be sharing lots more of Leo with you soon, so stay tuned 🧡 #fyp #foryou #rescue #feralcat ",74400,843,1671,356200,https://www.tiktok.com/@emiliexfosters/video/7432004185136106783 Emilie on TikTok,Thelma 🤎 & Louise 🖤 #fyp #foryou #fosterpuppies ,4172,30,45,72100,https://www.tiktok.com/@emiliexfosters/video/7302512407186853150 Emilie on TikTok,"Pumpkin aka Lewis aka Frankenstein says thank you for all the kind words on our last video! Here he is enjoying his nice, warm bottle 🍼 #fyp #foryou #fosterkittens ",31700,1642,293,193600,https://www.tiktok.com/@emiliexfosters/video/7291082770669931807 Emilie on TikTok,oh just creamsicle being the cutest sweetest most perfect baby angel this world has ever seen 🥹 #fyp #foryou #rescue #fosterkittens ,40200,3061,92,163800,https://www.tiktok.com/@emiliexfosters/video/7408986160321629470 Emilie on TikTok,The first installment of: Reading Mean Comments I Get on Instagram Reels 🥰😍❤️💕💗💖💞❣️💓💘💝 #fyp #foryou #comments #fosterpuppy #fosterkittens #greenscreen ,3458,16,169,85400,https://www.tiktok.com/@emiliexfosters/video/7322208929709100330 Emilie on TikTok,"Beatrice, you’re a hot mess, but I love you so ❤️ #fyp #foryou #fosterkittens ",35700,230,295,221100,https://www.tiktok.com/@emiliexfosters/video/7302126903408807199 Emilie on TikTok,be honest do you think it was them? #fyp #foryou #rescue #fosterkittens ,3177,82,63,66200,https://www.tiktok.com/@emiliexfosters/video/7396358310963776799 Emilie on TikTok,"Everyone was VERY ready for breakfast this morning 😆 PS this was pre-cage cleaning! Since they are still having diarrea, they have to be quarantined to make sure it doesn’t spread #fyp #foryou #fosterkittens ",7062,56,88,90800,https://www.tiktok.com/@emiliexfosters/video/7298035116952096031 Emilie on TikTok,Meet Pumpkin and Jack-O-Lantern 🧡🎃 #fyp #foryou #fosterkittens ,718600,14800,4001,4900000,https://www.tiktok.com/@emiliexfosters/video/7290943058521197854 Emilie on TikTok,I caught the beautiful mama of the siamese babies I trapped last week and she very politely told me to f*** off 😆 #fyp #foryou #fy #browncat ,68100,193,194,637000,https://www.tiktok.com/@emiliexfosters/video/7330114329750129963 Emilie on TikTok,I’m working on catching a litter of kittens and had to share this gem from last night…what a warm greeting I received 😆 There’s still 2 more out there that I’m hoping to trap this week because it’s below freezing outside! 🥶 #fyp #foryou #fosterkittens ,74900,808,192,663200,https://www.tiktok.com/@emiliexfosters/video/7306223221991410975 Emilie on TikTok,"I can’t believe this just happened 😭❤️ Thinge feels terrible and hopeless right now, but this just made everything a tiny bit better. I love Leo so, so much. And, yes, there is churu all over my bathroom floor. Don’t judge what I had to do to win him over 😅 #fyp #foryou #rescue #feralcat #rescuecat ",9953,61,150,68000,https://www.tiktok.com/@emiliexfosters/video/7434375449729355039 Emilie on TikTok,"these are the dirtiest kittens i have ever had, but man are they cute!! #fyp #foryou ##fosterkittens",5016,86,95,60600,https://www.tiktok.com/@emiliexfosters/video/7272948342114536734 Emilie on TikTok,"And that’s a wrap on Frankie and Lewis! Have the best lives, sweet boys 🧡 #fyp #foryou #fy #fosterkittens #orangecat ",102000,676,378,544300,https://www.tiktok.com/@emiliexfosters/video/7323282148986260782 Emilie on TikTok,"not one braincell to be found in this litter, but my goodness are they cute #fyp #foryou #rescue #fosterkittens #adoptdontshop ",123100,15800,648,445000,https://www.tiktok.com/@emiliexfosters/video/7389109887768284446 Emilie on TikTok,"Meet S’more, the saddest little baby ❤️🩹 Please send her all the love and strength! #fyp #foryou #rescue ##fosterkittens##adoptdontshop",519800,17800,3075,3600000,https://www.tiktok.com/@emiliexfosters/video/7390557738130033950 Emilie on TikTok,First trapping of kitten season and I got pretty lucky with these cuties! 🧡 What should I name them (boy & girl)? #fyp #foryou #foryoupage #kittensoftiktok #fosterkittens #kittenrescue ,27800,445,204,193100,https://www.tiktok.com/@emiliexfosters/video/7358508409593040174 Emilie on TikTok,"An orange girl who’s terrified of life? SAY LESS. Love you already, Kels 🧡 #fyp #foryou #rescue #foster #fostercat #cat #catsoftiktok ",7379,123,81,57200,https://www.tiktok.com/@emiliexfosters/video/7388201386116271390 Emilie on TikTok,all links in my bio. free palestine 🍉 #fyp #foryou #foryoupage #taylorswift @Official Sulala Animal Rescue ,6210,1393,233,59600,https://www.tiktok.com/@emiliexfosters/video/7367460964020718894 Emilie on TikTok,"beatrice is a hot mess, but getting better everyday 🥰 #fyp #foryou #fosterkittens ",53400,674,497,280800,https://www.tiktok.com/@emiliexfosters/video/7306734455606086943 Emilie on TikTok,"There is no better feeling than being able to reunite a family 😭❤️ ICYMI: I trapped 4 older kittens (about 8 months old) a couple of weeks ago, but their mom kept evading the trap. Finally, last night, we were able to get her and the second I put her in with her kittens, they glued themselves to her. I always worry that mama cats think something happened to their kittens when I catch them first, so I’m so relieved I was able to show her that they’re all okay. Mama Mocha is the brown cat all the way in the back of the tub, Cafe Au Lait is black & white, Macchiato is the lynx point siamese, Caramella is the longhair seal point siamese, and Java is the maine coon mix. Such a stunning litter and proof that you can find just about any type of cat in rescues ❤️ #fyp #foryou #fy #fosterkittens ",2200000,26100,5716,11000000,https://www.tiktok.com/@emiliexfosters/video/7330315169584778539 Emilie on TikTok,Happy Halloween (aka my favorite holiday)!!! 🎃👻 Please enjoy this compilation of some of my most sp00000ky babies! #fyp #foryou #fosterkittens #halloween ,63100,1535,440,325800,https://www.tiktok.com/@emiliexfosters/video/7296279471303249183 Emilie on TikTok,Meet Marvin ❤️🩹 #fyp #foryou #fostercat #cat #rescue ,1200000,4313,5689,11600000,https://www.tiktok.com/@emiliexfosters/video/7311727957393886507 Emilie on TikTok,Meet Lucy and her babies 🐱🐱🐱🐱🐱🐱👼 #fosterkittens ,47300,665,219,371800,https://www.tiktok.com/@emiliexfosters/video/7263184184368287018 Emilie on TikTok,does anyone else say the most random things to animals? no clue why i asked him about a soda #fyp #foryou #fosterkittens #kitten ,229600,10100,655,1000000,https://www.tiktok.com/@emiliexfosters/video/7281727459689532715 Emilie on TikTok,"Why, yes, she was giving birth 🤪 Please welcome this sweet family to the foster crew! Can anyone figure out the name theme? #fyp #foryou #fosterkittens #kittens #fostercat #ca ",6141,49,44,47700,https://www.tiktok.com/@emiliexfosters/video/7379632991473061150 Emilie on TikTok,had to bring back the iconic beatrice for this trend #fyp #foryou #foryoupage #taylorswift #fosterkittens @Taylor Swift ,111500,18000,188,591300,https://www.tiktok.com/@emiliexfosters/video/7361510301440806187 Emilie on TikTok,"While we’re on the topic of introductions, meet Marnie. Aka chaos personified 😆 #fyp #foryou #fosterkittens ",18600,770,304,127200,https://www.tiktok.com/@emiliexfosters/video/7291351999579196703 Emilie on TikTok,it’s hard to be such a sleepy girl #fyp #foryou #foryoupage #cat #cats ,311300,57300,664,1100000,https://www.tiktok.com/@emiliexfosters/video/7374214746058362158 Emilie on TikTok,brb googling “kitten vision test” ((she failed)) #fyp #foryou #rescue #adopt #fosterkittens #kittens ,575200,197700,995,3000000,https://www.tiktok.com/@emiliexfosters/video/7429548727188081951 Emilie on TikTok,Just an illegal level of cuteness. I have a feeling Tinkerbell is going to be the most stunning longhair dark tabby when she grows up ❤️ #fyp #foryou #kittensoftiktok #fosterkittens ,7799,485,83,51100,https://www.tiktok.com/@emiliexfosters/video/7347846889754135851 Emilie on TikTok,"well, that didn’t take long 😆 meet rudolph! ❤️ #fyp #foryou #fosterkittens ",13100,116,107,130000,https://www.tiktok.com/@emiliexfosters/video/7303566050447215903 Emilie on TikTok,"Let it be known there were multiple bowls of the SAME food, but they both wanted this one apparently 🤷♀️ #fyp #foryou #fosterkittens ",6340,87,134,89900,https://www.tiktok.com/@emiliexfosters/video/7299873167810497822 Emilie on TikTok,The many screams of ✨Beatrice✨ #fyp #foryou #fosterkittens ,0,0,1749,0,https://www.tiktok.com/@emiliexfosters/video/7298767887551040798 Emilie on TikTok,"Yesterday afternoon, I almost had a heart attack when someone knocked on my window. Turns out, it was my next-door neighbor, whose daughter had found a kitten 😆 Of course, I agreed to take him, and he’s about as spicy as expected!",15200,165,191,112300,https://www.tiktok.com/@emiliexfosters/video/7302830759323208990 Emilie on TikTok,meet the first kittens of kitten season! #fyp #foryou #fy #kittensoftiktok #fosterkittens ,19800,76,130,137600,https://www.tiktok.com/@emiliexfosters/video/7344007547008863530 Emilie on TikTok,"#ad Deep clean my foster room with me and my new @BISSELL Clean CrossWave OmniForce that vacuums AND mops 🧼 This machine has *quite literally* changed my life and I want it to change yours, too! Linked in my Amazon Storefront, use discount code 5OMNIFORCE15 and let me know what you think ❤️ #BISSELL #fosterkittens #kittens #adopt #fyp #foryou #cleantok #deepclean #cleanwithme",1607,36,28,33000,https://www.tiktok.com/@emiliexfosters/video/7378901057352650015
How It Works
- Dynamic Content Handling: Selenium navigates and scrolls through TikTok’s dynamically loaded user profiles to retrieve video URLs.
- Extracting Metadata: BeautifulSoup parses the HTML to gather details like titles, likes, comments, and shares.
- Data Storage: Extracted data is saved to a CSV file for easy analysis.
Additional Features to Explore
- Automated Scheduling: Use a task scheduler like cron (Linux) or Task Scheduler (Windows) to run the scraper periodically.
- Data Analysis: Use Pandas for insights into engagement trends across a user’s videos.
- Adding proxy rotation: To reduce the manual intervention to resolve the captcha
Conclusion
This Python-based TikTok video stats downloader allows you to collect all video URLs from a user’s profile and extract their metadata efficiently. Whether you’re tracking engagement, analyzing trends, or gathering data for research, this tool provides a solid foundation for your TikTok scraping needs.
If you encounter any issues or have questions while following this tutorial, feel free to leave a comment below. I’d be happy to help you troubleshoot and provide additional guidance!
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