It’s also free to use, if your repository is public (and even allows for certain free minutes for private repos). Using GitHub Actions meant that we didn’t have to upload our code to a different service every time we made changes. For one, our code-from scrapers to cleaners to aggregators-all lived in GitHub already. In hindsight, it was an ideal choice for a few reasons. We started using GitHub Actions for our COVID–19 scrapers about two years ago. Many of our scrapers feed and update applications like our Coronavirus Tracker, State Elections Money Tracker and Drought Tracker. Some run a couple times a day while others may run once a week. That’s where the challenge is, because who wants to get on their computer and save a csv to a folder on a Sunday?Īt the Los Angeles Times Data and Graphics desk, we use GitHub Actions for almost all of our scrapers that run on a schedule. Getting that data may require some fancy scraper or just a simple curl command that downloads a csv, but either way, the task has to be done on a regular basis. You might be monitoring your state’s monthly WARN notices, or, like many of us, tracking changes in daily COVID–19 cases. You can find a link to both trials at the links below.Sometimes collecting the data once isn’t enough. With both programs you will be able to find new prospects for your business or your clients.Īs always the best way to see what software solution is best for you is to test both of them out. ![]() Lead Scrape has no daily or monthly limits, Lead Carrot for the cheaper version you can run about 300 searches a week and with the Professional about 2000. Lead CarrotĬurrently does not have a bulk option but on their website, they say that this is going to be available soon. ![]() With Lead Scrape, you can scrape a city at a time or multiple cities. If you are looking to find more results, validated emails and contacts, then LS is the winner. If you are looking for results fast, then LC is best. But if youĪlready have a CRM, and what you are after is lists of b2b leads for your business to grow, then Lead Scrape consistently returned more results for every search we performed. Lead Carrot has recently moved more to become a full CRM, while Lead Scrape is only a lead finder, so if you are actually looking for a software that does both, Lead Carrot I think is the only one on the market at the moment. Let the program do the rest.), and both support any niche worldwide. Lead Scrape returned 362 contact names of people working at the company (usually the Owner, Ceo or Manager) Lead Carrot does not return business contacts.įor the rest of the data returned, the two programs are very similar, they both extract address, phone numbers, social media addresses, email address, reviews.Īs you can see from the comparison, both programs are great for online marketing, they extract more or less the same kind of data, and the way they work is practically the same (add the keyword you want to search and the location, then When you use any lead finder on the market that provides emails, always count in the monthly cost, the price of email verification. Something to keep in mind is that Lead Scrape comes with a free email verification service and integrates with popular email verification services like NeverBounce and others if you want to use an even more advanced verifier. If we look at the final count Lead Scrape wins. Lead Scrape returned 332 emails, Lead Carrot returned 144. When it comes to speed, Leads Carrot wins by a big margin. ![]() LC finished in about 1.5 minutes, while LS took about 40 minutes. in this case, it found twice as many leads, but in other searches, the gap is even wider (see the image of other searches below) Speed When it comes to the number of leads returned, Lead Scrape wins. Lead Carrot returned 1118, Lead Scrape returned 2229 leads.
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