How to use KK-DATA to batch filter US TG male data: complete tutorial
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How to use KK-DATA to batch filter US TG male data: complete tutorial
In the fields of overseas marketing and cross-border e-commerce, US TG male data—that is, male user numbers in the United States and on the Telegram platform—is an important resource for accurately acquiring customers. Whether it is community operation, private message promotion, or brand event launch, obtaining a batch of American Telegram male numbers that have passed the triple verification of “activation + activity + gender” can significantly improve reach efficiency. But manually verifying hundreds of thousands of numbers is unrealistic, and you need a batch screening solution.
KK-DATA is a customer acquisition data screening platform for overseas teams, supporting batch detection of numbers on multiple platforms such as Telegram, WhatsApp, and Line. This article will take “screening US TG male data” as an example to fully demonstrate the steps from preparation to export, helping you quickly master the method of obtaining this batch of data.
What is the US TG Male Data? Why do you need batch screening?
US TG Male Data, as the name suggests, is a collection of numbers composed of the following conditions:
- Region: United States (area code +1, or place of origin is United States)
- Platform: Telegram users
- Gender: Male (contains system-estimated gender label)
In KK-DATA’s Telegram filter function, gender recognition outputs the gender field based on the user’s public information (name, avatar, profile, etc.), and at the same time returns the estimated age range (such as 20–29, 30–39, etc.), allowing you to further segment the population. For example, if you want to target American male users around the age of 30, you can filter by the age field in the exported results.
The value of batch screening is: you don’t need to purchase expensive “accurate data sets”, but first get a batch of US numbers through your own number source (or generation module), and then filter out the real TG male users. This not only controls costs, but also ensures data timeliness - because the number screening is detected in real time, the number status (activated/active) is always up to date.
Preparation: Register account and recharge balance
Before you start screening, you need to complete two basic steps.
Registration and login console
Visit KK-DATA Application Console, register with email or log in directly (supports quick login with Google account). The console is the core operating area for all tasks. Subsequent task creation, results viewing, and warehouse management are all completed here.
Deposit balance (USDT)
KK-DATA adopts the no subscription package, billing by item model. You only need to recharge USDT (TRC20) to your account balance, and the fee will be automatically deducted after each screening task is completed.
Recharge steps:
- Click “Recharge” on the left menu of the console to obtain the exclusive TRC20 address.
- Use your wallet (such as OKX, Binance) to transfer funds to this address, with a minimum of 50 USDT.
- After the balance is received, the balance will be updated in real time, and the screening task can be submitted.
Tip: No need to deposit a large amount of funds in advance, just charge as much as you need. The specific price of each test varies by platform and test type, and is based on the estimated cost before console submission**.
Step 1: Prepare the list of numbers to be filtered
You need to prepare a batch of US phone numbers (the international dialing code is +1). The number source can be:
- Self-purchased number file: For a list of U.S. numbers obtained from other channels, it is recommended to clean it through a deduplication warehouse first.
- Global Number Generation Module: The KK-DATA console has a built-in “number generation” function that supports randomly generating numbers by country (United States), generating numbers by number segment, or uploading custom CSV generation. Free to generate, you can directly import filtering tasks after generation.
Number format requirements
All numbers must include the international dialing code, such as +1xxxxxxxxxx, without spaces, dashes, or brackets. KK-DATA will automatically verify the format when importing, and numbers with incorrect formats will be skipped.
In order to save detection costs, it is strongly recommended to deduplicate the number list before importing - you can use KK-DATA’s “Data Deduplication Warehouse” or pre-deduplicate in Excel. Duplicate numbers will result in duplicate charges.
Step 2: Create batch filtering tasks
Select platform and detection type
Click “New Filtering Task” in the console, and then:
- Select Platform: Click on the Telegram icon.
- Check the detection type:
- Activation detection (required): Determine whether the number has been registered with Telegram.
- Activity Detection (optional): Determine the user’s recent activity (activity window can be set, such as “past 7 days”).
- Gender Detection (optional): Returns gender (male/female) and age range. This is also a key switch in obtaining data on TG males in the United States.
If you only need male users, it is recommended to turn on “Activity Detection” and “Gender Detection” at the same time to accurately filter when exporting.
Set task parameters and estimated costs
You can customize task names (for easier management) and active windows (such as “Last 30 Days”). Upload the number list (supports TXT, CSV, and can be pasted directly). Before submission, the system will display the estimated total cost of this task - accumulated based on the unit price of each detection type. If you have insufficient balance, you cannot submit.
After confirming that everything is correct, click “Submit Task” and the system will start batch inspection. The task progress bar is updated in real time, and a Telegram notification will be automatically sent when completed (need to bind @kkdata_robot in advance).
Step 3: View task results and export filtered data
After the task is completed, return to the console and click on the task to enter the details page. You will see a clear table, with each row corresponding to a number and containing the following fields (subject to the actual export column settings of the console):
| Number | Activation status | Activity level | Gender | Age range | tgid |
|---|---|---|---|---|---|
| +1xxxxxxxxxx | Already activated | Tall | Male | 30–39 | 123456789 |
Filter out US TG male data: In the filter bar at the top of the table, set “Gender=Male” and “Activation Status=Activated” (if you need to be active, set “Activity=High/Medium”). This table only displays results that meet the criteria.
Click the “Export” button and select CSV or TXT format to download the batch of numbers and all associated fields.
Data interpretation instructions
Gender identification and age estimation are based on Telegram public information, non-ID-level accurate data. If some users do not set up personal information, their gender may not be identified and their records will be marked as “unknown”. It is recommended that the results be used for marketing stratification rather than precise identity targeting.
Step 4: Use deduplication warehouse management to filter results (optional)
If you need to filter the US TG male data multiple times (such as updating a batch every month), it is recommended to enable the data deduplication warehouse function.
How to operate:
- Enter “Deduplication Warehouse” on the left side of the console.
- Import the exported “US TG Male Number” into the warehouse (upload CSV).
- When creating a subsequent filtering task, check “Enable deduplication warehouse” and the system will automatically skip the numbers already in the warehouse.
Benefits: Avoid repeated testing of the same batch of numbers and save balance. Especially suitable for teams that regularly maintain an active lead library.
Things to note when batch filtering US TG male data
- Gender recognition coverage: TG gender detection is only valid for accounts with public profile pictures or usernames. If the user information corresponding to the number is extremely “blank”, the gender may not be returned.
- Activity window selection: The time window of activity detection (such as 7 days, 30 days) affects the tightness of the results. If you want your marketing to reach more active people, selecting “Last 7 Days” is more accurate, but may reduce the number.
- Single task upper limit: Currently, a single filter supports up to about 1 million numbers. If you have larger needs, you can submit them in batches.
- Balance and task submission: When submitting a task, you need to ensure that the balance is sufficient and greater than the estimated cost. If the balance is insufficient, the task will not be created.
- Anti-Fraud Reminder: KK-DATA only provides official customer service through the official website and t.me/kkdata_robot. Beware of third-party accounts claiming to be “customer service”.
FAQ
**Q: How does KK-DATA identify the gender of American Telegram users? ** Answer: The platform determines gender by analyzing the public fields of Telegram user profiles (such as name, avatar, introduction, etc.) and returns an estimated age. This data is for marketing reference only and cannot reach ID card level accuracy.
**Q: How many US numbers can be processed in one batch screening? ** Answer: A single screening task supports up to about 1 million numbers, which is suitable for large-scale customer acquisition scenarios. The specific quantity is subject to the actual configuration of the console.
**Q: What fields are included in the filtered US TG male data? ** Answer: The export results usually include number, whether Telegram is activated, activity level, gender (male/female), age range, tgid, etc. The fields are subject to the console export column settings.
**Q: How is the fee calculated? What happens if the balance is not enough? ** Answer: Each test is charged according to the platform and type. The specific price can be viewed in the console before submitting the estimated cost. If the balance is insufficient, new tasks cannot be submitted and must be recharged first.
**Q: Can I filter only “male and active” users? ** Answer: Yes. Turn on gender detection and activity detection respectively when creating a task, and use the filter function to check conditions such as “gender=male” and “activity=high” after exporting the results to achieve precise filtering.
Start filtering your US TG male data now
The above steps have completely covered the entire process from preparation to export of US TG male data. Whether you are doing community fission, brand private messaging, or market research, batch screening can help you quickly build an accurate lead pool. KK-DATA’s pay-as-you-go billing model allows you to flexibly control costs without paying for low-frequency usage.
Try it now:
👉Log in to the console to start screening numbers Two-way contact customer service https://t.me/kkdata_robot Documentation and Tutorials https://docs.kkdata.cc/ Official website https://kkdata.cc/
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