Sold by: KASPR Datahaus
Deployed on AWS
This product contains monthly aggregated data for Indian District level internet quality indicators including latency, connectivity anomalies and distance to frontier. The monthly aggregates are based on our few-hourly (e.g. 1h, 3h, 6h) adm2 level (e.g. counties, districts) products provide an aggregated measure of subnational ADM2 areas' ICT Infrastructure, via millions of individual internet protocol (IP v4) address observations.
Overview
This product contains monthly aggregated data for Indian District level internet quality indicators including latency, connectivity anomalies and distance to frontier. The monthly aggregates are based on our few-hourly (e.g. 1h, 3h, 6h) adm2 level (e.g. counties, districts) products provide an aggregated measure of subnational ADM2 areas' ICT Infrastructure, via millions of individual internet protocol (IP v4) address observations.
Metadata
| Description | Value |
|---|---|
| Update Frequency | Monthly, Yearly |
| Geographic Coverage | India |
| Number of Counties covered | 557 |
| Time period coverage | Since FEB 2019 |
| Historical data available | Yes, 5 years |
| Data Set Format | .tsv |
| Raw or scraped data | Raw Data (Aggregated) |
| Key Fields | Country; Province/State; County/District (ADM2); Average Latency and Average Variance in Latency; Number of days in the year with connectivity and latency anomalies; Distance to the latency frontier; |
| Key Words | geospatial, internet, internet quality, latency, stability, |
Use Cases
Location Planning
Make more accurate location decisions for your critical digital infrastructure (i.e. servers, data centers). Identify districts.counties with high average internet quality, low internet volatility and few connectivity anomalies.
Risk Analysis
Identify areas with high numbers of internet connectivity anomalies, low internet quality or high variability in internet latency.
Location Data Enrichment
Enhance your geo-spatial risk data products by a information about local internet infrastructure quality.
Geospatial Telecommunications Data
Telecommunication and ISP companies can identify new potential markets.
Supply Chain
The Internet of Things (IoT) is used in supply chain management, providing real-time data and insights by tracking assets and inventory, automatise ware-houses and optimise routes. Any disruptions to local internet infrastructure along the supply chain, can have large adverse effects throughout the supply chain. Our data can help to identify potential weak spots in the digital and geographic network.
Sample Data
Sample dataset provides immediate access to a static version of a 5% random subsample for the year 2023.
Customized Data for other individual countries or regions as well as Internet Service Provider (ISP) level are available onrequest. Data at higher frequency (daily, 3-hourly, hourly) are also available on request.
Historical Data & Backtesting
5 year historical data is available for purchase and backtesting. Data collection has been operating consistently and without interruptions since February 2019.
Please contact info@kasprdata.com for further information.
Customization
KASPR Datahaus PTY LTD offers additional services to interested parties where our technology can intensively measure the IP space of a subset of over one hundred metropolitan areas around the globe to provide a representative view of these specific, high IP address concentration, large urban agglomerations.
We welcome inquiries around any aspect of product design that may serve your needs. Please get in touch at info@kasprdata.com .
Variable Defintions
| Variable | Description |
|---|---|
| country_iso_three_char_code | Country's 3-digit ISO code |
| country_iso_name | Country name |
| * adm1_name | Name of the ADM1 unit. ADM1 refers to a country's first, administrative unit at the subnational level (e.g. States in the US, Bundeslaender in Germany, or Provinces in China). |
| * adm1id | Unique alpha-numerical identifier for the ADM1 unit. Combination of country_iso_three_char_code and an integer. |
| ** adm2_name | Name of the ADM2 unit. ADM2 refers to a country's second, administrative unit at the subnational level (e.g. Counties in the US, LGAs in Australia). |
| ** adm2id | Unique alpha-numerical identifier for the ADM2 unit. Combination of adm1_unique_identifier and an integer. |
| year | Year |
| rtt_variance_norm | Average Variance in Latency (ping response time in ms). Higher values indicate more volatility in internet connectivity during that period. |
| rtt_mean_norm | Average Latency (ping response time in ms). Higher values indicate lower average quality in internet connectivity during that period. |
| rtt_mean_norm_adj | Average Latency (ping response time in ms) adjusted to account for monthly infrastructure sampling baseline shifts. See main document for details. |
| connectivity_out_2sd | Number of days in year when connectivity (unique # of active IPs) was 2 standard deviations below the median connectivity. |
| latency_out_3sd | Number of days in year when rtt_mean_norm was 3 standard deviations above the median latency. |
| rtt_d | Absolute difference between rtt_mean_norm and minimum latency in the country (rtt_min). Distance to the latency frontier. Higher values indicate relatively lower quality. |
| rtt_dp | Percentage difference between rtt_mean_norm and minimum latency in the country (rtt_min). Distance to the latency frontier. Higher values indicate relatively lower quality. |
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Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
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Dimension | Description | Cost/12 months |
|---|---|---|
Product Access | Dimension that grants access to the product for subscribers. | $3,000.00 |
Dimensions summary
This listing uses a single pricing dimension: Product Access (Units). You buy access to the dataset under a contract, rather than paying by usage or by instance size. There are no separate tiers, add-ons, or size-based options to choose between. The unit count grants your subscription to the district-level internet quality data for India. Pricing scales only with the number of access units you commit to under the contract term.
Top-of-mind questions for buyers
You get aggregated internet activity for India's districts, states, and the nation. Two core measures apply: the count of unique active IP addresses, and normalized ping response times (latency) from millions of endpoints. The vendor also supplies pre-built connectivity and latency indices plus anomaly detection flags for each region.
Measurements aggregate to hourly and daily intervals at the regional level. Each timestamp marks the start of the measurement window. The vendor takes over 3 billion measurements daily from more than 400 million connected endpoints, then aggregates them for consistency and GDPR compliance.
No. A region must meet two rules to receive anomaly flags. It needs at least one time period with 100 unique active IP observations, and at least 14 days of non-zero readings. Regions failing either rule still get IP counts and latency data, but anomaly columns show as blank values.
kasprdata.github.io
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Additional details
You will receive access to the following data sets.
Data set name | Type | Historical revisions | Future revisions | Sensitive information | Data dictionaries | Data samples |
|---|---|---|---|---|---|---|
India Monthly District-Level Internet Quality Data | Last 1 revisions | All future revisions | Not included | |||
India Monthly District-Level Internet Quality Data - Sample Data and District List | Last 1 revisions | All future revisions | Not included |
Resources
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