--- title: Email --- [Skip to content](#_top) [API Reference](https://developers.cloudflare.com/api/python) [Radar](https://developers.cloudflare.com/api/python/resources/radar) Copy Markdown Open in **Claude**Open in **ChatGPT**Open in **Cursor** --- **Copy Markdown****View as Markdown** # Email ##### ModelsExpand Collapse

class RadarEmailSeries: …

fail: List\[str] Link to this property none: List\[str] Link to this property pass\_: List\[str] Link to this property

[Link to this property](<#(resource)%20radar.email%20%3E%20(model)%20radar_email_series%20%3E%20(schema)>)

class RadarEmailSummary: …

fail: str A numeric string. Link to this property none: str A numeric string. Link to this property pass\_: str A numeric string. Link to this property

[Link to this property](<#(resource)%20radar.email%20%3E%20(model)%20radar_email_summary%20%3E%20(schema)>) #### EmailRouting ##### [Get email routing summary by dimension](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/methods/summary_v2) radar.email.routing.summary\_v2(Literal\["IP\_VERSION", "ENCRYPTED", "ARC", 3 more]dimension, RoutingSummaryV2Params\*\*kwargs) -> [RoutingSummaryV2Response]() GET/radar/email/routing/summary/{dimension} ##### [Get email routing time series grouped by dimension](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/methods/timeseries_groups_v2) radar.email.routing.timeseries\_groups\_v2(Literal\["IP\_VERSION", "ENCRYPTED", "ARC", 3 more]dimension, RoutingTimeseriesGroupsV2Params\*\*kwargs) -> [RoutingTimeseriesGroupsV2Response]() GET/radar/email/routing/timeseries\_groups/{dimension} ##### ModelsExpand Collapse

class RoutingSummaryV2Response: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property summary\_0: Dict\[str, str] Link to this property

[Link to this property](<#(resource)%20radar.email.routing%20%3E%20(model)%20routing_summary_v2_response%20%3E%20(schema)>)

class RoutingTimeseriesGroupsV2Response: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

serie\_0: Serie0

timestamps: List\[datetime] Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.routing%20%3E%20(model)%20routing_timeseries_groups_v2_response%20%3E%20(schema)>) #### EmailRoutingSummary ##### [Get email ARC validation summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/summary/methods/arc) Deprecated radar.email.routing.summary.arc(SummaryARCParams\*\*kwargs) -> [SummaryARCResponse]() GET/radar/email/routing/summary/arc ##### [Get email DKIM validation summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/summary/methods/dkim) Deprecated radar.email.routing.summary.dkim(SummaryDKIMParams\*\*kwargs) -> [SummaryDKIMResponse]() GET/radar/email/routing/summary/dkim ##### [Get email DMARC validation summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/summary/methods/dmarc) Deprecated radar.email.routing.summary.dmarc(SummaryDMARCParams\*\*kwargs) -> [SummaryDMARCResponse]() GET/radar/email/routing/summary/dmarc ##### [Get email encryption status summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/summary/methods/encrypted) Deprecated radar.email.routing.summary.encrypted(SummaryEncryptedParams\*\*kwargs) -> [SummaryEncryptedResponse]() GET/radar/email/routing/summary/encrypted ##### [Get email IP version summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/summary/methods/ip_version) Deprecated radar.email.routing.summary.ip\_version(SummaryIPVersionParams\*\*kwargs) -> [SummaryIPVersionResponse]() GET/radar/email/routing/summary/ip\_version ##### [Get email SPF validation summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/summary/methods/spf) Deprecated radar.email.routing.summary.spf(SummarySPFParams\*\*kwargs) -> [SummarySPFResponse]() GET/radar/email/routing/summary/spf ##### ModelsExpand Collapse

class SummaryARCResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property summary\_0: RadarEmailSummary Link to this property

[Link to this property](<#(resource)%20radar.email.routing.summary%20%3E%20(model)%20summary_arc_response%20%3E%20(schema)>)

class SummaryDKIMResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property summary\_0: RadarEmailSummary Link to this property

[Link to this property](<#(resource)%20radar.email.routing.summary%20%3E%20(model)%20summary_dkim_response%20%3E%20(schema)>)

class SummaryDMARCResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property summary\_0: RadarEmailSummary Link to this property

[Link to this property](<#(resource)%20radar.email.routing.summary%20%3E%20(model)%20summary_dmarc_response%20%3E%20(schema)>)

class SummaryEncryptedResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

summary\_0: Summary0

encrypted: str A numeric string. Link to this property not\_encrypted: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.routing.summary%20%3E%20(model)%20summary_encrypted_response%20%3E%20(schema)>)

class SummaryIPVersionResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

summary\_0: Summary0

i\_pv4: str A numeric string. Link to this property i\_pv6: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.routing.summary%20%3E%20(model)%20summary_ip_version_response%20%3E%20(schema)>)

class SummarySPFResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property summary\_0: RadarEmailSummary Link to this property

[Link to this property](<#(resource)%20radar.email.routing.summary%20%3E%20(model)%20summary_spf_response%20%3E%20(schema)>) #### EmailRoutingTimeseries Groups ##### [Get email ARC validation time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/timeseries_groups/methods/arc) Deprecated radar.email.routing.timeseries\_groups.arc(TimeseriesGroupARCParams\*\*kwargs) -> [TimeseriesGroupARCResponse]() GET/radar/email/routing/timeseries\_groups/arc ##### [Get email DKIM validation time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/timeseries_groups/methods/dkim) Deprecated radar.email.routing.timeseries\_groups.dkim(TimeseriesGroupDKIMParams\*\*kwargs) -> [TimeseriesGroupDKIMResponse]() GET/radar/email/routing/timeseries\_groups/dkim ##### [Get email DMARC validation time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/timeseries_groups/methods/dmarc) Deprecated radar.email.routing.timeseries\_groups.dmarc(TimeseriesGroupDMARCParams\*\*kwargs) -> [TimeseriesGroupDMARCResponse]() GET/radar/email/routing/timeseries\_groups/dmarc ##### [Get email encryption status time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/timeseries_groups/methods/encrypted) Deprecated radar.email.routing.timeseries\_groups.encrypted(TimeseriesGroupEncryptedParams\*\*kwargs) -> [TimeseriesGroupEncryptedResponse]() GET/radar/email/routing/timeseries\_groups/encrypted ##### [Get email IP version time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/timeseries_groups/methods/ip_version) Deprecated radar.email.routing.timeseries\_groups.ip\_version(TimeseriesGroupIPVersionParams\*\*kwargs) -> [TimeseriesGroupIPVersionResponse]() GET/radar/email/routing/timeseries\_groups/ip\_version ##### [Get email SPF validation time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/routing/subresources/timeseries_groups/methods/spf) Deprecated radar.email.routing.timeseries\_groups.spf(TimeseriesGroupSPFParams\*\*kwargs) -> [TimeseriesGroupSPFResponse]() GET/radar/email/routing/timeseries\_groups/spf ##### ModelsExpand Collapse

class TimeseriesGroupARCResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property serie\_0: RadarEmailSeries Link to this property

[Link to this property](<#(resource)%20radar.email.routing.timeseries_groups%20%3E%20(model)%20timeseries_group_arc_response%20%3E%20(schema)>)

class TimeseriesGroupDKIMResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property serie\_0: RadarEmailSeries Link to this property

[Link to this property](<#(resource)%20radar.email.routing.timeseries_groups%20%3E%20(model)%20timeseries_group_dkim_response%20%3E%20(schema)>)

class TimeseriesGroupDMARCResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property serie\_0: RadarEmailSeries Link to this property

[Link to this property](<#(resource)%20radar.email.routing.timeseries_groups%20%3E%20(model)%20timeseries_group_dmarc_response%20%3E%20(schema)>)

class TimeseriesGroupEncryptedResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

serie\_0: Serie0

encrypted: List\[str] Link to this property not\_encrypted: List\[str] Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.routing.timeseries_groups%20%3E%20(model)%20timeseries_group_encrypted_response%20%3E%20(schema)>)

class TimeseriesGroupIPVersionResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

serie\_0: Serie0

i\_pv4: List\[str] Link to this property i\_pv6: List\[str] Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.routing.timeseries_groups%20%3E%20(model)%20timeseries_group_ip_version_response%20%3E%20(schema)>)

class TimeseriesGroupSPFResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property serie\_0: RadarEmailSeries Link to this property

[Link to this property](<#(resource)%20radar.email.routing.timeseries_groups%20%3E%20(model)%20timeseries_group_spf_response%20%3E%20(schema)>) #### EmailSecurity ##### [Get email security summary by dimension](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/methods/summary_v2) radar.email.security.summary\_v2(Literal\["SPAM", "MALICIOUS", "SPOOF", 6 more]dimension, SecuritySummaryV2Params\*\*kwargs) -> [SecuritySummaryV2Response]() GET/radar/email/security/summary/{dimension} ##### [Get email security time series grouped by dimension](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/methods/timeseries_groups_v2) radar.email.security.timeseries\_groups\_v2(Literal\["SPAM", "MALICIOUS", "SPOOF", 6 more]dimension, SecurityTimeseriesGroupsV2Params\*\*kwargs) -> [SecurityTimeseriesGroupsV2Response]() GET/radar/email/security/timeseries\_groups/{dimension} ##### ModelsExpand Collapse

class SecuritySummaryV2Response: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property summary\_0: Dict\[str, str] Link to this property

[Link to this property](<#(resource)%20radar.email.security%20%3E%20(model)%20security_summary_v2_response%20%3E%20(schema)>)

class SecurityTimeseriesGroupsV2Response: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

serie\_0: Serie0

timestamps: List\[datetime] Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security%20%3E%20(model)%20security_timeseries_groups_v2_response%20%3E%20(schema)>) #### EmailSecurityTop #### EmailSecurityTopTLDs ##### [Get top TLDs by email message volume](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/top/subresources/tlds/methods/get) radar.email.security.top.tlds.get(TLDGetParams\*\*kwargs) -> [TLDGetResponse]() GET/radar/email/security/top/tlds ##### ModelsExpand Collapse

class TLDGetResponse: …

meta: Meta Metadata for the results.

confidence\_info: Optional\[MetaConfidenceInfo]

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

top\_0: List\[Top0]

name: str Link to this property value: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.top.tlds%20%3E%20(model)%20tld_get_response%20%3E%20(schema)>) #### EmailSecurityTopTLDsMalicious ##### [Get top TLDs by email malicious classification](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/top/subresources/tlds/subresources/malicious/methods/get) radar.email.security.top.tlds.malicious.get(Literal\["MALICIOUS", "NOT\_MALICIOUS"]malicious, MaliciousGetParams\*\*kwargs) -> [MaliciousGetResponse]() GET/radar/email/security/top/tlds/malicious/{malicious} ##### ModelsExpand Collapse

class MaliciousGetResponse: …

meta: Meta Metadata for the results.

confidence\_info: Optional\[MetaConfidenceInfo]

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

top\_0: List\[Top0]

name: str Link to this property value: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.top.tlds.malicious%20%3E%20(model)%20malicious_get_response%20%3E%20(schema)>) #### EmailSecurityTopTLDsSpam ##### [Get top TLDs by email spam classification](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/top/subresources/tlds/subresources/spam/methods/get) radar.email.security.top.tlds.spam.get(Literal\["SPAM", "NOT\_SPAM"]spam, SpamGetParams\*\*kwargs) -> [SpamGetResponse]() GET/radar/email/security/top/tlds/spam/{spam} ##### ModelsExpand Collapse

class SpamGetResponse: …

meta: Meta Metadata for the results.

confidence\_info: Optional\[MetaConfidenceInfo]

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

top\_0: List\[Top0]

name: str Link to this property value: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.top.tlds.spam%20%3E%20(model)%20spam_get_response%20%3E%20(schema)>) #### EmailSecurityTopTLDsSpoof ##### [Get top TLDs by email spoof classification](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/top/subresources/tlds/subresources/spoof/methods/get) radar.email.security.top.tlds.spoof.get(Literal\["SPOOF", "NOT\_SPOOF"]spoof, SpoofGetParams\*\*kwargs) -> [SpoofGetResponse]() GET/radar/email/security/top/tlds/spoof/{spoof} ##### ModelsExpand Collapse

class SpoofGetResponse: …

meta: Meta Metadata for the results.

confidence\_info: Optional\[MetaConfidenceInfo]

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

top\_0: List\[Top0]

name: str Link to this property value: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.top.tlds.spoof%20%3E%20(model)%20spoof_get_response%20%3E%20(schema)>) #### EmailSecuritySummary ##### [Get email ARC validation summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/summary/methods/arc) Deprecated radar.email.security.summary.arc(SummaryARCParams\*\*kwargs) -> [SummaryARCResponse]() GET/radar/email/security/summary/arc ##### [Get email DKIM validation summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/summary/methods/dkim) Deprecated radar.email.security.summary.dkim(SummaryDKIMParams\*\*kwargs) -> [SummaryDKIMResponse]() GET/radar/email/security/summary/dkim ##### [Get email DMARC validation summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/summary/methods/dmarc) Deprecated radar.email.security.summary.dmarc(SummaryDMARCParams\*\*kwargs) -> [SummaryDMARCResponse]() GET/radar/email/security/summary/dmarc ##### [Get email malicious classification summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/summary/methods/malicious) Deprecated radar.email.security.summary.malicious(SummaryMaliciousParams\*\*kwargs) -> [SummaryMaliciousResponse]() GET/radar/email/security/summary/malicious ##### [Get email spam classification summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/summary/methods/spam) Deprecated radar.email.security.summary.spam(SummarySpamParams\*\*kwargs) -> [SummarySpamResponse]() GET/radar/email/security/summary/spam ##### [Get email SPF validation summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/summary/methods/spf) Deprecated radar.email.security.summary.spf(SummarySPFParams\*\*kwargs) -> [SummarySPFResponse]() GET/radar/email/security/summary/spf ##### [Get email threat category summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/summary/methods/threat_category) Deprecated radar.email.security.summary.threat\_category(SummaryThreatCategoryParams\*\*kwargs) -> [SummaryThreatCategoryResponse]() GET/radar/email/security/summary/threat\_category ##### [Get email spoof classification summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/summary/methods/spoof) Deprecated radar.email.security.summary.spoof(SummarySpoofParams\*\*kwargs) -> [SummarySpoofResponse]() GET/radar/email/security/summary/spoof ##### [Get email TLS version summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/summary/methods/tls_version) Deprecated radar.email.security.summary.tls\_version(SummaryTLSVersionParams\*\*kwargs) -> [SummaryTLSVersionResponse]() GET/radar/email/security/summary/tls\_version ##### ModelsExpand Collapse

class SummaryARCResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property summary\_0: RadarEmailSummary Link to this property

[Link to this property](<#(resource)%20radar.email.security.summary%20%3E%20(model)%20summary_arc_response%20%3E%20(schema)>)

class SummaryDKIMResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property summary\_0: RadarEmailSummary Link to this property

[Link to this property](<#(resource)%20radar.email.security.summary%20%3E%20(model)%20summary_dkim_response%20%3E%20(schema)>)

class SummaryDMARCResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property summary\_0: RadarEmailSummary Link to this property

[Link to this property](<#(resource)%20radar.email.security.summary%20%3E%20(model)%20summary_dmarc_response%20%3E%20(schema)>)

class SummaryMaliciousResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

summary\_0: Summary0

malicious: str A numeric string. Link to this property not\_malicious: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.summary%20%3E%20(model)%20summary_malicious_response%20%3E%20(schema)>)

class SummarySpamResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

summary\_0: Summary0

not\_spam: str A numeric string. Link to this property spam: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.summary%20%3E%20(model)%20summary_spam_response%20%3E%20(schema)>)

class SummarySPFResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property summary\_0: RadarEmailSummary Link to this property

[Link to this property](<#(resource)%20radar.email.security.summary%20%3E%20(model)%20summary_spf_response%20%3E%20(schema)>)

class SummaryThreatCategoryResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

summary\_0: Summary0

brand\_impersonation: str A numeric string. Link to this property credential\_harvester: str A numeric string. Link to this property identity\_deception: str A numeric string. Link to this property link: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.summary%20%3E%20(model)%20summary_threat_category_response%20%3E%20(schema)>)

class SummarySpoofResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

summary\_0: Summary0

not\_spoof: str A numeric string. Link to this property spoof: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.summary%20%3E%20(model)%20summary_spoof_response%20%3E%20(schema)>)

class SummaryTLSVersionResponse: …

meta: Meta Metadata for the results.

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

summary\_0: Summary0

tls\_1\_0: str A numeric string. Link to this property tls\_1\_1: str A numeric string. Link to this property tls\_1\_2: str A numeric string. Link to this property tls\_1\_3: str A numeric string. Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.summary%20%3E%20(model)%20summary_tls_version_response%20%3E%20(schema)>) #### EmailSecurityTimeseries Groups ##### [Get email ARC validation time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/timeseries_groups/methods/arc) Deprecated radar.email.security.timeseries\_groups.arc(TimeseriesGroupARCParams\*\*kwargs) -> [TimeseriesGroupARCResponse]() GET/radar/email/security/timeseries\_groups/arc ##### [Get email DKIM validation time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/timeseries_groups/methods/dkim) Deprecated radar.email.security.timeseries\_groups.dkim(TimeseriesGroupDKIMParams\*\*kwargs) -> [TimeseriesGroupDKIMResponse]() GET/radar/email/security/timeseries\_groups/dkim ##### [Get email DMARC validation time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/timeseries_groups/methods/dmarc) Deprecated radar.email.security.timeseries\_groups.dmarc(TimeseriesGroupDMARCParams\*\*kwargs) -> [TimeseriesGroupDMARCResponse]() GET/radar/email/security/timeseries\_groups/dmarc ##### [Get email malicious classification time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/timeseries_groups/methods/malicious) Deprecated radar.email.security.timeseries\_groups.malicious(TimeseriesGroupMaliciousParams\*\*kwargs) -> [TimeseriesGroupMaliciousResponse]() GET/radar/email/security/timeseries\_groups/malicious ##### [Get email spam classification time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/timeseries_groups/methods/spam) Deprecated radar.email.security.timeseries\_groups.spam(TimeseriesGroupSpamParams\*\*kwargs) -> [TimeseriesGroupSpamResponse]() GET/radar/email/security/timeseries\_groups/spam ##### [Get email SPF validation time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/timeseries_groups/methods/spf) Deprecated radar.email.security.timeseries\_groups.spf(TimeseriesGroupSPFParams\*\*kwargs) -> [TimeseriesGroupSPFResponse]() GET/radar/email/security/timeseries\_groups/spf ##### [Get email threat category time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/timeseries_groups/methods/threat_category) Deprecated radar.email.security.timeseries\_groups.threat\_category(TimeseriesGroupThreatCategoryParams\*\*kwargs) -> [TimeseriesGroupThreatCategoryResponse]() GET/radar/email/security/timeseries\_groups/threat\_category ##### [Get email spoof classification time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/timeseries_groups/methods/spoof) Deprecated radar.email.security.timeseries\_groups.spoof(TimeseriesGroupSpoofParams\*\*kwargs) -> [TimeseriesGroupSpoofResponse]() GET/radar/email/security/timeseries\_groups/spoof ##### [Get email TLS version time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/email/subresources/security/subresources/timeseries_groups/methods/tls_version) Deprecated radar.email.security.timeseries\_groups.tls\_version(TimeseriesGroupTLSVersionParams\*\*kwargs) -> [TimeseriesGroupTLSVersionResponse]() GET/radar/email/security/timeseries\_groups/tls\_version ##### ModelsExpand Collapse

class TimeseriesGroupARCResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property serie\_0: RadarEmailSeries Link to this property

[Link to this property](<#(resource)%20radar.email.security.timeseries_groups%20%3E%20(model)%20timeseries_group_arc_response%20%3E%20(schema)>)

class TimeseriesGroupDKIMResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property serie\_0: RadarEmailSeries Link to this property

[Link to this property](<#(resource)%20radar.email.security.timeseries_groups%20%3E%20(model)%20timeseries_group_dkim_response%20%3E%20(schema)>)

class TimeseriesGroupDMARCResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property serie\_0: RadarEmailSeries Link to this property

[Link to this property](<#(resource)%20radar.email.security.timeseries_groups%20%3E%20(model)%20timeseries_group_dmarc_response%20%3E%20(schema)>)

class TimeseriesGroupMaliciousResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

serie\_0: Serie0

malicious: List\[str] Link to this property not\_malicious: List\[str] Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.timeseries_groups%20%3E%20(model)%20timeseries_group_malicious_response%20%3E%20(schema)>)

class TimeseriesGroupSpamResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

serie\_0: Serie0

not\_spam: List\[str] Link to this property spam: List\[str] Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.timeseries_groups%20%3E%20(model)%20timeseries_group_spam_response%20%3E%20(schema)>)

class TimeseriesGroupSPFResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property serie\_0: RadarEmailSeries Link to this property

[Link to this property](<#(resource)%20radar.email.security.timeseries_groups%20%3E%20(model)%20timeseries_group_spf_response%20%3E%20(schema)>)

class TimeseriesGroupThreatCategoryResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

serie\_0: Serie0

brand\_impersonation: List\[str] Link to this property credential\_harvester: List\[str] Link to this property identity\_deception: List\[str] Link to this property link: List\[str] Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.timeseries_groups%20%3E%20(model)%20timeseries_group_threat_category_response%20%3E%20(schema)>)

class TimeseriesGroupSpoofResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

Link to this property

date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

Link to this property

units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

Link to this property

Link to this property

serie\_0: Serie0

not\_spoof: List\[str] Link to this property spoof: List\[str] Link to this property

Link to this property

[Link to this property](<#(resource)%20radar.email.security.timeseries_groups%20%3E%20(model)%20timeseries_group_spoof_response%20%3E%20(schema)>)

class TimeseriesGroupTLSVersionResponse: …

meta: Meta Metadata for the results.

agg\_interval: Literal\["FIFTEEN\_MINUTES", "ONE\_HOUR", "ONE\_DAY", 2 more] Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to Aggregation intervals.

One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property

Link to this property

confidence\_info: MetaConfidenceInfo

annotations: List\[MetaConfidenceInfoAnnotation]

data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations.

One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property

Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property

event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations.

One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property

Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property

Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property

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date\_range: List\[MetaDateRange]

end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property

Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property

normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods.

One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property

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units: List\[MetaUnit] Measurement units for the results.

name: str Link to this property value: str Link to this property

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serie\_0: Serie0

tls\_1\_0: List\[str] Link to this property tls\_1\_1: List\[str] Link to this property tls\_1\_2: List\[str] Link to this property tls\_1\_3: List\[str] Link to this property

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[Link to this property](<#(resource)%20radar.email.security.timeseries_groups%20%3E%20(model)%20timeseries_group_tls_version_response%20%3E%20(schema)>)