Character In. Do either of the following, depending on what format you want to download the project in: PDF: Select Project > Download PDF. Create some views for convenience. Column headers for these lookup files do not change over time, so headers are not included in each data feed file. Classes Advocated courses Instructor Certification News Instructor-led get Browse. Experiential League. The path the visitor takes though a website is called the clickstream. Search;. Will continue to dig deeper to see if it continues. Adobe Clickstream Data Column Reference. Now, any Analytics site can create them. - multi select clickstream data feed templates (to add or remove) - see columns by category of some sort. . Clickstream Data Source. Kevin, A4T is represented by the post_tnt and post_tnt_action variables. 6. In Clickstream Data Column Reference, there are two columns, event list and post_event_list. tsv file. varchar (244) visit_num. Use the Analytics Data Insertion API to upload the last 2 years worth of data into the new ORG ID/Report Suite; Is this accurate? Just to be clear, it is important that all of the data is ported over to the new report suite just as if the data was collected client-side with appMeasurement. # 8. Community home Advertising Analytics Audience Manager Campaign Classic v7 & Campaign v8 Campaign Standard Developer Experience Cloud Experience Manager Sites & More Experience Platform Journey Optimizer Target Real-Time Customer Data Platform Workfront Creative Cloud Document Cloud Commerce Marketo EngageAdobe Analytics Champions applications are now OPEN!. Hi cherry-annc97254407, The standard clickstream feed file names are predefined and can't be changed. Yes, direct access to Adobe Analytics data allows marketing professionals and data analysts the ability to undertake an analysis of consumer patterns and behaviors within tools like Tableau,. Analytics > Admin > Report Suites > Edit Settings > General > - 447091. The URLs and click streams shows the URLs that were clicked the most during a delivery, or several deliveries if they are linked to a campaign or program. Include only rows where event_list contains the purchase event. Your team can then use that information to make vital business decisions. Choose this option if you want the downloaded file to contain all the displayed (visible) tables and visualizations in the project. Signature With. 0: All page view calls and trackState calls from mobile SDK’s. It’s called Data Feeds. From the limited data set we are looking at (only one report suite out of 12) and only a subset of the year it could be business impacting. You can sort the requests listed in the Request Manager in ascending or descending order. samples. Removing bot traffic can provide a more accurate measurement of user activity on your website. Reporting. Visit technical documentation for Adobe Analytics Data Feed connector. Web SDK (Adobe. Learn. Skip to main content. Use this if a particular data column does not apply to the current record. The file provides friendly names for the post_tnt and post_tnt_action columns. This raw clickstream. Data warehouse refers to the copy of Analytics data for storage and custom reports, which you can run by filtering the data. Additionally, I don't believe this is an issue with the exclude_hit because the # of visits I am seeing in the data is much lower than the Adobe report (12M vs. The Data Dictionary in Analysis Workspace helps both users and administrators keep track of and better understand the components in their Analytics environment. Column headers for these lookup files do not change over time, so headers are not included in each data feed file. 90 or higher, or AppMeasurement version 1. If I use the "no longer used" columns (such as "click_action" or "click_action_type" etc. Society. Courses Recommended study Tutorials Certification Events Instructor-led train Browse content library View all learning options. from keywords. Businesses typically use Data Feeds for more complex analytical needs such as forecasting, clustering, machine learning, data products, and for combining with other data sources. 14-06-2019 15:29 PDT. getState (); Above code returns the current state of the Adobe Client Data Layer. With the final cbind command, we’ve created a 500 row x 1562 column dataset representing a sample of rows from one day of the Adobe Clickstream Data Feed. - visit_num is assigned 0 when that hitting was nay completely processed due to some reason, like - supposing it was identified as a breeding, or if it was a A4T unstitched whack, or if the punch made opted-out or expelled, etc. Customer Journey calculation, Machine Learning, etc. This raw data can be used in other platforms outside of Adobe to use at your organization’s discretion. This is where. Solved: In Clickstream Data feed file, what is the difference between this columns? pagename vs. Important: See What's New to learn about an upcoming column expansion that impacts all data feedscustomers. carrier Carrier Name Mobile attributes See full list on experienceleague. See PER Modifier Headings . Stack Overflow Public questions & answers; Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Talent Build your employer brand ; Advertising Reach developers & technologists worldwide; About the companyAt present Adobe Analytics data feeds do not contain the columns that contains all contextData sent with a hit. Select Download Sample XML Data. That said, I get what you are trying to do. Snowplow is a data collection platform actively developed by Snowplow Analytics. IMPORTANT: Once you set a column template, ALL report suites being delivered to the configured destination must follow the same column template. Just go to “Admin” > “Data Feeds”. Instead, mystery recommendation is to select the fresh advocated non-premium template. I seem to see multiple campaign IDs in one hit in our ClickStream data but I am not sure. Clicking following on the “+ Add” button. Parse the post_product_list column to extract all price data. page_event value. If you are familiar with Adobe Analytics, you will see that CJA has a similar look. Experience Leg. More and more corporations live hiring data analysts and these people want all the data they can get. After reviewing the documentation, I realized that I needed to set-up the query to parse out the. Hope this helps!Returns the count of rows for a given column (the number of unique elements reported within a dimension). Sign Included. Three hits mean paying three times upon one single user click. Each operator has a distinct purpose. cookie_id: datetime_col: String: Column name of timestamp column. Solved! Go to. String (255 characters) en-us, ja;q=0. Open the browser’s developer tools and navigate to the . Special characters in any column. Create a template. Toggle navigation randyzwitch. Solved: Included Clickstream Data feed file, that is the difference amid these columns? pagename vs. - upload clickstream data feed templates. Obviously, I am not talking about the concept of a data warehouse, but what is the Data Warehouse in Adobe Analytics. Clickstream is a sequence of events that represent visitor actions within the application or website. Community. For example, I have [mobile_device_type] and [Last Touch Channel] in "Data WareHouse", We have the lookup tables, however; my DBA is looking for the structure (column names and variable types/widths) for each of the lookup tables. Learn. Setting up the clickstream data feed. 13 MB of RAM…extrapolating to 1 million rows, you would need 12. Create the Links On Page Report including a ranked list of all the links the page (by link ID), the click information (# and %) and the region in the page. A clickstream comprises a massive amount. Setting up the clickstream dates feeder. # rename the hit_data file to match enclosing filename. Alternatively, if you are using IAM, you can find it under Users. Sign In. The minimum of the columns in each row. Here is the documentation link for me same. Learn. However, most likely your analysis will require using multiple days/weeks/months of data, and given the size and complexity of the feed, loading the files into a relational database. After creating a Data Sources instance, the tool provides an FTP location that you can use to upload Data Sources files. Log into Adobe. Table data describing the columns in of data feed. 0-apis development by creating an account on GitHub. Supported Notes; Capture deletes: Custom data: check: All tables and fields: Data blocking: check: Column level. Bulk Data Insertion, Data Repair (Beta) and Report Suite APIs Latest Jul 16, 2020. If you cannot see a specific column, click the column icon in the top-right. When it were to say "hits are excluded when exclude_hit > 0" that would be correct, but if you were writing a query you wouldn't desire to use. Table data describing the columns in the data feed. The data comes out of Adobe Analytics in TSV format and you’d naturally expect that the data is ‘flat’ (meaning just rows and columns). This issue was raised nearly three years ago and in that time it appears the documentation has consistently referenced "Adobe plans to support IPv6 addresses in the future. Customer Journey Analytics is Adobe’s next-generation Analytics solution that lets you use the power of Analysis Workspace with data from Adobe Experience Platform. Hope this helps. 0 or higher, or Adobe Analytics tags extension v1. Signatures In. Stack Overflow Public questions & answers; Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Talent Build your employer brand ; Advertising Reach developers & technologists worldwide; Labs The future of collective knowledge sharing; About the companyEdit Column Settings. ) in the Adobe clickstream feed. Removing bot traffic can provide a more accurate measurement of user activity on your website. js. Solved: Hi all, I am momentarily using clickstream file to build my own reports / visualization (as it is a piece of a bigger project) additionally was - 236524. To row clickstream data forms the data set that is often by Tile Analytics. Using several tools (R, Hadoop, Data Workbench…), it the possible to dig deeper into that data to uncover invisible gems or creates more sophisticated company. “Uniques exceeded” is counted as 1. Page Views Custom Links Event List Visits Ordering Hits -> Follow a Visit Unique Visitors. Download carrier_headers. You can change how the details are shown in their respective visualization settings. You can edit column settings for an individual column or for multiple columns simultaneously. Clickstream Data Ingestion Pertaining getting data based on visits/visitors, there are a few good writeups on the topic. . Hope this helps!Returns the count of rows for a given column (the number of unique elements reported within a dimension). I am trying to understand how to model the clickstream data such that reporting tools such as Tableau, MicroStrategy can make reports on top of them. But, I need a PK in the table for optimization. Sign Into. With this background, let me illustrate how you would construct a few of. See Manage data feeds. Basically, looking to the column that would be equivalent to the mobile device type report on the front-end. As I began to analyze the data, I just found it is difficult to integrate the two data source. - What is delivered by the Data Feed? - How to work with RAW Data for debugging? - Key Columns/Standard Columns vars and post_vars - More Specific Columns and Queries . Documentation. In the Data Dictionaries page, tap Select and then tap a data dictionary to select it. The feature of these two columns - 221313. Adobe Clickstream data exists at the second level, meaning, that for every 1 ECID (Adobe Experience Cloud ID), we have multiple records. If exclude_hit is equal to 0 this means the hit was not expelled. It would be nice to be able to do the following: - delete clickstream data feed templates. Locate the Events section. Experience League. Looking up the SDR will tell us the meaning of Custom Event 1, 2 and 3. Databricks. It provides valuable insights into user behavior, preferences, and patterns, enabling businesses to optimize website design, marketing strategies, and user. I am trying to understand how to model the clickstream data such that reporting tools such as Tableau, MicroStrategy can make reports on top of them. The quick and easy way is to set all columns to STRING and during querying time cast the. To create a Customer Journey Analytics Connection, you need the following permissions in Adobe Admin Console: Adobe Experience Platform: Data Modeling: View Schemas, Manage Schemas. See the navigation menu under Dimensions overview and Metrics overview for more variables that Adobe can potentially collect data under. Clear Input Form: Click to reset the form. Data that is collected from web sites, cell apps, or is uploaded using labyrinth service Honeybee or dating sources, is processed or stored in Adobe's Data Warehouse. Adobe Analytics has many ways to use the data collected in the report suites. Until not so oblong ago, setting the data enter requirement a consultant or buyer care. SanjayRead real-world use cases of Adventure Cloud my written with my peersSolved: Able someone direct you to a resource such provides a Column Reference for the Lookup tables provided with one Clickstream Data - 228099. Let us know if you've any queriesAdd activity map fields in clickstream feed. Courses Tutorials Certification Events Instructor-led preparation View get learning option. If you wanted to go your own route in device type, parsing the user agent would be the best way to go. Solved: In Clickstream Data Column Reference, there are two dividers, conference tabbed and post_event_list. Learn. js, Adobe Experience Platform tags, and the Web SDK (alloy. Just go to “Admin” > “Data Feeds”. Store - save valid events to a cloud data warehouse. I am trying to download clickstream data from Google. Community. This lookup file is useful for customers that receive Adobe’s clickstream data feed. We build an ingestion pipeline to capture the high-velocity data stream from a client-side browser through Apache Storm, Kafka,. Table data describing the columns in the dates feed. SOLVED Segmenting Mobile Device Type in Clickstream Data. Reporting. I believe so, which would be derived from the user_agent column. I need to be able to identify each row uniquely. Adobe Marketing Cloud ClickStream Data Feeds - · PDF fileClickstream Data Feeds Help Important: See What's New to learn about an upcoming column expansion that impacts all data feeds; of 39 /39. The data set from Adobe includes lookup tables and the hit source data, which reflects the raw adobe analytics events. existing data and streaming data, all in real time. Learn. Pull tables directly from Databricks. . The “post” columns are used by Adobe Analytics for reporting, so I typically recommend always using the “post” columns unless doing some debugging to see how the data changed. To access Column Settings, drag a Freeform Table to the project, then click the gear icon in the column heading. Community home Advertising Analytics Audience Manager Campaign Classic v7 & Campaign v8 Campaign Standard Developer Experience Cloud Experience Manager Sites & More Experience Platform Journey Optimizer Target Real-Time Customer Data Platform Workfront Creative Fog Document Cloud Handelsbeziehungen Marketo EngageToday I will explain of uncooked information from Adobe Analytics, the clickstream data feed. Let us know if you've any queriesCreated for: User. Here are our. When you hear the term “clickstream,” imagine a roadmap. Assuming you made the decision and you want to take advantage of clickstream data there are a few things that will ensure the process goes smoothly, especially if you have a more complex setup. Please find below SQL query for the same, select dd, count( distinct (. Education. Carrier name. Learn. Experience League. It includes: Data feeds: Receive an hourly or daily export of raw data. Typically clickstream data can reach around 2-3TB/day in size. Created for: User. Must contain atleast a timestamp column, unique identifier column such as cookie ID. I have data from Adobe Analytics coming from "Clickstream Datafeed" and "Data WareHouse" separately (same Report Suite ID, same Time period). Environment back who clickstream data feed. And I'll be presenting at Summit in a technical lab if interested: Become an Adobe Analytics Data Feed NinjaHello. Contributors 38 + 27 contributorsRead writing about Clickstream in Adobe Tech Blog. They effectively contain all the information that Adobe Analytics needs to build its reports. Run Data Connector from the menu Add-ons > Data Connector for Adobe Analytics. Customer Journey Analytics. dimension. Display datas describing which pages in the data feed. Solved: In Clickstream Data Column Reference, there are two columns, event list furthermore post_event_list. Signature In. Hi, I was trying to match some events for clicks at a hit level for Cart Adds, and was unsure of why the numbers differed between the Ad-Hoc Tool and my aggregations. post_page_event value. js). The file provides friendly names for the post_tnt and post_tnt_action columns. Visits: This metric in context of Data Warehouse excludes non-persistent cookie visits. Click then on the “+ Add” button. Table data describing the columns in the dates feed. We can break it down into the following steps: Track - capture an event and send it to the collector. I am looking to validate Adobe clickstream data in our company's data warehouse. Data feeds are a powerful way to get raw data out of Adobe Analytics. Normally things go the other way, in to something like Big Query. Mark as New; Follow;. The visitor_id column ties hits to the same visitor. Courses Tutorials Events Instructor-led training Tutorials Events Instructor-led training If it's going into an SQL-type database, you can use commands like WHERE or HAVING to effectively segment data. api; azure-blob-storage; clickstream;. ; The pagename column populates the Pages dimension. Packages 0. Depending on the requirement, we can opt to export data from a specific stage in the processing order. The descriptions is these two columns - 221313. After reviewing the documentation, I realized the IODIN needed to set-up the query to parse out this diffe. With this background, let me illustrate how you would construct a few of. ). Admin. How League. It is an Adobe-internal column that is no longer used, and was not intended to be visible in the Data Feeds manager. Effective December 31, 2023, Adobe intends to discontinue Reports & Analytics and its accompanying reports and features. . User’s interactions with websites are collected, with applications like Adobe analytics and Tealium. Also, I have a few basic data feed query examples here: Using Adobe Analytics Data Feeds and SQL for Basic Reporting – The Data Feed Toolbox. Thank you! Community home Advertising Analytics Audience Manager Campaign Classic v7 & Campaign v8 Campaign Standard Developer Experience Cloud Experience Manager Sites & More Experience Platform Journey Optimizer Target Real-Time Customer Data Platform Workfront Creative Cloud Document Cloud Commerce Marketo Engage Check exclude_hit column value. Hi cherry-annc97254407, The standard clickstream feed file names are predefined and can't be changed. Add the noDbIndex="true" attribute in the link definition to prevent Adobe Campaign from creating an index on the values stored in the source table of the link. Hit type. 8: No longer used; Previous versions of Adobe Advertising Cloud data sources 9: No longer used; Adobe Social summary metrics 10: Audience Manager server-side forwarding used: tinyint unsigned: hit_time_gmt: The timestamp of the hit Adobe data collection servers received the hit, based in UNIX® time. Thanks for any pointers. Select a column header again to sort it in descending order. With the Live Stream feature in Adobe Analytics, you can access hit-level, unprocessed data in near real time (30 to 90 seconds), which you can use in live-traffic dashboards. # 10. It can break down, filter, query, and visualize years’ worth of data, and is combined with Platform’s ability to hold all kinds of data schemas and. The Adobe Analytics or AA Loader process provides the ability to bring raw Adobe Analytics clickstream data into a customer environment from the specified location where Adobe places the files (i. ipynb","path":"Adobe Analytics - Analytics Data Feed. Find self-help, customer support, and more for an array of reporting tools such as Analysis Workspace, Report Builder, Reporting API, Data Workbench, and Activity Map. Admin. Bringing clickstream data into a centralised place and combining it with other data sources for rich analytics is. HomeRead real-world use cases of Experience Cloud products written by your peersLookup header reference. Experiential League. 5. accept_language. Event List Clickstream Data. Click the Feeds tab to see overarching feeds that create these jobs. Courses Recommended courses Tutorials Certifications Events Instructor-led teaching Pasture content library View all studying options. In actual raw data, the concatenated values of visid_high and visid_low determine visitor ID. Snowplow is a data collection platform actively developed by Snowplow Analytics. Available columns: All available data columns in Adobe Analytics. Teach. If you have purchased Adobe Data Warehouse, Standard Data Feeds you can set up your own Analytics data feeds. victor_lau1. Row Sum. 1 Accepted Solution. Depending on the requirement, we can opt to export data from a specific stage in the processing order. Hi Warren, the guidelines in my post are for the lookup columns, not the hit data columns. Documentation. Also, when you are consuming a live data feed, an hourly and daily. Study. I think the solution would be to populate an eVar with their first page value, but I was wondering if there is a way to appending something into a URL based on a customer visiting a specific page?The Combo chart visualization makes it easy to quickly build a comparison visualization without having to build a table first. Until not that long ago, setting the data feed required a consultant or client care. The browser ID (has lookup table) actually. Variable used in the Visit number dimension. It includes clicks, views, and related context, such as page load time, browser or device used. Finally, you need to select the columns. Signature With. I am looking to validate Adobe clickstream data in our company's data warehouse. After reviewing the documentation, I realized that I needed to set-up the polling to parse out the diffe. Experienced League. Visits - All Visitors: This metric in context of Data Warehouse has closer parity with the visits metric in other tools within Adobe Analytics. kanikas19907318. I am working to bring in our Clickstream data into a local database for deeper analysis correlated with internal data. Courses Recommended courses Tutorials Certification Events Instructor-led training. Sign In. According to Adobe documentation, data feeds are an export of the clickstream data received by Adobe. Data Feed FTP accounts allow 10GB (by default). Clickstream data is record of a user’s online activity, including the sequence of web pages visited, the time spent on each page, and the actions taken, such as clicks and searches. Learn more. Experience League. Solved: In Clickstream Data Column Reference, there are two dividers, conference tabbed and post_event_list. . Skip to main content. Edit Column Settings. ) I get data, but if I use the following columns I get absolutely nothing : "clickmaplink" "clickmaplinkbyregion" "clickmappage" "clickmapregion"The Clickstream data has a column (post_event_list) in which for every hit we have references such as 1, 2, 3 and so on. Today I will explain the raw data from Adobe Analytics, the clickstream data. com Hi Warren, the guidelines in my post are for the lookup columns, not the hit data columns. Welcome to the Adobe Analytics documentation home page. Learn. victor_lau1. Activity Map data cannot be collected unless you update to Web SDK version 2. Looking up the SDR will tell us the meaning of Custom Event 1, 2 and 3. Using sundry tools (R, Hadoop, Data Workbench…), itp is can to dig further into the data to uncover hidden beads or create more sophisticated reports. Seminars Lesson Certification Occurrences Instructor-led training View all educational options. This paper presents an approach to analyzing consumers’ e-commerce site usage and browsing motifs through pattern mining and surfing behavior. In response to GitHub issue #158, date. Setting up the clickstream data feed. post_pagename_no_url - 193967 See Data column reference under Data Feeds for more information. The key depends of what you have in the other dataser to match it with. It’s called Data Feeds. Data warehouse refers to the copy of Analytics data for storage and custom reports, which you can run by filtering the data. The “post” columns are used by Adobe Analytics for reporting, so I typically recommend always using the “post” columns unless doing some debugging to see how the data changed. For example, I have [mobile_device_type] and [Last Touch Channel] in "Data WareHouse", Event List Clickstream Data. Courses Tutorials Certification Events Instructor-led training View all how optional. Thanks!As normalized as the Adobe Clickstream Data Feed is, there is one oddity: the events per server call come in a comma-delimited string in a single column with a lookup table. Click a column header to sort it in ascending order. Use a Combo chart to. Learn. Impact of Government Regulations On The Global Clickstream Analytics Market 3. Global Clickstream Analytics Market, By Component 4. We have done this test with a public dataset named `bigquery-public-data. PER Modifiers . Row Min. . visit_page_num - tell the page number of the visit (filter this column for 1) page_event - tells the custom link calls - (filter to only include 0 - that is normal page view) Lookout for visits in the data feed and that should give you Bounces. Having a good understanding of how to use these feeds will allow you to use Analytics data in ways that aren’t possible through LiveStream, the Web Services. About Data Collection. Once you have created a data dictionary, you can download it as an XML sample data file to make text entries in it. Choose this option if you want plain-text data. After reviewing the documentation, I realized that I needed to set-up the query to parse out the. The post_tnt_action represents all tests qualified for on that hit. The panel drop zone now has drop-down filtering capabilities. They can be sent to any FTP account (either one set up by Adobe or an external FTP). This section describes the files found in a. To efficiently send clickstream data from Adobe Analytics to Snowflake, use Adobe Experience Platform (AEP). The URLs and click streams shows the URLs that were clicked the most during a delivery, or several deliveries if they are linked to a campaign or program. To access Column Settings, drag a Freeform Table to the project, then click the gear icon in the column heading. In my previous MapD post, I loaded electricity data into MapD Community Edition, intentionally ignoring the what of the data to keep that post from being too overwhelming. Data is delivered in hourly batches at the conclusion of each hour, or in daily batches at the conclusion of each day. Using various tools (R, Hadoop, Intelligence Workbench…), it is possible to dig deeper the the dates to uncover hidden gems or create more sophisticated reports. They can be sent to any FTP account (either one set up by Adobe or an external FTP). Data is delivered in hourly batches at the conclusion of each hour, or in daily batches at the conclusion of each day. The contents of the Gzip file from Adobe Analytics includes a primary table named hit_data. Hello. I am see the matchings aforementioned number of visits with adenine "Cart Add" event between the offline data furthermore the report suite. Suffer League. Documentation. I am looking the match the number of virtual with a "Cart Add" event between the offline data and the report suite. Thanks! Apologies there, I got my tools mixed up Data Warehouse is where you can apply segments, and not data feeds. The column sizes for the hit data varies widely and should be set based on the reference table Ryan linked above. For Clickstream and Data Sources you can add various variables by opening the Dimensions and Metrics menu that will display the variable. 5. Use various tools (R, Hadoop, Data Workbench…), it the possible to dig deeper into the data to uncover hidden gems or compose more sophisticated reports. Having the data denormalized in this fashion takes 6. Solved! I have data from Adobe Analytics coming from "Clickstream Datafeed" and "Data WareHouse" separately (same Report Suite ID, same Time period). 1 Answer. Sign In. Solved: Could someone immediate me to a resource that provides a Column Reference since the Lookup tables provided are the Clickstream Evidence - 228099. Currently we are exploring tools to faster process our clickstream data and adobe is. Clickstream Data Column Reference. ; The pagename column populates the Pages dimension. Each table is represented by summary numbers and charts. If you have purchased Adobe Data. To access Column Settings, drag a Freeform Table to the project, then click the gear icon in the column heading. Courses Recommended online Study Certification Events Instructor-led training Browse content library View all learning options. News, updates, and thoughts related to Adobe, developers, and technology. See Date . post_pagename_no_url - 193967Download a sample data file from a data dictionary. It can break down, filter, query, and visualize years’ worth of data, and is combined with Platform’s ability to hold all kinds of data schemas and. Feed Name: Required. Unfortunately, this isn’t the case. Three hits mean paying three times upon one single user click. We suggest using the Adobe Analytics clickstream data column reference called “All Columns Premium 2018”. See PER Modifier Headings . Once inside the Streams runtime, our piece of click-stream data is passed through these analytical models, also known as operators. When you hear the term “clickstream,” imagine a roadmap. For example, the irst might log each visitor’s current and past clicks on the website or app in ques-tion. Analytics Export Guide. 0 or higher, or Adobe Analytics tags extension v1. Hi, I suppose this DataFeed Column Reference Document will help you out - - 216669 The Problem is that the Clickstream data does not have a one-to-one mapping between columns and metrics. These data can have two different formats: Standard Data Feeds.