これはすごい. Syntax Data type Notes <bool> boolean Use true or false. Truth be told, I'm not sure which command I ought to be using to join two data sets together and comparing the value of the same field in both data sets. Description. These commands can be used to build correlation searches. JSON. 0, b = "9", x = sum (a, b, c)Therein lies the first potential problem; I couldn't figure out a way to compare event statuses by IDs between all the events within a single search, so I went for this approach of adding an additional status for approved, and 'not approved' for everything else (there are many different activities and events within each category), getting the. hello splunk communitie, i am new to splunk but found allot of information allready but i have a problem with the given statement down below. Use this argument when a transforming command, such as , timechart, or , follows the append command in the search and the search uses time based bins. So in pseudo code: base search | append [ base search | append [ subsearch ] | where A>0 | table subsearchfieldX subsearchfieldY ] View solution in. The single value version of the field is a flat string that is separated by a space or by the delimiter that you specify with the delim argument. I think you need to put name as "dc" , instead of variable OnlineCount Also your code contains a NULL problem for "dc", so i've changed the last field to put value only if the dc >0. Statistics are then evaluated on the generated clusters. 03-02-2023 04:06 PM. You can use the join command to combine the results of a main search (left-side dataset) with the results of either another dataset or a subsearch (right-side. Syntax: maxtime=<int>. Subsecond time variables such as %N and %Q can be used in metrics searches of metrics indexes that are enabled for millisecond timestamp resolution. 1 Karma. user!="splunk-system-user". 05-01-2017 04:29 PM. I started out with a goal of appending 5 CSV files with 1M events each; the non-numbered *. The appendcols command can't be used before a transforming command because it must append to an existing set of table-formatted results, such as those generated by a transforming command. The map command is a looping operator that runs a search repeatedly for each input event or result. With the dedup command, you can specify the number of duplicate events to keep for each value of a single field, or for each combination of values among several fields. The search commands that make up the Splunk Light search processing language are a subset of the Splunk Enterprise search commands. 75. csv and make sure it has a column called "host". Description. Splunk, Splunk>, Turn Data Into Doing, Data-to-Everything, and D2E are. Usually to append final result of two searches using different method to arrive to the result (which can't be merged into one search) e. Description. 0. pdf from MATHEMATIC MATFIN2022 at University of Palermo, Argentina. rex command matches the value of the specified field against the unanchored regular expression and extracts the named groups into fields of the corresponding names. Yes, same here! CountA and CountB and TotalCount to create a column for %CountA and %CountB I need Splunk to report that "C" is missing. tks, so multireport is what I am looking for instead of appendpipe. If the first argument to the sort command is a number, then at most that many results are returned, in order. USGS Earthquake Feeds and upload the file to your Splunk instance. I have a search that utilizes timechart to sum the total amount of data indexed by host with 1 day span. 0. 2. The number of unique values in. Stats served its purpose by generating a result for count=0. 2 Karma. time_taken greater than 300. | appendpipe [stats sum (*) as * by TechStack | eval Application = "Total for TechStack"] And, optionally, sort into TechStack, Application, Totals order. 1 -> A -> Ac1 1 -> B -> Ac2 1 -> B -> Ac3. You can simply use addcoltotals to sum up the field total prior to calculating the percentage. csv. Follow. Splunk Fundamentals Part 3 Learn with flashcards, games, and more — for free. "'s count" After I removed "Total" as it's in your search, the total lines printed cor. cluster: Some modes concurrency: datamodel: dedup: Using the sortby argument or specifying keepevents=true makes the dedup command a dataset processing command. The append command runs only over historical data and does not produce correct results if used in a real-time search. The number of events/results with that field. . You can specify a list of fields that you want the sum for, instead of calculating every numeric field. Fields from that database that contain location information are. Multivalue stats and chart functions. user. but wish we had an appendpipecols. Jun 19 at 19:40. Successfully manage the performance of APIs. And then run this to prove it adds lines at the end for the totals. This gives me the following: (note the text "average sr" has been removed from the successfulAttempts column) _time serial type attempts successfullAttempts sr 1 2017-12 1 A 155749 131033 84 2 2017-12 2 B 24869 23627 95 3 2017-12 3 C 117618 117185 99 4 92. Strings are greater than numbers. . csv. Dashboards & Visualizations. Ideally I'd like it to be one search, however, I need to set tokens from the values in the summary but cannot seem to make that happen outside of the separate. Same goes for using lower in the opposite condition. This example uses the sample data from the Search Tutorial. sid::* data. Additionally, for any future readers who are trying a similar approach, I found that the above search fails to respect the earliest values from the lookup, since the second | stats earliest(_time) as earliest latest(_time) as latest by ut_domain,. Use caution, however, with field names in appendpipe's subsearch. The appendcols command must be placed in a search string after a transforming command such as stats, chart, or timechart. "My Report Name _ Mar_22", and the same for the email attachment filename. Splunk Data Fabric Search. The appendcols command must be placed in a search string after a transforming command such as stats, chart, or timechart. This terminates when enough results are generated to pass the endtime value. printf ("% -4d",1) which returns 1. Community; Community; Getting Started. The email subject needs to be last months date, i. Description. For example, where search mode might return a field named dmdataset. Typically to add summary of the current result set. Ideally I'd like it to be one search, however, I need to set tokens from the values in the summary but cannot seem to make that happen outside of the separate search. Thanks for the explanation. I want to add a row like this. All time min is just minimum of all monthly minimums. If set to hec, it generates HTTP Event Collector (HEC) JSON formatted output:| appendpipe [stats count | where count = 0] The new result is now a board with a column count and a result 0 instead the 0 on each 7 days (timechart) However, I use a timechart in my request and when I apply at the end of the request | appendpipe [stats count | where count = 0] this only returns the count without the timechart span on 7d. Reply. However, when there are no events to return, it simply puts "No. If I add to the appendpipe stats command avg("% Compliance") as "% Compliance" then it will not take add up the correct percentage which in this case is "54. SplunkTrust. Description. We should be able to. Each result describes an adjacent, non-overlapping time range as indicated by the increment value. Additionally, for any future readers who are trying a similar approach, I found that the above search fails to respect the earliest values from the lookup, since the second | stats earliest(_time) as earliest latest(_time) as latest by ut_domain,. First create a CSV of all the valid hosts you want to show with a zero value. Unlike a subsearch, the subpipeline is not run first. The IP address that you specify in the ip-address-fieldname argument, is looked up in a database. Unlike a subsearch, the subpipeline is not run first. For information about using string and numeric fields in functions, and nesting functions, see Evaluation functions . The savedsearch command always runs a new search. index=_introspection sourcetype=splunk_resource_usage data. addtotals command computes the arithmetic sum of all numeric fields for each search result. 0 Karma. When doing this, and looking at the appendpipe parts with a subsearch in square brackets [] after it, is to remove the appendpipe and just run the data into the next command inside the brackets, until you get to the end of. Description: A destination field to save the concatenated string values in, as defined by the <source-fields> argument. In this video I have discussed about three very important splunk commands "append", "appendpipe" and "appendcols". Please don't forget to resolve the post by clicking "Accept" directly below his answer. Total nobs is just a sum. This command is not supported as a search command. Analysis Type Date Sum (ubf_size) count (files) Average. function returns a list of the distinct values in a field as a multivalue. We had to give full admin access in the past because they weren't able to discern what permissions were needed for some tools (ES, UBA, etc). Specify different sort orders for each field. Unlike a subsearch, the subpipe is not run first. You can specify a split-by field, where each distinct value of the split-by field becomes a series in the chart. conf23 User Conference | SplunkThe iplocation command extracts location information from IP addresses by using 3rd-party databases. Solution. Call this hosts. This command is considered risky because, if used incorrectly, it can pose a security risk or potentially lose data when it runs. 0 Karma. | where TotalErrors=0. Building for the Splunk Platform. For example, if you want to specify all fields that start with "value", you can use a wildcard such as. What exactly is streamstats? can you clarify with an example?4. The appendcols command can't be used before a transforming command because it must append to an existing set of table-formatted results, such as those generated by a transforming command. Syntax This search demonstrates how to use the append command in a way that is similar to using the addcoltotals command to add the column totals. 11. Search for anomalous values in the earthquake data. Enterprise Security uses risk analysis to take note of and calculate the risk of small events and suspicious behavior over time to your environment. Removes the events that contain an identical combination of values for the fields that you specify. Any insights / thoughts are very. rex. The iplocation command extracts location information from IP addresses by using 3rd-party databases. This example uses the data from the past 30 days. 3K subscribers Join Subscribe 68 10K views 4 years ago Splunk. Example 2: Overlay a trendline over a chart of. . I have a search that displays new accounts created over the past 30 days and another that displays accounts deleted over the past 30 days. You can also combine a search result set to itself using the selfjoin command. Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type. For example I want to display the counts for calls with a time_taken of 0, time_taken between 1 and 15, time_taken between 16 and 30, time_taken between 31 and 45, time_taken between 46 and 60. See Use default fields in the Knowledge Manager Manual . Description: Specify the field names and literal string values that you want to concatenate. hello splunk communitie, i am new to splunk but found allot of information allready but i have a problem with the given statement down below. FYI you can use append for sorting initial results from a table and then combine them with results from the same base search; comparing a different value that also needs to be sorted differently. To send an alert when you have no errors, don't change the search at all. splunkdaccess". It's no problem to do the coalesce based on the ID and. Removes the events that contain an identical combination of values for the fields that you specify. Edge Processor: Cost-Effective Storage via Large Log ReductionDescription: When set to true, tojson outputs a literal null value when tojson skips a value. For more information, see Configure limits using Splunk Web in the Splunk Cloud Platform Admin Manual. It makes too easy for toy problems. The subpipeline is run when the search reaches the appendpipe command. However, to create an entirely separate Grand_Total field, use the appendpipe. Description: A destination field to save the concatenated string values in, as defined by the <source-fields> argument. The most efficient use of a wildcard character in Splunk is "fail*". appendpipe transforms results and adds new lines to the bottom of the results set because appendpipe is always the last command to be executed. The subpipeline is run when the search reaches the appendpipe command. Most ways of accessing the search results prefer the multivalue representation, such as viewing the results in the UI, or exporting to JSON, requesting JSON from the command line search with splunk search ". I want to add a row like this. 03-02-2021 05:34 AM. Solved: Hello, I am trying to use a subsearch on another search but not sure how to format it properly Subsearch: eventtype=pan ( The metadata command returns a list of sources, sourcetypes, or hosts from a specified index or distributed search peer. COVID-19 Response SplunkBase Developers Documentation. To send an alert when you have no errors, don't change the search at all. Appends the fields of the subsearch results to current results, first results to first. The subpipeline is run when the search reaches the appendpipe command. What is your recommendation to learn more of Splunk queries for such more nuanced behaviors/performance. PS: I have also used | head 5 as common query in the drilldown table however, the same can also be set in the drilldown token itself. but then it shows as no results found and i want that is just shows 0 on all fields in the table. Rename a field to _raw to extract from that field. This command supports IPv4 and IPv6 addresses and subnets that use CIDR notation. The subpipeline is run when the search reaches the appendpipe command. Time modifiers and the Time Range Picker. . See the Visualization Reference in the Dashboards and Visualizations manual. I currently have this working using hidden field eval values like so, but I. " This description seems not excluding running a new sub-search. See moreappendpipe - to append the search results of post process (subpipeline) of the current resultset to current result set. For information about Boolean operators, such as AND and OR, see Boolean. The Splunk's own documentation is too sketchy of the nuances. tks, so multireport is what I am looking for instead of appendpipe. 7. If both the <space> and + flags are specified, the <space> flag is ignored. appendpipe: bin: Some modes. The fieldsummary command displays the summary information in a results table. Syntax: maxtime=<int>. Try this: index=main "SearchText1" | eval Heading="SearchText1" | stats count as Count by. source=* | lookup IPInfo IP | stats count by IP MAC Host. For ex: My base query | stats count email_Id,Phone,LoginId by user | fields - count Is my actual query and the results have the columns email_id, Phone, LoginId and user. The subsearch must be start with a generating command. Here is the basic usage of each command per my understanding. The answer you gave me gives me an average for both reanalysis and resubmission but there is no "total". 1 WITH localhost IN host. Alternatively, you can use evaluation functions such as strftime(), strptime(), or tonumber() to convert field values. You can replace the null values in one or more fields. Splunk Data Stream Processor. 02-04-2018 06:09 PM. Use this argument when a transforming command, such as , timechart, or , follows the append command in the search and the search uses time based bins. SplunkTrust 03-02-2021 05:34 AM appendpipe is operating on each event in the pipeline, so the first appendpipe only has one event (the first you created with makeresults) to work with, and it appends a new event to the pipeline. Splunk Administration; Deployment Architecture; Installation;. I've created a chart over a given time span. convert Description. I'd like to show the count of EACH index, even if there is 0. JSON functions: json_extract_exact(<json>,<keys>) Returns Splunk software native type values from a piece of JSON by matching literal strings in the event and extracting them as keys. 75. BrowseUse the time range All time when you run the search. Otherwise, dedup is a distributable streaming command in a prededup phase. However, I am seeing differences in the. It is also strange that you have to use two consecutive transpose inside the subsearch seemingly just to get a list of id_flux values. Common aggregate functions include Average, Count, Minimum, Maximum, Standard Deviation, Sum, and Variance. 12-15-2021 12:34 PM. Use the tstats command to perform statistical queries on indexed fields in tsidx files. This is similar to SQL aggregation. I think you are looking for appendpipe, not append. We should be able to. spath. The search produces the following search results: host. "'s Total count" I left the string "Total" in front of user: | eval user="Total". appendcols. You can retrieve events from your indexes, using keywords, quoted phrases, wildcards, and field-value expressions. Rename the _raw field to a temporary name. Additionally, the transaction command adds two fields to the. The mvcombine command creates a multivalue version of the field you specify, as well as a single value version of the field. in normal situations this search should not give a result. Syntax: <string>. Following Rigor's acquisition by Splunk, Billy focuses on improving and integrating the capabilities of Splunk's APM, RUM, and Synthetics products. append, appendpipe, join, set. 05-25-2012 01:10 PM. 2. i tried using fill null but its not SlackでMaarten (Splunk Support)の書いてたクエリーにびっくりしたので。. appendpipe Description. cluster: Some modes concurrency: datamodel: dedup: Using the sortby argument or specifying keepevents=true makes the dedup command a dataset processing command. Solved: index=a host=has 4 hosts index=b host=has 4 hosts Can we do a timechart with stacked column, categorizing the hosts by index and having theMultiStage Sankey Diagram Count Issue. Unfortunately, the outputcsv command will only output all of your fields, and if you select the fields you want to output before using outputcsv, then the command erases your other fields. I am trying to create a search that will give a table displaying counts for multiple time_taken intervals. appendpipeコマンドでサーチ結果にデータを追加する; eventstatsコマンドでイベントの統計を計算する; streamstatsコマンドで「ストリーミング」の統計を計算する; binコマンドで値を修正してイベントを分離する モジュール3 - 欠落したデータの管理Solved: Re: What are the differences between append, appen. 0. This is one way to do it. Mark as New. A vertical bar "|" character used to chain together a series (or pipeline) of search commands. If you have a pipeline of search commands, the result of the command to the left of the pipe operator is fed into the command to the right of the pipe operator. 168. I wanted to give a try solution described in the answer:. A field is not created for c and it is not included in the sum because a value was not declared for that argument. Click the card to flip 👆. 2 - Get all re_val from the database WHICH exist in the split_string_table (to eliminate "D") 3 - diff [split_string_table] [result from 2] But for the life of me I cannot make it work. The chart command is a transforming command that returns your results in a table format. I have a search using stats count but it is not showing the result for an index that has 0 results. Expands the values of a multivalue field into separate events, one event for each value in the multivalue field. Because no AS clause is specified, writes the result to the field 'ema10 (bar)'. Thus, in your example, the map command inside the appendpipe would be ignorant of the data in th. 06-17-2010 09:07 PM. The appendcols command can't be used before a transforming command because it must append to an existing set of table-formatted results, such as those generated by a transforming command. '. Splunk: using two different stats operations involving bucket/bin while avoiding subsearches/appendpipe? - Stack Overflow Splunk: using two different stats. Dashboard Studio is Splunk’s newest dashboard builder to. cluster: Some modes concurrency: datamodel:Description. PREVIOUS. . 0. Syntax: output_format= [raw | hec] Description: Specifies the output format for the summary indexing. The appendpipe command is used to append the output of transforming commands, such as chart, timechart, stats, and top . e. The following list contains the functions that you can use to compare values or specify conditional statements. You can use the asterisk ( * ) as a wildcard to specify a list of fields with similar names. 1 Karma. reanalysis 06/12 10 5 2. appendpipeコマンドでサーチ結果にデータを追加する; eventstatsコマンドでイベントの統計を計算する; streamstatsコマンドで「ストリーミング」の統計を計算する; binコマンドで値を修正してイベントを分離する モジュール3 - 欠落したデータの管理 Solved: Re: What are the differences between append, appen. ]. Spread our blogUsage of Splunk commands : APPENDCOLS Usage of Splunk commands : APPENDCOLS is as follows : Appendcols command appends the fields of the subsearch result with the main input search results. This appends the result of the subpipeline to the search results. 4 weeks ago. Hello All, I am trying to make it so that when a search string returns the "No Results Found" message, it actually displays a zero. Hello, I am trying to discover all the roles a specified role is build on. csv's files all are 1, and so on. Hi @williamcharlton0028 Try like yourquery| stats count by Type | appendpipe [| stats count | where count=0 | eval Type="Critical",count=0Example 1: Computes a five event simple moving average for field 'foo' and writes the result to new field called 'smoothed_foo. See Command types . Use with schema-bound lookups. eval. Click the card to flip 👆. The indexed fields can be from indexed data or accelerated data models. You can view a snapshot of an index over a specific timeframe, such as the last 7 days, by using the time range picker. So, if events are returned, and there is at least one each Critical and Error, then I'll see one field (Type) with two values (Critical and Error). thank you so much, Nice Explanation. Announcements; Welcome; IntrosCalculates aggregate statistics, such as average, count, and sum, over the results set. c) appendpipe transforms results and adds new lines to the bottom of the results set because appendpipe is always the last command to be executed. Unlike a subsearch, the subpipeline is not run first. appendpipe is operating on each event in the pipeline, so the first appendpipe only has one event (the first you created with makeresults) to work with, and it appends a new event to the pipeline. Syntax. Hi, I'm inserting an appendpipe into my SPL so that in the event there are no results, a stats table will still be produced. Some of these commands share functions. This search demonstrates how to use the append command in a way that is similar to using the addcoltotals command to add the column totals. appendpipe Description. Using a subsearch, read in the lookup table that is defined by a stanza in the transforms. You can use this function with the commands, and as part of eval expressions. Extract field-value pairs and reload field extraction settings from disk. The spath command enables you to extract information from the structured data formats XML and JSON. Browse1 Answer. process'. COVID-19 Response SplunkBase Developers Documentation. Description: The name of a field and the name to replace it. Suppose my search generates the first 4 columns from the following table: field1 field2 field3 lookup result x1 y1 z1 field1 x1 x2 y2 z2 field3 z2 x3 y3 z3 field2 y3. | where TotalErrors=0. Because ascending is the default sort order, you don't need to specify it unless you want to be explicit. a) Only one appendpipe can exist in a search because the search head can only process two searches simultaneously c) appendpipe transforms results and adds new lines to. @reschal, appendpipe should add a entry with 0 value which should be visible in your pie chart. SoI have been reading different answers and Splunk doc about append, join, multisearch. source=fwlogs earliest=-2mon@m latest=@m NOT (dstip=10. If nothing else, this reduces performance. まとめ. Generating commands use a leading pipe character. Default: false. Because it searches on index-time fields instead of raw events, the tstats command is faster than the stats command. I was able to add the additional rows by using my existing search and adding the values within the append search ("TEST" below ). Returns a value from a piece JSON and zero or more paths. When the savedsearch command runs a saved search, the command always applies the permissions associated. If the stats command is used without a BY clause, only one row is returned, which is the aggregation over the entire incoming result set. The appendpipe command is used to append the output of transforming commands, such as chart, timechart, stats, and top. いろいろ検索の仕方を考えるとき、ダミーのデータを使用して試行錯誤していくと思う。 @tgrogan_dc, please try adding the following to your current search, the appendpipe command will calculate average using stats and another final stats will be required to create Trellis. With the dedup command, you can specify the number of duplicate events to keep for each value of a single field, or for each combination of values among several fields. Using a subsearch, read in the lookup table that is defined by a stanza in the transforms. Syntax: max=. b) The subpipeline is executed only when Splunk reaches the appendpipe command. join Description. appendpipe Description. Then, depending on what you mean by "repeating", you can do some more analysis. | eval args = 'data. Browse . You can also use the spath () function with the eval command. 02 | search isNum=YES. 4 Replies. Basic examples. Reply. 3. Here is what I am trying to accomplish:append: append will place the values at the bottom of your search in the field values that are the same. The subpipeline is run when the search reaches the appendpipe command. Append lookup table fields to the current search results. I wonder if someone can help me out with an issue I'm having using the append, appendcols, or join commands. Here's one way to do it: your base search | appendpipe [ | where match (component, "^a") | stats sum (count) AS count | eval component="a-total" ] | appendpipe [ |where match (component, "^b") | stats sum (count) AS count | eval component="b-total" ] The appendpipe command allows you to add some more calculations while preserving. これはすごい. The destination field is always at the end of the series of source fields. There is a command called "addcoltotal", but I'm looking for the average. The code I am using is as follows:At its start, it gets a TransactionID. | appendpipe [| stats count as event_count| eval text="YOUR TEXT" | where event_count = 0 ] FYI @niketnilay, this strategy is instead of dedup, rather than in addition. Suppose that a Splunk application comes with a KVStore collection called example_ioc_indicators, with the fields key and description. eval. " -output json or requesting JSON or XML from the REST API. Command quick reference. You can run the map command on a saved search or an ad hoc search . This manual is a reference guide for the Search Processing Language (SPL). When using the suggested appendpipe [stats count | where count=0] I've noticed that the results which are not zero change. . . Extract field-value pairs and reload the field extraction settings. For each result, the mvexpand command creates a new result for every multivalue field. 6" but the average would display "87. Description: The maximum time, in seconds, to spend on the subsearch before automatically finalizing. To learn more about the join command, see How the join command works . geostats. Then, if there are any results, you can delete the record you just created, thus adding it only if the prior result set is empty. For example, for true you can also use 't', 'T', 'TRUE', 'yes', or the number one ( 1 ). for instance, if you have count in both the base search and append search, your count rows will be added to the bottom. Here is what I am trying to accomplish: append: append will place the values at the bottom of your search in the field values that are the same. search_props. 3K subscribers Join Subscribe 68 10K views 4 years. Jun 19 at 19:40. I've realised that because I haven't added more search details into the command this is the cause but considering the complexity of the search, I need some help in integrating this command in the search. Because no AS clause is specified, writes the result to the field 'ema10 (bar)'. The data looks like this. The streamstats command is a centralized streaming command. sourcetype=secure invalid user "sshd [5258]" | table _time source _raw. | appendpipe [| untable Date Job data | stats avg (data) as avg_Job stdev (data) as sd_Job by Job | eval AvgSD = avg_Job + sd_Job | eval Date="Average+SD" | xyseries Date Job AvgSD] transpose makes extra rows. The fields are correct, and it shows a table listing with dst, src count when I remove the part of the search after. I wanted to get hold of this average value . First, the way you have written your stats function doesn't return a table with one row per MAC address, instead it returns 4 cells, each of which contains a list of values. Appends the result of the subpipeline to the search results. This wildcard allows for matching any term that starts with "fail", which can be useful for searching for multiple variations of a specific term. 0/16) | stats count by src, dst, srcprt | stats avg (count) by 1d@d*. Query: index=abc | stats count field1 as F1, field2 as F2, field3 as F3, field4 as F4. It's using the newish mvmap command to massage the multivalue and then the min/max statistical function that works with strings using alphabetical order. 02-04-2018 06:09 PM. To make the logic easy to read, I want the first table to be the one whose data is higher up in hierarchy. appendcols Description Appends the fields of the subsearch results with the input search results. In appendpipe, stats is better. I've been able to add a column for the totals for each row and total averages at the bottom but have not been able to figure out how to add a column for the average of whatever the selected time span would be. FYI you can use append for sorting initial results from a table and then combine them with results from the same base search; comparing a different value that also needs to be sorted differently. index=_intern. See Command types . The appendcols command can't be used before a transforming command because it must append to an existing set of table-formatted results, such as those generated by a transforming command. Additionally, the transaction command adds two fields to the. The search produces the following search results: host. 09-03-2019 10:25 AM. Improve this answer. I have a single value panel. I've been able to add a column for the totals for each row and total averages at the bottom but have not been able to figure out how to add a column for the average of whatever the selected time span would be.