Understanding Confidence Intervals | Easy Examples & Formulas. Published on August 7, 2020 by Rebecca Bevans.Revised on June 22, 2023. When you make an estimate in statistics, whether it is a summary statistic or a test statistic, there is always uncertainty around that estimate because the number is based on a sample of the …Find statistics, consumer survey results and industry studies from over 22,500 sources on over 60,000 topics on the internet's leading statistics databaseThe second way of stats propagation (let’s call it the New way) is more mature, it is available since Spark 2.2 and it requires having the CBO turned ON. It also requires to have the stats computed in metastore with ATC.Here all the stats are propagated and if we provide also the column level metrics, Spark can compute the …Using just the built-in tools on Windows 10 and Windows 11, you can check your PC's specs, like the processor type, RAM, graphics card model, storage type (SSD or HDD), network adapter model, and more. …In some cases, Spark doesn’t get everything it needs from just the above broad COMPUTE STATISTICS call. It also helps to tell Spark to check specific columns so the Catalyst Optimizer can better check those columns. It’s recommended to COMPUTE STATISTICS for any columns that are involved in filtering and joining.Types of descriptive statistics. There are 3 main types of descriptive statistics: The distribution concerns the frequency of each value. The central tendency concerns the averages of the values. The variability or dispersion concerns how spread out the values are. You can apply these to assess only one variable at a time, in univariate ...On a per-pupil basis the total funding allocated to schools for 5-16 year old pupils, in cash terms, in 2024-25 was £7,690, a 49% increase compared to £5,180 …compute_query_id (enum) #. Enables in-core computation of a query identifier. Query identifiers can be displayed in the pg_stat_activity view, using EXPLAIN, or emitted in the log if configured via the log_line_prefix parameter. The pg_stat_statements extension also requires a query identifier to be computed. Note that an external module …Classes. Create Index Compute Statistics Hi Tom, We always put the 'COMPUTE STATISTICS' clause in our CREATE INDEX statement so that the index gets used soon after it is created until we came across an excerpt from Oracle Docs that 'Compute Statistics' uses the old Analyze command to compute statistics to gather …Note: if you only need to compute 1 or 2 stats then it might be faster to use groupby.agg and just compute those columns otherwise you are performing wasteful computation. describe works for multiple columns (change ['C'] to ['C', 'D']—or remove it altogether—and see what happens, the result is a MultiIndexed columned dataframe).This whitepaper is the second of a two part series on optimizer statistics. The part one of this series, Understanding Optimizer Statistics with Oracle Database 19c, focuses on the concepts of statistics and will be referenced several times in this paper as a source of additional information. This paper will discuss in detail, when and how to ... Computer programmers typically need a bachelor’s degree to enter the occupation. Most programmers specialize in several programming languages. Pay. The median annual wage for computer programmers was $97,800 in May 2022. Job Outlook. Employment of computer programmers is projected to decline 11 percent from 2022 to …The correlation coefficient is a measure of how well a line can describe the relationship between X and Y. R is always going to be greater than or equal to negative one and less than or equal to one. If R is positive one, it means that an upwards sloping line can completely describe the relationship. You can run a refresh statement before computing stats to refresh the metadata right away. It may be necessary to wait a few seconds before computing stats even if the refresh statement return code is 0 as past experience has shown that metadata is still refreshing even after a return code is given.To compute statistics, from Basic Tools, select Compute statistics. In the “Compute Statistics Input File” Window, after selecting desired data file, in Mask Option tab, choose “Mask Data Ignore Values [All bands]”, because at a previous step -1 value was set for data ignore value. This operation applies mask value for all 14 bands.7. Glances. Glances is an amazing system monitoring tool for folks who need to have more information at a single place. The information you’ll have on your screen will depend on the size of the window. So, you should expect all the essential stats for disk I/O, network, kernel version, sensors, and other information.Compute Statistics from ROIs. You can calculate statistics for the pixels in the ROI, including: Pixel count per ROI. Basic statistics (minimum, maximum, mean, and standard deviation) for single- or multi-band images. Histograms (frequency distributions) for single- or multi-band images. For details, see Region of Interest Statistics.Free Statistics Calculator - find the mean, median, standard deviation, variance and ranges of a data set step-by-stepYou want to compute stats for large regions. Aggregating pixels to a lower resolution will result in less number of pixels – reducing computation time. We will now learn how to take the 250m resolution population raster from GHSL and aggregate it to 1km resolution. First, we must compute the projection parameter at the required resolution.The second way of stats propagation (let’s call it the New way) is more mature, it is available since Spark 2.2 and it requires having the CBO turned ON. It also requires to have the stats computed in metastore with ATC.Here all the stats are propagated and if we provide also the column level metrics, Spark can compute the …Here's the formula for calculating a z-score: z = data point − mean standard deviation. Here's the same formula written with symbols: z = x − μ σ. Here are some important facts about z-scores: A positive z-score says the data point is above average. A negative z-score says the data point is below average. A z-score close to 0.If the above My button doesn’t work, you can also perform the following steps manually: Browse to your Home Assistant instance. Go to Settings > Devices & Services.. In the bottom right corner, select the Add Integration button. From the list, select System monitor.. Follow the instructions on screen to complete the setup.League of Legends Tracker! We have leaderboards for all League stats! Check how you perform with any champion or see how you match up against your opponents. Find your friends or other summoners and compare their performance with yours! Our stats live update as you play so you can keep an eye on how you're doing and look at how you …To ensure correctness of the statistics, Oracle always uses base tables when creating an index with the COMPUTE STATISTICS option, even if another index is available that could be used to create the index. If you do not use the COMPUTE STATISTICS clause, or if you have made significant changes to the data, then use the DBMS_STATS. Compute statistics by scanning all rows. FULLSCAN and SAMPLE 100 PERCENT have the same results. FULLSCAN cannot be used with the SAMPLE option. When omitted, SQL Server uses sampling to create the statistics, and determines the sample size that is required to create a high quality query plan.You want to compute stats for large regions. Aggregating pixels to a lower resolution will result in less number of pixels – reducing computation time. We will now learn how to take the 250m resolution population raster from GHSL and aggregate it to 1km resolution. First, we must compute the projection parameter at the required resolution.Start tracking your CS2 stats now, all you've got to do is sign in with Steam below and we'll guide you on the next steps after that! Automatically track your CS2 stats, matches and rank. Share your CS2 stats with your friends, or just watch your stats progress over time. Keep a full history of all your matches in CS2 so you can see who gets ...7. Glances. Glances is an amazing system monitoring tool for folks who need to have more information at a single place. The information you’ll have on your screen will depend on the size of the window. So, you should expect all the essential stats for disk I/O, network, kernel version, sensors, and other information.COMPUTE STATS is intended to be run periodically, e.g. weekly, or on-demand when the contents of a table have changed significantly. Due to the high resource utilization and long response time of tCOMPUTE STATS, it is most practical to run it in a scheduled maintenance window where the Impala cluster is idle enough to accommodate the expensive operation. A -1 in the #Distinct Values output column indicates that the COMPUTE STATS statement has never been run for this table. Currently, Impala always leaves the #Nulls column as -1, even after COMPUTE STATS has been run. These SHOW statements work on actual tables only, not on views. Security considerations:Computing basic statistics. Once we have data stored in a text file, spreadsheet, or database, we can compute statistics describing the data set. There are many tools we can use for data analysis, depending on our needs and skills. We'll step through our analysis here in two of the most popular tools, spreadsheets and SQL, so that you can ... Modified 5 years, 7 months ago. Viewed 13k times. 11. For increasing performance (e.g. for joins) it is recommended to compute table statics first. In Hive I …Understanding Confidence Intervals | Easy Examples & Formulas. Published on August 7, 2020 by Rebecca Bevans.Revised on June 22, 2023. When you make an estimate in statistics, whether it is a summary statistic or a test statistic, there is always uncertainty around that estimate because the number is based on a sample of the …Compute statistics by scanning all rows in the table or indexed view. FULLSCAN and SAMPLE 100 PERCENT have the same results. FULLSCAN can't be used with the SAMPLE option. SAMPLE number { PERCENT | ROWS } Specifies the approximate percentage or number of rows in the table or indexed view for the query optimizer to use …Computing Statistics¶. Often, one wants to compile statistics on what is going on in the optimization. The Statistics are able to compile such data on arbitrary attributes of any designated object. To do that, one needs to register the desired statistic functions inside the stats object using the exact same syntax as in the toolbox.To check whether column statistics are available for a particular set of columns, use the SHOW COLUMN STATS table_name statement, or check the extended EXPLAIN output for a query against that table that refers to those columns. See SHOW Statement and EXPLAIN Statement for details.. If you run the Hive statement ANALYZE TABLE COMPUTE …COMPUTE STATS Statement. Gathers information about volume and distribution of data in a table and all associated columns and partitions. The information is stored in the metastore database, and used by Impala to help optimize queries. For example, if Impala can determine that a table is large or small, or has many or few distinct values it can ...Since statistics collection is not automated, we considered the current solutions available to users to capture table statistics on an ongoing basis. These are described below: Solution. Pros. Cons. 1. User sets hive.stats.autogather=true to gather statistics automatically during INSERT OVERWRITE queries. Find statistics, consumer survey results and industry studies from over 22,500 sources on over 60,000 topics on the internet's leading statistics databaseTypes of descriptive statistics. There are 3 main types of descriptive statistics: The distribution concerns the frequency of each value. The central tendency concerns the averages of the values. The variability or dispersion concerns how spread out the values are. You can apply these to assess only one variable at a time, in univariate ...The z-score can be calculated by subtracting the population mean from the raw score, or data point in question (a test score, height, age, etc.), then dividing the difference by the population standard deviation: where x is the raw score, μ is the population mean, and σ is the population standard deviation. For a sample, the formula is ...The ANALYZE TABLE COMPUTE STATISTICS statement can compute statistics for Parquet data stored in tables, columns, and directories within dfs storage plugins only. The user running the ANALYZE TABLE COMPUTE STATISTICS statement must have read and write permissions on the data source. The optimizer in Drill computes the following types of ... Degrees of freedom, often represented by v or df, is the number of independent pieces of information used to calculate a statistic. It’s calculated as the sample size minus the number of restrictions. Degrees of freedom are normally reported in brackets beside the test statistic, alongside the results of the statistical test.Feb 16, 2021 · Traditionally, the significance level is set to 5% and the desired power level to 80%. That means you only need to figure out an expected effect size to calculate a sample size from a power analysis. To calculate sample size or perform a power analysis, use online tools or statistical software like G*Power. Sample size Create a function called compute_statistics that takes a Table containing ages and salaries and: Draws a histogram of ages Draws a histogram of salaries Returns a two-element array containing the average age and average salary. You can call your histograms function to draw the histograms!statistics. harmonic_mean (data, weights = None) ¶ Return the harmonic mean of data, a sequence or iterable of real-valued numbers.If weights is omitted or None, then equal weighting is assumed.. The harmonic mean is the reciprocal of the arithmetic mean() of the reciprocals of the data. For example, the harmonic mean of three values a, …To compute statistics, from Basic Tools, select Compute statistics. In the “Compute Statistics Input File” Window, after selecting desired data file, in Mask Option tab, choose “Mask Data Ignore Values [All bands]”, because at a previous step -1 value was set for data ignore value. This operation applies mask value for all 14 bands.The problem is that by specifying multiple dtypes, you are essentially making a 1D-array of tuples (actually np.void ), which cannot be described by stats as it includes multiple different types, incl. strings. This could be resolved by either reading it in two rounds, or using pandas with read_csv. If you decide to stick to numpy: import numpy ...To check the computer tech specs on Windows 11 with PowerShell, use these steps: Open Start. Search for PowerShell, right-click the top result, and select the Run as administrator option. Type the ...Next, we can compute a correlation coefficient and perform a statistical test to understand the significance of the relationship between the variables in the population. Step 4: Test hypotheses or make estimates with inferential statistics. ...How schools and local authorities spent their funding on education, children's services and social care in the financial year 2022 to 2023.Index Statistics Tom,I see lots of difference between number of rows and sample size when I issue compute statistics, anything wrong. NUM_ROWS SAMPLE_SIZE----- ----- 177403134 1121790Segments 7 Premium Statistic Computer hardware market revenue in the U.S. 2018-2028, by segment Premium Statistic Computer hardware market revenue growth in the U.S. 2019-2028, by segmentCOMPUTE STATS is intended to be run periodically, e.g. weekly, or on-demand when the contents of a table have changed significantly. Due to the high resource utilization and long response time of tCOMPUTE STATS, it is most practical to run it in a scheduled maintenance window where the Impala cluster is idle enough to accommodate the …See full list on calculatorsoup.com Statistics Fields. Specifies the field or fields containing the attribute values that will be used to calculate the specified statistic. Multiple statistic and field combinations can be specified. Null values are excluded from all calculations. Text attribute fields can be summarized using first and last statistics.The correlation coefficient is a measure of how well a line can describe the relationship between X and Y. R is always going to be greater than or equal to negative one and less than or equal to one. If R is positive one, it means that an upwards sloping line can completely describe the relationship. Feb 1, 2023 · scipy.stats.circmean. Compute the circular mean for samples in a range. We will use the following function to calculate the circular mean: Syntax: scipy.stats.circmean(array, high=2*pi, low=0, axis=None, nan_policy=’propagate’) where, Array – input array or samples. high (float or int ) – high boundary for sample. default high = 2 * pi. Valorant Stats. and most complete Tracking site! Here you can track your Valorant Stats, view your Valorant Ranks, progression, match history, and more! Your Valorant Profile also has all your agents and weapon usage! View our Valorant Database to see all the best weapons, reviewed by players like you. Check our Valorant Leaderboards - To see ...COMPUTE STATS Statement. The COMPUTE STATS statement gathers information about volume and distribution of data in a table and all associated columns and partitions. The information is stored in the metastore database, and used by Impala to help optimize queries. For example, if Impala can determine that a table is large or small, or has many or ... Index Statistics Tom,I see lots of difference between number of rows and sample size when I issue compute statistics, anything wrong. NUM_ROWS SAMPLE_SIZE----- ----- 177403134 11217902. With 10g and higher version of oracle, up to date statistics on tables and indexes are needed by the optimizer to make "good" execution plan decision. How often you collect statistics is a tricky call. It depends on your application, schema, data rate and business practice.Understanding Confidence Intervals | Easy Examples & Formulas. Published on August 7, 2020 by Rebecca Bevans.Revised on June 22, 2023. When you make an estimate in statistics, whether it is a summary statistic or a test statistic, there is always uncertainty around that estimate because the number is based on a sample of the …Worldwide end-user spending on public cloud services is forecast to grow 21.7% to total $597.3 billion in 2023, up from $491 billion in 2022, according to the latest forecast from Gartner, Inc. Cloud computing is driving the next phase of digital business, as organizations pursue disruption through emerging technologies like generative artificial …The problem is that by specifying multiple dtypes, you are essentially making a 1D-array of tuples (actually np.void ), which cannot be described by stats as it includes multiple different types, incl. strings. This could be resolved by either reading it in two rounds, or using pandas with read_csv. If you decide to stick to numpy: import numpy ...To check the computer tech specs on Windows 11 with PowerShell, use these steps: Open Start. Search for PowerShell, right-click the top result, and select the Run as administrator option. Type the ...Information like cell type identity, umap embeddings can go to adata.obs as columns. scDRS will not use the umap information. scDRS may use the cell type information in compute-score when the flag --adj_prop is specified or in perform-downstream for cell type-level association analysis. Please let us know if you have more questions.SQL> analyze index mehmet.salih_idx compute statistics; analyze index mehmet.salih_idx compute statistics * ERROR at line 1: ORA-38029: object statistics are locked . FirstlyUnlock table statistics as follows.1 ACCEPTED SOLUTION. deepesh1. Guru. Created 05-18-2017 06:07 AM. The stats for partitioned table are available per partition, you can do desc formatted, example: hive> desc formatted `test_table` partition (`date`='2016-12-30'); ... Partition Parameters: COLUMN_STATS_ACCURATE {\"BASIC_STATS\":\"true\"} numFiles 1 …You want to compute stats for large regions. Aggregating pixels to a lower resolution will result in less number of pixels – reducing computation time. We will now learn how to take the 250m resolution population raster from GHSL and aggregate it to 1km resolution. First, we must compute the projection parameter at the required resolution.This Little-Known Statistic Might Make SoFi Stock a No-Brainer Buy in 2024. January 27, 2024 — 06:20 am EST. Written by Neil Patel for The Motley Fool ->. Since …Computing stats for groups of partitions: In Impala 2.8 and higher, you can run COMPUTE INCREMENTAL STATS on multiple partitions, instead of the entire table or one partition at a time. You include comparison operators other than = in the PARTITION clause, and the COMPUTE INCREMENTAL STATS statement applies to all partitions that match the …Computing stats for groups of partitions: In Impala 2.8 and higher, you can run COMPUTE INCREMENTAL STATS on multiple partitions, instead of the entire table or one partition at a time. You include comparison operators other than = in the PARTITION clause, and the COMPUTE INCREMENTAL STATS statement applies to all partitions that match the …Computational Statistics and Data Analysis (CSDA), an Official Publication of the network Computational and Methodological Statistics …. View full aims & scope. $3440. Article publishing charge. for open access. 216 days. Review time. 309 …Aug 29, 2013 · The syntax I see for computing statistics in hive seems to indicate the answer to the title question would be 'no': ANALYZE TABLE [TABLENAME] PARTITION(parcol1=…, partcol2=….) COMPUTE STATISTICS WD Blue 1TB (2012) $34. Corsair Vengeance LPX DDR4 3000 C15 2x8GB $45. SanDisk Extreme 32GB $28. Seagate Barracuda 2TB (2016) $64. G.SKILL Trident Z DDR4 3200 C14 4x16GB $351. SanDisk Ultra Fit 32GB $16. Free benchmarking software. Compare results with other users and see which parts you can upgrade together with the expected performance ... Test how fast your processor, graphics card, storage drives and memory are by running the free UserBenchmark Speed Test. Tip: Closing unnecessary programs and browser tabs before clicking 'run' will keep background CPU usage down and produce more accurate results. The test may take a up to few minutes to run depending on your PC.Statistics Fields. Specifies the field or fields containing the attribute values that will be used to calculate the specified statistic. Multiple statistic and field combinations can be specified. Null values are excluded from all calculations. Text attribute fields can be summarized using first and last statistics.This statistics calculator computes a number of common statistical values including standard deviation, mean, sum, geometric mean, and more, given a data set.Sep 14, 2023 · Compute statistics by scanning all rows in the table or indexed view. FULLSCAN and SAMPLE 100 PERCENT have the same results. FULLSCAN can't be used with the SAMPLE option. SAMPLE number { PERCENT | ROWS } Specifies the approximate percentage or number of rows in the table or indexed view for the query optimizer to use when it updates statistics. Start tracking your CS2 stats now, all you've got to do is sign in with Steam below and we'll guide you on the next steps after that! Automatically track your CS2 stats, matches and rank. Share your CS2 stats with your friends, or just watch your stats progress over time. Keep a full history of all your matches in CS2 so you can see who gets ...Nov 3, 2023 · You can right-click This PC on computer screen and choose Properties to open computer system window. You can also quickly open Windows System window by pressing the shortcut key: press Windows and Pause/Break key on the keyboard at the same time. Step 2. Check Computer Specs Windows 10. Oracle database 19c introduced real-time statistics to reduce the chances that stale statistics will adversely affect optimizer decisions when generating execution plans. Oracle database 12.1 introduced online statistics gathering for bulk loads. This feature allowed the database to gather a subset of statistics during CTAS and some direct path ...To check your basic computer specs in Windows 10, click on the Windows start button, then click on the gear icon for Settings . In the Windows Settings menu, …Degrees of freedom, often represented by v or df, is the number of independent pieces of information used to calculate a statistic. It’s calculated as the sample size minus the number of restrictions. Degrees of freedom are normally reported in brackets beside the test statistic, alongside the results of the statistical test.Nov 9, 2023 · 14.2.2. Extended Statistics. 14.2.1. Single-Column Statistics #. As we saw in the previous section, the query planner needs to estimate the number of rows retrieved by a query in order to make good choices of query plans. This section provides a quick look at the statistics that the system uses for these estimates. Jan 4, 2023 · Click on the System tab. Under the "System information" section, check the computer tech specs, including processor, memory, BIOS or UEFI version, system model and manufacturer, Windows 10 version ... The Compute Band Statistics tool lets you compute basic statistics, histograms, and covariances for all bands. From the Toolbox, select Statistics > Compute Band Statistics. The Compute Statistics Input File dialog appears. In the Select Input File list, select the input file, and perform optional spatial and spectral subsetting, and/or masking. Free math problem solver answers your statistics homework questions with step-by-step explanations. E.g. if you run COMPUTE STATS after COMPUTE INCREMENTAL STATS, all the incremental stats will be discarded. So nothing that bad happens, it's just that it doesn't do anything clever. Share. Improve this answer. Follow answered Aug 15, 2020 at 20:14. Tim Armstrong ...One of the first steps in computing descriptive statistics is to ensure that your data is properly sorted and organized in Excel. This can be done by arranging the data in columns and rows, and creating headers for each variable or attribute. By organizing the data in this manner, it becomes easier to analyze and compute statistics for specific ...
COMPUTE STATS is intended to be run periodically, e.g. weekly, or on-demand when the contents of a table have changed significantly. Due to the high resource utilization and long response time of tCOMPUTE STATS, it is most practical to run it in a scheduled maintenance window where the Impala cluster is idle enough to accommodate the expensive operation. . Ap calculus ab free response answers
Oracle database 19c introduced real-time statistics to reduce the chances that stale statistics will adversely affect optimizer decisions when generating execution plans. Oracle database 12.1 introduced online statistics gathering for bulk loads. This feature allowed the database to gather a subset of statistics during CTAS and some direct path ... Thanks to new widgets by Microsoft added to Windows 11, that data is a click away, as it can now sit in your widget tray. Windows 11 is getting a range of new widgets that can display graphs such as CPU utilization, RAM utilization, and GPU utilization, as well as exact numbers of how much of your hardware is in use, and how hard it's running.Check CPU benchmarks any time you buy, build, or upgrade your PC. Synthetic tests are useful for evaluating the overall strength of your CPU. Real-world tests provide insights into application-specific performance. Measure FPS and frame times during both offline play and livestreamed play with in-game benchmarking.Nov 27, 2023 · 1. Open "Windows Security." Press the Windows key to open your taskbar, then start typing to begin the search. Click the app from the search results to open it. [1] Alternatively, you can open Settings and click Update & Security > Windows Security > Open Windows Security. 2. Mean, median, and mode are different measures of center in a numerical data set. They each try to summarize a dataset with a single number to represent a "typical" data point from the dataset. Mean: The "average" number; found by adding all data points and dividing by the number of data points. Example: The mean of 4 , 1 , and 7 is ( 4 + 1 + 7 ...May 14, 2018 · 1 Answer. Sorted by: 2. Yes, ANALYZE is hardly used nowadays: For the collection of most statistics, use the DBMS_STATS package, which lets you collect statistics in parallel, collect global statistics for partitioned objects, and fine tune your statistics collection in other ways. See Oracle Database PL/SQL Packages and Types Reference for ... Sep 22, 2016 · For increasing performance (e.g. for joins) it is recommended to compute table statics first. In Hive I can do:: analyze table <table name> compute statistics; In Impala: compute stats <table name>; Does my spark application (reading from hive-tables) also benefit from pre-computed statistics? If yes, which one do I need to run? Valorant Stats. and most complete Tracking site! Here you can track your Valorant Stats, view your Valorant Ranks, progression, match history, and more! Your Valorant Profile also has all your agents and weapon usage! View our Valorant Database to see all the best weapons, reviewed by players like you. Check our Valorant Leaderboards - To see ...macOS decides the order of the menu bar items not Stats - it may change after the first reboot after installing Stats. To change the order of any menu bar icon - macOS Mojave (version 10.14) and up. Hold down ⌘ (command key). Drag the icon to the desired position on the menu bar. Release ⌘ (command key) E.g. if you run COMPUTE STATS after COMPUTE INCREMENTAL STATS, all the incremental stats will be discarded. So nothing that bad happens, it's just that it doesn't do anything clever. Share. Improve this answer. Follow answered Aug 15, 2020 at 20:14. Tim Armstrong ...My Computer Details is the best PC Specs Checker available – now you can find out if you have a Gaming PC. Click the PC Specs button to answer all your questions. View or edit …To compute statistics, from Basic Tools, select Compute statistics. In the “Compute Statistics Input File” Window, after selecting desired data file, in Mask Option tab, choose “Mask Data Ignore Values [All bands]”, because at a previous step -1 value was set for data ignore value. This operation applies mask value for all 14 bands.Types of descriptive statistics. There are 3 main types of descriptive statistics: The distribution concerns the frequency of each value. The central tendency concerns the averages of the values. The variability or dispersion concerns how spread out the values are. You can apply these to assess only one variable at a time, in univariate ...The DBMS_STATS package counts the leaf blocks, that have currently data in them; So i asked my client if he deleted a huge amount of data from the customer table and if he collects statistics with ANALYZE and DBMS_STATS. He confirmed, that a delete job was executed a few days ago, but he was not sure about the statistic collection..